warning: commands will be executed using /bin/sh
job 2595 at Sat Nov 23 13:11:00 2013
FileBase	/isis3/andresg/Achilles/Achilles151_11052013_reo/Achilles151_11052013_reo
ElecNo	17
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111100000
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	1
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 1387992 data points of dimension 12.
meanDims = 12
Starting from 20 clusters...
--- Clustering full data set of 1387992 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73867 members 
Mstep: Class 2 contains 73023 members 
Mstep: Class 3 contains 73104 members 
Mstep: Class 4 contains 72729 members 
Mstep: Class 5 contains 72843 members 
Mstep: Class 6 contains 73495 members 
Mstep: Class 7 contains 72775 members 
Mstep: Class 8 contains 73064 members 
Mstep: Class 9 contains 72764 members 
Mstep: Class 10 contains 73240 members 
Mstep: Class 11 contains 73248 members 
Mstep: Class 12 contains 72586 members 
Mstep: Class 13 contains 72767 members 
Mstep: Class 14 contains 73139 members 
Mstep: Class 15 contains 73134 members 
Mstep: Class 16 contains 73058 members 
Mstep: Class 17 contains 73288 members 
Mstep: Class 18 contains 73065 members 
Mstep: Class 19 contains 72803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 103.627579 but Gain 643.523438
Score: -45057356.000000 Penalty: 11583.418945
Iteration 0F: 19 clusters Score -4.505736e+07 nChanged 1312085
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 86839 members 
Mstep: Class 2 contains 119541 members 
Mstep: Class 3 contains 38018 members 
Mstep: Class 4 contains 14451 members 
Mstep: Class 5 contains 29907 members 
Mstep: Class 6 contains 125200 members 
Mstep: Class 7 contains 133849 members 
Mstep: Class 8 contains 60568 members 
Mstep: Class 9 contains 141055 members 
Mstep: Class 10 contains 90283 members 
Mstep: Class 11 contains 48486 members 
Mstep: Class 13 contains 41461 members 
Mstep: Class 14 contains 67219 members 
Mstep: Class 15 contains 34589 members 
Mstep: Class 16 contains 51196 members 
Mstep: Class 17 contains 135178 members 
Mstep: Class 18 contains 140911 members 
Mstep: Class 19 contains 28772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48158456.000000 Penalty: 11583.418945
Iteration 1F: 19 clusters Score -4.815846e+07 nChanged 417091
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 88653 members 
Mstep: Class 2 contains 165967 members 
Mstep: Class 3 contains 23704 members 
Mstep: Class 4 contains 8144 members 
Mstep: Class 5 contains 16447 members 
Mstep: Class 6 contains 131244 members 
Mstep: Class 7 contains 139672 members 
Mstep: Class 8 contains 55531 members 
Mstep: Class 9 contains 129225 members 
Mstep: Class 10 contains 110614 members 
Mstep: Class 11 contains 36205 members 
Mstep: Class 13 contains 36999 members 
Mstep: Class 14 contains 57412 members 
Mstep: Class 15 contains 21564 members 
Mstep: Class 16 contains 31305 members 
Mstep: Class 17 contains 151809 members 
Mstep: Class 18 contains 165598 members 
Mstep: Class 19 contains 17687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48525920.000000 Penalty: 11583.418945
Iteration 2F: 19 clusters Score -4.852592e+07 nChanged 257170
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 86808 members 
Mstep: Class 2 contains 188560 members 
Mstep: Class 3 contains 21534 members 
Mstep: Class 4 contains 5241 members 
Mstep: Class 5 contains 9303 members 
Mstep: Class 6 contains 141198 members 
Mstep: Class 7 contains 150513 members 
Mstep: Class 8 contains 48752 members 
Mstep: Class 9 contains 116177 members 
Mstep: Class 10 contains 119598 members 
Mstep: Class 11 contains 31582 members 
Mstep: Class 13 contains 31338 members 
Mstep: Class 14 contains 46760 members 
Mstep: Class 15 contains 13283 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 17 contains 171010 members 
Mstep: Class 18 contains 176681 members 
Mstep: Class 19 contains 11780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48715704.000000 Penalty: 11583.418945
Iteration 3F: 19 clusters Score -4.87157e+07 nChanged 192423
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 82045 members 
Mstep: Class 2 contains 204728 members 
Mstep: Class 3 contains 20538 members 
Mstep: Class 4 contains 3988 members 
Mstep: Class 5 contains 5494 members 
Mstep: Class 6 contains 151187 members 
Mstep: Class 7 contains 164591 members 
Mstep: Class 8 contains 41320 members 
Mstep: Class 9 contains 101699 members 
Mstep: Class 10 contains 122239 members 
Mstep: Class 11 contains 29638 members 
Mstep: Class 13 contains 25937 members 
Mstep: Class 14 contains 37525 members 
Mstep: Class 15 contains 8446 members 
Mstep: Class 16 contains 10865 members 
Mstep: Class 17 contains 186912 members 
Mstep: Class 18 contains 182333 members 
Mstep: Class 19 contains 8375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48844776.000000 Penalty: 11583.418945
Iteration 4F: 19 clusters Score -4.884478e+07 nChanged 159963
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 73705 members 
Mstep: Class 2 contains 219122 members 
Mstep: Class 3 contains 19959 members 
Mstep: Class 4 contains 4441 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 159007 members 
Mstep: Class 7 contains 177991 members 
Mstep: Class 8 contains 34095 members 
Mstep: Class 9 contains 86302 members 
Mstep: Class 10 contains 120994 members 
Mstep: Class 11 contains 28955 members 
Mstep: Class 13 contains 22404 members 
Mstep: Class 14 contains 32309 members 
Mstep: Class 15 contains 6582 members 
Mstep: Class 16 contains 7962 members 
Mstep: Class 17 contains 199260 members 
Mstep: Class 18 contains 185004 members 
Mstep: Class 19 contains 6564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48953036.000000 Penalty: 11583.418945
Iteration 5F: 19 clusters Score -4.895304e+07 nChanged 144409
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 62710 members 
Mstep: Class 2 contains 232853 members 
Mstep: Class 3 contains 19777 members 
Mstep: Class 4 contains 5638 members 
Mstep: Class 5 contains 1825 members 
Mstep: Class 6 contains 165245 members 
Mstep: Class 7 contains 189258 members 
Mstep: Class 8 contains 27566 members 
Mstep: Class 9 contains 71805 members 
Mstep: Class 10 contains 116345 members 
Mstep: Class 11 contains 29124 members 
Mstep: Class 13 contains 22561 members 
Mstep: Class 14 contains 31159 members 
Mstep: Class 15 contains 5878 members 
Mstep: Class 16 contains 6856 members 
Mstep: Class 17 contains 208345 members 
Mstep: Class 18 contains 185318 members 
Mstep: Class 19 contains 5624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49062344.000000 Penalty: 11583.418945
Iteration 6F: 19 clusters Score -4.906234e+07 nChanged 139609
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 243856 members 
Mstep: Class 3 contains 19719 members 
Mstep: Class 4 contains 6775 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 172206 members 
Mstep: Class 7 contains 196565 members 
Mstep: Class 8 contains 22387 members 
Mstep: Class 9 contains 59127 members 
Mstep: Class 10 contains 107748 members 
Mstep: Class 11 contains 29650 members 
Mstep: Class 13 contains 27706 members 
Mstep: Class 14 contains 36861 members 
Mstep: Class 15 contains 5735 members 
Mstep: Class 16 contains 6460 members 
Mstep: Class 17 contains 213716 members 
Mstep: Class 18 contains 182860 members 
Mstep: Class 19 contains 5081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 514.352844 but Gain 643.523438
Score: -49174928.000000 Penalty: 10939.895508
Iteration 7F: 18 clusters Score -4.917493e+07 nChanged 140796
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 250191 members 
Mstep: Class 3 contains 19671 members 
Mstep: Class 4 contains 7736 members 
Mstep: Class 6 contains 182395 members 
Mstep: Class 7 contains 200486 members 
Mstep: Class 8 contains 19856 members 
Mstep: Class 9 contains 48936 members 
Mstep: Class 10 contains 95422 members 
Mstep: Class 11 contains 30151 members 
Mstep: Class 13 contains 35220 members 
Mstep: Class 14 contains 49798 members 
Mstep: Class 15 contains 5970 members 
Mstep: Class 16 contains 6315 members 
Mstep: Class 17 contains 215884 members 
Mstep: Class 18 contains 176809 members 
Mstep: Class 19 contains 4586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49294480.000000 Penalty: 10939.895508
Iteration 8F: 18 clusters Score -4.929448e+07 nChanged 139829
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 248972 members 
Mstep: Class 3 contains 19529 members 
Mstep: Class 4 contains 8467 members 
Mstep: Class 6 contains 199778 members 
Mstep: Class 7 contains 202570 members 
Mstep: Class 8 contains 20243 members 
Mstep: Class 9 contains 41495 members 
Mstep: Class 10 contains 79835 members 
Mstep: Class 11 contains 30282 members 
Mstep: Class 13 contains 44017 members 
Mstep: Class 14 contains 66516 members 
Mstep: Class 15 contains 6421 members 
Mstep: Class 16 contains 6388 members 
Mstep: Class 17 contains 215501 members 
Mstep: Class 18 contains 165691 members 
Mstep: Class 19 contains 4311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49424928.000000 Penalty: 10939.895508
Iteration 9F: 18 clusters Score -4.942493e+07 nChanged 141195
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 237797 members 
Mstep: Class 3 contains 19522 members 
Mstep: Class 4 contains 8903 members 
Mstep: Class 6 contains 225834 members 
Mstep: Class 7 contains 205412 members 
Mstep: Class 8 contains 20645 members 
Mstep: Class 9 contains 36752 members 
Mstep: Class 10 contains 62679 members 
Mstep: Class 11 contains 30082 members 
Mstep: Class 13 contains 53616 members 
Mstep: Class 14 contains 85537 members 
Mstep: Class 15 contains 6885 members 
Mstep: Class 16 contains 6497 members 
Mstep: Class 17 contains 215177 members 
Mstep: Class 18 contains 148349 members 
Mstep: Class 19 contains 4486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49572224.000000 Penalty: 10939.895508
Iteration 10F: 18 clusters Score -4.957222e+07 nChanged 137589
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 215888 members 
Mstep: Class 3 contains 19917 members 
Mstep: Class 4 contains 8746 members 
Mstep: Class 6 contains 255335 members 
Mstep: Class 7 contains 210948 members 
Mstep: Class 8 contains 19773 members 
Mstep: Class 9 contains 34214 members 
Mstep: Class 10 contains 48807 members 
Mstep: Class 11 contains 30012 members 
Mstep: Class 13 contains 62205 members 
Mstep: Class 14 contains 104261 members 
Mstep: Class 15 contains 7244 members 
Mstep: Class 16 contains 6713 members 
Mstep: Class 17 contains 219560 members 
Mstep: Class 18 contains 124487 members 
Mstep: Class 19 contains 5120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49728396.000000 Penalty: 10939.895508
Iteration 11F: 18 clusters Score -4.97284e+07 nChanged 124160
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 185687 members 
Mstep: Class 3 contains 20505 members 
Mstep: Class 4 contains 7805 members 
Mstep: Class 6 contains 280922 members 
Mstep: Class 7 contains 219724 members 
Mstep: Class 8 contains 17102 members 
Mstep: Class 9 contains 33490 members 
Mstep: Class 10 contains 46332 members 
Mstep: Class 11 contains 30485 members 
Mstep: Class 13 contains 66468 members 
Mstep: Class 14 contains 118813 members 
Mstep: Class 15 contains 7614 members 
Mstep: Class 16 contains 7013 members 
Mstep: Class 17 contains 232112 members 
Mstep: Class 18 contains 95528 members 
Mstep: Class 19 contains 5652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49844328.000000 Penalty: 10939.895508
Iteration 12F: 18 clusters Score -4.984433e+07 nChanged 110644
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 156891 members 
Mstep: Class 3 contains 21129 members 
Mstep: Class 4 contains 6347 members 
Mstep: Class 6 contains 303737 members 
Mstep: Class 7 contains 231835 members 
Mstep: Class 8 contains 13504 members 
Mstep: Class 9 contains 33647 members 
Mstep: Class 10 contains 46665 members 
Mstep: Class 11 contains 31423 members 
Mstep: Class 13 contains 65748 members 
Mstep: Class 14 contains 128231 members 
Mstep: Class 15 contains 8194 members 
Mstep: Class 16 contains 7543 members 
Mstep: Class 17 contains 247305 members 
Mstep: Class 18 contains 67884 members 
Mstep: Class 19 contains 5829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49921440.000000 Penalty: 10939.895508
Iteration 13F: 18 clusters Score -4.992144e+07 nChanged 87439
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 140085 members 
Mstep: Class 3 contains 21615 members 
Mstep: Class 4 contains 4850 members 
Mstep: Class 6 contains 323231 members 
Mstep: Class 7 contains 243106 members 
Mstep: Class 8 contains 9935 members 
Mstep: Class 9 contains 34450 members 
Mstep: Class 10 contains 45775 members 
Mstep: Class 11 contains 32427 members 
Mstep: Class 13 contains 62038 members 
Mstep: Class 14 contains 133382 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 8397 members 
Mstep: Class 17 contains 257354 members 
Mstep: Class 18 contains 45337 members 
Mstep: Class 19 contains 5830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49985156.000000 Penalty: 10939.895508
Iteration 14F: 18 clusters Score -4.998516e+07 nChanged 70266
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 138190 members 
Mstep: Class 3 contains 21737 members 
Mstep: Class 4 contains 3571 members 
Mstep: Class 6 contains 337046 members 
Mstep: Class 7 contains 251748 members 
Mstep: Class 8 contains 7078 members 
Mstep: Class 9 contains 35465 members 
Mstep: Class 10 contains 43737 members 
Mstep: Class 11 contains 33156 members 
Mstep: Class 13 contains 56533 members 
Mstep: Class 14 contains 134490 members 
Mstep: Class 15 contains 10000 members 
Mstep: Class 16 contains 9387 members 
Mstep: Class 17 contains 261190 members 
Mstep: Class 18 contains 29090 members 
Mstep: Class 19 contains 5787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50025784.000000 Penalty: 10939.895508
Iteration 15F: 18 clusters Score -5.002578e+07 nChanged 59573
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 143119 members 
Mstep: Class 3 contains 21454 members 
Mstep: Class 4 contains 2642 members 
Mstep: Class 6 contains 345698 members 
Mstep: Class 7 contains 259489 members 
Mstep: Class 8 contains 5162 members 
Mstep: Class 9 contains 36290 members 
Mstep: Class 10 contains 41063 members 
Mstep: Class 11 contains 33472 members 
Mstep: Class 13 contains 50396 members 
Mstep: Class 14 contains 133716 members 
Mstep: Class 15 contains 10956 members 
Mstep: Class 16 contains 10403 members 
Mstep: Class 17 contains 261695 members 
Mstep: Class 18 contains 18207 members 
Mstep: Class 19 contains 5890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50052252.000000 Penalty: 10939.895508
Iteration 16Q: 18 clusters Score -5.005225e+07 nChanged 49918
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 148715 members 
Mstep: Class 3 contains 20932 members 
Mstep: Class 4 contains 1964 members 
Mstep: Class 6 contains 353069 members 
Mstep: Class 7 contains 267113 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 36857 members 
Mstep: Class 10 contains 38155 members 
Mstep: Class 11 contains 33323 members 
Mstep: Class 13 contains 44355 members 
Mstep: Class 14 contains 132601 members 
Mstep: Class 15 contains 11842 members 
Mstep: Class 16 contains 11433 members 
Mstep: Class 17 contains 259300 members 
Mstep: Class 18 contains 11242 members 
Mstep: Class 19 contains 6169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50071548.000000 Penalty: 10939.895508
Iteration 17Q: 18 clusters Score -5.007155e+07 nChanged 42749
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 153926 members 
Mstep: Class 3 contains 20372 members 
Mstep: Class 4 contains 1501 members 
Mstep: Class 6 contains 359922 members 
Mstep: Class 7 contains 274113 members 
Mstep: Class 8 contains 3145 members 
Mstep: Class 9 contains 37262 members 
Mstep: Class 10 contains 34955 members 
Mstep: Class 11 contains 33023 members 
Mstep: Class 13 contains 38831 members 
Mstep: Class 14 contains 131400 members 
Mstep: Class 15 contains 12660 members 
Mstep: Class 16 contains 12404 members 
Mstep: Class 17 contains 255135 members 
Mstep: Class 18 contains 6977 members 
Mstep: Class 19 contains 6578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50087608.000000 Penalty: 10939.895508
Iteration 18Q: 18 clusters Score -5.008761e+07 nChanged 38772
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 158623 members 
Mstep: Class 3 contains 19739 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 6 contains 366978 members 
Mstep: Class 7 contains 280906 members 
Mstep: Class 8 contains 2579 members 
Mstep: Class 9 contains 37450 members 
Mstep: Class 10 contains 31497 members 
Mstep: Class 11 contains 32680 members 
Mstep: Class 13 contains 33719 members 
Mstep: Class 14 contains 129894 members 
Mstep: Class 15 contains 13451 members 
Mstep: Class 16 contains 13269 members 
Mstep: Class 17 contains 249708 members 
Mstep: Class 18 contains 4318 members 
Mstep: Class 19 contains 7206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50101120.000000 Penalty: 10939.895508
Iteration 19Q: 18 clusters Score -5.010112e+07 nChanged 35381
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 163043 members 
Mstep: Class 3 contains 19159 members 
Mstep: Class 4 contains 923 members 
Mstep: Class 6 contains 373964 members 
Mstep: Class 7 contains 287390 members 
Mstep: Class 8 contains 2232 members 
Mstep: Class 9 contains 37529 members 
Mstep: Class 10 contains 27939 members 
Mstep: Class 11 contains 32281 members 
Mstep: Class 13 contains 29051 members 
Mstep: Class 14 contains 128094 members 
Mstep: Class 15 contains 14174 members 
Mstep: Class 16 contains 14040 members 
Mstep: Class 17 contains 243651 members 
Mstep: Class 18 contains 2718 members 
Mstep: Class 19 contains 7819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50114696.000000 Penalty: 10939.895508
Iteration 20F: 18 clusters Score -5.01147e+07 nChanged 33091
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 167227 members 
Mstep: Class 3 contains 18588 members 
Mstep: Class 4 contains 740 members 
Mstep: Class 6 contains 381178 members 
Mstep: Class 7 contains 293378 members 
Mstep: Class 8 contains 2013 members 
Mstep: Class 9 contains 37410 members 
Mstep: Class 10 contains 24488 members 
Mstep: Class 11 contains 32078 members 
Mstep: Class 13 contains 24827 members 
Mstep: Class 14 contains 126044 members 
Mstep: Class 15 contains 14822 members 
Mstep: Class 16 contains 14694 members 
Mstep: Class 17 contains 236954 members 
Mstep: Class 18 contains 1711 members 
Mstep: Class 19 contains 8529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 592.046265 but Gain 643.523438
Score: -50126652.000000 Penalty: 10296.372070
Iteration 21Q: 17 clusters Score -5.012665e+07 nChanged 31527
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 171294 members 
Mstep: Class 3 contains 18039 members 
Mstep: Class 6 contains 388583 members 
Mstep: Class 7 contains 299148 members 
Mstep: Class 8 contains 1899 members 
Mstep: Class 9 contains 37253 members 
Mstep: Class 10 contains 21333 members 
Mstep: Class 11 contains 31968 members 
Mstep: Class 13 contains 21226 members 
Mstep: Class 14 contains 123695 members 
Mstep: Class 15 contains 15412 members 
Mstep: Class 16 contains 15180 members 
Mstep: Class 17 contains 229857 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 9163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50139380.000000 Penalty: 10296.372070
Iteration 22Q: 17 clusters Score -5.013938e+07 nChanged 29150
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 174874 members 
Mstep: Class 3 contains 17466 members 
Mstep: Class 6 contains 395981 members 
Mstep: Class 7 contains 304379 members 
Mstep: Class 8 contains 1848 members 
Mstep: Class 9 contains 36998 members 
Mstep: Class 10 contains 18395 members 
Mstep: Class 11 contains 31904 members 
Mstep: Class 13 contains 17853 members 
Mstep: Class 14 contains 121120 members 
Mstep: Class 15 contains 16001 members 
Mstep: Class 16 contains 15672 members 
Mstep: Class 17 contains 222646 members 
Mstep: Class 18 contains 744 members 
Mstep: Class 19 contains 9707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 624.093750 but Gain 643.522461
Score: -50150832.000000 Penalty: 9652.849609
Iteration 23Q: 16 clusters Score -5.015083e+07 nChanged 27456
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 178308 members 
Mstep: Class 3 contains 16924 members 
Mstep: Class 6 contains 403248 members 
Mstep: Class 7 contains 309569 members 
Mstep: Class 8 contains 1835 members 
Mstep: Class 9 contains 36727 members 
Mstep: Class 10 contains 15579 members 
Mstep: Class 11 contains 31925 members 
Mstep: Class 13 contains 14797 members 
Mstep: Class 14 contains 118344 members 
Mstep: Class 15 contains 16538 members 
Mstep: Class 16 contains 16185 members 
Mstep: Class 17 contains 215752 members 
Mstep: Class 19 contains 10138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50160720.000000 Penalty: 9652.849609
Iteration 24Q: 16 clusters Score -5.016072e+07 nChanged 24522
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 181359 members 
Mstep: Class 3 contains 16424 members 
Mstep: Class 6 contains 409694 members 
Mstep: Class 7 contains 314319 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 36436 members 
Mstep: Class 10 contains 13013 members 
Mstep: Class 11 contains 31937 members 
Mstep: Class 13 contains 12203 members 
Mstep: Class 14 contains 115398 members 
Mstep: Class 15 contains 17048 members 
Mstep: Class 16 contains 16665 members 
Mstep: Class 17 contains 209239 members 
Mstep: Class 19 contains 10499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50168788.000000 Penalty: 9652.849609
Iteration 25Q: 16 clusters Score -5.016879e+07 nChanged 22556
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 184296 members 
Mstep: Class 3 contains 16011 members 
Mstep: Class 6 contains 415753 members 
Mstep: Class 7 contains 318761 members 
Mstep: Class 8 contains 1875 members 
Mstep: Class 9 contains 36065 members 
Mstep: Class 10 contains 10766 members 
Mstep: Class 11 contains 32034 members 
Mstep: Class 13 contains 9928 members 
Mstep: Class 14 contains 112244 members 
Mstep: Class 15 contains 17476 members 
Mstep: Class 16 contains 17069 members 
Mstep: Class 17 contains 203160 members 
Mstep: Class 19 contains 10782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50175140.000000 Penalty: 9652.849609
Iteration 26Q: 16 clusters Score -5.017514e+07 nChanged 20700
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 187011 members 
Mstep: Class 3 contains 15697 members 
Mstep: Class 6 contains 421412 members 
Mstep: Class 7 contains 322996 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 35638 members 
Mstep: Class 10 contains 8781 members 
Mstep: Class 11 contains 32149 members 
Mstep: Class 13 contains 7987 members 
Mstep: Class 14 contains 108911 members 
Mstep: Class 15 contains 17870 members 
Mstep: Class 16 contains 17476 members 
Mstep: Class 17 contains 197504 members 
Mstep: Class 19 contains 10982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50180596.000000 Penalty: 9652.849609
Iteration 27Q: 16 clusters Score -5.01806e+07 nChanged 18919
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 189546 members 
Mstep: Class 3 contains 15433 members 
Mstep: Class 6 contains 426534 members 
Mstep: Class 7 contains 327006 members 
Mstep: Class 8 contains 1891 members 
Mstep: Class 9 contains 35218 members 
Mstep: Class 10 contains 7128 members 
Mstep: Class 11 contains 32312 members 
Mstep: Class 13 contains 6337 members 
Mstep: Class 14 contains 105463 members 
Mstep: Class 15 contains 18211 members 
Mstep: Class 16 contains 17918 members 
Mstep: Class 17 contains 192259 members 
Mstep: Class 19 contains 11100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50185672.000000 Penalty: 9652.849609
Iteration 28Q: 16 clusters Score -5.018567e+07 nChanged 17471
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 192270 members 
Mstep: Class 3 contains 15197 members 
Mstep: Class 6 contains 431130 members 
Mstep: Class 7 contains 330474 members 
Mstep: Class 8 contains 1898 members 
Mstep: Class 9 contains 34745 members 
Mstep: Class 10 contains 5743 members 
Mstep: Class 11 contains 32539 members 
Mstep: Class 13 contains 4886 members 
Mstep: Class 14 contains 101882 members 
Mstep: Class 15 contains 18551 members 
Mstep: Class 16 contains 18328 members 
Mstep: Class 17 contains 187550 members 
Mstep: Class 19 contains 11194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50189752.000000 Penalty: 9652.849609
Iteration 29Q: 16 clusters Score -5.018975e+07 nChanged 16184
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 195312 members 
Mstep: Class 3 contains 14979 members 
Mstep: Class 6 contains 435248 members 
Mstep: Class 7 contains 333321 members 
Mstep: Class 8 contains 1896 members 
Mstep: Class 9 contains 34280 members 
Mstep: Class 10 contains 4564 members 
Mstep: Class 11 contains 32801 members 
Mstep: Class 13 contains 3705 members 
Mstep: Class 14 contains 98117 members 
Mstep: Class 15 contains 18872 members 
Mstep: Class 16 contains 18689 members 
Mstep: Class 17 contains 183331 members 
Mstep: Class 19 contains 11288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50193104.000000 Penalty: 9652.849609
Iteration 30Q: 16 clusters Score -5.01931e+07 nChanged 15319
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 198641 members 
Mstep: Class 3 contains 14793 members 
Mstep: Class 6 contains 439069 members 
Mstep: Class 7 contains 335498 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 33871 members 
Mstep: Class 10 contains 3609 members 
Mstep: Class 11 contains 33039 members 
Mstep: Class 13 contains 2788 members 
Mstep: Class 14 contains 94264 members 
Mstep: Class 15 contains 19156 members 
Mstep: Class 16 contains 19024 members 
Mstep: Class 17 contains 179400 members 
Mstep: Class 19 contains 11399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50196396.000000 Penalty: 9652.849609
Iteration 31Q: 16 clusters Score -5.01964e+07 nChanged 14465
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 202236 members 
Mstep: Class 3 contains 14633 members 
Mstep: Class 6 contains 442654 members 
Mstep: Class 7 contains 337163 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 33468 members 
Mstep: Class 10 contains 2779 members 
Mstep: Class 11 contains 33263 members 
Mstep: Class 13 contains 2060 members 
Mstep: Class 14 contains 90403 members 
Mstep: Class 15 contains 19422 members 
Mstep: Class 16 contains 19330 members 
Mstep: Class 17 contains 175711 members 
Mstep: Class 19 contains 11481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50199828.000000 Penalty: 9652.849609
Iteration 32Q: 16 clusters Score -5.019983e+07 nChanged 13659
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 206011 members 
Mstep: Class 3 contains 14489 members 
Mstep: Class 6 contains 445981 members 
Mstep: Class 7 contains 338385 members 
Mstep: Class 8 contains 1780 members 
Mstep: Class 9 contains 33091 members 
Mstep: Class 10 contains 2105 members 
Mstep: Class 11 contains 33444 members 
Mstep: Class 13 contains 1547 members 
Mstep: Class 14 contains 86513 members 
Mstep: Class 15 contains 19652 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 172305 members 
Mstep: Class 19 contains 11547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50202052.000000 Penalty: 9652.849609
Iteration 33Q: 16 clusters Score -5.020205e+07 nChanged 12849
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 210000 members 
Mstep: Class 3 contains 14372 members 
Mstep: Class 6 contains 449124 members 
Mstep: Class 7 contains 339054 members 
Mstep: Class 8 contains 1743 members 
Mstep: Class 9 contains 32757 members 
Mstep: Class 10 contains 1622 members 
Mstep: Class 11 contains 33614 members 
Mstep: Class 13 contains 1193 members 
Mstep: Class 14 contains 82635 members 
Mstep: Class 15 contains 19841 members 
Mstep: Class 16 contains 19764 members 
Mstep: Class 17 contains 169120 members 
Mstep: Class 19 contains 11605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50204152.000000 Penalty: 9652.849609
Iteration 34Q: 16 clusters Score -5.020415e+07 nChanged 12256
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 214116 members 
Mstep: Class 3 contains 14287 members 
Mstep: Class 6 contains 452193 members 
Mstep: Class 7 contains 339322 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 32408 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 33735 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 78847 members 
Mstep: Class 15 contains 20002 members 
Mstep: Class 16 contains 19892 members 
Mstep: Class 17 contains 166073 members 
Mstep: Class 19 contains 11656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50205932.000000 Penalty: 9652.849609
Iteration 35Q: 16 clusters Score -5.020593e+07 nChanged 11616
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 218284 members 
Mstep: Class 3 contains 14199 members 
Mstep: Class 6 contains 455171 members 
Mstep: Class 7 contains 339239 members 
Mstep: Class 8 contains 1652 members 
Mstep: Class 9 contains 32064 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 33848 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 75208 members 
Mstep: Class 15 contains 20142 members 
Mstep: Class 16 contains 19980 members 
Mstep: Class 17 contains 163142 members 
Mstep: Class 19 contains 11702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50207904.000000 Penalty: 9652.849609
Iteration 36Q: 16 clusters Score -5.02079e+07 nChanged 11136
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 222588 members 
Mstep: Class 3 contains 14158 members 
Mstep: Class 6 contains 457908 members 
Mstep: Class 7 contains 338741 members 
Mstep: Class 8 contains 1608 members 
Mstep: Class 9 contains 31712 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 33953 members 
Mstep: Class 13 contains 674 members 
Mstep: Class 14 contains 71728 members 
Mstep: Class 15 contains 20259 members 
Mstep: Class 16 contains 20039 members 
Mstep: Class 17 contains 160448 members 
Mstep: Class 19 contains 11754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50209156.000000 Penalty: 9652.849609
Iteration 37Q: 16 clusters Score -5.020916e+07 nChanged 10762
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 227057 members 
Mstep: Class 3 contains 14104 members 
Mstep: Class 6 contains 460467 members 
Mstep: Class 7 contains 337931 members 
Mstep: Class 8 contains 1559 members 
Mstep: Class 9 contains 31381 members 
Mstep: Class 10 contains 696 members 
Mstep: Class 11 contains 34042 members 
Mstep: Class 13 contains 615 members 
Mstep: Class 14 contains 68277 members 
Mstep: Class 15 contains 20389 members 
Mstep: Class 16 contains 20070 members 
Mstep: Class 17 contains 157976 members 
Mstep: Class 19 contains 11809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 635.460999 but Gain 643.523438
Score: -50210976.000000 Penalty: 9009.326172
Iteration 38Q: 15 clusters Score -5.021098e+07 nChanged 11091
Entering ConstructFrom: 
Score: -50210976.000000 Penalty: 9009.326172
Entering ConstructFrom: 
Trying to split cluster 1 (1540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Entering Unmasked Estep 
Score: -61941.464844 Penalty: 333.948975
	Iteration 0F: 2 clusters Score -61941.46 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 789 members 
Entering Unmasked Estep 
Score: -60762.273438 Penalty: 667.897949
	Iteration 0F: 3 clusters Score -60762.27 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -61138.082031 Penalty: 667.897949
	Iteration 1F: 3 clusters Score -61138.08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -61210.570312 Penalty: 667.897949
	Iteration 2F: 3 clusters Score -61210.57 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -61268.308594 Penalty: 667.897949
	Iteration 3F: 3 clusters Score -61268.31 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -61308.320312 Penalty: 667.897949
	Iteration 4Q: 3 clusters Score -61308.32 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -61351.457031 Penalty: 667.897949
	Iteration 5Q: 3 clusters Score -61351.46 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -61395.093750 Penalty: 667.897949
	Iteration 6Q: 3 clusters Score -61395.09 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -61448.441406 Penalty: 667.897949
	Iteration 7Q: 3 clusters Score -61448.44 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -61504.972656 Penalty: 667.897949
	Iteration 8Q: 3 clusters Score -61504.97 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -61548.250000 Penalty: 667.897949
	Iteration 9Q: 3 clusters Score -61548.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -61571.265625 Penalty: 667.897949
	Iteration 10Q: 3 clusters Score -61571.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -61587.167969 Penalty: 667.897949
	Iteration 11Q: 3 clusters Score -61587.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -61599.527344 Penalty: 667.897949
	Iteration 12Q: 3 clusters Score -61599.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -61607.441406 Penalty: 667.897949
	Iteration 13Q: 3 clusters Score -61607.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -61615.628906 Penalty: 667.897949
	Iteration 14Q: 3 clusters Score -61615.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -61624.320312 Penalty: 667.897949
	Iteration 15Q: 3 clusters Score -61624.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -61633.015625 Penalty: 667.897949
	Iteration 16Q: 3 clusters Score -61633.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -61636.492188 Penalty: 667.897949
	Iteration 17Q: 3 clusters Score -61636.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -61638.832031 Penalty: 667.897949
	Iteration 18Q: 3 clusters Score -61638.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -61639.714844 Penalty: 667.897949
	Iteration 19Q: 3 clusters Score -61639.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -61640.386719 Penalty: 667.897949
	Iteration 20F: 3 clusters Score -61640.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (231993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231993 members 
Entering Unmasked Estep 
Score: -9519725.000000 Penalty: 562.128052
	Iteration 0F: 2 clusters Score -9519725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115876 members 
Mstep: Class 2 contains 116117 members 
Entering Unmasked Estep 
Score: -9361667.000000 Penalty: 1124.256104
	Iteration 0F: 3 clusters Score -9361667 nChanged 114221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100987 members 
Mstep: Class 2 contains 131006 members 
Entering Unmasked Estep 
Score: -9436515.000000 Penalty: 1124.256104
	Iteration 1F: 3 clusters Score -9436515 nChanged 12388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94307 members 
Mstep: Class 2 contains 137686 members 
Entering Unmasked Estep 
Score: -9443394.000000 Penalty: 1124.256104
	Iteration 2F: 3 clusters Score -9443394 nChanged 14423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85768 members 
Mstep: Class 2 contains 146225 members 
Entering Unmasked Estep 
Score: -9454604.000000 Penalty: 1124.256104
	Iteration 3F: 3 clusters Score -9454604 nChanged 16170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77064 members 
Mstep: Class 2 contains 154929 members 
Entering Unmasked Estep 
Score: -9469403.000000 Penalty: 1124.256104
	Iteration 4F: 3 clusters Score -9469403 nChanged 15523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70569 members 
Mstep: Class 2 contains 161424 members 
Entering Unmasked Estep 
Score: -9483036.000000 Penalty: 1124.256104
	Iteration 5F: 3 clusters Score -9483036 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 165306 members 
Entering Unmasked Estep 
Score: -9489603.000000 Penalty: 1124.256104
	Iteration 6Q: 3 clusters Score -9489603 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63502 members 
Mstep: Class 2 contains 168491 members 
Entering Unmasked Estep 
Score: -9491970.000000 Penalty: 1124.256104
	Iteration 7Q: 3 clusters Score -9491970 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60377 members 
Mstep: Class 2 contains 171616 members 
Entering Unmasked Estep 
Score: -9493230.000000 Penalty: 1124.256104
	Iteration 8Q: 3 clusters Score -9493230 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57148 members 
Mstep: Class 2 contains 174845 members 
Entering Unmasked Estep 
Score: -9494428.000000 Penalty: 1124.256104
	Iteration 9Q: 3 clusters Score -9494428 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 178038 members 
Entering Unmasked Estep 
Score: -9495646.000000 Penalty: 1124.256104
	Iteration 10Q: 3 clusters Score -9495646 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 181204 members 
Entering Unmasked Estep 
Score: -9496819.000000 Penalty: 1124.256104
	Iteration 11Q: 3 clusters Score -9496819 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 184359 members 
Entering Unmasked Estep 
Score: -9497948.000000 Penalty: 1124.256104
	Iteration 12Q: 3 clusters Score -9497948 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 187432 members 
Entering Unmasked Estep 
Score: -9499024.000000 Penalty: 1124.256104
	Iteration 13Q: 3 clusters Score -9499024 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 190474 members 
Entering Unmasked Estep 
Score: -9499977.000000 Penalty: 1124.256104
	Iteration 14Q: 3 clusters Score -9499977 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 193459 members 
Entering Unmasked Estep 
Score: -9501084.000000 Penalty: 1124.256104
	Iteration 15Q: 3 clusters Score -9501084 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 196370 members 
Entering Unmasked Estep 
Score: -9502138.000000 Penalty: 1124.256104
	Iteration 16Q: 3 clusters Score -9502138 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 199246 members 
Entering Unmasked Estep 
Score: -9503192.000000 Penalty: 1124.256104
	Iteration 17Q: 3 clusters Score -9503192 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 202153 members 
Entering Unmasked Estep 
Score: -9504276.000000 Penalty: 1124.256104
	Iteration 18Q: 3 clusters Score -9504276 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 205128 members 
Entering Unmasked Estep 
Score: -9505564.000000 Penalty: 1124.256104
	Iteration 19Q: 3 clusters Score -9505564 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 208044 members 
Entering Unmasked Estep 
Score: -9506905.000000 Penalty: 1124.256104
	Iteration 20F: 3 clusters Score -9506905 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 210840 members 
Entering Unmasked Estep 
Score: -9508206.000000 Penalty: 1124.256104
	Iteration 21Q: 3 clusters Score -9508206 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 213460 members 
Entering Unmasked Estep 
Score: -9509397.000000 Penalty: 1124.256104
	Iteration 22Q: 3 clusters Score -9509397 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 215904 members 
Entering Unmasked Estep 
Score: -9510593.000000 Penalty: 1124.256104
	Iteration 23Q: 3 clusters Score -9510593 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 218232 members 
Entering Unmasked Estep 
Score: -9511704.000000 Penalty: 1124.256104
	Iteration 24Q: 3 clusters Score -9511704 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 220372 members 
Entering Unmasked Estep 
Score: -9512837.000000 Penalty: 1124.256104
	Iteration 25Q: 3 clusters Score -9512837 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 222335 members 
Entering Unmasked Estep 
Score: -9513864.000000 Penalty: 1124.256104
	Iteration 26Q: 3 clusters Score -9513864 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 224077 members 
Entering Unmasked Estep 
Score: -9514833.000000 Penalty: 1124.256104
	Iteration 27Q: 3 clusters Score -9514833 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 225646 members 
Entering Unmasked Estep 
Score: -9515659.000000 Penalty: 1124.256104
	Iteration 28Q: 3 clusters Score -9515659 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 226972 members 
Entering Unmasked Estep 
Score: -9516346.000000 Penalty: 1124.256104
	Iteration 29Q: 3 clusters Score -9516346 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 228124 members 
Entering Unmasked Estep 
Score: -9517063.000000 Penalty: 1124.256104
	Iteration 30Q: 3 clusters Score -9517063 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 229082 members 
Entering Unmasked Estep 
Score: -9517617.000000 Penalty: 1124.256104
	Iteration 31Q: 3 clusters Score -9517617 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 229831 members 
Entering Unmasked Estep 
Score: -9518015.000000 Penalty: 1124.256104
	Iteration 32Q: 3 clusters Score -9518015 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 230431 members 
Entering Unmasked Estep 
Score: -9518375.000000 Penalty: 1124.256104
	Iteration 33Q: 3 clusters Score -9518375 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 230870 members 
Entering Unmasked Estep 
Score: -9518681.000000 Penalty: 1124.256104
	Iteration 34Q: 3 clusters Score -9518681 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 231187 members 
Entering Unmasked Estep 
Score: -9518855.000000 Penalty: 1124.256104
	Iteration 35Q: 3 clusters Score -9518855 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 231398 members 
Entering Unmasked Estep 
Score: -9518951.000000 Penalty: 1124.256104
	Iteration 36Q: 3 clusters Score -9518951 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 231540 members 
Entering Unmasked Estep 
Score: -9519003.000000 Penalty: 1124.256104
	Iteration 37Q: 3 clusters Score -9519003 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 231628 members 
Entering Unmasked Estep 
Score: -9519077.000000 Penalty: 1124.256104
	Iteration 38Q: 3 clusters Score -9519077 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 231687 members 
Entering Unmasked Estep 
Score: -9519088.000000 Penalty: 1124.256104
	Iteration 39Q: 3 clusters Score -9519088 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 231741 members 
Entering Unmasked Estep 
Score: -9519106.000000 Penalty: 1124.256104
	Iteration 40F: 3 clusters Score -9519106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 231779 members 
Entering Unmasked Estep 
Score: -9519144.000000 Penalty: 1124.256104
	Iteration 41Q: 3 clusters Score -9519144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 231797 members 
Entering Unmasked Estep 
Score: -9519146.000000 Penalty: 1124.256104
	Iteration 42Q: 3 clusters Score -9519146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 231810 members 
Entering Unmasked Estep 
Score: -9519162.000000 Penalty: 1124.256104
	Iteration 43Q: 3 clusters Score -9519162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 231825 members 
Entering Unmasked Estep 
Score: -9519167.000000 Penalty: 1124.256104
	Iteration 44Q: 3 clusters Score -9519167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 231839 members 
Entering Unmasked Estep 
Score: -9519189.000000 Penalty: 1124.256104
	Iteration 45Q: 3 clusters Score -9519189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 231849 members 
Entering Unmasked Estep 
Score: -9519201.000000 Penalty: 1124.256104
	Iteration 46Q: 3 clusters Score -9519201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 231855 members 
Entering Unmasked Estep 
Score: -9519212.000000 Penalty: 1124.256104
	Iteration 47Q: 3 clusters Score -9519212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 231861 members 
Entering Unmasked Estep 
Score: -9519220.000000 Penalty: 1124.256104
	Iteration 48Q: 3 clusters Score -9519220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 231860 members 
Entering Unmasked Estep 
Score: -9519221.000000 Penalty: 1124.256104
	Iteration 49Q: 3 clusters Score -9519221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 231862 members 
Entering Unmasked Estep 
Score: -9519220.000000 Penalty: 1124.256104
	Iteration 50Q: 3 clusters Score -9519220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 231863 members 
Entering Unmasked Estep 
Score: -9519220.000000 Penalty: 1124.256104
	Iteration 51Q: 3 clusters Score -9519220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 231863 members 
Entering Unmasked Estep 
Score: -9519220.000000 Penalty: 1124.256104
	Iteration 52F: 3 clusters Score -9519220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Entering Unmasked Estep 
Score: -466359.781250 Penalty: 434.561646
	Iteration 0F: 2 clusters Score -466359.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -457028.843750 Penalty: 869.123291
	Iteration 0F: 3 clusters Score -457028.8 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -461177.562500 Penalty: 869.123291
	Iteration 1F: 3 clusters Score -461177.6 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -462431.937500 Penalty: 869.123291
	Iteration 2F: 3 clusters Score -462431.9 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -464039.625000 Penalty: 869.123291
	Iteration 3F: 3 clusters Score -464039.6 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -465236.906250 Penalty: 869.123291
	Iteration 4F: 3 clusters Score -465236.9 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -466131.937500 Penalty: 869.123291
	Iteration 5F: 3 clusters Score -466131.9 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -466883.843750 Penalty: 869.123291
	Iteration 6F: 3 clusters Score -466883.8 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -467509.250000 Penalty: 869.123291
	Iteration 7Q: 3 clusters Score -467509.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -467940.875000 Penalty: 869.123291
	Iteration 8Q: 3 clusters Score -467940.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -468302.156250 Penalty: 869.123291
	Iteration 9Q: 3 clusters Score -468302.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -468565.281250 Penalty: 869.123291
	Iteration 10Q: 3 clusters Score -468565.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -468758.593750 Penalty: 869.123291
	Iteration 11Q: 3 clusters Score -468758.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -468890.406250 Penalty: 869.123291
	Iteration 12Q: 3 clusters Score -468890.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -468977.500000 Penalty: 869.123291
	Iteration 13Q: 3 clusters Score -468977.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -469066.062500 Penalty: 869.123291
	Iteration 14Q: 3 clusters Score -469066.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -469120.906250 Penalty: 869.123291
	Iteration 15Q: 3 clusters Score -469120.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -469135.843750 Penalty: 869.123291
	Iteration 16Q: 3 clusters Score -469135.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -469146.187500 Penalty: 869.123291
	Iteration 17Q: 3 clusters Score -469146.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -469149.625000 Penalty: 869.123291
	Iteration 18Q: 3 clusters Score -469149.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -469150.718750 Penalty: 869.123291
	Iteration 19Q: 3 clusters Score -469150.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -469152.812500 Penalty: 869.123291
	Iteration 20F: 3 clusters Score -469152.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -469156.250000 Penalty: 869.123291
	Iteration 21Q: 3 clusters Score -469156.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -469157.187500 Penalty: 869.123291
	Iteration 22Q: 3 clusters Score -469157.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -469158.687500 Penalty: 869.123291
	Iteration 23Q: 3 clusters Score -469158.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -469158.687500 Penalty: 869.123291
	Iteration 24F: 3 clusters Score -469158.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 231993 members 
Mstep: Class 3 contains 12659 members 
Mstep: Class 4 contains 1397 members 
Mstep: Class 6 contains 462931 members 
Mstep: Class 7 contains 337124 members 
Mstep: Class 8 contains 1505 members 
Mstep: Class 9 contains 31078 members 
Mstep: Class 11 contains 34108 members 
Mstep: Class 13 contains 574 members 
Mstep: Class 14 contains 64968 members 
Mstep: Class 15 contains 20469 members 
Mstep: Class 16 contains 20100 members 
Mstep: Class 17 contains 155582 members 
Mstep: Class 19 contains 11863 members 
Entering Unmasked Estep 
Score: -50214308.000000 Penalty: 9652.849609
Splitting cluster 3 changes total score from -50210976.000000 to -50214308.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 6 (462931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462931 members 
Entering Unmasked Estep 
Score: -17705868.000000 Penalty: 593.562622
	Iteration 0F: 2 clusters Score -1.770587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231563 members 
Mstep: Class 2 contains 231368 members 
Entering Unmasked Estep 
Score: -17393724.000000 Penalty: 1187.125244
	Iteration 0F: 3 clusters Score -1.739372e+07 nChanged 229094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232005 members 
Mstep: Class 2 contains 230926 members 
Entering Unmasked Estep 
Score: -17533748.000000 Penalty: 1187.125244
	Iteration 1F: 3 clusters Score -1.753375e+07 nChanged 18357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228520 members 
Mstep: Class 2 contains 234411 members 
Entering Unmasked Estep 
Score: -17539518.000000 Penalty: 1187.125244
	Iteration 2Q: 3 clusters Score -1.753952e+07 nChanged 22084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222098 members 
Mstep: Class 2 contains 240833 members 
Entering Unmasked Estep 
Score: -17548432.000000 Penalty: 1187.125244
	Iteration 3Q: 3 clusters Score -1.754843e+07 nChanged 26059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212675 members 
Mstep: Class 2 contains 250256 members 
Entering Unmasked Estep 
Score: -17559540.000000 Penalty: 1187.125244
	Iteration 4F: 3 clusters Score -1.755954e+07 nChanged 27926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200761 members 
Mstep: Class 2 contains 262170 members 
Entering Unmasked Estep 
Score: -17572860.000000 Penalty: 1187.125244
	Iteration 5F: 3 clusters Score -1.757286e+07 nChanged 27614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186897 members 
Mstep: Class 2 contains 276034 members 
Entering Unmasked Estep 
Score: -17585564.000000 Penalty: 1187.125244
	Iteration 6F: 3 clusters Score -1.758556e+07 nChanged 26637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170948 members 
Mstep: Class 2 contains 291983 members 
Entering Unmasked Estep 
Score: -17598690.000000 Penalty: 1187.125244
	Iteration 7F: 3 clusters Score -1.759869e+07 nChanged 25181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153277 members 
Mstep: Class 2 contains 309654 members 
Entering Unmasked Estep 
Score: -17610994.000000 Penalty: 1187.125244
	Iteration 8F: 3 clusters Score -1.761099e+07 nChanged 23096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134721 members 
Mstep: Class 2 contains 328210 members 
Entering Unmasked Estep 
Score: -17622388.000000 Penalty: 1187.125244
	Iteration 9Q: 3 clusters Score -1.762239e+07 nChanged 20955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115710 members 
Mstep: Class 2 contains 347221 members 
Entering Unmasked Estep 
Score: -17632750.000000 Penalty: 1187.125244
	Iteration 10Q: 3 clusters Score -1.763275e+07 nChanged 19737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96549 members 
Mstep: Class 2 contains 366382 members 
Entering Unmasked Estep 
Score: -17643200.000000 Penalty: 1187.125244
	Iteration 11Q: 3 clusters Score -1.76432e+07 nChanged 19131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77514 members 
Mstep: Class 2 contains 385417 members 
Entering Unmasked Estep 
Score: -17653254.000000 Penalty: 1187.125244
	Iteration 12Q: 3 clusters Score -1.765325e+07 nChanged 18407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 403818 members 
Entering Unmasked Estep 
Score: -17664122.000000 Penalty: 1187.125244
	Iteration 13Q: 3 clusters Score -1.766412e+07 nChanged 16998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 420816 members 
Entering Unmasked Estep 
Score: -17675152.000000 Penalty: 1187.125244
	Iteration 14Q: 3 clusters Score -1.767515e+07 nChanged 14683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 435499 members 
Entering Unmasked Estep 
Score: -17685192.000000 Penalty: 1187.125244
	Iteration 15Q: 3 clusters Score -1.768519e+07 nChanged 11717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 447216 members 
Entering Unmasked Estep 
Score: -17694040.000000 Penalty: 1187.125244
	Iteration 16Q: 3 clusters Score -1.769404e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 455315 members 
Entering Unmasked Estep 
Score: -17700358.000000 Penalty: 1187.125244
	Iteration 17Q: 3 clusters Score -1.770036e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 459572 members 
Entering Unmasked Estep 
Score: -17703644.000000 Penalty: 1187.125244
	Iteration 18Q: 3 clusters Score -1.770364e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 461292 members 
Entering Unmasked Estep 
Score: -17705018.000000 Penalty: 1187.125244
	Iteration 19Q: 3 clusters Score -1.770502e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 461842 members 
Entering Unmasked Estep 
Score: -17705862.000000 Penalty: 1187.125244
	Iteration 20F: 3 clusters Score -1.770586e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 461844 members 
Entering Unmasked Estep 
Score: -17706724.000000 Penalty: 1187.125244
	Iteration 21Q: 3 clusters Score -1.770672e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 461563 members 
Entering Unmasked Estep 
Score: -17707140.000000 Penalty: 1187.125244
	Iteration 22Q: 3 clusters Score -1.770714e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 461322 members 
Entering Unmasked Estep 
Score: -17707288.000000 Penalty: 1187.125244
	Iteration 23Q: 3 clusters Score -1.770729e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 461146 members 
Entering Unmasked Estep 
Score: -17707396.000000 Penalty: 1187.125244
	Iteration 24Q: 3 clusters Score -1.77074e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 460992 members 
Entering Unmasked Estep 
Score: -17707406.000000 Penalty: 1187.125244
	Iteration 25Q: 3 clusters Score -1.770741e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 460866 members 
Entering Unmasked Estep 
Score: -17707464.000000 Penalty: 1187.125244
	Iteration 26Q: 3 clusters Score -1.770746e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 460765 members 
Entering Unmasked Estep 
Score: -17707508.000000 Penalty: 1187.125244
	Iteration 27Q: 3 clusters Score -1.770751e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 460680 members 
Entering Unmasked Estep 
Score: -17707522.000000 Penalty: 1187.125244
	Iteration 28Q: 3 clusters Score -1.770752e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 460621 members 
Entering Unmasked Estep 
Score: -17707530.000000 Penalty: 1187.125244
	Iteration 29Q: 3 clusters Score -1.770753e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 460570 members 
Entering Unmasked Estep 
Score: -17707530.000000 Penalty: 1187.125244
	Iteration 30Q: 3 clusters Score -1.770753e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 460533 members 
Entering Unmasked Estep 
Score: -17707544.000000 Penalty: 1187.125244
	Iteration 31Q: 3 clusters Score -1.770754e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 460505 members 
Entering Unmasked Estep 
Score: -17707526.000000 Penalty: 1187.125244
	Iteration 32Q: 3 clusters Score -1.770753e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 460479 members 
Entering Unmasked Estep 
Score: -17707522.000000 Penalty: 1187.125244
	Iteration 33Q: 3 clusters Score -1.770752e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 460458 members 
Entering Unmasked Estep 
Score: -17707544.000000 Penalty: 1187.125244
	Iteration 34Q: 3 clusters Score -1.770754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 460439 members 
Entering Unmasked Estep 
Score: -17707558.000000 Penalty: 1187.125244
	Iteration 35Q: 3 clusters Score -1.770756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 460426 members 
Entering Unmasked Estep 
Score: -17707566.000000 Penalty: 1187.125244
	Iteration 36Q: 3 clusters Score -1.770757e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 460411 members 
Entering Unmasked Estep 
Score: -17707552.000000 Penalty: 1187.125244
	Iteration 37Q: 3 clusters Score -1.770755e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 460393 members 
Entering Unmasked Estep 
Score: -17707560.000000 Penalty: 1187.125244
	Iteration 38Q: 3 clusters Score -1.770756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 460382 members 
Entering Unmasked Estep 
Score: -17707566.000000 Penalty: 1187.125244
	Iteration 39Q: 3 clusters Score -1.770757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 460374 members 
Entering Unmasked Estep 
Score: -17707572.000000 Penalty: 1187.125244
	Iteration 40F: 3 clusters Score -1.770757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 460371 members 
Entering Unmasked Estep 
Score: -17707566.000000 Penalty: 1187.125244
	Iteration 41Q: 3 clusters Score -1.770757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 460367 members 
Entering Unmasked Estep 
Score: -17707578.000000 Penalty: 1187.125244
	Iteration 42Q: 3 clusters Score -1.770758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 460363 members 
Entering Unmasked Estep 
Score: -17707570.000000 Penalty: 1187.125244
	Iteration 43Q: 3 clusters Score -1.770757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 460355 members 
Entering Unmasked Estep 
Score: -17707566.000000 Penalty: 1187.125244
	Iteration 44Q: 3 clusters Score -1.770757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 460351 members 
Entering Unmasked Estep 
Score: -17707578.000000 Penalty: 1187.125244
	Iteration 45Q: 3 clusters Score -1.770758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 460350 members 
Entering Unmasked Estep 
Score: -17707584.000000 Penalty: 1187.125244
	Iteration 46Q: 3 clusters Score -1.770758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 460346 members 
Entering Unmasked Estep 
Score: -17707590.000000 Penalty: 1187.125244
	Iteration 47Q: 3 clusters Score -1.770759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 460340 members 
Entering Unmasked Estep 
Score: -17707588.000000 Penalty: 1187.125244
	Iteration 48Q: 3 clusters Score -1.770759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 460340 members 
Entering Unmasked Estep 
Score: -17707594.000000 Penalty: 1187.125244
	Iteration 49Q: 3 clusters Score -1.770759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 460339 members 
Entering Unmasked Estep 
Score: -17707592.000000 Penalty: 1187.125244
	Iteration 50Q: 3 clusters Score -1.770759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 460339 members 
Entering Unmasked Estep 
Score: -17707592.000000 Penalty: 1187.125244
	Iteration 51F: 3 clusters Score -1.770759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 231993 members 
Mstep: Class 3 contains 12659 members 
Mstep: Class 4 contains 1397 members 
Mstep: Class 5 contains 460339 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 337124 members 
Mstep: Class 8 contains 1505 members 
Mstep: Class 9 contains 31078 members 
Mstep: Class 11 contains 34108 members 
Mstep: Class 13 contains 574 members 
Mstep: Class 14 contains 64968 members 
Mstep: Class 15 contains 20469 members 
Mstep: Class 16 contains 20100 members 
Mstep: Class 17 contains 155582 members 
Mstep: Class 19 contains 11863 members 
Entering Unmasked Estep 
Score: -50215868.000000 Penalty: 10296.372070
Splitting cluster 6 changes total score from -50210976.000000 to -50215868.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 7 (337124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337124 members 
Entering Unmasked Estep 
Score: -12567831.000000 Penalty: 579.133362
	Iteration 0F: 2 clusters Score -1.256783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168451 members 
Mstep: Class 2 contains 168673 members 
Entering Unmasked Estep 
Score: -12338130.000000 Penalty: 1158.266724
	Iteration 0F: 3 clusters Score -1.233813e+07 nChanged 166854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153893 members 
Mstep: Class 2 contains 183231 members 
Entering Unmasked Estep 
Score: -12446782.000000 Penalty: 1158.266724
	Iteration 1F: 3 clusters Score -1.244678e+07 nChanged 19824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142619 members 
Mstep: Class 2 contains 194505 members 
Entering Unmasked Estep 
Score: -12456601.000000 Penalty: 1158.266724
	Iteration 2F: 3 clusters Score -1.24566e+07 nChanged 23734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126967 members 
Mstep: Class 2 contains 210157 members 
Entering Unmasked Estep 
Score: -12471040.000000 Penalty: 1158.266724
	Iteration 3F: 3 clusters Score -1.247104e+07 nChanged 25425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108488 members 
Mstep: Class 2 contains 228636 members 
Entering Unmasked Estep 
Score: -12488673.000000 Penalty: 1158.266724
	Iteration 4F: 3 clusters Score -1.248867e+07 nChanged 23879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89629 members 
Mstep: Class 2 contains 247495 members 
Entering Unmasked Estep 
Score: -12506449.000000 Penalty: 1158.266724
	Iteration 5F: 3 clusters Score -1.250645e+07 nChanged 20424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72251 members 
Mstep: Class 2 contains 264873 members 
Entering Unmasked Estep 
Score: -12522364.000000 Penalty: 1158.266724
	Iteration 6F: 3 clusters Score -1.252236e+07 nChanged 16546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56963 members 
Mstep: Class 2 contains 280161 members 
Entering Unmasked Estep 
Score: -12535117.000000 Penalty: 1158.266724
	Iteration 7Q: 3 clusters Score -1.253512e+07 nChanged 13157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 293028 members 
Entering Unmasked Estep 
Score: -12544710.000000 Penalty: 1158.266724
	Iteration 8Q: 3 clusters Score -1.254471e+07 nChanged 10771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 303753 members 
Entering Unmasked Estep 
Score: -12552386.000000 Penalty: 1158.266724
	Iteration 9Q: 3 clusters Score -1.255239e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 312485 members 
Entering Unmasked Estep 
Score: -12558457.000000 Penalty: 1158.266724
	Iteration 10Q: 3 clusters Score -1.255846e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 319158 members 
Entering Unmasked Estep 
Score: -12562728.000000 Penalty: 1158.266724
	Iteration 11Q: 3 clusters Score -1.256273e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 323912 members 
Entering Unmasked Estep 
Score: -12565434.000000 Penalty: 1158.266724
	Iteration 12Q: 3 clusters Score -1.256543e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 327078 members 
Entering Unmasked Estep 
Score: -12566987.000000 Penalty: 1158.266724
	Iteration 13Q: 3 clusters Score -1.256699e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 329158 members 
Entering Unmasked Estep 
Score: -12567987.000000 Penalty: 1158.266724
	Iteration 14Q: 3 clusters Score -1.256799e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 330562 members 
Entering Unmasked Estep 
Score: -12568493.000000 Penalty: 1158.266724
	Iteration 15Q: 3 clusters Score -1.256849e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 331526 members 
Entering Unmasked Estep 
Score: -12568860.000000 Penalty: 1158.266724
	Iteration 16Q: 3 clusters Score -1.256886e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 332202 members 
Entering Unmasked Estep 
Score: -12569034.000000 Penalty: 1158.266724
	Iteration 17Q: 3 clusters Score -1.256903e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 332660 members 
Entering Unmasked Estep 
Score: -12569182.000000 Penalty: 1158.266724
	Iteration 18Q: 3 clusters Score -1.256918e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 332962 members 
Entering Unmasked Estep 
Score: -12569233.000000 Penalty: 1158.266724
	Iteration 19Q: 3 clusters Score -1.256923e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 333157 members 
Entering Unmasked Estep 
Score: -12569295.000000 Penalty: 1158.266724
	Iteration 20F: 3 clusters Score -1.25693e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 333307 members 
Entering Unmasked Estep 
Score: -12569322.000000 Penalty: 1158.266724
	Iteration 21Q: 3 clusters Score -1.256932e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 333412 members 
Entering Unmasked Estep 
Score: -12569367.000000 Penalty: 1158.266724
	Iteration 22Q: 3 clusters Score -1.256937e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 333482 members 
Entering Unmasked Estep 
Score: -12569439.000000 Penalty: 1158.266724
	Iteration 23Q: 3 clusters Score -1.256944e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 333502 members 
Entering Unmasked Estep 
Score: -12569457.000000 Penalty: 1158.266724
	Iteration 24Q: 3 clusters Score -1.256946e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 333504 members 
Entering Unmasked Estep 
Score: -12569508.000000 Penalty: 1158.266724
	Iteration 25Q: 3 clusters Score -1.256951e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 333489 members 
Entering Unmasked Estep 
Score: -12569592.000000 Penalty: 1158.266724
	Iteration 26Q: 3 clusters Score -1.256959e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 333458 members 
Entering Unmasked Estep 
Score: -12569605.000000 Penalty: 1158.266724
	Iteration 27Q: 3 clusters Score -1.25696e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 333441 members 
Entering Unmasked Estep 
Score: -12569631.000000 Penalty: 1158.266724
	Iteration 28Q: 3 clusters Score -1.256963e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 333429 members 
Entering Unmasked Estep 
Score: -12569664.000000 Penalty: 1158.266724
	Iteration 29Q: 3 clusters Score -1.256966e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 333380 members 
Entering Unmasked Estep 
Score: -12569726.000000 Penalty: 1158.266724
	Iteration 30Q: 3 clusters Score -1.256973e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 333343 members 
Entering Unmasked Estep 
Score: -12569761.000000 Penalty: 1158.266724
	Iteration 31Q: 3 clusters Score -1.256976e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 333314 members 
Entering Unmasked Estep 
Score: -12569793.000000 Penalty: 1158.266724
	Iteration 32Q: 3 clusters Score -1.256979e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 333290 members 
Entering Unmasked Estep 
Score: -12569851.000000 Penalty: 1158.266724
	Iteration 33Q: 3 clusters Score -1.256985e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 333253 members 
Entering Unmasked Estep 
Score: -12569921.000000 Penalty: 1158.266724
	Iteration 34Q: 3 clusters Score -1.256992e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 333212 members 
Entering Unmasked Estep 
Score: -12569980.000000 Penalty: 1158.266724
	Iteration 35Q: 3 clusters Score -1.256998e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 333166 members 
Entering Unmasked Estep 
Score: -12570049.000000 Penalty: 1158.266724
	Iteration 36Q: 3 clusters Score -1.257005e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 333127 members 
Entering Unmasked Estep 
Score: -12570082.000000 Penalty: 1158.266724
	Iteration 37Q: 3 clusters Score -1.257008e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 333089 members 
Entering Unmasked Estep 
Score: -12570104.000000 Penalty: 1158.266724
	Iteration 38Q: 3 clusters Score -1.25701e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 333051 members 
Entering Unmasked Estep 
Score: -12570133.000000 Penalty: 1158.266724
	Iteration 39Q: 3 clusters Score -1.257013e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 333014 members 
Entering Unmasked Estep 
Score: -12570183.000000 Penalty: 1158.266724
	Iteration 40F: 3 clusters Score -1.257018e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 332951 members 
Entering Unmasked Estep 
Score: -12570238.000000 Penalty: 1158.266724
	Iteration 41Q: 3 clusters Score -1.257024e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 332889 members 
Entering Unmasked Estep 
Score: -12570223.000000 Penalty: 1158.266724
	Iteration 42Q: 3 clusters Score -1.257022e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 332839 members 
Entering Unmasked Estep 
Score: -12570220.000000 Penalty: 1158.266724
	Iteration 43Q: 3 clusters Score -1.257022e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 332779 members 
Entering Unmasked Estep 
Score: -12570195.000000 Penalty: 1158.266724
	Iteration 44Q: 3 clusters Score -1.25702e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 332729 members 
Entering Unmasked Estep 
Score: -12570207.000000 Penalty: 1158.266724
	Iteration 45Q: 3 clusters Score -1.257021e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 332678 members 
Entering Unmasked Estep 
Score: -12570232.000000 Penalty: 1158.266724
	Iteration 46Q: 3 clusters Score -1.257023e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 332644 members 
Entering Unmasked Estep 
Score: -12570232.000000 Penalty: 1158.266724
	Iteration 47Q: 3 clusters Score -1.257023e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 332630 members 
Entering Unmasked Estep 
Score: -12570238.000000 Penalty: 1158.266724
	Iteration 48Q: 3 clusters Score -1.257024e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 332615 members 
Entering Unmasked Estep 
Score: -12570239.000000 Penalty: 1158.266724
	Iteration 49Q: 3 clusters Score -1.257024e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 332591 members 
Entering Unmasked Estep 
Score: -12570238.000000 Penalty: 1158.266724
	Iteration 50Q: 3 clusters Score -1.257024e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 332579 members 
Entering Unmasked Estep 
Score: -12570234.000000 Penalty: 1158.266724
	Iteration 51Q: 3 clusters Score -1.257023e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 332568 members 
Entering Unmasked Estep 
Score: -12570255.000000 Penalty: 1158.266724
	Iteration 52Q: 3 clusters Score -1.257026e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 332552 members 
Entering Unmasked Estep 
Score: -12570258.000000 Penalty: 1158.266724
	Iteration 53Q: 3 clusters Score -1.257026e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 332539 members 
Entering Unmasked Estep 
Score: -12570242.000000 Penalty: 1158.266724
	Iteration 54Q: 3 clusters Score -1.257024e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 332529 members 
Entering Unmasked Estep 
Score: -12570241.000000 Penalty: 1158.266724
	Iteration 55Q: 3 clusters Score -1.257024e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 332524 members 
Entering Unmasked Estep 
Score: -12570232.000000 Penalty: 1158.266724
	Iteration 56Q: 3 clusters Score -1.257023e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 332517 members 
Entering Unmasked Estep 
Score: -12570242.000000 Penalty: 1158.266724
	Iteration 57Q: 3 clusters Score -1.257024e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 332512 members 
Entering Unmasked Estep 
Score: -12570245.000000 Penalty: 1158.266724
	Iteration 58Q: 3 clusters Score -1.257024e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 332516 members 
Entering Unmasked Estep 
Score: -12570248.000000 Penalty: 1158.266724
	Iteration 59Q: 3 clusters Score -1.257025e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 332511 members 
Entering Unmasked Estep 
Score: -12570253.000000 Penalty: 1158.266724
	Iteration 60F: 3 clusters Score -1.257025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 332504 members 
Entering Unmasked Estep 
Score: -12570255.000000 Penalty: 1158.266724
	Iteration 61Q: 3 clusters Score -1.257026e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 332492 members 
Entering Unmasked Estep 
Score: -12570255.000000 Penalty: 1158.266724
	Iteration 62Q: 3 clusters Score -1.257026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 332484 members 
Entering Unmasked Estep 
Score: -12570248.000000 Penalty: 1158.266724
	Iteration 63Q: 3 clusters Score -1.257025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 332479 members 
Entering Unmasked Estep 
Score: -12570251.000000 Penalty: 1158.266724
	Iteration 64Q: 3 clusters Score -1.257025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 332474 members 
Entering Unmasked Estep 
Score: -12570252.000000 Penalty: 1158.266724
	Iteration 65Q: 3 clusters Score -1.257025e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 332462 members 
Entering Unmasked Estep 
Score: -12570246.000000 Penalty: 1158.266724
	Iteration 66Q: 3 clusters Score -1.257025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 332455 members 
Entering Unmasked Estep 
Score: -12570251.000000 Penalty: 1158.266724
	Iteration 67Q: 3 clusters Score -1.257025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 332451 members 
Entering Unmasked Estep 
Score: -12570243.000000 Penalty: 1158.266724
	Iteration 68Q: 3 clusters Score -1.257024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 332450 members 
Entering Unmasked Estep 
Score: -12570250.000000 Penalty: 1158.266724
	Iteration 69Q: 3 clusters Score -1.257025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 332450 members 
Entering Unmasked Estep 
Score: -12570248.000000 Penalty: 1158.266724
	Iteration 70Q: 3 clusters Score -1.257025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 332448 members 
Entering Unmasked Estep 
Score: -12570246.000000 Penalty: 1158.266724
	Iteration 71Q: 3 clusters Score -1.257025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 332445 members 
Entering Unmasked Estep 
Score: -12570247.000000 Penalty: 1158.266724
	Iteration 72Q: 3 clusters Score -1.257025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 332442 members 
Entering Unmasked Estep 
Score: -12570250.000000 Penalty: 1158.266724
	Iteration 73Q: 3 clusters Score -1.257025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 332442 members 
Entering Unmasked Estep 
Score: -12570250.000000 Penalty: 1158.266724
	Iteration 74F: 3 clusters Score -1.257025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 231993 members 
Mstep: Class 3 contains 12659 members 
Mstep: Class 4 contains 1397 members 
Mstep: Class 5 contains 460339 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 4682 members 
Mstep: Class 8 contains 1505 members 
Mstep: Class 9 contains 31078 members 
Mstep: Class 10 contains 332442 members 
Mstep: Class 11 contains 34108 members 
Mstep: Class 13 contains 574 members 
Mstep: Class 14 contains 64968 members 
Mstep: Class 15 contains 20469 members 
Mstep: Class 16 contains 20100 members 
Mstep: Class 17 contains 155582 members 
Mstep: Class 19 contains 11863 members 
Entering Unmasked Estep 
Score: -50218588.000000 Penalty: 10939.895508
Splitting cluster 7 changes total score from -50210976.000000 to -50218588.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 8 (1505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Entering Unmasked Estep 
Score: -71535.921875 Penalty: 332.902954
	Iteration 0F: 2 clusters Score -71535.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -70397.492188 Penalty: 665.805908
	Iteration 0F: 3 clusters Score -70397.49 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -70709.664062 Penalty: 665.805908
	Iteration 1F: 3 clusters Score -70709.66 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -70747.984375 Penalty: 665.805908
	Iteration 2F: 3 clusters Score -70747.98 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -70776.656250 Penalty: 665.805908
	Iteration 3Q: 3 clusters Score -70776.66 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -70804.703125 Penalty: 665.805908
	Iteration 4Q: 3 clusters Score -70804.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -70828.664062 Penalty: 665.805908
	Iteration 5Q: 3 clusters Score -70828.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -70844.031250 Penalty: 665.805908
	Iteration 6Q: 3 clusters Score -70844.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -70858.562500 Penalty: 665.805908
	Iteration 7Q: 3 clusters Score -70858.56 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -70876.054688 Penalty: 665.805908
	Iteration 8Q: 3 clusters Score -70876.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -70903.734375 Penalty: 665.805908
	Iteration 9Q: 3 clusters Score -70903.73 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -70926.304688 Penalty: 665.805908
	Iteration 10Q: 3 clusters Score -70926.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -70949.085938 Penalty: 665.805908
	Iteration 11Q: 3 clusters Score -70949.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -70973.773438 Penalty: 665.805908
	Iteration 12Q: 3 clusters Score -70973.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -70998.460938 Penalty: 665.805908
	Iteration 13Q: 3 clusters Score -70998.46 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -71027.078125 Penalty: 665.805908
	Iteration 14Q: 3 clusters Score -71027.08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -71061.007812 Penalty: 665.805908
	Iteration 15Q: 3 clusters Score -71061.01 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -71084.281250 Penalty: 665.805908
	Iteration 16Q: 3 clusters Score -71084.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -71100.890625 Penalty: 665.805908
	Iteration 17Q: 3 clusters Score -71100.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -71118.851562 Penalty: 665.805908
	Iteration 18Q: 3 clusters Score -71118.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -71136.320312 Penalty: 665.805908
	Iteration 19Q: 3 clusters Score -71136.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -71148.007812 Penalty: 665.805908
	Iteration 20F: 3 clusters Score -71148.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -71158.539062 Penalty: 665.805908
	Iteration 21Q: 3 clusters Score -71158.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -71169.656250 Penalty: 665.805908
	Iteration 22Q: 3 clusters Score -71169.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -71179.593750 Penalty: 665.805908
	Iteration 23Q: 3 clusters Score -71179.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -71187.156250 Penalty: 665.805908
	Iteration 24Q: 3 clusters Score -71187.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71190.023438 Penalty: 665.805908
	Iteration 25Q: 3 clusters Score -71190.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -71193.367188 Penalty: 665.805908
	Iteration 26Q: 3 clusters Score -71193.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -71194.445312 Penalty: 665.805908
	Iteration 27Q: 3 clusters Score -71194.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -71195.898438 Penalty: 665.805908
	Iteration 28Q: 3 clusters Score -71195.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -71196.546875 Penalty: 665.805908
	Iteration 29Q: 3 clusters Score -71196.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -71197.156250 Penalty: 665.805908
	Iteration 30Q: 3 clusters Score -71197.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -71197.828125 Penalty: 665.805908
	Iteration 31Q: 3 clusters Score -71197.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -71197.828125 Penalty: 665.805908
	Iteration 32F: 3 clusters Score -71197.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Entering Unmasked Estep 
Score: -1032031.687500 Penalty: 470.663635
	Iteration 0F: 2 clusters Score -1032032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1011455.375000 Penalty: 941.327271
	Iteration 0F: 3 clusters Score -1011455 nChanged 14807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -1021846.562500 Penalty: 941.327271
	Iteration 1F: 3 clusters Score -1021847 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -1023436.312500 Penalty: 941.327271
	Iteration 2F: 3 clusters Score -1023436 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -1025350.437500 Penalty: 941.327271
	Iteration 3F: 3 clusters Score -1025350 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -1027588.375000 Penalty: 941.327271
	Iteration 4F: 3 clusters Score -1027588 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -1029674.187500 Penalty: 941.327271
	Iteration 5F: 3 clusters Score -1029674 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -1031357.375000 Penalty: 941.327271
	Iteration 6F: 3 clusters Score -1031357 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -1032932.250000 Penalty: 941.327271
	Iteration 7Q: 3 clusters Score -1032932 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -1033900.750000 Penalty: 941.327271
	Iteration 8Q: 3 clusters Score -1033901 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -1034288.000000 Penalty: 941.327271
	Iteration 9Q: 3 clusters Score -1034288 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -1034435.625000 Penalty: 941.327271
	Iteration 10Q: 3 clusters Score -1034436 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -1034529.937500 Penalty: 941.327271
	Iteration 11Q: 3 clusters Score -1034530 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -1034588.562500 Penalty: 941.327271
	Iteration 12Q: 3 clusters Score -1034589 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -1034609.250000 Penalty: 941.327271
	Iteration 13Q: 3 clusters Score -1034609 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -1034613.937500 Penalty: 941.327271
	Iteration 14Q: 3 clusters Score -1034614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -1034616.687500 Penalty: 941.327271
	Iteration 15Q: 3 clusters Score -1034617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -1034617.500000 Penalty: 941.327271
	Iteration 16Q: 3 clusters Score -1034618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -1034620.250000 Penalty: 941.327271
	Iteration 17Q: 3 clusters Score -1034620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -1034619.687500 Penalty: 941.327271
	Iteration 18Q: 3 clusters Score -1034620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -1034621.125000 Penalty: 941.327271
	Iteration 19Q: 3 clusters Score -1034621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -1034808.875000 Penalty: 941.327271
	Iteration 20F: 3 clusters Score -1034809 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -1034837.000000 Penalty: 941.327271
	Iteration 21Q: 3 clusters Score -1034837 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -1034851.500000 Penalty: 941.327271
	Iteration 22Q: 3 clusters Score -1034852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -1034858.562500 Penalty: 941.327271
	Iteration 23Q: 3 clusters Score -1034859 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -1034861.812500 Penalty: 941.327271
	Iteration 24Q: 3 clusters Score -1034862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -1034867.437500 Penalty: 941.327271
	Iteration 25Q: 3 clusters Score -1034867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -1034868.500000 Penalty: 941.327271
	Iteration 26Q: 3 clusters Score -1034868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -1034868.375000 Penalty: 941.327271
	Iteration 27Q: 3 clusters Score -1034868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -1034868.625000 Penalty: 941.327271
	Iteration 28Q: 3 clusters Score -1034869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -1034867.125000 Penalty: 941.327271
	Iteration 29Q: 3 clusters Score -1034867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -1034868.562500 Penalty: 941.327271
	Iteration 30Q: 3 clusters Score -1034869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -1034868.625000 Penalty: 941.327271
	Iteration 31Q: 3 clusters Score -1034869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -1034868.625000 Penalty: 941.327271
	Iteration 32F: 3 clusters Score -1034869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 231993 members 
Mstep: Class 3 contains 12659 members 
Mstep: Class 4 contains 1397 members 
Mstep: Class 5 contains 460339 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 4682 members 
Mstep: Class 8 contains 1505 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 10 contains 332442 members 
Mstep: Class 11 contains 34108 members 
Mstep: Class 12 contains 29944 members 
Mstep: Class 13 contains 574 members 
Mstep: Class 14 contains 64968 members 
Mstep: Class 15 contains 20469 members 
Mstep: Class 16 contains 20100 members 
Mstep: Class 17 contains 155582 members 
Mstep: Class 19 contains 11863 members 
Entering Unmasked Estep 
Score: -50221248.000000 Penalty: 11583.418945
Splitting cluster 9 changes total score from -50210976.000000 to -50221248.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 11 (34108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Entering Unmasked Estep 
Score: -1077380.500000 Penalty: 474.896576
	Iteration 0F: 2 clusters Score -1077380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -1054659.500000 Penalty: 949.793152
	Iteration 0F: 3 clusters Score -1054660 nChanged 16419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -1065649.500000 Penalty: 949.793152
	Iteration 1F: 3 clusters Score -1065650 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1068882.625000 Penalty: 949.793152
	Iteration 2F: 3 clusters Score -1068883 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1073519.250000 Penalty: 949.793152
	Iteration 3F: 3 clusters Score -1073519 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1078383.625000 Penalty: 949.793152
	Iteration 4F: 3 clusters Score -1078384 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1080782.125000 Penalty: 949.793152
	Iteration 5F: 3 clusters Score -1080782 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1081515.250000 Penalty: 949.793152
	Iteration 6Q: 3 clusters Score -1081515 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1081714.000000 Penalty: 949.793152
	Iteration 7Q: 3 clusters Score -1081714 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1081789.250000 Penalty: 949.793152
	Iteration 8Q: 3 clusters Score -1081789 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1081842.375000 Penalty: 949.793152
	Iteration 9Q: 3 clusters Score -1081842 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1081890.000000 Penalty: 949.793152
	Iteration 10Q: 3 clusters Score -1081890 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1081937.375000 Penalty: 949.793152
	Iteration 11Q: 3 clusters Score -1081937 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1081997.375000 Penalty: 949.793152
	Iteration 12Q: 3 clusters Score -1081997 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1082080.000000 Penalty: 949.793152
	Iteration 13Q: 3 clusters Score -1082080 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1082225.625000 Penalty: 949.793152
	Iteration 14Q: 3 clusters Score -1082226 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1082495.875000 Penalty: 949.793152
	Iteration 15Q: 3 clusters Score -1082496 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1082856.250000 Penalty: 949.793152
	Iteration 16Q: 3 clusters Score -1082856 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1083162.125000 Penalty: 949.793152
	Iteration 17Q: 3 clusters Score -1083162 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1083410.500000 Penalty: 949.793152
	Iteration 18Q: 3 clusters Score -1083410 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1083590.375000 Penalty: 949.793152
	Iteration 19Q: 3 clusters Score -1083590 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1083739.250000 Penalty: 949.793152
	Iteration 20F: 3 clusters Score -1083739 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1083861.375000 Penalty: 949.793152
	Iteration 21Q: 3 clusters Score -1083861 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1083951.750000 Penalty: 949.793152
	Iteration 22Q: 3 clusters Score -1083952 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1084018.000000 Penalty: 949.793152
	Iteration 23Q: 3 clusters Score -1084018 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1084088.250000 Penalty: 949.793152
	Iteration 24Q: 3 clusters Score -1084088 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1084145.125000 Penalty: 949.793152
	Iteration 25Q: 3 clusters Score -1084145 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1084230.750000 Penalty: 949.793152
	Iteration 26Q: 3 clusters Score -1084231 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1084307.000000 Penalty: 949.793152
	Iteration 27Q: 3 clusters Score -1084307 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1084357.375000 Penalty: 949.793152
	Iteration 28Q: 3 clusters Score -1084357 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1084376.875000 Penalty: 949.793152
	Iteration 29Q: 3 clusters Score -1084377 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1084390.750000 Penalty: 949.793152
	Iteration 30Q: 3 clusters Score -1084391 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1084395.250000 Penalty: 949.793152
	Iteration 31Q: 3 clusters Score -1084395 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1084401.125000 Penalty: 949.793152
	Iteration 32Q: 3 clusters Score -1084401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1084400.500000 Penalty: 949.793152
	Iteration 33Q: 3 clusters Score -1084400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1084404.875000 Penalty: 949.793152
	Iteration 34Q: 3 clusters Score -1084405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1084404.625000 Penalty: 949.793152
	Iteration 35Q: 3 clusters Score -1084405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1084409.250000 Penalty: 949.793152
	Iteration 36Q: 3 clusters Score -1084409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1084410.250000 Penalty: 949.793152
	Iteration 37Q: 3 clusters Score -1084410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1084412.500000 Penalty: 949.793152
	Iteration 38Q: 3 clusters Score -1084412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1084411.125000 Penalty: 949.793152
	Iteration 39Q: 3 clusters Score -1084411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1084410.625000 Penalty: 949.793152
	Iteration 40F: 3 clusters Score -1084411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1084409.625000 Penalty: 949.793152
	Iteration 41Q: 3 clusters Score -1084410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1084408.625000 Penalty: 949.793152
	Iteration 42Q: 3 clusters Score -1084409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1084409.000000 Penalty: 949.793152
	Iteration 43Q: 3 clusters Score -1084409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1084409.000000 Penalty: 949.793152
	Iteration 44Q: 3 clusters Score -1084409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1084409.125000 Penalty: 949.793152
	Iteration 45Q: 3 clusters Score -1084409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1084409.750000 Penalty: 949.793152
	Iteration 46Q: 3 clusters Score -1084410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1084409.750000 Penalty: 949.793152
	Iteration 47F: 3 clusters Score -1084410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 231993 members 
Mstep: Class 3 contains 12659 members 
Mstep: Class 4 contains 1397 members 
Mstep: Class 5 contains 460339 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 4682 members 
Mstep: Class 8 contains 1505 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 10 contains 332442 members 
Mstep: Class 11 contains 29259 members 
Mstep: Class 12 contains 29944 members 
Mstep: Class 13 contains 574 members 
Mstep: Class 14 contains 64968 members 
Mstep: Class 15 contains 20469 members 
Mstep: Class 16 contains 20100 members 
Mstep: Class 17 contains 155582 members 
Mstep: Class 18 contains 4849 members 
Mstep: Class 19 contains 11863 members 
Entering Unmasked Estep 
Score: -50228420.000000 Penalty: 12226.942383
Splitting cluster 11 changes total score from -50210976.000000 to -50228420.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 13 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -25369.441406 Penalty: 289.044617
	Iteration 0F: 2 clusters Score -25369.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -24821.984375 Penalty: 578.089233
	Iteration 0F: 3 clusters Score -24821.98 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -24944.259766 Penalty: 578.089233
	Iteration 1F: 3 clusters Score -24944.26 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -24972.791016 Penalty: 578.089233
	Iteration 2F: 3 clusters Score -24972.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -24983.744141 Penalty: 578.089233
	Iteration 3Q: 3 clusters Score -24983.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -24994.546875 Penalty: 578.089233
	Iteration 4Q: 3 clusters Score -24994.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -25000.482422 Penalty: 578.089233
	Iteration 5Q: 3 clusters Score -25000.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -25005.033203 Penalty: 578.089233
	Iteration 6Q: 3 clusters Score -25005.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -25009.480469 Penalty: 578.089233
	Iteration 7Q: 3 clusters Score -25009.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -25014.435547 Penalty: 578.089233
	Iteration 8Q: 3 clusters Score -25014.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -25019.798828 Penalty: 578.089233
	Iteration 9Q: 3 clusters Score -25019.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -25022.390625 Penalty: 578.089233
	Iteration 10Q: 3 clusters Score -25022.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -25025.972656 Penalty: 578.089233
	Iteration 11Q: 3 clusters Score -25025.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -25027.064453 Penalty: 578.089233
	Iteration 12Q: 3 clusters Score -25027.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -25031.574219 Penalty: 578.089233
	Iteration 13Q: 3 clusters Score -25031.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -25036.582031 Penalty: 578.089233
	Iteration 14Q: 3 clusters Score -25036.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -25041.037109 Penalty: 578.089233
	Iteration 15Q: 3 clusters Score -25041.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -25044.195312 Penalty: 578.089233
	Iteration 16Q: 3 clusters Score -25044.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -25045.638672 Penalty: 578.089233
	Iteration 17Q: 3 clusters Score -25045.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -25049.787109 Penalty: 578.089233
	Iteration 18Q: 3 clusters Score -25049.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -25054.996094 Penalty: 578.089233
	Iteration 19Q: 3 clusters Score -25055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -25063.714844 Penalty: 578.089233
	Iteration 20F: 3 clusters Score -25063.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -25068.867188 Penalty: 578.089233
	Iteration 21Q: 3 clusters Score -25068.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -25075.888672 Penalty: 578.089233
	Iteration 22Q: 3 clusters Score -25075.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -25081.642578 Penalty: 578.089233
	Iteration 23Q: 3 clusters Score -25081.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -25085.357422 Penalty: 578.089233
	Iteration 24Q: 3 clusters Score -25085.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -25087.673828 Penalty: 578.089233
	Iteration 25Q: 3 clusters Score -25087.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -25091.841797 Penalty: 578.089233
	Iteration 26Q: 3 clusters Score -25091.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -25097.574219 Penalty: 578.089233
	Iteration 27Q: 3 clusters Score -25097.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -25100.402344 Penalty: 578.089233
	Iteration 28Q: 3 clusters Score -25100.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -25102.712891 Penalty: 578.089233
	Iteration 29Q: 3 clusters Score -25102.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -25104.238281 Penalty: 578.089233
	Iteration 30Q: 3 clusters Score -25104.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -25105.476562 Penalty: 578.089233
	Iteration 31Q: 3 clusters Score -25105.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -25105.828125 Penalty: 578.089233
	Iteration 32Q: 3 clusters Score -25105.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -25106.574219 Penalty: 578.089233
	Iteration 33Q: 3 clusters Score -25106.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -25106.810547 Penalty: 578.089233
	Iteration 34Q: 3 clusters Score -25106.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -25107.623047 Penalty: 578.089233
	Iteration 35Q: 3 clusters Score -25107.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -25108.746094 Penalty: 578.089233
	Iteration 36Q: 3 clusters Score -25108.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -25109.095703 Penalty: 578.089233
	Iteration 37Q: 3 clusters Score -25109.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -25109.773438 Penalty: 578.089233
	Iteration 38Q: 3 clusters Score -25109.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -25110.421875 Penalty: 578.089233
	Iteration 39Q: 3 clusters Score -25110.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -25110.728516 Penalty: 578.089233
	Iteration 40F: 3 clusters Score -25110.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -25111.072266 Penalty: 578.089233
	Iteration 41Q: 3 clusters Score -25111.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -25111.826172 Penalty: 578.089233
	Iteration 42Q: 3 clusters Score -25111.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -25113.625000 Penalty: 578.089233
	Iteration 43Q: 3 clusters Score -25113.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -25114.339844 Penalty: 578.089233
	Iteration 44Q: 3 clusters Score -25114.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -25114.339844 Penalty: 578.089233
	Iteration 45F: 3 clusters Score -25114.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (64968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64968 members 
Entering Unmasked Estep 
Score: -2435867.250000 Penalty: 504.215057
	Iteration 0F: 2 clusters Score -2435867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -2392088.250000 Penalty: 1008.430115
	Iteration 0F: 3 clusters Score -2392088 nChanged 31713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -2413996.000000 Penalty: 1008.430115
	Iteration 1F: 3 clusters Score -2413996 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -2417761.500000 Penalty: 1008.430115
	Iteration 2F: 3 clusters Score -2417762 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -2423130.250000 Penalty: 1008.430115
	Iteration 3F: 3 clusters Score -2423130 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 56880 members 
Entering Unmasked Estep 
Score: -2428544.500000 Penalty: 1008.430115
	Iteration 4F: 3 clusters Score -2428544 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 60715 members 
Entering Unmasked Estep 
Score: -2432490.250000 Penalty: 1008.430115
	Iteration 5F: 3 clusters Score -2432490 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 62829 members 
Entering Unmasked Estep 
Score: -2434599.500000 Penalty: 1008.430115
	Iteration 6Q: 3 clusters Score -2434600 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
Score: -2435486.750000 Penalty: 1008.430115
	Iteration 7Q: 3 clusters Score -2435487 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 63981 members 
Entering Unmasked Estep 
Score: -2435833.250000 Penalty: 1008.430115
	Iteration 8Q: 3 clusters Score -2435833 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 64055 members 
Entering Unmasked Estep 
Score: -2435942.500000 Penalty: 1008.430115
	Iteration 9Q: 3 clusters Score -2435942 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 64090 members 
Entering Unmasked Estep 
Score: -2435986.750000 Penalty: 1008.430115
	Iteration 10Q: 3 clusters Score -2435987 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 64112 members 
Entering Unmasked Estep 
Score: -2436010.500000 Penalty: 1008.430115
	Iteration 11Q: 3 clusters Score -2436010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 64118 members 
Entering Unmasked Estep 
Score: -2436024.250000 Penalty: 1008.430115
	Iteration 12Q: 3 clusters Score -2436024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 64130 members 
Entering Unmasked Estep 
Score: -2436031.500000 Penalty: 1008.430115
	Iteration 13Q: 3 clusters Score -2436032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 64140 members 
Entering Unmasked Estep 
Score: -2436041.000000 Penalty: 1008.430115
	Iteration 14Q: 3 clusters Score -2436041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 64150 members 
Entering Unmasked Estep 
Score: -2436044.750000 Penalty: 1008.430115
	Iteration 15Q: 3 clusters Score -2436045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 64157 members 
Entering Unmasked Estep 
Score: -2436053.250000 Penalty: 1008.430115
	Iteration 16Q: 3 clusters Score -2436053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 64162 members 
Entering Unmasked Estep 
Score: -2436049.500000 Penalty: 1008.430115
	Iteration 17Q: 3 clusters Score -2436050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 64166 members 
Entering Unmasked Estep 
Score: -2436054.250000 Penalty: 1008.430115
	Iteration 18Q: 3 clusters Score -2436054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 64170 members 
Entering Unmasked Estep 
Score: -2436053.750000 Penalty: 1008.430115
	Iteration 19Q: 3 clusters Score -2436054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 64174 members 
Entering Unmasked Estep 
Score: -2436060.000000 Penalty: 1008.430115
	Iteration 20F: 3 clusters Score -2436060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 64178 members 
Entering Unmasked Estep 
Score: -2436062.250000 Penalty: 1008.430115
	Iteration 21Q: 3 clusters Score -2436062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 64181 members 
Entering Unmasked Estep 
Score: -2436065.000000 Penalty: 1008.430115
	Iteration 22Q: 3 clusters Score -2436065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 64183 members 
Entering Unmasked Estep 
Score: -2436069.500000 Penalty: 1008.430115
	Iteration 23Q: 3 clusters Score -2436070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 64180 members 
Entering Unmasked Estep 
Score: -2436077.250000 Penalty: 1008.430115
	Iteration 24Q: 3 clusters Score -2436077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 64179 members 
Entering Unmasked Estep 
Score: -2436078.000000 Penalty: 1008.430115
	Iteration 25Q: 3 clusters Score -2436078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 64183 members 
Entering Unmasked Estep 
Score: -2436078.500000 Penalty: 1008.430115
	Iteration 26Q: 3 clusters Score -2436078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 64182 members 
Entering Unmasked Estep 
Score: -2436079.750000 Penalty: 1008.430115
	Iteration 27Q: 3 clusters Score -2436080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 64182 members 
Entering Unmasked Estep 
Score: -2436080.250000 Penalty: 1008.430115
	Iteration 28Q: 3 clusters Score -2436080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -2436079.000000 Penalty: 1008.430115
	Iteration 29Q: 3 clusters Score -2436079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 64186 members 
Entering Unmasked Estep 
Score: -2436076.750000 Penalty: 1008.430115
	Iteration 30Q: 3 clusters Score -2436077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 64187 members 
Entering Unmasked Estep 
Score: -2436079.250000 Penalty: 1008.430115
	Iteration 31Q: 3 clusters Score -2436079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 64188 members 
Entering Unmasked Estep 
Score: -2436076.250000 Penalty: 1008.430115
	Iteration 32Q: 3 clusters Score -2436076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 64187 members 
Entering Unmasked Estep 
Score: -2436076.750000 Penalty: 1008.430115
	Iteration 33Q: 3 clusters Score -2436077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 64186 members 
Entering Unmasked Estep 
Score: -2436079.000000 Penalty: 1008.430115
	Iteration 34Q: 3 clusters Score -2436079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 64187 members 
Entering Unmasked Estep 
Score: -2436079.750000 Penalty: 1008.430115
	Iteration 35Q: 3 clusters Score -2436080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -2436082.750000 Penalty: 1008.430115
	Iteration 36Q: 3 clusters Score -2436083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -2436081.000000 Penalty: 1008.430115
	Iteration 37Q: 3 clusters Score -2436081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -2436078.750000 Penalty: 1008.430115
	Iteration 38Q: 3 clusters Score -2436079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -2436079.750000 Penalty: 1008.430115
	Iteration 39Q: 3 clusters Score -2436080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 64197 members 
Entering Unmasked Estep 
Score: -2436080.000000 Penalty: 1008.430115
	Iteration 40F: 3 clusters Score -2436080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 64197 members 
Entering Unmasked Estep 
Score: -2436080.500000 Penalty: 1008.430115
	Iteration 41Q: 3 clusters Score -2436080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 64199 members 
Entering Unmasked Estep 
Score: -2436079.500000 Penalty: 1008.430115
	Iteration 42Q: 3 clusters Score -2436080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 64200 members 
Entering Unmasked Estep 
Score: -2436080.500000 Penalty: 1008.430115
	Iteration 43Q: 3 clusters Score -2436080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 64201 members 
Entering Unmasked Estep 
Score: -2436080.250000 Penalty: 1008.430115
	Iteration 44Q: 3 clusters Score -2436080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -2436080.250000 Penalty: 1008.430115
	Iteration 45Q: 3 clusters Score -2436080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 64203 members 
Entering Unmasked Estep 
Score: -2436079.250000 Penalty: 1008.430115
	Iteration 46Q: 3 clusters Score -2436079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -2436078.750000 Penalty: 1008.430115
	Iteration 47Q: 3 clusters Score -2436079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -2436078.750000 Penalty: 1008.430115
	Iteration 48F: 3 clusters Score -2436079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 231993 members 
Mstep: Class 3 contains 12659 members 
Mstep: Class 4 contains 1397 members 
Mstep: Class 5 contains 460339 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 4682 members 
Mstep: Class 8 contains 1505 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 10 contains 332442 members 
Mstep: Class 11 contains 29259 members 
Mstep: Class 12 contains 29944 members 
Mstep: Class 13 contains 574 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 20469 members 
Mstep: Class 16 contains 20100 members 
Mstep: Class 17 contains 155582 members 
Mstep: Class 18 contains 4849 members 
Mstep: Class 19 contains 11863 members 
Mstep: Class 20 contains 64204 members 
Entering Unmasked Estep 
Score: -50228776.000000 Penalty: 12870.465820
Splitting cluster 14 changes total score from -50210976.000000 to -50228776.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 15 (20469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Entering Unmasked Estep 
Score: -727464.000000 Penalty: 451.663361
	Iteration 0F: 2 clusters Score -727464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -713925.812500 Penalty: 903.326721
	Iteration 0F: 3 clusters Score -713925.8 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -720342.750000 Penalty: 903.326721
	Iteration 1F: 3 clusters Score -720342.8 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -721226.062500 Penalty: 903.326721
	Iteration 2F: 3 clusters Score -721226.1 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -722208.875000 Penalty: 903.326721
	Iteration 3F: 3 clusters Score -722208.9 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -723246.687500 Penalty: 903.326721
	Iteration 4F: 3 clusters Score -723246.7 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -724232.562500 Penalty: 903.326721
	Iteration 5F: 3 clusters Score -724232.6 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -724959.750000 Penalty: 903.326721
	Iteration 6Q: 3 clusters Score -724959.8 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -725496.500000 Penalty: 903.326721
	Iteration 7Q: 3 clusters Score -725496.5 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -725906.062500 Penalty: 903.326721
	Iteration 8Q: 3 clusters Score -725906.1 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -726292.437500 Penalty: 903.326721
	Iteration 9Q: 3 clusters Score -726292.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -726707.687500 Penalty: 903.326721
	Iteration 10Q: 3 clusters Score -726707.7 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -727138.812500 Penalty: 903.326721
	Iteration 11Q: 3 clusters Score -727138.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -727595.062500 Penalty: 903.326721
	Iteration 12Q: 3 clusters Score -727595.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -727997.250000 Penalty: 903.326721
	Iteration 13Q: 3 clusters Score -727997.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -728317.875000 Penalty: 903.326721
	Iteration 14Q: 3 clusters Score -728317.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -728556.312500 Penalty: 903.326721
	Iteration 15Q: 3 clusters Score -728556.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -728683.625000 Penalty: 903.326721
	Iteration 16Q: 3 clusters Score -728683.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -728755.187500 Penalty: 903.326721
	Iteration 17Q: 3 clusters Score -728755.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -728791.187500 Penalty: 903.326721
	Iteration 18Q: 3 clusters Score -728791.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -728822.687500 Penalty: 903.326721
	Iteration 19Q: 3 clusters Score -728822.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -728860.500000 Penalty: 903.326721
	Iteration 20F: 3 clusters Score -728860.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -728880.125000 Penalty: 903.326721
	Iteration 21Q: 3 clusters Score -728880.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -728888.937500 Penalty: 903.326721
	Iteration 22Q: 3 clusters Score -728888.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -728905.437500 Penalty: 903.326721
	Iteration 23Q: 3 clusters Score -728905.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -728921.375000 Penalty: 903.326721
	Iteration 24Q: 3 clusters Score -728921.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -728932.750000 Penalty: 903.326721
	Iteration 25Q: 3 clusters Score -728932.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -728944.500000 Penalty: 903.326721
	Iteration 26Q: 3 clusters Score -728944.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -728957.062500 Penalty: 903.326721
	Iteration 27Q: 3 clusters Score -728957.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -728959.250000 Penalty: 903.326721
	Iteration 28Q: 3 clusters Score -728959.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -728964.875000 Penalty: 903.326721
	Iteration 29Q: 3 clusters Score -728964.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -728969.312500 Penalty: 903.326721
	Iteration 30Q: 3 clusters Score -728969.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -728971.750000 Penalty: 903.326721
	Iteration 31Q: 3 clusters Score -728971.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -728974.000000 Penalty: 903.326721
	Iteration 32Q: 3 clusters Score -728974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -728976.125000 Penalty: 903.326721
	Iteration 33Q: 3 clusters Score -728976.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -728976.875000 Penalty: 903.326721
	Iteration 34Q: 3 clusters Score -728976.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -728975.687500 Penalty: 903.326721
	Iteration 35Q: 3 clusters Score -728975.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -728976.500000 Penalty: 903.326721
	Iteration 36Q: 3 clusters Score -728976.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -728978.000000 Penalty: 903.326721
	Iteration 37Q: 3 clusters Score -728978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -728976.875000 Penalty: 903.326721
	Iteration 38Q: 3 clusters Score -728976.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -728980.062500 Penalty: 903.326721
	Iteration 39Q: 3 clusters Score -728980.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -728979.875000 Penalty: 903.326721
	Iteration 40F: 3 clusters Score -728979.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -728980.625000 Penalty: 903.326721
	Iteration 41Q: 3 clusters Score -728980.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -728980.375000 Penalty: 903.326721
	Iteration 42Q: 3 clusters Score -728980.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -728980.375000 Penalty: 903.326721
	Iteration 43F: 3 clusters Score -728980.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 231993 members 
Mstep: Class 3 contains 12659 members 
Mstep: Class 4 contains 1397 members 
Mstep: Class 5 contains 460339 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 4682 members 
Mstep: Class 8 contains 1505 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 10 contains 332442 members 
Mstep: Class 11 contains 29259 members 
Mstep: Class 12 contains 29944 members 
Mstep: Class 13 contains 574 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 10852 members 
Mstep: Class 16 contains 20100 members 
Mstep: Class 17 contains 155582 members 
Mstep: Class 18 contains 4849 members 
Mstep: Class 19 contains 11863 members 
Mstep: Class 20 contains 64204 members 
Mstep: Class 21 contains 9617 members 
Entering Unmasked Estep 
Score: -50230268.000000 Penalty: 13513.989258
Splitting cluster 15 changes total score from -50210976.000000 to -50230268.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 16 (20100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Entering Unmasked Estep 
Score: -682274.437500 Penalty: 450.835602
	Iteration 0F: 2 clusters Score -682274.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -668976.187500 Penalty: 901.671204
	Iteration 0F: 3 clusters Score -668976.2 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -675578.812500 Penalty: 901.671204
	Iteration 1F: 3 clusters Score -675578.8 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -677312.062500 Penalty: 901.671204
	Iteration 2F: 3 clusters Score -677312.1 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -679244.187500 Penalty: 901.671204
	Iteration 3F: 3 clusters Score -679244.2 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -680727.875000 Penalty: 901.671204
	Iteration 4F: 3 clusters Score -680727.9 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -681617.812500 Penalty: 901.671204
	Iteration 5F: 3 clusters Score -681617.8 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -682096.062500 Penalty: 901.671204
	Iteration 6Q: 3 clusters Score -682096.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -682321.875000 Penalty: 901.671204
	Iteration 7Q: 3 clusters Score -682321.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -682442.937500 Penalty: 901.671204
	Iteration 8Q: 3 clusters Score -682442.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -682543.250000 Penalty: 901.671204
	Iteration 9Q: 3 clusters Score -682543.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -682628.937500 Penalty: 901.671204
	Iteration 10Q: 3 clusters Score -682628.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -682684.875000 Penalty: 901.671204
	Iteration 11Q: 3 clusters Score -682684.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -682721.750000 Penalty: 901.671204
	Iteration 12Q: 3 clusters Score -682721.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -682766.437500 Penalty: 901.671204
	Iteration 13Q: 3 clusters Score -682766.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -682813.562500 Penalty: 901.671204
	Iteration 14Q: 3 clusters Score -682813.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -682869.625000 Penalty: 901.671204
	Iteration 15Q: 3 clusters Score -682869.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -682932.000000 Penalty: 901.671204
	Iteration 16Q: 3 clusters Score -682932 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -682998.375000 Penalty: 901.671204
	Iteration 17Q: 3 clusters Score -682998.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -683069.250000 Penalty: 901.671204
	Iteration 18Q: 3 clusters Score -683069.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -683147.375000 Penalty: 901.671204
	Iteration 19Q: 3 clusters Score -683147.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -683257.437500 Penalty: 901.671204
	Iteration 20F: 3 clusters Score -683257.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -683408.687500 Penalty: 901.671204
	Iteration 21Q: 3 clusters Score -683408.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -683637.812500 Penalty: 901.671204
	Iteration 22Q: 3 clusters Score -683637.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -683924.812500 Penalty: 901.671204
	Iteration 23Q: 3 clusters Score -683924.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -684184.875000 Penalty: 901.671204
	Iteration 24Q: 3 clusters Score -684184.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -684403.875000 Penalty: 901.671204
	Iteration 25Q: 3 clusters Score -684403.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -684549.937500 Penalty: 901.671204
	Iteration 26Q: 3 clusters Score -684549.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -684615.375000 Penalty: 901.671204
	Iteration 27Q: 3 clusters Score -684615.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -684656.125000 Penalty: 901.671204
	Iteration 28Q: 3 clusters Score -684656.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -684680.437500 Penalty: 901.671204
	Iteration 29Q: 3 clusters Score -684680.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -684705.437500 Penalty: 901.671204
	Iteration 30Q: 3 clusters Score -684705.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -684724.562500 Penalty: 901.671204
	Iteration 31Q: 3 clusters Score -684724.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -684735.562500 Penalty: 901.671204
	Iteration 32Q: 3 clusters Score -684735.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -684742.750000 Penalty: 901.671204
	Iteration 33Q: 3 clusters Score -684742.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -684751.250000 Penalty: 901.671204
	Iteration 34Q: 3 clusters Score -684751.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -684764.375000 Penalty: 901.671204
	Iteration 35Q: 3 clusters Score -684764.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -684774.562500 Penalty: 901.671204
	Iteration 36Q: 3 clusters Score -684774.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -684786.437500 Penalty: 901.671204
	Iteration 37Q: 3 clusters Score -684786.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -684796.250000 Penalty: 901.671204
	Iteration 38Q: 3 clusters Score -684796.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -684803.937500 Penalty: 901.671204
	Iteration 39Q: 3 clusters Score -684803.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -684821.687500 Penalty: 901.671204
	Iteration 40F: 3 clusters Score -684821.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -684830.062500 Penalty: 901.671204
	Iteration 41Q: 3 clusters Score -684830.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -684837.000000 Penalty: 901.671204
	Iteration 42Q: 3 clusters Score -684837 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -684845.187500 Penalty: 901.671204
	Iteration 43Q: 3 clusters Score -684845.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -684856.312500 Penalty: 901.671204
	Iteration 44Q: 3 clusters Score -684856.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -684866.625000 Penalty: 901.671204
	Iteration 45Q: 3 clusters Score -684866.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -684892.187500 Penalty: 901.671204
	Iteration 46Q: 3 clusters Score -684892.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -684930.750000 Penalty: 901.671204
	Iteration 47Q: 3 clusters Score -684930.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -684998.937500 Penalty: 901.671204
	Iteration 48Q: 3 clusters Score -684998.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -685097.750000 Penalty: 901.671204
	Iteration 49Q: 3 clusters Score -685097.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -685235.375000 Penalty: 901.671204
	Iteration 50Q: 3 clusters Score -685235.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -685416.000000 Penalty: 901.671204
	Iteration 51Q: 3 clusters Score -685416 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -685576.125000 Penalty: 901.671204
	Iteration 52Q: 3 clusters Score -685576.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -685681.937500 Penalty: 901.671204
	Iteration 53Q: 3 clusters Score -685681.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -685753.937500 Penalty: 901.671204
	Iteration 54Q: 3 clusters Score -685753.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -685799.500000 Penalty: 901.671204
	Iteration 55Q: 3 clusters Score -685799.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -685838.437500 Penalty: 901.671204
	Iteration 56Q: 3 clusters Score -685838.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -685862.750000 Penalty: 901.671204
	Iteration 57Q: 3 clusters Score -685862.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -685879.750000 Penalty: 901.671204
	Iteration 58Q: 3 clusters Score -685879.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -685890.625000 Penalty: 901.671204
	Iteration 59Q: 3 clusters Score -685890.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -685902.875000 Penalty: 901.671204
	Iteration 60F: 3 clusters Score -685902.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -685907.687500 Penalty: 901.671204
	Iteration 61Q: 3 clusters Score -685907.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -685914.125000 Penalty: 901.671204
	Iteration 62Q: 3 clusters Score -685914.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -685915.062500 Penalty: 901.671204
	Iteration 63Q: 3 clusters Score -685915.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -685919.437500 Penalty: 901.671204
	Iteration 64Q: 3 clusters Score -685919.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -685921.125000 Penalty: 901.671204
	Iteration 65Q: 3 clusters Score -685921.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -685925.500000 Penalty: 901.671204
	Iteration 66Q: 3 clusters Score -685925.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -685924.125000 Penalty: 901.671204
	Iteration 67Q: 3 clusters Score -685924.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -685923.750000 Penalty: 901.671204
	Iteration 68Q: 3 clusters Score -685923.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -685925.000000 Penalty: 901.671204
	Iteration 69Q: 3 clusters Score -685925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -685928.000000 Penalty: 901.671204
	Iteration 70Q: 3 clusters Score -685928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -685927.062500 Penalty: 901.671204
	Iteration 71Q: 3 clusters Score -685927.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -685927.687500 Penalty: 901.671204
	Iteration 72Q: 3 clusters Score -685927.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -685928.750000 Penalty: 901.671204
	Iteration 73Q: 3 clusters Score -685928.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -685928.375000 Penalty: 901.671204
	Iteration 74Q: 3 clusters Score -685928.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -685928.312500 Penalty: 901.671204
	Iteration 75Q: 3 clusters Score -685928.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -685930.562500 Penalty: 901.671204
	Iteration 76Q: 3 clusters Score -685930.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -685931.000000 Penalty: 901.671204
	Iteration 77Q: 3 clusters Score -685931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -685930.875000 Penalty: 901.671204
	Iteration 78Q: 3 clusters Score -685930.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -685929.625000 Penalty: 901.671204
	Iteration 79Q: 3 clusters Score -685929.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -685930.750000 Penalty: 901.671204
	Iteration 80F: 3 clusters Score -685930.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -685931.375000 Penalty: 901.671204
	Iteration 81Q: 3 clusters Score -685931.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -685931.937500 Penalty: 901.671204
	Iteration 82Q: 3 clusters Score -685931.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -685931.062500 Penalty: 901.671204
	Iteration 83Q: 3 clusters Score -685931.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -685930.687500 Penalty: 901.671204
	Iteration 84Q: 3 clusters Score -685930.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -685930.187500 Penalty: 901.671204
	Iteration 85Q: 3 clusters Score -685930.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -685930.312500 Penalty: 901.671204
	Iteration 86Q: 3 clusters Score -685930.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -685930.312500 Penalty: 901.671204
	Iteration 87F: 3 clusters Score -685930.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 231993 members 
Mstep: Class 3 contains 12659 members 
Mstep: Class 4 contains 1397 members 
Mstep: Class 5 contains 460339 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 4682 members 
Mstep: Class 8 contains 1505 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 10 contains 332442 members 
Mstep: Class 11 contains 29259 members 
Mstep: Class 12 contains 29944 members 
Mstep: Class 13 contains 574 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 10852 members 
Mstep: Class 16 contains 11603 members 
Mstep: Class 17 contains 155582 members 
Mstep: Class 18 contains 4849 members 
Mstep: Class 19 contains 11863 members 
Mstep: Class 20 contains 64204 members 
Mstep: Class 21 contains 9617 members 
Mstep: Class 22 contains 8497 members 
Entering Unmasked Estep 
Score: -50233584.000000 Penalty: 14157.511719
Splitting cluster 16 changes total score from -50210976.000000 to -50233584.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 17 (155582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155582 members 
Entering Unmasked Estep 
Score: -5900465.000000 Penalty: 543.949219
	Iteration 0F: 2 clusters Score -5900465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77921 members 
Mstep: Class 2 contains 77661 members 
Entering Unmasked Estep 
Score: -5795175.500000 Penalty: 1087.898438
	Iteration 0F: 3 clusters Score -5795176 nChanged 76571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86976 members 
Mstep: Class 2 contains 68606 members 
Entering Unmasked Estep 
Score: -5845470.500000 Penalty: 1087.898438
	Iteration 1F: 3 clusters Score -5845470 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92815 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -5849437.000000 Penalty: 1087.898438
	Iteration 2F: 3 clusters Score -5849437 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100727 members 
Mstep: Class 2 contains 54855 members 
Entering Unmasked Estep 
Score: -5855209.500000 Penalty: 1087.898438
	Iteration 3F: 3 clusters Score -5855210 nChanged 11398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110113 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -5862758.000000 Penalty: 1087.898438
	Iteration 4F: 3 clusters Score -5862758 nChanged 11563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120076 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -5871641.000000 Penalty: 1087.898438
	Iteration 5F: 3 clusters Score -5871641 nChanged 10653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129501 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -5880193.000000 Penalty: 1087.898438
	Iteration 6F: 3 clusters Score -5880193 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137201 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -5887012.000000 Penalty: 1087.898438
	Iteration 7F: 3 clusters Score -5887012 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143012 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -5892106.500000 Penalty: 1087.898438
	Iteration 8Q: 3 clusters Score -5892106 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146891 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -5895319.500000 Penalty: 1087.898438
	Iteration 9Q: 3 clusters Score -5895320 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149285 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -5897223.000000 Penalty: 1087.898438
	Iteration 10Q: 3 clusters Score -5897223 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150728 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -5898371.000000 Penalty: 1087.898438
	Iteration 11Q: 3 clusters Score -5898371 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151603 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -5899132.500000 Penalty: 1087.898438
	Iteration 12Q: 3 clusters Score -5899132 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152120 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -5899657.500000 Penalty: 1087.898438
	Iteration 13Q: 3 clusters Score -5899658 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152439 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -5900000.000000 Penalty: 1087.898438
	Iteration 14Q: 3 clusters Score -5900000 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152652 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -5900224.500000 Penalty: 1087.898438
	Iteration 15Q: 3 clusters Score -5900224 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152826 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -5900382.000000 Penalty: 1087.898438
	Iteration 16Q: 3 clusters Score -5900382 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152951 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -5900473.500000 Penalty: 1087.898438
	Iteration 17Q: 3 clusters Score -5900474 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153055 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -5900551.500000 Penalty: 1087.898438
	Iteration 18Q: 3 clusters Score -5900552 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153137 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -5900587.500000 Penalty: 1087.898438
	Iteration 19Q: 3 clusters Score -5900588 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153203 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5900625.000000 Penalty: 1087.898438
	Iteration 20F: 3 clusters Score -5900625 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153265 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -5900664.500000 Penalty: 1087.898438
	Iteration 21Q: 3 clusters Score -5900664 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153306 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5900679.000000 Penalty: 1087.898438
	Iteration 22Q: 3 clusters Score -5900679 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153343 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -5900701.500000 Penalty: 1087.898438
	Iteration 23Q: 3 clusters Score -5900702 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153373 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -5900716.500000 Penalty: 1087.898438
	Iteration 24Q: 3 clusters Score -5900716 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153393 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -5900725.500000 Penalty: 1087.898438
	Iteration 25Q: 3 clusters Score -5900726 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153406 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5900746.000000 Penalty: 1087.898438
	Iteration 26Q: 3 clusters Score -5900746 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153423 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -5900752.500000 Penalty: 1087.898438
	Iteration 27Q: 3 clusters Score -5900752 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153442 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5900779.500000 Penalty: 1087.898438
	Iteration 28Q: 3 clusters Score -5900780 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153459 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5900796.500000 Penalty: 1087.898438
	Iteration 29Q: 3 clusters Score -5900796 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153483 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -5900827.500000 Penalty: 1087.898438
	Iteration 30Q: 3 clusters Score -5900828 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153499 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -5900835.500000 Penalty: 1087.898438
	Iteration 31Q: 3 clusters Score -5900836 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153520 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -5900844.000000 Penalty: 1087.898438
	Iteration 32Q: 3 clusters Score -5900844 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153528 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -5900862.000000 Penalty: 1087.898438
	Iteration 33Q: 3 clusters Score -5900862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153545 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -5900855.500000 Penalty: 1087.898438
	Iteration 34Q: 3 clusters Score -5900856 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153562 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -5900846.000000 Penalty: 1087.898438
	Iteration 35Q: 3 clusters Score -5900846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153581 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5900854.500000 Penalty: 1087.898438
	Iteration 36Q: 3 clusters Score -5900854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153595 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -5900850.000000 Penalty: 1087.898438
	Iteration 37Q: 3 clusters Score -5900850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153605 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -5900853.000000 Penalty: 1087.898438
	Iteration 38Q: 3 clusters Score -5900853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153612 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5900856.000000 Penalty: 1087.898438
	Iteration 39Q: 3 clusters Score -5900856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153617 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5900873.500000 Penalty: 1087.898438
	Iteration 40F: 3 clusters Score -5900874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153620 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5900888.000000 Penalty: 1087.898438
	Iteration 41Q: 3 clusters Score -5900888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153622 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5900887.500000 Penalty: 1087.898438
	Iteration 42Q: 3 clusters Score -5900888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153634 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5900887.500000 Penalty: 1087.898438
	Iteration 43Q: 3 clusters Score -5900888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153644 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5900891.000000 Penalty: 1087.898438
	Iteration 44Q: 3 clusters Score -5900891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153653 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5900902.000000 Penalty: 1087.898438
	Iteration 45Q: 3 clusters Score -5900902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153661 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -5900904.000000 Penalty: 1087.898438
	Iteration 46Q: 3 clusters Score -5900904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153671 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5900904.500000 Penalty: 1087.898438
	Iteration 47Q: 3 clusters Score -5900904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153675 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -5900910.500000 Penalty: 1087.898438
	Iteration 48Q: 3 clusters Score -5900910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153679 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5900911.000000 Penalty: 1087.898438
	Iteration 49Q: 3 clusters Score -5900911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153680 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5900916.000000 Penalty: 1087.898438
	Iteration 50Q: 3 clusters Score -5900916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153680 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5900914.500000 Penalty: 1087.898438
	Iteration 51Q: 3 clusters Score -5900914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153680 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5900914.500000 Penalty: 1087.898438
	Iteration 52Q: 3 clusters Score -5900914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153681 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5900914.000000 Penalty: 1087.898438
	Iteration 53Q: 3 clusters Score -5900914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153681 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5900912.000000 Penalty: 1087.898438
	Iteration 54Q: 3 clusters Score -5900912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153681 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5900912.000000 Penalty: 1087.898438
	Iteration 55F: 3 clusters Score -5900912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 231993 members 
Mstep: Class 3 contains 12659 members 
Mstep: Class 4 contains 1397 members 
Mstep: Class 5 contains 460339 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 4682 members 
Mstep: Class 8 contains 1505 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 10 contains 332442 members 
Mstep: Class 11 contains 29259 members 
Mstep: Class 12 contains 29944 members 
Mstep: Class 13 contains 574 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 10852 members 
Mstep: Class 16 contains 11603 members 
Mstep: Class 17 contains 153681 members 
Mstep: Class 18 contains 4849 members 
Mstep: Class 19 contains 11863 members 
Mstep: Class 20 contains 64204 members 
Mstep: Class 21 contains 9617 members 
Mstep: Class 22 contains 8497 members 
Mstep: Class 23 contains 1901 members 
Entering Unmasked Estep 
Score: -50234180.000000 Penalty: 14801.035156
Splitting cluster 17 changes total score from -50210976.000000 to -50234180.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 19 (11863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Entering Unmasked Estep 
Score: -437350.750000 Penalty: 426.843689
	Iteration 0F: 2 clusters Score -437350.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -429474.687500 Penalty: 853.687378
	Iteration 0F: 3 clusters Score -429474.7 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -432727.531250 Penalty: 853.687378
	Iteration 1F: 3 clusters Score -432727.5 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -433020.687500 Penalty: 853.687378
	Iteration 2F: 3 clusters Score -433020.7 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -433319.062500 Penalty: 853.687378
	Iteration 3F: 3 clusters Score -433319.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -433572.906250 Penalty: 853.687378
	Iteration 4F: 3 clusters Score -433572.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -433844.812500 Penalty: 853.687378
	Iteration 5Q: 3 clusters Score -433844.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -434178.812500 Penalty: 853.687378
	Iteration 6Q: 3 clusters Score -434178.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -434569.468750 Penalty: 853.687378
	Iteration 7Q: 3 clusters Score -434569.5 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -434950.218750 Penalty: 853.687378
	Iteration 8Q: 3 clusters Score -434950.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -435251.375000 Penalty: 853.687378
	Iteration 9Q: 3 clusters Score -435251.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -435420.031250 Penalty: 853.687378
	Iteration 10Q: 3 clusters Score -435420 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -435517.093750 Penalty: 853.687378
	Iteration 11Q: 3 clusters Score -435517.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -435603.093750 Penalty: 853.687378
	Iteration 12Q: 3 clusters Score -435603.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -435693.906250 Penalty: 853.687378
	Iteration 13Q: 3 clusters Score -435693.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -435774.343750 Penalty: 853.687378
	Iteration 14Q: 3 clusters Score -435774.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -435854.500000 Penalty: 853.687378
	Iteration 15Q: 3 clusters Score -435854.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -435942.781250 Penalty: 853.687378
	Iteration 16Q: 3 clusters Score -435942.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -436016.750000 Penalty: 853.687378
	Iteration 17Q: 3 clusters Score -436016.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -436068.593750 Penalty: 853.687378
	Iteration 18Q: 3 clusters Score -436068.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -436114.906250 Penalty: 853.687378
	Iteration 19Q: 3 clusters Score -436114.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -436165.375000 Penalty: 853.687378
	Iteration 20F: 3 clusters Score -436165.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -436220.593750 Penalty: 853.687378
	Iteration 21Q: 3 clusters Score -436220.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -436287.781250 Penalty: 853.687378
	Iteration 22Q: 3 clusters Score -436287.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -436354.343750 Penalty: 853.687378
	Iteration 23Q: 3 clusters Score -436354.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -436407.062500 Penalty: 853.687378
	Iteration 24Q: 3 clusters Score -436407.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -436467.000000 Penalty: 853.687378
	Iteration 25Q: 3 clusters Score -436467 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -436536.468750 Penalty: 853.687378
	Iteration 26Q: 3 clusters Score -436536.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -436587.562500 Penalty: 853.687378
	Iteration 27Q: 3 clusters Score -436587.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -436634.843750 Penalty: 853.687378
	Iteration 28Q: 3 clusters Score -436634.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -436686.968750 Penalty: 853.687378
	Iteration 29Q: 3 clusters Score -436687 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -436729.562500 Penalty: 853.687378
	Iteration 30Q: 3 clusters Score -436729.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -436759.406250 Penalty: 853.687378
	Iteration 31Q: 3 clusters Score -436759.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -436792.781250 Penalty: 853.687378
	Iteration 32Q: 3 clusters Score -436792.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -436828.406250 Penalty: 853.687378
	Iteration 33Q: 3 clusters Score -436828.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -436855.781250 Penalty: 853.687378
	Iteration 34Q: 3 clusters Score -436855.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -436878.531250 Penalty: 853.687378
	Iteration 35Q: 3 clusters Score -436878.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -436900.593750 Penalty: 853.687378
	Iteration 36Q: 3 clusters Score -436900.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -436917.875000 Penalty: 853.687378
	Iteration 37Q: 3 clusters Score -436917.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -436931.781250 Penalty: 853.687378
	Iteration 38Q: 3 clusters Score -436931.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -436943.000000 Penalty: 853.687378
	Iteration 39Q: 3 clusters Score -436943 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -436956.968750 Penalty: 853.687378
	Iteration 40F: 3 clusters Score -436957 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -436964.437500 Penalty: 853.687378
	Iteration 41Q: 3 clusters Score -436964.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -436973.500000 Penalty: 853.687378
	Iteration 42Q: 3 clusters Score -436973.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -436982.093750 Penalty: 853.687378
	Iteration 43Q: 3 clusters Score -436982.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -436988.843750 Penalty: 853.687378
	Iteration 44Q: 3 clusters Score -436988.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -436996.812500 Penalty: 853.687378
	Iteration 45Q: 3 clusters Score -436996.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -437004.906250 Penalty: 853.687378
	Iteration 46Q: 3 clusters Score -437004.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -437012.093750 Penalty: 853.687378
	Iteration 47Q: 3 clusters Score -437012.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -437015.937500 Penalty: 853.687378
	Iteration 48Q: 3 clusters Score -437015.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -437021.062500 Penalty: 853.687378
	Iteration 49Q: 3 clusters Score -437021.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -437025.750000 Penalty: 853.687378
	Iteration 50Q: 3 clusters Score -437025.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -437030.312500 Penalty: 853.687378
	Iteration 51Q: 3 clusters Score -437030.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -437036.093750 Penalty: 853.687378
	Iteration 52Q: 3 clusters Score -437036.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -437042.218750 Penalty: 853.687378
	Iteration 53Q: 3 clusters Score -437042.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -437048.312500 Penalty: 853.687378
	Iteration 54Q: 3 clusters Score -437048.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -437053.906250 Penalty: 853.687378
	Iteration 55Q: 3 clusters Score -437053.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -437060.000000 Penalty: 853.687378
	Iteration 56Q: 3 clusters Score -437060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -437062.250000 Penalty: 853.687378
	Iteration 57Q: 3 clusters Score -437062.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -437064.156250 Penalty: 853.687378
	Iteration 58Q: 3 clusters Score -437064.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -437067.937500 Penalty: 853.687378
	Iteration 59Q: 3 clusters Score -437067.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -437068.750000 Penalty: 853.687378
	Iteration 60F: 3 clusters Score -437068.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -437072.187500 Penalty: 853.687378
	Iteration 61Q: 3 clusters Score -437072.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -437073.000000 Penalty: 853.687378
	Iteration 62Q: 3 clusters Score -437073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -437073.250000 Penalty: 853.687378
	Iteration 63Q: 3 clusters Score -437073.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -437074.500000 Penalty: 853.687378
	Iteration 64Q: 3 clusters Score -437074.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -437077.375000 Penalty: 853.687378
	Iteration 65Q: 3 clusters Score -437077.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -437076.375000 Penalty: 853.687378
	Iteration 66Q: 3 clusters Score -437076.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -437077.468750 Penalty: 853.687378
	Iteration 67Q: 3 clusters Score -437077.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -437078.906250 Penalty: 853.687378
	Iteration 68Q: 3 clusters Score -437078.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -437079.156250 Penalty: 853.687378
	Iteration 69Q: 3 clusters Score -437079.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -437079.781250 Penalty: 853.687378
	Iteration 70Q: 3 clusters Score -437079.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -437079.125000 Penalty: 853.687378
	Iteration 71Q: 3 clusters Score -437079.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -437079.625000 Penalty: 853.687378
	Iteration 72Q: 3 clusters Score -437079.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -437079.000000 Penalty: 853.687378
	Iteration 73Q: 3 clusters Score -437079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -437080.406250 Penalty: 853.687378
	Iteration 74Q: 3 clusters Score -437080.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -437079.906250 Penalty: 853.687378
	Iteration 75Q: 3 clusters Score -437079.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -437079.906250 Penalty: 853.687378
	Iteration 76F: 3 clusters Score -437079.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 231993 members 
Mstep: Class 3 contains 12659 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 4682 members 
Mstep: Class 8 contains 1505 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 11 contains 29259 members 
Mstep: Class 13 contains 574 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 10852 members 
Mstep: Class 16 contains 11603 members 
Mstep: Class 17 contains 153681 members 
Mstep: Class 19 contains 11863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50243548.000000 Penalty: 14801.035156
Iteration 39Q: 24 clusters Score -5.024355e+07 nChanged 19058
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 236352 members 
Mstep: Class 3 contains 12684 members 
Mstep: Class 4 contains 1326 members 
Mstep: Class 5 contains 457962 members 
Mstep: Class 6 contains 3237 members 
Mstep: Class 7 contains 5145 members 
Mstep: Class 8 contains 1529 members 
Mstep: Class 9 contains 1298 members 
Mstep: Class 10 contains 329234 members 
Mstep: Class 11 contains 30503 members 
Mstep: Class 12 contains 29790 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 11931 members 
Mstep: Class 16 contains 11736 members 
Mstep: Class 17 contains 152763 members 
Mstep: Class 18 contains 4586 members 
Mstep: Class 19 contains 12365 members 
Mstep: Class 20 contains 61485 members 
Mstep: Class 21 contains 10077 members 
Mstep: Class 22 contains 8665 members 
Mstep: Class 23 contains 2012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50252948.000000 Penalty: 14801.035156
Iteration 40F: 24 clusters Score -5.025295e+07 nChanged 20236
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 239372 members 
Mstep: Class 3 contains 12301 members 
Mstep: Class 4 contains 1472 members 
Mstep: Class 5 contains 459607 members 
Mstep: Class 6 contains 3730 members 
Mstep: Class 7 contains 5382 members 
Mstep: Class 8 contains 1452 members 
Mstep: Class 9 contains 1440 members 
Mstep: Class 10 contains 327960 members 
Mstep: Class 11 contains 30275 members 
Mstep: Class 12 contains 29392 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 1188 members 
Mstep: Class 15 contains 12218 members 
Mstep: Class 16 contains 11559 members 
Mstep: Class 17 contains 149144 members 
Mstep: Class 18 contains 4579 members 
Mstep: Class 19 contains 12603 members 
Mstep: Class 20 contains 59017 members 
Mstep: Class 21 contains 10754 members 
Mstep: Class 22 contains 9760 members 
Mstep: Class 23 contains 2424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50258624.000000 Penalty: 14801.035156
Iteration 41Q: 24 clusters Score -5.025862e+07 nChanged 15732
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 242607 members 
Mstep: Class 3 contains 12031 members 
Mstep: Class 4 contains 1535 members 
Mstep: Class 5 contains 461154 members 
Mstep: Class 6 contains 4200 members 
Mstep: Class 7 contains 5605 members 
Mstep: Class 8 contains 1374 members 
Mstep: Class 9 contains 1575 members 
Mstep: Class 10 contains 326098 members 
Mstep: Class 11 contains 30200 members 
Mstep: Class 12 contains 29034 members 
Mstep: Class 13 contains 544 members 
Mstep: Class 14 contains 1386 members 
Mstep: Class 15 contains 12519 members 
Mstep: Class 16 contains 11522 members 
Mstep: Class 17 contains 145945 members 
Mstep: Class 18 contains 4530 members 
Mstep: Class 19 contains 12829 members 
Mstep: Class 20 contains 56639 members 
Mstep: Class 21 contains 11373 members 
Mstep: Class 22 contains 10701 members 
Mstep: Class 23 contains 2674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50262208.000000 Penalty: 14801.035156
Iteration 42Q: 24 clusters Score -5.026221e+07 nChanged 13667
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 246019 members 
Mstep: Class 3 contains 11797 members 
Mstep: Class 4 contains 1571 members 
Mstep: Class 5 contains 462660 members 
Mstep: Class 6 contains 4578 members 
Mstep: Class 7 contains 5846 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 1713 members 
Mstep: Class 10 contains 323863 members 
Mstep: Class 11 contains 30161 members 
Mstep: Class 12 contains 28651 members 
Mstep: Class 13 contains 519 members 
Mstep: Class 14 contains 1565 members 
Mstep: Class 15 contains 12719 members 
Mstep: Class 16 contains 11558 members 
Mstep: Class 17 contains 143237 members 
Mstep: Class 18 contains 4429 members 
Mstep: Class 19 contains 13033 members 
Mstep: Class 20 contains 54500 members 
Mstep: Class 21 contains 11926 members 
Mstep: Class 22 contains 11480 members 
Mstep: Class 23 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50264764.000000 Penalty: 14801.035156
Iteration 43Q: 24 clusters Score -5.026476e+07 nChanged 12333
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 249644 members 
Mstep: Class 3 contains 11618 members 
Mstep: Class 4 contains 1568 members 
Mstep: Class 5 contains 464288 members 
Mstep: Class 6 contains 4922 members 
Mstep: Class 7 contains 6061 members 
Mstep: Class 8 contains 1245 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 321288 members 
Mstep: Class 11 contains 30155 members 
Mstep: Class 12 contains 28290 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12855 members 
Mstep: Class 16 contains 11599 members 
Mstep: Class 17 contains 140779 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 13182 members 
Mstep: Class 20 contains 52485 members 
Mstep: Class 21 contains 12421 members 
Mstep: Class 22 contains 12083 members 
Mstep: Class 23 contains 2958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50266852.000000 Penalty: 14801.035156
Iteration 44Q: 24 clusters Score -5.026685e+07 nChanged 11347
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 253450 members 
Mstep: Class 3 contains 11467 members 
Mstep: Class 4 contains 1558 members 
Mstep: Class 5 contains 465847 members 
Mstep: Class 6 contains 5196 members 
Mstep: Class 7 contains 6280 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 1943 members 
Mstep: Class 10 contains 318455 members 
Mstep: Class 11 contains 30156 members 
Mstep: Class 12 contains 27983 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 1865 members 
Mstep: Class 15 contains 12924 members 
Mstep: Class 16 contains 11664 members 
Mstep: Class 17 contains 138608 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 13306 members 
Mstep: Class 20 contains 50600 members 
Mstep: Class 21 contains 12906 members 
Mstep: Class 22 contains 12563 members 
Mstep: Class 23 contains 3045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50269200.000000 Penalty: 14801.035156
Iteration 45Q: 24 clusters Score -5.02692e+07 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 257369 members 
Mstep: Class 3 contains 11349 members 
Mstep: Class 4 contains 1545 members 
Mstep: Class 5 contains 467480 members 
Mstep: Class 6 contains 5417 members 
Mstep: Class 7 contains 6508 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 2054 members 
Mstep: Class 10 contains 315307 members 
Mstep: Class 11 contains 30121 members 
Mstep: Class 12 contains 27692 members 
Mstep: Class 13 contains 500 members 
Mstep: Class 14 contains 1962 members 
Mstep: Class 15 contains 12959 members 
Mstep: Class 16 contains 11733 members 
Mstep: Class 17 contains 136607 members 
Mstep: Class 18 contains 4215 members 
Mstep: Class 19 contains 13439 members 
Mstep: Class 20 contains 48995 members 
Mstep: Class 21 contains 13333 members 
Mstep: Class 22 contains 12870 members 
Mstep: Class 23 contains 3117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50270584.000000 Penalty: 14801.035156
Iteration 46Q: 24 clusters Score -5.027058e+07 nChanged 9967
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 261530 members 
Mstep: Class 3 contains 11236 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 469008 members 
Mstep: Class 6 contains 5616 members 
Mstep: Class 7 contains 6756 members 
Mstep: Class 8 contains 1059 members 
Mstep: Class 9 contains 2139 members 
Mstep: Class 10 contains 311872 members 
Mstep: Class 11 contains 30098 members 
Mstep: Class 12 contains 27441 members 
Mstep: Class 13 contains 496 members 
Mstep: Class 14 contains 2062 members 
Mstep: Class 15 contains 12988 members 
Mstep: Class 16 contains 11809 members 
Mstep: Class 17 contains 134786 members 
Mstep: Class 18 contains 4161 members 
Mstep: Class 19 contains 13598 members 
Mstep: Class 20 contains 47445 members 
Mstep: Class 21 contains 13707 members 
Mstep: Class 22 contains 13088 members 
Mstep: Class 23 contains 3187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50271656.000000 Penalty: 14801.035156
Iteration 47Q: 24 clusters Score -5.027166e+07 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 265867 members 
Mstep: Class 3 contains 11150 members 
Mstep: Class 4 contains 1500 members 
Mstep: Class 5 contains 470444 members 
Mstep: Class 6 contains 5786 members 
Mstep: Class 7 contains 6998 members 
Mstep: Class 8 contains 1021 members 
Mstep: Class 9 contains 2210 members 
Mstep: Class 10 contains 308136 members 
Mstep: Class 11 contains 30100 members 
Mstep: Class 12 contains 27220 members 
Mstep: Class 13 contains 497 members 
Mstep: Class 14 contains 2123 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 11878 members 
Mstep: Class 17 contains 133077 members 
Mstep: Class 18 contains 4120 members 
Mstep: Class 19 contains 13751 members 
Mstep: Class 20 contains 46086 members 
Mstep: Class 21 contains 14052 members 
Mstep: Class 22 contains 13297 members 
Mstep: Class 23 contains 3238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50273340.000000 Penalty: 14801.035156
Iteration 48Q: 24 clusters Score -5.027334e+07 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 270435 members 
Mstep: Class 3 contains 11072 members 
Mstep: Class 4 contains 1487 members 
Mstep: Class 5 contains 471764 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 7207 members 
Mstep: Class 8 contains 979 members 
Mstep: Class 9 contains 2267 members 
Mstep: Class 10 contains 304077 members 
Mstep: Class 11 contains 30073 members 
Mstep: Class 12 contains 27039 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 2186 members 
Mstep: Class 15 contains 12995 members 
Mstep: Class 16 contains 11961 members 
Mstep: Class 17 contains 131526 members 
Mstep: Class 18 contains 4082 members 
Mstep: Class 19 contains 13901 members 
Mstep: Class 20 contains 44795 members 
Mstep: Class 21 contains 14423 members 
Mstep: Class 22 contains 13486 members 
Mstep: Class 23 contains 3293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50274380.000000 Penalty: 14801.035156
Iteration 49Q: 24 clusters Score -5.027438e+07 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 275348 members 
Mstep: Class 3 contains 11012 members 
Mstep: Class 4 contains 1490 members 
Mstep: Class 5 contains 473021 members 
Mstep: Class 6 contains 6036 members 
Mstep: Class 7 contains 7429 members 
Mstep: Class 8 contains 936 members 
Mstep: Class 9 contains 2310 members 
Mstep: Class 10 contains 299611 members 
Mstep: Class 11 contains 30052 members 
Mstep: Class 12 contains 26859 members 
Mstep: Class 13 contains 521 members 
Mstep: Class 14 contains 2230 members 
Mstep: Class 15 contains 12983 members 
Mstep: Class 16 contains 12043 members 
Mstep: Class 17 contains 130124 members 
Mstep: Class 18 contains 4050 members 
Mstep: Class 19 contains 14035 members 
Mstep: Class 20 contains 43619 members 
Mstep: Class 21 contains 14758 members 
Mstep: Class 22 contains 13632 members 
Mstep: Class 23 contains 3344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50275532.000000 Penalty: 14801.035156
Iteration 50Q: 24 clusters Score -5.027553e+07 nChanged 9202
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 280543 members 
Mstep: Class 3 contains 10935 members 
Mstep: Class 4 contains 1476 members 
Mstep: Class 5 contains 474268 members 
Mstep: Class 6 contains 6124 members 
Mstep: Class 7 contains 7673 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 2356 members 
Mstep: Class 10 contains 294810 members 
Mstep: Class 11 contains 30045 members 
Mstep: Class 12 contains 26707 members 
Mstep: Class 13 contains 522 members 
Mstep: Class 14 contains 2311 members 
Mstep: Class 15 contains 12959 members 
Mstep: Class 16 contains 12114 members 
Mstep: Class 17 contains 128784 members 
Mstep: Class 18 contains 4020 members 
Mstep: Class 19 contains 14161 members 
Mstep: Class 20 contains 42491 members 
Mstep: Class 21 contains 15076 members 
Mstep: Class 22 contains 13774 members 
Mstep: Class 23 contains 3376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50276660.000000 Penalty: 14801.035156
Iteration 51Q: 24 clusters Score -5.027666e+07 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 285906 members 
Mstep: Class 3 contains 10848 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 475477 members 
Mstep: Class 6 contains 6208 members 
Mstep: Class 7 contains 7917 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 2409 members 
Mstep: Class 10 contains 289776 members 
Mstep: Class 11 contains 30045 members 
Mstep: Class 12 contains 26574 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 12936 members 
Mstep: Class 16 contains 12180 members 
Mstep: Class 17 contains 127522 members 
Mstep: Class 18 contains 3997 members 
Mstep: Class 19 contains 14296 members 
Mstep: Class 20 contains 41384 members 
Mstep: Class 21 contains 15356 members 
Mstep: Class 22 contains 13891 members 
Mstep: Class 23 contains 3416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50277536.000000 Penalty: 14801.035156
Iteration 52Q: 24 clusters Score -5.027754e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 291372 members 
Mstep: Class 3 contains 10775 members 
Mstep: Class 4 contains 1445 members 
Mstep: Class 5 contains 476682 members 
Mstep: Class 6 contains 6281 members 
Mstep: Class 7 contains 8142 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 2451 members 
Mstep: Class 10 contains 284567 members 
Mstep: Class 11 contains 30030 members 
Mstep: Class 12 contains 26470 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 2536 members 
Mstep: Class 15 contains 12936 members 
Mstep: Class 16 contains 12233 members 
Mstep: Class 17 contains 126295 members 
Mstep: Class 18 contains 3975 members 
Mstep: Class 19 contains 14438 members 
Mstep: Class 20 contains 40376 members 
Mstep: Class 21 contains 15595 members 
Mstep: Class 22 contains 13982 members 
Mstep: Class 23 contains 3441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50278108.000000 Penalty: 14801.035156
Iteration 53Q: 24 clusters Score -5.027811e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 297239 members 
Mstep: Class 3 contains 10705 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 477826 members 
Mstep: Class 6 contains 6338 members 
Mstep: Class 7 contains 8375 members 
Mstep: Class 8 contains 800 members 
Mstep: Class 9 contains 2489 members 
Mstep: Class 10 contains 278962 members 
Mstep: Class 11 contains 30025 members 
Mstep: Class 12 contains 26395 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 2694 members 
Mstep: Class 15 contains 12942 members 
Mstep: Class 16 contains 12277 members 
Mstep: Class 17 contains 125088 members 
Mstep: Class 18 contains 3960 members 
Mstep: Class 19 contains 14562 members 
Mstep: Class 20 contains 39393 members 
Mstep: Class 21 contains 15787 members 
Mstep: Class 22 contains 14073 members 
Mstep: Class 23 contains 3477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50279136.000000 Penalty: 14801.035156
Iteration 54Q: 24 clusters Score -5.027914e+07 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 303503 members 
Mstep: Class 3 contains 10629 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 478889 members 
Mstep: Class 6 contains 6383 members 
Mstep: Class 7 contains 8585 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 272953 members 
Mstep: Class 11 contains 30054 members 
Mstep: Class 12 contains 26324 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 2907 members 
Mstep: Class 15 contains 12935 members 
Mstep: Class 16 contains 12317 members 
Mstep: Class 17 contains 124010 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 14679 members 
Mstep: Class 20 contains 38383 members 
Mstep: Class 21 contains 15962 members 
Mstep: Class 22 contains 14134 members 
Mstep: Class 23 contains 3508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50280192.000000 Penalty: 14801.035156
Iteration 55Q: 24 clusters Score -5.028019e+07 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 310259 members 
Mstep: Class 3 contains 10541 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 479894 members 
Mstep: Class 6 contains 6424 members 
Mstep: Class 7 contains 8748 members 
Mstep: Class 8 contains 737 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 266473 members 
Mstep: Class 11 contains 30054 members 
Mstep: Class 12 contains 26273 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 3206 members 
Mstep: Class 15 contains 12931 members 
Mstep: Class 16 contains 12360 members 
Mstep: Class 17 contains 123016 members 
Mstep: Class 18 contains 3937 members 
Mstep: Class 19 contains 14776 members 
Mstep: Class 20 contains 37305 members 
Mstep: Class 21 contains 16153 members 
Mstep: Class 22 contains 14179 members 
Mstep: Class 23 contains 3536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50281112.000000 Penalty: 14801.035156
Iteration 56Q: 24 clusters Score -5.028111e+07 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 317713 members 
Mstep: Class 3 contains 10447 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 480808 members 
Mstep: Class 6 contains 6462 members 
Mstep: Class 7 contains 8898 members 
Mstep: Class 8 contains 720 members 
Mstep: Class 9 contains 2582 members 
Mstep: Class 10 contains 259263 members 
Mstep: Class 11 contains 30061 members 
Mstep: Class 12 contains 26210 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 3596 members 
Mstep: Class 15 contains 12927 members 
Mstep: Class 16 contains 12415 members 
Mstep: Class 17 contains 122101 members 
Mstep: Class 18 contains 3930 members 
Mstep: Class 19 contains 14854 members 
Mstep: Class 20 contains 36234 members 
Mstep: Class 21 contains 16333 members 
Mstep: Class 22 contains 14207 members 
Mstep: Class 23 contains 3549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50282548.000000 Penalty: 14801.035156
Iteration 57Q: 24 clusters Score -5.028255e+07 nChanged 11106
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 325865 members 
Mstep: Class 3 contains 10357 members 
Mstep: Class 4 contains 1429 members 
Mstep: Class 5 contains 481668 members 
Mstep: Class 6 contains 6493 members 
Mstep: Class 7 contains 9015 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 251302 members 
Mstep: Class 11 contains 30068 members 
Mstep: Class 12 contains 26182 members 
Mstep: Class 13 contains 571 members 
Mstep: Class 14 contains 4086 members 
Mstep: Class 15 contains 12925 members 
Mstep: Class 16 contains 12475 members 
Mstep: Class 17 contains 121257 members 
Mstep: Class 18 contains 3919 members 
Mstep: Class 19 contains 14950 members 
Mstep: Class 20 contains 35157 members 
Mstep: Class 21 contains 16471 members 
Mstep: Class 22 contains 14221 members 
Mstep: Class 23 contains 3563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50284124.000000 Penalty: 14801.035156
Iteration 58Q: 24 clusters Score -5.028412e+07 nChanged 11966
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 334818 members 
Mstep: Class 3 contains 10280 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 482424 members 
Mstep: Class 6 contains 6520 members 
Mstep: Class 7 contains 9116 members 
Mstep: Class 8 contains 683 members 
Mstep: Class 9 contains 2672 members 
Mstep: Class 10 contains 242489 members 
Mstep: Class 11 contains 30074 members 
Mstep: Class 12 contains 26157 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 12917 members 
Mstep: Class 16 contains 12536 members 
Mstep: Class 17 contains 120521 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 15048 members 
Mstep: Class 20 contains 34106 members 
Mstep: Class 21 contains 16640 members 
Mstep: Class 22 contains 14235 members 
Mstep: Class 23 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50285592.000000 Penalty: 14801.035156
Iteration 59Q: 24 clusters Score -5.028559e+07 nChanged 12533
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 344251 members 
Mstep: Class 3 contains 10196 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 483151 members 
Mstep: Class 6 contains 6540 members 
Mstep: Class 7 contains 9187 members 
Mstep: Class 8 contains 669 members 
Mstep: Class 9 contains 2717 members 
Mstep: Class 10 contains 233178 members 
Mstep: Class 11 contains 30065 members 
Mstep: Class 12 contains 26133 members 
Mstep: Class 13 contains 576 members 
Mstep: Class 14 contains 5127 members 
Mstep: Class 15 contains 12912 members 
Mstep: Class 16 contains 12606 members 
Mstep: Class 17 contains 119811 members 
Mstep: Class 18 contains 3880 members 
Mstep: Class 19 contains 15116 members 
Mstep: Class 20 contains 33097 members 
Mstep: Class 21 contains 16831 members 
Mstep: Class 22 contains 14254 members 
Mstep: Class 23 contains 3581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50288480.000000 Penalty: 14801.035156
Iteration 60F: 24 clusters Score -5.028848e+07 nChanged 13792
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 353919 members 
Mstep: Class 3 contains 10108 members 
Mstep: Class 4 contains 1438 members 
Mstep: Class 5 contains 483808 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 9274 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 222883 members 
Mstep: Class 11 contains 29988 members 
Mstep: Class 12 contains 26034 members 
Mstep: Class 13 contains 598 members 
Mstep: Class 14 contains 6133 members 
Mstep: Class 15 contains 12913 members 
Mstep: Class 16 contains 12661 members 
Mstep: Class 17 contains 119144 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 15127 members 
Mstep: Class 20 contains 32311 members 
Mstep: Class 21 contains 17032 members 
Mstep: Class 22 contains 14267 members 
Mstep: Class 23 contains 3634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50290384.000000 Penalty: 14801.035156
Iteration 61Q: 24 clusters Score -5.029038e+07 nChanged 13868
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 363623 members 
Mstep: Class 3 contains 10038 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 484399 members 
Mstep: Class 6 contains 6630 members 
Mstep: Class 7 contains 9342 members 
Mstep: Class 8 contains 649 members 
Mstep: Class 9 contains 2841 members 
Mstep: Class 10 contains 212594 members 
Mstep: Class 11 contains 29929 members 
Mstep: Class 12 contains 25953 members 
Mstep: Class 13 contains 628 members 
Mstep: Class 14 contains 7077 members 
Mstep: Class 15 contains 12913 members 
Mstep: Class 16 contains 12722 members 
Mstep: Class 17 contains 118569 members 
Mstep: Class 18 contains 3784 members 
Mstep: Class 19 contains 15121 members 
Mstep: Class 20 contains 31602 members 
Mstep: Class 21 contains 17232 members 
Mstep: Class 22 contains 14275 members 
Mstep: Class 23 contains 3669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50292112.000000 Penalty: 14801.035156
Iteration 62Q: 24 clusters Score -5.029211e+07 nChanged 13720
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 373356 members 
Mstep: Class 3 contains 9967 members 
Mstep: Class 4 contains 1456 members 
Mstep: Class 5 contains 484929 members 
Mstep: Class 6 contains 6655 members 
Mstep: Class 7 contains 9392 members 
Mstep: Class 8 contains 639 members 
Mstep: Class 9 contains 2867 members 
Mstep: Class 10 contains 202193 members 
Mstep: Class 11 contains 29894 members 
Mstep: Class 12 contains 25890 members 
Mstep: Class 13 contains 672 members 
Mstep: Class 14 contains 8001 members 
Mstep: Class 15 contains 12927 members 
Mstep: Class 16 contains 12811 members 
Mstep: Class 17 contains 118046 members 
Mstep: Class 18 contains 3735 members 
Mstep: Class 19 contains 15095 members 
Mstep: Class 20 contains 30943 members 
Mstep: Class 21 contains 17454 members 
Mstep: Class 22 contains 14281 members 
Mstep: Class 23 contains 3706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50293360.000000 Penalty: 14801.035156
Iteration 63Q: 24 clusters Score -5.029336e+07 nChanged 13313
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 382886 members 
Mstep: Class 3 contains 9904 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 485381 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 9406 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 2900 members 
Mstep: Class 10 contains 192081 members 
Mstep: Class 11 contains 29852 members 
Mstep: Class 12 contains 25821 members 
Mstep: Class 13 contains 738 members 
Mstep: Class 14 contains 8839 members 
Mstep: Class 15 contains 12935 members 
Mstep: Class 16 contains 12899 members 
Mstep: Class 17 contains 117612 members 
Mstep: Class 18 contains 3692 members 
Mstep: Class 19 contains 15068 members 
Mstep: Class 20 contains 30338 members 
Mstep: Class 21 contains 17659 members 
Mstep: Class 22 contains 14283 members 
Mstep: Class 23 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50294372.000000 Penalty: 14801.035156
Iteration 64Q: 24 clusters Score -5.029437e+07 nChanged 12831
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 392148 members 
Mstep: Class 3 contains 9840 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 485781 members 
Mstep: Class 6 contains 6710 members 
Mstep: Class 7 contains 9375 members 
Mstep: Class 8 contains 614 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 182498 members 
Mstep: Class 11 contains 29834 members 
Mstep: Class 12 contains 25771 members 
Mstep: Class 13 contains 808 members 
Mstep: Class 14 contains 9616 members 
Mstep: Class 15 contains 12935 members 
Mstep: Class 16 contains 12973 members 
Mstep: Class 17 contains 117225 members 
Mstep: Class 18 contains 3644 members 
Mstep: Class 19 contains 15018 members 
Mstep: Class 20 contains 29686 members 
Mstep: Class 21 contains 17826 members 
Mstep: Class 22 contains 14282 members 
Mstep: Class 23 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50295164.000000 Penalty: 14801.035156
Iteration 65Q: 24 clusters Score -5.029516e+07 nChanged 12246
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 401006 members 
Mstep: Class 3 contains 9769 members 
Mstep: Class 4 contains 1483 members 
Mstep: Class 5 contains 486172 members 
Mstep: Class 6 contains 6725 members 
Mstep: Class 7 contains 9305 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 2932 members 
Mstep: Class 10 contains 173381 members 
Mstep: Class 11 contains 29805 members 
Mstep: Class 12 contains 25722 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 10313 members 
Mstep: Class 15 contains 12933 members 
Mstep: Class 16 contains 13068 members 
Mstep: Class 17 contains 116848 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 14966 members 
Mstep: Class 20 contains 29086 members 
Mstep: Class 21 contains 18005 members 
Mstep: Class 22 contains 14282 members 
Mstep: Class 23 contains 3766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50295296.000000 Penalty: 14801.035156
Iteration 66Q: 24 clusters Score -5.02953e+07 nChanged 11460
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 409236 members 
Mstep: Class 3 contains 9699 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 486535 members 
Mstep: Class 6 contains 6728 members 
Mstep: Class 7 contains 9206 members 
Mstep: Class 8 contains 590 members 
Mstep: Class 9 contains 2954 members 
Mstep: Class 10 contains 165082 members 
Mstep: Class 11 contains 29786 members 
Mstep: Class 12 contains 25685 members 
Mstep: Class 13 contains 973 members 
Mstep: Class 14 contains 10870 members 
Mstep: Class 15 contains 12927 members 
Mstep: Class 16 contains 13157 members 
Mstep: Class 17 contains 116514 members 
Mstep: Class 18 contains 3529 members 
Mstep: Class 19 contains 14902 members 
Mstep: Class 20 contains 28515 members 
Mstep: Class 21 contains 18181 members 
Mstep: Class 22 contains 14275 members 
Mstep: Class 23 contains 3774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50295688.000000 Penalty: 14801.035156
Iteration 67Q: 24 clusters Score -5.029569e+07 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 416755 members 
Mstep: Class 3 contains 9651 members 
Mstep: Class 4 contains 1487 members 
Mstep: Class 5 contains 486807 members 
Mstep: Class 6 contains 6731 members 
Mstep: Class 7 contains 9088 members 
Mstep: Class 8 contains 580 members 
Mstep: Class 9 contains 2984 members 
Mstep: Class 10 contains 157636 members 
Mstep: Class 11 contains 29774 members 
Mstep: Class 12 contains 25634 members 
Mstep: Class 13 contains 1054 members 
Mstep: Class 14 contains 11281 members 
Mstep: Class 15 contains 12917 members 
Mstep: Class 16 contains 13216 members 
Mstep: Class 17 contains 116254 members 
Mstep: Class 18 contains 3464 members 
Mstep: Class 19 contains 14859 members 
Mstep: Class 20 contains 28016 members 
Mstep: Class 21 contains 18326 members 
Mstep: Class 22 contains 14273 members 
Mstep: Class 23 contains 3781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50295444.000000 Penalty: 14801.035156
Iteration 68Q: 24 clusters Score -5.029544e+07 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 423585 members 
Mstep: Class 3 contains 9620 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 487075 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 8971 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 3008 members 
Mstep: Class 10 contains 150938 members 
Mstep: Class 11 contains 29756 members 
Mstep: Class 12 contains 25587 members 
Mstep: Class 13 contains 1125 members 
Mstep: Class 14 contains 11616 members 
Mstep: Class 15 contains 12914 members 
Mstep: Class 16 contains 13296 members 
Mstep: Class 17 contains 115991 members 
Mstep: Class 18 contains 3399 members 
Mstep: Class 19 contains 14824 members 
Mstep: Class 20 contains 27514 members 
Mstep: Class 21 contains 18481 members 
Mstep: Class 22 contains 14277 members 
Mstep: Class 23 contains 3781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50295644.000000 Penalty: 14801.035156
Iteration 69Q: 24 clusters Score -5.029564e+07 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 429912 members 
Mstep: Class 3 contains 9580 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 487324 members 
Mstep: Class 6 contains 6762 members 
Mstep: Class 7 contains 8865 members 
Mstep: Class 8 contains 563 members 
Mstep: Class 9 contains 3030 members 
Mstep: Class 10 contains 144732 members 
Mstep: Class 11 contains 29745 members 
Mstep: Class 12 contains 25546 members 
Mstep: Class 13 contains 1192 members 
Mstep: Class 14 contains 11910 members 
Mstep: Class 15 contains 12910 members 
Mstep: Class 16 contains 13364 members 
Mstep: Class 17 contains 115742 members 
Mstep: Class 18 contains 3362 members 
Mstep: Class 19 contains 14786 members 
Mstep: Class 20 contains 27028 members 
Mstep: Class 21 contains 18625 members 
Mstep: Class 22 contains 14286 members 
Mstep: Class 23 contains 3789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50295356.000000 Penalty: 14801.035156
Iteration 70Q: 24 clusters Score -5.029536e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 435721 members 
Mstep: Class 3 contains 9545 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 487531 members 
Mstep: Class 6 contains 6790 members 
Mstep: Class 7 contains 8750 members 
Mstep: Class 8 contains 560 members 
Mstep: Class 9 contains 3046 members 
Mstep: Class 10 contains 139088 members 
Mstep: Class 11 contains 29735 members 
Mstep: Class 12 contains 25502 members 
Mstep: Class 13 contains 1251 members 
Mstep: Class 14 contains 12160 members 
Mstep: Class 15 contains 12913 members 
Mstep: Class 16 contains 13412 members 
Mstep: Class 17 contains 115518 members 
Mstep: Class 18 contains 3331 members 
Mstep: Class 19 contains 14751 members 
Mstep: Class 20 contains 26575 members 
Mstep: Class 21 contains 18762 members 
Mstep: Class 22 contains 14305 members 
Mstep: Class 23 contains 3786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50295452.000000 Penalty: 14801.035156
Iteration 71Q: 24 clusters Score -5.029545e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 441153 members 
Mstep: Class 3 contains 9502 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 487746 members 
Mstep: Class 6 contains 6825 members 
Mstep: Class 7 contains 8651 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 3044 members 
Mstep: Class 10 contains 133836 members 
Mstep: Class 11 contains 29730 members 
Mstep: Class 12 contains 25457 members 
Mstep: Class 13 contains 1304 members 
Mstep: Class 14 contains 12386 members 
Mstep: Class 15 contains 12910 members 
Mstep: Class 16 contains 13460 members 
Mstep: Class 17 contains 115294 members 
Mstep: Class 18 contains 3307 members 
Mstep: Class 19 contains 14696 members 
Mstep: Class 20 contains 26185 members 
Mstep: Class 21 contains 18885 members 
Mstep: Class 22 contains 14324 members 
Mstep: Class 23 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50295532.000000 Penalty: 14801.035156
Iteration 72Q: 24 clusters Score -5.029553e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 446144 members 
Mstep: Class 3 contains 9458 members 
Mstep: Class 4 contains 1515 members 
Mstep: Class 5 contains 487961 members 
Mstep: Class 6 contains 6854 members 
Mstep: Class 7 contains 8548 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3043 members 
Mstep: Class 10 contains 128988 members 
Mstep: Class 11 contains 29741 members 
Mstep: Class 12 contains 25409 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 12559 members 
Mstep: Class 15 contains 12907 members 
Mstep: Class 16 contains 13504 members 
Mstep: Class 17 contains 115066 members 
Mstep: Class 18 contains 3278 members 
Mstep: Class 19 contains 14667 members 
Mstep: Class 20 contains 25865 members 
Mstep: Class 21 contains 18998 members 
Mstep: Class 22 contains 14344 members 
Mstep: Class 23 contains 3779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50295548.000000 Penalty: 14801.035156
Iteration 73Q: 24 clusters Score -5.029555e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 450808 members 
Mstep: Class 3 contains 9436 members 
Mstep: Class 4 contains 1520 members 
Mstep: Class 5 contains 488149 members 
Mstep: Class 6 contains 6876 members 
Mstep: Class 7 contains 8445 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3030 members 
Mstep: Class 10 contains 124503 members 
Mstep: Class 11 contains 29727 members 
Mstep: Class 12 contains 25359 members 
Mstep: Class 13 contains 1407 members 
Mstep: Class 14 contains 12697 members 
Mstep: Class 15 contains 12907 members 
Mstep: Class 16 contains 13566 members 
Mstep: Class 17 contains 114853 members 
Mstep: Class 18 contains 3257 members 
Mstep: Class 19 contains 14651 members 
Mstep: Class 20 contains 25601 members 
Mstep: Class 21 contains 19103 members 
Mstep: Class 22 contains 14364 members 
Mstep: Class 23 contains 3775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50295672.000000 Penalty: 14801.035156
Iteration 74Q: 24 clusters Score -5.029567e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 455104 members 
Mstep: Class 3 contains 9414 members 
Mstep: Class 4 contains 1524 members 
Mstep: Class 5 contains 488286 members 
Mstep: Class 6 contains 6903 members 
Mstep: Class 7 contains 8367 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 3024 members 
Mstep: Class 10 contains 120392 members 
Mstep: Class 11 contains 29712 members 
Mstep: Class 12 contains 25306 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 12794 members 
Mstep: Class 15 contains 12914 members 
Mstep: Class 16 contains 13642 members 
Mstep: Class 17 contains 114668 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 14611 members 
Mstep: Class 20 contains 25361 members 
Mstep: Class 21 contains 19204 members 
Mstep: Class 22 contains 14382 members 
Mstep: Class 23 contains 3774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50295604.000000 Penalty: 14801.035156
Iteration 75Q: 24 clusters Score -5.02956e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 459062 members 
Mstep: Class 3 contains 9397 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 488423 members 
Mstep: Class 6 contains 6915 members 
Mstep: Class 7 contains 8303 members 
Mstep: Class 8 contains 550 members 
Mstep: Class 9 contains 3023 members 
Mstep: Class 10 contains 116596 members 
Mstep: Class 11 contains 29712 members 
Mstep: Class 12 contains 25267 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 12884 members 
Mstep: Class 15 contains 12917 members 
Mstep: Class 16 contains 13701 members 
Mstep: Class 17 contains 114500 members 
Mstep: Class 18 contains 3204 members 
Mstep: Class 19 contains 14573 members 
Mstep: Class 20 contains 25137 members 
Mstep: Class 21 contains 19300 members 
Mstep: Class 22 contains 14387 members 
Mstep: Class 23 contains 3772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50296216.000000 Penalty: 14801.035156
Iteration 76Q: 24 clusters Score -5.029622e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 462856 members 
Mstep: Class 3 contains 9373 members 
Mstep: Class 4 contains 1535 members 
Mstep: Class 5 contains 488538 members 
Mstep: Class 6 contains 6931 members 
Mstep: Class 7 contains 8228 members 
Mstep: Class 8 contains 550 members 
Mstep: Class 9 contains 3022 members 
Mstep: Class 10 contains 112968 members 
Mstep: Class 11 contains 29708 members 
Mstep: Class 12 contains 25241 members 
Mstep: Class 13 contains 1506 members 
Mstep: Class 14 contains 12967 members 
Mstep: Class 15 contains 12917 members 
Mstep: Class 16 contains 13770 members 
Mstep: Class 17 contains 114330 members 
Mstep: Class 18 contains 3199 members 
Mstep: Class 19 contains 14529 members 
Mstep: Class 20 contains 24935 members 
Mstep: Class 21 contains 19389 members 
Mstep: Class 22 contains 14392 members 
Mstep: Class 23 contains 3768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50296616.000000 Penalty: 14801.035156
Iteration 77Q: 24 clusters Score -5.029662e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 466450 members 
Mstep: Class 3 contains 9347 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 488626 members 
Mstep: Class 6 contains 6948 members 
Mstep: Class 7 contains 8136 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3022 members 
Mstep: Class 10 contains 109524 members 
Mstep: Class 11 contains 29717 members 
Mstep: Class 12 contains 25222 members 
Mstep: Class 13 contains 1543 members 
Mstep: Class 14 contains 13030 members 
Mstep: Class 15 contains 12927 members 
Mstep: Class 16 contains 13825 members 
Mstep: Class 17 contains 114175 members 
Mstep: Class 18 contains 3196 members 
Mstep: Class 19 contains 14491 members 
Mstep: Class 20 contains 24754 members 
Mstep: Class 21 contains 19481 members 
Mstep: Class 22 contains 14391 members 
Mstep: Class 23 contains 3770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50297216.000000 Penalty: 14801.035156
Iteration 78Q: 24 clusters Score -5.029722e+07 nChanged 4580
Entering ConstructFrom: 
Score: -50297216.000000 Penalty: 14801.035156
Entering ConstructFrom: 
Trying to split cluster 1 (3276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Entering Unmasked Estep 
Score: -121125.617188 Penalty: 368.294220
	Iteration 0F: 2 clusters Score -121125.6 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 1641 members 
Entering Unmasked Estep 
Score: -118870.632812 Penalty: 736.588440
	Iteration 0F: 3 clusters Score -118870.6 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -119720.843750 Penalty: 736.588440
	Iteration 1F: 3 clusters Score -119720.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -119883.757812 Penalty: 736.588440
	Iteration 2F: 3 clusters Score -119883.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -120055.648438 Penalty: 736.588440
	Iteration 3F: 3 clusters Score -120055.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -120217.789062 Penalty: 736.588440
	Iteration 4F: 3 clusters Score -120217.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -120375.718750 Penalty: 736.588440
	Iteration 5F: 3 clusters Score -120375.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -120512.000000 Penalty: 736.588440
	Iteration 6F: 3 clusters Score -120512 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -120606.742188 Penalty: 736.588440
	Iteration 7Q: 3 clusters Score -120606.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -120665.843750 Penalty: 736.588440
	Iteration 8Q: 3 clusters Score -120665.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -120702.984375 Penalty: 736.588440
	Iteration 9Q: 3 clusters Score -120703 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -120729.093750 Penalty: 736.588440
	Iteration 10Q: 3 clusters Score -120729.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -120752.437500 Penalty: 736.588440
	Iteration 11Q: 3 clusters Score -120752.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -120775.992188 Penalty: 736.588440
	Iteration 12Q: 3 clusters Score -120776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -120796.140625 Penalty: 736.588440
	Iteration 13Q: 3 clusters Score -120796.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -120812.101562 Penalty: 736.588440
	Iteration 14Q: 3 clusters Score -120812.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -120819.734375 Penalty: 736.588440
	Iteration 15Q: 3 clusters Score -120819.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -120826.789062 Penalty: 736.588440
	Iteration 16Q: 3 clusters Score -120826.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -120831.914062 Penalty: 736.588440
	Iteration 17Q: 3 clusters Score -120831.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -120840.289062 Penalty: 736.588440
	Iteration 18Q: 3 clusters Score -120840.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -120844.492188 Penalty: 736.588440
	Iteration 19Q: 3 clusters Score -120844.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -120849.367188 Penalty: 736.588440
	Iteration 20F: 3 clusters Score -120849.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -120856.046875 Penalty: 736.588440
	Iteration 21Q: 3 clusters Score -120856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -120859.078125 Penalty: 736.588440
	Iteration 22Q: 3 clusters Score -120859.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -120861.843750 Penalty: 736.588440
	Iteration 23Q: 3 clusters Score -120861.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -120863.906250 Penalty: 736.588440
	Iteration 24Q: 3 clusters Score -120863.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -120865.281250 Penalty: 736.588440
	Iteration 25Q: 3 clusters Score -120865.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -120867.132812 Penalty: 736.588440
	Iteration 26Q: 3 clusters Score -120867.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -120869.898438 Penalty: 736.588440
	Iteration 27Q: 3 clusters Score -120869.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -120872.601562 Penalty: 736.588440
	Iteration 28Q: 3 clusters Score -120872.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -120874.421875 Penalty: 736.588440
	Iteration 29Q: 3 clusters Score -120874.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -120877.578125 Penalty: 736.588440
	Iteration 30Q: 3 clusters Score -120877.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -120879.781250 Penalty: 736.588440
	Iteration 31Q: 3 clusters Score -120879.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -120882.039062 Penalty: 736.588440
	Iteration 32Q: 3 clusters Score -120882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -120882.296875 Penalty: 736.588440
	Iteration 33Q: 3 clusters Score -120882.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -120882.296875 Penalty: 736.588440
	Iteration 34F: 3 clusters Score -120882.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (469897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469897 members 
Entering Unmasked Estep 
Score: -18358048.000000 Penalty: 594.242188
	Iteration 0F: 2 clusters Score -1.835805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235098 members 
Mstep: Class 2 contains 234799 members 
Entering Unmasked Estep 
Score: -18056860.000000 Penalty: 1188.484375
	Iteration 0F: 3 clusters Score -1.805686e+07 nChanged 232876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246246 members 
Mstep: Class 2 contains 223651 members 
Entering Unmasked Estep 
Score: -18203512.000000 Penalty: 1188.484375
	Iteration 1F: 3 clusters Score -1.820351e+07 nChanged 17075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254991 members 
Mstep: Class 2 contains 214906 members 
Entering Unmasked Estep 
Score: -18209000.000000 Penalty: 1188.484375
	Iteration 2Q: 3 clusters Score -1.8209e+07 nChanged 20585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268774 members 
Mstep: Class 2 contains 201123 members 
Entering Unmasked Estep 
Score: -18217924.000000 Penalty: 1188.484375
	Iteration 3Q: 3 clusters Score -1.821792e+07 nChanged 25670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288734 members 
Mstep: Class 2 contains 181163 members 
Entering Unmasked Estep 
Score: -18233150.000000 Penalty: 1188.484375
	Iteration 4F: 3 clusters Score -1.823315e+07 nChanged 30483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313929 members 
Mstep: Class 2 contains 155968 members 
Entering Unmasked Estep 
Score: -18256404.000000 Penalty: 1188.484375
	Iteration 5F: 3 clusters Score -1.82564e+07 nChanged 31608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340419 members 
Mstep: Class 2 contains 129478 members 
Entering Unmasked Estep 
Score: -18282448.000000 Penalty: 1188.484375
	Iteration 6F: 3 clusters Score -1.828245e+07 nChanged 27483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361950 members 
Mstep: Class 2 contains 107947 members 
Entering Unmasked Estep 
Score: -18304362.000000 Penalty: 1188.484375
	Iteration 7F: 3 clusters Score -1.830436e+07 nChanged 21228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377058 members 
Mstep: Class 2 contains 92839 members 
Entering Unmasked Estep 
Score: -18317306.000000 Penalty: 1188.484375
	Iteration 8Q: 3 clusters Score -1.831731e+07 nChanged 14870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387982 members 
Mstep: Class 2 contains 81915 members 
Entering Unmasked Estep 
Score: -18323020.000000 Penalty: 1188.484375
	Iteration 9Q: 3 clusters Score -1.832302e+07 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397042 members 
Mstep: Class 2 contains 72855 members 
Entering Unmasked Estep 
Score: -18325958.000000 Penalty: 1188.484375
	Iteration 10Q: 3 clusters Score -1.832596e+07 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404984 members 
Mstep: Class 2 contains 64913 members 
Entering Unmasked Estep 
Score: -18328040.000000 Penalty: 1188.484375
	Iteration 11Q: 3 clusters Score -1.832804e+07 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412150 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -18330098.000000 Penalty: 1188.484375
	Iteration 12Q: 3 clusters Score -1.83301e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418769 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -18331896.000000 Penalty: 1188.484375
	Iteration 13Q: 3 clusters Score -1.83319e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424680 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -18333712.000000 Penalty: 1188.484375
	Iteration 14Q: 3 clusters Score -1.833371e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430086 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -18335528.000000 Penalty: 1188.484375
	Iteration 15Q: 3 clusters Score -1.833553e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434986 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -18337206.000000 Penalty: 1188.484375
	Iteration 16Q: 3 clusters Score -1.833721e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439407 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -18338776.000000 Penalty: 1188.484375
	Iteration 17Q: 3 clusters Score -1.833878e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443409 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -18340330.000000 Penalty: 1188.484375
	Iteration 18Q: 3 clusters Score -1.834033e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446992 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -18342178.000000 Penalty: 1188.484375
	Iteration 19Q: 3 clusters Score -1.834218e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450182 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -18343826.000000 Penalty: 1188.484375
	Iteration 20F: 3 clusters Score -1.834383e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453093 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -18345628.000000 Penalty: 1188.484375
	Iteration 21Q: 3 clusters Score -1.834563e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455574 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -18347144.000000 Penalty: 1188.484375
	Iteration 22Q: 3 clusters Score -1.834714e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457679 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -18348618.000000 Penalty: 1188.484375
	Iteration 23Q: 3 clusters Score -1.834862e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459492 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -18349842.000000 Penalty: 1188.484375
	Iteration 24Q: 3 clusters Score -1.834984e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461026 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -18350918.000000 Penalty: 1188.484375
	Iteration 25Q: 3 clusters Score -1.835092e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462354 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -18351832.000000 Penalty: 1188.484375
	Iteration 26Q: 3 clusters Score -1.835183e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463545 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -18352888.000000 Penalty: 1188.484375
	Iteration 27Q: 3 clusters Score -1.835289e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464526 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -18353588.000000 Penalty: 1188.484375
	Iteration 28Q: 3 clusters Score -1.835359e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465317 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -18354322.000000 Penalty: 1188.484375
	Iteration 29Q: 3 clusters Score -1.835432e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465972 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -18354830.000000 Penalty: 1188.484375
	Iteration 30Q: 3 clusters Score -1.835483e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466516 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -18355230.000000 Penalty: 1188.484375
	Iteration 31Q: 3 clusters Score -1.835523e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466922 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -18355574.000000 Penalty: 1188.484375
	Iteration 32Q: 3 clusters Score -1.835557e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467279 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -18355832.000000 Penalty: 1188.484375
	Iteration 33Q: 3 clusters Score -1.835583e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467583 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -18356074.000000 Penalty: 1188.484375
	Iteration 34Q: 3 clusters Score -1.835607e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467819 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -18356288.000000 Penalty: 1188.484375
	Iteration 35Q: 3 clusters Score -1.835629e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468019 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -18356480.000000 Penalty: 1188.484375
	Iteration 36Q: 3 clusters Score -1.835648e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468190 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -18356622.000000 Penalty: 1188.484375
	Iteration 37Q: 3 clusters Score -1.835662e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468339 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -18356768.000000 Penalty: 1188.484375
	Iteration 38Q: 3 clusters Score -1.835677e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468451 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -18356870.000000 Penalty: 1188.484375
	Iteration 39Q: 3 clusters Score -1.835687e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468544 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -18356952.000000 Penalty: 1188.484375
	Iteration 40F: 3 clusters Score -1.835695e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468632 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -18357058.000000 Penalty: 1188.484375
	Iteration 41Q: 3 clusters Score -1.835706e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468696 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -18357128.000000 Penalty: 1188.484375
	Iteration 42Q: 3 clusters Score -1.835713e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468734 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -18357180.000000 Penalty: 1188.484375
	Iteration 43Q: 3 clusters Score -1.835718e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468768 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -18357200.000000 Penalty: 1188.484375
	Iteration 44Q: 3 clusters Score -1.83572e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468795 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -18357214.000000 Penalty: 1188.484375
	Iteration 45Q: 3 clusters Score -1.835721e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468820 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -18357248.000000 Penalty: 1188.484375
	Iteration 46Q: 3 clusters Score -1.835725e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468844 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -18357240.000000 Penalty: 1188.484375
	Iteration 47Q: 3 clusters Score -1.835724e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468862 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -18357270.000000 Penalty: 1188.484375
	Iteration 48Q: 3 clusters Score -1.835727e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468883 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -18357268.000000 Penalty: 1188.484375
	Iteration 49Q: 3 clusters Score -1.835727e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468898 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -18357294.000000 Penalty: 1188.484375
	Iteration 50Q: 3 clusters Score -1.835729e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468904 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -18357312.000000 Penalty: 1188.484375
	Iteration 51Q: 3 clusters Score -1.835731e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468910 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -18357316.000000 Penalty: 1188.484375
	Iteration 52Q: 3 clusters Score -1.835732e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468922 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -18357334.000000 Penalty: 1188.484375
	Iteration 53Q: 3 clusters Score -1.835733e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468927 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -18357346.000000 Penalty: 1188.484375
	Iteration 54Q: 3 clusters Score -1.835735e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468943 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -18357342.000000 Penalty: 1188.484375
	Iteration 55Q: 3 clusters Score -1.835734e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468955 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -18357364.000000 Penalty: 1188.484375
	Iteration 56Q: 3 clusters Score -1.835736e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468966 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -18357388.000000 Penalty: 1188.484375
	Iteration 57Q: 3 clusters Score -1.835739e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468973 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -18357396.000000 Penalty: 1188.484375
	Iteration 58Q: 3 clusters Score -1.83574e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468975 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -18357396.000000 Penalty: 1188.484375
	Iteration 59Q: 3 clusters Score -1.83574e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468987 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -18357432.000000 Penalty: 1188.484375
	Iteration 60F: 3 clusters Score -1.835743e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468992 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -18357442.000000 Penalty: 1188.484375
	Iteration 61Q: 3 clusters Score -1.835744e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468995 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -18357476.000000 Penalty: 1188.484375
	Iteration 62Q: 3 clusters Score -1.835748e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469002 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -18357490.000000 Penalty: 1188.484375
	Iteration 63Q: 3 clusters Score -1.835749e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469003 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -18357506.000000 Penalty: 1188.484375
	Iteration 64Q: 3 clusters Score -1.835751e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469013 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -18357522.000000 Penalty: 1188.484375
	Iteration 65Q: 3 clusters Score -1.835752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469020 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -18357526.000000 Penalty: 1188.484375
	Iteration 66Q: 3 clusters Score -1.835753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469022 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -18357524.000000 Penalty: 1188.484375
	Iteration 67Q: 3 clusters Score -1.835752e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469029 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -18357550.000000 Penalty: 1188.484375
	Iteration 68Q: 3 clusters Score -1.835755e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469033 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -18357550.000000 Penalty: 1188.484375
	Iteration 69Q: 3 clusters Score -1.835755e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469037 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -18357570.000000 Penalty: 1188.484375
	Iteration 70Q: 3 clusters Score -1.835757e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469039 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -18357570.000000 Penalty: 1188.484375
	Iteration 71Q: 3 clusters Score -1.835757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469044 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -18357572.000000 Penalty: 1188.484375
	Iteration 72Q: 3 clusters Score -1.835757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469047 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -18357576.000000 Penalty: 1188.484375
	Iteration 73Q: 3 clusters Score -1.835758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469052 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -18357574.000000 Penalty: 1188.484375
	Iteration 74Q: 3 clusters Score -1.835757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469052 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -18357576.000000 Penalty: 1188.484375
	Iteration 75Q: 3 clusters Score -1.835758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469056 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -18357584.000000 Penalty: 1188.484375
	Iteration 76Q: 3 clusters Score -1.835758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469058 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -18357578.000000 Penalty: 1188.484375
	Iteration 77Q: 3 clusters Score -1.835758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469061 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -18357580.000000 Penalty: 1188.484375
	Iteration 78Q: 3 clusters Score -1.835758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469067 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -18357596.000000 Penalty: 1188.484375
	Iteration 79Q: 3 clusters Score -1.83576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469072 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -18357592.000000 Penalty: 1188.484375
	Iteration 80F: 3 clusters Score -1.835759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469074 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -18357588.000000 Penalty: 1188.484375
	Iteration 81Q: 3 clusters Score -1.835759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469080 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -18357578.000000 Penalty: 1188.484375
	Iteration 82Q: 3 clusters Score -1.835758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469081 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -18357580.000000 Penalty: 1188.484375
	Iteration 83Q: 3 clusters Score -1.835758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469085 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -18357582.000000 Penalty: 1188.484375
	Iteration 84Q: 3 clusters Score -1.835758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469089 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -18357574.000000 Penalty: 1188.484375
	Iteration 85Q: 3 clusters Score -1.835757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469093 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -18357578.000000 Penalty: 1188.484375
	Iteration 86Q: 3 clusters Score -1.835758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469094 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -18357578.000000 Penalty: 1188.484375
	Iteration 87Q: 3 clusters Score -1.835758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469096 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -18357584.000000 Penalty: 1188.484375
	Iteration 88Q: 3 clusters Score -1.835758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469097 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -18357584.000000 Penalty: 1188.484375
	Iteration 89Q: 3 clusters Score -1.835758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469099 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -18357586.000000 Penalty: 1188.484375
	Iteration 90Q: 3 clusters Score -1.835759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469100 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -18357588.000000 Penalty: 1188.484375
	Iteration 91Q: 3 clusters Score -1.835759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469101 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -18357584.000000 Penalty: 1188.484375
	Iteration 92Q: 3 clusters Score -1.835758e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469101 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -18357584.000000 Penalty: 1188.484375
	Iteration 93F: 3 clusters Score -1.835758e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Entering Unmasked Estep 
Score: -321111.093750 Penalty: 415.919922
	Iteration 0F: 2 clusters Score -321111.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -315010.687500 Penalty: 831.839844
	Iteration 0F: 3 clusters Score -315010.7 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -317702.406250 Penalty: 831.839844
	Iteration 1F: 3 clusters Score -317702.4 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -318241.125000 Penalty: 831.839844
	Iteration 2F: 3 clusters Score -318241.1 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -318920.093750 Penalty: 831.839844
	Iteration 3F: 3 clusters Score -318920.1 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -319587.781250 Penalty: 831.839844
	Iteration 4F: 3 clusters Score -319587.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -320107.656250 Penalty: 831.839844
	Iteration 5F: 3 clusters Score -320107.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -320539.093750 Penalty: 831.839844
	Iteration 6Q: 3 clusters Score -320539.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -320938.031250 Penalty: 831.839844
	Iteration 7Q: 3 clusters Score -320938 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -321231.812500 Penalty: 831.839844
	Iteration 8Q: 3 clusters Score -321231.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -321410.031250 Penalty: 831.839844
	Iteration 9Q: 3 clusters Score -321410 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -321522.312500 Penalty: 831.839844
	Iteration 10Q: 3 clusters Score -321522.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -321586.156250 Penalty: 831.839844
	Iteration 11Q: 3 clusters Score -321586.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -321630.500000 Penalty: 831.839844
	Iteration 12Q: 3 clusters Score -321630.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -321661.687500 Penalty: 831.839844
	Iteration 13Q: 3 clusters Score -321661.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -321682.031250 Penalty: 831.839844
	Iteration 14Q: 3 clusters Score -321682 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -321694.125000 Penalty: 831.839844
	Iteration 15Q: 3 clusters Score -321694.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -321701.843750 Penalty: 831.839844
	Iteration 16Q: 3 clusters Score -321701.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -321708.968750 Penalty: 831.839844
	Iteration 17Q: 3 clusters Score -321709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -321714.687500 Penalty: 831.839844
	Iteration 18Q: 3 clusters Score -321714.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -321720.687500 Penalty: 831.839844
	Iteration 19Q: 3 clusters Score -321720.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -321723.093750 Penalty: 831.839844
	Iteration 20F: 3 clusters Score -321723.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -321723.656250 Penalty: 831.839844
	Iteration 21Q: 3 clusters Score -321723.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -321726.000000 Penalty: 831.839844
	Iteration 22Q: 3 clusters Score -321726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -321726.906250 Penalty: 831.839844
	Iteration 23Q: 3 clusters Score -321726.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -321728.500000 Penalty: 831.839844
	Iteration 24Q: 3 clusters Score -321728.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -321729.906250 Penalty: 831.839844
	Iteration 25Q: 3 clusters Score -321729.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -321731.156250 Penalty: 831.839844
	Iteration 26Q: 3 clusters Score -321731.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -321730.875000 Penalty: 831.839844
	Iteration 27Q: 3 clusters Score -321730.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -321730.406250 Penalty: 831.839844
	Iteration 28Q: 3 clusters Score -321730.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -321730.750000 Penalty: 831.839844
	Iteration 29Q: 3 clusters Score -321730.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -321730.750000 Penalty: 831.839844
	Iteration 30F: 3 clusters Score -321730.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 469897 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 488709 members 
Mstep: Class 6 contains 6960 members 
Mstep: Class 7 contains 8068 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 3017 members 
Mstep: Class 10 contains 106241 members 
Mstep: Class 11 contains 29693 members 
Mstep: Class 12 contains 25196 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 14 contains 13073 members 
Mstep: Class 15 contains 12938 members 
Mstep: Class 16 contains 13900 members 
Mstep: Class 17 contains 114044 members 
Mstep: Class 18 contains 3185 members 
Mstep: Class 19 contains 14444 members 
Mstep: Class 20 contains 24620 members 
Mstep: Class 21 contains 19538 members 
Mstep: Class 22 contains 14389 members 
Mstep: Class 23 contains 3764 members 
Mstep: Class 24 contains 1314 members 
Entering Unmasked Estep 
Score: -50298064.000000 Penalty: 15444.558594
Splitting cluster 3 changes total score from -50297216.000000 to -50298064.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 4 (1539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Entering Unmasked Estep 
Score: -51988.410156 Penalty: 333.919403
	Iteration 0F: 2 clusters Score -51988.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -50863.609375 Penalty: 667.838806
	Iteration 0F: 3 clusters Score -50863.61 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -51279.542969 Penalty: 667.838806
	Iteration 1F: 3 clusters Score -51279.54 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -51475.292969 Penalty: 667.838806
	Iteration 2F: 3 clusters Score -51475.29 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -51659.921875 Penalty: 667.838806
	Iteration 3F: 3 clusters Score -51659.92 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -51779.429688 Penalty: 667.838806
	Iteration 4F: 3 clusters Score -51779.43 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -51858.886719 Penalty: 667.838806
	Iteration 5F: 3 clusters Score -51858.89 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -51910.582031 Penalty: 667.838806
	Iteration 6Q: 3 clusters Score -51910.58 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -51935.183594 Penalty: 667.838806
	Iteration 7Q: 3 clusters Score -51935.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -51951.253906 Penalty: 667.838806
	Iteration 8Q: 3 clusters Score -51951.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -51958.988281 Penalty: 667.838806
	Iteration 9Q: 3 clusters Score -51958.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -51967.347656 Penalty: 667.838806
	Iteration 10Q: 3 clusters Score -51967.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -51975.933594 Penalty: 667.838806
	Iteration 11Q: 3 clusters Score -51975.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -51984.093750 Penalty: 667.838806
	Iteration 12Q: 3 clusters Score -51984.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -51988.800781 Penalty: 667.838806
	Iteration 13Q: 3 clusters Score -51988.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -51991.246094 Penalty: 667.838806
	Iteration 14Q: 3 clusters Score -51991.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -51993.035156 Penalty: 667.838806
	Iteration 15Q: 3 clusters Score -51993.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -51994.914062 Penalty: 667.838806
	Iteration 16Q: 3 clusters Score -51994.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -51996.023438 Penalty: 667.838806
	Iteration 17Q: 3 clusters Score -51996.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -51996.644531 Penalty: 667.838806
	Iteration 18Q: 3 clusters Score -51996.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -51996.937500 Penalty: 667.838806
	Iteration 19Q: 3 clusters Score -51996.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -51996.937500 Penalty: 667.838806
	Iteration 20F: 3 clusters Score -51996.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 469897 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 488709 members 
Mstep: Class 6 contains 6960 members 
Mstep: Class 7 contains 8068 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 3017 members 
Mstep: Class 10 contains 106241 members 
Mstep: Class 11 contains 29693 members 
Mstep: Class 12 contains 25196 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 14 contains 13073 members 
Mstep: Class 15 contains 12938 members 
Mstep: Class 16 contains 13900 members 
Mstep: Class 17 contains 114044 members 
Mstep: Class 18 contains 3185 members 
Mstep: Class 19 contains 14444 members 
Mstep: Class 20 contains 24620 members 
Mstep: Class 21 contains 19538 members 
Mstep: Class 22 contains 14389 members 
Mstep: Class 23 contains 3764 members 
Mstep: Class 24 contains 1314 members 
Mstep: Class 25 contains 862 members 
Entering Unmasked Estep 
Score: -50297800.000000 Penalty: 16088.082031
Splitting cluster 4 changes total score from -50297216.000000 to -50297800.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 5 (488709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488709 members 
Entering Unmasked Estep 
Score: -18689334.000000 Penalty: 596.028259
	Iteration 0F: 2 clusters Score -1.868933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244972 members 
Mstep: Class 2 contains 243737 members 
Entering Unmasked Estep 
Score: -18361670.000000 Penalty: 1192.056519
	Iteration 0F: 3 clusters Score -1.836167e+07 nChanged 241773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275463 members 
Mstep: Class 2 contains 213246 members 
Entering Unmasked Estep 
Score: -18511062.000000 Penalty: 1192.056519
	Iteration 1F: 3 clusters Score -1.851106e+07 nChanged 21499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294930 members 
Mstep: Class 2 contains 193779 members 
Entering Unmasked Estep 
Score: -18519984.000000 Penalty: 1192.056519
	Iteration 2Q: 3 clusters Score -1.851998e+07 nChanged 31484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325884 members 
Mstep: Class 2 contains 162825 members 
Entering Unmasked Estep 
Score: -18539208.000000 Penalty: 1192.056519
	Iteration 3F: 3 clusters Score -1.853921e+07 nChanged 45482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371264 members 
Mstep: Class 2 contains 117445 members 
Entering Unmasked Estep 
Score: -18576332.000000 Penalty: 1192.056519
	Iteration 4F: 3 clusters Score -1.857633e+07 nChanged 53330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424590 members 
Mstep: Class 2 contains 64119 members 
Entering Unmasked Estep 
Score: -18627160.000000 Penalty: 1192.056519
	Iteration 5F: 3 clusters Score -1.862716e+07 nChanged 40643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465233 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -18667022.000000 Penalty: 1192.056519
	Iteration 6F: 3 clusters Score -1.866702e+07 nChanged 17519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482752 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -18683592.000000 Penalty: 1192.056519
	Iteration 7Q: 3 clusters Score -1.868359e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487311 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -18687684.000000 Penalty: 1192.056519
	Iteration 8Q: 3 clusters Score -1.868768e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488268 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -18688438.000000 Penalty: 1192.056519
	Iteration 9Q: 3 clusters Score -1.868844e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488511 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18688636.000000 Penalty: 1192.056519
	Iteration 10Q: 3 clusters Score -1.868864e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488584 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18688732.000000 Penalty: 1192.056519
	Iteration 11Q: 3 clusters Score -1.868873e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488610 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18688786.000000 Penalty: 1192.056519
	Iteration 12Q: 3 clusters Score -1.868879e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488620 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18688822.000000 Penalty: 1192.056519
	Iteration 13Q: 3 clusters Score -1.868882e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488626 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18688852.000000 Penalty: 1192.056519
	Iteration 14Q: 3 clusters Score -1.868885e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488623 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18688852.000000 Penalty: 1192.056519
	Iteration 15Q: 3 clusters Score -1.868885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488626 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18688866.000000 Penalty: 1192.056519
	Iteration 16Q: 3 clusters Score -1.868887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488627 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -18688880.000000 Penalty: 1192.056519
	Iteration 17Q: 3 clusters Score -1.868888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488628 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18688880.000000 Penalty: 1192.056519
	Iteration 18Q: 3 clusters Score -1.868888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488627 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -18688880.000000 Penalty: 1192.056519
	Iteration 19Q: 3 clusters Score -1.868888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488626 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18688866.000000 Penalty: 1192.056519
	Iteration 20F: 3 clusters Score -1.868887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488625 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18688866.000000 Penalty: 1192.056519
	Iteration 21Q: 3 clusters Score -1.868887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488625 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18688866.000000 Penalty: 1192.056519
	Iteration 22F: 3 clusters Score -1.868887e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Entering Unmasked Estep 
Score: -255529.703125 Penalty: 402.581024
	Iteration 0F: 2 clusters Score -255529.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -250810.375000 Penalty: 805.162048
	Iteration 0F: 3 clusters Score -250810.4 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -252806.937500 Penalty: 805.162048
	Iteration 1F: 3 clusters Score -252806.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -253214.718750 Penalty: 805.162048
	Iteration 2F: 3 clusters Score -253214.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -253631.515625 Penalty: 805.162048
	Iteration 3F: 3 clusters Score -253631.5 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -254172.609375 Penalty: 805.162048
	Iteration 4F: 3 clusters Score -254172.6 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -254718.718750 Penalty: 805.162048
	Iteration 5F: 3 clusters Score -254718.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -255064.468750 Penalty: 805.162048
	Iteration 6F: 3 clusters Score -255064.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -255213.640625 Penalty: 805.162048
	Iteration 7Q: 3 clusters Score -255213.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -255278.812500 Penalty: 805.162048
	Iteration 8Q: 3 clusters Score -255278.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -255320.812500 Penalty: 805.162048
	Iteration 9Q: 3 clusters Score -255320.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -255354.656250 Penalty: 805.162048
	Iteration 10Q: 3 clusters Score -255354.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -255393.656250 Penalty: 805.162048
	Iteration 11Q: 3 clusters Score -255393.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -255425.046875 Penalty: 805.162048
	Iteration 12Q: 3 clusters Score -255425 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -255447.468750 Penalty: 805.162048
	Iteration 13Q: 3 clusters Score -255447.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -255471.906250 Penalty: 805.162048
	Iteration 14Q: 3 clusters Score -255471.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -255494.000000 Penalty: 805.162048
	Iteration 15Q: 3 clusters Score -255494 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -255511.546875 Penalty: 805.162048
	Iteration 16Q: 3 clusters Score -255511.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -255525.687500 Penalty: 805.162048
	Iteration 17Q: 3 clusters Score -255525.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -255535.156250 Penalty: 805.162048
	Iteration 18Q: 3 clusters Score -255535.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -255544.343750 Penalty: 805.162048
	Iteration 19Q: 3 clusters Score -255544.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -255553.531250 Penalty: 805.162048
	Iteration 20F: 3 clusters Score -255553.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -255559.203125 Penalty: 805.162048
	Iteration 21Q: 3 clusters Score -255559.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -255563.734375 Penalty: 805.162048
	Iteration 22Q: 3 clusters Score -255563.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -255568.343750 Penalty: 805.162048
	Iteration 23Q: 3 clusters Score -255568.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -255573.156250 Penalty: 805.162048
	Iteration 24Q: 3 clusters Score -255573.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -255576.687500 Penalty: 805.162048
	Iteration 25Q: 3 clusters Score -255576.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -255579.609375 Penalty: 805.162048
	Iteration 26Q: 3 clusters Score -255579.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -255581.281250 Penalty: 805.162048
	Iteration 27Q: 3 clusters Score -255581.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -255583.546875 Penalty: 805.162048
	Iteration 28Q: 3 clusters Score -255583.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -255587.171875 Penalty: 805.162048
	Iteration 29Q: 3 clusters Score -255587.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -255590.531250 Penalty: 805.162048
	Iteration 30Q: 3 clusters Score -255590.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -255592.046875 Penalty: 805.162048
	Iteration 31Q: 3 clusters Score -255592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -255594.078125 Penalty: 805.162048
	Iteration 32Q: 3 clusters Score -255594.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -255594.171875 Penalty: 805.162048
	Iteration 33Q: 3 clusters Score -255594.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -255595.234375 Penalty: 805.162048
	Iteration 34Q: 3 clusters Score -255595.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -255596.187500 Penalty: 805.162048
	Iteration 35Q: 3 clusters Score -255596.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -255597.343750 Penalty: 805.162048
	Iteration 36Q: 3 clusters Score -255597.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -255598.187500 Penalty: 805.162048
	Iteration 37Q: 3 clusters Score -255598.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -255598.859375 Penalty: 805.162048
	Iteration 38Q: 3 clusters Score -255598.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -255599.703125 Penalty: 805.162048
	Iteration 39Q: 3 clusters Score -255599.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -255599.984375 Penalty: 805.162048
	Iteration 40F: 3 clusters Score -255600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -255599.796875 Penalty: 805.162048
	Iteration 41Q: 3 clusters Score -255599.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -255599.796875 Penalty: 805.162048
	Iteration 42F: 3 clusters Score -255599.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 469897 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 488709 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 8068 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 3017 members 
Mstep: Class 10 contains 106241 members 
Mstep: Class 11 contains 29693 members 
Mstep: Class 12 contains 25196 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 14 contains 13073 members 
Mstep: Class 15 contains 12938 members 
Mstep: Class 16 contains 13900 members 
Mstep: Class 17 contains 114044 members 
Mstep: Class 18 contains 3185 members 
Mstep: Class 19 contains 14444 members 
Mstep: Class 20 contains 24620 members 
Mstep: Class 21 contains 19538 members 
Mstep: Class 22 contains 14389 members 
Mstep: Class 23 contains 3764 members 
Mstep: Class 24 contains 1314 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 6139 members 
Entering Unmasked Estep 
Score: -50297608.000000 Penalty: 16731.605469
Splitting cluster 6 changes total score from -50297216.000000 to -50297608.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -296962.125000 Penalty: 409.302551
	Iteration 0F: 2 clusters Score -296962.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -291568.906250 Penalty: 818.605103
	Iteration 0F: 3 clusters Score -291568.9 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -293990.093750 Penalty: 818.605103
	Iteration 1F: 3 clusters Score -293990.1 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -294406.500000 Penalty: 818.605103
	Iteration 2F: 3 clusters Score -294406.5 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -294826.906250 Penalty: 818.605103
	Iteration 3F: 3 clusters Score -294826.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -295255.375000 Penalty: 818.605103
	Iteration 4F: 3 clusters Score -295255.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -295591.750000 Penalty: 818.605103
	Iteration 5F: 3 clusters Score -295591.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -295828.437500 Penalty: 818.605103
	Iteration 6Q: 3 clusters Score -295828.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -296030.937500 Penalty: 818.605103
	Iteration 7Q: 3 clusters Score -296030.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -296159.031250 Penalty: 818.605103
	Iteration 8Q: 3 clusters Score -296159 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -296234.625000 Penalty: 818.605103
	Iteration 9Q: 3 clusters Score -296234.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -296289.812500 Penalty: 818.605103
	Iteration 10Q: 3 clusters Score -296289.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -296319.468750 Penalty: 818.605103
	Iteration 11Q: 3 clusters Score -296319.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -296357.656250 Penalty: 818.605103
	Iteration 12Q: 3 clusters Score -296357.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -296393.218750 Penalty: 818.605103
	Iteration 13Q: 3 clusters Score -296393.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -296426.718750 Penalty: 818.605103
	Iteration 14Q: 3 clusters Score -296426.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -296454.656250 Penalty: 818.605103
	Iteration 15Q: 3 clusters Score -296454.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -296479.406250 Penalty: 818.605103
	Iteration 16Q: 3 clusters Score -296479.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -296498.906250 Penalty: 818.605103
	Iteration 17Q: 3 clusters Score -296498.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -296512.375000 Penalty: 818.605103
	Iteration 18Q: 3 clusters Score -296512.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -296522.812500 Penalty: 818.605103
	Iteration 19Q: 3 clusters Score -296522.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -296528.562500 Penalty: 818.605103
	Iteration 20F: 3 clusters Score -296528.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -296543.250000 Penalty: 818.605103
	Iteration 21Q: 3 clusters Score -296543.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -296566.750000 Penalty: 818.605103
	Iteration 22Q: 3 clusters Score -296566.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -296582.062500 Penalty: 818.605103
	Iteration 23Q: 3 clusters Score -296582.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -296602.312500 Penalty: 818.605103
	Iteration 24Q: 3 clusters Score -296602.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -296611.187500 Penalty: 818.605103
	Iteration 25Q: 3 clusters Score -296611.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -296617.312500 Penalty: 818.605103
	Iteration 26Q: 3 clusters Score -296617.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -296624.781250 Penalty: 818.605103
	Iteration 27Q: 3 clusters Score -296624.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -296630.343750 Penalty: 818.605103
	Iteration 28Q: 3 clusters Score -296630.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -296635.437500 Penalty: 818.605103
	Iteration 29Q: 3 clusters Score -296635.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -296637.781250 Penalty: 818.605103
	Iteration 30Q: 3 clusters Score -296637.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -296639.468750 Penalty: 818.605103
	Iteration 31Q: 3 clusters Score -296639.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -296641.031250 Penalty: 818.605103
	Iteration 32Q: 3 clusters Score -296641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -296641.062500 Penalty: 818.605103
	Iteration 33Q: 3 clusters Score -296641.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -296641.062500 Penalty: 818.605103
	Iteration 34F: 3 clusters Score -296641.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -26914.035156 Penalty: 287.348785
	Iteration 0F: 2 clusters Score -26914.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -26387.435547 Penalty: 574.697571
	Iteration 0F: 3 clusters Score -26387.44 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -26505.021484 Penalty: 574.697571
	Iteration 1F: 3 clusters Score -26505.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -26533.738281 Penalty: 574.697571
	Iteration 2F: 3 clusters Score -26533.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -26549.285156 Penalty: 574.697571
	Iteration 3Q: 3 clusters Score -26549.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -26555.945312 Penalty: 574.697571
	Iteration 4Q: 3 clusters Score -26555.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -26559.318359 Penalty: 574.697571
	Iteration 5Q: 3 clusters Score -26559.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -26563.103516 Penalty: 574.697571
	Iteration 6Q: 3 clusters Score -26563.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -26565.435547 Penalty: 574.697571
	Iteration 7Q: 3 clusters Score -26565.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -26566.843750 Penalty: 574.697571
	Iteration 8Q: 3 clusters Score -26566.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -26567.728516 Penalty: 574.697571
	Iteration 9Q: 3 clusters Score -26567.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -26568.240234 Penalty: 574.697571
	Iteration 10Q: 3 clusters Score -26568.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -26569.396484 Penalty: 574.697571
	Iteration 11Q: 3 clusters Score -26569.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -26571.437500 Penalty: 574.697571
	Iteration 12Q: 3 clusters Score -26571.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -26573.943359 Penalty: 574.697571
	Iteration 13Q: 3 clusters Score -26573.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -26575.734375 Penalty: 574.697571
	Iteration 14Q: 3 clusters Score -26575.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -26576.222656 Penalty: 574.697571
	Iteration 15Q: 3 clusters Score -26576.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -26577.169922 Penalty: 574.697571
	Iteration 16Q: 3 clusters Score -26577.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -26577.480469 Penalty: 574.697571
	Iteration 17Q: 3 clusters Score -26577.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -26578.015625 Penalty: 574.697571
	Iteration 18Q: 3 clusters Score -26578.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -26578.554688 Penalty: 574.697571
	Iteration 19Q: 3 clusters Score -26578.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -26578.804688 Penalty: 574.697571
	Iteration 20F: 3 clusters Score -26578.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Entering Unmasked Estep 
Score: -82040.976562 Penalty: 364.546814
	Iteration 0F: 2 clusters Score -82040.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -79945.015625 Penalty: 729.093628
	Iteration 0F: 3 clusters Score -79945.02 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -80921.906250 Penalty: 729.093628
	Iteration 1F: 3 clusters Score -80921.91 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -81239.140625 Penalty: 729.093628
	Iteration 2F: 3 clusters Score -81239.14 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -81602.203125 Penalty: 729.093628
	Iteration 3F: 3 clusters Score -81602.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -81977.390625 Penalty: 729.093628
	Iteration 4F: 3 clusters Score -81977.39 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -82217.429688 Penalty: 729.093628
	Iteration 5F: 3 clusters Score -82217.43 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -82279.953125 Penalty: 729.093628
	Iteration 6Q: 3 clusters Score -82279.95 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -82300.726562 Penalty: 729.093628
	Iteration 7Q: 3 clusters Score -82300.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -82313.453125 Penalty: 729.093628
	Iteration 8Q: 3 clusters Score -82313.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -82322.937500 Penalty: 729.093628
	Iteration 9Q: 3 clusters Score -82322.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -82331.351562 Penalty: 729.093628
	Iteration 10Q: 3 clusters Score -82331.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -82335.718750 Penalty: 729.093628
	Iteration 11Q: 3 clusters Score -82335.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -82337.617188 Penalty: 729.093628
	Iteration 12Q: 3 clusters Score -82337.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -82339.906250 Penalty: 729.093628
	Iteration 13Q: 3 clusters Score -82339.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -82341.515625 Penalty: 729.093628
	Iteration 14Q: 3 clusters Score -82341.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -82342.492188 Penalty: 729.093628
	Iteration 15Q: 3 clusters Score -82342.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -82342.992188 Penalty: 729.093628
	Iteration 16Q: 3 clusters Score -82342.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -82343.570312 Penalty: 729.093628
	Iteration 17Q: 3 clusters Score -82343.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -82343.781250 Penalty: 729.093628
	Iteration 18Q: 3 clusters Score -82343.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -82344.039062 Penalty: 729.093628
	Iteration 19Q: 3 clusters Score -82344.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -82345.023438 Penalty: 729.093628
	Iteration 20F: 3 clusters Score -82345.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -82348.453125 Penalty: 729.093628
	Iteration 21Q: 3 clusters Score -82348.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -82352.648438 Penalty: 729.093628
	Iteration 22Q: 3 clusters Score -82352.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -82358.664062 Penalty: 729.093628
	Iteration 23Q: 3 clusters Score -82358.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -82366.828125 Penalty: 729.093628
	Iteration 24Q: 3 clusters Score -82366.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -82373.882812 Penalty: 729.093628
	Iteration 25Q: 3 clusters Score -82373.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -82392.414062 Penalty: 729.093628
	Iteration 26Q: 3 clusters Score -82392.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -82409.906250 Penalty: 729.093628
	Iteration 27Q: 3 clusters Score -82409.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -82421.835938 Penalty: 729.093628
	Iteration 28Q: 3 clusters Score -82421.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -82430.921875 Penalty: 729.093628
	Iteration 29Q: 3 clusters Score -82430.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -82437.007812 Penalty: 729.093628
	Iteration 30Q: 3 clusters Score -82437.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -82441.601562 Penalty: 729.093628
	Iteration 31Q: 3 clusters Score -82441.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -82443.750000 Penalty: 729.093628
	Iteration 32Q: 3 clusters Score -82443.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -82445.250000 Penalty: 729.093628
	Iteration 33Q: 3 clusters Score -82445.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -82446.101562 Penalty: 729.093628
	Iteration 34Q: 3 clusters Score -82446.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -82446.687500 Penalty: 729.093628
	Iteration 35Q: 3 clusters Score -82446.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -82447.148438 Penalty: 729.093628
	Iteration 36Q: 3 clusters Score -82447.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -82448.703125 Penalty: 729.093628
	Iteration 37Q: 3 clusters Score -82448.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -82453.039062 Penalty: 729.093628
	Iteration 38Q: 3 clusters Score -82453.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -82455.484375 Penalty: 729.093628
	Iteration 39Q: 3 clusters Score -82455.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -82457.695312 Penalty: 729.093628
	Iteration 40F: 3 clusters Score -82457.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -82459.453125 Penalty: 729.093628
	Iteration 41Q: 3 clusters Score -82459.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -82460.398438 Penalty: 729.093628
	Iteration 42Q: 3 clusters Score -82460.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -82461.000000 Penalty: 729.093628
	Iteration 43Q: 3 clusters Score -82461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -82461.304688 Penalty: 729.093628
	Iteration 44Q: 3 clusters Score -82461.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -82461.992188 Penalty: 729.093628
	Iteration 45Q: 3 clusters Score -82461.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -82462.203125 Penalty: 729.093628
	Iteration 46Q: 3 clusters Score -82462.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -82462.578125 Penalty: 729.093628
	Iteration 47Q: 3 clusters Score -82462.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -82462.695312 Penalty: 729.093628
	Iteration 48Q: 3 clusters Score -82462.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -82462.796875 Penalty: 729.093628
	Iteration 49Q: 3 clusters Score -82462.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -82463.781250 Penalty: 729.093628
	Iteration 50Q: 3 clusters Score -82463.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -82464.648438 Penalty: 729.093628
	Iteration 51Q: 3 clusters Score -82464.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -82464.710938 Penalty: 729.093628
	Iteration 52Q: 3 clusters Score -82464.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -82464.718750 Penalty: 729.093628
	Iteration 53Q: 3 clusters Score -82464.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -82464.726562 Penalty: 729.093628
	Iteration 54Q: 3 clusters Score -82464.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -82464.726562 Penalty: 729.093628
	Iteration 55F: 3 clusters Score -82464.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 469897 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 488709 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 8068 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 106241 members 
Mstep: Class 11 contains 29693 members 
Mstep: Class 12 contains 25196 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 14 contains 13073 members 
Mstep: Class 15 contains 12938 members 
Mstep: Class 16 contains 13900 members 
Mstep: Class 17 contains 114044 members 
Mstep: Class 18 contains 3185 members 
Mstep: Class 19 contains 14444 members 
Mstep: Class 20 contains 24620 members 
Mstep: Class 21 contains 19538 members 
Mstep: Class 22 contains 14389 members 
Mstep: Class 23 contains 3764 members 
Mstep: Class 24 contains 1314 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 6139 members 
Mstep: Class 27 contains 438 members 
Entering Unmasked Estep 
Score: -50297740.000000 Penalty: 17375.128906
Splitting cluster 9 changes total score from -50297216.000000 to -50297740.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (106241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106241 members 
Entering Unmasked Estep 
Score: -4024770.500000 Penalty: 526.592651
	Iteration 0F: 2 clusters Score -4024770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53159 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
Score: -3953205.000000 Penalty: 1053.185303
	Iteration 0F: 3 clusters Score -3953205 nChanged 51983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 52963 members 
Entering Unmasked Estep 
Score: -3984327.500000 Penalty: 1053.185303
	Iteration 1F: 3 clusters Score -3984328 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53136 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -3986041.500000 Penalty: 1053.185303
	Iteration 2Q: 3 clusters Score -3986042 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -3988575.500000 Penalty: 1053.185303
	Iteration 3F: 3 clusters Score -3988576 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51431 members 
Mstep: Class 2 contains 54810 members 
Entering Unmasked Estep 
Score: -3991809.000000 Penalty: 1053.185303
	Iteration 4F: 3 clusters Score -3991809 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 56554 members 
Entering Unmasked Estep 
Score: -3995522.250000 Penalty: 1053.185303
	Iteration 5F: 3 clusters Score -3995522 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 58707 members 
Entering Unmasked Estep 
Score: -3999666.250000 Penalty: 1053.185303
	Iteration 6F: 3 clusters Score -3999666 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 60990 members 
Entering Unmasked Estep 
Score: -4003718.000000 Penalty: 1053.185303
	Iteration 7F: 3 clusters Score -4003718 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 63031 members 
Entering Unmasked Estep 
Score: -4007046.250000 Penalty: 1053.185303
	Iteration 8F: 3 clusters Score -4007046 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 64896 members 
Entering Unmasked Estep 
Score: -4009346.500000 Penalty: 1053.185303
	Iteration 9Q: 3 clusters Score -4009346 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 66719 members 
Entering Unmasked Estep 
Score: -4010814.500000 Penalty: 1053.185303
	Iteration 10Q: 3 clusters Score -4010814 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 68630 members 
Entering Unmasked Estep 
Score: -4011850.250000 Penalty: 1053.185303
	Iteration 11Q: 3 clusters Score -4011850 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 70576 members 
Entering Unmasked Estep 
Score: -4012625.500000 Penalty: 1053.185303
	Iteration 12Q: 3 clusters Score -4012626 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 72542 members 
Entering Unmasked Estep 
Score: -4013298.000000 Penalty: 1053.185303
	Iteration 13Q: 3 clusters Score -4013298 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 74563 members 
Entering Unmasked Estep 
Score: -4014003.250000 Penalty: 1053.185303
	Iteration 14Q: 3 clusters Score -4014003 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 76543 members 
Entering Unmasked Estep 
Score: -4014630.250000 Penalty: 1053.185303
	Iteration 15Q: 3 clusters Score -4014630 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 78583 members 
Entering Unmasked Estep 
Score: -4015294.000000 Penalty: 1053.185303
	Iteration 16Q: 3 clusters Score -4015294 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 80685 members 
Entering Unmasked Estep 
Score: -4016051.750000 Penalty: 1053.185303
	Iteration 17Q: 3 clusters Score -4016052 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 82832 members 
Entering Unmasked Estep 
Score: -4016788.750000 Penalty: 1053.185303
	Iteration 18Q: 3 clusters Score -4016789 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 84984 members 
Entering Unmasked Estep 
Score: -4017613.000000 Penalty: 1053.185303
	Iteration 19Q: 3 clusters Score -4017613 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 87107 members 
Entering Unmasked Estep 
Score: -4018443.000000 Penalty: 1053.185303
	Iteration 20F: 3 clusters Score -4018443 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 89134 members 
Entering Unmasked Estep 
Score: -4019239.750000 Penalty: 1053.185303
	Iteration 21Q: 3 clusters Score -4019240 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 90998 members 
Entering Unmasked Estep 
Score: -4019915.250000 Penalty: 1053.185303
	Iteration 22Q: 3 clusters Score -4019915 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 92731 members 
Entering Unmasked Estep 
Score: -4020541.250000 Penalty: 1053.185303
	Iteration 23Q: 3 clusters Score -4020541 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 94329 members 
Entering Unmasked Estep 
Score: -4021145.750000 Penalty: 1053.185303
	Iteration 24Q: 3 clusters Score -4021146 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 95764 members 
Entering Unmasked Estep 
Score: -4021630.250000 Penalty: 1053.185303
	Iteration 25Q: 3 clusters Score -4021630 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 97017 members 
Entering Unmasked Estep 
Score: -4022099.500000 Penalty: 1053.185303
	Iteration 26Q: 3 clusters Score -4022100 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 98148 members 
Entering Unmasked Estep 
Score: -4022502.250000 Penalty: 1053.185303
	Iteration 27Q: 3 clusters Score -4022502 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 99140 members 
Entering Unmasked Estep 
Score: -4022850.500000 Penalty: 1053.185303
	Iteration 28Q: 3 clusters Score -4022850 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 100048 members 
Entering Unmasked Estep 
Score: -4023184.250000 Penalty: 1053.185303
	Iteration 29Q: 3 clusters Score -4023184 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 100840 members 
Entering Unmasked Estep 
Score: -4023459.000000 Penalty: 1053.185303
	Iteration 30Q: 3 clusters Score -4023459 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 101561 members 
Entering Unmasked Estep 
Score: -4023726.500000 Penalty: 1053.185303
	Iteration 31Q: 3 clusters Score -4023726 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 102192 members 
Entering Unmasked Estep 
Score: -4023949.500000 Penalty: 1053.185303
	Iteration 32Q: 3 clusters Score -4023950 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 102717 members 
Entering Unmasked Estep 
Score: -4024146.000000 Penalty: 1053.185303
	Iteration 33Q: 3 clusters Score -4024146 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 103136 members 
Entering Unmasked Estep 
Score: -4024289.750000 Penalty: 1053.185303
	Iteration 34Q: 3 clusters Score -4024290 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 103480 members 
Entering Unmasked Estep 
Score: -4024399.500000 Penalty: 1053.185303
	Iteration 35Q: 3 clusters Score -4024400 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 103746 members 
Entering Unmasked Estep 
Score: -4024482.000000 Penalty: 1053.185303
	Iteration 36Q: 3 clusters Score -4024482 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 103947 members 
Entering Unmasked Estep 
Score: -4024565.750000 Penalty: 1053.185303
	Iteration 37Q: 3 clusters Score -4024566 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 104111 members 
Entering Unmasked Estep 
Score: -4024625.750000 Penalty: 1053.185303
	Iteration 38Q: 3 clusters Score -4024626 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 104259 members 
Entering Unmasked Estep 
Score: -4024702.500000 Penalty: 1053.185303
	Iteration 39Q: 3 clusters Score -4024702 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 104363 members 
Entering Unmasked Estep 
Score: -4024747.500000 Penalty: 1053.185303
	Iteration 40F: 3 clusters Score -4024748 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 104457 members 
Entering Unmasked Estep 
Score: -4024797.500000 Penalty: 1053.185303
	Iteration 41Q: 3 clusters Score -4024798 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 104522 members 
Entering Unmasked Estep 
Score: -4024821.250000 Penalty: 1053.185303
	Iteration 42Q: 3 clusters Score -4024821 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 104567 members 
Entering Unmasked Estep 
Score: -4024826.000000 Penalty: 1053.185303
	Iteration 43Q: 3 clusters Score -4024826 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 104616 members 
Entering Unmasked Estep 
Score: -4024846.000000 Penalty: 1053.185303
	Iteration 44Q: 3 clusters Score -4024846 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 104653 members 
Entering Unmasked Estep 
Score: -4024858.250000 Penalty: 1053.185303
	Iteration 45Q: 3 clusters Score -4024858 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 104682 members 
Entering Unmasked Estep 
Score: -4024858.000000 Penalty: 1053.185303
	Iteration 46Q: 3 clusters Score -4024858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 104701 members 
Entering Unmasked Estep 
Score: -4024868.000000 Penalty: 1053.185303
	Iteration 47Q: 3 clusters Score -4024868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 104713 members 
Entering Unmasked Estep 
Score: -4024866.750000 Penalty: 1053.185303
	Iteration 48Q: 3 clusters Score -4024867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 104723 members 
Entering Unmasked Estep 
Score: -4024865.750000 Penalty: 1053.185303
	Iteration 49Q: 3 clusters Score -4024866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 104724 members 
Entering Unmasked Estep 
Score: -4024868.250000 Penalty: 1053.185303
	Iteration 50Q: 3 clusters Score -4024868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 104726 members 
Entering Unmasked Estep 
Score: -4024874.250000 Penalty: 1053.185303
	Iteration 51Q: 3 clusters Score -4024874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 104726 members 
Entering Unmasked Estep 
Score: -4024875.250000 Penalty: 1053.185303
	Iteration 52Q: 3 clusters Score -4024875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 104727 members 
Entering Unmasked Estep 
Score: -4024874.000000 Penalty: 1053.185303
	Iteration 53Q: 3 clusters Score -4024874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 104728 members 
Entering Unmasked Estep 
Score: -4024872.750000 Penalty: 1053.185303
	Iteration 54Q: 3 clusters Score -4024873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 104729 members 
Entering Unmasked Estep 
Score: -4024872.250000 Penalty: 1053.185303
	Iteration 55Q: 3 clusters Score -4024872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 104729 members 
Entering Unmasked Estep 
Score: -4024872.250000 Penalty: 1053.185303
	Iteration 56F: 3 clusters Score -4024872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 469897 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 488709 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 8068 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 29693 members 
Mstep: Class 12 contains 25196 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 14 contains 13073 members 
Mstep: Class 15 contains 12938 members 
Mstep: Class 16 contains 13900 members 
Mstep: Class 17 contains 114044 members 
Mstep: Class 18 contains 3185 members 
Mstep: Class 19 contains 14444 members 
Mstep: Class 20 contains 24620 members 
Mstep: Class 21 contains 19538 members 
Mstep: Class 22 contains 14389 members 
Mstep: Class 23 contains 3764 members 
Mstep: Class 24 contains 1314 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 6139 members 
Mstep: Class 27 contains 438 members 
Mstep: Class 28 contains 104729 members 
Entering Unmasked Estep 
Score: -50297852.000000 Penalty: 18018.652344
Splitting cluster 10 changes total score from -50297216.000000 to -50297852.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (29693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Entering Unmasked Estep 
Score: -981306.812500 Penalty: 468.589355
	Iteration 0F: 2 clusters Score -981306.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -961433.000000 Penalty: 937.178711
	Iteration 0F: 3 clusters Score -961433 nChanged 14211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -970508.750000 Penalty: 937.178711
	Iteration 1F: 3 clusters Score -970508.8 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -971932.812500 Penalty: 937.178711
	Iteration 2F: 3 clusters Score -971932.8 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -973917.437500 Penalty: 937.178711
	Iteration 3F: 3 clusters Score -973917.4 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -976390.125000 Penalty: 937.178711
	Iteration 4F: 3 clusters Score -976390.1 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -978545.875000 Penalty: 937.178711
	Iteration 5F: 3 clusters Score -978545.9 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -979805.500000 Penalty: 937.178711
	Iteration 6F: 3 clusters Score -979805.5 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -980595.437500 Penalty: 937.178711
	Iteration 7Q: 3 clusters Score -980595.4 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -981326.437500 Penalty: 937.178711
	Iteration 8Q: 3 clusters Score -981326.4 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -982168.562500 Penalty: 937.178711
	Iteration 9Q: 3 clusters Score -982168.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -982738.750000 Penalty: 937.178711
	Iteration 10Q: 3 clusters Score -982738.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -983046.437500 Penalty: 937.178711
	Iteration 11Q: 3 clusters Score -983046.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -983213.312500 Penalty: 937.178711
	Iteration 12Q: 3 clusters Score -983213.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -983345.812500 Penalty: 937.178711
	Iteration 13Q: 3 clusters Score -983345.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -983471.687500 Penalty: 937.178711
	Iteration 14Q: 3 clusters Score -983471.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -983599.750000 Penalty: 937.178711
	Iteration 15Q: 3 clusters Score -983599.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -983711.875000 Penalty: 937.178711
	Iteration 16Q: 3 clusters Score -983711.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -983795.937500 Penalty: 937.178711
	Iteration 17Q: 3 clusters Score -983795.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -983872.187500 Penalty: 937.178711
	Iteration 18Q: 3 clusters Score -983872.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -983917.187500 Penalty: 937.178711
	Iteration 19Q: 3 clusters Score -983917.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -983950.125000 Penalty: 937.178711
	Iteration 20F: 3 clusters Score -983950.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -983968.750000 Penalty: 937.178711
	Iteration 21Q: 3 clusters Score -983968.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -983988.437500 Penalty: 937.178711
	Iteration 22Q: 3 clusters Score -983988.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -983997.000000 Penalty: 937.178711
	Iteration 23Q: 3 clusters Score -983997 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -984004.687500 Penalty: 937.178711
	Iteration 24Q: 3 clusters Score -984004.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -984010.000000 Penalty: 937.178711
	Iteration 25Q: 3 clusters Score -984010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -984013.750000 Penalty: 937.178711
	Iteration 26Q: 3 clusters Score -984013.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -984017.500000 Penalty: 937.178711
	Iteration 27Q: 3 clusters Score -984017.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -984019.375000 Penalty: 937.178711
	Iteration 28Q: 3 clusters Score -984019.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -984022.000000 Penalty: 937.178711
	Iteration 29Q: 3 clusters Score -984022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -984020.625000 Penalty: 937.178711
	Iteration 30Q: 3 clusters Score -984020.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -984022.500000 Penalty: 937.178711
	Iteration 31Q: 3 clusters Score -984022.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -984022.062500 Penalty: 937.178711
	Iteration 32Q: 3 clusters Score -984022.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -984021.625000 Penalty: 937.178711
	Iteration 33Q: 3 clusters Score -984021.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -984022.812500 Penalty: 937.178711
	Iteration 34Q: 3 clusters Score -984022.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -984023.250000 Penalty: 937.178711
	Iteration 35Q: 3 clusters Score -984023.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -984022.750000 Penalty: 937.178711
	Iteration 36Q: 3 clusters Score -984022.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -984023.125000 Penalty: 937.178711
	Iteration 37Q: 3 clusters Score -984023.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -984022.625000 Penalty: 937.178711
	Iteration 38Q: 3 clusters Score -984022.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -984023.562500 Penalty: 937.178711
	Iteration 39Q: 3 clusters Score -984023.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -984023.562500 Penalty: 937.178711
	Iteration 40F: 3 clusters Score -984023.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 469897 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 488709 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 8068 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 25138 members 
Mstep: Class 12 contains 25196 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 14 contains 13073 members 
Mstep: Class 15 contains 12938 members 
Mstep: Class 16 contains 13900 members 
Mstep: Class 17 contains 114044 members 
Mstep: Class 18 contains 3185 members 
Mstep: Class 19 contains 14444 members 
Mstep: Class 20 contains 24620 members 
Mstep: Class 21 contains 19538 members 
Mstep: Class 22 contains 14389 members 
Mstep: Class 23 contains 3764 members 
Mstep: Class 24 contains 1314 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 6139 members 
Mstep: Class 27 contains 438 members 
Mstep: Class 28 contains 104729 members 
Mstep: Class 29 contains 4555 members 
Entering Unmasked Estep 
Score: -50300004.000000 Penalty: 18662.175781
Splitting cluster 11 changes total score from -50297216.000000 to -50300004.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 12 (25196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Entering Unmasked Estep 
Score: -865128.750000 Penalty: 461.117035
	Iteration 0F: 2 clusters Score -865128.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -848420.062500 Penalty: 922.234070
	Iteration 0F: 3 clusters Score -848420.1 nChanged 12035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -855816.312500 Penalty: 922.234070
	Iteration 1F: 3 clusters Score -855816.3 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -856404.062500 Penalty: 922.234070
	Iteration 2F: 3 clusters Score -856404.1 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -857181.812500 Penalty: 922.234070
	Iteration 3F: 3 clusters Score -857181.8 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -858314.000000 Penalty: 922.234070
	Iteration 4F: 3 clusters Score -858314 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -859932.000000 Penalty: 922.234070
	Iteration 5F: 3 clusters Score -859932 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -861930.250000 Penalty: 922.234070
	Iteration 6F: 3 clusters Score -861930.2 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -864602.625000 Penalty: 922.234070
	Iteration 7F: 3 clusters Score -864602.6 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -869524.125000 Penalty: 922.234070
	Iteration 8F: 3 clusters Score -869524.1 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -875417.500000 Penalty: 922.234070
	Iteration 9F: 3 clusters Score -875417.5 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -877246.812500 Penalty: 922.234070
	Iteration 10Q: 3 clusters Score -877246.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -877657.625000 Penalty: 922.234070
	Iteration 11Q: 3 clusters Score -877657.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -877738.687500 Penalty: 922.234070
	Iteration 12Q: 3 clusters Score -877738.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -877753.125000 Penalty: 922.234070
	Iteration 13Q: 3 clusters Score -877753.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -877757.062500 Penalty: 922.234070
	Iteration 14Q: 3 clusters Score -877757.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -877754.687500 Penalty: 922.234070
	Iteration 15Q: 3 clusters Score -877754.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -877754.937500 Penalty: 922.234070
	Iteration 16Q: 3 clusters Score -877754.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -877756.187500 Penalty: 922.234070
	Iteration 17Q: 3 clusters Score -877756.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -877756.187500 Penalty: 922.234070
	Iteration 18F: 3 clusters Score -877756.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 469897 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 488709 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 8068 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 25138 members 
Mstep: Class 12 contains 13435 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 14 contains 13073 members 
Mstep: Class 15 contains 12938 members 
Mstep: Class 16 contains 13900 members 
Mstep: Class 17 contains 114044 members 
Mstep: Class 18 contains 3185 members 
Mstep: Class 19 contains 14444 members 
Mstep: Class 20 contains 24620 members 
Mstep: Class 21 contains 19538 members 
Mstep: Class 22 contains 14389 members 
Mstep: Class 23 contains 3764 members 
Mstep: Class 24 contains 1314 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 6139 members 
Mstep: Class 27 contains 438 members 
Mstep: Class 28 contains 104729 members 
Mstep: Class 29 contains 4555 members 
Mstep: Class 30 contains 11761 members 
Entering Unmasked Estep 
Score: -50312528.000000 Penalty: 19305.699219
Splitting cluster 12 changes total score from -50297216.000000 to -50312528.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (1582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Entering Unmasked Estep 
Score: -62970.945312 Penalty: 335.173248
	Iteration 0F: 2 clusters Score -62970.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -61815.019531 Penalty: 670.346497
	Iteration 0F: 3 clusters Score -61815.02 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -62162.261719 Penalty: 670.346497
	Iteration 1F: 3 clusters Score -62162.26 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -62234.253906 Penalty: 670.346497
	Iteration 2F: 3 clusters Score -62234.25 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -62305.039062 Penalty: 670.346497
	Iteration 3F: 3 clusters Score -62305.04 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -62349.746094 Penalty: 670.346497
	Iteration 4Q: 3 clusters Score -62349.75 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -62385.789062 Penalty: 670.346497
	Iteration 5Q: 3 clusters Score -62385.79 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -62422.632812 Penalty: 670.346497
	Iteration 6Q: 3 clusters Score -62422.63 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -62456.214844 Penalty: 670.346497
	Iteration 7Q: 3 clusters Score -62456.21 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -62495.773438 Penalty: 670.346497
	Iteration 8Q: 3 clusters Score -62495.77 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -62536.031250 Penalty: 670.346497
	Iteration 9Q: 3 clusters Score -62536.03 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -62577.527344 Penalty: 670.346497
	Iteration 10Q: 3 clusters Score -62577.53 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -62610.933594 Penalty: 670.346497
	Iteration 11Q: 3 clusters Score -62610.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -62631.343750 Penalty: 670.346497
	Iteration 12Q: 3 clusters Score -62631.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -62653.839844 Penalty: 670.346497
	Iteration 13Q: 3 clusters Score -62653.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -62679.105469 Penalty: 670.346497
	Iteration 14Q: 3 clusters Score -62679.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -62695.363281 Penalty: 670.346497
	Iteration 15Q: 3 clusters Score -62695.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -62713.500000 Penalty: 670.346497
	Iteration 16Q: 3 clusters Score -62713.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -62719.109375 Penalty: 670.346497
	Iteration 17Q: 3 clusters Score -62719.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -62722.148438 Penalty: 670.346497
	Iteration 18Q: 3 clusters Score -62722.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -62725.089844 Penalty: 670.346497
	Iteration 19Q: 3 clusters Score -62725.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -62726.320312 Penalty: 670.346497
	Iteration 20F: 3 clusters Score -62726.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -62727.605469 Penalty: 670.346497
	Iteration 21Q: 3 clusters Score -62727.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -62730.183594 Penalty: 670.346497
	Iteration 22Q: 3 clusters Score -62730.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -62731.882812 Penalty: 670.346497
	Iteration 23Q: 3 clusters Score -62731.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -62733.964844 Penalty: 670.346497
	Iteration 24Q: 3 clusters Score -62733.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -62734.234375 Penalty: 670.346497
	Iteration 25Q: 3 clusters Score -62734.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -62734.691406 Penalty: 670.346497
	Iteration 26Q: 3 clusters Score -62734.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -62735.597656 Penalty: 670.346497
	Iteration 27Q: 3 clusters Score -62735.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -62736.636719 Penalty: 670.346497
	Iteration 28Q: 3 clusters Score -62736.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -62737.683594 Penalty: 670.346497
	Iteration 29Q: 3 clusters Score -62737.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -62738.859375 Penalty: 670.346497
	Iteration 30Q: 3 clusters Score -62738.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -62740.667969 Penalty: 670.346497
	Iteration 31Q: 3 clusters Score -62740.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -62742.636719 Penalty: 670.346497
	Iteration 32Q: 3 clusters Score -62742.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -62743.609375 Penalty: 670.346497
	Iteration 33Q: 3 clusters Score -62743.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -62743.820312 Penalty: 670.346497
	Iteration 34Q: 3 clusters Score -62743.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -62743.929688 Penalty: 670.346497
	Iteration 35Q: 3 clusters Score -62743.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -62744.218750 Penalty: 670.346497
	Iteration 36Q: 3 clusters Score -62744.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -62745.691406 Penalty: 670.346497
	Iteration 37Q: 3 clusters Score -62745.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62746.351562 Penalty: 670.346497
	Iteration 38Q: 3 clusters Score -62746.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -62746.890625 Penalty: 670.346497
	Iteration 39Q: 3 clusters Score -62746.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62747.429688 Penalty: 670.346497
	Iteration 40F: 3 clusters Score -62747.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -62747.828125 Penalty: 670.346497
	Iteration 41Q: 3 clusters Score -62747.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -62748.050781 Penalty: 670.346497
	Iteration 42Q: 3 clusters Score -62748.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -62748.351562 Penalty: 670.346497
	Iteration 43Q: 3 clusters Score -62748.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -62748.351562 Penalty: 670.346497
	Iteration 44F: 3 clusters Score -62748.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Entering Unmasked Estep 
Score: -483040.906250 Penalty: 431.262817
	Iteration 0F: 2 clusters Score -483040.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -474423.687500 Penalty: 862.525635
	Iteration 0F: 3 clusters Score -474423.7 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -478222.125000 Penalty: 862.525635
	Iteration 1F: 3 clusters Score -478222.1 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -478957.187500 Penalty: 862.525635
	Iteration 2F: 3 clusters Score -478957.2 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -479921.343750 Penalty: 862.525635
	Iteration 3F: 3 clusters Score -479921.3 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -480659.718750 Penalty: 862.525635
	Iteration 4F: 3 clusters Score -480659.7 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -481155.718750 Penalty: 862.525635
	Iteration 5F: 3 clusters Score -481155.7 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -481512.218750 Penalty: 862.525635
	Iteration 6Q: 3 clusters Score -481512.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -481845.718750 Penalty: 862.525635
	Iteration 7Q: 3 clusters Score -481845.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -482212.625000 Penalty: 862.525635
	Iteration 8Q: 3 clusters Score -482212.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -482457.781250 Penalty: 862.525635
	Iteration 9Q: 3 clusters Score -482457.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -482562.718750 Penalty: 862.525635
	Iteration 10Q: 3 clusters Score -482562.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -482631.468750 Penalty: 862.525635
	Iteration 11Q: 3 clusters Score -482631.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -482679.968750 Penalty: 862.525635
	Iteration 12Q: 3 clusters Score -482680 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -482723.250000 Penalty: 862.525635
	Iteration 13Q: 3 clusters Score -482723.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -482760.281250 Penalty: 862.525635
	Iteration 14Q: 3 clusters Score -482760.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -482788.531250 Penalty: 862.525635
	Iteration 15Q: 3 clusters Score -482788.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -482818.500000 Penalty: 862.525635
	Iteration 16Q: 3 clusters Score -482818.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -482850.500000 Penalty: 862.525635
	Iteration 17Q: 3 clusters Score -482850.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -482879.312500 Penalty: 862.525635
	Iteration 18Q: 3 clusters Score -482879.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -482908.343750 Penalty: 862.525635
	Iteration 19Q: 3 clusters Score -482908.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -482934.562500 Penalty: 862.525635
	Iteration 20F: 3 clusters Score -482934.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -482962.312500 Penalty: 862.525635
	Iteration 21Q: 3 clusters Score -482962.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -482986.812500 Penalty: 862.525635
	Iteration 22Q: 3 clusters Score -482986.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -483009.812500 Penalty: 862.525635
	Iteration 23Q: 3 clusters Score -483009.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -483033.125000 Penalty: 862.525635
	Iteration 24Q: 3 clusters Score -483033.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -483054.218750 Penalty: 862.525635
	Iteration 25Q: 3 clusters Score -483054.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -483070.406250 Penalty: 862.525635
	Iteration 26Q: 3 clusters Score -483070.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -483084.500000 Penalty: 862.525635
	Iteration 27Q: 3 clusters Score -483084.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -483097.093750 Penalty: 862.525635
	Iteration 28Q: 3 clusters Score -483097.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -483105.843750 Penalty: 862.525635
	Iteration 29Q: 3 clusters Score -483105.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -483112.375000 Penalty: 862.525635
	Iteration 30Q: 3 clusters Score -483112.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -483116.687500 Penalty: 862.525635
	Iteration 31Q: 3 clusters Score -483116.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -483118.812500 Penalty: 862.525635
	Iteration 32Q: 3 clusters Score -483118.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -483119.406250 Penalty: 862.525635
	Iteration 33Q: 3 clusters Score -483119.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -483120.843750 Penalty: 862.525635
	Iteration 34Q: 3 clusters Score -483120.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -483122.718750 Penalty: 862.525635
	Iteration 35Q: 3 clusters Score -483122.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -483122.625000 Penalty: 862.525635
	Iteration 36Q: 3 clusters Score -483122.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -483123.093750 Penalty: 862.525635
	Iteration 37Q: 3 clusters Score -483123.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -483125.625000 Penalty: 862.525635
	Iteration 38Q: 3 clusters Score -483125.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -483127.625000 Penalty: 862.525635
	Iteration 39Q: 3 clusters Score -483127.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -483128.031250 Penalty: 862.525635
	Iteration 40F: 3 clusters Score -483128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -483129.031250 Penalty: 862.525635
	Iteration 41Q: 3 clusters Score -483129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -483131.187500 Penalty: 862.525635
	Iteration 42Q: 3 clusters Score -483131.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -483131.312500 Penalty: 862.525635
	Iteration 43Q: 3 clusters Score -483131.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -483133.531250 Penalty: 862.525635
	Iteration 44Q: 3 clusters Score -483133.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -483135.968750 Penalty: 862.525635
	Iteration 45Q: 3 clusters Score -483136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -483140.156250 Penalty: 862.525635
	Iteration 46Q: 3 clusters Score -483140.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -483142.968750 Penalty: 862.525635
	Iteration 47Q: 3 clusters Score -483143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -483144.687500 Penalty: 862.525635
	Iteration 48Q: 3 clusters Score -483144.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -483145.281250 Penalty: 862.525635
	Iteration 49Q: 3 clusters Score -483145.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -483146.281250 Penalty: 862.525635
	Iteration 50Q: 3 clusters Score -483146.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -483146.031250 Penalty: 862.525635
	Iteration 51Q: 3 clusters Score -483146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -483146.687500 Penalty: 862.525635
	Iteration 52Q: 3 clusters Score -483146.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -483147.718750 Penalty: 862.525635
	Iteration 53Q: 3 clusters Score -483147.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -483147.468750 Penalty: 862.525635
	Iteration 54Q: 3 clusters Score -483147.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -483147.656250 Penalty: 862.525635
	Iteration 55Q: 3 clusters Score -483147.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -483148.406250 Penalty: 862.525635
	Iteration 56Q: 3 clusters Score -483148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -483147.687500 Penalty: 862.525635
	Iteration 57Q: 3 clusters Score -483147.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -483147.250000 Penalty: 862.525635
	Iteration 58Q: 3 clusters Score -483147.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -483147.625000 Penalty: 862.525635
	Iteration 59Q: 3 clusters Score -483147.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -483147.625000 Penalty: 862.525635
	Iteration 60F: 3 clusters Score -483147.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 469897 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 488709 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 8068 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 25138 members 
Mstep: Class 12 contains 13435 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 14 contains 12463 members 
Mstep: Class 15 contains 12938 members 
Mstep: Class 16 contains 13900 members 
Mstep: Class 17 contains 114044 members 
Mstep: Class 18 contains 3185 members 
Mstep: Class 19 contains 14444 members 
Mstep: Class 20 contains 24620 members 
Mstep: Class 21 contains 19538 members 
Mstep: Class 22 contains 14389 members 
Mstep: Class 23 contains 3764 members 
Mstep: Class 24 contains 1314 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 6139 members 
Mstep: Class 27 contains 438 members 
Mstep: Class 28 contains 104729 members 
Mstep: Class 29 contains 4555 members 
Mstep: Class 30 contains 11761 members 
Mstep: Class 31 contains 610 members 
Entering Unmasked Estep 
Score: -50312412.000000 Penalty: 19949.220703
Splitting cluster 14 changes total score from -50297216.000000 to -50312412.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (12938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Entering Unmasked Estep 
Score: -466487.031250 Penalty: 430.790558
	Iteration 0F: 2 clusters Score -466487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -457855.468750 Penalty: 861.581116
	Iteration 0F: 3 clusters Score -457855.5 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -461547.656250 Penalty: 861.581116
	Iteration 1F: 3 clusters Score -461547.7 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -462092.562500 Penalty: 861.581116
	Iteration 2F: 3 clusters Score -462092.6 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -462884.875000 Penalty: 861.581116
	Iteration 3F: 3 clusters Score -462884.9 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -463744.125000 Penalty: 861.581116
	Iteration 4F: 3 clusters Score -463744.1 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -464472.843750 Penalty: 861.581116
	Iteration 5F: 3 clusters Score -464472.8 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -465071.062500 Penalty: 861.581116
	Iteration 6F: 3 clusters Score -465071.1 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -465500.093750 Penalty: 861.581116
	Iteration 7Q: 3 clusters Score -465500.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -465771.093750 Penalty: 861.581116
	Iteration 8Q: 3 clusters Score -465771.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -465906.250000 Penalty: 861.581116
	Iteration 9Q: 3 clusters Score -465906.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -465960.031250 Penalty: 861.581116
	Iteration 10Q: 3 clusters Score -465960 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -465997.281250 Penalty: 861.581116
	Iteration 11Q: 3 clusters Score -465997.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -466022.843750 Penalty: 861.581116
	Iteration 12Q: 3 clusters Score -466022.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -466039.937500 Penalty: 861.581116
	Iteration 13Q: 3 clusters Score -466039.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -466049.968750 Penalty: 861.581116
	Iteration 14Q: 3 clusters Score -466050 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -466061.500000 Penalty: 861.581116
	Iteration 15Q: 3 clusters Score -466061.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -466069.250000 Penalty: 861.581116
	Iteration 16Q: 3 clusters Score -466069.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -466076.656250 Penalty: 861.581116
	Iteration 17Q: 3 clusters Score -466076.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -466083.781250 Penalty: 861.581116
	Iteration 18Q: 3 clusters Score -466083.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -466088.281250 Penalty: 861.581116
	Iteration 19Q: 3 clusters Score -466088.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -466096.906250 Penalty: 861.581116
	Iteration 20F: 3 clusters Score -466096.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -466101.250000 Penalty: 861.581116
	Iteration 21Q: 3 clusters Score -466101.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -466108.812500 Penalty: 861.581116
	Iteration 22Q: 3 clusters Score -466108.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -466113.031250 Penalty: 861.581116
	Iteration 23Q: 3 clusters Score -466113 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -466121.531250 Penalty: 861.581116
	Iteration 24Q: 3 clusters Score -466121.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -466125.968750 Penalty: 861.581116
	Iteration 25Q: 3 clusters Score -466126 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -466129.687500 Penalty: 861.581116
	Iteration 26Q: 3 clusters Score -466129.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -466131.187500 Penalty: 861.581116
	Iteration 27Q: 3 clusters Score -466131.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -466135.593750 Penalty: 861.581116
	Iteration 28Q: 3 clusters Score -466135.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -466141.062500 Penalty: 861.581116
	Iteration 29Q: 3 clusters Score -466141.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -466146.031250 Penalty: 861.581116
	Iteration 30Q: 3 clusters Score -466146 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -466151.875000 Penalty: 861.581116
	Iteration 31Q: 3 clusters Score -466151.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -466159.406250 Penalty: 861.581116
	Iteration 32Q: 3 clusters Score -466159.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -466167.562500 Penalty: 861.581116
	Iteration 33Q: 3 clusters Score -466167.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -466173.687500 Penalty: 861.581116
	Iteration 34Q: 3 clusters Score -466173.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -466180.968750 Penalty: 861.581116
	Iteration 35Q: 3 clusters Score -466181 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -466190.781250 Penalty: 861.581116
	Iteration 36Q: 3 clusters Score -466190.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -466202.968750 Penalty: 861.581116
	Iteration 37Q: 3 clusters Score -466203 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -466211.718750 Penalty: 861.581116
	Iteration 38Q: 3 clusters Score -466211.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -466219.906250 Penalty: 861.581116
	Iteration 39Q: 3 clusters Score -466219.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -466230.406250 Penalty: 861.581116
	Iteration 40F: 3 clusters Score -466230.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -466238.375000 Penalty: 861.581116
	Iteration 41Q: 3 clusters Score -466238.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -466249.000000 Penalty: 861.581116
	Iteration 42Q: 3 clusters Score -466249 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -466263.250000 Penalty: 861.581116
	Iteration 43Q: 3 clusters Score -466263.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -466287.781250 Penalty: 861.581116
	Iteration 44Q: 3 clusters Score -466287.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -466343.968750 Penalty: 861.581116
	Iteration 45Q: 3 clusters Score -466344 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -466489.656250 Penalty: 861.581116
	Iteration 46Q: 3 clusters Score -466489.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -466609.062500 Penalty: 861.581116
	Iteration 47Q: 3 clusters Score -466609.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -466663.781250 Penalty: 861.581116
	Iteration 48Q: 3 clusters Score -466663.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -466699.562500 Penalty: 861.581116
	Iteration 49Q: 3 clusters Score -466699.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -466719.531250 Penalty: 861.581116
	Iteration 50Q: 3 clusters Score -466719.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -466732.718750 Penalty: 861.581116
	Iteration 51Q: 3 clusters Score -466732.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -466744.906250 Penalty: 861.581116
	Iteration 52Q: 3 clusters Score -466744.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -466752.593750 Penalty: 861.581116
	Iteration 53Q: 3 clusters Score -466752.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -466757.843750 Penalty: 861.581116
	Iteration 54Q: 3 clusters Score -466757.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -466762.812500 Penalty: 861.581116
	Iteration 55Q: 3 clusters Score -466762.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -466766.125000 Penalty: 861.581116
	Iteration 56Q: 3 clusters Score -466766.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -466766.093750 Penalty: 861.581116
	Iteration 57Q: 3 clusters Score -466766.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -466766.656250 Penalty: 861.581116
	Iteration 58Q: 3 clusters Score -466766.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -466766.625000 Penalty: 861.581116
	Iteration 59Q: 3 clusters Score -466766.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -466767.562500 Penalty: 861.581116
	Iteration 60F: 3 clusters Score -466767.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -466768.062500 Penalty: 861.581116
	Iteration 61Q: 3 clusters Score -466768.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -466768.343750 Penalty: 861.581116
	Iteration 62Q: 3 clusters Score -466768.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -466769.500000 Penalty: 861.581116
	Iteration 63Q: 3 clusters Score -466769.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -466769.625000 Penalty: 861.581116
	Iteration 64Q: 3 clusters Score -466769.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -466769.625000 Penalty: 861.581116
	Iteration 65F: 3 clusters Score -466769.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 469897 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 488709 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 8068 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 25138 members 
Mstep: Class 12 contains 13435 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 14 contains 12463 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 13900 members 
Mstep: Class 17 contains 114044 members 
Mstep: Class 18 contains 3185 members 
Mstep: Class 19 contains 14444 members 
Mstep: Class 20 contains 24620 members 
Mstep: Class 21 contains 19538 members 
Mstep: Class 22 contains 14389 members 
Mstep: Class 23 contains 3764 members 
Mstep: Class 24 contains 1314 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 6139 members 
Mstep: Class 27 contains 438 members 
Mstep: Class 28 contains 104729 members 
Mstep: Class 29 contains 4555 members 
Mstep: Class 30 contains 11761 members 
Mstep: Class 31 contains 610 members 
Mstep: Class 32 contains 11747 members 
Entering Unmasked Estep 
Score: -50312404.000000 Penalty: 20592.744141
Splitting cluster 15 changes total score from -50297216.000000 to -50312404.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 16 (13900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Entering Unmasked Estep 
Score: -483655.562500 Penalty: 434.053802
	Iteration 0F: 2 clusters Score -483655.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -474304.156250 Penalty: 868.107605
	Iteration 0F: 3 clusters Score -474304.2 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -478132.937500 Penalty: 868.107605
	Iteration 1F: 3 clusters Score -478132.9 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -478656.687500 Penalty: 868.107605
	Iteration 2F: 3 clusters Score -478656.7 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -479464.281250 Penalty: 868.107605
	Iteration 3F: 3 clusters Score -479464.3 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -480518.781250 Penalty: 868.107605
	Iteration 4F: 3 clusters Score -480518.8 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -481650.281250 Penalty: 868.107605
	Iteration 5F: 3 clusters Score -481650.3 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -482656.125000 Penalty: 868.107605
	Iteration 6F: 3 clusters Score -482656.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -483317.687500 Penalty: 868.107605
	Iteration 7Q: 3 clusters Score -483317.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -483618.812500 Penalty: 868.107605
	Iteration 8Q: 3 clusters Score -483618.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -483765.718750 Penalty: 868.107605
	Iteration 9Q: 3 clusters Score -483765.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -483911.156250 Penalty: 868.107605
	Iteration 10Q: 3 clusters Score -483911.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -484071.031250 Penalty: 868.107605
	Iteration 11Q: 3 clusters Score -484071 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -484206.250000 Penalty: 868.107605
	Iteration 12Q: 3 clusters Score -484206.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -484323.250000 Penalty: 868.107605
	Iteration 13Q: 3 clusters Score -484323.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -484443.656250 Penalty: 868.107605
	Iteration 14Q: 3 clusters Score -484443.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -484578.687500 Penalty: 868.107605
	Iteration 15Q: 3 clusters Score -484578.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -484704.125000 Penalty: 868.107605
	Iteration 16Q: 3 clusters Score -484704.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -484811.375000 Penalty: 868.107605
	Iteration 17Q: 3 clusters Score -484811.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -484897.187500 Penalty: 868.107605
	Iteration 18Q: 3 clusters Score -484897.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -484954.593750 Penalty: 868.107605
	Iteration 19Q: 3 clusters Score -484954.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -484997.437500 Penalty: 868.107605
	Iteration 20F: 3 clusters Score -484997.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -485044.062500 Penalty: 868.107605
	Iteration 21Q: 3 clusters Score -485044.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -485096.437500 Penalty: 868.107605
	Iteration 22Q: 3 clusters Score -485096.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -485148.031250 Penalty: 868.107605
	Iteration 23Q: 3 clusters Score -485148 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -485205.281250 Penalty: 868.107605
	Iteration 24Q: 3 clusters Score -485205.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -485268.468750 Penalty: 868.107605
	Iteration 25Q: 3 clusters Score -485268.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -485326.781250 Penalty: 868.107605
	Iteration 26Q: 3 clusters Score -485326.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -485393.187500 Penalty: 868.107605
	Iteration 27Q: 3 clusters Score -485393.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -485454.718750 Penalty: 868.107605
	Iteration 28Q: 3 clusters Score -485454.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -485498.937500 Penalty: 868.107605
	Iteration 29Q: 3 clusters Score -485498.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -485529.656250 Penalty: 868.107605
	Iteration 30Q: 3 clusters Score -485529.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -485558.781250 Penalty: 868.107605
	Iteration 31Q: 3 clusters Score -485558.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -485580.750000 Penalty: 868.107605
	Iteration 32Q: 3 clusters Score -485580.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -485604.812500 Penalty: 868.107605
	Iteration 33Q: 3 clusters Score -485604.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -485620.156250 Penalty: 868.107605
	Iteration 34Q: 3 clusters Score -485620.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -485638.156250 Penalty: 868.107605
	Iteration 35Q: 3 clusters Score -485638.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -485650.562500 Penalty: 868.107605
	Iteration 36Q: 3 clusters Score -485650.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -485666.062500 Penalty: 868.107605
	Iteration 37Q: 3 clusters Score -485666.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -485678.281250 Penalty: 868.107605
	Iteration 38Q: 3 clusters Score -485678.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -485694.781250 Penalty: 868.107605
	Iteration 39Q: 3 clusters Score -485694.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -485713.718750 Penalty: 868.107605
	Iteration 40F: 3 clusters Score -485713.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -485730.312500 Penalty: 868.107605
	Iteration 41Q: 3 clusters Score -485730.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -485738.843750 Penalty: 868.107605
	Iteration 42Q: 3 clusters Score -485738.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -485743.437500 Penalty: 868.107605
	Iteration 43Q: 3 clusters Score -485743.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -485749.156250 Penalty: 868.107605
	Iteration 44Q: 3 clusters Score -485749.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -485756.625000 Penalty: 868.107605
	Iteration 45Q: 3 clusters Score -485756.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -485760.406250 Penalty: 868.107605
	Iteration 46Q: 3 clusters Score -485760.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -485768.125000 Penalty: 868.107605
	Iteration 47Q: 3 clusters Score -485768.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -485770.531250 Penalty: 868.107605
	Iteration 48Q: 3 clusters Score -485770.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -485774.781250 Penalty: 868.107605
	Iteration 49Q: 3 clusters Score -485774.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -485778.062500 Penalty: 868.107605
	Iteration 50Q: 3 clusters Score -485778.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -485781.781250 Penalty: 868.107605
	Iteration 51Q: 3 clusters Score -485781.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -485786.156250 Penalty: 868.107605
	Iteration 52Q: 3 clusters Score -485786.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -485790.468750 Penalty: 868.107605
	Iteration 53Q: 3 clusters Score -485790.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -485796.031250 Penalty: 868.107605
	Iteration 54Q: 3 clusters Score -485796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -485797.781250 Penalty: 868.107605
	Iteration 55Q: 3 clusters Score -485797.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -485798.531250 Penalty: 868.107605
	Iteration 56Q: 3 clusters Score -485798.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -485802.437500 Penalty: 868.107605
	Iteration 57Q: 3 clusters Score -485802.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -485805.031250 Penalty: 868.107605
	Iteration 58Q: 3 clusters Score -485805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -485808.000000 Penalty: 868.107605
	Iteration 59Q: 3 clusters Score -485808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -485809.281250 Penalty: 868.107605
	Iteration 60F: 3 clusters Score -485809.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -485808.750000 Penalty: 868.107605
	Iteration 61Q: 3 clusters Score -485808.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -485808.906250 Penalty: 868.107605
	Iteration 62Q: 3 clusters Score -485808.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -485811.031250 Penalty: 868.107605
	Iteration 63Q: 3 clusters Score -485811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -485811.093750 Penalty: 868.107605
	Iteration 64Q: 3 clusters Score -485811.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -485810.093750 Penalty: 868.107605
	Iteration 65Q: 3 clusters Score -485810.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -485810.093750 Penalty: 868.107605
	Iteration 66Q: 3 clusters Score -485810.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -485810.062500 Penalty: 868.107605
	Iteration 67Q: 3 clusters Score -485810.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -485810.093750 Penalty: 868.107605
	Iteration 68Q: 3 clusters Score -485810.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -485810.718750 Penalty: 868.107605
	Iteration 69Q: 3 clusters Score -485810.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -485810.906250 Penalty: 868.107605
	Iteration 70Q: 3 clusters Score -485810.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -485811.218750 Penalty: 868.107605
	Iteration 71Q: 3 clusters Score -485811.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -485812.375000 Penalty: 868.107605
	Iteration 72Q: 3 clusters Score -485812.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -485812.281250 Penalty: 868.107605
	Iteration 73Q: 3 clusters Score -485812.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -485812.593750 Penalty: 868.107605
	Iteration 74Q: 3 clusters Score -485812.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -485813.343750 Penalty: 868.107605
	Iteration 75Q: 3 clusters Score -485813.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -485812.156250 Penalty: 868.107605
	Iteration 76Q: 3 clusters Score -485812.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -485813.250000 Penalty: 868.107605
	Iteration 77Q: 3 clusters Score -485813.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -485813.906250 Penalty: 868.107605
	Iteration 78Q: 3 clusters Score -485813.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -485814.343750 Penalty: 868.107605
	Iteration 79Q: 3 clusters Score -485814.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -485814.312500 Penalty: 868.107605
	Iteration 80F: 3 clusters Score -485814.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -485815.125000 Penalty: 868.107605
	Iteration 81Q: 3 clusters Score -485815.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -485814.718750 Penalty: 868.107605
	Iteration 82Q: 3 clusters Score -485814.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -485814.437500 Penalty: 868.107605
	Iteration 83Q: 3 clusters Score -485814.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -485814.625000 Penalty: 868.107605
	Iteration 84Q: 3 clusters Score -485814.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -485814.562500 Penalty: 868.107605
	Iteration 85Q: 3 clusters Score -485814.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -485814.531250 Penalty: 868.107605
	Iteration 86Q: 3 clusters Score -485814.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -485814.531250 Penalty: 868.107605
	Iteration 87F: 3 clusters Score -485814.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 469897 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 488709 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 8068 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 25138 members 
Mstep: Class 12 contains 13435 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 14 contains 12463 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 7500 members 
Mstep: Class 17 contains 114044 members 
Mstep: Class 18 contains 3185 members 
Mstep: Class 19 contains 14444 members 
Mstep: Class 20 contains 24620 members 
Mstep: Class 21 contains 19538 members 
Mstep: Class 22 contains 14389 members 
Mstep: Class 23 contains 3764 members 
Mstep: Class 24 contains 1314 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 6139 members 
Mstep: Class 27 contains 438 members 
Mstep: Class 28 contains 104729 members 
Mstep: Class 29 contains 4555 members 
Mstep: Class 30 contains 11761 members 
Mstep: Class 31 contains 610 members 
Mstep: Class 32 contains 11747 members 
Mstep: Class 33 contains 6400 members 
Entering Unmasked Estep 
Score: -50314336.000000 Penalty: 21236.267578
Splitting cluster 16 changes total score from -50297216.000000 to -50314336.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (114044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114044 members 
Entering Unmasked Estep 
Score: -4373158.500000 Penalty: 529.817444
	Iteration 0F: 2 clusters Score -4373158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56909 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -4295598.000000 Penalty: 1059.634888
	Iteration 0F: 3 clusters Score -4295598 nChanged 56105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 61602 members 
Entering Unmasked Estep 
Score: -4329767.000000 Penalty: 1059.634888
	Iteration 1F: 3 clusters Score -4329767 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 65076 members 
Entering Unmasked Estep 
Score: -4331715.500000 Penalty: 1059.634888
	Iteration 2Q: 3 clusters Score -4331716 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 70536 members 
Entering Unmasked Estep 
Score: -4335338.500000 Penalty: 1059.634888
	Iteration 3F: 3 clusters Score -4335338 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
Score: -4341100.000000 Penalty: 1059.634888
	Iteration 4F: 3 clusters Score -4341100 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 86186 members 
Entering Unmasked Estep 
Score: -4348412.500000 Penalty: 1059.634888
	Iteration 5F: 3 clusters Score -4348412 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 94222 members 
Entering Unmasked Estep 
Score: -4355641.500000 Penalty: 1059.634888
	Iteration 6F: 3 clusters Score -4355642 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 100784 members 
Entering Unmasked Estep 
Score: -4361632.500000 Penalty: 1059.634888
	Iteration 7F: 3 clusters Score -4361632 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 105608 members 
Entering Unmasked Estep 
Score: -4365964.000000 Penalty: 1059.634888
	Iteration 8Q: 3 clusters Score -4365964 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 108823 members 
Entering Unmasked Estep 
Score: -4368832.500000 Penalty: 1059.634888
	Iteration 9Q: 3 clusters Score -4368832 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 110761 members 
Entering Unmasked Estep 
Score: -4370468.000000 Penalty: 1059.634888
	Iteration 10Q: 3 clusters Score -4370468 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 111899 members 
Entering Unmasked Estep 
Score: -4371387.500000 Penalty: 1059.634888
	Iteration 11Q: 3 clusters Score -4371388 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 112582 members 
Entering Unmasked Estep 
Score: -4371880.500000 Penalty: 1059.634888
	Iteration 12Q: 3 clusters Score -4371880 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 113005 members 
Entering Unmasked Estep 
Score: -4372158.500000 Penalty: 1059.634888
	Iteration 13Q: 3 clusters Score -4372158 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 113303 members 
Entering Unmasked Estep 
Score: -4372335.000000 Penalty: 1059.634888
	Iteration 14Q: 3 clusters Score -4372335 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 113488 members 
Entering Unmasked Estep 
Score: -4372430.000000 Penalty: 1059.634888
	Iteration 15Q: 3 clusters Score -4372430 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 113602 members 
Entering Unmasked Estep 
Score: -4372502.000000 Penalty: 1059.634888
	Iteration 16Q: 3 clusters Score -4372502 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 113693 members 
Entering Unmasked Estep 
Score: -4372559.000000 Penalty: 1059.634888
	Iteration 17Q: 3 clusters Score -4372559 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 113750 members 
Entering Unmasked Estep 
Score: -4372597.000000 Penalty: 1059.634888
	Iteration 18Q: 3 clusters Score -4372597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 113780 members 
Entering Unmasked Estep 
Score: -4372623.500000 Penalty: 1059.634888
	Iteration 19Q: 3 clusters Score -4372624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 113809 members 
Entering Unmasked Estep 
Score: -4372635.000000 Penalty: 1059.634888
	Iteration 20F: 3 clusters Score -4372635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 113824 members 
Entering Unmasked Estep 
Score: -4372647.500000 Penalty: 1059.634888
	Iteration 21Q: 3 clusters Score -4372648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 113840 members 
Entering Unmasked Estep 
Score: -4372655.500000 Penalty: 1059.634888
	Iteration 22Q: 3 clusters Score -4372656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 113850 members 
Entering Unmasked Estep 
Score: -4372659.000000 Penalty: 1059.634888
	Iteration 23Q: 3 clusters Score -4372659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 113855 members 
Entering Unmasked Estep 
Score: -4372668.500000 Penalty: 1059.634888
	Iteration 24Q: 3 clusters Score -4372668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 113864 members 
Entering Unmasked Estep 
Score: -4372676.500000 Penalty: 1059.634888
	Iteration 25Q: 3 clusters Score -4372676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 113872 members 
Entering Unmasked Estep 
Score: -4372681.500000 Penalty: 1059.634888
	Iteration 26Q: 3 clusters Score -4372682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 113880 members 
Entering Unmasked Estep 
Score: -4372683.500000 Penalty: 1059.634888
	Iteration 27Q: 3 clusters Score -4372684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 113886 members 
Entering Unmasked Estep 
Score: -4372692.000000 Penalty: 1059.634888
	Iteration 28Q: 3 clusters Score -4372692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 113892 members 
Entering Unmasked Estep 
Score: -4372693.000000 Penalty: 1059.634888
	Iteration 29Q: 3 clusters Score -4372693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 113899 members 
Entering Unmasked Estep 
Score: -4372705.500000 Penalty: 1059.634888
	Iteration 30Q: 3 clusters Score -4372706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 113903 members 
Entering Unmasked Estep 
Score: -4372709.000000 Penalty: 1059.634888
	Iteration 31Q: 3 clusters Score -4372709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 113911 members 
Entering Unmasked Estep 
Score: -4372711.500000 Penalty: 1059.634888
	Iteration 32Q: 3 clusters Score -4372712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 113914 members 
Entering Unmasked Estep 
Score: -4372713.500000 Penalty: 1059.634888
	Iteration 33Q: 3 clusters Score -4372714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 113916 members 
Entering Unmasked Estep 
Score: -4372721.500000 Penalty: 1059.634888
	Iteration 34Q: 3 clusters Score -4372722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 113915 members 
Entering Unmasked Estep 
Score: -4372722.500000 Penalty: 1059.634888
	Iteration 35Q: 3 clusters Score -4372722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 113910 members 
Entering Unmasked Estep 
Score: -4372724.500000 Penalty: 1059.634888
	Iteration 36Q: 3 clusters Score -4372724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 113906 members 
Entering Unmasked Estep 
Score: -4372725.000000 Penalty: 1059.634888
	Iteration 37Q: 3 clusters Score -4372725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 113902 members 
Entering Unmasked Estep 
Score: -4372728.500000 Penalty: 1059.634888
	Iteration 38Q: 3 clusters Score -4372728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 113904 members 
Entering Unmasked Estep 
Score: -4372737.000000 Penalty: 1059.634888
	Iteration 39Q: 3 clusters Score -4372737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 113909 members 
Entering Unmasked Estep 
Score: -4372748.500000 Penalty: 1059.634888
	Iteration 40F: 3 clusters Score -4372748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 113910 members 
Entering Unmasked Estep 
Score: -4372756.000000 Penalty: 1059.634888
	Iteration 41Q: 3 clusters Score -4372756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 113906 members 
Entering Unmasked Estep 
Score: -4372756.500000 Penalty: 1059.634888
	Iteration 42Q: 3 clusters Score -4372756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 113905 members 
Entering Unmasked Estep 
Score: -4372761.500000 Penalty: 1059.634888
	Iteration 43Q: 3 clusters Score -4372762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 113905 members 
Entering Unmasked Estep 
Score: -4372763.000000 Penalty: 1059.634888
	Iteration 44Q: 3 clusters Score -4372763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 113901 members 
Entering Unmasked Estep 
Score: -4372766.500000 Penalty: 1059.634888
	Iteration 45Q: 3 clusters Score -4372766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 113897 members 
Entering Unmasked Estep 
Score: -4372773.500000 Penalty: 1059.634888
	Iteration 46Q: 3 clusters Score -4372774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 113893 members 
Entering Unmasked Estep 
Score: -4372781.000000 Penalty: 1059.634888
	Iteration 47Q: 3 clusters Score -4372781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 113895 members 
Entering Unmasked Estep 
Score: -4372786.000000 Penalty: 1059.634888
	Iteration 48Q: 3 clusters Score -4372786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 113891 members 
Entering Unmasked Estep 
Score: -4372796.500000 Penalty: 1059.634888
	Iteration 49Q: 3 clusters Score -4372796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 113888 members 
Entering Unmasked Estep 
Score: -4372801.000000 Penalty: 1059.634888
	Iteration 50Q: 3 clusters Score -4372801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 113887 members 
Entering Unmasked Estep 
Score: -4372805.000000 Penalty: 1059.634888
	Iteration 51Q: 3 clusters Score -4372805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 113886 members 
Entering Unmasked Estep 
Score: -4372804.500000 Penalty: 1059.634888
	Iteration 52Q: 3 clusters Score -4372804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 113885 members 
Entering Unmasked Estep 
Score: -4372807.000000 Penalty: 1059.634888
	Iteration 53Q: 3 clusters Score -4372807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 113885 members 
Entering Unmasked Estep 
Score: -4372810.000000 Penalty: 1059.634888
	Iteration 54Q: 3 clusters Score -4372810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 113886 members 
Entering Unmasked Estep 
Score: -4372815.000000 Penalty: 1059.634888
	Iteration 55Q: 3 clusters Score -4372815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 113887 members 
Entering Unmasked Estep 
Score: -4372817.500000 Penalty: 1059.634888
	Iteration 56Q: 3 clusters Score -4372818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 113887 members 
Entering Unmasked Estep 
Score: -4372822.000000 Penalty: 1059.634888
	Iteration 57Q: 3 clusters Score -4372822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 113886 members 
Entering Unmasked Estep 
Score: -4372821.000000 Penalty: 1059.634888
	Iteration 58Q: 3 clusters Score -4372821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 113883 members 
Entering Unmasked Estep 
Score: -4372820.500000 Penalty: 1059.634888
	Iteration 59Q: 3 clusters Score -4372820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 113879 members 
Entering Unmasked Estep 
Score: -4372828.500000 Penalty: 1059.634888
	Iteration 60F: 3 clusters Score -4372828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 113869 members 
Entering Unmasked Estep 
Score: -4372828.000000 Penalty: 1059.634888
	Iteration 61Q: 3 clusters Score -4372828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 113862 members 
Entering Unmasked Estep 
Score: -4372834.000000 Penalty: 1059.634888
	Iteration 62Q: 3 clusters Score -4372834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 113859 members 
Entering Unmasked Estep 
Score: -4372845.000000 Penalty: 1059.634888
	Iteration 63Q: 3 clusters Score -4372845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 113855 members 
Entering Unmasked Estep 
Score: -4372850.000000 Penalty: 1059.634888
	Iteration 64Q: 3 clusters Score -4372850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 113851 members 
Entering Unmasked Estep 
Score: -4372856.500000 Penalty: 1059.634888
	Iteration 65Q: 3 clusters Score -4372856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 113846 members 
Entering Unmasked Estep 
Score: -4372864.000000 Penalty: 1059.634888
	Iteration 66Q: 3 clusters Score -4372864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 113842 members 
Entering Unmasked Estep 
Score: -4372865.500000 Penalty: 1059.634888
	Iteration 67Q: 3 clusters Score -4372866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 113842 members 
Entering Unmasked Estep 
Score: -4372870.500000 Penalty: 1059.634888
	Iteration 68Q: 3 clusters Score -4372870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 113840 members 
Entering Unmasked Estep 
Score: -4372874.500000 Penalty: 1059.634888
	Iteration 69Q: 3 clusters Score -4372874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 113835 members 
Entering Unmasked Estep 
Score: -4372880.000000 Penalty: 1059.634888
	Iteration 70Q: 3 clusters Score -4372880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 113830 members 
Entering Unmasked Estep 
Score: -4372884.000000 Penalty: 1059.634888
	Iteration 71Q: 3 clusters Score -4372884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 113831 members 
Entering Unmasked Estep 
Score: -4372888.000000 Penalty: 1059.634888
	Iteration 72Q: 3 clusters Score -4372888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 113831 members 
Entering Unmasked Estep 
Score: -4372887.500000 Penalty: 1059.634888
	Iteration 73Q: 3 clusters Score -4372888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 113829 members 
Entering Unmasked Estep 
Score: -4372892.000000 Penalty: 1059.634888
	Iteration 74Q: 3 clusters Score -4372892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 113828 members 
Entering Unmasked Estep 
Score: -4372892.000000 Penalty: 1059.634888
	Iteration 75Q: 3 clusters Score -4372892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 113826 members 
Entering Unmasked Estep 
Score: -4372890.000000 Penalty: 1059.634888
	Iteration 76Q: 3 clusters Score -4372890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 113827 members 
Entering Unmasked Estep 
Score: -4372894.000000 Penalty: 1059.634888
	Iteration 77Q: 3 clusters Score -4372894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 113827 members 
Entering Unmasked Estep 
Score: -4372897.500000 Penalty: 1059.634888
	Iteration 78F: 3 clusters Score -4372898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 113820 members 
Entering Unmasked Estep 
Score: -4372900.500000 Penalty: 1059.634888
	Iteration 79Q: 3 clusters Score -4372900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 113816 members 
Entering Unmasked Estep 
Score: -4372907.500000 Penalty: 1059.634888
	Iteration 80F: 3 clusters Score -4372908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 113808 members 
Entering Unmasked Estep 
Score: -4372916.000000 Penalty: 1059.634888
	Iteration 81Q: 3 clusters Score -4372916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 113801 members 
Entering Unmasked Estep 
Score: -4372919.500000 Penalty: 1059.634888
	Iteration 82Q: 3 clusters Score -4372920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 113796 members 
Entering Unmasked Estep 
Score: -4372918.000000 Penalty: 1059.634888
	Iteration 83Q: 3 clusters Score -4372918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 113794 members 
Entering Unmasked Estep 
Score: -4372920.000000 Penalty: 1059.634888
	Iteration 84Q: 3 clusters Score -4372920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 113789 members 
Entering Unmasked Estep 
Score: -4372923.500000 Penalty: 1059.634888
	Iteration 85Q: 3 clusters Score -4372924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 113783 members 
Entering Unmasked Estep 
Score: -4372925.000000 Penalty: 1059.634888
	Iteration 86Q: 3 clusters Score -4372925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 113783 members 
Entering Unmasked Estep 
Score: -4372924.500000 Penalty: 1059.634888
	Iteration 87Q: 3 clusters Score -4372924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 113782 members 
Entering Unmasked Estep 
Score: -4372928.500000 Penalty: 1059.634888
	Iteration 88Q: 3 clusters Score -4372928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 113783 members 
Entering Unmasked Estep 
Score: -4372930.500000 Penalty: 1059.634888
	Iteration 89Q: 3 clusters Score -4372930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 113782 members 
Entering Unmasked Estep 
Score: -4372936.000000 Penalty: 1059.634888
	Iteration 90Q: 3 clusters Score -4372936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 113783 members 
Entering Unmasked Estep 
Score: -4372932.000000 Penalty: 1059.634888
	Iteration 91Q: 3 clusters Score -4372932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 113781 members 
Entering Unmasked Estep 
Score: -4372937.000000 Penalty: 1059.634888
	Iteration 92Q: 3 clusters Score -4372937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 113778 members 
Entering Unmasked Estep 
Score: -4372940.000000 Penalty: 1059.634888
	Iteration 93Q: 3 clusters Score -4372940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 113777 members 
Entering Unmasked Estep 
Score: -4372939.500000 Penalty: 1059.634888
	Iteration 94Q: 3 clusters Score -4372940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 113777 members 
Entering Unmasked Estep 
Score: -4372939.500000 Penalty: 1059.634888
	Iteration 95F: 3 clusters Score -4372940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -102042.554688 Penalty: 367.012451
	Iteration 0F: 2 clusters Score -102042.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -99836.351562 Penalty: 734.024902
	Iteration 0F: 3 clusters Score -99836.35 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -100766.273438 Penalty: 734.024902
	Iteration 1F: 3 clusters Score -100766.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -101170.593750 Penalty: 734.024902
	Iteration 2F: 3 clusters Score -101170.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -101568.953125 Penalty: 734.024902
	Iteration 3F: 3 clusters Score -101569 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -102051.296875 Penalty: 734.024902
	Iteration 4F: 3 clusters Score -102051.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -102542.257812 Penalty: 734.024902
	Iteration 5F: 3 clusters Score -102542.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -102819.218750 Penalty: 734.024902
	Iteration 6F: 3 clusters Score -102819.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -102961.843750 Penalty: 734.024902
	Iteration 7Q: 3 clusters Score -102961.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -103101.687500 Penalty: 734.024902
	Iteration 8Q: 3 clusters Score -103101.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -103243.179688 Penalty: 734.024902
	Iteration 9Q: 3 clusters Score -103243.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -103317.968750 Penalty: 734.024902
	Iteration 10Q: 3 clusters Score -103318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -103346.890625 Penalty: 734.024902
	Iteration 11Q: 3 clusters Score -103346.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -103355.492188 Penalty: 734.024902
	Iteration 12Q: 3 clusters Score -103355.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -103356.789062 Penalty: 734.024902
	Iteration 13Q: 3 clusters Score -103356.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -103357.398438 Penalty: 734.024902
	Iteration 14Q: 3 clusters Score -103357.4 nChanged 6
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: -103358.148438 Penalty: 734.024902
	Iteration 15Q: 3 clusters Score -103358.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -103358.843750 Penalty: 734.024902
	Iteration 16Q: 3 clusters Score -103358.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -103359.507812 Penalty: 734.024902
	Iteration 17Q: 3 clusters Score -103359.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -103360.046875 Penalty: 734.024902
	Iteration 18Q: 3 clusters Score -103360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -103360.726562 Penalty: 734.024902
	Iteration 19Q: 3 clusters Score -103360.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -103361.703125 Penalty: 734.024902
	Iteration 20F: 3 clusters Score -103361.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -103362.398438 Penalty: 734.024902
	Iteration 21Q: 3 clusters Score -103362.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -103362.585938 Penalty: 734.024902
	Iteration 22Q: 3 clusters Score -103362.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -103362.476562 Penalty: 734.024902
	Iteration 23Q: 3 clusters Score -103362.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -103362.476562 Penalty: 734.024902
	Iteration 24F: 3 clusters Score -103362.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 469897 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 488709 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 8068 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 25138 members 
Mstep: Class 12 contains 13435 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 14 contains 12463 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 7500 members 
Mstep: Class 17 contains 114044 members 
Mstep: Class 18 contains 1583 members 
Mstep: Class 19 contains 14444 members 
Mstep: Class 20 contains 24620 members 
Mstep: Class 21 contains 19538 members 
Mstep: Class 22 contains 14389 members 
Mstep: Class 23 contains 3764 members 
Mstep: Class 24 contains 1314 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 6139 members 
Mstep: Class 27 contains 438 members 
Mstep: Class 28 contains 104729 members 
Mstep: Class 29 contains 4555 members 
Mstep: Class 30 contains 11761 members 
Mstep: Class 31 contains 610 members 
Mstep: Class 32 contains 11747 members 
Mstep: Class 33 contains 6400 members 
Mstep: Class 34 contains 1602 members 
Entering Unmasked Estep 
Score: -50315296.000000 Penalty: 21879.791016
Splitting cluster 18 changes total score from -50297216.000000 to -50315296.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (14444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Entering Unmasked Estep 
Score: -520376.937500 Penalty: 435.800568
	Iteration 0F: 2 clusters Score -520376.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -510753.531250 Penalty: 871.601135
	Iteration 0F: 3 clusters Score -510753.5 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -515499.375000 Penalty: 871.601135
	Iteration 1F: 3 clusters Score -515499.4 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -516341.468750 Penalty: 871.601135
	Iteration 2F: 3 clusters Score -516341.5 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -517247.656250 Penalty: 871.601135
	Iteration 3F: 3 clusters Score -517247.7 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -518184.750000 Penalty: 871.601135
	Iteration 4F: 3 clusters Score -518184.8 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -518845.312500 Penalty: 871.601135
	Iteration 5F: 3 clusters Score -518845.3 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -519305.687500 Penalty: 871.601135
	Iteration 6Q: 3 clusters Score -519305.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -519573.750000 Penalty: 871.601135
	Iteration 7Q: 3 clusters Score -519573.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -519717.125000 Penalty: 871.601135
	Iteration 8Q: 3 clusters Score -519717.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -519820.250000 Penalty: 871.601135
	Iteration 9Q: 3 clusters Score -519820.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -519904.031250 Penalty: 871.601135
	Iteration 10Q: 3 clusters Score -519904 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -519979.406250 Penalty: 871.601135
	Iteration 11Q: 3 clusters Score -519979.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -520062.218750 Penalty: 871.601135
	Iteration 12Q: 3 clusters Score -520062.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -520136.531250 Penalty: 871.601135
	Iteration 13Q: 3 clusters Score -520136.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -520188.375000 Penalty: 871.601135
	Iteration 14Q: 3 clusters Score -520188.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -520235.218750 Penalty: 871.601135
	Iteration 15Q: 3 clusters Score -520235.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -520288.593750 Penalty: 871.601135
	Iteration 16Q: 3 clusters Score -520288.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -520334.531250 Penalty: 871.601135
	Iteration 17Q: 3 clusters Score -520334.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -520381.093750 Penalty: 871.601135
	Iteration 18Q: 3 clusters Score -520381.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -520441.843750 Penalty: 871.601135
	Iteration 19Q: 3 clusters Score -520441.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -520517.531250 Penalty: 871.601135
	Iteration 20F: 3 clusters Score -520517.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -520594.625000 Penalty: 871.601135
	Iteration 21Q: 3 clusters Score -520594.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -520692.093750 Penalty: 871.601135
	Iteration 22Q: 3 clusters Score -520692.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -520782.593750 Penalty: 871.601135
	Iteration 23Q: 3 clusters Score -520782.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -520845.500000 Penalty: 871.601135
	Iteration 24Q: 3 clusters Score -520845.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -520890.468750 Penalty: 871.601135
	Iteration 25Q: 3 clusters Score -520890.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -520947.718750 Penalty: 871.601135
	Iteration 26Q: 3 clusters Score -520947.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -521017.093750 Penalty: 871.601135
	Iteration 27Q: 3 clusters Score -521017.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -521131.781250 Penalty: 871.601135
	Iteration 28Q: 3 clusters Score -521131.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -521259.562500 Penalty: 871.601135
	Iteration 29Q: 3 clusters Score -521259.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -521355.125000 Penalty: 871.601135
	Iteration 30Q: 3 clusters Score -521355.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -521404.718750 Penalty: 871.601135
	Iteration 31Q: 3 clusters Score -521404.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -521422.687500 Penalty: 871.601135
	Iteration 32Q: 3 clusters Score -521422.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -521430.812500 Penalty: 871.601135
	Iteration 33Q: 3 clusters Score -521430.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -521432.531250 Penalty: 871.601135
	Iteration 34Q: 3 clusters Score -521432.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -521435.093750 Penalty: 871.601135
	Iteration 35Q: 3 clusters Score -521435.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -521436.281250 Penalty: 871.601135
	Iteration 36Q: 3 clusters Score -521436.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -521435.375000 Penalty: 871.601135
	Iteration 37Q: 3 clusters Score -521435.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -521435.187500 Penalty: 871.601135
	Iteration 38Q: 3 clusters Score -521435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -521435.562500 Penalty: 871.601135
	Iteration 39Q: 3 clusters Score -521435.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -521436.625000 Penalty: 871.601135
	Iteration 40F: 3 clusters Score -521436.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 469897 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 488709 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 8068 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 25138 members 
Mstep: Class 12 contains 13435 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 14 contains 12463 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 7500 members 
Mstep: Class 17 contains 114044 members 
Mstep: Class 18 contains 1583 members 
Mstep: Class 19 contains 11049 members 
Mstep: Class 20 contains 24620 members 
Mstep: Class 21 contains 19538 members 
Mstep: Class 22 contains 14389 members 
Mstep: Class 23 contains 3764 members 
Mstep: Class 24 contains 1314 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 6139 members 
Mstep: Class 27 contains 438 members 
Mstep: Class 28 contains 104729 members 
Mstep: Class 29 contains 4555 members 
Mstep: Class 30 contains 11761 members 
Mstep: Class 31 contains 610 members 
Mstep: Class 32 contains 11747 members 
Mstep: Class 33 contains 6400 members 
Mstep: Class 34 contains 1602 members 
Mstep: Class 35 contains 3395 members 
Entering Unmasked Estep 
Score: -50316264.000000 Penalty: 22523.314453
Splitting cluster 19 changes total score from -50297216.000000 to -50316264.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (24620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Entering Unmasked Estep 
Score: -911930.000000 Penalty: 460.064819
	Iteration 0F: 2 clusters Score -911930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -895582.000000 Penalty: 920.129639
	Iteration 0F: 3 clusters Score -895582 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -903419.187500 Penalty: 920.129639
	Iteration 1F: 3 clusters Score -903419.2 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -905040.312500 Penalty: 920.129639
	Iteration 2F: 3 clusters Score -905040.3 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -906968.312500 Penalty: 920.129639
	Iteration 3F: 3 clusters Score -906968.3 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -908565.812500 Penalty: 920.129639
	Iteration 4F: 3 clusters Score -908565.8 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -909661.625000 Penalty: 920.129639
	Iteration 5F: 3 clusters Score -909661.6 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -910366.812500 Penalty: 920.129639
	Iteration 6Q: 3 clusters Score -910366.8 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -910923.625000 Penalty: 920.129639
	Iteration 7Q: 3 clusters Score -910923.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -911308.437500 Penalty: 920.129639
	Iteration 8Q: 3 clusters Score -911308.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -911597.062500 Penalty: 920.129639
	Iteration 9Q: 3 clusters Score -911597.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -911794.250000 Penalty: 920.129639
	Iteration 10Q: 3 clusters Score -911794.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -911931.750000 Penalty: 920.129639
	Iteration 11Q: 3 clusters Score -911931.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -912004.125000 Penalty: 920.129639
	Iteration 12Q: 3 clusters Score -912004.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -912048.125000 Penalty: 920.129639
	Iteration 13Q: 3 clusters Score -912048.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -912072.125000 Penalty: 920.129639
	Iteration 14Q: 3 clusters Score -912072.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -912094.437500 Penalty: 920.129639
	Iteration 15Q: 3 clusters Score -912094.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -912102.125000 Penalty: 920.129639
	Iteration 16Q: 3 clusters Score -912102.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -912110.312500 Penalty: 920.129639
	Iteration 17Q: 3 clusters Score -912110.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -912116.562500 Penalty: 920.129639
	Iteration 18Q: 3 clusters Score -912116.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -912122.187500 Penalty: 920.129639
	Iteration 19Q: 3 clusters Score -912122.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -912126.562500 Penalty: 920.129639
	Iteration 20F: 3 clusters Score -912126.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -912132.562500 Penalty: 920.129639
	Iteration 21Q: 3 clusters Score -912132.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -912137.000000 Penalty: 920.129639
	Iteration 22Q: 3 clusters Score -912137 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -912143.125000 Penalty: 920.129639
	Iteration 23Q: 3 clusters Score -912143.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -912143.437500 Penalty: 920.129639
	Iteration 24Q: 3 clusters Score -912143.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -912144.625000 Penalty: 920.129639
	Iteration 25Q: 3 clusters Score -912144.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -912144.875000 Penalty: 920.129639
	Iteration 26Q: 3 clusters Score -912144.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -912146.750000 Penalty: 920.129639
	Iteration 27Q: 3 clusters Score -912146.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -912146.062500 Penalty: 920.129639
	Iteration 28Q: 3 clusters Score -912146.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -912147.500000 Penalty: 920.129639
	Iteration 29Q: 3 clusters Score -912147.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -912146.312500 Penalty: 920.129639
	Iteration 30Q: 3 clusters Score -912146.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -912149.687500 Penalty: 920.129639
	Iteration 31Q: 3 clusters Score -912149.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -912148.937500 Penalty: 920.129639
	Iteration 32Q: 3 clusters Score -912148.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -912149.562500 Penalty: 920.129639
	Iteration 33Q: 3 clusters Score -912149.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -912150.750000 Penalty: 920.129639
	Iteration 34Q: 3 clusters Score -912150.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -912152.437500 Penalty: 920.129639
	Iteration 35Q: 3 clusters Score -912152.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -912153.437500 Penalty: 920.129639
	Iteration 36Q: 3 clusters Score -912153.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -912154.500000 Penalty: 920.129639
	Iteration 37Q: 3 clusters Score -912154.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -912153.750000 Penalty: 920.129639
	Iteration 38Q: 3 clusters Score -912153.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -912153.750000 Penalty: 920.129639
	Iteration 39F: 3 clusters Score -912153.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 469897 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 488709 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 8068 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 25138 members 
Mstep: Class 12 contains 13435 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 14 contains 12463 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 7500 members 
Mstep: Class 17 contains 114044 members 
Mstep: Class 18 contains 1583 members 
Mstep: Class 19 contains 11049 members 
Mstep: Class 20 contains 1793 members 
Mstep: Class 21 contains 19538 members 
Mstep: Class 22 contains 14389 members 
Mstep: Class 23 contains 3764 members 
Mstep: Class 24 contains 1314 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 6139 members 
Mstep: Class 27 contains 438 members 
Mstep: Class 28 contains 104729 members 
Mstep: Class 29 contains 4555 members 
Mstep: Class 30 contains 11761 members 
Mstep: Class 31 contains 610 members 
Mstep: Class 32 contains 11747 members 
Mstep: Class 33 contains 6400 members 
Mstep: Class 34 contains 1602 members 
Mstep: Class 35 contains 3395 members 
Mstep: Class 36 contains 22827 members 
Entering Unmasked Estep 
Score: -50316276.000000 Penalty: 23166.837891
Splitting cluster 20 changes total score from -50297216.000000 to -50316276.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 21 (19538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Entering Unmasked Estep 
Score: -705121.000000 Penalty: 449.545288
	Iteration 0F: 2 clusters Score -705121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -692161.375000 Penalty: 899.090576
	Iteration 0F: 3 clusters Score -692161.4 nChanged 9241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -697728.187500 Penalty: 899.090576
	Iteration 1F: 3 clusters Score -697728.2 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -698210.562500 Penalty: 899.090576
	Iteration 2Q: 3 clusters Score -698210.6 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -698988.187500 Penalty: 899.090576
	Iteration 3F: 3 clusters Score -698988.2 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -700211.500000 Penalty: 899.090576
	Iteration 4F: 3 clusters Score -700211.5 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -701533.312500 Penalty: 899.090576
	Iteration 5F: 3 clusters Score -701533.3 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -702541.312500 Penalty: 899.090576
	Iteration 6F: 3 clusters Score -702541.3 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -703236.250000 Penalty: 899.090576
	Iteration 7F: 3 clusters Score -703236.2 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -703559.375000 Penalty: 899.090576
	Iteration 8Q: 3 clusters Score -703559.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -703734.250000 Penalty: 899.090576
	Iteration 9Q: 3 clusters Score -703734.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -703836.437500 Penalty: 899.090576
	Iteration 10Q: 3 clusters Score -703836.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -703906.062500 Penalty: 899.090576
	Iteration 11Q: 3 clusters Score -703906.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -703959.687500 Penalty: 899.090576
	Iteration 12Q: 3 clusters Score -703959.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -703997.500000 Penalty: 899.090576
	Iteration 13Q: 3 clusters Score -703997.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -704023.062500 Penalty: 899.090576
	Iteration 14Q: 3 clusters Score -704023.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -704051.500000 Penalty: 899.090576
	Iteration 15Q: 3 clusters Score -704051.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -704080.500000 Penalty: 899.090576
	Iteration 16Q: 3 clusters Score -704080.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -704111.187500 Penalty: 899.090576
	Iteration 17Q: 3 clusters Score -704111.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -704141.562500 Penalty: 899.090576
	Iteration 18Q: 3 clusters Score -704141.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -704160.687500 Penalty: 899.090576
	Iteration 19Q: 3 clusters Score -704160.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -704179.125000 Penalty: 899.090576
	Iteration 20F: 3 clusters Score -704179.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -704195.375000 Penalty: 899.090576
	Iteration 21Q: 3 clusters Score -704195.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -704210.437500 Penalty: 899.090576
	Iteration 22Q: 3 clusters Score -704210.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -704231.562500 Penalty: 899.090576
	Iteration 23Q: 3 clusters Score -704231.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -704241.062500 Penalty: 899.090576
	Iteration 24Q: 3 clusters Score -704241.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -704252.062500 Penalty: 899.090576
	Iteration 25Q: 3 clusters Score -704252.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -704259.812500 Penalty: 899.090576
	Iteration 26Q: 3 clusters Score -704259.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -704271.125000 Penalty: 899.090576
	Iteration 27Q: 3 clusters Score -704271.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -704274.750000 Penalty: 899.090576
	Iteration 28Q: 3 clusters Score -704274.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -704282.437500 Penalty: 899.090576
	Iteration 29Q: 3 clusters Score -704282.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -704288.937500 Penalty: 899.090576
	Iteration 30Q: 3 clusters Score -704288.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -704291.750000 Penalty: 899.090576
	Iteration 31Q: 3 clusters Score -704291.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -704300.000000 Penalty: 899.090576
	Iteration 32Q: 3 clusters Score -704300 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -704306.812500 Penalty: 899.090576
	Iteration 33Q: 3 clusters Score -704306.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -704310.750000 Penalty: 899.090576
	Iteration 34Q: 3 clusters Score -704310.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -704315.562500 Penalty: 899.090576
	Iteration 35Q: 3 clusters Score -704315.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -704324.875000 Penalty: 899.090576
	Iteration 36Q: 3 clusters Score -704324.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -704329.937500 Penalty: 899.090576
	Iteration 37Q: 3 clusters Score -704329.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -704337.187500 Penalty: 899.090576
	Iteration 38Q: 3 clusters Score -704337.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -704342.875000 Penalty: 899.090576
	Iteration 39Q: 3 clusters Score -704342.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -704351.062500 Penalty: 899.090576
	Iteration 40F: 3 clusters Score -704351.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -704355.750000 Penalty: 899.090576
	Iteration 41Q: 3 clusters Score -704355.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -704361.250000 Penalty: 899.090576
	Iteration 42Q: 3 clusters Score -704361.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -704369.750000 Penalty: 899.090576
	Iteration 43Q: 3 clusters Score -704369.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -704381.875000 Penalty: 899.090576
	Iteration 44Q: 3 clusters Score -704381.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -704390.125000 Penalty: 899.090576
	Iteration 45Q: 3 clusters Score -704390.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -704405.125000 Penalty: 899.090576
	Iteration 46Q: 3 clusters Score -704405.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -704411.562500 Penalty: 899.090576
	Iteration 47Q: 3 clusters Score -704411.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -704423.687500 Penalty: 899.090576
	Iteration 48Q: 3 clusters Score -704423.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -704434.875000 Penalty: 899.090576
	Iteration 49Q: 3 clusters Score -704434.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -704443.937500 Penalty: 899.090576
	Iteration 50Q: 3 clusters Score -704443.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -704447.812500 Penalty: 899.090576
	Iteration 51Q: 3 clusters Score -704447.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -704456.875000 Penalty: 899.090576
	Iteration 52Q: 3 clusters Score -704456.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -704461.375000 Penalty: 899.090576
	Iteration 53Q: 3 clusters Score -704461.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -704466.187500 Penalty: 899.090576
	Iteration 54Q: 3 clusters Score -704466.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -704472.000000 Penalty: 899.090576
	Iteration 55Q: 3 clusters Score -704472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -704473.750000 Penalty: 899.090576
	Iteration 56Q: 3 clusters Score -704473.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -704481.875000 Penalty: 899.090576
	Iteration 57Q: 3 clusters Score -704481.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -704486.875000 Penalty: 899.090576
	Iteration 58Q: 3 clusters Score -704486.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -704491.375000 Penalty: 899.090576
	Iteration 59Q: 3 clusters Score -704491.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -704496.437500 Penalty: 899.090576
	Iteration 60F: 3 clusters Score -704496.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -704497.937500 Penalty: 899.090576
	Iteration 61Q: 3 clusters Score -704497.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -704504.437500 Penalty: 899.090576
	Iteration 62Q: 3 clusters Score -704504.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -704513.687500 Penalty: 899.090576
	Iteration 63Q: 3 clusters Score -704513.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -704520.812500 Penalty: 899.090576
	Iteration 64Q: 3 clusters Score -704520.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -704524.812500 Penalty: 899.090576
	Iteration 65Q: 3 clusters Score -704524.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -704530.875000 Penalty: 899.090576
	Iteration 66Q: 3 clusters Score -704530.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -704536.562500 Penalty: 899.090576
	Iteration 67Q: 3 clusters Score -704536.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -704541.187500 Penalty: 899.090576
	Iteration 68Q: 3 clusters Score -704541.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -704546.687500 Penalty: 899.090576
	Iteration 69Q: 3 clusters Score -704546.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -704553.687500 Penalty: 899.090576
	Iteration 70Q: 3 clusters Score -704553.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -704561.625000 Penalty: 899.090576
	Iteration 71Q: 3 clusters Score -704561.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -704570.812500 Penalty: 899.090576
	Iteration 72Q: 3 clusters Score -704570.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -704576.312500 Penalty: 899.090576
	Iteration 73Q: 3 clusters Score -704576.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -704587.250000 Penalty: 899.090576
	Iteration 74Q: 3 clusters Score -704587.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -704598.125000 Penalty: 899.090576
	Iteration 75Q: 3 clusters Score -704598.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -704602.750000 Penalty: 899.090576
	Iteration 76Q: 3 clusters Score -704602.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -704610.000000 Penalty: 899.090576
	Iteration 77Q: 3 clusters Score -704610 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -704619.125000 Penalty: 899.090576
	Iteration 78Q: 3 clusters Score -704619.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -704628.562500 Penalty: 899.090576
	Iteration 79Q: 3 clusters Score -704628.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -704632.125000 Penalty: 899.090576
	Iteration 80F: 3 clusters Score -704632.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -704638.625000 Penalty: 899.090576
	Iteration 81Q: 3 clusters Score -704638.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -704643.187500 Penalty: 899.090576
	Iteration 82Q: 3 clusters Score -704643.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -704647.750000 Penalty: 899.090576
	Iteration 83Q: 3 clusters Score -704647.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -704657.937500 Penalty: 899.090576
	Iteration 84Q: 3 clusters Score -704657.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -704660.250000 Penalty: 899.090576
	Iteration 85Q: 3 clusters Score -704660.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -704661.625000 Penalty: 899.090576
	Iteration 86Q: 3 clusters Score -704661.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -704663.125000 Penalty: 899.090576
	Iteration 87Q: 3 clusters Score -704663.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -704667.562500 Penalty: 899.090576
	Iteration 88Q: 3 clusters Score -704667.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -704669.812500 Penalty: 899.090576
	Iteration 89Q: 3 clusters Score -704669.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -704672.187500 Penalty: 899.090576
	Iteration 90Q: 3 clusters Score -704672.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -704675.312500 Penalty: 899.090576
	Iteration 91Q: 3 clusters Score -704675.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -704682.062500 Penalty: 899.090576
	Iteration 92Q: 3 clusters Score -704682.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -704685.312500 Penalty: 899.090576
	Iteration 93Q: 3 clusters Score -704685.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -704687.437500 Penalty: 899.090576
	Iteration 94Q: 3 clusters Score -704687.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -704689.187500 Penalty: 899.090576
	Iteration 95Q: 3 clusters Score -704689.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -704691.500000 Penalty: 899.090576
	Iteration 96Q: 3 clusters Score -704691.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -704692.437500 Penalty: 899.090576
	Iteration 97Q: 3 clusters Score -704692.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -704693.437500 Penalty: 899.090576
	Iteration 98Q: 3 clusters Score -704693.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -704693.125000 Penalty: 899.090576
	Iteration 99Q: 3 clusters Score -704693.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -704694.250000 Penalty: 899.090576
	Iteration 100F: 3 clusters Score -704694.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -704695.687500 Penalty: 899.090576
	Iteration 101Q: 3 clusters Score -704695.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -704696.250000 Penalty: 899.090576
	Iteration 102Q: 3 clusters Score -704696.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -704695.375000 Penalty: 899.090576
	Iteration 103Q: 3 clusters Score -704695.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -704695.875000 Penalty: 899.090576
	Iteration 104Q: 3 clusters Score -704695.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -704696.562500 Penalty: 899.090576
	Iteration 105Q: 3 clusters Score -704696.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -704696.875000 Penalty: 899.090576
	Iteration 106Q: 3 clusters Score -704696.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -704697.125000 Penalty: 899.090576
	Iteration 107Q: 3 clusters Score -704697.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -704696.437500 Penalty: 899.090576
	Iteration 108Q: 3 clusters Score -704696.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -704696.125000 Penalty: 899.090576
	Iteration 109Q: 3 clusters Score -704696.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -704696.500000 Penalty: 899.090576
	Iteration 110Q: 3 clusters Score -704696.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -704695.500000 Penalty: 899.090576
	Iteration 111Q: 3 clusters Score -704695.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -704696.375000 Penalty: 899.090576
	Iteration 112Q: 3 clusters Score -704696.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -704696.500000 Penalty: 899.090576
	Iteration 113Q: 3 clusters Score -704696.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -704697.125000 Penalty: 899.090576
	Iteration 114Q: 3 clusters Score -704697.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -704696.437500 Penalty: 899.090576
	Iteration 115Q: 3 clusters Score -704696.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -704696.687500 Penalty: 899.090576
	Iteration 116Q: 3 clusters Score -704696.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -704698.250000 Penalty: 899.090576
	Iteration 117Q: 3 clusters Score -704698.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -704699.312500 Penalty: 899.090576
	Iteration 118Q: 3 clusters Score -704699.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -704701.500000 Penalty: 899.090576
	Iteration 119Q: 3 clusters Score -704701.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -704702.187500 Penalty: 899.090576
	Iteration 120F: 3 clusters Score -704702.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -704703.187500 Penalty: 899.090576
	Iteration 121Q: 3 clusters Score -704703.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -704705.187500 Penalty: 899.090576
	Iteration 122Q: 3 clusters Score -704705.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -704706.687500 Penalty: 899.090576
	Iteration 123Q: 3 clusters Score -704706.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -704707.812500 Penalty: 899.090576
	Iteration 124Q: 3 clusters Score -704707.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -704710.062500 Penalty: 899.090576
	Iteration 125Q: 3 clusters Score -704710.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -704713.500000 Penalty: 899.090576
	Iteration 126Q: 3 clusters Score -704713.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -704717.125000 Penalty: 899.090576
	Iteration 127Q: 3 clusters Score -704717.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -704719.562500 Penalty: 899.090576
	Iteration 128Q: 3 clusters Score -704719.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -704722.312500 Penalty: 899.090576
	Iteration 129Q: 3 clusters Score -704722.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -704722.187500 Penalty: 899.090576
	Iteration 130Q: 3 clusters Score -704722.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -704724.625000 Penalty: 899.090576
	Iteration 131Q: 3 clusters Score -704724.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -704727.187500 Penalty: 899.090576
	Iteration 132Q: 3 clusters Score -704727.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -704729.687500 Penalty: 899.090576
	Iteration 133Q: 3 clusters Score -704729.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -704730.437500 Penalty: 899.090576
	Iteration 134Q: 3 clusters Score -704730.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -704731.437500 Penalty: 899.090576
	Iteration 135Q: 3 clusters Score -704731.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -704730.187500 Penalty: 899.090576
	Iteration 136Q: 3 clusters Score -704730.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -704731.625000 Penalty: 899.090576
	Iteration 137Q: 3 clusters Score -704731.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -704732.250000 Penalty: 899.090576
	Iteration 138Q: 3 clusters Score -704732.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -704734.937500 Penalty: 899.090576
	Iteration 139Q: 3 clusters Score -704734.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -704735.625000 Penalty: 899.090576
	Iteration 140F: 3 clusters Score -704735.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -704736.500000 Penalty: 899.090576
	Iteration 141Q: 3 clusters Score -704736.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -704737.500000 Penalty: 899.090576
	Iteration 142Q: 3 clusters Score -704737.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -704738.500000 Penalty: 899.090576
	Iteration 143Q: 3 clusters Score -704738.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -704740.437500 Penalty: 899.090576
	Iteration 144Q: 3 clusters Score -704740.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -704744.687500 Penalty: 899.090576
	Iteration 145Q: 3 clusters Score -704744.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -704746.500000 Penalty: 899.090576
	Iteration 146Q: 3 clusters Score -704746.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -704748.187500 Penalty: 899.090576
	Iteration 147Q: 3 clusters Score -704748.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -704747.750000 Penalty: 899.090576
	Iteration 148Q: 3 clusters Score -704747.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -704748.062500 Penalty: 899.090576
	Iteration 149Q: 3 clusters Score -704748.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -704750.125000 Penalty: 899.090576
	Iteration 150Q: 3 clusters Score -704750.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -704750.937500 Penalty: 899.090576
	Iteration 151Q: 3 clusters Score -704750.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -704752.312500 Penalty: 899.090576
	Iteration 152Q: 3 clusters Score -704752.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -704753.437500 Penalty: 899.090576
	Iteration 153Q: 3 clusters Score -704753.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -704756.250000 Penalty: 899.090576
	Iteration 154Q: 3 clusters Score -704756.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -704755.125000 Penalty: 899.090576
	Iteration 155Q: 3 clusters Score -704755.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -704756.937500 Penalty: 899.090576
	Iteration 156Q: 3 clusters Score -704756.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -704757.812500 Penalty: 899.090576
	Iteration 157Q: 3 clusters Score -704757.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -704760.250000 Penalty: 899.090576
	Iteration 158Q: 3 clusters Score -704760.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -704761.437500 Penalty: 899.090576
	Iteration 159Q: 3 clusters Score -704761.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -704761.000000 Penalty: 899.090576
	Iteration 160F: 3 clusters Score -704761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -704762.187500 Penalty: 899.090576
	Iteration 161Q: 3 clusters Score -704762.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -704761.437500 Penalty: 899.090576
	Iteration 162Q: 3 clusters Score -704761.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -704761.875000 Penalty: 899.090576
	Iteration 163Q: 3 clusters Score -704761.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -704762.125000 Penalty: 899.090576
	Iteration 164Q: 3 clusters Score -704762.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -704762.000000 Penalty: 899.090576
	Iteration 165Q: 3 clusters Score -704762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -704761.125000 Penalty: 899.090576
	Iteration 166Q: 3 clusters Score -704761.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -704761.125000 Penalty: 899.090576
	Iteration 167F: 3 clusters Score -704761.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Entering Unmasked Estep 
Score: -512051.750000 Penalty: 435.626984
	Iteration 0F: 2 clusters Score -512051.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -502503.437500 Penalty: 871.253967
	Iteration 0F: 3 clusters Score -502503.4 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -506710.593750 Penalty: 871.253967
	Iteration 1F: 3 clusters Score -506710.6 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -507465.031250 Penalty: 871.253967
	Iteration 2F: 3 clusters Score -507465 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -508419.343750 Penalty: 871.253967
	Iteration 3F: 3 clusters Score -508419.3 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -509531.125000 Penalty: 871.253967
	Iteration 4F: 3 clusters Score -509531.1 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -510574.906250 Penalty: 871.253967
	Iteration 5F: 3 clusters Score -510574.9 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -511245.593750 Penalty: 871.253967
	Iteration 6F: 3 clusters Score -511245.6 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -511534.250000 Penalty: 871.253967
	Iteration 7Q: 3 clusters Score -511534.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -511660.812500 Penalty: 871.253967
	Iteration 8Q: 3 clusters Score -511660.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -511717.843750 Penalty: 871.253967
	Iteration 9Q: 3 clusters Score -511717.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -511747.906250 Penalty: 871.253967
	Iteration 10Q: 3 clusters Score -511747.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -511763.062500 Penalty: 871.253967
	Iteration 11Q: 3 clusters Score -511763.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -511773.093750 Penalty: 871.253967
	Iteration 12Q: 3 clusters Score -511773.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -511779.687500 Penalty: 871.253967
	Iteration 13Q: 3 clusters Score -511779.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -511786.000000 Penalty: 871.253967
	Iteration 14Q: 3 clusters Score -511786 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -511792.250000 Penalty: 871.253967
	Iteration 15Q: 3 clusters Score -511792.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -511793.343750 Penalty: 871.253967
	Iteration 16Q: 3 clusters Score -511793.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -511796.718750 Penalty: 871.253967
	Iteration 17Q: 3 clusters Score -511796.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -511798.531250 Penalty: 871.253967
	Iteration 18Q: 3 clusters Score -511798.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -511799.968750 Penalty: 871.253967
	Iteration 19Q: 3 clusters Score -511800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -511799.750000 Penalty: 871.253967
	Iteration 20F: 3 clusters Score -511799.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -511800.531250 Penalty: 871.253967
	Iteration 21Q: 3 clusters Score -511800.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -511801.093750 Penalty: 871.253967
	Iteration 22Q: 3 clusters Score -511801.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -511803.875000 Penalty: 871.253967
	Iteration 23Q: 3 clusters Score -511803.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -511804.406250 Penalty: 871.253967
	Iteration 24Q: 3 clusters Score -511804.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -511805.250000 Penalty: 871.253967
	Iteration 25Q: 3 clusters Score -511805.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -511804.875000 Penalty: 871.253967
	Iteration 26Q: 3 clusters Score -511804.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -511804.125000 Penalty: 871.253967
	Iteration 27Q: 3 clusters Score -511804.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -511804.125000 Penalty: 871.253967
	Iteration 28Q: 3 clusters Score -511804.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -511805.250000 Penalty: 871.253967
	Iteration 29Q: 3 clusters Score -511805.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -511804.687500 Penalty: 871.253967
	Iteration 30Q: 3 clusters Score -511804.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -511805.468750 Penalty: 871.253967
	Iteration 31Q: 3 clusters Score -511805.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -511805.781250 Penalty: 871.253967
	Iteration 32Q: 3 clusters Score -511805.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -511805.906250 Penalty: 871.253967
	Iteration 33Q: 3 clusters Score -511805.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -511806.000000 Penalty: 871.253967
	Iteration 34Q: 3 clusters Score -511806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -511806.937500 Penalty: 871.253967
	Iteration 35Q: 3 clusters Score -511806.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -511806.250000 Penalty: 871.253967
	Iteration 36Q: 3 clusters Score -511806.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -511806.437500 Penalty: 871.253967
	Iteration 37Q: 3 clusters Score -511806.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -511807.312500 Penalty: 871.253967
	Iteration 38Q: 3 clusters Score -511807.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -511808.781250 Penalty: 871.253967
	Iteration 39Q: 3 clusters Score -511808.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -511808.093750 Penalty: 871.253967
	Iteration 40F: 3 clusters Score -511808.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -511809.000000 Penalty: 871.253967
	Iteration 41Q: 3 clusters Score -511809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -511808.625000 Penalty: 871.253967
	Iteration 42Q: 3 clusters Score -511808.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -511808.593750 Penalty: 871.253967
	Iteration 43Q: 3 clusters Score -511808.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -511808.031250 Penalty: 871.253967
	Iteration 44Q: 3 clusters Score -511808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -511808.031250 Penalty: 871.253967
	Iteration 45F: 3 clusters Score -511808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Entering Unmasked Estep 
Score: -136335.953125 Penalty: 374.612305
	Iteration 0F: 2 clusters Score -136336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -133750.000000 Penalty: 749.224609
	Iteration 0F: 3 clusters Score -133750 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -134757.750000 Penalty: 749.224609
	Iteration 1F: 3 clusters Score -134757.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -134868.703125 Penalty: 749.224609
	Iteration 2F: 3 clusters Score -134868.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -134991.812500 Penalty: 749.224609
	Iteration 3F: 3 clusters Score -134991.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -135169.937500 Penalty: 749.224609
	Iteration 4F: 3 clusters Score -135169.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -135376.984375 Penalty: 749.224609
	Iteration 5F: 3 clusters Score -135377 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -135582.656250 Penalty: 749.224609
	Iteration 6F: 3 clusters Score -135582.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -135762.218750 Penalty: 749.224609
	Iteration 7Q: 3 clusters Score -135762.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -135868.109375 Penalty: 749.224609
	Iteration 8Q: 3 clusters Score -135868.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -135924.687500 Penalty: 749.224609
	Iteration 9Q: 3 clusters Score -135924.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -135960.625000 Penalty: 749.224609
	Iteration 10Q: 3 clusters Score -135960.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -135976.390625 Penalty: 749.224609
	Iteration 11Q: 3 clusters Score -135976.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -135986.343750 Penalty: 749.224609
	Iteration 12Q: 3 clusters Score -135986.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -135994.984375 Penalty: 749.224609
	Iteration 13Q: 3 clusters Score -135995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -136000.656250 Penalty: 749.224609
	Iteration 14Q: 3 clusters Score -136000.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -136003.937500 Penalty: 749.224609
	Iteration 15Q: 3 clusters Score -136003.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -136006.265625 Penalty: 749.224609
	Iteration 16Q: 3 clusters Score -136006.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -136008.703125 Penalty: 749.224609
	Iteration 17Q: 3 clusters Score -136008.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -136010.906250 Penalty: 749.224609
	Iteration 18Q: 3 clusters Score -136010.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -136013.828125 Penalty: 749.224609
	Iteration 19Q: 3 clusters Score -136013.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -136019.687500 Penalty: 749.224609
	Iteration 20F: 3 clusters Score -136019.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -136023.140625 Penalty: 749.224609
	Iteration 21Q: 3 clusters Score -136023.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -136026.187500 Penalty: 749.224609
	Iteration 22Q: 3 clusters Score -136026.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -136026.187500 Penalty: 749.224609
	Iteration 23F: 3 clusters Score -136026.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 469897 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 488709 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 8068 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 25138 members 
Mstep: Class 12 contains 13435 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 14 contains 12463 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 7500 members 
Mstep: Class 17 contains 114044 members 
Mstep: Class 18 contains 1583 members 
Mstep: Class 19 contains 11049 members 
Mstep: Class 20 contains 1793 members 
Mstep: Class 21 contains 19538 members 
Mstep: Class 22 contains 14389 members 
Mstep: Class 23 contains 3764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50321316.000000 Penalty: 23166.837891
Iteration 79Q: 37 clusters Score -5.032132e+07 nChanged 12396
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 473132 members 
Mstep: Class 3 contains 8052 members 
Mstep: Class 4 contains 717 members 
Mstep: Class 5 contains 489187 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 8170 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 2795 members 
Mstep: Class 10 contains 1814 members 
Mstep: Class 11 contains 25792 members 
Mstep: Class 12 contains 13443 members 
Mstep: Class 13 contains 1657 members 
Mstep: Class 14 contains 12758 members 
Mstep: Class 15 contains 1218 members 
Mstep: Class 16 contains 7557 members 
Mstep: Class 17 contains 113914 members 
Mstep: Class 18 contains 1702 members 
Mstep: Class 19 contains 11225 members 
Mstep: Class 20 contains 1995 members 
Mstep: Class 21 contains 19571 members 
Mstep: Class 22 contains 14419 members 
Mstep: Class 23 contains 3775 members 
Mstep: Class 24 contains 1269 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 6018 members 
Mstep: Class 27 contains 413 members 
Mstep: Class 28 contains 100397 members 
Mstep: Class 29 contains 4526 members 
Mstep: Class 30 contains 11172 members 
Mstep: Class 31 contains 607 members 
Mstep: Class 32 contains 11461 members 
Mstep: Class 33 contains 6043 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 3332 members 
Mstep: Class 36 contains 22808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50326688.000000 Penalty: 23166.837891
Iteration 80F: 37 clusters Score -5.032669e+07 nChanged 12302
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 475851 members 
Mstep: Class 3 contains 7994 members 
Mstep: Class 4 contains 657 members 
Mstep: Class 5 contains 487758 members 
Mstep: Class 6 contains 834 members 
Mstep: Class 7 contains 8110 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 1968 members 
Mstep: Class 11 contains 25535 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 12892 members 
Mstep: Class 15 contains 1229 members 
Mstep: Class 16 contains 7617 members 
Mstep: Class 17 contains 113046 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 11228 members 
Mstep: Class 20 contains 2140 members 
Mstep: Class 21 contains 19513 members 
Mstep: Class 22 contains 14342 members 
Mstep: Class 23 contains 3686 members 
Mstep: Class 24 contains 1448 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 96820 members 
Mstep: Class 29 contains 4561 members 
Mstep: Class 30 contains 12344 members 
Mstep: Class 31 contains 655 members 
Mstep: Class 32 contains 11728 members 
Mstep: Class 33 contains 6579 members 
Mstep: Class 34 contains 1602 members 
Mstep: Class 35 contains 3649 members 
Mstep: Class 36 contains 23060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50330660.000000 Penalty: 23166.837891
Iteration 81Q: 37 clusters Score -5.033066e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 478524 members 
Mstep: Class 3 contains 7972 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 486726 members 
Mstep: Class 6 contains 846 members 
Mstep: Class 7 contains 8079 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 2079 members 
Mstep: Class 11 contains 25221 members 
Mstep: Class 12 contains 13177 members 
Mstep: Class 13 contains 2310 members 
Mstep: Class 14 contains 12975 members 
Mstep: Class 15 contains 1277 members 
Mstep: Class 16 contains 7744 members 
Mstep: Class 17 contains 112296 members 
Mstep: Class 18 contains 1766 members 
Mstep: Class 19 contains 11273 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 19429 members 
Mstep: Class 22 contains 14329 members 
Mstep: Class 23 contains 3623 members 
Mstep: Class 24 contains 1656 members 
Mstep: Class 25 contains 794 members 
Mstep: Class 26 contains 6270 members 
Mstep: Class 27 contains 432 members 
Mstep: Class 28 contains 93542 members 
Mstep: Class 29 contains 4633 members 
Mstep: Class 30 contains 13283 members 
Mstep: Class 31 contains 679 members 
Mstep: Class 32 contains 11846 members 
Mstep: Class 33 contains 6872 members 
Mstep: Class 34 contains 1624 members 
Mstep: Class 35 contains 3848 members 
Mstep: Class 36 contains 23199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50333232.000000 Penalty: 23166.837891
Iteration 82Q: 37 clusters Score -5.033323e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 481216 members 
Mstep: Class 3 contains 7947 members 
Mstep: Class 4 contains 594 members 
Mstep: Class 5 contains 485826 members 
Mstep: Class 6 contains 857 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3022 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 24838 members 
Mstep: Class 12 contains 13083 members 
Mstep: Class 13 contains 2572 members 
Mstep: Class 14 contains 13002 members 
Mstep: Class 15 contains 1330 members 
Mstep: Class 16 contains 7879 members 
Mstep: Class 17 contains 111591 members 
Mstep: Class 18 contains 1790 members 
Mstep: Class 19 contains 11331 members 
Mstep: Class 20 contains 2444 members 
Mstep: Class 21 contains 19357 members 
Mstep: Class 22 contains 14343 members 
Mstep: Class 23 contains 3579 members 
Mstep: Class 24 contains 1897 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 6361 members 
Mstep: Class 27 contains 442 members 
Mstep: Class 28 contains 90385 members 
Mstep: Class 29 contains 4707 members 
Mstep: Class 30 contains 14160 members 
Mstep: Class 31 contains 694 members 
Mstep: Class 32 contains 11948 members 
Mstep: Class 33 contains 7077 members 
Mstep: Class 34 contains 1643 members 
Mstep: Class 35 contains 4015 members 
Mstep: Class 36 contains 23312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50335236.000000 Penalty: 23166.837891
Iteration 83Q: 37 clusters Score -5.033524e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 483699 members 
Mstep: Class 3 contains 7924 members 
Mstep: Class 4 contains 583 members 
Mstep: Class 5 contains 485121 members 
Mstep: Class 6 contains 865 members 
Mstep: Class 7 contains 8068 members 
Mstep: Class 8 contains 547 members 
Mstep: Class 9 contains 3069 members 
Mstep: Class 10 contains 2141 members 
Mstep: Class 11 contains 24441 members 
Mstep: Class 12 contains 13015 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 13012 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 8037 members 
Mstep: Class 17 contains 111004 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 19313 members 
Mstep: Class 22 contains 14379 members 
Mstep: Class 23 contains 3544 members 
Mstep: Class 24 contains 2102 members 
Mstep: Class 25 contains 784 members 
Mstep: Class 26 contains 6460 members 
Mstep: Class 27 contains 457 members 
Mstep: Class 28 contains 87427 members 
Mstep: Class 29 contains 4757 members 
Mstep: Class 30 contains 14899 members 
Mstep: Class 31 contains 706 members 
Mstep: Class 32 contains 12049 members 
Mstep: Class 33 contains 7215 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 4133 members 
Mstep: Class 36 contains 23410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50336836.000000 Penalty: 23166.837891
Iteration 84Q: 37 clusters Score -5.033684e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 486094 members 
Mstep: Class 3 contains 7899 members 
Mstep: Class 4 contains 574 members 
Mstep: Class 5 contains 484558 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 3128 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 24099 members 
Mstep: Class 12 contains 12964 members 
Mstep: Class 13 contains 3235 members 
Mstep: Class 14 contains 13019 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 8197 members 
Mstep: Class 17 contains 110511 members 
Mstep: Class 18 contains 1841 members 
Mstep: Class 19 contains 11430 members 
Mstep: Class 20 contains 2560 members 
Mstep: Class 21 contains 19299 members 
Mstep: Class 22 contains 14445 members 
Mstep: Class 23 contains 3518 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 6547 members 
Mstep: Class 27 contains 468 members 
Mstep: Class 28 contains 84558 members 
Mstep: Class 29 contains 4805 members 
Mstep: Class 30 contains 15471 members 
Mstep: Class 31 contains 711 members 
Mstep: Class 32 contains 12142 members 
Mstep: Class 33 contains 7326 members 
Mstep: Class 34 contains 1682 members 
Mstep: Class 35 contains 4230 members 
Mstep: Class 36 contains 23439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50338232.000000 Penalty: 23166.837891
Iteration 85Q: 37 clusters Score -5.033823e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 488365 members 
Mstep: Class 3 contains 7872 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 484157 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 8080 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 3170 members 
Mstep: Class 10 contains 2180 members 
Mstep: Class 11 contains 23793 members 
Mstep: Class 12 contains 12924 members 
Mstep: Class 13 contains 3538 members 
Mstep: Class 14 contains 13020 members 
Mstep: Class 15 contains 1433 members 
Mstep: Class 16 contains 8365 members 
Mstep: Class 17 contains 110062 members 
Mstep: Class 18 contains 1862 members 
Mstep: Class 19 contains 11470 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 19287 members 
Mstep: Class 22 contains 14530 members 
Mstep: Class 23 contains 3490 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 6621 members 
Mstep: Class 27 contains 479 members 
Mstep: Class 28 contains 81872 members 
Mstep: Class 29 contains 4837 members 
Mstep: Class 30 contains 15936 members 
Mstep: Class 31 contains 717 members 
Mstep: Class 32 contains 12212 members 
Mstep: Class 33 contains 7427 members 
Mstep: Class 34 contains 1689 members 
Mstep: Class 35 contains 4294 members 
Mstep: Class 36 contains 23469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50339236.000000 Penalty: 23166.837891
Iteration 86Q: 37 clusters Score -5.033924e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 490654 members 
Mstep: Class 3 contains 7853 members 
Mstep: Class 4 contains 556 members 
Mstep: Class 5 contains 483800 members 
Mstep: Class 6 contains 879 members 
Mstep: Class 7 contains 8095 members 
Mstep: Class 8 contains 527 members 
Mstep: Class 9 contains 3191 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 23514 members 
Mstep: Class 12 contains 12885 members 
Mstep: Class 13 contains 3837 members 
Mstep: Class 14 contains 13016 members 
Mstep: Class 15 contains 1457 members 
Mstep: Class 16 contains 8512 members 
Mstep: Class 17 contains 109694 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 11480 members 
Mstep: Class 20 contains 2610 members 
Mstep: Class 21 contains 19251 members 
Mstep: Class 22 contains 14597 members 
Mstep: Class 23 contains 3470 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 795 members 
Mstep: Class 26 contains 6698 members 
Mstep: Class 27 contains 490 members 
Mstep: Class 28 contains 79279 members 
Mstep: Class 29 contains 4861 members 
Mstep: Class 30 contains 16330 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 12274 members 
Mstep: Class 33 contains 7510 members 
Mstep: Class 34 contains 1691 members 
Mstep: Class 35 contains 4348 members 
Mstep: Class 36 contains 23474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50340364.000000 Penalty: 23166.837891
Iteration 87Q: 37 clusters Score -5.034036e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 492837 members 
Mstep: Class 3 contains 7836 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 483513 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 8102 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 3206 members 
Mstep: Class 10 contains 2291 members 
Mstep: Class 11 contains 23277 members 
Mstep: Class 12 contains 12854 members 
Mstep: Class 13 contains 4144 members 
Mstep: Class 14 contains 13012 members 
Mstep: Class 15 contains 1482 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 109405 members 
Mstep: Class 18 contains 1906 members 
Mstep: Class 19 contains 11496 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 19218 members 
Mstep: Class 22 contains 14658 members 
Mstep: Class 23 contains 3454 members 
Mstep: Class 24 contains 2425 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 6771 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 76710 members 
Mstep: Class 29 contains 4886 members 
Mstep: Class 30 contains 16611 members 
Mstep: Class 31 contains 721 members 
Mstep: Class 32 contains 12316 members 
Mstep: Class 33 contains 7583 members 
Mstep: Class 34 contains 1698 members 
Mstep: Class 35 contains 4396 members 
Mstep: Class 36 contains 23462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50341296.000000 Penalty: 23166.837891
Iteration 88Q: 37 clusters Score -5.03413e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 494968 members 
Mstep: Class 3 contains 7831 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 483263 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 8123 members 
Mstep: Class 8 contains 525 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 2365 members 
Mstep: Class 11 contains 23071 members 
Mstep: Class 12 contains 12824 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 13004 members 
Mstep: Class 15 contains 1498 members 
Mstep: Class 16 contains 8834 members 
Mstep: Class 17 contains 109142 members 
Mstep: Class 18 contains 1932 members 
Mstep: Class 19 contains 11528 members 
Mstep: Class 20 contains 2631 members 
Mstep: Class 21 contains 19177 members 
Mstep: Class 22 contains 14703 members 
Mstep: Class 23 contains 3441 members 
Mstep: Class 24 contains 2449 members 
Mstep: Class 25 contains 800 members 
Mstep: Class 26 contains 6830 members 
Mstep: Class 27 contains 509 members 
Mstep: Class 28 contains 74283 members 
Mstep: Class 29 contains 4909 members 
Mstep: Class 30 contains 16842 members 
Mstep: Class 31 contains 724 members 
Mstep: Class 32 contains 12363 members 
Mstep: Class 33 contains 7642 members 
Mstep: Class 34 contains 1706 members 
Mstep: Class 35 contains 4440 members 
Mstep: Class 36 contains 23429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50341936.000000 Penalty: 23166.837891
Iteration 89Q: 37 clusters Score -5.034194e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 496937 members 
Mstep: Class 3 contains 7823 members 
Mstep: Class 4 contains 524 members 
Mstep: Class 5 contains 483033 members 
Mstep: Class 6 contains 879 members 
Mstep: Class 7 contains 8132 members 
Mstep: Class 8 contains 524 members 
Mstep: Class 9 contains 3238 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 22887 members 
Mstep: Class 12 contains 12808 members 
Mstep: Class 13 contains 4631 members 
Mstep: Class 14 contains 12962 members 
Mstep: Class 15 contains 1512 members 
Mstep: Class 16 contains 8982 members 
Mstep: Class 17 contains 108892 members 
Mstep: Class 18 contains 1971 members 
Mstep: Class 19 contains 11555 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 19142 members 
Mstep: Class 22 contains 14745 members 
Mstep: Class 23 contains 3436 members 
Mstep: Class 24 contains 2454 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 6898 members 
Mstep: Class 27 contains 522 members 
Mstep: Class 28 contains 72051 members 
Mstep: Class 29 contains 4923 members 
Mstep: Class 30 contains 17044 members 
Mstep: Class 31 contains 730 members 
Mstep: Class 32 contains 12406 members 
Mstep: Class 33 contains 7708 members 
Mstep: Class 34 contains 1719 members 
Mstep: Class 35 contains 4472 members 
Mstep: Class 36 contains 23415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50342568.000000 Penalty: 23166.837891
Iteration 90Q: 37 clusters Score -5.034257e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 498739 members 
Mstep: Class 3 contains 7824 members 
Mstep: Class 4 contains 504 members 
Mstep: Class 5 contains 482882 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 8140 members 
Mstep: Class 8 contains 525 members 
Mstep: Class 9 contains 3259 members 
Mstep: Class 10 contains 2585 members 
Mstep: Class 11 contains 22665 members 
Mstep: Class 12 contains 12788 members 
Mstep: Class 13 contains 4838 members 
Mstep: Class 14 contains 12916 members 
Mstep: Class 15 contains 1523 members 
Mstep: Class 16 contains 9123 members 
Mstep: Class 17 contains 108666 members 
Mstep: Class 18 contains 2009 members 
Mstep: Class 19 contains 11600 members 
Mstep: Class 20 contains 2647 members 
Mstep: Class 21 contains 19136 members 
Mstep: Class 22 contains 14764 members 
Mstep: Class 23 contains 3435 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 807 members 
Mstep: Class 26 contains 6957 members 
Mstep: Class 27 contains 529 members 
Mstep: Class 28 contains 69937 members 
Mstep: Class 29 contains 4936 members 
Mstep: Class 30 contains 17203 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 12453 members 
Mstep: Class 33 contains 7775 members 
Mstep: Class 34 contains 1736 members 
Mstep: Class 35 contains 4509 members 
Mstep: Class 36 contains 23404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50343312.000000 Penalty: 23166.837891
Iteration 91Q: 37 clusters Score -5.034331e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 500555 members 
Mstep: Class 3 contains 7825 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 482757 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 8130 members 
Mstep: Class 8 contains 524 members 
Mstep: Class 9 contains 3272 members 
Mstep: Class 10 contains 2735 members 
Mstep: Class 11 contains 22438 members 
Mstep: Class 12 contains 12773 members 
Mstep: Class 13 contains 4991 members 
Mstep: Class 14 contains 12869 members 
Mstep: Class 15 contains 1535 members 
Mstep: Class 16 contains 9276 members 
Mstep: Class 17 contains 108453 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 11642 members 
Mstep: Class 20 contains 2660 members 
Mstep: Class 21 contains 19083 members 
Mstep: Class 22 contains 14777 members 
Mstep: Class 23 contains 3431 members 
Mstep: Class 24 contains 2460 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 7024 members 
Mstep: Class 27 contains 535 members 
Mstep: Class 28 contains 67873 members 
Mstep: Class 29 contains 4953 members 
Mstep: Class 30 contains 17354 members 
Mstep: Class 31 contains 750 members 
Mstep: Class 32 contains 12494 members 
Mstep: Class 33 contains 7829 members 
Mstep: Class 34 contains 1747 members 
Mstep: Class 35 contains 4537 members 
Mstep: Class 36 contains 23383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50344072.000000 Penalty: 23166.837891
Iteration 92Q: 37 clusters Score -5.034407e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 502297 members 
Mstep: Class 3 contains 7827 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 482660 members 
Mstep: Class 6 contains 883 members 
Mstep: Class 7 contains 8127 members 
Mstep: Class 8 contains 523 members 
Mstep: Class 9 contains 3277 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 22220 members 
Mstep: Class 12 contains 12757 members 
Mstep: Class 13 contains 5143 members 
Mstep: Class 14 contains 12822 members 
Mstep: Class 15 contains 1540 members 
Mstep: Class 16 contains 9432 members 
Mstep: Class 17 contains 108274 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 11678 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 19030 members 
Mstep: Class 22 contains 14782 members 
Mstep: Class 23 contains 3421 members 
Mstep: Class 24 contains 2463 members 
Mstep: Class 25 contains 801 members 
Mstep: Class 26 contains 7082 members 
Mstep: Class 27 contains 541 members 
Mstep: Class 28 contains 65875 members 
Mstep: Class 29 contains 4971 members 
Mstep: Class 30 contains 17491 members 
Mstep: Class 31 contains 763 members 
Mstep: Class 32 contains 12535 members 
Mstep: Class 33 contains 7872 members 
Mstep: Class 34 contains 1757 members 
Mstep: Class 35 contains 4555 members 
Mstep: Class 36 contains 23366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50344496.000000 Penalty: 23166.837891
Iteration 93Q: 37 clusters Score -5.03445e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 503964 members 
Mstep: Class 3 contains 7833 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 482604 members 
Mstep: Class 6 contains 882 members 
Mstep: Class 7 contains 8136 members 
Mstep: Class 8 contains 522 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 3036 members 
Mstep: Class 11 contains 21993 members 
Mstep: Class 12 contains 12739 members 
Mstep: Class 13 contains 5288 members 
Mstep: Class 14 contains 12790 members 
Mstep: Class 15 contains 1544 members 
Mstep: Class 16 contains 9590 members 
Mstep: Class 17 contains 108098 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 11722 members 
Mstep: Class 20 contains 2678 members 
Mstep: Class 21 contains 18960 members 
Mstep: Class 22 contains 14770 members 
Mstep: Class 23 contains 3410 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 801 members 
Mstep: Class 26 contains 7128 members 
Mstep: Class 27 contains 548 members 
Mstep: Class 28 contains 63944 members 
Mstep: Class 29 contains 4995 members 
Mstep: Class 30 contains 17608 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 12568 members 
Mstep: Class 33 contains 7919 members 
Mstep: Class 34 contains 1762 members 
Mstep: Class 35 contains 4578 members 
Mstep: Class 36 contains 23329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50345308.000000 Penalty: 23166.837891
Iteration 94Q: 37 clusters Score -5.034531e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 505556 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 482552 members 
Mstep: Class 6 contains 877 members 
Mstep: Class 7 contains 8137 members 
Mstep: Class 8 contains 522 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 3158 members 
Mstep: Class 11 contains 21784 members 
Mstep: Class 12 contains 12727 members 
Mstep: Class 13 contains 5405 members 
Mstep: Class 14 contains 12781 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 9757 members 
Mstep: Class 17 contains 107940 members 
Mstep: Class 18 contains 2218 members 
Mstep: Class 19 contains 11756 members 
Mstep: Class 20 contains 2694 members 
Mstep: Class 21 contains 18860 members 
Mstep: Class 22 contains 14773 members 
Mstep: Class 23 contains 3392 members 
Mstep: Class 24 contains 2452 members 
Mstep: Class 25 contains 801 members 
Mstep: Class 26 contains 7173 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 62140 members 
Mstep: Class 29 contains 5012 members 
Mstep: Class 30 contains 17709 members 
Mstep: Class 31 contains 791 members 
Mstep: Class 32 contains 12589 members 
Mstep: Class 33 contains 7964 members 
Mstep: Class 34 contains 1766 members 
Mstep: Class 35 contains 4596 members 
Mstep: Class 36 contains 23297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50345552.000000 Penalty: 23166.837891
Iteration 95Q: 37 clusters Score -5.034555e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 507130 members 
Mstep: Class 3 contains 7855 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 482527 members 
Mstep: Class 6 contains 876 members 
Mstep: Class 7 contains 8138 members 
Mstep: Class 8 contains 522 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 3253 members 
Mstep: Class 11 contains 21541 members 
Mstep: Class 12 contains 12713 members 
Mstep: Class 13 contains 5493 members 
Mstep: Class 14 contains 12764 members 
Mstep: Class 15 contains 1549 members 
Mstep: Class 16 contains 9945 members 
Mstep: Class 17 contains 107779 members 
Mstep: Class 18 contains 2260 members 
Mstep: Class 19 contains 11793 members 
Mstep: Class 20 contains 2701 members 
Mstep: Class 21 contains 18766 members 
Mstep: Class 22 contains 14774 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 2445 members 
Mstep: Class 25 contains 801 members 
Mstep: Class 26 contains 7208 members 
Mstep: Class 27 contains 554 members 
Mstep: Class 28 contains 60451 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 17791 members 
Mstep: Class 31 contains 796 members 
Mstep: Class 32 contains 12615 members 
Mstep: Class 33 contains 7999 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4614 members 
Mstep: Class 36 contains 23268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50345960.000000 Penalty: 23166.837891
Iteration 96Q: 37 clusters Score -5.034596e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 508699 members 
Mstep: Class 3 contains 7872 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 482504 members 
Mstep: Class 6 contains 875 members 
Mstep: Class 7 contains 8136 members 
Mstep: Class 8 contains 522 members 
Mstep: Class 9 contains 3299 members 
Mstep: Class 10 contains 3279 members 
Mstep: Class 11 contains 21317 members 
Mstep: Class 12 contains 12702 members 
Mstep: Class 13 contains 5573 members 
Mstep: Class 14 contains 12730 members 
Mstep: Class 15 contains 1550 members 
Mstep: Class 16 contains 10149 members 
Mstep: Class 17 contains 107643 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 11819 members 
Mstep: Class 20 contains 2706 members 
Mstep: Class 21 contains 18672 members 
Mstep: Class 22 contains 14773 members 
Mstep: Class 23 contains 3386 members 
Mstep: Class 24 contains 2434 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 7234 members 
Mstep: Class 27 contains 557 members 
Mstep: Class 28 contains 58862 members 
Mstep: Class 29 contains 5051 members 
Mstep: Class 30 contains 17860 members 
Mstep: Class 31 contains 801 members 
Mstep: Class 32 contains 12635 members 
Mstep: Class 33 contains 8028 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 4629 members 
Mstep: Class 36 contains 23227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50346176.000000 Penalty: 23166.837891
Iteration 97Q: 37 clusters Score -5.034618e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 510140 members 
Mstep: Class 3 contains 7899 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 482465 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 8132 members 
Mstep: Class 8 contains 522 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 21070 members 
Mstep: Class 12 contains 12702 members 
Mstep: Class 13 contains 5635 members 
Mstep: Class 14 contains 12699 members 
Mstep: Class 15 contains 1552 members 
Mstep: Class 16 contains 10361 members 
Mstep: Class 17 contains 107543 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 11835 members 
Mstep: Class 20 contains 2714 members 
Mstep: Class 21 contains 18598 members 
Mstep: Class 22 contains 14763 members 
Mstep: Class 23 contains 3376 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 805 members 
Mstep: Class 26 contains 7254 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 57429 members 
Mstep: Class 29 contains 5061 members 
Mstep: Class 30 contains 17928 members 
Mstep: Class 31 contains 806 members 
Mstep: Class 32 contains 12658 members 
Mstep: Class 33 contains 8056 members 
Mstep: Class 34 contains 1782 members 
Mstep: Class 35 contains 4630 members 
Mstep: Class 36 contains 23181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50346496.000000 Penalty: 23166.837891
Iteration 98Q: 37 clusters Score -5.03465e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 511486 members 
Mstep: Class 3 contains 7923 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 482421 members 
Mstep: Class 6 contains 875 members 
Mstep: Class 7 contains 8120 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 3319 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 20821 members 
Mstep: Class 12 contains 12706 members 
Mstep: Class 13 contains 5678 members 
Mstep: Class 14 contains 12680 members 
Mstep: Class 15 contains 1553 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 107474 members 
Mstep: Class 18 contains 2411 members 
Mstep: Class 19 contains 11851 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 18546 members 
Mstep: Class 22 contains 14761 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 2410 members 
Mstep: Class 25 contains 805 members 
Mstep: Class 26 contains 7281 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 56091 members 
Mstep: Class 29 contains 5080 members 
Mstep: Class 30 contains 17973 members 
Mstep: Class 31 contains 809 members 
Mstep: Class 32 contains 12673 members 
Mstep: Class 33 contains 8076 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 4637 members 
Mstep: Class 36 contains 23154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50346916.000000 Penalty: 23166.837891
Iteration 99Q: 37 clusters Score -5.034692e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 512748 members 
Mstep: Class 3 contains 7945 members 
Mstep: Class 4 contains 466 members 
Mstep: Class 5 contains 482402 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 8105 members 
Mstep: Class 8 contains 520 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 3308 members 
Mstep: Class 11 contains 20622 members 
Mstep: Class 12 contains 12702 members 
Mstep: Class 13 contains 5712 members 
Mstep: Class 14 contains 12655 members 
Mstep: Class 15 contains 1554 members 
Mstep: Class 16 contains 10683 members 
Mstep: Class 17 contains 107385 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 11874 members 
Mstep: Class 20 contains 2730 members 
Mstep: Class 21 contains 18518 members 
Mstep: Class 22 contains 14759 members 
Mstep: Class 23 contains 3365 members 
Mstep: Class 24 contains 2401 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 7303 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 54807 members 
Mstep: Class 29 contains 5087 members 
Mstep: Class 30 contains 18014 members 
Mstep: Class 31 contains 814 members 
Mstep: Class 32 contains 12687 members 
Mstep: Class 33 contains 8094 members 
Mstep: Class 34 contains 1791 members 
Mstep: Class 35 contains 4649 members 
Mstep: Class 36 contains 23134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50348132.000000 Penalty: 23166.837891
Iteration 100F: 37 clusters Score -5.034813e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 513845 members 
Mstep: Class 3 contains 7960 members 
Mstep: Class 4 contains 458 members 
Mstep: Class 5 contains 482373 members 
Mstep: Class 6 contains 873 members 
Mstep: Class 7 contains 8082 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 3536 members 
Mstep: Class 11 contains 20244 members 
Mstep: Class 12 contains 12684 members 
Mstep: Class 13 contains 5953 members 
Mstep: Class 14 contains 12608 members 
Mstep: Class 15 contains 1559 members 
Mstep: Class 16 contains 10972 members 
Mstep: Class 17 contains 107308 members 
Mstep: Class 18 contains 2522 members 
Mstep: Class 19 contains 11882 members 
Mstep: Class 20 contains 2738 members 
Mstep: Class 21 contains 18497 members 
Mstep: Class 22 contains 14747 members 
Mstep: Class 23 contains 3360 members 
Mstep: Class 24 contains 2539 members 
Mstep: Class 25 contains 807 members 
Mstep: Class 26 contains 7319 members 
Mstep: Class 27 contains 569 members 
Mstep: Class 28 contains 53330 members 
Mstep: Class 29 contains 5002 members 
Mstep: Class 30 contains 18066 members 
Mstep: Class 31 contains 836 members 
Mstep: Class 32 contains 12690 members 
Mstep: Class 33 contains 8107 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 4665 members 
Mstep: Class 36 contains 23101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50349076.000000 Penalty: 23166.837891
Iteration 101Q: 37 clusters Score -5.034908e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 515020 members 
Mstep: Class 3 contains 7983 members 
Mstep: Class 4 contains 454 members 
Mstep: Class 5 contains 482313 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 3712 members 
Mstep: Class 11 contains 20018 members 
Mstep: Class 12 contains 12661 members 
Mstep: Class 13 contains 6143 members 
Mstep: Class 14 contains 12547 members 
Mstep: Class 15 contains 1566 members 
Mstep: Class 16 contains 11222 members 
Mstep: Class 17 contains 107184 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 11882 members 
Mstep: Class 20 contains 2740 members 
Mstep: Class 21 contains 18450 members 
Mstep: Class 22 contains 14746 members 
Mstep: Class 23 contains 3348 members 
Mstep: Class 24 contains 2619 members 
Mstep: Class 25 contains 807 members 
Mstep: Class 26 contains 7340 members 
Mstep: Class 27 contains 569 members 
Mstep: Class 28 contains 51911 members 
Mstep: Class 29 contains 4939 members 
Mstep: Class 30 contains 18108 members 
Mstep: Class 31 contains 852 members 
Mstep: Class 32 contains 12699 members 
Mstep: Class 33 contains 8125 members 
Mstep: Class 34 contains 1788 members 
Mstep: Class 35 contains 4684 members 
Mstep: Class 36 contains 23083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50349912.000000 Penalty: 23166.837891
Iteration 102Q: 37 clusters Score -5.034991e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 516130 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 454 members 
Mstep: Class 5 contains 482241 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 8002 members 
Mstep: Class 8 contains 512 members 
Mstep: Class 9 contains 3318 members 
Mstep: Class 10 contains 3895 members 
Mstep: Class 11 contains 19817 members 
Mstep: Class 12 contains 12635 members 
Mstep: Class 13 contains 6318 members 
Mstep: Class 14 contains 12498 members 
Mstep: Class 15 contains 1573 members 
Mstep: Class 16 contains 11470 members 
Mstep: Class 17 contains 107066 members 
Mstep: Class 18 contains 2647 members 
Mstep: Class 19 contains 11879 members 
Mstep: Class 20 contains 2746 members 
Mstep: Class 21 contains 18414 members 
Mstep: Class 22 contains 14732 members 
Mstep: Class 23 contains 3346 members 
Mstep: Class 24 contains 2674 members 
Mstep: Class 25 contains 808 members 
Mstep: Class 26 contains 7369 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 50539 members 
Mstep: Class 29 contains 4878 members 
Mstep: Class 30 contains 18151 members 
Mstep: Class 31 contains 861 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 8136 members 
Mstep: Class 34 contains 1788 members 
Mstep: Class 35 contains 4711 members 
Mstep: Class 36 contains 23055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50350528.000000 Penalty: 23166.837891
Iteration 103Q: 37 clusters Score -5.035053e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 517237 members 
Mstep: Class 3 contains 8053 members 
Mstep: Class 4 contains 451 members 
Mstep: Class 5 contains 482155 members 
Mstep: Class 6 contains 860 members 
Mstep: Class 7 contains 7981 members 
Mstep: Class 8 contains 509 members 
Mstep: Class 9 contains 3317 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 19616 members 
Mstep: Class 12 contains 12607 members 
Mstep: Class 13 contains 6462 members 
Mstep: Class 14 contains 12451 members 
Mstep: Class 15 contains 1576 members 
Mstep: Class 16 contains 11684 members 
Mstep: Class 17 contains 106960 members 
Mstep: Class 18 contains 2704 members 
Mstep: Class 19 contains 11858 members 
Mstep: Class 20 contains 2749 members 
Mstep: Class 21 contains 18385 members 
Mstep: Class 22 contains 14729 members 
Mstep: Class 23 contains 3348 members 
Mstep: Class 24 contains 2737 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 7395 members 
Mstep: Class 27 contains 571 members 
Mstep: Class 28 contains 49247 members 
Mstep: Class 29 contains 4818 members 
Mstep: Class 30 contains 18190 members 
Mstep: Class 31 contains 872 members 
Mstep: Class 32 contains 12711 members 
Mstep: Class 33 contains 8137 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4742 members 
Mstep: Class 36 contains 23022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50351420.000000 Penalty: 23166.837891
Iteration 104Q: 37 clusters Score -5.035142e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 518230 members 
Mstep: Class 3 contains 8083 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 482086 members 
Mstep: Class 6 contains 859 members 
Mstep: Class 7 contains 7964 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 19453 members 
Mstep: Class 12 contains 12577 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 12408 members 
Mstep: Class 15 contains 1580 members 
Mstep: Class 16 contains 11895 members 
Mstep: Class 17 contains 106860 members 
Mstep: Class 18 contains 2763 members 
Mstep: Class 19 contains 11841 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 18370 members 
Mstep: Class 22 contains 14720 members 
Mstep: Class 23 contains 3354 members 
Mstep: Class 24 contains 2803 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 7413 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 48000 members 
Mstep: Class 29 contains 4774 members 
Mstep: Class 30 contains 18220 members 
Mstep: Class 31 contains 887 members 
Mstep: Class 32 contains 12720 members 
Mstep: Class 33 contains 8133 members 
Mstep: Class 34 contains 1785 members 
Mstep: Class 35 contains 4772 members 
Mstep: Class 36 contains 22999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50352168.000000 Penalty: 23166.837891
Iteration 105Q: 37 clusters Score -5.035217e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 519182 members 
Mstep: Class 3 contains 8110 members 
Mstep: Class 4 contains 434 members 
Mstep: Class 5 contains 482056 members 
Mstep: Class 6 contains 855 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 501 members 
Mstep: Class 9 contains 3284 members 
Mstep: Class 10 contains 4422 members 
Mstep: Class 11 contains 19317 members 
Mstep: Class 12 contains 12541 members 
Mstep: Class 13 contains 6702 members 
Mstep: Class 14 contains 12371 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 12097 members 
Mstep: Class 17 contains 106750 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 11820 members 
Mstep: Class 20 contains 2770 members 
Mstep: Class 21 contains 18353 members 
Mstep: Class 22 contains 14704 members 
Mstep: Class 23 contains 3356 members 
Mstep: Class 24 contains 2864 members 
Mstep: Class 25 contains 805 members 
Mstep: Class 26 contains 7433 members 
Mstep: Class 27 contains 573 members 
Mstep: Class 28 contains 46783 members 
Mstep: Class 29 contains 4724 members 
Mstep: Class 30 contains 18236 members 
Mstep: Class 31 contains 906 members 
Mstep: Class 32 contains 12725 members 
Mstep: Class 33 contains 8133 members 
Mstep: Class 34 contains 1780 members 
Mstep: Class 35 contains 4809 members 
Mstep: Class 36 contains 22988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50353052.000000 Penalty: 23166.837891
Iteration 106Q: 37 clusters Score -5.035305e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 520130 members 
Mstep: Class 3 contains 8131 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 482001 members 
Mstep: Class 6 contains 851 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 3277 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 19226 members 
Mstep: Class 12 contains 12510 members 
Mstep: Class 13 contains 6801 members 
Mstep: Class 14 contains 12356 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 12262 members 
Mstep: Class 17 contains 106640 members 
Mstep: Class 18 contains 2858 members 
Mstep: Class 19 contains 11786 members 
Mstep: Class 20 contains 2775 members 
Mstep: Class 21 contains 18330 members 
Mstep: Class 22 contains 14681 members 
Mstep: Class 23 contains 3363 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 7451 members 
Mstep: Class 27 contains 575 members 
Mstep: Class 28 contains 45621 members 
Mstep: Class 29 contains 4675 members 
Mstep: Class 30 contains 18255 members 
Mstep: Class 31 contains 926 members 
Mstep: Class 32 contains 12728 members 
Mstep: Class 33 contains 8127 members 
Mstep: Class 34 contains 1777 members 
Mstep: Class 35 contains 4842 members 
Mstep: Class 36 contains 22991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50353596.000000 Penalty: 23166.837891
Iteration 107Q: 37 clusters Score -5.03536e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 521075 members 
Mstep: Class 3 contains 8157 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 481914 members 
Mstep: Class 6 contains 845 members 
Mstep: Class 7 contains 7840 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 3277 members 
Mstep: Class 10 contains 4773 members 
Mstep: Class 11 contains 19216 members 
Mstep: Class 12 contains 12486 members 
Mstep: Class 13 contains 6876 members 
Mstep: Class 14 contains 12336 members 
Mstep: Class 15 contains 1596 members 
Mstep: Class 16 contains 12380 members 
Mstep: Class 17 contains 106557 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 11758 members 
Mstep: Class 20 contains 2780 members 
Mstep: Class 21 contains 18299 members 
Mstep: Class 22 contains 14653 members 
Mstep: Class 23 contains 3364 members 
Mstep: Class 24 contains 2963 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 7466 members 
Mstep: Class 27 contains 573 members 
Mstep: Class 28 contains 44490 members 
Mstep: Class 29 contains 4635 members 
Mstep: Class 30 contains 18276 members 
Mstep: Class 31 contains 942 members 
Mstep: Class 32 contains 12740 members 
Mstep: Class 33 contains 8115 members 
Mstep: Class 34 contains 1768 members 
Mstep: Class 35 contains 4872 members 
Mstep: Class 36 contains 22986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50353948.000000 Penalty: 23166.837891
Iteration 108Q: 37 clusters Score -5.035395e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 522018 members 
Mstep: Class 3 contains 8170 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 481840 members 
Mstep: Class 6 contains 838 members 
Mstep: Class 7 contains 7783 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 3282 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 19212 members 
Mstep: Class 12 contains 12464 members 
Mstep: Class 13 contains 6941 members 
Mstep: Class 14 contains 12293 members 
Mstep: Class 15 contains 1601 members 
Mstep: Class 16 contains 12504 members 
Mstep: Class 17 contains 106485 members 
Mstep: Class 18 contains 2941 members 
Mstep: Class 19 contains 11725 members 
Mstep: Class 20 contains 2786 members 
Mstep: Class 21 contains 18288 members 
Mstep: Class 22 contains 14634 members 
Mstep: Class 23 contains 3363 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 7466 members 
Mstep: Class 27 contains 575 members 
Mstep: Class 28 contains 43406 members 
Mstep: Class 29 contains 4601 members 
Mstep: Class 30 contains 18299 members 
Mstep: Class 31 contains 959 members 
Mstep: Class 32 contains 12761 members 
Mstep: Class 33 contains 8089 members 
Mstep: Class 34 contains 1759 members 
Mstep: Class 35 contains 4890 members 
Mstep: Class 36 contains 22965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50354512.000000 Penalty: 23166.837891
Iteration 109Q: 37 clusters Score -5.035451e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 523018 members 
Mstep: Class 3 contains 8185 members 
Mstep: Class 4 contains 382 members 
Mstep: Class 5 contains 481738 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 7732 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 3277 members 
Mstep: Class 10 contains 5071 members 
Mstep: Class 11 contains 19212 members 
Mstep: Class 12 contains 12445 members 
Mstep: Class 13 contains 6985 members 
Mstep: Class 14 contains 12255 members 
Mstep: Class 15 contains 1611 members 
Mstep: Class 16 contains 12611 members 
Mstep: Class 17 contains 106432 members 
Mstep: Class 18 contains 2967 members 
Mstep: Class 19 contains 11698 members 
Mstep: Class 20 contains 2793 members 
Mstep: Class 21 contains 18262 members 
Mstep: Class 22 contains 14609 members 
Mstep: Class 23 contains 3360 members 
Mstep: Class 24 contains 3018 members 
Mstep: Class 25 contains 805 members 
Mstep: Class 26 contains 7469 members 
Mstep: Class 27 contains 573 members 
Mstep: Class 28 contains 42348 members 
Mstep: Class 29 contains 4578 members 
Mstep: Class 30 contains 18320 members 
Mstep: Class 31 contains 977 members 
Mstep: Class 32 contains 12780 members 
Mstep: Class 33 contains 8071 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 4908 members 
Mstep: Class 36 contains 22937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355008.000000 Penalty: 23166.837891
Iteration 110Q: 37 clusters Score -5.035501e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 524001 members 
Mstep: Class 3 contains 8196 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 5 contains 481667 members 
Mstep: Class 6 contains 834 members 
Mstep: Class 7 contains 7678 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 3260 members 
Mstep: Class 10 contains 5204 members 
Mstep: Class 11 contains 19177 members 
Mstep: Class 12 contains 12426 members 
Mstep: Class 13 contains 7034 members 
Mstep: Class 14 contains 12218 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 12719 members 
Mstep: Class 17 contains 106374 members 
Mstep: Class 18 contains 2995 members 
Mstep: Class 19 contains 11677 members 
Mstep: Class 20 contains 2802 members 
Mstep: Class 21 contains 18255 members 
Mstep: Class 22 contains 14589 members 
Mstep: Class 23 contains 3357 members 
Mstep: Class 24 contains 3043 members 
Mstep: Class 25 contains 805 members 
Mstep: Class 26 contains 7475 members 
Mstep: Class 27 contains 573 members 
Mstep: Class 28 contains 41330 members 
Mstep: Class 29 contains 4556 members 
Mstep: Class 30 contains 18326 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 12787 members 
Mstep: Class 33 contains 8073 members 
Mstep: Class 34 contains 1748 members 
Mstep: Class 35 contains 4921 members 
Mstep: Class 36 contains 22886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355628.000000 Penalty: 23166.837891
Iteration 111Q: 37 clusters Score -5.035563e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 524920 members 
Mstep: Class 3 contains 8221 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 481591 members 
Mstep: Class 6 contains 832 members 
Mstep: Class 7 contains 7631 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 3254 members 
Mstep: Class 10 contains 5318 members 
Mstep: Class 11 contains 19175 members 
Mstep: Class 12 contains 12405 members 
Mstep: Class 13 contains 7077 members 
Mstep: Class 14 contains 12220 members 
Mstep: Class 15 contains 1644 members 
Mstep: Class 16 contains 12782 members 
Mstep: Class 17 contains 106325 members 
Mstep: Class 18 contains 3029 members 
Mstep: Class 19 contains 11663 members 
Mstep: Class 20 contains 2810 members 
Mstep: Class 21 contains 18265 members 
Mstep: Class 22 contains 14576 members 
Mstep: Class 23 contains 3354 members 
Mstep: Class 24 contains 3059 members 
Mstep: Class 25 contains 805 members 
Mstep: Class 26 contains 7482 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 40318 members 
Mstep: Class 29 contains 4540 members 
Mstep: Class 30 contains 18339 members 
Mstep: Class 31 contains 1002 members 
Mstep: Class 32 contains 12788 members 
Mstep: Class 33 contains 8083 members 
Mstep: Class 34 contains 1743 members 
Mstep: Class 35 contains 4934 members 
Mstep: Class 36 contains 22834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 635.397217 but Gain 643.523438
Score: -50355632.000000 Penalty: 22523.314453
Iteration 112Q: 36 clusters Score -5.035563e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 525831 members 
Mstep: Class 3 contains 8243 members 
Mstep: Class 5 contains 481513 members 
Mstep: Class 6 contains 848 members 
Mstep: Class 7 contains 7603 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 3267 members 
Mstep: Class 10 contains 5454 members 
Mstep: Class 11 contains 19157 members 
Mstep: Class 12 contains 12403 members 
Mstep: Class 13 contains 7131 members 
Mstep: Class 14 contains 12229 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 12860 members 
Mstep: Class 17 contains 106279 members 
Mstep: Class 18 contains 3090 members 
Mstep: Class 19 contains 11656 members 
Mstep: Class 20 contains 2815 members 
Mstep: Class 21 contains 18314 members 
Mstep: Class 22 contains 14569 members 
Mstep: Class 23 contains 3353 members 
Mstep: Class 24 contains 3084 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 7494 members 
Mstep: Class 27 contains 605 members 
Mstep: Class 28 contains 39305 members 
Mstep: Class 29 contains 4528 members 
Mstep: Class 30 contains 18352 members 
Mstep: Class 31 contains 1006 members 
Mstep: Class 32 contains 12799 members 
Mstep: Class 33 contains 8079 members 
Mstep: Class 34 contains 1757 members 
Mstep: Class 35 contains 4994 members 
Mstep: Class 36 contains 22818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50356628.000000 Penalty: 22523.314453
Iteration 113Q: 36 clusters Score -5.035663e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 526756 members 
Mstep: Class 3 contains 8260 members 
Mstep: Class 5 contains 481422 members 
Mstep: Class 6 contains 851 members 
Mstep: Class 7 contains 7542 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 3262 members 
Mstep: Class 10 contains 5522 members 
Mstep: Class 11 contains 19151 members 
Mstep: Class 12 contains 12382 members 
Mstep: Class 13 contains 7179 members 
Mstep: Class 14 contains 12227 members 
Mstep: Class 15 contains 1660 members 
Mstep: Class 16 contains 12882 members 
Mstep: Class 17 contains 106234 members 
Mstep: Class 18 contains 3143 members 
Mstep: Class 19 contains 11627 members 
Mstep: Class 20 contains 2817 members 
Mstep: Class 21 contains 18316 members 
Mstep: Class 22 contains 14558 members 
Mstep: Class 23 contains 3354 members 
Mstep: Class 24 contains 3106 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 7495 members 
Mstep: Class 27 contains 609 members 
Mstep: Class 28 contains 38349 members 
Mstep: Class 29 contains 4522 members 
Mstep: Class 30 contains 18364 members 
Mstep: Class 31 contains 1006 members 
Mstep: Class 32 contains 12816 members 
Mstep: Class 33 contains 8081 members 
Mstep: Class 34 contains 1758 members 
Mstep: Class 35 contains 5009 members 
Mstep: Class 36 contains 22796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50357088.000000 Penalty: 22523.314453
Iteration 114Q: 36 clusters Score -5.035709e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 527632 members 
Mstep: Class 3 contains 8277 members 
Mstep: Class 5 contains 481336 members 
Mstep: Class 6 contains 850 members 
Mstep: Class 7 contains 7488 members 
Mstep: Class 8 contains 476 members 
Mstep: Class 9 contains 3265 members 
Mstep: Class 10 contains 5584 members 
Mstep: Class 11 contains 19136 members 
Mstep: Class 12 contains 12362 members 
Mstep: Class 13 contains 7224 members 
Mstep: Class 14 contains 12225 members 
Mstep: Class 15 contains 1668 members 
Mstep: Class 16 contains 12900 members 
Mstep: Class 17 contains 106183 members 
Mstep: Class 18 contains 3196 members 
Mstep: Class 19 contains 11610 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 18312 members 
Mstep: Class 22 contains 14548 members 
Mstep: Class 23 contains 3350 members 
Mstep: Class 24 contains 3131 members 
Mstep: Class 25 contains 873 members 
Mstep: Class 26 contains 7506 members 
Mstep: Class 27 contains 611 members 
Mstep: Class 28 contains 37400 members 
Mstep: Class 29 contains 4522 members 
Mstep: Class 30 contains 18367 members 
Mstep: Class 31 contains 1008 members 
Mstep: Class 32 contains 12819 members 
Mstep: Class 33 contains 8115 members 
Mstep: Class 34 contains 1758 members 
Mstep: Class 35 contains 5015 members 
Mstep: Class 36 contains 22778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50357484.000000 Penalty: 22523.314453
Iteration 115Q: 36 clusters Score -5.035748e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 528457 members 
Mstep: Class 3 contains 8291 members 
Mstep: Class 5 contains 481245 members 
Mstep: Class 6 contains 849 members 
Mstep: Class 7 contains 7450 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 3267 members 
Mstep: Class 10 contains 5640 members 
Mstep: Class 11 contains 19120 members 
Mstep: Class 12 contains 12346 members 
Mstep: Class 13 contains 7261 members 
Mstep: Class 14 contains 12218 members 
Mstep: Class 15 contains 1675 members 
Mstep: Class 16 contains 12898 members 
Mstep: Class 17 contains 106131 members 
Mstep: Class 18 contains 3247 members 
Mstep: Class 19 contains 11584 members 
Mstep: Class 20 contains 2823 members 
Mstep: Class 21 contains 18323 members 
Mstep: Class 22 contains 14552 members 
Mstep: Class 23 contains 3345 members 
Mstep: Class 24 contains 3148 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 7513 members 
Mstep: Class 27 contains 610 members 
Mstep: Class 28 contains 36525 members 
Mstep: Class 29 contains 4537 members 
Mstep: Class 30 contains 18372 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 12825 members 
Mstep: Class 33 contains 8149 members 
Mstep: Class 34 contains 1757 members 
Mstep: Class 35 contains 5032 members 
Mstep: Class 36 contains 22764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50357748.000000 Penalty: 22523.314453
Iteration 116Q: 36 clusters Score -5.035775e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 529306 members 
Mstep: Class 3 contains 8318 members 
Mstep: Class 5 contains 481163 members 
Mstep: Class 6 contains 849 members 
Mstep: Class 7 contains 7403 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 3268 members 
Mstep: Class 10 contains 5686 members 
Mstep: Class 11 contains 19072 members 
Mstep: Class 12 contains 12335 members 
Mstep: Class 13 contains 7283 members 
Mstep: Class 14 contains 12216 members 
Mstep: Class 15 contains 1684 members 
Mstep: Class 16 contains 12889 members 
Mstep: Class 17 contains 106117 members 
Mstep: Class 18 contains 3309 members 
Mstep: Class 19 contains 11555 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 21 contains 18318 members 
Mstep: Class 22 contains 14546 members 
Mstep: Class 23 contains 3340 members 
Mstep: Class 24 contains 3154 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 7517 members 
Mstep: Class 27 contains 609 members 
Mstep: Class 28 contains 35667 members 
Mstep: Class 29 contains 4561 members 
Mstep: Class 30 contains 18375 members 
Mstep: Class 31 contains 1013 members 
Mstep: Class 32 contains 12836 members 
Mstep: Class 33 contains 8179 members 
Mstep: Class 34 contains 1757 members 
Mstep: Class 35 contains 5038 members 
Mstep: Class 36 contains 22738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50358104.000000 Penalty: 22523.314453
Iteration 117Q: 36 clusters Score -5.03581e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 530100 members 
Mstep: Class 3 contains 8354 members 
Mstep: Class 5 contains 481067 members 
Mstep: Class 6 contains 849 members 
Mstep: Class 7 contains 7372 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 3272 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 19013 members 
Mstep: Class 12 contains 12316 members 
Mstep: Class 13 contains 7310 members 
Mstep: Class 14 contains 12218 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 12874 members 
Mstep: Class 17 contains 106117 members 
Mstep: Class 18 contains 3364 members 
Mstep: Class 19 contains 11539 members 
Mstep: Class 20 contains 2834 members 
Mstep: Class 21 contains 18314 members 
Mstep: Class 22 contains 14537 members 
Mstep: Class 23 contains 3336 members 
Mstep: Class 24 contains 3162 members 
Mstep: Class 25 contains 898 members 
Mstep: Class 26 contains 7522 members 
Mstep: Class 27 contains 609 members 
Mstep: Class 28 contains 34836 members 
Mstep: Class 29 contains 4595 members 
Mstep: Class 30 contains 18380 members 
Mstep: Class 31 contains 1013 members 
Mstep: Class 32 contains 12845 members 
Mstep: Class 33 contains 8210 members 
Mstep: Class 34 contains 1758 members 
Mstep: Class 35 contains 5049 members 
Mstep: Class 36 contains 22705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50358408.000000 Penalty: 22523.314453
Iteration 118Q: 36 clusters Score -5.035841e+07 nChanged 1865
Entering ConstructFrom: 
Score: -50358408.000000 Penalty: 22523.314453
Entering ConstructFrom: 
Trying to split cluster 1 (3739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Entering Unmasked Estep 
Score: -140503.718750 Penalty: 374.309113
	Iteration 0F: 2 clusters Score -140503.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -137999.640625 Penalty: 748.618225
	Iteration 0F: 3 clusters Score -137999.6 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -139180.843750 Penalty: 748.618225
	Iteration 1F: 3 clusters Score -139180.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -139396.609375 Penalty: 748.618225
	Iteration 2F: 3 clusters Score -139396.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -139553.687500 Penalty: 748.618225
	Iteration 3F: 3 clusters Score -139553.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -139664.593750 Penalty: 748.618225
	Iteration 4Q: 3 clusters Score -139664.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -139778.000000 Penalty: 748.618225
	Iteration 5Q: 3 clusters Score -139778 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -139852.953125 Penalty: 748.618225
	Iteration 6Q: 3 clusters Score -139853 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -139906.828125 Penalty: 748.618225
	Iteration 7Q: 3 clusters Score -139906.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -139950.656250 Penalty: 748.618225
	Iteration 8Q: 3 clusters Score -139950.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -139977.437500 Penalty: 748.618225
	Iteration 9Q: 3 clusters Score -139977.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -139997.031250 Penalty: 748.618225
	Iteration 10Q: 3 clusters Score -139997 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -140017.375000 Penalty: 748.618225
	Iteration 11Q: 3 clusters Score -140017.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -140036.468750 Penalty: 748.618225
	Iteration 12Q: 3 clusters Score -140036.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -140056.250000 Penalty: 748.618225
	Iteration 13Q: 3 clusters Score -140056.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -140068.140625 Penalty: 748.618225
	Iteration 14Q: 3 clusters Score -140068.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -140078.250000 Penalty: 748.618225
	Iteration 15Q: 3 clusters Score -140078.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -140090.234375 Penalty: 748.618225
	Iteration 16Q: 3 clusters Score -140090.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -140108.218750 Penalty: 748.618225
	Iteration 17Q: 3 clusters Score -140108.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -140126.906250 Penalty: 748.618225
	Iteration 18Q: 3 clusters Score -140126.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -140146.171875 Penalty: 748.618225
	Iteration 19Q: 3 clusters Score -140146.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -140161.031250 Penalty: 748.618225
	Iteration 20F: 3 clusters Score -140161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -140172.109375 Penalty: 748.618225
	Iteration 21Q: 3 clusters Score -140172.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -140179.015625 Penalty: 748.618225
	Iteration 22Q: 3 clusters Score -140179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -140184.671875 Penalty: 748.618225
	Iteration 23Q: 3 clusters Score -140184.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -140190.812500 Penalty: 748.618225
	Iteration 24Q: 3 clusters Score -140190.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -140193.359375 Penalty: 748.618225
	Iteration 25Q: 3 clusters Score -140193.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -140196.187500 Penalty: 748.618225
	Iteration 26Q: 3 clusters Score -140196.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -140199.687500 Penalty: 748.618225
	Iteration 27Q: 3 clusters Score -140199.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -140203.562500 Penalty: 748.618225
	Iteration 28Q: 3 clusters Score -140203.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -140206.687500 Penalty: 748.618225
	Iteration 29Q: 3 clusters Score -140206.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -140208.468750 Penalty: 748.618225
	Iteration 30Q: 3 clusters Score -140208.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -140210.109375 Penalty: 748.618225
	Iteration 31Q: 3 clusters Score -140210.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -140210.671875 Penalty: 748.618225
	Iteration 32Q: 3 clusters Score -140210.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -140212.062500 Penalty: 748.618225
	Iteration 33Q: 3 clusters Score -140212.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -140213.843750 Penalty: 748.618225
	Iteration 34Q: 3 clusters Score -140213.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -140216.578125 Penalty: 748.618225
	Iteration 35Q: 3 clusters Score -140216.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -140220.609375 Penalty: 748.618225
	Iteration 36Q: 3 clusters Score -140220.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -140223.421875 Penalty: 748.618225
	Iteration 37Q: 3 clusters Score -140223.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -140224.265625 Penalty: 748.618225
	Iteration 38Q: 3 clusters Score -140224.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -140227.125000 Penalty: 748.618225
	Iteration 39Q: 3 clusters Score -140227.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -140228.296875 Penalty: 748.618225
	Iteration 40F: 3 clusters Score -140228.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -140228.796875 Penalty: 748.618225
	Iteration 41Q: 3 clusters Score -140228.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -140229.531250 Penalty: 748.618225
	Iteration 42Q: 3 clusters Score -140229.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -140229.953125 Penalty: 748.618225
	Iteration 43Q: 3 clusters Score -140230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -140230.546875 Penalty: 748.618225
	Iteration 44Q: 3 clusters Score -140230.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -140230.703125 Penalty: 748.618225
	Iteration 45Q: 3 clusters Score -140230.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -140230.687500 Penalty: 748.618225
	Iteration 46Q: 3 clusters Score -140230.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -140230.671875 Penalty: 748.618225
	Iteration 47Q: 3 clusters Score -140230.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -140230.671875 Penalty: 748.618225
	Iteration 48F: 3 clusters Score -140230.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (530813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530813 members 
Entering Unmasked Estep 
Score: -20566028.000000 Penalty: 599.788513
	Iteration 0F: 2 clusters Score -2.056603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264940 members 
Mstep: Class 2 contains 265873 members 
Entering Unmasked Estep 
Score: -20231052.000000 Penalty: 1199.577026
	Iteration 0F: 3 clusters Score -2.023105e+07 nChanged 263586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237658 members 
Mstep: Class 2 contains 293155 members 
Entering Unmasked Estep 
Score: -20398470.000000 Penalty: 1199.577026
	Iteration 1F: 3 clusters Score -2.039847e+07 nChanged 24326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223036 members 
Mstep: Class 2 contains 307777 members 
Entering Unmasked Estep 
Score: -20410038.000000 Penalty: 1199.577026
	Iteration 2Q: 3 clusters Score -2.041004e+07 nChanged 30729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202833 members 
Mstep: Class 2 contains 327980 members 
Entering Unmasked Estep 
Score: -20429512.000000 Penalty: 1199.577026
	Iteration 3F: 3 clusters Score -2.042951e+07 nChanged 36424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177447 members 
Mstep: Class 2 contains 353366 members 
Entering Unmasked Estep 
Score: -20457766.000000 Penalty: 1199.577026
	Iteration 4F: 3 clusters Score -2.045777e+07 nChanged 37613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151188 members 
Mstep: Class 2 contains 379625 members 
Entering Unmasked Estep 
Score: -20487844.000000 Penalty: 1199.577026
	Iteration 5F: 3 clusters Score -2.048784e+07 nChanged 32007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129373 members 
Mstep: Class 2 contains 401440 members 
Entering Unmasked Estep 
Score: -20508998.000000 Penalty: 1199.577026
	Iteration 6F: 3 clusters Score -2.0509e+07 nChanged 23589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112172 members 
Mstep: Class 2 contains 418641 members 
Entering Unmasked Estep 
Score: -20518810.000000 Penalty: 1199.577026
	Iteration 7Q: 3 clusters Score -2.051881e+07 nChanged 17895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96597 members 
Mstep: Class 2 contains 434216 members 
Entering Unmasked Estep 
Score: -20523164.000000 Penalty: 1199.577026
	Iteration 8Q: 3 clusters Score -2.052316e+07 nChanged 15602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81613 members 
Mstep: Class 2 contains 449200 members 
Entering Unmasked Estep 
Score: -20526584.000000 Penalty: 1199.577026
	Iteration 9Q: 3 clusters Score -2.052658e+07 nChanged 14310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67491 members 
Mstep: Class 2 contains 463322 members 
Entering Unmasked Estep 
Score: -20530504.000000 Penalty: 1199.577026
	Iteration 10Q: 3 clusters Score -2.05305e+07 nChanged 12992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 476246 members 
Entering Unmasked Estep 
Score: -20535286.000000 Penalty: 1199.577026
	Iteration 11Q: 3 clusters Score -2.053529e+07 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 487772 members 
Entering Unmasked Estep 
Score: -20540604.000000 Penalty: 1199.577026
	Iteration 12Q: 3 clusters Score -2.05406e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 497517 members 
Entering Unmasked Estep 
Score: -20545756.000000 Penalty: 1199.577026
	Iteration 13Q: 3 clusters Score -2.054576e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 505688 members 
Entering Unmasked Estep 
Score: -20549666.000000 Penalty: 1199.577026
	Iteration 14Q: 3 clusters Score -2.054967e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 512382 members 
Entering Unmasked Estep 
Score: -20552996.000000 Penalty: 1199.577026
	Iteration 15Q: 3 clusters Score -2.0553e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 517765 members 
Entering Unmasked Estep 
Score: -20556002.000000 Penalty: 1199.577026
	Iteration 16Q: 3 clusters Score -2.0556e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 521830 members 
Entering Unmasked Estep 
Score: -20559010.000000 Penalty: 1199.577026
	Iteration 17Q: 3 clusters Score -2.055901e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 524856 members 
Entering Unmasked Estep 
Score: -20561226.000000 Penalty: 1199.577026
	Iteration 18Q: 3 clusters Score -2.056123e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 527010 members 
Entering Unmasked Estep 
Score: -20562754.000000 Penalty: 1199.577026
	Iteration 19Q: 3 clusters Score -2.056275e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 528464 members 
Entering Unmasked Estep 
Score: -20563860.000000 Penalty: 1199.577026
	Iteration 20F: 3 clusters Score -2.056386e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 529426 members 
Entering Unmasked Estep 
Score: -20564644.000000 Penalty: 1199.577026
	Iteration 21Q: 3 clusters Score -2.056464e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 529969 members 
Entering Unmasked Estep 
Score: -20565012.000000 Penalty: 1199.577026
	Iteration 22Q: 3 clusters Score -2.056501e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 530259 members 
Entering Unmasked Estep 
Score: -20565130.000000 Penalty: 1199.577026
	Iteration 23Q: 3 clusters Score -2.056513e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 530405 members 
Entering Unmasked Estep 
Score: -20565242.000000 Penalty: 1199.577026
	Iteration 24Q: 3 clusters Score -2.056524e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 530491 members 
Entering Unmasked Estep 
Score: -20565304.000000 Penalty: 1199.577026
	Iteration 25Q: 3 clusters Score -2.05653e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 530554 members 
Entering Unmasked Estep 
Score: -20565366.000000 Penalty: 1199.577026
	Iteration 26Q: 3 clusters Score -2.056537e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 530588 members 
Entering Unmasked Estep 
Score: -20565398.000000 Penalty: 1199.577026
	Iteration 27Q: 3 clusters Score -2.05654e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 530612 members 
Entering Unmasked Estep 
Score: -20565404.000000 Penalty: 1199.577026
	Iteration 28Q: 3 clusters Score -2.05654e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 530624 members 
Entering Unmasked Estep 
Score: -20565414.000000 Penalty: 1199.577026
	Iteration 29Q: 3 clusters Score -2.056541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 530635 members 
Entering Unmasked Estep 
Score: -20565428.000000 Penalty: 1199.577026
	Iteration 30Q: 3 clusters Score -2.056543e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 530643 members 
Entering Unmasked Estep 
Score: -20565426.000000 Penalty: 1199.577026
	Iteration 31Q: 3 clusters Score -2.056543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 530649 members 
Entering Unmasked Estep 
Score: -20565420.000000 Penalty: 1199.577026
	Iteration 32Q: 3 clusters Score -2.056542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 530652 members 
Entering Unmasked Estep 
Score: -20565426.000000 Penalty: 1199.577026
	Iteration 33Q: 3 clusters Score -2.056543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 530654 members 
Entering Unmasked Estep 
Score: -20565420.000000 Penalty: 1199.577026
	Iteration 34Q: 3 clusters Score -2.056542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 530655 members 
Entering Unmasked Estep 
Score: -20565424.000000 Penalty: 1199.577026
	Iteration 35Q: 3 clusters Score -2.056542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 530656 members 
Entering Unmasked Estep 
Score: -20565428.000000 Penalty: 1199.577026
	Iteration 36Q: 3 clusters Score -2.056543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 530658 members 
Entering Unmasked Estep 
Score: -20565430.000000 Penalty: 1199.577026
	Iteration 37Q: 3 clusters Score -2.056543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 530659 members 
Entering Unmasked Estep 
Score: -20565438.000000 Penalty: 1199.577026
	Iteration 38Q: 3 clusters Score -2.056544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 530659 members 
Entering Unmasked Estep 
Score: -20565438.000000 Penalty: 1199.577026
	Iteration 39F: 3 clusters Score -2.056544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Entering Unmasked Estep 
Score: -291175.781250 Penalty: 411.061523
	Iteration 0F: 2 clusters Score -291175.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -285611.250000 Penalty: 822.123047
	Iteration 0F: 3 clusters Score -285611.2 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -287857.593750 Penalty: 822.123047
	Iteration 1F: 3 clusters Score -287857.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -288198.843750 Penalty: 822.123047
	Iteration 2F: 3 clusters Score -288198.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -288601.750000 Penalty: 822.123047
	Iteration 3F: 3 clusters Score -288601.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -289010.718750 Penalty: 822.123047
	Iteration 4F: 3 clusters Score -289010.7 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -289397.093750 Penalty: 822.123047
	Iteration 5F: 3 clusters Score -289397.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -289661.968750 Penalty: 822.123047
	Iteration 6Q: 3 clusters Score -289662 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -289862.218750 Penalty: 822.123047
	Iteration 7Q: 3 clusters Score -289862.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -290012.750000 Penalty: 822.123047
	Iteration 8Q: 3 clusters Score -290012.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -290119.906250 Penalty: 822.123047
	Iteration 9Q: 3 clusters Score -290119.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -290232.281250 Penalty: 822.123047
	Iteration 10Q: 3 clusters Score -290232.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -290336.343750 Penalty: 822.123047
	Iteration 11Q: 3 clusters Score -290336.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -290440.437500 Penalty: 822.123047
	Iteration 12Q: 3 clusters Score -290440.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -290529.406250 Penalty: 822.123047
	Iteration 13Q: 3 clusters Score -290529.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -290599.593750 Penalty: 822.123047
	Iteration 14Q: 3 clusters Score -290599.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -290651.156250 Penalty: 822.123047
	Iteration 15Q: 3 clusters Score -290651.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -290693.031250 Penalty: 822.123047
	Iteration 16Q: 3 clusters Score -290693 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -290721.468750 Penalty: 822.123047
	Iteration 17Q: 3 clusters Score -290721.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -290760.593750 Penalty: 822.123047
	Iteration 18Q: 3 clusters Score -290760.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -290809.656250 Penalty: 822.123047
	Iteration 19Q: 3 clusters Score -290809.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -290863.656250 Penalty: 822.123047
	Iteration 20F: 3 clusters Score -290863.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -290924.718750 Penalty: 822.123047
	Iteration 21Q: 3 clusters Score -290924.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -290984.812500 Penalty: 822.123047
	Iteration 22Q: 3 clusters Score -290984.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -291030.562500 Penalty: 822.123047
	Iteration 23Q: 3 clusters Score -291030.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -291092.875000 Penalty: 822.123047
	Iteration 24Q: 3 clusters Score -291092.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -291144.125000 Penalty: 822.123047
	Iteration 25Q: 3 clusters Score -291144.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -291166.406250 Penalty: 822.123047
	Iteration 26Q: 3 clusters Score -291166.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -291179.062500 Penalty: 822.123047
	Iteration 27Q: 3 clusters Score -291179.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -291184.468750 Penalty: 822.123047
	Iteration 28Q: 3 clusters Score -291184.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -291189.843750 Penalty: 822.123047
	Iteration 29Q: 3 clusters Score -291189.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -291193.562500 Penalty: 822.123047
	Iteration 30Q: 3 clusters Score -291193.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -291195.218750 Penalty: 822.123047
	Iteration 31Q: 3 clusters Score -291195.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -291197.406250 Penalty: 822.123047
	Iteration 32Q: 3 clusters Score -291197.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -291199.375000 Penalty: 822.123047
	Iteration 33Q: 3 clusters Score -291199.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -291202.375000 Penalty: 822.123047
	Iteration 34Q: 3 clusters Score -291202.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -291205.312500 Penalty: 822.123047
	Iteration 35Q: 3 clusters Score -291205.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -291206.750000 Penalty: 822.123047
	Iteration 36Q: 3 clusters Score -291206.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -291206.906250 Penalty: 822.123047
	Iteration 37Q: 3 clusters Score -291206.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -291206.906250 Penalty: 822.123047
	Iteration 38Q: 3 clusters Score -291206.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -291207.187500 Penalty: 822.123047
	Iteration 39Q: 3 clusters Score -291207.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -291210.468750 Penalty: 822.123047
	Iteration 40F: 3 clusters Score -291210.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -291214.093750 Penalty: 822.123047
	Iteration 41Q: 3 clusters Score -291214.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -291217.656250 Penalty: 822.123047
	Iteration 42Q: 3 clusters Score -291217.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -291221.843750 Penalty: 822.123047
	Iteration 43Q: 3 clusters Score -291221.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -291221.812500 Penalty: 822.123047
	Iteration 44Q: 3 clusters Score -291221.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -291221.781250 Penalty: 822.123047
	Iteration 45Q: 3 clusters Score -291221.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -291222.437500 Penalty: 822.123047
	Iteration 46Q: 3 clusters Score -291222.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -291223.156250 Penalty: 822.123047
	Iteration 47Q: 3 clusters Score -291223.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -291223.375000 Penalty: 822.123047
	Iteration 48Q: 3 clusters Score -291223.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -291223.687500 Penalty: 822.123047
	Iteration 49Q: 3 clusters Score -291223.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -291224.031250 Penalty: 822.123047
	Iteration 50Q: 3 clusters Score -291224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -291224.500000 Penalty: 822.123047
	Iteration 51Q: 3 clusters Score -291224.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -291224.968750 Penalty: 822.123047
	Iteration 52Q: 3 clusters Score -291225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -291226.437500 Penalty: 822.123047
	Iteration 53Q: 3 clusters Score -291226.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -291227.906250 Penalty: 822.123047
	Iteration 54Q: 3 clusters Score -291227.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -291231.218750 Penalty: 822.123047
	Iteration 55Q: 3 clusters Score -291231.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -291233.218750 Penalty: 822.123047
	Iteration 56Q: 3 clusters Score -291233.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -291233.187500 Penalty: 822.123047
	Iteration 57Q: 3 clusters Score -291233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -291233.625000 Penalty: 822.123047
	Iteration 58Q: 3 clusters Score -291233.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -291234.156250 Penalty: 822.123047
	Iteration 59Q: 3 clusters Score -291234.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -291234.156250 Penalty: 822.123047
	Iteration 60F: 3 clusters Score -291234.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 530813 members 
Mstep: Class 3 contains 7716 members 
Mstep: Class 4 contains 670 members 
Mstep: Class 5 contains 480997 members 
Mstep: Class 6 contains 849 members 
Mstep: Class 7 contains 7327 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 3269 members 
Mstep: Class 10 contains 5764 members 
Mstep: Class 11 contains 18915 members 
Mstep: Class 12 contains 12293 members 
Mstep: Class 13 contains 7337 members 
Mstep: Class 14 contains 12210 members 
Mstep: Class 15 contains 1706 members 
Mstep: Class 16 contains 12846 members 
Mstep: Class 17 contains 106125 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 11520 members 
Mstep: Class 20 contains 2842 members 
Mstep: Class 21 contains 18340 members 
Mstep: Class 22 contains 14530 members 
Mstep: Class 23 contains 3336 members 
Mstep: Class 24 contains 3163 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 7524 members 
Mstep: Class 27 contains 610 members 
Mstep: Class 28 contains 34078 members 
Mstep: Class 29 contains 4645 members 
Mstep: Class 30 contains 18385 members 
Mstep: Class 31 contains 1016 members 
Mstep: Class 32 contains 12848 members 
Mstep: Class 33 contains 8253 members 
Mstep: Class 34 contains 1758 members 
Mstep: Class 35 contains 5067 members 
Mstep: Class 36 contains 22678 members 
Entering Unmasked Estep 
Score: -50358416.000000 Penalty: 23166.837891
Splitting cluster 3 changes total score from -50358408.000000 to -50358416.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 5 (480997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480997 members 
Entering Unmasked Estep 
Score: -18439992.000000 Penalty: 595.304565
	Iteration 0F: 2 clusters Score -1.843999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240500 members 
Mstep: Class 2 contains 240497 members 
Entering Unmasked Estep 
Score: -18116270.000000 Penalty: 1190.609131
	Iteration 0F: 3 clusters Score -1.811627e+07 nChanged 238625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231051 members 
Mstep: Class 2 contains 249946 members 
Entering Unmasked Estep 
Score: -18261886.000000 Penalty: 1190.609131
	Iteration 1F: 3 clusters Score -1.826189e+07 nChanged 18180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221807 members 
Mstep: Class 2 contains 259190 members 
Entering Unmasked Estep 
Score: -18267462.000000 Penalty: 1190.609131
	Iteration 2Q: 3 clusters Score -1.826746e+07 nChanged 23706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207461 members 
Mstep: Class 2 contains 273536 members 
Entering Unmasked Estep 
Score: -18276498.000000 Penalty: 1190.609131
	Iteration 3Q: 3 clusters Score -1.82765e+07 nChanged 28787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188120 members 
Mstep: Class 2 contains 292877 members 
Entering Unmasked Estep 
Score: -18290270.000000 Penalty: 1190.609131
	Iteration 4F: 3 clusters Score -1.829027e+07 nChanged 31862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164618 members 
Mstep: Class 2 contains 316379 members 
Entering Unmasked Estep 
Score: -18308518.000000 Penalty: 1190.609131
	Iteration 5F: 3 clusters Score -1.830852e+07 nChanged 33243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137413 members 
Mstep: Class 2 contains 343584 members 
Entering Unmasked Estep 
Score: -18330518.000000 Penalty: 1190.609131
	Iteration 6F: 3 clusters Score -1.833052e+07 nChanged 33185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107224 members 
Mstep: Class 2 contains 373773 members 
Entering Unmasked Estep 
Score: -18355858.000000 Penalty: 1190.609131
	Iteration 7F: 3 clusters Score -1.835586e+07 nChanged 30852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77276 members 
Mstep: Class 2 contains 403721 members 
Entering Unmasked Estep 
Score: -18381222.000000 Penalty: 1190.609131
	Iteration 8F: 3 clusters Score -1.838122e+07 nChanged 25738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 429259 members 
Entering Unmasked Estep 
Score: -18403086.000000 Penalty: 1190.609131
	Iteration 9F: 3 clusters Score -1.840309e+07 nChanged 18925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 448170 members 
Entering Unmasked Estep 
Score: -18418216.000000 Penalty: 1190.609131
	Iteration 10Q: 3 clusters Score -1.841822e+07 nChanged 12261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 460431 members 
Entering Unmasked Estep 
Score: -18426980.000000 Penalty: 1190.609131
	Iteration 11Q: 3 clusters Score -1.842698e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 468019 members 
Entering Unmasked Estep 
Score: -18432520.000000 Penalty: 1190.609131
	Iteration 12Q: 3 clusters Score -1.843252e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 472633 members 
Entering Unmasked Estep 
Score: -18435556.000000 Penalty: 1190.609131
	Iteration 13Q: 3 clusters Score -1.843556e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 475363 members 
Entering Unmasked Estep 
Score: -18437232.000000 Penalty: 1190.609131
	Iteration 14Q: 3 clusters Score -1.843723e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 476970 members 
Entering Unmasked Estep 
Score: -18438178.000000 Penalty: 1190.609131
	Iteration 15Q: 3 clusters Score -1.843818e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 477949 members 
Entering Unmasked Estep 
Score: -18438734.000000 Penalty: 1190.609131
	Iteration 16Q: 3 clusters Score -1.843873e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 478537 members 
Entering Unmasked Estep 
Score: -18439014.000000 Penalty: 1190.609131
	Iteration 17Q: 3 clusters Score -1.843901e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 478951 members 
Entering Unmasked Estep 
Score: -18439166.000000 Penalty: 1190.609131
	Iteration 18Q: 3 clusters Score -1.843917e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 479268 members 
Entering Unmasked Estep 
Score: -18439272.000000 Penalty: 1190.609131
	Iteration 19Q: 3 clusters Score -1.843927e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 479501 members 
Entering Unmasked Estep 
Score: -18439392.000000 Penalty: 1190.609131
	Iteration 20F: 3 clusters Score -1.843939e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 479684 members 
Entering Unmasked Estep 
Score: -18439434.000000 Penalty: 1190.609131
	Iteration 21Q: 3 clusters Score -1.843943e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 479813 members 
Entering Unmasked Estep 
Score: -18439504.000000 Penalty: 1190.609131
	Iteration 22Q: 3 clusters Score -1.84395e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 479907 members 
Entering Unmasked Estep 
Score: -18439540.000000 Penalty: 1190.609131
	Iteration 23Q: 3 clusters Score -1.843954e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 479976 members 
Entering Unmasked Estep 
Score: -18439544.000000 Penalty: 1190.609131
	Iteration 24Q: 3 clusters Score -1.843954e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 480030 members 
Entering Unmasked Estep 
Score: -18439554.000000 Penalty: 1190.609131
	Iteration 25Q: 3 clusters Score -1.843955e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 480093 members 
Entering Unmasked Estep 
Score: -18439630.000000 Penalty: 1190.609131
	Iteration 26Q: 3 clusters Score -1.843963e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 480145 members 
Entering Unmasked Estep 
Score: -18439634.000000 Penalty: 1190.609131
	Iteration 27Q: 3 clusters Score -1.843963e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 480187 members 
Entering Unmasked Estep 
Score: -18439666.000000 Penalty: 1190.609131
	Iteration 28Q: 3 clusters Score -1.843967e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 480222 members 
Entering Unmasked Estep 
Score: -18439694.000000 Penalty: 1190.609131
	Iteration 29Q: 3 clusters Score -1.843969e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 480236 members 
Entering Unmasked Estep 
Score: -18439678.000000 Penalty: 1190.609131
	Iteration 30Q: 3 clusters Score -1.843968e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 480246 members 
Entering Unmasked Estep 
Score: -18439676.000000 Penalty: 1190.609131
	Iteration 31Q: 3 clusters Score -1.843968e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 480257 members 
Entering Unmasked Estep 
Score: -18439670.000000 Penalty: 1190.609131
	Iteration 32Q: 3 clusters Score -1.843967e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 480262 members 
Entering Unmasked Estep 
Score: -18439680.000000 Penalty: 1190.609131
	Iteration 33Q: 3 clusters Score -1.843968e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 480255 members 
Entering Unmasked Estep 
Score: -18439672.000000 Penalty: 1190.609131
	Iteration 34Q: 3 clusters Score -1.843967e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 480249 members 
Entering Unmasked Estep 
Score: -18439690.000000 Penalty: 1190.609131
	Iteration 35Q: 3 clusters Score -1.843969e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 480240 members 
Entering Unmasked Estep 
Score: -18439690.000000 Penalty: 1190.609131
	Iteration 36Q: 3 clusters Score -1.843969e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 480227 members 
Entering Unmasked Estep 
Score: -18439680.000000 Penalty: 1190.609131
	Iteration 37Q: 3 clusters Score -1.843968e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 480212 members 
Entering Unmasked Estep 
Score: -18439696.000000 Penalty: 1190.609131
	Iteration 38Q: 3 clusters Score -1.84397e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 480199 members 
Entering Unmasked Estep 
Score: -18439712.000000 Penalty: 1190.609131
	Iteration 39Q: 3 clusters Score -1.843971e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 480188 members 
Entering Unmasked Estep 
Score: -18439716.000000 Penalty: 1190.609131
	Iteration 40F: 3 clusters Score -1.843972e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 480171 members 
Entering Unmasked Estep 
Score: -18439732.000000 Penalty: 1190.609131
	Iteration 41Q: 3 clusters Score -1.843973e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 480160 members 
Entering Unmasked Estep 
Score: -18439742.000000 Penalty: 1190.609131
	Iteration 42Q: 3 clusters Score -1.843974e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 480148 members 
Entering Unmasked Estep 
Score: -18439758.000000 Penalty: 1190.609131
	Iteration 43Q: 3 clusters Score -1.843976e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 480140 members 
Entering Unmasked Estep 
Score: -18439786.000000 Penalty: 1190.609131
	Iteration 44Q: 3 clusters Score -1.843979e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 480134 members 
Entering Unmasked Estep 
Score: -18439794.000000 Penalty: 1190.609131
	Iteration 45Q: 3 clusters Score -1.843979e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 480126 members 
Entering Unmasked Estep 
Score: -18439804.000000 Penalty: 1190.609131
	Iteration 46Q: 3 clusters Score -1.84398e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 480119 members 
Entering Unmasked Estep 
Score: -18439822.000000 Penalty: 1190.609131
	Iteration 47Q: 3 clusters Score -1.843982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 480114 members 
Entering Unmasked Estep 
Score: -18439832.000000 Penalty: 1190.609131
	Iteration 48Q: 3 clusters Score -1.843983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 480108 members 
Entering Unmasked Estep 
Score: -18439832.000000 Penalty: 1190.609131
	Iteration 49Q: 3 clusters Score -1.843983e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 480094 members 
Entering Unmasked Estep 
Score: -18439810.000000 Penalty: 1190.609131
	Iteration 50Q: 3 clusters Score -1.843981e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 480084 members 
Entering Unmasked Estep 
Score: -18439840.000000 Penalty: 1190.609131
	Iteration 51Q: 3 clusters Score -1.843984e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 480068 members 
Entering Unmasked Estep 
Score: -18439854.000000 Penalty: 1190.609131
	Iteration 52Q: 3 clusters Score -1.843985e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 480053 members 
Entering Unmasked Estep 
Score: -18439880.000000 Penalty: 1190.609131
	Iteration 53Q: 3 clusters Score -1.843988e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 480046 members 
Entering Unmasked Estep 
Score: -18439880.000000 Penalty: 1190.609131
	Iteration 54Q: 3 clusters Score -1.843988e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 480042 members 
Entering Unmasked Estep 
Score: -18439882.000000 Penalty: 1190.609131
	Iteration 55Q: 3 clusters Score -1.843988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 480035 members 
Entering Unmasked Estep 
Score: -18439886.000000 Penalty: 1190.609131
	Iteration 56Q: 3 clusters Score -1.843989e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 480023 members 
Entering Unmasked Estep 
Score: -18439898.000000 Penalty: 1190.609131
	Iteration 57Q: 3 clusters Score -1.84399e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 480011 members 
Entering Unmasked Estep 
Score: -18439906.000000 Penalty: 1190.609131
	Iteration 58Q: 3 clusters Score -1.843991e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 480001 members 
Entering Unmasked Estep 
Score: -18439894.000000 Penalty: 1190.609131
	Iteration 59Q: 3 clusters Score -1.843989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 479994 members 
Entering Unmasked Estep 
Score: -18439898.000000 Penalty: 1190.609131
	Iteration 60F: 3 clusters Score -1.84399e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 479990 members 
Entering Unmasked Estep 
Score: -18439882.000000 Penalty: 1190.609131
	Iteration 61Q: 3 clusters Score -1.843988e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 479991 members 
Entering Unmasked Estep 
Score: -18439892.000000 Penalty: 1190.609131
	Iteration 62Q: 3 clusters Score -1.843989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 479989 members 
Entering Unmasked Estep 
Score: -18439888.000000 Penalty: 1190.609131
	Iteration 63Q: 3 clusters Score -1.843989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 479984 members 
Entering Unmasked Estep 
Score: -18439890.000000 Penalty: 1190.609131
	Iteration 64Q: 3 clusters Score -1.843989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 479983 members 
Entering Unmasked Estep 
Score: -18439890.000000 Penalty: 1190.609131
	Iteration 65Q: 3 clusters Score -1.843989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 479982 members 
Entering Unmasked Estep 
Score: -18439902.000000 Penalty: 1190.609131
	Iteration 66Q: 3 clusters Score -1.84399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 479981 members 
Entering Unmasked Estep 
Score: -18439904.000000 Penalty: 1190.609131
	Iteration 67Q: 3 clusters Score -1.84399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 479982 members 
Entering Unmasked Estep 
Score: -18439900.000000 Penalty: 1190.609131
	Iteration 68Q: 3 clusters Score -1.84399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 479982 members 
Entering Unmasked Estep 
Score: -18439900.000000 Penalty: 1190.609131
	Iteration 69F: 3 clusters Score -1.84399e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -30839.958984 Penalty: 306.854675
	Iteration 0F: 2 clusters Score -30839.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -30124.046875 Penalty: 613.709351
	Iteration 0F: 3 clusters Score -30124.05 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -30367.748047 Penalty: 613.709351
	Iteration 1F: 3 clusters Score -30367.75 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -30470.328125 Penalty: 613.709351
	Iteration 2F: 3 clusters Score -30470.33 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -30529.832031 Penalty: 613.709351
	Iteration 3F: 3 clusters Score -30529.83 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -30573.662109 Penalty: 613.709351
	Iteration 4F: 3 clusters Score -30573.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -30595.714844 Penalty: 613.709351
	Iteration 5Q: 3 clusters Score -30595.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -30608.412109 Penalty: 613.709351
	Iteration 6Q: 3 clusters Score -30608.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -30615.482422 Penalty: 613.709351
	Iteration 7Q: 3 clusters Score -30615.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -30617.226562 Penalty: 613.709351
	Iteration 8Q: 3 clusters Score -30617.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -30620.000000 Penalty: 613.709351
	Iteration 9Q: 3 clusters Score -30620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -30621.412109 Penalty: 613.709351
	Iteration 10Q: 3 clusters Score -30621.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -30623.421875 Penalty: 613.709351
	Iteration 11Q: 3 clusters Score -30623.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -30627.173828 Penalty: 613.709351
	Iteration 12Q: 3 clusters Score -30627.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -30633.314453 Penalty: 613.709351
	Iteration 13Q: 3 clusters Score -30633.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -30637.226562 Penalty: 613.709351
	Iteration 14Q: 3 clusters Score -30637.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -30638.119141 Penalty: 613.709351
	Iteration 15Q: 3 clusters Score -30638.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -30638.878906 Penalty: 613.709351
	Iteration 16Q: 3 clusters Score -30638.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -30640.501953 Penalty: 613.709351
	Iteration 17Q: 3 clusters Score -30640.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -30645.773438 Penalty: 613.709351
	Iteration 18Q: 3 clusters Score -30645.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -30647.140625 Penalty: 613.709351
	Iteration 19Q: 3 clusters Score -30647.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -30647.363281 Penalty: 613.709351
	Iteration 20F: 3 clusters Score -30647.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -272942.906250 Penalty: 404.919128
	Iteration 0F: 2 clusters Score -272942.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -268016.406250 Penalty: 809.838257
	Iteration 0F: 3 clusters Score -268016.4 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -270073.281250 Penalty: 809.838257
	Iteration 1F: 3 clusters Score -270073.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -270435.031250 Penalty: 809.838257
	Iteration 2F: 3 clusters Score -270435 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -270872.218750 Penalty: 809.838257
	Iteration 3F: 3 clusters Score -270872.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -271360.500000 Penalty: 809.838257
	Iteration 4F: 3 clusters Score -271360.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -271838.750000 Penalty: 809.838257
	Iteration 5F: 3 clusters Score -271838.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -272221.656250 Penalty: 809.838257
	Iteration 6F: 3 clusters Score -272221.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -272463.875000 Penalty: 809.838257
	Iteration 7Q: 3 clusters Score -272463.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -272594.343750 Penalty: 809.838257
	Iteration 8Q: 3 clusters Score -272594.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -272676.093750 Penalty: 809.838257
	Iteration 9Q: 3 clusters Score -272676.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -272732.968750 Penalty: 809.838257
	Iteration 10Q: 3 clusters Score -272733 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -272774.375000 Penalty: 809.838257
	Iteration 11Q: 3 clusters Score -272774.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -272804.906250 Penalty: 809.838257
	Iteration 12Q: 3 clusters Score -272804.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -272822.968750 Penalty: 809.838257
	Iteration 13Q: 3 clusters Score -272823 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -272835.375000 Penalty: 809.838257
	Iteration 14Q: 3 clusters Score -272835.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -272845.687500 Penalty: 809.838257
	Iteration 15Q: 3 clusters Score -272845.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -272854.812500 Penalty: 809.838257
	Iteration 16Q: 3 clusters Score -272854.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -272858.906250 Penalty: 809.838257
	Iteration 17Q: 3 clusters Score -272858.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -272862.000000 Penalty: 809.838257
	Iteration 18Q: 3 clusters Score -272862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -272863.875000 Penalty: 809.838257
	Iteration 19Q: 3 clusters Score -272863.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -272864.843750 Penalty: 809.838257
	Iteration 20F: 3 clusters Score -272864.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -272865.937500 Penalty: 809.838257
	Iteration 21Q: 3 clusters Score -272865.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -272866.968750 Penalty: 809.838257
	Iteration 22Q: 3 clusters Score -272867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -272867.375000 Penalty: 809.838257
	Iteration 23Q: 3 clusters Score -272867.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -272867.687500 Penalty: 809.838257
	Iteration 24Q: 3 clusters Score -272867.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -272867.468750 Penalty: 809.838257
	Iteration 25Q: 3 clusters Score -272867.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -272868.312500 Penalty: 809.838257
	Iteration 26Q: 3 clusters Score -272868.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -272869.281250 Penalty: 809.838257
	Iteration 27Q: 3 clusters Score -272869.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -272869.625000 Penalty: 809.838257
	Iteration 28Q: 3 clusters Score -272869.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -272870.218750 Penalty: 809.838257
	Iteration 29Q: 3 clusters Score -272870.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -272869.937500 Penalty: 809.838257
	Iteration 30Q: 3 clusters Score -272869.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -272870.343750 Penalty: 809.838257
	Iteration 31Q: 3 clusters Score -272870.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -272870.406250 Penalty: 809.838257
	Iteration 32Q: 3 clusters Score -272870.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -272870.843750 Penalty: 809.838257
	Iteration 33Q: 3 clusters Score -272870.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -272870.843750 Penalty: 809.838257
	Iteration 34F: 3 clusters Score -272870.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -23204.035156 Penalty: 280.430817
	Iteration 0F: 2 clusters Score -23204.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22708.443359 Penalty: 560.861633
	Iteration 0F: 3 clusters Score -22708.44 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -22829.908203 Penalty: 560.861633
	Iteration 1F: 3 clusters Score -22829.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -22859.957031 Penalty: 560.861633
	Iteration 2F: 3 clusters Score -22859.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -22870.966797 Penalty: 560.861633
	Iteration 3Q: 3 clusters Score -22870.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -22874.509766 Penalty: 560.861633
	Iteration 4Q: 3 clusters Score -22874.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -22876.226562 Penalty: 560.861633
	Iteration 5Q: 3 clusters Score -22876.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -22876.595703 Penalty: 560.861633
	Iteration 6Q: 3 clusters Score -22876.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -22876.595703 Penalty: 560.861633
	Iteration 7F: 3 clusters Score -22876.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Entering Unmasked Estep 
Score: -94025.796875 Penalty: 368.196899
	Iteration 0F: 2 clusters Score -94025.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -91770.046875 Penalty: 736.393799
	Iteration 0F: 3 clusters Score -91770.05 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -92727.812500 Penalty: 736.393799
	Iteration 1F: 3 clusters Score -92727.81 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -92939.398438 Penalty: 736.393799
	Iteration 2F: 3 clusters Score -92939.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -93100.414062 Penalty: 736.393799
	Iteration 3F: 3 clusters Score -93100.41 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -93255.281250 Penalty: 736.393799
	Iteration 4F: 3 clusters Score -93255.28 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -93383.460938 Penalty: 736.393799
	Iteration 5F: 3 clusters Score -93383.46 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -93509.656250 Penalty: 736.393799
	Iteration 6Q: 3 clusters Score -93509.66 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -93593.476562 Penalty: 736.393799
	Iteration 7Q: 3 clusters Score -93593.48 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -93643.703125 Penalty: 736.393799
	Iteration 8Q: 3 clusters Score -93643.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -93672.476562 Penalty: 736.393799
	Iteration 9Q: 3 clusters Score -93672.48 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -93688.265625 Penalty: 736.393799
	Iteration 10Q: 3 clusters Score -93688.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -93697.429688 Penalty: 736.393799
	Iteration 11Q: 3 clusters Score -93697.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -93704.437500 Penalty: 736.393799
	Iteration 12Q: 3 clusters Score -93704.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -93709.585938 Penalty: 736.393799
	Iteration 13Q: 3 clusters Score -93709.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -93712.234375 Penalty: 736.393799
	Iteration 14Q: 3 clusters Score -93712.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -93714.210938 Penalty: 736.393799
	Iteration 15Q: 3 clusters Score -93714.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -93715.765625 Penalty: 736.393799
	Iteration 16Q: 3 clusters Score -93715.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -93719.078125 Penalty: 736.393799
	Iteration 17Q: 3 clusters Score -93719.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -93721.828125 Penalty: 736.393799
	Iteration 18Q: 3 clusters Score -93721.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -93723.421875 Penalty: 736.393799
	Iteration 19Q: 3 clusters Score -93723.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -93725.820312 Penalty: 736.393799
	Iteration 20F: 3 clusters Score -93725.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -93726.984375 Penalty: 736.393799
	Iteration 21Q: 3 clusters Score -93726.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -93727.132812 Penalty: 736.393799
	Iteration 22Q: 3 clusters Score -93727.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -93727.242188 Penalty: 736.393799
	Iteration 23Q: 3 clusters Score -93727.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -93727.609375 Penalty: 736.393799
	Iteration 24Q: 3 clusters Score -93727.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -93728.023438 Penalty: 736.393799
	Iteration 25Q: 3 clusters Score -93728.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -93728.234375 Penalty: 736.393799
	Iteration 26Q: 3 clusters Score -93728.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -93728.234375 Penalty: 736.393799
	Iteration 27F: 3 clusters Score -93728.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Entering Unmasked Estep 
Score: -220437.875000 Penalty: 394.002106
	Iteration 0F: 2 clusters Score -220437.9 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 2839 members 
Entering Unmasked Estep 
Score: -216534.765625 Penalty: 788.004211
	Iteration 0F: 3 clusters Score -216534.8 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -218134.093750 Penalty: 788.004211
	Iteration 1F: 3 clusters Score -218134.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -218484.468750 Penalty: 788.004211
	Iteration 2F: 3 clusters Score -218484.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -218821.296875 Penalty: 788.004211
	Iteration 3F: 3 clusters Score -218821.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -219129.703125 Penalty: 788.004211
	Iteration 4F: 3 clusters Score -219129.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -219403.453125 Penalty: 788.004211
	Iteration 5F: 3 clusters Score -219403.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -219610.843750 Penalty: 788.004211
	Iteration 6F: 3 clusters Score -219610.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -219776.843750 Penalty: 788.004211
	Iteration 7Q: 3 clusters Score -219776.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -219877.937500 Penalty: 788.004211
	Iteration 8Q: 3 clusters Score -219877.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -219937.468750 Penalty: 788.004211
	Iteration 9Q: 3 clusters Score -219937.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -219986.187500 Penalty: 788.004211
	Iteration 10Q: 3 clusters Score -219986.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -220029.921875 Penalty: 788.004211
	Iteration 11Q: 3 clusters Score -220029.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -220082.359375 Penalty: 788.004211
	Iteration 12Q: 3 clusters Score -220082.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -220126.296875 Penalty: 788.004211
	Iteration 13Q: 3 clusters Score -220126.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -220156.890625 Penalty: 788.004211
	Iteration 14Q: 3 clusters Score -220156.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -220179.187500 Penalty: 788.004211
	Iteration 15Q: 3 clusters Score -220179.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -220193.046875 Penalty: 788.004211
	Iteration 16Q: 3 clusters Score -220193 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -220203.453125 Penalty: 788.004211
	Iteration 17Q: 3 clusters Score -220203.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -220210.437500 Penalty: 788.004211
	Iteration 18Q: 3 clusters Score -220210.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -220214.890625 Penalty: 788.004211
	Iteration 19Q: 3 clusters Score -220214.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -220221.437500 Penalty: 788.004211
	Iteration 20F: 3 clusters Score -220221.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -220228.218750 Penalty: 788.004211
	Iteration 21Q: 3 clusters Score -220228.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -220231.468750 Penalty: 788.004211
	Iteration 22Q: 3 clusters Score -220231.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -220232.468750 Penalty: 788.004211
	Iteration 23Q: 3 clusters Score -220232.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -220233.593750 Penalty: 788.004211
	Iteration 24Q: 3 clusters Score -220233.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -220233.718750 Penalty: 788.004211
	Iteration 25Q: 3 clusters Score -220233.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -220234.203125 Penalty: 788.004211
	Iteration 26Q: 3 clusters Score -220234.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -220234.968750 Penalty: 788.004211
	Iteration 27Q: 3 clusters Score -220235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -220235.750000 Penalty: 788.004211
	Iteration 28Q: 3 clusters Score -220235.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -220237.203125 Penalty: 788.004211
	Iteration 29Q: 3 clusters Score -220237.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -220239.109375 Penalty: 788.004211
	Iteration 30Q: 3 clusters Score -220239.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -220242.359375 Penalty: 788.004211
	Iteration 31Q: 3 clusters Score -220242.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -220245.296875 Penalty: 788.004211
	Iteration 32Q: 3 clusters Score -220245.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -220250.515625 Penalty: 788.004211
	Iteration 33Q: 3 clusters Score -220250.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -220255.015625 Penalty: 788.004211
	Iteration 34Q: 3 clusters Score -220255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -220258.421875 Penalty: 788.004211
	Iteration 35Q: 3 clusters Score -220258.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -220262.531250 Penalty: 788.004211
	Iteration 36Q: 3 clusters Score -220262.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -220263.906250 Penalty: 788.004211
	Iteration 37Q: 3 clusters Score -220263.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -220265.703125 Penalty: 788.004211
	Iteration 38Q: 3 clusters Score -220265.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -220265.875000 Penalty: 788.004211
	Iteration 39Q: 3 clusters Score -220265.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -220267.546875 Penalty: 788.004211
	Iteration 40F: 3 clusters Score -220267.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -220267.796875 Penalty: 788.004211
	Iteration 41Q: 3 clusters Score -220267.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -220269.281250 Penalty: 788.004211
	Iteration 42Q: 3 clusters Score -220269.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -220270.812500 Penalty: 788.004211
	Iteration 43Q: 3 clusters Score -220270.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -220271.421875 Penalty: 788.004211
	Iteration 44Q: 3 clusters Score -220271.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -220272.796875 Penalty: 788.004211
	Iteration 45Q: 3 clusters Score -220272.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -220273.765625 Penalty: 788.004211
	Iteration 46Q: 3 clusters Score -220273.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -220274.984375 Penalty: 788.004211
	Iteration 47Q: 3 clusters Score -220275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -220276.187500 Penalty: 788.004211
	Iteration 48Q: 3 clusters Score -220276.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -220276.984375 Penalty: 788.004211
	Iteration 49Q: 3 clusters Score -220277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -220277.781250 Penalty: 788.004211
	Iteration 50Q: 3 clusters Score -220277.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -220278.578125 Penalty: 788.004211
	Iteration 51Q: 3 clusters Score -220278.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -220279.187500 Penalty: 788.004211
	Iteration 52Q: 3 clusters Score -220279.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -220279.031250 Penalty: 788.004211
	Iteration 53Q: 3 clusters Score -220279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -220279.093750 Penalty: 788.004211
	Iteration 54Q: 3 clusters Score -220279.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -220279.328125 Penalty: 788.004211
	Iteration 55Q: 3 clusters Score -220279.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -220279.437500 Penalty: 788.004211
	Iteration 56Q: 3 clusters Score -220279.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -220280.781250 Penalty: 788.004211
	Iteration 57Q: 3 clusters Score -220280.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -220281.312500 Penalty: 788.004211
	Iteration 58Q: 3 clusters Score -220281.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -220283.062500 Penalty: 788.004211
	Iteration 59Q: 3 clusters Score -220283.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -220284.828125 Penalty: 788.004211
	Iteration 60F: 3 clusters Score -220284.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -220286.453125 Penalty: 788.004211
	Iteration 61Q: 3 clusters Score -220286.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -220287.093750 Penalty: 788.004211
	Iteration 62Q: 3 clusters Score -220287.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -220287.718750 Penalty: 788.004211
	Iteration 63Q: 3 clusters Score -220287.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -220288.593750 Penalty: 788.004211
	Iteration 64Q: 3 clusters Score -220288.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -220288.859375 Penalty: 788.004211
	Iteration 65Q: 3 clusters Score -220288.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -220288.890625 Penalty: 788.004211
	Iteration 66Q: 3 clusters Score -220288.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -220288.890625 Penalty: 788.004211
	Iteration 67F: 3 clusters Score -220288.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Entering Unmasked Estep 
Score: -654449.375000 Penalty: 448.070831
	Iteration 0F: 2 clusters Score -654449.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -641769.750000 Penalty: 896.141663
	Iteration 0F: 3 clusters Score -641769.8 nChanged 9067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -647663.687500 Penalty: 896.141663
	Iteration 1F: 3 clusters Score -647663.7 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -648390.437500 Penalty: 896.141663
	Iteration 2F: 3 clusters Score -648390.4 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -649172.125000 Penalty: 896.141663
	Iteration 3F: 3 clusters Score -649172.1 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -650064.500000 Penalty: 896.141663
	Iteration 4F: 3 clusters Score -650064.5 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -650948.187500 Penalty: 896.141663
	Iteration 5F: 3 clusters Score -650948.2 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -651755.125000 Penalty: 896.141663
	Iteration 6F: 3 clusters Score -651755.1 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -652438.750000 Penalty: 896.141663
	Iteration 7Q: 3 clusters Score -652438.8 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -652894.750000 Penalty: 896.141663
	Iteration 8Q: 3 clusters Score -652894.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -653181.625000 Penalty: 896.141663
	Iteration 9Q: 3 clusters Score -653181.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -653395.687500 Penalty: 896.141663
	Iteration 10Q: 3 clusters Score -653395.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -653570.562500 Penalty: 896.141663
	Iteration 11Q: 3 clusters Score -653570.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -653709.562500 Penalty: 896.141663
	Iteration 12Q: 3 clusters Score -653709.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -653821.250000 Penalty: 896.141663
	Iteration 13Q: 3 clusters Score -653821.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -653895.125000 Penalty: 896.141663
	Iteration 14Q: 3 clusters Score -653895.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -653947.625000 Penalty: 896.141663
	Iteration 15Q: 3 clusters Score -653947.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -653992.875000 Penalty: 896.141663
	Iteration 16Q: 3 clusters Score -653992.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -654021.375000 Penalty: 896.141663
	Iteration 17Q: 3 clusters Score -654021.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -654044.250000 Penalty: 896.141663
	Iteration 18Q: 3 clusters Score -654044.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -654057.062500 Penalty: 896.141663
	Iteration 19Q: 3 clusters Score -654057.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -654060.937500 Penalty: 896.141663
	Iteration 20F: 3 clusters Score -654060.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -654066.125000 Penalty: 896.141663
	Iteration 21Q: 3 clusters Score -654066.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -654071.500000 Penalty: 896.141663
	Iteration 22Q: 3 clusters Score -654071.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -654077.750000 Penalty: 896.141663
	Iteration 23Q: 3 clusters Score -654077.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -654080.625000 Penalty: 896.141663
	Iteration 24Q: 3 clusters Score -654080.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -654081.750000 Penalty: 896.141663
	Iteration 25Q: 3 clusters Score -654081.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -654082.187500 Penalty: 896.141663
	Iteration 26Q: 3 clusters Score -654082.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -654082.187500 Penalty: 896.141663
	Iteration 27Q: 3 clusters Score -654082.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -654083.250000 Penalty: 896.141663
	Iteration 28Q: 3 clusters Score -654083.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -654083.250000 Penalty: 896.141663
	Iteration 29F: 3 clusters Score -654083.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Entering Unmasked Estep 
Score: -443336.312500 Penalty: 428.463715
	Iteration 0F: 2 clusters Score -443336.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -435272.468750 Penalty: 856.927429
	Iteration 0F: 3 clusters Score -435272.5 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -438724.125000 Penalty: 856.927429
	Iteration 1F: 3 clusters Score -438724.1 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -439412.281250 Penalty: 856.927429
	Iteration 2F: 3 clusters Score -439412.3 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -440434.062500 Penalty: 856.927429
	Iteration 3F: 3 clusters Score -440434.1 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -441396.281250 Penalty: 856.927429
	Iteration 4F: 3 clusters Score -441396.3 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -442064.343750 Penalty: 856.927429
	Iteration 5F: 3 clusters Score -442064.3 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -442420.687500 Penalty: 856.927429
	Iteration 6Q: 3 clusters Score -442420.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -442703.468750 Penalty: 856.927429
	Iteration 7Q: 3 clusters Score -442703.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -442920.531250 Penalty: 856.927429
	Iteration 8Q: 3 clusters Score -442920.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -443090.906250 Penalty: 856.927429
	Iteration 9Q: 3 clusters Score -443090.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -443223.500000 Penalty: 856.927429
	Iteration 10Q: 3 clusters Score -443223.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -443301.843750 Penalty: 856.927429
	Iteration 11Q: 3 clusters Score -443301.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -443330.656250 Penalty: 856.927429
	Iteration 12Q: 3 clusters Score -443330.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -443346.718750 Penalty: 856.927429
	Iteration 13Q: 3 clusters Score -443346.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -443355.437500 Penalty: 856.927429
	Iteration 14Q: 3 clusters Score -443355.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -443359.906250 Penalty: 856.927429
	Iteration 15Q: 3 clusters Score -443359.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -443362.968750 Penalty: 856.927429
	Iteration 16Q: 3 clusters Score -443363 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -443366.562500 Penalty: 856.927429
	Iteration 17Q: 3 clusters Score -443366.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -443369.656250 Penalty: 856.927429
	Iteration 18Q: 3 clusters Score -443369.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -443374.562500 Penalty: 856.927429
	Iteration 19Q: 3 clusters Score -443374.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -443378.718750 Penalty: 856.927429
	Iteration 20F: 3 clusters Score -443378.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -443384.281250 Penalty: 856.927429
	Iteration 21Q: 3 clusters Score -443384.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -443387.718750 Penalty: 856.927429
	Iteration 22Q: 3 clusters Score -443387.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -443392.156250 Penalty: 856.927429
	Iteration 23Q: 3 clusters Score -443392.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -443395.687500 Penalty: 856.927429
	Iteration 24Q: 3 clusters Score -443395.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -443399.281250 Penalty: 856.927429
	Iteration 25Q: 3 clusters Score -443399.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -443403.093750 Penalty: 856.927429
	Iteration 26Q: 3 clusters Score -443403.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -443405.468750 Penalty: 856.927429
	Iteration 27Q: 3 clusters Score -443405.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -443406.375000 Penalty: 856.927429
	Iteration 28Q: 3 clusters Score -443406.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -443408.500000 Penalty: 856.927429
	Iteration 29Q: 3 clusters Score -443408.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -443411.375000 Penalty: 856.927429
	Iteration 30Q: 3 clusters Score -443411.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -443414.593750 Penalty: 856.927429
	Iteration 31Q: 3 clusters Score -443414.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -443420.343750 Penalty: 856.927429
	Iteration 32Q: 3 clusters Score -443420.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -443426.750000 Penalty: 856.927429
	Iteration 33Q: 3 clusters Score -443426.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -443435.250000 Penalty: 856.927429
	Iteration 34Q: 3 clusters Score -443435.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -443442.531250 Penalty: 856.927429
	Iteration 35Q: 3 clusters Score -443442.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -443447.437500 Penalty: 856.927429
	Iteration 36Q: 3 clusters Score -443447.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -443450.375000 Penalty: 856.927429
	Iteration 37Q: 3 clusters Score -443450.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -443458.031250 Penalty: 856.927429
	Iteration 38Q: 3 clusters Score -443458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -443474.187500 Penalty: 856.927429
	Iteration 39Q: 3 clusters Score -443474.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -443486.718750 Penalty: 856.927429
	Iteration 40F: 3 clusters Score -443486.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -443505.062500 Penalty: 856.927429
	Iteration 41Q: 3 clusters Score -443505.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -443531.250000 Penalty: 856.927429
	Iteration 42Q: 3 clusters Score -443531.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -443563.593750 Penalty: 856.927429
	Iteration 43Q: 3 clusters Score -443563.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -443597.093750 Penalty: 856.927429
	Iteration 44Q: 3 clusters Score -443597.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -443628.687500 Penalty: 856.927429
	Iteration 45Q: 3 clusters Score -443628.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -443647.812500 Penalty: 856.927429
	Iteration 46Q: 3 clusters Score -443647.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -443658.093750 Penalty: 856.927429
	Iteration 47Q: 3 clusters Score -443658.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -443672.406250 Penalty: 856.927429
	Iteration 48Q: 3 clusters Score -443672.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -443683.562500 Penalty: 856.927429
	Iteration 49Q: 3 clusters Score -443683.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -443688.437500 Penalty: 856.927429
	Iteration 50Q: 3 clusters Score -443688.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -443692.125000 Penalty: 856.927429
	Iteration 51Q: 3 clusters Score -443692.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -443693.593750 Penalty: 856.927429
	Iteration 52Q: 3 clusters Score -443693.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -443695.468750 Penalty: 856.927429
	Iteration 53Q: 3 clusters Score -443695.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -443698.125000 Penalty: 856.927429
	Iteration 54Q: 3 clusters Score -443698.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -443700.375000 Penalty: 856.927429
	Iteration 55Q: 3 clusters Score -443700.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -443700.250000 Penalty: 856.927429
	Iteration 56Q: 3 clusters Score -443700.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -443700.875000 Penalty: 856.927429
	Iteration 57Q: 3 clusters Score -443700.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -443702.593750 Penalty: 856.927429
	Iteration 58Q: 3 clusters Score -443702.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -443703.718750 Penalty: 856.927429
	Iteration 59Q: 3 clusters Score -443703.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -443703.343750 Penalty: 856.927429
	Iteration 60F: 3 clusters Score -443703.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -443704.375000 Penalty: 856.927429
	Iteration 61Q: 3 clusters Score -443704.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -443704.437500 Penalty: 856.927429
	Iteration 62Q: 3 clusters Score -443704.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -443706.250000 Penalty: 856.927429
	Iteration 63Q: 3 clusters Score -443706.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -443705.625000 Penalty: 856.927429
	Iteration 64Q: 3 clusters Score -443705.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -443705.781250 Penalty: 856.927429
	Iteration 65Q: 3 clusters Score -443705.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -443707.125000 Penalty: 856.927429
	Iteration 66Q: 3 clusters Score -443707.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -443707.156250 Penalty: 856.927429
	Iteration 67Q: 3 clusters Score -443707.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -443706.812500 Penalty: 856.927429
	Iteration 68Q: 3 clusters Score -443706.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -443707.187500 Penalty: 856.927429
	Iteration 69Q: 3 clusters Score -443707.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -443708.156250 Penalty: 856.927429
	Iteration 70Q: 3 clusters Score -443708.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -443707.656250 Penalty: 856.927429
	Iteration 71Q: 3 clusters Score -443707.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -443707.656250 Penalty: 856.927429
	Iteration 72Q: 3 clusters Score -443707.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -443707.062500 Penalty: 856.927429
	Iteration 73Q: 3 clusters Score -443707.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -443708.343750 Penalty: 856.927429
	Iteration 74Q: 3 clusters Score -443708.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -443708.343750 Penalty: 856.927429
	Iteration 75F: 3 clusters Score -443708.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 530813 members 
Mstep: Class 3 contains 7716 members 
Mstep: Class 4 contains 670 members 
Mstep: Class 5 contains 480997 members 
Mstep: Class 6 contains 849 members 
Mstep: Class 7 contains 7327 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 3269 members 
Mstep: Class 10 contains 5764 members 
Mstep: Class 11 contains 18915 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 7337 members 
Mstep: Class 14 contains 12210 members 
Mstep: Class 15 contains 1706 members 
Mstep: Class 16 contains 12846 members 
Mstep: Class 17 contains 106125 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 11520 members 
Mstep: Class 20 contains 2842 members 
Mstep: Class 21 contains 18340 members 
Mstep: Class 22 contains 14530 members 
Mstep: Class 23 contains 3336 members 
Mstep: Class 24 contains 3163 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 7524 members 
Mstep: Class 27 contains 610 members 
Mstep: Class 28 contains 34078 members 
Mstep: Class 29 contains 4645 members 
Mstep: Class 30 contains 18385 members 
Mstep: Class 31 contains 1016 members 
Mstep: Class 32 contains 12848 members 
Mstep: Class 33 contains 8253 members 
Mstep: Class 34 contains 1758 members 
Mstep: Class 35 contains 5067 members 
Mstep: Class 36 contains 22678 members 
Mstep: Class 37 contains 10165 members 
Entering Unmasked Estep 
Score: -50358492.000000 Penalty: 23810.361328
Splitting cluster 12 changes total score from -50358408.000000 to -50358492.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 13 (7337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Entering Unmasked Estep 
Score: -273125.843750 Penalty: 404.981171
	Iteration 0F: 2 clusters Score -273125.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -268221.625000 Penalty: 809.962341
	Iteration 0F: 3 clusters Score -268221.6 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -270077.000000 Penalty: 809.962341
	Iteration 1F: 3 clusters Score -270077 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -270266.531250 Penalty: 809.962341
	Iteration 2F: 3 clusters Score -270266.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -270535.218750 Penalty: 809.962341
	Iteration 3F: 3 clusters Score -270535.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -270892.906250 Penalty: 809.962341
	Iteration 4F: 3 clusters Score -270892.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -271321.187500 Penalty: 809.962341
	Iteration 5F: 3 clusters Score -271321.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -271729.562500 Penalty: 809.962341
	Iteration 6F: 3 clusters Score -271729.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -271941.875000 Penalty: 809.962341
	Iteration 7F: 3 clusters Score -271941.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -272032.500000 Penalty: 809.962341
	Iteration 8Q: 3 clusters Score -272032.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -272090.187500 Penalty: 809.962341
	Iteration 9Q: 3 clusters Score -272090.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -272145.718750 Penalty: 809.962341
	Iteration 10Q: 3 clusters Score -272145.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -272199.875000 Penalty: 809.962341
	Iteration 11Q: 3 clusters Score -272199.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -272254.937500 Penalty: 809.962341
	Iteration 12Q: 3 clusters Score -272254.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -272311.187500 Penalty: 809.962341
	Iteration 13Q: 3 clusters Score -272311.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -272371.656250 Penalty: 809.962341
	Iteration 14Q: 3 clusters Score -272371.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -272433.468750 Penalty: 809.962341
	Iteration 15Q: 3 clusters Score -272433.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -272506.093750 Penalty: 809.962341
	Iteration 16Q: 3 clusters Score -272506.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -272568.250000 Penalty: 809.962341
	Iteration 17Q: 3 clusters Score -272568.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -272627.312500 Penalty: 809.962341
	Iteration 18Q: 3 clusters Score -272627.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -272682.906250 Penalty: 809.962341
	Iteration 19Q: 3 clusters Score -272682.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -272736.406250 Penalty: 809.962341
	Iteration 20F: 3 clusters Score -272736.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -272775.312500 Penalty: 809.962341
	Iteration 21Q: 3 clusters Score -272775.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -272800.031250 Penalty: 809.962341
	Iteration 22Q: 3 clusters Score -272800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -272822.968750 Penalty: 809.962341
	Iteration 23Q: 3 clusters Score -272823 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -272844.718750 Penalty: 809.962341
	Iteration 24Q: 3 clusters Score -272844.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -272872.218750 Penalty: 809.962341
	Iteration 25Q: 3 clusters Score -272872.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -272902.187500 Penalty: 809.962341
	Iteration 26Q: 3 clusters Score -272902.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -272925.468750 Penalty: 809.962341
	Iteration 27Q: 3 clusters Score -272925.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -272955.093750 Penalty: 809.962341
	Iteration 28Q: 3 clusters Score -272955.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -272976.843750 Penalty: 809.962341
	Iteration 29Q: 3 clusters Score -272976.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -272984.343750 Penalty: 809.962341
	Iteration 30Q: 3 clusters Score -272984.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -272993.812500 Penalty: 809.962341
	Iteration 31Q: 3 clusters Score -272993.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -273003.062500 Penalty: 809.962341
	Iteration 32Q: 3 clusters Score -273003.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -273014.437500 Penalty: 809.962341
	Iteration 33Q: 3 clusters Score -273014.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -273023.187500 Penalty: 809.962341
	Iteration 34Q: 3 clusters Score -273023.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -273038.187500 Penalty: 809.962341
	Iteration 35Q: 3 clusters Score -273038.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -273053.781250 Penalty: 809.962341
	Iteration 36Q: 3 clusters Score -273053.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -273065.125000 Penalty: 809.962341
	Iteration 37Q: 3 clusters Score -273065.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -273073.125000 Penalty: 809.962341
	Iteration 38Q: 3 clusters Score -273073.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -273077.718750 Penalty: 809.962341
	Iteration 39Q: 3 clusters Score -273077.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -273081.156250 Penalty: 809.962341
	Iteration 40F: 3 clusters Score -273081.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -273084.656250 Penalty: 809.962341
	Iteration 41Q: 3 clusters Score -273084.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -273085.156250 Penalty: 809.962341
	Iteration 42Q: 3 clusters Score -273085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -273085.406250 Penalty: 809.962341
	Iteration 43Q: 3 clusters Score -273085.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -273086.062500 Penalty: 809.962341
	Iteration 44Q: 3 clusters Score -273086.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -273086.281250 Penalty: 809.962341
	Iteration 45Q: 3 clusters Score -273086.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -273086.125000 Penalty: 809.962341
	Iteration 46Q: 3 clusters Score -273086.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -273086.062500 Penalty: 809.962341
	Iteration 47Q: 3 clusters Score -273086.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -273086.062500 Penalty: 809.962341
	Iteration 48F: 3 clusters Score -273086.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Entering Unmasked Estep 
Score: -456940.093750 Penalty: 428.155457
	Iteration 0F: 2 clusters Score -456940.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -448708.875000 Penalty: 856.310913
	Iteration 0F: 3 clusters Score -448708.9 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -452028.375000 Penalty: 856.310913
	Iteration 1F: 3 clusters Score -452028.4 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -452322.437500 Penalty: 856.310913
	Iteration 2F: 3 clusters Score -452322.4 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -452730.250000 Penalty: 856.310913
	Iteration 3F: 3 clusters Score -452730.2 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -453294.031250 Penalty: 856.310913
	Iteration 4F: 3 clusters Score -453294 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -453967.375000 Penalty: 856.310913
	Iteration 5F: 3 clusters Score -453967.4 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -454643.406250 Penalty: 856.310913
	Iteration 6F: 3 clusters Score -454643.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -455154.281250 Penalty: 856.310913
	Iteration 7F: 3 clusters Score -455154.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -455505.031250 Penalty: 856.310913
	Iteration 8Q: 3 clusters Score -455505 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -455739.562500 Penalty: 856.310913
	Iteration 9Q: 3 clusters Score -455739.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -455914.937500 Penalty: 856.310913
	Iteration 10Q: 3 clusters Score -455914.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -456057.312500 Penalty: 856.310913
	Iteration 11Q: 3 clusters Score -456057.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -456166.843750 Penalty: 856.310913
	Iteration 12Q: 3 clusters Score -456166.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -456270.468750 Penalty: 856.310913
	Iteration 13Q: 3 clusters Score -456270.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -456350.062500 Penalty: 856.310913
	Iteration 14Q: 3 clusters Score -456350.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -456401.156250 Penalty: 856.310913
	Iteration 15Q: 3 clusters Score -456401.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -456444.656250 Penalty: 856.310913
	Iteration 16Q: 3 clusters Score -456444.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -456476.656250 Penalty: 856.310913
	Iteration 17Q: 3 clusters Score -456476.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -456508.968750 Penalty: 856.310913
	Iteration 18Q: 3 clusters Score -456509 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -456534.062500 Penalty: 856.310913
	Iteration 19Q: 3 clusters Score -456534.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -456553.406250 Penalty: 856.310913
	Iteration 20F: 3 clusters Score -456553.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -456563.125000 Penalty: 856.310913
	Iteration 21Q: 3 clusters Score -456563.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -456568.812500 Penalty: 856.310913
	Iteration 22Q: 3 clusters Score -456568.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -456576.562500 Penalty: 856.310913
	Iteration 23Q: 3 clusters Score -456576.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -456577.406250 Penalty: 856.310913
	Iteration 24Q: 3 clusters Score -456577.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -456577.406250 Penalty: 856.310913
	Iteration 25F: 3 clusters Score -456577.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Entering Unmasked Estep 
Score: -61610.312500 Penalty: 338.606750
	Iteration 0F: 2 clusters Score -61610.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -60314.343750 Penalty: 677.213501
	Iteration 0F: 3 clusters Score -60314.34 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -60791.335938 Penalty: 677.213501
	Iteration 1F: 3 clusters Score -60791.34 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -60912.093750 Penalty: 677.213501
	Iteration 2F: 3 clusters Score -60912.09 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -61028.234375 Penalty: 677.213501
	Iteration 3F: 3 clusters Score -61028.23 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -61112.195312 Penalty: 677.213501
	Iteration 4F: 3 clusters Score -61112.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -61198.269531 Penalty: 677.213501
	Iteration 5Q: 3 clusters Score -61198.27 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -61242.132812 Penalty: 677.213501
	Iteration 6Q: 3 clusters Score -61242.13 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -61261.738281 Penalty: 677.213501
	Iteration 7Q: 3 clusters Score -61261.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -61272.019531 Penalty: 677.213501
	Iteration 8Q: 3 clusters Score -61272.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -61278.597656 Penalty: 677.213501
	Iteration 9Q: 3 clusters Score -61278.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -61284.242188 Penalty: 677.213501
	Iteration 10Q: 3 clusters Score -61284.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -61291.339844 Penalty: 677.213501
	Iteration 11Q: 3 clusters Score -61291.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -61295.230469 Penalty: 677.213501
	Iteration 12Q: 3 clusters Score -61295.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -61298.390625 Penalty: 677.213501
	Iteration 13Q: 3 clusters Score -61298.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -61299.468750 Penalty: 677.213501
	Iteration 14Q: 3 clusters Score -61299.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -61300.445312 Penalty: 677.213501
	Iteration 15Q: 3 clusters Score -61300.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -61302.136719 Penalty: 677.213501
	Iteration 16Q: 3 clusters Score -61302.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -61303.082031 Penalty: 677.213501
	Iteration 17Q: 3 clusters Score -61303.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -61303.183594 Penalty: 677.213501
	Iteration 18Q: 3 clusters Score -61303.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -61303.183594 Penalty: 677.213501
	Iteration 19F: 3 clusters Score -61303.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Entering Unmasked Estep 
Score: -446470.687500 Penalty: 430.465851
	Iteration 0F: 2 clusters Score -446470.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -438012.656250 Penalty: 860.931702
	Iteration 0F: 3 clusters Score -438012.7 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -442008.000000 Penalty: 860.931702
	Iteration 1F: 3 clusters Score -442008 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -442801.250000 Penalty: 860.931702
	Iteration 2F: 3 clusters Score -442801.2 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -443520.500000 Penalty: 860.931702
	Iteration 3F: 3 clusters Score -443520.5 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -444062.531250 Penalty: 860.931702
	Iteration 4F: 3 clusters Score -444062.5 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -444476.906250 Penalty: 860.931702
	Iteration 5Q: 3 clusters Score -444476.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -444761.656250 Penalty: 860.931702
	Iteration 6Q: 3 clusters Score -444761.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -444945.968750 Penalty: 860.931702
	Iteration 7Q: 3 clusters Score -444946 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -445094.000000 Penalty: 860.931702
	Iteration 8Q: 3 clusters Score -445094 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -445250.125000 Penalty: 860.931702
	Iteration 9Q: 3 clusters Score -445250.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -445413.062500 Penalty: 860.931702
	Iteration 10Q: 3 clusters Score -445413.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -445586.343750 Penalty: 860.931702
	Iteration 11Q: 3 clusters Score -445586.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -445774.218750 Penalty: 860.931702
	Iteration 12Q: 3 clusters Score -445774.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -445938.312500 Penalty: 860.931702
	Iteration 13Q: 3 clusters Score -445938.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -446100.312500 Penalty: 860.931702
	Iteration 14Q: 3 clusters Score -446100.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -446272.687500 Penalty: 860.931702
	Iteration 15Q: 3 clusters Score -446272.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -446481.656250 Penalty: 860.931702
	Iteration 16Q: 3 clusters Score -446481.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -446808.281250 Penalty: 860.931702
	Iteration 17Q: 3 clusters Score -446808.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -447247.281250 Penalty: 860.931702
	Iteration 18Q: 3 clusters Score -447247.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -447467.437500 Penalty: 860.931702
	Iteration 19Q: 3 clusters Score -447467.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -447552.218750 Penalty: 860.931702
	Iteration 20F: 3 clusters Score -447552.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -447586.500000 Penalty: 860.931702
	Iteration 21Q: 3 clusters Score -447586.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -447602.375000 Penalty: 860.931702
	Iteration 22Q: 3 clusters Score -447602.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -447614.875000 Penalty: 860.931702
	Iteration 23Q: 3 clusters Score -447614.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -447620.656250 Penalty: 860.931702
	Iteration 24Q: 3 clusters Score -447620.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -447624.843750 Penalty: 860.931702
	Iteration 25Q: 3 clusters Score -447624.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -447628.937500 Penalty: 860.931702
	Iteration 26Q: 3 clusters Score -447628.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -447630.062500 Penalty: 860.931702
	Iteration 27Q: 3 clusters Score -447630.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -447630.968750 Penalty: 860.931702
	Iteration 28Q: 3 clusters Score -447631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -447631.656250 Penalty: 860.931702
	Iteration 29Q: 3 clusters Score -447631.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -447633.031250 Penalty: 860.931702
	Iteration 30Q: 3 clusters Score -447633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -447632.968750 Penalty: 860.931702
	Iteration 31Q: 3 clusters Score -447633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -447633.531250 Penalty: 860.931702
	Iteration 32Q: 3 clusters Score -447633.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -447633.625000 Penalty: 860.931702
	Iteration 33Q: 3 clusters Score -447633.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -447635.593750 Penalty: 860.931702
	Iteration 34Q: 3 clusters Score -447635.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -447635.187500 Penalty: 860.931702
	Iteration 35Q: 3 clusters Score -447635.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -447634.781250 Penalty: 860.931702
	Iteration 36Q: 3 clusters Score -447634.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -447635.562500 Penalty: 860.931702
	Iteration 37Q: 3 clusters Score -447635.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -447635.593750 Penalty: 860.931702
	Iteration 38Q: 3 clusters Score -447635.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -447636.062500 Penalty: 860.931702
	Iteration 39Q: 3 clusters Score -447636.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -447636.062500 Penalty: 860.931702
	Iteration 40F: 3 clusters Score -447636.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 530813 members 
Mstep: Class 3 contains 7716 members 
Mstep: Class 4 contains 670 members 
Mstep: Class 5 contains 480997 members 
Mstep: Class 6 contains 849 members 
Mstep: Class 7 contains 7327 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 3269 members 
Mstep: Class 10 contains 5764 members 
Mstep: Class 11 contains 18915 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 7337 members 
Mstep: Class 14 contains 12210 members 
Mstep: Class 15 contains 1706 members 
Mstep: Class 16 contains 2210 members 
Mstep: Class 17 contains 106125 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 11520 members 
Mstep: Class 20 contains 2842 members 
Mstep: Class 21 contains 18340 members 
Mstep: Class 22 contains 14530 members 
Mstep: Class 23 contains 3336 members 
Mstep: Class 24 contains 3163 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 7524 members 
Mstep: Class 27 contains 610 members 
Mstep: Class 28 contains 34078 members 
Mstep: Class 29 contains 4645 members 
Mstep: Class 30 contains 18385 members 
Mstep: Class 31 contains 1016 members 
Mstep: Class 32 contains 12848 members 
Mstep: Class 33 contains 8253 members 
Mstep: Class 34 contains 1758 members 
Mstep: Class 35 contains 5067 members 
Mstep: Class 36 contains 22678 members 
Mstep: Class 37 contains 10165 members 
Mstep: Class 38 contains 10636 members 
Entering Unmasked Estep 
Score: -50359416.000000 Penalty: 24453.884766
Splitting cluster 16 changes total score from -50358408.000000 to -50359416.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 17 (106125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106125 members 
Entering Unmasked Estep 
Score: -4092233.750000 Penalty: 526.542969
	Iteration 0F: 2 clusters Score -4092234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -4020474.250000 Penalty: 1053.085938
	Iteration 0F: 3 clusters Score -4020474 nChanged 52018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 52945 members 
Entering Unmasked Estep 
Score: -4052030.250000 Penalty: 1053.085938
	Iteration 1F: 3 clusters Score -4052030 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -4054192.000000 Penalty: 1053.085938
	Iteration 2Q: 3 clusters Score -4054192 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -4057776.250000 Penalty: 1053.085938
	Iteration 3F: 3 clusters Score -4057776 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 53078 members 
Entering Unmasked Estep 
Score: -4063208.250000 Penalty: 1053.085938
	Iteration 4F: 3 clusters Score -4063208 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -4068352.500000 Penalty: 1053.085938
	Iteration 5F: 3 clusters Score -4068352 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 52597 members 
Entering Unmasked Estep 
Score: -4070751.500000 Penalty: 1053.085938
	Iteration 6F: 3 clusters Score -4070752 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 52471 members 
Entering Unmasked Estep 
Score: -4071418.250000 Penalty: 1053.085938
	Iteration 7Q: 3 clusters Score -4071418 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -4071567.250000 Penalty: 1053.085938
	Iteration 8Q: 3 clusters Score -4071567 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -4071631.250000 Penalty: 1053.085938
	Iteration 9Q: 3 clusters Score -4071631 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54088 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -4071660.250000 Penalty: 1053.085938
	Iteration 10Q: 3 clusters Score -4071660 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54290 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -4071698.250000 Penalty: 1053.085938
	Iteration 11Q: 3 clusters Score -4071698 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -4071720.000000 Penalty: 1053.085938
	Iteration 12Q: 3 clusters Score -4071720 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -4071742.000000 Penalty: 1053.085938
	Iteration 13Q: 3 clusters Score -4071742 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -4071774.500000 Penalty: 1053.085938
	Iteration 14Q: 3 clusters Score -4071774 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 50825 members 
Entering Unmasked Estep 
Score: -4071825.000000 Penalty: 1053.085938
	Iteration 15Q: 3 clusters Score -4071825 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 50536 members 
Entering Unmasked Estep 
Score: -4071843.750000 Penalty: 1053.085938
	Iteration 16Q: 3 clusters Score -4071844 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55910 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -4071871.750000 Penalty: 1053.085938
	Iteration 17Q: 3 clusters Score -4071872 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56229 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -4071905.750000 Penalty: 1053.085938
	Iteration 18Q: 3 clusters Score -4071906 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56548 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -4071930.500000 Penalty: 1053.085938
	Iteration 19Q: 3 clusters Score -4071930 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56913 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -4071966.750000 Penalty: 1053.085938
	Iteration 20F: 3 clusters Score -4071967 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57314 members 
Mstep: Class 2 contains 48811 members 
Entering Unmasked Estep 
Score: -4072013.000000 Penalty: 1053.085938
	Iteration 21Q: 3 clusters Score -4072013 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
Score: -4072046.000000 Penalty: 1053.085938
	Iteration 22Q: 3 clusters Score -4072046 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58154 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -4072079.750000 Penalty: 1053.085938
	Iteration 23Q: 3 clusters Score -4072080 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -4072153.750000 Penalty: 1053.085938
	Iteration 24Q: 3 clusters Score -4072154 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -4072240.500000 Penalty: 1053.085938
	Iteration 25Q: 3 clusters Score -4072240 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -4072341.000000 Penalty: 1053.085938
	Iteration 26Q: 3 clusters Score -4072341 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60501 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -4072440.500000 Penalty: 1053.085938
	Iteration 27Q: 3 clusters Score -4072440 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61313 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -4072544.000000 Penalty: 1053.085938
	Iteration 28Q: 3 clusters Score -4072544 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62221 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -4072698.000000 Penalty: 1053.085938
	Iteration 29Q: 3 clusters Score -4072698 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63284 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -4072921.000000 Penalty: 1053.085938
	Iteration 30Q: 3 clusters Score -4072921 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64472 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -4073204.750000 Penalty: 1053.085938
	Iteration 31Q: 3 clusters Score -4073205 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65773 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -4073494.750000 Penalty: 1053.085938
	Iteration 32Q: 3 clusters Score -4073495 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67175 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -4073827.000000 Penalty: 1053.085938
	Iteration 33Q: 3 clusters Score -4073827 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68732 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -4074225.250000 Penalty: 1053.085938
	Iteration 34Q: 3 clusters Score -4074225 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70420 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -4074785.250000 Penalty: 1053.085938
	Iteration 35Q: 3 clusters Score -4074785 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72244 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -4075423.250000 Penalty: 1053.085938
	Iteration 36Q: 3 clusters Score -4075423 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74224 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -4076157.250000 Penalty: 1053.085938
	Iteration 37Q: 3 clusters Score -4076157 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76284 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -4076984.000000 Penalty: 1053.085938
	Iteration 38Q: 3 clusters Score -4076984 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78526 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -4077985.250000 Penalty: 1053.085938
	Iteration 39Q: 3 clusters Score -4077985 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80837 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -4079053.250000 Penalty: 1053.085938
	Iteration 40F: 3 clusters Score -4079053 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83143 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -4080221.750000 Penalty: 1053.085938
	Iteration 41Q: 3 clusters Score -4080222 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85508 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -4081512.500000 Penalty: 1053.085938
	Iteration 42Q: 3 clusters Score -4081512 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87736 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -4082798.500000 Penalty: 1053.085938
	Iteration 43Q: 3 clusters Score -4082798 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89747 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -4084073.500000 Penalty: 1053.085938
	Iteration 44Q: 3 clusters Score -4084074 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91612 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -4085337.750000 Penalty: 1053.085938
	Iteration 45Q: 3 clusters Score -4085338 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93274 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -4086516.000000 Penalty: 1053.085938
	Iteration 46Q: 3 clusters Score -4086516 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94639 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -4087516.250000 Penalty: 1053.085938
	Iteration 47Q: 3 clusters Score -4087516 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95772 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -4088387.000000 Penalty: 1053.085938
	Iteration 48Q: 3 clusters Score -4088387 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96653 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -4089022.750000 Penalty: 1053.085938
	Iteration 49Q: 3 clusters Score -4089023 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97370 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -4089472.000000 Penalty: 1053.085938
	Iteration 50Q: 3 clusters Score -4089472 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97968 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -4089876.500000 Penalty: 1053.085938
	Iteration 51Q: 3 clusters Score -4089876 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98496 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -4090159.250000 Penalty: 1053.085938
	Iteration 52Q: 3 clusters Score -4090159 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98945 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -4090386.000000 Penalty: 1053.085938
	Iteration 53Q: 3 clusters Score -4090386 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99361 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -4090558.750000 Penalty: 1053.085938
	Iteration 54Q: 3 clusters Score -4090559 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99752 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -4090738.500000 Penalty: 1053.085938
	Iteration 55Q: 3 clusters Score -4090738 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100111 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -4090863.250000 Penalty: 1053.085938
	Iteration 56Q: 3 clusters Score -4090863 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100454 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -4090954.250000 Penalty: 1053.085938
	Iteration 57Q: 3 clusters Score -4090954 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100764 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -4091021.000000 Penalty: 1053.085938
	Iteration 58Q: 3 clusters Score -4091021 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101050 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -4091075.250000 Penalty: 1053.085938
	Iteration 59Q: 3 clusters Score -4091075 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101311 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -4091150.250000 Penalty: 1053.085938
	Iteration 60F: 3 clusters Score -4091150 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101525 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -4091215.000000 Penalty: 1053.085938
	Iteration 61Q: 3 clusters Score -4091215 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101727 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -4091270.000000 Penalty: 1053.085938
	Iteration 62Q: 3 clusters Score -4091270 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101908 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -4091325.500000 Penalty: 1053.085938
	Iteration 63Q: 3 clusters Score -4091326 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102067 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -4091356.000000 Penalty: 1053.085938
	Iteration 64Q: 3 clusters Score -4091356 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102219 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -4091379.500000 Penalty: 1053.085938
	Iteration 65Q: 3 clusters Score -4091380 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102380 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -4091410.250000 Penalty: 1053.085938
	Iteration 66Q: 3 clusters Score -4091410 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102545 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4091449 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102682 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -4091470.750000 Penalty: 1053.085938
	Iteration 68Q: 3 clusters Score -4091471 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102821 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -4091497.750000 Penalty: 1053.085938
	Iteration 69Q: 3 clusters Score -4091498 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102943 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -4091526.750000 Penalty: 1053.085938
	Iteration 70Q: 3 clusters Score -4091527 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103046 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -4091543.250000 Penalty: 1053.085938
	Iteration 71Q: 3 clusters Score -4091543 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103128 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4091547.000000 Penalty: 1053.085938
	Iteration 72Q: 3 clusters Score -4091547 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103210 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -4091558.250000 Penalty: 1053.085938
	Iteration 73Q: 3 clusters Score -4091558 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103283 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -4091567.500000 Penalty: 1053.085938
	Iteration 74Q: 3 clusters Score -4091568 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103351 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -4091577.750000 Penalty: 1053.085938
	Iteration 75Q: 3 clusters Score -4091578 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103429 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -4091598.750000 Penalty: 1053.085938
	Iteration 76Q: 3 clusters Score -4091599 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103496 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -4091613.000000 Penalty: 1053.085938
	Iteration 77Q: 3 clusters Score -4091613 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103566 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -4091620.500000 Penalty: 1053.085938
	Iteration 78Q: 3 clusters Score -4091620 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103640 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4091638.000000 Penalty: 1053.085938
	Iteration 79Q: 3 clusters Score -4091638 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103726 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4091659.750000 Penalty: 1053.085938
	Iteration 80F: 3 clusters Score -4091660 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103800 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4091680.250000 Penalty: 1053.085938
	Iteration 81Q: 3 clusters Score -4091680 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103884 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4091689.250000 Penalty: 1053.085938
	Iteration 82Q: 3 clusters Score -4091689 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103951 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4091697.500000 Penalty: 1053.085938
	Iteration 83Q: 3 clusters Score -4091698 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104022 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -4091712.250000 Penalty: 1053.085938
	Iteration 84Q: 3 clusters Score -4091712 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104091 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4091719.500000 Penalty: 1053.085938
	Iteration 85Q: 3 clusters Score -4091720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104135 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4091722.500000 Penalty: 1053.085938
	Iteration 86Q: 3 clusters Score -4091722 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104182 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4091729.000000 Penalty: 1053.085938
	Iteration 87Q: 3 clusters Score -4091729 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104227 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4091730.750000 Penalty: 1053.085938
	Iteration 88Q: 3 clusters Score -4091731 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104260 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4091737.500000 Penalty: 1053.085938
	Iteration 89Q: 3 clusters Score -4091738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104288 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4091737.500000 Penalty: 1053.085938
	Iteration 90Q: 3 clusters Score -4091738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104312 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4091740.000000 Penalty: 1053.085938
	Iteration 91Q: 3 clusters Score -4091740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104339 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4091748.000000 Penalty: 1053.085938
	Iteration 92Q: 3 clusters Score -4091748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104362 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4091745.250000 Penalty: 1053.085938
	Iteration 93Q: 3 clusters Score -4091745 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104385 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4091744.250000 Penalty: 1053.085938
	Iteration 94Q: 3 clusters Score -4091744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104409 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4091743.750000 Penalty: 1053.085938
	Iteration 95Q: 3 clusters Score -4091744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104431 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4091746.000000 Penalty: 1053.085938
	Iteration 96Q: 3 clusters Score -4091746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104451 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4091749.250000 Penalty: 1053.085938
	Iteration 97Q: 3 clusters Score -4091749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104472 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4091745.750000 Penalty: 1053.085938
	Iteration 98Q: 3 clusters Score -4091746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104494 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4091746.250000 Penalty: 1053.085938
	Iteration 99Q: 3 clusters Score -4091746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104510 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4091755.500000 Penalty: 1053.085938
	Iteration 100F: 3 clusters Score -4091756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104529 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4091758.000000 Penalty: 1053.085938
	Iteration 101Q: 3 clusters Score -4091758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104542 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4091757.750000 Penalty: 1053.085938
	Iteration 102Q: 3 clusters Score -4091758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104559 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4091758.250000 Penalty: 1053.085938
	Iteration 103Q: 3 clusters Score -4091758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104576 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4091761.250000 Penalty: 1053.085938
	Iteration 104Q: 3 clusters Score -4091761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104590 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4091763.750000 Penalty: 1053.085938
	Iteration 105Q: 3 clusters Score -4091764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104602 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4091768.750000 Penalty: 1053.085938
	Iteration 106Q: 3 clusters Score -4091769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104616 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4091767.250000 Penalty: 1053.085938
	Iteration 107Q: 3 clusters Score -4091767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104627 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4091779.750000 Penalty: 1053.085938
	Iteration 108Q: 3 clusters Score -4091780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104643 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4091781.500000 Penalty: 1053.085938
	Iteration 109Q: 3 clusters Score -4091782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104660 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4091782.500000 Penalty: 1053.085938
	Iteration 110Q: 3 clusters Score -4091782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104672 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4091784.000000 Penalty: 1053.085938
	Iteration 111Q: 3 clusters Score -4091784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104678 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4091781.250000 Penalty: 1053.085938
	Iteration 112Q: 3 clusters Score -4091781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104686 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4091781.750000 Penalty: 1053.085938
	Iteration 113Q: 3 clusters Score -4091782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104694 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4091780.000000 Penalty: 1053.085938
	Iteration 114Q: 3 clusters Score -4091780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104699 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4091786.750000 Penalty: 1053.085938
	Iteration 115Q: 3 clusters Score -4091787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104702 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4091782.750000 Penalty: 1053.085938
	Iteration 116Q: 3 clusters Score -4091783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104706 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4091782.000000 Penalty: 1053.085938
	Iteration 117Q: 3 clusters Score -4091782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104708 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4091782.000000 Penalty: 1053.085938
	Iteration 118Q: 3 clusters Score -4091782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104709 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4091781.750000 Penalty: 1053.085938
	Iteration 119Q: 3 clusters Score -4091782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104710 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4091782.000000 Penalty: 1053.085938
	Iteration 120F: 3 clusters Score -4091782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Entering Unmasked Estep 
Score: -120478.601562 Penalty: 370.291382
	Iteration 0F: 2 clusters Score -120478.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -118152.015625 Penalty: 740.582764
	Iteration 0F: 3 clusters Score -118152 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -119143.351562 Penalty: 740.582764
	Iteration 1F: 3 clusters Score -119143.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -119539.320312 Penalty: 740.582764
	Iteration 2F: 3 clusters Score -119539.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -120210.789062 Penalty: 740.582764
	Iteration 3F: 3 clusters Score -120210.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -120906.890625 Penalty: 740.582764
	Iteration 4F: 3 clusters Score -120906.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -121167.125000 Penalty: 740.582764
	Iteration 5F: 3 clusters Score -121167.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -121344.281250 Penalty: 740.582764
	Iteration 6F: 3 clusters Score -121344.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -121479.125000 Penalty: 740.582764
	Iteration 7Q: 3 clusters Score -121479.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -121598.796875 Penalty: 740.582764
	Iteration 8Q: 3 clusters Score -121598.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -121690.750000 Penalty: 740.582764
	Iteration 9Q: 3 clusters Score -121690.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -121785.492188 Penalty: 740.582764
	Iteration 10Q: 3 clusters Score -121785.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -121875.718750 Penalty: 740.582764
	Iteration 11Q: 3 clusters Score -121875.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -121970.585938 Penalty: 740.582764
	Iteration 12Q: 3 clusters Score -121970.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -122049.414062 Penalty: 740.582764
	Iteration 13Q: 3 clusters Score -122049.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -122123.828125 Penalty: 740.582764
	Iteration 14Q: 3 clusters Score -122123.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -122248.601562 Penalty: 740.582764
	Iteration 15Q: 3 clusters Score -122248.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -122318.398438 Penalty: 740.582764
	Iteration 16Q: 3 clusters Score -122318.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -122324.468750 Penalty: 740.582764
	Iteration 17Q: 3 clusters Score -122324.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -122325.695312 Penalty: 740.582764
	Iteration 18Q: 3 clusters Score -122325.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -122327.023438 Penalty: 740.582764
	Iteration 19Q: 3 clusters Score -122327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -122329.609375 Penalty: 740.582764
	Iteration 20F: 3 clusters Score -122329.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -122331.921875 Penalty: 740.582764
	Iteration 21Q: 3 clusters Score -122331.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -122331.921875 Penalty: 740.582764
	Iteration 22F: 3 clusters Score -122331.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 530813 members 
Mstep: Class 3 contains 7716 members 
Mstep: Class 4 contains 670 members 
Mstep: Class 5 contains 480997 members 
Mstep: Class 6 contains 849 members 
Mstep: Class 7 contains 7327 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 3269 members 
Mstep: Class 10 contains 5764 members 
Mstep: Class 11 contains 18915 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 7337 members 
Mstep: Class 14 contains 12210 members 
Mstep: Class 15 contains 1706 members 
Mstep: Class 16 contains 2210 members 
Mstep: Class 17 contains 106125 members 
Mstep: Class 18 contains 668 members 
Mstep: Class 19 contains 11520 members 
Mstep: Class 20 contains 2842 members 
Mstep: Class 21 contains 18340 members 
Mstep: Class 22 contains 14530 members 
Mstep: Class 23 contains 3336 members 
Mstep: Class 24 contains 3163 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 7524 members 
Mstep: Class 27 contains 610 members 
Mstep: Class 28 contains 34078 members 
Mstep: Class 29 contains 4645 members 
Mstep: Class 30 contains 18385 members 
Mstep: Class 31 contains 1016 members 
Mstep: Class 32 contains 12848 members 
Mstep: Class 33 contains 8253 members 
Mstep: Class 34 contains 1758 members 
Mstep: Class 35 contains 5067 members 
Mstep: Class 36 contains 22678 members 
Mstep: Class 37 contains 10165 members 
Mstep: Class 38 contains 10636 members 
Mstep: Class 39 contains 2755 members 
Entering Unmasked Estep 
Score: -50361032.000000 Penalty: 25097.408203
Splitting cluster 18 changes total score from -50358408.000000 to -50361032.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 19 (11520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Entering Unmasked Estep 
Score: -421932.281250 Penalty: 425.508728
	Iteration 0F: 2 clusters Score -421932.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -414381.500000 Penalty: 851.017456
	Iteration 0F: 3 clusters Score -414381.5 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -418120.437500 Penalty: 851.017456
	Iteration 1F: 3 clusters Score -418120.4 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -418928.625000 Penalty: 851.017456
	Iteration 2F: 3 clusters Score -418928.6 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -419642.562500 Penalty: 851.017456
	Iteration 3F: 3 clusters Score -419642.6 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -420186.750000 Penalty: 851.017456
	Iteration 4F: 3 clusters Score -420186.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -420596.687500 Penalty: 851.017456
	Iteration 5F: 3 clusters Score -420596.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -420881.406250 Penalty: 851.017456
	Iteration 6Q: 3 clusters Score -420881.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -421079.125000 Penalty: 851.017456
	Iteration 7Q: 3 clusters Score -421079.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -421228.843750 Penalty: 851.017456
	Iteration 8Q: 3 clusters Score -421228.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -421327.093750 Penalty: 851.017456
	Iteration 9Q: 3 clusters Score -421327.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -421387.656250 Penalty: 851.017456
	Iteration 10Q: 3 clusters Score -421387.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -421435.218750 Penalty: 851.017456
	Iteration 11Q: 3 clusters Score -421435.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -421485.843750 Penalty: 851.017456
	Iteration 12Q: 3 clusters Score -421485.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -421537.781250 Penalty: 851.017456
	Iteration 13Q: 3 clusters Score -421537.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -421585.156250 Penalty: 851.017456
	Iteration 14Q: 3 clusters Score -421585.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -421621.000000 Penalty: 851.017456
	Iteration 15Q: 3 clusters Score -421621 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -421648.875000 Penalty: 851.017456
	Iteration 16Q: 3 clusters Score -421648.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -421669.687500 Penalty: 851.017456
	Iteration 17Q: 3 clusters Score -421669.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -421684.437500 Penalty: 851.017456
	Iteration 18Q: 3 clusters Score -421684.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -421700.187500 Penalty: 851.017456
	Iteration 19Q: 3 clusters Score -421700.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -421719.187500 Penalty: 851.017456
	Iteration 20F: 3 clusters Score -421719.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -421742.156250 Penalty: 851.017456
	Iteration 21Q: 3 clusters Score -421742.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -421773.312500 Penalty: 851.017456
	Iteration 22Q: 3 clusters Score -421773.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -421790.906250 Penalty: 851.017456
	Iteration 23Q: 3 clusters Score -421790.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -421801.625000 Penalty: 851.017456
	Iteration 24Q: 3 clusters Score -421801.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -421809.781250 Penalty: 851.017456
	Iteration 25Q: 3 clusters Score -421809.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -421817.437500 Penalty: 851.017456
	Iteration 26Q: 3 clusters Score -421817.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -421825.406250 Penalty: 851.017456
	Iteration 27Q: 3 clusters Score -421825.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -421831.187500 Penalty: 851.017456
	Iteration 28Q: 3 clusters Score -421831.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -421833.218750 Penalty: 851.017456
	Iteration 29Q: 3 clusters Score -421833.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -421835.875000 Penalty: 851.017456
	Iteration 30Q: 3 clusters Score -421835.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -421836.031250 Penalty: 851.017456
	Iteration 31Q: 3 clusters Score -421836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -421836.968750 Penalty: 851.017456
	Iteration 32Q: 3 clusters Score -421837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -421837.187500 Penalty: 851.017456
	Iteration 33Q: 3 clusters Score -421837.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -421838.937500 Penalty: 851.017456
	Iteration 34Q: 3 clusters Score -421838.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -421841.218750 Penalty: 851.017456
	Iteration 35Q: 3 clusters Score -421841.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -421843.875000 Penalty: 851.017456
	Iteration 36Q: 3 clusters Score -421843.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -421845.906250 Penalty: 851.017456
	Iteration 37Q: 3 clusters Score -421845.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -421847.218750 Penalty: 851.017456
	Iteration 38Q: 3 clusters Score -421847.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -421850.187500 Penalty: 851.017456
	Iteration 39Q: 3 clusters Score -421850.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -421853.406250 Penalty: 851.017456
	Iteration 40F: 3 clusters Score -421853.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -421857.531250 Penalty: 851.017456
	Iteration 41Q: 3 clusters Score -421857.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -421860.781250 Penalty: 851.017456
	Iteration 42Q: 3 clusters Score -421860.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -421862.937500 Penalty: 851.017456
	Iteration 43Q: 3 clusters Score -421862.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -421863.593750 Penalty: 851.017456
	Iteration 44Q: 3 clusters Score -421863.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -421865.437500 Penalty: 851.017456
	Iteration 45Q: 3 clusters Score -421865.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -421870.156250 Penalty: 851.017456
	Iteration 46Q: 3 clusters Score -421870.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -421871.781250 Penalty: 851.017456
	Iteration 47Q: 3 clusters Score -421871.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -421873.781250 Penalty: 851.017456
	Iteration 48Q: 3 clusters Score -421873.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -421873.656250 Penalty: 851.017456
	Iteration 49Q: 3 clusters Score -421873.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -421874.656250 Penalty: 851.017456
	Iteration 50Q: 3 clusters Score -421874.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -421874.656250 Penalty: 851.017456
	Iteration 51F: 3 clusters Score -421874.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Entering Unmasked Estep 
Score: -104367.023438 Penalty: 361.827972
	Iteration 0F: 2 clusters Score -104367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -102400.312500 Penalty: 723.655945
	Iteration 0F: 3 clusters Score -102400.3 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -103070.734375 Penalty: 723.655945
	Iteration 1F: 3 clusters Score -103070.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -103163.164062 Penalty: 723.655945
	Iteration 2F: 3 clusters Score -103163.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -103311.210938 Penalty: 723.655945
	Iteration 3F: 3 clusters Score -103311.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -103508.343750 Penalty: 723.655945
	Iteration 4F: 3 clusters Score -103508.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -103696.093750 Penalty: 723.655945
	Iteration 5F: 3 clusters Score -103696.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -103857.234375 Penalty: 723.655945
	Iteration 6F: 3 clusters Score -103857.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -103978.992188 Penalty: 723.655945
	Iteration 7F: 3 clusters Score -103979 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -104054.601562 Penalty: 723.655945
	Iteration 8Q: 3 clusters Score -104054.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -104123.820312 Penalty: 723.655945
	Iteration 9Q: 3 clusters Score -104123.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -104182.578125 Penalty: 723.655945
	Iteration 10Q: 3 clusters Score -104182.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -104211.812500 Penalty: 723.655945
	Iteration 11Q: 3 clusters Score -104211.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -104227.070312 Penalty: 723.655945
	Iteration 12Q: 3 clusters Score -104227.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -104235.500000 Penalty: 723.655945
	Iteration 13Q: 3 clusters Score -104235.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -104244.507812 Penalty: 723.655945
	Iteration 14Q: 3 clusters Score -104244.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -104248.390625 Penalty: 723.655945
	Iteration 15Q: 3 clusters Score -104248.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -104249.703125 Penalty: 723.655945
	Iteration 16Q: 3 clusters Score -104249.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -104250.414062 Penalty: 723.655945
	Iteration 17Q: 3 clusters Score -104250.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -104250.968750 Penalty: 723.655945
	Iteration 18Q: 3 clusters Score -104251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -104251.031250 Penalty: 723.655945
	Iteration 19Q: 3 clusters Score -104251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -104251.031250 Penalty: 723.655945
	Iteration 20F: 3 clusters Score -104251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -104251.257812 Penalty: 723.655945
	Iteration 21Q: 3 clusters Score -104251.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -104251.257812 Penalty: 723.655945
	Iteration 22F: 3 clusters Score -104251.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Entering Unmasked Estep 
Score: -660754.937500 Penalty: 446.666229
	Iteration 0F: 2 clusters Score -660754.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -648525.437500 Penalty: 893.332458
	Iteration 0F: 3 clusters Score -648525.4 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -653799.500000 Penalty: 893.332458
	Iteration 1F: 3 clusters Score -653799.5 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -654297.250000 Penalty: 893.332458
	Iteration 2F: 3 clusters Score -654297.2 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -654975.000000 Penalty: 893.332458
	Iteration 3F: 3 clusters Score -654975 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -655927.875000 Penalty: 893.332458
	Iteration 4F: 3 clusters Score -655927.9 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -657124.687500 Penalty: 893.332458
	Iteration 5F: 3 clusters Score -657124.7 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -658281.812500 Penalty: 893.332458
	Iteration 6F: 3 clusters Score -658281.8 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -659199.625000 Penalty: 893.332458
	Iteration 7F: 3 clusters Score -659199.6 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -659794.875000 Penalty: 893.332458
	Iteration 8Q: 3 clusters Score -659794.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -660140.687500 Penalty: 893.332458
	Iteration 9Q: 3 clusters Score -660140.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -660327.625000 Penalty: 893.332458
	Iteration 10Q: 3 clusters Score -660327.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -660433.125000 Penalty: 893.332458
	Iteration 11Q: 3 clusters Score -660433.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -660479.187500 Penalty: 893.332458
	Iteration 12Q: 3 clusters Score -660479.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -660494.250000 Penalty: 893.332458
	Iteration 13Q: 3 clusters Score -660494.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -660506.375000 Penalty: 893.332458
	Iteration 14Q: 3 clusters Score -660506.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -660514.375000 Penalty: 893.332458
	Iteration 15Q: 3 clusters Score -660514.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -660519.312500 Penalty: 893.332458
	Iteration 16Q: 3 clusters Score -660519.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -660526.187500 Penalty: 893.332458
	Iteration 17Q: 3 clusters Score -660526.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -660529.687500 Penalty: 893.332458
	Iteration 18Q: 3 clusters Score -660529.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -660533.875000 Penalty: 893.332458
	Iteration 19Q: 3 clusters Score -660533.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -660536.312500 Penalty: 893.332458
	Iteration 20F: 3 clusters Score -660536.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -660538.250000 Penalty: 893.332458
	Iteration 21Q: 3 clusters Score -660538.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -660538.125000 Penalty: 893.332458
	Iteration 22Q: 3 clusters Score -660538.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -660542.000000 Penalty: 893.332458
	Iteration 23Q: 3 clusters Score -660542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -660545.187500 Penalty: 893.332458
	Iteration 24Q: 3 clusters Score -660545.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -660547.687500 Penalty: 893.332458
	Iteration 25Q: 3 clusters Score -660547.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -660548.250000 Penalty: 893.332458
	Iteration 26Q: 3 clusters Score -660548.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -660549.437500 Penalty: 893.332458
	Iteration 27Q: 3 clusters Score -660549.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -660549.375000 Penalty: 893.332458
	Iteration 28Q: 3 clusters Score -660549.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -660549.937500 Penalty: 893.332458
	Iteration 29Q: 3 clusters Score -660549.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -660551.875000 Penalty: 893.332458
	Iteration 30Q: 3 clusters Score -660551.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -660552.437500 Penalty: 893.332458
	Iteration 31Q: 3 clusters Score -660552.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -660552.875000 Penalty: 893.332458
	Iteration 32Q: 3 clusters Score -660552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -660553.250000 Penalty: 893.332458
	Iteration 33Q: 3 clusters Score -660553.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -660553.500000 Penalty: 893.332458
	Iteration 34Q: 3 clusters Score -660553.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -660553.437500 Penalty: 893.332458
	Iteration 35Q: 3 clusters Score -660553.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -660554.312500 Penalty: 893.332458
	Iteration 36Q: 3 clusters Score -660554.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -660554.250000 Penalty: 893.332458
	Iteration 37Q: 3 clusters Score -660554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -660554.687500 Penalty: 893.332458
	Iteration 38Q: 3 clusters Score -660554.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -660554.687500 Penalty: 893.332458
	Iteration 39F: 3 clusters Score -660554.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Entering Unmasked Estep 
Score: -520262.406250 Penalty: 436.070679
	Iteration 0F: 2 clusters Score -520262.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -510565.312500 Penalty: 872.141357
	Iteration 0F: 3 clusters Score -510565.3 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -514773.781250 Penalty: 872.141357
	Iteration 1F: 3 clusters Score -514773.8 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -515304.281250 Penalty: 872.141357
	Iteration 2F: 3 clusters Score -515304.3 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -515885.843750 Penalty: 872.141357
	Iteration 3F: 3 clusters Score -515885.8 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -516549.500000 Penalty: 872.141357
	Iteration 4F: 3 clusters Score -516549.5 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -517270.718750 Penalty: 872.141357
	Iteration 5F: 3 clusters Score -517270.7 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -517930.125000 Penalty: 872.141357
	Iteration 6F: 3 clusters Score -517930.1 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -518551.281250 Penalty: 872.141357
	Iteration 7F: 3 clusters Score -518551.3 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -519008.531250 Penalty: 872.141357
	Iteration 8Q: 3 clusters Score -519008.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -519280.687500 Penalty: 872.141357
	Iteration 9Q: 3 clusters Score -519280.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -519460.000000 Penalty: 872.141357
	Iteration 10Q: 3 clusters Score -519460 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -519586.031250 Penalty: 872.141357
	Iteration 11Q: 3 clusters Score -519586 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -519689.968750 Penalty: 872.141357
	Iteration 12Q: 3 clusters Score -519690 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -519763.625000 Penalty: 872.141357
	Iteration 13Q: 3 clusters Score -519763.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -519822.812500 Penalty: 872.141357
	Iteration 14Q: 3 clusters Score -519822.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -519861.968750 Penalty: 872.141357
	Iteration 15Q: 3 clusters Score -519862 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -519890.031250 Penalty: 872.141357
	Iteration 16Q: 3 clusters Score -519890 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -519910.562500 Penalty: 872.141357
	Iteration 17Q: 3 clusters Score -519910.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -519928.968750 Penalty: 872.141357
	Iteration 18Q: 3 clusters Score -519929 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -519943.593750 Penalty: 872.141357
	Iteration 19Q: 3 clusters Score -519943.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -519955.500000 Penalty: 872.141357
	Iteration 20F: 3 clusters Score -519955.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -519967.718750 Penalty: 872.141357
	Iteration 21Q: 3 clusters Score -519967.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -519974.625000 Penalty: 872.141357
	Iteration 22Q: 3 clusters Score -519974.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -519980.468750 Penalty: 872.141357
	Iteration 23Q: 3 clusters Score -519980.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -519984.156250 Penalty: 872.141357
	Iteration 24Q: 3 clusters Score -519984.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -519988.406250 Penalty: 872.141357
	Iteration 25Q: 3 clusters Score -519988.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -519994.062500 Penalty: 872.141357
	Iteration 26Q: 3 clusters Score -519994.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -519996.343750 Penalty: 872.141357
	Iteration 27Q: 3 clusters Score -519996.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -519996.468750 Penalty: 872.141357
	Iteration 28Q: 3 clusters Score -519996.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -519998.156250 Penalty: 872.141357
	Iteration 29Q: 3 clusters Score -519998.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -519998.500000 Penalty: 872.141357
	Iteration 30Q: 3 clusters Score -519998.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -519999.843750 Penalty: 872.141357
	Iteration 31Q: 3 clusters Score -519999.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -519999.718750 Penalty: 872.141357
	Iteration 32Q: 3 clusters Score -519999.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -520002.031250 Penalty: 872.141357
	Iteration 33Q: 3 clusters Score -520002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -520001.718750 Penalty: 872.141357
	Iteration 34Q: 3 clusters Score -520001.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -520003.343750 Penalty: 872.141357
	Iteration 35Q: 3 clusters Score -520003.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -520003.906250 Penalty: 872.141357
	Iteration 36Q: 3 clusters Score -520003.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -520005.375000 Penalty: 872.141357
	Iteration 37Q: 3 clusters Score -520005.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -520006.093750 Penalty: 872.141357
	Iteration 38Q: 3 clusters Score -520006.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -520006.000000 Penalty: 872.141357
	Iteration 39Q: 3 clusters Score -520006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -520006.656250 Penalty: 872.141357
	Iteration 40F: 3 clusters Score -520006.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -520006.500000 Penalty: 872.141357
	Iteration 41Q: 3 clusters Score -520006.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -520005.937500 Penalty: 872.141357
	Iteration 42Q: 3 clusters Score -520005.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -520005.593750 Penalty: 872.141357
	Iteration 43Q: 3 clusters Score -520005.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -520005.937500 Penalty: 872.141357
	Iteration 44Q: 3 clusters Score -520005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -520006.531250 Penalty: 872.141357
	Iteration 45Q: 3 clusters Score -520006.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -520007.187500 Penalty: 872.141357
	Iteration 46Q: 3 clusters Score -520007.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -520007.187500 Penalty: 872.141357
	Iteration 47F: 3 clusters Score -520007.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -121821.359375 Penalty: 369.120026
	Iteration 0F: 2 clusters Score -121821.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -119544.648438 Penalty: 738.240051
	Iteration 0F: 3 clusters Score -119544.6 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -120395.000000 Penalty: 738.240051
	Iteration 1F: 3 clusters Score -120395 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -120599.484375 Penalty: 738.240051
	Iteration 2F: 3 clusters Score -120599.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -120810.914062 Penalty: 738.240051
	Iteration 3F: 3 clusters Score -120810.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -120986.351562 Penalty: 738.240051
	Iteration 4F: 3 clusters Score -120986.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -121132.328125 Penalty: 738.240051
	Iteration 5F: 3 clusters Score -121132.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -121259.835938 Penalty: 738.240051
	Iteration 6Q: 3 clusters Score -121259.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -121340.046875 Penalty: 738.240051
	Iteration 7Q: 3 clusters Score -121340 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -121406.562500 Penalty: 738.240051
	Iteration 8Q: 3 clusters Score -121406.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -121455.312500 Penalty: 738.240051
	Iteration 9Q: 3 clusters Score -121455.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -121502.945312 Penalty: 738.240051
	Iteration 10Q: 3 clusters Score -121502.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -121537.390625 Penalty: 738.240051
	Iteration 11Q: 3 clusters Score -121537.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -121558.179688 Penalty: 738.240051
	Iteration 12Q: 3 clusters Score -121558.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -121579.164062 Penalty: 738.240051
	Iteration 13Q: 3 clusters Score -121579.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -121612.843750 Penalty: 738.240051
	Iteration 14Q: 3 clusters Score -121612.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -121643.421875 Penalty: 738.240051
	Iteration 15Q: 3 clusters Score -121643.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -121657.257812 Penalty: 738.240051
	Iteration 16Q: 3 clusters Score -121657.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -121666.812500 Penalty: 738.240051
	Iteration 17Q: 3 clusters Score -121666.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -121673.140625 Penalty: 738.240051
	Iteration 18Q: 3 clusters Score -121673.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -121675.078125 Penalty: 738.240051
	Iteration 19Q: 3 clusters Score -121675.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -121676.492188 Penalty: 738.240051
	Iteration 20F: 3 clusters Score -121676.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -121678.093750 Penalty: 738.240051
	Iteration 21Q: 3 clusters Score -121678.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -121679.406250 Penalty: 738.240051
	Iteration 22Q: 3 clusters Score -121679.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -121679.984375 Penalty: 738.240051
	Iteration 23Q: 3 clusters Score -121680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -121680.281250 Penalty: 738.240051
	Iteration 24Q: 3 clusters Score -121680.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -121680.281250 Penalty: 738.240051
	Iteration 25F: 3 clusters Score -121680.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Entering Unmasked Estep 
Score: -111403.460938 Penalty: 366.697083
	Iteration 0F: 2 clusters Score -111403.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -109241.789062 Penalty: 733.394165
	Iteration 0F: 3 clusters Score -109241.8 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -109991.992188 Penalty: 733.394165
	Iteration 1F: 3 clusters Score -109992 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -110104.757812 Penalty: 733.394165
	Iteration 2F: 3 clusters Score -110104.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -110222.390625 Penalty: 733.394165
	Iteration 3F: 3 clusters Score -110222.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -110357.078125 Penalty: 733.394165
	Iteration 4F: 3 clusters Score -110357.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -110494.335938 Penalty: 733.394165
	Iteration 5F: 3 clusters Score -110494.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -110598.710938 Penalty: 733.394165
	Iteration 6F: 3 clusters Score -110598.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -110661.281250 Penalty: 733.394165
	Iteration 7Q: 3 clusters Score -110661.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -110706.625000 Penalty: 733.394165
	Iteration 8Q: 3 clusters Score -110706.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -110746.398438 Penalty: 733.394165
	Iteration 9Q: 3 clusters Score -110746.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -110776.968750 Penalty: 733.394165
	Iteration 10Q: 3 clusters Score -110777 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -110801.742188 Penalty: 733.394165
	Iteration 11Q: 3 clusters Score -110801.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -110810.562500 Penalty: 733.394165
	Iteration 12Q: 3 clusters Score -110810.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -110821.093750 Penalty: 733.394165
	Iteration 13Q: 3 clusters Score -110821.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -110831.109375 Penalty: 733.394165
	Iteration 14Q: 3 clusters Score -110831.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -110841.546875 Penalty: 733.394165
	Iteration 15Q: 3 clusters Score -110841.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -110857.187500 Penalty: 733.394165
	Iteration 16Q: 3 clusters Score -110857.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -110874.093750 Penalty: 733.394165
	Iteration 17Q: 3 clusters Score -110874.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -110887.867188 Penalty: 733.394165
	Iteration 18Q: 3 clusters Score -110887.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -110900.312500 Penalty: 733.394165
	Iteration 19Q: 3 clusters Score -110900.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -110916.218750 Penalty: 733.394165
	Iteration 20F: 3 clusters Score -110916.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -110925.921875 Penalty: 733.394165
	Iteration 21Q: 3 clusters Score -110925.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -110931.570312 Penalty: 733.394165
	Iteration 22Q: 3 clusters Score -110931.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -110939.273438 Penalty: 733.394165
	Iteration 23Q: 3 clusters Score -110939.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -110948.203125 Penalty: 733.394165
	Iteration 24Q: 3 clusters Score -110948.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -110954.578125 Penalty: 733.394165
	Iteration 25Q: 3 clusters Score -110954.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -110959.359375 Penalty: 733.394165
	Iteration 26Q: 3 clusters Score -110959.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -110966.296875 Penalty: 733.394165
	Iteration 27Q: 3 clusters Score -110966.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -110972.187500 Penalty: 733.394165
	Iteration 28Q: 3 clusters Score -110972.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -110976.023438 Penalty: 733.394165
	Iteration 29Q: 3 clusters Score -110976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -110977.718750 Penalty: 733.394165
	Iteration 30Q: 3 clusters Score -110977.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -110979.656250 Penalty: 733.394165
	Iteration 31Q: 3 clusters Score -110979.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -110980.679688 Penalty: 733.394165
	Iteration 32Q: 3 clusters Score -110980.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -110981.664062 Penalty: 733.394165
	Iteration 33Q: 3 clusters Score -110981.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -110982.359375 Penalty: 733.394165
	Iteration 34Q: 3 clusters Score -110982.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -110983.414062 Penalty: 733.394165
	Iteration 35Q: 3 clusters Score -110983.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -110984.750000 Penalty: 733.394165
	Iteration 36Q: 3 clusters Score -110984.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -110986.531250 Penalty: 733.394165
	Iteration 37Q: 3 clusters Score -110986.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -110987.750000 Penalty: 733.394165
	Iteration 38Q: 3 clusters Score -110987.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -110988.320312 Penalty: 733.394165
	Iteration 39Q: 3 clusters Score -110988.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -110988.718750 Penalty: 733.394165
	Iteration 40F: 3 clusters Score -110988.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -110988.906250 Penalty: 733.394165
	Iteration 41Q: 3 clusters Score -110988.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -110989.015625 Penalty: 733.394165
	Iteration 42Q: 3 clusters Score -110989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -110989.406250 Penalty: 733.394165
	Iteration 43Q: 3 clusters Score -110989.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -110989.406250 Penalty: 733.394165
	Iteration 44F: 3 clusters Score -110989.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -31327.826172 Penalty: 309.761017
	Iteration 0F: 2 clusters Score -31327.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -30587.882812 Penalty: 619.522034
	Iteration 0F: 3 clusters Score -30587.88 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -30773.113281 Penalty: 619.522034
	Iteration 1F: 3 clusters Score -30773.11 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -30811.091797 Penalty: 619.522034
	Iteration 2F: 3 clusters Score -30811.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -30845.726562 Penalty: 619.522034
	Iteration 3F: 3 clusters Score -30845.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -30877.792969 Penalty: 619.522034
	Iteration 4Q: 3 clusters Score -30877.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -30921.451172 Penalty: 619.522034
	Iteration 5Q: 3 clusters Score -30921.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30959.558594 Penalty: 619.522034
	Iteration 6F: 3 clusters Score -30959.56 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30991.937500 Penalty: 619.522034
	Iteration 7Q: 3 clusters Score -30991.94 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31021.359375 Penalty: 619.522034
	Iteration 8Q: 3 clusters Score -31021.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31035.779297 Penalty: 619.522034
	Iteration 9Q: 3 clusters Score -31035.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31044.048828 Penalty: 619.522034
	Iteration 10Q: 3 clusters Score -31044.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -31054.671875 Penalty: 619.522034
	Iteration 11Q: 3 clusters Score -31054.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -31061.496094 Penalty: 619.522034
	Iteration 12Q: 3 clusters Score -31061.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -31064.494141 Penalty: 619.522034
	Iteration 13Q: 3 clusters Score -31064.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -31067.931641 Penalty: 619.522034
	Iteration 14Q: 3 clusters Score -31067.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -31072.556641 Penalty: 619.522034
	Iteration 15Q: 3 clusters Score -31072.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -31079.841797 Penalty: 619.522034
	Iteration 16Q: 3 clusters Score -31079.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -31084.382812 Penalty: 619.522034
	Iteration 17Q: 3 clusters Score -31084.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -31084.382812 Penalty: 619.522034
	Iteration 18F: 3 clusters Score -31084.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Entering Unmasked Estep 
Score: -280972.718750 Penalty: 406.126312
	Iteration 0F: 2 clusters Score -280972.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -275883.531250 Penalty: 812.252625
	Iteration 0F: 3 clusters Score -275883.5 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -277809.812500 Penalty: 812.252625
	Iteration 1F: 3 clusters Score -277809.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -277963.218750 Penalty: 812.252625
	Iteration 2F: 3 clusters Score -277963.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -278107.281250 Penalty: 812.252625
	Iteration 3F: 3 clusters Score -278107.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -278262.406250 Penalty: 812.252625
	Iteration 4F: 3 clusters Score -278262.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -278427.593750 Penalty: 812.252625
	Iteration 5Q: 3 clusters Score -278427.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -278647.125000 Penalty: 812.252625
	Iteration 6F: 3 clusters Score -278647.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -278885.562500 Penalty: 812.252625
	Iteration 7F: 3 clusters Score -278885.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -279179.312500 Penalty: 812.252625
	Iteration 8F: 3 clusters Score -279179.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -279531.406250 Penalty: 812.252625
	Iteration 9F: 3 clusters Score -279531.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -279885.093750 Penalty: 812.252625
	Iteration 10Q: 3 clusters Score -279885.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -280131.437500 Penalty: 812.252625
	Iteration 11Q: 3 clusters Score -280131.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -280272.187500 Penalty: 812.252625
	Iteration 12Q: 3 clusters Score -280272.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -280342.812500 Penalty: 812.252625
	Iteration 13Q: 3 clusters Score -280342.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -280391.218750 Penalty: 812.252625
	Iteration 14Q: 3 clusters Score -280391.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -280432.500000 Penalty: 812.252625
	Iteration 15Q: 3 clusters Score -280432.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -280464.437500 Penalty: 812.252625
	Iteration 16Q: 3 clusters Score -280464.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -280484.062500 Penalty: 812.252625
	Iteration 17Q: 3 clusters Score -280484.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -280503.875000 Penalty: 812.252625
	Iteration 18Q: 3 clusters Score -280503.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -280522.531250 Penalty: 812.252625
	Iteration 19Q: 3 clusters Score -280522.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -280535.656250 Penalty: 812.252625
	Iteration 20F: 3 clusters Score -280535.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -280544.562500 Penalty: 812.252625
	Iteration 21Q: 3 clusters Score -280544.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -280549.718750 Penalty: 812.252625
	Iteration 22Q: 3 clusters Score -280549.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -280557.156250 Penalty: 812.252625
	Iteration 23Q: 3 clusters Score -280557.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -280562.375000 Penalty: 812.252625
	Iteration 24Q: 3 clusters Score -280562.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -280568.406250 Penalty: 812.252625
	Iteration 25Q: 3 clusters Score -280568.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -280575.156250 Penalty: 812.252625
	Iteration 26Q: 3 clusters Score -280575.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -280577.875000 Penalty: 812.252625
	Iteration 27Q: 3 clusters Score -280577.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -280578.250000 Penalty: 812.252625
	Iteration 28Q: 3 clusters Score -280578.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -280580.031250 Penalty: 812.252625
	Iteration 29Q: 3 clusters Score -280580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -280585.437500 Penalty: 812.252625
	Iteration 30Q: 3 clusters Score -280585.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -280588.031250 Penalty: 812.252625
	Iteration 31Q: 3 clusters Score -280588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -280592.562500 Penalty: 812.252625
	Iteration 32Q: 3 clusters Score -280592.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -280595.218750 Penalty: 812.252625
	Iteration 33Q: 3 clusters Score -280595.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -280598.156250 Penalty: 812.252625
	Iteration 34Q: 3 clusters Score -280598.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -280600.093750 Penalty: 812.252625
	Iteration 35Q: 3 clusters Score -280600.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -280600.781250 Penalty: 812.252625
	Iteration 36Q: 3 clusters Score -280600.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -280601.093750 Penalty: 812.252625
	Iteration 37Q: 3 clusters Score -280601.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -280601.093750 Penalty: 812.252625
	Iteration 38Q: 3 clusters Score -280601.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -280602.062500 Penalty: 812.252625
	Iteration 39Q: 3 clusters Score -280602.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -280605.375000 Penalty: 812.252625
	Iteration 40F: 3 clusters Score -280605.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -280605.531250 Penalty: 812.252625
	Iteration 41Q: 3 clusters Score -280605.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -280606.562500 Penalty: 812.252625
	Iteration 42Q: 3 clusters Score -280606.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -280606.531250 Penalty: 812.252625
	Iteration 43Q: 3 clusters Score -280606.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -280606.531250 Penalty: 812.252625
	Iteration 44F: 3 clusters Score -280606.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -15839.735352 Penalty: 291.812378
	Iteration 0F: 2 clusters Score -15839.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -15286.253906 Penalty: 583.624756
	Iteration 0F: 3 clusters Score -15286.25 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -15493.285156 Penalty: 583.624756
	Iteration 1F: 3 clusters Score -15493.29 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -15554.287109 Penalty: 583.624756
	Iteration 2F: 3 clusters Score -15554.29 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -15606.123047 Penalty: 583.624756
	Iteration 3F: 3 clusters Score -15606.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -15635.066406 Penalty: 583.624756
	Iteration 4F: 3 clusters Score -15635.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -15654.027344 Penalty: 583.624756
	Iteration 5Q: 3 clusters Score -15654.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -15674.570312 Penalty: 583.624756
	Iteration 6Q: 3 clusters Score -15674.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -15687.859375 Penalty: 583.624756
	Iteration 7Q: 3 clusters Score -15687.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -15708.314453 Penalty: 583.624756
	Iteration 8Q: 3 clusters Score -15708.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -15719.806641 Penalty: 583.624756
	Iteration 9Q: 3 clusters Score -15719.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -15731.936523 Penalty: 583.624756
	Iteration 10Q: 3 clusters Score -15731.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -15755.297852 Penalty: 583.624756
	Iteration 11Q: 3 clusters Score -15755.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -15803.476562 Penalty: 583.624756
	Iteration 12Q: 3 clusters Score -15803.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -15826.863281 Penalty: 583.624756
	Iteration 13Q: 3 clusters Score -15826.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -15835.152344 Penalty: 583.624756
	Iteration 14Q: 3 clusters Score -15835.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -15856.463867 Penalty: 583.624756
	Iteration 15Q: 3 clusters Score -15856.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -15862.955078 Penalty: 583.624756
	Iteration 16Q: 3 clusters Score -15862.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -15866.640625 Penalty: 583.624756
	Iteration 17Q: 3 clusters Score -15866.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -15872.658203 Penalty: 583.624756
	Iteration 18Q: 3 clusters Score -15872.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -15877.101562 Penalty: 583.624756
	Iteration 19Q: 3 clusters Score -15877.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -15880.212891 Penalty: 583.624756
	Iteration 20F: 3 clusters Score -15880.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -15883.459961 Penalty: 583.624756
	Iteration 21Q: 3 clusters Score -15883.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -15886.708984 Penalty: 583.624756
	Iteration 22Q: 3 clusters Score -15886.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -15889.374023 Penalty: 583.624756
	Iteration 23Q: 3 clusters Score -15889.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -15889.374023 Penalty: 583.624756
	Iteration 24F: 3 clusters Score -15889.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 530813 members 
Mstep: Class 3 contains 7716 members 
Mstep: Class 4 contains 670 members 
Mstep: Class 5 contains 480997 members 
Mstep: Class 6 contains 849 members 
Mstep: Class 7 contains 7327 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 3269 members 
Mstep: Class 10 contains 5764 members 
Mstep: Class 11 contains 18915 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 7337 members 
Mstep: Class 14 contains 12210 members 
Mstep: Class 15 contains 1706 members 
Mstep: Class 16 contains 2210 members 
Mstep: Class 17 contains 106125 members 
Mstep: Class 18 contains 668 members 
Mstep: Class 19 contains 11520 members 
Mstep: Class 20 contains 2842 members 
Mstep: Class 21 contains 18340 members 
Mstep: Class 22 contains 14530 members 
Mstep: Class 23 contains 3336 members 
Mstep: Class 24 contains 3163 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 7524 members 
Mstep: Class 27 contains 65 members 
Mstep: Class 28 contains 34078 members 
Mstep: Class 29 contains 4645 members 
Mstep: Class 30 contains 18385 members 
Mstep: Class 31 contains 1016 members 
Mstep: Class 32 contains 12848 members 
Mstep: Class 33 contains 8253 members 
Mstep: Class 34 contains 1758 members 
Mstep: Class 35 contains 5067 members 
Mstep: Class 36 contains 22678 members 
Mstep: Class 37 contains 10165 members 
Mstep: Class 38 contains 10636 members 
Mstep: Class 39 contains 2755 members 
Mstep: Class 40 contains 545 members 
Entering Unmasked Estep 
Score: -50360756.000000 Penalty: 25740.931641
Splitting cluster 27 changes total score from -50358408.000000 to -50360756.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 28 (34078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Entering Unmasked Estep 
Score: -1322184.375000 Penalty: 474.856537
	Iteration 0F: 2 clusters Score -1322184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -1299426.500000 Penalty: 949.713074
	Iteration 0F: 3 clusters Score -1299426 nChanged 16462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -1309426.625000 Penalty: 949.713074
	Iteration 1F: 3 clusters Score -1309427 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -1310045.250000 Penalty: 949.713074
	Iteration 2Q: 3 clusters Score -1310045 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -1310987.875000 Penalty: 949.713074
	Iteration 3F: 3 clusters Score -1310988 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1312497.250000 Penalty: 949.713074
	Iteration 4F: 3 clusters Score -1312497 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1314652.625000 Penalty: 949.713074
	Iteration 5F: 3 clusters Score -1314653 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1316772.875000 Penalty: 949.713074
	Iteration 6F: 3 clusters Score -1316773 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1318161.500000 Penalty: 949.713074
	Iteration 7F: 3 clusters Score -1318162 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1318964.625000 Penalty: 949.713074
	Iteration 8Q: 3 clusters Score -1318965 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1319630.375000 Penalty: 949.713074
	Iteration 9Q: 3 clusters Score -1319630 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1320211.750000 Penalty: 949.713074
	Iteration 10Q: 3 clusters Score -1320212 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1320647.875000 Penalty: 949.713074
	Iteration 11Q: 3 clusters Score -1320648 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1320928.375000 Penalty: 949.713074
	Iteration 12Q: 3 clusters Score -1320928 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1321069.625000 Penalty: 949.713074
	Iteration 13Q: 3 clusters Score -1321070 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1321158.375000 Penalty: 949.713074
	Iteration 14Q: 3 clusters Score -1321158 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1321201.875000 Penalty: 949.713074
	Iteration 15Q: 3 clusters Score -1321202 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1321228.000000 Penalty: 949.713074
	Iteration 16Q: 3 clusters Score -1321228 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1321247.625000 Penalty: 949.713074
	Iteration 17Q: 3 clusters Score -1321248 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1321264.375000 Penalty: 949.713074
	Iteration 18Q: 3 clusters Score -1321264 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1321266.625000 Penalty: 949.713074
	Iteration 19Q: 3 clusters Score -1321267 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1321280.125000 Penalty: 949.713074
	Iteration 20F: 3 clusters Score -1321280 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1321282.500000 Penalty: 949.713074
	Iteration 21Q: 3 clusters Score -1321282 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1321297.750000 Penalty: 949.713074
	Iteration 22Q: 3 clusters Score -1321298 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1321300.625000 Penalty: 949.713074
	Iteration 23Q: 3 clusters Score -1321301 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1321308.875000 Penalty: 949.713074
	Iteration 24Q: 3 clusters Score -1321309 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1321312.375000 Penalty: 949.713074
	Iteration 25Q: 3 clusters Score -1321312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1321311.750000 Penalty: 949.713074
	Iteration 26Q: 3 clusters Score -1321312 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1321321.250000 Penalty: 949.713074
	Iteration 27Q: 3 clusters Score -1321321 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1321324.875000 Penalty: 949.713074
	Iteration 28Q: 3 clusters Score -1321325 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1321329.625000 Penalty: 949.713074
	Iteration 29Q: 3 clusters Score -1321330 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1321333.875000 Penalty: 949.713074
	Iteration 30Q: 3 clusters Score -1321334 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1321342.250000 Penalty: 949.713074
	Iteration 31Q: 3 clusters Score -1321342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1321340.500000 Penalty: 949.713074
	Iteration 32Q: 3 clusters Score -1321340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1321340.375000 Penalty: 949.713074
	Iteration 33Q: 3 clusters Score -1321340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1321340.875000 Penalty: 949.713074
	Iteration 34Q: 3 clusters Score -1321341 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1321344.375000 Penalty: 949.713074
	Iteration 35Q: 3 clusters Score -1321344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1321347.875000 Penalty: 949.713074
	Iteration 36Q: 3 clusters Score -1321348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1321347.500000 Penalty: 949.713074
	Iteration 37Q: 3 clusters Score -1321348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1321348.625000 Penalty: 949.713074
	Iteration 38Q: 3 clusters Score -1321349 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1321352.875000 Penalty: 949.713074
	Iteration 39Q: 3 clusters Score -1321353 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1321353.375000 Penalty: 949.713074
	Iteration 40F: 3 clusters Score -1321353 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1321355.625000 Penalty: 949.713074
	Iteration 41Q: 3 clusters Score -1321356 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1321361.000000 Penalty: 949.713074
	Iteration 42Q: 3 clusters Score -1321361 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1321369.375000 Penalty: 949.713074
	Iteration 43Q: 3 clusters Score -1321369 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1321374.375000 Penalty: 949.713074
	Iteration 44Q: 3 clusters Score -1321374 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1321375.250000 Penalty: 949.713074
	Iteration 45Q: 3 clusters Score -1321375 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1321375.250000 Penalty: 949.713074
	Iteration 46Q: 3 clusters Score -1321375 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1321378.250000 Penalty: 949.713074
	Iteration 47Q: 3 clusters Score -1321378 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1321387.250000 Penalty: 949.713074
	Iteration 48Q: 3 clusters Score -1321387 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1321386.000000 Penalty: 949.713074
	Iteration 49Q: 3 clusters Score -1321386 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1321391.875000 Penalty: 949.713074
	Iteration 50Q: 3 clusters Score -1321392 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1321398.000000 Penalty: 949.713074
	Iteration 51Q: 3 clusters Score -1321398 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1321401.125000 Penalty: 949.713074
	Iteration 52Q: 3 clusters Score -1321401 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1321409.375000 Penalty: 949.713074
	Iteration 53Q: 3 clusters Score -1321409 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1321412.750000 Penalty: 949.713074
	Iteration 54Q: 3 clusters Score -1321413 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1321412.000000 Penalty: 949.713074
	Iteration 55Q: 3 clusters Score -1321412 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1321416.625000 Penalty: 949.713074
	Iteration 56Q: 3 clusters Score -1321417 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1321416.000000 Penalty: 949.713074
	Iteration 57Q: 3 clusters Score -1321416 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1321419.000000 Penalty: 949.713074
	Iteration 58Q: 3 clusters Score -1321419 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1321422.250000 Penalty: 949.713074
	Iteration 59Q: 3 clusters Score -1321422 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1321424.625000 Penalty: 949.713074
	Iteration 60F: 3 clusters Score -1321425 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1321431.750000 Penalty: 949.713074
	Iteration 61Q: 3 clusters Score -1321432 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1321442.250000 Penalty: 949.713074
	Iteration 62Q: 3 clusters Score -1321442 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1321444.000000 Penalty: 949.713074
	Iteration 63Q: 3 clusters Score -1321444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1321447.625000 Penalty: 949.713074
	Iteration 64Q: 3 clusters Score -1321448 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1321449.625000 Penalty: 949.713074
	Iteration 65Q: 3 clusters Score -1321450 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1321453.750000 Penalty: 949.713074
	Iteration 66Q: 3 clusters Score -1321454 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1321454.125000 Penalty: 949.713074
	Iteration 67Q: 3 clusters Score -1321454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1321450.750000 Penalty: 949.713074
	Iteration 68Q: 3 clusters Score -1321451 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1321456.125000 Penalty: 949.713074
	Iteration 69Q: 3 clusters Score -1321456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1321460.250000 Penalty: 949.713074
	Iteration 70Q: 3 clusters Score -1321460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1321463.750000 Penalty: 949.713074
	Iteration 71Q: 3 clusters Score -1321464 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1321469.750000 Penalty: 949.713074
	Iteration 72Q: 3 clusters Score -1321470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1321477.875000 Penalty: 949.713074
	Iteration 73Q: 3 clusters Score -1321478 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1321479.625000 Penalty: 949.713074
	Iteration 74Q: 3 clusters Score -1321480 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1321480.250000 Penalty: 949.713074
	Iteration 75Q: 3 clusters Score -1321480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1321481.875000 Penalty: 949.713074
	Iteration 76Q: 3 clusters Score -1321482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1321486.125000 Penalty: 949.713074
	Iteration 77Q: 3 clusters Score -1321486 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1321487.875000 Penalty: 949.713074
	Iteration 78Q: 3 clusters Score -1321488 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1321492.375000 Penalty: 949.713074
	Iteration 79Q: 3 clusters Score -1321492 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1321495.375000 Penalty: 949.713074
	Iteration 80F: 3 clusters Score -1321495 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1321498.375000 Penalty: 949.713074
	Iteration 81Q: 3 clusters Score -1321498 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1321506.375000 Penalty: 949.713074
	Iteration 82Q: 3 clusters Score -1321506 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1321500.000000 Penalty: 949.713074
	Iteration 83Q: 3 clusters Score -1321500 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1321508.625000 Penalty: 949.713074
	Iteration 84Q: 3 clusters Score -1321509 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1321509.875000 Penalty: 949.713074
	Iteration 85Q: 3 clusters Score -1321510 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1321519.125000 Penalty: 949.713074
	Iteration 86Q: 3 clusters Score -1321519 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1321525.875000 Penalty: 949.713074
	Iteration 87Q: 3 clusters Score -1321526 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1321523.875000 Penalty: 949.713074
	Iteration 88Q: 3 clusters Score -1321524 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1321535.750000 Penalty: 949.713074
	Iteration 89Q: 3 clusters Score -1321536 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1321538.500000 Penalty: 949.713074
	Iteration 90Q: 3 clusters Score -1321538 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1321547.250000 Penalty: 949.713074
	Iteration 91Q: 3 clusters Score -1321547 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1321554.000000 Penalty: 949.713074
	Iteration 92Q: 3 clusters Score -1321554 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1321557.625000 Penalty: 949.713074
	Iteration 93Q: 3 clusters Score -1321558 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1321561.000000 Penalty: 949.713074
	Iteration 94Q: 3 clusters Score -1321561 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1321567.875000 Penalty: 949.713074
	Iteration 95Q: 3 clusters Score -1321568 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1321572.750000 Penalty: 949.713074
	Iteration 96Q: 3 clusters Score -1321573 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1321578.375000 Penalty: 949.713074
	Iteration 97Q: 3 clusters Score -1321578 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1321583.375000 Penalty: 949.713074
	Iteration 98Q: 3 clusters Score -1321583 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1321584.375000 Penalty: 949.713074
	Iteration 99Q: 3 clusters Score -1321584 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1321585.375000 Penalty: 949.713074
	Iteration 100F: 3 clusters Score -1321585 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1321590.875000 Penalty: 949.713074
	Iteration 101Q: 3 clusters Score -1321591 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1321589.750000 Penalty: 949.713074
	Iteration 102Q: 3 clusters Score -1321590 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1321597.000000 Penalty: 949.713074
	Iteration 103Q: 3 clusters Score -1321597 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1321598.875000 Penalty: 949.713074
	Iteration 104Q: 3 clusters Score -1321599 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1321602.000000 Penalty: 949.713074
	Iteration 105Q: 3 clusters Score -1321602 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1321606.500000 Penalty: 949.713074
	Iteration 106Q: 3 clusters Score -1321606 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1321612.125000 Penalty: 949.713074
	Iteration 107Q: 3 clusters Score -1321612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1321612.250000 Penalty: 949.713074
	Iteration 108Q: 3 clusters Score -1321612 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1321612.500000 Penalty: 949.713074
	Iteration 109Q: 3 clusters Score -1321612 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1321619.500000 Penalty: 949.713074
	Iteration 110Q: 3 clusters Score -1321620 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1321620.250000 Penalty: 949.713074
	Iteration 111Q: 3 clusters Score -1321620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1321621.250000 Penalty: 949.713074
	Iteration 112Q: 3 clusters Score -1321621 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1321621.375000 Penalty: 949.713074
	Iteration 113Q: 3 clusters Score -1321621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1321623.000000 Penalty: 949.713074
	Iteration 114Q: 3 clusters Score -1321623 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1321630.375000 Penalty: 949.713074
	Iteration 115Q: 3 clusters Score -1321630 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1321631.500000 Penalty: 949.713074
	Iteration 116Q: 3 clusters Score -1321632 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1321638.625000 Penalty: 949.713074
	Iteration 117Q: 3 clusters Score -1321639 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1321645.625000 Penalty: 949.713074
	Iteration 118Q: 3 clusters Score -1321646 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1321653.875000 Penalty: 949.713074
	Iteration 119Q: 3 clusters Score -1321654 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1321661.000000 Penalty: 949.713074
	Iteration 120F: 3 clusters Score -1321661 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1321666.125000 Penalty: 949.713074
	Iteration 121Q: 3 clusters Score -1321666 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1321679.375000 Penalty: 949.713074
	Iteration 122Q: 3 clusters Score -1321679 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1321687.000000 Penalty: 949.713074
	Iteration 123Q: 3 clusters Score -1321687 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1321694.750000 Penalty: 949.713074
	Iteration 124Q: 3 clusters Score -1321695 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1321699.125000 Penalty: 949.713074
	Iteration 125Q: 3 clusters Score -1321699 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1321706.250000 Penalty: 949.713074
	Iteration 126Q: 3 clusters Score -1321706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1321708.000000 Penalty: 949.713074
	Iteration 127Q: 3 clusters Score -1321708 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1321713.500000 Penalty: 949.713074
	Iteration 128Q: 3 clusters Score -1321714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1321718.500000 Penalty: 949.713074
	Iteration 129Q: 3 clusters Score -1321718 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1321719.625000 Penalty: 949.713074
	Iteration 130Q: 3 clusters Score -1321720 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1321721.875000 Penalty: 949.713074
	Iteration 131Q: 3 clusters Score -1321722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1321723.125000 Penalty: 949.713074
	Iteration 132Q: 3 clusters Score -1321723 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1321723.375000 Penalty: 949.713074
	Iteration 133Q: 3 clusters Score -1321723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1321725.250000 Penalty: 949.713074
	Iteration 134Q: 3 clusters Score -1321725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1321729.250000 Penalty: 949.713074
	Iteration 135Q: 3 clusters Score -1321729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1321728.750000 Penalty: 949.713074
	Iteration 136Q: 3 clusters Score -1321729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1321730.250000 Penalty: 949.713074
	Iteration 137Q: 3 clusters Score -1321730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1321734.750000 Penalty: 949.713074
	Iteration 138Q: 3 clusters Score -1321735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1321733.375000 Penalty: 949.713074
	Iteration 139Q: 3 clusters Score -1321733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1321738.875000 Penalty: 949.713074
	Iteration 140F: 3 clusters Score -1321739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1321739.250000 Penalty: 949.713074
	Iteration 141Q: 3 clusters Score -1321739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1321740.500000 Penalty: 949.713074
	Iteration 142Q: 3 clusters Score -1321740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1321738.750000 Penalty: 949.713074
	Iteration 143Q: 3 clusters Score -1321739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1321738.875000 Penalty: 949.713074
	Iteration 144Q: 3 clusters Score -1321739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1321740.500000 Penalty: 949.713074
	Iteration 145Q: 3 clusters Score -1321740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1321740.375000 Penalty: 949.713074
	Iteration 146Q: 3 clusters Score -1321740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1321743.000000 Penalty: 949.713074
	Iteration 147Q: 3 clusters Score -1321743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1321741.750000 Penalty: 949.713074
	Iteration 148Q: 3 clusters Score -1321742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1321743.625000 Penalty: 949.713074
	Iteration 149Q: 3 clusters Score -1321744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1321742.875000 Penalty: 949.713074
	Iteration 150Q: 3 clusters Score -1321743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1321742.875000 Penalty: 949.713074
	Iteration 151F: 3 clusters Score -1321743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Entering Unmasked Estep 
Score: -163130.359375 Penalty: 384.181366
	Iteration 0F: 2 clusters Score -163130.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -159954.609375 Penalty: 768.362732
	Iteration 0F: 3 clusters Score -159954.6 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -161210.046875 Penalty: 768.362732
	Iteration 1F: 3 clusters Score -161210 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -161539.687500 Penalty: 768.362732
	Iteration 2F: 3 clusters Score -161539.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -161967.578125 Penalty: 768.362732
	Iteration 3F: 3 clusters Score -161967.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -162358.250000 Penalty: 768.362732
	Iteration 4F: 3 clusters Score -162358.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -162613.343750 Penalty: 768.362732
	Iteration 5F: 3 clusters Score -162613.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -162768.734375 Penalty: 768.362732
	Iteration 6Q: 3 clusters Score -162768.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -162869.343750 Penalty: 768.362732
	Iteration 7Q: 3 clusters Score -162869.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -162941.171875 Penalty: 768.362732
	Iteration 8Q: 3 clusters Score -162941.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -162994.890625 Penalty: 768.362732
	Iteration 9Q: 3 clusters Score -162994.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -163025.484375 Penalty: 768.362732
	Iteration 10Q: 3 clusters Score -163025.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -163050.062500 Penalty: 768.362732
	Iteration 11Q: 3 clusters Score -163050.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -163061.234375 Penalty: 768.362732
	Iteration 12Q: 3 clusters Score -163061.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -163068.703125 Penalty: 768.362732
	Iteration 13Q: 3 clusters Score -163068.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -163074.609375 Penalty: 768.362732
	Iteration 14Q: 3 clusters Score -163074.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -163078.578125 Penalty: 768.362732
	Iteration 15Q: 3 clusters Score -163078.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -163080.375000 Penalty: 768.362732
	Iteration 16Q: 3 clusters Score -163080.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -163081.328125 Penalty: 768.362732
	Iteration 17Q: 3 clusters Score -163081.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -163081.484375 Penalty: 768.362732
	Iteration 18Q: 3 clusters Score -163081.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -163081.171875 Penalty: 768.362732
	Iteration 19Q: 3 clusters Score -163081.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -163081.171875 Penalty: 768.362732
	Iteration 20F: 3 clusters Score -163081.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Entering Unmasked Estep 
Score: -669078.875000 Penalty: 446.777710
	Iteration 0F: 2 clusters Score -669078.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -656810.687500 Penalty: 893.555420
	Iteration 0F: 3 clusters Score -656810.7 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -661783.187500 Penalty: 893.555420
	Iteration 1F: 3 clusters Score -661783.2 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -662231.937500 Penalty: 893.555420
	Iteration 2F: 3 clusters Score -662231.9 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -662956.000000 Penalty: 893.555420
	Iteration 3F: 3 clusters Score -662956 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -663853.375000 Penalty: 893.555420
	Iteration 4F: 3 clusters Score -663853.4 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -664808.875000 Penalty: 893.555420
	Iteration 5F: 3 clusters Score -664808.9 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -665689.500000 Penalty: 893.555420
	Iteration 6F: 3 clusters Score -665689.5 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -666435.312500 Penalty: 893.555420
	Iteration 7F: 3 clusters Score -666435.3 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -666993.562500 Penalty: 893.555420
	Iteration 8Q: 3 clusters Score -666993.6 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -667340.250000 Penalty: 893.555420
	Iteration 9Q: 3 clusters Score -667340.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -667557.000000 Penalty: 893.555420
	Iteration 10Q: 3 clusters Score -667557 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -667674.562500 Penalty: 893.555420
	Iteration 11Q: 3 clusters Score -667674.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -667744.687500 Penalty: 893.555420
	Iteration 12Q: 3 clusters Score -667744.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -667796.812500 Penalty: 893.555420
	Iteration 13Q: 3 clusters Score -667796.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -667847.312500 Penalty: 893.555420
	Iteration 14Q: 3 clusters Score -667847.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -667910.875000 Penalty: 893.555420
	Iteration 15Q: 3 clusters Score -667910.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -667997.437500 Penalty: 893.555420
	Iteration 16Q: 3 clusters Score -667997.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -668144.750000 Penalty: 893.555420
	Iteration 17Q: 3 clusters Score -668144.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -668368.062500 Penalty: 893.555420
	Iteration 18Q: 3 clusters Score -668368.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -668638.812500 Penalty: 893.555420
	Iteration 19Q: 3 clusters Score -668638.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -668809.687500 Penalty: 893.555420
	Iteration 20F: 3 clusters Score -668809.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -668916.187500 Penalty: 893.555420
	Iteration 21Q: 3 clusters Score -668916.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -668984.250000 Penalty: 893.555420
	Iteration 22Q: 3 clusters Score -668984.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -669023.312500 Penalty: 893.555420
	Iteration 23Q: 3 clusters Score -669023.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -669057.187500 Penalty: 893.555420
	Iteration 24Q: 3 clusters Score -669057.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -669096.250000 Penalty: 893.555420
	Iteration 25Q: 3 clusters Score -669096.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -669120.562500 Penalty: 893.555420
	Iteration 26Q: 3 clusters Score -669120.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -669141.187500 Penalty: 893.555420
	Iteration 27Q: 3 clusters Score -669141.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -669158.375000 Penalty: 893.555420
	Iteration 28Q: 3 clusters Score -669158.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -669169.250000 Penalty: 893.555420
	Iteration 29Q: 3 clusters Score -669169.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -669185.000000 Penalty: 893.555420
	Iteration 30Q: 3 clusters Score -669185 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -669200.687500 Penalty: 893.555420
	Iteration 31Q: 3 clusters Score -669200.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -669210.750000 Penalty: 893.555420
	Iteration 32Q: 3 clusters Score -669210.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -669217.562500 Penalty: 893.555420
	Iteration 33Q: 3 clusters Score -669217.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -669223.500000 Penalty: 893.555420
	Iteration 34Q: 3 clusters Score -669223.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -669229.625000 Penalty: 893.555420
	Iteration 35Q: 3 clusters Score -669229.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -669239.750000 Penalty: 893.555420
	Iteration 36Q: 3 clusters Score -669239.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -669243.937500 Penalty: 893.555420
	Iteration 37Q: 3 clusters Score -669243.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -669246.125000 Penalty: 893.555420
	Iteration 38Q: 3 clusters Score -669246.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -669249.750000 Penalty: 893.555420
	Iteration 39Q: 3 clusters Score -669249.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -669250.187500 Penalty: 893.555420
	Iteration 40F: 3 clusters Score -669250.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -669254.562500 Penalty: 893.555420
	Iteration 41Q: 3 clusters Score -669254.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -669256.000000 Penalty: 893.555420
	Iteration 42Q: 3 clusters Score -669256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -669257.812500 Penalty: 893.555420
	Iteration 43Q: 3 clusters Score -669257.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -669258.375000 Penalty: 893.555420
	Iteration 44Q: 3 clusters Score -669258.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -669262.375000 Penalty: 893.555420
	Iteration 45Q: 3 clusters Score -669262.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -669265.375000 Penalty: 893.555420
	Iteration 46Q: 3 clusters Score -669265.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -669265.500000 Penalty: 893.555420
	Iteration 47Q: 3 clusters Score -669265.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -669268.062500 Penalty: 893.555420
	Iteration 48Q: 3 clusters Score -669268.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -669270.000000 Penalty: 893.555420
	Iteration 49Q: 3 clusters Score -669270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -669272.000000 Penalty: 893.555420
	Iteration 50Q: 3 clusters Score -669272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -669273.625000 Penalty: 893.555420
	Iteration 51Q: 3 clusters Score -669273.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -669273.750000 Penalty: 893.555420
	Iteration 52Q: 3 clusters Score -669273.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -669273.500000 Penalty: 893.555420
	Iteration 53Q: 3 clusters Score -669273.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -669275.250000 Penalty: 893.555420
	Iteration 54Q: 3 clusters Score -669275.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -669275.875000 Penalty: 893.555420
	Iteration 55Q: 3 clusters Score -669275.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -669277.562500 Penalty: 893.555420
	Iteration 56Q: 3 clusters Score -669277.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -669278.812500 Penalty: 893.555420
	Iteration 57Q: 3 clusters Score -669278.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -669277.937500 Penalty: 893.555420
	Iteration 58Q: 3 clusters Score -669277.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -669278.562500 Penalty: 893.555420
	Iteration 59Q: 3 clusters Score -669278.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -669279.125000 Penalty: 893.555420
	Iteration 60F: 3 clusters Score -669279.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -669279.437500 Penalty: 893.555420
	Iteration 61Q: 3 clusters Score -669279.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -669280.062500 Penalty: 893.555420
	Iteration 62Q: 3 clusters Score -669280.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -669279.312500 Penalty: 893.555420
	Iteration 63Q: 3 clusters Score -669279.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -669278.187500 Penalty: 893.555420
	Iteration 64Q: 3 clusters Score -669278.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -669278.187500 Penalty: 893.555420
	Iteration 65F: 3 clusters Score -669278.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 530813 members 
Mstep: Class 3 contains 7716 members 
Mstep: Class 4 contains 670 members 
Mstep: Class 5 contains 480997 members 
Mstep: Class 6 contains 849 members 
Mstep: Class 7 contains 7327 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 3269 members 
Mstep: Class 10 contains 5764 members 
Mstep: Class 11 contains 18915 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 7337 members 
Mstep: Class 14 contains 12210 members 
Mstep: Class 15 contains 1706 members 
Mstep: Class 16 contains 2210 members 
Mstep: Class 17 contains 106125 members 
Mstep: Class 18 contains 668 members 
Mstep: Class 19 contains 11520 members 
Mstep: Class 20 contains 2842 members 
Mstep: Class 21 contains 18340 members 
Mstep: Class 22 contains 14530 members 
Mstep: Class 23 contains 3336 members 
Mstep: Class 24 contains 3163 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 7524 members 
Mstep: Class 27 contains 65 members 
Mstep: Class 28 contains 34078 members 
Mstep: Class 29 contains 4645 members 
Mstep: Class 30 contains 1467 members 
Mstep: Class 31 contains 1016 members 
Mstep: Class 32 contains 12848 members 
Mstep: Class 33 contains 8253 members 
Mstep: Class 34 contains 1758 members 
Mstep: Class 35 contains 5067 members 
Mstep: Class 36 contains 22678 members 
Mstep: Class 37 contains 10165 members 
Mstep: Class 38 contains 10636 members 
Mstep: Class 39 contains 2755 members 
Mstep: Class 40 contains 545 members 
Mstep: Class 41 contains 16918 members 
Entering Unmasked Estep 
Score: -50360616.000000 Penalty: 26384.455078
Splitting cluster 30 changes total score from -50358408.000000 to -50360616.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 31 (1016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Entering Unmasked Estep 
Score: -35946.566406 Penalty: 315.025116
	Iteration 0F: 2 clusters Score -35946.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -35147.429688 Penalty: 630.050232
	Iteration 0F: 3 clusters Score -35147.43 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -35373.605469 Penalty: 630.050232
	Iteration 1F: 3 clusters Score -35373.61 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -35411.367188 Penalty: 630.050232
	Iteration 2F: 3 clusters Score -35411.37 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -35437.789062 Penalty: 630.050232
	Iteration 3F: 3 clusters Score -35437.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -35463.218750 Penalty: 630.050232
	Iteration 4Q: 3 clusters Score -35463.22 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -35483.378906 Penalty: 630.050232
	Iteration 5Q: 3 clusters Score -35483.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -35505.820312 Penalty: 630.050232
	Iteration 6Q: 3 clusters Score -35505.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -35530.957031 Penalty: 630.050232
	Iteration 7Q: 3 clusters Score -35530.96 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -35557.574219 Penalty: 630.050232
	Iteration 8Q: 3 clusters Score -35557.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -35569.062500 Penalty: 630.050232
	Iteration 9Q: 3 clusters Score -35569.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -35583.703125 Penalty: 630.050232
	Iteration 10Q: 3 clusters Score -35583.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -35602.933594 Penalty: 630.050232
	Iteration 11Q: 3 clusters Score -35602.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -35615.375000 Penalty: 630.050232
	Iteration 12Q: 3 clusters Score -35615.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -35622.824219 Penalty: 630.050232
	Iteration 13Q: 3 clusters Score -35622.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -35626.398438 Penalty: 630.050232
	Iteration 14Q: 3 clusters Score -35626.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -35627.695312 Penalty: 630.050232
	Iteration 15Q: 3 clusters Score -35627.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -35628.476562 Penalty: 630.050232
	Iteration 16Q: 3 clusters Score -35628.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -35630.742188 Penalty: 630.050232
	Iteration 17Q: 3 clusters Score -35630.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -35633.273438 Penalty: 630.050232
	Iteration 18Q: 3 clusters Score -35633.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -35638.144531 Penalty: 630.050232
	Iteration 19Q: 3 clusters Score -35638.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -35641.183594 Penalty: 630.050232
	Iteration 20F: 3 clusters Score -35641.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -35646.730469 Penalty: 630.050232
	Iteration 21Q: 3 clusters Score -35646.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -35659.570312 Penalty: 630.050232
	Iteration 22Q: 3 clusters Score -35659.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -35669.675781 Penalty: 630.050232
	Iteration 23Q: 3 clusters Score -35669.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -35682.503906 Penalty: 630.050232
	Iteration 24Q: 3 clusters Score -35682.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -35691.070312 Penalty: 630.050232
	Iteration 25Q: 3 clusters Score -35691.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -35696.226562 Penalty: 630.050232
	Iteration 26Q: 3 clusters Score -35696.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -35700.738281 Penalty: 630.050232
	Iteration 27Q: 3 clusters Score -35700.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -35702.132812 Penalty: 630.050232
	Iteration 28Q: 3 clusters Score -35702.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -35702.808594 Penalty: 630.050232
	Iteration 29Q: 3 clusters Score -35702.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -35704.773438 Penalty: 630.050232
	Iteration 30Q: 3 clusters Score -35704.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -35706.230469 Penalty: 630.050232
	Iteration 31Q: 3 clusters Score -35706.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -35706.730469 Penalty: 630.050232
	Iteration 32Q: 3 clusters Score -35706.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -35706.898438 Penalty: 630.050232
	Iteration 33Q: 3 clusters Score -35706.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -35706.984375 Penalty: 630.050232
	Iteration 34Q: 3 clusters Score -35706.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -35707.035156 Penalty: 630.050232
	Iteration 35Q: 3 clusters Score -35707.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -35707.035156 Penalty: 630.050232
	Iteration 36F: 3 clusters Score -35707.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Entering Unmasked Estep 
Score: -470272.500000 Penalty: 430.472931
	Iteration 0F: 2 clusters Score -470272.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -461763.625000 Penalty: 860.945862
	Iteration 0F: 3 clusters Score -461763.6 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -465140.875000 Penalty: 860.945862
	Iteration 1F: 3 clusters Score -465140.9 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -465548.625000 Penalty: 860.945862
	Iteration 2F: 3 clusters Score -465548.6 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -466049.750000 Penalty: 860.945862
	Iteration 3F: 3 clusters Score -466049.8 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -466661.000000 Penalty: 860.945862
	Iteration 4F: 3 clusters Score -466661 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -467310.125000 Penalty: 860.945862
	Iteration 5F: 3 clusters Score -467310.1 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -467816.093750 Penalty: 860.945862
	Iteration 6F: 3 clusters Score -467816.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -468107.812500 Penalty: 860.945862
	Iteration 7Q: 3 clusters Score -468107.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -468258.468750 Penalty: 860.945862
	Iteration 8Q: 3 clusters Score -468258.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -468355.281250 Penalty: 860.945862
	Iteration 9Q: 3 clusters Score -468355.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -468436.875000 Penalty: 860.945862
	Iteration 10Q: 3 clusters Score -468436.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -468551.406250 Penalty: 860.945862
	Iteration 11Q: 3 clusters Score -468551.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -468675.375000 Penalty: 860.945862
	Iteration 12Q: 3 clusters Score -468675.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -468819.187500 Penalty: 860.945862
	Iteration 13Q: 3 clusters Score -468819.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -468987.156250 Penalty: 860.945862
	Iteration 14Q: 3 clusters Score -468987.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -469146.531250 Penalty: 860.945862
	Iteration 15Q: 3 clusters Score -469146.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -469260.468750 Penalty: 860.945862
	Iteration 16Q: 3 clusters Score -469260.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -469360.406250 Penalty: 860.945862
	Iteration 17Q: 3 clusters Score -469360.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -469444.562500 Penalty: 860.945862
	Iteration 18Q: 3 clusters Score -469444.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -469497.218750 Penalty: 860.945862
	Iteration 19Q: 3 clusters Score -469497.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -469551.656250 Penalty: 860.945862
	Iteration 20F: 3 clusters Score -469551.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -469598.062500 Penalty: 860.945862
	Iteration 21Q: 3 clusters Score -469598.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -469626.781250 Penalty: 860.945862
	Iteration 22Q: 3 clusters Score -469626.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -469651.218750 Penalty: 860.945862
	Iteration 23Q: 3 clusters Score -469651.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -469678.437500 Penalty: 860.945862
	Iteration 24Q: 3 clusters Score -469678.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -469699.125000 Penalty: 860.945862
	Iteration 25Q: 3 clusters Score -469699.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -469727.093750 Penalty: 860.945862
	Iteration 26Q: 3 clusters Score -469727.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -469745.531250 Penalty: 860.945862
	Iteration 27Q: 3 clusters Score -469745.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -469762.875000 Penalty: 860.945862
	Iteration 28Q: 3 clusters Score -469762.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -469772.500000 Penalty: 860.945862
	Iteration 29Q: 3 clusters Score -469772.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -469782.656250 Penalty: 860.945862
	Iteration 30Q: 3 clusters Score -469782.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -469792.750000 Penalty: 860.945862
	Iteration 31Q: 3 clusters Score -469792.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -469799.500000 Penalty: 860.945862
	Iteration 32Q: 3 clusters Score -469799.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -469804.937500 Penalty: 860.945862
	Iteration 33Q: 3 clusters Score -469804.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -469809.125000 Penalty: 860.945862
	Iteration 34Q: 3 clusters Score -469809.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -469814.687500 Penalty: 860.945862
	Iteration 35Q: 3 clusters Score -469814.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -469817.406250 Penalty: 860.945862
	Iteration 36Q: 3 clusters Score -469817.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -469818.562500 Penalty: 860.945862
	Iteration 37Q: 3 clusters Score -469818.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -469821.875000 Penalty: 860.945862
	Iteration 38Q: 3 clusters Score -469821.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -469824.500000 Penalty: 860.945862
	Iteration 39Q: 3 clusters Score -469824.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -469829.687500 Penalty: 860.945862
	Iteration 40F: 3 clusters Score -469829.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -469834.093750 Penalty: 860.945862
	Iteration 41Q: 3 clusters Score -469834.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -469836.375000 Penalty: 860.945862
	Iteration 42Q: 3 clusters Score -469836.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -469839.250000 Penalty: 860.945862
	Iteration 43Q: 3 clusters Score -469839.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -469840.093750 Penalty: 860.945862
	Iteration 44Q: 3 clusters Score -469840.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -469842.937500 Penalty: 860.945862
	Iteration 45Q: 3 clusters Score -469842.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -469845.000000 Penalty: 860.945862
	Iteration 46Q: 3 clusters Score -469845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -469847.000000 Penalty: 860.945862
	Iteration 47Q: 3 clusters Score -469847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -469848.937500 Penalty: 860.945862
	Iteration 48Q: 3 clusters Score -469848.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -469850.437500 Penalty: 860.945862
	Iteration 49Q: 3 clusters Score -469850.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -469852.937500 Penalty: 860.945862
	Iteration 50Q: 3 clusters Score -469852.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -469856.062500 Penalty: 860.945862
	Iteration 51Q: 3 clusters Score -469856.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -469856.218750 Penalty: 860.945862
	Iteration 52Q: 3 clusters Score -469856.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -469857.218750 Penalty: 860.945862
	Iteration 53Q: 3 clusters Score -469857.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -469858.750000 Penalty: 860.945862
	Iteration 54Q: 3 clusters Score -469858.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -469858.406250 Penalty: 860.945862
	Iteration 55Q: 3 clusters Score -469858.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -469858.437500 Penalty: 860.945862
	Iteration 56Q: 3 clusters Score -469858.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -469858.781250 Penalty: 860.945862
	Iteration 57Q: 3 clusters Score -469858.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -469858.250000 Penalty: 860.945862
	Iteration 58Q: 3 clusters Score -469858.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -469858.250000 Penalty: 860.945862
	Iteration 59F: 3 clusters Score -469858.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Entering Unmasked Estep 
Score: -296264.656250 Penalty: 410.334137
	Iteration 0F: 2 clusters Score -296264.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -290804.687500 Penalty: 820.668274
	Iteration 0F: 3 clusters Score -290804.7 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -293159.156250 Penalty: 820.668274
	Iteration 1F: 3 clusters Score -293159.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -293474.750000 Penalty: 820.668274
	Iteration 2F: 3 clusters Score -293474.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -293748.875000 Penalty: 820.668274
	Iteration 3F: 3 clusters Score -293748.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -293986.531250 Penalty: 820.668274
	Iteration 4F: 3 clusters Score -293986.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -294269.843750 Penalty: 820.668274
	Iteration 5F: 3 clusters Score -294269.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -294539.468750 Penalty: 820.668274
	Iteration 6F: 3 clusters Score -294539.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -294790.812500 Penalty: 820.668274
	Iteration 7Q: 3 clusters Score -294790.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -295052.750000 Penalty: 820.668274
	Iteration 8Q: 3 clusters Score -295052.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -295295.156250 Penalty: 820.668274
	Iteration 9Q: 3 clusters Score -295295.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -295480.125000 Penalty: 820.668274
	Iteration 10Q: 3 clusters Score -295480.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -295595.718750 Penalty: 820.668274
	Iteration 11Q: 3 clusters Score -295595.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -295688.656250 Penalty: 820.668274
	Iteration 12Q: 3 clusters Score -295688.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -295773.406250 Penalty: 820.668274
	Iteration 13Q: 3 clusters Score -295773.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -295828.000000 Penalty: 820.668274
	Iteration 14Q: 3 clusters Score -295828 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -295863.218750 Penalty: 820.668274
	Iteration 15Q: 3 clusters Score -295863.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -295900.781250 Penalty: 820.668274
	Iteration 16Q: 3 clusters Score -295900.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -295924.343750 Penalty: 820.668274
	Iteration 17Q: 3 clusters Score -295924.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -295945.656250 Penalty: 820.668274
	Iteration 18Q: 3 clusters Score -295945.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -295957.875000 Penalty: 820.668274
	Iteration 19Q: 3 clusters Score -295957.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -295964.968750 Penalty: 820.668274
	Iteration 20F: 3 clusters Score -295965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -295968.937500 Penalty: 820.668274
	Iteration 21Q: 3 clusters Score -295968.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -295970.406250 Penalty: 820.668274
	Iteration 22Q: 3 clusters Score -295970.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -295970.562500 Penalty: 820.668274
	Iteration 23Q: 3 clusters Score -295970.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -295970.562500 Penalty: 820.668274
	Iteration 24F: 3 clusters Score -295970.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Entering Unmasked Estep 
Score: -58477.085938 Penalty: 339.972900
	Iteration 0F: 2 clusters Score -58477.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -57240.699219 Penalty: 679.945801
	Iteration 0F: 3 clusters Score -57240.7 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -57780.929688 Penalty: 679.945801
	Iteration 1F: 3 clusters Score -57780.93 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -57934.625000 Penalty: 679.945801
	Iteration 2F: 3 clusters Score -57934.62 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -58055.324219 Penalty: 679.945801
	Iteration 3F: 3 clusters Score -58055.32 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -58167.230469 Penalty: 679.945801
	Iteration 4F: 3 clusters Score -58167.23 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -58230.460938 Penalty: 679.945801
	Iteration 5F: 3 clusters Score -58230.46 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -58264.992188 Penalty: 679.945801
	Iteration 6Q: 3 clusters Score -58264.99 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -58279.437500 Penalty: 679.945801
	Iteration 7Q: 3 clusters Score -58279.44 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -58293.535156 Penalty: 679.945801
	Iteration 8Q: 3 clusters Score -58293.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -58303.343750 Penalty: 679.945801
	Iteration 9Q: 3 clusters Score -58303.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -58313.800781 Penalty: 679.945801
	Iteration 10Q: 3 clusters Score -58313.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -58321.296875 Penalty: 679.945801
	Iteration 11Q: 3 clusters Score -58321.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -58326.328125 Penalty: 679.945801
	Iteration 12Q: 3 clusters Score -58326.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -58330.898438 Penalty: 679.945801
	Iteration 13Q: 3 clusters Score -58330.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -58338.128906 Penalty: 679.945801
	Iteration 14Q: 3 clusters Score -58338.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -58345.523438 Penalty: 679.945801
	Iteration 15Q: 3 clusters Score -58345.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -58349.847656 Penalty: 679.945801
	Iteration 16Q: 3 clusters Score -58349.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -58351.550781 Penalty: 679.945801
	Iteration 17Q: 3 clusters Score -58351.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -58352.992188 Penalty: 679.945801
	Iteration 18Q: 3 clusters Score -58352.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -58355.218750 Penalty: 679.945801
	Iteration 19Q: 3 clusters Score -58355.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -58358.371094 Penalty: 679.945801
	Iteration 20F: 3 clusters Score -58358.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -58361.402344 Penalty: 679.945801
	Iteration 21Q: 3 clusters Score -58361.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -58365.542969 Penalty: 679.945801
	Iteration 22Q: 3 clusters Score -58365.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -58367.085938 Penalty: 679.945801
	Iteration 23Q: 3 clusters Score -58367.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -58367.312500 Penalty: 679.945801
	Iteration 24Q: 3 clusters Score -58367.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -58368.394531 Penalty: 679.945801
	Iteration 25Q: 3 clusters Score -58368.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -58369.636719 Penalty: 679.945801
	Iteration 26Q: 3 clusters Score -58369.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -58371.097656 Penalty: 679.945801
	Iteration 27Q: 3 clusters Score -58371.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -58371.687500 Penalty: 679.945801
	Iteration 28Q: 3 clusters Score -58371.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -58371.687500 Penalty: 679.945801
	Iteration 29F: 3 clusters Score -58371.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Entering Unmasked Estep 
Score: -183621.531250 Penalty: 388.137939
	Iteration 0F: 2 clusters Score -183621.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -180175.562500 Penalty: 776.275879
	Iteration 0F: 3 clusters Score -180175.6 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -181580.546875 Penalty: 776.275879
	Iteration 1F: 3 clusters Score -181580.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -181788.359375 Penalty: 776.275879
	Iteration 2F: 3 clusters Score -181788.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -182006.328125 Penalty: 776.275879
	Iteration 3F: 3 clusters Score -182006.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -182245.875000 Penalty: 776.275879
	Iteration 4F: 3 clusters Score -182245.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -182484.250000 Penalty: 776.275879
	Iteration 5F: 3 clusters Score -182484.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -182664.750000 Penalty: 776.275879
	Iteration 6Q: 3 clusters Score -182664.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -182806.328125 Penalty: 776.275879
	Iteration 7Q: 3 clusters Score -182806.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -182900.453125 Penalty: 776.275879
	Iteration 8Q: 3 clusters Score -182900.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -182948.343750 Penalty: 776.275879
	Iteration 9Q: 3 clusters Score -182948.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -182969.156250 Penalty: 776.275879
	Iteration 10Q: 3 clusters Score -182969.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -182983.625000 Penalty: 776.275879
	Iteration 11Q: 3 clusters Score -182983.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -182994.765625 Penalty: 776.275879
	Iteration 12Q: 3 clusters Score -182994.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -183004.406250 Penalty: 776.275879
	Iteration 13Q: 3 clusters Score -183004.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -183009.734375 Penalty: 776.275879
	Iteration 14Q: 3 clusters Score -183009.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -183013.328125 Penalty: 776.275879
	Iteration 15Q: 3 clusters Score -183013.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -183015.640625 Penalty: 776.275879
	Iteration 16Q: 3 clusters Score -183015.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -183019.921875 Penalty: 776.275879
	Iteration 17Q: 3 clusters Score -183019.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -183023.640625 Penalty: 776.275879
	Iteration 18Q: 3 clusters Score -183023.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -183025.968750 Penalty: 776.275879
	Iteration 19Q: 3 clusters Score -183026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -183026.453125 Penalty: 776.275879
	Iteration 20F: 3 clusters Score -183026.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -183027.750000 Penalty: 776.275879
	Iteration 21Q: 3 clusters Score -183027.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -183029.515625 Penalty: 776.275879
	Iteration 22Q: 3 clusters Score -183029.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -183029.703125 Penalty: 776.275879
	Iteration 23Q: 3 clusters Score -183029.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -183030.343750 Penalty: 776.275879
	Iteration 24Q: 3 clusters Score -183030.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -183030.531250 Penalty: 776.275879
	Iteration 25Q: 3 clusters Score -183030.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -183030.953125 Penalty: 776.275879
	Iteration 26Q: 3 clusters Score -183031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -183030.953125 Penalty: 776.275879
	Iteration 27F: 3 clusters Score -183031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (22678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Entering Unmasked Estep 
Score: -848245.375000 Penalty: 456.326355
	Iteration 0F: 2 clusters Score -848245.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -833224.625000 Penalty: 912.652710
	Iteration 0F: 3 clusters Score -833224.6 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -839745.625000 Penalty: 912.652710
	Iteration 1F: 3 clusters Score -839745.6 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -840518.500000 Penalty: 912.652710
	Iteration 2F: 3 clusters Score -840518.5 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -841611.562500 Penalty: 912.652710
	Iteration 3F: 3 clusters Score -841611.6 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -842863.062500 Penalty: 912.652710
	Iteration 4F: 3 clusters Score -842863.1 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -843924.937500 Penalty: 912.652710
	Iteration 5F: 3 clusters Score -843924.9 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -844522.312500 Penalty: 912.652710
	Iteration 6Q: 3 clusters Score -844522.3 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -844790.937500 Penalty: 912.652710
	Iteration 7Q: 3 clusters Score -844790.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -844960.000000 Penalty: 912.652710
	Iteration 8Q: 3 clusters Score -844960 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -845104.187500 Penalty: 912.652710
	Iteration 9Q: 3 clusters Score -845104.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -845271.312500 Penalty: 912.652710
	Iteration 10Q: 3 clusters Score -845271.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -845509.500000 Penalty: 912.652710
	Iteration 11Q: 3 clusters Score -845509.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -845798.500000 Penalty: 912.652710
	Iteration 12Q: 3 clusters Score -845798.5 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -846156.625000 Penalty: 912.652710
	Iteration 13Q: 3 clusters Score -846156.6 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -846590.312500 Penalty: 912.652710
	Iteration 14Q: 3 clusters Score -846590.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -846997.812500 Penalty: 912.652710
	Iteration 15Q: 3 clusters Score -846997.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -847241.250000 Penalty: 912.652710
	Iteration 16Q: 3 clusters Score -847241.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -847382.312500 Penalty: 912.652710
	Iteration 17Q: 3 clusters Score -847382.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -847482.062500 Penalty: 912.652710
	Iteration 18Q: 3 clusters Score -847482.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -847539.937500 Penalty: 912.652710
	Iteration 19Q: 3 clusters Score -847539.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -847577.875000 Penalty: 912.652710
	Iteration 20F: 3 clusters Score -847577.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -847598.562500 Penalty: 912.652710
	Iteration 21Q: 3 clusters Score -847598.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -847618.562500 Penalty: 912.652710
	Iteration 22Q: 3 clusters Score -847618.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -847640.250000 Penalty: 912.652710
	Iteration 23Q: 3 clusters Score -847640.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -847656.125000 Penalty: 912.652710
	Iteration 24Q: 3 clusters Score -847656.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -847674.750000 Penalty: 912.652710
	Iteration 25Q: 3 clusters Score -847674.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -847684.625000 Penalty: 912.652710
	Iteration 26Q: 3 clusters Score -847684.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -847704.125000 Penalty: 912.652710
	Iteration 27Q: 3 clusters Score -847704.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -847724.062500 Penalty: 912.652710
	Iteration 28Q: 3 clusters Score -847724.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -847733.937500 Penalty: 912.652710
	Iteration 29Q: 3 clusters Score -847733.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -847740.062500 Penalty: 912.652710
	Iteration 30Q: 3 clusters Score -847740.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -847744.125000 Penalty: 912.652710
	Iteration 31Q: 3 clusters Score -847744.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -847755.312500 Penalty: 912.652710
	Iteration 32Q: 3 clusters Score -847755.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -847762.375000 Penalty: 912.652710
	Iteration 33Q: 3 clusters Score -847762.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -847766.750000 Penalty: 912.652710
	Iteration 34Q: 3 clusters Score -847766.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -847768.125000 Penalty: 912.652710
	Iteration 35Q: 3 clusters Score -847768.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -847770.375000 Penalty: 912.652710
	Iteration 36Q: 3 clusters Score -847770.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -847771.375000 Penalty: 912.652710
	Iteration 37Q: 3 clusters Score -847771.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -847770.562500 Penalty: 912.652710
	Iteration 38Q: 3 clusters Score -847770.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -847773.437500 Penalty: 912.652710
	Iteration 39Q: 3 clusters Score -847773.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -847776.437500 Penalty: 912.652710
	Iteration 40F: 3 clusters Score -847776.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -847776.687500 Penalty: 912.652710
	Iteration 41Q: 3 clusters Score -847776.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -847778.687500 Penalty: 912.652710
	Iteration 42Q: 3 clusters Score -847778.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -847781.375000 Penalty: 912.652710
	Iteration 43Q: 3 clusters Score -847781.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -847782.125000 Penalty: 912.652710
	Iteration 44Q: 3 clusters Score -847782.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -847782.562500 Penalty: 912.652710
	Iteration 45Q: 3 clusters Score -847782.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -847785.312500 Penalty: 912.652710
	Iteration 46Q: 3 clusters Score -847785.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -847786.875000 Penalty: 912.652710
	Iteration 47Q: 3 clusters Score -847786.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -847786.875000 Penalty: 912.652710
	Iteration 48Q: 3 clusters Score -847786.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -847785.937500 Penalty: 912.652710
	Iteration 49Q: 3 clusters Score -847785.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -847786.250000 Penalty: 912.652710
	Iteration 50Q: 3 clusters Score -847786.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -847786.250000 Penalty: 912.652710
	Iteration 51Q: 3 clusters Score -847786.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -847786.437500 Penalty: 912.652710
	Iteration 52Q: 3 clusters Score -847786.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -847787.312500 Penalty: 912.652710
	Iteration 53Q: 3 clusters Score -847787.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -847787.750000 Penalty: 912.652710
	Iteration 54Q: 3 clusters Score -847787.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -847788.437500 Penalty: 912.652710
	Iteration 55Q: 3 clusters Score -847788.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -847789.000000 Penalty: 912.652710
	Iteration 56Q: 3 clusters Score -847789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -847789.062500 Penalty: 912.652710
	Iteration 57Q: 3 clusters Score -847789.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -847789.062500 Penalty: 912.652710
	Iteration 58F: 3 clusters Score -847789.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 530813 members 
Mstep: Class 3 contains 7716 members 
Mstep: Class 5 contains 480997 members 
Mstep: Class 6 contains 849 members 
Mstep: Class 7 contains 7327 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 3269 members 
Mstep: Class 10 contains 5764 members 
Mstep: Class 11 contains 18915 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 7337 members 
Mstep: Class 14 contains 12210 members 
Mstep: Class 15 contains 1706 members 
Mstep: Class 16 contains 2210 members 
Mstep: Class 17 contains 106125 members 
Mstep: Class 18 contains 668 members 
Mstep: Class 19 contains 11520 members 
Mstep: Class 20 contains 2842 members 
Mstep: Class 21 contains 18340 members 
Mstep: Class 22 contains 14530 members 
Mstep: Class 23 contains 3336 members 
Mstep: Class 24 contains 3163 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 7524 members 
Mstep: Class 27 contains 65 members 
Mstep: Class 28 contains 34078 members 
Mstep: Class 29 contains 4645 members 
Mstep: Class 30 contains 1467 members 
Mstep: Class 31 contains 1016 members 
Mstep: Class 32 contains 12848 members 
Mstep: Class 33 contains 8253 members 
Mstep: Class 34 contains 1758 members 
Mstep: Class 35 contains 5067 members 
Mstep: Class 36 contains 22678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50361920.000000 Penalty: 26384.455078
Iteration 119Q: 42 clusters Score -5.036192e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 531660 members 
Mstep: Class 3 contains 7688 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 481196 members 
Mstep: Class 6 contains 855 members 
Mstep: Class 7 contains 7297 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 3242 members 
Mstep: Class 10 contains 5789 members 
Mstep: Class 11 contains 18842 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 7370 members 
Mstep: Class 14 contains 12211 members 
Mstep: Class 15 contains 1720 members 
Mstep: Class 16 contains 2190 members 
Mstep: Class 17 contains 106142 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 11548 members 
Mstep: Class 20 contains 2850 members 
Mstep: Class 21 contains 18485 members 
Mstep: Class 22 contains 14549 members 
Mstep: Class 23 contains 3357 members 
Mstep: Class 24 contains 3155 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 7544 members 
Mstep: Class 27 contains 66 members 
Mstep: Class 28 contains 33373 members 
Mstep: Class 29 contains 4689 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 1022 members 
Mstep: Class 32 contains 12868 members 
Mstep: Class 33 contains 8354 members 
Mstep: Class 34 contains 1762 members 
Mstep: Class 35 contains 4989 members 
Mstep: Class 36 contains 22675 members 
Mstep: Class 37 contains 10087 members 
Mstep: Class 38 contains 10202 members 
Mstep: Class 39 contains 2641 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 16692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50363704.000000 Penalty: 26384.455078
Iteration 120F: 42 clusters Score -5.03637e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 532065 members 
Mstep: Class 3 contains 7662 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 480910 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 7190 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 5880 members 
Mstep: Class 11 contains 18627 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 13 contains 7372 members 
Mstep: Class 14 contains 12185 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 2164 members 
Mstep: Class 17 contains 106008 members 
Mstep: Class 18 contains 795 members 
Mstep: Class 19 contains 11493 members 
Mstep: Class 20 contains 2857 members 
Mstep: Class 21 contains 18468 members 
Mstep: Class 22 contains 14550 members 
Mstep: Class 23 contains 3357 members 
Mstep: Class 24 contains 3163 members 
Mstep: Class 25 contains 830 members 
Mstep: Class 26 contains 7558 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 32561 members 
Mstep: Class 29 contains 4704 members 
Mstep: Class 30 contains 1562 members 
Mstep: Class 31 contains 1038 members 
Mstep: Class 32 contains 12866 members 
Mstep: Class 33 contains 8384 members 
Mstep: Class 34 contains 1758 members 
Mstep: Class 35 contains 4894 members 
Mstep: Class 36 contains 22627 members 
Mstep: Class 37 contains 10064 members 
Mstep: Class 38 contains 10364 members 
Mstep: Class 39 contains 3259 members 
Mstep: Class 40 contains 535 members 
Mstep: Class 41 contains 16982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50365024.000000 Penalty: 26384.455078
Iteration 121Q: 42 clusters Score -5.036502e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 532497 members 
Mstep: Class 3 contains 7651 members 
Mstep: Class 4 contains 735 members 
Mstep: Class 5 contains 480705 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 7107 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 3130 members 
Mstep: Class 10 contains 5965 members 
Mstep: Class 11 contains 18487 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 7376 members 
Mstep: Class 14 contains 12174 members 
Mstep: Class 15 contains 1735 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 105943 members 
Mstep: Class 18 contains 818 members 
Mstep: Class 19 contains 11432 members 
Mstep: Class 20 contains 2860 members 
Mstep: Class 21 contains 18440 members 
Mstep: Class 22 contains 14573 members 
Mstep: Class 23 contains 3358 members 
Mstep: Class 24 contains 3171 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 7591 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 31802 members 
Mstep: Class 29 contains 4725 members 
Mstep: Class 30 contains 1575 members 
Mstep: Class 31 contains 1041 members 
Mstep: Class 32 contains 12874 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 4814 members 
Mstep: Class 36 contains 22590 members 
Mstep: Class 37 contains 10051 members 
Mstep: Class 38 contains 10405 members 
Mstep: Class 39 contains 3765 members 
Mstep: Class 40 contains 547 members 
Mstep: Class 41 contains 17112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50365916.000000 Penalty: 26384.455078
Iteration 122Q: 42 clusters Score -5.036592e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 533008 members 
Mstep: Class 3 contains 7645 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 480534 members 
Mstep: Class 6 contains 857 members 
Mstep: Class 7 contains 7040 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 3102 members 
Mstep: Class 10 contains 6043 members 
Mstep: Class 11 contains 18378 members 
Mstep: Class 12 contains 2676 members 
Mstep: Class 13 contains 7368 members 
Mstep: Class 14 contains 12162 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 2145 members 
Mstep: Class 17 contains 105900 members 
Mstep: Class 18 contains 831 members 
Mstep: Class 19 contains 11377 members 
Mstep: Class 20 contains 2866 members 
Mstep: Class 21 contains 18412 members 
Mstep: Class 22 contains 14591 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 3181 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 7606 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 31086 members 
Mstep: Class 29 contains 4742 members 
Mstep: Class 30 contains 1583 members 
Mstep: Class 31 contains 1047 members 
Mstep: Class 32 contains 12874 members 
Mstep: Class 33 contains 8433 members 
Mstep: Class 34 contains 1752 members 
Mstep: Class 35 contains 4744 members 
Mstep: Class 36 contains 22553 members 
Mstep: Class 37 contains 10038 members 
Mstep: Class 38 contains 10415 members 
Mstep: Class 39 contains 4153 members 
Mstep: Class 40 contains 561 members 
Mstep: Class 41 contains 17198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 643.409607 but Gain 643.523438
Score: -50366680.000000 Penalty: 25740.931641
Iteration 123Q: 41 clusters Score -5.036668e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 533513 members 
Mstep: Class 3 contains 7631 members 
Mstep: Class 4 contains 827 members 
Mstep: Class 5 contains 480866 members 
Mstep: Class 6 contains 855 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 9 contains 3081 members 
Mstep: Class 10 contains 6112 members 
Mstep: Class 11 contains 18330 members 
Mstep: Class 12 contains 2762 members 
Mstep: Class 13 contains 7367 members 
Mstep: Class 14 contains 12153 members 
Mstep: Class 15 contains 1758 members 
Mstep: Class 16 contains 2135 members 
Mstep: Class 17 contains 105881 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 11316 members 
Mstep: Class 20 contains 2873 members 
Mstep: Class 21 contains 18322 members 
Mstep: Class 22 contains 14611 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 3190 members 
Mstep: Class 25 contains 809 members 
Mstep: Class 26 contains 7619 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 30453 members 
Mstep: Class 29 contains 4748 members 
Mstep: Class 30 contains 1591 members 
Mstep: Class 31 contains 1053 members 
Mstep: Class 32 contains 12871 members 
Mstep: Class 33 contains 8451 members 
Mstep: Class 34 contains 1747 members 
Mstep: Class 35 contains 4669 members 
Mstep: Class 36 contains 22537 members 
Mstep: Class 37 contains 10032 members 
Mstep: Class 38 contains 10412 members 
Mstep: Class 39 contains 4472 members 
Mstep: Class 40 contains 567 members 
Mstep: Class 41 contains 17267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50367580.000000 Penalty: 25740.931641
Iteration 124Q: 41 clusters Score -5.036758e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 534026 members 
Mstep: Class 3 contains 7605 members 
Mstep: Class 4 contains 887 members 
Mstep: Class 5 contains 480788 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 6931 members 
Mstep: Class 9 contains 3064 members 
Mstep: Class 10 contains 6150 members 
Mstep: Class 11 contains 18294 members 
Mstep: Class 12 contains 2841 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 12147 members 
Mstep: Class 15 contains 1770 members 
Mstep: Class 16 contains 2118 members 
Mstep: Class 17 contains 105809 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 2877 members 
Mstep: Class 21 contains 18239 members 
Mstep: Class 22 contains 14628 members 
Mstep: Class 23 contains 3381 members 
Mstep: Class 24 contains 3191 members 
Mstep: Class 25 contains 801 members 
Mstep: Class 26 contains 7629 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 29844 members 
Mstep: Class 29 contains 4738 members 
Mstep: Class 30 contains 1606 members 
Mstep: Class 31 contains 1061 members 
Mstep: Class 32 contains 12874 members 
Mstep: Class 33 contains 8475 members 
Mstep: Class 34 contains 1742 members 
Mstep: Class 35 contains 4608 members 
Mstep: Class 36 contains 22518 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 10407 members 
Mstep: Class 39 contains 4750 members 
Mstep: Class 40 contains 571 members 
Mstep: Class 41 contains 17324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50368232.000000 Penalty: 25740.931641
Iteration 125Q: 41 clusters Score -5.036823e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 534624 members 
Mstep: Class 3 contains 7568 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 480691 members 
Mstep: Class 6 contains 853 members 
Mstep: Class 7 contains 6881 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 6174 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 2904 members 
Mstep: Class 13 contains 7397 members 
Mstep: Class 14 contains 12126 members 
Mstep: Class 15 contains 1780 members 
Mstep: Class 16 contains 2102 members 
Mstep: Class 17 contains 105774 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 11197 members 
Mstep: Class 20 contains 2882 members 
Mstep: Class 21 contains 18166 members 
Mstep: Class 22 contains 14644 members 
Mstep: Class 23 contains 3386 members 
Mstep: Class 24 contains 3199 members 
Mstep: Class 25 contains 793 members 
Mstep: Class 26 contains 7629 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 29215 members 
Mstep: Class 29 contains 4729 members 
Mstep: Class 30 contains 1617 members 
Mstep: Class 31 contains 1068 members 
Mstep: Class 32 contains 12884 members 
Mstep: Class 33 contains 8489 members 
Mstep: Class 34 contains 1732 members 
Mstep: Class 35 contains 4562 members 
Mstep: Class 36 contains 22497 members 
Mstep: Class 37 contains 10038 members 
Mstep: Class 38 contains 10392 members 
Mstep: Class 39 contains 4981 members 
Mstep: Class 40 contains 578 members 
Mstep: Class 41 contains 17366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50368560.000000 Penalty: 25740.931641
Iteration 126Q: 41 clusters Score -5.036856e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 535209 members 
Mstep: Class 3 contains 7544 members 
Mstep: Class 4 contains 1014 members 
Mstep: Class 5 contains 480624 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 6844 members 
Mstep: Class 9 contains 3032 members 
Mstep: Class 10 contains 6210 members 
Mstep: Class 11 contains 18257 members 
Mstep: Class 12 contains 2973 members 
Mstep: Class 13 contains 7407 members 
Mstep: Class 14 contains 12088 members 
Mstep: Class 15 contains 1789 members 
Mstep: Class 16 contains 2093 members 
Mstep: Class 17 contains 105764 members 
Mstep: Class 18 contains 844 members 
Mstep: Class 19 contains 11155 members 
Mstep: Class 20 contains 2888 members 
Mstep: Class 21 contains 18089 members 
Mstep: Class 22 contains 14655 members 
Mstep: Class 23 contains 3392 members 
Mstep: Class 24 contains 3201 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 7635 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 28598 members 
Mstep: Class 29 contains 4729 members 
Mstep: Class 30 contains 1624 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 12885 members 
Mstep: Class 33 contains 8492 members 
Mstep: Class 34 contains 1722 members 
Mstep: Class 35 contains 4504 members 
Mstep: Class 36 contains 22461 members 
Mstep: Class 37 contains 10041 members 
Mstep: Class 38 contains 10383 members 
Mstep: Class 39 contains 5199 members 
Mstep: Class 40 contains 585 members 
Mstep: Class 41 contains 17388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50368884.000000 Penalty: 25740.931641
Iteration 127Q: 41 clusters Score -5.036888e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 535786 members 
Mstep: Class 3 contains 7530 members 
Mstep: Class 4 contains 1058 members 
Mstep: Class 5 contains 480541 members 
Mstep: Class 6 contains 857 members 
Mstep: Class 7 contains 6785 members 
Mstep: Class 9 contains 3021 members 
Mstep: Class 10 contains 6244 members 
Mstep: Class 11 contains 18232 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 7411 members 
Mstep: Class 14 contains 12060 members 
Mstep: Class 15 contains 1794 members 
Mstep: Class 16 contains 2106 members 
Mstep: Class 17 contains 105759 members 
Mstep: Class 18 contains 847 members 
Mstep: Class 19 contains 11108 members 
Mstep: Class 20 contains 2893 members 
Mstep: Class 21 contains 18008 members 
Mstep: Class 22 contains 14682 members 
Mstep: Class 23 contains 3394 members 
Mstep: Class 24 contains 3204 members 
Mstep: Class 25 contains 774 members 
Mstep: Class 26 contains 7645 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 28024 members 
Mstep: Class 29 contains 4727 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 1094 members 
Mstep: Class 32 contains 12893 members 
Mstep: Class 33 contains 8480 members 
Mstep: Class 34 contains 1721 members 
Mstep: Class 35 contains 4441 members 
Mstep: Class 36 contains 22421 members 
Mstep: Class 37 contains 10044 members 
Mstep: Class 38 contains 10363 members 
Mstep: Class 39 contains 5411 members 
Mstep: Class 40 contains 583 members 
Mstep: Class 41 contains 17413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50369260.000000 Penalty: 25740.931641
Iteration 128Q: 41 clusters Score -5.036926e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 536329 members 
Mstep: Class 3 contains 7522 members 
Mstep: Class 4 contains 1097 members 
Mstep: Class 5 contains 480459 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 6729 members 
Mstep: Class 9 contains 3005 members 
Mstep: Class 10 contains 6291 members 
Mstep: Class 11 contains 18232 members 
Mstep: Class 12 contains 3094 members 
Mstep: Class 13 contains 7433 members 
Mstep: Class 14 contains 12041 members 
Mstep: Class 15 contains 1796 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 105742 members 
Mstep: Class 18 contains 850 members 
Mstep: Class 19 contains 11070 members 
Mstep: Class 20 contains 2895 members 
Mstep: Class 21 contains 17938 members 
Mstep: Class 22 contains 14704 members 
Mstep: Class 23 contains 3400 members 
Mstep: Class 24 contains 3207 members 
Mstep: Class 25 contains 768 members 
Mstep: Class 26 contains 7657 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 27444 members 
Mstep: Class 29 contains 4718 members 
Mstep: Class 30 contains 1633 members 
Mstep: Class 31 contains 1104 members 
Mstep: Class 32 contains 12906 members 
Mstep: Class 33 contains 8477 members 
Mstep: Class 34 contains 1717 members 
Mstep: Class 35 contains 4395 members 
Mstep: Class 36 contains 22379 members 
Mstep: Class 37 contains 10043 members 
Mstep: Class 38 contains 10348 members 
Mstep: Class 39 contains 5600 members 
Mstep: Class 40 contains 585 members 
Mstep: Class 41 contains 17431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50369644.000000 Penalty: 25740.931641
Iteration 129Q: 41 clusters Score -5.036964e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 536860 members 
Mstep: Class 3 contains 7525 members 
Mstep: Class 4 contains 1123 members 
Mstep: Class 5 contains 480368 members 
Mstep: Class 6 contains 855 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 9 contains 2996 members 
Mstep: Class 10 contains 6346 members 
Mstep: Class 11 contains 18245 members 
Mstep: Class 12 contains 3139 members 
Mstep: Class 13 contains 7452 members 
Mstep: Class 14 contains 12021 members 
Mstep: Class 15 contains 1801 members 
Mstep: Class 16 contains 2126 members 
Mstep: Class 17 contains 105743 members 
Mstep: Class 18 contains 851 members 
Mstep: Class 19 contains 11048 members 
Mstep: Class 20 contains 2899 members 
Mstep: Class 21 contains 17883 members 
Mstep: Class 22 contains 14720 members 
Mstep: Class 23 contains 3413 members 
Mstep: Class 24 contains 3214 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 7655 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 26892 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 1637 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 12920 members 
Mstep: Class 33 contains 8464 members 
Mstep: Class 34 contains 1715 members 
Mstep: Class 35 contains 4355 members 
Mstep: Class 36 contains 22338 members 
Mstep: Class 37 contains 10042 members 
Mstep: Class 38 contains 10326 members 
Mstep: Class 39 contains 5749 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 17450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50369888.000000 Penalty: 25740.931641
Iteration 130Q: 41 clusters Score -5.036989e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 537418 members 
Mstep: Class 3 contains 7526 members 
Mstep: Class 4 contains 1150 members 
Mstep: Class 5 contains 480292 members 
Mstep: Class 6 contains 854 members 
Mstep: Class 7 contains 6608 members 
Mstep: Class 9 contains 2987 members 
Mstep: Class 10 contains 6391 members 
Mstep: Class 11 contains 18233 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 7449 members 
Mstep: Class 14 contains 12001 members 
Mstep: Class 15 contains 1811 members 
Mstep: Class 16 contains 2131 members 
Mstep: Class 17 contains 105751 members 
Mstep: Class 18 contains 851 members 
Mstep: Class 19 contains 11031 members 
Mstep: Class 20 contains 2905 members 
Mstep: Class 21 contains 17858 members 
Mstep: Class 22 contains 14734 members 
Mstep: Class 23 contains 3425 members 
Mstep: Class 24 contains 3217 members 
Mstep: Class 25 contains 764 members 
Mstep: Class 26 contains 7660 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 26373 members 
Mstep: Class 29 contains 4697 members 
Mstep: Class 30 contains 1639 members 
Mstep: Class 31 contains 1115 members 
Mstep: Class 32 contains 12926 members 
Mstep: Class 33 contains 8461 members 
Mstep: Class 34 contains 1710 members 
Mstep: Class 35 contains 4330 members 
Mstep: Class 36 contains 22281 members 
Mstep: Class 37 contains 10044 members 
Mstep: Class 38 contains 10308 members 
Mstep: Class 39 contains 5850 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 17455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50370056.000000 Penalty: 25740.931641
Iteration 131Q: 41 clusters Score -5.037006e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 537882 members 
Mstep: Class 3 contains 7514 members 
Mstep: Class 4 contains 1173 members 
Mstep: Class 5 contains 480226 members 
Mstep: Class 6 contains 854 members 
Mstep: Class 7 contains 6564 members 
Mstep: Class 9 contains 2978 members 
Mstep: Class 10 contains 6432 members 
Mstep: Class 11 contains 18226 members 
Mstep: Class 12 contains 3203 members 
Mstep: Class 13 contains 7452 members 
Mstep: Class 14 contains 11972 members 
Mstep: Class 15 contains 1818 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 105743 members 
Mstep: Class 18 contains 851 members 
Mstep: Class 19 contains 11008 members 
Mstep: Class 20 contains 2908 members 
Mstep: Class 21 contains 17861 members 
Mstep: Class 22 contains 14741 members 
Mstep: Class 23 contains 3433 members 
Mstep: Class 24 contains 3230 members 
Mstep: Class 25 contains 761 members 
Mstep: Class 26 contains 7667 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 25936 members 
Mstep: Class 29 contains 4691 members 
Mstep: Class 30 contains 1641 members 
Mstep: Class 31 contains 1120 members 
Mstep: Class 32 contains 12940 members 
Mstep: Class 33 contains 8442 members 
Mstep: Class 34 contains 1707 members 
Mstep: Class 35 contains 4305 members 
Mstep: Class 36 contains 22251 members 
Mstep: Class 37 contains 10046 members 
Mstep: Class 38 contains 10306 members 
Mstep: Class 39 contains 5939 members 
Mstep: Class 40 contains 593 members 
Mstep: Class 41 contains 17461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50370236.000000 Penalty: 25740.931641
Iteration 132Q: 41 clusters Score -5.037024e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 538299 members 
Mstep: Class 3 contains 7497 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 480166 members 
Mstep: Class 6 contains 854 members 
Mstep: Class 7 contains 6512 members 
Mstep: Class 9 contains 2958 members 
Mstep: Class 10 contains 6480 members 
Mstep: Class 11 contains 18226 members 
Mstep: Class 12 contains 3220 members 
Mstep: Class 13 contains 7467 members 
Mstep: Class 14 contains 11955 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 2147 members 
Mstep: Class 17 contains 105731 members 
Mstep: Class 18 contains 851 members 
Mstep: Class 19 contains 10991 members 
Mstep: Class 20 contains 2909 members 
Mstep: Class 21 contains 17860 members 
Mstep: Class 22 contains 14749 members 
Mstep: Class 23 contains 3436 members 
Mstep: Class 24 contains 3252 members 
Mstep: Class 25 contains 761 members 
Mstep: Class 26 contains 7675 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 25515 members 
Mstep: Class 29 contains 4675 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 1123 members 
Mstep: Class 32 contains 12950 members 
Mstep: Class 33 contains 8428 members 
Mstep: Class 34 contains 1705 members 
Mstep: Class 35 contains 4287 members 
Mstep: Class 36 contains 22231 members 
Mstep: Class 37 contains 10045 members 
Mstep: Class 38 contains 10301 members 
Mstep: Class 39 contains 6015 members 
Mstep: Class 40 contains 600 members 
Mstep: Class 41 contains 17470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50370444.000000 Penalty: 25740.931641
Iteration 133Q: 41 clusters Score -5.037044e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 538738 members 
Mstep: Class 3 contains 7481 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 480114 members 
Mstep: Class 6 contains 855 members 
Mstep: Class 7 contains 6465 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 6520 members 
Mstep: Class 11 contains 18228 members 
Mstep: Class 12 contains 3245 members 
Mstep: Class 13 contains 7483 members 
Mstep: Class 14 contains 11940 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 2157 members 
Mstep: Class 17 contains 105709 members 
Mstep: Class 18 contains 851 members 
Mstep: Class 19 contains 10960 members 
Mstep: Class 20 contains 2916 members 
Mstep: Class 21 contains 17847 members 
Mstep: Class 22 contains 14764 members 
Mstep: Class 23 contains 3442 members 
Mstep: Class 24 contains 3272 members 
Mstep: Class 25 contains 760 members 
Mstep: Class 26 contains 7683 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 25115 members 
Mstep: Class 29 contains 4671 members 
Mstep: Class 30 contains 1651 members 
Mstep: Class 31 contains 1122 members 
Mstep: Class 32 contains 12952 members 
Mstep: Class 33 contains 8401 members 
Mstep: Class 34 contains 1706 members 
Mstep: Class 35 contains 4269 members 
Mstep: Class 36 contains 22197 members 
Mstep: Class 37 contains 10043 members 
Mstep: Class 38 contains 10294 members 
Mstep: Class 39 contains 6091 members 
Mstep: Class 40 contains 601 members 
Mstep: Class 41 contains 17477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50370588.000000 Penalty: 25740.931641
Iteration 134Q: 41 clusters Score -5.037059e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 539186 members 
Mstep: Class 3 contains 7473 members 
Mstep: Class 4 contains 1236 members 
Mstep: Class 5 contains 480070 members 
Mstep: Class 6 contains 858 members 
Mstep: Class 7 contains 6405 members 
Mstep: Class 9 contains 2929 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 18225 members 
Mstep: Class 12 contains 3259 members 
Mstep: Class 13 contains 7495 members 
Mstep: Class 14 contains 11919 members 
Mstep: Class 15 contains 1844 members 
Mstep: Class 16 contains 2159 members 
Mstep: Class 17 contains 105696 members 
Mstep: Class 18 contains 852 members 
Mstep: Class 19 contains 10935 members 
Mstep: Class 20 contains 2914 members 
Mstep: Class 21 contains 17853 members 
Mstep: Class 22 contains 14767 members 
Mstep: Class 23 contains 3443 members 
Mstep: Class 24 contains 3284 members 
Mstep: Class 25 contains 760 members 
Mstep: Class 26 contains 7685 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 24675 members 
Mstep: Class 29 contains 4680 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 1120 members 
Mstep: Class 32 contains 12953 members 
Mstep: Class 33 contains 8378 members 
Mstep: Class 34 contains 1705 members 
Mstep: Class 35 contains 4255 members 
Mstep: Class 36 contains 22179 members 
Mstep: Class 37 contains 10041 members 
Mstep: Class 38 contains 10290 members 
Mstep: Class 39 contains 6162 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 17483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50370688.000000 Penalty: 25740.931641
Iteration 135Q: 41 clusters Score -5.037069e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 539615 members 
Mstep: Class 3 contains 7468 members 
Mstep: Class 4 contains 1249 members 
Mstep: Class 5 contains 480011 members 
Mstep: Class 6 contains 860 members 
Mstep: Class 7 contains 6342 members 
Mstep: Class 9 contains 2917 members 
Mstep: Class 10 contains 6611 members 
Mstep: Class 11 contains 18228 members 
Mstep: Class 12 contains 3271 members 
Mstep: Class 13 contains 7493 members 
Mstep: Class 14 contains 11912 members 
Mstep: Class 15 contains 1854 members 
Mstep: Class 16 contains 2160 members 
Mstep: Class 17 contains 105693 members 
Mstep: Class 18 contains 853 members 
Mstep: Class 19 contains 10905 members 
Mstep: Class 20 contains 2916 members 
Mstep: Class 21 contains 17878 members 
Mstep: Class 22 contains 14767 members 
Mstep: Class 23 contains 3437 members 
Mstep: Class 24 contains 3294 members 
Mstep: Class 25 contains 760 members 
Mstep: Class 26 contains 7687 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 24280 members 
Mstep: Class 29 contains 4689 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 1120 members 
Mstep: Class 32 contains 12953 members 
Mstep: Class 33 contains 8340 members 
Mstep: Class 34 contains 1703 members 
Mstep: Class 35 contains 4246 members 
Mstep: Class 36 contains 22162 members 
Mstep: Class 37 contains 10035 members 
Mstep: Class 38 contains 10308 members 
Mstep: Class 39 contains 6211 members 
Mstep: Class 40 contains 601 members 
Mstep: Class 41 contains 17498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50370784.000000 Penalty: 25740.931641
Iteration 136Q: 41 clusters Score -5.037078e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 540010 members 
Mstep: Class 3 contains 7464 members 
Mstep: Class 4 contains 1264 members 
Mstep: Class 5 contains 479958 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 6281 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 6638 members 
Mstep: Class 11 contains 18238 members 
Mstep: Class 12 contains 3280 members 
Mstep: Class 13 contains 7495 members 
Mstep: Class 14 contains 11905 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 2163 members 
Mstep: Class 17 contains 105679 members 
Mstep: Class 18 contains 853 members 
Mstep: Class 19 contains 10889 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 17898 members 
Mstep: Class 22 contains 14767 members 
Mstep: Class 23 contains 3431 members 
Mstep: Class 24 contains 3302 members 
Mstep: Class 25 contains 760 members 
Mstep: Class 26 contains 7691 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 23925 members 
Mstep: Class 29 contains 4705 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 1123 members 
Mstep: Class 32 contains 12960 members 
Mstep: Class 33 contains 8299 members 
Mstep: Class 34 contains 1702 members 
Mstep: Class 35 contains 4237 members 
Mstep: Class 36 contains 22142 members 
Mstep: Class 37 contains 10032 members 
Mstep: Class 38 contains 10319 members 
Mstep: Class 39 contains 6256 members 
Mstep: Class 40 contains 604 members 
Mstep: Class 41 contains 17504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50370924.000000 Penalty: 25740.931641
Iteration 137Q: 41 clusters Score -5.037092e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 540408 members 
Mstep: Class 3 contains 7458 members 
Mstep: Class 4 contains 1280 members 
Mstep: Class 5 contains 479902 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 6671 members 
Mstep: Class 11 contains 18241 members 
Mstep: Class 12 contains 3285 members 
Mstep: Class 13 contains 7502 members 
Mstep: Class 14 contains 11897 members 
Mstep: Class 15 contains 1873 members 
Mstep: Class 16 contains 2165 members 
Mstep: Class 17 contains 105673 members 
Mstep: Class 18 contains 853 members 
Mstep: Class 19 contains 10873 members 
Mstep: Class 20 contains 2914 members 
Mstep: Class 21 contains 17891 members 
Mstep: Class 22 contains 14773 members 
Mstep: Class 23 contains 3428 members 
Mstep: Class 24 contains 3313 members 
Mstep: Class 25 contains 764 members 
Mstep: Class 26 contains 7691 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 23570 members 
Mstep: Class 29 contains 4722 members 
Mstep: Class 30 contains 1663 members 
Mstep: Class 31 contains 1126 members 
Mstep: Class 32 contains 12975 members 
Mstep: Class 33 contains 8258 members 
Mstep: Class 34 contains 1698 members 
Mstep: Class 35 contains 4228 members 
Mstep: Class 36 contains 22120 members 
Mstep: Class 37 contains 10030 members 
Mstep: Class 38 contains 10325 members 
Mstep: Class 39 contains 6301 members 
Mstep: Class 40 contains 607 members 
Mstep: Class 41 contains 17508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50370912.000000 Penalty: 25740.931641
Iteration 138Q: 41 clusters Score -5.037091e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 540783 members 
Mstep: Class 3 contains 7451 members 
Mstep: Class 4 contains 1296 members 
Mstep: Class 5 contains 479864 members 
Mstep: Class 6 contains 867 members 
Mstep: Class 7 contains 6173 members 
Mstep: Class 9 contains 2902 members 
Mstep: Class 10 contains 6698 members 
Mstep: Class 11 contains 18249 members 
Mstep: Class 12 contains 3288 members 
Mstep: Class 13 contains 7516 members 
Mstep: Class 14 contains 11883 members 
Mstep: Class 15 contains 1878 members 
Mstep: Class 16 contains 2165 members 
Mstep: Class 17 contains 105662 members 
Mstep: Class 18 contains 853 members 
Mstep: Class 19 contains 10859 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 17897 members 
Mstep: Class 22 contains 14778 members 
Mstep: Class 23 contains 3426 members 
Mstep: Class 24 contains 3327 members 
Mstep: Class 25 contains 768 members 
Mstep: Class 26 contains 7693 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 23242 members 
Mstep: Class 29 contains 4752 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1125 members 
Mstep: Class 32 contains 12981 members 
Mstep: Class 33 contains 8199 members 
Mstep: Class 34 contains 1693 members 
Mstep: Class 35 contains 4224 members 
Mstep: Class 36 contains 22089 members 
Mstep: Class 37 contains 10028 members 
Mstep: Class 38 contains 10322 members 
Mstep: Class 39 contains 6342 members 
Mstep: Class 40 contains 613 members 
Mstep: Class 41 contains 17514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50371136.000000 Penalty: 25740.931641
Iteration 139Q: 41 clusters Score -5.037114e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 541133 members 
Mstep: Class 3 contains 7440 members 
Mstep: Class 4 contains 1325 members 
Mstep: Class 5 contains 479826 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 6090 members 
Mstep: Class 9 contains 2900 members 
Mstep: Class 10 contains 6733 members 
Mstep: Class 11 contains 18253 members 
Mstep: Class 12 contains 3292 members 
Mstep: Class 13 contains 7534 members 
Mstep: Class 14 contains 11877 members 
Mstep: Class 15 contains 1881 members 
Mstep: Class 16 contains 2161 members 
Mstep: Class 17 contains 105657 members 
Mstep: Class 18 contains 854 members 
Mstep: Class 19 contains 10848 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 17924 members 
Mstep: Class 22 contains 14780 members 
Mstep: Class 23 contains 3424 members 
Mstep: Class 24 contains 3336 members 
Mstep: Class 25 contains 768 members 
Mstep: Class 26 contains 7698 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 22913 members 
Mstep: Class 29 contains 4790 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1128 members 
Mstep: Class 32 contains 12987 members 
Mstep: Class 33 contains 8144 members 
Mstep: Class 34 contains 1685 members 
Mstep: Class 35 contains 4219 members 
Mstep: Class 36 contains 22058 members 
Mstep: Class 37 contains 10026 members 
Mstep: Class 38 contains 10312 members 
Mstep: Class 39 contains 6388 members 
Mstep: Class 40 contains 617 members 
Mstep: Class 41 contains 17516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50371308.000000 Penalty: 25740.931641
Iteration 140F: 41 clusters Score -5.037131e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 541408 members 
Mstep: Class 3 contains 7425 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 479800 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 9 contains 2895 members 
Mstep: Class 10 contains 6777 members 
Mstep: Class 11 contains 18250 members 
Mstep: Class 12 contains 3298 members 
Mstep: Class 13 contains 7545 members 
Mstep: Class 14 contains 11881 members 
Mstep: Class 15 contains 1882 members 
Mstep: Class 16 contains 2157 members 
Mstep: Class 17 contains 105646 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10845 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 17957 members 
Mstep: Class 22 contains 14779 members 
Mstep: Class 23 contains 3427 members 
Mstep: Class 24 contains 3344 members 
Mstep: Class 25 contains 767 members 
Mstep: Class 26 contains 7703 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 22629 members 
Mstep: Class 29 contains 4833 members 
Mstep: Class 30 contains 1666 members 
Mstep: Class 31 contains 1131 members 
Mstep: Class 32 contains 12996 members 
Mstep: Class 33 contains 8078 members 
Mstep: Class 34 contains 1677 members 
Mstep: Class 35 contains 4215 members 
Mstep: Class 36 contains 22032 members 
Mstep: Class 37 contains 10025 members 
Mstep: Class 38 contains 10308 members 
Mstep: Class 39 contains 6439 members 
Mstep: Class 40 contains 616 members 
Mstep: Class 41 contains 17520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50371568.000000 Penalty: 25740.931641
Iteration 141Q: 41 clusters Score -5.037157e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 541715 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 1390 members 
Mstep: Class 5 contains 479772 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 5921 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 6811 members 
Mstep: Class 11 contains 18249 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 7554 members 
Mstep: Class 14 contains 11888 members 
Mstep: Class 15 contains 1883 members 
Mstep: Class 16 contains 2161 members 
Mstep: Class 17 contains 105642 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10829 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17956 members 
Mstep: Class 22 contains 14774 members 
Mstep: Class 23 contains 3425 members 
Mstep: Class 24 contains 3359 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 7704 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 22357 members 
Mstep: Class 29 contains 4876 members 
Mstep: Class 30 contains 1667 members 
Mstep: Class 31 contains 1133 members 
Mstep: Class 32 contains 13004 members 
Mstep: Class 33 contains 8010 members 
Mstep: Class 34 contains 1672 members 
Mstep: Class 35 contains 4209 members 
Mstep: Class 36 contains 22014 members 
Mstep: Class 37 contains 10027 members 
Mstep: Class 38 contains 10300 members 
Mstep: Class 39 contains 6480 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 17531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50371620.000000 Penalty: 25740.931641
Iteration 142Q: 41 clusters Score -5.037162e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 542032 members 
Mstep: Class 3 contains 7393 members 
Mstep: Class 4 contains 1419 members 
Mstep: Class 5 contains 479752 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 5854 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 6851 members 
Mstep: Class 11 contains 18248 members 
Mstep: Class 12 contains 3308 members 
Mstep: Class 13 contains 7554 members 
Mstep: Class 14 contains 11885 members 
Mstep: Class 15 contains 1884 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 105642 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10820 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17970 members 
Mstep: Class 22 contains 14774 members 
Mstep: Class 23 contains 3425 members 
Mstep: Class 24 contains 3374 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 7705 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 22076 members 
Mstep: Class 29 contains 4909 members 
Mstep: Class 30 contains 1669 members 
Mstep: Class 31 contains 1137 members 
Mstep: Class 32 contains 13010 members 
Mstep: Class 33 contains 7949 members 
Mstep: Class 34 contains 1667 members 
Mstep: Class 35 contains 4204 members 
Mstep: Class 36 contains 21985 members 
Mstep: Class 37 contains 10028 members 
Mstep: Class 38 contains 10284 members 
Mstep: Class 39 contains 6507 members 
Mstep: Class 40 contains 616 members 
Mstep: Class 41 contains 17539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50371620.000000 Penalty: 25740.931641
Iteration 143Q: 41 clusters Score -5.037162e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 542360 members 
Mstep: Class 3 contains 7381 members 
Mstep: Class 4 contains 1449 members 
Mstep: Class 5 contains 479737 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 5784 members 
Mstep: Class 9 contains 2883 members 
Mstep: Class 10 contains 6877 members 
Mstep: Class 11 contains 18261 members 
Mstep: Class 12 contains 3311 members 
Mstep: Class 13 contains 7556 members 
Mstep: Class 14 contains 11876 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 17 contains 105631 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10809 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17985 members 
Mstep: Class 22 contains 14778 members 
Mstep: Class 23 contains 3420 members 
Mstep: Class 24 contains 3378 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 21808 members 
Mstep: Class 29 contains 4941 members 
Mstep: Class 30 contains 1669 members 
Mstep: Class 31 contains 1142 members 
Mstep: Class 32 contains 13016 members 
Mstep: Class 33 contains 7885 members 
Mstep: Class 34 contains 1664 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 21962 members 
Mstep: Class 37 contains 10028 members 
Mstep: Class 38 contains 10270 members 
Mstep: Class 39 contains 6530 members 
Mstep: Class 40 contains 616 members 
Mstep: Class 41 contains 17540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50371732.000000 Penalty: 25740.931641
Iteration 144Q: 41 clusters Score -5.037173e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 542663 members 
Mstep: Class 3 contains 7368 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 479736 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 5725 members 
Mstep: Class 9 contains 2884 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 18264 members 
Mstep: Class 12 contains 3314 members 
Mstep: Class 13 contains 7567 members 
Mstep: Class 14 contains 11865 members 
Mstep: Class 15 contains 1889 members 
Mstep: Class 16 contains 2184 members 
Mstep: Class 17 contains 105620 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10798 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17976 members 
Mstep: Class 22 contains 14779 members 
Mstep: Class 23 contains 3422 members 
Mstep: Class 24 contains 3380 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 21535 members 
Mstep: Class 29 contains 4978 members 
Mstep: Class 30 contains 1669 members 
Mstep: Class 31 contains 1148 members 
Mstep: Class 32 contains 13017 members 
Mstep: Class 33 contains 7826 members 
Mstep: Class 34 contains 1663 members 
Mstep: Class 35 contains 4199 members 
Mstep: Class 36 contains 21946 members 
Mstep: Class 37 contains 10029 members 
Mstep: Class 38 contains 10255 members 
Mstep: Class 39 contains 6566 members 
Mstep: Class 40 contains 616 members 
Mstep: Class 41 contains 17545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50371760.000000 Penalty: 25740.931641
Iteration 145Q: 41 clusters Score -5.037176e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 542974 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 1502 members 
Mstep: Class 5 contains 479744 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 5676 members 
Mstep: Class 9 contains 2877 members 
Mstep: Class 10 contains 6923 members 
Mstep: Class 11 contains 18260 members 
Mstep: Class 12 contains 3316 members 
Mstep: Class 13 contains 7573 members 
Mstep: Class 14 contains 11858 members 
Mstep: Class 15 contains 1892 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 105604 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10788 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 17986 members 
Mstep: Class 22 contains 14785 members 
Mstep: Class 23 contains 3426 members 
Mstep: Class 24 contains 3389 members 
Mstep: Class 25 contains 767 members 
Mstep: Class 26 contains 7708 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 21238 members 
Mstep: Class 29 contains 5017 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 13020 members 
Mstep: Class 33 contains 7756 members 
Mstep: Class 34 contains 1661 members 
Mstep: Class 35 contains 4196 members 
Mstep: Class 36 contains 21933 members 
Mstep: Class 37 contains 10029 members 
Mstep: Class 38 contains 10243 members 
Mstep: Class 39 contains 6596 members 
Mstep: Class 40 contains 617 members 
Mstep: Class 41 contains 17549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50371864.000000 Penalty: 25740.931641
Iteration 146Q: 41 clusters Score -5.037186e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 543244 members 
Mstep: Class 3 contains 7348 members 
Mstep: Class 4 contains 1528 members 
Mstep: Class 5 contains 479761 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 5630 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 3316 members 
Mstep: Class 13 contains 7579 members 
Mstep: Class 14 contains 11858 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 105585 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10784 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 17991 members 
Mstep: Class 22 contains 14788 members 
Mstep: Class 23 contains 3427 members 
Mstep: Class 24 contains 3409 members 
Mstep: Class 25 contains 768 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 20976 members 
Mstep: Class 29 contains 5034 members 
Mstep: Class 30 contains 1669 members 
Mstep: Class 31 contains 1155 members 
Mstep: Class 32 contains 13024 members 
Mstep: Class 33 contains 7702 members 
Mstep: Class 34 contains 1662 members 
Mstep: Class 35 contains 4195 members 
Mstep: Class 36 contains 21915 members 
Mstep: Class 37 contains 10029 members 
Mstep: Class 38 contains 10231 members 
Mstep: Class 39 contains 6625 members 
Mstep: Class 40 contains 619 members 
Mstep: Class 41 contains 17549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50371884.000000 Penalty: 25740.931641
Iteration 147Q: 41 clusters Score -5.037188e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 543485 members 
Mstep: Class 3 contains 7350 members 
Mstep: Class 4 contains 1545 members 
Mstep: Class 5 contains 479774 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 5598 members 
Mstep: Class 9 contains 2873 members 
Mstep: Class 10 contains 6970 members 
Mstep: Class 11 contains 18250 members 
Mstep: Class 12 contains 3317 members 
Mstep: Class 13 contains 7582 members 
Mstep: Class 14 contains 11855 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 105570 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10783 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 17979 members 
Mstep: Class 22 contains 14786 members 
Mstep: Class 23 contains 3427 members 
Mstep: Class 24 contains 3434 members 
Mstep: Class 25 contains 769 members 
Mstep: Class 26 contains 7710 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 20758 members 
Mstep: Class 29 contains 5045 members 
Mstep: Class 30 contains 1671 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 13024 members 
Mstep: Class 33 contains 7658 members 
Mstep: Class 34 contains 1660 members 
Mstep: Class 35 contains 4193 members 
Mstep: Class 36 contains 21897 members 
Mstep: Class 37 contains 10029 members 
Mstep: Class 38 contains 10216 members 
Mstep: Class 39 contains 6652 members 
Mstep: Class 40 contains 622 members 
Mstep: Class 41 contains 17551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372032.000000 Penalty: 25740.931641
Iteration 148Q: 41 clusters Score -5.037203e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 543706 members 
Mstep: Class 3 contains 7352 members 
Mstep: Class 4 contains 1562 members 
Mstep: Class 5 contains 479790 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 5553 members 
Mstep: Class 9 contains 2866 members 
Mstep: Class 10 contains 6986 members 
Mstep: Class 11 contains 18243 members 
Mstep: Class 12 contains 3318 members 
Mstep: Class 13 contains 7585 members 
Mstep: Class 14 contains 11850 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 105559 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10789 members 
Mstep: Class 20 contains 2916 members 
Mstep: Class 21 contains 17967 members 
Mstep: Class 22 contains 14789 members 
Mstep: Class 23 contains 3430 members 
Mstep: Class 24 contains 3455 members 
Mstep: Class 25 contains 770 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 20570 members 
Mstep: Class 29 contains 5070 members 
Mstep: Class 30 contains 1673 members 
Mstep: Class 31 contains 1156 members 
Mstep: Class 32 contains 13023 members 
Mstep: Class 33 contains 7620 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4190 members 
Mstep: Class 36 contains 21886 members 
Mstep: Class 37 contains 10030 members 
Mstep: Class 38 contains 10193 members 
Mstep: Class 39 contains 6670 members 
Mstep: Class 40 contains 625 members 
Mstep: Class 41 contains 17553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372008.000000 Penalty: 25740.931641
Iteration 149Q: 41 clusters Score -5.037201e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 543948 members 
Mstep: Class 3 contains 7351 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 479792 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 5507 members 
Mstep: Class 9 contains 2865 members 
Mstep: Class 10 contains 7000 members 
Mstep: Class 11 contains 18244 members 
Mstep: Class 12 contains 3318 members 
Mstep: Class 13 contains 7596 members 
Mstep: Class 14 contains 11842 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 2192 members 
Mstep: Class 17 contains 105547 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10793 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 17963 members 
Mstep: Class 22 contains 14791 members 
Mstep: Class 23 contains 3429 members 
Mstep: Class 24 contains 3467 members 
Mstep: Class 25 contains 770 members 
Mstep: Class 26 contains 7710 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 20347 members 
Mstep: Class 29 contains 5107 members 
Mstep: Class 30 contains 1673 members 
Mstep: Class 31 contains 1162 members 
Mstep: Class 32 contains 13026 members 
Mstep: Class 33 contains 7582 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4190 members 
Mstep: Class 36 contains 21876 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 10169 members 
Mstep: Class 39 contains 6690 members 
Mstep: Class 40 contains 627 members 
Mstep: Class 41 contains 17557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372120.000000 Penalty: 25740.931641
Iteration 150Q: 41 clusters Score -5.037212e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 544196 members 
Mstep: Class 3 contains 7348 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 479794 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 5475 members 
Mstep: Class 9 contains 2863 members 
Mstep: Class 10 contains 7011 members 
Mstep: Class 11 contains 18244 members 
Mstep: Class 12 contains 3318 members 
Mstep: Class 13 contains 7599 members 
Mstep: Class 14 contains 11831 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 2191 members 
Mstep: Class 17 contains 105542 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10797 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 17959 members 
Mstep: Class 22 contains 14792 members 
Mstep: Class 23 contains 3428 members 
Mstep: Class 24 contains 3482 members 
Mstep: Class 25 contains 770 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 20125 members 
Mstep: Class 29 contains 5131 members 
Mstep: Class 30 contains 1673 members 
Mstep: Class 31 contains 1162 members 
Mstep: Class 32 contains 13029 members 
Mstep: Class 33 contains 7549 members 
Mstep: Class 34 contains 1656 members 
Mstep: Class 35 contains 4188 members 
Mstep: Class 36 contains 21867 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 10155 members 
Mstep: Class 39 contains 6704 members 
Mstep: Class 40 contains 629 members 
Mstep: Class 41 contains 17557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372164.000000 Penalty: 25740.931641
Iteration 151Q: 41 clusters Score -5.037216e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 544441 members 
Mstep: Class 3 contains 7351 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 479794 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 5443 members 
Mstep: Class 9 contains 2864 members 
Mstep: Class 10 contains 7026 members 
Mstep: Class 11 contains 18243 members 
Mstep: Class 12 contains 3318 members 
Mstep: Class 13 contains 7602 members 
Mstep: Class 14 contains 11822 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 2190 members 
Mstep: Class 17 contains 105536 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10791 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 17957 members 
Mstep: Class 22 contains 14792 members 
Mstep: Class 23 contains 3423 members 
Mstep: Class 24 contains 3496 members 
Mstep: Class 25 contains 770 members 
Mstep: Class 26 contains 7709 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 19915 members 
Mstep: Class 29 contains 5138 members 
Mstep: Class 30 contains 1673 members 
Mstep: Class 31 contains 1162 members 
Mstep: Class 32 contains 13036 members 
Mstep: Class 33 contains 7531 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4188 members 
Mstep: Class 36 contains 21856 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 10139 members 
Mstep: Class 39 contains 6714 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 17560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372188.000000 Penalty: 25740.931641
Iteration 152Q: 41 clusters Score -5.037219e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 544664 members 
Mstep: Class 3 contains 7347 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 479788 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 5424 members 
Mstep: Class 9 contains 2863 members 
Mstep: Class 10 contains 7032 members 
Mstep: Class 11 contains 18233 members 
Mstep: Class 12 contains 3318 members 
Mstep: Class 13 contains 7607 members 
Mstep: Class 14 contains 11817 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 16 contains 2185 members 
Mstep: Class 17 contains 105526 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10785 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17954 members 
Mstep: Class 22 contains 14795 members 
Mstep: Class 23 contains 3420 members 
Mstep: Class 24 contains 3509 members 
Mstep: Class 25 contains 770 members 
Mstep: Class 26 contains 7709 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 19728 members 
Mstep: Class 29 contains 5155 members 
Mstep: Class 30 contains 1673 members 
Mstep: Class 31 contains 1162 members 
Mstep: Class 32 contains 13042 members 
Mstep: Class 33 contains 7518 members 
Mstep: Class 34 contains 1654 members 
Mstep: Class 35 contains 4188 members 
Mstep: Class 36 contains 21846 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 10129 members 
Mstep: Class 39 contains 6724 members 
Mstep: Class 40 contains 633 members 
Mstep: Class 41 contains 17561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372276.000000 Penalty: 25740.931641
Iteration 153Q: 41 clusters Score -5.037228e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 544859 members 
Mstep: Class 3 contains 7349 members 
Mstep: Class 4 contains 1604 members 
Mstep: Class 5 contains 479776 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 5398 members 
Mstep: Class 9 contains 2866 members 
Mstep: Class 10 contains 7053 members 
Mstep: Class 11 contains 18233 members 
Mstep: Class 12 contains 3318 members 
Mstep: Class 13 contains 7611 members 
Mstep: Class 14 contains 11811 members 
Mstep: Class 15 contains 1899 members 
Mstep: Class 16 contains 2181 members 
Mstep: Class 17 contains 105512 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10780 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17958 members 
Mstep: Class 22 contains 14797 members 
Mstep: Class 23 contains 3420 members 
Mstep: Class 24 contains 3510 members 
Mstep: Class 25 contains 770 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 19552 members 
Mstep: Class 29 contains 5174 members 
Mstep: Class 30 contains 1673 members 
Mstep: Class 31 contains 1162 members 
Mstep: Class 32 contains 13048 members 
Mstep: Class 33 contains 7500 members 
Mstep: Class 34 contains 1654 members 
Mstep: Class 35 contains 4187 members 
Mstep: Class 36 contains 21835 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 10118 members 
Mstep: Class 39 contains 6738 members 
Mstep: Class 40 contains 632 members 
Mstep: Class 41 contains 17562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372240.000000 Penalty: 25740.931641
Iteration 154Q: 41 clusters Score -5.037224e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 545061 members 
Mstep: Class 3 contains 7349 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 479776 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 5362 members 
Mstep: Class 9 contains 2863 members 
Mstep: Class 10 contains 7060 members 
Mstep: Class 11 contains 18219 members 
Mstep: Class 12 contains 3318 members 
Mstep: Class 13 contains 7606 members 
Mstep: Class 14 contains 11808 members 
Mstep: Class 15 contains 1898 members 
Mstep: Class 16 contains 2177 members 
Mstep: Class 17 contains 105504 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10779 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17967 members 
Mstep: Class 22 contains 14797 members 
Mstep: Class 23 contains 3420 members 
Mstep: Class 24 contains 3517 members 
Mstep: Class 25 contains 770 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 19395 members 
Mstep: Class 29 contains 5190 members 
Mstep: Class 30 contains 1673 members 
Mstep: Class 31 contains 1162 members 
Mstep: Class 32 contains 13052 members 
Mstep: Class 33 contains 7489 members 
Mstep: Class 34 contains 1656 members 
Mstep: Class 35 contains 4186 members 
Mstep: Class 36 contains 21827 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 10106 members 
Mstep: Class 39 contains 6756 members 
Mstep: Class 40 contains 632 members 
Mstep: Class 41 contains 17563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372356.000000 Penalty: 25740.931641
Iteration 155Q: 41 clusters Score -5.037236e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 545256 members 
Mstep: Class 3 contains 7347 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 479781 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 5323 members 
Mstep: Class 9 contains 2860 members 
Mstep: Class 10 contains 7057 members 
Mstep: Class 11 contains 18208 members 
Mstep: Class 12 contains 3318 members 
Mstep: Class 13 contains 7604 members 
Mstep: Class 14 contains 11803 members 
Mstep: Class 15 contains 1898 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 105492 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10774 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17979 members 
Mstep: Class 22 contains 14797 members 
Mstep: Class 23 contains 3422 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 770 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 19256 members 
Mstep: Class 29 contains 5205 members 
Mstep: Class 30 contains 1673 members 
Mstep: Class 31 contains 1162 members 
Mstep: Class 32 contains 13050 members 
Mstep: Class 33 contains 7480 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4187 members 
Mstep: Class 36 contains 21817 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 10100 members 
Mstep: Class 39 contains 6766 members 
Mstep: Class 40 contains 632 members 
Mstep: Class 41 contains 17564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372436.000000 Penalty: 25740.931641
Iteration 156Q: 41 clusters Score -5.037244e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 545452 members 
Mstep: Class 3 contains 7340 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 479780 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 5283 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 7067 members 
Mstep: Class 11 contains 18203 members 
Mstep: Class 12 contains 3318 members 
Mstep: Class 13 contains 7606 members 
Mstep: Class 14 contains 11796 members 
Mstep: Class 15 contains 1900 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 105482 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10768 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17982 members 
Mstep: Class 22 contains 14799 members 
Mstep: Class 23 contains 3425 members 
Mstep: Class 24 contains 3529 members 
Mstep: Class 25 contains 770 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 19105 members 
Mstep: Class 29 contains 5224 members 
Mstep: Class 30 contains 1672 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 13052 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4186 members 
Mstep: Class 36 contains 21809 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 10082 members 
Mstep: Class 39 contains 6773 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 17566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372492.000000 Penalty: 25740.931641
Iteration 157Q: 41 clusters Score -5.037249e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 545627 members 
Mstep: Class 3 contains 7332 members 
Mstep: Class 4 contains 1647 members 
Mstep: Class 5 contains 479775 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 5261 members 
Mstep: Class 9 contains 2859 members 
Mstep: Class 10 contains 7081 members 
Mstep: Class 11 contains 18193 members 
Mstep: Class 12 contains 3318 members 
Mstep: Class 13 contains 7606 members 
Mstep: Class 14 contains 11787 members 
Mstep: Class 15 contains 1902 members 
Mstep: Class 16 contains 2165 members 
Mstep: Class 17 contains 105479 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10765 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17983 members 
Mstep: Class 22 contains 14797 members 
Mstep: Class 23 contains 3429 members 
Mstep: Class 24 contains 3535 members 
Mstep: Class 25 contains 770 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 18949 members 
Mstep: Class 29 contains 5238 members 
Mstep: Class 30 contains 1671 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 13053 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4185 members 
Mstep: Class 36 contains 21803 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 10073 members 
Mstep: Class 39 contains 6782 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 17569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372560.000000 Penalty: 25740.931641
Iteration 158Q: 41 clusters Score -5.037256e+07 nChanged 409
Entering ConstructFrom: 
Score: -50372560.000000 Penalty: 25740.931641
Entering ConstructFrom: 
Trying to split cluster 1 (3964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Entering Unmasked Estep 
Score: -147715.734375 Penalty: 376.967896
	Iteration 0F: 2 clusters Score -147715.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -145024.625000 Penalty: 753.935791
	Iteration 0F: 3 clusters Score -145024.6 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -146135.343750 Penalty: 753.935791
	Iteration 1F: 3 clusters Score -146135.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -146439.203125 Penalty: 753.935791
	Iteration 2F: 3 clusters Score -146439.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -146701.718750 Penalty: 753.935791
	Iteration 3F: 3 clusters Score -146701.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -146881.609375 Penalty: 753.935791
	Iteration 4F: 3 clusters Score -146881.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -146990.703125 Penalty: 753.935791
	Iteration 5Q: 3 clusters Score -146990.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -147053.593750 Penalty: 753.935791
	Iteration 6Q: 3 clusters Score -147053.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -147108.843750 Penalty: 753.935791
	Iteration 7Q: 3 clusters Score -147108.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -147155.859375 Penalty: 753.935791
	Iteration 8Q: 3 clusters Score -147155.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -147194.906250 Penalty: 753.935791
	Iteration 9Q: 3 clusters Score -147194.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -147227.421875 Penalty: 753.935791
	Iteration 10Q: 3 clusters Score -147227.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -147248.546875 Penalty: 753.935791
	Iteration 11Q: 3 clusters Score -147248.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -147268.109375 Penalty: 753.935791
	Iteration 12Q: 3 clusters Score -147268.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -147286.265625 Penalty: 753.935791
	Iteration 13Q: 3 clusters Score -147286.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -147304.046875 Penalty: 753.935791
	Iteration 14Q: 3 clusters Score -147304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -147316.562500 Penalty: 753.935791
	Iteration 15Q: 3 clusters Score -147316.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -147328.218750 Penalty: 753.935791
	Iteration 16Q: 3 clusters Score -147328.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -147344.406250 Penalty: 753.935791
	Iteration 17Q: 3 clusters Score -147344.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -147360.281250 Penalty: 753.935791
	Iteration 18Q: 3 clusters Score -147360.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -147371.375000 Penalty: 753.935791
	Iteration 19Q: 3 clusters Score -147371.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -147381.984375 Penalty: 753.935791
	Iteration 20F: 3 clusters Score -147382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -147390.843750 Penalty: 753.935791
	Iteration 21Q: 3 clusters Score -147390.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -147399.812500 Penalty: 753.935791
	Iteration 22Q: 3 clusters Score -147399.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -147410.437500 Penalty: 753.935791
	Iteration 23Q: 3 clusters Score -147410.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -147422.484375 Penalty: 753.935791
	Iteration 24Q: 3 clusters Score -147422.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -147433.125000 Penalty: 753.935791
	Iteration 25Q: 3 clusters Score -147433.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -147440.500000 Penalty: 753.935791
	Iteration 26Q: 3 clusters Score -147440.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -147445.078125 Penalty: 753.935791
	Iteration 27Q: 3 clusters Score -147445.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -147447.703125 Penalty: 753.935791
	Iteration 28Q: 3 clusters Score -147447.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -147449.000000 Penalty: 753.935791
	Iteration 29Q: 3 clusters Score -147449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -147450.375000 Penalty: 753.935791
	Iteration 30Q: 3 clusters Score -147450.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -147450.890625 Penalty: 753.935791
	Iteration 31Q: 3 clusters Score -147450.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -147451.328125 Penalty: 753.935791
	Iteration 32Q: 3 clusters Score -147451.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -147451.921875 Penalty: 753.935791
	Iteration 33Q: 3 clusters Score -147451.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -147452.125000 Penalty: 753.935791
	Iteration 34Q: 3 clusters Score -147452.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -147452.953125 Penalty: 753.935791
	Iteration 35Q: 3 clusters Score -147453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -147453.390625 Penalty: 753.935791
	Iteration 36Q: 3 clusters Score -147453.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -147453.406250 Penalty: 753.935791
	Iteration 37Q: 3 clusters Score -147453.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -147453.406250 Penalty: 753.935791
	Iteration 38F: 3 clusters Score -147453.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (545789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545789 members 
Entering Unmasked Estep 
Score: -21105970.000000 Penalty: 601.054443
	Iteration 0F: 2 clusters Score -2.110597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272729 members 
Mstep: Class 2 contains 273060 members 
Entering Unmasked Estep 
Score: -20761912.000000 Penalty: 1202.108887
	Iteration 0F: 3 clusters Score -2.076191e+07 nChanged 270760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263747 members 
Mstep: Class 2 contains 282042 members 
Entering Unmasked Estep 
Score: -20931254.000000 Penalty: 1202.108887
	Iteration 1F: 3 clusters Score -2.093125e+07 nChanged 21064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260519 members 
Mstep: Class 2 contains 285270 members 
Entering Unmasked Estep 
Score: -20938078.000000 Penalty: 1202.108887
	Iteration 2Q: 3 clusters Score -2.093808e+07 nChanged 24591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255612 members 
Mstep: Class 2 contains 290177 members 
Entering Unmasked Estep 
Score: -20947972.000000 Penalty: 1202.108887
	Iteration 3Q: 3 clusters Score -2.094797e+07 nChanged 28080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247724 members 
Mstep: Class 2 contains 298065 members 
Entering Unmasked Estep 
Score: -20962302.000000 Penalty: 1202.108887
	Iteration 4F: 3 clusters Score -2.09623e+07 nChanged 31291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236101 members 
Mstep: Class 2 contains 309688 members 
Entering Unmasked Estep 
Score: -20981510.000000 Penalty: 1202.108887
	Iteration 5F: 3 clusters Score -2.098151e+07 nChanged 33646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223075 members 
Mstep: Class 2 contains 322714 members 
Entering Unmasked Estep 
Score: -21002984.000000 Penalty: 1202.108887
	Iteration 6F: 3 clusters Score -2.100298e+07 nChanged 32516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213193 members 
Mstep: Class 2 contains 332596 members 
Entering Unmasked Estep 
Score: -21021282.000000 Penalty: 1202.108887
	Iteration 7F: 3 clusters Score -2.102128e+07 nChanged 27397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208452 members 
Mstep: Class 2 contains 337337 members 
Entering Unmasked Estep 
Score: -21032874.000000 Penalty: 1202.108887
	Iteration 8F: 3 clusters Score -2.103287e+07 nChanged 18902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207882 members 
Mstep: Class 2 contains 337907 members 
Entering Unmasked Estep 
Score: -21037240.000000 Penalty: 1202.108887
	Iteration 9Q: 3 clusters Score -2.103724e+07 nChanged 11040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208994 members 
Mstep: Class 2 contains 336795 members 
Entering Unmasked Estep 
Score: -21038552.000000 Penalty: 1202.108887
	Iteration 10Q: 3 clusters Score -2.103855e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210525 members 
Mstep: Class 2 contains 335264 members 
Entering Unmasked Estep 
Score: -21039008.000000 Penalty: 1202.108887
	Iteration 11Q: 3 clusters Score -2.103901e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212115 members 
Mstep: Class 2 contains 333674 members 
Entering Unmasked Estep 
Score: -21039190.000000 Penalty: 1202.108887
	Iteration 12Q: 3 clusters Score -2.103919e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213678 members 
Mstep: Class 2 contains 332111 members 
Entering Unmasked Estep 
Score: -21039382.000000 Penalty: 1202.108887
	Iteration 13Q: 3 clusters Score -2.103938e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215224 members 
Mstep: Class 2 contains 330565 members 
Entering Unmasked Estep 
Score: -21039442.000000 Penalty: 1202.108887
	Iteration 14Q: 3 clusters Score -2.103944e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216850 members 
Mstep: Class 2 contains 328939 members 
Entering Unmasked Estep 
Score: -21039692.000000 Penalty: 1202.108887
	Iteration 15Q: 3 clusters Score -2.103969e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218499 members 
Mstep: Class 2 contains 327290 members 
Entering Unmasked Estep 
Score: -21039846.000000 Penalty: 1202.108887
	Iteration 16Q: 3 clusters Score -2.103985e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220223 members 
Mstep: Class 2 contains 325566 members 
Entering Unmasked Estep 
Score: -21039802.000000 Penalty: 1202.108887
	Iteration 17Q: 3 clusters Score -2.10398e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221784 members 
Mstep: Class 2 contains 324005 members 
Entering Unmasked Estep 
Score: -21039902.000000 Penalty: 1202.108887
	Iteration 18Q: 3 clusters Score -2.10399e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223220 members 
Mstep: Class 2 contains 322569 members 
Entering Unmasked Estep 
Score: -21040208.000000 Penalty: 1202.108887
	Iteration 19Q: 3 clusters Score -2.104021e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224528 members 
Mstep: Class 2 contains 321261 members 
Entering Unmasked Estep 
Score: -21040314.000000 Penalty: 1202.108887
	Iteration 20F: 3 clusters Score -2.104031e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225767 members 
Mstep: Class 2 contains 320022 members 
Entering Unmasked Estep 
Score: -21040586.000000 Penalty: 1202.108887
	Iteration 21Q: 3 clusters Score -2.104059e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227028 members 
Mstep: Class 2 contains 318761 members 
Entering Unmasked Estep 
Score: -21040736.000000 Penalty: 1202.108887
	Iteration 22Q: 3 clusters Score -2.104074e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228103 members 
Mstep: Class 2 contains 317686 members 
Entering Unmasked Estep 
Score: -21040982.000000 Penalty: 1202.108887
	Iteration 23Q: 3 clusters Score -2.104098e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229121 members 
Mstep: Class 2 contains 316668 members 
Entering Unmasked Estep 
Score: -21041388.000000 Penalty: 1202.108887
	Iteration 24Q: 3 clusters Score -2.104139e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230075 members 
Mstep: Class 2 contains 315714 members 
Entering Unmasked Estep 
Score: -21041574.000000 Penalty: 1202.108887
	Iteration 25Q: 3 clusters Score -2.104157e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230841 members 
Mstep: Class 2 contains 314948 members 
Entering Unmasked Estep 
Score: -21041816.000000 Penalty: 1202.108887
	Iteration 26Q: 3 clusters Score -2.104182e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231646 members 
Mstep: Class 2 contains 314143 members 
Entering Unmasked Estep 
Score: -21042030.000000 Penalty: 1202.108887
	Iteration 27Q: 3 clusters Score -2.104203e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232303 members 
Mstep: Class 2 contains 313486 members 
Entering Unmasked Estep 
Score: -21042298.000000 Penalty: 1202.108887
	Iteration 28Q: 3 clusters Score -2.10423e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232908 members 
Mstep: Class 2 contains 312881 members 
Entering Unmasked Estep 
Score: -21042588.000000 Penalty: 1202.108887
	Iteration 29Q: 3 clusters Score -2.104259e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233335 members 
Mstep: Class 2 contains 312454 members 
Entering Unmasked Estep 
Score: -21042690.000000 Penalty: 1202.108887
	Iteration 30Q: 3 clusters Score -2.104269e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233698 members 
Mstep: Class 2 contains 312091 members 
Entering Unmasked Estep 
Score: -21042986.000000 Penalty: 1202.108887
	Iteration 31Q: 3 clusters Score -2.104299e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233920 members 
Mstep: Class 2 contains 311869 members 
Entering Unmasked Estep 
Score: -21043256.000000 Penalty: 1202.108887
	Iteration 32Q: 3 clusters Score -2.104326e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234204 members 
Mstep: Class 2 contains 311585 members 
Entering Unmasked Estep 
Score: -21043440.000000 Penalty: 1202.108887
	Iteration 33Q: 3 clusters Score -2.104344e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234536 members 
Mstep: Class 2 contains 311253 members 
Entering Unmasked Estep 
Score: -21043630.000000 Penalty: 1202.108887
	Iteration 34Q: 3 clusters Score -2.104363e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234834 members 
Mstep: Class 2 contains 310955 members 
Entering Unmasked Estep 
Score: -21043660.000000 Penalty: 1202.108887
	Iteration 35Q: 3 clusters Score -2.104366e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235032 members 
Mstep: Class 2 contains 310757 members 
Entering Unmasked Estep 
Score: -21043822.000000 Penalty: 1202.108887
	Iteration 36Q: 3 clusters Score -2.104382e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235153 members 
Mstep: Class 2 contains 310636 members 
Entering Unmasked Estep 
Score: -21043936.000000 Penalty: 1202.108887
	Iteration 37Q: 3 clusters Score -2.104394e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235330 members 
Mstep: Class 2 contains 310459 members 
Entering Unmasked Estep 
Score: -21044116.000000 Penalty: 1202.108887
	Iteration 38Q: 3 clusters Score -2.104412e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235525 members 
Mstep: Class 2 contains 310264 members 
Entering Unmasked Estep 
Score: -21044224.000000 Penalty: 1202.108887
	Iteration 39Q: 3 clusters Score -2.104422e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235661 members 
Mstep: Class 2 contains 310128 members 
Entering Unmasked Estep 
Score: -21044256.000000 Penalty: 1202.108887
	Iteration 40F: 3 clusters Score -2.104426e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235730 members 
Mstep: Class 2 contains 310059 members 
Entering Unmasked Estep 
Score: -21044420.000000 Penalty: 1202.108887
	Iteration 41Q: 3 clusters Score -2.104442e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235773 members 
Mstep: Class 2 contains 310016 members 
Entering Unmasked Estep 
Score: -21044546.000000 Penalty: 1202.108887
	Iteration 42Q: 3 clusters Score -2.104455e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235855 members 
Mstep: Class 2 contains 309934 members 
Entering Unmasked Estep 
Score: -21044726.000000 Penalty: 1202.108887
	Iteration 43Q: 3 clusters Score -2.104473e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235918 members 
Mstep: Class 2 contains 309871 members 
Entering Unmasked Estep 
Score: -21044818.000000 Penalty: 1202.108887
	Iteration 44Q: 3 clusters Score -2.104482e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235953 members 
Mstep: Class 2 contains 309836 members 
Entering Unmasked Estep 
Score: -21044932.000000 Penalty: 1202.108887
	Iteration 45Q: 3 clusters Score -2.104493e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235981 members 
Mstep: Class 2 contains 309808 members 
Entering Unmasked Estep 
Score: -21045116.000000 Penalty: 1202.108887
	Iteration 46Q: 3 clusters Score -2.104512e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236025 members 
Mstep: Class 2 contains 309764 members 
Entering Unmasked Estep 
Score: -21045210.000000 Penalty: 1202.108887
	Iteration 47Q: 3 clusters Score -2.104521e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236025 members 
Mstep: Class 2 contains 309764 members 
Entering Unmasked Estep 
Score: -21045260.000000 Penalty: 1202.108887
	Iteration 48Q: 3 clusters Score -2.104526e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236051 members 
Mstep: Class 2 contains 309738 members 
Entering Unmasked Estep 
Score: -21045518.000000 Penalty: 1202.108887
	Iteration 49Q: 3 clusters Score -2.104552e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236059 members 
Mstep: Class 2 contains 309730 members 
Entering Unmasked Estep 
Score: -21045588.000000 Penalty: 1202.108887
	Iteration 50Q: 3 clusters Score -2.104559e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236098 members 
Mstep: Class 2 contains 309691 members 
Entering Unmasked Estep 
Score: -21045674.000000 Penalty: 1202.108887
	Iteration 51Q: 3 clusters Score -2.104567e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236048 members 
Mstep: Class 2 contains 309741 members 
Entering Unmasked Estep 
Score: -21045692.000000 Penalty: 1202.108887
	Iteration 52Q: 3 clusters Score -2.104569e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235921 members 
Mstep: Class 2 contains 309868 members 
Entering Unmasked Estep 
Score: -21045794.000000 Penalty: 1202.108887
	Iteration 53Q: 3 clusters Score -2.104579e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235778 members 
Mstep: Class 2 contains 310011 members 
Entering Unmasked Estep 
Score: -21045962.000000 Penalty: 1202.108887
	Iteration 54Q: 3 clusters Score -2.104596e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235627 members 
Mstep: Class 2 contains 310162 members 
Entering Unmasked Estep 
Score: -21046004.000000 Penalty: 1202.108887
	Iteration 55Q: 3 clusters Score -2.1046e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235530 members 
Mstep: Class 2 contains 310259 members 
Entering Unmasked Estep 
Score: -21046018.000000 Penalty: 1202.108887
	Iteration 56Q: 3 clusters Score -2.104602e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235418 members 
Mstep: Class 2 contains 310371 members 
Entering Unmasked Estep 
Score: -21046032.000000 Penalty: 1202.108887
	Iteration 57Q: 3 clusters Score -2.104603e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235284 members 
Mstep: Class 2 contains 310505 members 
Entering Unmasked Estep 
Score: -21046072.000000 Penalty: 1202.108887
	Iteration 58Q: 3 clusters Score -2.104607e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235207 members 
Mstep: Class 2 contains 310582 members 
Entering Unmasked Estep 
Score: -21046168.000000 Penalty: 1202.108887
	Iteration 59Q: 3 clusters Score -2.104617e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235071 members 
Mstep: Class 2 contains 310718 members 
Entering Unmasked Estep 
Score: -21046250.000000 Penalty: 1202.108887
	Iteration 60F: 3 clusters Score -2.104625e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234965 members 
Mstep: Class 2 contains 310824 members 
Entering Unmasked Estep 
Score: -21046386.000000 Penalty: 1202.108887
	Iteration 61Q: 3 clusters Score -2.104639e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234858 members 
Mstep: Class 2 contains 310931 members 
Entering Unmasked Estep 
Score: -21046498.000000 Penalty: 1202.108887
	Iteration 62Q: 3 clusters Score -2.10465e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234748 members 
Mstep: Class 2 contains 311041 members 
Entering Unmasked Estep 
Score: -21046534.000000 Penalty: 1202.108887
	Iteration 63Q: 3 clusters Score -2.104653e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234589 members 
Mstep: Class 2 contains 311200 members 
Entering Unmasked Estep 
Score: -21046584.000000 Penalty: 1202.108887
	Iteration 64Q: 3 clusters Score -2.104658e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234461 members 
Mstep: Class 2 contains 311328 members 
Entering Unmasked Estep 
Score: -21046690.000000 Penalty: 1202.108887
	Iteration 65Q: 3 clusters Score -2.104669e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234313 members 
Mstep: Class 2 contains 311476 members 
Entering Unmasked Estep 
Score: -21046708.000000 Penalty: 1202.108887
	Iteration 66Q: 3 clusters Score -2.104671e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234136 members 
Mstep: Class 2 contains 311653 members 
Entering Unmasked Estep 
Score: -21046746.000000 Penalty: 1202.108887
	Iteration 67Q: 3 clusters Score -2.104675e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233978 members 
Mstep: Class 2 contains 311811 members 
Entering Unmasked Estep 
Score: -21046766.000000 Penalty: 1202.108887
	Iteration 68Q: 3 clusters Score -2.104677e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233849 members 
Mstep: Class 2 contains 311940 members 
Entering Unmasked Estep 
Score: -21046876.000000 Penalty: 1202.108887
	Iteration 69Q: 3 clusters Score -2.104688e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233714 members 
Mstep: Class 2 contains 312075 members 
Entering Unmasked Estep 
Score: -21046984.000000 Penalty: 1202.108887
	Iteration 70Q: 3 clusters Score -2.104698e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233604 members 
Mstep: Class 2 contains 312185 members 
Entering Unmasked Estep 
Score: -21047050.000000 Penalty: 1202.108887
	Iteration 71Q: 3 clusters Score -2.104705e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233507 members 
Mstep: Class 2 contains 312282 members 
Entering Unmasked Estep 
Score: -21047140.000000 Penalty: 1202.108887
	Iteration 72Q: 3 clusters Score -2.104714e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233401 members 
Mstep: Class 2 contains 312388 members 
Entering Unmasked Estep 
Score: -21047180.000000 Penalty: 1202.108887
	Iteration 73Q: 3 clusters Score -2.104718e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233298 members 
Mstep: Class 2 contains 312491 members 
Entering Unmasked Estep 
Score: -21047244.000000 Penalty: 1202.108887
	Iteration 74Q: 3 clusters Score -2.104724e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233149 members 
Mstep: Class 2 contains 312640 members 
Entering Unmasked Estep 
Score: -21047318.000000 Penalty: 1202.108887
	Iteration 75Q: 3 clusters Score -2.104732e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233031 members 
Mstep: Class 2 contains 312758 members 
Entering Unmasked Estep 
Score: -21047296.000000 Penalty: 1202.108887
	Iteration 76Q: 3 clusters Score -2.10473e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232944 members 
Mstep: Class 2 contains 312845 members 
Entering Unmasked Estep 
Score: -21047374.000000 Penalty: 1202.108887
	Iteration 77Q: 3 clusters Score -2.104737e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232841 members 
Mstep: Class 2 contains 312948 members 
Entering Unmasked Estep 
Score: -21047370.000000 Penalty: 1202.108887
	Iteration 78Q: 3 clusters Score -2.104737e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232738 members 
Mstep: Class 2 contains 313051 members 
Entering Unmasked Estep 
Score: -21047366.000000 Penalty: 1202.108887
	Iteration 79Q: 3 clusters Score -2.104737e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232644 members 
Mstep: Class 2 contains 313145 members 
Entering Unmasked Estep 
Score: -21047378.000000 Penalty: 1202.108887
	Iteration 80F: 3 clusters Score -2.104738e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232530 members 
Mstep: Class 2 contains 313259 members 
Entering Unmasked Estep 
Score: -21047388.000000 Penalty: 1202.108887
	Iteration 81Q: 3 clusters Score -2.104739e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232394 members 
Mstep: Class 2 contains 313395 members 
Entering Unmasked Estep 
Score: -21047368.000000 Penalty: 1202.108887
	Iteration 82Q: 3 clusters Score -2.104737e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232235 members 
Mstep: Class 2 contains 313554 members 
Entering Unmasked Estep 
Score: -21047404.000000 Penalty: 1202.108887
	Iteration 83Q: 3 clusters Score -2.10474e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232117 members 
Mstep: Class 2 contains 313672 members 
Entering Unmasked Estep 
Score: -21047438.000000 Penalty: 1202.108887
	Iteration 84Q: 3 clusters Score -2.104744e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231991 members 
Mstep: Class 2 contains 313798 members 
Entering Unmasked Estep 
Score: -21047472.000000 Penalty: 1202.108887
	Iteration 85Q: 3 clusters Score -2.104747e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231871 members 
Mstep: Class 2 contains 313918 members 
Entering Unmasked Estep 
Score: -21047468.000000 Penalty: 1202.108887
	Iteration 86Q: 3 clusters Score -2.104747e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231773 members 
Mstep: Class 2 contains 314016 members 
Entering Unmasked Estep 
Score: -21047468.000000 Penalty: 1202.108887
	Iteration 87Q: 3 clusters Score -2.104747e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231652 members 
Mstep: Class 2 contains 314137 members 
Entering Unmasked Estep 
Score: -21047498.000000 Penalty: 1202.108887
	Iteration 88Q: 3 clusters Score -2.10475e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231543 members 
Mstep: Class 2 contains 314246 members 
Entering Unmasked Estep 
Score: -21047512.000000 Penalty: 1202.108887
	Iteration 89Q: 3 clusters Score -2.104751e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231433 members 
Mstep: Class 2 contains 314356 members 
Entering Unmasked Estep 
Score: -21047490.000000 Penalty: 1202.108887
	Iteration 90Q: 3 clusters Score -2.104749e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231334 members 
Mstep: Class 2 contains 314455 members 
Entering Unmasked Estep 
Score: -21047470.000000 Penalty: 1202.108887
	Iteration 91Q: 3 clusters Score -2.104747e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231258 members 
Mstep: Class 2 contains 314531 members 
Entering Unmasked Estep 
Score: -21047476.000000 Penalty: 1202.108887
	Iteration 92Q: 3 clusters Score -2.104748e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231163 members 
Mstep: Class 2 contains 314626 members 
Entering Unmasked Estep 
Score: -21047476.000000 Penalty: 1202.108887
	Iteration 93Q: 3 clusters Score -2.104748e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231111 members 
Mstep: Class 2 contains 314678 members 
Entering Unmasked Estep 
Score: -21047456.000000 Penalty: 1202.108887
	Iteration 94Q: 3 clusters Score -2.104746e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231053 members 
Mstep: Class 2 contains 314736 members 
Entering Unmasked Estep 
Score: -21047486.000000 Penalty: 1202.108887
	Iteration 95Q: 3 clusters Score -2.104749e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231004 members 
Mstep: Class 2 contains 314785 members 
Entering Unmasked Estep 
Score: -21047496.000000 Penalty: 1202.108887
	Iteration 96Q: 3 clusters Score -2.10475e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230959 members 
Mstep: Class 2 contains 314830 members 
Entering Unmasked Estep 
Score: -21047530.000000 Penalty: 1202.108887
	Iteration 97Q: 3 clusters Score -2.104753e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230902 members 
Mstep: Class 2 contains 314887 members 
Entering Unmasked Estep 
Score: -21047526.000000 Penalty: 1202.108887
	Iteration 98Q: 3 clusters Score -2.104753e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230855 members 
Mstep: Class 2 contains 314934 members 
Entering Unmasked Estep 
Score: -21047546.000000 Penalty: 1202.108887
	Iteration 99Q: 3 clusters Score -2.104755e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230826 members 
Mstep: Class 2 contains 314963 members 
Entering Unmasked Estep 
Score: -21047552.000000 Penalty: 1202.108887
	Iteration 100F: 3 clusters Score -2.104755e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230800 members 
Mstep: Class 2 contains 314989 members 
Entering Unmasked Estep 
Score: -21047554.000000 Penalty: 1202.108887
	Iteration 101Q: 3 clusters Score -2.104755e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230789 members 
Mstep: Class 2 contains 315000 members 
Entering Unmasked Estep 
Score: -21047532.000000 Penalty: 1202.108887
	Iteration 102Q: 3 clusters Score -2.104753e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230779 members 
Mstep: Class 2 contains 315010 members 
Entering Unmasked Estep 
Score: -21047554.000000 Penalty: 1202.108887
	Iteration 103Q: 3 clusters Score -2.104755e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230771 members 
Mstep: Class 2 contains 315018 members 
Entering Unmasked Estep 
Score: -21047536.000000 Penalty: 1202.108887
	Iteration 104Q: 3 clusters Score -2.104754e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230777 members 
Mstep: Class 2 contains 315012 members 
Entering Unmasked Estep 
Score: -21047536.000000 Penalty: 1202.108887
	Iteration 105Q: 3 clusters Score -2.104754e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230794 members 
Mstep: Class 2 contains 314995 members 
Entering Unmasked Estep 
Score: -21047538.000000 Penalty: 1202.108887
	Iteration 106Q: 3 clusters Score -2.104754e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230786 members 
Mstep: Class 2 contains 315003 members 
Entering Unmasked Estep 
Score: -21047508.000000 Penalty: 1202.108887
	Iteration 107Q: 3 clusters Score -2.104751e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230769 members 
Mstep: Class 2 contains 315020 members 
Entering Unmasked Estep 
Score: -21047518.000000 Penalty: 1202.108887
	Iteration 108Q: 3 clusters Score -2.104752e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230754 members 
Mstep: Class 2 contains 315035 members 
Entering Unmasked Estep 
Score: -21047512.000000 Penalty: 1202.108887
	Iteration 109Q: 3 clusters Score -2.104751e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230753 members 
Mstep: Class 2 contains 315036 members 
Entering Unmasked Estep 
Score: -21047516.000000 Penalty: 1202.108887
	Iteration 110Q: 3 clusters Score -2.104752e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230756 members 
Mstep: Class 2 contains 315033 members 
Entering Unmasked Estep 
Score: -21047502.000000 Penalty: 1202.108887
	Iteration 111Q: 3 clusters Score -2.10475e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230767 members 
Mstep: Class 2 contains 315022 members 
Entering Unmasked Estep 
Score: -21047526.000000 Penalty: 1202.108887
	Iteration 112Q: 3 clusters Score -2.104753e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230773 members 
Mstep: Class 2 contains 315016 members 
Entering Unmasked Estep 
Score: -21047542.000000 Penalty: 1202.108887
	Iteration 113Q: 3 clusters Score -2.104754e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230775 members 
Mstep: Class 2 contains 315014 members 
Entering Unmasked Estep 
Score: -21047562.000000 Penalty: 1202.108887
	Iteration 114Q: 3 clusters Score -2.104756e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230788 members 
Mstep: Class 2 contains 315001 members 
Entering Unmasked Estep 
Score: -21047554.000000 Penalty: 1202.108887
	Iteration 115Q: 3 clusters Score -2.104755e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230807 members 
Mstep: Class 2 contains 314982 members 
Entering Unmasked Estep 
Score: -21047546.000000 Penalty: 1202.108887
	Iteration 116Q: 3 clusters Score -2.104755e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230814 members 
Mstep: Class 2 contains 314975 members 
Entering Unmasked Estep 
Score: -21047550.000000 Penalty: 1202.108887
	Iteration 117Q: 3 clusters Score -2.104755e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230830 members 
Mstep: Class 2 contains 314959 members 
Entering Unmasked Estep 
Score: -21047544.000000 Penalty: 1202.108887
	Iteration 118Q: 3 clusters Score -2.104754e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230845 members 
Mstep: Class 2 contains 314944 members 
Entering Unmasked Estep 
Score: -21047546.000000 Penalty: 1202.108887
	Iteration 119Q: 3 clusters Score -2.104755e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230863 members 
Mstep: Class 2 contains 314926 members 
Entering Unmasked Estep 
Score: -21047534.000000 Penalty: 1202.108887
	Iteration 120F: 3 clusters Score -2.104753e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230890 members 
Mstep: Class 2 contains 314899 members 
Entering Unmasked Estep 
Score: -21047512.000000 Penalty: 1202.108887
	Iteration 121Q: 3 clusters Score -2.104751e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230896 members 
Mstep: Class 2 contains 314893 members 
Entering Unmasked Estep 
Score: -21047504.000000 Penalty: 1202.108887
	Iteration 122Q: 3 clusters Score -2.10475e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230911 members 
Mstep: Class 2 contains 314878 members 
Entering Unmasked Estep 
Score: -21047534.000000 Penalty: 1202.108887
	Iteration 123Q: 3 clusters Score -2.104753e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230930 members 
Mstep: Class 2 contains 314859 members 
Entering Unmasked Estep 
Score: -21047530.000000 Penalty: 1202.108887
	Iteration 124Q: 3 clusters Score -2.104753e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230952 members 
Mstep: Class 2 contains 314837 members 
Entering Unmasked Estep 
Score: -21047550.000000 Penalty: 1202.108887
	Iteration 125Q: 3 clusters Score -2.104755e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230965 members 
Mstep: Class 2 contains 314824 members 
Entering Unmasked Estep 
Score: -21047572.000000 Penalty: 1202.108887
	Iteration 126Q: 3 clusters Score -2.104757e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230983 members 
Mstep: Class 2 contains 314806 members 
Entering Unmasked Estep 
Score: -21047566.000000 Penalty: 1202.108887
	Iteration 127Q: 3 clusters Score -2.104757e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230983 members 
Mstep: Class 2 contains 314806 members 
Entering Unmasked Estep 
Score: -21047552.000000 Penalty: 1202.108887
	Iteration 128Q: 3 clusters Score -2.104755e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230974 members 
Mstep: Class 2 contains 314815 members 
Entering Unmasked Estep 
Score: -21047578.000000 Penalty: 1202.108887
	Iteration 129Q: 3 clusters Score -2.104758e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230957 members 
Mstep: Class 2 contains 314832 members 
Entering Unmasked Estep 
Score: -21047546.000000 Penalty: 1202.108887
	Iteration 130Q: 3 clusters Score -2.104755e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230938 members 
Mstep: Class 2 contains 314851 members 
Entering Unmasked Estep 
Score: -21047568.000000 Penalty: 1202.108887
	Iteration 131Q: 3 clusters Score -2.104757e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230923 members 
Mstep: Class 2 contains 314866 members 
Entering Unmasked Estep 
Score: -21047562.000000 Penalty: 1202.108887
	Iteration 132Q: 3 clusters Score -2.104756e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230922 members 
Mstep: Class 2 contains 314867 members 
Entering Unmasked Estep 
Score: -21047574.000000 Penalty: 1202.108887
	Iteration 133Q: 3 clusters Score -2.104757e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230919 members 
Mstep: Class 2 contains 314870 members 
Entering Unmasked Estep 
Score: -21047566.000000 Penalty: 1202.108887
	Iteration 134Q: 3 clusters Score -2.104757e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230924 members 
Mstep: Class 2 contains 314865 members 
Entering Unmasked Estep 
Score: -21047554.000000 Penalty: 1202.108887
	Iteration 135Q: 3 clusters Score -2.104755e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230922 members 
Mstep: Class 2 contains 314867 members 
Entering Unmasked Estep 
Score: -21047576.000000 Penalty: 1202.108887
	Iteration 136Q: 3 clusters Score -2.104758e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230923 members 
Mstep: Class 2 contains 314866 members 
Entering Unmasked Estep 
Score: -21047582.000000 Penalty: 1202.108887
	Iteration 137Q: 3 clusters Score -2.104758e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230932 members 
Mstep: Class 2 contains 314857 members 
Entering Unmasked Estep 
Score: -21047616.000000 Penalty: 1202.108887
	Iteration 138Q: 3 clusters Score -2.104762e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230924 members 
Mstep: Class 2 contains 314865 members 
Entering Unmasked Estep 
Score: -21047602.000000 Penalty: 1202.108887
	Iteration 139Q: 3 clusters Score -2.10476e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230915 members 
Mstep: Class 2 contains 314874 members 
Entering Unmasked Estep 
Score: -21047582.000000 Penalty: 1202.108887
	Iteration 140F: 3 clusters Score -2.104758e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230904 members 
Mstep: Class 2 contains 314885 members 
Entering Unmasked Estep 
Score: -21047574.000000 Penalty: 1202.108887
	Iteration 141Q: 3 clusters Score -2.104757e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230890 members 
Mstep: Class 2 contains 314899 members 
Entering Unmasked Estep 
Score: -21047578.000000 Penalty: 1202.108887
	Iteration 142Q: 3 clusters Score -2.104758e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230857 members 
Mstep: Class 2 contains 314932 members 
Entering Unmasked Estep 
Score: -21047622.000000 Penalty: 1202.108887
	Iteration 143Q: 3 clusters Score -2.104762e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230828 members 
Mstep: Class 2 contains 314961 members 
Entering Unmasked Estep 
Score: -21047662.000000 Penalty: 1202.108887
	Iteration 144Q: 3 clusters Score -2.104766e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230803 members 
Mstep: Class 2 contains 314986 members 
Entering Unmasked Estep 
Score: -21047656.000000 Penalty: 1202.108887
	Iteration 145Q: 3 clusters Score -2.104766e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230773 members 
Mstep: Class 2 contains 315016 members 
Entering Unmasked Estep 
Score: -21047652.000000 Penalty: 1202.108887
	Iteration 146Q: 3 clusters Score -2.104765e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230750 members 
Mstep: Class 2 contains 315039 members 
Entering Unmasked Estep 
Score: -21047690.000000 Penalty: 1202.108887
	Iteration 147Q: 3 clusters Score -2.104769e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230714 members 
Mstep: Class 2 contains 315075 members 
Entering Unmasked Estep 
Score: -21047692.000000 Penalty: 1202.108887
	Iteration 148Q: 3 clusters Score -2.104769e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230682 members 
Mstep: Class 2 contains 315107 members 
Entering Unmasked Estep 
Score: -21047716.000000 Penalty: 1202.108887
	Iteration 149Q: 3 clusters Score -2.104772e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230661 members 
Mstep: Class 2 contains 315128 members 
Entering Unmasked Estep 
Score: -21047728.000000 Penalty: 1202.108887
	Iteration 150Q: 3 clusters Score -2.104773e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230648 members 
Mstep: Class 2 contains 315141 members 
Entering Unmasked Estep 
Score: -21047754.000000 Penalty: 1202.108887
	Iteration 151Q: 3 clusters Score -2.104775e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230644 members 
Mstep: Class 2 contains 315145 members 
Entering Unmasked Estep 
Score: -21047734.000000 Penalty: 1202.108887
	Iteration 152Q: 3 clusters Score -2.104773e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230625 members 
Mstep: Class 2 contains 315164 members 
Entering Unmasked Estep 
Score: -21047774.000000 Penalty: 1202.108887
	Iteration 153Q: 3 clusters Score -2.104777e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230609 members 
Mstep: Class 2 contains 315180 members 
Entering Unmasked Estep 
Score: -21047756.000000 Penalty: 1202.108887
	Iteration 154Q: 3 clusters Score -2.104776e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230602 members 
Mstep: Class 2 contains 315187 members 
Entering Unmasked Estep 
Score: -21047762.000000 Penalty: 1202.108887
	Iteration 155Q: 3 clusters Score -2.104776e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230586 members 
Mstep: Class 2 contains 315203 members 
Entering Unmasked Estep 
Score: -21047762.000000 Penalty: 1202.108887
	Iteration 156Q: 3 clusters Score -2.104776e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230562 members 
Mstep: Class 2 contains 315227 members 
Entering Unmasked Estep 
Score: -21047780.000000 Penalty: 1202.108887
	Iteration 157Q: 3 clusters Score -2.104778e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230548 members 
Mstep: Class 2 contains 315241 members 
Entering Unmasked Estep 
Score: -21047796.000000 Penalty: 1202.108887
	Iteration 158Q: 3 clusters Score -2.10478e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230526 members 
Mstep: Class 2 contains 315263 members 
Entering Unmasked Estep 
Score: -21047820.000000 Penalty: 1202.108887
	Iteration 159Q: 3 clusters Score -2.104782e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230529 members 
Mstep: Class 2 contains 315260 members 
Entering Unmasked Estep 
Score: -21047846.000000 Penalty: 1202.108887
	Iteration 160F: 3 clusters Score -2.104785e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230524 members 
Mstep: Class 2 contains 315265 members 
Entering Unmasked Estep 
Score: -21047866.000000 Penalty: 1202.108887
	Iteration 161Q: 3 clusters Score -2.104787e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230528 members 
Mstep: Class 2 contains 315261 members 
Entering Unmasked Estep 
Score: -21047850.000000 Penalty: 1202.108887
	Iteration 162Q: 3 clusters Score -2.104785e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230528 members 
Mstep: Class 2 contains 315261 members 
Entering Unmasked Estep 
Score: -21047850.000000 Penalty: 1202.108887
	Iteration 163Q: 3 clusters Score -2.104785e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230523 members 
Mstep: Class 2 contains 315266 members 
Entering Unmasked Estep 
Score: -21047856.000000 Penalty: 1202.108887
	Iteration 164Q: 3 clusters Score -2.104786e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230527 members 
Mstep: Class 2 contains 315262 members 
Entering Unmasked Estep 
Score: -21047848.000000 Penalty: 1202.108887
	Iteration 165Q: 3 clusters Score -2.104785e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230521 members 
Mstep: Class 2 contains 315268 members 
Entering Unmasked Estep 
Score: -21047842.000000 Penalty: 1202.108887
	Iteration 166Q: 3 clusters Score -2.104784e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230524 members 
Mstep: Class 2 contains 315265 members 
Entering Unmasked Estep 
Score: -21047844.000000 Penalty: 1202.108887
	Iteration 167Q: 3 clusters Score -2.104784e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230531 members 
Mstep: Class 2 contains 315258 members 
Entering Unmasked Estep 
Score: -21047850.000000 Penalty: 1202.108887
	Iteration 168Q: 3 clusters Score -2.104785e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230540 members 
Mstep: Class 2 contains 315249 members 
Entering Unmasked Estep 
Score: -21047874.000000 Penalty: 1202.108887
	Iteration 169Q: 3 clusters Score -2.104787e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230553 members 
Mstep: Class 2 contains 315236 members 
Entering Unmasked Estep 
Score: -21047900.000000 Penalty: 1202.108887
	Iteration 170Q: 3 clusters Score -2.10479e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230560 members 
Mstep: Class 2 contains 315229 members 
Entering Unmasked Estep 
Score: -21047908.000000 Penalty: 1202.108887
	Iteration 171Q: 3 clusters Score -2.104791e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230574 members 
Mstep: Class 2 contains 315215 members 
Entering Unmasked Estep 
Score: -21047914.000000 Penalty: 1202.108887
	Iteration 172Q: 3 clusters Score -2.104791e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230579 members 
Mstep: Class 2 contains 315210 members 
Entering Unmasked Estep 
Score: -21047880.000000 Penalty: 1202.108887
	Iteration 173Q: 3 clusters Score -2.104788e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230574 members 
Mstep: Class 2 contains 315215 members 
Entering Unmasked Estep 
Score: -21047880.000000 Penalty: 1202.108887
	Iteration 174Q: 3 clusters Score -2.104788e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230565 members 
Mstep: Class 2 contains 315224 members 
Entering Unmasked Estep 
Score: -21047914.000000 Penalty: 1202.108887
	Iteration 175Q: 3 clusters Score -2.104791e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230553 members 
Mstep: Class 2 contains 315236 members 
Entering Unmasked Estep 
Score: -21047898.000000 Penalty: 1202.108887
	Iteration 176Q: 3 clusters Score -2.10479e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230548 members 
Mstep: Class 2 contains 315241 members 
Entering Unmasked Estep 
Score: -21047894.000000 Penalty: 1202.108887
	Iteration 177Q: 3 clusters Score -2.104789e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230542 members 
Mstep: Class 2 contains 315247 members 
Entering Unmasked Estep 
Score: -21047906.000000 Penalty: 1202.108887
	Iteration 178Q: 3 clusters Score -2.104791e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230541 members 
Mstep: Class 2 contains 315248 members 
Entering Unmasked Estep 
Score: -21047896.000000 Penalty: 1202.108887
	Iteration 179Q: 3 clusters Score -2.10479e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230542 members 
Mstep: Class 2 contains 315247 members 
Entering Unmasked Estep 
Score: -21047896.000000 Penalty: 1202.108887
	Iteration 180F: 3 clusters Score -2.10479e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230541 members 
Mstep: Class 2 contains 315248 members 
Entering Unmasked Estep 
Score: -21047904.000000 Penalty: 1202.108887
	Iteration 181Q: 3 clusters Score -2.10479e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230538 members 
Mstep: Class 2 contains 315251 members 
Entering Unmasked Estep 
Score: -21047894.000000 Penalty: 1202.108887
	Iteration 182Q: 3 clusters Score -2.104789e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230534 members 
Mstep: Class 2 contains 315255 members 
Entering Unmasked Estep 
Score: -21047900.000000 Penalty: 1202.108887
	Iteration 183Q: 3 clusters Score -2.10479e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230536 members 
Mstep: Class 2 contains 315253 members 
Entering Unmasked Estep 
Score: -21047908.000000 Penalty: 1202.108887
	Iteration 184Q: 3 clusters Score -2.104791e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230541 members 
Mstep: Class 2 contains 315248 members 
Entering Unmasked Estep 
Score: -21047912.000000 Penalty: 1202.108887
	Iteration 185Q: 3 clusters Score -2.104791e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230541 members 
Mstep: Class 2 contains 315248 members 
Entering Unmasked Estep 
Score: -21047904.000000 Penalty: 1202.108887
	Iteration 186Q: 3 clusters Score -2.10479e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230540 members 
Mstep: Class 2 contains 315249 members 
Entering Unmasked Estep 
Score: -21047900.000000 Penalty: 1202.108887
	Iteration 187Q: 3 clusters Score -2.10479e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230546 members 
Mstep: Class 2 contains 315243 members 
Entering Unmasked Estep 
Score: -21047894.000000 Penalty: 1202.108887
	Iteration 188Q: 3 clusters Score -2.104789e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230548 members 
Mstep: Class 2 contains 315241 members 
Entering Unmasked Estep 
Score: -21047900.000000 Penalty: 1202.108887
	Iteration 189Q: 3 clusters Score -2.10479e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230548 members 
Mstep: Class 2 contains 315241 members 
Entering Unmasked Estep 
Score: -21047906.000000 Penalty: 1202.108887
	Iteration 190Q: 3 clusters Score -2.104791e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230555 members 
Mstep: Class 2 contains 315234 members 
Entering Unmasked Estep 
Score: -21047910.000000 Penalty: 1202.108887
	Iteration 191Q: 3 clusters Score -2.104791e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230558 members 
Mstep: Class 2 contains 315231 members 
Entering Unmasked Estep 
Score: -21047920.000000 Penalty: 1202.108887
	Iteration 192Q: 3 clusters Score -2.104792e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230563 members 
Mstep: Class 2 contains 315226 members 
Entering Unmasked Estep 
Score: -21047896.000000 Penalty: 1202.108887
	Iteration 193Q: 3 clusters Score -2.10479e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230573 members 
Mstep: Class 2 contains 315216 members 
Entering Unmasked Estep 
Score: -21047916.000000 Penalty: 1202.108887
	Iteration 194Q: 3 clusters Score -2.104792e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230586 members 
Mstep: Class 2 contains 315203 members 
Entering Unmasked Estep 
Score: -21047918.000000 Penalty: 1202.108887
	Iteration 195Q: 3 clusters Score -2.104792e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230588 members 
Mstep: Class 2 contains 315201 members 
Entering Unmasked Estep 
Score: -21047916.000000 Penalty: 1202.108887
	Iteration 196Q: 3 clusters Score -2.104792e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230601 members 
Mstep: Class 2 contains 315188 members 
Entering Unmasked Estep 
Score: -21047924.000000 Penalty: 1202.108887
	Iteration 197Q: 3 clusters Score -2.104792e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230600 members 
Mstep: Class 2 contains 315189 members 
Entering Unmasked Estep 
Score: -21047924.000000 Penalty: 1202.108887
	Iteration 198Q: 3 clusters Score -2.104792e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230606 members 
Mstep: Class 2 contains 315183 members 
Entering Unmasked Estep 
Score: -21047930.000000 Penalty: 1202.108887
	Iteration 199Q: 3 clusters Score -2.104793e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230610 members 
Mstep: Class 2 contains 315179 members 
Entering Unmasked Estep 
Score: -21047952.000000 Penalty: 1202.108887
	Iteration 200F: 3 clusters Score -2.104795e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230615 members 
Mstep: Class 2 contains 315174 members 
Entering Unmasked Estep 
Score: -21047972.000000 Penalty: 1202.108887
	Iteration 201Q: 3 clusters Score -2.104797e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230621 members 
Mstep: Class 2 contains 315168 members 
Entering Unmasked Estep 
Score: -21047966.000000 Penalty: 1202.108887
	Iteration 202Q: 3 clusters Score -2.104797e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230616 members 
Mstep: Class 2 contains 315173 members 
Entering Unmasked Estep 
Score: -21047960.000000 Penalty: 1202.108887
	Iteration 203Q: 3 clusters Score -2.104796e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230613 members 
Mstep: Class 2 contains 315176 members 
Entering Unmasked Estep 
Score: -21047968.000000 Penalty: 1202.108887
	Iteration 204Q: 3 clusters Score -2.104797e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230606 members 
Mstep: Class 2 contains 315183 members 
Entering Unmasked Estep 
Score: -21047966.000000 Penalty: 1202.108887
	Iteration 205Q: 3 clusters Score -2.104797e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230604 members 
Mstep: Class 2 contains 315185 members 
Entering Unmasked Estep 
Score: -21047944.000000 Penalty: 1202.108887
	Iteration 206Q: 3 clusters Score -2.104794e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230595 members 
Mstep: Class 2 contains 315194 members 
Entering Unmasked Estep 
Score: -21047950.000000 Penalty: 1202.108887
	Iteration 207Q: 3 clusters Score -2.104795e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230591 members 
Mstep: Class 2 contains 315198 members 
Entering Unmasked Estep 
Score: -21047954.000000 Penalty: 1202.108887
	Iteration 208Q: 3 clusters Score -2.104795e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230581 members 
Mstep: Class 2 contains 315208 members 
Entering Unmasked Estep 
Score: -21047968.000000 Penalty: 1202.108887
	Iteration 209Q: 3 clusters Score -2.104797e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230568 members 
Mstep: Class 2 contains 315221 members 
Entering Unmasked Estep 
Score: -21047954.000000 Penalty: 1202.108887
	Iteration 210Q: 3 clusters Score -2.104795e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230556 members 
Mstep: Class 2 contains 315233 members 
Entering Unmasked Estep 
Score: -21047952.000000 Penalty: 1202.108887
	Iteration 211Q: 3 clusters Score -2.104795e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230541 members 
Mstep: Class 2 contains 315248 members 
Entering Unmasked Estep 
Score: -21047934.000000 Penalty: 1202.108887
	Iteration 212Q: 3 clusters Score -2.104793e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230533 members 
Mstep: Class 2 contains 315256 members 
Entering Unmasked Estep 
Score: -21047930.000000 Penalty: 1202.108887
	Iteration 213Q: 3 clusters Score -2.104793e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230523 members 
Mstep: Class 2 contains 315266 members 
Entering Unmasked Estep 
Score: -21047944.000000 Penalty: 1202.108887
	Iteration 214Q: 3 clusters Score -2.104794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230519 members 
Mstep: Class 2 contains 315270 members 
Entering Unmasked Estep 
Score: -21047944.000000 Penalty: 1202.108887
	Iteration 215Q: 3 clusters Score -2.104794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230511 members 
Mstep: Class 2 contains 315278 members 
Entering Unmasked Estep 
Score: -21047946.000000 Penalty: 1202.108887
	Iteration 216Q: 3 clusters Score -2.104795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230506 members 
Mstep: Class 2 contains 315283 members 
Entering Unmasked Estep 
Score: -21047960.000000 Penalty: 1202.108887
	Iteration 217Q: 3 clusters Score -2.104796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230510 members 
Mstep: Class 2 contains 315279 members 
Entering Unmasked Estep 
Score: -21047960.000000 Penalty: 1202.108887
	Iteration 218Q: 3 clusters Score -2.104796e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230501 members 
Mstep: Class 2 contains 315288 members 
Entering Unmasked Estep 
Score: -21047954.000000 Penalty: 1202.108887
	Iteration 219Q: 3 clusters Score -2.104795e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230495 members 
Mstep: Class 2 contains 315294 members 
Entering Unmasked Estep 
Score: -21047950.000000 Penalty: 1202.108887
	Iteration 220F: 3 clusters Score -2.104795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230490 members 
Mstep: Class 2 contains 315299 members 
Entering Unmasked Estep 
Score: -21047942.000000 Penalty: 1202.108887
	Iteration 221Q: 3 clusters Score -2.104794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230487 members 
Mstep: Class 2 contains 315302 members 
Entering Unmasked Estep 
Score: -21047934.000000 Penalty: 1202.108887
	Iteration 222Q: 3 clusters Score -2.104793e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230476 members 
Mstep: Class 2 contains 315313 members 
Entering Unmasked Estep 
Score: -21047936.000000 Penalty: 1202.108887
	Iteration 223Q: 3 clusters Score -2.104794e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230465 members 
Mstep: Class 2 contains 315324 members 
Entering Unmasked Estep 
Score: -21047938.000000 Penalty: 1202.108887
	Iteration 224Q: 3 clusters Score -2.104794e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230456 members 
Mstep: Class 2 contains 315333 members 
Entering Unmasked Estep 
Score: -21047950.000000 Penalty: 1202.108887
	Iteration 225Q: 3 clusters Score -2.104795e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230450 members 
Mstep: Class 2 contains 315339 members 
Entering Unmasked Estep 
Score: -21047942.000000 Penalty: 1202.108887
	Iteration 226Q: 3 clusters Score -2.104794e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230446 members 
Mstep: Class 2 contains 315343 members 
Entering Unmasked Estep 
Score: -21047940.000000 Penalty: 1202.108887
	Iteration 227Q: 3 clusters Score -2.104794e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230440 members 
Mstep: Class 2 contains 315349 members 
Entering Unmasked Estep 
Score: -21047952.000000 Penalty: 1202.108887
	Iteration 228Q: 3 clusters Score -2.104795e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230432 members 
Mstep: Class 2 contains 315357 members 
Entering Unmasked Estep 
Score: -21047952.000000 Penalty: 1202.108887
	Iteration 229Q: 3 clusters Score -2.104795e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230434 members 
Mstep: Class 2 contains 315355 members 
Entering Unmasked Estep 
Score: -21047946.000000 Penalty: 1202.108887
	Iteration 230Q: 3 clusters Score -2.104795e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230436 members 
Mstep: Class 2 contains 315353 members 
Entering Unmasked Estep 
Score: -21047950.000000 Penalty: 1202.108887
	Iteration 231Q: 3 clusters Score -2.104795e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230439 members 
Mstep: Class 2 contains 315350 members 
Entering Unmasked Estep 
Score: -21047946.000000 Penalty: 1202.108887
	Iteration 232Q: 3 clusters Score -2.104795e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230444 members 
Mstep: Class 2 contains 315345 members 
Entering Unmasked Estep 
Score: -21047954.000000 Penalty: 1202.108887
	Iteration 233Q: 3 clusters Score -2.104795e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230450 members 
Mstep: Class 2 contains 315339 members 
Entering Unmasked Estep 
Score: -21047966.000000 Penalty: 1202.108887
	Iteration 234Q: 3 clusters Score -2.104797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230453 members 
Mstep: Class 2 contains 315336 members 
Entering Unmasked Estep 
Score: -21047958.000000 Penalty: 1202.108887
	Iteration 235Q: 3 clusters Score -2.104796e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230455 members 
Mstep: Class 2 contains 315334 members 
Entering Unmasked Estep 
Score: -21047984.000000 Penalty: 1202.108887
	Iteration 236Q: 3 clusters Score -2.104798e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230450 members 
Mstep: Class 2 contains 315339 members 
Entering Unmasked Estep 
Score: -21047950.000000 Penalty: 1202.108887
	Iteration 237Q: 3 clusters Score -2.104795e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230443 members 
Mstep: Class 2 contains 315346 members 
Entering Unmasked Estep 
Score: -21047968.000000 Penalty: 1202.108887
	Iteration 238Q: 3 clusters Score -2.104797e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230429 members 
Mstep: Class 2 contains 315360 members 
Entering Unmasked Estep 
Score: -21047968.000000 Penalty: 1202.108887
	Iteration 239Q: 3 clusters Score -2.104797e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230414 members 
Mstep: Class 2 contains 315375 members 
Entering Unmasked Estep 
Score: -21047968.000000 Penalty: 1202.108887
	Iteration 240F: 3 clusters Score -2.104797e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230398 members 
Mstep: Class 2 contains 315391 members 
Entering Unmasked Estep 
Score: -21047966.000000 Penalty: 1202.108887
	Iteration 241Q: 3 clusters Score -2.104797e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230377 members 
Mstep: Class 2 contains 315412 members 
Entering Unmasked Estep 
Score: -21047986.000000 Penalty: 1202.108887
	Iteration 242Q: 3 clusters Score -2.104799e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230361 members 
Mstep: Class 2 contains 315428 members 
Entering Unmasked Estep 
Score: -21047986.000000 Penalty: 1202.108887
	Iteration 243Q: 3 clusters Score -2.104799e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230350 members 
Mstep: Class 2 contains 315439 members 
Entering Unmasked Estep 
Score: -21047980.000000 Penalty: 1202.108887
	Iteration 244Q: 3 clusters Score -2.104798e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230339 members 
Mstep: Class 2 contains 315450 members 
Entering Unmasked Estep 
Score: -21047992.000000 Penalty: 1202.108887
	Iteration 245Q: 3 clusters Score -2.104799e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230335 members 
Mstep: Class 2 contains 315454 members 
Entering Unmasked Estep 
Score: -21047988.000000 Penalty: 1202.108887
	Iteration 246Q: 3 clusters Score -2.104799e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230324 members 
Mstep: Class 2 contains 315465 members 
Entering Unmasked Estep 
Score: -21047994.000000 Penalty: 1202.108887
	Iteration 247Q: 3 clusters Score -2.104799e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230316 members 
Mstep: Class 2 contains 315473 members 
Entering Unmasked Estep 
Score: -21047994.000000 Penalty: 1202.108887
	Iteration 248Q: 3 clusters Score -2.104799e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230309 members 
Mstep: Class 2 contains 315480 members 
Entering Unmasked Estep 
Score: -21047994.000000 Penalty: 1202.108887
	Iteration 249Q: 3 clusters Score -2.104799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230310 members 
Mstep: Class 2 contains 315479 members 
Entering Unmasked Estep 
Score: -21047992.000000 Penalty: 1202.108887
	Iteration 250Q: 3 clusters Score -2.104799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230309 members 
Mstep: Class 2 contains 315480 members 
Entering Unmasked Estep 
Score: -21047988.000000 Penalty: 1202.108887
	Iteration 251Q: 3 clusters Score -2.104799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230310 members 
Mstep: Class 2 contains 315479 members 
Entering Unmasked Estep 
Score: -21048000.000000 Penalty: 1202.108887
	Iteration 252Q: 3 clusters Score -2.1048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230309 members 
Mstep: Class 2 contains 315480 members 
Entering Unmasked Estep 
Score: -21047990.000000 Penalty: 1202.108887
	Iteration 253Q: 3 clusters Score -2.104799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230309 members 
Mstep: Class 2 contains 315480 members 
Entering Unmasked Estep 
Score: -21048000.000000 Penalty: 1202.108887
	Iteration 254Q: 3 clusters Score -2.1048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230311 members 
Mstep: Class 2 contains 315478 members 
Entering Unmasked Estep 
Score: -21047988.000000 Penalty: 1202.108887
	Iteration 255Q: 3 clusters Score -2.104799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230312 members 
Mstep: Class 2 contains 315477 members 
Entering Unmasked Estep 
Score: -21047986.000000 Penalty: 1202.108887
	Iteration 256Q: 3 clusters Score -2.104799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230313 members 
Mstep: Class 2 contains 315476 members 
Entering Unmasked Estep 
Score: -21047998.000000 Penalty: 1202.108887
	Iteration 257Q: 3 clusters Score -2.1048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230309 members 
Mstep: Class 2 contains 315480 members 
Entering Unmasked Estep 
Score: -21047996.000000 Penalty: 1202.108887
	Iteration 258Q: 3 clusters Score -2.1048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230303 members 
Mstep: Class 2 contains 315486 members 
Entering Unmasked Estep 
Score: -21048004.000000 Penalty: 1202.108887
	Iteration 259Q: 3 clusters Score -2.1048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230295 members 
Mstep: Class 2 contains 315494 members 
Entering Unmasked Estep 
Score: -21047994.000000 Penalty: 1202.108887
	Iteration 260F: 3 clusters Score -2.104799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230290 members 
Mstep: Class 2 contains 315499 members 
Entering Unmasked Estep 
Score: -21047996.000000 Penalty: 1202.108887
	Iteration 261Q: 3 clusters Score -2.1048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230284 members 
Mstep: Class 2 contains 315505 members 
Entering Unmasked Estep 
Score: -21048004.000000 Penalty: 1202.108887
	Iteration 262Q: 3 clusters Score -2.1048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230277 members 
Mstep: Class 2 contains 315512 members 
Entering Unmasked Estep 
Score: -21048000.000000 Penalty: 1202.108887
	Iteration 263Q: 3 clusters Score -2.1048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230274 members 
Mstep: Class 2 contains 315515 members 
Entering Unmasked Estep 
Score: -21048008.000000 Penalty: 1202.108887
	Iteration 264Q: 3 clusters Score -2.104801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230275 members 
Mstep: Class 2 contains 315514 members 
Entering Unmasked Estep 
Score: -21048006.000000 Penalty: 1202.108887
	Iteration 265Q: 3 clusters Score -2.104801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230276 members 
Mstep: Class 2 contains 315513 members 
Entering Unmasked Estep 
Score: -21048010.000000 Penalty: 1202.108887
	Iteration 266Q: 3 clusters Score -2.104801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230277 members 
Mstep: Class 2 contains 315512 members 
Entering Unmasked Estep 
Score: -21048004.000000 Penalty: 1202.108887
	Iteration 267Q: 3 clusters Score -2.1048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230277 members 
Mstep: Class 2 contains 315512 members 
Entering Unmasked Estep 
Score: -21048004.000000 Penalty: 1202.108887
	Iteration 268F: 3 clusters Score -2.1048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Entering Unmasked Estep 
Score: -256532.968750 Penalty: 404.925323
	Iteration 0F: 2 clusters Score -256533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -251672.484375 Penalty: 809.850647
	Iteration 0F: 3 clusters Score -251672.5 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -253683.015625 Penalty: 809.850647
	Iteration 1F: 3 clusters Score -253683 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -254044.906250 Penalty: 809.850647
	Iteration 2F: 3 clusters Score -254044.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -254425.156250 Penalty: 809.850647
	Iteration 3F: 3 clusters Score -254425.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -254771.859375 Penalty: 809.850647
	Iteration 4F: 3 clusters Score -254771.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -255091.421875 Penalty: 809.850647
	Iteration 5F: 3 clusters Score -255091.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -255326.906250 Penalty: 809.850647
	Iteration 6Q: 3 clusters Score -255326.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -255516.531250 Penalty: 809.850647
	Iteration 7Q: 3 clusters Score -255516.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -255689.328125 Penalty: 809.850647
	Iteration 8Q: 3 clusters Score -255689.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -255831.015625 Penalty: 809.850647
	Iteration 9Q: 3 clusters Score -255831 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -255948.937500 Penalty: 809.850647
	Iteration 10Q: 3 clusters Score -255948.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -256037.281250 Penalty: 809.850647
	Iteration 11Q: 3 clusters Score -256037.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -256106.765625 Penalty: 809.850647
	Iteration 12Q: 3 clusters Score -256106.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -256145.578125 Penalty: 809.850647
	Iteration 13Q: 3 clusters Score -256145.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -256179.203125 Penalty: 809.850647
	Iteration 14Q: 3 clusters Score -256179.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -256195.875000 Penalty: 809.850647
	Iteration 15Q: 3 clusters Score -256195.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -256205.187500 Penalty: 809.850647
	Iteration 16Q: 3 clusters Score -256205.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -256210.062500 Penalty: 809.850647
	Iteration 17Q: 3 clusters Score -256210.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -256213.843750 Penalty: 809.850647
	Iteration 18Q: 3 clusters Score -256213.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -256215.734375 Penalty: 809.850647
	Iteration 19Q: 3 clusters Score -256215.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -256216.843750 Penalty: 809.850647
	Iteration 20F: 3 clusters Score -256216.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -256218.812500 Penalty: 809.850647
	Iteration 21Q: 3 clusters Score -256218.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -256221.484375 Penalty: 809.850647
	Iteration 22Q: 3 clusters Score -256221.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -256222.234375 Penalty: 809.850647
	Iteration 23Q: 3 clusters Score -256222.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -256224.796875 Penalty: 809.850647
	Iteration 24Q: 3 clusters Score -256224.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -256226.968750 Penalty: 809.850647
	Iteration 25Q: 3 clusters Score -256227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -256227.125000 Penalty: 809.850647
	Iteration 26Q: 3 clusters Score -256227.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -256227.125000 Penalty: 809.850647
	Iteration 27F: 3 clusters Score -256227.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Entering Unmasked Estep 
Score: -58972.085938 Penalty: 337.253296
	Iteration 0F: 2 clusters Score -58972.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -57765.300781 Penalty: 674.506592
	Iteration 0F: 3 clusters Score -57765.3 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -58129.683594 Penalty: 674.506592
	Iteration 1F: 3 clusters Score -58129.68 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -58219.769531 Penalty: 674.506592
	Iteration 2F: 3 clusters Score -58219.77 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -58271.019531 Penalty: 674.506592
	Iteration 3F: 3 clusters Score -58271.02 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -58305.332031 Penalty: 674.506592
	Iteration 4Q: 3 clusters Score -58305.33 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -58335.000000 Penalty: 674.506592
	Iteration 5Q: 3 clusters Score -58335 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -58368.039062 Penalty: 674.506592
	Iteration 6Q: 3 clusters Score -58368.04 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -58406.207031 Penalty: 674.506592
	Iteration 7Q: 3 clusters Score -58406.21 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -58441.488281 Penalty: 674.506592
	Iteration 8Q: 3 clusters Score -58441.49 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -58486.816406 Penalty: 674.506592
	Iteration 9Q: 3 clusters Score -58486.82 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58530.480469 Penalty: 674.506592
	Iteration 10Q: 3 clusters Score -58530.48 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -58563.824219 Penalty: 674.506592
	Iteration 11Q: 3 clusters Score -58563.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -58588.800781 Penalty: 674.506592
	Iteration 12Q: 3 clusters Score -58588.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -58617.601562 Penalty: 674.506592
	Iteration 13Q: 3 clusters Score -58617.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -58640.296875 Penalty: 674.506592
	Iteration 14Q: 3 clusters Score -58640.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -58652.832031 Penalty: 674.506592
	Iteration 15Q: 3 clusters Score -58652.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -58660.859375 Penalty: 674.506592
	Iteration 16Q: 3 clusters Score -58660.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -58668.195312 Penalty: 674.506592
	Iteration 17Q: 3 clusters Score -58668.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -58678.847656 Penalty: 674.506592
	Iteration 18Q: 3 clusters Score -58678.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -58679.949219 Penalty: 674.506592
	Iteration 19Q: 3 clusters Score -58679.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -58683.148438 Penalty: 674.506592
	Iteration 20F: 3 clusters Score -58683.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -58686.714844 Penalty: 674.506592
	Iteration 21Q: 3 clusters Score -58686.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -58691.140625 Penalty: 674.506592
	Iteration 22Q: 3 clusters Score -58691.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -58695.382812 Penalty: 674.506592
	Iteration 23Q: 3 clusters Score -58695.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -58699.167969 Penalty: 674.506592
	Iteration 24Q: 3 clusters Score -58699.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -58702.375000 Penalty: 674.506592
	Iteration 25Q: 3 clusters Score -58702.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -58704.886719 Penalty: 674.506592
	Iteration 26Q: 3 clusters Score -58704.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -58705.691406 Penalty: 674.506592
	Iteration 27Q: 3 clusters Score -58705.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -58705.691406 Penalty: 674.506592
	Iteration 28F: 3 clusters Score -58705.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (479774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479774 members 
Entering Unmasked Estep 
Score: -18402452.000000 Penalty: 595.188721
	Iteration 0F: 2 clusters Score -1.840245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240265 members 
Mstep: Class 2 contains 239509 members 
Entering Unmasked Estep 
Score: -18080628.000000 Penalty: 1190.377441
	Iteration 0F: 3 clusters Score -1.808063e+07 nChanged 237454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243895 members 
Mstep: Class 2 contains 235879 members 
Entering Unmasked Estep 
Score: -18230020.000000 Penalty: 1190.377441
	Iteration 1F: 3 clusters Score -1.823002e+07 nChanged 18486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244247 members 
Mstep: Class 2 contains 235527 members 
Entering Unmasked Estep 
Score: -18235934.000000 Penalty: 1190.377441
	Iteration 2Q: 3 clusters Score -1.823593e+07 nChanged 20120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246101 members 
Mstep: Class 2 contains 233673 members 
Entering Unmasked Estep 
Score: -18242938.000000 Penalty: 1190.377441
	Iteration 3Q: 3 clusters Score -1.824294e+07 nChanged 20858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250851 members 
Mstep: Class 2 contains 228923 members 
Entering Unmasked Estep 
Score: -18251314.000000 Penalty: 1190.377441
	Iteration 4Q: 3 clusters Score -1.825131e+07 nChanged 20828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259495 members 
Mstep: Class 2 contains 220279 members 
Entering Unmasked Estep 
Score: -18260358.000000 Penalty: 1190.377441
	Iteration 5Q: 3 clusters Score -1.826036e+07 nChanged 20968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272271 members 
Mstep: Class 2 contains 207503 members 
Entering Unmasked Estep 
Score: -18270866.000000 Penalty: 1190.377441
	Iteration 6Q: 3 clusters Score -1.827087e+07 nChanged 22328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289753 members 
Mstep: Class 2 contains 190021 members 
Entering Unmasked Estep 
Score: -18283238.000000 Penalty: 1190.377441
	Iteration 7Q: 3 clusters Score -1.828324e+07 nChanged 24465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311854 members 
Mstep: Class 2 contains 167920 members 
Entering Unmasked Estep 
Score: -18297202.000000 Penalty: 1190.377441
	Iteration 8F: 3 clusters Score -1.82972e+07 nChanged 26952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337986 members 
Mstep: Class 2 contains 141788 members 
Entering Unmasked Estep 
Score: -18313954.000000 Penalty: 1190.377441
	Iteration 9F: 3 clusters Score -1.831395e+07 nChanged 28903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366701 members 
Mstep: Class 2 contains 113073 members 
Entering Unmasked Estep 
Score: -18333082.000000 Penalty: 1190.377441
	Iteration 10F: 3 clusters Score -1.833308e+07 nChanged 29001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395674 members 
Mstep: Class 2 contains 84100 members 
Entering Unmasked Estep 
Score: -18352772.000000 Penalty: 1190.377441
	Iteration 11F: 3 clusters Score -1.835277e+07 nChanged 26044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421714 members 
Mstep: Class 2 contains 58060 members 
Entering Unmasked Estep 
Score: -18370662.000000 Penalty: 1190.377441
	Iteration 12F: 3 clusters Score -1.837066e+07 nChanged 20411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442119 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -18383698.000000 Penalty: 1190.377441
	Iteration 13Q: 3 clusters Score -1.83837e+07 nChanged 14101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456220 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -18391742.000000 Penalty: 1190.377441
	Iteration 14Q: 3 clusters Score -1.839174e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465236 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -18396334.000000 Penalty: 1190.377441
	Iteration 15Q: 3 clusters Score -1.839633e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470719 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -18398832.000000 Penalty: 1190.377441
	Iteration 16Q: 3 clusters Score -1.839883e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473932 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -18400050.000000 Penalty: 1190.377441
	Iteration 17Q: 3 clusters Score -1.840005e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475814 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -18400730.000000 Penalty: 1190.377441
	Iteration 18Q: 3 clusters Score -1.840073e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476936 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -18401054.000000 Penalty: 1190.377441
	Iteration 19Q: 3 clusters Score -1.840105e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477641 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -18401246.000000 Penalty: 1190.377441
	Iteration 20F: 3 clusters Score -1.840125e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478143 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -18401424.000000 Penalty: 1190.377441
	Iteration 21Q: 3 clusters Score -1.840142e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478470 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -18401582.000000 Penalty: 1190.377441
	Iteration 22Q: 3 clusters Score -1.840158e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478698 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -18401698.000000 Penalty: 1190.377441
	Iteration 23Q: 3 clusters Score -1.84017e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478852 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -18401744.000000 Penalty: 1190.377441
	Iteration 24Q: 3 clusters Score -1.840174e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478952 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -18401780.000000 Penalty: 1190.377441
	Iteration 25Q: 3 clusters Score -1.840178e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479025 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -18401834.000000 Penalty: 1190.377441
	Iteration 26Q: 3 clusters Score -1.840183e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479078 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -18401866.000000 Penalty: 1190.377441
	Iteration 27Q: 3 clusters Score -1.840187e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479118 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -18401878.000000 Penalty: 1190.377441
	Iteration 28Q: 3 clusters Score -1.840188e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479144 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -18401886.000000 Penalty: 1190.377441
	Iteration 29Q: 3 clusters Score -1.840189e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479162 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -18401916.000000 Penalty: 1190.377441
	Iteration 30Q: 3 clusters Score -1.840192e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479181 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -18401928.000000 Penalty: 1190.377441
	Iteration 31Q: 3 clusters Score -1.840193e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479193 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -18401918.000000 Penalty: 1190.377441
	Iteration 32Q: 3 clusters Score -1.840192e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479206 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -18401916.000000 Penalty: 1190.377441
	Iteration 33Q: 3 clusters Score -1.840192e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479219 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -18401928.000000 Penalty: 1190.377441
	Iteration 34Q: 3 clusters Score -1.840193e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479229 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -18401928.000000 Penalty: 1190.377441
	Iteration 35Q: 3 clusters Score -1.840193e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479240 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -18401928.000000 Penalty: 1190.377441
	Iteration 36Q: 3 clusters Score -1.840193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479251 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -18401928.000000 Penalty: 1190.377441
	Iteration 37Q: 3 clusters Score -1.840193e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479258 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -18401944.000000 Penalty: 1190.377441
	Iteration 38Q: 3 clusters Score -1.840194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479264 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -18401946.000000 Penalty: 1190.377441
	Iteration 39Q: 3 clusters Score -1.840195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479271 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -18401952.000000 Penalty: 1190.377441
	Iteration 40F: 3 clusters Score -1.840195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479275 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -18401952.000000 Penalty: 1190.377441
	Iteration 41Q: 3 clusters Score -1.840195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479279 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -18401952.000000 Penalty: 1190.377441
	Iteration 42Q: 3 clusters Score -1.840195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479282 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -18401946.000000 Penalty: 1190.377441
	Iteration 43Q: 3 clusters Score -1.840195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479287 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -18401958.000000 Penalty: 1190.377441
	Iteration 44Q: 3 clusters Score -1.840196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479289 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -18401962.000000 Penalty: 1190.377441
	Iteration 45Q: 3 clusters Score -1.840196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479289 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -18401954.000000 Penalty: 1190.377441
	Iteration 46Q: 3 clusters Score -1.840195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479290 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -18401956.000000 Penalty: 1190.377441
	Iteration 47Q: 3 clusters Score -1.840196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479290 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -18401956.000000 Penalty: 1190.377441
	Iteration 48F: 3 clusters Score -1.840196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Entering Unmasked Estep 
Score: -31614.060547 Penalty: 307.966431
	Iteration 0F: 2 clusters Score -31614.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -30913.193359 Penalty: 615.932861
	Iteration 0F: 3 clusters Score -30913.19 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -31138.380859 Penalty: 615.932861
	Iteration 1F: 3 clusters Score -31138.38 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -31202.392578 Penalty: 615.932861
	Iteration 2F: 3 clusters Score -31202.39 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -31247.890625 Penalty: 615.932861
	Iteration 3F: 3 clusters Score -31247.89 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -31275.525391 Penalty: 615.932861
	Iteration 4Q: 3 clusters Score -31275.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -31288.074219 Penalty: 615.932861
	Iteration 5Q: 3 clusters Score -31288.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -31299.855469 Penalty: 615.932861
	Iteration 6Q: 3 clusters Score -31299.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -31314.353516 Penalty: 615.932861
	Iteration 7Q: 3 clusters Score -31314.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -31327.244141 Penalty: 615.932861
	Iteration 8Q: 3 clusters Score -31327.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -31339.976562 Penalty: 615.932861
	Iteration 9Q: 3 clusters Score -31339.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -31350.875000 Penalty: 615.932861
	Iteration 10Q: 3 clusters Score -31350.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -31355.144531 Penalty: 615.932861
	Iteration 11Q: 3 clusters Score -31355.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -31357.673828 Penalty: 615.932861
	Iteration 12Q: 3 clusters Score -31357.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -31361.185547 Penalty: 615.932861
	Iteration 13Q: 3 clusters Score -31361.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -31371.496094 Penalty: 615.932861
	Iteration 14Q: 3 clusters Score -31371.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -31381.386719 Penalty: 615.932861
	Iteration 15Q: 3 clusters Score -31381.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -31386.451172 Penalty: 615.932861
	Iteration 16Q: 3 clusters Score -31386.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -31391.382812 Penalty: 615.932861
	Iteration 17Q: 3 clusters Score -31391.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -31395.603516 Penalty: 615.932861
	Iteration 18Q: 3 clusters Score -31395.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -31399.812500 Penalty: 615.932861
	Iteration 19Q: 3 clusters Score -31399.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -31403.453125 Penalty: 615.932861
	Iteration 20F: 3 clusters Score -31403.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -31406.220703 Penalty: 615.932861
	Iteration 21Q: 3 clusters Score -31406.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -31412.402344 Penalty: 615.932861
	Iteration 22Q: 3 clusters Score -31412.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -31418.048828 Penalty: 615.932861
	Iteration 23Q: 3 clusters Score -31418.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -31420.222656 Penalty: 615.932861
	Iteration 24Q: 3 clusters Score -31420.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -31420.222656 Penalty: 615.932861
	Iteration 25F: 3 clusters Score -31420.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Entering Unmasked Estep 
Score: -196987.703125 Penalty: 389.630768
	Iteration 0F: 2 clusters Score -196987.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -193474.468750 Penalty: 779.261536
	Iteration 0F: 3 clusters Score -193474.5 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -194997.546875 Penalty: 779.261536
	Iteration 1F: 3 clusters Score -194997.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -195306.156250 Penalty: 779.261536
	Iteration 2F: 3 clusters Score -195306.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -195649.718750 Penalty: 779.261536
	Iteration 3F: 3 clusters Score -195649.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -195966.953125 Penalty: 779.261536
	Iteration 4F: 3 clusters Score -195967 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -196176.140625 Penalty: 779.261536
	Iteration 5F: 3 clusters Score -196176.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -196308.640625 Penalty: 779.261536
	Iteration 6F: 3 clusters Score -196308.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -196389.984375 Penalty: 779.261536
	Iteration 7Q: 3 clusters Score -196390 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -196462.640625 Penalty: 779.261536
	Iteration 8Q: 3 clusters Score -196462.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -196526.843750 Penalty: 779.261536
	Iteration 9Q: 3 clusters Score -196526.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -196570.796875 Penalty: 779.261536
	Iteration 10Q: 3 clusters Score -196570.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -196609.046875 Penalty: 779.261536
	Iteration 11Q: 3 clusters Score -196609 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -196647.500000 Penalty: 779.261536
	Iteration 12Q: 3 clusters Score -196647.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -196687.390625 Penalty: 779.261536
	Iteration 13Q: 3 clusters Score -196687.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -196729.843750 Penalty: 779.261536
	Iteration 14Q: 3 clusters Score -196729.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -196759.234375 Penalty: 779.261536
	Iteration 15Q: 3 clusters Score -196759.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -196778.265625 Penalty: 779.261536
	Iteration 16Q: 3 clusters Score -196778.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -196789.421875 Penalty: 779.261536
	Iteration 17Q: 3 clusters Score -196789.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -196800.609375 Penalty: 779.261536
	Iteration 18Q: 3 clusters Score -196800.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -196806.281250 Penalty: 779.261536
	Iteration 19Q: 3 clusters Score -196806.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -196813.875000 Penalty: 779.261536
	Iteration 20F: 3 clusters Score -196813.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -196822.171875 Penalty: 779.261536
	Iteration 21Q: 3 clusters Score -196822.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -196828.484375 Penalty: 779.261536
	Iteration 22Q: 3 clusters Score -196828.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -196831.031250 Penalty: 779.261536
	Iteration 23Q: 3 clusters Score -196831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -196833.609375 Penalty: 779.261536
	Iteration 24Q: 3 clusters Score -196833.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -196835.062500 Penalty: 779.261536
	Iteration 25Q: 3 clusters Score -196835.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -196836.093750 Penalty: 779.261536
	Iteration 26Q: 3 clusters Score -196836.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -196837.656250 Penalty: 779.261536
	Iteration 27Q: 3 clusters Score -196837.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -196838.359375 Penalty: 779.261536
	Iteration 28Q: 3 clusters Score -196838.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -196839.218750 Penalty: 779.261536
	Iteration 29Q: 3 clusters Score -196839.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -196839.437500 Penalty: 779.261536
	Iteration 30Q: 3 clusters Score -196839.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -196840.046875 Penalty: 779.261536
	Iteration 31Q: 3 clusters Score -196840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -196839.921875 Penalty: 779.261536
	Iteration 32Q: 3 clusters Score -196839.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -196839.750000 Penalty: 779.261536
	Iteration 33Q: 3 clusters Score -196839.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -196839.750000 Penalty: 779.261536
	Iteration 34F: 3 clusters Score -196839.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Entering Unmasked Estep 
Score: -81172.804688 Penalty: 362.115265
	Iteration 0F: 2 clusters Score -81172.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -79148.085938 Penalty: 724.230530
	Iteration 0F: 3 clusters Score -79148.09 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -80080.367188 Penalty: 724.230530
	Iteration 1F: 3 clusters Score -80080.37 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -80252.984375 Penalty: 724.230530
	Iteration 2F: 3 clusters Score -80252.98 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -80413.593750 Penalty: 724.230530
	Iteration 3F: 3 clusters Score -80413.59 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -80575.515625 Penalty: 724.230530
	Iteration 4F: 3 clusters Score -80575.52 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -80694.304688 Penalty: 724.230530
	Iteration 5F: 3 clusters Score -80694.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -80763.859375 Penalty: 724.230530
	Iteration 6Q: 3 clusters Score -80763.86 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -80810.968750 Penalty: 724.230530
	Iteration 7Q: 3 clusters Score -80810.97 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -80852.515625 Penalty: 724.230530
	Iteration 8Q: 3 clusters Score -80852.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -80873.273438 Penalty: 724.230530
	Iteration 9Q: 3 clusters Score -80873.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -80884.320312 Penalty: 724.230530
	Iteration 10Q: 3 clusters Score -80884.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -80898.000000 Penalty: 724.230530
	Iteration 11Q: 3 clusters Score -80898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -80906.203125 Penalty: 724.230530
	Iteration 12Q: 3 clusters Score -80906.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -80910.742188 Penalty: 724.230530
	Iteration 13Q: 3 clusters Score -80910.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -80914.437500 Penalty: 724.230530
	Iteration 14Q: 3 clusters Score -80914.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -80916.171875 Penalty: 724.230530
	Iteration 15Q: 3 clusters Score -80916.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -80916.773438 Penalty: 724.230530
	Iteration 16Q: 3 clusters Score -80916.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -80917.304688 Penalty: 724.230530
	Iteration 17Q: 3 clusters Score -80917.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -80918.320312 Penalty: 724.230530
	Iteration 18Q: 3 clusters Score -80918.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -80918.843750 Penalty: 724.230530
	Iteration 19Q: 3 clusters Score -80918.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -80918.875000 Penalty: 724.230530
	Iteration 20F: 3 clusters Score -80918.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -80919.156250 Penalty: 724.230530
	Iteration 21Q: 3 clusters Score -80919.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -80919.156250 Penalty: 724.230530
	Iteration 22Q: 3 clusters Score -80919.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -80919.296875 Penalty: 724.230530
	Iteration 23Q: 3 clusters Score -80919.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -80919.742188 Penalty: 724.230530
	Iteration 24Q: 3 clusters Score -80919.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -80920.218750 Penalty: 724.230530
	Iteration 25Q: 3 clusters Score -80920.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -80921.359375 Penalty: 724.230530
	Iteration 26Q: 3 clusters Score -80921.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -80922.117188 Penalty: 724.230530
	Iteration 27Q: 3 clusters Score -80922.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -80922.867188 Penalty: 724.230530
	Iteration 28Q: 3 clusters Score -80922.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -80923.335938 Penalty: 724.230530
	Iteration 29Q: 3 clusters Score -80923.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -80924.046875 Penalty: 724.230530
	Iteration 30Q: 3 clusters Score -80924.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -80924.640625 Penalty: 724.230530
	Iteration 31Q: 3 clusters Score -80924.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -80925.101562 Penalty: 724.230530
	Iteration 32Q: 3 clusters Score -80925.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -80925.570312 Penalty: 724.230530
	Iteration 33Q: 3 clusters Score -80925.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -80926.335938 Penalty: 724.230530
	Iteration 34Q: 3 clusters Score -80926.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -80927.234375 Penalty: 724.230530
	Iteration 35Q: 3 clusters Score -80927.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -80928.304688 Penalty: 724.230530
	Iteration 36Q: 3 clusters Score -80928.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -80929.234375 Penalty: 724.230530
	Iteration 37Q: 3 clusters Score -80929.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -80930.609375 Penalty: 724.230530
	Iteration 38Q: 3 clusters Score -80930.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -80931.859375 Penalty: 724.230530
	Iteration 39Q: 3 clusters Score -80931.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -80932.289062 Penalty: 724.230530
	Iteration 40F: 3 clusters Score -80932.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -80932.812500 Penalty: 724.230530
	Iteration 41Q: 3 clusters Score -80932.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -80933.187500 Penalty: 724.230530
	Iteration 42Q: 3 clusters Score -80933.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -80933.593750 Penalty: 724.230530
	Iteration 43Q: 3 clusters Score -80933.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -80933.703125 Penalty: 724.230530
	Iteration 44Q: 3 clusters Score -80933.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -80933.843750 Penalty: 724.230530
	Iteration 45Q: 3 clusters Score -80933.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -80933.843750 Penalty: 724.230530
	Iteration 46F: 3 clusters Score -80933.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Entering Unmasked Estep 
Score: -266698.968750 Penalty: 403.416626
	Iteration 0F: 2 clusters Score -266699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -261881.390625 Penalty: 806.833252
	Iteration 0F: 3 clusters Score -261881.4 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -263855.093750 Penalty: 806.833252
	Iteration 1F: 3 clusters Score -263855.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -264211.593750 Penalty: 806.833252
	Iteration 2F: 3 clusters Score -264211.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -264672.000000 Penalty: 806.833252
	Iteration 3F: 3 clusters Score -264672 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -265162.593750 Penalty: 806.833252
	Iteration 4F: 3 clusters Score -265162.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -265533.468750 Penalty: 806.833252
	Iteration 5F: 3 clusters Score -265533.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -265736.906250 Penalty: 806.833252
	Iteration 6F: 3 clusters Score -265736.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -265831.281250 Penalty: 806.833252
	Iteration 7Q: 3 clusters Score -265831.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -265887.375000 Penalty: 806.833252
	Iteration 8Q: 3 clusters Score -265887.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -265925.281250 Penalty: 806.833252
	Iteration 9Q: 3 clusters Score -265925.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -265958.687500 Penalty: 806.833252
	Iteration 10Q: 3 clusters Score -265958.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -265994.937500 Penalty: 806.833252
	Iteration 11Q: 3 clusters Score -265994.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -266027.468750 Penalty: 806.833252
	Iteration 12Q: 3 clusters Score -266027.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -266064.093750 Penalty: 806.833252
	Iteration 13Q: 3 clusters Score -266064.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -266093.531250 Penalty: 806.833252
	Iteration 14Q: 3 clusters Score -266093.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -266120.750000 Penalty: 806.833252
	Iteration 15Q: 3 clusters Score -266120.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -266138.812500 Penalty: 806.833252
	Iteration 16Q: 3 clusters Score -266138.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -266150.437500 Penalty: 806.833252
	Iteration 17Q: 3 clusters Score -266150.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -266160.437500 Penalty: 806.833252
	Iteration 18Q: 3 clusters Score -266160.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -266171.250000 Penalty: 806.833252
	Iteration 19Q: 3 clusters Score -266171.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -266180.125000 Penalty: 806.833252
	Iteration 20F: 3 clusters Score -266180.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -266186.843750 Penalty: 806.833252
	Iteration 21Q: 3 clusters Score -266186.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -266192.218750 Penalty: 806.833252
	Iteration 22Q: 3 clusters Score -266192.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -266196.968750 Penalty: 806.833252
	Iteration 23Q: 3 clusters Score -266197 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -266201.031250 Penalty: 806.833252
	Iteration 24Q: 3 clusters Score -266201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -266204.218750 Penalty: 806.833252
	Iteration 25Q: 3 clusters Score -266204.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -266207.312500 Penalty: 806.833252
	Iteration 26Q: 3 clusters Score -266207.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -266210.062500 Penalty: 806.833252
	Iteration 27Q: 3 clusters Score -266210.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -266212.656250 Penalty: 806.833252
	Iteration 28Q: 3 clusters Score -266212.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -266214.750000 Penalty: 806.833252
	Iteration 29Q: 3 clusters Score -266214.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -266218.125000 Penalty: 806.833252
	Iteration 30Q: 3 clusters Score -266218.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -266220.687500 Penalty: 806.833252
	Iteration 31Q: 3 clusters Score -266220.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -266222.125000 Penalty: 806.833252
	Iteration 32Q: 3 clusters Score -266222.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -266223.468750 Penalty: 806.833252
	Iteration 33Q: 3 clusters Score -266223.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -266224.656250 Penalty: 806.833252
	Iteration 34Q: 3 clusters Score -266224.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -266225.187500 Penalty: 806.833252
	Iteration 35Q: 3 clusters Score -266225.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -266226.781250 Penalty: 806.833252
	Iteration 36Q: 3 clusters Score -266226.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -266227.468750 Penalty: 806.833252
	Iteration 37Q: 3 clusters Score -266227.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -266228.187500 Penalty: 806.833252
	Iteration 38Q: 3 clusters Score -266228.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -266228.750000 Penalty: 806.833252
	Iteration 39Q: 3 clusters Score -266228.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -266228.812500 Penalty: 806.833252
	Iteration 40F: 3 clusters Score -266228.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -266229.031250 Penalty: 806.833252
	Iteration 41Q: 3 clusters Score -266229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -266229.468750 Penalty: 806.833252
	Iteration 42Q: 3 clusters Score -266229.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -266229.593750 Penalty: 806.833252
	Iteration 43Q: 3 clusters Score -266229.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -266229.500000 Penalty: 806.833252
	Iteration 44Q: 3 clusters Score -266229.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -266229.687500 Penalty: 806.833252
	Iteration 45Q: 3 clusters Score -266229.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -266229.687500 Penalty: 806.833252
	Iteration 46F: 3 clusters Score -266229.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Entering Unmasked Estep 
Score: -636958.750000 Penalty: 446.270020
	Iteration 0F: 2 clusters Score -636958.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -624962.562500 Penalty: 892.540039
	Iteration 0F: 3 clusters Score -624962.6 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -630054.625000 Penalty: 892.540039
	Iteration 1F: 3 clusters Score -630054.6 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -630478.562500 Penalty: 892.540039
	Iteration 2F: 3 clusters Score -630478.6 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -630944.750000 Penalty: 892.540039
	Iteration 3F: 3 clusters Score -630944.8 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -631421.312500 Penalty: 892.540039
	Iteration 4F: 3 clusters Score -631421.3 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -631912.625000 Penalty: 892.540039
	Iteration 5F: 3 clusters Score -631912.6 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -632471.750000 Penalty: 892.540039
	Iteration 6Q: 3 clusters Score -632471.8 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -633071.312500 Penalty: 892.540039
	Iteration 7F: 3 clusters Score -633071.3 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -633685.125000 Penalty: 892.540039
	Iteration 8F: 3 clusters Score -633685.1 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -634271.562500 Penalty: 892.540039
	Iteration 9F: 3 clusters Score -634271.6 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -634783.062500 Penalty: 892.540039
	Iteration 10Q: 3 clusters Score -634783.1 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -635223.375000 Penalty: 892.540039
	Iteration 11Q: 3 clusters Score -635223.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -635508.500000 Penalty: 892.540039
	Iteration 12Q: 3 clusters Score -635508.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -635687.125000 Penalty: 892.540039
	Iteration 13Q: 3 clusters Score -635687.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -635810.750000 Penalty: 892.540039
	Iteration 14Q: 3 clusters Score -635810.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -635912.125000 Penalty: 892.540039
	Iteration 15Q: 3 clusters Score -635912.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -635991.687500 Penalty: 892.540039
	Iteration 16Q: 3 clusters Score -635991.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -636065.250000 Penalty: 892.540039
	Iteration 17Q: 3 clusters Score -636065.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -636120.187500 Penalty: 892.540039
	Iteration 18Q: 3 clusters Score -636120.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -636158.687500 Penalty: 892.540039
	Iteration 19Q: 3 clusters Score -636158.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -636194.875000 Penalty: 892.540039
	Iteration 20F: 3 clusters Score -636194.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -636227.437500 Penalty: 892.540039
	Iteration 21Q: 3 clusters Score -636227.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -636260.562500 Penalty: 892.540039
	Iteration 22Q: 3 clusters Score -636260.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -636288.437500 Penalty: 892.540039
	Iteration 23Q: 3 clusters Score -636288.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -636322.312500 Penalty: 892.540039
	Iteration 24Q: 3 clusters Score -636322.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -636354.437500 Penalty: 892.540039
	Iteration 25Q: 3 clusters Score -636354.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -636385.750000 Penalty: 892.540039
	Iteration 26Q: 3 clusters Score -636385.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -636420.937500 Penalty: 892.540039
	Iteration 27Q: 3 clusters Score -636420.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -636464.625000 Penalty: 892.540039
	Iteration 28Q: 3 clusters Score -636464.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -636503.937500 Penalty: 892.540039
	Iteration 29Q: 3 clusters Score -636503.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -636538.750000 Penalty: 892.540039
	Iteration 30Q: 3 clusters Score -636538.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -636560.562500 Penalty: 892.540039
	Iteration 31Q: 3 clusters Score -636560.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -636576.875000 Penalty: 892.540039
	Iteration 32Q: 3 clusters Score -636576.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -636590.500000 Penalty: 892.540039
	Iteration 33Q: 3 clusters Score -636590.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -636611.375000 Penalty: 892.540039
	Iteration 34Q: 3 clusters Score -636611.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -636629.375000 Penalty: 892.540039
	Iteration 35Q: 3 clusters Score -636629.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -636645.250000 Penalty: 892.540039
	Iteration 36Q: 3 clusters Score -636645.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -636660.125000 Penalty: 892.540039
	Iteration 37Q: 3 clusters Score -636660.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -636679.875000 Penalty: 892.540039
	Iteration 38Q: 3 clusters Score -636679.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -636704.312500 Penalty: 892.540039
	Iteration 39Q: 3 clusters Score -636704.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -636731.812500 Penalty: 892.540039
	Iteration 40F: 3 clusters Score -636731.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -636766.250000 Penalty: 892.540039
	Iteration 41Q: 3 clusters Score -636766.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -636791.250000 Penalty: 892.540039
	Iteration 42Q: 3 clusters Score -636791.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -636810.687500 Penalty: 892.540039
	Iteration 43Q: 3 clusters Score -636810.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -636830.500000 Penalty: 892.540039
	Iteration 44Q: 3 clusters Score -636830.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -636847.562500 Penalty: 892.540039
	Iteration 45Q: 3 clusters Score -636847.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -636866.875000 Penalty: 892.540039
	Iteration 46Q: 3 clusters Score -636866.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -636882.312500 Penalty: 892.540039
	Iteration 47Q: 3 clusters Score -636882.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -636897.250000 Penalty: 892.540039
	Iteration 48Q: 3 clusters Score -636897.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -636910.312500 Penalty: 892.540039
	Iteration 49Q: 3 clusters Score -636910.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -636928.062500 Penalty: 892.540039
	Iteration 50Q: 3 clusters Score -636928.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -636941.562500 Penalty: 892.540039
	Iteration 51Q: 3 clusters Score -636941.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -636955.437500 Penalty: 892.540039
	Iteration 52Q: 3 clusters Score -636955.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -636967.062500 Penalty: 892.540039
	Iteration 53Q: 3 clusters Score -636967.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -636977.500000 Penalty: 892.540039
	Iteration 54Q: 3 clusters Score -636977.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -636988.750000 Penalty: 892.540039
	Iteration 55Q: 3 clusters Score -636988.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -637002.062500 Penalty: 892.540039
	Iteration 56Q: 3 clusters Score -637002.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -637017.562500 Penalty: 892.540039
	Iteration 57Q: 3 clusters Score -637017.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -637031.875000 Penalty: 892.540039
	Iteration 58Q: 3 clusters Score -637031.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -637043.625000 Penalty: 892.540039
	Iteration 59Q: 3 clusters Score -637043.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -637056.125000 Penalty: 892.540039
	Iteration 60F: 3 clusters Score -637056.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -637062.500000 Penalty: 892.540039
	Iteration 61Q: 3 clusters Score -637062.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -637070.500000 Penalty: 892.540039
	Iteration 62Q: 3 clusters Score -637070.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -637077.937500 Penalty: 892.540039
	Iteration 63Q: 3 clusters Score -637077.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -637083.187500 Penalty: 892.540039
	Iteration 64Q: 3 clusters Score -637083.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -637085.625000 Penalty: 892.540039
	Iteration 65Q: 3 clusters Score -637085.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -637090.687500 Penalty: 892.540039
	Iteration 66Q: 3 clusters Score -637090.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -637098.437500 Penalty: 892.540039
	Iteration 67Q: 3 clusters Score -637098.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -637100.375000 Penalty: 892.540039
	Iteration 68Q: 3 clusters Score -637100.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -637099.750000 Penalty: 892.540039
	Iteration 69Q: 3 clusters Score -637099.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -637104.500000 Penalty: 892.540039
	Iteration 70Q: 3 clusters Score -637104.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -637108.125000 Penalty: 892.540039
	Iteration 71Q: 3 clusters Score -637108.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -637111.375000 Penalty: 892.540039
	Iteration 72Q: 3 clusters Score -637111.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -637116.937500 Penalty: 892.540039
	Iteration 73Q: 3 clusters Score -637116.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -637120.937500 Penalty: 892.540039
	Iteration 74Q: 3 clusters Score -637120.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -637123.250000 Penalty: 892.540039
	Iteration 75Q: 3 clusters Score -637123.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -637125.000000 Penalty: 892.540039
	Iteration 76Q: 3 clusters Score -637125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -637125.750000 Penalty: 892.540039
	Iteration 77Q: 3 clusters Score -637125.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -637128.125000 Penalty: 892.540039
	Iteration 78Q: 3 clusters Score -637128.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -637129.125000 Penalty: 892.540039
	Iteration 79Q: 3 clusters Score -637129.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -637130.812500 Penalty: 892.540039
	Iteration 80F: 3 clusters Score -637130.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -637132.125000 Penalty: 892.540039
	Iteration 81Q: 3 clusters Score -637132.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -637136.312500 Penalty: 892.540039
	Iteration 82Q: 3 clusters Score -637136.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -637138.687500 Penalty: 892.540039
	Iteration 83Q: 3 clusters Score -637138.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -637140.000000 Penalty: 892.540039
	Iteration 84Q: 3 clusters Score -637140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -637138.250000 Penalty: 892.540039
	Iteration 85Q: 3 clusters Score -637138.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -637138.625000 Penalty: 892.540039
	Iteration 86Q: 3 clusters Score -637138.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -637138.500000 Penalty: 892.540039
	Iteration 87Q: 3 clusters Score -637138.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -637139.437500 Penalty: 892.540039
	Iteration 88Q: 3 clusters Score -637139.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -637140.937500 Penalty: 892.540039
	Iteration 89Q: 3 clusters Score -637140.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -637140.312500 Penalty: 892.540039
	Iteration 90Q: 3 clusters Score -637140.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -637140.500000 Penalty: 892.540039
	Iteration 91Q: 3 clusters Score -637140.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -637140.875000 Penalty: 892.540039
	Iteration 92Q: 3 clusters Score -637140.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -637141.000000 Penalty: 892.540039
	Iteration 93Q: 3 clusters Score -637141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -637143.062500 Penalty: 892.540039
	Iteration 94Q: 3 clusters Score -637143.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -637144.687500 Penalty: 892.540039
	Iteration 95Q: 3 clusters Score -637144.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -637145.187500 Penalty: 892.540039
	Iteration 96Q: 3 clusters Score -637145.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -637145.687500 Penalty: 892.540039
	Iteration 97Q: 3 clusters Score -637145.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -637148.125000 Penalty: 892.540039
	Iteration 98Q: 3 clusters Score -637148.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -637148.125000 Penalty: 892.540039
	Iteration 99Q: 3 clusters Score -637148.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -637151.250000 Penalty: 892.540039
	Iteration 100F: 3 clusters Score -637151.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -637152.500000 Penalty: 892.540039
	Iteration 101Q: 3 clusters Score -637152.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -637153.437500 Penalty: 892.540039
	Iteration 102Q: 3 clusters Score -637153.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -637154.687500 Penalty: 892.540039
	Iteration 103Q: 3 clusters Score -637154.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -637155.687500 Penalty: 892.540039
	Iteration 104Q: 3 clusters Score -637155.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -637157.750000 Penalty: 892.540039
	Iteration 105Q: 3 clusters Score -637157.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -637159.187500 Penalty: 892.540039
	Iteration 106Q: 3 clusters Score -637159.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -637160.000000 Penalty: 892.540039
	Iteration 107Q: 3 clusters Score -637160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -637161.187500 Penalty: 892.540039
	Iteration 108Q: 3 clusters Score -637161.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -637162.000000 Penalty: 892.540039
	Iteration 109Q: 3 clusters Score -637162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -637163.437500 Penalty: 892.540039
	Iteration 110Q: 3 clusters Score -637163.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -637161.812500 Penalty: 892.540039
	Iteration 111Q: 3 clusters Score -637161.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -637163.062500 Penalty: 892.540039
	Iteration 112Q: 3 clusters Score -637163.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -637163.250000 Penalty: 892.540039
	Iteration 113Q: 3 clusters Score -637163.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -637163.750000 Penalty: 892.540039
	Iteration 114Q: 3 clusters Score -637163.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -637164.250000 Penalty: 892.540039
	Iteration 115Q: 3 clusters Score -637164.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -637163.937500 Penalty: 892.540039
	Iteration 116Q: 3 clusters Score -637163.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -637163.812500 Penalty: 892.540039
	Iteration 117Q: 3 clusters Score -637163.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -637164.250000 Penalty: 892.540039
	Iteration 118Q: 3 clusters Score -637164.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -637165.062500 Penalty: 892.540039
	Iteration 119Q: 3 clusters Score -637165.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -637165.750000 Penalty: 892.540039
	Iteration 120F: 3 clusters Score -637165.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -637167.000000 Penalty: 892.540039
	Iteration 121Q: 3 clusters Score -637167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -637166.062500 Penalty: 892.540039
	Iteration 122Q: 3 clusters Score -637166.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -637167.062500 Penalty: 892.540039
	Iteration 123Q: 3 clusters Score -637167.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -637167.250000 Penalty: 892.540039
	Iteration 124Q: 3 clusters Score -637167.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -637168.562500 Penalty: 892.540039
	Iteration 125Q: 3 clusters Score -637168.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -637168.625000 Penalty: 892.540039
	Iteration 126Q: 3 clusters Score -637168.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -637168.625000 Penalty: 892.540039
	Iteration 127Q: 3 clusters Score -637168.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -637168.187500 Penalty: 892.540039
	Iteration 128Q: 3 clusters Score -637168.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -637169.062500 Penalty: 892.540039
	Iteration 129Q: 3 clusters Score -637169.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -637169.875000 Penalty: 892.540039
	Iteration 130Q: 3 clusters Score -637169.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -637170.000000 Penalty: 892.540039
	Iteration 131Q: 3 clusters Score -637170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -637169.375000 Penalty: 892.540039
	Iteration 132Q: 3 clusters Score -637169.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -637169.312500 Penalty: 892.540039
	Iteration 133Q: 3 clusters Score -637169.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -637169.312500 Penalty: 892.540039
	Iteration 134F: 3 clusters Score -637169.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 545789 members 
Mstep: Class 3 contains 7328 members 
Mstep: Class 4 contains 1656 members 
Mstep: Class 5 contains 479774 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 5236 members 
Mstep: Class 8 contains 2048 members 
Mstep: Class 9 contains 2860 members 
Mstep: Class 10 contains 7089 members 
Mstep: Class 11 contains 16133 members 
Mstep: Class 12 contains 3319 members 
Mstep: Class 13 contains 7604 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 1902 members 
Mstep: Class 16 contains 2164 members 
Mstep: Class 17 contains 105470 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10756 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17998 members 
Mstep: Class 22 contains 14791 members 
Mstep: Class 23 contains 3433 members 
Mstep: Class 24 contains 3541 members 
Mstep: Class 25 contains 770 members 
Mstep: Class 26 contains 7710 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 18809 members 
Mstep: Class 29 contains 5255 members 
Mstep: Class 30 contains 1671 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 13052 members 
Mstep: Class 33 contains 7467 members 
Mstep: Class 34 contains 1659 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21794 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 10055 members 
Mstep: Class 39 contains 6801 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 17573 members 
Entering Unmasked Estep 
Score: -50372664.000000 Penalty: 26384.455078
Splitting cluster 11 changes total score from -50372560.000000 to -50372664.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 12 (3319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Entering Unmasked Estep 
Score: -118271.250000 Penalty: 368.887573
	Iteration 0F: 2 clusters Score -118271.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -115972.390625 Penalty: 737.775146
	Iteration 0F: 3 clusters Score -115972.4 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -116865.023438 Penalty: 737.775146
	Iteration 1F: 3 clusters Score -116865 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -116997.539062 Penalty: 737.775146
	Iteration 2F: 3 clusters Score -116997.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -117122.054688 Penalty: 737.775146
	Iteration 3F: 3 clusters Score -117122.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -117245.960938 Penalty: 737.775146
	Iteration 4F: 3 clusters Score -117246 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -117336.656250 Penalty: 737.775146
	Iteration 5F: 3 clusters Score -117336.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -117396.070312 Penalty: 737.775146
	Iteration 6Q: 3 clusters Score -117396.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -117442.945312 Penalty: 737.775146
	Iteration 7Q: 3 clusters Score -117442.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -117478.312500 Penalty: 737.775146
	Iteration 8Q: 3 clusters Score -117478.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -117519.281250 Penalty: 737.775146
	Iteration 9Q: 3 clusters Score -117519.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -117556.312500 Penalty: 737.775146
	Iteration 10Q: 3 clusters Score -117556.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -117581.562500 Penalty: 737.775146
	Iteration 11Q: 3 clusters Score -117581.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -117600.617188 Penalty: 737.775146
	Iteration 12Q: 3 clusters Score -117600.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -117618.046875 Penalty: 737.775146
	Iteration 13Q: 3 clusters Score -117618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -117630.968750 Penalty: 737.775146
	Iteration 14Q: 3 clusters Score -117631 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -117643.429688 Penalty: 737.775146
	Iteration 15Q: 3 clusters Score -117643.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -117652.468750 Penalty: 737.775146
	Iteration 16Q: 3 clusters Score -117652.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -117662.773438 Penalty: 737.775146
	Iteration 17Q: 3 clusters Score -117662.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -117674.656250 Penalty: 737.775146
	Iteration 18Q: 3 clusters Score -117674.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -117691.054688 Penalty: 737.775146
	Iteration 19Q: 3 clusters Score -117691.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -117704.242188 Penalty: 737.775146
	Iteration 20F: 3 clusters Score -117704.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -117714.570312 Penalty: 737.775146
	Iteration 21Q: 3 clusters Score -117714.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -117720.445312 Penalty: 737.775146
	Iteration 22Q: 3 clusters Score -117720.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -117725.265625 Penalty: 737.775146
	Iteration 23Q: 3 clusters Score -117725.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -117729.429688 Penalty: 737.775146
	Iteration 24Q: 3 clusters Score -117729.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -117735.648438 Penalty: 737.775146
	Iteration 25Q: 3 clusters Score -117735.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -117743.593750 Penalty: 737.775146
	Iteration 26Q: 3 clusters Score -117743.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -117749.585938 Penalty: 737.775146
	Iteration 27Q: 3 clusters Score -117749.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -117756.843750 Penalty: 737.775146
	Iteration 28Q: 3 clusters Score -117756.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -117761.140625 Penalty: 737.775146
	Iteration 29Q: 3 clusters Score -117761.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -117765.828125 Penalty: 737.775146
	Iteration 30Q: 3 clusters Score -117765.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -117771.929688 Penalty: 737.775146
	Iteration 31Q: 3 clusters Score -117771.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -117777.375000 Penalty: 737.775146
	Iteration 32Q: 3 clusters Score -117777.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -117780.304688 Penalty: 737.775146
	Iteration 33Q: 3 clusters Score -117780.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -117782.390625 Penalty: 737.775146
	Iteration 34Q: 3 clusters Score -117782.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -117783.875000 Penalty: 737.775146
	Iteration 35Q: 3 clusters Score -117783.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -117785.898438 Penalty: 737.775146
	Iteration 36Q: 3 clusters Score -117785.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -117788.476562 Penalty: 737.775146
	Iteration 37Q: 3 clusters Score -117788.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -117789.273438 Penalty: 737.775146
	Iteration 38Q: 3 clusters Score -117789.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -117789.992188 Penalty: 737.775146
	Iteration 39Q: 3 clusters Score -117790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -117790.718750 Penalty: 737.775146
	Iteration 40F: 3 clusters Score -117790.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -117792.039062 Penalty: 737.775146
	Iteration 41Q: 3 clusters Score -117792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -117793.054688 Penalty: 737.775146
	Iteration 42Q: 3 clusters Score -117793.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -117793.867188 Penalty: 737.775146
	Iteration 43Q: 3 clusters Score -117793.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -117794.476562 Penalty: 737.775146
	Iteration 44Q: 3 clusters Score -117794.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -117794.898438 Penalty: 737.775146
	Iteration 45Q: 3 clusters Score -117794.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -117795.468750 Penalty: 737.775146
	Iteration 46Q: 3 clusters Score -117795.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -117795.515625 Penalty: 737.775146
	Iteration 47Q: 3 clusters Score -117795.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -117796.093750 Penalty: 737.775146
	Iteration 48Q: 3 clusters Score -117796.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -117796.429688 Penalty: 737.775146
	Iteration 49Q: 3 clusters Score -117796.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -117796.898438 Penalty: 737.775146
	Iteration 50Q: 3 clusters Score -117796.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -117796.945312 Penalty: 737.775146
	Iteration 51Q: 3 clusters Score -117796.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -117797.617188 Penalty: 737.775146
	Iteration 52Q: 3 clusters Score -117797.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -117798.601562 Penalty: 737.775146
	Iteration 53Q: 3 clusters Score -117798.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -117800.125000 Penalty: 737.775146
	Iteration 54Q: 3 clusters Score -117800.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -117802.546875 Penalty: 737.775146
	Iteration 55Q: 3 clusters Score -117802.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -117806.835938 Penalty: 737.775146
	Iteration 56Q: 3 clusters Score -117806.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -117818.054688 Penalty: 737.775146
	Iteration 57Q: 3 clusters Score -117818.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -117833.343750 Penalty: 737.775146
	Iteration 58Q: 3 clusters Score -117833.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -117842.195312 Penalty: 737.775146
	Iteration 59Q: 3 clusters Score -117842.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -117853.984375 Penalty: 737.775146
	Iteration 60F: 3 clusters Score -117854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -117864.132812 Penalty: 737.775146
	Iteration 61Q: 3 clusters Score -117864.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -117872.671875 Penalty: 737.775146
	Iteration 62Q: 3 clusters Score -117872.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -117880.062500 Penalty: 737.775146
	Iteration 63Q: 3 clusters Score -117880.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -117891.062500 Penalty: 737.775146
	Iteration 64Q: 3 clusters Score -117891.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -117902.125000 Penalty: 737.775146
	Iteration 65Q: 3 clusters Score -117902.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -117908.859375 Penalty: 737.775146
	Iteration 66Q: 3 clusters Score -117908.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -117915.601562 Penalty: 737.775146
	Iteration 67Q: 3 clusters Score -117915.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -117920.984375 Penalty: 737.775146
	Iteration 68Q: 3 clusters Score -117921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -117925.218750 Penalty: 737.775146
	Iteration 69Q: 3 clusters Score -117925.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -117929.015625 Penalty: 737.775146
	Iteration 70Q: 3 clusters Score -117929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -117931.617188 Penalty: 737.775146
	Iteration 71Q: 3 clusters Score -117931.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -117933.187500 Penalty: 737.775146
	Iteration 72Q: 3 clusters Score -117933.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -117935.976562 Penalty: 737.775146
	Iteration 73Q: 3 clusters Score -117936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -117941.078125 Penalty: 737.775146
	Iteration 74Q: 3 clusters Score -117941.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -117944.617188 Penalty: 737.775146
	Iteration 75Q: 3 clusters Score -117944.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -117950.757812 Penalty: 737.775146
	Iteration 76Q: 3 clusters Score -117950.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -117953.351562 Penalty: 737.775146
	Iteration 77Q: 3 clusters Score -117953.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -117954.921875 Penalty: 737.775146
	Iteration 78Q: 3 clusters Score -117954.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -117957.304688 Penalty: 737.775146
	Iteration 79Q: 3 clusters Score -117957.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -117958.593750 Penalty: 737.775146
	Iteration 80F: 3 clusters Score -117958.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -117959.695312 Penalty: 737.775146
	Iteration 81Q: 3 clusters Score -117959.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -117960.742188 Penalty: 737.775146
	Iteration 82Q: 3 clusters Score -117960.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -117962.570312 Penalty: 737.775146
	Iteration 83Q: 3 clusters Score -117962.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -117963.765625 Penalty: 737.775146
	Iteration 84Q: 3 clusters Score -117963.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -117965.265625 Penalty: 737.775146
	Iteration 85Q: 3 clusters Score -117965.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -117967.640625 Penalty: 737.775146
	Iteration 86Q: 3 clusters Score -117967.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -117971.398438 Penalty: 737.775146
	Iteration 87Q: 3 clusters Score -117971.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -117976.062500 Penalty: 737.775146
	Iteration 88Q: 3 clusters Score -117976.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -117979.710938 Penalty: 737.775146
	Iteration 89Q: 3 clusters Score -117979.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -117983.015625 Penalty: 737.775146
	Iteration 90Q: 3 clusters Score -117983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -117991.132812 Penalty: 737.775146
	Iteration 91Q: 3 clusters Score -117991.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -117998.343750 Penalty: 737.775146
	Iteration 92Q: 3 clusters Score -117998.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -118001.585938 Penalty: 737.775146
	Iteration 93Q: 3 clusters Score -118001.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -118004.414062 Penalty: 737.775146
	Iteration 94Q: 3 clusters Score -118004.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -118009.125000 Penalty: 737.775146
	Iteration 95Q: 3 clusters Score -118009.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -118011.390625 Penalty: 737.775146
	Iteration 96Q: 3 clusters Score -118011.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -118014.359375 Penalty: 737.775146
	Iteration 97Q: 3 clusters Score -118014.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -118019.500000 Penalty: 737.775146
	Iteration 98Q: 3 clusters Score -118019.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -118023.429688 Penalty: 737.775146
	Iteration 99Q: 3 clusters Score -118023.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -118026.250000 Penalty: 737.775146
	Iteration 100F: 3 clusters Score -118026.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -118030.304688 Penalty: 737.775146
	Iteration 101Q: 3 clusters Score -118030.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -118034.125000 Penalty: 737.775146
	Iteration 102Q: 3 clusters Score -118034.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -118036.203125 Penalty: 737.775146
	Iteration 103Q: 3 clusters Score -118036.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -118037.835938 Penalty: 737.775146
	Iteration 104Q: 3 clusters Score -118037.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -118037.984375 Penalty: 737.775146
	Iteration 105Q: 3 clusters Score -118038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -118037.984375 Penalty: 737.775146
	Iteration 106F: 3 clusters Score -118038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Entering Unmasked Estep 
Score: -282420.343750 Penalty: 406.607574
	Iteration 0F: 2 clusters Score -282420.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -277386.500000 Penalty: 813.215149
	Iteration 0F: 3 clusters Score -277386.5 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -279498.125000 Penalty: 813.215149
	Iteration 1F: 3 clusters Score -279498.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -279878.656250 Penalty: 813.215149
	Iteration 2F: 3 clusters Score -279878.7 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -280305.312500 Penalty: 813.215149
	Iteration 3F: 3 clusters Score -280305.3 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -280663.062500 Penalty: 813.215149
	Iteration 4F: 3 clusters Score -280663.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -280966.687500 Penalty: 813.215149
	Iteration 5F: 3 clusters Score -280966.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -281266.625000 Penalty: 813.215149
	Iteration 6F: 3 clusters Score -281266.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -281577.937500 Penalty: 813.215149
	Iteration 7Q: 3 clusters Score -281577.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -281860.593750 Penalty: 813.215149
	Iteration 8Q: 3 clusters Score -281860.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -282027.750000 Penalty: 813.215149
	Iteration 9Q: 3 clusters Score -282027.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -282086.093750 Penalty: 813.215149
	Iteration 10Q: 3 clusters Score -282086.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -282125.343750 Penalty: 813.215149
	Iteration 11Q: 3 clusters Score -282125.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -282164.562500 Penalty: 813.215149
	Iteration 12Q: 3 clusters Score -282164.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -282191.531250 Penalty: 813.215149
	Iteration 13Q: 3 clusters Score -282191.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -282218.000000 Penalty: 813.215149
	Iteration 14Q: 3 clusters Score -282218 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -282253.093750 Penalty: 813.215149
	Iteration 15Q: 3 clusters Score -282253.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -282291.750000 Penalty: 813.215149
	Iteration 16Q: 3 clusters Score -282291.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -282325.031250 Penalty: 813.215149
	Iteration 17Q: 3 clusters Score -282325 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -282343.812500 Penalty: 813.215149
	Iteration 18Q: 3 clusters Score -282343.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -282354.906250 Penalty: 813.215149
	Iteration 19Q: 3 clusters Score -282354.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -282360.875000 Penalty: 813.215149
	Iteration 20F: 3 clusters Score -282360.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -282365.812500 Penalty: 813.215149
	Iteration 21Q: 3 clusters Score -282365.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -282372.562500 Penalty: 813.215149
	Iteration 22Q: 3 clusters Score -282372.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -282379.031250 Penalty: 813.215149
	Iteration 23Q: 3 clusters Score -282379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -282382.218750 Penalty: 813.215149
	Iteration 24Q: 3 clusters Score -282382.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -282383.687500 Penalty: 813.215149
	Iteration 25Q: 3 clusters Score -282383.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -282384.187500 Penalty: 813.215149
	Iteration 26Q: 3 clusters Score -282384.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -282384.656250 Penalty: 813.215149
	Iteration 27Q: 3 clusters Score -282384.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -282386.031250 Penalty: 813.215149
	Iteration 28Q: 3 clusters Score -282386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -282386.968750 Penalty: 813.215149
	Iteration 29Q: 3 clusters Score -282387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -282387.000000 Penalty: 813.215149
	Iteration 30Q: 3 clusters Score -282387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -282387.625000 Penalty: 813.215149
	Iteration 31Q: 3 clusters Score -282387.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -282388.593750 Penalty: 813.215149
	Iteration 32Q: 3 clusters Score -282388.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -282392.000000 Penalty: 813.215149
	Iteration 33Q: 3 clusters Score -282392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -282393.718750 Penalty: 813.215149
	Iteration 34Q: 3 clusters Score -282393.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -282395.031250 Penalty: 813.215149
	Iteration 35Q: 3 clusters Score -282395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -282395.343750 Penalty: 813.215149
	Iteration 36Q: 3 clusters Score -282395.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -282395.843750 Penalty: 813.215149
	Iteration 37Q: 3 clusters Score -282395.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -282396.375000 Penalty: 813.215149
	Iteration 38Q: 3 clusters Score -282396.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -282397.000000 Penalty: 813.215149
	Iteration 39Q: 3 clusters Score -282397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -282397.031250 Penalty: 813.215149
	Iteration 40F: 3 clusters Score -282397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -282398.093750 Penalty: 813.215149
	Iteration 41Q: 3 clusters Score -282398.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -282398.593750 Penalty: 813.215149
	Iteration 42Q: 3 clusters Score -282398.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -282398.531250 Penalty: 813.215149
	Iteration 43Q: 3 clusters Score -282398.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -282399.625000 Penalty: 813.215149
	Iteration 44Q: 3 clusters Score -282399.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -282399.343750 Penalty: 813.215149
	Iteration 45Q: 3 clusters Score -282399.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -282399.343750 Penalty: 813.215149
	Iteration 46F: 3 clusters Score -282399.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Entering Unmasked Estep 
Score: -441168.781250 Penalty: 426.520355
	Iteration 0F: 2 clusters Score -441168.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -433376.531250 Penalty: 853.040710
	Iteration 0F: 3 clusters Score -433376.5 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -436663.125000 Penalty: 853.040710
	Iteration 1F: 3 clusters Score -436663.1 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -437029.093750 Penalty: 853.040710
	Iteration 2F: 3 clusters Score -437029.1 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -437507.281250 Penalty: 853.040710
	Iteration 3F: 3 clusters Score -437507.3 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -438088.343750 Penalty: 853.040710
	Iteration 4F: 3 clusters Score -438088.3 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -438667.218750 Penalty: 853.040710
	Iteration 5F: 3 clusters Score -438667.2 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -439156.687500 Penalty: 853.040710
	Iteration 6F: 3 clusters Score -439156.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -439504.125000 Penalty: 853.040710
	Iteration 7Q: 3 clusters Score -439504.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -439732.406250 Penalty: 853.040710
	Iteration 8Q: 3 clusters Score -439732.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -439954.000000 Penalty: 853.040710
	Iteration 9Q: 3 clusters Score -439954 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -440162.593750 Penalty: 853.040710
	Iteration 10Q: 3 clusters Score -440162.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -440340.562500 Penalty: 853.040710
	Iteration 11Q: 3 clusters Score -440340.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -440482.687500 Penalty: 853.040710
	Iteration 12Q: 3 clusters Score -440482.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -440574.812500 Penalty: 853.040710
	Iteration 13Q: 3 clusters Score -440574.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -440621.218750 Penalty: 853.040710
	Iteration 14Q: 3 clusters Score -440621.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -440655.468750 Penalty: 853.040710
	Iteration 15Q: 3 clusters Score -440655.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -440681.843750 Penalty: 853.040710
	Iteration 16Q: 3 clusters Score -440681.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -440702.875000 Penalty: 853.040710
	Iteration 17Q: 3 clusters Score -440702.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -440721.843750 Penalty: 853.040710
	Iteration 18Q: 3 clusters Score -440721.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -440733.437500 Penalty: 853.040710
	Iteration 19Q: 3 clusters Score -440733.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -440741.937500 Penalty: 853.040710
	Iteration 20F: 3 clusters Score -440741.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -440753.343750 Penalty: 853.040710
	Iteration 21Q: 3 clusters Score -440753.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -440762.781250 Penalty: 853.040710
	Iteration 22Q: 3 clusters Score -440762.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -440770.781250 Penalty: 853.040710
	Iteration 23Q: 3 clusters Score -440770.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -440780.781250 Penalty: 853.040710
	Iteration 24Q: 3 clusters Score -440780.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -440788.406250 Penalty: 853.040710
	Iteration 25Q: 3 clusters Score -440788.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -440792.656250 Penalty: 853.040710
	Iteration 26Q: 3 clusters Score -440792.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -440796.500000 Penalty: 853.040710
	Iteration 27Q: 3 clusters Score -440796.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -440800.937500 Penalty: 853.040710
	Iteration 28Q: 3 clusters Score -440800.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -440804.218750 Penalty: 853.040710
	Iteration 29Q: 3 clusters Score -440804.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -440808.562500 Penalty: 853.040710
	Iteration 30Q: 3 clusters Score -440808.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -440812.437500 Penalty: 853.040710
	Iteration 31Q: 3 clusters Score -440812.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -440817.218750 Penalty: 853.040710
	Iteration 32Q: 3 clusters Score -440817.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -440823.656250 Penalty: 853.040710
	Iteration 33Q: 3 clusters Score -440823.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -440825.500000 Penalty: 853.040710
	Iteration 34Q: 3 clusters Score -440825.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -440830.906250 Penalty: 853.040710
	Iteration 35Q: 3 clusters Score -440830.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -440834.781250 Penalty: 853.040710
	Iteration 36Q: 3 clusters Score -440834.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -440838.968750 Penalty: 853.040710
	Iteration 37Q: 3 clusters Score -440839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -440841.875000 Penalty: 853.040710
	Iteration 38Q: 3 clusters Score -440841.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -440848.000000 Penalty: 853.040710
	Iteration 39Q: 3 clusters Score -440848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -440854.812500 Penalty: 853.040710
	Iteration 40F: 3 clusters Score -440854.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -440860.812500 Penalty: 853.040710
	Iteration 41Q: 3 clusters Score -440860.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -440864.531250 Penalty: 853.040710
	Iteration 42Q: 3 clusters Score -440864.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -440865.656250 Penalty: 853.040710
	Iteration 43Q: 3 clusters Score -440865.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -440869.843750 Penalty: 853.040710
	Iteration 44Q: 3 clusters Score -440869.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -440871.750000 Penalty: 853.040710
	Iteration 45Q: 3 clusters Score -440871.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -440873.750000 Penalty: 853.040710
	Iteration 46Q: 3 clusters Score -440873.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -440874.312500 Penalty: 853.040710
	Iteration 47Q: 3 clusters Score -440874.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -440874.500000 Penalty: 853.040710
	Iteration 48Q: 3 clusters Score -440874.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -440875.781250 Penalty: 853.040710
	Iteration 49Q: 3 clusters Score -440875.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -440875.468750 Penalty: 853.040710
	Iteration 50Q: 3 clusters Score -440875.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -440875.781250 Penalty: 853.040710
	Iteration 51Q: 3 clusters Score -440875.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -440875.812500 Penalty: 853.040710
	Iteration 52Q: 3 clusters Score -440875.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -440876.218750 Penalty: 853.040710
	Iteration 53Q: 3 clusters Score -440876.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -440876.968750 Penalty: 853.040710
	Iteration 54Q: 3 clusters Score -440877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -440876.937500 Penalty: 853.040710
	Iteration 55Q: 3 clusters Score -440876.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -440878.031250 Penalty: 853.040710
	Iteration 56Q: 3 clusters Score -440878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -440878.562500 Penalty: 853.040710
	Iteration 57Q: 3 clusters Score -440878.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -440879.562500 Penalty: 853.040710
	Iteration 58Q: 3 clusters Score -440879.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -440881.500000 Penalty: 853.040710
	Iteration 59Q: 3 clusters Score -440881.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -440881.125000 Penalty: 853.040710
	Iteration 60F: 3 clusters Score -440881.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -440881.218750 Penalty: 853.040710
	Iteration 61Q: 3 clusters Score -440881.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -440881.843750 Penalty: 853.040710
	Iteration 62Q: 3 clusters Score -440881.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -440883.000000 Penalty: 853.040710
	Iteration 63Q: 3 clusters Score -440883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -440883.031250 Penalty: 853.040710
	Iteration 64Q: 3 clusters Score -440883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -440883.937500 Penalty: 853.040710
	Iteration 65Q: 3 clusters Score -440883.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -440884.500000 Penalty: 853.040710
	Iteration 66Q: 3 clusters Score -440884.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -440885.687500 Penalty: 853.040710
	Iteration 67Q: 3 clusters Score -440885.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -440888.687500 Penalty: 853.040710
	Iteration 68Q: 3 clusters Score -440888.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -440888.718750 Penalty: 853.040710
	Iteration 69Q: 3 clusters Score -440888.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -440888.406250 Penalty: 853.040710
	Iteration 70Q: 3 clusters Score -440888.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -440888.218750 Penalty: 853.040710
	Iteration 71Q: 3 clusters Score -440888.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -440888.843750 Penalty: 853.040710
	Iteration 72Q: 3 clusters Score -440888.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -440888.906250 Penalty: 853.040710
	Iteration 73Q: 3 clusters Score -440888.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -440889.187500 Penalty: 853.040710
	Iteration 74Q: 3 clusters Score -440889.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -440889.968750 Penalty: 853.040710
	Iteration 75Q: 3 clusters Score -440890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -440889.437500 Penalty: 853.040710
	Iteration 76Q: 3 clusters Score -440889.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -440889.437500 Penalty: 853.040710
	Iteration 77F: 3 clusters Score -440889.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -68651.656250 Penalty: 343.555084
	Iteration 0F: 2 clusters Score -68651.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -67270.015625 Penalty: 687.110168
	Iteration 0F: 3 clusters Score -67270.02 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -67744.515625 Penalty: 687.110168
	Iteration 1F: 3 clusters Score -67744.52 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -67840.437500 Penalty: 687.110168
	Iteration 2F: 3 clusters Score -67840.44 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -67903.046875 Penalty: 687.110168
	Iteration 3F: 3 clusters Score -67903.05 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -67968.804688 Penalty: 687.110168
	Iteration 4Q: 3 clusters Score -67968.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -68026.179688 Penalty: 687.110168
	Iteration 5F: 3 clusters Score -68026.18 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -68088.054688 Penalty: 687.110168
	Iteration 6Q: 3 clusters Score -68088.05 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -68153.914062 Penalty: 687.110168
	Iteration 7Q: 3 clusters Score -68153.91 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -68201.609375 Penalty: 687.110168
	Iteration 8Q: 3 clusters Score -68201.61 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -68250.750000 Penalty: 687.110168
	Iteration 9Q: 3 clusters Score -68250.75 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -68288.468750 Penalty: 687.110168
	Iteration 10Q: 3 clusters Score -68288.47 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -68317.343750 Penalty: 687.110168
	Iteration 11Q: 3 clusters Score -68317.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -68340.070312 Penalty: 687.110168
	Iteration 12Q: 3 clusters Score -68340.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -68359.210938 Penalty: 687.110168
	Iteration 13Q: 3 clusters Score -68359.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -68373.523438 Penalty: 687.110168
	Iteration 14Q: 3 clusters Score -68373.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -68387.171875 Penalty: 687.110168
	Iteration 15Q: 3 clusters Score -68387.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -68394.726562 Penalty: 687.110168
	Iteration 16Q: 3 clusters Score -68394.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -68402.359375 Penalty: 687.110168
	Iteration 17Q: 3 clusters Score -68402.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -68408.851562 Penalty: 687.110168
	Iteration 18Q: 3 clusters Score -68408.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -68414.156250 Penalty: 687.110168
	Iteration 19Q: 3 clusters Score -68414.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -68418.335938 Penalty: 687.110168
	Iteration 20F: 3 clusters Score -68418.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -68419.390625 Penalty: 687.110168
	Iteration 21Q: 3 clusters Score -68419.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -68419.460938 Penalty: 687.110168
	Iteration 22Q: 3 clusters Score -68419.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -68419.515625 Penalty: 687.110168
	Iteration 23Q: 3 clusters Score -68419.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -68419.507812 Penalty: 687.110168
	Iteration 24Q: 3 clusters Score -68419.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -68420.039062 Penalty: 687.110168
	Iteration 25Q: 3 clusters Score -68420.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -68420.039062 Penalty: 687.110168
	Iteration 26F: 3 clusters Score -68420.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Entering Unmasked Estep 
Score: -79973.398438 Penalty: 349.426971
	Iteration 0F: 2 clusters Score -79973.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -78412.570312 Penalty: 698.853943
	Iteration 0F: 3 clusters Score -78412.57 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -78945.312500 Penalty: 698.853943
	Iteration 1F: 3 clusters Score -78945.31 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -78998.101562 Penalty: 698.853943
	Iteration 2F: 3 clusters Score -78998.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -79039.257812 Penalty: 698.853943
	Iteration 3Q: 3 clusters Score -79039.26 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -79074.382812 Penalty: 698.853943
	Iteration 4Q: 3 clusters Score -79074.38 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -79106.164062 Penalty: 698.853943
	Iteration 5Q: 3 clusters Score -79106.16 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -79145.921875 Penalty: 698.853943
	Iteration 6Q: 3 clusters Score -79145.92 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -79195.703125 Penalty: 698.853943
	Iteration 7Q: 3 clusters Score -79195.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -79237.085938 Penalty: 698.853943
	Iteration 8Q: 3 clusters Score -79237.09 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -79263.242188 Penalty: 698.853943
	Iteration 9Q: 3 clusters Score -79263.24 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -79281.500000 Penalty: 698.853943
	Iteration 10Q: 3 clusters Score -79281.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -79296.828125 Penalty: 698.853943
	Iteration 11Q: 3 clusters Score -79296.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -79312.562500 Penalty: 698.853943
	Iteration 12Q: 3 clusters Score -79312.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -79320.656250 Penalty: 698.853943
	Iteration 13Q: 3 clusters Score -79320.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -79323.304688 Penalty: 698.853943
	Iteration 14Q: 3 clusters Score -79323.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -79324.414062 Penalty: 698.853943
	Iteration 15Q: 3 clusters Score -79324.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -79325.312500 Penalty: 698.853943
	Iteration 16Q: 3 clusters Score -79325.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -79326.921875 Penalty: 698.853943
	Iteration 17Q: 3 clusters Score -79326.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -79327.406250 Penalty: 698.853943
	Iteration 18Q: 3 clusters Score -79327.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -79327.687500 Penalty: 698.853943
	Iteration 19Q: 3 clusters Score -79327.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -79328.507812 Penalty: 698.853943
	Iteration 20F: 3 clusters Score -79328.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -79329.375000 Penalty: 698.853943
	Iteration 21Q: 3 clusters Score -79329.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -79329.515625 Penalty: 698.853943
	Iteration 22Q: 3 clusters Score -79329.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -79330.609375 Penalty: 698.853943
	Iteration 23Q: 3 clusters Score -79330.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -79331.234375 Penalty: 698.853943
	Iteration 24Q: 3 clusters Score -79331.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -79331.921875 Penalty: 698.853943
	Iteration 25Q: 3 clusters Score -79331.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -79332.343750 Penalty: 698.853943
	Iteration 26Q: 3 clusters Score -79332.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -79333.312500 Penalty: 698.853943
	Iteration 27Q: 3 clusters Score -79333.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -79334.375000 Penalty: 698.853943
	Iteration 28Q: 3 clusters Score -79334.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -79337.031250 Penalty: 698.853943
	Iteration 29Q: 3 clusters Score -79337.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -79338.484375 Penalty: 698.853943
	Iteration 30Q: 3 clusters Score -79338.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -79339.945312 Penalty: 698.853943
	Iteration 31Q: 3 clusters Score -79339.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -79340.507812 Penalty: 698.853943
	Iteration 32Q: 3 clusters Score -79340.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -79341.390625 Penalty: 698.853943
	Iteration 33Q: 3 clusters Score -79341.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -79342.210938 Penalty: 698.853943
	Iteration 34Q: 3 clusters Score -79342.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -79343.921875 Penalty: 698.853943
	Iteration 35Q: 3 clusters Score -79343.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -79346.679688 Penalty: 698.853943
	Iteration 36Q: 3 clusters Score -79346.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -79349.632812 Penalty: 698.853943
	Iteration 37Q: 3 clusters Score -79349.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -79353.609375 Penalty: 698.853943
	Iteration 38Q: 3 clusters Score -79353.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -79358.734375 Penalty: 698.853943
	Iteration 39Q: 3 clusters Score -79358.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -79362.640625 Penalty: 698.853943
	Iteration 40F: 3 clusters Score -79362.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -79366.406250 Penalty: 698.853943
	Iteration 41Q: 3 clusters Score -79366.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -79368.000000 Penalty: 698.853943
	Iteration 42Q: 3 clusters Score -79368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -79369.289062 Penalty: 698.853943
	Iteration 43Q: 3 clusters Score -79369.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -79370.500000 Penalty: 698.853943
	Iteration 44Q: 3 clusters Score -79370.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -79372.468750 Penalty: 698.853943
	Iteration 45Q: 3 clusters Score -79372.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -79375.640625 Penalty: 698.853943
	Iteration 46Q: 3 clusters Score -79375.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -79377.890625 Penalty: 698.853943
	Iteration 47Q: 3 clusters Score -79377.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -79379.648438 Penalty: 698.853943
	Iteration 48Q: 3 clusters Score -79379.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -79381.921875 Penalty: 698.853943
	Iteration 49Q: 3 clusters Score -79381.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -79385.804688 Penalty: 698.853943
	Iteration 50Q: 3 clusters Score -79385.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -79388.281250 Penalty: 698.853943
	Iteration 51Q: 3 clusters Score -79388.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -79389.898438 Penalty: 698.853943
	Iteration 52Q: 3 clusters Score -79389.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -79391.726562 Penalty: 698.853943
	Iteration 53Q: 3 clusters Score -79391.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -79392.046875 Penalty: 698.853943
	Iteration 54Q: 3 clusters Score -79392.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -79392.343750 Penalty: 698.853943
	Iteration 55Q: 3 clusters Score -79392.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -79392.734375 Penalty: 698.853943
	Iteration 56Q: 3 clusters Score -79392.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -79392.921875 Penalty: 698.853943
	Iteration 57Q: 3 clusters Score -79392.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -79393.015625 Penalty: 698.853943
	Iteration 58Q: 3 clusters Score -79393.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -79393.359375 Penalty: 698.853943
	Iteration 59Q: 3 clusters Score -79393.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -79393.484375 Penalty: 698.853943
	Iteration 60F: 3 clusters Score -79393.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -79393.398438 Penalty: 698.853943
	Iteration 61Q: 3 clusters Score -79393.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -79393.398438 Penalty: 698.853943
	Iteration 62F: 3 clusters Score -79393.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (105470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105470 members 
Entering Unmasked Estep 
Score: -4066551.500000 Penalty: 526.261292
	Iteration 0F: 2 clusters Score -4066552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52663 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
Score: -3995201.000000 Penalty: 1052.522583
	Iteration 0F: 3 clusters Score -3995201 nChanged 51601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 55948 members 
Entering Unmasked Estep 
Score: -4026689.750000 Penalty: 1052.522583
	Iteration 1F: 3 clusters Score -4026690 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 58790 members 
Entering Unmasked Estep 
Score: -4028227.750000 Penalty: 1052.522583
	Iteration 2Q: 3 clusters Score -4028228 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 63043 members 
Entering Unmasked Estep 
Score: -4030697.750000 Penalty: 1052.522583
	Iteration 3F: 3 clusters Score -4030698 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 68881 members 
Entering Unmasked Estep 
Score: -4034591.000000 Penalty: 1052.522583
	Iteration 4F: 3 clusters Score -4034591 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 76207 members 
Entering Unmasked Estep 
Score: -4040264.000000 Penalty: 1052.522583
	Iteration 5F: 3 clusters Score -4040264 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 84326 members 
Entering Unmasked Estep 
Score: -4047367.750000 Penalty: 1052.522583
	Iteration 6F: 3 clusters Score -4047368 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 91856 members 
Entering Unmasked Estep 
Score: -4054237.750000 Penalty: 1052.522583
	Iteration 7F: 3 clusters Score -4054238 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 97758 members 
Entering Unmasked Estep 
Score: -4059840.500000 Penalty: 1052.522583
	Iteration 8F: 3 clusters Score -4059840 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 101658 members 
Entering Unmasked Estep 
Score: -4063563.500000 Penalty: 1052.522583
	Iteration 9Q: 3 clusters Score -4063564 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 103618 members 
Entering Unmasked Estep 
Score: -4065235.250000 Penalty: 1052.522583
	Iteration 10Q: 3 clusters Score -4065235 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 104400 members 
Entering Unmasked Estep 
Score: -4065857.500000 Penalty: 1052.522583
	Iteration 11Q: 3 clusters Score -4065858 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 104696 members 
Entering Unmasked Estep 
Score: -4066066.250000 Penalty: 1052.522583
	Iteration 12Q: 3 clusters Score -4066066 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 104822 members 
Entering Unmasked Estep 
Score: -4066167.500000 Penalty: 1052.522583
	Iteration 13Q: 3 clusters Score -4066168 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 104874 members 
Entering Unmasked Estep 
Score: -4066212.000000 Penalty: 1052.522583
	Iteration 14Q: 3 clusters Score -4066212 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 104912 members 
Entering Unmasked Estep 
Score: -4066268.250000 Penalty: 1052.522583
	Iteration 15Q: 3 clusters Score -4066268 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 104940 members 
Entering Unmasked Estep 
Score: -4066318.750000 Penalty: 1052.522583
	Iteration 16Q: 3 clusters Score -4066319 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 104939 members 
Entering Unmasked Estep 
Score: -4066335.000000 Penalty: 1052.522583
	Iteration 17Q: 3 clusters Score -4066335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 104945 members 
Entering Unmasked Estep 
Score: -4066351.750000 Penalty: 1052.522583
	Iteration 18Q: 3 clusters Score -4066352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 104954 members 
Entering Unmasked Estep 
Score: -4066354.500000 Penalty: 1052.522583
	Iteration 19Q: 3 clusters Score -4066354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 104955 members 
Entering Unmasked Estep 
Score: -4066358.250000 Penalty: 1052.522583
	Iteration 20F: 3 clusters Score -4066358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 104956 members 
Entering Unmasked Estep 
Score: -4066353.250000 Penalty: 1052.522583
	Iteration 21Q: 3 clusters Score -4066353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 104953 members 
Entering Unmasked Estep 
Score: -4066359.500000 Penalty: 1052.522583
	Iteration 22Q: 3 clusters Score -4066360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 104953 members 
Entering Unmasked Estep 
Score: -4066367.000000 Penalty: 1052.522583
	Iteration 23Q: 3 clusters Score -4066367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 104952 members 
Entering Unmasked Estep 
Score: -4066370.250000 Penalty: 1052.522583
	Iteration 24Q: 3 clusters Score -4066370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 104952 members 
Entering Unmasked Estep 
Score: -4066368.000000 Penalty: 1052.522583
	Iteration 25Q: 3 clusters Score -4066368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 104952 members 
Entering Unmasked Estep 
Score: -4066364.250000 Penalty: 1052.522583
	Iteration 26Q: 3 clusters Score -4066364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 104956 members 
Entering Unmasked Estep 
Score: -4066366.500000 Penalty: 1052.522583
	Iteration 27Q: 3 clusters Score -4066366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 104959 members 
Entering Unmasked Estep 
Score: -4066365.750000 Penalty: 1052.522583
	Iteration 28Q: 3 clusters Score -4066366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 104966 members 
Entering Unmasked Estep 
Score: -4066368.250000 Penalty: 1052.522583
	Iteration 29Q: 3 clusters Score -4066368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 104972 members 
Entering Unmasked Estep 
Score: -4066367.500000 Penalty: 1052.522583
	Iteration 30Q: 3 clusters Score -4066368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 104977 members 
Entering Unmasked Estep 
Score: -4066370.000000 Penalty: 1052.522583
	Iteration 31Q: 3 clusters Score -4066370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 104982 members 
Entering Unmasked Estep 
Score: -4066372.750000 Penalty: 1052.522583
	Iteration 32Q: 3 clusters Score -4066373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 104988 members 
Entering Unmasked Estep 
Score: -4066376.750000 Penalty: 1052.522583
	Iteration 33Q: 3 clusters Score -4066377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 104996 members 
Entering Unmasked Estep 
Score: -4066383.750000 Penalty: 1052.522583
	Iteration 34Q: 3 clusters Score -4066384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 105002 members 
Entering Unmasked Estep 
Score: -4066386.000000 Penalty: 1052.522583
	Iteration 35Q: 3 clusters Score -4066386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 105004 members 
Entering Unmasked Estep 
Score: -4066384.500000 Penalty: 1052.522583
	Iteration 36Q: 3 clusters Score -4066384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 105006 members 
Entering Unmasked Estep 
Score: -4066391.000000 Penalty: 1052.522583
	Iteration 37Q: 3 clusters Score -4066391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 105012 members 
Entering Unmasked Estep 
Score: -4066397.000000 Penalty: 1052.522583
	Iteration 38Q: 3 clusters Score -4066397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 105019 members 
Entering Unmasked Estep 
Score: -4066405.000000 Penalty: 1052.522583
	Iteration 39Q: 3 clusters Score -4066405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 105029 members 
Entering Unmasked Estep 
Score: -4066408.500000 Penalty: 1052.522583
	Iteration 40F: 3 clusters Score -4066408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 105037 members 
Entering Unmasked Estep 
Score: -4066417.500000 Penalty: 1052.522583
	Iteration 41Q: 3 clusters Score -4066418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 105044 members 
Entering Unmasked Estep 
Score: -4066416.500000 Penalty: 1052.522583
	Iteration 42Q: 3 clusters Score -4066416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 105049 members 
Entering Unmasked Estep 
Score: -4066418.000000 Penalty: 1052.522583
	Iteration 43Q: 3 clusters Score -4066418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 105052 members 
Entering Unmasked Estep 
Score: -4066417.250000 Penalty: 1052.522583
	Iteration 44Q: 3 clusters Score -4066417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 105057 members 
Entering Unmasked Estep 
Score: -4066425.500000 Penalty: 1052.522583
	Iteration 45Q: 3 clusters Score -4066426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 105055 members 
Entering Unmasked Estep 
Score: -4066425.250000 Penalty: 1052.522583
	Iteration 46Q: 3 clusters Score -4066425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 105054 members 
Entering Unmasked Estep 
Score: -4066429.250000 Penalty: 1052.522583
	Iteration 47Q: 3 clusters Score -4066429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 105054 members 
Entering Unmasked Estep 
Score: -4066429.000000 Penalty: 1052.522583
	Iteration 48Q: 3 clusters Score -4066429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 105053 members 
Entering Unmasked Estep 
Score: -4066434.250000 Penalty: 1052.522583
	Iteration 49Q: 3 clusters Score -4066434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 105054 members 
Entering Unmasked Estep 
Score: -4066434.250000 Penalty: 1052.522583
	Iteration 50Q: 3 clusters Score -4066434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 105055 members 
Entering Unmasked Estep 
Score: -4066437.500000 Penalty: 1052.522583
	Iteration 51Q: 3 clusters Score -4066438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 105054 members 
Entering Unmasked Estep 
Score: -4066436.750000 Penalty: 1052.522583
	Iteration 52Q: 3 clusters Score -4066437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 105051 members 
Entering Unmasked Estep 
Score: -4066441.750000 Penalty: 1052.522583
	Iteration 53Q: 3 clusters Score -4066442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 105050 members 
Entering Unmasked Estep 
Score: -4066441.000000 Penalty: 1052.522583
	Iteration 54Q: 3 clusters Score -4066441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 105049 members 
Entering Unmasked Estep 
Score: -4066442.250000 Penalty: 1052.522583
	Iteration 55Q: 3 clusters Score -4066442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 105048 members 
Entering Unmasked Estep 
Score: -4066445.250000 Penalty: 1052.522583
	Iteration 56Q: 3 clusters Score -4066445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 105047 members 
Entering Unmasked Estep 
Score: -4066444.750000 Penalty: 1052.522583
	Iteration 57Q: 3 clusters Score -4066445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 105046 members 
Entering Unmasked Estep 
Score: -4066446.000000 Penalty: 1052.522583
	Iteration 58Q: 3 clusters Score -4066446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 105046 members 
Entering Unmasked Estep 
Score: -4066446.000000 Penalty: 1052.522583
	Iteration 59F: 3 clusters Score -4066446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Entering Unmasked Estep 
Score: -29883.283203 Penalty: 307.228302
	Iteration 0F: 2 clusters Score -29883.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -29169.847656 Penalty: 614.456604
	Iteration 0F: 3 clusters Score -29169.85 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -29360.210938 Penalty: 614.456604
	Iteration 1F: 3 clusters Score -29360.21 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -29412.570312 Penalty: 614.456604
	Iteration 2F: 3 clusters Score -29412.57 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -29446.906250 Penalty: 614.456604
	Iteration 3F: 3 clusters Score -29446.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -29469.669922 Penalty: 614.456604
	Iteration 4Q: 3 clusters Score -29469.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -29478.910156 Penalty: 614.456604
	Iteration 5Q: 3 clusters Score -29478.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -29492.685547 Penalty: 614.456604
	Iteration 6Q: 3 clusters Score -29492.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -29507.611328 Penalty: 614.456604
	Iteration 7Q: 3 clusters Score -29507.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -29514.423828 Penalty: 614.456604
	Iteration 8Q: 3 clusters Score -29514.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -29521.464844 Penalty: 614.456604
	Iteration 9Q: 3 clusters Score -29521.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -29526.328125 Penalty: 614.456604
	Iteration 10Q: 3 clusters Score -29526.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -29533.820312 Penalty: 614.456604
	Iteration 11Q: 3 clusters Score -29533.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -29542.103516 Penalty: 614.456604
	Iteration 12Q: 3 clusters Score -29542.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -29550.902344 Penalty: 614.456604
	Iteration 13Q: 3 clusters Score -29550.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -29559.853516 Penalty: 614.456604
	Iteration 14Q: 3 clusters Score -29559.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -29566.810547 Penalty: 614.456604
	Iteration 15Q: 3 clusters Score -29566.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -29571.990234 Penalty: 614.456604
	Iteration 16Q: 3 clusters Score -29571.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -29577.597656 Penalty: 614.456604
	Iteration 17Q: 3 clusters Score -29577.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -29583.552734 Penalty: 614.456604
	Iteration 18Q: 3 clusters Score -29583.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -29596.812500 Penalty: 614.456604
	Iteration 19Q: 3 clusters Score -29596.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -29605.626953 Penalty: 614.456604
	Iteration 20F: 3 clusters Score -29605.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -29610.279297 Penalty: 614.456604
	Iteration 21Q: 3 clusters Score -29610.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -29612.320312 Penalty: 614.456604
	Iteration 22Q: 3 clusters Score -29612.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -29613.625000 Penalty: 614.456604
	Iteration 23Q: 3 clusters Score -29613.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -29614.312500 Penalty: 614.456604
	Iteration 24Q: 3 clusters Score -29614.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -29614.445312 Penalty: 614.456604
	Iteration 25Q: 3 clusters Score -29614.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -29614.445312 Penalty: 614.456604
	Iteration 26F: 3 clusters Score -29614.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Entering Unmasked Estep 
Score: -394683.375000 Penalty: 422.386475
	Iteration 0F: 2 clusters Score -394683.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -387571.281250 Penalty: 844.772949
	Iteration 0F: 3 clusters Score -387571.3 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -390407.062500 Penalty: 844.772949
	Iteration 1F: 3 clusters Score -390407.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -390804.906250 Penalty: 844.772949
	Iteration 2F: 3 clusters Score -390804.9 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -391354.406250 Penalty: 844.772949
	Iteration 3F: 3 clusters Score -391354.4 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -392017.375000 Penalty: 844.772949
	Iteration 4F: 3 clusters Score -392017.4 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -392631.000000 Penalty: 844.772949
	Iteration 5F: 3 clusters Score -392631 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -393055.531250 Penalty: 844.772949
	Iteration 6F: 3 clusters Score -393055.5 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -393332.906250 Penalty: 844.772949
	Iteration 7Q: 3 clusters Score -393332.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -393531.875000 Penalty: 844.772949
	Iteration 8Q: 3 clusters Score -393531.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -393703.437500 Penalty: 844.772949
	Iteration 9Q: 3 clusters Score -393703.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -393859.093750 Penalty: 844.772949
	Iteration 10Q: 3 clusters Score -393859.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -393987.375000 Penalty: 844.772949
	Iteration 11Q: 3 clusters Score -393987.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -394091.093750 Penalty: 844.772949
	Iteration 12Q: 3 clusters Score -394091.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -394192.312500 Penalty: 844.772949
	Iteration 13Q: 3 clusters Score -394192.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -394287.218750 Penalty: 844.772949
	Iteration 14Q: 3 clusters Score -394287.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -394362.843750 Penalty: 844.772949
	Iteration 15Q: 3 clusters Score -394362.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -394421.031250 Penalty: 844.772949
	Iteration 16Q: 3 clusters Score -394421 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -394470.062500 Penalty: 844.772949
	Iteration 17Q: 3 clusters Score -394470.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -394498.593750 Penalty: 844.772949
	Iteration 18Q: 3 clusters Score -394498.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -394519.625000 Penalty: 844.772949
	Iteration 19Q: 3 clusters Score -394519.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -394539.812500 Penalty: 844.772949
	Iteration 20F: 3 clusters Score -394539.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -394555.125000 Penalty: 844.772949
	Iteration 21Q: 3 clusters Score -394555.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -394570.031250 Penalty: 844.772949
	Iteration 22Q: 3 clusters Score -394570 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -394581.687500 Penalty: 844.772949
	Iteration 23Q: 3 clusters Score -394581.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -394589.125000 Penalty: 844.772949
	Iteration 24Q: 3 clusters Score -394589.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -394597.750000 Penalty: 844.772949
	Iteration 25Q: 3 clusters Score -394597.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -394604.968750 Penalty: 844.772949
	Iteration 26Q: 3 clusters Score -394605 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -394612.906250 Penalty: 844.772949
	Iteration 27Q: 3 clusters Score -394612.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -394624.156250 Penalty: 844.772949
	Iteration 28Q: 3 clusters Score -394624.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -394635.843750 Penalty: 844.772949
	Iteration 29Q: 3 clusters Score -394635.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -394645.000000 Penalty: 844.772949
	Iteration 30Q: 3 clusters Score -394645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -394651.031250 Penalty: 844.772949
	Iteration 31Q: 3 clusters Score -394651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -394656.000000 Penalty: 844.772949
	Iteration 32Q: 3 clusters Score -394656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -394656.125000 Penalty: 844.772949
	Iteration 33Q: 3 clusters Score -394656.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -394656.156250 Penalty: 844.772949
	Iteration 34Q: 3 clusters Score -394656.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -394657.125000 Penalty: 844.772949
	Iteration 35Q: 3 clusters Score -394657.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -394657.156250 Penalty: 844.772949
	Iteration 36Q: 3 clusters Score -394657.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -394658.031250 Penalty: 844.772949
	Iteration 37Q: 3 clusters Score -394658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -394657.875000 Penalty: 844.772949
	Iteration 38Q: 3 clusters Score -394657.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -394657.281250 Penalty: 844.772949
	Iteration 39Q: 3 clusters Score -394657.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -394657.968750 Penalty: 844.772949
	Iteration 40F: 3 clusters Score -394658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -394657.687500 Penalty: 844.772949
	Iteration 41Q: 3 clusters Score -394657.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -394657.687500 Penalty: 844.772949
	Iteration 42F: 3 clusters Score -394657.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Entering Unmasked Estep 
Score: -106836.937500 Penalty: 363.059906
	Iteration 0F: 2 clusters Score -106836.9 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 1463 members 
Entering Unmasked Estep 
Score: -104772.187500 Penalty: 726.119812
	Iteration 0F: 3 clusters Score -104772.2 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -105506.906250 Penalty: 726.119812
	Iteration 1F: 3 clusters Score -105506.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -105583.687500 Penalty: 726.119812
	Iteration 2F: 3 clusters Score -105583.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -105643.500000 Penalty: 726.119812
	Iteration 3Q: 3 clusters Score -105643.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -105713.320312 Penalty: 726.119812
	Iteration 4Q: 3 clusters Score -105713.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -105797.531250 Penalty: 726.119812
	Iteration 5Q: 3 clusters Score -105797.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -105925.351562 Penalty: 726.119812
	Iteration 6F: 3 clusters Score -105925.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -106102.484375 Penalty: 726.119812
	Iteration 7F: 3 clusters Score -106102.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -106215.742188 Penalty: 726.119812
	Iteration 8Q: 3 clusters Score -106215.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -106334.281250 Penalty: 726.119812
	Iteration 9Q: 3 clusters Score -106334.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -106419.210938 Penalty: 726.119812
	Iteration 10Q: 3 clusters Score -106419.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -106468.906250 Penalty: 726.119812
	Iteration 11Q: 3 clusters Score -106468.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -106506.867188 Penalty: 726.119812
	Iteration 12Q: 3 clusters Score -106506.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -106534.843750 Penalty: 726.119812
	Iteration 13Q: 3 clusters Score -106534.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -106558.234375 Penalty: 726.119812
	Iteration 14Q: 3 clusters Score -106558.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -106575.398438 Penalty: 726.119812
	Iteration 15Q: 3 clusters Score -106575.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -106588.570312 Penalty: 726.119812
	Iteration 16Q: 3 clusters Score -106588.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -106601.359375 Penalty: 726.119812
	Iteration 17Q: 3 clusters Score -106601.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -106609.320312 Penalty: 726.119812
	Iteration 18Q: 3 clusters Score -106609.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -106617.945312 Penalty: 726.119812
	Iteration 19Q: 3 clusters Score -106617.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -106625.984375 Penalty: 726.119812
	Iteration 20F: 3 clusters Score -106626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -106635.937500 Penalty: 726.119812
	Iteration 21Q: 3 clusters Score -106635.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -106646.484375 Penalty: 726.119812
	Iteration 22Q: 3 clusters Score -106646.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -106659.015625 Penalty: 726.119812
	Iteration 23Q: 3 clusters Score -106659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -106670.929688 Penalty: 726.119812
	Iteration 24Q: 3 clusters Score -106670.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -106690.468750 Penalty: 726.119812
	Iteration 25Q: 3 clusters Score -106690.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -106702.296875 Penalty: 726.119812
	Iteration 26Q: 3 clusters Score -106702.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -106712.234375 Penalty: 726.119812
	Iteration 27Q: 3 clusters Score -106712.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -106724.460938 Penalty: 726.119812
	Iteration 28Q: 3 clusters Score -106724.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -106730.218750 Penalty: 726.119812
	Iteration 29Q: 3 clusters Score -106730.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -106736.171875 Penalty: 726.119812
	Iteration 30Q: 3 clusters Score -106736.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -106742.046875 Penalty: 726.119812
	Iteration 31Q: 3 clusters Score -106742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -106744.632812 Penalty: 726.119812
	Iteration 32Q: 3 clusters Score -106744.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -106745.531250 Penalty: 726.119812
	Iteration 33Q: 3 clusters Score -106745.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -106746.664062 Penalty: 726.119812
	Iteration 34Q: 3 clusters Score -106746.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -106747.187500 Penalty: 726.119812
	Iteration 35Q: 3 clusters Score -106747.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -106747.445312 Penalty: 726.119812
	Iteration 36Q: 3 clusters Score -106747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -106747.437500 Penalty: 726.119812
	Iteration 37Q: 3 clusters Score -106747.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -106747.437500 Penalty: 726.119812
	Iteration 38Q: 3 clusters Score -106747.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -106747.437500 Penalty: 726.119812
	Iteration 39F: 3 clusters Score -106747.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Entering Unmasked Estep 
Score: -649429.625000 Penalty: 445.809723
	Iteration 0F: 2 clusters Score -649429.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -637390.937500 Penalty: 891.619446
	Iteration 0F: 3 clusters Score -637390.9 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -642218.500000 Penalty: 891.619446
	Iteration 1F: 3 clusters Score -642218.5 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -642537.750000 Penalty: 891.619446
	Iteration 2Q: 3 clusters Score -642537.8 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -642981.312500 Penalty: 891.619446
	Iteration 3F: 3 clusters Score -642981.3 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -643600.187500 Penalty: 891.619446
	Iteration 4F: 3 clusters Score -643600.2 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -644471.187500 Penalty: 891.619446
	Iteration 5F: 3 clusters Score -644471.2 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -645416.312500 Penalty: 891.619446
	Iteration 6F: 3 clusters Score -645416.3 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -646282.562500 Penalty: 891.619446
	Iteration 7F: 3 clusters Score -646282.6 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -646833.312500 Penalty: 891.619446
	Iteration 8F: 3 clusters Score -646833.3 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -647165.250000 Penalty: 891.619446
	Iteration 9Q: 3 clusters Score -647165.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -647366.312500 Penalty: 891.619446
	Iteration 10Q: 3 clusters Score -647366.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -647490.625000 Penalty: 891.619446
	Iteration 11Q: 3 clusters Score -647490.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -647573.875000 Penalty: 891.619446
	Iteration 12Q: 3 clusters Score -647573.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -647630.312500 Penalty: 891.619446
	Iteration 13Q: 3 clusters Score -647630.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -647679.375000 Penalty: 891.619446
	Iteration 14Q: 3 clusters Score -647679.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -647730.437500 Penalty: 891.619446
	Iteration 15Q: 3 clusters Score -647730.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -647788.000000 Penalty: 891.619446
	Iteration 16Q: 3 clusters Score -647788 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -647864.687500 Penalty: 891.619446
	Iteration 17Q: 3 clusters Score -647864.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -647937.312500 Penalty: 891.619446
	Iteration 18Q: 3 clusters Score -647937.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -648000.625000 Penalty: 891.619446
	Iteration 19Q: 3 clusters Score -648000.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -648077.312500 Penalty: 891.619446
	Iteration 20F: 3 clusters Score -648077.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -648171.750000 Penalty: 891.619446
	Iteration 21Q: 3 clusters Score -648171.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -648282.812500 Penalty: 891.619446
	Iteration 22Q: 3 clusters Score -648282.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -648383.875000 Penalty: 891.619446
	Iteration 23Q: 3 clusters Score -648383.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -648526.312500 Penalty: 891.619446
	Iteration 24Q: 3 clusters Score -648526.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -648683.437500 Penalty: 891.619446
	Iteration 25Q: 3 clusters Score -648683.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -648818.500000 Penalty: 891.619446
	Iteration 26Q: 3 clusters Score -648818.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -648916.375000 Penalty: 891.619446
	Iteration 27Q: 3 clusters Score -648916.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -648980.500000 Penalty: 891.619446
	Iteration 28Q: 3 clusters Score -648980.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -649028.500000 Penalty: 891.619446
	Iteration 29Q: 3 clusters Score -649028.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -649066.937500 Penalty: 891.619446
	Iteration 30Q: 3 clusters Score -649066.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -649103.000000 Penalty: 891.619446
	Iteration 31Q: 3 clusters Score -649103 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -649130.875000 Penalty: 891.619446
	Iteration 32Q: 3 clusters Score -649130.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -649152.000000 Penalty: 891.619446
	Iteration 33Q: 3 clusters Score -649152 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -649170.937500 Penalty: 891.619446
	Iteration 34Q: 3 clusters Score -649170.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -649188.750000 Penalty: 891.619446
	Iteration 35Q: 3 clusters Score -649188.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -649199.750000 Penalty: 891.619446
	Iteration 36Q: 3 clusters Score -649199.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -649216.062500 Penalty: 891.619446
	Iteration 37Q: 3 clusters Score -649216.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -649231.250000 Penalty: 891.619446
	Iteration 38Q: 3 clusters Score -649231.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -649241.187500 Penalty: 891.619446
	Iteration 39Q: 3 clusters Score -649241.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -649259.500000 Penalty: 891.619446
	Iteration 40F: 3 clusters Score -649259.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -649276.375000 Penalty: 891.619446
	Iteration 41Q: 3 clusters Score -649276.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -649289.125000 Penalty: 891.619446
	Iteration 42Q: 3 clusters Score -649289.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -649296.562500 Penalty: 891.619446
	Iteration 43Q: 3 clusters Score -649296.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -649303.687500 Penalty: 891.619446
	Iteration 44Q: 3 clusters Score -649303.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -649309.125000 Penalty: 891.619446
	Iteration 45Q: 3 clusters Score -649309.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -649314.500000 Penalty: 891.619446
	Iteration 46Q: 3 clusters Score -649314.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -649317.875000 Penalty: 891.619446
	Iteration 47Q: 3 clusters Score -649317.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -649321.062500 Penalty: 891.619446
	Iteration 48Q: 3 clusters Score -649321.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -649322.125000 Penalty: 891.619446
	Iteration 49Q: 3 clusters Score -649322.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -649321.750000 Penalty: 891.619446
	Iteration 50Q: 3 clusters Score -649321.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -649323.625000 Penalty: 891.619446
	Iteration 51Q: 3 clusters Score -649323.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -649324.625000 Penalty: 891.619446
	Iteration 52Q: 3 clusters Score -649324.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -649327.375000 Penalty: 891.619446
	Iteration 53Q: 3 clusters Score -649327.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -649328.312500 Penalty: 891.619446
	Iteration 54Q: 3 clusters Score -649328.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -649330.937500 Penalty: 891.619446
	Iteration 55Q: 3 clusters Score -649330.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -649339.125000 Penalty: 891.619446
	Iteration 56Q: 3 clusters Score -649339.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -649343.562500 Penalty: 891.619446
	Iteration 57Q: 3 clusters Score -649343.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -649345.187500 Penalty: 891.619446
	Iteration 58Q: 3 clusters Score -649345.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -649345.625000 Penalty: 891.619446
	Iteration 59Q: 3 clusters Score -649345.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -649346.250000 Penalty: 891.619446
	Iteration 60F: 3 clusters Score -649346.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -649346.937500 Penalty: 891.619446
	Iteration 61Q: 3 clusters Score -649346.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -649347.125000 Penalty: 891.619446
	Iteration 62Q: 3 clusters Score -649347.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -649346.437500 Penalty: 891.619446
	Iteration 63Q: 3 clusters Score -649346.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -649347.250000 Penalty: 891.619446
	Iteration 64Q: 3 clusters Score -649347.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -649347.750000 Penalty: 891.619446
	Iteration 65Q: 3 clusters Score -649347.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -649347.750000 Penalty: 891.619446
	Iteration 66F: 3 clusters Score -649347.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Entering Unmasked Estep 
Score: -528889.812500 Penalty: 436.880737
	Iteration 0F: 2 clusters Score -528889.8 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 7373 members 
Entering Unmasked Estep 
Score: -519073.343750 Penalty: 873.761475
	Iteration 0F: 3 clusters Score -519073.3 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -523338.406250 Penalty: 873.761475
	Iteration 1F: 3 clusters Score -523338.4 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -523703.812500 Penalty: 873.761475
	Iteration 2Q: 3 clusters Score -523703.8 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -524033.593750 Penalty: 873.761475
	Iteration 3F: 3 clusters Score -524033.6 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -524355.625000 Penalty: 873.761475
	Iteration 4F: 3 clusters Score -524355.6 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -524768.437500 Penalty: 873.761475
	Iteration 5F: 3 clusters Score -524768.4 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -525260.187500 Penalty: 873.761475
	Iteration 6F: 3 clusters Score -525260.2 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -525847.937500 Penalty: 873.761475
	Iteration 7F: 3 clusters Score -525847.9 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -526449.062500 Penalty: 873.761475
	Iteration 8F: 3 clusters Score -526449.1 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -527014.250000 Penalty: 873.761475
	Iteration 9F: 3 clusters Score -527014.2 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -527497.937500 Penalty: 873.761475
	Iteration 10Q: 3 clusters Score -527497.9 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -527845.437500 Penalty: 873.761475
	Iteration 11Q: 3 clusters Score -527845.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -528079.937500 Penalty: 873.761475
	Iteration 12Q: 3 clusters Score -528079.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -528231.250000 Penalty: 873.761475
	Iteration 13Q: 3 clusters Score -528231.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -528303.812500 Penalty: 873.761475
	Iteration 14Q: 3 clusters Score -528303.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -528346.000000 Penalty: 873.761475
	Iteration 15Q: 3 clusters Score -528346 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -528368.375000 Penalty: 873.761475
	Iteration 16Q: 3 clusters Score -528368.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -528382.062500 Penalty: 873.761475
	Iteration 17Q: 3 clusters Score -528382.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -528389.312500 Penalty: 873.761475
	Iteration 18Q: 3 clusters Score -528389.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -528394.562500 Penalty: 873.761475
	Iteration 19Q: 3 clusters Score -528394.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -528394.000000 Penalty: 873.761475
	Iteration 20F: 3 clusters Score -528394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -528396.500000 Penalty: 873.761475
	Iteration 21Q: 3 clusters Score -528396.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -528397.625000 Penalty: 873.761475
	Iteration 22Q: 3 clusters Score -528397.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -528397.812500 Penalty: 873.761475
	Iteration 23Q: 3 clusters Score -528397.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -528399.562500 Penalty: 873.761475
	Iteration 24Q: 3 clusters Score -528399.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -528400.375000 Penalty: 873.761475
	Iteration 25Q: 3 clusters Score -528400.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -528402.687500 Penalty: 873.761475
	Iteration 26Q: 3 clusters Score -528402.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -528402.437500 Penalty: 873.761475
	Iteration 27Q: 3 clusters Score -528402.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -528404.250000 Penalty: 873.761475
	Iteration 28Q: 3 clusters Score -528404.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -528405.875000 Penalty: 873.761475
	Iteration 29Q: 3 clusters Score -528405.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -528406.000000 Penalty: 873.761475
	Iteration 30Q: 3 clusters Score -528406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -528407.500000 Penalty: 873.761475
	Iteration 31Q: 3 clusters Score -528407.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -528407.687500 Penalty: 873.761475
	Iteration 32Q: 3 clusters Score -528407.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -528410.250000 Penalty: 873.761475
	Iteration 33Q: 3 clusters Score -528410.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -528409.562500 Penalty: 873.761475
	Iteration 34Q: 3 clusters Score -528409.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -528410.062500 Penalty: 873.761475
	Iteration 35Q: 3 clusters Score -528410.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -528409.875000 Penalty: 873.761475
	Iteration 36Q: 3 clusters Score -528409.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -528410.375000 Penalty: 873.761475
	Iteration 37Q: 3 clusters Score -528410.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -528410.062500 Penalty: 873.761475
	Iteration 38Q: 3 clusters Score -528410.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -528410.062500 Penalty: 873.761475
	Iteration 39Q: 3 clusters Score -528410.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -528410.375000 Penalty: 873.761475
	Iteration 40F: 3 clusters Score -528410.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -528409.250000 Penalty: 873.761475
	Iteration 41Q: 3 clusters Score -528409.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -528409.937500 Penalty: 873.761475
	Iteration 42Q: 3 clusters Score -528409.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -528409.875000 Penalty: 873.761475
	Iteration 43Q: 3 clusters Score -528409.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -528410.125000 Penalty: 873.761475
	Iteration 44Q: 3 clusters Score -528410.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -528410.250000 Penalty: 873.761475
	Iteration 45Q: 3 clusters Score -528410.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -528410.000000 Penalty: 873.761475
	Iteration 46Q: 3 clusters Score -528410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -528410.375000 Penalty: 873.761475
	Iteration 47Q: 3 clusters Score -528410.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -528409.812500 Penalty: 873.761475
	Iteration 48Q: 3 clusters Score -528409.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -528410.812500 Penalty: 873.761475
	Iteration 49Q: 3 clusters Score -528410.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -528411.562500 Penalty: 873.761475
	Iteration 50Q: 3 clusters Score -528411.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -528413.625000 Penalty: 873.761475
	Iteration 51Q: 3 clusters Score -528413.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -528413.062500 Penalty: 873.761475
	Iteration 52Q: 3 clusters Score -528413.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -528411.875000 Penalty: 873.761475
	Iteration 53Q: 3 clusters Score -528411.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -528413.000000 Penalty: 873.761475
	Iteration 54Q: 3 clusters Score -528413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -528414.187500 Penalty: 873.761475
	Iteration 55Q: 3 clusters Score -528414.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -528413.250000 Penalty: 873.761475
	Iteration 56Q: 3 clusters Score -528413.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -528414.250000 Penalty: 873.761475
	Iteration 57Q: 3 clusters Score -528414.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -528415.375000 Penalty: 873.761475
	Iteration 58Q: 3 clusters Score -528415.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -528415.562500 Penalty: 873.761475
	Iteration 59Q: 3 clusters Score -528415.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -528415.812500 Penalty: 873.761475
	Iteration 60F: 3 clusters Score -528415.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -528416.312500 Penalty: 873.761475
	Iteration 61Q: 3 clusters Score -528416.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -528416.187500 Penalty: 873.761475
	Iteration 62Q: 3 clusters Score -528416.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -528415.125000 Penalty: 873.761475
	Iteration 63Q: 3 clusters Score -528415.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -528415.062500 Penalty: 873.761475
	Iteration 64Q: 3 clusters Score -528415.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -528415.062500 Penalty: 873.761475
	Iteration 65F: 3 clusters Score -528415.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Entering Unmasked Estep 
Score: -124936.593750 Penalty: 370.424133
	Iteration 0F: 2 clusters Score -124936.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -122615.875000 Penalty: 740.848267
	Iteration 0F: 3 clusters Score -122615.9 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -123532.265625 Penalty: 740.848267
	Iteration 1F: 3 clusters Score -123532.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -123751.156250 Penalty: 740.848267
	Iteration 2F: 3 clusters Score -123751.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -123983.234375 Penalty: 740.848267
	Iteration 3F: 3 clusters Score -123983.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -124185.710938 Penalty: 740.848267
	Iteration 4F: 3 clusters Score -124185.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -124318.171875 Penalty: 740.848267
	Iteration 5F: 3 clusters Score -124318.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -124429.750000 Penalty: 740.848267
	Iteration 6Q: 3 clusters Score -124429.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -124530.101562 Penalty: 740.848267
	Iteration 7Q: 3 clusters Score -124530.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -124627.382812 Penalty: 740.848267
	Iteration 8Q: 3 clusters Score -124627.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -124721.015625 Penalty: 740.848267
	Iteration 9Q: 3 clusters Score -124721 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -124782.117188 Penalty: 740.848267
	Iteration 10Q: 3 clusters Score -124782.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -124797.234375 Penalty: 740.848267
	Iteration 11Q: 3 clusters Score -124797.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -124805.867188 Penalty: 740.848267
	Iteration 12Q: 3 clusters Score -124805.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -124811.664062 Penalty: 740.848267
	Iteration 13Q: 3 clusters Score -124811.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -124815.742188 Penalty: 740.848267
	Iteration 14Q: 3 clusters Score -124815.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -124818.093750 Penalty: 740.848267
	Iteration 15Q: 3 clusters Score -124818.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -124818.515625 Penalty: 740.848267
	Iteration 16Q: 3 clusters Score -124818.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -124818.664062 Penalty: 740.848267
	Iteration 17Q: 3 clusters Score -124818.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -124818.664062 Penalty: 740.848267
	Iteration 18F: 3 clusters Score -124818.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Entering Unmasked Estep 
Score: -124089.062500 Penalty: 371.833496
	Iteration 0F: 2 clusters Score -124089.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -121660.289062 Penalty: 743.666992
	Iteration 0F: 3 clusters Score -121660.3 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -122628.476562 Penalty: 743.666992
	Iteration 1F: 3 clusters Score -122628.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -122825.093750 Penalty: 743.666992
	Iteration 2F: 3 clusters Score -122825.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -123016.796875 Penalty: 743.666992
	Iteration 3F: 3 clusters Score -123016.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -123173.046875 Penalty: 743.666992
	Iteration 4F: 3 clusters Score -123173 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -123267.820312 Penalty: 743.666992
	Iteration 5F: 3 clusters Score -123267.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -123334.617188 Penalty: 743.666992
	Iteration 6Q: 3 clusters Score -123334.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -123387.640625 Penalty: 743.666992
	Iteration 7Q: 3 clusters Score -123387.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -123436.226562 Penalty: 743.666992
	Iteration 8Q: 3 clusters Score -123436.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -123468.500000 Penalty: 743.666992
	Iteration 9Q: 3 clusters Score -123468.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -123496.000000 Penalty: 743.666992
	Iteration 10Q: 3 clusters Score -123496 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -123520.960938 Penalty: 743.666992
	Iteration 11Q: 3 clusters Score -123521 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -123546.171875 Penalty: 743.666992
	Iteration 12Q: 3 clusters Score -123546.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -123568.242188 Penalty: 743.666992
	Iteration 13Q: 3 clusters Score -123568.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -123603.734375 Penalty: 743.666992
	Iteration 14Q: 3 clusters Score -123603.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -123640.804688 Penalty: 743.666992
	Iteration 15Q: 3 clusters Score -123640.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -123671.960938 Penalty: 743.666992
	Iteration 16Q: 3 clusters Score -123672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -123699.937500 Penalty: 743.666992
	Iteration 17Q: 3 clusters Score -123699.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -123730.679688 Penalty: 743.666992
	Iteration 18Q: 3 clusters Score -123730.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -123783.171875 Penalty: 743.666992
	Iteration 19Q: 3 clusters Score -123783.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -123821.046875 Penalty: 743.666992
	Iteration 20F: 3 clusters Score -123821 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -123867.320312 Penalty: 743.666992
	Iteration 21Q: 3 clusters Score -123867.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -123914.820312 Penalty: 743.666992
	Iteration 22Q: 3 clusters Score -123914.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -123939.601562 Penalty: 743.666992
	Iteration 23Q: 3 clusters Score -123939.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -123961.882812 Penalty: 743.666992
	Iteration 24Q: 3 clusters Score -123961.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -123983.164062 Penalty: 743.666992
	Iteration 25Q: 3 clusters Score -123983.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -124004.296875 Penalty: 743.666992
	Iteration 26Q: 3 clusters Score -124004.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -124022.078125 Penalty: 743.666992
	Iteration 27Q: 3 clusters Score -124022.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -124038.289062 Penalty: 743.666992
	Iteration 28Q: 3 clusters Score -124038.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -124052.421875 Penalty: 743.666992
	Iteration 29Q: 3 clusters Score -124052.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -124059.828125 Penalty: 743.666992
	Iteration 30Q: 3 clusters Score -124059.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -124067.234375 Penalty: 743.666992
	Iteration 31Q: 3 clusters Score -124067.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -124071.140625 Penalty: 743.666992
	Iteration 32Q: 3 clusters Score -124071.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -124075.929688 Penalty: 743.666992
	Iteration 33Q: 3 clusters Score -124075.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -124080.023438 Penalty: 743.666992
	Iteration 34Q: 3 clusters Score -124080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -124082.171875 Penalty: 743.666992
	Iteration 35Q: 3 clusters Score -124082.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -124082.531250 Penalty: 743.666992
	Iteration 36Q: 3 clusters Score -124082.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -124083.296875 Penalty: 743.666992
	Iteration 37Q: 3 clusters Score -124083.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -124083.859375 Penalty: 743.666992
	Iteration 38Q: 3 clusters Score -124083.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -124084.710938 Penalty: 743.666992
	Iteration 39Q: 3 clusters Score -124084.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -124084.906250 Penalty: 743.666992
	Iteration 40F: 3 clusters Score -124084.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -124085.015625 Penalty: 743.666992
	Iteration 41Q: 3 clusters Score -124085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -124086.437500 Penalty: 743.666992
	Iteration 42Q: 3 clusters Score -124086.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -124086.617188 Penalty: 743.666992
	Iteration 43Q: 3 clusters Score -124086.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -124086.617188 Penalty: 743.666992
	Iteration 44F: 3 clusters Score -124086.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -26840.125000 Penalty: 302.410767
	Iteration 0F: 2 clusters Score -26840.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -26191.875000 Penalty: 604.821533
	Iteration 0F: 3 clusters Score -26191.88 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -26412.851562 Penalty: 604.821533
	Iteration 1F: 3 clusters Score -26412.85 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -26472.533203 Penalty: 604.821533
	Iteration 2F: 3 clusters Score -26472.53 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -26512.720703 Penalty: 604.821533
	Iteration 3F: 3 clusters Score -26512.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -26531.734375 Penalty: 604.821533
	Iteration 4Q: 3 clusters Score -26531.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -26539.712891 Penalty: 604.821533
	Iteration 5Q: 3 clusters Score -26539.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -26545.837891 Penalty: 604.821533
	Iteration 6Q: 3 clusters Score -26545.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -26550.199219 Penalty: 604.821533
	Iteration 7Q: 3 clusters Score -26550.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -26554.039062 Penalty: 604.821533
	Iteration 8Q: 3 clusters Score -26554.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -26558.539062 Penalty: 604.821533
	Iteration 9Q: 3 clusters Score -26558.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -26563.009766 Penalty: 604.821533
	Iteration 10Q: 3 clusters Score -26563.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -26564.490234 Penalty: 604.821533
	Iteration 11Q: 3 clusters Score -26564.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -26564.687500 Penalty: 604.821533
	Iteration 12Q: 3 clusters Score -26564.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -26564.687500 Penalty: 604.821533
	Iteration 13F: 3 clusters Score -26564.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Entering Unmasked Estep 
Score: -288066.875000 Penalty: 407.237457
	Iteration 0F: 2 clusters Score -288066.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -282885.531250 Penalty: 814.474915
	Iteration 0F: 3 clusters Score -282885.5 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -285186.406250 Penalty: 814.474915
	Iteration 1F: 3 clusters Score -285186.4 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -285632.156250 Penalty: 814.474915
	Iteration 2F: 3 clusters Score -285632.2 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -286243.406250 Penalty: 814.474915
	Iteration 3F: 3 clusters Score -286243.4 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -286820.906250 Penalty: 814.474915
	Iteration 4F: 3 clusters Score -286820.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -287233.000000 Penalty: 814.474915
	Iteration 5F: 3 clusters Score -287233 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -287481.906250 Penalty: 814.474915
	Iteration 6Q: 3 clusters Score -287481.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -287603.187500 Penalty: 814.474915
	Iteration 7Q: 3 clusters Score -287603.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -287665.062500 Penalty: 814.474915
	Iteration 8Q: 3 clusters Score -287665.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -287682.968750 Penalty: 814.474915
	Iteration 9Q: 3 clusters Score -287683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -287686.812500 Penalty: 814.474915
	Iteration 10Q: 3 clusters Score -287686.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -287688.125000 Penalty: 814.474915
	Iteration 11Q: 3 clusters Score -287688.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -287691.593750 Penalty: 814.474915
	Iteration 12Q: 3 clusters Score -287691.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -287691.593750 Penalty: 814.474915
	Iteration 13F: 3 clusters Score -287691.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (69 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Entering Unmasked Estep 
Score: -1565.033813 Penalty: 192.651840
	Iteration 0F: 2 clusters Score -1565.034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1397.709106 Penalty: 385.303680
	Iteration 0F: 3 clusters Score -1397.709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -1443.490601 Penalty: 385.303680
	Iteration 1F: 3 clusters Score -1443.491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1458.701782 Penalty: 385.303680
	Iteration 2F: 3 clusters Score -1458.702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Entering Unmasked Estep 
Score: -733578.937500 Penalty: 447.815125
	Iteration 0F: 2 clusters Score -733578.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -721050.562500 Penalty: 895.630249
	Iteration 0F: 3 clusters Score -721050.6 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -726142.500000 Penalty: 895.630249
	Iteration 1F: 3 clusters Score -726142.5 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -726408.250000 Penalty: 895.630249
	Iteration 2Q: 3 clusters Score -726408.2 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -726683.250000 Penalty: 895.630249
	Iteration 3Q: 3 clusters Score -726683.2 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -727009.062500 Penalty: 895.630249
	Iteration 4Q: 3 clusters Score -727009.1 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -727438.750000 Penalty: 895.630249
	Iteration 5Q: 3 clusters Score -727438.8 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -728057.750000 Penalty: 895.630249
	Iteration 6F: 3 clusters Score -728057.8 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -728890.937500 Penalty: 895.630249
	Iteration 7F: 3 clusters Score -728890.9 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -729764.437500 Penalty: 895.630249
	Iteration 8F: 3 clusters Score -729764.4 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -730509.750000 Penalty: 895.630249
	Iteration 9Q: 3 clusters Score -730509.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -730968.562500 Penalty: 895.630249
	Iteration 10Q: 3 clusters Score -730968.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -731276.875000 Penalty: 895.630249
	Iteration 11Q: 3 clusters Score -731276.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -731536.750000 Penalty: 895.630249
	Iteration 12Q: 3 clusters Score -731536.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -731783.687500 Penalty: 895.630249
	Iteration 13Q: 3 clusters Score -731783.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -732015.937500 Penalty: 895.630249
	Iteration 14Q: 3 clusters Score -732015.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -732253.625000 Penalty: 895.630249
	Iteration 15Q: 3 clusters Score -732253.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -732456.125000 Penalty: 895.630249
	Iteration 16Q: 3 clusters Score -732456.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -732645.562500 Penalty: 895.630249
	Iteration 17Q: 3 clusters Score -732645.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -732796.187500 Penalty: 895.630249
	Iteration 18Q: 3 clusters Score -732796.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -732922.062500 Penalty: 895.630249
	Iteration 19Q: 3 clusters Score -732922.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -733005.062500 Penalty: 895.630249
	Iteration 20F: 3 clusters Score -733005.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -733048.312500 Penalty: 895.630249
	Iteration 21Q: 3 clusters Score -733048.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -733079.687500 Penalty: 895.630249
	Iteration 22Q: 3 clusters Score -733079.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -733109.750000 Penalty: 895.630249
	Iteration 23Q: 3 clusters Score -733109.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -733133.937500 Penalty: 895.630249
	Iteration 24Q: 3 clusters Score -733133.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -733147.687500 Penalty: 895.630249
	Iteration 25Q: 3 clusters Score -733147.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -733165.375000 Penalty: 895.630249
	Iteration 26Q: 3 clusters Score -733165.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -733172.375000 Penalty: 895.630249
	Iteration 27Q: 3 clusters Score -733172.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -733171.937500 Penalty: 895.630249
	Iteration 28Q: 3 clusters Score -733171.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -733174.250000 Penalty: 895.630249
	Iteration 29Q: 3 clusters Score -733174.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -733176.062500 Penalty: 895.630249
	Iteration 30Q: 3 clusters Score -733176.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -733179.750000 Penalty: 895.630249
	Iteration 31Q: 3 clusters Score -733179.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -733183.125000 Penalty: 895.630249
	Iteration 32Q: 3 clusters Score -733183.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -733186.500000 Penalty: 895.630249
	Iteration 33Q: 3 clusters Score -733186.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -733189.000000 Penalty: 895.630249
	Iteration 34Q: 3 clusters Score -733189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -733192.187500 Penalty: 895.630249
	Iteration 35Q: 3 clusters Score -733192.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -733197.000000 Penalty: 895.630249
	Iteration 36Q: 3 clusters Score -733197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -733198.687500 Penalty: 895.630249
	Iteration 37Q: 3 clusters Score -733198.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -733199.750000 Penalty: 895.630249
	Iteration 38Q: 3 clusters Score -733199.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -733201.312500 Penalty: 895.630249
	Iteration 39Q: 3 clusters Score -733201.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -733201.312500 Penalty: 895.630249
	Iteration 40F: 3 clusters Score -733201.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Entering Unmasked Estep 
Score: -184966.671875 Penalty: 389.795563
	Iteration 0F: 2 clusters Score -184966.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -181503.187500 Penalty: 779.591125
	Iteration 0F: 3 clusters Score -181503.2 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -182929.343750 Penalty: 779.591125
	Iteration 1F: 3 clusters Score -182929.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -183108.171875 Penalty: 779.591125
	Iteration 2F: 3 clusters Score -183108.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -183331.296875 Penalty: 779.591125
	Iteration 3F: 3 clusters Score -183331.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -183545.250000 Penalty: 779.591125
	Iteration 4F: 3 clusters Score -183545.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -183728.734375 Penalty: 779.591125
	Iteration 5Q: 3 clusters Score -183728.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -183849.812500 Penalty: 779.591125
	Iteration 6Q: 3 clusters Score -183849.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -183914.921875 Penalty: 779.591125
	Iteration 7Q: 3 clusters Score -183914.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -183946.703125 Penalty: 779.591125
	Iteration 8Q: 3 clusters Score -183946.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -183964.296875 Penalty: 779.591125
	Iteration 9Q: 3 clusters Score -183964.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -183974.109375 Penalty: 779.591125
	Iteration 10Q: 3 clusters Score -183974.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -183981.703125 Penalty: 779.591125
	Iteration 11Q: 3 clusters Score -183981.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -183986.046875 Penalty: 779.591125
	Iteration 12Q: 3 clusters Score -183986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -183988.812500 Penalty: 779.591125
	Iteration 13Q: 3 clusters Score -183988.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -183994.796875 Penalty: 779.591125
	Iteration 14Q: 3 clusters Score -183994.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -184003.296875 Penalty: 779.591125
	Iteration 15Q: 3 clusters Score -184003.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -184011.812500 Penalty: 779.591125
	Iteration 16Q: 3 clusters Score -184011.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -184018.359375 Penalty: 779.591125
	Iteration 17Q: 3 clusters Score -184018.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -184026.812500 Penalty: 779.591125
	Iteration 18Q: 3 clusters Score -184026.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -184033.531250 Penalty: 779.591125
	Iteration 19Q: 3 clusters Score -184033.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -184038.359375 Penalty: 779.591125
	Iteration 20F: 3 clusters Score -184038.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -184042.781250 Penalty: 779.591125
	Iteration 21Q: 3 clusters Score -184042.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -184048.296875 Penalty: 779.591125
	Iteration 22Q: 3 clusters Score -184048.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -184056.312500 Penalty: 779.591125
	Iteration 23Q: 3 clusters Score -184056.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -184070.515625 Penalty: 779.591125
	Iteration 24Q: 3 clusters Score -184070.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -184095.265625 Penalty: 779.591125
	Iteration 25Q: 3 clusters Score -184095.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -184149.312500 Penalty: 779.591125
	Iteration 26Q: 3 clusters Score -184149.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -184238.812500 Penalty: 779.591125
	Iteration 27Q: 3 clusters Score -184238.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -184356.343750 Penalty: 779.591125
	Iteration 28Q: 3 clusters Score -184356.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -184509.843750 Penalty: 779.591125
	Iteration 29Q: 3 clusters Score -184509.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -184647.562500 Penalty: 779.591125
	Iteration 30Q: 3 clusters Score -184647.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -184744.390625 Penalty: 779.591125
	Iteration 31Q: 3 clusters Score -184744.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -184812.203125 Penalty: 779.591125
	Iteration 32Q: 3 clusters Score -184812.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -184861.562500 Penalty: 779.591125
	Iteration 33Q: 3 clusters Score -184861.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -184891.953125 Penalty: 779.591125
	Iteration 34Q: 3 clusters Score -184892 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -184910.375000 Penalty: 779.591125
	Iteration 35Q: 3 clusters Score -184910.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -184921.437500 Penalty: 779.591125
	Iteration 36Q: 3 clusters Score -184921.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -184931.578125 Penalty: 779.591125
	Iteration 37Q: 3 clusters Score -184931.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -184938.125000 Penalty: 779.591125
	Iteration 38Q: 3 clusters Score -184938.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -184942.906250 Penalty: 779.591125
	Iteration 39Q: 3 clusters Score -184942.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -184947.421875 Penalty: 779.591125
	Iteration 40F: 3 clusters Score -184947.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -184955.921875 Penalty: 779.591125
	Iteration 41Q: 3 clusters Score -184955.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -184963.203125 Penalty: 779.591125
	Iteration 42Q: 3 clusters Score -184963.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -184971.109375 Penalty: 779.591125
	Iteration 43Q: 3 clusters Score -184971.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -184980.093750 Penalty: 779.591125
	Iteration 44Q: 3 clusters Score -184980.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -184987.671875 Penalty: 779.591125
	Iteration 45Q: 3 clusters Score -184987.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -184992.890625 Penalty: 779.591125
	Iteration 46Q: 3 clusters Score -184992.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -184997.187500 Penalty: 779.591125
	Iteration 47Q: 3 clusters Score -184997.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -185000.718750 Penalty: 779.591125
	Iteration 48Q: 3 clusters Score -185000.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -185004.625000 Penalty: 779.591125
	Iteration 49Q: 3 clusters Score -185004.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -185009.265625 Penalty: 779.591125
	Iteration 50Q: 3 clusters Score -185009.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -185014.125000 Penalty: 779.591125
	Iteration 51Q: 3 clusters Score -185014.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -185016.687500 Penalty: 779.591125
	Iteration 52Q: 3 clusters Score -185016.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -185020.359375 Penalty: 779.591125
	Iteration 53Q: 3 clusters Score -185020.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -185022.984375 Penalty: 779.591125
	Iteration 54Q: 3 clusters Score -185023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -185027.843750 Penalty: 779.591125
	Iteration 55Q: 3 clusters Score -185027.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -185032.578125 Penalty: 779.591125
	Iteration 56Q: 3 clusters Score -185032.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -185036.843750 Penalty: 779.591125
	Iteration 57Q: 3 clusters Score -185036.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -185041.546875 Penalty: 779.591125
	Iteration 58Q: 3 clusters Score -185041.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -185047.531250 Penalty: 779.591125
	Iteration 59Q: 3 clusters Score -185047.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -185055.328125 Penalty: 779.591125
	Iteration 60F: 3 clusters Score -185055.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -185061.484375 Penalty: 779.591125
	Iteration 61Q: 3 clusters Score -185061.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -185065.546875 Penalty: 779.591125
	Iteration 62Q: 3 clusters Score -185065.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -185069.156250 Penalty: 779.591125
	Iteration 63Q: 3 clusters Score -185069.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -185071.921875 Penalty: 779.591125
	Iteration 64Q: 3 clusters Score -185071.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -185072.687500 Penalty: 779.591125
	Iteration 65Q: 3 clusters Score -185072.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -185074.625000 Penalty: 779.591125
	Iteration 66Q: 3 clusters Score -185074.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -185076.031250 Penalty: 779.591125
	Iteration 67Q: 3 clusters Score -185076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -185076.718750 Penalty: 779.591125
	Iteration 68Q: 3 clusters Score -185076.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -185078.062500 Penalty: 779.591125
	Iteration 69Q: 3 clusters Score -185078.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -185079.375000 Penalty: 779.591125
	Iteration 70Q: 3 clusters Score -185079.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -185080.218750 Penalty: 779.591125
	Iteration 71Q: 3 clusters Score -185080.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -185080.218750 Penalty: 779.591125
	Iteration 72Q: 3 clusters Score -185080.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -185080.937500 Penalty: 779.591125
	Iteration 73Q: 3 clusters Score -185080.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -185081.750000 Penalty: 779.591125
	Iteration 74Q: 3 clusters Score -185081.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -185082.812500 Penalty: 779.591125
	Iteration 75Q: 3 clusters Score -185082.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -185084.921875 Penalty: 779.591125
	Iteration 76Q: 3 clusters Score -185084.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -185085.984375 Penalty: 779.591125
	Iteration 77Q: 3 clusters Score -185086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -185086.640625 Penalty: 779.591125
	Iteration 78Q: 3 clusters Score -185086.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -185087.046875 Penalty: 779.591125
	Iteration 79Q: 3 clusters Score -185087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -185087.656250 Penalty: 779.591125
	Iteration 80F: 3 clusters Score -185087.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -185088.421875 Penalty: 779.591125
	Iteration 81Q: 3 clusters Score -185088.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -185089.343750 Penalty: 779.591125
	Iteration 82Q: 3 clusters Score -185089.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -185090.234375 Penalty: 779.591125
	Iteration 83Q: 3 clusters Score -185090.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -185090.390625 Penalty: 779.591125
	Iteration 84Q: 3 clusters Score -185090.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -185091.093750 Penalty: 779.591125
	Iteration 85Q: 3 clusters Score -185091.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -185091.406250 Penalty: 779.591125
	Iteration 86Q: 3 clusters Score -185091.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -185091.734375 Penalty: 779.591125
	Iteration 87Q: 3 clusters Score -185091.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -185091.734375 Penalty: 779.591125
	Iteration 88F: 3 clusters Score -185091.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 545789 members 
Mstep: Class 3 contains 7328 members 
Mstep: Class 4 contains 1656 members 
Mstep: Class 5 contains 479774 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 5236 members 
Mstep: Class 8 contains 2048 members 
Mstep: Class 9 contains 2860 members 
Mstep: Class 10 contains 7089 members 
Mstep: Class 11 contains 16133 members 
Mstep: Class 12 contains 3319 members 
Mstep: Class 13 contains 7604 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 1902 members 
Mstep: Class 16 contains 2164 members 
Mstep: Class 17 contains 105470 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10756 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17998 members 
Mstep: Class 22 contains 14791 members 
Mstep: Class 23 contains 3433 members 
Mstep: Class 24 contains 3541 members 
Mstep: Class 25 contains 770 members 
Mstep: Class 26 contains 7710 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 18809 members 
Mstep: Class 29 contains 4014 members 
Mstep: Class 30 contains 1671 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 13052 members 
Mstep: Class 33 contains 7467 members 
Mstep: Class 34 contains 1659 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21794 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 10055 members 
Mstep: Class 39 contains 6801 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 17573 members 
Mstep: Class 42 contains 1241 members 
Entering Unmasked Estep 
Score: -50372560.000000 Penalty: 27027.978516
Splitting cluster 29 changes total score from -50372560.000000 to -50372560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Entering Unmasked Estep 
Score: -60612.968750 Penalty: 337.663574
	Iteration 0F: 2 clusters Score -60612.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -59390.109375 Penalty: 675.327148
	Iteration 0F: 3 clusters Score -59390.11 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -59791.269531 Penalty: 675.327148
	Iteration 1F: 3 clusters Score -59791.27 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -59907.050781 Penalty: 675.327148
	Iteration 2F: 3 clusters Score -59907.05 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -59986.746094 Penalty: 675.327148
	Iteration 3F: 3 clusters Score -59986.75 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -60068.820312 Penalty: 675.327148
	Iteration 4F: 3 clusters Score -60068.82 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -60134.554688 Penalty: 675.327148
	Iteration 5F: 3 clusters Score -60134.55 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -60190.082031 Penalty: 675.327148
	Iteration 6Q: 3 clusters Score -60190.08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -60228.335938 Penalty: 675.327148
	Iteration 7Q: 3 clusters Score -60228.34 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -60263.257812 Penalty: 675.327148
	Iteration 8Q: 3 clusters Score -60263.26 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -60286.089844 Penalty: 675.327148
	Iteration 9Q: 3 clusters Score -60286.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -60301.546875 Penalty: 675.327148
	Iteration 10Q: 3 clusters Score -60301.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -60312.390625 Penalty: 675.327148
	Iteration 11Q: 3 clusters Score -60312.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -60322.281250 Penalty: 675.327148
	Iteration 12Q: 3 clusters Score -60322.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -60328.804688 Penalty: 675.327148
	Iteration 13Q: 3 clusters Score -60328.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -60335.007812 Penalty: 675.327148
	Iteration 14Q: 3 clusters Score -60335.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -60346.300781 Penalty: 675.327148
	Iteration 15Q: 3 clusters Score -60346.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -60359.746094 Penalty: 675.327148
	Iteration 16Q: 3 clusters Score -60359.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -60370.710938 Penalty: 675.327148
	Iteration 17Q: 3 clusters Score -60370.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -60374.347656 Penalty: 675.327148
	Iteration 18Q: 3 clusters Score -60374.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -60377.296875 Penalty: 675.327148
	Iteration 19Q: 3 clusters Score -60377.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -60379.664062 Penalty: 675.327148
	Iteration 20F: 3 clusters Score -60379.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -60381.246094 Penalty: 675.327148
	Iteration 21Q: 3 clusters Score -60381.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -60385.679688 Penalty: 675.327148
	Iteration 22Q: 3 clusters Score -60385.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -60389.617188 Penalty: 675.327148
	Iteration 23Q: 3 clusters Score -60389.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -60395.285156 Penalty: 675.327148
	Iteration 24Q: 3 clusters Score -60395.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -60404.683594 Penalty: 675.327148
	Iteration 25Q: 3 clusters Score -60404.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -60415.679688 Penalty: 675.327148
	Iteration 26Q: 3 clusters Score -60415.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -60421.906250 Penalty: 675.327148
	Iteration 27Q: 3 clusters Score -60421.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -60426.597656 Penalty: 675.327148
	Iteration 28Q: 3 clusters Score -60426.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -60427.898438 Penalty: 675.327148
	Iteration 29Q: 3 clusters Score -60427.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -60428.234375 Penalty: 675.327148
	Iteration 30Q: 3 clusters Score -60428.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -60428.234375 Penalty: 675.327148
	Iteration 31F: 3 clusters Score -60428.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -40818.351562 Penalty: 321.212585
	Iteration 0F: 2 clusters Score -40818.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -39894.902344 Penalty: 642.425171
	Iteration 0F: 3 clusters Score -39894.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -40201.062500 Penalty: 642.425171
	Iteration 1F: 3 clusters Score -40201.06 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -40250.300781 Penalty: 642.425171
	Iteration 2F: 3 clusters Score -40250.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -40283.945312 Penalty: 642.425171
	Iteration 3F: 3 clusters Score -40283.95 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -40323.984375 Penalty: 642.425171
	Iteration 4F: 3 clusters Score -40323.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -40339.476562 Penalty: 642.425171
	Iteration 5Q: 3 clusters Score -40339.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -40346.839844 Penalty: 642.425171
	Iteration 6Q: 3 clusters Score -40346.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -40352.144531 Penalty: 642.425171
	Iteration 7Q: 3 clusters Score -40352.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -40356.886719 Penalty: 642.425171
	Iteration 8Q: 3 clusters Score -40356.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -40360.027344 Penalty: 642.425171
	Iteration 9Q: 3 clusters Score -40360.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -40364.765625 Penalty: 642.425171
	Iteration 10Q: 3 clusters Score -40364.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -40367.718750 Penalty: 642.425171
	Iteration 11Q: 3 clusters Score -40367.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -40367.984375 Penalty: 642.425171
	Iteration 12Q: 3 clusters Score -40367.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -40368.253906 Penalty: 642.425171
	Iteration 13Q: 3 clusters Score -40368.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -40368.253906 Penalty: 642.425171
	Iteration 14F: 3 clusters Score -40368.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Entering Unmasked Estep 
Score: -478173.218750 Penalty: 431.189697
	Iteration 0F: 2 clusters Score -478173.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -469580.906250 Penalty: 862.379395
	Iteration 0F: 3 clusters Score -469580.9 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -473760.250000 Penalty: 862.379395
	Iteration 1F: 3 clusters Score -473760.2 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -474321.187500 Penalty: 862.379395
	Iteration 2F: 3 clusters Score -474321.2 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -474818.687500 Penalty: 862.379395
	Iteration 3F: 3 clusters Score -474818.7 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -475306.656250 Penalty: 862.379395
	Iteration 4F: 3 clusters Score -475306.7 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -475760.593750 Penalty: 862.379395
	Iteration 5F: 3 clusters Score -475760.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -476236.156250 Penalty: 862.379395
	Iteration 6Q: 3 clusters Score -476236.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -476707.843750 Penalty: 862.379395
	Iteration 7Q: 3 clusters Score -476707.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -477082.093750 Penalty: 862.379395
	Iteration 8Q: 3 clusters Score -477082.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -477346.843750 Penalty: 862.379395
	Iteration 9Q: 3 clusters Score -477346.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -477476.968750 Penalty: 862.379395
	Iteration 10Q: 3 clusters Score -477477 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -477553.906250 Penalty: 862.379395
	Iteration 11Q: 3 clusters Score -477553.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -477603.000000 Penalty: 862.379395
	Iteration 12Q: 3 clusters Score -477603 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -477629.906250 Penalty: 862.379395
	Iteration 13Q: 3 clusters Score -477629.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -477645.968750 Penalty: 862.379395
	Iteration 14Q: 3 clusters Score -477646 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -477662.843750 Penalty: 862.379395
	Iteration 15Q: 3 clusters Score -477662.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -477681.125000 Penalty: 862.379395
	Iteration 16Q: 3 clusters Score -477681.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -477695.125000 Penalty: 862.379395
	Iteration 17Q: 3 clusters Score -477695.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -477708.531250 Penalty: 862.379395
	Iteration 18Q: 3 clusters Score -477708.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -477723.718750 Penalty: 862.379395
	Iteration 19Q: 3 clusters Score -477723.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -477737.156250 Penalty: 862.379395
	Iteration 20F: 3 clusters Score -477737.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -477744.531250 Penalty: 862.379395
	Iteration 21Q: 3 clusters Score -477744.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -477750.093750 Penalty: 862.379395
	Iteration 22Q: 3 clusters Score -477750.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -477755.156250 Penalty: 862.379395
	Iteration 23Q: 3 clusters Score -477755.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -477758.000000 Penalty: 862.379395
	Iteration 24Q: 3 clusters Score -477758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -477761.812500 Penalty: 862.379395
	Iteration 25Q: 3 clusters Score -477761.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -477770.250000 Penalty: 862.379395
	Iteration 26Q: 3 clusters Score -477770.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -477780.437500 Penalty: 862.379395
	Iteration 27Q: 3 clusters Score -477780.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -477788.437500 Penalty: 862.379395
	Iteration 28Q: 3 clusters Score -477788.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -477794.437500 Penalty: 862.379395
	Iteration 29Q: 3 clusters Score -477794.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -477800.781250 Penalty: 862.379395
	Iteration 30Q: 3 clusters Score -477800.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -477805.187500 Penalty: 862.379395
	Iteration 31Q: 3 clusters Score -477805.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -477806.093750 Penalty: 862.379395
	Iteration 32Q: 3 clusters Score -477806.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -477806.500000 Penalty: 862.379395
	Iteration 33Q: 3 clusters Score -477806.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -477807.625000 Penalty: 862.379395
	Iteration 34Q: 3 clusters Score -477807.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -477808.343750 Penalty: 862.379395
	Iteration 35Q: 3 clusters Score -477808.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -477808.937500 Penalty: 862.379395
	Iteration 36Q: 3 clusters Score -477808.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -477810.812500 Penalty: 862.379395
	Iteration 37Q: 3 clusters Score -477810.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -477812.343750 Penalty: 862.379395
	Iteration 38Q: 3 clusters Score -477812.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -477813.781250 Penalty: 862.379395
	Iteration 39Q: 3 clusters Score -477813.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -477814.906250 Penalty: 862.379395
	Iteration 40F: 3 clusters Score -477814.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -477818.312500 Penalty: 862.379395
	Iteration 41Q: 3 clusters Score -477818.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -477820.218750 Penalty: 862.379395
	Iteration 42Q: 3 clusters Score -477820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -477820.531250 Penalty: 862.379395
	Iteration 43Q: 3 clusters Score -477820.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -477820.281250 Penalty: 862.379395
	Iteration 44Q: 3 clusters Score -477820.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -477820.187500 Penalty: 862.379395
	Iteration 45Q: 3 clusters Score -477820.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -477820.187500 Penalty: 862.379395
	Iteration 46Q: 3 clusters Score -477820.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -477820.718750 Penalty: 862.379395
	Iteration 47Q: 3 clusters Score -477820.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -477820.718750 Penalty: 862.379395
	Iteration 48F: 3 clusters Score -477820.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -269178.562500 Penalty: 405.780304
	Iteration 0F: 2 clusters Score -269178.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -264176.750000 Penalty: 811.560608
	Iteration 0F: 3 clusters Score -264176.8 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -266306.531250 Penalty: 811.560608
	Iteration 1F: 3 clusters Score -266306.5 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -266653.468750 Penalty: 811.560608
	Iteration 2F: 3 clusters Score -266653.5 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -267047.812500 Penalty: 811.560608
	Iteration 3F: 3 clusters Score -267047.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -267531.406250 Penalty: 811.560608
	Iteration 4F: 3 clusters Score -267531.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -267989.750000 Penalty: 811.560608
	Iteration 5F: 3 clusters Score -267989.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -268281.125000 Penalty: 811.560608
	Iteration 6F: 3 clusters Score -268281.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -268427.031250 Penalty: 811.560608
	Iteration 7Q: 3 clusters Score -268427 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -268494.312500 Penalty: 811.560608
	Iteration 8Q: 3 clusters Score -268494.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -268535.062500 Penalty: 811.560608
	Iteration 9Q: 3 clusters Score -268535.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -268573.656250 Penalty: 811.560608
	Iteration 10Q: 3 clusters Score -268573.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -268606.656250 Penalty: 811.560608
	Iteration 11Q: 3 clusters Score -268606.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -268633.500000 Penalty: 811.560608
	Iteration 12Q: 3 clusters Score -268633.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -268648.500000 Penalty: 811.560608
	Iteration 13Q: 3 clusters Score -268648.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -268662.531250 Penalty: 811.560608
	Iteration 14Q: 3 clusters Score -268662.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -268675.625000 Penalty: 811.560608
	Iteration 15Q: 3 clusters Score -268675.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -268686.812500 Penalty: 811.560608
	Iteration 16Q: 3 clusters Score -268686.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -268693.187500 Penalty: 811.560608
	Iteration 17Q: 3 clusters Score -268693.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -268699.000000 Penalty: 811.560608
	Iteration 18Q: 3 clusters Score -268699 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -268704.031250 Penalty: 811.560608
	Iteration 19Q: 3 clusters Score -268704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -268707.656250 Penalty: 811.560608
	Iteration 20F: 3 clusters Score -268707.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -268712.625000 Penalty: 811.560608
	Iteration 21Q: 3 clusters Score -268712.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -268719.437500 Penalty: 811.560608
	Iteration 22Q: 3 clusters Score -268719.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -268727.343750 Penalty: 811.560608
	Iteration 23Q: 3 clusters Score -268727.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -268734.531250 Penalty: 811.560608
	Iteration 24Q: 3 clusters Score -268734.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -268740.156250 Penalty: 811.560608
	Iteration 25Q: 3 clusters Score -268740.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -268743.750000 Penalty: 811.560608
	Iteration 26Q: 3 clusters Score -268743.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -268747.468750 Penalty: 811.560608
	Iteration 27Q: 3 clusters Score -268747.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -268752.625000 Penalty: 811.560608
	Iteration 28Q: 3 clusters Score -268752.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -268756.406250 Penalty: 811.560608
	Iteration 29Q: 3 clusters Score -268756.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -268760.281250 Penalty: 811.560608
	Iteration 30Q: 3 clusters Score -268760.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -268761.031250 Penalty: 811.560608
	Iteration 31Q: 3 clusters Score -268761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -268761.781250 Penalty: 811.560608
	Iteration 32Q: 3 clusters Score -268761.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -268763.687500 Penalty: 811.560608
	Iteration 33Q: 3 clusters Score -268763.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -268764.500000 Penalty: 811.560608
	Iteration 34Q: 3 clusters Score -268764.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -268764.906250 Penalty: 811.560608
	Iteration 35Q: 3 clusters Score -268764.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -268765.343750 Penalty: 811.560608
	Iteration 36Q: 3 clusters Score -268765.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -268765.656250 Penalty: 811.560608
	Iteration 37Q: 3 clusters Score -268765.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -268765.656250 Penalty: 811.560608
	Iteration 38F: 3 clusters Score -268765.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Entering Unmasked Estep 
Score: -55557.769531 Penalty: 337.335663
	Iteration 0F: 2 clusters Score -55557.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -54338.375000 Penalty: 674.671326
	Iteration 0F: 3 clusters Score -54338.38 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -54768.046875 Penalty: 674.671326
	Iteration 1F: 3 clusters Score -54768.05 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -54959.058594 Penalty: 674.671326
	Iteration 2F: 3 clusters Score -54959.06 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -55078.804688 Penalty: 674.671326
	Iteration 3F: 3 clusters Score -55078.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -55185.597656 Penalty: 674.671326
	Iteration 4F: 3 clusters Score -55185.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -55258.007812 Penalty: 674.671326
	Iteration 5F: 3 clusters Score -55258.01 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -55318.578125 Penalty: 674.671326
	Iteration 6Q: 3 clusters Score -55318.58 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -55343.257812 Penalty: 674.671326
	Iteration 7Q: 3 clusters Score -55343.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -55354.511719 Penalty: 674.671326
	Iteration 8Q: 3 clusters Score -55354.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -55359.726562 Penalty: 674.671326
	Iteration 9Q: 3 clusters Score -55359.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -55365.125000 Penalty: 674.671326
	Iteration 10Q: 3 clusters Score -55365.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -55367.156250 Penalty: 674.671326
	Iteration 11Q: 3 clusters Score -55367.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -55367.734375 Penalty: 674.671326
	Iteration 12Q: 3 clusters Score -55367.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -55367.949219 Penalty: 674.671326
	Iteration 13Q: 3 clusters Score -55367.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -55368.082031 Penalty: 674.671326
	Iteration 14Q: 3 clusters Score -55368.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -55369.132812 Penalty: 674.671326
	Iteration 15Q: 3 clusters Score -55369.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -55370.667969 Penalty: 674.671326
	Iteration 16Q: 3 clusters Score -55370.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -55373.839844 Penalty: 674.671326
	Iteration 17Q: 3 clusters Score -55373.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -55376.031250 Penalty: 674.671326
	Iteration 18Q: 3 clusters Score -55376.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -55379.156250 Penalty: 674.671326
	Iteration 19Q: 3 clusters Score -55379.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -55379.875000 Penalty: 674.671326
	Iteration 20F: 3 clusters Score -55379.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -55379.867188 Penalty: 674.671326
	Iteration 21Q: 3 clusters Score -55379.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -55380.062500 Penalty: 674.671326
	Iteration 22Q: 3 clusters Score -55380.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -55380.222656 Penalty: 674.671326
	Iteration 23Q: 3 clusters Score -55380.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -55380.578125 Penalty: 674.671326
	Iteration 24Q: 3 clusters Score -55380.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -55380.781250 Penalty: 674.671326
	Iteration 25Q: 3 clusters Score -55380.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -55381.042969 Penalty: 674.671326
	Iteration 26Q: 3 clusters Score -55381.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -55381.042969 Penalty: 674.671326
	Iteration 27F: 3 clusters Score -55381.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Entering Unmasked Estep 
Score: -153747.093750 Penalty: 379.414673
	Iteration 0F: 2 clusters Score -153747.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -150889.734375 Penalty: 758.829346
	Iteration 0F: 3 clusters Score -150889.7 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -151916.750000 Penalty: 758.829346
	Iteration 1F: 3 clusters Score -151916.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -152058.234375 Penalty: 758.829346
	Iteration 2F: 3 clusters Score -152058.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -152202.953125 Penalty: 758.829346
	Iteration 3F: 3 clusters Score -152203 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -152348.250000 Penalty: 758.829346
	Iteration 4F: 3 clusters Score -152348.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -152507.781250 Penalty: 758.829346
	Iteration 5F: 3 clusters Score -152507.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -152638.765625 Penalty: 758.829346
	Iteration 6Q: 3 clusters Score -152638.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -152689.812500 Penalty: 758.829346
	Iteration 7Q: 3 clusters Score -152689.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -152718.125000 Penalty: 758.829346
	Iteration 8Q: 3 clusters Score -152718.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -152735.031250 Penalty: 758.829346
	Iteration 9Q: 3 clusters Score -152735 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -152749.531250 Penalty: 758.829346
	Iteration 10Q: 3 clusters Score -152749.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -152762.062500 Penalty: 758.829346
	Iteration 11Q: 3 clusters Score -152762.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -152770.421875 Penalty: 758.829346
	Iteration 12Q: 3 clusters Score -152770.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -152779.062500 Penalty: 758.829346
	Iteration 13Q: 3 clusters Score -152779.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -152786.531250 Penalty: 758.829346
	Iteration 14Q: 3 clusters Score -152786.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -152793.406250 Penalty: 758.829346
	Iteration 15Q: 3 clusters Score -152793.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -152804.312500 Penalty: 758.829346
	Iteration 16Q: 3 clusters Score -152804.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -152819.546875 Penalty: 758.829346
	Iteration 17Q: 3 clusters Score -152819.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -152842.171875 Penalty: 758.829346
	Iteration 18Q: 3 clusters Score -152842.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -152858.890625 Penalty: 758.829346
	Iteration 19Q: 3 clusters Score -152858.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -152875.000000 Penalty: 758.829346
	Iteration 20F: 3 clusters Score -152875 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -152901.015625 Penalty: 758.829346
	Iteration 21Q: 3 clusters Score -152901 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -152929.859375 Penalty: 758.829346
	Iteration 22Q: 3 clusters Score -152929.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -152962.843750 Penalty: 758.829346
	Iteration 23Q: 3 clusters Score -152962.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -153003.187500 Penalty: 758.829346
	Iteration 24Q: 3 clusters Score -153003.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -153059.109375 Penalty: 758.829346
	Iteration 25Q: 3 clusters Score -153059.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -153114.296875 Penalty: 758.829346
	Iteration 26Q: 3 clusters Score -153114.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -153176.421875 Penalty: 758.829346
	Iteration 27Q: 3 clusters Score -153176.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -153237.953125 Penalty: 758.829346
	Iteration 28Q: 3 clusters Score -153238 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -153288.375000 Penalty: 758.829346
	Iteration 29Q: 3 clusters Score -153288.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -153319.171875 Penalty: 758.829346
	Iteration 30Q: 3 clusters Score -153319.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -153338.843750 Penalty: 758.829346
	Iteration 31Q: 3 clusters Score -153338.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -153350.578125 Penalty: 758.829346
	Iteration 32Q: 3 clusters Score -153350.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -153362.656250 Penalty: 758.829346
	Iteration 33Q: 3 clusters Score -153362.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -153378.937500 Penalty: 758.829346
	Iteration 34Q: 3 clusters Score -153378.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -153390.625000 Penalty: 758.829346
	Iteration 35Q: 3 clusters Score -153390.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -153401.203125 Penalty: 758.829346
	Iteration 36Q: 3 clusters Score -153401.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -153406.312500 Penalty: 758.829346
	Iteration 37Q: 3 clusters Score -153406.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -153410.796875 Penalty: 758.829346
	Iteration 38Q: 3 clusters Score -153410.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -153413.828125 Penalty: 758.829346
	Iteration 39Q: 3 clusters Score -153413.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -153416.218750 Penalty: 758.829346
	Iteration 40F: 3 clusters Score -153416.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -153417.625000 Penalty: 758.829346
	Iteration 41Q: 3 clusters Score -153417.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -153418.453125 Penalty: 758.829346
	Iteration 42Q: 3 clusters Score -153418.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -153418.859375 Penalty: 758.829346
	Iteration 43Q: 3 clusters Score -153418.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -153419.265625 Penalty: 758.829346
	Iteration 44Q: 3 clusters Score -153419.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -153422.765625 Penalty: 758.829346
	Iteration 45Q: 3 clusters Score -153422.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -153423.843750 Penalty: 758.829346
	Iteration 46Q: 3 clusters Score -153423.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -153426.328125 Penalty: 758.829346
	Iteration 47Q: 3 clusters Score -153426.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -153429.359375 Penalty: 758.829346
	Iteration 48Q: 3 clusters Score -153429.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -153431.078125 Penalty: 758.829346
	Iteration 49Q: 3 clusters Score -153431.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -153433.546875 Penalty: 758.829346
	Iteration 50Q: 3 clusters Score -153433.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -153435.187500 Penalty: 758.829346
	Iteration 51Q: 3 clusters Score -153435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -153435.750000 Penalty: 758.829346
	Iteration 52Q: 3 clusters Score -153435.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -153437.250000 Penalty: 758.829346
	Iteration 53Q: 3 clusters Score -153437.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -153437.937500 Penalty: 758.829346
	Iteration 54Q: 3 clusters Score -153437.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -153437.937500 Penalty: 758.829346
	Iteration 55F: 3 clusters Score -153437.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Entering Unmasked Estep 
Score: -816334.312500 Penalty: 454.517273
	Iteration 0F: 2 clusters Score -816334.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -801821.812500 Penalty: 909.034546
	Iteration 0F: 3 clusters Score -801821.8 nChanged 10420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -808180.437500 Penalty: 909.034546
	Iteration 1F: 3 clusters Score -808180.4 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -808800.437500 Penalty: 909.034546
	Iteration 2F: 3 clusters Score -808800.4 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -809661.500000 Penalty: 909.034546
	Iteration 3F: 3 clusters Score -809661.5 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -810625.750000 Penalty: 909.034546
	Iteration 4F: 3 clusters Score -810625.8 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -811705.062500 Penalty: 909.034546
	Iteration 5F: 3 clusters Score -811705.1 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -812480.812500 Penalty: 909.034546
	Iteration 6F: 3 clusters Score -812480.8 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -812939.687500 Penalty: 909.034546
	Iteration 7Q: 3 clusters Score -812939.7 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -813193.500000 Penalty: 909.034546
	Iteration 8Q: 3 clusters Score -813193.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -813405.500000 Penalty: 909.034546
	Iteration 9Q: 3 clusters Score -813405.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -813617.062500 Penalty: 909.034546
	Iteration 10Q: 3 clusters Score -813617.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -813819.500000 Penalty: 909.034546
	Iteration 11Q: 3 clusters Score -813819.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -814010.000000 Penalty: 909.034546
	Iteration 12Q: 3 clusters Score -814010 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -814200.562500 Penalty: 909.034546
	Iteration 13Q: 3 clusters Score -814200.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -814380.250000 Penalty: 909.034546
	Iteration 14Q: 3 clusters Score -814380.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -814552.875000 Penalty: 909.034546
	Iteration 15Q: 3 clusters Score -814552.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -814739.500000 Penalty: 909.034546
	Iteration 16Q: 3 clusters Score -814739.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -814951.500000 Penalty: 909.034546
	Iteration 17Q: 3 clusters Score -814951.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -815132.812500 Penalty: 909.034546
	Iteration 18Q: 3 clusters Score -815132.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -815289.312500 Penalty: 909.034546
	Iteration 19Q: 3 clusters Score -815289.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -815432.750000 Penalty: 909.034546
	Iteration 20F: 3 clusters Score -815432.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -815531.750000 Penalty: 909.034546
	Iteration 21Q: 3 clusters Score -815531.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -815604.250000 Penalty: 909.034546
	Iteration 22Q: 3 clusters Score -815604.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -815655.250000 Penalty: 909.034546
	Iteration 23Q: 3 clusters Score -815655.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -815704.937500 Penalty: 909.034546
	Iteration 24Q: 3 clusters Score -815704.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -815742.687500 Penalty: 909.034546
	Iteration 25Q: 3 clusters Score -815742.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -815777.062500 Penalty: 909.034546
	Iteration 26Q: 3 clusters Score -815777.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -815796.375000 Penalty: 909.034546
	Iteration 27Q: 3 clusters Score -815796.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -815813.375000 Penalty: 909.034546
	Iteration 28Q: 3 clusters Score -815813.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -815820.500000 Penalty: 909.034546
	Iteration 29Q: 3 clusters Score -815820.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -815827.625000 Penalty: 909.034546
	Iteration 30Q: 3 clusters Score -815827.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -815836.437500 Penalty: 909.034546
	Iteration 31Q: 3 clusters Score -815836.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -815849.000000 Penalty: 909.034546
	Iteration 32Q: 3 clusters Score -815849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -815859.687500 Penalty: 909.034546
	Iteration 33Q: 3 clusters Score -815859.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -815876.687500 Penalty: 909.034546
	Iteration 34Q: 3 clusters Score -815876.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -815886.937500 Penalty: 909.034546
	Iteration 35Q: 3 clusters Score -815886.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -815894.500000 Penalty: 909.034546
	Iteration 36Q: 3 clusters Score -815894.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -815904.250000 Penalty: 909.034546
	Iteration 37Q: 3 clusters Score -815904.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -815914.500000 Penalty: 909.034546
	Iteration 38Q: 3 clusters Score -815914.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -815928.062500 Penalty: 909.034546
	Iteration 39Q: 3 clusters Score -815928.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -815934.625000 Penalty: 909.034546
	Iteration 40F: 3 clusters Score -815934.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -815940.875000 Penalty: 909.034546
	Iteration 41Q: 3 clusters Score -815940.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -815949.250000 Penalty: 909.034546
	Iteration 42Q: 3 clusters Score -815949.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -815956.500000 Penalty: 909.034546
	Iteration 43Q: 3 clusters Score -815956.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -815961.750000 Penalty: 909.034546
	Iteration 44Q: 3 clusters Score -815961.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -815964.750000 Penalty: 909.034546
	Iteration 45Q: 3 clusters Score -815964.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -815971.000000 Penalty: 909.034546
	Iteration 46Q: 3 clusters Score -815971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -815976.625000 Penalty: 909.034546
	Iteration 47Q: 3 clusters Score -815976.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -815977.187500 Penalty: 909.034546
	Iteration 48Q: 3 clusters Score -815977.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -815978.562500 Penalty: 909.034546
	Iteration 49Q: 3 clusters Score -815978.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -815979.562500 Penalty: 909.034546
	Iteration 50Q: 3 clusters Score -815979.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -815981.250000 Penalty: 909.034546
	Iteration 51Q: 3 clusters Score -815981.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -815981.312500 Penalty: 909.034546
	Iteration 52Q: 3 clusters Score -815981.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -815982.187500 Penalty: 909.034546
	Iteration 53Q: 3 clusters Score -815982.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -815982.250000 Penalty: 909.034546
	Iteration 54Q: 3 clusters Score -815982.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -815983.562500 Penalty: 909.034546
	Iteration 55Q: 3 clusters Score -815983.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -815983.687500 Penalty: 909.034546
	Iteration 56Q: 3 clusters Score -815983.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -815984.687500 Penalty: 909.034546
	Iteration 57Q: 3 clusters Score -815984.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -815985.625000 Penalty: 909.034546
	Iteration 58Q: 3 clusters Score -815985.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -815987.000000 Penalty: 909.034546
	Iteration 59Q: 3 clusters Score -815987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -815987.000000 Penalty: 909.034546
	Iteration 60F: 3 clusters Score -815987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (10031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Entering Unmasked Estep 
Score: -368381.593750 Penalty: 419.211304
	Iteration 0F: 2 clusters Score -368381.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -361710.656250 Penalty: 838.422607
	Iteration 0F: 3 clusters Score -361710.7 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -364434.875000 Penalty: 838.422607
	Iteration 1F: 3 clusters Score -364434.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -364632.000000 Penalty: 838.422607
	Iteration 2F: 3 clusters Score -364632 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -364847.937500 Penalty: 838.422607
	Iteration 3Q: 3 clusters Score -364847.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -365066.250000 Penalty: 838.422607
	Iteration 4Q: 3 clusters Score -365066.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -365292.562500 Penalty: 838.422607
	Iteration 5Q: 3 clusters Score -365292.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -365523.875000 Penalty: 838.422607
	Iteration 6Q: 3 clusters Score -365523.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -365846.750000 Penalty: 838.422607
	Iteration 7F: 3 clusters Score -365846.8 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -366308.843750 Penalty: 838.422607
	Iteration 8F: 3 clusters Score -366308.8 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -366834.093750 Penalty: 838.422607
	Iteration 9F: 3 clusters Score -366834.1 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -367248.250000 Penalty: 838.422607
	Iteration 10F: 3 clusters Score -367248.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -367466.750000 Penalty: 838.422607
	Iteration 11Q: 3 clusters Score -367466.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -367573.781250 Penalty: 838.422607
	Iteration 12Q: 3 clusters Score -367573.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -367642.250000 Penalty: 838.422607
	Iteration 13Q: 3 clusters Score -367642.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -367686.937500 Penalty: 838.422607
	Iteration 14Q: 3 clusters Score -367686.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -367719.125000 Penalty: 838.422607
	Iteration 15Q: 3 clusters Score -367719.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -367747.093750 Penalty: 838.422607
	Iteration 16Q: 3 clusters Score -367747.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -367768.062500 Penalty: 838.422607
	Iteration 17Q: 3 clusters Score -367768.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -367788.968750 Penalty: 838.422607
	Iteration 18Q: 3 clusters Score -367789 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -367807.906250 Penalty: 838.422607
	Iteration 19Q: 3 clusters Score -367807.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -367828.968750 Penalty: 838.422607
	Iteration 20F: 3 clusters Score -367829 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -367846.593750 Penalty: 838.422607
	Iteration 21Q: 3 clusters Score -367846.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -367866.625000 Penalty: 838.422607
	Iteration 22Q: 3 clusters Score -367866.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -367885.250000 Penalty: 838.422607
	Iteration 23Q: 3 clusters Score -367885.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -367903.468750 Penalty: 838.422607
	Iteration 24Q: 3 clusters Score -367903.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -367916.968750 Penalty: 838.422607
	Iteration 25Q: 3 clusters Score -367917 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -367927.468750 Penalty: 838.422607
	Iteration 26Q: 3 clusters Score -367927.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -367939.125000 Penalty: 838.422607
	Iteration 27Q: 3 clusters Score -367939.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -367949.281250 Penalty: 838.422607
	Iteration 28Q: 3 clusters Score -367949.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -367959.312500 Penalty: 838.422607
	Iteration 29Q: 3 clusters Score -367959.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -367963.375000 Penalty: 838.422607
	Iteration 30Q: 3 clusters Score -367963.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -367968.781250 Penalty: 838.422607
	Iteration 31Q: 3 clusters Score -367968.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -367972.312500 Penalty: 838.422607
	Iteration 32Q: 3 clusters Score -367972.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -367975.812500 Penalty: 838.422607
	Iteration 33Q: 3 clusters Score -367975.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -367981.000000 Penalty: 838.422607
	Iteration 34Q: 3 clusters Score -367981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -367984.968750 Penalty: 838.422607
	Iteration 35Q: 3 clusters Score -367985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -367987.187500 Penalty: 838.422607
	Iteration 36Q: 3 clusters Score -367987.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -367990.125000 Penalty: 838.422607
	Iteration 37Q: 3 clusters Score -367990.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -367991.781250 Penalty: 838.422607
	Iteration 38Q: 3 clusters Score -367991.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -367992.750000 Penalty: 838.422607
	Iteration 39Q: 3 clusters Score -367992.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -367994.406250 Penalty: 838.422607
	Iteration 40F: 3 clusters Score -367994.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -367994.281250 Penalty: 838.422607
	Iteration 41Q: 3 clusters Score -367994.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -367994.562500 Penalty: 838.422607
	Iteration 42Q: 3 clusters Score -367994.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -367995.593750 Penalty: 838.422607
	Iteration 43Q: 3 clusters Score -367995.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -367996.906250 Penalty: 838.422607
	Iteration 44Q: 3 clusters Score -367996.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -367996.343750 Penalty: 838.422607
	Iteration 45Q: 3 clusters Score -367996.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -367996.062500 Penalty: 838.422607
	Iteration 46Q: 3 clusters Score -367996.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -367996.468750 Penalty: 838.422607
	Iteration 47Q: 3 clusters Score -367996.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -367996.343750 Penalty: 838.422607
	Iteration 48Q: 3 clusters Score -367996.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -367996.625000 Penalty: 838.422607
	Iteration 49Q: 3 clusters Score -367996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -367997.468750 Penalty: 838.422607
	Iteration 50Q: 3 clusters Score -367997.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -367997.468750 Penalty: 838.422607
	Iteration 51F: 3 clusters Score -367997.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Entering Unmasked Estep 
Score: -354097.531250 Penalty: 419.320038
	Iteration 0F: 2 clusters Score -354097.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -347440.875000 Penalty: 838.640076
	Iteration 0F: 3 clusters Score -347440.9 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -350495.968750 Penalty: 838.640076
	Iteration 1F: 3 clusters Score -350496 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -350993.343750 Penalty: 838.640076
	Iteration 2F: 3 clusters Score -350993.3 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -351470.750000 Penalty: 838.640076
	Iteration 3F: 3 clusters Score -351470.8 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -351941.812500 Penalty: 838.640076
	Iteration 4F: 3 clusters Score -351941.8 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -352347.156250 Penalty: 838.640076
	Iteration 5F: 3 clusters Score -352347.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -352676.312500 Penalty: 838.640076
	Iteration 6Q: 3 clusters Score -352676.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -352974.812500 Penalty: 838.640076
	Iteration 7Q: 3 clusters Score -352974.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -353233.375000 Penalty: 838.640076
	Iteration 8Q: 3 clusters Score -353233.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -353425.343750 Penalty: 838.640076
	Iteration 9Q: 3 clusters Score -353425.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -353560.718750 Penalty: 838.640076
	Iteration 10Q: 3 clusters Score -353560.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -353638.906250 Penalty: 838.640076
	Iteration 11Q: 3 clusters Score -353638.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -353681.687500 Penalty: 838.640076
	Iteration 12Q: 3 clusters Score -353681.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -353705.093750 Penalty: 838.640076
	Iteration 13Q: 3 clusters Score -353705.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -353724.125000 Penalty: 838.640076
	Iteration 14Q: 3 clusters Score -353724.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -353740.000000 Penalty: 838.640076
	Iteration 15Q: 3 clusters Score -353740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -353748.062500 Penalty: 838.640076
	Iteration 16Q: 3 clusters Score -353748.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -353750.281250 Penalty: 838.640076
	Iteration 17Q: 3 clusters Score -353750.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -353752.218750 Penalty: 838.640076
	Iteration 18Q: 3 clusters Score -353752.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -353753.562500 Penalty: 838.640076
	Iteration 19Q: 3 clusters Score -353753.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -353754.750000 Penalty: 838.640076
	Iteration 20F: 3 clusters Score -353754.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -353755.187500 Penalty: 838.640076
	Iteration 21Q: 3 clusters Score -353755.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -353756.437500 Penalty: 838.640076
	Iteration 22Q: 3 clusters Score -353756.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -353757.937500 Penalty: 838.640076
	Iteration 23Q: 3 clusters Score -353757.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -353759.218750 Penalty: 838.640076
	Iteration 24Q: 3 clusters Score -353759.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -353761.156250 Penalty: 838.640076
	Iteration 25Q: 3 clusters Score -353761.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -353764.625000 Penalty: 838.640076
	Iteration 26Q: 3 clusters Score -353764.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -353766.625000 Penalty: 838.640076
	Iteration 27Q: 3 clusters Score -353766.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -353767.562500 Penalty: 838.640076
	Iteration 28Q: 3 clusters Score -353767.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -353767.968750 Penalty: 838.640076
	Iteration 29Q: 3 clusters Score -353768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -353768.125000 Penalty: 838.640076
	Iteration 30Q: 3 clusters Score -353768.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -353768.125000 Penalty: 838.640076
	Iteration 31F: 3 clusters Score -353768.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Entering Unmasked Estep 
Score: -249552.468750 Penalty: 401.529541
	Iteration 0F: 2 clusters Score -249552.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -245036.031250 Penalty: 803.059082
	Iteration 0F: 3 clusters Score -245036 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -246731.968750 Penalty: 803.059082
	Iteration 1F: 3 clusters Score -246732 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -246922.312500 Penalty: 803.059082
	Iteration 2F: 3 clusters Score -246922.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -247124.609375 Penalty: 803.059082
	Iteration 3F: 3 clusters Score -247124.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -247345.125000 Penalty: 803.059082
	Iteration 4F: 3 clusters Score -247345.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -247579.921875 Penalty: 803.059082
	Iteration 5F: 3 clusters Score -247579.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -247813.203125 Penalty: 803.059082
	Iteration 6F: 3 clusters Score -247813.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -248030.437500 Penalty: 803.059082
	Iteration 7F: 3 clusters Score -248030.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -248215.203125 Penalty: 803.059082
	Iteration 8F: 3 clusters Score -248215.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -248357.265625 Penalty: 803.059082
	Iteration 9Q: 3 clusters Score -248357.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -248491.171875 Penalty: 803.059082
	Iteration 10Q: 3 clusters Score -248491.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -248611.406250 Penalty: 803.059082
	Iteration 11Q: 3 clusters Score -248611.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -248732.484375 Penalty: 803.059082
	Iteration 12Q: 3 clusters Score -248732.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -248853.156250 Penalty: 803.059082
	Iteration 13Q: 3 clusters Score -248853.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -248961.968750 Penalty: 803.059082
	Iteration 14Q: 3 clusters Score -248962 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -249063.125000 Penalty: 803.059082
	Iteration 15Q: 3 clusters Score -249063.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -249194.015625 Penalty: 803.059082
	Iteration 16Q: 3 clusters Score -249194 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -249303.875000 Penalty: 803.059082
	Iteration 17Q: 3 clusters Score -249303.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -249392.625000 Penalty: 803.059082
	Iteration 18Q: 3 clusters Score -249392.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -249441.921875 Penalty: 803.059082
	Iteration 19Q: 3 clusters Score -249441.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -249472.625000 Penalty: 803.059082
	Iteration 20F: 3 clusters Score -249472.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -249487.468750 Penalty: 803.059082
	Iteration 21Q: 3 clusters Score -249487.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -249497.781250 Penalty: 803.059082
	Iteration 22Q: 3 clusters Score -249497.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -249503.078125 Penalty: 803.059082
	Iteration 23Q: 3 clusters Score -249503.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -249511.328125 Penalty: 803.059082
	Iteration 24Q: 3 clusters Score -249511.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -249519.406250 Penalty: 803.059082
	Iteration 25Q: 3 clusters Score -249519.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -249524.187500 Penalty: 803.059082
	Iteration 26Q: 3 clusters Score -249524.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -249528.640625 Penalty: 803.059082
	Iteration 27Q: 3 clusters Score -249528.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -249531.687500 Penalty: 803.059082
	Iteration 28Q: 3 clusters Score -249531.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -249538.234375 Penalty: 803.059082
	Iteration 29Q: 3 clusters Score -249538.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -249541.515625 Penalty: 803.059082
	Iteration 30Q: 3 clusters Score -249541.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -249543.609375 Penalty: 803.059082
	Iteration 31Q: 3 clusters Score -249543.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -249546.359375 Penalty: 803.059082
	Iteration 32Q: 3 clusters Score -249546.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -249547.640625 Penalty: 803.059082
	Iteration 33Q: 3 clusters Score -249547.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -249549.406250 Penalty: 803.059082
	Iteration 34Q: 3 clusters Score -249549.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -249550.468750 Penalty: 803.059082
	Iteration 35Q: 3 clusters Score -249550.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -249550.640625 Penalty: 803.059082
	Iteration 36Q: 3 clusters Score -249550.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -249550.750000 Penalty: 803.059082
	Iteration 37Q: 3 clusters Score -249550.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -249550.812500 Penalty: 803.059082
	Iteration 38Q: 3 clusters Score -249550.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -249550.796875 Penalty: 803.059082
	Iteration 39Q: 3 clusters Score -249550.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -249551.187500 Penalty: 803.059082
	Iteration 40F: 3 clusters Score -249551.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -249551.078125 Penalty: 803.059082
	Iteration 41Q: 3 clusters Score -249551.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -249551.265625 Penalty: 803.059082
	Iteration 42Q: 3 clusters Score -249551.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -249551.843750 Penalty: 803.059082
	Iteration 43Q: 3 clusters Score -249551.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -249553.203125 Penalty: 803.059082
	Iteration 44Q: 3 clusters Score -249553.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -249553.203125 Penalty: 803.059082
	Iteration 45Q: 3 clusters Score -249553.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -249553.359375 Penalty: 803.059082
	Iteration 46Q: 3 clusters Score -249553.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -249553.562500 Penalty: 803.059082
	Iteration 47Q: 3 clusters Score -249553.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -249554.046875 Penalty: 803.059082
	Iteration 48Q: 3 clusters Score -249554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -249554.156250 Penalty: 803.059082
	Iteration 49Q: 3 clusters Score -249554.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -249554.156250 Penalty: 803.059082
	Iteration 50F: 3 clusters Score -249554.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 545789 members 
Mstep: Class 3 contains 7328 members 
Mstep: Class 4 contains 1656 members 
Mstep: Class 5 contains 479774 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 5236 members 
Mstep: Class 8 contains 2048 members 
Mstep: Class 9 contains 2860 members 
Mstep: Class 10 contains 7089 members 
Mstep: Class 11 contains 16133 members 
Mstep: Class 12 contains 3319 members 
Mstep: Class 13 contains 7604 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 1902 members 
Mstep: Class 16 contains 2164 members 
Mstep: Class 17 contains 105470 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10756 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17998 members 
Mstep: Class 22 contains 14791 members 
Mstep: Class 23 contains 3433 members 
Mstep: Class 24 contains 3541 members 
Mstep: Class 25 contains 770 members 
Mstep: Class 26 contains 7710 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 18809 members 
Mstep: Class 29 contains 5255 members 
Mstep: Class 30 contains 1671 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 13052 members 
Mstep: Class 33 contains 7467 members 
Mstep: Class 34 contains 1659 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21794 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 10055 members 
Mstep: Class 39 contains 771 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 17573 members 
Mstep: Class 42 contains 6030 members 
Entering Unmasked Estep 
Score: -50372412.000000 Penalty: 27027.978516
Splitting cluster 39 changes total score from -50372560.000000 to -50372412.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -17464.283203 Penalty: 293.352417
	Iteration 0F: 2 clusters Score -17464.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -16932.044922 Penalty: 586.704834
	Iteration 0F: 3 clusters Score -16932.04 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -17166.449219 Penalty: 586.704834
	Iteration 1F: 3 clusters Score -17166.45 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -17223.878906 Penalty: 586.704834
	Iteration 2F: 3 clusters Score -17223.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -17243.074219 Penalty: 586.704834
	Iteration 3Q: 3 clusters Score -17243.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -17256.222656 Penalty: 586.704834
	Iteration 4Q: 3 clusters Score -17256.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17264.949219 Penalty: 586.704834
	Iteration 5Q: 3 clusters Score -17264.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17267.478516 Penalty: 586.704834
	Iteration 6Q: 3 clusters Score -17267.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17269.136719 Penalty: 586.704834
	Iteration 7Q: 3 clusters Score -17269.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17272.341797 Penalty: 586.704834
	Iteration 8Q: 3 clusters Score -17272.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17276.072266 Penalty: 586.704834
	Iteration 9Q: 3 clusters Score -17276.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17280.535156 Penalty: 586.704834
	Iteration 10Q: 3 clusters Score -17280.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17284.359375 Penalty: 586.704834
	Iteration 11Q: 3 clusters Score -17284.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17286.001953 Penalty: 586.704834
	Iteration 12Q: 3 clusters Score -17286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17286.570312 Penalty: 586.704834
	Iteration 13Q: 3 clusters Score -17286.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17287.876953 Penalty: 586.704834
	Iteration 14Q: 3 clusters Score -17287.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17287.988281 Penalty: 586.704834
	Iteration 15Q: 3 clusters Score -17287.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17287.988281 Penalty: 586.704834
	Iteration 16F: 3 clusters Score -17287.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (17573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Entering Unmasked Estep 
Score: -648027.125000 Penalty: 444.722443
	Iteration 0F: 2 clusters Score -648027.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -636438.000000 Penalty: 889.444885
	Iteration 0F: 3 clusters Score -636438 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -641262.187500 Penalty: 889.444885
	Iteration 1F: 3 clusters Score -641262.2 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -641620.875000 Penalty: 889.444885
	Iteration 2F: 3 clusters Score -641620.9 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -642180.937500 Penalty: 889.444885
	Iteration 3F: 3 clusters Score -642180.9 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -643097.500000 Penalty: 889.444885
	Iteration 4F: 3 clusters Score -643097.5 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -644458.312500 Penalty: 889.444885
	Iteration 5F: 3 clusters Score -644458.3 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -645798.187500 Penalty: 889.444885
	Iteration 6F: 3 clusters Score -645798.2 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -646746.187500 Penalty: 889.444885
	Iteration 7F: 3 clusters Score -646746.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -647269.312500 Penalty: 889.444885
	Iteration 8Q: 3 clusters Score -647269.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -647524.312500 Penalty: 889.444885
	Iteration 9Q: 3 clusters Score -647524.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -647640.812500 Penalty: 889.444885
	Iteration 10Q: 3 clusters Score -647640.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -647704.687500 Penalty: 889.444885
	Iteration 11Q: 3 clusters Score -647704.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -647739.375000 Penalty: 889.444885
	Iteration 12Q: 3 clusters Score -647739.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -647761.437500 Penalty: 889.444885
	Iteration 13Q: 3 clusters Score -647761.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -647777.187500 Penalty: 889.444885
	Iteration 14Q: 3 clusters Score -647777.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -647792.500000 Penalty: 889.444885
	Iteration 15Q: 3 clusters Score -647792.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -647804.312500 Penalty: 889.444885
	Iteration 16Q: 3 clusters Score -647804.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -647809.000000 Penalty: 889.444885
	Iteration 17Q: 3 clusters Score -647809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -647811.875000 Penalty: 889.444885
	Iteration 18Q: 3 clusters Score -647811.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -647814.750000 Penalty: 889.444885
	Iteration 19Q: 3 clusters Score -647814.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -647815.875000 Penalty: 889.444885
	Iteration 20F: 3 clusters Score -647815.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -647819.125000 Penalty: 889.444885
	Iteration 21Q: 3 clusters Score -647819.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -647819.937500 Penalty: 889.444885
	Iteration 22Q: 3 clusters Score -647819.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -647821.812500 Penalty: 889.444885
	Iteration 23Q: 3 clusters Score -647821.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -647820.687500 Penalty: 889.444885
	Iteration 24Q: 3 clusters Score -647820.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -647822.875000 Penalty: 889.444885
	Iteration 25Q: 3 clusters Score -647822.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -647822.812500 Penalty: 889.444885
	Iteration 26Q: 3 clusters Score -647822.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -647822.812500 Penalty: 889.444885
	Iteration 27F: 3 clusters Score -647822.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 545789 members 
Mstep: Class 3 contains 7328 members 
Mstep: Class 4 contains 1656 members 
Mstep: Class 5 contains 479774 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 5236 members 
Mstep: Class 9 contains 2860 members 
Mstep: Class 10 contains 7089 members 
Mstep: Class 11 contains 16133 members 
Mstep: Class 12 contains 3319 members 
Mstep: Class 13 contains 7604 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 1902 members 
Mstep: Class 16 contains 2164 members 
Mstep: Class 17 contains 105470 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10756 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17998 members 
Mstep: Class 22 contains 14791 members 
Mstep: Class 23 contains 3433 members 
Mstep: Class 24 contains 3541 members 
Mstep: Class 25 contains 770 members 
Mstep: Class 26 contains 7710 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 18809 members 
Mstep: Class 29 contains 5255 members 
Mstep: Class 30 contains 1671 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 13052 members 
Mstep: Class 33 contains 7467 members 
Mstep: Class 34 contains 1659 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21794 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 10055 members 
Mstep: Class 39 contains 6801 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 17573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373052.000000 Penalty: 26384.455078
Iteration 159Q: 42 clusters Score -5.037305e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 546004 members 
Mstep: Class 3 contains 7331 members 
Mstep: Class 4 contains 1665 members 
Mstep: Class 5 contains 480075 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 5211 members 
Mstep: Class 8 contains 1933 members 
Mstep: Class 9 contains 2879 members 
Mstep: Class 10 contains 7090 members 
Mstep: Class 11 contains 15709 members 
Mstep: Class 12 contains 3319 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 11771 members 
Mstep: Class 15 contains 1902 members 
Mstep: Class 16 contains 2163 members 
Mstep: Class 17 contains 105566 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10737 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 18027 members 
Mstep: Class 22 contains 14793 members 
Mstep: Class 23 contains 3454 members 
Mstep: Class 24 contains 3553 members 
Mstep: Class 25 contains 770 members 
Mstep: Class 26 contains 7709 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 18665 members 
Mstep: Class 29 contains 5268 members 
Mstep: Class 30 contains 1671 members 
Mstep: Class 31 contains 1165 members 
Mstep: Class 32 contains 13052 members 
Mstep: Class 33 contains 7454 members 
Mstep: Class 34 contains 1661 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21778 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 10041 members 
Mstep: Class 39 contains 6836 members 
Mstep: Class 40 contains 639 members 
Mstep: Class 41 contains 17582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373884.000000 Penalty: 26384.455078
Iteration 160F: 42 clusters Score -5.037388e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 546175 members 
Mstep: Class 3 contains 7328 members 
Mstep: Class 4 contains 1674 members 
Mstep: Class 5 contains 479960 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 5191 members 
Mstep: Class 8 contains 2341 members 
Mstep: Class 9 contains 2895 members 
Mstep: Class 10 contains 7088 members 
Mstep: Class 11 contains 15472 members 
Mstep: Class 12 contains 3319 members 
Mstep: Class 13 contains 7607 members 
Mstep: Class 14 contains 11754 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 2160 members 
Mstep: Class 17 contains 105560 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10731 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 17987 members 
Mstep: Class 22 contains 14776 members 
Mstep: Class 23 contains 3452 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 771 members 
Mstep: Class 26 contains 7706 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 18521 members 
Mstep: Class 29 contains 5292 members 
Mstep: Class 30 contains 1670 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 13046 members 
Mstep: Class 33 contains 7450 members 
Mstep: Class 34 contains 1661 members 
Mstep: Class 35 contains 4184 members 
Mstep: Class 36 contains 21756 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 10023 members 
Mstep: Class 39 contains 6869 members 
Mstep: Class 40 contains 638 members 
Mstep: Class 41 contains 17585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374236.000000 Penalty: 26384.455078
Iteration 161Q: 42 clusters Score -5.037424e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 546370 members 
Mstep: Class 3 contains 7323 members 
Mstep: Class 4 contains 1683 members 
Mstep: Class 5 contains 479857 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 5175 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 7093 members 
Mstep: Class 11 contains 15297 members 
Mstep: Class 12 contains 3320 members 
Mstep: Class 13 contains 7609 members 
Mstep: Class 14 contains 11739 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105553 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10725 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 17934 members 
Mstep: Class 22 contains 14773 members 
Mstep: Class 23 contains 3446 members 
Mstep: Class 24 contains 3567 members 
Mstep: Class 25 contains 771 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 18355 members 
Mstep: Class 29 contains 5314 members 
Mstep: Class 30 contains 1669 members 
Mstep: Class 31 contains 1161 members 
Mstep: Class 32 contains 13042 members 
Mstep: Class 33 contains 7441 members 
Mstep: Class 34 contains 1661 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21742 members 
Mstep: Class 37 contains 10032 members 
Mstep: Class 38 contains 10010 members 
Mstep: Class 39 contains 6891 members 
Mstep: Class 40 contains 635 members 
Mstep: Class 41 contains 17588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374456.000000 Penalty: 26384.455078
Iteration 162Q: 42 clusters Score -5.037446e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 546565 members 
Mstep: Class 3 contains 7322 members 
Mstep: Class 4 contains 1695 members 
Mstep: Class 5 contains 479760 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 5162 members 
Mstep: Class 8 contains 2954 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 7096 members 
Mstep: Class 11 contains 15137 members 
Mstep: Class 12 contains 3320 members 
Mstep: Class 13 contains 7604 members 
Mstep: Class 14 contains 11725 members 
Mstep: Class 15 contains 1902 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105529 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10724 members 
Mstep: Class 20 contains 2914 members 
Mstep: Class 21 contains 17895 members 
Mstep: Class 22 contains 14769 members 
Mstep: Class 23 contains 3449 members 
Mstep: Class 24 contains 3571 members 
Mstep: Class 25 contains 770 members 
Mstep: Class 26 contains 7715 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 18209 members 
Mstep: Class 29 contains 5332 members 
Mstep: Class 30 contains 1669 members 
Mstep: Class 31 contains 1161 members 
Mstep: Class 32 contains 13031 members 
Mstep: Class 33 contains 7435 members 
Mstep: Class 34 contains 1661 members 
Mstep: Class 35 contains 4182 members 
Mstep: Class 36 contains 21721 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9997 members 
Mstep: Class 39 contains 6920 members 
Mstep: Class 40 contains 633 members 
Mstep: Class 41 contains 17589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374468.000000 Penalty: 26384.455078
Iteration 163Q: 42 clusters Score -5.037447e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 546721 members 
Mstep: Class 3 contains 7316 members 
Mstep: Class 4 contains 1701 members 
Mstep: Class 5 contains 479657 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 5140 members 
Mstep: Class 8 contains 3257 members 
Mstep: Class 9 contains 2924 members 
Mstep: Class 10 contains 7100 members 
Mstep: Class 11 contains 14998 members 
Mstep: Class 12 contains 3320 members 
Mstep: Class 13 contains 7606 members 
Mstep: Class 14 contains 11710 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 2157 members 
Mstep: Class 17 contains 105509 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10727 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 17864 members 
Mstep: Class 22 contains 14766 members 
Mstep: Class 23 contains 3439 members 
Mstep: Class 24 contains 3572 members 
Mstep: Class 25 contains 770 members 
Mstep: Class 26 contains 7720 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 18075 members 
Mstep: Class 29 contains 5339 members 
Mstep: Class 30 contains 1669 members 
Mstep: Class 31 contains 1161 members 
Mstep: Class 32 contains 13018 members 
Mstep: Class 33 contains 7431 members 
Mstep: Class 34 contains 1661 members 
Mstep: Class 35 contains 4182 members 
Mstep: Class 36 contains 21703 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9991 members 
Mstep: Class 39 contains 6943 members 
Mstep: Class 40 contains 632 members 
Mstep: Class 41 contains 17597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374624.000000 Penalty: 26384.455078
Iteration 164Q: 42 clusters Score -5.037462e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 546868 members 
Mstep: Class 3 contains 7313 members 
Mstep: Class 4 contains 1710 members 
Mstep: Class 5 contains 479560 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 3526 members 
Mstep: Class 9 contains 2930 members 
Mstep: Class 10 contains 7104 members 
Mstep: Class 11 contains 14855 members 
Mstep: Class 12 contains 3322 members 
Mstep: Class 13 contains 7607 members 
Mstep: Class 14 contains 11697 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 105500 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10730 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17810 members 
Mstep: Class 22 contains 14770 members 
Mstep: Class 23 contains 3427 members 
Mstep: Class 24 contains 3572 members 
Mstep: Class 25 contains 770 members 
Mstep: Class 26 contains 7727 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 17965 members 
Mstep: Class 29 contains 5353 members 
Mstep: Class 30 contains 1669 members 
Mstep: Class 31 contains 1162 members 
Mstep: Class 32 contains 13001 members 
Mstep: Class 33 contains 7429 members 
Mstep: Class 34 contains 1661 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21690 members 
Mstep: Class 37 contains 10033 members 
Mstep: Class 38 contains 9984 members 
Mstep: Class 39 contains 6962 members 
Mstep: Class 40 contains 634 members 
Mstep: Class 41 contains 17611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374780.000000 Penalty: 26384.455078
Iteration 165Q: 42 clusters Score -5.037478e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 547004 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 1718 members 
Mstep: Class 5 contains 479472 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 5110 members 
Mstep: Class 8 contains 3749 members 
Mstep: Class 9 contains 2933 members 
Mstep: Class 10 contains 7111 members 
Mstep: Class 11 contains 14734 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 7606 members 
Mstep: Class 14 contains 11686 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 105507 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10726 members 
Mstep: Class 20 contains 2922 members 
Mstep: Class 21 contains 17766 members 
Mstep: Class 22 contains 14768 members 
Mstep: Class 23 contains 3410 members 
Mstep: Class 24 contains 3574 members 
Mstep: Class 25 contains 770 members 
Mstep: Class 26 contains 7726 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 17863 members 
Mstep: Class 29 contains 5364 members 
Mstep: Class 30 contains 1669 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 12984 members 
Mstep: Class 33 contains 7430 members 
Mstep: Class 34 contains 1659 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21675 members 
Mstep: Class 37 contains 10032 members 
Mstep: Class 38 contains 9981 members 
Mstep: Class 39 contains 6977 members 
Mstep: Class 40 contains 637 members 
Mstep: Class 41 contains 17622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374844.000000 Penalty: 26384.455078
Iteration 166Q: 42 clusters Score -5.037484e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 547152 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 479401 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 5097 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 10 contains 7122 members 
Mstep: Class 11 contains 14628 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 11673 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 105522 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10722 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17744 members 
Mstep: Class 22 contains 14757 members 
Mstep: Class 23 contains 3394 members 
Mstep: Class 24 contains 3581 members 
Mstep: Class 25 contains 771 members 
Mstep: Class 26 contains 7729 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 17762 members 
Mstep: Class 29 contains 5369 members 
Mstep: Class 30 contains 1669 members 
Mstep: Class 31 contains 1162 members 
Mstep: Class 32 contains 12977 members 
Mstep: Class 33 contains 7435 members 
Mstep: Class 34 contains 1659 members 
Mstep: Class 35 contains 4179 members 
Mstep: Class 36 contains 21665 members 
Mstep: Class 37 contains 10032 members 
Mstep: Class 38 contains 9975 members 
Mstep: Class 39 contains 6985 members 
Mstep: Class 40 contains 639 members 
Mstep: Class 41 contains 17625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374932.000000 Penalty: 26384.455078
Iteration 167Q: 42 clusters Score -5.037493e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 547302 members 
Mstep: Class 3 contains 7316 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 479359 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 5085 members 
Mstep: Class 8 contains 4050 members 
Mstep: Class 9 contains 2948 members 
Mstep: Class 10 contains 7130 members 
Mstep: Class 11 contains 14528 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 7606 members 
Mstep: Class 14 contains 11658 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 17 contains 105534 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10723 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17733 members 
Mstep: Class 22 contains 14747 members 
Mstep: Class 23 contains 3378 members 
Mstep: Class 24 contains 3582 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 7732 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 17650 members 
Mstep: Class 29 contains 5378 members 
Mstep: Class 30 contains 1669 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 32 contains 12975 members 
Mstep: Class 33 contains 7433 members 
Mstep: Class 34 contains 1661 members 
Mstep: Class 35 contains 4179 members 
Mstep: Class 36 contains 21655 members 
Mstep: Class 37 contains 10032 members 
Mstep: Class 38 contains 9975 members 
Mstep: Class 39 contains 6983 members 
Mstep: Class 40 contains 640 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374924.000000 Penalty: 26384.455078
Iteration 168Q: 42 clusters Score -5.037492e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 547463 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 1733 members 
Mstep: Class 5 contains 479330 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 5068 members 
Mstep: Class 8 contains 4152 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 10 contains 7138 members 
Mstep: Class 11 contains 14434 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 7611 members 
Mstep: Class 14 contains 11649 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 2150 members 
Mstep: Class 17 contains 105561 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10724 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17717 members 
Mstep: Class 22 contains 14746 members 
Mstep: Class 23 contains 3364 members 
Mstep: Class 24 contains 3588 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 7732 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 17536 members 
Mstep: Class 29 contains 5382 members 
Mstep: Class 30 contains 1669 members 
Mstep: Class 31 contains 1164 members 
Mstep: Class 32 contains 12976 members 
Mstep: Class 33 contains 7430 members 
Mstep: Class 34 contains 1661 members 
Mstep: Class 35 contains 4178 members 
Mstep: Class 36 contains 21641 members 
Mstep: Class 37 contains 10032 members 
Mstep: Class 38 contains 9966 members 
Mstep: Class 39 contains 6982 members 
Mstep: Class 40 contains 638 members 
Mstep: Class 41 contains 17635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375060.000000 Penalty: 26384.455078
Iteration 169Q: 42 clusters Score -5.037506e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 547617 members 
Mstep: Class 3 contains 7312 members 
Mstep: Class 4 contains 1736 members 
Mstep: Class 5 contains 479319 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 4257 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 10 contains 7147 members 
Mstep: Class 11 contains 14303 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 7607 members 
Mstep: Class 14 contains 11642 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 2150 members 
Mstep: Class 17 contains 105589 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10719 members 
Mstep: Class 20 contains 2922 members 
Mstep: Class 21 contains 17709 members 
Mstep: Class 22 contains 14746 members 
Mstep: Class 23 contains 3358 members 
Mstep: Class 24 contains 3597 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 7737 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 17429 members 
Mstep: Class 29 contains 5387 members 
Mstep: Class 30 contains 1669 members 
Mstep: Class 31 contains 1165 members 
Mstep: Class 32 contains 12974 members 
Mstep: Class 33 contains 7425 members 
Mstep: Class 34 contains 1661 members 
Mstep: Class 35 contains 4177 members 
Mstep: Class 36 contains 21625 members 
Mstep: Class 37 contains 10032 members 
Mstep: Class 38 contains 9962 members 
Mstep: Class 39 contains 6984 members 
Mstep: Class 40 contains 642 members 
Mstep: Class 41 contains 17636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375016.000000 Penalty: 26384.455078
Iteration 170Q: 42 clusters Score -5.037502e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 547734 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 479315 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 5036 members 
Mstep: Class 8 contains 4370 members 
Mstep: Class 9 contains 2947 members 
Mstep: Class 10 contains 7156 members 
Mstep: Class 11 contains 14170 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 7604 members 
Mstep: Class 14 contains 11631 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 2150 members 
Mstep: Class 17 contains 105607 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10720 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17705 members 
Mstep: Class 22 contains 14744 members 
Mstep: Class 23 contains 3350 members 
Mstep: Class 24 contains 3609 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 7736 members 
Mstep: Class 27 contains 69 members 
Mstep: Class 28 contains 17337 members 
Mstep: Class 29 contains 5386 members 
Mstep: Class 30 contains 1669 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 32 contains 12972 members 
Mstep: Class 33 contains 7426 members 
Mstep: Class 34 contains 1662 members 
Mstep: Class 35 contains 4177 members 
Mstep: Class 36 contains 21616 members 
Mstep: Class 37 contains 10032 members 
Mstep: Class 38 contains 9960 members 
Mstep: Class 39 contains 6994 members 
Mstep: Class 40 contains 644 members 
Mstep: Class 41 contains 17638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375092.000000 Penalty: 26384.455078
Iteration 171Q: 42 clusters Score -5.037509e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 547836 members 
Mstep: Class 3 contains 7316 members 
Mstep: Class 4 contains 1738 members 
Mstep: Class 5 contains 479325 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 5019 members 
Mstep: Class 8 contains 4476 members 
Mstep: Class 9 contains 2951 members 
Mstep: Class 10 contains 7170 members 
Mstep: Class 11 contains 14020 members 
Mstep: Class 12 contains 3326 members 
Mstep: Class 13 contains 7598 members 
Mstep: Class 14 contains 11621 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 2150 members 
Mstep: Class 17 contains 105637 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10723 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17685 members 
Mstep: Class 22 contains 14740 members 
Mstep: Class 23 contains 3356 members 
Mstep: Class 24 contains 3619 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 7733 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 17261 members 
Mstep: Class 29 contains 5381 members 
Mstep: Class 30 contains 1669 members 
Mstep: Class 31 contains 1171 members 
Mstep: Class 32 contains 12971 members 
Mstep: Class 33 contains 7428 members 
Mstep: Class 34 contains 1662 members 
Mstep: Class 35 contains 4176 members 
Mstep: Class 36 contains 21606 members 
Mstep: Class 37 contains 10032 members 
Mstep: Class 38 contains 9962 members 
Mstep: Class 39 contains 7006 members 
Mstep: Class 40 contains 642 members 
Mstep: Class 41 contains 17641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375216.000000 Penalty: 26384.455078
Iteration 172Q: 42 clusters Score -5.037522e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 547924 members 
Mstep: Class 3 contains 7315 members 
Mstep: Class 4 contains 1741 members 
Mstep: Class 5 contains 479316 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 5009 members 
Mstep: Class 8 contains 4597 members 
Mstep: Class 9 contains 2954 members 
Mstep: Class 10 contains 7184 members 
Mstep: Class 11 contains 13891 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 7594 members 
Mstep: Class 14 contains 11611 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 105666 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10724 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 17662 members 
Mstep: Class 22 contains 14738 members 
Mstep: Class 23 contains 3359 members 
Mstep: Class 24 contains 3624 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 7731 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 17186 members 
Mstep: Class 29 contains 5380 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 1176 members 
Mstep: Class 32 contains 12969 members 
Mstep: Class 33 contains 7421 members 
Mstep: Class 34 contains 1661 members 
Mstep: Class 35 contains 4176 members 
Mstep: Class 36 contains 21600 members 
Mstep: Class 37 contains 10033 members 
Mstep: Class 38 contains 9962 members 
Mstep: Class 39 contains 7017 members 
Mstep: Class 40 contains 641 members 
Mstep: Class 41 contains 17641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375256.000000 Penalty: 26384.455078
Iteration 173Q: 42 clusters Score -5.037526e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 548032 members 
Mstep: Class 3 contains 7313 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 479311 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 4998 members 
Mstep: Class 8 contains 4704 members 
Mstep: Class 9 contains 2957 members 
Mstep: Class 10 contains 7193 members 
Mstep: Class 11 contains 13767 members 
Mstep: Class 12 contains 3328 members 
Mstep: Class 13 contains 7590 members 
Mstep: Class 14 contains 11604 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 17 contains 105695 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10725 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 17641 members 
Mstep: Class 22 contains 14739 members 
Mstep: Class 23 contains 3358 members 
Mstep: Class 24 contains 3631 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 7731 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 17114 members 
Mstep: Class 29 contains 5377 members 
Mstep: Class 30 contains 1669 members 
Mstep: Class 31 contains 1179 members 
Mstep: Class 32 contains 12960 members 
Mstep: Class 33 contains 7418 members 
Mstep: Class 34 contains 1661 members 
Mstep: Class 35 contains 4176 members 
Mstep: Class 36 contains 21588 members 
Mstep: Class 37 contains 10033 members 
Mstep: Class 38 contains 9964 members 
Mstep: Class 39 contains 7020 members 
Mstep: Class 40 contains 640 members 
Mstep: Class 41 contains 17639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375276.000000 Penalty: 26384.455078
Iteration 174Q: 42 clusters Score -5.037528e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 548123 members 
Mstep: Class 3 contains 7312 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 479284 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 4989 members 
Mstep: Class 8 contains 4810 members 
Mstep: Class 9 contains 2959 members 
Mstep: Class 10 contains 7209 members 
Mstep: Class 11 contains 13663 members 
Mstep: Class 12 contains 3328 members 
Mstep: Class 13 contains 7589 members 
Mstep: Class 14 contains 11598 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 105719 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10727 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 17624 members 
Mstep: Class 22 contains 14739 members 
Mstep: Class 23 contains 3354 members 
Mstep: Class 24 contains 3638 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 7733 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 17034 members 
Mstep: Class 29 contains 5374 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 1183 members 
Mstep: Class 32 contains 12959 members 
Mstep: Class 33 contains 7421 members 
Mstep: Class 34 contains 1660 members 
Mstep: Class 35 contains 4175 members 
Mstep: Class 36 contains 21582 members 
Mstep: Class 37 contains 10033 members 
Mstep: Class 38 contains 9968 members 
Mstep: Class 39 contains 7019 members 
Mstep: Class 40 contains 638 members 
Mstep: Class 41 contains 17639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375368.000000 Penalty: 26384.455078
Iteration 175Q: 42 clusters Score -5.037537e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 548202 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 1751 members 
Mstep: Class 5 contains 479276 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 4980 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 2959 members 
Mstep: Class 10 contains 7214 members 
Mstep: Class 11 contains 13572 members 
Mstep: Class 12 contains 3328 members 
Mstep: Class 13 contains 7589 members 
Mstep: Class 14 contains 11594 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 17 contains 105739 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10733 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17608 members 
Mstep: Class 22 contains 14734 members 
Mstep: Class 23 contains 3350 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 7734 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 16965 members 
Mstep: Class 29 contains 5370 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 1183 members 
Mstep: Class 32 contains 12957 members 
Mstep: Class 33 contains 7420 members 
Mstep: Class 34 contains 1659 members 
Mstep: Class 35 contains 4175 members 
Mstep: Class 36 contains 21573 members 
Mstep: Class 37 contains 10033 members 
Mstep: Class 38 contains 9966 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 638 members 
Mstep: Class 41 contains 17642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375472.000000 Penalty: 26384.455078
Iteration 176Q: 42 clusters Score -5.037547e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 548267 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 1754 members 
Mstep: Class 5 contains 479281 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 4971 members 
Mstep: Class 8 contains 4966 members 
Mstep: Class 9 contains 2958 members 
Mstep: Class 10 contains 7215 members 
Mstep: Class 11 contains 13490 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 7590 members 
Mstep: Class 14 contains 11588 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 105758 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10741 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17588 members 
Mstep: Class 22 contains 14737 members 
Mstep: Class 23 contains 3344 members 
Mstep: Class 24 contains 3647 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 7734 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 16907 members 
Mstep: Class 29 contains 5366 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 1184 members 
Mstep: Class 32 contains 12953 members 
Mstep: Class 33 contains 7421 members 
Mstep: Class 34 contains 1660 members 
Mstep: Class 35 contains 4175 members 
Mstep: Class 36 contains 21564 members 
Mstep: Class 37 contains 10033 members 
Mstep: Class 38 contains 9970 members 
Mstep: Class 39 contains 7030 members 
Mstep: Class 40 contains 639 members 
Mstep: Class 41 contains 17643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375572.000000 Penalty: 26384.455078
Iteration 177Q: 42 clusters Score -5.037557e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 548332 members 
Mstep: Class 3 contains 7318 members 
Mstep: Class 4 contains 1755 members 
Mstep: Class 5 contains 479280 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 4963 members 
Mstep: Class 8 contains 5019 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 7216 members 
Mstep: Class 11 contains 13418 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 7588 members 
Mstep: Class 14 contains 11584 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 2151 members 
Mstep: Class 17 contains 105771 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10751 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 17572 members 
Mstep: Class 22 contains 14737 members 
Mstep: Class 23 contains 3340 members 
Mstep: Class 24 contains 3650 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 7734 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 16860 members 
Mstep: Class 29 contains 5371 members 
Mstep: Class 30 contains 1669 members 
Mstep: Class 31 contains 1184 members 
Mstep: Class 32 contains 12952 members 
Mstep: Class 33 contains 7419 members 
Mstep: Class 34 contains 1659 members 
Mstep: Class 35 contains 4175 members 
Mstep: Class 36 contains 21561 members 
Mstep: Class 37 contains 10033 members 
Mstep: Class 38 contains 9969 members 
Mstep: Class 39 contains 7036 members 
Mstep: Class 40 contains 639 members 
Mstep: Class 41 contains 17645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375576.000000 Penalty: 26384.455078
Iteration 178Q: 42 clusters Score -5.037558e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 548395 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1757 members 
Mstep: Class 5 contains 479288 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 4955 members 
Mstep: Class 8 contains 5068 members 
Mstep: Class 9 contains 2958 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 13352 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 7583 members 
Mstep: Class 14 contains 11579 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 17 contains 105776 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 10752 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 17552 members 
Mstep: Class 22 contains 14737 members 
Mstep: Class 23 contains 3339 members 
Mstep: Class 24 contains 3654 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 7735 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 16811 members 
Mstep: Class 29 contains 5370 members 
Mstep: Class 30 contains 1669 members 
Mstep: Class 31 contains 1184 members 
Mstep: Class 32 contains 12950 members 
Mstep: Class 33 contains 7424 members 
Mstep: Class 34 contains 1659 members 
Mstep: Class 35 contains 4175 members 
Mstep: Class 36 contains 21564 members 
Mstep: Class 37 contains 10033 members 
Mstep: Class 38 contains 9971 members 
Mstep: Class 39 contains 7041 members 
Mstep: Class 40 contains 639 members 
Mstep: Class 41 contains 17650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375672.000000 Penalty: 26384.455078
Iteration 179Q: 42 clusters Score -5.037567e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 548467 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1758 members 
Mstep: Class 5 contains 479288 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 4946 members 
Mstep: Class 8 contains 5114 members 
Mstep: Class 9 contains 2958 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 13284 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 7580 members 
Mstep: Class 14 contains 11575 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 105788 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10754 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 17535 members 
Mstep: Class 22 contains 14743 members 
Mstep: Class 23 contains 3329 members 
Mstep: Class 24 contains 3658 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 7736 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 16761 members 
Mstep: Class 29 contains 5374 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 1185 members 
Mstep: Class 32 contains 12950 members 
Mstep: Class 33 contains 7425 members 
Mstep: Class 34 contains 1658 members 
Mstep: Class 35 contains 4175 members 
Mstep: Class 36 contains 21565 members 
Mstep: Class 37 contains 10032 members 
Mstep: Class 38 contains 9974 members 
Mstep: Class 39 contains 7051 members 
Mstep: Class 40 contains 641 members 
Mstep: Class 41 contains 17653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375788.000000 Penalty: 26384.455078
Iteration 180F: 42 clusters Score -5.037579e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 548551 members 
Mstep: Class 3 contains 7316 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 479267 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 4940 members 
Mstep: Class 8 contains 5283 members 
Mstep: Class 9 contains 2959 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 13198 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 7579 members 
Mstep: Class 14 contains 11571 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 17 contains 105786 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10756 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17505 members 
Mstep: Class 22 contains 14743 members 
Mstep: Class 23 contains 3316 members 
Mstep: Class 24 contains 3664 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 7737 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 16700 members 
Mstep: Class 29 contains 5375 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 1186 members 
Mstep: Class 32 contains 12919 members 
Mstep: Class 33 contains 7428 members 
Mstep: Class 34 contains 1658 members 
Mstep: Class 35 contains 4175 members 
Mstep: Class 36 contains 21558 members 
Mstep: Class 37 contains 10032 members 
Mstep: Class 38 contains 9968 members 
Mstep: Class 39 contains 7057 members 
Mstep: Class 40 contains 641 members 
Mstep: Class 41 contains 17649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375788.000000 Penalty: 26384.455078
Iteration 181Q: 42 clusters Score -5.037579e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 548641 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 1760 members 
Mstep: Class 5 contains 479245 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 4934 members 
Mstep: Class 8 contains 5421 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 13127 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 7579 members 
Mstep: Class 14 contains 11569 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 105796 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10757 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17473 members 
Mstep: Class 22 contains 14747 members 
Mstep: Class 23 contains 3305 members 
Mstep: Class 24 contains 3669 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 7735 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 16630 members 
Mstep: Class 29 contains 5375 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 1186 members 
Mstep: Class 32 contains 12880 members 
Mstep: Class 33 contains 7425 members 
Mstep: Class 34 contains 1658 members 
Mstep: Class 35 contains 4175 members 
Mstep: Class 36 contains 21553 members 
Mstep: Class 37 contains 10032 members 
Mstep: Class 38 contains 9972 members 
Mstep: Class 39 contains 7063 members 
Mstep: Class 40 contains 641 members 
Mstep: Class 41 contains 17648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375992.000000 Penalty: 26384.455078
Iteration 182Q: 42 clusters Score -5.037599e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 548715 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 1760 members 
Mstep: Class 5 contains 479215 members 
Mstep: Class 6 contains 867 members 
Mstep: Class 7 contains 4926 members 
Mstep: Class 8 contains 5533 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 13073 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 7581 members 
Mstep: Class 14 contains 11564 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 105795 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10765 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17455 members 
Mstep: Class 22 contains 14750 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 3674 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7735 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 16565 members 
Mstep: Class 29 contains 5375 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 1185 members 
Mstep: Class 32 contains 12852 members 
Mstep: Class 33 contains 7427 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4175 members 
Mstep: Class 36 contains 21550 members 
Mstep: Class 37 contains 10032 members 
Mstep: Class 38 contains 9975 members 
Mstep: Class 39 contains 7066 members 
Mstep: Class 40 contains 642 members 
Mstep: Class 41 contains 17642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376080.000000 Penalty: 26384.455078
Iteration 183Q: 42 clusters Score -5.037608e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 548778 members 
Mstep: Class 3 contains 7313 members 
Mstep: Class 4 contains 1761 members 
Mstep: Class 5 contains 479192 members 
Mstep: Class 6 contains 867 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 5616 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 7237 members 
Mstep: Class 11 contains 13023 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 7582 members 
Mstep: Class 14 contains 11562 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 105805 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10773 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17434 members 
Mstep: Class 22 contains 14755 members 
Mstep: Class 23 contains 3288 members 
Mstep: Class 24 contains 3678 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7739 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 16503 members 
Mstep: Class 29 contains 5375 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 1184 members 
Mstep: Class 32 contains 12834 members 
Mstep: Class 33 contains 7430 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4175 members 
Mstep: Class 36 contains 21547 members 
Mstep: Class 37 contains 10032 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7070 members 
Mstep: Class 40 contains 644 members 
Mstep: Class 41 contains 17641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376020.000000 Penalty: 26384.455078
Iteration 184Q: 42 clusters Score -5.037602e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 548852 members 
Mstep: Class 3 contains 7313 members 
Mstep: Class 4 contains 1763 members 
Mstep: Class 5 contains 479168 members 
Mstep: Class 6 contains 867 members 
Mstep: Class 7 contains 4915 members 
Mstep: Class 8 contains 5687 members 
Mstep: Class 9 contains 2971 members 
Mstep: Class 10 contains 7239 members 
Mstep: Class 11 contains 12986 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 7582 members 
Mstep: Class 14 contains 11559 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 2156 members 
Mstep: Class 17 contains 105816 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10774 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 17417 members 
Mstep: Class 22 contains 14757 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7741 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 16438 members 
Mstep: Class 29 contains 5373 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 1183 members 
Mstep: Class 32 contains 12823 members 
Mstep: Class 33 contains 7433 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4175 members 
Mstep: Class 36 contains 21547 members 
Mstep: Class 37 contains 10032 members 
Mstep: Class 38 contains 9981 members 
Mstep: Class 39 contains 7079 members 
Mstep: Class 40 contains 646 members 
Mstep: Class 41 contains 17635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376028.000000 Penalty: 26384.455078
Iteration 185Q: 42 clusters Score -5.037603e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 548920 members 
Mstep: Class 3 contains 7313 members 
Mstep: Class 4 contains 1766 members 
Mstep: Class 5 contains 479140 members 
Mstep: Class 6 contains 867 members 
Mstep: Class 7 contains 4908 members 
Mstep: Class 8 contains 5748 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 7240 members 
Mstep: Class 11 contains 12962 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 7582 members 
Mstep: Class 14 contains 11557 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 2156 members 
Mstep: Class 17 contains 105825 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10775 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 17401 members 
Mstep: Class 22 contains 14761 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 3687 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7740 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 16385 members 
Mstep: Class 29 contains 5369 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 1184 members 
Mstep: Class 32 contains 12812 members 
Mstep: Class 33 contains 7437 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4176 members 
Mstep: Class 36 contains 21549 members 
Mstep: Class 37 contains 10032 members 
Mstep: Class 38 contains 9985 members 
Mstep: Class 39 contains 7080 members 
Mstep: Class 40 contains 647 members 
Mstep: Class 41 contains 17628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376076.000000 Penalty: 26384.455078
Iteration 186Q: 42 clusters Score -5.037608e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 548987 members 
Mstep: Class 3 contains 7313 members 
Mstep: Class 4 contains 1766 members 
Mstep: Class 5 contains 479128 members 
Mstep: Class 6 contains 867 members 
Mstep: Class 7 contains 4902 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 7247 members 
Mstep: Class 11 contains 12930 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 7585 members 
Mstep: Class 14 contains 11552 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 2156 members 
Mstep: Class 17 contains 105843 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 17379 members 
Mstep: Class 22 contains 14766 members 
Mstep: Class 23 contains 3264 members 
Mstep: Class 24 contains 3688 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7739 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 16328 members 
Mstep: Class 29 contains 5367 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 1185 members 
Mstep: Class 32 contains 12803 members 
Mstep: Class 33 contains 7437 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4176 members 
Mstep: Class 36 contains 21553 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9989 members 
Mstep: Class 39 contains 7074 members 
Mstep: Class 40 contains 648 members 
Mstep: Class 41 contains 17622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376024.000000 Penalty: 26384.455078
Iteration 187Q: 42 clusters Score -5.037602e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 549044 members 
Mstep: Class 3 contains 7312 members 
Mstep: Class 4 contains 1766 members 
Mstep: Class 5 contains 479120 members 
Mstep: Class 6 contains 867 members 
Mstep: Class 7 contains 4896 members 
Mstep: Class 8 contains 5829 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 7254 members 
Mstep: Class 11 contains 12901 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 7585 members 
Mstep: Class 14 contains 11543 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 2156 members 
Mstep: Class 17 contains 105861 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10779 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 17363 members 
Mstep: Class 22 contains 14771 members 
Mstep: Class 23 contains 3258 members 
Mstep: Class 24 contains 3689 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7738 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 16274 members 
Mstep: Class 29 contains 5367 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 1186 members 
Mstep: Class 32 contains 12787 members 
Mstep: Class 33 contains 7437 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4176 members 
Mstep: Class 36 contains 21556 members 
Mstep: Class 37 contains 10032 members 
Mstep: Class 38 contains 9994 members 
Mstep: Class 39 contains 7074 members 
Mstep: Class 40 contains 651 members 
Mstep: Class 41 contains 17624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376044.000000 Penalty: 26384.455078
Iteration 188Q: 42 clusters Score -5.037604e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 549101 members 
Mstep: Class 3 contains 7312 members 
Mstep: Class 4 contains 1768 members 
Mstep: Class 5 contains 479118 members 
Mstep: Class 6 contains 867 members 
Mstep: Class 7 contains 4888 members 
Mstep: Class 8 contains 5868 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 7261 members 
Mstep: Class 11 contains 12864 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 7585 members 
Mstep: Class 14 contains 11539 members 
Mstep: Class 15 contains 1934 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 105876 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10781 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 17348 members 
Mstep: Class 22 contains 14773 members 
Mstep: Class 23 contains 3254 members 
Mstep: Class 24 contains 3689 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7737 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 16208 members 
Mstep: Class 29 contains 5368 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 12773 members 
Mstep: Class 33 contains 7435 members 
Mstep: Class 34 contains 1659 members 
Mstep: Class 35 contains 4179 members 
Mstep: Class 36 contains 21562 members 
Mstep: Class 37 contains 10032 members 
Mstep: Class 38 contains 10001 members 
Mstep: Class 39 contains 7082 members 
Mstep: Class 40 contains 654 members 
Mstep: Class 41 contains 17627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376108.000000 Penalty: 26384.455078
Iteration 189Q: 42 clusters Score -5.037611e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 549166 members 
Mstep: Class 3 contains 7315 members 
Mstep: Class 4 contains 1768 members 
Mstep: Class 5 contains 479111 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 5903 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7267 members 
Mstep: Class 11 contains 12833 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 7587 members 
Mstep: Class 14 contains 11539 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 105888 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10787 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 17334 members 
Mstep: Class 22 contains 14774 members 
Mstep: Class 23 contains 3253 members 
Mstep: Class 24 contains 3689 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7735 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 16135 members 
Mstep: Class 29 contains 5368 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 12762 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1659 members 
Mstep: Class 35 contains 4182 members 
Mstep: Class 36 contains 21569 members 
Mstep: Class 37 contains 10032 members 
Mstep: Class 38 contains 10007 members 
Mstep: Class 39 contains 7084 members 
Mstep: Class 40 contains 655 members 
Mstep: Class 41 contains 17626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376120.000000 Penalty: 26384.455078
Iteration 190Q: 42 clusters Score -5.037612e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 549244 members 
Mstep: Class 3 contains 7315 members 
Mstep: Class 4 contains 1768 members 
Mstep: Class 5 contains 479115 members 
Mstep: Class 6 contains 865 members 
Mstep: Class 7 contains 4867 members 
Mstep: Class 8 contains 5928 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 7272 members 
Mstep: Class 11 contains 12806 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 7586 members 
Mstep: Class 14 contains 11538 members 
Mstep: Class 15 contains 1941 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 105887 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10789 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 17331 members 
Mstep: Class 22 contains 14779 members 
Mstep: Class 23 contains 3256 members 
Mstep: Class 24 contains 3689 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7732 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 16056 members 
Mstep: Class 29 contains 5369 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12753 members 
Mstep: Class 33 contains 7437 members 
Mstep: Class 34 contains 1659 members 
Mstep: Class 35 contains 4182 members 
Mstep: Class 36 contains 21572 members 
Mstep: Class 37 contains 10032 members 
Mstep: Class 38 contains 10007 members 
Mstep: Class 39 contains 7087 members 
Mstep: Class 40 contains 656 members 
Mstep: Class 41 contains 17626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376152.000000 Penalty: 26384.455078
Iteration 191Q: 42 clusters Score -5.037615e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 549305 members 
Mstep: Class 3 contains 7315 members 
Mstep: Class 4 contains 1768 members 
Mstep: Class 5 contains 479104 members 
Mstep: Class 6 contains 864 members 
Mstep: Class 7 contains 4854 members 
Mstep: Class 8 contains 5960 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 7280 members 
Mstep: Class 11 contains 12784 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 7588 members 
Mstep: Class 14 contains 11538 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 105895 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10791 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17331 members 
Mstep: Class 22 contains 14780 members 
Mstep: Class 23 contains 3258 members 
Mstep: Class 24 contains 3689 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7729 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15989 members 
Mstep: Class 29 contains 5369 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 12743 members 
Mstep: Class 33 contains 7440 members 
Mstep: Class 34 contains 1659 members 
Mstep: Class 35 contains 4182 members 
Mstep: Class 36 contains 21574 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 10009 members 
Mstep: Class 39 contains 7087 members 
Mstep: Class 40 contains 657 members 
Mstep: Class 41 contains 17626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376184.000000 Penalty: 26384.455078
Iteration 192Q: 42 clusters Score -5.037618e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 549362 members 
Mstep: Class 3 contains 7315 members 
Mstep: Class 4 contains 1768 members 
Mstep: Class 5 contains 479097 members 
Mstep: Class 6 contains 865 members 
Mstep: Class 7 contains 4839 members 
Mstep: Class 8 contains 5993 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 7285 members 
Mstep: Class 11 contains 12756 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7590 members 
Mstep: Class 14 contains 11539 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 105904 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10787 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17329 members 
Mstep: Class 22 contains 14777 members 
Mstep: Class 23 contains 3260 members 
Mstep: Class 24 contains 3689 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7729 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15943 members 
Mstep: Class 29 contains 5369 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 12739 members 
Mstep: Class 33 contains 7440 members 
Mstep: Class 34 contains 1659 members 
Mstep: Class 35 contains 4184 members 
Mstep: Class 36 contains 21574 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 10009 members 
Mstep: Class 39 contains 7089 members 
Mstep: Class 40 contains 657 members 
Mstep: Class 41 contains 17626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376244.000000 Penalty: 26384.455078
Iteration 193Q: 42 clusters Score -5.037624e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 549413 members 
Mstep: Class 3 contains 7315 members 
Mstep: Class 4 contains 1768 members 
Mstep: Class 5 contains 479089 members 
Mstep: Class 6 contains 865 members 
Mstep: Class 7 contains 4825 members 
Mstep: Class 8 contains 6007 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 7289 members 
Mstep: Class 11 contains 12739 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7593 members 
Mstep: Class 14 contains 11538 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 105916 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10785 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17327 members 
Mstep: Class 22 contains 14775 members 
Mstep: Class 23 contains 3260 members 
Mstep: Class 24 contains 3690 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7730 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15901 members 
Mstep: Class 29 contains 5369 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 12736 members 
Mstep: Class 33 contains 7441 members 
Mstep: Class 34 contains 1659 members 
Mstep: Class 35 contains 4184 members 
Mstep: Class 36 contains 21576 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 10010 members 
Mstep: Class 39 contains 7089 members 
Mstep: Class 40 contains 657 members 
Mstep: Class 41 contains 17626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376232.000000 Penalty: 26384.455078
Iteration 194Q: 42 clusters Score -5.037623e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 549461 members 
Mstep: Class 3 contains 7315 members 
Mstep: Class 4 contains 1768 members 
Mstep: Class 5 contains 479068 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 4811 members 
Mstep: Class 8 contains 6024 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 7293 members 
Mstep: Class 11 contains 12729 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7591 members 
Mstep: Class 14 contains 11538 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 105930 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10787 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17328 members 
Mstep: Class 22 contains 14778 members 
Mstep: Class 23 contains 3261 members 
Mstep: Class 24 contains 3691 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7731 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15863 members 
Mstep: Class 29 contains 5369 members 
Mstep: Class 30 contains 1667 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 12732 members 
Mstep: Class 33 contains 7442 members 
Mstep: Class 34 contains 1659 members 
Mstep: Class 35 contains 4184 members 
Mstep: Class 36 contains 21577 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 10007 members 
Mstep: Class 39 contains 7087 members 
Mstep: Class 40 contains 657 members 
Mstep: Class 41 contains 17624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376336.000000 Penalty: 26384.455078
Iteration 195Q: 42 clusters Score -5.037634e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 549496 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 1768 members 
Mstep: Class 5 contains 479044 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 4800 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 7294 members 
Mstep: Class 11 contains 12712 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7591 members 
Mstep: Class 14 contains 11540 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 105944 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10788 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17328 members 
Mstep: Class 22 contains 14782 members 
Mstep: Class 23 contains 3264 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7731 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15835 members 
Mstep: Class 29 contains 5371 members 
Mstep: Class 30 contains 1667 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 12728 members 
Mstep: Class 33 contains 7443 members 
Mstep: Class 34 contains 1659 members 
Mstep: Class 35 contains 4184 members 
Mstep: Class 36 contains 21575 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 10004 members 
Mstep: Class 39 contains 7087 members 
Mstep: Class 40 contains 658 members 
Mstep: Class 41 contains 17623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376352.000000 Penalty: 26384.455078
Iteration 196Q: 42 clusters Score -5.037635e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 549529 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 479027 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 4793 members 
Mstep: Class 8 contains 6066 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 7294 members 
Mstep: Class 11 contains 12698 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7590 members 
Mstep: Class 14 contains 11540 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 105947 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10792 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17327 members 
Mstep: Class 22 contains 14786 members 
Mstep: Class 23 contains 3266 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7730 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15814 members 
Mstep: Class 29 contains 5372 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 12723 members 
Mstep: Class 33 contains 7448 members 
Mstep: Class 34 contains 1658 members 
Mstep: Class 35 contains 4186 members 
Mstep: Class 36 contains 21568 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 10002 members 
Mstep: Class 39 contains 7089 members 
Mstep: Class 40 contains 658 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376308.000000 Penalty: 26384.455078
Iteration 197Q: 42 clusters Score -5.037631e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 549562 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 479024 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 4780 members 
Mstep: Class 8 contains 6087 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 7295 members 
Mstep: Class 11 contains 12685 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7592 members 
Mstep: Class 14 contains 11537 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 105941 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10795 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17327 members 
Mstep: Class 22 contains 14791 members 
Mstep: Class 23 contains 3265 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7730 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15792 members 
Mstep: Class 29 contains 5377 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 12721 members 
Mstep: Class 33 contains 7447 members 
Mstep: Class 34 contains 1658 members 
Mstep: Class 35 contains 4186 members 
Mstep: Class 36 contains 21564 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 10000 members 
Mstep: Class 39 contains 7091 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376272.000000 Penalty: 26384.455078
Iteration 198Q: 42 clusters Score -5.037627e+07 nChanged 139
Entering ConstructFrom: 
Score: -50376272.000000 Penalty: 26384.455078
Entering ConstructFrom: 
Trying to split cluster 1 (3889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Entering Unmasked Estep 
Score: -144952.843750 Penalty: 376.098785
	Iteration 0F: 2 clusters Score -144952.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -142300.609375 Penalty: 752.197571
	Iteration 0F: 3 clusters Score -142300.6 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -143269.578125 Penalty: 752.197571
	Iteration 1F: 3 clusters Score -143269.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -143392.000000 Penalty: 752.197571
	Iteration 2F: 3 clusters Score -143392 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -143538.718750 Penalty: 752.197571
	Iteration 3F: 3 clusters Score -143538.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -143735.390625 Penalty: 752.197571
	Iteration 4F: 3 clusters Score -143735.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -143963.468750 Penalty: 752.197571
	Iteration 5F: 3 clusters Score -143963.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -144119.593750 Penalty: 752.197571
	Iteration 6F: 3 clusters Score -144119.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -144215.218750 Penalty: 752.197571
	Iteration 7Q: 3 clusters Score -144215.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -144278.343750 Penalty: 752.197571
	Iteration 8Q: 3 clusters Score -144278.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -144307.546875 Penalty: 752.197571
	Iteration 9Q: 3 clusters Score -144307.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -144328.781250 Penalty: 752.197571
	Iteration 10Q: 3 clusters Score -144328.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -144338.703125 Penalty: 752.197571
	Iteration 11Q: 3 clusters Score -144338.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -144342.250000 Penalty: 752.197571
	Iteration 12Q: 3 clusters Score -144342.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -144349.328125 Penalty: 752.197571
	Iteration 13Q: 3 clusters Score -144349.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -144359.218750 Penalty: 752.197571
	Iteration 14Q: 3 clusters Score -144359.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -144367.937500 Penalty: 752.197571
	Iteration 15Q: 3 clusters Score -144367.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -144379.859375 Penalty: 752.197571
	Iteration 16Q: 3 clusters Score -144379.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -144389.296875 Penalty: 752.197571
	Iteration 17Q: 3 clusters Score -144389.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -144395.812500 Penalty: 752.197571
	Iteration 18Q: 3 clusters Score -144395.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -144400.171875 Penalty: 752.197571
	Iteration 19Q: 3 clusters Score -144400.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -144401.843750 Penalty: 752.197571
	Iteration 20F: 3 clusters Score -144401.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -144402.750000 Penalty: 752.197571
	Iteration 21Q: 3 clusters Score -144402.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -144403.562500 Penalty: 752.197571
	Iteration 22Q: 3 clusters Score -144403.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -144405.296875 Penalty: 752.197571
	Iteration 23Q: 3 clusters Score -144405.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -144408.218750 Penalty: 752.197571
	Iteration 24Q: 3 clusters Score -144408.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -144410.343750 Penalty: 752.197571
	Iteration 25Q: 3 clusters Score -144410.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -144411.000000 Penalty: 752.197571
	Iteration 26Q: 3 clusters Score -144411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -144412.500000 Penalty: 752.197571
	Iteration 27Q: 3 clusters Score -144412.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -144413.328125 Penalty: 752.197571
	Iteration 28Q: 3 clusters Score -144413.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -144414.062500 Penalty: 752.197571
	Iteration 29Q: 3 clusters Score -144414.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -144415.062500 Penalty: 752.197571
	Iteration 30Q: 3 clusters Score -144415.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -144415.734375 Penalty: 752.197571
	Iteration 31Q: 3 clusters Score -144415.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -144416.203125 Penalty: 752.197571
	Iteration 32Q: 3 clusters Score -144416.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -144416.609375 Penalty: 752.197571
	Iteration 33Q: 3 clusters Score -144416.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -144417.671875 Penalty: 752.197571
	Iteration 34Q: 3 clusters Score -144417.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -144418.000000 Penalty: 752.197571
	Iteration 35Q: 3 clusters Score -144418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -144418.000000 Penalty: 752.197571
	Iteration 36Q: 3 clusters Score -144418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -144418.093750 Penalty: 752.197571
	Iteration 37Q: 3 clusters Score -144418.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -144418.125000 Penalty: 752.197571
	Iteration 38Q: 3 clusters Score -144418.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -144418.125000 Penalty: 752.197571
	Iteration 39F: 3 clusters Score -144418.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (549577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549577 members 
Entering Unmasked Estep 
Score: -21238920.000000 Penalty: 601.369141
	Iteration 0F: 2 clusters Score -2.123892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273904 members 
Mstep: Class 2 contains 275673 members 
Entering Unmasked Estep 
Score: -20893928.000000 Penalty: 1202.738281
	Iteration 0F: 3 clusters Score -2.089393e+07 nChanged 272029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198607 members 
Mstep: Class 2 contains 350970 members 
Entering Unmasked Estep 
Score: -21085228.000000 Penalty: 1202.738281
	Iteration 1F: 3 clusters Score -2.108523e+07 nChanged 43004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158633 members 
Mstep: Class 2 contains 390944 members 
Entering Unmasked Estep 
Score: -21107160.000000 Penalty: 1202.738281
	Iteration 2F: 3 clusters Score -2.110716e+07 nChanged 44533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115926 members 
Mstep: Class 2 contains 433651 members 
Entering Unmasked Estep 
Score: -21130658.000000 Penalty: 1202.738281
	Iteration 3F: 3 clusters Score -2.113066e+07 nChanged 41354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75164 members 
Mstep: Class 2 contains 474413 members 
Entering Unmasked Estep 
Score: -21161878.000000 Penalty: 1202.738281
	Iteration 4F: 3 clusters Score -2.116188e+07 nChanged 35371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 509696 members 
Entering Unmasked Estep 
Score: -21195274.000000 Penalty: 1202.738281
	Iteration 5F: 3 clusters Score -2.119527e+07 nChanged 24293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 533987 members 
Entering Unmasked Estep 
Score: -21221884.000000 Penalty: 1202.738281
	Iteration 6Q: 3 clusters Score -2.122188e+07 nChanged 11186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 545169 members 
Entering Unmasked Estep 
Score: -21234106.000000 Penalty: 1202.738281
	Iteration 7Q: 3 clusters Score -2.123411e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 548327 members 
Entering Unmasked Estep 
Score: -21237258.000000 Penalty: 1202.738281
	Iteration 8Q: 3 clusters Score -2.123726e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 549105 members 
Entering Unmasked Estep 
Score: -21238072.000000 Penalty: 1202.738281
	Iteration 9Q: 3 clusters Score -2.123807e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 549296 members 
Entering Unmasked Estep 
Score: -21238302.000000 Penalty: 1202.738281
	Iteration 10Q: 3 clusters Score -2.12383e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 549348 members 
Entering Unmasked Estep 
Score: -21238398.000000 Penalty: 1202.738281
	Iteration 11Q: 3 clusters Score -2.12384e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 549368 members 
Entering Unmasked Estep 
Score: -21238434.000000 Penalty: 1202.738281
	Iteration 12Q: 3 clusters Score -2.123843e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 549367 members 
Entering Unmasked Estep 
Score: -21238452.000000 Penalty: 1202.738281
	Iteration 13Q: 3 clusters Score -2.123845e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 549357 members 
Entering Unmasked Estep 
Score: -21238486.000000 Penalty: 1202.738281
	Iteration 14Q: 3 clusters Score -2.123849e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 549349 members 
Entering Unmasked Estep 
Score: -21238478.000000 Penalty: 1202.738281
	Iteration 15Q: 3 clusters Score -2.123848e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 549340 members 
Entering Unmasked Estep 
Score: -21238488.000000 Penalty: 1202.738281
	Iteration 16Q: 3 clusters Score -2.123849e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 549328 members 
Entering Unmasked Estep 
Score: -21238506.000000 Penalty: 1202.738281
	Iteration 17Q: 3 clusters Score -2.123851e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 549311 members 
Entering Unmasked Estep 
Score: -21238496.000000 Penalty: 1202.738281
	Iteration 18Q: 3 clusters Score -2.12385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 549305 members 
Entering Unmasked Estep 
Score: -21238502.000000 Penalty: 1202.738281
	Iteration 19Q: 3 clusters Score -2.12385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 549298 members 
Entering Unmasked Estep 
Score: -21238496.000000 Penalty: 1202.738281
	Iteration 20F: 3 clusters Score -2.12385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 549293 members 
Entering Unmasked Estep 
Score: -21238514.000000 Penalty: 1202.738281
	Iteration 21Q: 3 clusters Score -2.123851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 549292 members 
Entering Unmasked Estep 
Score: -21238530.000000 Penalty: 1202.738281
	Iteration 22Q: 3 clusters Score -2.123853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 549292 members 
Entering Unmasked Estep 
Score: -21238514.000000 Penalty: 1202.738281
	Iteration 23Q: 3 clusters Score -2.123851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 549288 members 
Entering Unmasked Estep 
Score: -21238512.000000 Penalty: 1202.738281
	Iteration 24Q: 3 clusters Score -2.123851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 549283 members 
Entering Unmasked Estep 
Score: -21238522.000000 Penalty: 1202.738281
	Iteration 25Q: 3 clusters Score -2.123852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 549283 members 
Entering Unmasked Estep 
Score: -21238522.000000 Penalty: 1202.738281
	Iteration 26F: 3 clusters Score -2.123852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Entering Unmasked Estep 
Score: -256031.703125 Penalty: 404.838348
	Iteration 0F: 2 clusters Score -256031.7 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 3614 members 
Entering Unmasked Estep 
Score: -251150.390625 Penalty: 809.676697
	Iteration 0F: 3 clusters Score -251150.4 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -253221.781250 Penalty: 809.676697
	Iteration 1F: 3 clusters Score -253221.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -253434.671875 Penalty: 809.676697
	Iteration 2F: 3 clusters Score -253434.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -253708.406250 Penalty: 809.676697
	Iteration 3F: 3 clusters Score -253708.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -254017.953125 Penalty: 809.676697
	Iteration 4F: 3 clusters Score -254018 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -254361.312500 Penalty: 809.676697
	Iteration 5F: 3 clusters Score -254361.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -254690.515625 Penalty: 809.676697
	Iteration 6F: 3 clusters Score -254690.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -254941.218750 Penalty: 809.676697
	Iteration 7Q: 3 clusters Score -254941.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -255121.875000 Penalty: 809.676697
	Iteration 8Q: 3 clusters Score -255121.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -255245.531250 Penalty: 809.676697
	Iteration 9Q: 3 clusters Score -255245.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -255322.671875 Penalty: 809.676697
	Iteration 10Q: 3 clusters Score -255322.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -255385.812500 Penalty: 809.676697
	Iteration 11Q: 3 clusters Score -255385.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -255439.296875 Penalty: 809.676697
	Iteration 12Q: 3 clusters Score -255439.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -255477.625000 Penalty: 809.676697
	Iteration 13Q: 3 clusters Score -255477.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -255495.703125 Penalty: 809.676697
	Iteration 14Q: 3 clusters Score -255495.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -255508.359375 Penalty: 809.676697
	Iteration 15Q: 3 clusters Score -255508.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -255513.906250 Penalty: 809.676697
	Iteration 16Q: 3 clusters Score -255513.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -255519.687500 Penalty: 809.676697
	Iteration 17Q: 3 clusters Score -255519.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -255524.671875 Penalty: 809.676697
	Iteration 18Q: 3 clusters Score -255524.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -255530.125000 Penalty: 809.676697
	Iteration 19Q: 3 clusters Score -255530.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -255535.171875 Penalty: 809.676697
	Iteration 20F: 3 clusters Score -255535.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -255541.515625 Penalty: 809.676697
	Iteration 21Q: 3 clusters Score -255541.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -255549.484375 Penalty: 809.676697
	Iteration 22Q: 3 clusters Score -255549.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -255554.921875 Penalty: 809.676697
	Iteration 23Q: 3 clusters Score -255554.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -255557.750000 Penalty: 809.676697
	Iteration 24Q: 3 clusters Score -255557.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -255560.296875 Penalty: 809.676697
	Iteration 25Q: 3 clusters Score -255560.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -255563.890625 Penalty: 809.676697
	Iteration 26Q: 3 clusters Score -255563.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -255564.828125 Penalty: 809.676697
	Iteration 27Q: 3 clusters Score -255564.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -255566.109375 Penalty: 809.676697
	Iteration 28Q: 3 clusters Score -255566.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -255566.625000 Penalty: 809.676697
	Iteration 29Q: 3 clusters Score -255566.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -255567.546875 Penalty: 809.676697
	Iteration 30Q: 3 clusters Score -255567.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -255567.968750 Penalty: 809.676697
	Iteration 31Q: 3 clusters Score -255568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -255568.890625 Penalty: 809.676697
	Iteration 32Q: 3 clusters Score -255568.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -255570.062500 Penalty: 809.676697
	Iteration 33Q: 3 clusters Score -255570.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -255571.015625 Penalty: 809.676697
	Iteration 34Q: 3 clusters Score -255571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -255570.531250 Penalty: 809.676697
	Iteration 35Q: 3 clusters Score -255570.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -255571.718750 Penalty: 809.676697
	Iteration 36Q: 3 clusters Score -255571.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -255571.640625 Penalty: 809.676697
	Iteration 37Q: 3 clusters Score -255571.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -255572.390625 Penalty: 809.676697
	Iteration 38Q: 3 clusters Score -255572.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -255572.843750 Penalty: 809.676697
	Iteration 39Q: 3 clusters Score -255572.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -255573.484375 Penalty: 809.676697
	Iteration 40F: 3 clusters Score -255573.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -255573.468750 Penalty: 809.676697
	Iteration 41Q: 3 clusters Score -255573.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -255573.328125 Penalty: 809.676697
	Iteration 42Q: 3 clusters Score -255573.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -255574.187500 Penalty: 809.676697
	Iteration 43Q: 3 clusters Score -255574.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -255574.187500 Penalty: 809.676697
	Iteration 44F: 3 clusters Score -255574.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Entering Unmasked Estep 
Score: -62889.187500 Penalty: 340.256744
	Iteration 0F: 2 clusters Score -62889.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -61596.019531 Penalty: 680.513489
	Iteration 0F: 3 clusters Score -61596.02 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -62021.261719 Penalty: 680.513489
	Iteration 1F: 3 clusters Score -62021.26 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -62110.187500 Penalty: 680.513489
	Iteration 2F: 3 clusters Score -62110.19 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -62172.753906 Penalty: 680.513489
	Iteration 3F: 3 clusters Score -62172.75 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -62219.320312 Penalty: 680.513489
	Iteration 4F: 3 clusters Score -62219.32 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -62258.097656 Penalty: 680.513489
	Iteration 5Q: 3 clusters Score -62258.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -62298.203125 Penalty: 680.513489
	Iteration 6Q: 3 clusters Score -62298.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -62328.164062 Penalty: 680.513489
	Iteration 7Q: 3 clusters Score -62328.16 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -62365.261719 Penalty: 680.513489
	Iteration 8Q: 3 clusters Score -62365.26 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -62400.664062 Penalty: 680.513489
	Iteration 9Q: 3 clusters Score -62400.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -62435.769531 Penalty: 680.513489
	Iteration 10Q: 3 clusters Score -62435.77 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -62466.292969 Penalty: 680.513489
	Iteration 11Q: 3 clusters Score -62466.29 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -62487.375000 Penalty: 680.513489
	Iteration 12Q: 3 clusters Score -62487.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62505.066406 Penalty: 680.513489
	Iteration 13Q: 3 clusters Score -62505.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -62525.562500 Penalty: 680.513489
	Iteration 14Q: 3 clusters Score -62525.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -62538.296875 Penalty: 680.513489
	Iteration 15Q: 3 clusters Score -62538.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -62545.265625 Penalty: 680.513489
	Iteration 16Q: 3 clusters Score -62545.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -62550.546875 Penalty: 680.513489
	Iteration 17Q: 3 clusters Score -62550.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -62555.437500 Penalty: 680.513489
	Iteration 18Q: 3 clusters Score -62555.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -62563.667969 Penalty: 680.513489
	Iteration 19Q: 3 clusters Score -62563.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -62568.367188 Penalty: 680.513489
	Iteration 20F: 3 clusters Score -62568.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -62574.929688 Penalty: 680.513489
	Iteration 21Q: 3 clusters Score -62574.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -62579.164062 Penalty: 680.513489
	Iteration 22Q: 3 clusters Score -62579.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -62581.894531 Penalty: 680.513489
	Iteration 23Q: 3 clusters Score -62581.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -62583.222656 Penalty: 680.513489
	Iteration 24Q: 3 clusters Score -62583.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -62587.015625 Penalty: 680.513489
	Iteration 25Q: 3 clusters Score -62587.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -62588.417969 Penalty: 680.513489
	Iteration 26Q: 3 clusters Score -62588.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -62590.906250 Penalty: 680.513489
	Iteration 27Q: 3 clusters Score -62590.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -62591.222656 Penalty: 680.513489
	Iteration 28Q: 3 clusters Score -62591.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -62591.644531 Penalty: 680.513489
	Iteration 29Q: 3 clusters Score -62591.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -62591.644531 Penalty: 680.513489
	Iteration 30F: 3 clusters Score -62591.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (479015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479015 members 
Entering Unmasked Estep 
Score: -18377238.000000 Penalty: 595.116638
	Iteration 0F: 2 clusters Score -1.837724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239225 members 
Mstep: Class 2 contains 239790 members 
Entering Unmasked Estep 
Score: -18055420.000000 Penalty: 1190.233276
	Iteration 0F: 3 clusters Score -1.805542e+07 nChanged 237071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226210 members 
Mstep: Class 2 contains 252805 members 
Entering Unmasked Estep 
Score: -18210506.000000 Penalty: 1190.233276
	Iteration 1F: 3 clusters Score -1.821051e+07 nChanged 20849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220527 members 
Mstep: Class 2 contains 258488 members 
Entering Unmasked Estep 
Score: -18220224.000000 Penalty: 1190.233276
	Iteration 2Q: 3 clusters Score -1.822022e+07 nChanged 23772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213407 members 
Mstep: Class 2 contains 265608 members 
Entering Unmasked Estep 
Score: -18233148.000000 Penalty: 1190.233276
	Iteration 3Q: 3 clusters Score -1.823315e+07 nChanged 26200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204343 members 
Mstep: Class 2 contains 274672 members 
Entering Unmasked Estep 
Score: -18249620.000000 Penalty: 1190.233276
	Iteration 4F: 3 clusters Score -1.824962e+07 nChanged 27460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194009 members 
Mstep: Class 2 contains 285006 members 
Entering Unmasked Estep 
Score: -18267098.000000 Penalty: 1190.233276
	Iteration 5F: 3 clusters Score -1.82671e+07 nChanged 25958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184657 members 
Mstep: Class 2 contains 294358 members 
Entering Unmasked Estep 
Score: -18282494.000000 Penalty: 1190.233276
	Iteration 6F: 3 clusters Score -1.828249e+07 nChanged 21993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177152 members 
Mstep: Class 2 contains 301863 members 
Entering Unmasked Estep 
Score: -18292720.000000 Penalty: 1190.233276
	Iteration 7Q: 3 clusters Score -1.829272e+07 nChanged 16379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170847 members 
Mstep: Class 2 contains 308168 members 
Entering Unmasked Estep 
Score: -18297650.000000 Penalty: 1190.233276
	Iteration 8Q: 3 clusters Score -1.829765e+07 nChanged 11314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164719 members 
Mstep: Class 2 contains 314296 members 
Entering Unmasked Estep 
Score: -18300312.000000 Penalty: 1190.233276
	Iteration 9Q: 3 clusters Score -1.830031e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158347 members 
Mstep: Class 2 contains 320668 members 
Entering Unmasked Estep 
Score: -18302358.000000 Penalty: 1190.233276
	Iteration 10Q: 3 clusters Score -1.830236e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151593 members 
Mstep: Class 2 contains 327422 members 
Entering Unmasked Estep 
Score: -18304104.000000 Penalty: 1190.233276
	Iteration 11Q: 3 clusters Score -1.83041e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144521 members 
Mstep: Class 2 contains 334494 members 
Entering Unmasked Estep 
Score: -18306310.000000 Penalty: 1190.233276
	Iteration 12Q: 3 clusters Score -1.830631e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137214 members 
Mstep: Class 2 contains 341801 members 
Entering Unmasked Estep 
Score: -18308764.000000 Penalty: 1190.233276
	Iteration 13Q: 3 clusters Score -1.830876e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129641 members 
Mstep: Class 2 contains 349374 members 
Entering Unmasked Estep 
Score: -18311456.000000 Penalty: 1190.233276
	Iteration 14Q: 3 clusters Score -1.831146e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121448 members 
Mstep: Class 2 contains 357567 members 
Entering Unmasked Estep 
Score: -18314456.000000 Penalty: 1190.233276
	Iteration 15Q: 3 clusters Score -1.831446e+07 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112453 members 
Mstep: Class 2 contains 366562 members 
Entering Unmasked Estep 
Score: -18318470.000000 Penalty: 1190.233276
	Iteration 16Q: 3 clusters Score -1.831847e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102663 members 
Mstep: Class 2 contains 376352 members 
Entering Unmasked Estep 
Score: -18322808.000000 Penalty: 1190.233276
	Iteration 17Q: 3 clusters Score -1.832281e+07 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92338 members 
Mstep: Class 2 contains 386677 members 
Entering Unmasked Estep 
Score: -18327818.000000 Penalty: 1190.233276
	Iteration 18Q: 3 clusters Score -1.832782e+07 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81837 members 
Mstep: Class 2 contains 397178 members 
Entering Unmasked Estep 
Score: -18332980.000000 Penalty: 1190.233276
	Iteration 19Q: 3 clusters Score -1.833298e+07 nChanged 10680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71167 members 
Mstep: Class 2 contains 407848 members 
Entering Unmasked Estep 
Score: -18338592.000000 Penalty: 1190.233276
	Iteration 20F: 3 clusters Score -1.833859e+07 nChanged 10466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 418308 members 
Entering Unmasked Estep 
Score: -18343924.000000 Penalty: 1190.233276
	Iteration 21Q: 3 clusters Score -1.834392e+07 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 428357 members 
Entering Unmasked Estep 
Score: -18349396.000000 Penalty: 1190.233276
	Iteration 22Q: 3 clusters Score -1.83494e+07 nChanged 9365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 437722 members 
Entering Unmasked Estep 
Score: -18354106.000000 Penalty: 1190.233276
	Iteration 23Q: 3 clusters Score -1.835411e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 446181 members 
Entering Unmasked Estep 
Score: -18358608.000000 Penalty: 1190.233276
	Iteration 24Q: 3 clusters Score -1.835861e+07 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 453392 members 
Entering Unmasked Estep 
Score: -18362710.000000 Penalty: 1190.233276
	Iteration 25Q: 3 clusters Score -1.836271e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 459578 members 
Entering Unmasked Estep 
Score: -18366276.000000 Penalty: 1190.233276
	Iteration 26Q: 3 clusters Score -1.836628e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 464613 members 
Entering Unmasked Estep 
Score: -18369052.000000 Penalty: 1190.233276
	Iteration 27Q: 3 clusters Score -1.836905e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 468624 members 
Entering Unmasked Estep 
Score: -18371424.000000 Penalty: 1190.233276
	Iteration 28Q: 3 clusters Score -1.837142e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 471775 members 
Entering Unmasked Estep 
Score: -18373224.000000 Penalty: 1190.233276
	Iteration 29Q: 3 clusters Score -1.837322e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 474093 members 
Entering Unmasked Estep 
Score: -18374400.000000 Penalty: 1190.233276
	Iteration 30Q: 3 clusters Score -1.83744e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 475715 members 
Entering Unmasked Estep 
Score: -18375168.000000 Penalty: 1190.233276
	Iteration 31Q: 3 clusters Score -1.837517e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 476857 members 
Entering Unmasked Estep 
Score: -18375752.000000 Penalty: 1190.233276
	Iteration 32Q: 3 clusters Score -1.837575e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 477614 members 
Entering Unmasked Estep 
Score: -18376122.000000 Penalty: 1190.233276
	Iteration 33Q: 3 clusters Score -1.837612e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 478089 members 
Entering Unmasked Estep 
Score: -18376362.000000 Penalty: 1190.233276
	Iteration 34Q: 3 clusters Score -1.837636e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 478390 members 
Entering Unmasked Estep 
Score: -18376504.000000 Penalty: 1190.233276
	Iteration 35Q: 3 clusters Score -1.83765e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 478570 members 
Entering Unmasked Estep 
Score: -18376556.000000 Penalty: 1190.233276
	Iteration 36Q: 3 clusters Score -1.837656e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 478665 members 
Entering Unmasked Estep 
Score: -18376592.000000 Penalty: 1190.233276
	Iteration 37Q: 3 clusters Score -1.837659e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 478730 members 
Entering Unmasked Estep 
Score: -18376664.000000 Penalty: 1190.233276
	Iteration 38Q: 3 clusters Score -1.837666e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 478774 members 
Entering Unmasked Estep 
Score: -18376670.000000 Penalty: 1190.233276
	Iteration 39Q: 3 clusters Score -1.837667e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 478809 members 
Entering Unmasked Estep 
Score: -18376680.000000 Penalty: 1190.233276
	Iteration 40F: 3 clusters Score -1.837668e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 478836 members 
Entering Unmasked Estep 
Score: -18376692.000000 Penalty: 1190.233276
	Iteration 41Q: 3 clusters Score -1.837669e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 478849 members 
Entering Unmasked Estep 
Score: -18376704.000000 Penalty: 1190.233276
	Iteration 42Q: 3 clusters Score -1.83767e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 478862 members 
Entering Unmasked Estep 
Score: -18376724.000000 Penalty: 1190.233276
	Iteration 43Q: 3 clusters Score -1.837672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 478867 members 
Entering Unmasked Estep 
Score: -18376728.000000 Penalty: 1190.233276
	Iteration 44Q: 3 clusters Score -1.837673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 478875 members 
Entering Unmasked Estep 
Score: -18376734.000000 Penalty: 1190.233276
	Iteration 45Q: 3 clusters Score -1.837673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 478879 members 
Entering Unmasked Estep 
Score: -18376744.000000 Penalty: 1190.233276
	Iteration 46Q: 3 clusters Score -1.837674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 478882 members 
Entering Unmasked Estep 
Score: -18376738.000000 Penalty: 1190.233276
	Iteration 47Q: 3 clusters Score -1.837674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 478886 members 
Entering Unmasked Estep 
Score: -18376742.000000 Penalty: 1190.233276
	Iteration 48Q: 3 clusters Score -1.837674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 478888 members 
Entering Unmasked Estep 
Score: -18376742.000000 Penalty: 1190.233276
	Iteration 49Q: 3 clusters Score -1.837674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 478889 members 
Entering Unmasked Estep 
Score: -18376746.000000 Penalty: 1190.233276
	Iteration 50Q: 3 clusters Score -1.837675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 478889 members 
Entering Unmasked Estep 
Score: -18376746.000000 Penalty: 1190.233276
	Iteration 51F: 3 clusters Score -1.837675e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -31461.480469 Penalty: 307.756775
	Iteration 0F: 2 clusters Score -31461.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -30738.380859 Penalty: 615.513550
	Iteration 0F: 3 clusters Score -30738.38 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -30976.109375 Penalty: 615.513550
	Iteration 1F: 3 clusters Score -30976.11 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -31055.234375 Penalty: 615.513550
	Iteration 2F: 3 clusters Score -31055.23 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -31105.326172 Penalty: 615.513550
	Iteration 3F: 3 clusters Score -31105.33 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -31137.701172 Penalty: 615.513550
	Iteration 4Q: 3 clusters Score -31137.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -31163.765625 Penalty: 615.513550
	Iteration 5Q: 3 clusters Score -31163.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -31188.015625 Penalty: 615.513550
	Iteration 6Q: 3 clusters Score -31188.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -31207.242188 Penalty: 615.513550
	Iteration 7Q: 3 clusters Score -31207.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -31227.099609 Penalty: 615.513550
	Iteration 8Q: 3 clusters Score -31227.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -31243.369141 Penalty: 615.513550
	Iteration 9Q: 3 clusters Score -31243.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -31258.308594 Penalty: 615.513550
	Iteration 10Q: 3 clusters Score -31258.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -31269.103516 Penalty: 615.513550
	Iteration 11Q: 3 clusters Score -31269.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -31280.917969 Penalty: 615.513550
	Iteration 12Q: 3 clusters Score -31280.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -31288.285156 Penalty: 615.513550
	Iteration 13Q: 3 clusters Score -31288.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -31291.687500 Penalty: 615.513550
	Iteration 14Q: 3 clusters Score -31291.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -31292.216797 Penalty: 615.513550
	Iteration 15Q: 3 clusters Score -31292.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -31292.355469 Penalty: 615.513550
	Iteration 16Q: 3 clusters Score -31292.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -31292.730469 Penalty: 615.513550
	Iteration 17F: 3 clusters Score -31292.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -31294.335938 Penalty: 615.513550
	Iteration 18Q: 3 clusters Score -31294.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -31294.335938 Penalty: 615.513550
	Iteration 19F: 3 clusters Score -31294.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Entering Unmasked Estep 
Score: -179506.484375 Penalty: 385.408691
	Iteration 0F: 2 clusters Score -179506.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -176293.562500 Penalty: 770.817383
	Iteration 0F: 3 clusters Score -176293.6 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -177546.203125 Penalty: 770.817383
	Iteration 1F: 3 clusters Score -177546.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -177642.296875 Penalty: 770.817383
	Iteration 2F: 3 clusters Score -177642.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -177727.140625 Penalty: 770.817383
	Iteration 3Q: 3 clusters Score -177727.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -177860.593750 Penalty: 770.817383
	Iteration 4Q: 3 clusters Score -177860.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -178087.578125 Penalty: 770.817383
	Iteration 5F: 3 clusters Score -178087.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -178397.218750 Penalty: 770.817383
	Iteration 6F: 3 clusters Score -178397.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -178704.312500 Penalty: 770.817383
	Iteration 7F: 3 clusters Score -178704.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -178924.437500 Penalty: 770.817383
	Iteration 8F: 3 clusters Score -178924.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -179068.953125 Penalty: 770.817383
	Iteration 9Q: 3 clusters Score -179069 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -179158.906250 Penalty: 770.817383
	Iteration 10Q: 3 clusters Score -179158.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -179215.937500 Penalty: 770.817383
	Iteration 11Q: 3 clusters Score -179215.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -179257.640625 Penalty: 770.817383
	Iteration 12Q: 3 clusters Score -179257.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -179298.296875 Penalty: 770.817383
	Iteration 13Q: 3 clusters Score -179298.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -179333.000000 Penalty: 770.817383
	Iteration 14Q: 3 clusters Score -179333 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -179363.109375 Penalty: 770.817383
	Iteration 15Q: 3 clusters Score -179363.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -179380.609375 Penalty: 770.817383
	Iteration 16Q: 3 clusters Score -179380.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -179391.890625 Penalty: 770.817383
	Iteration 17Q: 3 clusters Score -179391.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -179396.968750 Penalty: 770.817383
	Iteration 18Q: 3 clusters Score -179397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -179401.296875 Penalty: 770.817383
	Iteration 19Q: 3 clusters Score -179401.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -179404.078125 Penalty: 770.817383
	Iteration 20F: 3 clusters Score -179404.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -179409.203125 Penalty: 770.817383
	Iteration 21Q: 3 clusters Score -179409.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -179414.062500 Penalty: 770.817383
	Iteration 22Q: 3 clusters Score -179414.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -179415.968750 Penalty: 770.817383
	Iteration 23Q: 3 clusters Score -179416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -179417.421875 Penalty: 770.817383
	Iteration 24Q: 3 clusters Score -179417.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -179418.765625 Penalty: 770.817383
	Iteration 25Q: 3 clusters Score -179418.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -179419.515625 Penalty: 770.817383
	Iteration 26Q: 3 clusters Score -179419.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -179419.843750 Penalty: 770.817383
	Iteration 27Q: 3 clusters Score -179419.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -179419.843750 Penalty: 770.817383
	Iteration 28F: 3 clusters Score -179419.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Entering Unmasked Estep 
Score: -217860.125000 Penalty: 396.639648
	Iteration 0F: 2 clusters Score -217860.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -213747.671875 Penalty: 793.279297
	Iteration 0F: 3 clusters Score -213747.7 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -215415.765625 Penalty: 793.279297
	Iteration 1F: 3 clusters Score -215415.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -215570.453125 Penalty: 793.279297
	Iteration 2F: 3 clusters Score -215570.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -215782.296875 Penalty: 793.279297
	Iteration 3F: 3 clusters Score -215782.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -216048.843750 Penalty: 793.279297
	Iteration 4F: 3 clusters Score -216048.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -216374.671875 Penalty: 793.279297
	Iteration 5F: 3 clusters Score -216374.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -216705.953125 Penalty: 793.279297
	Iteration 6F: 3 clusters Score -216706 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -216966.890625 Penalty: 793.279297
	Iteration 7F: 3 clusters Score -216966.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -217112.812500 Penalty: 793.279297
	Iteration 8Q: 3 clusters Score -217112.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -217196.234375 Penalty: 793.279297
	Iteration 9Q: 3 clusters Score -217196.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -217251.234375 Penalty: 793.279297
	Iteration 10Q: 3 clusters Score -217251.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -217291.875000 Penalty: 793.279297
	Iteration 11Q: 3 clusters Score -217291.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -217322.125000 Penalty: 793.279297
	Iteration 12Q: 3 clusters Score -217322.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -217343.062500 Penalty: 793.279297
	Iteration 13Q: 3 clusters Score -217343.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -217358.406250 Penalty: 793.279297
	Iteration 14Q: 3 clusters Score -217358.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -217370.156250 Penalty: 793.279297
	Iteration 15Q: 3 clusters Score -217370.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -217384.046875 Penalty: 793.279297
	Iteration 16Q: 3 clusters Score -217384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -217391.546875 Penalty: 793.279297
	Iteration 17Q: 3 clusters Score -217391.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -217403.718750 Penalty: 793.279297
	Iteration 18Q: 3 clusters Score -217403.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -217414.859375 Penalty: 793.279297
	Iteration 19Q: 3 clusters Score -217414.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -217423.093750 Penalty: 793.279297
	Iteration 20F: 3 clusters Score -217423.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -217426.171875 Penalty: 793.279297
	Iteration 21Q: 3 clusters Score -217426.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -217430.000000 Penalty: 793.279297
	Iteration 22Q: 3 clusters Score -217430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -217436.328125 Penalty: 793.279297
	Iteration 23Q: 3 clusters Score -217436.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -217444.437500 Penalty: 793.279297
	Iteration 24Q: 3 clusters Score -217444.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -217452.281250 Penalty: 793.279297
	Iteration 25Q: 3 clusters Score -217452.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -217464.078125 Penalty: 793.279297
	Iteration 26Q: 3 clusters Score -217464.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -217483.984375 Penalty: 793.279297
	Iteration 27Q: 3 clusters Score -217484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -217508.687500 Penalty: 793.279297
	Iteration 28Q: 3 clusters Score -217508.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -217547.281250 Penalty: 793.279297
	Iteration 29Q: 3 clusters Score -217547.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -217590.750000 Penalty: 793.279297
	Iteration 30Q: 3 clusters Score -217590.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -217628.468750 Penalty: 793.279297
	Iteration 31Q: 3 clusters Score -217628.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -217655.843750 Penalty: 793.279297
	Iteration 32Q: 3 clusters Score -217655.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -217674.671875 Penalty: 793.279297
	Iteration 33Q: 3 clusters Score -217674.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -217687.484375 Penalty: 793.279297
	Iteration 34Q: 3 clusters Score -217687.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -217692.843750 Penalty: 793.279297
	Iteration 35Q: 3 clusters Score -217692.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -217696.515625 Penalty: 793.279297
	Iteration 36Q: 3 clusters Score -217696.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -217700.593750 Penalty: 793.279297
	Iteration 37Q: 3 clusters Score -217700.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -217701.375000 Penalty: 793.279297
	Iteration 38Q: 3 clusters Score -217701.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -217703.062500 Penalty: 793.279297
	Iteration 39Q: 3 clusters Score -217703.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -217703.062500 Penalty: 793.279297
	Iteration 40F: 3 clusters Score -217703.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Entering Unmasked Estep 
Score: -84032.921875 Penalty: 363.755768
	Iteration 0F: 2 clusters Score -84032.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -81935.468750 Penalty: 727.511536
	Iteration 0F: 3 clusters Score -81935.47 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -82738.835938 Penalty: 727.511536
	Iteration 1F: 3 clusters Score -82738.84 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -82894.203125 Penalty: 727.511536
	Iteration 2F: 3 clusters Score -82894.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -83025.812500 Penalty: 727.511536
	Iteration 3F: 3 clusters Score -83025.81 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -83149.617188 Penalty: 727.511536
	Iteration 4F: 3 clusters Score -83149.62 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -83250.906250 Penalty: 727.511536
	Iteration 5F: 3 clusters Score -83250.91 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -83355.742188 Penalty: 727.511536
	Iteration 6F: 3 clusters Score -83355.74 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -83426.398438 Penalty: 727.511536
	Iteration 7Q: 3 clusters Score -83426.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -83480.421875 Penalty: 727.511536
	Iteration 8Q: 3 clusters Score -83480.42 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -83516.757812 Penalty: 727.511536
	Iteration 9Q: 3 clusters Score -83516.76 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -83543.250000 Penalty: 727.511536
	Iteration 10Q: 3 clusters Score -83543.25 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -83567.601562 Penalty: 727.511536
	Iteration 11Q: 3 clusters Score -83567.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -83586.320312 Penalty: 727.511536
	Iteration 12Q: 3 clusters Score -83586.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -83594.507812 Penalty: 727.511536
	Iteration 13Q: 3 clusters Score -83594.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -83602.726562 Penalty: 727.511536
	Iteration 14Q: 3 clusters Score -83602.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -83613.890625 Penalty: 727.511536
	Iteration 15Q: 3 clusters Score -83613.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -83628.148438 Penalty: 727.511536
	Iteration 16Q: 3 clusters Score -83628.15 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -83641.179688 Penalty: 727.511536
	Iteration 17Q: 3 clusters Score -83641.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -83655.250000 Penalty: 727.511536
	Iteration 18Q: 3 clusters Score -83655.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -83667.289062 Penalty: 727.511536
	Iteration 19Q: 3 clusters Score -83667.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -83680.679688 Penalty: 727.511536
	Iteration 20F: 3 clusters Score -83680.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -83696.109375 Penalty: 727.511536
	Iteration 21Q: 3 clusters Score -83696.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -83716.078125 Penalty: 727.511536
	Iteration 22Q: 3 clusters Score -83716.08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -83741.679688 Penalty: 727.511536
	Iteration 23Q: 3 clusters Score -83741.68 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -83762.515625 Penalty: 727.511536
	Iteration 24Q: 3 clusters Score -83762.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -83771.195312 Penalty: 727.511536
	Iteration 25Q: 3 clusters Score -83771.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -83778.828125 Penalty: 727.511536
	Iteration 26Q: 3 clusters Score -83778.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -83785.757812 Penalty: 727.511536
	Iteration 27Q: 3 clusters Score -83785.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -83796.937500 Penalty: 727.511536
	Iteration 28Q: 3 clusters Score -83796.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -83801.750000 Penalty: 727.511536
	Iteration 29Q: 3 clusters Score -83801.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -83807.367188 Penalty: 727.511536
	Iteration 30Q: 3 clusters Score -83807.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -83812.445312 Penalty: 727.511536
	Iteration 31Q: 3 clusters Score -83812.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -83815.023438 Penalty: 727.511536
	Iteration 32Q: 3 clusters Score -83815.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -83815.968750 Penalty: 727.511536
	Iteration 33Q: 3 clusters Score -83815.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -83816.179688 Penalty: 727.511536
	Iteration 34Q: 3 clusters Score -83816.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -83816.328125 Penalty: 727.511536
	Iteration 35Q: 3 clusters Score -83816.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -83816.289062 Penalty: 727.511536
	Iteration 36Q: 3 clusters Score -83816.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -83816.476562 Penalty: 727.511536
	Iteration 37Q: 3 clusters Score -83816.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -83816.609375 Penalty: 727.511536
	Iteration 38Q: 3 clusters Score -83816.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -83816.875000 Penalty: 727.511536
	Iteration 39Q: 3 clusters Score -83816.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -83816.875000 Penalty: 727.511536
	Iteration 40F: 3 clusters Score -83816.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -274295.812500 Penalty: 404.738647
	Iteration 0F: 2 clusters Score -274295.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -269431.781250 Penalty: 809.477295
	Iteration 0F: 3 clusters Score -269431.8 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -271329.593750 Penalty: 809.477295
	Iteration 1F: 3 clusters Score -271329.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -271602.375000 Penalty: 809.477295
	Iteration 2F: 3 clusters Score -271602.4 nChanged 485
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: -271966.843750 Penalty: 809.477295
	Iteration 3F: 3 clusters Score -271966.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -272493.906250 Penalty: 809.477295
	Iteration 4F: 3 clusters Score -272493.9 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -273047.968750 Penalty: 809.477295
	Iteration 5F: 3 clusters Score -273048 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -273408.000000 Penalty: 809.477295
	Iteration 6F: 3 clusters Score -273408 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -273618.875000 Penalty: 809.477295
	Iteration 7Q: 3 clusters Score -273618.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -273733.906250 Penalty: 809.477295
	Iteration 8Q: 3 clusters Score -273733.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -273802.750000 Penalty: 809.477295
	Iteration 9Q: 3 clusters Score -273802.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -273858.656250 Penalty: 809.477295
	Iteration 10Q: 3 clusters Score -273858.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -273899.437500 Penalty: 809.477295
	Iteration 11Q: 3 clusters Score -273899.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -273919.250000 Penalty: 809.477295
	Iteration 12Q: 3 clusters Score -273919.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -273930.625000 Penalty: 809.477295
	Iteration 13Q: 3 clusters Score -273930.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -273938.750000 Penalty: 809.477295
	Iteration 14Q: 3 clusters Score -273938.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -273944.218750 Penalty: 809.477295
	Iteration 15Q: 3 clusters Score -273944.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -273949.906250 Penalty: 809.477295
	Iteration 16Q: 3 clusters Score -273949.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -273956.625000 Penalty: 809.477295
	Iteration 17Q: 3 clusters Score -273956.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -273962.125000 Penalty: 809.477295
	Iteration 18Q: 3 clusters Score -273962.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -273964.968750 Penalty: 809.477295
	Iteration 19Q: 3 clusters Score -273965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -273968.968750 Penalty: 809.477295
	Iteration 20F: 3 clusters Score -273969 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -273974.000000 Penalty: 809.477295
	Iteration 21Q: 3 clusters Score -273974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -273976.218750 Penalty: 809.477295
	Iteration 22Q: 3 clusters Score -273976.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -273978.906250 Penalty: 809.477295
	Iteration 23Q: 3 clusters Score -273978.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -273981.531250 Penalty: 809.477295
	Iteration 24Q: 3 clusters Score -273981.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -273984.500000 Penalty: 809.477295
	Iteration 25Q: 3 clusters Score -273984.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -273987.937500 Penalty: 809.477295
	Iteration 26Q: 3 clusters Score -273987.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -273991.468750 Penalty: 809.477295
	Iteration 27Q: 3 clusters Score -273991.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -273993.937500 Penalty: 809.477295
	Iteration 28Q: 3 clusters Score -273993.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -273996.500000 Penalty: 809.477295
	Iteration 29Q: 3 clusters Score -273996.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -273997.718750 Penalty: 809.477295
	Iteration 30Q: 3 clusters Score -273997.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -273998.343750 Penalty: 809.477295
	Iteration 31Q: 3 clusters Score -273998.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -273999.687500 Penalty: 809.477295
	Iteration 32Q: 3 clusters Score -273999.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -274000.625000 Penalty: 809.477295
	Iteration 33Q: 3 clusters Score -274000.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -274001.718750 Penalty: 809.477295
	Iteration 34Q: 3 clusters Score -274001.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -274002.437500 Penalty: 809.477295
	Iteration 35Q: 3 clusters Score -274002.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -274003.468750 Penalty: 809.477295
	Iteration 36Q: 3 clusters Score -274003.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -274008.093750 Penalty: 809.477295
	Iteration 37Q: 3 clusters Score -274008.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -274011.500000 Penalty: 809.477295
	Iteration 38Q: 3 clusters Score -274011.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -274012.281250 Penalty: 809.477295
	Iteration 39Q: 3 clusters Score -274012.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -274012.937500 Penalty: 809.477295
	Iteration 40F: 3 clusters Score -274012.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -274013.687500 Penalty: 809.477295
	Iteration 41Q: 3 clusters Score -274013.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -274014.531250 Penalty: 809.477295
	Iteration 42Q: 3 clusters Score -274014.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -274015.656250 Penalty: 809.477295
	Iteration 43Q: 3 clusters Score -274015.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -274016.125000 Penalty: 809.477295
	Iteration 44Q: 3 clusters Score -274016.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -274017.875000 Penalty: 809.477295
	Iteration 45Q: 3 clusters Score -274017.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -274019.781250 Penalty: 809.477295
	Iteration 46Q: 3 clusters Score -274019.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -274021.281250 Penalty: 809.477295
	Iteration 47Q: 3 clusters Score -274021.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -274024.906250 Penalty: 809.477295
	Iteration 48Q: 3 clusters Score -274024.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -274028.281250 Penalty: 809.477295
	Iteration 49Q: 3 clusters Score -274028.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -274029.906250 Penalty: 809.477295
	Iteration 50Q: 3 clusters Score -274029.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -274031.937500 Penalty: 809.477295
	Iteration 51Q: 3 clusters Score -274031.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -274033.906250 Penalty: 809.477295
	Iteration 52Q: 3 clusters Score -274033.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -274036.406250 Penalty: 809.477295
	Iteration 53Q: 3 clusters Score -274036.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -274042.968750 Penalty: 809.477295
	Iteration 54Q: 3 clusters Score -274043 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -274050.625000 Penalty: 809.477295
	Iteration 55Q: 3 clusters Score -274050.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -274058.531250 Penalty: 809.477295
	Iteration 56Q: 3 clusters Score -274058.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -274069.468750 Penalty: 809.477295
	Iteration 57Q: 3 clusters Score -274069.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -274081.781250 Penalty: 809.477295
	Iteration 58Q: 3 clusters Score -274081.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -274097.031250 Penalty: 809.477295
	Iteration 59Q: 3 clusters Score -274097 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -274110.875000 Penalty: 809.477295
	Iteration 60F: 3 clusters Score -274110.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -274121.343750 Penalty: 809.477295
	Iteration 61Q: 3 clusters Score -274121.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -274136.562500 Penalty: 809.477295
	Iteration 62Q: 3 clusters Score -274136.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -274151.906250 Penalty: 809.477295
	Iteration 63Q: 3 clusters Score -274151.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -274167.906250 Penalty: 809.477295
	Iteration 64Q: 3 clusters Score -274167.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -274191.656250 Penalty: 809.477295
	Iteration 65Q: 3 clusters Score -274191.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -274226.375000 Penalty: 809.477295
	Iteration 66Q: 3 clusters Score -274226.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -274260.437500 Penalty: 809.477295
	Iteration 67Q: 3 clusters Score -274260.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -274289.437500 Penalty: 809.477295
	Iteration 68Q: 3 clusters Score -274289.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -274302.250000 Penalty: 809.477295
	Iteration 69Q: 3 clusters Score -274302.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -274314.968750 Penalty: 809.477295
	Iteration 70Q: 3 clusters Score -274315 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -274324.843750 Penalty: 809.477295
	Iteration 71Q: 3 clusters Score -274324.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -274332.343750 Penalty: 809.477295
	Iteration 72Q: 3 clusters Score -274332.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -274338.000000 Penalty: 809.477295
	Iteration 73Q: 3 clusters Score -274338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -274341.562500 Penalty: 809.477295
	Iteration 74Q: 3 clusters Score -274341.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -274342.718750 Penalty: 809.477295
	Iteration 75Q: 3 clusters Score -274342.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -274344.906250 Penalty: 809.477295
	Iteration 76Q: 3 clusters Score -274344.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -274346.781250 Penalty: 809.477295
	Iteration 77Q: 3 clusters Score -274346.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -274348.218750 Penalty: 809.477295
	Iteration 78Q: 3 clusters Score -274348.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -274348.656250 Penalty: 809.477295
	Iteration 79Q: 3 clusters Score -274348.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -274349.312500 Penalty: 809.477295
	Iteration 80F: 3 clusters Score -274349.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -274349.406250 Penalty: 809.477295
	Iteration 81Q: 3 clusters Score -274349.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -274349.406250 Penalty: 809.477295
	Iteration 82Q: 3 clusters Score -274349.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -274349.687500 Penalty: 809.477295
	Iteration 83Q: 3 clusters Score -274349.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -274349.812500 Penalty: 809.477295
	Iteration 84Q: 3 clusters Score -274349.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -274350.093750 Penalty: 809.477295
	Iteration 85Q: 3 clusters Score -274350.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -274350.093750 Penalty: 809.477295
	Iteration 86Q: 3 clusters Score -274350.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -274350.406250 Penalty: 809.477295
	Iteration 87Q: 3 clusters Score -274350.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -274350.468750 Penalty: 809.477295
	Iteration 88Q: 3 clusters Score -274350.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -274350.468750 Penalty: 809.477295
	Iteration 89F: 3 clusters Score -274350.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 549577 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 479015 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 4772 members 
Mstep: Class 8 contains 6108 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 6508 members 
Mstep: Class 11 contains 12675 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7590 members 
Mstep: Class 14 contains 11537 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 105941 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10800 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17332 members 
Mstep: Class 22 contains 14792 members 
Mstep: Class 23 contains 3262 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7730 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15774 members 
Mstep: Class 29 contains 5382 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1193 members 
Mstep: Class 32 contains 12721 members 
Mstep: Class 33 contains 7446 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4185 members 
Mstep: Class 36 contains 21563 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9999 members 
Mstep: Class 39 contains 7093 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 17631 members 
Mstep: Class 42 contains 790 members 
Entering Unmasked Estep 
Score: -50376016.000000 Penalty: 27027.978516
Splitting cluster 10 changes total score from -50376272.000000 to -50376016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (12675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Entering Unmasked Estep 
Score: -455164.031250 Penalty: 429.856110
	Iteration 0F: 2 clusters Score -455164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -446751.218750 Penalty: 859.712219
	Iteration 0F: 3 clusters Score -446751.2 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -450727.375000 Penalty: 859.712219
	Iteration 1F: 3 clusters Score -450727.4 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -451558.625000 Penalty: 859.712219
	Iteration 2F: 3 clusters Score -451558.6 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -452478.093750 Penalty: 859.712219
	Iteration 3F: 3 clusters Score -452478.1 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -453246.406250 Penalty: 859.712219
	Iteration 4F: 3 clusters Score -453246.4 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -453786.531250 Penalty: 859.712219
	Iteration 5F: 3 clusters Score -453786.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -454122.812500 Penalty: 859.712219
	Iteration 6Q: 3 clusters Score -454122.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -454381.218750 Penalty: 859.712219
	Iteration 7Q: 3 clusters Score -454381.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -454642.625000 Penalty: 859.712219
	Iteration 8Q: 3 clusters Score -454642.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -454838.562500 Penalty: 859.712219
	Iteration 9Q: 3 clusters Score -454838.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -454948.031250 Penalty: 859.712219
	Iteration 10Q: 3 clusters Score -454948 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -454997.468750 Penalty: 859.712219
	Iteration 11Q: 3 clusters Score -454997.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -455035.250000 Penalty: 859.712219
	Iteration 12Q: 3 clusters Score -455035.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -455058.718750 Penalty: 859.712219
	Iteration 13Q: 3 clusters Score -455058.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -455074.000000 Penalty: 859.712219
	Iteration 14Q: 3 clusters Score -455074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -455081.343750 Penalty: 859.712219
	Iteration 15Q: 3 clusters Score -455081.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -455092.562500 Penalty: 859.712219
	Iteration 16Q: 3 clusters Score -455092.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -455100.375000 Penalty: 859.712219
	Iteration 17Q: 3 clusters Score -455100.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -455105.437500 Penalty: 859.712219
	Iteration 18Q: 3 clusters Score -455105.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -455109.062500 Penalty: 859.712219
	Iteration 19Q: 3 clusters Score -455109.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -455112.375000 Penalty: 859.712219
	Iteration 20F: 3 clusters Score -455112.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -455117.468750 Penalty: 859.712219
	Iteration 21Q: 3 clusters Score -455117.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -455120.000000 Penalty: 859.712219
	Iteration 22Q: 3 clusters Score -455120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -455126.750000 Penalty: 859.712219
	Iteration 23Q: 3 clusters Score -455126.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -455129.562500 Penalty: 859.712219
	Iteration 24Q: 3 clusters Score -455129.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -455134.281250 Penalty: 859.712219
	Iteration 25Q: 3 clusters Score -455134.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -455135.812500 Penalty: 859.712219
	Iteration 26Q: 3 clusters Score -455135.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -455139.031250 Penalty: 859.712219
	Iteration 27Q: 3 clusters Score -455139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -455139.468750 Penalty: 859.712219
	Iteration 28Q: 3 clusters Score -455139.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -455142.781250 Penalty: 859.712219
	Iteration 29Q: 3 clusters Score -455142.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -455142.093750 Penalty: 859.712219
	Iteration 30Q: 3 clusters Score -455142.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -455144.843750 Penalty: 859.712219
	Iteration 31Q: 3 clusters Score -455144.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -455145.437500 Penalty: 859.712219
	Iteration 32Q: 3 clusters Score -455145.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -455146.187500 Penalty: 859.712219
	Iteration 33Q: 3 clusters Score -455146.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -455147.000000 Penalty: 859.712219
	Iteration 34Q: 3 clusters Score -455147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -455147.968750 Penalty: 859.712219
	Iteration 35Q: 3 clusters Score -455148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -455148.468750 Penalty: 859.712219
	Iteration 36Q: 3 clusters Score -455148.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -455148.343750 Penalty: 859.712219
	Iteration 37Q: 3 clusters Score -455148.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -455148.343750 Penalty: 859.712219
	Iteration 38F: 3 clusters Score -455148.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Entering Unmasked Estep 
Score: -118579.218750 Penalty: 369.024414
	Iteration 0F: 2 clusters Score -118579.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -116228.039062 Penalty: 738.048828
	Iteration 0F: 3 clusters Score -116228 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -117204.812500 Penalty: 738.048828
	Iteration 1F: 3 clusters Score -117204.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -117402.242188 Penalty: 738.048828
	Iteration 2F: 3 clusters Score -117402.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -117556.945312 Penalty: 738.048828
	Iteration 3F: 3 clusters Score -117556.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -117673.968750 Penalty: 738.048828
	Iteration 4F: 3 clusters Score -117674 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -117770.218750 Penalty: 738.048828
	Iteration 5Q: 3 clusters Score -117770.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -117839.031250 Penalty: 738.048828
	Iteration 6Q: 3 clusters Score -117839 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -117886.289062 Penalty: 738.048828
	Iteration 7Q: 3 clusters Score -117886.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -117927.648438 Penalty: 738.048828
	Iteration 8Q: 3 clusters Score -117927.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -117953.460938 Penalty: 738.048828
	Iteration 9Q: 3 clusters Score -117953.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -117975.250000 Penalty: 738.048828
	Iteration 10Q: 3 clusters Score -117975.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -117996.289062 Penalty: 738.048828
	Iteration 11Q: 3 clusters Score -117996.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -118012.171875 Penalty: 738.048828
	Iteration 12Q: 3 clusters Score -118012.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -118026.531250 Penalty: 738.048828
	Iteration 13Q: 3 clusters Score -118026.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -118041.148438 Penalty: 738.048828
	Iteration 14Q: 3 clusters Score -118041.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -118057.015625 Penalty: 738.048828
	Iteration 15Q: 3 clusters Score -118057 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -118070.875000 Penalty: 738.048828
	Iteration 16Q: 3 clusters Score -118070.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -118082.281250 Penalty: 738.048828
	Iteration 17Q: 3 clusters Score -118082.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -118097.203125 Penalty: 738.048828
	Iteration 18Q: 3 clusters Score -118097.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -118110.359375 Penalty: 738.048828
	Iteration 19Q: 3 clusters Score -118110.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -118121.523438 Penalty: 738.048828
	Iteration 20F: 3 clusters Score -118121.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -118134.750000 Penalty: 738.048828
	Iteration 21Q: 3 clusters Score -118134.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -118152.164062 Penalty: 738.048828
	Iteration 22Q: 3 clusters Score -118152.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -118165.015625 Penalty: 738.048828
	Iteration 23Q: 3 clusters Score -118165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -118182.218750 Penalty: 738.048828
	Iteration 24Q: 3 clusters Score -118182.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -118193.226562 Penalty: 738.048828
	Iteration 25Q: 3 clusters Score -118193.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -118200.320312 Penalty: 738.048828
	Iteration 26Q: 3 clusters Score -118200.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -118206.609375 Penalty: 738.048828
	Iteration 27Q: 3 clusters Score -118206.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -118212.789062 Penalty: 738.048828
	Iteration 28Q: 3 clusters Score -118212.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -118221.710938 Penalty: 738.048828
	Iteration 29Q: 3 clusters Score -118221.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -118229.656250 Penalty: 738.048828
	Iteration 30Q: 3 clusters Score -118229.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -118238.195312 Penalty: 738.048828
	Iteration 31Q: 3 clusters Score -118238.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -118243.203125 Penalty: 738.048828
	Iteration 32Q: 3 clusters Score -118243.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -118245.351562 Penalty: 738.048828
	Iteration 33Q: 3 clusters Score -118245.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -118246.046875 Penalty: 738.048828
	Iteration 34Q: 3 clusters Score -118246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -118246.500000 Penalty: 738.048828
	Iteration 35Q: 3 clusters Score -118246.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -118246.500000 Penalty: 738.048828
	Iteration 36Q: 3 clusters Score -118246.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -118246.500000 Penalty: 738.048828
	Iteration 37F: 3 clusters Score -118246.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Entering Unmasked Estep 
Score: -281838.156250 Penalty: 406.523682
	Iteration 0F: 2 clusters Score -281838.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -276728.625000 Penalty: 813.047363
	Iteration 0F: 3 clusters Score -276728.6 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -278768.343750 Penalty: 813.047363
	Iteration 1F: 3 clusters Score -278768.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -279003.031250 Penalty: 813.047363
	Iteration 2F: 3 clusters Score -279003 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -279242.031250 Penalty: 813.047363
	Iteration 3F: 3 clusters Score -279242 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -279474.656250 Penalty: 813.047363
	Iteration 4F: 3 clusters Score -279474.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -279684.968750 Penalty: 813.047363
	Iteration 5F: 3 clusters Score -279685 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -279910.656250 Penalty: 813.047363
	Iteration 6Q: 3 clusters Score -279910.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -280159.187500 Penalty: 813.047363
	Iteration 7F: 3 clusters Score -280159.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -280460.375000 Penalty: 813.047363
	Iteration 8F: 3 clusters Score -280460.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -280790.531250 Penalty: 813.047363
	Iteration 9F: 3 clusters Score -280790.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -281066.937500 Penalty: 813.047363
	Iteration 10Q: 3 clusters Score -281066.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -281257.812500 Penalty: 813.047363
	Iteration 11Q: 3 clusters Score -281257.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -281368.875000 Penalty: 813.047363
	Iteration 12Q: 3 clusters Score -281368.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -281416.781250 Penalty: 813.047363
	Iteration 13Q: 3 clusters Score -281416.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -281449.250000 Penalty: 813.047363
	Iteration 14Q: 3 clusters Score -281449.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -281474.468750 Penalty: 813.047363
	Iteration 15Q: 3 clusters Score -281474.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -281487.906250 Penalty: 813.047363
	Iteration 16Q: 3 clusters Score -281487.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -281492.218750 Penalty: 813.047363
	Iteration 17Q: 3 clusters Score -281492.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -281494.031250 Penalty: 813.047363
	Iteration 18Q: 3 clusters Score -281494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -281495.875000 Penalty: 813.047363
	Iteration 19Q: 3 clusters Score -281495.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -281502.406250 Penalty: 813.047363
	Iteration 20F: 3 clusters Score -281502.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -281510.031250 Penalty: 813.047363
	Iteration 21Q: 3 clusters Score -281510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -281510.250000 Penalty: 813.047363
	Iteration 22Q: 3 clusters Score -281510.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -281512.375000 Penalty: 813.047363
	Iteration 23Q: 3 clusters Score -281512.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -281515.343750 Penalty: 813.047363
	Iteration 24Q: 3 clusters Score -281515.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -281516.937500 Penalty: 813.047363
	Iteration 25Q: 3 clusters Score -281516.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -281517.375000 Penalty: 813.047363
	Iteration 26Q: 3 clusters Score -281517.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -281517.468750 Penalty: 813.047363
	Iteration 27Q: 3 clusters Score -281517.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -281518.718750 Penalty: 813.047363
	Iteration 28Q: 3 clusters Score -281518.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -281518.718750 Penalty: 813.047363
	Iteration 29F: 3 clusters Score -281518.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Entering Unmasked Estep 
Score: -432384.062500 Penalty: 425.575806
	Iteration 0F: 2 clusters Score -432384.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -424746.312500 Penalty: 851.151611
	Iteration 0F: 3 clusters Score -424746.3 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -428038.562500 Penalty: 851.151611
	Iteration 1F: 3 clusters Score -428038.6 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -428365.406250 Penalty: 851.151611
	Iteration 2F: 3 clusters Score -428365.4 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -428750.656250 Penalty: 851.151611
	Iteration 3F: 3 clusters Score -428750.7 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -429283.937500 Penalty: 851.151611
	Iteration 4F: 3 clusters Score -429283.9 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -429919.312500 Penalty: 851.151611
	Iteration 5F: 3 clusters Score -429919.3 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -430564.406250 Penalty: 851.151611
	Iteration 6F: 3 clusters Score -430564.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -431079.531250 Penalty: 851.151611
	Iteration 7Q: 3 clusters Score -431079.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -431433.875000 Penalty: 851.151611
	Iteration 8Q: 3 clusters Score -431433.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -431642.250000 Penalty: 851.151611
	Iteration 9Q: 3 clusters Score -431642.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -431752.468750 Penalty: 851.151611
	Iteration 10Q: 3 clusters Score -431752.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -431813.437500 Penalty: 851.151611
	Iteration 11Q: 3 clusters Score -431813.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -431859.656250 Penalty: 851.151611
	Iteration 12Q: 3 clusters Score -431859.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -431901.468750 Penalty: 851.151611
	Iteration 13Q: 3 clusters Score -431901.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -431928.812500 Penalty: 851.151611
	Iteration 14Q: 3 clusters Score -431928.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -431949.187500 Penalty: 851.151611
	Iteration 15Q: 3 clusters Score -431949.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -431964.250000 Penalty: 851.151611
	Iteration 16Q: 3 clusters Score -431964.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -431974.843750 Penalty: 851.151611
	Iteration 17Q: 3 clusters Score -431974.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -431985.968750 Penalty: 851.151611
	Iteration 18Q: 3 clusters Score -431986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -431994.937500 Penalty: 851.151611
	Iteration 19Q: 3 clusters Score -431994.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -432003.250000 Penalty: 851.151611
	Iteration 20F: 3 clusters Score -432003.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -432005.656250 Penalty: 851.151611
	Iteration 21Q: 3 clusters Score -432005.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -432006.718750 Penalty: 851.151611
	Iteration 22Q: 3 clusters Score -432006.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -432009.187500 Penalty: 851.151611
	Iteration 23Q: 3 clusters Score -432009.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -432009.468750 Penalty: 851.151611
	Iteration 24Q: 3 clusters Score -432009.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -432010.937500 Penalty: 851.151611
	Iteration 25Q: 3 clusters Score -432010.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -432012.531250 Penalty: 851.151611
	Iteration 26Q: 3 clusters Score -432012.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -432013.531250 Penalty: 851.151611
	Iteration 27Q: 3 clusters Score -432013.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -432013.531250 Penalty: 851.151611
	Iteration 28F: 3 clusters Score -432013.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Entering Unmasked Estep 
Score: -70286.312500 Penalty: 344.619049
	Iteration 0F: 2 clusters Score -70286.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -68902.250000 Penalty: 689.238098
	Iteration 0F: 3 clusters Score -68902.25 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -69349.937500 Penalty: 689.238098
	Iteration 1F: 3 clusters Score -69349.94 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -69400.710938 Penalty: 689.238098
	Iteration 2F: 3 clusters Score -69400.71 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -69458.023438 Penalty: 689.238098
	Iteration 3F: 3 clusters Score -69458.02 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -69512.648438 Penalty: 689.238098
	Iteration 4F: 3 clusters Score -69512.65 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -69574.750000 Penalty: 689.238098
	Iteration 5Q: 3 clusters Score -69574.75 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -69652.453125 Penalty: 689.238098
	Iteration 6F: 3 clusters Score -69652.45 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -69728.679688 Penalty: 689.238098
	Iteration 7F: 3 clusters Score -69728.68 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69799.546875 Penalty: 689.238098
	Iteration 8Q: 3 clusters Score -69799.55 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -69882.851562 Penalty: 689.238098
	Iteration 9Q: 3 clusters Score -69882.85 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -69955.210938 Penalty: 689.238098
	Iteration 10Q: 3 clusters Score -69955.21 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -69998.960938 Penalty: 689.238098
	Iteration 11Q: 3 clusters Score -69998.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -70029.281250 Penalty: 689.238098
	Iteration 12Q: 3 clusters Score -70029.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -70043.390625 Penalty: 689.238098
	Iteration 13Q: 3 clusters Score -70043.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -70048.281250 Penalty: 689.238098
	Iteration 14Q: 3 clusters Score -70048.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -70050.929688 Penalty: 689.238098
	Iteration 15Q: 3 clusters Score -70050.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -70053.187500 Penalty: 689.238098
	Iteration 16Q: 3 clusters Score -70053.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -70054.015625 Penalty: 689.238098
	Iteration 17Q: 3 clusters Score -70054.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -70058.046875 Penalty: 689.238098
	Iteration 18Q: 3 clusters Score -70058.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -70061.140625 Penalty: 689.238098
	Iteration 19Q: 3 clusters Score -70061.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -70062.734375 Penalty: 689.238098
	Iteration 20F: 3 clusters Score -70062.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -70063.304688 Penalty: 689.238098
	Iteration 21Q: 3 clusters Score -70063.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -70064.320312 Penalty: 689.238098
	Iteration 22Q: 3 clusters Score -70064.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -70064.320312 Penalty: 689.238098
	Iteration 23F: 3 clusters Score -70064.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -79696.882812 Penalty: 349.237366
	Iteration 0F: 2 clusters Score -79696.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -78160.867188 Penalty: 698.474731
	Iteration 0F: 3 clusters Score -78160.87 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -78676.828125 Penalty: 698.474731
	Iteration 1F: 3 clusters Score -78676.83 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -78782.476562 Penalty: 698.474731
	Iteration 2F: 3 clusters Score -78782.48 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -78851.015625 Penalty: 698.474731
	Iteration 3F: 3 clusters Score -78851.02 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -78905.257812 Penalty: 698.474731
	Iteration 4Q: 3 clusters Score -78905.26 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -78950.773438 Penalty: 698.474731
	Iteration 5Q: 3 clusters Score -78950.77 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -78988.132812 Penalty: 698.474731
	Iteration 6Q: 3 clusters Score -78988.13 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -79020.203125 Penalty: 698.474731
	Iteration 7Q: 3 clusters Score -79020.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -79056.890625 Penalty: 698.474731
	Iteration 8Q: 3 clusters Score -79056.89 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -79089.914062 Penalty: 698.474731
	Iteration 9Q: 3 clusters Score -79089.91 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -79113.750000 Penalty: 698.474731
	Iteration 10Q: 3 clusters Score -79113.75 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -79144.843750 Penalty: 698.474731
	Iteration 11Q: 3 clusters Score -79144.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -79181.601562 Penalty: 698.474731
	Iteration 12Q: 3 clusters Score -79181.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -79219.789062 Penalty: 698.474731
	Iteration 13Q: 3 clusters Score -79219.79 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -79266.906250 Penalty: 698.474731
	Iteration 14Q: 3 clusters Score -79266.91 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -79313.093750 Penalty: 698.474731
	Iteration 15Q: 3 clusters Score -79313.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -79346.093750 Penalty: 698.474731
	Iteration 16Q: 3 clusters Score -79346.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -79363.453125 Penalty: 698.474731
	Iteration 17Q: 3 clusters Score -79363.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -79374.765625 Penalty: 698.474731
	Iteration 18Q: 3 clusters Score -79374.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -79378.804688 Penalty: 698.474731
	Iteration 19Q: 3 clusters Score -79378.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -79382.125000 Penalty: 698.474731
	Iteration 20F: 3 clusters Score -79382.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -79386.007812 Penalty: 698.474731
	Iteration 21Q: 3 clusters Score -79386.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -79393.398438 Penalty: 698.474731
	Iteration 22Q: 3 clusters Score -79393.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -79404.734375 Penalty: 698.474731
	Iteration 23Q: 3 clusters Score -79404.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -79409.343750 Penalty: 698.474731
	Iteration 24Q: 3 clusters Score -79409.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -79411.289062 Penalty: 698.474731
	Iteration 25Q: 3 clusters Score -79411.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -79411.515625 Penalty: 698.474731
	Iteration 26Q: 3 clusters Score -79411.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -79411.515625 Penalty: 698.474731
	Iteration 27F: 3 clusters Score -79411.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (105941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105941 members 
Entering Unmasked Estep 
Score: -4083052.000000 Penalty: 526.463989
	Iteration 0F: 2 clusters Score -4083052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -4011362.000000 Penalty: 1052.927979
	Iteration 0F: 3 clusters Score -4011362 nChanged 51604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 61630 members 
Entering Unmasked Estep 
Score: -4043509.500000 Penalty: 1052.927979
	Iteration 1F: 3 clusters Score -4043510 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 67317 members 
Entering Unmasked Estep 
Score: -4046749.250000 Penalty: 1052.927979
	Iteration 2F: 3 clusters Score -4046749 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 75660 members 
Entering Unmasked Estep 
Score: -4052974.250000 Penalty: 1052.927979
	Iteration 3F: 3 clusters Score -4052974 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 85932 members 
Entering Unmasked Estep 
Score: -4062525.500000 Penalty: 1052.927979
	Iteration 4F: 3 clusters Score -4062526 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 95506 members 
Entering Unmasked Estep 
Score: -4072376.500000 Penalty: 1052.927979
	Iteration 5F: 3 clusters Score -4072376 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 101614 members 
Entering Unmasked Estep 
Score: -4078717.000000 Penalty: 1052.927979
	Iteration 6F: 3 clusters Score -4078717 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 104422 members 
Entering Unmasked Estep 
Score: -4081524.500000 Penalty: 1052.927979
	Iteration 7Q: 3 clusters Score -4081524 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 105369 members 
Entering Unmasked Estep 
Score: -4082476.250000 Penalty: 1052.927979
	Iteration 8Q: 3 clusters Score -4082476 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 105545 members 
Entering Unmasked Estep 
Score: -4082850.250000 Penalty: 1052.927979
	Iteration 9Q: 3 clusters Score -4082850 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 105523 members 
Entering Unmasked Estep 
Score: -4082908.000000 Penalty: 1052.927979
	Iteration 10Q: 3 clusters Score -4082908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 105512 members 
Entering Unmasked Estep 
Score: -4082920.750000 Penalty: 1052.927979
	Iteration 11Q: 3 clusters Score -4082921 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 105505 members 
Entering Unmasked Estep 
Score: -4082931.500000 Penalty: 1052.927979
	Iteration 12Q: 3 clusters Score -4082932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 105499 members 
Entering Unmasked Estep 
Score: -4082935.250000 Penalty: 1052.927979
	Iteration 13Q: 3 clusters Score -4082935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 105498 members 
Entering Unmasked Estep 
Score: -4082936.500000 Penalty: 1052.927979
	Iteration 14Q: 3 clusters Score -4082936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 105496 members 
Entering Unmasked Estep 
Score: -4082936.000000 Penalty: 1052.927979
	Iteration 15Q: 3 clusters Score -4082936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 105497 members 
Entering Unmasked Estep 
Score: -4082933.000000 Penalty: 1052.927979
	Iteration 16Q: 3 clusters Score -4082933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 105498 members 
Entering Unmasked Estep 
Score: -4082933.750000 Penalty: 1052.927979
	Iteration 17Q: 3 clusters Score -4082934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 105498 members 
Entering Unmasked Estep 
Score: -4082933.750000 Penalty: 1052.927979
	Iteration 18F: 3 clusters Score -4082934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Entering Unmasked Estep 
Score: -29854.353516 Penalty: 307.175110
	Iteration 0F: 2 clusters Score -29854.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -29130.466797 Penalty: 614.350220
	Iteration 0F: 3 clusters Score -29130.47 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -29368.267578 Penalty: 614.350220
	Iteration 1F: 3 clusters Score -29368.27 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -29435.873047 Penalty: 614.350220
	Iteration 2F: 3 clusters Score -29435.87 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -29466.960938 Penalty: 614.350220
	Iteration 3F: 3 clusters Score -29466.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -29488.958984 Penalty: 614.350220
	Iteration 4Q: 3 clusters Score -29488.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -29512.707031 Penalty: 614.350220
	Iteration 5Q: 3 clusters Score -29512.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -29536.207031 Penalty: 614.350220
	Iteration 6Q: 3 clusters Score -29536.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -29561.369141 Penalty: 614.350220
	Iteration 7Q: 3 clusters Score -29561.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -29575.707031 Penalty: 614.350220
	Iteration 8Q: 3 clusters Score -29575.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -29585.716797 Penalty: 614.350220
	Iteration 9Q: 3 clusters Score -29585.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -29590.847656 Penalty: 614.350220
	Iteration 10Q: 3 clusters Score -29590.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -29595.455078 Penalty: 614.350220
	Iteration 11Q: 3 clusters Score -29595.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -29600.460938 Penalty: 614.350220
	Iteration 12Q: 3 clusters Score -29600.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -29602.375000 Penalty: 614.350220
	Iteration 13Q: 3 clusters Score -29602.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -29603.240234 Penalty: 614.350220
	Iteration 14Q: 3 clusters Score -29603.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -29604.128906 Penalty: 614.350220
	Iteration 15Q: 3 clusters Score -29604.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -29604.728516 Penalty: 614.350220
	Iteration 16Q: 3 clusters Score -29604.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -29604.962891 Penalty: 614.350220
	Iteration 17Q: 3 clusters Score -29604.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -29604.962891 Penalty: 614.350220
	Iteration 18F: 3 clusters Score -29604.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Entering Unmasked Estep 
Score: -396112.593750 Penalty: 422.572205
	Iteration 0F: 2 clusters Score -396112.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -388897.718750 Penalty: 845.144409
	Iteration 0F: 3 clusters Score -388897.7 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -392056.531250 Penalty: 845.144409
	Iteration 1F: 3 clusters Score -392056.5 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -392467.843750 Penalty: 845.144409
	Iteration 2F: 3 clusters Score -392467.8 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -392923.062500 Penalty: 845.144409
	Iteration 3F: 3 clusters Score -392923.1 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -393351.000000 Penalty: 845.144409
	Iteration 4F: 3 clusters Score -393351 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -393805.593750 Penalty: 845.144409
	Iteration 5F: 3 clusters Score -393805.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -394175.781250 Penalty: 845.144409
	Iteration 6F: 3 clusters Score -394175.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -394388.593750 Penalty: 845.144409
	Iteration 7Q: 3 clusters Score -394388.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -394514.031250 Penalty: 845.144409
	Iteration 8Q: 3 clusters Score -394514 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -394586.531250 Penalty: 845.144409
	Iteration 9Q: 3 clusters Score -394586.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -394632.843750 Penalty: 845.144409
	Iteration 10Q: 3 clusters Score -394632.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -394666.343750 Penalty: 845.144409
	Iteration 11Q: 3 clusters Score -394666.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -394692.843750 Penalty: 845.144409
	Iteration 12Q: 3 clusters Score -394692.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -394717.375000 Penalty: 845.144409
	Iteration 13Q: 3 clusters Score -394717.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -394738.687500 Penalty: 845.144409
	Iteration 14Q: 3 clusters Score -394738.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -394747.312500 Penalty: 845.144409
	Iteration 15Q: 3 clusters Score -394747.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -394756.906250 Penalty: 845.144409
	Iteration 16Q: 3 clusters Score -394756.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -394768.968750 Penalty: 845.144409
	Iteration 17Q: 3 clusters Score -394769 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -394777.968750 Penalty: 845.144409
	Iteration 18Q: 3 clusters Score -394778 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -394786.906250 Penalty: 845.144409
	Iteration 19Q: 3 clusters Score -394786.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -394791.218750 Penalty: 845.144409
	Iteration 20F: 3 clusters Score -394791.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -394796.750000 Penalty: 845.144409
	Iteration 21Q: 3 clusters Score -394796.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -394804.593750 Penalty: 845.144409
	Iteration 22Q: 3 clusters Score -394804.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -394814.687500 Penalty: 845.144409
	Iteration 23Q: 3 clusters Score -394814.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -394820.156250 Penalty: 845.144409
	Iteration 24Q: 3 clusters Score -394820.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -394827.562500 Penalty: 845.144409
	Iteration 25Q: 3 clusters Score -394827.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -394834.437500 Penalty: 845.144409
	Iteration 26Q: 3 clusters Score -394834.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -394842.531250 Penalty: 845.144409
	Iteration 27Q: 3 clusters Score -394842.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -394850.875000 Penalty: 845.144409
	Iteration 28Q: 3 clusters Score -394850.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -394862.281250 Penalty: 845.144409
	Iteration 29Q: 3 clusters Score -394862.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -394875.687500 Penalty: 845.144409
	Iteration 30Q: 3 clusters Score -394875.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -394899.625000 Penalty: 845.144409
	Iteration 31Q: 3 clusters Score -394899.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -394923.062500 Penalty: 845.144409
	Iteration 32Q: 3 clusters Score -394923.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -394942.937500 Penalty: 845.144409
	Iteration 33Q: 3 clusters Score -394942.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -394963.406250 Penalty: 845.144409
	Iteration 34Q: 3 clusters Score -394963.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -394979.843750 Penalty: 845.144409
	Iteration 35Q: 3 clusters Score -394979.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -394995.906250 Penalty: 845.144409
	Iteration 36Q: 3 clusters Score -394995.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -395011.937500 Penalty: 845.144409
	Iteration 37Q: 3 clusters Score -395011.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -395031.531250 Penalty: 845.144409
	Iteration 38Q: 3 clusters Score -395031.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -395056.156250 Penalty: 845.144409
	Iteration 39Q: 3 clusters Score -395056.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -395081.437500 Penalty: 845.144409
	Iteration 40F: 3 clusters Score -395081.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -395106.687500 Penalty: 845.144409
	Iteration 41Q: 3 clusters Score -395106.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -395145.500000 Penalty: 845.144409
	Iteration 42Q: 3 clusters Score -395145.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -395195.937500 Penalty: 845.144409
	Iteration 43Q: 3 clusters Score -395195.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -395254.406250 Penalty: 845.144409
	Iteration 44Q: 3 clusters Score -395254.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -395325.875000 Penalty: 845.144409
	Iteration 45Q: 3 clusters Score -395325.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -395391.156250 Penalty: 845.144409
	Iteration 46Q: 3 clusters Score -395391.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -395457.000000 Penalty: 845.144409
	Iteration 47Q: 3 clusters Score -395457 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -395528.875000 Penalty: 845.144409
	Iteration 48Q: 3 clusters Score -395528.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -395623.593750 Penalty: 845.144409
	Iteration 49Q: 3 clusters Score -395623.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -395715.250000 Penalty: 845.144409
	Iteration 50Q: 3 clusters Score -395715.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -395785.718750 Penalty: 845.144409
	Iteration 51Q: 3 clusters Score -395785.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -395855.875000 Penalty: 845.144409
	Iteration 52Q: 3 clusters Score -395855.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -395902.312500 Penalty: 845.144409
	Iteration 53Q: 3 clusters Score -395902.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -395933.093750 Penalty: 845.144409
	Iteration 54Q: 3 clusters Score -395933.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -395962.593750 Penalty: 845.144409
	Iteration 55Q: 3 clusters Score -395962.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -395988.906250 Penalty: 845.144409
	Iteration 56Q: 3 clusters Score -395988.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -396013.218750 Penalty: 845.144409
	Iteration 57Q: 3 clusters Score -396013.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -396035.437500 Penalty: 845.144409
	Iteration 58Q: 3 clusters Score -396035.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -396051.531250 Penalty: 845.144409
	Iteration 59Q: 3 clusters Score -396051.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -396067.500000 Penalty: 845.144409
	Iteration 60F: 3 clusters Score -396067.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -396083.843750 Penalty: 845.144409
	Iteration 61Q: 3 clusters Score -396083.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -396089.937500 Penalty: 845.144409
	Iteration 62Q: 3 clusters Score -396089.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -396092.781250 Penalty: 845.144409
	Iteration 63Q: 3 clusters Score -396092.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -396094.468750 Penalty: 845.144409
	Iteration 64Q: 3 clusters Score -396094.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -396096.812500 Penalty: 845.144409
	Iteration 65Q: 3 clusters Score -396096.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -396098.062500 Penalty: 845.144409
	Iteration 66Q: 3 clusters Score -396098.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -396097.468750 Penalty: 845.144409
	Iteration 67Q: 3 clusters Score -396097.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -396098.593750 Penalty: 845.144409
	Iteration 68Q: 3 clusters Score -396098.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -396098.625000 Penalty: 845.144409
	Iteration 69Q: 3 clusters Score -396098.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -396098.500000 Penalty: 845.144409
	Iteration 70Q: 3 clusters Score -396098.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -396099.062500 Penalty: 845.144409
	Iteration 71Q: 3 clusters Score -396099.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -396099.218750 Penalty: 845.144409
	Iteration 72Q: 3 clusters Score -396099.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -396100.281250 Penalty: 845.144409
	Iteration 73Q: 3 clusters Score -396100.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -396101.031250 Penalty: 845.144409
	Iteration 74Q: 3 clusters Score -396101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -396101.312500 Penalty: 845.144409
	Iteration 75Q: 3 clusters Score -396101.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -396101.406250 Penalty: 845.144409
	Iteration 76Q: 3 clusters Score -396101.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -396101.218750 Penalty: 845.144409
	Iteration 77Q: 3 clusters Score -396101.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -396102.031250 Penalty: 845.144409
	Iteration 78Q: 3 clusters Score -396102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -396102.031250 Penalty: 845.144409
	Iteration 79Q: 3 clusters Score -396102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -396102.281250 Penalty: 845.144409
	Iteration 80F: 3 clusters Score -396102.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -396102.187500 Penalty: 845.144409
	Iteration 81Q: 3 clusters Score -396102.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -396102.312500 Penalty: 845.144409
	Iteration 82Q: 3 clusters Score -396102.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -396102.343750 Penalty: 845.144409
	Iteration 83Q: 3 clusters Score -396102.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -396101.531250 Penalty: 845.144409
	Iteration 84Q: 3 clusters Score -396101.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -396101.531250 Penalty: 845.144409
	Iteration 85F: 3 clusters Score -396101.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Entering Unmasked Estep 
Score: -106825.187500 Penalty: 363.059906
	Iteration 0F: 2 clusters Score -106825.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -104772.390625 Penalty: 726.119812
	Iteration 0F: 3 clusters Score -104772.4 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -105518.554688 Penalty: 726.119812
	Iteration 1F: 3 clusters Score -105518.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -105692.179688 Penalty: 726.119812
	Iteration 2F: 3 clusters Score -105692.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -105901.976562 Penalty: 726.119812
	Iteration 3F: 3 clusters Score -105902 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -106084.656250 Penalty: 726.119812
	Iteration 4F: 3 clusters Score -106084.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -106245.265625 Penalty: 726.119812
	Iteration 5F: 3 clusters Score -106245.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -106378.117188 Penalty: 726.119812
	Iteration 6F: 3 clusters Score -106378.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -106496.328125 Penalty: 726.119812
	Iteration 7Q: 3 clusters Score -106496.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -106613.429688 Penalty: 726.119812
	Iteration 8Q: 3 clusters Score -106613.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -106665.640625 Penalty: 726.119812
	Iteration 9Q: 3 clusters Score -106665.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -106690.937500 Penalty: 726.119812
	Iteration 10Q: 3 clusters Score -106690.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -106700.843750 Penalty: 726.119812
	Iteration 11Q: 3 clusters Score -106700.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -106703.820312 Penalty: 726.119812
	Iteration 12Q: 3 clusters Score -106703.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -106707.031250 Penalty: 726.119812
	Iteration 13Q: 3 clusters Score -106707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -106708.687500 Penalty: 726.119812
	Iteration 14Q: 3 clusters Score -106708.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -106710.296875 Penalty: 726.119812
	Iteration 15Q: 3 clusters Score -106710.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -106711.328125 Penalty: 726.119812
	Iteration 16Q: 3 clusters Score -106711.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -106713.015625 Penalty: 726.119812
	Iteration 17Q: 3 clusters Score -106713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -106714.687500 Penalty: 726.119812
	Iteration 18Q: 3 clusters Score -106714.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -106715.812500 Penalty: 726.119812
	Iteration 19Q: 3 clusters Score -106715.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -106717.226562 Penalty: 726.119812
	Iteration 20F: 3 clusters Score -106717.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -106719.125000 Penalty: 726.119812
	Iteration 21Q: 3 clusters Score -106719.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -106720.296875 Penalty: 726.119812
	Iteration 22Q: 3 clusters Score -106720.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -106721.421875 Penalty: 726.119812
	Iteration 23Q: 3 clusters Score -106721.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -106723.609375 Penalty: 726.119812
	Iteration 24Q: 3 clusters Score -106723.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -106726.328125 Penalty: 726.119812
	Iteration 25Q: 3 clusters Score -106726.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -106730.070312 Penalty: 726.119812
	Iteration 26Q: 3 clusters Score -106730.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -106733.648438 Penalty: 726.119812
	Iteration 27Q: 3 clusters Score -106733.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -106741.101562 Penalty: 726.119812
	Iteration 28Q: 3 clusters Score -106741.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -106747.226562 Penalty: 726.119812
	Iteration 29Q: 3 clusters Score -106747.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -106749.718750 Penalty: 726.119812
	Iteration 30Q: 3 clusters Score -106749.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -106751.390625 Penalty: 726.119812
	Iteration 31Q: 3 clusters Score -106751.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -106752.476562 Penalty: 726.119812
	Iteration 32Q: 3 clusters Score -106752.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -106753.015625 Penalty: 726.119812
	Iteration 33Q: 3 clusters Score -106753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -106754.031250 Penalty: 726.119812
	Iteration 34Q: 3 clusters Score -106754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -106754.546875 Penalty: 726.119812
	Iteration 35Q: 3 clusters Score -106754.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -106754.953125 Penalty: 726.119812
	Iteration 36Q: 3 clusters Score -106755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -106754.953125 Penalty: 726.119812
	Iteration 37F: 3 clusters Score -106755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Entering Unmasked Estep 
Score: -627984.250000 Penalty: 444.094116
	Iteration 0F: 2 clusters Score -627984.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -616472.437500 Penalty: 888.188232
	Iteration 0F: 3 clusters Score -616472.4 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -621909.812500 Penalty: 888.188232
	Iteration 1F: 3 clusters Score -621909.8 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -622651.812500 Penalty: 888.188232
	Iteration 2F: 3 clusters Score -622651.8 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -623427.250000 Penalty: 888.188232
	Iteration 3F: 3 clusters Score -623427.2 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -624114.187500 Penalty: 888.188232
	Iteration 4F: 3 clusters Score -624114.2 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -624673.562500 Penalty: 888.188232
	Iteration 5F: 3 clusters Score -624673.6 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -624993.250000 Penalty: 888.188232
	Iteration 6Q: 3 clusters Score -624993.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -625105.062500 Penalty: 888.188232
	Iteration 7Q: 3 clusters Score -625105.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -625158.625000 Penalty: 888.188232
	Iteration 8Q: 3 clusters Score -625158.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -625185.312500 Penalty: 888.188232
	Iteration 9Q: 3 clusters Score -625185.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -625203.687500 Penalty: 888.188232
	Iteration 10Q: 3 clusters Score -625203.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -625218.562500 Penalty: 888.188232
	Iteration 11Q: 3 clusters Score -625218.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -625236.062500 Penalty: 888.188232
	Iteration 12Q: 3 clusters Score -625236.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -625246.937500 Penalty: 888.188232
	Iteration 13Q: 3 clusters Score -625246.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -625264.375000 Penalty: 888.188232
	Iteration 14Q: 3 clusters Score -625264.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -625281.312500 Penalty: 888.188232
	Iteration 15Q: 3 clusters Score -625281.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -625300.937500 Penalty: 888.188232
	Iteration 16Q: 3 clusters Score -625300.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -625323.312500 Penalty: 888.188232
	Iteration 17Q: 3 clusters Score -625323.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -625345.250000 Penalty: 888.188232
	Iteration 18Q: 3 clusters Score -625345.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -625372.000000 Penalty: 888.188232
	Iteration 19Q: 3 clusters Score -625372 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -625407.125000 Penalty: 888.188232
	Iteration 20F: 3 clusters Score -625407.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -625443.375000 Penalty: 888.188232
	Iteration 21Q: 3 clusters Score -625443.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -625486.687500 Penalty: 888.188232
	Iteration 22Q: 3 clusters Score -625486.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -625536.500000 Penalty: 888.188232
	Iteration 23Q: 3 clusters Score -625536.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -625592.312500 Penalty: 888.188232
	Iteration 24Q: 3 clusters Score -625592.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -625657.937500 Penalty: 888.188232
	Iteration 25Q: 3 clusters Score -625657.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -625734.687500 Penalty: 888.188232
	Iteration 26Q: 3 clusters Score -625734.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -625826.000000 Penalty: 888.188232
	Iteration 27Q: 3 clusters Score -625826 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -625945.562500 Penalty: 888.188232
	Iteration 28Q: 3 clusters Score -625945.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -626078.625000 Penalty: 888.188232
	Iteration 29Q: 3 clusters Score -626078.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -626233.375000 Penalty: 888.188232
	Iteration 30Q: 3 clusters Score -626233.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -626390.312500 Penalty: 888.188232
	Iteration 31Q: 3 clusters Score -626390.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -626538.000000 Penalty: 888.188232
	Iteration 32Q: 3 clusters Score -626538 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -626689.062500 Penalty: 888.188232
	Iteration 33Q: 3 clusters Score -626689.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -626866.875000 Penalty: 888.188232
	Iteration 34Q: 3 clusters Score -626866.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -627077.625000 Penalty: 888.188232
	Iteration 35Q: 3 clusters Score -627077.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -627264.750000 Penalty: 888.188232
	Iteration 36Q: 3 clusters Score -627264.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -627407.750000 Penalty: 888.188232
	Iteration 37Q: 3 clusters Score -627407.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -627504.687500 Penalty: 888.188232
	Iteration 38Q: 3 clusters Score -627504.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -627569.687500 Penalty: 888.188232
	Iteration 39Q: 3 clusters Score -627569.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -627626.562500 Penalty: 888.188232
	Iteration 40F: 3 clusters Score -627626.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -627668.875000 Penalty: 888.188232
	Iteration 41Q: 3 clusters Score -627668.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -627693.250000 Penalty: 888.188232
	Iteration 42Q: 3 clusters Score -627693.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -627713.500000 Penalty: 888.188232
	Iteration 43Q: 3 clusters Score -627713.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -627732.750000 Penalty: 888.188232
	Iteration 44Q: 3 clusters Score -627732.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -627754.000000 Penalty: 888.188232
	Iteration 45Q: 3 clusters Score -627754 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -627772.437500 Penalty: 888.188232
	Iteration 46Q: 3 clusters Score -627772.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -627783.562500 Penalty: 888.188232
	Iteration 47Q: 3 clusters Score -627783.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -627793.000000 Penalty: 888.188232
	Iteration 48Q: 3 clusters Score -627793 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -627803.812500 Penalty: 888.188232
	Iteration 49Q: 3 clusters Score -627803.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -627812.062500 Penalty: 888.188232
	Iteration 50Q: 3 clusters Score -627812.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -627819.437500 Penalty: 888.188232
	Iteration 51Q: 3 clusters Score -627819.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -627827.687500 Penalty: 888.188232
	Iteration 52Q: 3 clusters Score -627827.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -627835.062500 Penalty: 888.188232
	Iteration 53Q: 3 clusters Score -627835.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -627840.937500 Penalty: 888.188232
	Iteration 54Q: 3 clusters Score -627840.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -627848.125000 Penalty: 888.188232
	Iteration 55Q: 3 clusters Score -627848.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -627854.187500 Penalty: 888.188232
	Iteration 56Q: 3 clusters Score -627854.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -627857.625000 Penalty: 888.188232
	Iteration 57Q: 3 clusters Score -627857.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -627862.250000 Penalty: 888.188232
	Iteration 58Q: 3 clusters Score -627862.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -627863.500000 Penalty: 888.188232
	Iteration 59Q: 3 clusters Score -627863.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -627865.437500 Penalty: 888.188232
	Iteration 60F: 3 clusters Score -627865.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -627867.500000 Penalty: 888.188232
	Iteration 61Q: 3 clusters Score -627867.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -627868.875000 Penalty: 888.188232
	Iteration 62Q: 3 clusters Score -627868.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -627868.875000 Penalty: 888.188232
	Iteration 63Q: 3 clusters Score -627868.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -627870.187500 Penalty: 888.188232
	Iteration 64Q: 3 clusters Score -627870.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -627870.375000 Penalty: 888.188232
	Iteration 65Q: 3 clusters Score -627870.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -627871.062500 Penalty: 888.188232
	Iteration 66Q: 3 clusters Score -627871.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -627872.375000 Penalty: 888.188232
	Iteration 67Q: 3 clusters Score -627872.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -627871.437500 Penalty: 888.188232
	Iteration 68Q: 3 clusters Score -627871.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -627871.437500 Penalty: 888.188232
	Iteration 69Q: 3 clusters Score -627871.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -627871.687500 Penalty: 888.188232
	Iteration 70Q: 3 clusters Score -627871.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -627871.687500 Penalty: 888.188232
	Iteration 71F: 3 clusters Score -627871.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Entering Unmasked Estep 
Score: -528956.187500 Penalty: 436.883820
	Iteration 0F: 2 clusters Score -528956.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -519046.593750 Penalty: 873.767639
	Iteration 0F: 3 clusters Score -519046.6 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -523572.593750 Penalty: 873.767639
	Iteration 1F: 3 clusters Score -523572.6 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -524504.312500 Penalty: 873.767639
	Iteration 2F: 3 clusters Score -524504.3 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -525693.812500 Penalty: 873.767639
	Iteration 3F: 3 clusters Score -525693.8 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -526763.937500 Penalty: 873.767639
	Iteration 4F: 3 clusters Score -526763.9 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -527469.312500 Penalty: 873.767639
	Iteration 5F: 3 clusters Score -527469.3 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -527838.437500 Penalty: 873.767639
	Iteration 6Q: 3 clusters Score -527838.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -528010.125000 Penalty: 873.767639
	Iteration 7Q: 3 clusters Score -528010.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -528114.375000 Penalty: 873.767639
	Iteration 8Q: 3 clusters Score -528114.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -528175.500000 Penalty: 873.767639
	Iteration 9Q: 3 clusters Score -528175.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -528220.000000 Penalty: 873.767639
	Iteration 10Q: 3 clusters Score -528220 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -528254.375000 Penalty: 873.767639
	Iteration 11Q: 3 clusters Score -528254.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -528287.125000 Penalty: 873.767639
	Iteration 12Q: 3 clusters Score -528287.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -528315.500000 Penalty: 873.767639
	Iteration 13Q: 3 clusters Score -528315.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -528337.125000 Penalty: 873.767639
	Iteration 14Q: 3 clusters Score -528337.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -528364.187500 Penalty: 873.767639
	Iteration 15Q: 3 clusters Score -528364.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -528406.500000 Penalty: 873.767639
	Iteration 16Q: 3 clusters Score -528406.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -528455.125000 Penalty: 873.767639
	Iteration 17Q: 3 clusters Score -528455.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -528493.875000 Penalty: 873.767639
	Iteration 18Q: 3 clusters Score -528493.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -528524.812500 Penalty: 873.767639
	Iteration 19Q: 3 clusters Score -528524.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -528552.750000 Penalty: 873.767639
	Iteration 20F: 3 clusters Score -528552.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -528586.687500 Penalty: 873.767639
	Iteration 21Q: 3 clusters Score -528586.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -528644.625000 Penalty: 873.767639
	Iteration 22Q: 3 clusters Score -528644.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -528748.750000 Penalty: 873.767639
	Iteration 23Q: 3 clusters Score -528748.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -528957.000000 Penalty: 873.767639
	Iteration 24Q: 3 clusters Score -528957 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -529050.000000 Penalty: 873.767639
	Iteration 25Q: 3 clusters Score -529050 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -529068.250000 Penalty: 873.767639
	Iteration 26Q: 3 clusters Score -529068.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -529076.375000 Penalty: 873.767639
	Iteration 27Q: 3 clusters Score -529076.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -529079.062500 Penalty: 873.767639
	Iteration 28Q: 3 clusters Score -529079.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -529081.875000 Penalty: 873.767639
	Iteration 29Q: 3 clusters Score -529081.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -529082.687500 Penalty: 873.767639
	Iteration 30Q: 3 clusters Score -529082.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -529083.312500 Penalty: 873.767639
	Iteration 31Q: 3 clusters Score -529083.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -529083.500000 Penalty: 873.767639
	Iteration 32Q: 3 clusters Score -529083.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -529084.750000 Penalty: 873.767639
	Iteration 33Q: 3 clusters Score -529084.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -529084.187500 Penalty: 873.767639
	Iteration 34Q: 3 clusters Score -529084.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -529085.937500 Penalty: 873.767639
	Iteration 35Q: 3 clusters Score -529085.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -529085.375000 Penalty: 873.767639
	Iteration 36Q: 3 clusters Score -529085.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -529085.562500 Penalty: 873.767639
	Iteration 37Q: 3 clusters Score -529085.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -529086.125000 Penalty: 873.767639
	Iteration 38Q: 3 clusters Score -529086.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -529085.750000 Penalty: 873.767639
	Iteration 39Q: 3 clusters Score -529085.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -529085.750000 Penalty: 873.767639
	Iteration 40F: 3 clusters Score -529085.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 549577 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 479015 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 4772 members 
Mstep: Class 8 contains 6108 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7298 members 
Mstep: Class 11 contains 12675 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7590 members 
Mstep: Class 14 contains 11537 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 105941 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10800 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17332 members 
Mstep: Class 22 contains 1069 members 
Mstep: Class 23 contains 3262 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7730 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15774 members 
Mstep: Class 29 contains 5382 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1193 members 
Mstep: Class 32 contains 12721 members 
Mstep: Class 33 contains 7446 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4185 members 
Mstep: Class 36 contains 21563 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9999 members 
Mstep: Class 39 contains 7093 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 17631 members 
Mstep: Class 42 contains 13723 members 
Entering Unmasked Estep 
Score: -50376156.000000 Penalty: 27027.978516
Splitting cluster 22 changes total score from -50376272.000000 to -50376156.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (3262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Entering Unmasked Estep 
Score: -119091.757812 Penalty: 368.099335
	Iteration 0F: 2 clusters Score -119091.8 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 1618 members 
Entering Unmasked Estep 
Score: -116825.742188 Penalty: 736.198669
	Iteration 0F: 3 clusters Score -116825.7 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -117716.226562 Penalty: 736.198669
	Iteration 1F: 3 clusters Score -117716.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -117850.445312 Penalty: 736.198669
	Iteration 2F: 3 clusters Score -117850.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -117982.468750 Penalty: 736.198669
	Iteration 3F: 3 clusters Score -117982.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -118094.304688 Penalty: 736.198669
	Iteration 4F: 3 clusters Score -118094.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -118183.140625 Penalty: 736.198669
	Iteration 5Q: 3 clusters Score -118183.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -118272.695312 Penalty: 736.198669
	Iteration 6Q: 3 clusters Score -118272.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -118343.671875 Penalty: 736.198669
	Iteration 7Q: 3 clusters Score -118343.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -118403.445312 Penalty: 736.198669
	Iteration 8Q: 3 clusters Score -118403.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -118458.960938 Penalty: 736.198669
	Iteration 9Q: 3 clusters Score -118459 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -118501.421875 Penalty: 736.198669
	Iteration 10Q: 3 clusters Score -118501.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -118525.859375 Penalty: 736.198669
	Iteration 11Q: 3 clusters Score -118525.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -118548.609375 Penalty: 736.198669
	Iteration 12Q: 3 clusters Score -118548.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -118573.289062 Penalty: 736.198669
	Iteration 13Q: 3 clusters Score -118573.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -118597.179688 Penalty: 736.198669
	Iteration 14Q: 3 clusters Score -118597.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -118622.906250 Penalty: 736.198669
	Iteration 15Q: 3 clusters Score -118622.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -118654.578125 Penalty: 736.198669
	Iteration 16Q: 3 clusters Score -118654.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -118680.835938 Penalty: 736.198669
	Iteration 17Q: 3 clusters Score -118680.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -118709.679688 Penalty: 736.198669
	Iteration 18Q: 3 clusters Score -118709.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -118743.906250 Penalty: 736.198669
	Iteration 19Q: 3 clusters Score -118743.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -118780.250000 Penalty: 736.198669
	Iteration 20F: 3 clusters Score -118780.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -118813.976562 Penalty: 736.198669
	Iteration 21Q: 3 clusters Score -118814 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -118841.953125 Penalty: 736.198669
	Iteration 22Q: 3 clusters Score -118842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -118867.304688 Penalty: 736.198669
	Iteration 23Q: 3 clusters Score -118867.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -118890.726562 Penalty: 736.198669
	Iteration 24Q: 3 clusters Score -118890.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -118915.421875 Penalty: 736.198669
	Iteration 25Q: 3 clusters Score -118915.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -118929.632812 Penalty: 736.198669
	Iteration 26Q: 3 clusters Score -118929.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -118939.375000 Penalty: 736.198669
	Iteration 27Q: 3 clusters Score -118939.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -118947.156250 Penalty: 736.198669
	Iteration 28Q: 3 clusters Score -118947.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -118955.273438 Penalty: 736.198669
	Iteration 29Q: 3 clusters Score -118955.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -118960.781250 Penalty: 736.198669
	Iteration 30Q: 3 clusters Score -118960.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -118964.328125 Penalty: 736.198669
	Iteration 31Q: 3 clusters Score -118964.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -118966.445312 Penalty: 736.198669
	Iteration 32Q: 3 clusters Score -118966.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -118967.515625 Penalty: 736.198669
	Iteration 33Q: 3 clusters Score -118967.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -118968.328125 Penalty: 736.198669
	Iteration 34Q: 3 clusters Score -118968.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -118968.679688 Penalty: 736.198669
	Iteration 35Q: 3 clusters Score -118968.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -118968.562500 Penalty: 736.198669
	Iteration 36Q: 3 clusters Score -118968.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -118968.562500 Penalty: 736.198669
	Iteration 37F: 3 clusters Score -118968.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Entering Unmasked Estep 
Score: -129207.625000 Penalty: 373.745850
	Iteration 0F: 2 clusters Score -129207.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -126776.562500 Penalty: 747.491699
	Iteration 0F: 3 clusters Score -126776.6 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -127649.625000 Penalty: 747.491699
	Iteration 1F: 3 clusters Score -127649.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -127804.632812 Penalty: 747.491699
	Iteration 2F: 3 clusters Score -127804.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -128007.765625 Penalty: 747.491699
	Iteration 3F: 3 clusters Score -128007.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -128176.492188 Penalty: 747.491699
	Iteration 4F: 3 clusters Score -128176.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -128336.328125 Penalty: 747.491699
	Iteration 5F: 3 clusters Score -128336.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -128472.140625 Penalty: 747.491699
	Iteration 6F: 3 clusters Score -128472.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -128580.835938 Penalty: 747.491699
	Iteration 7Q: 3 clusters Score -128580.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -128654.539062 Penalty: 747.491699
	Iteration 8Q: 3 clusters Score -128654.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -128720.343750 Penalty: 747.491699
	Iteration 9Q: 3 clusters Score -128720.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -128761.164062 Penalty: 747.491699
	Iteration 10Q: 3 clusters Score -128761.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -128812.664062 Penalty: 747.491699
	Iteration 11Q: 3 clusters Score -128812.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -128851.835938 Penalty: 747.491699
	Iteration 12Q: 3 clusters Score -128851.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -128869.171875 Penalty: 747.491699
	Iteration 13Q: 3 clusters Score -128869.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -128880.382812 Penalty: 747.491699
	Iteration 14Q: 3 clusters Score -128880.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -128894.375000 Penalty: 747.491699
	Iteration 15Q: 3 clusters Score -128894.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -128909.960938 Penalty: 747.491699
	Iteration 16Q: 3 clusters Score -128910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -128923.687500 Penalty: 747.491699
	Iteration 17Q: 3 clusters Score -128923.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -128952.343750 Penalty: 747.491699
	Iteration 18Q: 3 clusters Score -128952.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -128972.585938 Penalty: 747.491699
	Iteration 19Q: 3 clusters Score -128972.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -128990.859375 Penalty: 747.491699
	Iteration 20F: 3 clusters Score -128990.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -129003.156250 Penalty: 747.491699
	Iteration 21Q: 3 clusters Score -129003.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -129009.328125 Penalty: 747.491699
	Iteration 22Q: 3 clusters Score -129009.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -129012.367188 Penalty: 747.491699
	Iteration 23Q: 3 clusters Score -129012.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -129015.726562 Penalty: 747.491699
	Iteration 24Q: 3 clusters Score -129015.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -129019.890625 Penalty: 747.491699
	Iteration 25Q: 3 clusters Score -129019.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -129022.562500 Penalty: 747.491699
	Iteration 26Q: 3 clusters Score -129022.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -129025.187500 Penalty: 747.491699
	Iteration 27Q: 3 clusters Score -129025.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -129027.468750 Penalty: 747.491699
	Iteration 28Q: 3 clusters Score -129027.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -129029.171875 Penalty: 747.491699
	Iteration 29Q: 3 clusters Score -129029.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -129030.179688 Penalty: 747.491699
	Iteration 30Q: 3 clusters Score -129030.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -129031.070312 Penalty: 747.491699
	Iteration 31Q: 3 clusters Score -129031.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -129033.195312 Penalty: 747.491699
	Iteration 32Q: 3 clusters Score -129033.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -129036.820312 Penalty: 747.491699
	Iteration 33Q: 3 clusters Score -129036.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -129039.078125 Penalty: 747.491699
	Iteration 34Q: 3 clusters Score -129039.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -129039.609375 Penalty: 747.491699
	Iteration 35Q: 3 clusters Score -129039.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -129039.734375 Penalty: 747.491699
	Iteration 36Q: 3 clusters Score -129039.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -129040.054688 Penalty: 747.491699
	Iteration 37Q: 3 clusters Score -129040.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -129040.250000 Penalty: 747.491699
	Iteration 38Q: 3 clusters Score -129040.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -129040.437500 Penalty: 747.491699
	Iteration 39Q: 3 clusters Score -129040.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -129040.437500 Penalty: 747.491699
	Iteration 40F: 3 clusters Score -129040.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -26942.541016 Penalty: 302.587708
	Iteration 0F: 2 clusters Score -26942.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -26274.556641 Penalty: 605.175415
	Iteration 0F: 3 clusters Score -26274.56 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -26487.792969 Penalty: 605.175415
	Iteration 1F: 3 clusters Score -26487.79 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -26527.470703 Penalty: 605.175415
	Iteration 2F: 3 clusters Score -26527.47 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -26541.875000 Penalty: 605.175415
	Iteration 3Q: 3 clusters Score -26541.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -26552.384766 Penalty: 605.175415
	Iteration 4Q: 3 clusters Score -26552.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -26557.326172 Penalty: 605.175415
	Iteration 5Q: 3 clusters Score -26557.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -26562.244141 Penalty: 605.175415
	Iteration 6Q: 3 clusters Score -26562.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -26571.697266 Penalty: 605.175415
	Iteration 7Q: 3 clusters Score -26571.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -26585.173828 Penalty: 605.175415
	Iteration 8Q: 3 clusters Score -26585.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -26592.851562 Penalty: 605.175415
	Iteration 9Q: 3 clusters Score -26592.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -26606.796875 Penalty: 605.175415
	Iteration 10Q: 3 clusters Score -26606.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -26618.527344 Penalty: 605.175415
	Iteration 11Q: 3 clusters Score -26618.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -26636.816406 Penalty: 605.175415
	Iteration 12Q: 3 clusters Score -26636.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -26653.421875 Penalty: 605.175415
	Iteration 13Q: 3 clusters Score -26653.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -26664.777344 Penalty: 605.175415
	Iteration 14Q: 3 clusters Score -26664.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -26672.994141 Penalty: 605.175415
	Iteration 15Q: 3 clusters Score -26672.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -26683.423828 Penalty: 605.175415
	Iteration 16Q: 3 clusters Score -26683.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -26696.142578 Penalty: 605.175415
	Iteration 17Q: 3 clusters Score -26696.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -26702.650391 Penalty: 605.175415
	Iteration 18Q: 3 clusters Score -26702.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -26706.773438 Penalty: 605.175415
	Iteration 19Q: 3 clusters Score -26706.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -26710.822266 Penalty: 605.175415
	Iteration 20F: 3 clusters Score -26710.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -26714.605469 Penalty: 605.175415
	Iteration 21Q: 3 clusters Score -26714.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -26719.070312 Penalty: 605.175415
	Iteration 22Q: 3 clusters Score -26719.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -26721.205078 Penalty: 605.175415
	Iteration 23Q: 3 clusters Score -26721.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -26722.093750 Penalty: 605.175415
	Iteration 24Q: 3 clusters Score -26722.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -26722.564453 Penalty: 605.175415
	Iteration 25Q: 3 clusters Score -26722.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -26722.990234 Penalty: 605.175415
	Iteration 26Q: 3 clusters Score -26722.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -26722.990234 Penalty: 605.175415
	Iteration 27F: 3 clusters Score -26722.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Entering Unmasked Estep 
Score: -288881.906250 Penalty: 407.355286
	Iteration 0F: 2 clusters Score -288881.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -283662.406250 Penalty: 814.710571
	Iteration 0F: 3 clusters Score -283662.4 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -285917.468750 Penalty: 814.710571
	Iteration 1F: 3 clusters Score -285917.5 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -286249.625000 Penalty: 814.710571
	Iteration 2F: 3 clusters Score -286249.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -286664.562500 Penalty: 814.710571
	Iteration 3F: 3 clusters Score -286664.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -287115.906250 Penalty: 814.710571
	Iteration 4F: 3 clusters Score -287115.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -287540.125000 Penalty: 814.710571
	Iteration 5F: 3 clusters Score -287540.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -287870.093750 Penalty: 814.710571
	Iteration 6Q: 3 clusters Score -287870.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -288119.250000 Penalty: 814.710571
	Iteration 7Q: 3 clusters Score -288119.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -288280.156250 Penalty: 814.710571
	Iteration 8Q: 3 clusters Score -288280.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -288344.375000 Penalty: 814.710571
	Iteration 9Q: 3 clusters Score -288344.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -288380.968750 Penalty: 814.710571
	Iteration 10Q: 3 clusters Score -288381 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -288419.968750 Penalty: 814.710571
	Iteration 11Q: 3 clusters Score -288420 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -288444.187500 Penalty: 814.710571
	Iteration 12Q: 3 clusters Score -288444.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -288460.593750 Penalty: 814.710571
	Iteration 13Q: 3 clusters Score -288460.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -288475.281250 Penalty: 814.710571
	Iteration 14Q: 3 clusters Score -288475.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -288483.281250 Penalty: 814.710571
	Iteration 15Q: 3 clusters Score -288483.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -288492.062500 Penalty: 814.710571
	Iteration 16Q: 3 clusters Score -288492.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -288495.500000 Penalty: 814.710571
	Iteration 17Q: 3 clusters Score -288495.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -288495.718750 Penalty: 814.710571
	Iteration 18Q: 3 clusters Score -288495.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -288496.031250 Penalty: 814.710571
	Iteration 19Q: 3 clusters Score -288496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -288495.906250 Penalty: 814.710571
	Iteration 20F: 3 clusters Score -288495.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (70 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Entering Unmasked Estep 
Score: -1592.388916 Penalty: 193.306534
	Iteration 0F: 2 clusters Score -1592.389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1417.841431 Penalty: 386.613068
	Iteration 0F: 3 clusters Score -1417.841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -1430.745117 Penalty: 386.613068
	Iteration 1F: 3 clusters Score -1430.745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1437.377930 Penalty: 386.613068
	Iteration 2Q: 3 clusters Score -1437.378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -1455.553833 Penalty: 386.613068
	Iteration 3Q: 3 clusters Score -1455.554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1460.199219 Penalty: 386.613068
	Iteration 4Q: 3 clusters Score -1460.199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1460.199219 Penalty: 386.613068
	Iteration 5F: 3 clusters Score -1460.199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Entering Unmasked Estep 
Score: -615561.437500 Penalty: 439.808411
	Iteration 0F: 2 clusters Score -615561.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -605114.687500 Penalty: 879.616821
	Iteration 0F: 3 clusters Score -605114.7 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -609332.437500 Penalty: 879.616821
	Iteration 1F: 3 clusters Score -609332.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -609508.500000 Penalty: 879.616821
	Iteration 2Q: 3 clusters Score -609508.5 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -609694.312500 Penalty: 879.616821
	Iteration 3Q: 3 clusters Score -609694.3 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -609909.500000 Penalty: 879.616821
	Iteration 4Q: 3 clusters Score -609909.5 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -610161.875000 Penalty: 879.616821
	Iteration 5Q: 3 clusters Score -610161.9 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -610426.937500 Penalty: 879.616821
	Iteration 6Q: 3 clusters Score -610426.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -610734.562500 Penalty: 879.616821
	Iteration 7Q: 3 clusters Score -610734.6 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -611163.625000 Penalty: 879.616821
	Iteration 8Q: 3 clusters Score -611163.6 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -611760.875000 Penalty: 879.616821
	Iteration 9F: 3 clusters Score -611760.9 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -612442.875000 Penalty: 879.616821
	Iteration 10F: 3 clusters Score -612442.9 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -612991.562500 Penalty: 879.616821
	Iteration 11F: 3 clusters Score -612991.6 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -613306.062500 Penalty: 879.616821
	Iteration 12Q: 3 clusters Score -613306.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -613465.437500 Penalty: 879.616821
	Iteration 13Q: 3 clusters Score -613465.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -613582.937500 Penalty: 879.616821
	Iteration 14Q: 3 clusters Score -613582.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -613678.312500 Penalty: 879.616821
	Iteration 15Q: 3 clusters Score -613678.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -613762.500000 Penalty: 879.616821
	Iteration 16Q: 3 clusters Score -613762.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -613844.250000 Penalty: 879.616821
	Iteration 17Q: 3 clusters Score -613844.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -613925.125000 Penalty: 879.616821
	Iteration 18Q: 3 clusters Score -613925.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -614018.437500 Penalty: 879.616821
	Iteration 19Q: 3 clusters Score -614018.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -614115.437500 Penalty: 879.616821
	Iteration 20F: 3 clusters Score -614115.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -614236.812500 Penalty: 879.616821
	Iteration 21Q: 3 clusters Score -614236.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -614355.937500 Penalty: 879.616821
	Iteration 22Q: 3 clusters Score -614355.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -614460.625000 Penalty: 879.616821
	Iteration 23Q: 3 clusters Score -614460.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -614538.250000 Penalty: 879.616821
	Iteration 24Q: 3 clusters Score -614538.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -614579.937500 Penalty: 879.616821
	Iteration 25Q: 3 clusters Score -614579.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -614606.750000 Penalty: 879.616821
	Iteration 26Q: 3 clusters Score -614606.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -614629.062500 Penalty: 879.616821
	Iteration 27Q: 3 clusters Score -614629.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -614646.562500 Penalty: 879.616821
	Iteration 28Q: 3 clusters Score -614646.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -614661.000000 Penalty: 879.616821
	Iteration 29Q: 3 clusters Score -614661 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -614672.250000 Penalty: 879.616821
	Iteration 30Q: 3 clusters Score -614672.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -614677.750000 Penalty: 879.616821
	Iteration 31Q: 3 clusters Score -614677.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -614684.375000 Penalty: 879.616821
	Iteration 32Q: 3 clusters Score -614684.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -614691.125000 Penalty: 879.616821
	Iteration 33Q: 3 clusters Score -614691.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -614704.437500 Penalty: 879.616821
	Iteration 34Q: 3 clusters Score -614704.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -614712.000000 Penalty: 879.616821
	Iteration 35Q: 3 clusters Score -614712 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -614721.500000 Penalty: 879.616821
	Iteration 36Q: 3 clusters Score -614721.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -614730.375000 Penalty: 879.616821
	Iteration 37Q: 3 clusters Score -614730.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -614738.875000 Penalty: 879.616821
	Iteration 38Q: 3 clusters Score -614738.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -614744.687500 Penalty: 879.616821
	Iteration 39Q: 3 clusters Score -614744.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -614750.437500 Penalty: 879.616821
	Iteration 40F: 3 clusters Score -614750.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -614757.500000 Penalty: 879.616821
	Iteration 41Q: 3 clusters Score -614757.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -614763.250000 Penalty: 879.616821
	Iteration 42Q: 3 clusters Score -614763.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -614770.437500 Penalty: 879.616821
	Iteration 43Q: 3 clusters Score -614770.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -614774.812500 Penalty: 879.616821
	Iteration 44Q: 3 clusters Score -614774.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -614778.375000 Penalty: 879.616821
	Iteration 45Q: 3 clusters Score -614778.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -614785.062500 Penalty: 879.616821
	Iteration 46Q: 3 clusters Score -614785.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -614788.062500 Penalty: 879.616821
	Iteration 47Q: 3 clusters Score -614788.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -614795.000000 Penalty: 879.616821
	Iteration 48Q: 3 clusters Score -614795 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -614804.062500 Penalty: 879.616821
	Iteration 49Q: 3 clusters Score -614804.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -614815.312500 Penalty: 879.616821
	Iteration 50Q: 3 clusters Score -614815.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -614827.250000 Penalty: 879.616821
	Iteration 51Q: 3 clusters Score -614827.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -614836.562500 Penalty: 879.616821
	Iteration 52Q: 3 clusters Score -614836.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -614846.437500 Penalty: 879.616821
	Iteration 53Q: 3 clusters Score -614846.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -614858.250000 Penalty: 879.616821
	Iteration 54Q: 3 clusters Score -614858.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -614864.937500 Penalty: 879.616821
	Iteration 55Q: 3 clusters Score -614864.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -614871.562500 Penalty: 879.616821
	Iteration 56Q: 3 clusters Score -614871.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -614881.187500 Penalty: 879.616821
	Iteration 57Q: 3 clusters Score -614881.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -614888.125000 Penalty: 879.616821
	Iteration 58Q: 3 clusters Score -614888.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -614897.875000 Penalty: 879.616821
	Iteration 59Q: 3 clusters Score -614897.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -614909.000000 Penalty: 879.616821
	Iteration 60F: 3 clusters Score -614909 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -614916.500000 Penalty: 879.616821
	Iteration 61Q: 3 clusters Score -614916.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -614928.875000 Penalty: 879.616821
	Iteration 62Q: 3 clusters Score -614928.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -614936.062500 Penalty: 879.616821
	Iteration 63Q: 3 clusters Score -614936.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -614945.062500 Penalty: 879.616821
	Iteration 64Q: 3 clusters Score -614945.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -614952.625000 Penalty: 879.616821
	Iteration 65Q: 3 clusters Score -614952.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -614962.437500 Penalty: 879.616821
	Iteration 66Q: 3 clusters Score -614962.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -614971.500000 Penalty: 879.616821
	Iteration 67Q: 3 clusters Score -614971.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -614985.625000 Penalty: 879.616821
	Iteration 68Q: 3 clusters Score -614985.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -614997.750000 Penalty: 879.616821
	Iteration 69Q: 3 clusters Score -614997.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -615012.062500 Penalty: 879.616821
	Iteration 70Q: 3 clusters Score -615012.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -615022.687500 Penalty: 879.616821
	Iteration 71Q: 3 clusters Score -615022.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -615028.250000 Penalty: 879.616821
	Iteration 72Q: 3 clusters Score -615028.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -615035.750000 Penalty: 879.616821
	Iteration 73Q: 3 clusters Score -615035.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -615039.812500 Penalty: 879.616821
	Iteration 74Q: 3 clusters Score -615039.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -615045.312500 Penalty: 879.616821
	Iteration 75Q: 3 clusters Score -615045.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -615048.687500 Penalty: 879.616821
	Iteration 76Q: 3 clusters Score -615048.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -615053.750000 Penalty: 879.616821
	Iteration 77Q: 3 clusters Score -615053.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -615058.937500 Penalty: 879.616821
	Iteration 78Q: 3 clusters Score -615058.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -615065.312500 Penalty: 879.616821
	Iteration 79Q: 3 clusters Score -615065.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -615068.125000 Penalty: 879.616821
	Iteration 80F: 3 clusters Score -615068.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -615074.687500 Penalty: 879.616821
	Iteration 81Q: 3 clusters Score -615074.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -615075.562500 Penalty: 879.616821
	Iteration 82Q: 3 clusters Score -615075.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -615086.062500 Penalty: 879.616821
	Iteration 83Q: 3 clusters Score -615086.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -615095.312500 Penalty: 879.616821
	Iteration 84Q: 3 clusters Score -615095.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -615099.250000 Penalty: 879.616821
	Iteration 85Q: 3 clusters Score -615099.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -615104.625000 Penalty: 879.616821
	Iteration 86Q: 3 clusters Score -615104.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -615106.687500 Penalty: 879.616821
	Iteration 87Q: 3 clusters Score -615106.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -615109.937500 Penalty: 879.616821
	Iteration 88Q: 3 clusters Score -615109.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -615112.500000 Penalty: 879.616821
	Iteration 89Q: 3 clusters Score -615112.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -615115.687500 Penalty: 879.616821
	Iteration 90Q: 3 clusters Score -615115.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -615116.562500 Penalty: 879.616821
	Iteration 91Q: 3 clusters Score -615116.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -615118.750000 Penalty: 879.616821
	Iteration 92Q: 3 clusters Score -615118.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -615117.500000 Penalty: 879.616821
	Iteration 93Q: 3 clusters Score -615117.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -615119.625000 Penalty: 879.616821
	Iteration 94Q: 3 clusters Score -615119.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -615120.000000 Penalty: 879.616821
	Iteration 95Q: 3 clusters Score -615120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -615121.562500 Penalty: 879.616821
	Iteration 96Q: 3 clusters Score -615121.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -615121.625000 Penalty: 879.616821
	Iteration 97Q: 3 clusters Score -615121.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -615122.062500 Penalty: 879.616821
	Iteration 98Q: 3 clusters Score -615122.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -615121.937500 Penalty: 879.616821
	Iteration 99Q: 3 clusters Score -615121.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -615122.500000 Penalty: 879.616821
	Iteration 100F: 3 clusters Score -615122.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -615125.000000 Penalty: 879.616821
	Iteration 101Q: 3 clusters Score -615125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -615125.375000 Penalty: 879.616821
	Iteration 102Q: 3 clusters Score -615125.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -615126.000000 Penalty: 879.616821
	Iteration 103Q: 3 clusters Score -615126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -615125.937500 Penalty: 879.616821
	Iteration 104Q: 3 clusters Score -615125.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -615126.812500 Penalty: 879.616821
	Iteration 105Q: 3 clusters Score -615126.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -615127.250000 Penalty: 879.616821
	Iteration 106Q: 3 clusters Score -615127.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -615126.750000 Penalty: 879.616821
	Iteration 107Q: 3 clusters Score -615126.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -615126.687500 Penalty: 879.616821
	Iteration 108Q: 3 clusters Score -615126.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -615126.437500 Penalty: 879.616821
	Iteration 109Q: 3 clusters Score -615126.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -615126.062500 Penalty: 879.616821
	Iteration 110Q: 3 clusters Score -615126.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -615125.750000 Penalty: 879.616821
	Iteration 111Q: 3 clusters Score -615125.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -615125.750000 Penalty: 879.616821
	Iteration 112F: 3 clusters Score -615125.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Entering Unmasked Estep 
Score: -189405.484375 Penalty: 390.882111
	Iteration 0F: 2 clusters Score -189405.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -185758.531250 Penalty: 781.764221
	Iteration 0F: 3 clusters Score -185758.5 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -187401.046875 Penalty: 781.764221
	Iteration 1F: 3 clusters Score -187401 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -187777.625000 Penalty: 781.764221
	Iteration 2F: 3 clusters Score -187777.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -188123.359375 Penalty: 781.764221
	Iteration 3F: 3 clusters Score -188123.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -188378.562500 Penalty: 781.764221
	Iteration 4F: 3 clusters Score -188378.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -188573.000000 Penalty: 781.764221
	Iteration 5F: 3 clusters Score -188573 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -188734.203125 Penalty: 781.764221
	Iteration 6Q: 3 clusters Score -188734.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -188838.406250 Penalty: 781.764221
	Iteration 7Q: 3 clusters Score -188838.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -188900.812500 Penalty: 781.764221
	Iteration 8Q: 3 clusters Score -188900.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -188948.718750 Penalty: 781.764221
	Iteration 9Q: 3 clusters Score -188948.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -188982.625000 Penalty: 781.764221
	Iteration 10Q: 3 clusters Score -188982.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -189006.062500 Penalty: 781.764221
	Iteration 11Q: 3 clusters Score -189006.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -189029.734375 Penalty: 781.764221
	Iteration 12Q: 3 clusters Score -189029.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -189048.687500 Penalty: 781.764221
	Iteration 13Q: 3 clusters Score -189048.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -189058.828125 Penalty: 781.764221
	Iteration 14Q: 3 clusters Score -189058.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -189063.921875 Penalty: 781.764221
	Iteration 15Q: 3 clusters Score -189063.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -189069.234375 Penalty: 781.764221
	Iteration 16Q: 3 clusters Score -189069.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -189074.468750 Penalty: 781.764221
	Iteration 17Q: 3 clusters Score -189074.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -189077.484375 Penalty: 781.764221
	Iteration 18Q: 3 clusters Score -189077.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -189081.093750 Penalty: 781.764221
	Iteration 19Q: 3 clusters Score -189081.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -189082.453125 Penalty: 781.764221
	Iteration 20F: 3 clusters Score -189082.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -189082.609375 Penalty: 781.764221
	Iteration 21Q: 3 clusters Score -189082.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -189082.703125 Penalty: 781.764221
	Iteration 22Q: 3 clusters Score -189082.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -189082.703125 Penalty: 781.764221
	Iteration 23F: 3 clusters Score -189082.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Entering Unmasked Estep 
Score: -60387.324219 Penalty: 337.499908
	Iteration 0F: 2 clusters Score -60387.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -59162.707031 Penalty: 674.999817
	Iteration 0F: 3 clusters Score -59162.71 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -59591.832031 Penalty: 674.999817
	Iteration 1F: 3 clusters Score -59591.83 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -59686.203125 Penalty: 674.999817
	Iteration 2F: 3 clusters Score -59686.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -59783.878906 Penalty: 674.999817
	Iteration 3F: 3 clusters Score -59783.88 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -59875.769531 Penalty: 674.999817
	Iteration 4Q: 3 clusters Score -59875.77 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -59952.464844 Penalty: 674.999817
	Iteration 5Q: 3 clusters Score -59952.46 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60009.156250 Penalty: 674.999817
	Iteration 6Q: 3 clusters Score -60009.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60039.296875 Penalty: 674.999817
	Iteration 7Q: 3 clusters Score -60039.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -60062.554688 Penalty: 674.999817
	Iteration 8Q: 3 clusters Score -60062.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60083.843750 Penalty: 674.999817
	Iteration 9Q: 3 clusters Score -60083.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60094.707031 Penalty: 674.999817
	Iteration 10Q: 3 clusters Score -60094.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -60104.746094 Penalty: 674.999817
	Iteration 11Q: 3 clusters Score -60104.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -60107.046875 Penalty: 674.999817
	Iteration 12Q: 3 clusters Score -60107.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -60108.230469 Penalty: 674.999817
	Iteration 13Q: 3 clusters Score -60108.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -60109.941406 Penalty: 674.999817
	Iteration 14Q: 3 clusters Score -60109.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -60110.421875 Penalty: 674.999817
	Iteration 15Q: 3 clusters Score -60110.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -60110.421875 Penalty: 674.999817
	Iteration 16F: 3 clusters Score -60110.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Entering Unmasked Estep 
Score: -41791.750000 Penalty: 322.332306
	Iteration 0F: 2 clusters Score -41791.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -40880.460938 Penalty: 644.664612
	Iteration 0F: 3 clusters Score -40880.46 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -41185.675781 Penalty: 644.664612
	Iteration 1F: 3 clusters Score -41185.68 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -41241.378906 Penalty: 644.664612
	Iteration 2F: 3 clusters Score -41241.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -41265.136719 Penalty: 644.664612
	Iteration 3Q: 3 clusters Score -41265.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -41282.261719 Penalty: 644.664612
	Iteration 4Q: 3 clusters Score -41282.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -41297.187500 Penalty: 644.664612
	Iteration 5Q: 3 clusters Score -41297.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -41312.511719 Penalty: 644.664612
	Iteration 6Q: 3 clusters Score -41312.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -41326.242188 Penalty: 644.664612
	Iteration 7Q: 3 clusters Score -41326.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -41340.750000 Penalty: 644.664612
	Iteration 8Q: 3 clusters Score -41340.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -41355.730469 Penalty: 644.664612
	Iteration 9Q: 3 clusters Score -41355.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -41367.609375 Penalty: 644.664612
	Iteration 10Q: 3 clusters Score -41367.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -41377.062500 Penalty: 644.664612
	Iteration 11Q: 3 clusters Score -41377.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -41392.511719 Penalty: 644.664612
	Iteration 12Q: 3 clusters Score -41392.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -41412.621094 Penalty: 644.664612
	Iteration 13Q: 3 clusters Score -41412.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -41419.632812 Penalty: 644.664612
	Iteration 14Q: 3 clusters Score -41419.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -41424.574219 Penalty: 644.664612
	Iteration 15Q: 3 clusters Score -41424.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -41425.757812 Penalty: 644.664612
	Iteration 16Q: 3 clusters Score -41425.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -41426.421875 Penalty: 644.664612
	Iteration 17Q: 3 clusters Score -41426.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -41427.031250 Penalty: 644.664612
	Iteration 18Q: 3 clusters Score -41427.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -41427.976562 Penalty: 644.664612
	Iteration 19Q: 3 clusters Score -41427.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -41427.976562 Penalty: 644.664612
	Iteration 20F: 3 clusters Score -41427.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Entering Unmasked Estep 
Score: -467074.156250 Penalty: 430.020935
	Iteration 0F: 2 clusters Score -467074.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -458604.218750 Penalty: 860.041870
	Iteration 0F: 3 clusters Score -458604.2 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -461938.000000 Penalty: 860.041870
	Iteration 1F: 3 clusters Score -461938 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -462173.593750 Penalty: 860.041870
	Iteration 2Q: 3 clusters Score -462173.6 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -462454.062500 Penalty: 860.041870
	Iteration 3Q: 3 clusters Score -462454.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -462829.031250 Penalty: 860.041870
	Iteration 4F: 3 clusters Score -462829 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -463384.187500 Penalty: 860.041870
	Iteration 5F: 3 clusters Score -463384.2 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -464029.312500 Penalty: 860.041870
	Iteration 6F: 3 clusters Score -464029.3 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -464623.218750 Penalty: 860.041870
	Iteration 7F: 3 clusters Score -464623.2 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -464912.875000 Penalty: 860.041870
	Iteration 8F: 3 clusters Score -464912.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -465029.812500 Penalty: 860.041870
	Iteration 9Q: 3 clusters Score -465029.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -465083.593750 Penalty: 860.041870
	Iteration 10Q: 3 clusters Score -465083.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -465126.062500 Penalty: 860.041870
	Iteration 11Q: 3 clusters Score -465126.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -465149.437500 Penalty: 860.041870
	Iteration 12Q: 3 clusters Score -465149.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -465174.093750 Penalty: 860.041870
	Iteration 13Q: 3 clusters Score -465174.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -465197.312500 Penalty: 860.041870
	Iteration 14Q: 3 clusters Score -465197.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -465224.125000 Penalty: 860.041870
	Iteration 15Q: 3 clusters Score -465224.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -465251.875000 Penalty: 860.041870
	Iteration 16Q: 3 clusters Score -465251.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -465278.343750 Penalty: 860.041870
	Iteration 17Q: 3 clusters Score -465278.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -465305.281250 Penalty: 860.041870
	Iteration 18Q: 3 clusters Score -465305.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -465334.593750 Penalty: 860.041870
	Iteration 19Q: 3 clusters Score -465334.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -465358.812500 Penalty: 860.041870
	Iteration 20F: 3 clusters Score -465358.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -465379.750000 Penalty: 860.041870
	Iteration 21Q: 3 clusters Score -465379.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -465399.718750 Penalty: 860.041870
	Iteration 22Q: 3 clusters Score -465399.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -465420.125000 Penalty: 860.041870
	Iteration 23Q: 3 clusters Score -465420.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -465443.312500 Penalty: 860.041870
	Iteration 24Q: 3 clusters Score -465443.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -465463.500000 Penalty: 860.041870
	Iteration 25Q: 3 clusters Score -465463.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -465486.906250 Penalty: 860.041870
	Iteration 26Q: 3 clusters Score -465486.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -465508.187500 Penalty: 860.041870
	Iteration 27Q: 3 clusters Score -465508.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -465530.656250 Penalty: 860.041870
	Iteration 28Q: 3 clusters Score -465530.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -465553.812500 Penalty: 860.041870
	Iteration 29Q: 3 clusters Score -465553.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -465579.187500 Penalty: 860.041870
	Iteration 30Q: 3 clusters Score -465579.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -465612.718750 Penalty: 860.041870
	Iteration 31Q: 3 clusters Score -465612.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -465645.406250 Penalty: 860.041870
	Iteration 32Q: 3 clusters Score -465645.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -465681.625000 Penalty: 860.041870
	Iteration 33Q: 3 clusters Score -465681.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -465721.781250 Penalty: 860.041870
	Iteration 34Q: 3 clusters Score -465721.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -465780.500000 Penalty: 860.041870
	Iteration 35Q: 3 clusters Score -465780.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -465850.562500 Penalty: 860.041870
	Iteration 36Q: 3 clusters Score -465850.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -465936.187500 Penalty: 860.041870
	Iteration 37Q: 3 clusters Score -465936.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -466037.937500 Penalty: 860.041870
	Iteration 38Q: 3 clusters Score -466037.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -466137.406250 Penalty: 860.041870
	Iteration 39Q: 3 clusters Score -466137.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -466223.531250 Penalty: 860.041870
	Iteration 40F: 3 clusters Score -466223.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -466290.687500 Penalty: 860.041870
	Iteration 41Q: 3 clusters Score -466290.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -466333.375000 Penalty: 860.041870
	Iteration 42Q: 3 clusters Score -466333.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -466362.093750 Penalty: 860.041870
	Iteration 43Q: 3 clusters Score -466362.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -466382.531250 Penalty: 860.041870
	Iteration 44Q: 3 clusters Score -466382.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -466399.000000 Penalty: 860.041870
	Iteration 45Q: 3 clusters Score -466399 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -466408.468750 Penalty: 860.041870
	Iteration 46Q: 3 clusters Score -466408.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -466415.937500 Penalty: 860.041870
	Iteration 47Q: 3 clusters Score -466415.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -466420.906250 Penalty: 860.041870
	Iteration 48Q: 3 clusters Score -466420.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -466425.906250 Penalty: 860.041870
	Iteration 49Q: 3 clusters Score -466425.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -466427.781250 Penalty: 860.041870
	Iteration 50Q: 3 clusters Score -466427.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -466430.250000 Penalty: 860.041870
	Iteration 51Q: 3 clusters Score -466430.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -466436.031250 Penalty: 860.041870
	Iteration 52Q: 3 clusters Score -466436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -466442.062500 Penalty: 860.041870
	Iteration 53Q: 3 clusters Score -466442.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -466451.750000 Penalty: 860.041870
	Iteration 54Q: 3 clusters Score -466451.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -466463.968750 Penalty: 860.041870
	Iteration 55Q: 3 clusters Score -466464 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -466482.906250 Penalty: 860.041870
	Iteration 56Q: 3 clusters Score -466482.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -466497.687500 Penalty: 860.041870
	Iteration 57Q: 3 clusters Score -466497.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -466512.468750 Penalty: 860.041870
	Iteration 58Q: 3 clusters Score -466512.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -466522.562500 Penalty: 860.041870
	Iteration 59Q: 3 clusters Score -466522.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -466530.343750 Penalty: 860.041870
	Iteration 60F: 3 clusters Score -466530.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -466536.281250 Penalty: 860.041870
	Iteration 61Q: 3 clusters Score -466536.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -466544.812500 Penalty: 860.041870
	Iteration 62Q: 3 clusters Score -466544.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -466549.250000 Penalty: 860.041870
	Iteration 63Q: 3 clusters Score -466549.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -466556.312500 Penalty: 860.041870
	Iteration 64Q: 3 clusters Score -466556.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -466567.281250 Penalty: 860.041870
	Iteration 65Q: 3 clusters Score -466567.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -466576.625000 Penalty: 860.041870
	Iteration 66Q: 3 clusters Score -466576.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -466583.156250 Penalty: 860.041870
	Iteration 67Q: 3 clusters Score -466583.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -466585.718750 Penalty: 860.041870
	Iteration 68Q: 3 clusters Score -466585.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -466587.468750 Penalty: 860.041870
	Iteration 69Q: 3 clusters Score -466587.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -466593.187500 Penalty: 860.041870
	Iteration 70Q: 3 clusters Score -466593.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -466597.250000 Penalty: 860.041870
	Iteration 71Q: 3 clusters Score -466597.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -466601.375000 Penalty: 860.041870
	Iteration 72Q: 3 clusters Score -466601.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -466609.500000 Penalty: 860.041870
	Iteration 73Q: 3 clusters Score -466609.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -466612.593750 Penalty: 860.041870
	Iteration 74Q: 3 clusters Score -466612.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -466613.250000 Penalty: 860.041870
	Iteration 75Q: 3 clusters Score -466613.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -466615.406250 Penalty: 860.041870
	Iteration 76Q: 3 clusters Score -466615.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -466616.656250 Penalty: 860.041870
	Iteration 77Q: 3 clusters Score -466616.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -466616.218750 Penalty: 860.041870
	Iteration 78Q: 3 clusters Score -466616.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -466616.625000 Penalty: 860.041870
	Iteration 79Q: 3 clusters Score -466616.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -466616.156250 Penalty: 860.041870
	Iteration 80F: 3 clusters Score -466616.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -466618.343750 Penalty: 860.041870
	Iteration 81Q: 3 clusters Score -466618.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -466618.468750 Penalty: 860.041870
	Iteration 82Q: 3 clusters Score -466618.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -466619.750000 Penalty: 860.041870
	Iteration 83Q: 3 clusters Score -466619.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -466620.250000 Penalty: 860.041870
	Iteration 84Q: 3 clusters Score -466620.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -466621.625000 Penalty: 860.041870
	Iteration 85Q: 3 clusters Score -466621.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -466623.312500 Penalty: 860.041870
	Iteration 86Q: 3 clusters Score -466623.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -466624.687500 Penalty: 860.041870
	Iteration 87Q: 3 clusters Score -466624.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -466626.562500 Penalty: 860.041870
	Iteration 88Q: 3 clusters Score -466626.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -466629.875000 Penalty: 860.041870
	Iteration 89Q: 3 clusters Score -466629.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -466632.656250 Penalty: 860.041870
	Iteration 90Q: 3 clusters Score -466632.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -466635.781250 Penalty: 860.041870
	Iteration 91Q: 3 clusters Score -466635.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -466636.250000 Penalty: 860.041870
	Iteration 92Q: 3 clusters Score -466636.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -466637.250000 Penalty: 860.041870
	Iteration 93Q: 3 clusters Score -466637.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -466637.468750 Penalty: 860.041870
	Iteration 94Q: 3 clusters Score -466637.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -466636.968750 Penalty: 860.041870
	Iteration 95Q: 3 clusters Score -466637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -466637.375000 Penalty: 860.041870
	Iteration 96Q: 3 clusters Score -466637.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -466638.031250 Penalty: 860.041870
	Iteration 97Q: 3 clusters Score -466638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -466638.718750 Penalty: 860.041870
	Iteration 98Q: 3 clusters Score -466638.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -466638.718750 Penalty: 860.041870
	Iteration 99F: 3 clusters Score -466638.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Entering Unmasked Estep 
Score: -268392.593750 Penalty: 405.652161
	Iteration 0F: 2 clusters Score -268392.6 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 3672 members 
Entering Unmasked Estep 
Score: -263530.156250 Penalty: 811.304321
	Iteration 0F: 3 clusters Score -263530.2 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -265562.781250 Penalty: 811.304321
	Iteration 1F: 3 clusters Score -265562.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -265802.562500 Penalty: 811.304321
	Iteration 2F: 3 clusters Score -265802.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -266005.031250 Penalty: 811.304321
	Iteration 3F: 3 clusters Score -266005 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -266227.656250 Penalty: 811.304321
	Iteration 4F: 3 clusters Score -266227.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -266470.093750 Penalty: 811.304321
	Iteration 5F: 3 clusters Score -266470.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -266704.906250 Penalty: 811.304321
	Iteration 6Q: 3 clusters Score -266704.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -266899.468750 Penalty: 811.304321
	Iteration 7Q: 3 clusters Score -266899.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -267040.968750 Penalty: 811.304321
	Iteration 8Q: 3 clusters Score -267041 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -267144.531250 Penalty: 811.304321
	Iteration 9Q: 3 clusters Score -267144.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -267213.468750 Penalty: 811.304321
	Iteration 10Q: 3 clusters Score -267213.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -267267.531250 Penalty: 811.304321
	Iteration 11Q: 3 clusters Score -267267.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -267306.312500 Penalty: 811.304321
	Iteration 12Q: 3 clusters Score -267306.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -267331.000000 Penalty: 811.304321
	Iteration 13Q: 3 clusters Score -267331 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -267356.718750 Penalty: 811.304321
	Iteration 14Q: 3 clusters Score -267356.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -267375.625000 Penalty: 811.304321
	Iteration 15Q: 3 clusters Score -267375.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -267394.031250 Penalty: 811.304321
	Iteration 16Q: 3 clusters Score -267394 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -267416.718750 Penalty: 811.304321
	Iteration 17Q: 3 clusters Score -267416.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -267434.687500 Penalty: 811.304321
	Iteration 18Q: 3 clusters Score -267434.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -267446.593750 Penalty: 811.304321
	Iteration 19Q: 3 clusters Score -267446.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -267450.687500 Penalty: 811.304321
	Iteration 20F: 3 clusters Score -267450.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -267455.500000 Penalty: 811.304321
	Iteration 21Q: 3 clusters Score -267455.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -267461.250000 Penalty: 811.304321
	Iteration 22Q: 3 clusters Score -267461.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -267466.000000 Penalty: 811.304321
	Iteration 23Q: 3 clusters Score -267466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -267471.437500 Penalty: 811.304321
	Iteration 24Q: 3 clusters Score -267471.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -267479.843750 Penalty: 811.304321
	Iteration 25Q: 3 clusters Score -267479.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -267485.531250 Penalty: 811.304321
	Iteration 26Q: 3 clusters Score -267485.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -267492.156250 Penalty: 811.304321
	Iteration 27Q: 3 clusters Score -267492.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -267501.375000 Penalty: 811.304321
	Iteration 28Q: 3 clusters Score -267501.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -267513.500000 Penalty: 811.304321
	Iteration 29Q: 3 clusters Score -267513.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -267523.968750 Penalty: 811.304321
	Iteration 30Q: 3 clusters Score -267524 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -267533.437500 Penalty: 811.304321
	Iteration 31Q: 3 clusters Score -267533.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -267546.843750 Penalty: 811.304321
	Iteration 32Q: 3 clusters Score -267546.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -267562.875000 Penalty: 811.304321
	Iteration 33Q: 3 clusters Score -267562.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -267577.312500 Penalty: 811.304321
	Iteration 34Q: 3 clusters Score -267577.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -267592.750000 Penalty: 811.304321
	Iteration 35Q: 3 clusters Score -267592.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -267607.812500 Penalty: 811.304321
	Iteration 36Q: 3 clusters Score -267607.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -267619.687500 Penalty: 811.304321
	Iteration 37Q: 3 clusters Score -267619.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -267628.843750 Penalty: 811.304321
	Iteration 38Q: 3 clusters Score -267628.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -267638.375000 Penalty: 811.304321
	Iteration 39Q: 3 clusters Score -267638.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -267646.000000 Penalty: 811.304321
	Iteration 40F: 3 clusters Score -267646 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -267655.218750 Penalty: 811.304321
	Iteration 41Q: 3 clusters Score -267655.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -267666.250000 Penalty: 811.304321
	Iteration 42Q: 3 clusters Score -267666.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -267674.468750 Penalty: 811.304321
	Iteration 43Q: 3 clusters Score -267674.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -267682.000000 Penalty: 811.304321
	Iteration 44Q: 3 clusters Score -267682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -267689.187500 Penalty: 811.304321
	Iteration 45Q: 3 clusters Score -267689.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -267696.250000 Penalty: 811.304321
	Iteration 46Q: 3 clusters Score -267696.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -267703.593750 Penalty: 811.304321
	Iteration 47Q: 3 clusters Score -267703.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -267710.718750 Penalty: 811.304321
	Iteration 48Q: 3 clusters Score -267710.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -267717.250000 Penalty: 811.304321
	Iteration 49Q: 3 clusters Score -267717.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -267721.625000 Penalty: 811.304321
	Iteration 50Q: 3 clusters Score -267721.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -267725.343750 Penalty: 811.304321
	Iteration 51Q: 3 clusters Score -267725.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -267728.750000 Penalty: 811.304321
	Iteration 52Q: 3 clusters Score -267728.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -267732.781250 Penalty: 811.304321
	Iteration 53Q: 3 clusters Score -267732.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -267737.000000 Penalty: 811.304321
	Iteration 54Q: 3 clusters Score -267737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -267741.531250 Penalty: 811.304321
	Iteration 55Q: 3 clusters Score -267741.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -267745.781250 Penalty: 811.304321
	Iteration 56Q: 3 clusters Score -267745.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -267749.781250 Penalty: 811.304321
	Iteration 57Q: 3 clusters Score -267749.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -267755.500000 Penalty: 811.304321
	Iteration 58Q: 3 clusters Score -267755.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -267760.281250 Penalty: 811.304321
	Iteration 59Q: 3 clusters Score -267760.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -267764.218750 Penalty: 811.304321
	Iteration 60F: 3 clusters Score -267764.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -267768.687500 Penalty: 811.304321
	Iteration 61Q: 3 clusters Score -267768.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -267772.468750 Penalty: 811.304321
	Iteration 62Q: 3 clusters Score -267772.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -267774.656250 Penalty: 811.304321
	Iteration 63Q: 3 clusters Score -267774.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -267778.468750 Penalty: 811.304321
	Iteration 64Q: 3 clusters Score -267778.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -267780.437500 Penalty: 811.304321
	Iteration 65Q: 3 clusters Score -267780.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -267783.406250 Penalty: 811.304321
	Iteration 66Q: 3 clusters Score -267783.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -267786.375000 Penalty: 811.304321
	Iteration 67Q: 3 clusters Score -267786.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -267788.656250 Penalty: 811.304321
	Iteration 68Q: 3 clusters Score -267788.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -267793.125000 Penalty: 811.304321
	Iteration 69Q: 3 clusters Score -267793.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -267795.406250 Penalty: 811.304321
	Iteration 70Q: 3 clusters Score -267795.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -267797.843750 Penalty: 811.304321
	Iteration 71Q: 3 clusters Score -267797.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -267800.843750 Penalty: 811.304321
	Iteration 72Q: 3 clusters Score -267800.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -267803.500000 Penalty: 811.304321
	Iteration 73Q: 3 clusters Score -267803.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -267804.656250 Penalty: 811.304321
	Iteration 74Q: 3 clusters Score -267804.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -267806.468750 Penalty: 811.304321
	Iteration 75Q: 3 clusters Score -267806.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -267806.750000 Penalty: 811.304321
	Iteration 76Q: 3 clusters Score -267806.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -267806.875000 Penalty: 811.304321
	Iteration 77Q: 3 clusters Score -267806.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -267807.812500 Penalty: 811.304321
	Iteration 78Q: 3 clusters Score -267807.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -267807.687500 Penalty: 811.304321
	Iteration 79Q: 3 clusters Score -267807.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -267808.937500 Penalty: 811.304321
	Iteration 80F: 3 clusters Score -267808.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -267809.531250 Penalty: 811.304321
	Iteration 81Q: 3 clusters Score -267809.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -267810.312500 Penalty: 811.304321
	Iteration 82Q: 3 clusters Score -267810.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -267810.937500 Penalty: 811.304321
	Iteration 83Q: 3 clusters Score -267810.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -267812.468750 Penalty: 811.304321
	Iteration 84Q: 3 clusters Score -267812.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -267813.562500 Penalty: 811.304321
	Iteration 85Q: 3 clusters Score -267813.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -267814.343750 Penalty: 811.304321
	Iteration 86Q: 3 clusters Score -267814.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -267815.843750 Penalty: 811.304321
	Iteration 87Q: 3 clusters Score -267815.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -267815.281250 Penalty: 811.304321
	Iteration 88Q: 3 clusters Score -267815.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -267815.531250 Penalty: 811.304321
	Iteration 89Q: 3 clusters Score -267815.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -267815.968750 Penalty: 811.304321
	Iteration 90Q: 3 clusters Score -267816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -267817.031250 Penalty: 811.304321
	Iteration 91Q: 3 clusters Score -267817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -267819.156250 Penalty: 811.304321
	Iteration 92Q: 3 clusters Score -267819.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -267820.312500 Penalty: 811.304321
	Iteration 93Q: 3 clusters Score -267820.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -267822.250000 Penalty: 811.304321
	Iteration 94Q: 3 clusters Score -267822.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -267824.687500 Penalty: 811.304321
	Iteration 95Q: 3 clusters Score -267824.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -267826.312500 Penalty: 811.304321
	Iteration 96Q: 3 clusters Score -267826.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -267827.406250 Penalty: 811.304321
	Iteration 97Q: 3 clusters Score -267827.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -267830.062500 Penalty: 811.304321
	Iteration 98Q: 3 clusters Score -267830.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -267832.187500 Penalty: 811.304321
	Iteration 99Q: 3 clusters Score -267832.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -267834.437500 Penalty: 811.304321
	Iteration 100F: 3 clusters Score -267834.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -267835.875000 Penalty: 811.304321
	Iteration 101Q: 3 clusters Score -267835.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -267838.593750 Penalty: 811.304321
	Iteration 102Q: 3 clusters Score -267838.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -267840.187500 Penalty: 811.304321
	Iteration 103Q: 3 clusters Score -267840.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -267842.000000 Penalty: 811.304321
	Iteration 104Q: 3 clusters Score -267842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -267843.000000 Penalty: 811.304321
	Iteration 105Q: 3 clusters Score -267843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -267844.500000 Penalty: 811.304321
	Iteration 106Q: 3 clusters Score -267844.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -267846.906250 Penalty: 811.304321
	Iteration 107Q: 3 clusters Score -267846.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -267848.906250 Penalty: 811.304321
	Iteration 108Q: 3 clusters Score -267848.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -267852.062500 Penalty: 811.304321
	Iteration 109Q: 3 clusters Score -267852.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -267854.093750 Penalty: 811.304321
	Iteration 110Q: 3 clusters Score -267854.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -267855.531250 Penalty: 811.304321
	Iteration 111Q: 3 clusters Score -267855.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -267859.437500 Penalty: 811.304321
	Iteration 112Q: 3 clusters Score -267859.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -267868.406250 Penalty: 811.304321
	Iteration 113Q: 3 clusters Score -267868.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -267877.218750 Penalty: 811.304321
	Iteration 114Q: 3 clusters Score -267877.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -267890.406250 Penalty: 811.304321
	Iteration 115Q: 3 clusters Score -267890.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -267909.093750 Penalty: 811.304321
	Iteration 116Q: 3 clusters Score -267909.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -267927.250000 Penalty: 811.304321
	Iteration 117Q: 3 clusters Score -267927.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -267943.968750 Penalty: 811.304321
	Iteration 118Q: 3 clusters Score -267944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -267956.000000 Penalty: 811.304321
	Iteration 119Q: 3 clusters Score -267956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -267962.343750 Penalty: 811.304321
	Iteration 120F: 3 clusters Score -267962.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -267967.718750 Penalty: 811.304321
	Iteration 121Q: 3 clusters Score -267967.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -267971.812500 Penalty: 811.304321
	Iteration 122Q: 3 clusters Score -267971.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -267975.468750 Penalty: 811.304321
	Iteration 123Q: 3 clusters Score -267975.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -267979.312500 Penalty: 811.304321
	Iteration 124Q: 3 clusters Score -267979.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -267986.218750 Penalty: 811.304321
	Iteration 125Q: 3 clusters Score -267986.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -267990.968750 Penalty: 811.304321
	Iteration 126Q: 3 clusters Score -267991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -267994.093750 Penalty: 811.304321
	Iteration 127Q: 3 clusters Score -267994.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -267996.812500 Penalty: 811.304321
	Iteration 128Q: 3 clusters Score -267996.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -267998.593750 Penalty: 811.304321
	Iteration 129Q: 3 clusters Score -267998.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -267999.562500 Penalty: 811.304321
	Iteration 130Q: 3 clusters Score -267999.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -267999.781250 Penalty: 811.304321
	Iteration 131Q: 3 clusters Score -267999.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -267999.781250 Penalty: 811.304321
	Iteration 132Q: 3 clusters Score -267999.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -268000.781250 Penalty: 811.304321
	Iteration 133Q: 3 clusters Score -268000.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -268001.218750 Penalty: 811.304321
	Iteration 134Q: 3 clusters Score -268001.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -268001.718750 Penalty: 811.304321
	Iteration 135Q: 3 clusters Score -268001.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -268002.250000 Penalty: 811.304321
	Iteration 136Q: 3 clusters Score -268002.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -268003.281250 Penalty: 811.304321
	Iteration 137Q: 3 clusters Score -268003.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -268003.875000 Penalty: 811.304321
	Iteration 138Q: 3 clusters Score -268003.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -268004.781250 Penalty: 811.304321
	Iteration 139Q: 3 clusters Score -268004.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -268005.531250 Penalty: 811.304321
	Iteration 140F: 3 clusters Score -268005.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -268005.406250 Penalty: 811.304321
	Iteration 141Q: 3 clusters Score -268005.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -268006.593750 Penalty: 811.304321
	Iteration 142Q: 3 clusters Score -268006.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -268007.468750 Penalty: 811.304321
	Iteration 143Q: 3 clusters Score -268007.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -268007.593750 Penalty: 811.304321
	Iteration 144Q: 3 clusters Score -268007.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -268008.468750 Penalty: 811.304321
	Iteration 145Q: 3 clusters Score -268008.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -268008.750000 Penalty: 811.304321
	Iteration 146Q: 3 clusters Score -268008.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -268009.312500 Penalty: 811.304321
	Iteration 147Q: 3 clusters Score -268009.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -268009.250000 Penalty: 811.304321
	Iteration 148Q: 3 clusters Score -268009.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -268008.625000 Penalty: 811.304321
	Iteration 149Q: 3 clusters Score -268008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -268009.218750 Penalty: 811.304321
	Iteration 150Q: 3 clusters Score -268009.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -268008.718750 Penalty: 811.304321
	Iteration 151Q: 3 clusters Score -268008.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -268009.031250 Penalty: 811.304321
	Iteration 152Q: 3 clusters Score -268009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -268009.031250 Penalty: 811.304321
	Iteration 153F: 3 clusters Score -268009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Entering Unmasked Estep 
Score: -55529.527344 Penalty: 337.280762
	Iteration 0F: 2 clusters Score -55529.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -54309.296875 Penalty: 674.561523
	Iteration 0F: 3 clusters Score -54309.3 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -54733.750000 Penalty: 674.561523
	Iteration 1F: 3 clusters Score -54733.75 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -54853.605469 Penalty: 674.561523
	Iteration 2F: 3 clusters Score -54853.61 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -54997.722656 Penalty: 674.561523
	Iteration 3F: 3 clusters Score -54997.72 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -55088.320312 Penalty: 674.561523
	Iteration 4F: 3 clusters Score -55088.32 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -55168.816406 Penalty: 674.561523
	Iteration 5Q: 3 clusters Score -55168.82 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -55261.187500 Penalty: 674.561523
	Iteration 6F: 3 clusters Score -55261.19 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -55326.535156 Penalty: 674.561523
	Iteration 7Q: 3 clusters Score -55326.54 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -55363.960938 Penalty: 674.561523
	Iteration 8Q: 3 clusters Score -55363.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -55385.605469 Penalty: 674.561523
	Iteration 9Q: 3 clusters Score -55385.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -55396.210938 Penalty: 674.561523
	Iteration 10Q: 3 clusters Score -55396.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -55401.042969 Penalty: 674.561523
	Iteration 11Q: 3 clusters Score -55401.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -55404.195312 Penalty: 674.561523
	Iteration 12Q: 3 clusters Score -55404.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -55409.300781 Penalty: 674.561523
	Iteration 13Q: 3 clusters Score -55409.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -55412.292969 Penalty: 674.561523
	Iteration 14Q: 3 clusters Score -55412.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -55414.457031 Penalty: 674.561523
	Iteration 15Q: 3 clusters Score -55414.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -55415.992188 Penalty: 674.561523
	Iteration 16Q: 3 clusters Score -55415.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -55417.406250 Penalty: 674.561523
	Iteration 17Q: 3 clusters Score -55417.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -55418.917969 Penalty: 674.561523
	Iteration 18Q: 3 clusters Score -55418.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -55419.730469 Penalty: 674.561523
	Iteration 19Q: 3 clusters Score -55419.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -55420.015625 Penalty: 674.561523
	Iteration 20F: 3 clusters Score -55420.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -55420.136719 Penalty: 674.561523
	Iteration 21Q: 3 clusters Score -55420.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -55420.136719 Penalty: 674.561523
	Iteration 22F: 3 clusters Score -55420.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Entering Unmasked Estep 
Score: -153811.390625 Penalty: 379.436432
	Iteration 0F: 2 clusters Score -153811.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -150966.234375 Penalty: 758.872864
	Iteration 0F: 3 clusters Score -150966.2 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -152099.187500 Penalty: 758.872864
	Iteration 1F: 3 clusters Score -152099.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -152340.031250 Penalty: 758.872864
	Iteration 2F: 3 clusters Score -152340 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -152557.781250 Penalty: 758.872864
	Iteration 3F: 3 clusters Score -152557.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -152756.328125 Penalty: 758.872864
	Iteration 4F: 3 clusters Score -152756.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -152917.375000 Penalty: 758.872864
	Iteration 5F: 3 clusters Score -152917.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -153058.515625 Penalty: 758.872864
	Iteration 6Q: 3 clusters Score -153058.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -153178.625000 Penalty: 758.872864
	Iteration 7Q: 3 clusters Score -153178.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -153276.906250 Penalty: 758.872864
	Iteration 8Q: 3 clusters Score -153276.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -153350.437500 Penalty: 758.872864
	Iteration 9Q: 3 clusters Score -153350.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -153401.171875 Penalty: 758.872864
	Iteration 10Q: 3 clusters Score -153401.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -153434.296875 Penalty: 758.872864
	Iteration 11Q: 3 clusters Score -153434.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -153452.187500 Penalty: 758.872864
	Iteration 12Q: 3 clusters Score -153452.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -153458.968750 Penalty: 758.872864
	Iteration 13Q: 3 clusters Score -153459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -153461.484375 Penalty: 758.872864
	Iteration 14Q: 3 clusters Score -153461.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -153463.390625 Penalty: 758.872864
	Iteration 15Q: 3 clusters Score -153463.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -153464.671875 Penalty: 758.872864
	Iteration 16Q: 3 clusters Score -153464.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -153466.531250 Penalty: 758.872864
	Iteration 17Q: 3 clusters Score -153466.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -153466.531250 Penalty: 758.872864
	Iteration 18F: 3 clusters Score -153466.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Entering Unmasked Estep 
Score: -807580.625000 Penalty: 454.032410
	Iteration 0F: 2 clusters Score -807580.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -793176.437500 Penalty: 908.064819
	Iteration 0F: 3 clusters Score -793176.4 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -799542.437500 Penalty: 908.064819
	Iteration 1F: 3 clusters Score -799542.4 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -800385.187500 Penalty: 908.064819
	Iteration 2F: 3 clusters Score -800385.2 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -801585.500000 Penalty: 908.064819
	Iteration 3F: 3 clusters Score -801585.5 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -802968.187500 Penalty: 908.064819
	Iteration 4F: 3 clusters Score -802968.2 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -804201.875000 Penalty: 908.064819
	Iteration 5F: 3 clusters Score -804201.9 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -805113.062500 Penalty: 908.064819
	Iteration 6Q: 3 clusters Score -805113.1 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -805657.250000 Penalty: 908.064819
	Iteration 7Q: 3 clusters Score -805657.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -805944.187500 Penalty: 908.064819
	Iteration 8Q: 3 clusters Score -805944.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -806120.750000 Penalty: 908.064819
	Iteration 9Q: 3 clusters Score -806120.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -806256.062500 Penalty: 908.064819
	Iteration 10Q: 3 clusters Score -806256.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -806345.875000 Penalty: 908.064819
	Iteration 11Q: 3 clusters Score -806345.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -806444.875000 Penalty: 908.064819
	Iteration 12Q: 3 clusters Score -806444.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -806541.187500 Penalty: 908.064819
	Iteration 13Q: 3 clusters Score -806541.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -806605.812500 Penalty: 908.064819
	Iteration 14Q: 3 clusters Score -806605.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -806673.250000 Penalty: 908.064819
	Iteration 15Q: 3 clusters Score -806673.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -806733.625000 Penalty: 908.064819
	Iteration 16Q: 3 clusters Score -806733.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -806787.812500 Penalty: 908.064819
	Iteration 17Q: 3 clusters Score -806787.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -806864.375000 Penalty: 908.064819
	Iteration 18Q: 3 clusters Score -806864.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -806931.187500 Penalty: 908.064819
	Iteration 19Q: 3 clusters Score -806931.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -806981.812500 Penalty: 908.064819
	Iteration 20F: 3 clusters Score -806981.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -807029.000000 Penalty: 908.064819
	Iteration 21Q: 3 clusters Score -807029 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -807083.875000 Penalty: 908.064819
	Iteration 22Q: 3 clusters Score -807083.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -807128.812500 Penalty: 908.064819
	Iteration 23Q: 3 clusters Score -807128.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -807158.062500 Penalty: 908.064819
	Iteration 24Q: 3 clusters Score -807158.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -807177.750000 Penalty: 908.064819
	Iteration 25Q: 3 clusters Score -807177.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -807194.312500 Penalty: 908.064819
	Iteration 26Q: 3 clusters Score -807194.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -807204.625000 Penalty: 908.064819
	Iteration 27Q: 3 clusters Score -807204.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -807210.062500 Penalty: 908.064819
	Iteration 28Q: 3 clusters Score -807210.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -807216.062500 Penalty: 908.064819
	Iteration 29Q: 3 clusters Score -807216.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -807219.125000 Penalty: 908.064819
	Iteration 30Q: 3 clusters Score -807219.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -807222.125000 Penalty: 908.064819
	Iteration 31Q: 3 clusters Score -807222.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -807222.812500 Penalty: 908.064819
	Iteration 32Q: 3 clusters Score -807222.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -807224.500000 Penalty: 908.064819
	Iteration 33Q: 3 clusters Score -807224.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -807225.000000 Penalty: 908.064819
	Iteration 34Q: 3 clusters Score -807225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -807227.625000 Penalty: 908.064819
	Iteration 35Q: 3 clusters Score -807227.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -807229.187500 Penalty: 908.064819
	Iteration 36Q: 3 clusters Score -807229.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -807229.937500 Penalty: 908.064819
	Iteration 37Q: 3 clusters Score -807229.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -807231.125000 Penalty: 908.064819
	Iteration 38Q: 3 clusters Score -807231.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -807232.562500 Penalty: 908.064819
	Iteration 39Q: 3 clusters Score -807232.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -807233.187500 Penalty: 908.064819
	Iteration 40F: 3 clusters Score -807233.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -807233.375000 Penalty: 908.064819
	Iteration 41Q: 3 clusters Score -807233.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -807232.500000 Penalty: 908.064819
	Iteration 42Q: 3 clusters Score -807232.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -807232.500000 Penalty: 908.064819
	Iteration 43F: 3 clusters Score -807232.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (10031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Entering Unmasked Estep 
Score: -368385.187500 Penalty: 419.211304
	Iteration 0F: 2 clusters Score -368385.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -361747.656250 Penalty: 838.422607
	Iteration 0F: 3 clusters Score -361747.7 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -364572.406250 Penalty: 838.422607
	Iteration 1F: 3 clusters Score -364572.4 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -364953.187500 Penalty: 838.422607
	Iteration 2F: 3 clusters Score -364953.2 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -365421.906250 Penalty: 838.422607
	Iteration 3F: 3 clusters Score -365421.9 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -366044.093750 Penalty: 838.422607
	Iteration 4F: 3 clusters Score -366044.1 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -366650.281250 Penalty: 838.422607
	Iteration 5F: 3 clusters Score -366650.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -367161.562500 Penalty: 838.422607
	Iteration 6F: 3 clusters Score -367161.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -367494.500000 Penalty: 838.422607
	Iteration 7Q: 3 clusters Score -367494.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -367733.125000 Penalty: 838.422607
	Iteration 8Q: 3 clusters Score -367733.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -367858.031250 Penalty: 838.422607
	Iteration 9Q: 3 clusters Score -367858 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -367913.062500 Penalty: 838.422607
	Iteration 10Q: 3 clusters Score -367913.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -367945.468750 Penalty: 838.422607
	Iteration 11Q: 3 clusters Score -367945.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -367961.468750 Penalty: 838.422607
	Iteration 12Q: 3 clusters Score -367961.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -367979.906250 Penalty: 838.422607
	Iteration 13Q: 3 clusters Score -367979.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -367995.437500 Penalty: 838.422607
	Iteration 14Q: 3 clusters Score -367995.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -368007.093750 Penalty: 838.422607
	Iteration 15Q: 3 clusters Score -368007.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -368014.187500 Penalty: 838.422607
	Iteration 16Q: 3 clusters Score -368014.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -368017.593750 Penalty: 838.422607
	Iteration 17Q: 3 clusters Score -368017.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -368020.718750 Penalty: 838.422607
	Iteration 18Q: 3 clusters Score -368020.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -368022.375000 Penalty: 838.422607
	Iteration 19Q: 3 clusters Score -368022.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -368023.312500 Penalty: 838.422607
	Iteration 20F: 3 clusters Score -368023.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -368023.656250 Penalty: 838.422607
	Iteration 21Q: 3 clusters Score -368023.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -368023.468750 Penalty: 838.422607
	Iteration 22Q: 3 clusters Score -368023.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -368023.656250 Penalty: 838.422607
	Iteration 23Q: 3 clusters Score -368023.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -368023.656250 Penalty: 838.422607
	Iteration 24F: 3 clusters Score -368023.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Entering Unmasked Estep 
Score: -352286.843750 Penalty: 419.065948
	Iteration 0F: 2 clusters Score -352286.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -345670.843750 Penalty: 838.131897
	Iteration 0F: 3 clusters Score -345670.8 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -348791.312500 Penalty: 838.131897
	Iteration 1F: 3 clusters Score -348791.3 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -349131.375000 Penalty: 838.131897
	Iteration 2F: 3 clusters Score -349131.4 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -349474.593750 Penalty: 838.131897
	Iteration 3F: 3 clusters Score -349474.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -349753.500000 Penalty: 838.131897
	Iteration 4F: 3 clusters Score -349753.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -349963.375000 Penalty: 838.131897
	Iteration 5Q: 3 clusters Score -349963.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -350181.906250 Penalty: 838.131897
	Iteration 6Q: 3 clusters Score -350181.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -350402.875000 Penalty: 838.131897
	Iteration 7Q: 3 clusters Score -350402.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -350698.437500 Penalty: 838.131897
	Iteration 8Q: 3 clusters Score -350698.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -351018.531250 Penalty: 838.131897
	Iteration 9Q: 3 clusters Score -351018.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -351268.156250 Penalty: 838.131897
	Iteration 10Q: 3 clusters Score -351268.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -351437.406250 Penalty: 838.131897
	Iteration 11Q: 3 clusters Score -351437.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -351549.843750 Penalty: 838.131897
	Iteration 12Q: 3 clusters Score -351549.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -351632.593750 Penalty: 838.131897
	Iteration 13Q: 3 clusters Score -351632.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -351692.687500 Penalty: 838.131897
	Iteration 14Q: 3 clusters Score -351692.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -351734.687500 Penalty: 838.131897
	Iteration 15Q: 3 clusters Score -351734.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -351772.281250 Penalty: 838.131897
	Iteration 16Q: 3 clusters Score -351772.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -351795.906250 Penalty: 838.131897
	Iteration 17Q: 3 clusters Score -351795.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -351816.812500 Penalty: 838.131897
	Iteration 18Q: 3 clusters Score -351816.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -351833.406250 Penalty: 838.131897
	Iteration 19Q: 3 clusters Score -351833.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -351847.843750 Penalty: 838.131897
	Iteration 20F: 3 clusters Score -351847.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -351858.875000 Penalty: 838.131897
	Iteration 21Q: 3 clusters Score -351858.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -351866.000000 Penalty: 838.131897
	Iteration 22Q: 3 clusters Score -351866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -351875.156250 Penalty: 838.131897
	Iteration 23Q: 3 clusters Score -351875.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -351883.250000 Penalty: 838.131897
	Iteration 24Q: 3 clusters Score -351883.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -351891.093750 Penalty: 838.131897
	Iteration 25Q: 3 clusters Score -351891.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -351899.531250 Penalty: 838.131897
	Iteration 26Q: 3 clusters Score -351899.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -351907.843750 Penalty: 838.131897
	Iteration 27Q: 3 clusters Score -351907.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -351916.750000 Penalty: 838.131897
	Iteration 28Q: 3 clusters Score -351916.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -351921.968750 Penalty: 838.131897
	Iteration 29Q: 3 clusters Score -351922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -351927.156250 Penalty: 838.131897
	Iteration 30Q: 3 clusters Score -351927.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -351930.968750 Penalty: 838.131897
	Iteration 31Q: 3 clusters Score -351931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -351934.468750 Penalty: 838.131897
	Iteration 32Q: 3 clusters Score -351934.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -351935.218750 Penalty: 838.131897
	Iteration 33Q: 3 clusters Score -351935.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -351937.812500 Penalty: 838.131897
	Iteration 34Q: 3 clusters Score -351937.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -351940.343750 Penalty: 838.131897
	Iteration 35Q: 3 clusters Score -351940.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -351941.906250 Penalty: 838.131897
	Iteration 36Q: 3 clusters Score -351941.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -351942.875000 Penalty: 838.131897
	Iteration 37Q: 3 clusters Score -351942.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -351944.187500 Penalty: 838.131897
	Iteration 38Q: 3 clusters Score -351944.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -351946.406250 Penalty: 838.131897
	Iteration 39Q: 3 clusters Score -351946.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -351947.687500 Penalty: 838.131897
	Iteration 40F: 3 clusters Score -351947.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -351948.875000 Penalty: 838.131897
	Iteration 41Q: 3 clusters Score -351948.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -351950.000000 Penalty: 838.131897
	Iteration 42Q: 3 clusters Score -351950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -351950.750000 Penalty: 838.131897
	Iteration 43Q: 3 clusters Score -351950.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -351951.906250 Penalty: 838.131897
	Iteration 44Q: 3 clusters Score -351951.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -351952.656250 Penalty: 838.131897
	Iteration 45Q: 3 clusters Score -351952.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -351954.531250 Penalty: 838.131897
	Iteration 46Q: 3 clusters Score -351954.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -351956.718750 Penalty: 838.131897
	Iteration 47Q: 3 clusters Score -351956.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -351957.906250 Penalty: 838.131897
	Iteration 48Q: 3 clusters Score -351957.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -351960.031250 Penalty: 838.131897
	Iteration 49Q: 3 clusters Score -351960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -351964.187500 Penalty: 838.131897
	Iteration 50Q: 3 clusters Score -351964.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -351968.937500 Penalty: 838.131897
	Iteration 51Q: 3 clusters Score -351968.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -351971.625000 Penalty: 838.131897
	Iteration 52Q: 3 clusters Score -351971.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -351974.218750 Penalty: 838.131897
	Iteration 53Q: 3 clusters Score -351974.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -351976.281250 Penalty: 838.131897
	Iteration 54Q: 3 clusters Score -351976.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -351978.812500 Penalty: 838.131897
	Iteration 55Q: 3 clusters Score -351978.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -351982.125000 Penalty: 838.131897
	Iteration 56Q: 3 clusters Score -351982.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -351983.906250 Penalty: 838.131897
	Iteration 57Q: 3 clusters Score -351983.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -351984.968750 Penalty: 838.131897
	Iteration 58Q: 3 clusters Score -351985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -351985.406250 Penalty: 838.131897
	Iteration 59Q: 3 clusters Score -351985.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -351985.718750 Penalty: 838.131897
	Iteration 60F: 3 clusters Score -351985.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -351986.062500 Penalty: 838.131897
	Iteration 61Q: 3 clusters Score -351986.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -351986.000000 Penalty: 838.131897
	Iteration 62Q: 3 clusters Score -351986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -351986.593750 Penalty: 838.131897
	Iteration 63Q: 3 clusters Score -351986.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -351986.625000 Penalty: 838.131897
	Iteration 64Q: 3 clusters Score -351986.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -351986.781250 Penalty: 838.131897
	Iteration 65Q: 3 clusters Score -351986.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -351986.781250 Penalty: 838.131897
	Iteration 66F: 3 clusters Score -351986.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Entering Unmasked Estep 
Score: -259773.765625 Penalty: 403.442291
	Iteration 0F: 2 clusters Score -259773.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -255050.765625 Penalty: 806.884583
	Iteration 0F: 3 clusters Score -255050.8 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -257154.515625 Penalty: 806.884583
	Iteration 1F: 3 clusters Score -257154.5 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -257761.218750 Penalty: 806.884583
	Iteration 2F: 3 clusters Score -257761.2 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -258371.765625 Penalty: 806.884583
	Iteration 3F: 3 clusters Score -258371.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -258911.250000 Penalty: 806.884583
	Iteration 4F: 3 clusters Score -258911.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -259296.250000 Penalty: 806.884583
	Iteration 5F: 3 clusters Score -259296.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -259579.156250 Penalty: 806.884583
	Iteration 6Q: 3 clusters Score -259579.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -259702.875000 Penalty: 806.884583
	Iteration 7Q: 3 clusters Score -259702.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -259741.953125 Penalty: 806.884583
	Iteration 8Q: 3 clusters Score -259742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -259753.343750 Penalty: 806.884583
	Iteration 9Q: 3 clusters Score -259753.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -259761.828125 Penalty: 806.884583
	Iteration 10Q: 3 clusters Score -259761.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -259771.687500 Penalty: 806.884583
	Iteration 11Q: 3 clusters Score -259771.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -259777.984375 Penalty: 806.884583
	Iteration 12Q: 3 clusters Score -259778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -259781.578125 Penalty: 806.884583
	Iteration 13Q: 3 clusters Score -259781.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -259784.484375 Penalty: 806.884583
	Iteration 14Q: 3 clusters Score -259784.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -259785.234375 Penalty: 806.884583
	Iteration 15Q: 3 clusters Score -259785.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -259786.218750 Penalty: 806.884583
	Iteration 16Q: 3 clusters Score -259786.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -259786.578125 Penalty: 806.884583
	Iteration 17Q: 3 clusters Score -259786.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -259786.984375 Penalty: 806.884583
	Iteration 18Q: 3 clusters Score -259787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -259787.281250 Penalty: 806.884583
	Iteration 19Q: 3 clusters Score -259787.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -259787.546875 Penalty: 806.884583
	Iteration 20F: 3 clusters Score -259787.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -259787.718750 Penalty: 806.884583
	Iteration 21Q: 3 clusters Score -259787.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -259787.671875 Penalty: 806.884583
	Iteration 22Q: 3 clusters Score -259787.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -259788.000000 Penalty: 806.884583
	Iteration 23Q: 3 clusters Score -259788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -259787.968750 Penalty: 806.884583
	Iteration 24Q: 3 clusters Score -259788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -259787.968750 Penalty: 806.884583
	Iteration 25F: 3 clusters Score -259788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 549577 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 479015 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 4772 members 
Mstep: Class 8 contains 6108 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7298 members 
Mstep: Class 11 contains 12675 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7590 members 
Mstep: Class 14 contains 11537 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 105941 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10800 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17332 members 
Mstep: Class 22 contains 14792 members 
Mstep: Class 23 contains 3262 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7730 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15774 members 
Mstep: Class 29 contains 5382 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1193 members 
Mstep: Class 32 contains 12721 members 
Mstep: Class 33 contains 7446 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4185 members 
Mstep: Class 36 contains 21563 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9999 members 
Mstep: Class 39 contains 6335 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 17631 members 
Mstep: Class 42 contains 758 members 
Entering Unmasked Estep 
Score: -50375968.000000 Penalty: 27027.978516
Splitting cluster 39 changes total score from -50376272.000000 to -50375968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -18185.318359 Penalty: 295.396912
	Iteration 0F: 2 clusters Score -18185.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -17607.410156 Penalty: 590.793823
	Iteration 0F: 3 clusters Score -17607.41 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -17815.500000 Penalty: 590.793823
	Iteration 1F: 3 clusters Score -17815.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -17928.349609 Penalty: 590.793823
	Iteration 2F: 3 clusters Score -17928.35 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -18001.886719 Penalty: 590.793823
	Iteration 3F: 3 clusters Score -18001.89 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -18040.435547 Penalty: 590.793823
	Iteration 4F: 3 clusters Score -18040.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -18067.982422 Penalty: 590.793823
	Iteration 5Q: 3 clusters Score -18067.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -18096.570312 Penalty: 590.793823
	Iteration 6Q: 3 clusters Score -18096.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -18125.875000 Penalty: 590.793823
	Iteration 7Q: 3 clusters Score -18125.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -18153.996094 Penalty: 590.793823
	Iteration 8Q: 3 clusters Score -18154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -18171.412109 Penalty: 590.793823
	Iteration 9Q: 3 clusters Score -18171.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -18179.001953 Penalty: 590.793823
	Iteration 10Q: 3 clusters Score -18179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -18182.613281 Penalty: 590.793823
	Iteration 11Q: 3 clusters Score -18182.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -18186.212891 Penalty: 590.793823
	Iteration 12Q: 3 clusters Score -18186.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -18187.021484 Penalty: 590.793823
	Iteration 13Q: 3 clusters Score -18187.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -18190.019531 Penalty: 590.793823
	Iteration 14Q: 3 clusters Score -18190.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -18193.167969 Penalty: 590.793823
	Iteration 15Q: 3 clusters Score -18193.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -18195.103516 Penalty: 590.793823
	Iteration 16Q: 3 clusters Score -18195.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -18196.562500 Penalty: 590.793823
	Iteration 17Q: 3 clusters Score -18196.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -18198.812500 Penalty: 590.793823
	Iteration 18Q: 3 clusters Score -18198.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -18200.212891 Penalty: 590.793823
	Iteration 19Q: 3 clusters Score -18200.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -18200.412109 Penalty: 590.793823
	Iteration 20F: 3 clusters Score -18200.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -18200.601562 Penalty: 590.793823
	Iteration 21Q: 3 clusters Score -18200.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -18200.601562 Penalty: 590.793823
	Iteration 22F: 3 clusters Score -18200.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 549577 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 479015 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 4772 members 
Mstep: Class 8 contains 6108 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7298 members 
Mstep: Class 11 contains 12675 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7590 members 
Mstep: Class 14 contains 11537 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 105941 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10800 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17332 members 
Mstep: Class 22 contains 14792 members 
Mstep: Class 23 contains 3262 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7730 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15774 members 
Mstep: Class 29 contains 5382 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1193 members 
Mstep: Class 32 contains 12721 members 
Mstep: Class 33 contains 7446 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4185 members 
Mstep: Class 36 contains 21563 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9999 members 
Mstep: Class 39 contains 7093 members 
Mstep: Class 40 contains 252 members 
Mstep: Class 41 contains 17631 members 
Mstep: Class 42 contains 408 members 
Entering Unmasked Estep 
Score: -50375932.000000 Penalty: 27027.978516
Splitting cluster 40 changes total score from -50376272.000000 to -50375932.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (17631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Entering Unmasked Estep 
Score: -650089.312500 Penalty: 444.872345
	Iteration 0F: 2 clusters Score -650089.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -638342.000000 Penalty: 889.744690
	Iteration 0F: 3 clusters Score -638342 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -643506.437500 Penalty: 889.744690
	Iteration 1F: 3 clusters Score -643506.4 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -644064.000000 Penalty: 889.744690
	Iteration 2F: 3 clusters Score -644064 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -644833.625000 Penalty: 889.744690
	Iteration 3F: 3 clusters Score -644833.6 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -645785.000000 Penalty: 889.744690
	Iteration 4F: 3 clusters Score -645785 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -646793.500000 Penalty: 889.744690
	Iteration 5F: 3 clusters Score -646793.5 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -647444.750000 Penalty: 889.744690
	Iteration 6F: 3 clusters Score -647444.8 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -647878.062500 Penalty: 889.744690
	Iteration 7Q: 3 clusters Score -647878.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -648185.937500 Penalty: 889.744690
	Iteration 8Q: 3 clusters Score -648185.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -648480.312500 Penalty: 889.744690
	Iteration 9Q: 3 clusters Score -648480.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -648762.437500 Penalty: 889.744690
	Iteration 10Q: 3 clusters Score -648762.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -649010.562500 Penalty: 889.744690
	Iteration 11Q: 3 clusters Score -649010.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -649161.375000 Penalty: 889.744690
	Iteration 12Q: 3 clusters Score -649161.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -649263.875000 Penalty: 889.744690
	Iteration 13Q: 3 clusters Score -649263.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -649332.187500 Penalty: 889.744690
	Iteration 14Q: 3 clusters Score -649332.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -649374.375000 Penalty: 889.744690
	Iteration 15Q: 3 clusters Score -649374.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -649407.500000 Penalty: 889.744690
	Iteration 16Q: 3 clusters Score -649407.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -649428.875000 Penalty: 889.744690
	Iteration 17Q: 3 clusters Score -649428.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -649440.500000 Penalty: 889.744690
	Iteration 18Q: 3 clusters Score -649440.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -649457.875000 Penalty: 889.744690
	Iteration 19Q: 3 clusters Score -649457.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -649473.187500 Penalty: 889.744690
	Iteration 20F: 3 clusters Score -649473.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -649489.750000 Penalty: 889.744690
	Iteration 21Q: 3 clusters Score -649489.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -649503.875000 Penalty: 889.744690
	Iteration 22Q: 3 clusters Score -649503.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -649519.250000 Penalty: 889.744690
	Iteration 23Q: 3 clusters Score -649519.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -649526.375000 Penalty: 889.744690
	Iteration 24Q: 3 clusters Score -649526.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -649535.125000 Penalty: 889.744690
	Iteration 25Q: 3 clusters Score -649535.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -649540.812500 Penalty: 889.744690
	Iteration 26Q: 3 clusters Score -649540.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -649545.625000 Penalty: 889.744690
	Iteration 27Q: 3 clusters Score -649545.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -649554.375000 Penalty: 889.744690
	Iteration 28Q: 3 clusters Score -649554.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -649563.000000 Penalty: 889.744690
	Iteration 29Q: 3 clusters Score -649563 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -649570.750000 Penalty: 889.744690
	Iteration 30Q: 3 clusters Score -649570.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -649577.875000 Penalty: 889.744690
	Iteration 31Q: 3 clusters Score -649577.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -649581.812500 Penalty: 889.744690
	Iteration 32Q: 3 clusters Score -649581.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -649593.750000 Penalty: 889.744690
	Iteration 33Q: 3 clusters Score -649593.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -649601.562500 Penalty: 889.744690
	Iteration 34Q: 3 clusters Score -649601.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -649610.937500 Penalty: 889.744690
	Iteration 35Q: 3 clusters Score -649610.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -649617.625000 Penalty: 889.744690
	Iteration 36Q: 3 clusters Score -649617.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -649621.125000 Penalty: 889.744690
	Iteration 37Q: 3 clusters Score -649621.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -649624.562500 Penalty: 889.744690
	Iteration 38Q: 3 clusters Score -649624.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -649629.750000 Penalty: 889.744690
	Iteration 39Q: 3 clusters Score -649629.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -649635.125000 Penalty: 889.744690
	Iteration 40F: 3 clusters Score -649635.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -649645.625000 Penalty: 889.744690
	Iteration 41Q: 3 clusters Score -649645.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -649657.125000 Penalty: 889.744690
	Iteration 42Q: 3 clusters Score -649657.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -649662.562500 Penalty: 889.744690
	Iteration 43Q: 3 clusters Score -649662.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -649667.375000 Penalty: 889.744690
	Iteration 44Q: 3 clusters Score -649667.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -649672.250000 Penalty: 889.744690
	Iteration 45Q: 3 clusters Score -649672.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -649680.875000 Penalty: 889.744690
	Iteration 46Q: 3 clusters Score -649680.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -649685.375000 Penalty: 889.744690
	Iteration 47Q: 3 clusters Score -649685.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -649688.062500 Penalty: 889.744690
	Iteration 48Q: 3 clusters Score -649688.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -649688.875000 Penalty: 889.744690
	Iteration 49Q: 3 clusters Score -649688.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -649690.750000 Penalty: 889.744690
	Iteration 50Q: 3 clusters Score -649690.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -649690.000000 Penalty: 889.744690
	Iteration 51Q: 3 clusters Score -649690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -649691.625000 Penalty: 889.744690
	Iteration 52Q: 3 clusters Score -649691.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -649692.500000 Penalty: 889.744690
	Iteration 53Q: 3 clusters Score -649692.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -649693.250000 Penalty: 889.744690
	Iteration 54Q: 3 clusters Score -649693.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -649696.000000 Penalty: 889.744690
	Iteration 55Q: 3 clusters Score -649696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -649697.250000 Penalty: 889.744690
	Iteration 56Q: 3 clusters Score -649697.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -649698.062500 Penalty: 889.744690
	Iteration 57Q: 3 clusters Score -649698.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -649697.812500 Penalty: 889.744690
	Iteration 58Q: 3 clusters Score -649697.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -649698.562500 Penalty: 889.744690
	Iteration 59Q: 3 clusters Score -649698.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -649700.562500 Penalty: 889.744690
	Iteration 60F: 3 clusters Score -649700.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -649699.187500 Penalty: 889.744690
	Iteration 61Q: 3 clusters Score -649699.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -649700.187500 Penalty: 889.744690
	Iteration 62Q: 3 clusters Score -649700.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -649699.750000 Penalty: 889.744690
	Iteration 63Q: 3 clusters Score -649699.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -649700.750000 Penalty: 889.744690
	Iteration 64Q: 3 clusters Score -649700.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -649700.437500 Penalty: 889.744690
	Iteration 65Q: 3 clusters Score -649700.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -649702.375000 Penalty: 889.744690
	Iteration 66Q: 3 clusters Score -649702.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -649702.875000 Penalty: 889.744690
	Iteration 67Q: 3 clusters Score -649702.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -649703.625000 Penalty: 889.744690
	Iteration 68Q: 3 clusters Score -649703.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -649705.125000 Penalty: 889.744690
	Iteration 69Q: 3 clusters Score -649705.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -649705.125000 Penalty: 889.744690
	Iteration 70Q: 3 clusters Score -649705.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -649707.062500 Penalty: 889.744690
	Iteration 71Q: 3 clusters Score -649707.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -649706.437500 Penalty: 889.744690
	Iteration 72Q: 3 clusters Score -649706.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -649707.125000 Penalty: 889.744690
	Iteration 73Q: 3 clusters Score -649707.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -649706.750000 Penalty: 889.744690
	Iteration 74Q: 3 clusters Score -649706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -649706.187500 Penalty: 889.744690
	Iteration 75Q: 3 clusters Score -649706.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -649706.187500 Penalty: 889.744690
	Iteration 76Q: 3 clusters Score -649706.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -649706.375000 Penalty: 889.744690
	Iteration 77Q: 3 clusters Score -649706.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -649706.500000 Penalty: 889.744690
	Iteration 78Q: 3 clusters Score -649706.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -649705.625000 Penalty: 889.744690
	Iteration 79Q: 3 clusters Score -649705.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -649705.500000 Penalty: 889.744690
	Iteration 80F: 3 clusters Score -649705.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -649705.687500 Penalty: 889.744690
	Iteration 81Q: 3 clusters Score -649705.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -649706.000000 Penalty: 889.744690
	Iteration 82Q: 3 clusters Score -649706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -649706.375000 Penalty: 889.744690
	Iteration 83Q: 3 clusters Score -649706.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -649706.375000 Penalty: 889.744690
	Iteration 84F: 3 clusters Score -649706.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 549577 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 479015 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 4772 members 
Mstep: Class 8 contains 6108 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7298 members 
Mstep: Class 11 contains 12675 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7590 members 
Mstep: Class 14 contains 11537 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 105941 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10800 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17332 members 
Mstep: Class 22 contains 14792 members 
Mstep: Class 23 contains 3262 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7730 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15774 members 
Mstep: Class 29 contains 5382 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1193 members 
Mstep: Class 32 contains 12721 members 
Mstep: Class 33 contains 7446 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4185 members 
Mstep: Class 36 contains 21563 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9999 members 
Mstep: Class 39 contains 7093 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 17631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376248.000000 Penalty: 26384.455078
Iteration 199Q: 42 clusters Score -5.037625e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 549596 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478994 members 
Mstep: Class 6 contains 865 members 
Mstep: Class 7 contains 4765 members 
Mstep: Class 8 contains 6131 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 7302 members 
Mstep: Class 11 contains 12673 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7590 members 
Mstep: Class 14 contains 11537 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 105941 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10804 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17334 members 
Mstep: Class 22 contains 14792 members 
Mstep: Class 23 contains 3258 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7728 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15756 members 
Mstep: Class 29 contains 5385 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 12720 members 
Mstep: Class 33 contains 7445 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4185 members 
Mstep: Class 36 contains 21562 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 10004 members 
Mstep: Class 39 contains 7093 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376356.000000 Penalty: 26384.455078
Iteration 200F: 42 clusters Score -5.037636e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 549617 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478967 members 
Mstep: Class 6 contains 864 members 
Mstep: Class 7 contains 4755 members 
Mstep: Class 8 contains 6146 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7308 members 
Mstep: Class 11 contains 12676 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7593 members 
Mstep: Class 14 contains 11538 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 105945 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10805 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17333 members 
Mstep: Class 22 contains 14796 members 
Mstep: Class 23 contains 3256 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7727 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15738 members 
Mstep: Class 29 contains 5391 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 12720 members 
Mstep: Class 33 contains 7448 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4185 members 
Mstep: Class 36 contains 21558 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 10000 members 
Mstep: Class 39 contains 7094 members 
Mstep: Class 40 contains 659 members 
Mstep: Class 41 contains 17632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376324.000000 Penalty: 26384.455078
Iteration 201Q: 42 clusters Score -5.037632e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 549638 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478956 members 
Mstep: Class 6 contains 865 members 
Mstep: Class 7 contains 4748 members 
Mstep: Class 8 contains 6158 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7313 members 
Mstep: Class 11 contains 12676 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7596 members 
Mstep: Class 14 contains 11537 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 105946 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10806 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17332 members 
Mstep: Class 22 contains 14796 members 
Mstep: Class 23 contains 3254 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7727 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15719 members 
Mstep: Class 29 contains 5396 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 12720 members 
Mstep: Class 33 contains 7448 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4185 members 
Mstep: Class 36 contains 21556 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9995 members 
Mstep: Class 39 contains 7094 members 
Mstep: Class 40 contains 659 members 
Mstep: Class 41 contains 17632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376304.000000 Penalty: 26384.455078
Iteration 202Q: 42 clusters Score -5.03763e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 549662 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478950 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 4741 members 
Mstep: Class 8 contains 6174 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7313 members 
Mstep: Class 11 contains 12667 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7596 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 105950 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10805 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17333 members 
Mstep: Class 22 contains 14795 members 
Mstep: Class 23 contains 3254 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7726 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15700 members 
Mstep: Class 29 contains 5401 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 12718 members 
Mstep: Class 33 contains 7448 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4185 members 
Mstep: Class 36 contains 21554 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9991 members 
Mstep: Class 39 contains 7096 members 
Mstep: Class 40 contains 659 members 
Mstep: Class 41 contains 17633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376316.000000 Penalty: 26384.455078
Iteration 203Q: 42 clusters Score -5.037632e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 549680 members 
Mstep: Class 3 contains 7316 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478944 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 4735 members 
Mstep: Class 8 contains 6192 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 7314 members 
Mstep: Class 11 contains 12654 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7595 members 
Mstep: Class 14 contains 11531 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 2156 members 
Mstep: Class 17 contains 105946 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10804 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17333 members 
Mstep: Class 22 contains 14796 members 
Mstep: Class 23 contains 3255 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7725 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15690 members 
Mstep: Class 29 contains 5404 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 12719 members 
Mstep: Class 33 contains 7448 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4184 members 
Mstep: Class 36 contains 21554 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9987 members 
Mstep: Class 39 contains 7099 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 17633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376304.000000 Penalty: 26384.455078
Iteration 204Q: 42 clusters Score -5.03763e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 549695 members 
Mstep: Class 3 contains 7315 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478936 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4733 members 
Mstep: Class 8 contains 6211 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 7316 members 
Mstep: Class 11 contains 12640 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7595 members 
Mstep: Class 14 contains 11529 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 2157 members 
Mstep: Class 17 contains 105949 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10805 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17331 members 
Mstep: Class 22 contains 14798 members 
Mstep: Class 23 contains 3256 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7722 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15681 members 
Mstep: Class 29 contains 5406 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12718 members 
Mstep: Class 33 contains 7445 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21554 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9983 members 
Mstep: Class 39 contains 7102 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 17633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376312.000000 Penalty: 26384.455078
Iteration 205Q: 42 clusters Score -5.037631e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 549709 members 
Mstep: Class 3 contains 7315 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478930 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4731 members 
Mstep: Class 8 contains 6227 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 12633 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7596 members 
Mstep: Class 14 contains 11528 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105947 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10804 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17333 members 
Mstep: Class 22 contains 14798 members 
Mstep: Class 23 contains 3255 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7721 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15670 members 
Mstep: Class 29 contains 5411 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12717 members 
Mstep: Class 33 contains 7445 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21553 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7103 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 17632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376368.000000 Penalty: 26384.455078
Iteration 206Q: 42 clusters Score -5.037637e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 549719 members 
Mstep: Class 3 contains 7315 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478927 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4727 members 
Mstep: Class 8 contains 6238 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 12620 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7597 members 
Mstep: Class 14 contains 11527 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105949 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10805 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17334 members 
Mstep: Class 22 contains 14797 members 
Mstep: Class 23 contains 3256 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7721 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15664 members 
Mstep: Class 29 contains 5415 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12714 members 
Mstep: Class 33 contains 7446 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21552 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9979 members 
Mstep: Class 39 contains 7104 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376312.000000 Penalty: 26384.455078
Iteration 207Q: 42 clusters Score -5.037631e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 549728 members 
Mstep: Class 3 contains 7315 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478922 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4724 members 
Mstep: Class 8 contains 6251 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 12609 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7596 members 
Mstep: Class 14 contains 11524 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105947 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10806 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17329 members 
Mstep: Class 22 contains 14801 members 
Mstep: Class 23 contains 3254 members 
Mstep: Class 24 contains 3694 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7723 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15661 members 
Mstep: Class 29 contains 5419 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12712 members 
Mstep: Class 33 contains 7446 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21551 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9981 members 
Mstep: Class 39 contains 7106 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376316.000000 Penalty: 26384.455078
Iteration 208Q: 42 clusters Score -5.037632e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 549730 members 
Mstep: Class 3 contains 7315 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478919 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4722 members 
Mstep: Class 8 contains 6264 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 12604 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7596 members 
Mstep: Class 14 contains 11522 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105943 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10806 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17327 members 
Mstep: Class 22 contains 14801 members 
Mstep: Class 23 contains 3254 members 
Mstep: Class 24 contains 3695 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15659 members 
Mstep: Class 29 contains 5423 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12710 members 
Mstep: Class 33 contains 7446 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21550 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9980 members 
Mstep: Class 39 contains 7109 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 17631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376324.000000 Penalty: 26384.455078
Iteration 209Q: 42 clusters Score -5.037632e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 549731 members 
Mstep: Class 3 contains 7315 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478916 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4717 members 
Mstep: Class 8 contains 6272 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 12597 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7595 members 
Mstep: Class 14 contains 11522 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105947 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10807 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17324 members 
Mstep: Class 22 contains 14804 members 
Mstep: Class 23 contains 3253 members 
Mstep: Class 24 contains 3696 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15665 members 
Mstep: Class 29 contains 5424 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7447 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21551 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9977 members 
Mstep: Class 39 contains 7110 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 17631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376348.000000 Penalty: 26384.455078
Iteration 210Q: 42 clusters Score -5.037635e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 549735 members 
Mstep: Class 3 contains 7315 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478914 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 6279 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 12587 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7595 members 
Mstep: Class 14 contains 11522 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105950 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10807 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17326 members 
Mstep: Class 22 contains 14806 members 
Mstep: Class 23 contains 3252 members 
Mstep: Class 24 contains 3697 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15663 members 
Mstep: Class 29 contains 5427 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12709 members 
Mstep: Class 33 contains 7446 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21552 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9975 members 
Mstep: Class 39 contains 7110 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376304.000000 Penalty: 26384.455078
Iteration 211Q: 42 clusters Score -5.03763e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 549745 members 
Mstep: Class 3 contains 7315 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478917 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 6284 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 12578 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7594 members 
Mstep: Class 14 contains 11522 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105952 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10807 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17330 members 
Mstep: Class 22 contains 14806 members 
Mstep: Class 23 contains 3253 members 
Mstep: Class 24 contains 3699 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15662 members 
Mstep: Class 29 contains 5427 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12706 members 
Mstep: Class 33 contains 7446 members 
Mstep: Class 34 contains 1656 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21550 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9973 members 
Mstep: Class 39 contains 7109 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376248.000000 Penalty: 26384.455078
Iteration 212Q: 42 clusters Score -5.037625e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 549759 members 
Mstep: Class 3 contains 7315 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478917 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 6292 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 12569 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7594 members 
Mstep: Class 14 contains 11523 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105952 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10807 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17337 members 
Mstep: Class 22 contains 14807 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3701 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15654 members 
Mstep: Class 29 contains 5427 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12703 members 
Mstep: Class 33 contains 7446 members 
Mstep: Class 34 contains 1655 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21550 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9973 members 
Mstep: Class 39 contains 7107 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376324.000000 Penalty: 26384.455078
Iteration 213Q: 42 clusters Score -5.037632e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 549763 members 
Mstep: Class 3 contains 7315 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478917 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 6298 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 7317 members 
Mstep: Class 11 contains 12558 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7594 members 
Mstep: Class 14 contains 11525 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105957 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10806 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17343 members 
Mstep: Class 22 contains 14807 members 
Mstep: Class 23 contains 3250 members 
Mstep: Class 24 contains 3703 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15649 members 
Mstep: Class 29 contains 5427 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7447 members 
Mstep: Class 34 contains 1655 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21549 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9972 members 
Mstep: Class 39 contains 7107 members 
Mstep: Class 40 contains 660 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376300.000000 Penalty: 26384.455078
Iteration 214Q: 42 clusters Score -5.03763e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 549772 members 
Mstep: Class 3 contains 7315 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478913 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4692 members 
Mstep: Class 8 contains 6306 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 7318 members 
Mstep: Class 11 contains 12552 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7596 members 
Mstep: Class 14 contains 11526 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105961 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10805 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17348 members 
Mstep: Class 22 contains 14807 members 
Mstep: Class 23 contains 3249 members 
Mstep: Class 24 contains 3704 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15646 members 
Mstep: Class 29 contains 5425 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12703 members 
Mstep: Class 33 contains 7448 members 
Mstep: Class 34 contains 1654 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21548 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9972 members 
Mstep: Class 39 contains 7104 members 
Mstep: Class 40 contains 661 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376292.000000 Penalty: 26384.455078
Iteration 215Q: 42 clusters Score -5.037629e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 549780 members 
Mstep: Class 3 contains 7316 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478902 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4685 members 
Mstep: Class 8 contains 6316 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 7319 members 
Mstep: Class 11 contains 12547 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7596 members 
Mstep: Class 14 contains 11525 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105964 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10805 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17353 members 
Mstep: Class 22 contains 14808 members 
Mstep: Class 23 contains 3249 members 
Mstep: Class 24 contains 3704 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15644 members 
Mstep: Class 29 contains 5424 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12703 members 
Mstep: Class 33 contains 7449 members 
Mstep: Class 34 contains 1654 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21549 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9972 members 
Mstep: Class 39 contains 7103 members 
Mstep: Class 40 contains 661 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376264.000000 Penalty: 26384.455078
Iteration 216Q: 42 clusters Score -5.037626e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 549789 members 
Mstep: Class 3 contains 7316 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478894 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4683 members 
Mstep: Class 8 contains 6322 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 7320 members 
Mstep: Class 11 contains 12548 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7596 members 
Mstep: Class 14 contains 11526 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105964 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10805 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17359 members 
Mstep: Class 22 contains 14808 members 
Mstep: Class 23 contains 3249 members 
Mstep: Class 24 contains 3707 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15633 members 
Mstep: Class 29 contains 5421 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12703 members 
Mstep: Class 33 contains 7449 members 
Mstep: Class 34 contains 1654 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21549 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9972 members 
Mstep: Class 39 contains 7104 members 
Mstep: Class 40 contains 661 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376328.000000 Penalty: 26384.455078
Iteration 217Q: 42 clusters Score -5.037633e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 549804 members 
Mstep: Class 3 contains 7316 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478889 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4680 members 
Mstep: Class 8 contains 6322 members 
Mstep: Class 9 contains 2972 members 
Mstep: Class 10 contains 7322 members 
Mstep: Class 11 contains 12543 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7596 members 
Mstep: Class 14 contains 11526 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105969 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10804 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17362 members 
Mstep: Class 22 contains 14810 members 
Mstep: Class 23 contains 3250 members 
Mstep: Class 24 contains 3709 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15616 members 
Mstep: Class 29 contains 5419 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12703 members 
Mstep: Class 33 contains 7448 members 
Mstep: Class 34 contains 1654 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21549 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9973 members 
Mstep: Class 39 contains 7107 members 
Mstep: Class 40 contains 661 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376332.000000 Penalty: 26384.455078
Iteration 218Q: 42 clusters Score -5.037633e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 549822 members 
Mstep: Class 3 contains 7316 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478887 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 6325 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 7325 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7596 members 
Mstep: Class 14 contains 11527 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105970 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10805 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17365 members 
Mstep: Class 22 contains 14813 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3709 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15598 members 
Mstep: Class 29 contains 5419 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12703 members 
Mstep: Class 33 contains 7448 members 
Mstep: Class 34 contains 1654 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21547 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9974 members 
Mstep: Class 39 contains 7108 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376352.000000 Penalty: 26384.455078
Iteration 219Q: 42 clusters Score -5.037635e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 549837 members 
Mstep: Class 3 contains 7316 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478887 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4667 members 
Mstep: Class 8 contains 6328 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 7327 members 
Mstep: Class 11 contains 12532 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7598 members 
Mstep: Class 14 contains 11527 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10806 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17363 members 
Mstep: Class 22 contains 14814 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3711 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15583 members 
Mstep: Class 29 contains 5416 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12703 members 
Mstep: Class 33 contains 7448 members 
Mstep: Class 34 contains 1654 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21548 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9976 members 
Mstep: Class 39 contains 7110 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376348.000000 Penalty: 26384.455078
Iteration 220F: 42 clusters Score -5.037635e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 549858 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478889 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4664 members 
Mstep: Class 8 contains 6330 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 7330 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7599 members 
Mstep: Class 14 contains 11527 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10807 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17365 members 
Mstep: Class 22 contains 14814 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3713 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15559 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12703 members 
Mstep: Class 33 contains 7445 members 
Mstep: Class 34 contains 1654 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21547 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9976 members 
Mstep: Class 39 contains 7111 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376372.000000 Penalty: 26384.455078
Iteration 221Q: 42 clusters Score -5.037637e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 549874 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478887 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4660 members 
Mstep: Class 8 contains 6330 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 7333 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7600 members 
Mstep: Class 14 contains 11528 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105974 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10807 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17368 members 
Mstep: Class 22 contains 14815 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15542 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7444 members 
Mstep: Class 34 contains 1654 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21543 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9976 members 
Mstep: Class 39 contains 7111 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376336.000000 Penalty: 26384.455078
Iteration 222Q: 42 clusters Score -5.037634e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 549883 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478887 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4657 members 
Mstep: Class 8 contains 6331 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 7335 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7600 members 
Mstep: Class 14 contains 11529 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10807 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17370 members 
Mstep: Class 22 contains 14816 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15529 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7444 members 
Mstep: Class 34 contains 1654 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21543 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9976 members 
Mstep: Class 39 contains 7112 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376320.000000 Penalty: 26384.455078
Iteration 223Q: 42 clusters Score -5.037632e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 549902 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478888 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 6330 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 7336 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7600 members 
Mstep: Class 14 contains 11529 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10808 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17370 members 
Mstep: Class 22 contains 14816 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15507 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7444 members 
Mstep: Class 34 contains 1654 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21543 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9976 members 
Mstep: Class 39 contains 7113 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376288.000000 Penalty: 26384.455078
Iteration 224Q: 42 clusters Score -5.037629e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 549924 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478888 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4654 members 
Mstep: Class 8 contains 6331 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 7335 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7601 members 
Mstep: Class 14 contains 11529 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10806 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17371 members 
Mstep: Class 22 contains 14816 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15483 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7444 members 
Mstep: Class 34 contains 1654 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21545 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9976 members 
Mstep: Class 39 contains 7114 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376296.000000 Penalty: 26384.455078
Iteration 225Q: 42 clusters Score -5.03763e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 549939 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478888 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 6331 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 7335 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7602 members 
Mstep: Class 14 contains 11529 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10807 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17372 members 
Mstep: Class 22 contains 14816 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7444 members 
Mstep: Class 34 contains 1654 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21547 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9976 members 
Mstep: Class 39 contains 7114 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376296.000000 Penalty: 26384.455078
Iteration 226Q: 42 clusters Score -5.03763e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 549959 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478888 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4649 members 
Mstep: Class 8 contains 6331 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 7336 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7604 members 
Mstep: Class 14 contains 11527 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10807 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17375 members 
Mstep: Class 22 contains 14816 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15444 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7444 members 
Mstep: Class 34 contains 1654 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21548 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9976 members 
Mstep: Class 39 contains 7114 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376312.000000 Penalty: 26384.455078
Iteration 227Q: 42 clusters Score -5.037631e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 549976 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478888 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4647 members 
Mstep: Class 8 contains 6331 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 7336 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7604 members 
Mstep: Class 14 contains 11526 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10808 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17377 members 
Mstep: Class 22 contains 14816 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15425 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7444 members 
Mstep: Class 34 contains 1654 members 
Mstep: Class 35 contains 4182 members 
Mstep: Class 36 contains 21549 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9976 members 
Mstep: Class 39 contains 7114 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376296.000000 Penalty: 26384.455078
Iteration 228Q: 42 clusters Score -5.03763e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 550003 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478888 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4644 members 
Mstep: Class 8 contains 6331 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 7336 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7604 members 
Mstep: Class 14 contains 11525 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10807 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17378 members 
Mstep: Class 22 contains 14816 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15401 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7444 members 
Mstep: Class 34 contains 1653 members 
Mstep: Class 35 contains 4182 members 
Mstep: Class 36 contains 21549 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9976 members 
Mstep: Class 39 contains 7114 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376332.000000 Penalty: 26384.455078
Iteration 229Q: 42 clusters Score -5.037633e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 550031 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478888 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4643 members 
Mstep: Class 8 contains 6331 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 7338 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7604 members 
Mstep: Class 14 contains 11524 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10806 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17380 members 
Mstep: Class 22 contains 14816 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15372 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7444 members 
Mstep: Class 34 contains 1652 members 
Mstep: Class 35 contains 4182 members 
Mstep: Class 36 contains 21550 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9976 members 
Mstep: Class 39 contains 7114 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376376.000000 Penalty: 26384.455078
Iteration 230Q: 42 clusters Score -5.037638e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 550063 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478885 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4639 members 
Mstep: Class 8 contains 6331 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 7338 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 11523 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10805 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17383 members 
Mstep: Class 22 contains 14816 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15340 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7444 members 
Mstep: Class 34 contains 1650 members 
Mstep: Class 35 contains 4182 members 
Mstep: Class 36 contains 21552 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9976 members 
Mstep: Class 39 contains 7114 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376396.000000 Penalty: 26384.455078
Iteration 231Q: 42 clusters Score -5.03764e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 550096 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478885 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4631 members 
Mstep: Class 8 contains 6331 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 7338 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 11524 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10805 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17383 members 
Mstep: Class 22 contains 14816 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15308 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7444 members 
Mstep: Class 34 contains 1650 members 
Mstep: Class 35 contains 4182 members 
Mstep: Class 36 contains 21552 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9976 members 
Mstep: Class 39 contains 7118 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376436.000000 Penalty: 26384.455078
Iteration 232Q: 42 clusters Score -5.037644e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 550118 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478885 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4619 members 
Mstep: Class 8 contains 6331 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 7343 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 11521 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10804 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17383 members 
Mstep: Class 22 contains 14816 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15291 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7444 members 
Mstep: Class 34 contains 1649 members 
Mstep: Class 35 contains 4182 members 
Mstep: Class 36 contains 21554 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9976 members 
Mstep: Class 39 contains 7117 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376444.000000 Penalty: 26384.455078
Iteration 233Q: 42 clusters Score -5.037644e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 550142 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478886 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4609 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 7346 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7606 members 
Mstep: Class 14 contains 11519 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10803 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17380 members 
Mstep: Class 22 contains 14816 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15277 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7444 members 
Mstep: Class 34 contains 1646 members 
Mstep: Class 35 contains 4182 members 
Mstep: Class 36 contains 21554 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9976 members 
Mstep: Class 39 contains 7117 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376468.000000 Penalty: 26384.455078
Iteration 234Q: 42 clusters Score -5.037647e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 550167 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478885 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4604 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 7348 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7606 members 
Mstep: Class 14 contains 11519 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10803 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17380 members 
Mstep: Class 22 contains 14816 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15253 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7445 members 
Mstep: Class 34 contains 1644 members 
Mstep: Class 35 contains 4182 members 
Mstep: Class 36 contains 21557 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9976 members 
Mstep: Class 39 contains 7115 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376456.000000 Penalty: 26384.455078
Iteration 235Q: 42 clusters Score -5.037646e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 550189 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 478885 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4602 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 7348 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7607 members 
Mstep: Class 14 contains 11519 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10802 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17376 members 
Mstep: Class 22 contains 14816 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15232 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7444 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 4182 members 
Mstep: Class 36 contains 21559 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9977 members 
Mstep: Class 39 contains 7115 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376472.000000 Penalty: 26384.455078
Iteration 236Q: 42 clusters Score -5.037647e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 550200 members 
Mstep: Class 3 contains 7318 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478885 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4596 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 7348 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7608 members 
Mstep: Class 14 contains 11519 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10802 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17377 members 
Mstep: Class 22 contains 14816 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15215 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7443 members 
Mstep: Class 34 contains 1640 members 
Mstep: Class 35 contains 4182 members 
Mstep: Class 36 contains 21566 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7116 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376416.000000 Penalty: 26384.455078
Iteration 237Q: 42 clusters Score -5.037642e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 550213 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478884 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4588 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7348 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7609 members 
Mstep: Class 14 contains 11519 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10799 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17377 members 
Mstep: Class 22 contains 14816 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15209 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7442 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 4182 members 
Mstep: Class 36 contains 21568 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9979 members 
Mstep: Class 39 contains 7118 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376460.000000 Penalty: 26384.455078
Iteration 238Q: 42 clusters Score -5.037646e+07 nChanged 41
Entering ConstructFrom: 
Score: -50376460.000000 Penalty: 26384.455078
Entering ConstructFrom: 
Trying to split cluster 1 (3886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Entering Unmasked Estep 
Score: -144926.000000 Penalty: 376.063690
	Iteration 0F: 2 clusters Score -144926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -142270.156250 Penalty: 752.127380
	Iteration 0F: 3 clusters Score -142270.2 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -143312.812500 Penalty: 752.127380
	Iteration 1F: 3 clusters Score -143312.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -143465.843750 Penalty: 752.127380
	Iteration 2F: 3 clusters Score -143465.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -143626.781250 Penalty: 752.127380
	Iteration 3F: 3 clusters Score -143626.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -143778.421875 Penalty: 752.127380
	Iteration 4F: 3 clusters Score -143778.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -143913.718750 Penalty: 752.127380
	Iteration 5F: 3 clusters Score -143913.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -144005.593750 Penalty: 752.127380
	Iteration 6Q: 3 clusters Score -144005.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -144082.531250 Penalty: 752.127380
	Iteration 7Q: 3 clusters Score -144082.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -144146.328125 Penalty: 752.127380
	Iteration 8Q: 3 clusters Score -144146.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -144191.187500 Penalty: 752.127380
	Iteration 9Q: 3 clusters Score -144191.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -144225.796875 Penalty: 752.127380
	Iteration 10Q: 3 clusters Score -144225.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -144247.921875 Penalty: 752.127380
	Iteration 11Q: 3 clusters Score -144247.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -144258.468750 Penalty: 752.127380
	Iteration 12Q: 3 clusters Score -144258.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -144267.234375 Penalty: 752.127380
	Iteration 13Q: 3 clusters Score -144267.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -144278.203125 Penalty: 752.127380
	Iteration 14Q: 3 clusters Score -144278.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -144285.312500 Penalty: 752.127380
	Iteration 15Q: 3 clusters Score -144285.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -144289.593750 Penalty: 752.127380
	Iteration 16Q: 3 clusters Score -144289.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -144293.531250 Penalty: 752.127380
	Iteration 17Q: 3 clusters Score -144293.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -144298.203125 Penalty: 752.127380
	Iteration 18Q: 3 clusters Score -144298.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -144302.562500 Penalty: 752.127380
	Iteration 19Q: 3 clusters Score -144302.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -144307.640625 Penalty: 752.127380
	Iteration 20F: 3 clusters Score -144307.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -144311.406250 Penalty: 752.127380
	Iteration 21Q: 3 clusters Score -144311.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -144315.734375 Penalty: 752.127380
	Iteration 22Q: 3 clusters Score -144315.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -144318.281250 Penalty: 752.127380
	Iteration 23Q: 3 clusters Score -144318.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -144319.250000 Penalty: 752.127380
	Iteration 24Q: 3 clusters Score -144319.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -144320.734375 Penalty: 752.127380
	Iteration 25Q: 3 clusters Score -144320.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -144321.906250 Penalty: 752.127380
	Iteration 26Q: 3 clusters Score -144321.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -144322.265625 Penalty: 752.127380
	Iteration 27Q: 3 clusters Score -144322.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -144323.500000 Penalty: 752.127380
	Iteration 28Q: 3 clusters Score -144323.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -144324.578125 Penalty: 752.127380
	Iteration 29Q: 3 clusters Score -144324.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -144325.046875 Penalty: 752.127380
	Iteration 30Q: 3 clusters Score -144325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -144325.875000 Penalty: 752.127380
	Iteration 31Q: 3 clusters Score -144325.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -144326.406250 Penalty: 752.127380
	Iteration 32Q: 3 clusters Score -144326.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -144327.453125 Penalty: 752.127380
	Iteration 33Q: 3 clusters Score -144327.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -144328.015625 Penalty: 752.127380
	Iteration 34Q: 3 clusters Score -144328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -144328.593750 Penalty: 752.127380
	Iteration 35Q: 3 clusters Score -144328.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -144329.093750 Penalty: 752.127380
	Iteration 36Q: 3 clusters Score -144329.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -144329.781250 Penalty: 752.127380
	Iteration 37Q: 3 clusters Score -144329.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -144330.500000 Penalty: 752.127380
	Iteration 38Q: 3 clusters Score -144330.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -144330.703125 Penalty: 752.127380
	Iteration 39Q: 3 clusters Score -144330.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -144330.875000 Penalty: 752.127380
	Iteration 40F: 3 clusters Score -144330.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -144331.343750 Penalty: 752.127380
	Iteration 41Q: 3 clusters Score -144331.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -144331.687500 Penalty: 752.127380
	Iteration 42Q: 3 clusters Score -144331.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -144331.781250 Penalty: 752.127380
	Iteration 43Q: 3 clusters Score -144331.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -144331.906250 Penalty: 752.127380
	Iteration 44Q: 3 clusters Score -144331.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -144331.859375 Penalty: 752.127380
	Iteration 45Q: 3 clusters Score -144331.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -144331.859375 Penalty: 752.127380
	Iteration 46F: 3 clusters Score -144331.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (550223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550223 members 
Entering Unmasked Estep 
Score: -21261726.000000 Penalty: 601.422607
	Iteration 0F: 2 clusters Score -2.126173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275642 members 
Mstep: Class 2 contains 274581 members 
Entering Unmasked Estep 
Score: -20915848.000000 Penalty: 1202.845215
	Iteration 0F: 3 clusters Score -2.091585e+07 nChanged 271998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305996 members 
Mstep: Class 2 contains 244227 members 
Entering Unmasked Estep 
Score: -21088798.000000 Penalty: 1202.845215
	Iteration 1F: 3 clusters Score -2.10888e+07 nChanged 23907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324419 members 
Mstep: Class 2 contains 225804 members 
Entering Unmasked Estep 
Score: -21097918.000000 Penalty: 1202.845215
	Iteration 2Q: 3 clusters Score -2.109792e+07 nChanged 32788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353045 members 
Mstep: Class 2 contains 197178 members 
Entering Unmasked Estep 
Score: -21113692.000000 Penalty: 1202.845215
	Iteration 3F: 3 clusters Score -2.111369e+07 nChanged 41039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390766 members 
Mstep: Class 2 contains 159457 members 
Entering Unmasked Estep 
Score: -21134110.000000 Penalty: 1202.845215
	Iteration 4F: 3 clusters Score -2.113411e+07 nChanged 42648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430134 members 
Mstep: Class 2 contains 120089 members 
Entering Unmasked Estep 
Score: -21156828.000000 Penalty: 1202.845215
	Iteration 5F: 3 clusters Score -2.115683e+07 nChanged 34144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460534 members 
Mstep: Class 2 contains 89689 members 
Entering Unmasked Estep 
Score: -21182370.000000 Penalty: 1202.845215
	Iteration 6F: 3 clusters Score -2.118237e+07 nChanged 22965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478643 members 
Mstep: Class 2 contains 71580 members 
Entering Unmasked Estep 
Score: -21201524.000000 Penalty: 1202.845215
	Iteration 7Q: 3 clusters Score -2.120152e+07 nChanged 15332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488651 members 
Mstep: Class 2 contains 61572 members 
Entering Unmasked Estep 
Score: -21211190.000000 Penalty: 1202.845215
	Iteration 8Q: 3 clusters Score -2.121119e+07 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495362 members 
Mstep: Class 2 contains 54861 members 
Entering Unmasked Estep 
Score: -21216256.000000 Penalty: 1202.845215
	Iteration 9Q: 3 clusters Score -2.121626e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501025 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -21219584.000000 Penalty: 1202.845215
	Iteration 10Q: 3 clusters Score -2.121958e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506091 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -21222582.000000 Penalty: 1202.845215
	Iteration 11Q: 3 clusters Score -2.122258e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510926 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -21225504.000000 Penalty: 1202.845215
	Iteration 12Q: 3 clusters Score -2.12255e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515601 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -21228790.000000 Penalty: 1202.845215
	Iteration 13Q: 3 clusters Score -2.122879e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519988 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -21232180.000000 Penalty: 1202.845215
	Iteration 14Q: 3 clusters Score -2.123218e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524171 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -21235472.000000 Penalty: 1202.845215
	Iteration 15Q: 3 clusters Score -2.123547e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528003 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -21238780.000000 Penalty: 1202.845215
	Iteration 16Q: 3 clusters Score -2.123878e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531514 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -21241832.000000 Penalty: 1202.845215
	Iteration 17Q: 3 clusters Score -2.124183e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534570 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -21244586.000000 Penalty: 1202.845215
	Iteration 18Q: 3 clusters Score -2.124459e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537267 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -21247062.000000 Penalty: 1202.845215
	Iteration 19Q: 3 clusters Score -2.124706e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539591 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -21249288.000000 Penalty: 1202.845215
	Iteration 20F: 3 clusters Score -2.124929e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541638 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -21251266.000000 Penalty: 1202.845215
	Iteration 21Q: 3 clusters Score -2.125127e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543391 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -21253288.000000 Penalty: 1202.845215
	Iteration 22Q: 3 clusters Score -2.125329e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544891 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -21254980.000000 Penalty: 1202.845215
	Iteration 23Q: 3 clusters Score -2.125498e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546166 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -21256406.000000 Penalty: 1202.845215
	Iteration 24Q: 3 clusters Score -2.125641e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547258 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -21257480.000000 Penalty: 1202.845215
	Iteration 25Q: 3 clusters Score -2.125748e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548129 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -21258548.000000 Penalty: 1202.845215
	Iteration 26Q: 3 clusters Score -2.125855e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548800 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -21259460.000000 Penalty: 1202.845215
	Iteration 27Q: 3 clusters Score -2.125946e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549251 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -21260012.000000 Penalty: 1202.845215
	Iteration 28Q: 3 clusters Score -2.126001e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549569 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -21260398.000000 Penalty: 1202.845215
	Iteration 29Q: 3 clusters Score -2.12604e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549761 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -21260670.000000 Penalty: 1202.845215
	Iteration 30Q: 3 clusters Score -2.126067e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549867 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -21260800.000000 Penalty: 1202.845215
	Iteration 31Q: 3 clusters Score -2.12608e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549936 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -21260908.000000 Penalty: 1202.845215
	Iteration 32Q: 3 clusters Score -2.126091e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549987 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21260976.000000 Penalty: 1202.845215
	Iteration 33Q: 3 clusters Score -2.126098e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550017 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21261004.000000 Penalty: 1202.845215
	Iteration 34Q: 3 clusters Score -2.1261e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550037 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21261046.000000 Penalty: 1202.845215
	Iteration 35Q: 3 clusters Score -2.126105e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550055 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21261080.000000 Penalty: 1202.845215
	Iteration 36Q: 3 clusters Score -2.126108e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550068 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21261110.000000 Penalty: 1202.845215
	Iteration 37Q: 3 clusters Score -2.126111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550072 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21261116.000000 Penalty: 1202.845215
	Iteration 38Q: 3 clusters Score -2.126112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550075 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21261132.000000 Penalty: 1202.845215
	Iteration 39Q: 3 clusters Score -2.126113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550077 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21261132.000000 Penalty: 1202.845215
	Iteration 40F: 3 clusters Score -2.126113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550076 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21261142.000000 Penalty: 1202.845215
	Iteration 41Q: 3 clusters Score -2.126114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550075 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21261126.000000 Penalty: 1202.845215
	Iteration 42Q: 3 clusters Score -2.126113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550076 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21261138.000000 Penalty: 1202.845215
	Iteration 43Q: 3 clusters Score -2.126114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550078 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21261128.000000 Penalty: 1202.845215
	Iteration 44Q: 3 clusters Score -2.126113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550078 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21261134.000000 Penalty: 1202.845215
	Iteration 45Q: 3 clusters Score -2.126113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550080 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21261146.000000 Penalty: 1202.845215
	Iteration 46Q: 3 clusters Score -2.126115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550081 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21261144.000000 Penalty: 1202.845215
	Iteration 47Q: 3 clusters Score -2.126114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550081 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21261144.000000 Penalty: 1202.845215
	Iteration 48F: 3 clusters Score -2.126114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Entering Unmasked Estep 
Score: -256219.453125 Penalty: 404.875641
	Iteration 0F: 2 clusters Score -256219.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -251361.937500 Penalty: 809.751282
	Iteration 0F: 3 clusters Score -251361.9 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -253410.031250 Penalty: 809.751282
	Iteration 1F: 3 clusters Score -253410 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -253795.984375 Penalty: 809.751282
	Iteration 2F: 3 clusters Score -253796 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -254213.953125 Penalty: 809.751282
	Iteration 3F: 3 clusters Score -254214 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -254575.421875 Penalty: 809.751282
	Iteration 4F: 3 clusters Score -254575.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -254853.031250 Penalty: 809.751282
	Iteration 5F: 3 clusters Score -254853 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -255047.281250 Penalty: 809.751282
	Iteration 6Q: 3 clusters Score -255047.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -255201.468750 Penalty: 809.751282
	Iteration 7Q: 3 clusters Score -255201.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -255350.656250 Penalty: 809.751282
	Iteration 8Q: 3 clusters Score -255350.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -255479.640625 Penalty: 809.751282
	Iteration 9Q: 3 clusters Score -255479.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -255607.015625 Penalty: 809.751282
	Iteration 10Q: 3 clusters Score -255607 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -255686.937500 Penalty: 809.751282
	Iteration 11Q: 3 clusters Score -255686.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -255776.156250 Penalty: 809.751282
	Iteration 12Q: 3 clusters Score -255776.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -255848.734375 Penalty: 809.751282
	Iteration 13Q: 3 clusters Score -255848.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -255906.968750 Penalty: 809.751282
	Iteration 14Q: 3 clusters Score -255907 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -255951.046875 Penalty: 809.751282
	Iteration 15Q: 3 clusters Score -255951 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -255980.578125 Penalty: 809.751282
	Iteration 16Q: 3 clusters Score -255980.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -256004.531250 Penalty: 809.751282
	Iteration 17Q: 3 clusters Score -256004.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -256030.859375 Penalty: 809.751282
	Iteration 18Q: 3 clusters Score -256030.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -256052.468750 Penalty: 809.751282
	Iteration 19Q: 3 clusters Score -256052.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -256070.906250 Penalty: 809.751282
	Iteration 20F: 3 clusters Score -256070.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -256081.140625 Penalty: 809.751282
	Iteration 21Q: 3 clusters Score -256081.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -256089.390625 Penalty: 809.751282
	Iteration 22Q: 3 clusters Score -256089.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -256098.109375 Penalty: 809.751282
	Iteration 23Q: 3 clusters Score -256098.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -256107.468750 Penalty: 809.751282
	Iteration 24Q: 3 clusters Score -256107.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -256113.156250 Penalty: 809.751282
	Iteration 25Q: 3 clusters Score -256113.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -256115.765625 Penalty: 809.751282
	Iteration 26Q: 3 clusters Score -256115.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -256117.781250 Penalty: 809.751282
	Iteration 27Q: 3 clusters Score -256117.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -256117.640625 Penalty: 809.751282
	Iteration 28Q: 3 clusters Score -256117.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -256118.031250 Penalty: 809.751282
	Iteration 29Q: 3 clusters Score -256118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -256118.031250 Penalty: 809.751282
	Iteration 30F: 3 clusters Score -256118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Entering Unmasked Estep 
Score: -62926.734375 Penalty: 340.282440
	Iteration 0F: 2 clusters Score -62926.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -61618.003906 Penalty: 680.564880
	Iteration 0F: 3 clusters Score -61618 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -62095.726562 Penalty: 680.564880
	Iteration 1F: 3 clusters Score -62095.73 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -62186.039062 Penalty: 680.564880
	Iteration 2F: 3 clusters Score -62186.04 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -62269.121094 Penalty: 680.564880
	Iteration 3F: 3 clusters Score -62269.12 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -62347.003906 Penalty: 680.564880
	Iteration 4F: 3 clusters Score -62347 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -62412.152344 Penalty: 680.564880
	Iteration 5Q: 3 clusters Score -62412.15 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -62473.160156 Penalty: 680.564880
	Iteration 6Q: 3 clusters Score -62473.16 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -62513.308594 Penalty: 680.564880
	Iteration 7Q: 3 clusters Score -62513.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -62531.085938 Penalty: 680.564880
	Iteration 8Q: 3 clusters Score -62531.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -62545.902344 Penalty: 680.564880
	Iteration 9Q: 3 clusters Score -62545.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -62555.988281 Penalty: 680.564880
	Iteration 10Q: 3 clusters Score -62555.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -62568.851562 Penalty: 680.564880
	Iteration 11Q: 3 clusters Score -62568.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -62576.195312 Penalty: 680.564880
	Iteration 12Q: 3 clusters Score -62576.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -62584.289062 Penalty: 680.564880
	Iteration 13Q: 3 clusters Score -62584.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -62599.269531 Penalty: 680.564880
	Iteration 14Q: 3 clusters Score -62599.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -62607.140625 Penalty: 680.564880
	Iteration 15Q: 3 clusters Score -62607.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -62611.597656 Penalty: 680.564880
	Iteration 16Q: 3 clusters Score -62611.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -62622.019531 Penalty: 680.564880
	Iteration 17Q: 3 clusters Score -62622.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -62628.683594 Penalty: 680.564880
	Iteration 18Q: 3 clusters Score -62628.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -62635.222656 Penalty: 680.564880
	Iteration 19Q: 3 clusters Score -62635.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -62641.593750 Penalty: 680.564880
	Iteration 20F: 3 clusters Score -62641.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -62642.953125 Penalty: 680.564880
	Iteration 21Q: 3 clusters Score -62642.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -62643.195312 Penalty: 680.564880
	Iteration 22Q: 3 clusters Score -62643.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -62643.195312 Penalty: 680.564880
	Iteration 23F: 3 clusters Score -62643.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (478883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478883 members 
Entering Unmasked Estep 
Score: -18372722.000000 Penalty: 595.104126
	Iteration 0F: 2 clusters Score -1.837272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240068 members 
Mstep: Class 2 contains 238815 members 
Entering Unmasked Estep 
Score: -18051530.000000 Penalty: 1190.208252
	Iteration 0F: 3 clusters Score -1.805153e+07 nChanged 236691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256343 members 
Mstep: Class 2 contains 222540 members 
Entering Unmasked Estep 
Score: -18199142.000000 Penalty: 1190.208252
	Iteration 1F: 3 clusters Score -1.819914e+07 nChanged 18544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265405 members 
Mstep: Class 2 contains 213478 members 
Entering Unmasked Estep 
Score: -18207204.000000 Penalty: 1190.208252
	Iteration 2Q: 3 clusters Score -1.82072e+07 nChanged 21529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279830 members 
Mstep: Class 2 contains 199053 members 
Entering Unmasked Estep 
Score: -18218432.000000 Penalty: 1190.208252
	Iteration 3Q: 3 clusters Score -1.821843e+07 nChanged 24904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301674 members 
Mstep: Class 2 contains 177209 members 
Entering Unmasked Estep 
Score: -18235306.000000 Penalty: 1190.208252
	Iteration 4F: 3 clusters Score -1.823531e+07 nChanged 30672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331968 members 
Mstep: Class 2 contains 146915 members 
Entering Unmasked Estep 
Score: -18258736.000000 Penalty: 1190.208252
	Iteration 5F: 3 clusters Score -1.825874e+07 nChanged 37269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369237 members 
Mstep: Class 2 contains 109646 members 
Entering Unmasked Estep 
Score: -18289156.000000 Penalty: 1190.208252
	Iteration 6F: 3 clusters Score -1.828916e+07 nChanged 38199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407436 members 
Mstep: Class 2 contains 71447 members 
Entering Unmasked Estep 
Score: -18321126.000000 Penalty: 1190.208252
	Iteration 7F: 3 clusters Score -1.832113e+07 nChanged 31345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438781 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -18346488.000000 Penalty: 1190.208252
	Iteration 8F: 3 clusters Score -1.834649e+07 nChanged 20036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458817 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -18361000.000000 Penalty: 1190.208252
	Iteration 9Q: 3 clusters Score -1.8361e+07 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469134 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -18367342.000000 Penalty: 1190.208252
	Iteration 10Q: 3 clusters Score -1.836734e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473968 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -18369898.000000 Penalty: 1190.208252
	Iteration 11Q: 3 clusters Score -1.83699e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476260 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -18371202.000000 Penalty: 1190.208252
	Iteration 12Q: 3 clusters Score -1.83712e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477369 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -18371696.000000 Penalty: 1190.208252
	Iteration 13Q: 3 clusters Score -1.83717e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477905 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -18371954.000000 Penalty: 1190.208252
	Iteration 14Q: 3 clusters Score -1.837195e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478169 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -18372008.000000 Penalty: 1190.208252
	Iteration 15Q: 3 clusters Score -1.837201e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478336 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -18372064.000000 Penalty: 1190.208252
	Iteration 16Q: 3 clusters Score -1.837206e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478432 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -18372098.000000 Penalty: 1190.208252
	Iteration 17Q: 3 clusters Score -1.83721e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478482 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -18372114.000000 Penalty: 1190.208252
	Iteration 18Q: 3 clusters Score -1.837211e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478515 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -18372166.000000 Penalty: 1190.208252
	Iteration 19Q: 3 clusters Score -1.837217e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478537 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -18372168.000000 Penalty: 1190.208252
	Iteration 20F: 3 clusters Score -1.837217e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478550 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -18372178.000000 Penalty: 1190.208252
	Iteration 21Q: 3 clusters Score -1.837218e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478563 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -18372174.000000 Penalty: 1190.208252
	Iteration 22Q: 3 clusters Score -1.837217e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478570 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -18372192.000000 Penalty: 1190.208252
	Iteration 23Q: 3 clusters Score -1.837219e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478578 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -18372212.000000 Penalty: 1190.208252
	Iteration 24Q: 3 clusters Score -1.837221e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478590 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -18372216.000000 Penalty: 1190.208252
	Iteration 25Q: 3 clusters Score -1.837222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478593 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -18372234.000000 Penalty: 1190.208252
	Iteration 26Q: 3 clusters Score -1.837223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478599 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -18372234.000000 Penalty: 1190.208252
	Iteration 27Q: 3 clusters Score -1.837223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478607 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -18372244.000000 Penalty: 1190.208252
	Iteration 28Q: 3 clusters Score -1.837224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478608 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -18372250.000000 Penalty: 1190.208252
	Iteration 29Q: 3 clusters Score -1.837225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478611 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -18372244.000000 Penalty: 1190.208252
	Iteration 30Q: 3 clusters Score -1.837224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478617 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -18372244.000000 Penalty: 1190.208252
	Iteration 31Q: 3 clusters Score -1.837224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478622 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -18372248.000000 Penalty: 1190.208252
	Iteration 32Q: 3 clusters Score -1.837225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478628 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -18372252.000000 Penalty: 1190.208252
	Iteration 33Q: 3 clusters Score -1.837225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478632 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -18372250.000000 Penalty: 1190.208252
	Iteration 34Q: 3 clusters Score -1.837225e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478635 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -18372238.000000 Penalty: 1190.208252
	Iteration 35Q: 3 clusters Score -1.837224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478637 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -18372238.000000 Penalty: 1190.208252
	Iteration 36Q: 3 clusters Score -1.837224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478636 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -18372238.000000 Penalty: 1190.208252
	Iteration 37Q: 3 clusters Score -1.837224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478637 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -18372256.000000 Penalty: 1190.208252
	Iteration 38Q: 3 clusters Score -1.837226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478638 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -18372244.000000 Penalty: 1190.208252
	Iteration 39Q: 3 clusters Score -1.837224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478640 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -18372244.000000 Penalty: 1190.208252
	Iteration 40F: 3 clusters Score -1.837224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478639 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -18372244.000000 Penalty: 1190.208252
	Iteration 41Q: 3 clusters Score -1.837224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478639 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -18372244.000000 Penalty: 1190.208252
	Iteration 42F: 3 clusters Score -1.837224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -31588.064453 Penalty: 307.914124
	Iteration 0F: 2 clusters Score -31588.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -30854.720703 Penalty: 615.828247
	Iteration 0F: 3 clusters Score -30854.72 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -31096.744141 Penalty: 615.828247
	Iteration 1F: 3 clusters Score -31096.74 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -31171.890625 Penalty: 615.828247
	Iteration 2F: 3 clusters Score -31171.89 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -31244.681641 Penalty: 615.828247
	Iteration 3F: 3 clusters Score -31244.68 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -31305.001953 Penalty: 615.828247
	Iteration 4F: 3 clusters Score -31305 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -31339.681641 Penalty: 615.828247
	Iteration 5F: 3 clusters Score -31339.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -31357.296875 Penalty: 615.828247
	Iteration 6Q: 3 clusters Score -31357.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -31364.960938 Penalty: 615.828247
	Iteration 7Q: 3 clusters Score -31364.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -31371.929688 Penalty: 615.828247
	Iteration 8Q: 3 clusters Score -31371.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -31382.849609 Penalty: 615.828247
	Iteration 9Q: 3 clusters Score -31382.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -31390.132812 Penalty: 615.828247
	Iteration 10Q: 3 clusters Score -31390.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -31396.156250 Penalty: 615.828247
	Iteration 11Q: 3 clusters Score -31396.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -31401.515625 Penalty: 615.828247
	Iteration 12Q: 3 clusters Score -31401.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -31404.298828 Penalty: 615.828247
	Iteration 13Q: 3 clusters Score -31404.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -31406.185547 Penalty: 615.828247
	Iteration 14Q: 3 clusters Score -31406.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -31406.671875 Penalty: 615.828247
	Iteration 15Q: 3 clusters Score -31406.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -31407.748047 Penalty: 615.828247
	Iteration 16Q: 3 clusters Score -31407.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -31407.748047 Penalty: 615.828247
	Iteration 17F: 3 clusters Score -31407.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Entering Unmasked Estep 
Score: -172231.328125 Penalty: 383.560028
	Iteration 0F: 2 clusters Score -172231.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -169108.984375 Penalty: 767.120056
	Iteration 0F: 3 clusters Score -169109 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -170403.890625 Penalty: 767.120056
	Iteration 1F: 3 clusters Score -170403.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -170594.218750 Penalty: 767.120056
	Iteration 2F: 3 clusters Score -170594.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -170816.812500 Penalty: 767.120056
	Iteration 3F: 3 clusters Score -170816.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -171101.062500 Penalty: 767.120056
	Iteration 4F: 3 clusters Score -171101.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -171385.546875 Penalty: 767.120056
	Iteration 5F: 3 clusters Score -171385.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -171674.187500 Penalty: 767.120056
	Iteration 6F: 3 clusters Score -171674.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -171913.875000 Penalty: 767.120056
	Iteration 7F: 3 clusters Score -171913.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -172029.875000 Penalty: 767.120056
	Iteration 8Q: 3 clusters Score -172029.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -172072.796875 Penalty: 767.120056
	Iteration 9Q: 3 clusters Score -172072.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -172087.031250 Penalty: 767.120056
	Iteration 10Q: 3 clusters Score -172087 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -172094.937500 Penalty: 767.120056
	Iteration 11Q: 3 clusters Score -172094.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -172099.156250 Penalty: 767.120056
	Iteration 12Q: 3 clusters Score -172099.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -172102.265625 Penalty: 767.120056
	Iteration 13Q: 3 clusters Score -172102.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -172104.843750 Penalty: 767.120056
	Iteration 14Q: 3 clusters Score -172104.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -172106.562500 Penalty: 767.120056
	Iteration 15Q: 3 clusters Score -172106.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -172107.281250 Penalty: 767.120056
	Iteration 16Q: 3 clusters Score -172107.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -172108.218750 Penalty: 767.120056
	Iteration 17Q: 3 clusters Score -172108.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -172109.390625 Penalty: 767.120056
	Iteration 18Q: 3 clusters Score -172109.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -172110.421875 Penalty: 767.120056
	Iteration 19Q: 3 clusters Score -172110.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -172111.703125 Penalty: 767.120056
	Iteration 20F: 3 clusters Score -172111.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -172112.062500 Penalty: 767.120056
	Iteration 21Q: 3 clusters Score -172112.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -172112.218750 Penalty: 767.120056
	Iteration 22Q: 3 clusters Score -172112.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -172112.093750 Penalty: 767.120056
	Iteration 23Q: 3 clusters Score -172112.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -172112.093750 Penalty: 767.120056
	Iteration 24F: 3 clusters Score -172112.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Entering Unmasked Estep 
Score: -225534.187500 Penalty: 398.278381
	Iteration 0F: 2 clusters Score -225534.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -221245.375000 Penalty: 796.556763
	Iteration 0F: 3 clusters Score -221245.4 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -222972.265625 Penalty: 796.556763
	Iteration 1F: 3 clusters Score -222972.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -223321.984375 Penalty: 796.556763
	Iteration 2F: 3 clusters Score -223322 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -223723.515625 Penalty: 796.556763
	Iteration 3F: 3 clusters Score -223723.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -224079.953125 Penalty: 796.556763
	Iteration 4F: 3 clusters Score -224080 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -224377.046875 Penalty: 796.556763
	Iteration 5F: 3 clusters Score -224377 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -224626.375000 Penalty: 796.556763
	Iteration 6F: 3 clusters Score -224626.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -224838.578125 Penalty: 796.556763
	Iteration 7Q: 3 clusters Score -224838.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -225064.093750 Penalty: 796.556763
	Iteration 8Q: 3 clusters Score -225064.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -225233.718750 Penalty: 796.556763
	Iteration 9Q: 3 clusters Score -225233.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -225285.531250 Penalty: 796.556763
	Iteration 10Q: 3 clusters Score -225285.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -225315.906250 Penalty: 796.556763
	Iteration 11Q: 3 clusters Score -225315.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -225330.312500 Penalty: 796.556763
	Iteration 12Q: 3 clusters Score -225330.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -225334.109375 Penalty: 796.556763
	Iteration 13Q: 3 clusters Score -225334.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -225335.437500 Penalty: 796.556763
	Iteration 14Q: 3 clusters Score -225335.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -225338.218750 Penalty: 796.556763
	Iteration 15Q: 3 clusters Score -225338.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -225341.062500 Penalty: 796.556763
	Iteration 16Q: 3 clusters Score -225341.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -225344.281250 Penalty: 796.556763
	Iteration 17Q: 3 clusters Score -225344.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -225345.765625 Penalty: 796.556763
	Iteration 18Q: 3 clusters Score -225345.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -225348.281250 Penalty: 796.556763
	Iteration 19Q: 3 clusters Score -225348.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -225351.187500 Penalty: 796.556763
	Iteration 20F: 3 clusters Score -225351.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -225351.625000 Penalty: 796.556763
	Iteration 21Q: 3 clusters Score -225351.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -225352.218750 Penalty: 796.556763
	Iteration 22Q: 3 clusters Score -225352.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -225352.828125 Penalty: 796.556763
	Iteration 23Q: 3 clusters Score -225352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -225353.125000 Penalty: 796.556763
	Iteration 24Q: 3 clusters Score -225353.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -225353.203125 Penalty: 796.556763
	Iteration 25Q: 3 clusters Score -225353.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -225353.203125 Penalty: 796.556763
	Iteration 26F: 3 clusters Score -225353.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Entering Unmasked Estep 
Score: -83996.828125 Penalty: 363.740417
	Iteration 0F: 2 clusters Score -83996.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -81950.734375 Penalty: 727.480835
	Iteration 0F: 3 clusters Score -81950.73 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -82731.539062 Penalty: 727.480835
	Iteration 1F: 3 clusters Score -82731.54 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -82885.304688 Penalty: 727.480835
	Iteration 2F: 3 clusters Score -82885.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -82993.062500 Penalty: 727.480835
	Iteration 3F: 3 clusters Score -82993.06 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -83078.875000 Penalty: 727.480835
	Iteration 4F: 3 clusters Score -83078.88 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -83160.015625 Penalty: 727.480835
	Iteration 5Q: 3 clusters Score -83160.02 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -83235.609375 Penalty: 727.480835
	Iteration 6Q: 3 clusters Score -83235.61 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -83326.195312 Penalty: 727.480835
	Iteration 7Q: 3 clusters Score -83326.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -83429.640625 Penalty: 727.480835
	Iteration 8Q: 3 clusters Score -83429.64 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -83512.929688 Penalty: 727.480835
	Iteration 9Q: 3 clusters Score -83512.93 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -83582.312500 Penalty: 727.480835
	Iteration 10Q: 3 clusters Score -83582.31 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -83626.929688 Penalty: 727.480835
	Iteration 11Q: 3 clusters Score -83626.93 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -83656.656250 Penalty: 727.480835
	Iteration 12Q: 3 clusters Score -83656.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -83670.906250 Penalty: 727.480835
	Iteration 13Q: 3 clusters Score -83670.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -83682.031250 Penalty: 727.480835
	Iteration 14Q: 3 clusters Score -83682.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -83695.351562 Penalty: 727.480835
	Iteration 15Q: 3 clusters Score -83695.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -83704.414062 Penalty: 727.480835
	Iteration 16Q: 3 clusters Score -83704.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -83706.765625 Penalty: 727.480835
	Iteration 17Q: 3 clusters Score -83706.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -83708.906250 Penalty: 727.480835
	Iteration 18Q: 3 clusters Score -83708.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -83711.687500 Penalty: 727.480835
	Iteration 19Q: 3 clusters Score -83711.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -83714.601562 Penalty: 727.480835
	Iteration 20F: 3 clusters Score -83714.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -83716.601562 Penalty: 727.480835
	Iteration 21Q: 3 clusters Score -83716.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -83717.773438 Penalty: 727.480835
	Iteration 22Q: 3 clusters Score -83717.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -83719.515625 Penalty: 727.480835
	Iteration 23Q: 3 clusters Score -83719.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -83721.304688 Penalty: 727.480835
	Iteration 24Q: 3 clusters Score -83721.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -83722.156250 Penalty: 727.480835
	Iteration 25Q: 3 clusters Score -83722.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -83723.093750 Penalty: 727.480835
	Iteration 26Q: 3 clusters Score -83723.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -83723.242188 Penalty: 727.480835
	Iteration 27Q: 3 clusters Score -83723.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -83723.843750 Penalty: 727.480835
	Iteration 28Q: 3 clusters Score -83723.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -83724.210938 Penalty: 727.480835
	Iteration 29Q: 3 clusters Score -83724.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -83724.906250 Penalty: 727.480835
	Iteration 30Q: 3 clusters Score -83724.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -83725.375000 Penalty: 727.480835
	Iteration 31Q: 3 clusters Score -83725.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -83725.718750 Penalty: 727.480835
	Iteration 32Q: 3 clusters Score -83725.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -83726.085938 Penalty: 727.480835
	Iteration 33Q: 3 clusters Score -83726.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -83726.984375 Penalty: 727.480835
	Iteration 34Q: 3 clusters Score -83726.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -83727.937500 Penalty: 727.480835
	Iteration 35Q: 3 clusters Score -83727.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -83729.398438 Penalty: 727.480835
	Iteration 36Q: 3 clusters Score -83729.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -83731.773438 Penalty: 727.480835
	Iteration 37Q: 3 clusters Score -83731.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -83735.710938 Penalty: 727.480835
	Iteration 38Q: 3 clusters Score -83735.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -83742.375000 Penalty: 727.480835
	Iteration 39Q: 3 clusters Score -83742.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -83750.101562 Penalty: 727.480835
	Iteration 40F: 3 clusters Score -83750.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -83756.390625 Penalty: 727.480835
	Iteration 41Q: 3 clusters Score -83756.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -83758.515625 Penalty: 727.480835
	Iteration 42Q: 3 clusters Score -83758.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -83761.437500 Penalty: 727.480835
	Iteration 43Q: 3 clusters Score -83761.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -83762.078125 Penalty: 727.480835
	Iteration 44Q: 3 clusters Score -83762.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -83762.632812 Penalty: 727.480835
	Iteration 45Q: 3 clusters Score -83762.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -83762.781250 Penalty: 727.480835
	Iteration 46Q: 3 clusters Score -83762.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -83762.781250 Penalty: 727.480835
	Iteration 47F: 3 clusters Score -83762.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Entering Unmasked Estep 
Score: -276124.375000 Penalty: 405.061707
	Iteration 0F: 2 clusters Score -276124.4 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 3742 members 
Entering Unmasked Estep 
Score: -271238.031250 Penalty: 810.123413
	Iteration 0F: 3 clusters Score -271238 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -273233.906250 Penalty: 810.123413
	Iteration 1F: 3 clusters Score -273233.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -273623.875000 Penalty: 810.123413
	Iteration 2F: 3 clusters Score -273623.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -274013.687500 Penalty: 810.123413
	Iteration 3F: 3 clusters Score -274013.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -274348.156250 Penalty: 810.123413
	Iteration 4F: 3 clusters Score -274348.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -274610.093750 Penalty: 810.123413
	Iteration 5F: 3 clusters Score -274610.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -274793.218750 Penalty: 810.123413
	Iteration 6F: 3 clusters Score -274793.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -274937.593750 Penalty: 810.123413
	Iteration 7Q: 3 clusters Score -274937.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -275068.875000 Penalty: 810.123413
	Iteration 8Q: 3 clusters Score -275068.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -275160.718750 Penalty: 810.123413
	Iteration 9Q: 3 clusters Score -275160.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -275208.031250 Penalty: 810.123413
	Iteration 10Q: 3 clusters Score -275208 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -275238.250000 Penalty: 810.123413
	Iteration 11Q: 3 clusters Score -275238.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -275260.437500 Penalty: 810.123413
	Iteration 12Q: 3 clusters Score -275260.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -275274.000000 Penalty: 810.123413
	Iteration 13Q: 3 clusters Score -275274 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -275281.343750 Penalty: 810.123413
	Iteration 14Q: 3 clusters Score -275281.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -275287.718750 Penalty: 810.123413
	Iteration 15Q: 3 clusters Score -275287.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -275291.375000 Penalty: 810.123413
	Iteration 16Q: 3 clusters Score -275291.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -275295.593750 Penalty: 810.123413
	Iteration 17Q: 3 clusters Score -275295.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -275302.312500 Penalty: 810.123413
	Iteration 18Q: 3 clusters Score -275302.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -275304.937500 Penalty: 810.123413
	Iteration 19Q: 3 clusters Score -275304.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -275308.218750 Penalty: 810.123413
	Iteration 20F: 3 clusters Score -275308.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -275309.906250 Penalty: 810.123413
	Iteration 21Q: 3 clusters Score -275309.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -275312.375000 Penalty: 810.123413
	Iteration 22Q: 3 clusters Score -275312.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -275315.593750 Penalty: 810.123413
	Iteration 23Q: 3 clusters Score -275315.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -275316.718750 Penalty: 810.123413
	Iteration 24Q: 3 clusters Score -275316.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -275319.250000 Penalty: 810.123413
	Iteration 25Q: 3 clusters Score -275319.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -275322.093750 Penalty: 810.123413
	Iteration 26Q: 3 clusters Score -275322.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -275326.250000 Penalty: 810.123413
	Iteration 27Q: 3 clusters Score -275326.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -275329.312500 Penalty: 810.123413
	Iteration 28Q: 3 clusters Score -275329.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -275331.468750 Penalty: 810.123413
	Iteration 29Q: 3 clusters Score -275331.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -275332.125000 Penalty: 810.123413
	Iteration 30Q: 3 clusters Score -275332.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -275332.906250 Penalty: 810.123413
	Iteration 31Q: 3 clusters Score -275332.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -275333.312500 Penalty: 810.123413
	Iteration 32Q: 3 clusters Score -275333.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -275333.687500 Penalty: 810.123413
	Iteration 33Q: 3 clusters Score -275333.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -275334.218750 Penalty: 810.123413
	Iteration 34Q: 3 clusters Score -275334.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -275334.562500 Penalty: 810.123413
	Iteration 35Q: 3 clusters Score -275334.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -275334.937500 Penalty: 810.123413
	Iteration 36Q: 3 clusters Score -275334.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -275334.718750 Penalty: 810.123413
	Iteration 37Q: 3 clusters Score -275334.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -275335.281250 Penalty: 810.123413
	Iteration 38Q: 3 clusters Score -275335.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -275335.593750 Penalty: 810.123413
	Iteration 39Q: 3 clusters Score -275335.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -275336.281250 Penalty: 810.123413
	Iteration 40F: 3 clusters Score -275336.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -275335.812500 Penalty: 810.123413
	Iteration 41Q: 3 clusters Score -275335.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -275336.156250 Penalty: 810.123413
	Iteration 42Q: 3 clusters Score -275336.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -275336.156250 Penalty: 810.123413
	Iteration 43F: 3 clusters Score -275336.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Entering Unmasked Estep 
Score: -450527.250000 Penalty: 429.336212
	Iteration 0F: 2 clusters Score -450527.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -442191.656250 Penalty: 858.672424
	Iteration 0F: 3 clusters Score -442191.7 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -445729.031250 Penalty: 858.672424
	Iteration 1F: 3 clusters Score -445729 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -446097.937500 Penalty: 858.672424
	Iteration 2F: 3 clusters Score -446097.9 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -446557.375000 Penalty: 858.672424
	Iteration 3F: 3 clusters Score -446557.4 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -447123.375000 Penalty: 858.672424
	Iteration 4F: 3 clusters Score -447123.4 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -447742.968750 Penalty: 858.672424
	Iteration 5F: 3 clusters Score -447743 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -448309.937500 Penalty: 858.672424
	Iteration 6F: 3 clusters Score -448309.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -448773.843750 Penalty: 858.672424
	Iteration 7F: 3 clusters Score -448773.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -449061.343750 Penalty: 858.672424
	Iteration 8Q: 3 clusters Score -449061.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -449234.062500 Penalty: 858.672424
	Iteration 9Q: 3 clusters Score -449234.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -449375.062500 Penalty: 858.672424
	Iteration 10Q: 3 clusters Score -449375.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -449510.406250 Penalty: 858.672424
	Iteration 11Q: 3 clusters Score -449510.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -449637.593750 Penalty: 858.672424
	Iteration 12Q: 3 clusters Score -449637.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -449764.531250 Penalty: 858.672424
	Iteration 13Q: 3 clusters Score -449764.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -449895.906250 Penalty: 858.672424
	Iteration 14Q: 3 clusters Score -449895.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -450026.031250 Penalty: 858.672424
	Iteration 15Q: 3 clusters Score -450026 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -450165.875000 Penalty: 858.672424
	Iteration 16Q: 3 clusters Score -450165.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -450275.375000 Penalty: 858.672424
	Iteration 17Q: 3 clusters Score -450275.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -450341.281250 Penalty: 858.672424
	Iteration 18Q: 3 clusters Score -450341.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -450394.250000 Penalty: 858.672424
	Iteration 19Q: 3 clusters Score -450394.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -450428.218750 Penalty: 858.672424
	Iteration 20F: 3 clusters Score -450428.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -450453.750000 Penalty: 858.672424
	Iteration 21Q: 3 clusters Score -450453.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -450465.718750 Penalty: 858.672424
	Iteration 22Q: 3 clusters Score -450465.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -450470.031250 Penalty: 858.672424
	Iteration 23Q: 3 clusters Score -450470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -450474.781250 Penalty: 858.672424
	Iteration 24Q: 3 clusters Score -450474.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -450477.343750 Penalty: 858.672424
	Iteration 25Q: 3 clusters Score -450477.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -450481.656250 Penalty: 858.672424
	Iteration 26Q: 3 clusters Score -450481.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -450485.531250 Penalty: 858.672424
	Iteration 27Q: 3 clusters Score -450485.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -450491.656250 Penalty: 858.672424
	Iteration 28Q: 3 clusters Score -450491.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -450494.750000 Penalty: 858.672424
	Iteration 29Q: 3 clusters Score -450494.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -450496.968750 Penalty: 858.672424
	Iteration 30Q: 3 clusters Score -450497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -450499.500000 Penalty: 858.672424
	Iteration 31Q: 3 clusters Score -450499.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -450500.093750 Penalty: 858.672424
	Iteration 32Q: 3 clusters Score -450500.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -450501.906250 Penalty: 858.672424
	Iteration 33Q: 3 clusters Score -450501.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -450503.281250 Penalty: 858.672424
	Iteration 34Q: 3 clusters Score -450503.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -450503.593750 Penalty: 858.672424
	Iteration 35Q: 3 clusters Score -450503.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -450503.656250 Penalty: 858.672424
	Iteration 36Q: 3 clusters Score -450503.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -450503.406250 Penalty: 858.672424
	Iteration 37Q: 3 clusters Score -450503.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -450503.406250 Penalty: 858.672424
	Iteration 38Q: 3 clusters Score -450503.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -450503.250000 Penalty: 858.672424
	Iteration 39Q: 3 clusters Score -450503.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -450502.593750 Penalty: 858.672424
	Iteration 40F: 3 clusters Score -450502.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -450503.093750 Penalty: 858.672424
	Iteration 41Q: 3 clusters Score -450503.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -450503.781250 Penalty: 858.672424
	Iteration 42Q: 3 clusters Score -450503.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -450503.781250 Penalty: 858.672424
	Iteration 43F: 3 clusters Score -450503.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Entering Unmasked Estep 
Score: -118579.218750 Penalty: 369.024414
	Iteration 0F: 2 clusters Score -118579.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -116318.671875 Penalty: 738.048828
	Iteration 0F: 3 clusters Score -116318.7 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -117352.164062 Penalty: 738.048828
	Iteration 1F: 3 clusters Score -117352.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -117522.585938 Penalty: 738.048828
	Iteration 2F: 3 clusters Score -117522.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -117685.218750 Penalty: 738.048828
	Iteration 3F: 3 clusters Score -117685.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -117811.062500 Penalty: 738.048828
	Iteration 4F: 3 clusters Score -117811.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -117876.625000 Penalty: 738.048828
	Iteration 5Q: 3 clusters Score -117876.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -117915.023438 Penalty: 738.048828
	Iteration 6Q: 3 clusters Score -117915 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -117938.468750 Penalty: 738.048828
	Iteration 7Q: 3 clusters Score -117938.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -117950.492188 Penalty: 738.048828
	Iteration 8Q: 3 clusters Score -117950.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -117961.375000 Penalty: 738.048828
	Iteration 9Q: 3 clusters Score -117961.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -117972.437500 Penalty: 738.048828
	Iteration 10Q: 3 clusters Score -117972.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -117982.859375 Penalty: 738.048828
	Iteration 11Q: 3 clusters Score -117982.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -117992.554688 Penalty: 738.048828
	Iteration 12Q: 3 clusters Score -117992.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -117999.765625 Penalty: 738.048828
	Iteration 13Q: 3 clusters Score -117999.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -118004.617188 Penalty: 738.048828
	Iteration 14Q: 3 clusters Score -118004.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -118010.320312 Penalty: 738.048828
	Iteration 15Q: 3 clusters Score -118010.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -118015.179688 Penalty: 738.048828
	Iteration 16Q: 3 clusters Score -118015.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -118017.601562 Penalty: 738.048828
	Iteration 17Q: 3 clusters Score -118017.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -118019.242188 Penalty: 738.048828
	Iteration 18Q: 3 clusters Score -118019.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -118020.898438 Penalty: 738.048828
	Iteration 19Q: 3 clusters Score -118020.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -118021.546875 Penalty: 738.048828
	Iteration 20F: 3 clusters Score -118021.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -118021.851562 Penalty: 738.048828
	Iteration 21Q: 3 clusters Score -118021.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -118022.140625 Penalty: 738.048828
	Iteration 22Q: 3 clusters Score -118022.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -118022.210938 Penalty: 738.048828
	Iteration 23Q: 3 clusters Score -118022.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -118022.789062 Penalty: 738.048828
	Iteration 24Q: 3 clusters Score -118022.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -118023.265625 Penalty: 738.048828
	Iteration 25Q: 3 clusters Score -118023.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -118024.460938 Penalty: 738.048828
	Iteration 26Q: 3 clusters Score -118024.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -118025.726562 Penalty: 738.048828
	Iteration 27Q: 3 clusters Score -118025.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -118026.742188 Penalty: 738.048828
	Iteration 28Q: 3 clusters Score -118026.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -118027.851562 Penalty: 738.048828
	Iteration 29Q: 3 clusters Score -118027.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -118031.179688 Penalty: 738.048828
	Iteration 30Q: 3 clusters Score -118031.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -118032.789062 Penalty: 738.048828
	Iteration 31Q: 3 clusters Score -118032.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -118033.960938 Penalty: 738.048828
	Iteration 32Q: 3 clusters Score -118034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -118033.968750 Penalty: 738.048828
	Iteration 33Q: 3 clusters Score -118034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -118034.570312 Penalty: 738.048828
	Iteration 34Q: 3 clusters Score -118034.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -118034.921875 Penalty: 738.048828
	Iteration 35Q: 3 clusters Score -118034.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -118035.210938 Penalty: 738.048828
	Iteration 36Q: 3 clusters Score -118035.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -118035.382812 Penalty: 738.048828
	Iteration 37Q: 3 clusters Score -118035.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -118035.617188 Penalty: 738.048828
	Iteration 38Q: 3 clusters Score -118035.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -118035.843750 Penalty: 738.048828
	Iteration 39Q: 3 clusters Score -118035.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -118035.843750 Penalty: 738.048828
	Iteration 40F: 3 clusters Score -118035.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Entering Unmasked Estep 
Score: -282585.656250 Penalty: 406.649445
	Iteration 0F: 2 clusters Score -282585.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -277570.875000 Penalty: 813.298889
	Iteration 0F: 3 clusters Score -277570.9 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -279785.156250 Penalty: 813.298889
	Iteration 1F: 3 clusters Score -279785.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -280200.218750 Penalty: 813.298889
	Iteration 2F: 3 clusters Score -280200.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -280517.406250 Penalty: 813.298889
	Iteration 3F: 3 clusters Score -280517.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -280776.625000 Penalty: 813.298889
	Iteration 4F: 3 clusters Score -280776.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -280992.593750 Penalty: 813.298889
	Iteration 5F: 3 clusters Score -280992.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -281188.968750 Penalty: 813.298889
	Iteration 6Q: 3 clusters Score -281189 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -281353.500000 Penalty: 813.298889
	Iteration 7Q: 3 clusters Score -281353.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -281507.031250 Penalty: 813.298889
	Iteration 8Q: 3 clusters Score -281507 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -281673.093750 Penalty: 813.298889
	Iteration 9Q: 3 clusters Score -281673.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -281847.750000 Penalty: 813.298889
	Iteration 10Q: 3 clusters Score -281847.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -282014.781250 Penalty: 813.298889
	Iteration 11Q: 3 clusters Score -282014.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -282157.406250 Penalty: 813.298889
	Iteration 12Q: 3 clusters Score -282157.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -282227.968750 Penalty: 813.298889
	Iteration 13Q: 3 clusters Score -282228 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -282284.656250 Penalty: 813.298889
	Iteration 14Q: 3 clusters Score -282284.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -282325.875000 Penalty: 813.298889
	Iteration 15Q: 3 clusters Score -282325.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -282352.656250 Penalty: 813.298889
	Iteration 16Q: 3 clusters Score -282352.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -282380.031250 Penalty: 813.298889
	Iteration 17Q: 3 clusters Score -282380 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -282416.937500 Penalty: 813.298889
	Iteration 18Q: 3 clusters Score -282416.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -282446.500000 Penalty: 813.298889
	Iteration 19Q: 3 clusters Score -282446.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -282481.000000 Penalty: 813.298889
	Iteration 20F: 3 clusters Score -282481 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -282503.625000 Penalty: 813.298889
	Iteration 21Q: 3 clusters Score -282503.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -282516.437500 Penalty: 813.298889
	Iteration 22Q: 3 clusters Score -282516.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -282526.218750 Penalty: 813.298889
	Iteration 23Q: 3 clusters Score -282526.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -282532.375000 Penalty: 813.298889
	Iteration 24Q: 3 clusters Score -282532.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -282536.312500 Penalty: 813.298889
	Iteration 25Q: 3 clusters Score -282536.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -282538.562500 Penalty: 813.298889
	Iteration 26Q: 3 clusters Score -282538.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -282541.125000 Penalty: 813.298889
	Iteration 27Q: 3 clusters Score -282541.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -282542.687500 Penalty: 813.298889
	Iteration 28Q: 3 clusters Score -282542.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -282543.468750 Penalty: 813.298889
	Iteration 29Q: 3 clusters Score -282543.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -282543.843750 Penalty: 813.298889
	Iteration 30Q: 3 clusters Score -282543.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -282544.687500 Penalty: 813.298889
	Iteration 31Q: 3 clusters Score -282544.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -282546.187500 Penalty: 813.298889
	Iteration 32Q: 3 clusters Score -282546.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -282546.531250 Penalty: 813.298889
	Iteration 33Q: 3 clusters Score -282546.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -282546.843750 Penalty: 813.298889
	Iteration 34Q: 3 clusters Score -282546.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -282547.531250 Penalty: 813.298889
	Iteration 35Q: 3 clusters Score -282547.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -282549.125000 Penalty: 813.298889
	Iteration 36Q: 3 clusters Score -282549.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -282550.656250 Penalty: 813.298889
	Iteration 37Q: 3 clusters Score -282550.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -282551.906250 Penalty: 813.298889
	Iteration 38Q: 3 clusters Score -282551.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -282552.656250 Penalty: 813.298889
	Iteration 39Q: 3 clusters Score -282552.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -282554.125000 Penalty: 813.298889
	Iteration 40F: 3 clusters Score -282554.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -282554.593750 Penalty: 813.298889
	Iteration 41Q: 3 clusters Score -282554.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -282555.281250 Penalty: 813.298889
	Iteration 42Q: 3 clusters Score -282555.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -282556.062500 Penalty: 813.298889
	Iteration 43Q: 3 clusters Score -282556.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -282556.250000 Penalty: 813.298889
	Iteration 44Q: 3 clusters Score -282556.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -282556.968750 Penalty: 813.298889
	Iteration 45Q: 3 clusters Score -282557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -282557.468750 Penalty: 813.298889
	Iteration 46Q: 3 clusters Score -282557.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -282557.562500 Penalty: 813.298889
	Iteration 47Q: 3 clusters Score -282557.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -282557.562500 Penalty: 813.298889
	Iteration 48Q: 3 clusters Score -282557.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -282557.531250 Penalty: 813.298889
	Iteration 49Q: 3 clusters Score -282557.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -282559.031250 Penalty: 813.298889
	Iteration 50Q: 3 clusters Score -282559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -282559.031250 Penalty: 813.298889
	Iteration 51F: 3 clusters Score -282559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Entering Unmasked Estep 
Score: -431685.250000 Penalty: 425.508728
	Iteration 0F: 2 clusters Score -431685.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -423989.968750 Penalty: 851.017456
	Iteration 0F: 3 clusters Score -423990 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -426996.000000 Penalty: 851.017456
	Iteration 1F: 3 clusters Score -426996 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -427178.593750 Penalty: 851.017456
	Iteration 2Q: 3 clusters Score -427178.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -427353.218750 Penalty: 851.017456
	Iteration 3Q: 3 clusters Score -427353.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -427535.875000 Penalty: 851.017456
	Iteration 4Q: 3 clusters Score -427535.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -427747.468750 Penalty: 851.017456
	Iteration 5Q: 3 clusters Score -427747.5 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -428043.187500 Penalty: 851.017456
	Iteration 6Q: 3 clusters Score -428043.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -428369.687500 Penalty: 851.017456
	Iteration 7F: 3 clusters Score -428369.7 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -428699.687500 Penalty: 851.017456
	Iteration 8Q: 3 clusters Score -428699.7 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -429020.218750 Penalty: 851.017456
	Iteration 9Q: 3 clusters Score -429020.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -429324.468750 Penalty: 851.017456
	Iteration 10Q: 3 clusters Score -429324.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -429602.062500 Penalty: 851.017456
	Iteration 11Q: 3 clusters Score -429602.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -429782.250000 Penalty: 851.017456
	Iteration 12Q: 3 clusters Score -429782.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -429880.031250 Penalty: 851.017456
	Iteration 13Q: 3 clusters Score -429880 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -429949.687500 Penalty: 851.017456
	Iteration 14Q: 3 clusters Score -429949.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -430009.125000 Penalty: 851.017456
	Iteration 15Q: 3 clusters Score -430009.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -430053.781250 Penalty: 851.017456
	Iteration 16Q: 3 clusters Score -430053.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -430102.718750 Penalty: 851.017456
	Iteration 17Q: 3 clusters Score -430102.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -430166.812500 Penalty: 851.017456
	Iteration 18Q: 3 clusters Score -430166.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -430249.750000 Penalty: 851.017456
	Iteration 19Q: 3 clusters Score -430249.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -430358.562500 Penalty: 851.017456
	Iteration 20F: 3 clusters Score -430358.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -430491.531250 Penalty: 851.017456
	Iteration 21Q: 3 clusters Score -430491.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -430604.062500 Penalty: 851.017456
	Iteration 22Q: 3 clusters Score -430604.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -430701.375000 Penalty: 851.017456
	Iteration 23Q: 3 clusters Score -430701.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -430782.093750 Penalty: 851.017456
	Iteration 24Q: 3 clusters Score -430782.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -430858.656250 Penalty: 851.017456
	Iteration 25Q: 3 clusters Score -430858.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -430930.968750 Penalty: 851.017456
	Iteration 26Q: 3 clusters Score -430931 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -430988.718750 Penalty: 851.017456
	Iteration 27Q: 3 clusters Score -430988.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -431039.781250 Penalty: 851.017456
	Iteration 28Q: 3 clusters Score -431039.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -431081.687500 Penalty: 851.017456
	Iteration 29Q: 3 clusters Score -431081.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -431118.250000 Penalty: 851.017456
	Iteration 30Q: 3 clusters Score -431118.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -431145.750000 Penalty: 851.017456
	Iteration 31Q: 3 clusters Score -431145.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -431170.531250 Penalty: 851.017456
	Iteration 32Q: 3 clusters Score -431170.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -431186.000000 Penalty: 851.017456
	Iteration 33Q: 3 clusters Score -431186 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -431195.375000 Penalty: 851.017456
	Iteration 34Q: 3 clusters Score -431195.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -431206.468750 Penalty: 851.017456
	Iteration 35Q: 3 clusters Score -431206.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -431215.937500 Penalty: 851.017456
	Iteration 36Q: 3 clusters Score -431215.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -431225.656250 Penalty: 851.017456
	Iteration 37Q: 3 clusters Score -431225.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -431237.468750 Penalty: 851.017456
	Iteration 38Q: 3 clusters Score -431237.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -431247.750000 Penalty: 851.017456
	Iteration 39Q: 3 clusters Score -431247.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -431256.906250 Penalty: 851.017456
	Iteration 40F: 3 clusters Score -431256.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -431264.437500 Penalty: 851.017456
	Iteration 41Q: 3 clusters Score -431264.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -431276.593750 Penalty: 851.017456
	Iteration 42Q: 3 clusters Score -431276.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -431283.406250 Penalty: 851.017456
	Iteration 43Q: 3 clusters Score -431283.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -431291.156250 Penalty: 851.017456
	Iteration 44Q: 3 clusters Score -431291.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -431297.156250 Penalty: 851.017456
	Iteration 45Q: 3 clusters Score -431297.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -431301.531250 Penalty: 851.017456
	Iteration 46Q: 3 clusters Score -431301.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -431303.906250 Penalty: 851.017456
	Iteration 47Q: 3 clusters Score -431303.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -431307.093750 Penalty: 851.017456
	Iteration 48Q: 3 clusters Score -431307.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -431311.031250 Penalty: 851.017456
	Iteration 49Q: 3 clusters Score -431311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -431314.312500 Penalty: 851.017456
	Iteration 50Q: 3 clusters Score -431314.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -431317.718750 Penalty: 851.017456
	Iteration 51Q: 3 clusters Score -431317.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -431321.625000 Penalty: 851.017456
	Iteration 52Q: 3 clusters Score -431321.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -431325.437500 Penalty: 851.017456
	Iteration 53Q: 3 clusters Score -431325.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -431327.593750 Penalty: 851.017456
	Iteration 54Q: 3 clusters Score -431327.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -431331.562500 Penalty: 851.017456
	Iteration 55Q: 3 clusters Score -431331.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -431333.562500 Penalty: 851.017456
	Iteration 56Q: 3 clusters Score -431333.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -431337.687500 Penalty: 851.017456
	Iteration 57Q: 3 clusters Score -431337.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -431341.468750 Penalty: 851.017456
	Iteration 58Q: 3 clusters Score -431341.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -431345.062500 Penalty: 851.017456
	Iteration 59Q: 3 clusters Score -431345.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -431349.093750 Penalty: 851.017456
	Iteration 60F: 3 clusters Score -431349.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -431355.156250 Penalty: 851.017456
	Iteration 61Q: 3 clusters Score -431355.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -431363.125000 Penalty: 851.017456
	Iteration 62Q: 3 clusters Score -431363.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -431369.312500 Penalty: 851.017456
	Iteration 63Q: 3 clusters Score -431369.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -431373.187500 Penalty: 851.017456
	Iteration 64Q: 3 clusters Score -431373.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -431377.250000 Penalty: 851.017456
	Iteration 65Q: 3 clusters Score -431377.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -431380.062500 Penalty: 851.017456
	Iteration 66Q: 3 clusters Score -431380.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -431382.781250 Penalty: 851.017456
	Iteration 67Q: 3 clusters Score -431382.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -431382.843750 Penalty: 851.017456
	Iteration 68Q: 3 clusters Score -431382.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -431383.343750 Penalty: 851.017456
	Iteration 69Q: 3 clusters Score -431383.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -431384.125000 Penalty: 851.017456
	Iteration 70Q: 3 clusters Score -431384.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -431383.625000 Penalty: 851.017456
	Iteration 71Q: 3 clusters Score -431383.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -431384.656250 Penalty: 851.017456
	Iteration 72Q: 3 clusters Score -431384.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -431384.687500 Penalty: 851.017456
	Iteration 73Q: 3 clusters Score -431384.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -431384.687500 Penalty: 851.017456
	Iteration 74Q: 3 clusters Score -431384.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -431384.468750 Penalty: 851.017456
	Iteration 75Q: 3 clusters Score -431384.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -431385.656250 Penalty: 851.017456
	Iteration 76Q: 3 clusters Score -431385.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -431386.937500 Penalty: 851.017456
	Iteration 77Q: 3 clusters Score -431386.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -431387.125000 Penalty: 851.017456
	Iteration 78Q: 3 clusters Score -431387.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -431387.000000 Penalty: 851.017456
	Iteration 79Q: 3 clusters Score -431387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -431386.968750 Penalty: 851.017456
	Iteration 80F: 3 clusters Score -431387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -431386.968750 Penalty: 851.017456
	Iteration 81Q: 3 clusters Score -431387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -431387.031250 Penalty: 851.017456
	Iteration 82Q: 3 clusters Score -431387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -431387.031250 Penalty: 851.017456
	Iteration 83F: 3 clusters Score -431387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Entering Unmasked Estep 
Score: -70391.648438 Penalty: 344.689087
	Iteration 0F: 2 clusters Score -70391.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -69012.437500 Penalty: 689.378174
	Iteration 0F: 3 clusters Score -69012.44 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -69526.218750 Penalty: 689.378174
	Iteration 1F: 3 clusters Score -69526.22 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -69656.718750 Penalty: 689.378174
	Iteration 2F: 3 clusters Score -69656.72 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -69794.804688 Penalty: 689.378174
	Iteration 3F: 3 clusters Score -69794.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -69889.898438 Penalty: 689.378174
	Iteration 4F: 3 clusters Score -69889.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -69980.703125 Penalty: 689.378174
	Iteration 5F: 3 clusters Score -69980.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -70045.710938 Penalty: 689.378174
	Iteration 6Q: 3 clusters Score -70045.71 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -70085.718750 Penalty: 689.378174
	Iteration 7Q: 3 clusters Score -70085.72 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -70114.203125 Penalty: 689.378174
	Iteration 8Q: 3 clusters Score -70114.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -70136.398438 Penalty: 689.378174
	Iteration 9Q: 3 clusters Score -70136.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -70150.992188 Penalty: 689.378174
	Iteration 10Q: 3 clusters Score -70150.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -70160.750000 Penalty: 689.378174
	Iteration 11Q: 3 clusters Score -70160.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -70164.945312 Penalty: 689.378174
	Iteration 12Q: 3 clusters Score -70164.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -70171.632812 Penalty: 689.378174
	Iteration 13Q: 3 clusters Score -70171.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -70175.820312 Penalty: 689.378174
	Iteration 14Q: 3 clusters Score -70175.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -70178.882812 Penalty: 689.378174
	Iteration 15Q: 3 clusters Score -70178.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -70181.179688 Penalty: 689.378174
	Iteration 16Q: 3 clusters Score -70181.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -70183.187500 Penalty: 689.378174
	Iteration 17Q: 3 clusters Score -70183.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -70184.203125 Penalty: 689.378174
	Iteration 18Q: 3 clusters Score -70184.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -70184.843750 Penalty: 689.378174
	Iteration 19Q: 3 clusters Score -70184.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -70185.093750 Penalty: 689.378174
	Iteration 20F: 3 clusters Score -70185.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -70185.296875 Penalty: 689.378174
	Iteration 21Q: 3 clusters Score -70185.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -70185.335938 Penalty: 689.378174
	Iteration 22Q: 3 clusters Score -70185.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -70185.335938 Penalty: 689.378174
	Iteration 23F: 3 clusters Score -70185.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -79792.960938 Penalty: 349.300629
	Iteration 0F: 2 clusters Score -79792.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -78274.945312 Penalty: 698.601257
	Iteration 0F: 3 clusters Score -78274.95 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -78727.421875 Penalty: 698.601257
	Iteration 1F: 3 clusters Score -78727.42 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -78777.546875 Penalty: 698.601257
	Iteration 2F: 3 clusters Score -78777.55 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -78816.593750 Penalty: 698.601257
	Iteration 3Q: 3 clusters Score -78816.59 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -78870.515625 Penalty: 698.601257
	Iteration 4Q: 3 clusters Score -78870.52 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -78939.648438 Penalty: 698.601257
	Iteration 5Q: 3 clusters Score -78939.65 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -79009.171875 Penalty: 698.601257
	Iteration 6F: 3 clusters Score -79009.17 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -79068.468750 Penalty: 698.601257
	Iteration 7Q: 3 clusters Score -79068.47 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -79142.570312 Penalty: 698.601257
	Iteration 8Q: 3 clusters Score -79142.57 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -79241.812500 Penalty: 698.601257
	Iteration 9Q: 3 clusters Score -79241.81 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -79332.710938 Penalty: 698.601257
	Iteration 10Q: 3 clusters Score -79332.71 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -79399.000000 Penalty: 698.601257
	Iteration 11Q: 3 clusters Score -79399 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -79454.312500 Penalty: 698.601257
	Iteration 12Q: 3 clusters Score -79454.31 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -79476.460938 Penalty: 698.601257
	Iteration 13Q: 3 clusters Score -79476.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -79493.382812 Penalty: 698.601257
	Iteration 14Q: 3 clusters Score -79493.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -79506.796875 Penalty: 698.601257
	Iteration 15Q: 3 clusters Score -79506.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -79510.312500 Penalty: 698.601257
	Iteration 16Q: 3 clusters Score -79510.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -79511.445312 Penalty: 698.601257
	Iteration 17Q: 3 clusters Score -79511.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -79512.656250 Penalty: 698.601257
	Iteration 18Q: 3 clusters Score -79512.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -79513.945312 Penalty: 698.601257
	Iteration 19Q: 3 clusters Score -79513.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -79514.562500 Penalty: 698.601257
	Iteration 20F: 3 clusters Score -79514.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -79514.750000 Penalty: 698.601257
	Iteration 21Q: 3 clusters Score -79514.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -79514.726562 Penalty: 698.601257
	Iteration 22Q: 3 clusters Score -79514.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -79514.765625 Penalty: 698.601257
	Iteration 23Q: 3 clusters Score -79514.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -79514.765625 Penalty: 698.601257
	Iteration 24F: 3 clusters Score -79514.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (105973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105973 members 
Entering Unmasked Estep 
Score: -4084328.250000 Penalty: 526.477783
	Iteration 0F: 2 clusters Score -4084328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -4012515.500000 Penalty: 1052.955566
	Iteration 0F: 3 clusters Score -4012516 nChanged 52006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 58226 members 
Entering Unmasked Estep 
Score: -4045544.500000 Penalty: 1052.955566
	Iteration 1F: 3 clusters Score -4045544 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 61582 members 
Entering Unmasked Estep 
Score: -4048245.250000 Penalty: 1052.955566
	Iteration 2F: 3 clusters Score -4048245 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 65675 members 
Entering Unmasked Estep 
Score: -4051455.750000 Penalty: 1052.955566
	Iteration 3F: 3 clusters Score -4051456 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 70393 members 
Entering Unmasked Estep 
Score: -4055316.000000 Penalty: 1052.955566
	Iteration 4F: 3 clusters Score -4055316 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 75758 members 
Entering Unmasked Estep 
Score: -4059758.750000 Penalty: 1052.955566
	Iteration 5F: 3 clusters Score -4059759 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 81585 members 
Entering Unmasked Estep 
Score: -4064660.500000 Penalty: 1052.955566
	Iteration 6F: 3 clusters Score -4064660 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 87090 members 
Entering Unmasked Estep 
Score: -4069384.250000 Penalty: 1052.955566
	Iteration 7F: 3 clusters Score -4069384 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 91802 members 
Entering Unmasked Estep 
Score: -4073566.250000 Penalty: 1052.955566
	Iteration 8Q: 3 clusters Score -4073566 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 95296 members 
Entering Unmasked Estep 
Score: -4076772.250000 Penalty: 1052.955566
	Iteration 9Q: 3 clusters Score -4076772 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 97609 members 
Entering Unmasked Estep 
Score: -4078991.250000 Penalty: 1052.955566
	Iteration 10Q: 3 clusters Score -4078991 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 98924 members 
Entering Unmasked Estep 
Score: -4080465.750000 Penalty: 1052.955566
	Iteration 11Q: 3 clusters Score -4080466 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 99724 members 
Entering Unmasked Estep 
Score: -4081469.750000 Penalty: 1052.955566
	Iteration 12Q: 3 clusters Score -4081470 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 100255 members 
Entering Unmasked Estep 
Score: -4082063.000000 Penalty: 1052.955566
	Iteration 13Q: 3 clusters Score -4082063 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 100659 members 
Entering Unmasked Estep 
Score: -4082383.250000 Penalty: 1052.955566
	Iteration 14Q: 3 clusters Score -4082383 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 101019 members 
Entering Unmasked Estep 
Score: -4082648.500000 Penalty: 1052.955566
	Iteration 15Q: 3 clusters Score -4082648 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 101357 members 
Entering Unmasked Estep 
Score: -4082845.250000 Penalty: 1052.955566
	Iteration 16Q: 3 clusters Score -4082845 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 101673 members 
Entering Unmasked Estep 
Score: -4083003.750000 Penalty: 1052.955566
	Iteration 17Q: 3 clusters Score -4083004 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 101956 members 
Entering Unmasked Estep 
Score: -4083169.500000 Penalty: 1052.955566
	Iteration 18Q: 3 clusters Score -4083170 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 102197 members 
Entering Unmasked Estep 
Score: -4083274.500000 Penalty: 1052.955566
	Iteration 19Q: 3 clusters Score -4083274 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 102404 members 
Entering Unmasked Estep 
Score: -4083367.750000 Penalty: 1052.955566
	Iteration 20F: 3 clusters Score -4083368 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 102596 members 
Entering Unmasked Estep 
Score: -4083436.750000 Penalty: 1052.955566
	Iteration 21Q: 3 clusters Score -4083437 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 102765 members 
Entering Unmasked Estep 
Score: -4083479.750000 Penalty: 1052.955566
	Iteration 22Q: 3 clusters Score -4083480 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 102905 members 
Entering Unmasked Estep 
Score: -4083553.000000 Penalty: 1052.955566
	Iteration 23Q: 3 clusters Score -4083553 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 103058 members 
Entering Unmasked Estep 
Score: -4083605.750000 Penalty: 1052.955566
	Iteration 24Q: 3 clusters Score -4083606 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 103190 members 
Entering Unmasked Estep 
Score: -4083637.500000 Penalty: 1052.955566
	Iteration 25Q: 3 clusters Score -4083638 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 103299 members 
Entering Unmasked Estep 
Score: -4083664.000000 Penalty: 1052.955566
	Iteration 26Q: 3 clusters Score -4083664 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 103399 members 
Entering Unmasked Estep 
Score: -4083687.750000 Penalty: 1052.955566
	Iteration 27Q: 3 clusters Score -4083688 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 103482 members 
Entering Unmasked Estep 
Score: -4083723.000000 Penalty: 1052.955566
	Iteration 28Q: 3 clusters Score -4083723 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 103566 members 
Entering Unmasked Estep 
Score: -4083745.000000 Penalty: 1052.955566
	Iteration 29Q: 3 clusters Score -4083745 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 103636 members 
Entering Unmasked Estep 
Score: -4083764.500000 Penalty: 1052.955566
	Iteration 30Q: 3 clusters Score -4083764 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 103703 members 
Entering Unmasked Estep 
Score: -4083778.000000 Penalty: 1052.955566
	Iteration 31Q: 3 clusters Score -4083778 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 103780 members 
Entering Unmasked Estep 
Score: -4083801.750000 Penalty: 1052.955566
	Iteration 32Q: 3 clusters Score -4083802 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 103845 members 
Entering Unmasked Estep 
Score: -4083806.500000 Penalty: 1052.955566
	Iteration 33Q: 3 clusters Score -4083806 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 103918 members 
Entering Unmasked Estep 
Score: -4083824.250000 Penalty: 1052.955566
	Iteration 34Q: 3 clusters Score -4083824 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 103978 members 
Entering Unmasked Estep 
Score: -4083833.000000 Penalty: 1052.955566
	Iteration 35Q: 3 clusters Score -4083833 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 104036 members 
Entering Unmasked Estep 
Score: -4083840.750000 Penalty: 1052.955566
	Iteration 36Q: 3 clusters Score -4083841 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 104081 members 
Entering Unmasked Estep 
Score: -4083842.000000 Penalty: 1052.955566
	Iteration 37Q: 3 clusters Score -4083842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 104118 members 
Entering Unmasked Estep 
Score: -4083857.500000 Penalty: 1052.955566
	Iteration 38Q: 3 clusters Score -4083858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 104156 members 
Entering Unmasked Estep 
Score: -4083858.250000 Penalty: 1052.955566
	Iteration 39Q: 3 clusters Score -4083858 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 104195 members 
Entering Unmasked Estep 
Score: -4083861.500000 Penalty: 1052.955566
	Iteration 40F: 3 clusters Score -4083862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 104232 members 
Entering Unmasked Estep 
Score: -4083864.250000 Penalty: 1052.955566
	Iteration 41Q: 3 clusters Score -4083864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 104270 members 
Entering Unmasked Estep 
Score: -4083877.250000 Penalty: 1052.955566
	Iteration 42Q: 3 clusters Score -4083877 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 104308 members 
Entering Unmasked Estep 
Score: -4083889.250000 Penalty: 1052.955566
	Iteration 43Q: 3 clusters Score -4083889 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 104343 members 
Entering Unmasked Estep 
Score: -4083907.000000 Penalty: 1052.955566
	Iteration 44Q: 3 clusters Score -4083907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 104374 members 
Entering Unmasked Estep 
Score: -4083919.500000 Penalty: 1052.955566
	Iteration 45Q: 3 clusters Score -4083920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 104402 members 
Entering Unmasked Estep 
Score: -4083930.750000 Penalty: 1052.955566
	Iteration 46Q: 3 clusters Score -4083931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 104429 members 
Entering Unmasked Estep 
Score: -4083926.500000 Penalty: 1052.955566
	Iteration 47Q: 3 clusters Score -4083926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 104447 members 
Entering Unmasked Estep 
Score: -4083932.000000 Penalty: 1052.955566
	Iteration 48Q: 3 clusters Score -4083932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 104467 members 
Entering Unmasked Estep 
Score: -4083936.500000 Penalty: 1052.955566
	Iteration 49Q: 3 clusters Score -4083936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 104493 members 
Entering Unmasked Estep 
Score: -4083944.500000 Penalty: 1052.955566
	Iteration 50Q: 3 clusters Score -4083944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 104518 members 
Entering Unmasked Estep 
Score: -4083948.000000 Penalty: 1052.955566
	Iteration 51Q: 3 clusters Score -4083948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 104541 members 
Entering Unmasked Estep 
Score: -4083947.250000 Penalty: 1052.955566
	Iteration 52Q: 3 clusters Score -4083947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 104557 members 
Entering Unmasked Estep 
Score: -4083947.000000 Penalty: 1052.955566
	Iteration 53Q: 3 clusters Score -4083947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 104572 members 
Entering Unmasked Estep 
Score: -4083944.750000 Penalty: 1052.955566
	Iteration 54Q: 3 clusters Score -4083945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 104582 members 
Entering Unmasked Estep 
Score: -4083945.000000 Penalty: 1052.955566
	Iteration 55Q: 3 clusters Score -4083945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 104587 members 
Entering Unmasked Estep 
Score: -4083948.000000 Penalty: 1052.955566
	Iteration 56Q: 3 clusters Score -4083948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 104593 members 
Entering Unmasked Estep 
Score: -4083948.750000 Penalty: 1052.955566
	Iteration 57Q: 3 clusters Score -4083949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 104600 members 
Entering Unmasked Estep 
Score: -4083954.750000 Penalty: 1052.955566
	Iteration 58Q: 3 clusters Score -4083955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 104608 members 
Entering Unmasked Estep 
Score: -4083953.500000 Penalty: 1052.955566
	Iteration 59Q: 3 clusters Score -4083954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 104617 members 
Entering Unmasked Estep 
Score: -4083949.250000 Penalty: 1052.955566
	Iteration 60F: 3 clusters Score -4083949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 104624 members 
Entering Unmasked Estep 
Score: -4083945.250000 Penalty: 1052.955566
	Iteration 61Q: 3 clusters Score -4083945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 104632 members 
Entering Unmasked Estep 
Score: -4083941.750000 Penalty: 1052.955566
	Iteration 62Q: 3 clusters Score -4083942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 104641 members 
Entering Unmasked Estep 
Score: -4083938.750000 Penalty: 1052.955566
	Iteration 63Q: 3 clusters Score -4083939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 104650 members 
Entering Unmasked Estep 
Score: -4083941.500000 Penalty: 1052.955566
	Iteration 64Q: 3 clusters Score -4083942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 104657 members 
Entering Unmasked Estep 
Score: -4083938.750000 Penalty: 1052.955566
	Iteration 65Q: 3 clusters Score -4083939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 104663 members 
Entering Unmasked Estep 
Score: -4083939.500000 Penalty: 1052.955566
	Iteration 66Q: 3 clusters Score -4083940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 104667 members 
Entering Unmasked Estep 
Score: -4083939.750000 Penalty: 1052.955566
	Iteration 67Q: 3 clusters Score -4083940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 104673 members 
Entering Unmasked Estep 
Score: -4083941.000000 Penalty: 1052.955566
	Iteration 68Q: 3 clusters Score -4083941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 104683 members 
Entering Unmasked Estep 
Score: -4083940.500000 Penalty: 1052.955566
	Iteration 69Q: 3 clusters Score -4083940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 104691 members 
Entering Unmasked Estep 
Score: -4083937.750000 Penalty: 1052.955566
	Iteration 70Q: 3 clusters Score -4083938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 104696 members 
Entering Unmasked Estep 
Score: -4083936.500000 Penalty: 1052.955566
	Iteration 71Q: 3 clusters Score -4083936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 104699 members 
Entering Unmasked Estep 
Score: -4083936.750000 Penalty: 1052.955566
	Iteration 72Q: 3 clusters Score -4083937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 104702 members 
Entering Unmasked Estep 
Score: -4083936.000000 Penalty: 1052.955566
	Iteration 73Q: 3 clusters Score -4083936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 104702 members 
Entering Unmasked Estep 
Score: -4083936.000000 Penalty: 1052.955566
	Iteration 74F: 3 clusters Score -4083936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Entering Unmasked Estep 
Score: -29854.353516 Penalty: 307.175110
	Iteration 0F: 2 clusters Score -29854.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -29134.119141 Penalty: 614.350220
	Iteration 0F: 3 clusters Score -29134.12 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -29315.478516 Penalty: 614.350220
	Iteration 1F: 3 clusters Score -29315.48 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -29365.687500 Penalty: 614.350220
	Iteration 2F: 3 clusters Score -29365.69 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -29391.548828 Penalty: 614.350220
	Iteration 3Q: 3 clusters Score -29391.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -29412.382812 Penalty: 614.350220
	Iteration 4Q: 3 clusters Score -29412.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -29431.105469 Penalty: 614.350220
	Iteration 5Q: 3 clusters Score -29431.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -29451.802734 Penalty: 614.350220
	Iteration 6Q: 3 clusters Score -29451.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -29463.394531 Penalty: 614.350220
	Iteration 7Q: 3 clusters Score -29463.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -29468.814453 Penalty: 614.350220
	Iteration 8Q: 3 clusters Score -29468.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -29474.753906 Penalty: 614.350220
	Iteration 9Q: 3 clusters Score -29474.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -29483.785156 Penalty: 614.350220
	Iteration 10Q: 3 clusters Score -29483.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -29490.492188 Penalty: 614.350220
	Iteration 11Q: 3 clusters Score -29490.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -29495.373047 Penalty: 614.350220
	Iteration 12Q: 3 clusters Score -29495.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -29500.785156 Penalty: 614.350220
	Iteration 13Q: 3 clusters Score -29500.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -29504.087891 Penalty: 614.350220
	Iteration 14Q: 3 clusters Score -29504.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -29505.298828 Penalty: 614.350220
	Iteration 15Q: 3 clusters Score -29505.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -29506.828125 Penalty: 614.350220
	Iteration 16Q: 3 clusters Score -29506.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -29508.167969 Penalty: 614.350220
	Iteration 17Q: 3 clusters Score -29508.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -29509.230469 Penalty: 614.350220
	Iteration 18Q: 3 clusters Score -29509.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -29511.382812 Penalty: 614.350220
	Iteration 19Q: 3 clusters Score -29511.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -29513.796875 Penalty: 614.350220
	Iteration 20F: 3 clusters Score -29513.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -29514.757812 Penalty: 614.350220
	Iteration 21Q: 3 clusters Score -29514.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -29515.488281 Penalty: 614.350220
	Iteration 22Q: 3 clusters Score -29515.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -29515.488281 Penalty: 614.350220
	Iteration 23F: 3 clusters Score -29515.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Entering Unmasked Estep 
Score: -396088.343750 Penalty: 422.567993
	Iteration 0F: 2 clusters Score -396088.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -388879.562500 Penalty: 845.135986
	Iteration 0F: 3 clusters Score -388879.6 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -392250.000000 Penalty: 845.135986
	Iteration 1F: 3 clusters Score -392250 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -393079.500000 Penalty: 845.135986
	Iteration 2F: 3 clusters Score -393079.5 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -393981.468750 Penalty: 845.135986
	Iteration 3F: 3 clusters Score -393981.5 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -394604.625000 Penalty: 845.135986
	Iteration 4F: 3 clusters Score -394604.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -394946.625000 Penalty: 845.135986
	Iteration 5Q: 3 clusters Score -394946.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -395146.062500 Penalty: 845.135986
	Iteration 6Q: 3 clusters Score -395146.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -395286.750000 Penalty: 845.135986
	Iteration 7Q: 3 clusters Score -395286.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -395377.750000 Penalty: 845.135986
	Iteration 8Q: 3 clusters Score -395377.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -395475.625000 Penalty: 845.135986
	Iteration 9Q: 3 clusters Score -395475.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -395557.062500 Penalty: 845.135986
	Iteration 10Q: 3 clusters Score -395557.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -395620.375000 Penalty: 845.135986
	Iteration 11Q: 3 clusters Score -395620.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -395674.218750 Penalty: 845.135986
	Iteration 12Q: 3 clusters Score -395674.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -395720.843750 Penalty: 845.135986
	Iteration 13Q: 3 clusters Score -395720.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -395763.781250 Penalty: 845.135986
	Iteration 14Q: 3 clusters Score -395763.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -395808.750000 Penalty: 845.135986
	Iteration 15Q: 3 clusters Score -395808.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -395842.593750 Penalty: 845.135986
	Iteration 16Q: 3 clusters Score -395842.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -395878.625000 Penalty: 845.135986
	Iteration 17Q: 3 clusters Score -395878.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -395907.562500 Penalty: 845.135986
	Iteration 18Q: 3 clusters Score -395907.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -395928.843750 Penalty: 845.135986
	Iteration 19Q: 3 clusters Score -395928.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -395951.156250 Penalty: 845.135986
	Iteration 20F: 3 clusters Score -395951.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -395967.156250 Penalty: 845.135986
	Iteration 21Q: 3 clusters Score -395967.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -395981.187500 Penalty: 845.135986
	Iteration 22Q: 3 clusters Score -395981.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -395991.843750 Penalty: 845.135986
	Iteration 23Q: 3 clusters Score -395991.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -396000.562500 Penalty: 845.135986
	Iteration 24Q: 3 clusters Score -396000.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -396012.281250 Penalty: 845.135986
	Iteration 25Q: 3 clusters Score -396012.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -396029.125000 Penalty: 845.135986
	Iteration 26Q: 3 clusters Score -396029.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -396043.687500 Penalty: 845.135986
	Iteration 27Q: 3 clusters Score -396043.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -396057.781250 Penalty: 845.135986
	Iteration 28Q: 3 clusters Score -396057.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -396067.968750 Penalty: 845.135986
	Iteration 29Q: 3 clusters Score -396068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -396071.156250 Penalty: 845.135986
	Iteration 30Q: 3 clusters Score -396071.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -396071.468750 Penalty: 845.135986
	Iteration 31Q: 3 clusters Score -396071.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -396073.843750 Penalty: 845.135986
	Iteration 32Q: 3 clusters Score -396073.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -396074.625000 Penalty: 845.135986
	Iteration 33Q: 3 clusters Score -396074.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -396075.875000 Penalty: 845.135986
	Iteration 34Q: 3 clusters Score -396075.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -396077.125000 Penalty: 845.135986
	Iteration 35Q: 3 clusters Score -396077.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -396078.687500 Penalty: 845.135986
	Iteration 36Q: 3 clusters Score -396078.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -396078.906250 Penalty: 845.135986
	Iteration 37Q: 3 clusters Score -396078.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -396079.156250 Penalty: 845.135986
	Iteration 38Q: 3 clusters Score -396079.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -396080.156250 Penalty: 845.135986
	Iteration 39Q: 3 clusters Score -396080.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -396080.437500 Penalty: 845.135986
	Iteration 40F: 3 clusters Score -396080.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -396080.656250 Penalty: 845.135986
	Iteration 41Q: 3 clusters Score -396080.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -396080.656250 Penalty: 845.135986
	Iteration 42F: 3 clusters Score -396080.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Entering Unmasked Estep 
Score: -106859.031250 Penalty: 363.075500
	Iteration 0F: 2 clusters Score -106859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -104857.867188 Penalty: 726.151001
	Iteration 0F: 3 clusters Score -104857.9 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -105610.968750 Penalty: 726.151001
	Iteration 1F: 3 clusters Score -105611 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -105846.140625 Penalty: 726.151001
	Iteration 2F: 3 clusters Score -105846.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -106055.765625 Penalty: 726.151001
	Iteration 3F: 3 clusters Score -106055.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -106228.320312 Penalty: 726.151001
	Iteration 4F: 3 clusters Score -106228.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -106365.023438 Penalty: 726.151001
	Iteration 5F: 3 clusters Score -106365 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -106454.960938 Penalty: 726.151001
	Iteration 6Q: 3 clusters Score -106455 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -106510.585938 Penalty: 726.151001
	Iteration 7Q: 3 clusters Score -106510.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -106551.765625 Penalty: 726.151001
	Iteration 8Q: 3 clusters Score -106551.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -106584.890625 Penalty: 726.151001
	Iteration 9Q: 3 clusters Score -106584.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -106617.546875 Penalty: 726.151001
	Iteration 10Q: 3 clusters Score -106617.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -106644.179688 Penalty: 726.151001
	Iteration 11Q: 3 clusters Score -106644.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -106668.328125 Penalty: 726.151001
	Iteration 12Q: 3 clusters Score -106668.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -106687.289062 Penalty: 726.151001
	Iteration 13Q: 3 clusters Score -106687.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -106704.937500 Penalty: 726.151001
	Iteration 14Q: 3 clusters Score -106704.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -106718.312500 Penalty: 726.151001
	Iteration 15Q: 3 clusters Score -106718.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -106735.554688 Penalty: 726.151001
	Iteration 16Q: 3 clusters Score -106735.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -106746.273438 Penalty: 726.151001
	Iteration 17Q: 3 clusters Score -106746.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -106754.750000 Penalty: 726.151001
	Iteration 18Q: 3 clusters Score -106754.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -106761.500000 Penalty: 726.151001
	Iteration 19Q: 3 clusters Score -106761.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -106765.195312 Penalty: 726.151001
	Iteration 20F: 3 clusters Score -106765.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -106766.328125 Penalty: 726.151001
	Iteration 21Q: 3 clusters Score -106766.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -106767.757812 Penalty: 726.151001
	Iteration 22Q: 3 clusters Score -106767.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -106768.734375 Penalty: 726.151001
	Iteration 23Q: 3 clusters Score -106768.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -106769.390625 Penalty: 726.151001
	Iteration 24Q: 3 clusters Score -106769.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -106769.296875 Penalty: 726.151001
	Iteration 25Q: 3 clusters Score -106769.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -106769.296875 Penalty: 726.151001
	Iteration 26F: 3 clusters Score -106769.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Entering Unmasked Estep 
Score: -629615.062500 Penalty: 444.204193
	Iteration 0F: 2 clusters Score -629615.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -618044.000000 Penalty: 888.408386
	Iteration 0F: 3 clusters Score -618044 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -623271.437500 Penalty: 888.408386
	Iteration 1F: 3 clusters Score -623271.4 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -624104.750000 Penalty: 888.408386
	Iteration 2F: 3 clusters Score -624104.8 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -625076.062500 Penalty: 888.408386
	Iteration 3F: 3 clusters Score -625076.1 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -626183.375000 Penalty: 888.408386
	Iteration 4F: 3 clusters Score -626183.4 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -627257.812500 Penalty: 888.408386
	Iteration 5F: 3 clusters Score -627257.8 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -628110.625000 Penalty: 888.408386
	Iteration 6Q: 3 clusters Score -628110.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -628676.125000 Penalty: 888.408386
	Iteration 7Q: 3 clusters Score -628676.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -628984.187500 Penalty: 888.408386
	Iteration 8Q: 3 clusters Score -628984.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -629128.062500 Penalty: 888.408386
	Iteration 9Q: 3 clusters Score -629128.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -629197.875000 Penalty: 888.408386
	Iteration 10Q: 3 clusters Score -629197.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -629230.750000 Penalty: 888.408386
	Iteration 11Q: 3 clusters Score -629230.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -629253.250000 Penalty: 888.408386
	Iteration 12Q: 3 clusters Score -629253.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -629264.125000 Penalty: 888.408386
	Iteration 13Q: 3 clusters Score -629264.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -629278.562500 Penalty: 888.408386
	Iteration 14Q: 3 clusters Score -629278.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -629286.750000 Penalty: 888.408386
	Iteration 15Q: 3 clusters Score -629286.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -629293.875000 Penalty: 888.408386
	Iteration 16Q: 3 clusters Score -629293.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -629304.000000 Penalty: 888.408386
	Iteration 17Q: 3 clusters Score -629304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -629309.687500 Penalty: 888.408386
	Iteration 18Q: 3 clusters Score -629309.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -629311.812500 Penalty: 888.408386
	Iteration 19Q: 3 clusters Score -629311.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -629317.937500 Penalty: 888.408386
	Iteration 20F: 3 clusters Score -629317.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -629323.750000 Penalty: 888.408386
	Iteration 21Q: 3 clusters Score -629323.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -629330.125000 Penalty: 888.408386
	Iteration 22Q: 3 clusters Score -629330.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -629335.750000 Penalty: 888.408386
	Iteration 23Q: 3 clusters Score -629335.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -629338.875000 Penalty: 888.408386
	Iteration 24Q: 3 clusters Score -629338.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -629343.062500 Penalty: 888.408386
	Iteration 25Q: 3 clusters Score -629343.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -629344.687500 Penalty: 888.408386
	Iteration 26Q: 3 clusters Score -629344.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -629343.687500 Penalty: 888.408386
	Iteration 27Q: 3 clusters Score -629343.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -629344.500000 Penalty: 888.408386
	Iteration 28Q: 3 clusters Score -629344.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -629344.187500 Penalty: 888.408386
	Iteration 29Q: 3 clusters Score -629344.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -629345.375000 Penalty: 888.408386
	Iteration 30Q: 3 clusters Score -629345.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -629345.812500 Penalty: 888.408386
	Iteration 31Q: 3 clusters Score -629345.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -629346.687500 Penalty: 888.408386
	Iteration 32Q: 3 clusters Score -629346.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -629347.687500 Penalty: 888.408386
	Iteration 33Q: 3 clusters Score -629347.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -629348.937500 Penalty: 888.408386
	Iteration 34Q: 3 clusters Score -629348.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -629349.000000 Penalty: 888.408386
	Iteration 35Q: 3 clusters Score -629349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -629348.625000 Penalty: 888.408386
	Iteration 36Q: 3 clusters Score -629348.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -629349.625000 Penalty: 888.408386
	Iteration 37Q: 3 clusters Score -629349.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -629350.437500 Penalty: 888.408386
	Iteration 38Q: 3 clusters Score -629350.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -629353.500000 Penalty: 888.408386
	Iteration 39Q: 3 clusters Score -629353.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -629354.312500 Penalty: 888.408386
	Iteration 40F: 3 clusters Score -629354.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -629353.437500 Penalty: 888.408386
	Iteration 41Q: 3 clusters Score -629353.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -629353.437500 Penalty: 888.408386
	Iteration 42F: 3 clusters Score -629353.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Entering Unmasked Estep 
Score: -529814.125000 Penalty: 436.960663
	Iteration 0F: 2 clusters Score -529814.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -519884.718750 Penalty: 873.921326
	Iteration 0F: 3 clusters Score -519884.7 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -523943.125000 Penalty: 873.921326
	Iteration 1F: 3 clusters Score -523943.1 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -524344.125000 Penalty: 873.921326
	Iteration 2Q: 3 clusters Score -524344.1 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -524950.937500 Penalty: 873.921326
	Iteration 3F: 3 clusters Score -524950.9 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -525773.312500 Penalty: 873.921326
	Iteration 4F: 3 clusters Score -525773.3 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -526725.812500 Penalty: 873.921326
	Iteration 5F: 3 clusters Score -526725.8 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -527706.000000 Penalty: 873.921326
	Iteration 6F: 3 clusters Score -527706 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -528402.312500 Penalty: 873.921326
	Iteration 7F: 3 clusters Score -528402.3 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -528772.625000 Penalty: 873.921326
	Iteration 8Q: 3 clusters Score -528772.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -528987.500000 Penalty: 873.921326
	Iteration 9Q: 3 clusters Score -528987.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -529111.312500 Penalty: 873.921326
	Iteration 10Q: 3 clusters Score -529111.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -529184.125000 Penalty: 873.921326
	Iteration 11Q: 3 clusters Score -529184.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -529223.812500 Penalty: 873.921326
	Iteration 12Q: 3 clusters Score -529223.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -529252.062500 Penalty: 873.921326
	Iteration 13Q: 3 clusters Score -529252.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -529270.500000 Penalty: 873.921326
	Iteration 14Q: 3 clusters Score -529270.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -529288.125000 Penalty: 873.921326
	Iteration 15Q: 3 clusters Score -529288.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -529302.125000 Penalty: 873.921326
	Iteration 16Q: 3 clusters Score -529302.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -529306.187500 Penalty: 873.921326
	Iteration 17Q: 3 clusters Score -529306.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -529311.750000 Penalty: 873.921326
	Iteration 18Q: 3 clusters Score -529311.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -529314.312500 Penalty: 873.921326
	Iteration 19Q: 3 clusters Score -529314.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -529314.687500 Penalty: 873.921326
	Iteration 20F: 3 clusters Score -529314.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -529315.875000 Penalty: 873.921326
	Iteration 21Q: 3 clusters Score -529315.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -529315.937500 Penalty: 873.921326
	Iteration 22Q: 3 clusters Score -529315.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -529315.250000 Penalty: 873.921326
	Iteration 23Q: 3 clusters Score -529315.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -529315.187500 Penalty: 873.921326
	Iteration 24Q: 3 clusters Score -529315.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -529315.812500 Penalty: 873.921326
	Iteration 25Q: 3 clusters Score -529315.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -529317.437500 Penalty: 873.921326
	Iteration 26Q: 3 clusters Score -529317.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -529317.500000 Penalty: 873.921326
	Iteration 27Q: 3 clusters Score -529317.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -529317.500000 Penalty: 873.921326
	Iteration 28F: 3 clusters Score -529317.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Entering Unmasked Estep 
Score: -118740.265625 Penalty: 367.945648
	Iteration 0F: 2 clusters Score -118740.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -116512.679688 Penalty: 735.891296
	Iteration 0F: 3 clusters Score -116512.7 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -117455.156250 Penalty: 735.891296
	Iteration 1F: 3 clusters Score -117455.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -117595.015625 Penalty: 735.891296
	Iteration 2F: 3 clusters Score -117595 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -117695.406250 Penalty: 735.891296
	Iteration 3F: 3 clusters Score -117695.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -117774.851562 Penalty: 735.891296
	Iteration 4Q: 3 clusters Score -117774.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -117869.742188 Penalty: 735.891296
	Iteration 5Q: 3 clusters Score -117869.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -117970.820312 Penalty: 735.891296
	Iteration 6Q: 3 clusters Score -117970.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -118038.539062 Penalty: 735.891296
	Iteration 7Q: 3 clusters Score -118038.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -118091.218750 Penalty: 735.891296
	Iteration 8Q: 3 clusters Score -118091.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -118154.984375 Penalty: 735.891296
	Iteration 9Q: 3 clusters Score -118155 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -118207.531250 Penalty: 735.891296
	Iteration 10Q: 3 clusters Score -118207.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -118247.640625 Penalty: 735.891296
	Iteration 11Q: 3 clusters Score -118247.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -118275.453125 Penalty: 735.891296
	Iteration 12Q: 3 clusters Score -118275.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -118301.296875 Penalty: 735.891296
	Iteration 13Q: 3 clusters Score -118301.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -118323.453125 Penalty: 735.891296
	Iteration 14Q: 3 clusters Score -118323.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -118339.265625 Penalty: 735.891296
	Iteration 15Q: 3 clusters Score -118339.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -118350.226562 Penalty: 735.891296
	Iteration 16Q: 3 clusters Score -118350.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -118359.546875 Penalty: 735.891296
	Iteration 17Q: 3 clusters Score -118359.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -118363.882812 Penalty: 735.891296
	Iteration 18Q: 3 clusters Score -118363.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -118368.406250 Penalty: 735.891296
	Iteration 19Q: 3 clusters Score -118368.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -118374.273438 Penalty: 735.891296
	Iteration 20F: 3 clusters Score -118374.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -118385.773438 Penalty: 735.891296
	Iteration 21Q: 3 clusters Score -118385.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -118393.703125 Penalty: 735.891296
	Iteration 22Q: 3 clusters Score -118393.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -118397.437500 Penalty: 735.891296
	Iteration 23Q: 3 clusters Score -118397.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -118400.132812 Penalty: 735.891296
	Iteration 24Q: 3 clusters Score -118400.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -118405.171875 Penalty: 735.891296
	Iteration 25Q: 3 clusters Score -118405.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -118410.773438 Penalty: 735.891296
	Iteration 26Q: 3 clusters Score -118410.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -118415.476562 Penalty: 735.891296
	Iteration 27Q: 3 clusters Score -118415.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -118417.437500 Penalty: 735.891296
	Iteration 28Q: 3 clusters Score -118417.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -118420.210938 Penalty: 735.891296
	Iteration 29Q: 3 clusters Score -118420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -118420.882812 Penalty: 735.891296
	Iteration 30Q: 3 clusters Score -118420.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -118422.179688 Penalty: 735.891296
	Iteration 31Q: 3 clusters Score -118422.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -118422.617188 Penalty: 735.891296
	Iteration 32Q: 3 clusters Score -118422.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -118422.617188 Penalty: 735.891296
	Iteration 33F: 3 clusters Score -118422.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Entering Unmasked Estep 
Score: -129989.992188 Penalty: 374.028320
	Iteration 0F: 2 clusters Score -129990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -127457.351562 Penalty: 748.056641
	Iteration 0F: 3 clusters Score -127457.4 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -128377.132812 Penalty: 748.056641
	Iteration 1F: 3 clusters Score -128377.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -128552.218750 Penalty: 748.056641
	Iteration 2F: 3 clusters Score -128552.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -128744.976562 Penalty: 748.056641
	Iteration 3F: 3 clusters Score -128745 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -128941.609375 Penalty: 748.056641
	Iteration 4F: 3 clusters Score -128941.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -129109.234375 Penalty: 748.056641
	Iteration 5F: 3 clusters Score -129109.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -129247.648438 Penalty: 748.056641
	Iteration 6F: 3 clusters Score -129247.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -129349.851562 Penalty: 748.056641
	Iteration 7Q: 3 clusters Score -129349.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -129414.773438 Penalty: 748.056641
	Iteration 8Q: 3 clusters Score -129414.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -129464.695312 Penalty: 748.056641
	Iteration 9Q: 3 clusters Score -129464.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -129501.062500 Penalty: 748.056641
	Iteration 10Q: 3 clusters Score -129501.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -129525.023438 Penalty: 748.056641
	Iteration 11Q: 3 clusters Score -129525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -129535.718750 Penalty: 748.056641
	Iteration 12Q: 3 clusters Score -129535.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -129543.492188 Penalty: 748.056641
	Iteration 13Q: 3 clusters Score -129543.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -129555.187500 Penalty: 748.056641
	Iteration 14Q: 3 clusters Score -129555.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -129565.226562 Penalty: 748.056641
	Iteration 15Q: 3 clusters Score -129565.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -129576.578125 Penalty: 748.056641
	Iteration 16Q: 3 clusters Score -129576.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -129592.421875 Penalty: 748.056641
	Iteration 17Q: 3 clusters Score -129592.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -129602.625000 Penalty: 748.056641
	Iteration 18Q: 3 clusters Score -129602.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -129607.507812 Penalty: 748.056641
	Iteration 19Q: 3 clusters Score -129607.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -129611.000000 Penalty: 748.056641
	Iteration 20F: 3 clusters Score -129611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -129616.445312 Penalty: 748.056641
	Iteration 21Q: 3 clusters Score -129616.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -129623.445312 Penalty: 748.056641
	Iteration 22Q: 3 clusters Score -129623.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -129633.312500 Penalty: 748.056641
	Iteration 23Q: 3 clusters Score -129633.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -129637.742188 Penalty: 748.056641
	Iteration 24Q: 3 clusters Score -129637.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -129642.679688 Penalty: 748.056641
	Iteration 25Q: 3 clusters Score -129642.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -129649.023438 Penalty: 748.056641
	Iteration 26Q: 3 clusters Score -129649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -129655.664062 Penalty: 748.056641
	Iteration 27Q: 3 clusters Score -129655.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -129658.695312 Penalty: 748.056641
	Iteration 28Q: 3 clusters Score -129658.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -129661.171875 Penalty: 748.056641
	Iteration 29Q: 3 clusters Score -129661.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -129665.304688 Penalty: 748.056641
	Iteration 30Q: 3 clusters Score -129665.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -129668.812500 Penalty: 748.056641
	Iteration 31Q: 3 clusters Score -129668.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -129670.968750 Penalty: 748.056641
	Iteration 32Q: 3 clusters Score -129671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -129671.804688 Penalty: 748.056641
	Iteration 33Q: 3 clusters Score -129671.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -129672.187500 Penalty: 748.056641
	Iteration 34Q: 3 clusters Score -129672.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -129672.187500 Penalty: 748.056641
	Iteration 35F: 3 clusters Score -129672.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -26942.541016 Penalty: 302.587708
	Iteration 0F: 2 clusters Score -26942.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -26276.666016 Penalty: 605.175415
	Iteration 0F: 3 clusters Score -26276.67 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -26484.917969 Penalty: 605.175415
	Iteration 1F: 3 clusters Score -26484.92 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -26551.818359 Penalty: 605.175415
	Iteration 2F: 3 clusters Score -26551.82 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -26601.019531 Penalty: 605.175415
	Iteration 3F: 3 clusters Score -26601.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -26636.431641 Penalty: 605.175415
	Iteration 4Q: 3 clusters Score -26636.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -26664.748047 Penalty: 605.175415
	Iteration 5Q: 3 clusters Score -26664.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -26682.621094 Penalty: 605.175415
	Iteration 6Q: 3 clusters Score -26682.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -26692.855469 Penalty: 605.175415
	Iteration 7Q: 3 clusters Score -26692.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -26700.689453 Penalty: 605.175415
	Iteration 8Q: 3 clusters Score -26700.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -26706.904297 Penalty: 605.175415
	Iteration 9Q: 3 clusters Score -26706.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -26715.634766 Penalty: 605.175415
	Iteration 10Q: 3 clusters Score -26715.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -26725.191406 Penalty: 605.175415
	Iteration 11Q: 3 clusters Score -26725.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -26734.839844 Penalty: 605.175415
	Iteration 12Q: 3 clusters Score -26734.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -26742.382812 Penalty: 605.175415
	Iteration 13Q: 3 clusters Score -26742.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -26757.511719 Penalty: 605.175415
	Iteration 14Q: 3 clusters Score -26757.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -26776.839844 Penalty: 605.175415
	Iteration 15Q: 3 clusters Score -26776.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -26787.011719 Penalty: 605.175415
	Iteration 16Q: 3 clusters Score -26787.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -26793.105469 Penalty: 605.175415
	Iteration 17Q: 3 clusters Score -26793.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -26796.669922 Penalty: 605.175415
	Iteration 18Q: 3 clusters Score -26796.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26799.187500 Penalty: 605.175415
	Iteration 19Q: 3 clusters Score -26799.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -26800.298828 Penalty: 605.175415
	Iteration 20F: 3 clusters Score -26800.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26800.763672 Penalty: 605.175415
	Iteration 21Q: 3 clusters Score -26800.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26800.763672 Penalty: 605.175415
	Iteration 22F: 3 clusters Score -26800.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Entering Unmasked Estep 
Score: -288663.031250 Penalty: 407.319977
	Iteration 0F: 2 clusters Score -288663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -283456.687500 Penalty: 814.639954
	Iteration 0F: 3 clusters Score -283456.7 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -285465.562500 Penalty: 814.639954
	Iteration 1F: 3 clusters Score -285465.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -285619.312500 Penalty: 814.639954
	Iteration 2F: 3 clusters Score -285619.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -285800.843750 Penalty: 814.639954
	Iteration 3F: 3 clusters Score -285800.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -286037.562500 Penalty: 814.639954
	Iteration 4F: 3 clusters Score -286037.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -286353.875000 Penalty: 814.639954
	Iteration 5F: 3 clusters Score -286353.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -286676.343750 Penalty: 814.639954
	Iteration 6F: 3 clusters Score -286676.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -286979.312500 Penalty: 814.639954
	Iteration 7F: 3 clusters Score -286979.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -287279.312500 Penalty: 814.639954
	Iteration 8Q: 3 clusters Score -287279.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -287509.250000 Penalty: 814.639954
	Iteration 9Q: 3 clusters Score -287509.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -287697.343750 Penalty: 814.639954
	Iteration 10Q: 3 clusters Score -287697.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -287833.093750 Penalty: 814.639954
	Iteration 11Q: 3 clusters Score -287833.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -287924.031250 Penalty: 814.639954
	Iteration 12Q: 3 clusters Score -287924 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -288026.000000 Penalty: 814.639954
	Iteration 13Q: 3 clusters Score -288026 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -288106.187500 Penalty: 814.639954
	Iteration 14Q: 3 clusters Score -288106.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -288150.593750 Penalty: 814.639954
	Iteration 15Q: 3 clusters Score -288150.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -288180.062500 Penalty: 814.639954
	Iteration 16Q: 3 clusters Score -288180.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -288208.062500 Penalty: 814.639954
	Iteration 17Q: 3 clusters Score -288208.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -288230.250000 Penalty: 814.639954
	Iteration 18Q: 3 clusters Score -288230.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -288247.531250 Penalty: 814.639954
	Iteration 19Q: 3 clusters Score -288247.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -288264.562500 Penalty: 814.639954
	Iteration 20F: 3 clusters Score -288264.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -288274.281250 Penalty: 814.639954
	Iteration 21Q: 3 clusters Score -288274.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -288280.593750 Penalty: 814.639954
	Iteration 22Q: 3 clusters Score -288280.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -288283.187500 Penalty: 814.639954
	Iteration 23Q: 3 clusters Score -288283.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -288286.187500 Penalty: 814.639954
	Iteration 24Q: 3 clusters Score -288286.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -288287.781250 Penalty: 814.639954
	Iteration 25Q: 3 clusters Score -288287.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -288287.875000 Penalty: 814.639954
	Iteration 26Q: 3 clusters Score -288287.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -288287.875000 Penalty: 814.639954
	Iteration 27F: 3 clusters Score -288287.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (70 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Entering Unmasked Estep 
Score: -1592.388916 Penalty: 193.306534
	Iteration 0F: 2 clusters Score -1592.389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1424.596924 Penalty: 386.613068
	Iteration 0F: 3 clusters Score -1424.597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1450.145752 Penalty: 386.613068
	Iteration 1F: 3 clusters Score -1450.146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1456.026978 Penalty: 386.613068
	Iteration 2Q: 3 clusters Score -1456.027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1456.026978 Penalty: 386.613068
	Iteration 3F: 3 clusters Score -1456.027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Entering Unmasked Estep 
Score: -593543.812500 Penalty: 438.130768
	Iteration 0F: 2 clusters Score -593543.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -583389.750000 Penalty: 876.261536
	Iteration 0F: 3 clusters Score -583389.8 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -587492.125000 Penalty: 876.261536
	Iteration 1F: 3 clusters Score -587492.1 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -587831.062500 Penalty: 876.261536
	Iteration 2F: 3 clusters Score -587831.1 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -588127.250000 Penalty: 876.261536
	Iteration 3F: 3 clusters Score -588127.2 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -588389.125000 Penalty: 876.261536
	Iteration 4Q: 3 clusters Score -588389.1 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -588648.937500 Penalty: 876.261536
	Iteration 5Q: 3 clusters Score -588648.9 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -588958.750000 Penalty: 876.261536
	Iteration 6Q: 3 clusters Score -588958.8 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -589295.562500 Penalty: 876.261536
	Iteration 7Q: 3 clusters Score -589295.6 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -589760.312500 Penalty: 876.261536
	Iteration 8Q: 3 clusters Score -589760.3 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -590377.312500 Penalty: 876.261536
	Iteration 9F: 3 clusters Score -590377.3 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -590907.625000 Penalty: 876.261536
	Iteration 10F: 3 clusters Score -590907.6 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -591215.250000 Penalty: 876.261536
	Iteration 11Q: 3 clusters Score -591215.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -591388.937500 Penalty: 876.261536
	Iteration 12Q: 3 clusters Score -591388.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -591541.750000 Penalty: 876.261536
	Iteration 13Q: 3 clusters Score -591541.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -591713.250000 Penalty: 876.261536
	Iteration 14Q: 3 clusters Score -591713.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -591923.187500 Penalty: 876.261536
	Iteration 15Q: 3 clusters Score -591923.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -592125.687500 Penalty: 876.261536
	Iteration 16Q: 3 clusters Score -592125.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -592318.562500 Penalty: 876.261536
	Iteration 17Q: 3 clusters Score -592318.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -592478.500000 Penalty: 876.261536
	Iteration 18Q: 3 clusters Score -592478.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -592606.750000 Penalty: 876.261536
	Iteration 19Q: 3 clusters Score -592606.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -592683.750000 Penalty: 876.261536
	Iteration 20F: 3 clusters Score -592683.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -592728.687500 Penalty: 876.261536
	Iteration 21Q: 3 clusters Score -592728.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -592759.750000 Penalty: 876.261536
	Iteration 22Q: 3 clusters Score -592759.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -592780.062500 Penalty: 876.261536
	Iteration 23Q: 3 clusters Score -592780.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -592797.812500 Penalty: 876.261536
	Iteration 24Q: 3 clusters Score -592797.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -592809.562500 Penalty: 876.261536
	Iteration 25Q: 3 clusters Score -592809.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -592819.062500 Penalty: 876.261536
	Iteration 26Q: 3 clusters Score -592819.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -592830.375000 Penalty: 876.261536
	Iteration 27Q: 3 clusters Score -592830.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -592840.250000 Penalty: 876.261536
	Iteration 28Q: 3 clusters Score -592840.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -592854.875000 Penalty: 876.261536
	Iteration 29Q: 3 clusters Score -592854.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -592867.125000 Penalty: 876.261536
	Iteration 30Q: 3 clusters Score -592867.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -592880.625000 Penalty: 876.261536
	Iteration 31Q: 3 clusters Score -592880.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -592894.562500 Penalty: 876.261536
	Iteration 32Q: 3 clusters Score -592894.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -592913.187500 Penalty: 876.261536
	Iteration 33Q: 3 clusters Score -592913.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -592931.000000 Penalty: 876.261536
	Iteration 34Q: 3 clusters Score -592931 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -592943.875000 Penalty: 876.261536
	Iteration 35Q: 3 clusters Score -592943.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -592952.250000 Penalty: 876.261536
	Iteration 36Q: 3 clusters Score -592952.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -592961.625000 Penalty: 876.261536
	Iteration 37Q: 3 clusters Score -592961.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -592971.187500 Penalty: 876.261536
	Iteration 38Q: 3 clusters Score -592971.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -592976.562500 Penalty: 876.261536
	Iteration 39Q: 3 clusters Score -592976.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -592987.937500 Penalty: 876.261536
	Iteration 40F: 3 clusters Score -592987.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -592993.312500 Penalty: 876.261536
	Iteration 41Q: 3 clusters Score -592993.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -593004.312500 Penalty: 876.261536
	Iteration 42Q: 3 clusters Score -593004.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -593012.187500 Penalty: 876.261536
	Iteration 43Q: 3 clusters Score -593012.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -593015.562500 Penalty: 876.261536
	Iteration 44Q: 3 clusters Score -593015.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -593023.625000 Penalty: 876.261536
	Iteration 45Q: 3 clusters Score -593023.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -593032.437500 Penalty: 876.261536
	Iteration 46Q: 3 clusters Score -593032.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -593040.312500 Penalty: 876.261536
	Iteration 47Q: 3 clusters Score -593040.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -593045.000000 Penalty: 876.261536
	Iteration 48Q: 3 clusters Score -593045 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -593051.062500 Penalty: 876.261536
	Iteration 49Q: 3 clusters Score -593051.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -593057.000000 Penalty: 876.261536
	Iteration 50Q: 3 clusters Score -593057 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -593057.875000 Penalty: 876.261536
	Iteration 51Q: 3 clusters Score -593057.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -593066.500000 Penalty: 876.261536
	Iteration 52Q: 3 clusters Score -593066.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -593070.812500 Penalty: 876.261536
	Iteration 53Q: 3 clusters Score -593070.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -593074.125000 Penalty: 876.261536
	Iteration 54Q: 3 clusters Score -593074.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -593077.437500 Penalty: 876.261536
	Iteration 55Q: 3 clusters Score -593077.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -593082.250000 Penalty: 876.261536
	Iteration 56Q: 3 clusters Score -593082.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -593084.062500 Penalty: 876.261536
	Iteration 57Q: 3 clusters Score -593084.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -593085.500000 Penalty: 876.261536
	Iteration 58Q: 3 clusters Score -593085.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -593086.000000 Penalty: 876.261536
	Iteration 59Q: 3 clusters Score -593086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -593088.000000 Penalty: 876.261536
	Iteration 60F: 3 clusters Score -593088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -593090.125000 Penalty: 876.261536
	Iteration 61Q: 3 clusters Score -593090.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -593090.312500 Penalty: 876.261536
	Iteration 62Q: 3 clusters Score -593090.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -593090.875000 Penalty: 876.261536
	Iteration 63Q: 3 clusters Score -593090.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -593093.187500 Penalty: 876.261536
	Iteration 64Q: 3 clusters Score -593093.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -593093.687500 Penalty: 876.261536
	Iteration 65Q: 3 clusters Score -593093.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -593093.625000 Penalty: 876.261536
	Iteration 66Q: 3 clusters Score -593093.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -593096.375000 Penalty: 876.261536
	Iteration 67Q: 3 clusters Score -593096.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -593097.125000 Penalty: 876.261536
	Iteration 68Q: 3 clusters Score -593097.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -593097.750000 Penalty: 876.261536
	Iteration 69Q: 3 clusters Score -593097.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -593096.375000 Penalty: 876.261536
	Iteration 70Q: 3 clusters Score -593096.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -593097.375000 Penalty: 876.261536
	Iteration 71Q: 3 clusters Score -593097.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -593097.437500 Penalty: 876.261536
	Iteration 72Q: 3 clusters Score -593097.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -593098.375000 Penalty: 876.261536
	Iteration 73Q: 3 clusters Score -593098.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -593098.562500 Penalty: 876.261536
	Iteration 74Q: 3 clusters Score -593098.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -593099.437500 Penalty: 876.261536
	Iteration 75Q: 3 clusters Score -593099.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -593099.562500 Penalty: 876.261536
	Iteration 76Q: 3 clusters Score -593099.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -593099.562500 Penalty: 876.261536
	Iteration 77F: 3 clusters Score -593099.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Entering Unmasked Estep 
Score: -190491.468750 Penalty: 391.135010
	Iteration 0F: 2 clusters Score -190491.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -186867.343750 Penalty: 782.270020
	Iteration 0F: 3 clusters Score -186867.3 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -188117.359375 Penalty: 782.270020
	Iteration 1F: 3 clusters Score -188117.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -188299.890625 Penalty: 782.270020
	Iteration 2F: 3 clusters Score -188299.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -188592.953125 Penalty: 782.270020
	Iteration 3F: 3 clusters Score -188593 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -188897.968750 Penalty: 782.270020
	Iteration 4F: 3 clusters Score -188898 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -189148.921875 Penalty: 782.270020
	Iteration 5F: 3 clusters Score -189148.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -189318.890625 Penalty: 782.270020
	Iteration 6F: 3 clusters Score -189318.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -189446.875000 Penalty: 782.270020
	Iteration 7Q: 3 clusters Score -189446.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -189553.828125 Penalty: 782.270020
	Iteration 8Q: 3 clusters Score -189553.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -189636.531250 Penalty: 782.270020
	Iteration 9Q: 3 clusters Score -189636.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -189708.500000 Penalty: 782.270020
	Iteration 10Q: 3 clusters Score -189708.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -189784.234375 Penalty: 782.270020
	Iteration 11Q: 3 clusters Score -189784.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -189868.656250 Penalty: 782.270020
	Iteration 12Q: 3 clusters Score -189868.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -189983.609375 Penalty: 782.270020
	Iteration 13Q: 3 clusters Score -189983.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -190107.046875 Penalty: 782.270020
	Iteration 14Q: 3 clusters Score -190107 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -190232.093750 Penalty: 782.270020
	Iteration 15Q: 3 clusters Score -190232.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -190331.015625 Penalty: 782.270020
	Iteration 16Q: 3 clusters Score -190331 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -190383.640625 Penalty: 782.270020
	Iteration 17Q: 3 clusters Score -190383.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -190437.718750 Penalty: 782.270020
	Iteration 18Q: 3 clusters Score -190437.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -190473.203125 Penalty: 782.270020
	Iteration 19Q: 3 clusters Score -190473.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -190502.937500 Penalty: 782.270020
	Iteration 20F: 3 clusters Score -190502.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -190517.437500 Penalty: 782.270020
	Iteration 21Q: 3 clusters Score -190517.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -190526.000000 Penalty: 782.270020
	Iteration 22Q: 3 clusters Score -190526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -190531.390625 Penalty: 782.270020
	Iteration 23Q: 3 clusters Score -190531.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -190533.421875 Penalty: 782.270020
	Iteration 24Q: 3 clusters Score -190533.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -190535.265625 Penalty: 782.270020
	Iteration 25Q: 3 clusters Score -190535.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -190537.015625 Penalty: 782.270020
	Iteration 26Q: 3 clusters Score -190537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -190538.984375 Penalty: 782.270020
	Iteration 27Q: 3 clusters Score -190539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -190540.046875 Penalty: 782.270020
	Iteration 28Q: 3 clusters Score -190540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -190539.921875 Penalty: 782.270020
	Iteration 29Q: 3 clusters Score -190539.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -190539.828125 Penalty: 782.270020
	Iteration 30Q: 3 clusters Score -190539.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -190540.234375 Penalty: 782.270020
	Iteration 31Q: 3 clusters Score -190540.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -190540.171875 Penalty: 782.270020
	Iteration 32Q: 3 clusters Score -190540.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -190540.546875 Penalty: 782.270020
	Iteration 33Q: 3 clusters Score -190540.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -190540.171875 Penalty: 782.270020
	Iteration 34Q: 3 clusters Score -190540.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -190540.171875 Penalty: 782.270020
	Iteration 35F: 3 clusters Score -190540.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 550223 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4582 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 7350 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7611 members 
Mstep: Class 14 contains 11520 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10799 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17374 members 
Mstep: Class 22 contains 14817 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15203 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7442 members 
Mstep: Class 34 contains 1636 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21570 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9979 members 
Mstep: Class 39 contains 7118 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17629 members 
Mstep: Class 42 contains 4549 members 
Entering Unmasked Estep 
Score: -50376144.000000 Penalty: 27027.978516
Splitting cluster 29 changes total score from -50376460.000000 to -50376144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Entering Unmasked Estep 
Score: -60387.324219 Penalty: 337.499908
	Iteration 0F: 2 clusters Score -60387.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -59167.128906 Penalty: 674.999817
	Iteration 0F: 3 clusters Score -59167.13 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -59577.843750 Penalty: 674.999817
	Iteration 1F: 3 clusters Score -59577.84 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -59681.964844 Penalty: 674.999817
	Iteration 2F: 3 clusters Score -59681.96 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -59805.500000 Penalty: 674.999817
	Iteration 3F: 3 clusters Score -59805.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -59920.417969 Penalty: 674.999817
	Iteration 4F: 3 clusters Score -59920.42 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -60000.636719 Penalty: 674.999817
	Iteration 5F: 3 clusters Score -60000.64 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -60072.632812 Penalty: 674.999817
	Iteration 6Q: 3 clusters Score -60072.63 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -60118.167969 Penalty: 674.999817
	Iteration 7Q: 3 clusters Score -60118.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -60138.425781 Penalty: 674.999817
	Iteration 8Q: 3 clusters Score -60138.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -60152.339844 Penalty: 674.999817
	Iteration 9Q: 3 clusters Score -60152.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -60162.085938 Penalty: 674.999817
	Iteration 10Q: 3 clusters Score -60162.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -60169.191406 Penalty: 674.999817
	Iteration 11Q: 3 clusters Score -60169.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -60179.019531 Penalty: 674.999817
	Iteration 12Q: 3 clusters Score -60179.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -60187.070312 Penalty: 674.999817
	Iteration 13Q: 3 clusters Score -60187.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -60195.566406 Penalty: 674.999817
	Iteration 14Q: 3 clusters Score -60195.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -60200.457031 Penalty: 674.999817
	Iteration 15Q: 3 clusters Score -60200.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -60205.054688 Penalty: 674.999817
	Iteration 16Q: 3 clusters Score -60205.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -60207.121094 Penalty: 674.999817
	Iteration 17Q: 3 clusters Score -60207.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -60209.164062 Penalty: 674.999817
	Iteration 18Q: 3 clusters Score -60209.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -60210.917969 Penalty: 674.999817
	Iteration 19Q: 3 clusters Score -60210.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -60211.320312 Penalty: 674.999817
	Iteration 20F: 3 clusters Score -60211.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -60212.812500 Penalty: 674.999817
	Iteration 21Q: 3 clusters Score -60212.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -60214.218750 Penalty: 674.999817
	Iteration 22Q: 3 clusters Score -60214.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -60215.808594 Penalty: 674.999817
	Iteration 23Q: 3 clusters Score -60215.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -60217.046875 Penalty: 674.999817
	Iteration 24Q: 3 clusters Score -60217.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -60217.507812 Penalty: 674.999817
	Iteration 25Q: 3 clusters Score -60217.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -60217.507812 Penalty: 674.999817
	Iteration 26F: 3 clusters Score -60217.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -41650.246094 Penalty: 322.179474
	Iteration 0F: 2 clusters Score -41650.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -40726.101562 Penalty: 644.358948
	Iteration 0F: 3 clusters Score -40726.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -41014.328125 Penalty: 644.358948
	Iteration 1F: 3 clusters Score -41014.33 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -41083.906250 Penalty: 644.358948
	Iteration 2F: 3 clusters Score -41083.91 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -41137.089844 Penalty: 644.358948
	Iteration 3F: 3 clusters Score -41137.09 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -41174.648438 Penalty: 644.358948
	Iteration 4Q: 3 clusters Score -41174.65 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -41207.941406 Penalty: 644.358948
	Iteration 5Q: 3 clusters Score -41207.94 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -41228.082031 Penalty: 644.358948
	Iteration 6Q: 3 clusters Score -41228.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -41243.292969 Penalty: 644.358948
	Iteration 7Q: 3 clusters Score -41243.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -41254.945312 Penalty: 644.358948
	Iteration 8Q: 3 clusters Score -41254.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -41267.433594 Penalty: 644.358948
	Iteration 9Q: 3 clusters Score -41267.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -41276.281250 Penalty: 644.358948
	Iteration 10Q: 3 clusters Score -41276.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -41289.097656 Penalty: 644.358948
	Iteration 11Q: 3 clusters Score -41289.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -41299.898438 Penalty: 644.358948
	Iteration 12Q: 3 clusters Score -41299.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -41313.519531 Penalty: 644.358948
	Iteration 13Q: 3 clusters Score -41313.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -41326.480469 Penalty: 644.358948
	Iteration 14Q: 3 clusters Score -41326.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -41337.539062 Penalty: 644.358948
	Iteration 15Q: 3 clusters Score -41337.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -41349.570312 Penalty: 644.358948
	Iteration 16Q: 3 clusters Score -41349.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -41361.175781 Penalty: 644.358948
	Iteration 17Q: 3 clusters Score -41361.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -41368.613281 Penalty: 644.358948
	Iteration 18Q: 3 clusters Score -41368.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -41374.410156 Penalty: 644.358948
	Iteration 19Q: 3 clusters Score -41374.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -41380.015625 Penalty: 644.358948
	Iteration 20F: 3 clusters Score -41380.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -41387.898438 Penalty: 644.358948
	Iteration 21Q: 3 clusters Score -41387.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -41397.480469 Penalty: 644.358948
	Iteration 22Q: 3 clusters Score -41397.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -41404.175781 Penalty: 644.358948
	Iteration 23Q: 3 clusters Score -41404.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -41407.707031 Penalty: 644.358948
	Iteration 24Q: 3 clusters Score -41407.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -41410.812500 Penalty: 644.358948
	Iteration 25Q: 3 clusters Score -41410.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -41413.023438 Penalty: 644.358948
	Iteration 26Q: 3 clusters Score -41413.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -41415.054688 Penalty: 644.358948
	Iteration 27Q: 3 clusters Score -41415.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -41415.968750 Penalty: 644.358948
	Iteration 28Q: 3 clusters Score -41415.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -41416.347656 Penalty: 644.358948
	Iteration 29Q: 3 clusters Score -41416.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -41416.730469 Penalty: 644.358948
	Iteration 30Q: 3 clusters Score -41416.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -41416.730469 Penalty: 644.358948
	Iteration 31F: 3 clusters Score -41416.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Entering Unmasked Estep 
Score: -466491.531250 Penalty: 429.960052
	Iteration 0F: 2 clusters Score -466491.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -457984.437500 Penalty: 859.920105
	Iteration 0F: 3 clusters Score -457984.4 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -461541.718750 Penalty: 859.920105
	Iteration 1F: 3 clusters Score -461541.7 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -461997.281250 Penalty: 859.920105
	Iteration 2F: 3 clusters Score -461997.3 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -462565.000000 Penalty: 859.920105
	Iteration 3F: 3 clusters Score -462565 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -463278.968750 Penalty: 859.920105
	Iteration 4F: 3 clusters Score -463279 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -463884.562500 Penalty: 859.920105
	Iteration 5F: 3 clusters Score -463884.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -464214.000000 Penalty: 859.920105
	Iteration 6Q: 3 clusters Score -464214 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -464355.125000 Penalty: 859.920105
	Iteration 7Q: 3 clusters Score -464355.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -464421.375000 Penalty: 859.920105
	Iteration 8Q: 3 clusters Score -464421.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -464466.750000 Penalty: 859.920105
	Iteration 9Q: 3 clusters Score -464466.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -464512.562500 Penalty: 859.920105
	Iteration 10Q: 3 clusters Score -464512.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -464546.562500 Penalty: 859.920105
	Iteration 11Q: 3 clusters Score -464546.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -464567.906250 Penalty: 859.920105
	Iteration 12Q: 3 clusters Score -464567.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -464582.437500 Penalty: 859.920105
	Iteration 13Q: 3 clusters Score -464582.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -464595.468750 Penalty: 859.920105
	Iteration 14Q: 3 clusters Score -464595.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -464605.968750 Penalty: 859.920105
	Iteration 15Q: 3 clusters Score -464606 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -464617.562500 Penalty: 859.920105
	Iteration 16Q: 3 clusters Score -464617.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -464632.187500 Penalty: 859.920105
	Iteration 17Q: 3 clusters Score -464632.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -464644.843750 Penalty: 859.920105
	Iteration 18Q: 3 clusters Score -464644.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -464653.625000 Penalty: 859.920105
	Iteration 19Q: 3 clusters Score -464653.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -464663.625000 Penalty: 859.920105
	Iteration 20F: 3 clusters Score -464663.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -464673.406250 Penalty: 859.920105
	Iteration 21Q: 3 clusters Score -464673.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -464683.468750 Penalty: 859.920105
	Iteration 22Q: 3 clusters Score -464683.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -464694.625000 Penalty: 859.920105
	Iteration 23Q: 3 clusters Score -464694.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -464705.812500 Penalty: 859.920105
	Iteration 24Q: 3 clusters Score -464705.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -464714.656250 Penalty: 859.920105
	Iteration 25Q: 3 clusters Score -464714.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -464723.718750 Penalty: 859.920105
	Iteration 26Q: 3 clusters Score -464723.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -464735.906250 Penalty: 859.920105
	Iteration 27Q: 3 clusters Score -464735.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -464754.687500 Penalty: 859.920105
	Iteration 28Q: 3 clusters Score -464754.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -464773.281250 Penalty: 859.920105
	Iteration 29Q: 3 clusters Score -464773.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -464789.406250 Penalty: 859.920105
	Iteration 30Q: 3 clusters Score -464789.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -464796.687500 Penalty: 859.920105
	Iteration 31Q: 3 clusters Score -464796.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -464803.031250 Penalty: 859.920105
	Iteration 32Q: 3 clusters Score -464803 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -464808.656250 Penalty: 859.920105
	Iteration 33Q: 3 clusters Score -464808.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -464811.781250 Penalty: 859.920105
	Iteration 34Q: 3 clusters Score -464811.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -464815.750000 Penalty: 859.920105
	Iteration 35Q: 3 clusters Score -464815.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -464819.968750 Penalty: 859.920105
	Iteration 36Q: 3 clusters Score -464820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -464825.656250 Penalty: 859.920105
	Iteration 37Q: 3 clusters Score -464825.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -464828.312500 Penalty: 859.920105
	Iteration 38Q: 3 clusters Score -464828.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -464831.468750 Penalty: 859.920105
	Iteration 39Q: 3 clusters Score -464831.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -464834.468750 Penalty: 859.920105
	Iteration 40F: 3 clusters Score -464834.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -464835.843750 Penalty: 859.920105
	Iteration 41Q: 3 clusters Score -464835.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -464838.375000 Penalty: 859.920105
	Iteration 42Q: 3 clusters Score -464838.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -464840.093750 Penalty: 859.920105
	Iteration 43Q: 3 clusters Score -464840.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -464839.843750 Penalty: 859.920105
	Iteration 44Q: 3 clusters Score -464839.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -464840.031250 Penalty: 859.920105
	Iteration 45Q: 3 clusters Score -464840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -464838.843750 Penalty: 859.920105
	Iteration 46Q: 3 clusters Score -464838.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -464840.500000 Penalty: 859.920105
	Iteration 47Q: 3 clusters Score -464840.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -464840.718750 Penalty: 859.920105
	Iteration 48Q: 3 clusters Score -464840.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -464841.968750 Penalty: 859.920105
	Iteration 49Q: 3 clusters Score -464842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -464844.500000 Penalty: 859.920105
	Iteration 50Q: 3 clusters Score -464844.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -464842.437500 Penalty: 859.920105
	Iteration 51Q: 3 clusters Score -464842.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -464844.531250 Penalty: 859.920105
	Iteration 52Q: 3 clusters Score -464844.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -464844.781250 Penalty: 859.920105
	Iteration 53Q: 3 clusters Score -464844.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -464845.718750 Penalty: 859.920105
	Iteration 54Q: 3 clusters Score -464845.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -464845.812500 Penalty: 859.920105
	Iteration 55Q: 3 clusters Score -464845.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -464845.187500 Penalty: 859.920105
	Iteration 56Q: 3 clusters Score -464845.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -464845.343750 Penalty: 859.920105
	Iteration 57Q: 3 clusters Score -464845.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -464846.500000 Penalty: 859.920105
	Iteration 58Q: 3 clusters Score -464846.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -464846.812500 Penalty: 859.920105
	Iteration 59Q: 3 clusters Score -464846.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -464846.968750 Penalty: 859.920105
	Iteration 60F: 3 clusters Score -464847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -464847.531250 Penalty: 859.920105
	Iteration 61Q: 3 clusters Score -464847.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -464847.281250 Penalty: 859.920105
	Iteration 62Q: 3 clusters Score -464847.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -464847.781250 Penalty: 859.920105
	Iteration 63Q: 3 clusters Score -464847.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -464847.781250 Penalty: 859.920105
	Iteration 64F: 3 clusters Score -464847.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Entering Unmasked Estep 
Score: -268209.000000 Penalty: 405.627716
	Iteration 0F: 2 clusters Score -268209 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 3698 members 
Entering Unmasked Estep 
Score: -263282.093750 Penalty: 811.255432
	Iteration 0F: 3 clusters Score -263282.1 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -265438.468750 Penalty: 811.255432
	Iteration 1F: 3 clusters Score -265438.5 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -265793.468750 Penalty: 811.255432
	Iteration 2F: 3 clusters Score -265793.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -266124.062500 Penalty: 811.255432
	Iteration 3F: 3 clusters Score -266124.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -266429.906250 Penalty: 811.255432
	Iteration 4F: 3 clusters Score -266429.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -266761.250000 Penalty: 811.255432
	Iteration 5F: 3 clusters Score -266761.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -267077.562500 Penalty: 811.255432
	Iteration 6F: 3 clusters Score -267077.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -267304.562500 Penalty: 811.255432
	Iteration 7Q: 3 clusters Score -267304.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -267403.468750 Penalty: 811.255432
	Iteration 8Q: 3 clusters Score -267403.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -267447.343750 Penalty: 811.255432
	Iteration 9Q: 3 clusters Score -267447.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -267469.625000 Penalty: 811.255432
	Iteration 10Q: 3 clusters Score -267469.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -267488.187500 Penalty: 811.255432
	Iteration 11Q: 3 clusters Score -267488.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -267510.093750 Penalty: 811.255432
	Iteration 12Q: 3 clusters Score -267510.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -267534.562500 Penalty: 811.255432
	Iteration 13Q: 3 clusters Score -267534.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -267552.718750 Penalty: 811.255432
	Iteration 14Q: 3 clusters Score -267552.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -267569.406250 Penalty: 811.255432
	Iteration 15Q: 3 clusters Score -267569.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -267586.500000 Penalty: 811.255432
	Iteration 16Q: 3 clusters Score -267586.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -267598.562500 Penalty: 811.255432
	Iteration 17Q: 3 clusters Score -267598.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -267609.156250 Penalty: 811.255432
	Iteration 18Q: 3 clusters Score -267609.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -267617.375000 Penalty: 811.255432
	Iteration 19Q: 3 clusters Score -267617.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -267627.343750 Penalty: 811.255432
	Iteration 20F: 3 clusters Score -267627.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -267637.781250 Penalty: 811.255432
	Iteration 21Q: 3 clusters Score -267637.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -267652.875000 Penalty: 811.255432
	Iteration 22Q: 3 clusters Score -267652.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -267666.593750 Penalty: 811.255432
	Iteration 23Q: 3 clusters Score -267666.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -267677.093750 Penalty: 811.255432
	Iteration 24Q: 3 clusters Score -267677.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -267689.468750 Penalty: 811.255432
	Iteration 25Q: 3 clusters Score -267689.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -267705.687500 Penalty: 811.255432
	Iteration 26Q: 3 clusters Score -267705.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -267717.281250 Penalty: 811.255432
	Iteration 27Q: 3 clusters Score -267717.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -267727.312500 Penalty: 811.255432
	Iteration 28Q: 3 clusters Score -267727.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -267733.656250 Penalty: 811.255432
	Iteration 29Q: 3 clusters Score -267733.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -267740.593750 Penalty: 811.255432
	Iteration 30Q: 3 clusters Score -267740.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -267746.093750 Penalty: 811.255432
	Iteration 31Q: 3 clusters Score -267746.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -267752.187500 Penalty: 811.255432
	Iteration 32Q: 3 clusters Score -267752.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -267760.125000 Penalty: 811.255432
	Iteration 33Q: 3 clusters Score -267760.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -267767.531250 Penalty: 811.255432
	Iteration 34Q: 3 clusters Score -267767.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -267773.500000 Penalty: 811.255432
	Iteration 35Q: 3 clusters Score -267773.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -267777.593750 Penalty: 811.255432
	Iteration 36Q: 3 clusters Score -267777.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -267785.187500 Penalty: 811.255432
	Iteration 37Q: 3 clusters Score -267785.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -267795.812500 Penalty: 811.255432
	Iteration 38Q: 3 clusters Score -267795.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -267806.562500 Penalty: 811.255432
	Iteration 39Q: 3 clusters Score -267806.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -267814.406250 Penalty: 811.255432
	Iteration 40F: 3 clusters Score -267814.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -267821.156250 Penalty: 811.255432
	Iteration 41Q: 3 clusters Score -267821.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -267829.125000 Penalty: 811.255432
	Iteration 42Q: 3 clusters Score -267829.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -267838.812500 Penalty: 811.255432
	Iteration 43Q: 3 clusters Score -267838.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -267849.031250 Penalty: 811.255432
	Iteration 44Q: 3 clusters Score -267849 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -267859.125000 Penalty: 811.255432
	Iteration 45Q: 3 clusters Score -267859.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -267868.593750 Penalty: 811.255432
	Iteration 46Q: 3 clusters Score -267868.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -267876.250000 Penalty: 811.255432
	Iteration 47Q: 3 clusters Score -267876.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -267881.000000 Penalty: 811.255432
	Iteration 48Q: 3 clusters Score -267881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -267885.375000 Penalty: 811.255432
	Iteration 49Q: 3 clusters Score -267885.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -267888.125000 Penalty: 811.255432
	Iteration 50Q: 3 clusters Score -267888.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -267890.187500 Penalty: 811.255432
	Iteration 51Q: 3 clusters Score -267890.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -267892.937500 Penalty: 811.255432
	Iteration 52Q: 3 clusters Score -267892.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -267896.906250 Penalty: 811.255432
	Iteration 53Q: 3 clusters Score -267896.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -267898.343750 Penalty: 811.255432
	Iteration 54Q: 3 clusters Score -267898.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -267899.031250 Penalty: 811.255432
	Iteration 55Q: 3 clusters Score -267899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -267899.656250 Penalty: 811.255432
	Iteration 56Q: 3 clusters Score -267899.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -267900.093750 Penalty: 811.255432
	Iteration 57Q: 3 clusters Score -267900.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -267900.531250 Penalty: 811.255432
	Iteration 58Q: 3 clusters Score -267900.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -267901.562500 Penalty: 811.255432
	Iteration 59Q: 3 clusters Score -267901.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -267901.187500 Penalty: 811.255432
	Iteration 60F: 3 clusters Score -267901.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -267902.281250 Penalty: 811.255432
	Iteration 61Q: 3 clusters Score -267902.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -267902.281250 Penalty: 811.255432
	Iteration 62Q: 3 clusters Score -267902.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -267902.281250 Penalty: 811.255432
	Iteration 63Q: 3 clusters Score -267902.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -267902.625000 Penalty: 811.255432
	Iteration 64Q: 3 clusters Score -267902.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -267902.625000 Penalty: 811.255432
	Iteration 65F: 3 clusters Score -267902.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Entering Unmasked Estep 
Score: -54857.738281 Penalty: 336.700439
	Iteration 0F: 2 clusters Score -54857.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -53637.566406 Penalty: 673.400879
	Iteration 0F: 3 clusters Score -53637.57 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -54139.101562 Penalty: 673.400879
	Iteration 1F: 3 clusters Score -54139.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -54342.300781 Penalty: 673.400879
	Iteration 2F: 3 clusters Score -54342.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -54488.773438 Penalty: 673.400879
	Iteration 3F: 3 clusters Score -54488.77 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -54580.597656 Penalty: 673.400879
	Iteration 4F: 3 clusters Score -54580.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -54647.089844 Penalty: 673.400879
	Iteration 5Q: 3 clusters Score -54647.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -54704.402344 Penalty: 673.400879
	Iteration 6Q: 3 clusters Score -54704.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -54771.335938 Penalty: 673.400879
	Iteration 7Q: 3 clusters Score -54771.34 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -54863.046875 Penalty: 673.400879
	Iteration 8Q: 3 clusters Score -54863.05 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -54974.433594 Penalty: 673.400879
	Iteration 9Q: 3 clusters Score -54974.43 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -55021.484375 Penalty: 673.400879
	Iteration 10Q: 3 clusters Score -55021.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -55039.898438 Penalty: 673.400879
	Iteration 11Q: 3 clusters Score -55039.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -55049.562500 Penalty: 673.400879
	Iteration 12Q: 3 clusters Score -55049.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -55052.320312 Penalty: 673.400879
	Iteration 13Q: 3 clusters Score -55052.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -55055.500000 Penalty: 673.400879
	Iteration 14Q: 3 clusters Score -55055.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -55056.167969 Penalty: 673.400879
	Iteration 15Q: 3 clusters Score -55056.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -55056.167969 Penalty: 673.400879
	Iteration 16F: 3 clusters Score -55056.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 550223 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4582 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 7350 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7611 members 
Mstep: Class 14 contains 11520 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10799 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17374 members 
Mstep: Class 22 contains 14817 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15203 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7442 members 
Mstep: Class 34 contains 761 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21570 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9979 members 
Mstep: Class 39 contains 7118 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17629 members 
Mstep: Class 42 contains 875 members 
Entering Unmasked Estep 
Score: -50376372.000000 Penalty: 27027.978516
Splitting cluster 34 changes total score from -50376460.000000 to -50376372.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (4183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Entering Unmasked Estep 
Score: -153744.687500 Penalty: 379.414673
	Iteration 0F: 2 clusters Score -153744.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -150934.734375 Penalty: 758.829346
	Iteration 0F: 3 clusters Score -150934.7 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -151942.796875 Penalty: 758.829346
	Iteration 1F: 3 clusters Score -151942.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -152113.843750 Penalty: 758.829346
	Iteration 2F: 3 clusters Score -152113.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -152263.343750 Penalty: 758.829346
	Iteration 3F: 3 clusters Score -152263.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -152364.343750 Penalty: 758.829346
	Iteration 4F: 3 clusters Score -152364.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -152441.156250 Penalty: 758.829346
	Iteration 5Q: 3 clusters Score -152441.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -152510.203125 Penalty: 758.829346
	Iteration 6Q: 3 clusters Score -152510.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -152568.031250 Penalty: 758.829346
	Iteration 7Q: 3 clusters Score -152568 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -152613.312500 Penalty: 758.829346
	Iteration 8Q: 3 clusters Score -152613.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -152650.562500 Penalty: 758.829346
	Iteration 9Q: 3 clusters Score -152650.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -152681.203125 Penalty: 758.829346
	Iteration 10Q: 3 clusters Score -152681.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -152710.828125 Penalty: 758.829346
	Iteration 11Q: 3 clusters Score -152710.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -152745.937500 Penalty: 758.829346
	Iteration 12Q: 3 clusters Score -152745.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -152783.015625 Penalty: 758.829346
	Iteration 13Q: 3 clusters Score -152783 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -152833.203125 Penalty: 758.829346
	Iteration 14Q: 3 clusters Score -152833.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -152895.671875 Penalty: 758.829346
	Iteration 15Q: 3 clusters Score -152895.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -152956.406250 Penalty: 758.829346
	Iteration 16Q: 3 clusters Score -152956.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -153013.765625 Penalty: 758.829346
	Iteration 17Q: 3 clusters Score -153013.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -153074.500000 Penalty: 758.829346
	Iteration 18Q: 3 clusters Score -153074.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -153134.984375 Penalty: 758.829346
	Iteration 19Q: 3 clusters Score -153135 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -153201.125000 Penalty: 758.829346
	Iteration 20F: 3 clusters Score -153201.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -153247.843750 Penalty: 758.829346
	Iteration 21Q: 3 clusters Score -153247.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -153274.578125 Penalty: 758.829346
	Iteration 22Q: 3 clusters Score -153274.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -153288.890625 Penalty: 758.829346
	Iteration 23Q: 3 clusters Score -153288.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -153300.218750 Penalty: 758.829346
	Iteration 24Q: 3 clusters Score -153300.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -153309.609375 Penalty: 758.829346
	Iteration 25Q: 3 clusters Score -153309.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -153316.203125 Penalty: 758.829346
	Iteration 26Q: 3 clusters Score -153316.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -153323.343750 Penalty: 758.829346
	Iteration 27Q: 3 clusters Score -153323.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -153334.562500 Penalty: 758.829346
	Iteration 28Q: 3 clusters Score -153334.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -153342.468750 Penalty: 758.829346
	Iteration 29Q: 3 clusters Score -153342.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -153348.703125 Penalty: 758.829346
	Iteration 30Q: 3 clusters Score -153348.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -153354.406250 Penalty: 758.829346
	Iteration 31Q: 3 clusters Score -153354.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -153361.750000 Penalty: 758.829346
	Iteration 32Q: 3 clusters Score -153361.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -153367.796875 Penalty: 758.829346
	Iteration 33Q: 3 clusters Score -153367.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -153374.625000 Penalty: 758.829346
	Iteration 34Q: 3 clusters Score -153374.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -153380.187500 Penalty: 758.829346
	Iteration 35Q: 3 clusters Score -153380.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -153386.359375 Penalty: 758.829346
	Iteration 36Q: 3 clusters Score -153386.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -153394.406250 Penalty: 758.829346
	Iteration 37Q: 3 clusters Score -153394.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -153403.328125 Penalty: 758.829346
	Iteration 38Q: 3 clusters Score -153403.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -153410.859375 Penalty: 758.829346
	Iteration 39Q: 3 clusters Score -153410.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -153415.328125 Penalty: 758.829346
	Iteration 40F: 3 clusters Score -153415.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -153419.968750 Penalty: 758.829346
	Iteration 41Q: 3 clusters Score -153420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -153422.953125 Penalty: 758.829346
	Iteration 42Q: 3 clusters Score -153423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -153427.609375 Penalty: 758.829346
	Iteration 43Q: 3 clusters Score -153427.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -153430.171875 Penalty: 758.829346
	Iteration 44Q: 3 clusters Score -153430.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -153431.500000 Penalty: 758.829346
	Iteration 45Q: 3 clusters Score -153431.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -153432.515625 Penalty: 758.829346
	Iteration 46Q: 3 clusters Score -153432.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -153433.281250 Penalty: 758.829346
	Iteration 47Q: 3 clusters Score -153433.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -153434.093750 Penalty: 758.829346
	Iteration 48Q: 3 clusters Score -153434.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -153435.437500 Penalty: 758.829346
	Iteration 49Q: 3 clusters Score -153435.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -153435.500000 Penalty: 758.829346
	Iteration 50Q: 3 clusters Score -153435.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -153435.500000 Penalty: 758.829346
	Iteration 51F: 3 clusters Score -153435.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Entering Unmasked Estep 
Score: -807716.937500 Penalty: 454.047180
	Iteration 0F: 2 clusters Score -807716.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -793342.625000 Penalty: 908.094360
	Iteration 0F: 3 clusters Score -793342.6 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -799416.500000 Penalty: 908.094360
	Iteration 1F: 3 clusters Score -799416.5 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -799904.875000 Penalty: 908.094360
	Iteration 2F: 3 clusters Score -799904.9 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -800551.062500 Penalty: 908.094360
	Iteration 3F: 3 clusters Score -800551.1 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -801456.937500 Penalty: 908.094360
	Iteration 4F: 3 clusters Score -801456.9 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -802660.625000 Penalty: 908.094360
	Iteration 5F: 3 clusters Score -802660.6 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -804011.125000 Penalty: 908.094360
	Iteration 6F: 3 clusters Score -804011.1 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -805362.375000 Penalty: 908.094360
	Iteration 7F: 3 clusters Score -805362.4 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -806435.812500 Penalty: 908.094360
	Iteration 8Q: 3 clusters Score -806435.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -806998.750000 Penalty: 908.094360
	Iteration 9Q: 3 clusters Score -806998.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -807196.625000 Penalty: 908.094360
	Iteration 10Q: 3 clusters Score -807196.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -807267.750000 Penalty: 908.094360
	Iteration 11Q: 3 clusters Score -807267.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -807290.312500 Penalty: 908.094360
	Iteration 12Q: 3 clusters Score -807290.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -807309.687500 Penalty: 908.094360
	Iteration 13Q: 3 clusters Score -807309.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -807317.687500 Penalty: 908.094360
	Iteration 14Q: 3 clusters Score -807317.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -807323.750000 Penalty: 908.094360
	Iteration 15Q: 3 clusters Score -807323.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -807326.437500 Penalty: 908.094360
	Iteration 16Q: 3 clusters Score -807326.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -807330.250000 Penalty: 908.094360
	Iteration 17Q: 3 clusters Score -807330.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -807335.250000 Penalty: 908.094360
	Iteration 18Q: 3 clusters Score -807335.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -807337.312500 Penalty: 908.094360
	Iteration 19Q: 3 clusters Score -807337.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -807338.625000 Penalty: 908.094360
	Iteration 20F: 3 clusters Score -807338.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -807341.375000 Penalty: 908.094360
	Iteration 21Q: 3 clusters Score -807341.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -807342.125000 Penalty: 908.094360
	Iteration 22Q: 3 clusters Score -807342.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -807345.187500 Penalty: 908.094360
	Iteration 23Q: 3 clusters Score -807345.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -807347.000000 Penalty: 908.094360
	Iteration 24Q: 3 clusters Score -807347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -807348.750000 Penalty: 908.094360
	Iteration 25Q: 3 clusters Score -807348.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -807348.750000 Penalty: 908.094360
	Iteration 26F: 3 clusters Score -807348.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (10031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Entering Unmasked Estep 
Score: -368385.187500 Penalty: 419.211304
	Iteration 0F: 2 clusters Score -368385.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -361543.593750 Penalty: 838.422607
	Iteration 0F: 3 clusters Score -361543.6 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -364257.343750 Penalty: 838.422607
	Iteration 1F: 3 clusters Score -364257.3 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -364709.656250 Penalty: 838.422607
	Iteration 2F: 3 clusters Score -364709.7 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -365260.250000 Penalty: 838.422607
	Iteration 3F: 3 clusters Score -365260.2 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -365937.531250 Penalty: 838.422607
	Iteration 4F: 3 clusters Score -365937.5 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -366649.000000 Penalty: 838.422607
	Iteration 5F: 3 clusters Score -366649 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -367188.687500 Penalty: 838.422607
	Iteration 6F: 3 clusters Score -367188.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -367514.218750 Penalty: 838.422607
	Iteration 7Q: 3 clusters Score -367514.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -367700.093750 Penalty: 838.422607
	Iteration 8Q: 3 clusters Score -367700.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -367812.656250 Penalty: 838.422607
	Iteration 9Q: 3 clusters Score -367812.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -367885.281250 Penalty: 838.422607
	Iteration 10Q: 3 clusters Score -367885.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -367938.281250 Penalty: 838.422607
	Iteration 11Q: 3 clusters Score -367938.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -367963.437500 Penalty: 838.422607
	Iteration 12Q: 3 clusters Score -367963.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -367979.343750 Penalty: 838.422607
	Iteration 13Q: 3 clusters Score -367979.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -367993.375000 Penalty: 838.422607
	Iteration 14Q: 3 clusters Score -367993.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -368017.093750 Penalty: 838.422607
	Iteration 15Q: 3 clusters Score -368017.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -368069.156250 Penalty: 838.422607
	Iteration 16Q: 3 clusters Score -368069.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -368133.843750 Penalty: 838.422607
	Iteration 17Q: 3 clusters Score -368133.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -368195.312500 Penalty: 838.422607
	Iteration 18Q: 3 clusters Score -368195.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -368258.343750 Penalty: 838.422607
	Iteration 19Q: 3 clusters Score -368258.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -368283.125000 Penalty: 838.422607
	Iteration 20F: 3 clusters Score -368283.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -368303.281250 Penalty: 838.422607
	Iteration 21Q: 3 clusters Score -368303.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -368313.437500 Penalty: 838.422607
	Iteration 22Q: 3 clusters Score -368313.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -368319.562500 Penalty: 838.422607
	Iteration 23Q: 3 clusters Score -368319.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -368325.187500 Penalty: 838.422607
	Iteration 24Q: 3 clusters Score -368325.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -368329.093750 Penalty: 838.422607
	Iteration 25Q: 3 clusters Score -368329.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -368331.593750 Penalty: 838.422607
	Iteration 26Q: 3 clusters Score -368331.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -368333.093750 Penalty: 838.422607
	Iteration 27Q: 3 clusters Score -368333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -368334.312500 Penalty: 838.422607
	Iteration 28Q: 3 clusters Score -368334.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -368335.093750 Penalty: 838.422607
	Iteration 29Q: 3 clusters Score -368335.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -368335.281250 Penalty: 838.422607
	Iteration 30Q: 3 clusters Score -368335.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -368335.281250 Penalty: 838.422607
	Iteration 31Q: 3 clusters Score -368335.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -368335.437500 Penalty: 838.422607
	Iteration 32Q: 3 clusters Score -368335.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -368335.562500 Penalty: 838.422607
	Iteration 33Q: 3 clusters Score -368335.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -368335.562500 Penalty: 838.422607
	Iteration 34F: 3 clusters Score -368335.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Entering Unmasked Estep 
Score: -351678.468750 Penalty: 418.974854
	Iteration 0F: 2 clusters Score -351678.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -345054.281250 Penalty: 837.949707
	Iteration 0F: 3 clusters Score -345054.3 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -347597.531250 Penalty: 837.949707
	Iteration 1F: 3 clusters Score -347597.5 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -347898.875000 Penalty: 837.949707
	Iteration 2F: 3 clusters Score -347898.9 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -348341.000000 Penalty: 837.949707
	Iteration 3F: 3 clusters Score -348341 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -348903.281250 Penalty: 837.949707
	Iteration 4F: 3 clusters Score -348903.3 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -349490.375000 Penalty: 837.949707
	Iteration 5F: 3 clusters Score -349490.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -349929.343750 Penalty: 837.949707
	Iteration 6F: 3 clusters Score -349929.3 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -350337.593750 Penalty: 837.949707
	Iteration 7F: 3 clusters Score -350337.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -350611.406250 Penalty: 837.949707
	Iteration 8Q: 3 clusters Score -350611.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -350757.343750 Penalty: 837.949707
	Iteration 9Q: 3 clusters Score -350757.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -350841.531250 Penalty: 837.949707
	Iteration 10Q: 3 clusters Score -350841.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -350891.843750 Penalty: 837.949707
	Iteration 11Q: 3 clusters Score -350891.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -350936.531250 Penalty: 837.949707
	Iteration 12Q: 3 clusters Score -350936.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -350984.562500 Penalty: 837.949707
	Iteration 13Q: 3 clusters Score -350984.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -351032.500000 Penalty: 837.949707
	Iteration 14Q: 3 clusters Score -351032.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -351066.750000 Penalty: 837.949707
	Iteration 15Q: 3 clusters Score -351066.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -351090.031250 Penalty: 837.949707
	Iteration 16Q: 3 clusters Score -351090 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -351106.250000 Penalty: 837.949707
	Iteration 17Q: 3 clusters Score -351106.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -351117.968750 Penalty: 837.949707
	Iteration 18Q: 3 clusters Score -351118 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -351128.031250 Penalty: 837.949707
	Iteration 19Q: 3 clusters Score -351128 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -351133.750000 Penalty: 837.949707
	Iteration 20F: 3 clusters Score -351133.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -351145.031250 Penalty: 837.949707
	Iteration 21Q: 3 clusters Score -351145 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -351154.531250 Penalty: 837.949707
	Iteration 22Q: 3 clusters Score -351154.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -351165.093750 Penalty: 837.949707
	Iteration 23Q: 3 clusters Score -351165.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -351175.906250 Penalty: 837.949707
	Iteration 24Q: 3 clusters Score -351175.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -351187.750000 Penalty: 837.949707
	Iteration 25Q: 3 clusters Score -351187.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -351203.343750 Penalty: 837.949707
	Iteration 26Q: 3 clusters Score -351203.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -351216.343750 Penalty: 837.949707
	Iteration 27Q: 3 clusters Score -351216.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -351225.531250 Penalty: 837.949707
	Iteration 28Q: 3 clusters Score -351225.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -351231.156250 Penalty: 837.949707
	Iteration 29Q: 3 clusters Score -351231.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -351237.593750 Penalty: 837.949707
	Iteration 30Q: 3 clusters Score -351237.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -351246.750000 Penalty: 837.949707
	Iteration 31Q: 3 clusters Score -351246.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -351257.375000 Penalty: 837.949707
	Iteration 32Q: 3 clusters Score -351257.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -351267.875000 Penalty: 837.949707
	Iteration 33Q: 3 clusters Score -351267.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -351276.031250 Penalty: 837.949707
	Iteration 34Q: 3 clusters Score -351276 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -351282.875000 Penalty: 837.949707
	Iteration 35Q: 3 clusters Score -351282.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -351292.718750 Penalty: 837.949707
	Iteration 36Q: 3 clusters Score -351292.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -351299.531250 Penalty: 837.949707
	Iteration 37Q: 3 clusters Score -351299.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -351306.093750 Penalty: 837.949707
	Iteration 38Q: 3 clusters Score -351306.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -351314.468750 Penalty: 837.949707
	Iteration 39Q: 3 clusters Score -351314.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -351322.375000 Penalty: 837.949707
	Iteration 40F: 3 clusters Score -351322.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -351327.812500 Penalty: 837.949707
	Iteration 41Q: 3 clusters Score -351327.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -351333.875000 Penalty: 837.949707
	Iteration 42Q: 3 clusters Score -351333.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -351339.937500 Penalty: 837.949707
	Iteration 43Q: 3 clusters Score -351339.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -351345.562500 Penalty: 837.949707
	Iteration 44Q: 3 clusters Score -351345.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -351350.031250 Penalty: 837.949707
	Iteration 45Q: 3 clusters Score -351350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -351354.406250 Penalty: 837.949707
	Iteration 46Q: 3 clusters Score -351354.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -351355.812500 Penalty: 837.949707
	Iteration 47Q: 3 clusters Score -351355.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -351358.718750 Penalty: 837.949707
	Iteration 48Q: 3 clusters Score -351358.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -351363.812500 Penalty: 837.949707
	Iteration 49Q: 3 clusters Score -351363.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -351367.687500 Penalty: 837.949707
	Iteration 50Q: 3 clusters Score -351367.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -351369.750000 Penalty: 837.949707
	Iteration 51Q: 3 clusters Score -351369.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -351372.218750 Penalty: 837.949707
	Iteration 52Q: 3 clusters Score -351372.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -351374.531250 Penalty: 837.949707
	Iteration 53Q: 3 clusters Score -351374.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -351377.875000 Penalty: 837.949707
	Iteration 54Q: 3 clusters Score -351377.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -351383.000000 Penalty: 837.949707
	Iteration 55Q: 3 clusters Score -351383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -351385.062500 Penalty: 837.949707
	Iteration 56Q: 3 clusters Score -351385.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -351389.968750 Penalty: 837.949707
	Iteration 57Q: 3 clusters Score -351390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -351393.500000 Penalty: 837.949707
	Iteration 58Q: 3 clusters Score -351393.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -351394.250000 Penalty: 837.949707
	Iteration 59Q: 3 clusters Score -351394.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -351398.312500 Penalty: 837.949707
	Iteration 60F: 3 clusters Score -351398.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -351399.937500 Penalty: 837.949707
	Iteration 61Q: 3 clusters Score -351399.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -351403.187500 Penalty: 837.949707
	Iteration 62Q: 3 clusters Score -351403.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -351404.156250 Penalty: 837.949707
	Iteration 63Q: 3 clusters Score -351404.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -351406.093750 Penalty: 837.949707
	Iteration 64Q: 3 clusters Score -351406.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -351407.656250 Penalty: 837.949707
	Iteration 65Q: 3 clusters Score -351407.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -351410.218750 Penalty: 837.949707
	Iteration 66Q: 3 clusters Score -351410.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -351412.531250 Penalty: 837.949707
	Iteration 67Q: 3 clusters Score -351412.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -351415.156250 Penalty: 837.949707
	Iteration 68Q: 3 clusters Score -351415.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -351417.218750 Penalty: 837.949707
	Iteration 69Q: 3 clusters Score -351417.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -351419.156250 Penalty: 837.949707
	Iteration 70Q: 3 clusters Score -351419.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -351422.750000 Penalty: 837.949707
	Iteration 71Q: 3 clusters Score -351422.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -351423.875000 Penalty: 837.949707
	Iteration 72Q: 3 clusters Score -351423.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -351424.500000 Penalty: 837.949707
	Iteration 73Q: 3 clusters Score -351424.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -351426.437500 Penalty: 837.949707
	Iteration 74Q: 3 clusters Score -351426.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -351427.718750 Penalty: 837.949707
	Iteration 75Q: 3 clusters Score -351427.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -351428.031250 Penalty: 837.949707
	Iteration 76Q: 3 clusters Score -351428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -351428.437500 Penalty: 837.949707
	Iteration 77Q: 3 clusters Score -351428.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -351429.531250 Penalty: 837.949707
	Iteration 78Q: 3 clusters Score -351429.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -351430.187500 Penalty: 837.949707
	Iteration 79Q: 3 clusters Score -351430.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -351429.968750 Penalty: 837.949707
	Iteration 80F: 3 clusters Score -351430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -351429.875000 Penalty: 837.949707
	Iteration 81Q: 3 clusters Score -351429.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -351430.500000 Penalty: 837.949707
	Iteration 82Q: 3 clusters Score -351430.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -351430.312500 Penalty: 837.949707
	Iteration 83Q: 3 clusters Score -351430.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -351430.375000 Penalty: 837.949707
	Iteration 84Q: 3 clusters Score -351430.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -351431.000000 Penalty: 837.949707
	Iteration 85Q: 3 clusters Score -351431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -351431.437500 Penalty: 837.949707
	Iteration 86Q: 3 clusters Score -351431.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -351432.062500 Penalty: 837.949707
	Iteration 87Q: 3 clusters Score -351432.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -351432.250000 Penalty: 837.949707
	Iteration 88Q: 3 clusters Score -351432.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -351432.250000 Penalty: 837.949707
	Iteration 89F: 3 clusters Score -351432.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Entering Unmasked Estep 
Score: -260701.937500 Penalty: 403.602386
	Iteration 0F: 2 clusters Score -260701.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -255961.078125 Penalty: 807.204773
	Iteration 0F: 3 clusters Score -255961.1 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -258153.296875 Penalty: 807.204773
	Iteration 1F: 3 clusters Score -258153.3 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -258680.078125 Penalty: 807.204773
	Iteration 2F: 3 clusters Score -258680.1 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -259220.984375 Penalty: 807.204773
	Iteration 3F: 3 clusters Score -259221 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -259652.421875 Penalty: 807.204773
	Iteration 4F: 3 clusters Score -259652.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -259987.046875 Penalty: 807.204773
	Iteration 5F: 3 clusters Score -259987 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -260191.156250 Penalty: 807.204773
	Iteration 6Q: 3 clusters Score -260191.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -260341.750000 Penalty: 807.204773
	Iteration 7Q: 3 clusters Score -260341.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -260448.125000 Penalty: 807.204773
	Iteration 8Q: 3 clusters Score -260448.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -260535.812500 Penalty: 807.204773
	Iteration 9Q: 3 clusters Score -260535.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -260601.843750 Penalty: 807.204773
	Iteration 10Q: 3 clusters Score -260601.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -260637.343750 Penalty: 807.204773
	Iteration 11Q: 3 clusters Score -260637.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -260659.125000 Penalty: 807.204773
	Iteration 12Q: 3 clusters Score -260659.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -260672.640625 Penalty: 807.204773
	Iteration 13Q: 3 clusters Score -260672.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -260681.156250 Penalty: 807.204773
	Iteration 14Q: 3 clusters Score -260681.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -260686.062500 Penalty: 807.204773
	Iteration 15Q: 3 clusters Score -260686.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -260690.875000 Penalty: 807.204773
	Iteration 16Q: 3 clusters Score -260690.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -260694.375000 Penalty: 807.204773
	Iteration 17Q: 3 clusters Score -260694.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -260697.406250 Penalty: 807.204773
	Iteration 18Q: 3 clusters Score -260697.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -260699.468750 Penalty: 807.204773
	Iteration 19Q: 3 clusters Score -260699.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -260701.609375 Penalty: 807.204773
	Iteration 20F: 3 clusters Score -260701.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -260702.671875 Penalty: 807.204773
	Iteration 21Q: 3 clusters Score -260702.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -260703.062500 Penalty: 807.204773
	Iteration 22Q: 3 clusters Score -260703.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -260703.062500 Penalty: 807.204773
	Iteration 23F: 3 clusters Score -260703.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 550223 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4582 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 7350 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7611 members 
Mstep: Class 14 contains 11520 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10799 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17374 members 
Mstep: Class 22 contains 14817 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15203 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7442 members 
Mstep: Class 34 contains 1636 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21570 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9979 members 
Mstep: Class 39 contains 880 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17629 members 
Mstep: Class 42 contains 6238 members 
Entering Unmasked Estep 
Score: -50376200.000000 Penalty: 27027.978516
Splitting cluster 39 changes total score from -50376460.000000 to -50376200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -18240.240234 Penalty: 295.534576
	Iteration 0F: 2 clusters Score -18240.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -17672.228516 Penalty: 591.069153
	Iteration 0F: 3 clusters Score -17672.23 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -17923.960938 Penalty: 591.069153
	Iteration 1F: 3 clusters Score -17923.96 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -17985.638672 Penalty: 591.069153
	Iteration 2F: 3 clusters Score -17985.64 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -18032.515625 Penalty: 591.069153
	Iteration 3F: 3 clusters Score -18032.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -18068.478516 Penalty: 591.069153
	Iteration 4Q: 3 clusters Score -18068.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -18085.482422 Penalty: 591.069153
	Iteration 5Q: 3 clusters Score -18085.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -18088.390625 Penalty: 591.069153
	Iteration 6Q: 3 clusters Score -18088.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -18089.759766 Penalty: 591.069153
	Iteration 7Q: 3 clusters Score -18089.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -18091.132812 Penalty: 591.069153
	Iteration 8Q: 3 clusters Score -18091.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -18092.519531 Penalty: 591.069153
	Iteration 9Q: 3 clusters Score -18092.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -18092.904297 Penalty: 591.069153
	Iteration 10Q: 3 clusters Score -18092.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -18093.513672 Penalty: 591.069153
	Iteration 11Q: 3 clusters Score -18093.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -18094.042969 Penalty: 591.069153
	Iteration 12Q: 3 clusters Score -18094.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -18094.580078 Penalty: 591.069153
	Iteration 13Q: 3 clusters Score -18094.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -18094.580078 Penalty: 591.069153
	Iteration 14F: 3 clusters Score -18094.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (17629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Entering Unmasked Estep 
Score: -650040.125000 Penalty: 444.867188
	Iteration 0F: 2 clusters Score -650040.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -638367.437500 Penalty: 889.734375
	Iteration 0F: 3 clusters Score -638367.4 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -643236.625000 Penalty: 889.734375
	Iteration 1F: 3 clusters Score -643236.6 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -643680.812500 Penalty: 889.734375
	Iteration 2F: 3 clusters Score -643680.8 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -644252.500000 Penalty: 889.734375
	Iteration 3F: 3 clusters Score -644252.5 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -645045.937500 Penalty: 889.734375
	Iteration 4F: 3 clusters Score -645045.9 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -645967.000000 Penalty: 889.734375
	Iteration 5F: 3 clusters Score -645967 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -646808.187500 Penalty: 889.734375
	Iteration 6F: 3 clusters Score -646808.2 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -647511.250000 Penalty: 889.734375
	Iteration 7F: 3 clusters Score -647511.2 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -648092.000000 Penalty: 889.734375
	Iteration 8Q: 3 clusters Score -648092 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -648545.875000 Penalty: 889.734375
	Iteration 9Q: 3 clusters Score -648545.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -648810.062500 Penalty: 889.734375
	Iteration 10Q: 3 clusters Score -648810.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -648968.500000 Penalty: 889.734375
	Iteration 11Q: 3 clusters Score -648968.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -649053.812500 Penalty: 889.734375
	Iteration 12Q: 3 clusters Score -649053.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -649118.125000 Penalty: 889.734375
	Iteration 13Q: 3 clusters Score -649118.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -649173.937500 Penalty: 889.734375
	Iteration 14Q: 3 clusters Score -649173.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -649222.250000 Penalty: 889.734375
	Iteration 15Q: 3 clusters Score -649222.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -649251.437500 Penalty: 889.734375
	Iteration 16Q: 3 clusters Score -649251.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -649273.187500 Penalty: 889.734375
	Iteration 17Q: 3 clusters Score -649273.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -649295.062500 Penalty: 889.734375
	Iteration 18Q: 3 clusters Score -649295.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -649313.750000 Penalty: 889.734375
	Iteration 19Q: 3 clusters Score -649313.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -649330.250000 Penalty: 889.734375
	Iteration 20F: 3 clusters Score -649330.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -649347.375000 Penalty: 889.734375
	Iteration 21Q: 3 clusters Score -649347.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -649365.375000 Penalty: 889.734375
	Iteration 22Q: 3 clusters Score -649365.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -649377.687500 Penalty: 889.734375
	Iteration 23Q: 3 clusters Score -649377.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -649390.562500 Penalty: 889.734375
	Iteration 24Q: 3 clusters Score -649390.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -649407.812500 Penalty: 889.734375
	Iteration 25Q: 3 clusters Score -649407.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -649423.187500 Penalty: 889.734375
	Iteration 26Q: 3 clusters Score -649423.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -649440.500000 Penalty: 889.734375
	Iteration 27Q: 3 clusters Score -649440.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -649456.500000 Penalty: 889.734375
	Iteration 28Q: 3 clusters Score -649456.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -649468.312500 Penalty: 889.734375
	Iteration 29Q: 3 clusters Score -649468.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -649478.250000 Penalty: 889.734375
	Iteration 30Q: 3 clusters Score -649478.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -649485.125000 Penalty: 889.734375
	Iteration 31Q: 3 clusters Score -649485.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -649491.187500 Penalty: 889.734375
	Iteration 32Q: 3 clusters Score -649491.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -649503.000000 Penalty: 889.734375
	Iteration 33Q: 3 clusters Score -649503 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -649506.500000 Penalty: 889.734375
	Iteration 34Q: 3 clusters Score -649506.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -649515.250000 Penalty: 889.734375
	Iteration 35Q: 3 clusters Score -649515.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -649521.437500 Penalty: 889.734375
	Iteration 36Q: 3 clusters Score -649521.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -649528.125000 Penalty: 889.734375
	Iteration 37Q: 3 clusters Score -649528.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -649535.687500 Penalty: 889.734375
	Iteration 38Q: 3 clusters Score -649535.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -649542.625000 Penalty: 889.734375
	Iteration 39Q: 3 clusters Score -649542.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -649554.937500 Penalty: 889.734375
	Iteration 40F: 3 clusters Score -649554.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -649562.187500 Penalty: 889.734375
	Iteration 41Q: 3 clusters Score -649562.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -649565.937500 Penalty: 889.734375
	Iteration 42Q: 3 clusters Score -649565.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -649570.062500 Penalty: 889.734375
	Iteration 43Q: 3 clusters Score -649570.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -649575.125000 Penalty: 889.734375
	Iteration 44Q: 3 clusters Score -649575.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -649581.062500 Penalty: 889.734375
	Iteration 45Q: 3 clusters Score -649581.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -649587.437500 Penalty: 889.734375
	Iteration 46Q: 3 clusters Score -649587.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -649597.500000 Penalty: 889.734375
	Iteration 47Q: 3 clusters Score -649597.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -649608.250000 Penalty: 889.734375
	Iteration 48Q: 3 clusters Score -649608.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -649614.062500 Penalty: 889.734375
	Iteration 49Q: 3 clusters Score -649614.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -649621.562500 Penalty: 889.734375
	Iteration 50Q: 3 clusters Score -649621.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -649627.125000 Penalty: 889.734375
	Iteration 51Q: 3 clusters Score -649627.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -649632.750000 Penalty: 889.734375
	Iteration 52Q: 3 clusters Score -649632.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -649635.000000 Penalty: 889.734375
	Iteration 53Q: 3 clusters Score -649635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -649636.500000 Penalty: 889.734375
	Iteration 54Q: 3 clusters Score -649636.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -649638.937500 Penalty: 889.734375
	Iteration 55Q: 3 clusters Score -649638.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -649639.375000 Penalty: 889.734375
	Iteration 56Q: 3 clusters Score -649639.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -649642.375000 Penalty: 889.734375
	Iteration 57Q: 3 clusters Score -649642.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -649642.687500 Penalty: 889.734375
	Iteration 58Q: 3 clusters Score -649642.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -649645.000000 Penalty: 889.734375
	Iteration 59Q: 3 clusters Score -649645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -649646.750000 Penalty: 889.734375
	Iteration 60F: 3 clusters Score -649646.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -649649.500000 Penalty: 889.734375
	Iteration 61Q: 3 clusters Score -649649.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -649649.812500 Penalty: 889.734375
	Iteration 62Q: 3 clusters Score -649649.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -649648.375000 Penalty: 889.734375
	Iteration 63Q: 3 clusters Score -649648.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -649647.625000 Penalty: 889.734375
	Iteration 64Q: 3 clusters Score -649647.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -649648.687500 Penalty: 889.734375
	Iteration 65Q: 3 clusters Score -649648.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -649648.562500 Penalty: 889.734375
	Iteration 66Q: 3 clusters Score -649648.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -649648.562500 Penalty: 889.734375
	Iteration 67Q: 3 clusters Score -649648.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -649647.187500 Penalty: 889.734375
	Iteration 68Q: 3 clusters Score -649647.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -649647.187500 Penalty: 889.734375
	Iteration 69Q: 3 clusters Score -649647.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -649647.812500 Penalty: 889.734375
	Iteration 70Q: 3 clusters Score -649647.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -649651.000000 Penalty: 889.734375
	Iteration 71Q: 3 clusters Score -649651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -649652.625000 Penalty: 889.734375
	Iteration 72Q: 3 clusters Score -649652.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -649653.500000 Penalty: 889.734375
	Iteration 73Q: 3 clusters Score -649653.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -649652.437500 Penalty: 889.734375
	Iteration 74Q: 3 clusters Score -649652.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -649652.437500 Penalty: 889.734375
	Iteration 75Q: 3 clusters Score -649652.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -649652.250000 Penalty: 889.734375
	Iteration 76Q: 3 clusters Score -649652.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -649653.375000 Penalty: 889.734375
	Iteration 77Q: 3 clusters Score -649653.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -649653.625000 Penalty: 889.734375
	Iteration 78Q: 3 clusters Score -649653.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -649653.687500 Penalty: 889.734375
	Iteration 79Q: 3 clusters Score -649653.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -649655.000000 Penalty: 889.734375
	Iteration 80F: 3 clusters Score -649655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -649654.062500 Penalty: 889.734375
	Iteration 81Q: 3 clusters Score -649654.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -649654.562500 Penalty: 889.734375
	Iteration 82Q: 3 clusters Score -649654.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -649655.625000 Penalty: 889.734375
	Iteration 83Q: 3 clusters Score -649655.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -649655.625000 Penalty: 889.734375
	Iteration 84F: 3 clusters Score -649655.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 550223 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4582 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 7350 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7611 members 
Mstep: Class 14 contains 11520 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10799 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17374 members 
Mstep: Class 22 contains 14817 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15203 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7442 members 
Mstep: Class 34 contains 1636 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21570 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9979 members 
Mstep: Class 39 contains 7118 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376464.000000 Penalty: 26384.455078
Iteration 239Q: 42 clusters Score -5.037646e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 550225 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478881 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4576 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7351 members 
Mstep: Class 11 contains 12530 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 11520 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10798 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17375 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15206 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7442 members 
Mstep: Class 34 contains 1632 members 
Mstep: Class 35 contains 4183 members 
Mstep: Class 36 contains 21573 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9979 members 
Mstep: Class 39 contains 7118 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376448.000000 Penalty: 26384.455078
Iteration 240F: 42 clusters Score -5.037645e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 550222 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 7352 members 
Mstep: Class 11 contains 12530 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 11519 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10799 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17378 members 
Mstep: Class 22 contains 14817 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15215 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7442 members 
Mstep: Class 34 contains 1629 members 
Mstep: Class 35 contains 4182 members 
Mstep: Class 36 contains 21575 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 9979 members 
Mstep: Class 39 contains 7117 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376460.000000 Penalty: 26384.455078
Iteration 241Q: 42 clusters Score -5.037646e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 550223 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4557 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 7352 members 
Mstep: Class 11 contains 12530 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 11519 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10799 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17375 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3715 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15220 members 
Mstep: Class 29 contains 5412 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7442 members 
Mstep: Class 34 contains 1629 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21579 members 
Mstep: Class 37 contains 10032 members 
Mstep: Class 38 contains 9980 members 
Mstep: Class 39 contains 7117 members 
Mstep: Class 40 contains 663 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376460.000000 Penalty: 26384.455078
Iteration 242Q: 42 clusters Score -5.037646e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 550223 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4553 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 7351 members 
Mstep: Class 11 contains 12530 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11518 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10799 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17374 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3717 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15223 members 
Mstep: Class 29 contains 5410 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7442 members 
Mstep: Class 34 contains 1629 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21581 members 
Mstep: Class 37 contains 10033 members 
Mstep: Class 38 contains 9980 members 
Mstep: Class 39 contains 7118 members 
Mstep: Class 40 contains 664 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376440.000000 Penalty: 26384.455078
Iteration 243Q: 42 clusters Score -5.037644e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 550224 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478884 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4546 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 7350 members 
Mstep: Class 11 contains 12530 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7615 members 
Mstep: Class 14 contains 11519 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10797 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17374 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3718 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15229 members 
Mstep: Class 29 contains 5409 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7442 members 
Mstep: Class 34 contains 1629 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21583 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9980 members 
Mstep: Class 39 contains 7117 members 
Mstep: Class 40 contains 665 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376480.000000 Penalty: 26384.455078
Iteration 244Q: 42 clusters Score -5.037648e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 550231 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4540 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 7351 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11519 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10798 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17373 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3720 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15224 members 
Mstep: Class 29 contains 5407 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7442 members 
Mstep: Class 34 contains 1629 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21585 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9980 members 
Mstep: Class 39 contains 7117 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376460.000000 Penalty: 26384.455078
Iteration 245Q: 42 clusters Score -5.037646e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 550231 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4535 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 7351 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11518 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10800 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17373 members 
Mstep: Class 22 contains 14817 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15227 members 
Mstep: Class 29 contains 5404 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7442 members 
Mstep: Class 34 contains 1629 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9980 members 
Mstep: Class 39 contains 7117 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376492.000000 Penalty: 26384.455078
Iteration 246Q: 42 clusters Score -5.037649e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 550232 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4529 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7351 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11517 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10801 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17372 members 
Mstep: Class 22 contains 14817 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3726 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15227 members 
Mstep: Class 29 contains 5400 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7442 members 
Mstep: Class 34 contains 1629 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21587 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9980 members 
Mstep: Class 39 contains 7120 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376508.000000 Penalty: 26384.455078
Iteration 247Q: 42 clusters Score -5.037651e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 550227 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4525 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7351 members 
Mstep: Class 11 contains 12533 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11518 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10800 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17371 members 
Mstep: Class 22 contains 14817 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15225 members 
Mstep: Class 29 contains 5398 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7442 members 
Mstep: Class 34 contains 1629 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21587 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7128 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376504.000000 Penalty: 26384.455078
Iteration 248Q: 42 clusters Score -5.03765e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 550226 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478885 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7351 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11519 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10798 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17368 members 
Mstep: Class 22 contains 14817 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15230 members 
Mstep: Class 29 contains 5395 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7441 members 
Mstep: Class 34 contains 1629 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21587 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7131 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376504.000000 Penalty: 26384.455078
Iteration 249Q: 42 clusters Score -5.03765e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 550221 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478885 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4510 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7351 members 
Mstep: Class 11 contains 12529 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11521 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10796 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17362 members 
Mstep: Class 22 contains 14817 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3736 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15238 members 
Mstep: Class 29 contains 5394 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7440 members 
Mstep: Class 34 contains 1629 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21588 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7135 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376508.000000 Penalty: 26384.455078
Iteration 250Q: 42 clusters Score -5.037651e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 550219 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478886 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7350 members 
Mstep: Class 11 contains 12526 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 11523 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10793 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17359 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3738 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15245 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7440 members 
Mstep: Class 34 contains 1627 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21590 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7134 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376500.000000 Penalty: 26384.455078
Iteration 251Q: 42 clusters Score -5.03765e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 550221 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478886 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4504 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12526 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 11523 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10788 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17359 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3738 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15243 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12704 members 
Mstep: Class 33 contains 7440 members 
Mstep: Class 34 contains 1626 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21591 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7135 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376520.000000 Penalty: 26384.455078
Iteration 252Q: 42 clusters Score -5.037652e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 550223 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478884 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4502 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12528 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 11522 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10786 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17357 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3738 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15241 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12705 members 
Mstep: Class 33 contains 7440 members 
Mstep: Class 34 contains 1625 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21594 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7135 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376524.000000 Penalty: 26384.455078
Iteration 253Q: 42 clusters Score -5.037652e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 550228 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4500 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12529 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11522 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10783 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17356 members 
Mstep: Class 22 contains 14817 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3738 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15237 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12706 members 
Mstep: Class 33 contains 7440 members 
Mstep: Class 34 contains 1625 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21596 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7135 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376532.000000 Penalty: 26384.455078
Iteration 254Q: 42 clusters Score -5.037653e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 550232 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478884 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4498 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12530 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11523 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10781 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 17356 members 
Mstep: Class 22 contains 14817 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3738 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15228 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12706 members 
Mstep: Class 33 contains 7439 members 
Mstep: Class 34 contains 1625 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21601 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7136 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376548.000000 Penalty: 26384.455078
Iteration 255Q: 42 clusters Score -5.037655e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 550246 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478885 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4500 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12531 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 11523 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10779 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17355 members 
Mstep: Class 22 contains 14817 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15208 members 
Mstep: Class 29 contains 5392 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12706 members 
Mstep: Class 33 contains 7438 members 
Mstep: Class 34 contains 1625 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21608 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7136 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376580.000000 Penalty: 26384.455078
Iteration 256Q: 42 clusters Score -5.037658e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 550263 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478888 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4499 members 
Mstep: Class 8 contains 6331 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 7348 members 
Mstep: Class 11 contains 12535 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 11524 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10777 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17353 members 
Mstep: Class 22 contains 14817 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15187 members 
Mstep: Class 29 contains 5391 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12706 members 
Mstep: Class 33 contains 7437 members 
Mstep: Class 34 contains 1625 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21613 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9977 members 
Mstep: Class 39 contains 7136 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376520.000000 Penalty: 26384.455078
Iteration 257Q: 42 clusters Score -5.037652e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 550285 members 
Mstep: Class 3 contains 7318 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478886 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4497 members 
Mstep: Class 8 contains 6331 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 7348 members 
Mstep: Class 11 contains 12535 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7611 members 
Mstep: Class 14 contains 11525 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105974 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10776 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 17349 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15169 members 
Mstep: Class 29 contains 5392 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12706 members 
Mstep: Class 33 contains 7437 members 
Mstep: Class 34 contains 1625 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21616 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9976 members 
Mstep: Class 39 contains 7136 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376536.000000 Penalty: 26384.455078
Iteration 258Q: 42 clusters Score -5.037654e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 550312 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478882 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4496 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 7348 members 
Mstep: Class 11 contains 12536 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7610 members 
Mstep: Class 14 contains 11526 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105974 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10776 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 17350 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15142 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1625 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21619 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9977 members 
Mstep: Class 39 contains 7136 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376516.000000 Penalty: 26384.455078
Iteration 259Q: 42 clusters Score -5.037652e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 550334 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4495 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7348 members 
Mstep: Class 11 contains 12535 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7609 members 
Mstep: Class 14 contains 11526 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105974 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10776 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 17349 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15122 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1625 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21623 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9977 members 
Mstep: Class 39 contains 7136 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376468.000000 Penalty: 26384.455078
Iteration 260F: 42 clusters Score -5.037647e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 550362 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4490 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7350 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7609 members 
Mstep: Class 14 contains 11526 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10777 members 
Mstep: Class 20 contains 2914 members 
Mstep: Class 21 contains 17349 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15091 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1625 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21627 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9977 members 
Mstep: Class 39 contains 7136 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376552.000000 Penalty: 26384.455078
Iteration 261Q: 42 clusters Score -5.037655e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 550387 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4484 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7352 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7609 members 
Mstep: Class 14 contains 11526 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2914 members 
Mstep: Class 21 contains 17347 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15064 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1625 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21631 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9977 members 
Mstep: Class 39 contains 7136 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376552.000000 Penalty: 26384.455078
Iteration 262Q: 42 clusters Score -5.037655e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 550406 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478881 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7353 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7610 members 
Mstep: Class 14 contains 11524 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10779 members 
Mstep: Class 20 contains 2914 members 
Mstep: Class 21 contains 17350 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15040 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1625 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21636 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9977 members 
Mstep: Class 39 contains 7135 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376588.000000 Penalty: 26384.455078
Iteration 263Q: 42 clusters Score -5.037659e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 550428 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 478881 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4476 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7353 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7611 members 
Mstep: Class 14 contains 11524 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10779 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17349 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 15017 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1625 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21637 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9977 members 
Mstep: Class 39 contains 7137 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376612.000000 Penalty: 26384.455078
Iteration 264Q: 42 clusters Score -5.037661e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 550455 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478881 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7353 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 11525 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10779 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17345 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14987 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1625 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21641 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9977 members 
Mstep: Class 39 contains 7138 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376632.000000 Penalty: 26384.455078
Iteration 265Q: 42 clusters Score -5.037663e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 550480 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478881 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 7354 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 11525 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17342 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14958 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1625 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21644 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7140 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376648.000000 Penalty: 26384.455078
Iteration 266Q: 42 clusters Score -5.037665e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 550513 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478882 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 7354 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 11525 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105973 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17341 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14924 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1625 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21647 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7140 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376676.000000 Penalty: 26384.455078
Iteration 267Q: 42 clusters Score -5.037668e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 550540 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 7353 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 11525 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10777 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17341 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14898 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1623 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21648 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7141 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376652.000000 Penalty: 26384.455078
Iteration 268Q: 42 clusters Score -5.037665e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 550562 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478882 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4470 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 7353 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7611 members 
Mstep: Class 14 contains 11526 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10776 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17342 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14880 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21649 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7140 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376684.000000 Penalty: 26384.455078
Iteration 269Q: 42 clusters Score -5.037668e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 550574 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4467 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 7352 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 11528 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10777 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14865 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21648 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7140 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376684.000000 Penalty: 26384.455078
Iteration 270Q: 42 clusters Score -5.037668e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 550587 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4465 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 7351 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 11529 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17343 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14852 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21649 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7140 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376692.000000 Penalty: 26384.455078
Iteration 271Q: 42 clusters Score -5.037669e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 550599 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4464 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 7351 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 11530 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14839 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21648 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7140 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376696.000000 Penalty: 26384.455078
Iteration 272Q: 42 clusters Score -5.03767e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 550606 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4466 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11531 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14832 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21648 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376708.000000 Penalty: 26384.455078
Iteration 273Q: 42 clusters Score -5.037671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 550607 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4465 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11534 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14831 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21647 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376712.000000 Penalty: 26384.455078
Iteration 274Q: 42 clusters Score -5.037671e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 550610 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4465 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11537 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10777 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14828 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21646 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376708.000000 Penalty: 26384.455078
Iteration 275Q: 42 clusters Score -5.037671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 550612 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4465 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14824 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21647 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376704.000000 Penalty: 26384.455078
Iteration 276Q: 42 clusters Score -5.03767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 550616 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4465 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14819 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21648 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376704.000000 Penalty: 26384.455078
Iteration 277Q: 42 clusters Score -5.03767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 550619 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4465 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14818 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21646 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376704.000000 Penalty: 26384.455078
Iteration 278Q: 42 clusters Score -5.03767e+07 nChanged 1
Entering ConstructFrom: 
Score: -50376704.000000 Penalty: 26384.455078
Entering ConstructFrom: 
Trying to split cluster 1 (3935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Entering Unmasked Estep 
Score: -146835.250000 Penalty: 376.633820
	Iteration 0F: 2 clusters Score -146835.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -144160.109375 Penalty: 753.267639
	Iteration 0F: 3 clusters Score -144160.1 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -145294.156250 Penalty: 753.267639
	Iteration 1F: 3 clusters Score -145294.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -145543.500000 Penalty: 753.267639
	Iteration 2F: 3 clusters Score -145543.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -145735.421875 Penalty: 753.267639
	Iteration 3F: 3 clusters Score -145735.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -145893.218750 Penalty: 753.267639
	Iteration 4F: 3 clusters Score -145893.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -145995.734375 Penalty: 753.267639
	Iteration 5Q: 3 clusters Score -145995.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -146083.187500 Penalty: 753.267639
	Iteration 6Q: 3 clusters Score -146083.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -146157.453125 Penalty: 753.267639
	Iteration 7Q: 3 clusters Score -146157.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -146203.375000 Penalty: 753.267639
	Iteration 8Q: 3 clusters Score -146203.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -146236.953125 Penalty: 753.267639
	Iteration 9Q: 3 clusters Score -146237 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -146267.937500 Penalty: 753.267639
	Iteration 10Q: 3 clusters Score -146267.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -146309.390625 Penalty: 753.267639
	Iteration 11Q: 3 clusters Score -146309.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -146338.656250 Penalty: 753.267639
	Iteration 12Q: 3 clusters Score -146338.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -146370.125000 Penalty: 753.267639
	Iteration 13Q: 3 clusters Score -146370.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -146399.562500 Penalty: 753.267639
	Iteration 14Q: 3 clusters Score -146399.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -146418.609375 Penalty: 753.267639
	Iteration 15Q: 3 clusters Score -146418.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -146435.656250 Penalty: 753.267639
	Iteration 16Q: 3 clusters Score -146435.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -146455.718750 Penalty: 753.267639
	Iteration 17Q: 3 clusters Score -146455.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -146477.484375 Penalty: 753.267639
	Iteration 18Q: 3 clusters Score -146477.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -146492.234375 Penalty: 753.267639
	Iteration 19Q: 3 clusters Score -146492.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -146500.109375 Penalty: 753.267639
	Iteration 20F: 3 clusters Score -146500.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -146506.109375 Penalty: 753.267639
	Iteration 21Q: 3 clusters Score -146506.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -146512.234375 Penalty: 753.267639
	Iteration 22Q: 3 clusters Score -146512.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -146515.546875 Penalty: 753.267639
	Iteration 23Q: 3 clusters Score -146515.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -146526.484375 Penalty: 753.267639
	Iteration 24Q: 3 clusters Score -146526.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -146539.156250 Penalty: 753.267639
	Iteration 25Q: 3 clusters Score -146539.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -146550.968750 Penalty: 753.267639
	Iteration 26Q: 3 clusters Score -146551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -146555.109375 Penalty: 753.267639
	Iteration 27Q: 3 clusters Score -146555.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -146557.843750 Penalty: 753.267639
	Iteration 28Q: 3 clusters Score -146557.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -146559.531250 Penalty: 753.267639
	Iteration 29Q: 3 clusters Score -146559.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -146562.531250 Penalty: 753.267639
	Iteration 30Q: 3 clusters Score -146562.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -146563.687500 Penalty: 753.267639
	Iteration 31Q: 3 clusters Score -146563.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -146563.781250 Penalty: 753.267639
	Iteration 32Q: 3 clusters Score -146563.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -146563.968750 Penalty: 753.267639
	Iteration 33Q: 3 clusters Score -146564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -146564.859375 Penalty: 753.267639
	Iteration 34Q: 3 clusters Score -146564.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -146566.046875 Penalty: 753.267639
	Iteration 35Q: 3 clusters Score -146566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -146566.703125 Penalty: 753.267639
	Iteration 36Q: 3 clusters Score -146566.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -146567.109375 Penalty: 753.267639
	Iteration 37Q: 3 clusters Score -146567.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -146567.546875 Penalty: 753.267639
	Iteration 38Q: 3 clusters Score -146567.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -146568.421875 Penalty: 753.267639
	Iteration 39Q: 3 clusters Score -146568.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -146568.421875 Penalty: 753.267639
	Iteration 40F: 3 clusters Score -146568.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (550620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550620 members 
Entering Unmasked Estep 
Score: -21276156.000000 Penalty: 601.455444
	Iteration 0F: 2 clusters Score -2.127616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275815 members 
Mstep: Class 2 contains 274805 members 
Entering Unmasked Estep 
Score: -20930676.000000 Penalty: 1202.910889
	Iteration 0F: 3 clusters Score -2.093068e+07 nChanged 272819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319472 members 
Mstep: Class 2 contains 231148 members 
Entering Unmasked Estep 
Score: -21106100.000000 Penalty: 1202.910889
	Iteration 1F: 3 clusters Score -2.11061e+07 nChanged 33122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349174 members 
Mstep: Class 2 contains 201446 members 
Entering Unmasked Estep 
Score: -21121854.000000 Penalty: 1202.910889
	Iteration 2F: 3 clusters Score -2.112185e+07 nChanged 43159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390031 members 
Mstep: Class 2 contains 160589 members 
Entering Unmasked Estep 
Score: -21144020.000000 Penalty: 1202.910889
	Iteration 3F: 3 clusters Score -2.114402e+07 nChanged 48394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437031 members 
Mstep: Class 2 contains 113589 members 
Entering Unmasked Estep 
Score: -21169074.000000 Penalty: 1202.910889
	Iteration 4F: 3 clusters Score -2.116907e+07 nChanged 44577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481080 members 
Mstep: Class 2 contains 69540 members 
Entering Unmasked Estep 
Score: -21203198.000000 Penalty: 1202.910889
	Iteration 5F: 3 clusters Score -2.12032e+07 nChanged 34991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515993 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -21236800.000000 Penalty: 1202.910889
	Iteration 6F: 3 clusters Score -2.12368e+07 nChanged 21620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537587 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -21260922.000000 Penalty: 1202.910889
	Iteration 7Q: 3 clusters Score -2.126092e+07 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546788 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -21271416.000000 Penalty: 1202.910889
	Iteration 8Q: 3 clusters Score -2.127142e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549569 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -21274580.000000 Penalty: 1202.910889
	Iteration 9Q: 3 clusters Score -2.127458e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550257 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -21275266.000000 Penalty: 1202.910889
	Iteration 10Q: 3 clusters Score -2.127527e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550423 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21275446.000000 Penalty: 1202.910889
	Iteration 11Q: 3 clusters Score -2.127545e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550479 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21275518.000000 Penalty: 1202.910889
	Iteration 12Q: 3 clusters Score -2.127552e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550501 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21275546.000000 Penalty: 1202.910889
	Iteration 13Q: 3 clusters Score -2.127555e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550509 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21275590.000000 Penalty: 1202.910889
	Iteration 14Q: 3 clusters Score -2.127559e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550514 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21275594.000000 Penalty: 1202.910889
	Iteration 15Q: 3 clusters Score -2.127559e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550514 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21275616.000000 Penalty: 1202.910889
	Iteration 16Q: 3 clusters Score -2.127562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550512 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21275622.000000 Penalty: 1202.910889
	Iteration 17Q: 3 clusters Score -2.127562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550512 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21275636.000000 Penalty: 1202.910889
	Iteration 18Q: 3 clusters Score -2.127564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550513 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21275632.000000 Penalty: 1202.910889
	Iteration 19Q: 3 clusters Score -2.127563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550514 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21275632.000000 Penalty: 1202.910889
	Iteration 20F: 3 clusters Score -2.127563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550515 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21275634.000000 Penalty: 1202.910889
	Iteration 21Q: 3 clusters Score -2.127563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550516 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21275646.000000 Penalty: 1202.910889
	Iteration 22Q: 3 clusters Score -2.127565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550518 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21275632.000000 Penalty: 1202.910889
	Iteration 23Q: 3 clusters Score -2.127563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550520 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21275634.000000 Penalty: 1202.910889
	Iteration 24Q: 3 clusters Score -2.127563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550520 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21275634.000000 Penalty: 1202.910889
	Iteration 25Q: 3 clusters Score -2.127563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550519 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21275632.000000 Penalty: 1202.910889
	Iteration 26Q: 3 clusters Score -2.127563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550518 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21275634.000000 Penalty: 1202.910889
	Iteration 27Q: 3 clusters Score -2.127563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550518 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21275634.000000 Penalty: 1202.910889
	Iteration 28F: 3 clusters Score -2.127563e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Entering Unmasked Estep 
Score: -256220.906250 Penalty: 404.875641
	Iteration 0F: 2 clusters Score -256220.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -251342.234375 Penalty: 809.751282
	Iteration 0F: 3 clusters Score -251342.2 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -253698.203125 Penalty: 809.751282
	Iteration 1F: 3 clusters Score -253698.2 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -254115.546875 Penalty: 809.751282
	Iteration 2F: 3 clusters Score -254115.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -254489.953125 Penalty: 809.751282
	Iteration 3F: 3 clusters Score -254490 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -254787.062500 Penalty: 809.751282
	Iteration 4F: 3 clusters Score -254787.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -255011.593750 Penalty: 809.751282
	Iteration 5Q: 3 clusters Score -255011.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -255221.234375 Penalty: 809.751282
	Iteration 6Q: 3 clusters Score -255221.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -255405.859375 Penalty: 809.751282
	Iteration 7Q: 3 clusters Score -255405.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -255543.000000 Penalty: 809.751282
	Iteration 8Q: 3 clusters Score -255543 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -255646.281250 Penalty: 809.751282
	Iteration 9Q: 3 clusters Score -255646.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -255726.765625 Penalty: 809.751282
	Iteration 10Q: 3 clusters Score -255726.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -255787.546875 Penalty: 809.751282
	Iteration 11Q: 3 clusters Score -255787.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -255813.281250 Penalty: 809.751282
	Iteration 12Q: 3 clusters Score -255813.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -255831.375000 Penalty: 809.751282
	Iteration 13Q: 3 clusters Score -255831.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -255844.078125 Penalty: 809.751282
	Iteration 14Q: 3 clusters Score -255844.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -255852.296875 Penalty: 809.751282
	Iteration 15Q: 3 clusters Score -255852.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -255862.921875 Penalty: 809.751282
	Iteration 16Q: 3 clusters Score -255862.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -255866.328125 Penalty: 809.751282
	Iteration 17Q: 3 clusters Score -255866.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -255872.281250 Penalty: 809.751282
	Iteration 18Q: 3 clusters Score -255872.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -255874.796875 Penalty: 809.751282
	Iteration 19Q: 3 clusters Score -255874.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -255878.765625 Penalty: 809.751282
	Iteration 20F: 3 clusters Score -255878.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -255881.781250 Penalty: 809.751282
	Iteration 21Q: 3 clusters Score -255881.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -255883.406250 Penalty: 809.751282
	Iteration 22Q: 3 clusters Score -255883.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -255884.531250 Penalty: 809.751282
	Iteration 23Q: 3 clusters Score -255884.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -255887.234375 Penalty: 809.751282
	Iteration 24Q: 3 clusters Score -255887.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -255889.078125 Penalty: 809.751282
	Iteration 25Q: 3 clusters Score -255889.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -255896.453125 Penalty: 809.751282
	Iteration 26Q: 3 clusters Score -255896.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -255901.140625 Penalty: 809.751282
	Iteration 27Q: 3 clusters Score -255901.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -255902.640625 Penalty: 809.751282
	Iteration 28Q: 3 clusters Score -255902.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -255906.000000 Penalty: 809.751282
	Iteration 29Q: 3 clusters Score -255906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -255907.890625 Penalty: 809.751282
	Iteration 30Q: 3 clusters Score -255907.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -255909.250000 Penalty: 809.751282
	Iteration 31Q: 3 clusters Score -255909.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -255913.609375 Penalty: 809.751282
	Iteration 32Q: 3 clusters Score -255913.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -255915.546875 Penalty: 809.751282
	Iteration 33Q: 3 clusters Score -255915.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -255915.796875 Penalty: 809.751282
	Iteration 34Q: 3 clusters Score -255915.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -255915.796875 Penalty: 809.751282
	Iteration 35F: 3 clusters Score -255915.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Entering Unmasked Estep 
Score: -62956.851562 Penalty: 340.308136
	Iteration 0F: 2 clusters Score -62956.85 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 877 members 
Entering Unmasked Estep 
Score: -61659.230469 Penalty: 680.616272
	Iteration 0F: 3 clusters Score -61659.23 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -62130.066406 Penalty: 680.616272
	Iteration 1F: 3 clusters Score -62130.07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -62233.539062 Penalty: 680.616272
	Iteration 2F: 3 clusters Score -62233.54 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -62313.562500 Penalty: 680.616272
	Iteration 3F: 3 clusters Score -62313.56 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -62364.484375 Penalty: 680.616272
	Iteration 4F: 3 clusters Score -62364.48 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -62394.203125 Penalty: 680.616272
	Iteration 5Q: 3 clusters Score -62394.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -62418.593750 Penalty: 680.616272
	Iteration 6Q: 3 clusters Score -62418.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -62444.699219 Penalty: 680.616272
	Iteration 7Q: 3 clusters Score -62444.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -62466.058594 Penalty: 680.616272
	Iteration 8Q: 3 clusters Score -62466.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -62481.664062 Penalty: 680.616272
	Iteration 9Q: 3 clusters Score -62481.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -62494.316406 Penalty: 680.616272
	Iteration 10Q: 3 clusters Score -62494.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -62505.128906 Penalty: 680.616272
	Iteration 11Q: 3 clusters Score -62505.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -62526.500000 Penalty: 680.616272
	Iteration 12Q: 3 clusters Score -62526.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -62545.546875 Penalty: 680.616272
	Iteration 13Q: 3 clusters Score -62545.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -62555.894531 Penalty: 680.616272
	Iteration 14Q: 3 clusters Score -62555.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -62574.054688 Penalty: 680.616272
	Iteration 15Q: 3 clusters Score -62574.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -62584.019531 Penalty: 680.616272
	Iteration 16Q: 3 clusters Score -62584.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -62597.921875 Penalty: 680.616272
	Iteration 17Q: 3 clusters Score -62597.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -62607.046875 Penalty: 680.616272
	Iteration 18Q: 3 clusters Score -62607.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -62614.343750 Penalty: 680.616272
	Iteration 19Q: 3 clusters Score -62614.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -62616.593750 Penalty: 680.616272
	Iteration 20F: 3 clusters Score -62616.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -62617.214844 Penalty: 680.616272
	Iteration 21Q: 3 clusters Score -62617.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -62617.894531 Penalty: 680.616272
	Iteration 22Q: 3 clusters Score -62617.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -62618.593750 Penalty: 680.616272
	Iteration 23Q: 3 clusters Score -62618.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -62618.710938 Penalty: 680.616272
	Iteration 24Q: 3 clusters Score -62618.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -62618.710938 Penalty: 680.616272
	Iteration 25F: 3 clusters Score -62618.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (478883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478883 members 
Entering Unmasked Estep 
Score: -18372730.000000 Penalty: 595.104126
	Iteration 0F: 2 clusters Score -1.837273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240090 members 
Mstep: Class 2 contains 238793 members 
Entering Unmasked Estep 
Score: -18051574.000000 Penalty: 1190.208252
	Iteration 0F: 3 clusters Score -1.805157e+07 nChanged 237286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298140 members 
Mstep: Class 2 contains 180743 members 
Entering Unmasked Estep 
Score: -18212008.000000 Penalty: 1190.208252
	Iteration 1F: 3 clusters Score -1.821201e+07 nChanged 35836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331638 members 
Mstep: Class 2 contains 147245 members 
Entering Unmasked Estep 
Score: -18235234.000000 Penalty: 1190.208252
	Iteration 2F: 3 clusters Score -1.823523e+07 nChanged 42559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372867 members 
Mstep: Class 2 contains 106016 members 
Entering Unmasked Estep 
Score: -18270588.000000 Penalty: 1190.208252
	Iteration 3F: 3 clusters Score -1.827059e+07 nChanged 43006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415315 members 
Mstep: Class 2 contains 63568 members 
Entering Unmasked Estep 
Score: -18311344.000000 Penalty: 1190.208252
	Iteration 4F: 3 clusters Score -1.831134e+07 nChanged 33655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448820 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -18344598.000000 Penalty: 1190.208252
	Iteration 5F: 3 clusters Score -1.83446e+07 nChanged 19489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468281 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -18363254.000000 Penalty: 1190.208252
	Iteration 6Q: 3 clusters Score -1.836325e+07 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475930 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -18369906.000000 Penalty: 1190.208252
	Iteration 7Q: 3 clusters Score -1.836991e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477999 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -18371664.000000 Penalty: 1190.208252
	Iteration 8Q: 3 clusters Score -1.837166e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478487 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -18372130.000000 Penalty: 1190.208252
	Iteration 9Q: 3 clusters Score -1.837213e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478592 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -18372266.000000 Penalty: 1190.208252
	Iteration 10Q: 3 clusters Score -1.837227e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478612 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -18372392.000000 Penalty: 1190.208252
	Iteration 11Q: 3 clusters Score -1.837239e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478579 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -18372422.000000 Penalty: 1190.208252
	Iteration 12Q: 3 clusters Score -1.837242e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478539 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -18372508.000000 Penalty: 1190.208252
	Iteration 13Q: 3 clusters Score -1.837251e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478484 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -18372576.000000 Penalty: 1190.208252
	Iteration 14Q: 3 clusters Score -1.837258e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478415 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -18372628.000000 Penalty: 1190.208252
	Iteration 15Q: 3 clusters Score -1.837263e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478351 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -18372698.000000 Penalty: 1190.208252
	Iteration 16Q: 3 clusters Score -1.83727e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478290 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -18372766.000000 Penalty: 1190.208252
	Iteration 17Q: 3 clusters Score -1.837277e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478237 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -18372798.000000 Penalty: 1190.208252
	Iteration 18Q: 3 clusters Score -1.83728e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478179 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -18372770.000000 Penalty: 1190.208252
	Iteration 19Q: 3 clusters Score -1.837277e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478141 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -18372816.000000 Penalty: 1190.208252
	Iteration 20F: 3 clusters Score -1.837282e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478086 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -18372816.000000 Penalty: 1190.208252
	Iteration 21Q: 3 clusters Score -1.837282e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478028 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -18372848.000000 Penalty: 1190.208252
	Iteration 22Q: 3 clusters Score -1.837285e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477964 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -18372894.000000 Penalty: 1190.208252
	Iteration 23Q: 3 clusters Score -1.837289e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477903 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -18372962.000000 Penalty: 1190.208252
	Iteration 24Q: 3 clusters Score -1.837296e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477841 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -18373000.000000 Penalty: 1190.208252
	Iteration 25Q: 3 clusters Score -1.8373e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477784 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -18373008.000000 Penalty: 1190.208252
	Iteration 26Q: 3 clusters Score -1.837301e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477744 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -18373038.000000 Penalty: 1190.208252
	Iteration 27Q: 3 clusters Score -1.837304e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477717 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -18373038.000000 Penalty: 1190.208252
	Iteration 28Q: 3 clusters Score -1.837304e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477691 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -18373040.000000 Penalty: 1190.208252
	Iteration 29Q: 3 clusters Score -1.837304e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477663 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -18373052.000000 Penalty: 1190.208252
	Iteration 30Q: 3 clusters Score -1.837305e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477638 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -18373080.000000 Penalty: 1190.208252
	Iteration 31Q: 3 clusters Score -1.837308e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477613 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -18373102.000000 Penalty: 1190.208252
	Iteration 32Q: 3 clusters Score -1.83731e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477593 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -18373094.000000 Penalty: 1190.208252
	Iteration 33Q: 3 clusters Score -1.837309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477583 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -18373110.000000 Penalty: 1190.208252
	Iteration 34Q: 3 clusters Score -1.837311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477577 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -18373104.000000 Penalty: 1190.208252
	Iteration 35Q: 3 clusters Score -1.83731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477576 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -18373104.000000 Penalty: 1190.208252
	Iteration 36Q: 3 clusters Score -1.83731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477573 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -18373112.000000 Penalty: 1190.208252
	Iteration 37Q: 3 clusters Score -1.837311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477568 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -18373092.000000 Penalty: 1190.208252
	Iteration 38Q: 3 clusters Score -1.837309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477564 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -18373088.000000 Penalty: 1190.208252
	Iteration 39Q: 3 clusters Score -1.837309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477557 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -18373092.000000 Penalty: 1190.208252
	Iteration 40F: 3 clusters Score -1.837309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477549 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -18373098.000000 Penalty: 1190.208252
	Iteration 41Q: 3 clusters Score -1.83731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477541 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -18373102.000000 Penalty: 1190.208252
	Iteration 42Q: 3 clusters Score -1.83731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477535 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -18373108.000000 Penalty: 1190.208252
	Iteration 43Q: 3 clusters Score -1.837311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477534 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -18373100.000000 Penalty: 1190.208252
	Iteration 44Q: 3 clusters Score -1.83731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477534 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -18373104.000000 Penalty: 1190.208252
	Iteration 45Q: 3 clusters Score -1.83731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477534 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -18373106.000000 Penalty: 1190.208252
	Iteration 46Q: 3 clusters Score -1.837311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477535 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -18373102.000000 Penalty: 1190.208252
	Iteration 47Q: 3 clusters Score -1.83731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477535 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -18373102.000000 Penalty: 1190.208252
	Iteration 48F: 3 clusters Score -1.83731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 550620 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 477535 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4465 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14817 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21646 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Mstep: Class 42 contains 1348 members 
Entering Unmasked Estep 
Score: -50376556.000000 Penalty: 27027.978516
Splitting cluster 5 changes total score from -50376704.000000 to -50376556.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -31588.064453 Penalty: 307.914124
	Iteration 0F: 2 clusters Score -31588.06 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 422 members 
Entering Unmasked Estep 
Score: -30868.677734 Penalty: 615.828247
	Iteration 0F: 3 clusters Score -30868.68 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -31067.666016 Penalty: 615.828247
	Iteration 1F: 3 clusters Score -31067.67 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -31104.087891 Penalty: 615.828247
	Iteration 2F: 3 clusters Score -31104.09 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -31135.517578 Penalty: 615.828247
	Iteration 3F: 3 clusters Score -31135.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -31155.560547 Penalty: 615.828247
	Iteration 4Q: 3 clusters Score -31155.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -31182.119141 Penalty: 615.828247
	Iteration 5Q: 3 clusters Score -31182.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -31199.240234 Penalty: 615.828247
	Iteration 6Q: 3 clusters Score -31199.24 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -31223.820312 Penalty: 615.828247
	Iteration 7Q: 3 clusters Score -31223.82 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -31248.593750 Penalty: 615.828247
	Iteration 8Q: 3 clusters Score -31248.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -31267.732422 Penalty: 615.828247
	Iteration 9Q: 3 clusters Score -31267.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -31278.140625 Penalty: 615.828247
	Iteration 10Q: 3 clusters Score -31278.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -31290.330078 Penalty: 615.828247
	Iteration 11Q: 3 clusters Score -31290.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -31298.167969 Penalty: 615.828247
	Iteration 12Q: 3 clusters Score -31298.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -31301.210938 Penalty: 615.828247
	Iteration 13Q: 3 clusters Score -31301.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -31306.033203 Penalty: 615.828247
	Iteration 14Q: 3 clusters Score -31306.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -31313.228516 Penalty: 615.828247
	Iteration 15Q: 3 clusters Score -31313.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -31318.951172 Penalty: 615.828247
	Iteration 16Q: 3 clusters Score -31318.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -31321.744141 Penalty: 615.828247
	Iteration 17Q: 3 clusters Score -31321.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -31324.677734 Penalty: 615.828247
	Iteration 18Q: 3 clusters Score -31324.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -31327.955078 Penalty: 615.828247
	Iteration 19Q: 3 clusters Score -31327.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -31334.236328 Penalty: 615.828247
	Iteration 20F: 3 clusters Score -31334.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -31339.386719 Penalty: 615.828247
	Iteration 21Q: 3 clusters Score -31339.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -31349.466797 Penalty: 615.828247
	Iteration 22Q: 3 clusters Score -31349.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -31358.939453 Penalty: 615.828247
	Iteration 23Q: 3 clusters Score -31358.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -31367.664062 Penalty: 615.828247
	Iteration 24Q: 3 clusters Score -31367.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -31374.521484 Penalty: 615.828247
	Iteration 25Q: 3 clusters Score -31374.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -31383.632812 Penalty: 615.828247
	Iteration 26Q: 3 clusters Score -31383.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -31390.453125 Penalty: 615.828247
	Iteration 27Q: 3 clusters Score -31390.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -31394.669922 Penalty: 615.828247
	Iteration 28Q: 3 clusters Score -31394.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -31397.595703 Penalty: 615.828247
	Iteration 29Q: 3 clusters Score -31397.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -31399.078125 Penalty: 615.828247
	Iteration 30Q: 3 clusters Score -31399.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -31399.587891 Penalty: 615.828247
	Iteration 31Q: 3 clusters Score -31399.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -31400.832031 Penalty: 615.828247
	Iteration 32Q: 3 clusters Score -31400.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -31403.240234 Penalty: 615.828247
	Iteration 33Q: 3 clusters Score -31403.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -31403.701172 Penalty: 615.828247
	Iteration 34Q: 3 clusters Score -31403.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -31404.246094 Penalty: 615.828247
	Iteration 35Q: 3 clusters Score -31404.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -31404.642578 Penalty: 615.828247
	Iteration 36Q: 3 clusters Score -31404.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -31405.154297 Penalty: 615.828247
	Iteration 37Q: 3 clusters Score -31405.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -31405.556641 Penalty: 615.828247
	Iteration 38Q: 3 clusters Score -31405.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -31405.556641 Penalty: 615.828247
	Iteration 39F: 3 clusters Score -31405.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Entering Unmasked Estep 
Score: -167716.859375 Penalty: 382.383087
	Iteration 0F: 2 clusters Score -167716.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -164648.531250 Penalty: 764.766174
	Iteration 0F: 3 clusters Score -164648.5 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -165825.968750 Penalty: 764.766174
	Iteration 1F: 3 clusters Score -165826 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -165977.218750 Penalty: 764.766174
	Iteration 2F: 3 clusters Score -165977.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -166208.515625 Penalty: 764.766174
	Iteration 3F: 3 clusters Score -166208.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -166537.625000 Penalty: 764.766174
	Iteration 4F: 3 clusters Score -166537.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -166844.125000 Penalty: 764.766174
	Iteration 5F: 3 clusters Score -166844.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -167088.187500 Penalty: 764.766174
	Iteration 6F: 3 clusters Score -167088.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -167231.921875 Penalty: 764.766174
	Iteration 7F: 3 clusters Score -167231.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -167305.937500 Penalty: 764.766174
	Iteration 8Q: 3 clusters Score -167305.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -167347.078125 Penalty: 764.766174
	Iteration 9Q: 3 clusters Score -167347.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -167385.687500 Penalty: 764.766174
	Iteration 10Q: 3 clusters Score -167385.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -167415.546875 Penalty: 764.766174
	Iteration 11Q: 3 clusters Score -167415.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -167438.000000 Penalty: 764.766174
	Iteration 12Q: 3 clusters Score -167438 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -167457.562500 Penalty: 764.766174
	Iteration 13Q: 3 clusters Score -167457.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -167476.890625 Penalty: 764.766174
	Iteration 14Q: 3 clusters Score -167476.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -167516.203125 Penalty: 764.766174
	Iteration 15Q: 3 clusters Score -167516.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -167549.265625 Penalty: 764.766174
	Iteration 16Q: 3 clusters Score -167549.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -167569.156250 Penalty: 764.766174
	Iteration 17Q: 3 clusters Score -167569.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -167578.468750 Penalty: 764.766174
	Iteration 18Q: 3 clusters Score -167578.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -167582.453125 Penalty: 764.766174
	Iteration 19Q: 3 clusters Score -167582.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -167586.109375 Penalty: 764.766174
	Iteration 20F: 3 clusters Score -167586.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -167587.265625 Penalty: 764.766174
	Iteration 21Q: 3 clusters Score -167587.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -167589.890625 Penalty: 764.766174
	Iteration 22Q: 3 clusters Score -167589.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -167590.687500 Penalty: 764.766174
	Iteration 23Q: 3 clusters Score -167590.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -167591.921875 Penalty: 764.766174
	Iteration 24Q: 3 clusters Score -167591.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -167592.421875 Penalty: 764.766174
	Iteration 25Q: 3 clusters Score -167592.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -167592.609375 Penalty: 764.766174
	Iteration 26Q: 3 clusters Score -167592.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -167592.968750 Penalty: 764.766174
	Iteration 27Q: 3 clusters Score -167593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -167593.468750 Penalty: 764.766174
	Iteration 28Q: 3 clusters Score -167593.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -167593.812500 Penalty: 764.766174
	Iteration 29Q: 3 clusters Score -167593.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -167594.234375 Penalty: 764.766174
	Iteration 30Q: 3 clusters Score -167594.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -167594.234375 Penalty: 764.766174
	Iteration 31F: 3 clusters Score -167594.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Entering Unmasked Estep 
Score: -225531.578125 Penalty: 398.278381
	Iteration 0F: 2 clusters Score -225531.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -221283.734375 Penalty: 796.556763
	Iteration 0F: 3 clusters Score -221283.7 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -223045.937500 Penalty: 796.556763
	Iteration 1F: 3 clusters Score -223045.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -223361.390625 Penalty: 796.556763
	Iteration 2F: 3 clusters Score -223361.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -223743.765625 Penalty: 796.556763
	Iteration 3F: 3 clusters Score -223743.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -224144.296875 Penalty: 796.556763
	Iteration 4F: 3 clusters Score -224144.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -224438.390625 Penalty: 796.556763
	Iteration 5F: 3 clusters Score -224438.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -224658.453125 Penalty: 796.556763
	Iteration 6Q: 3 clusters Score -224658.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -224835.296875 Penalty: 796.556763
	Iteration 7Q: 3 clusters Score -224835.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -224976.390625 Penalty: 796.556763
	Iteration 8Q: 3 clusters Score -224976.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -225081.500000 Penalty: 796.556763
	Iteration 9Q: 3 clusters Score -225081.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -225160.781250 Penalty: 796.556763
	Iteration 10Q: 3 clusters Score -225160.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -225219.031250 Penalty: 796.556763
	Iteration 11Q: 3 clusters Score -225219 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -225253.937500 Penalty: 796.556763
	Iteration 12Q: 3 clusters Score -225253.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -225280.562500 Penalty: 796.556763
	Iteration 13Q: 3 clusters Score -225280.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -225302.031250 Penalty: 796.556763
	Iteration 14Q: 3 clusters Score -225302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -225316.875000 Penalty: 796.556763
	Iteration 15Q: 3 clusters Score -225316.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -225325.609375 Penalty: 796.556763
	Iteration 16Q: 3 clusters Score -225325.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -225331.687500 Penalty: 796.556763
	Iteration 17Q: 3 clusters Score -225331.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -225335.421875 Penalty: 796.556763
	Iteration 18Q: 3 clusters Score -225335.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -225337.609375 Penalty: 796.556763
	Iteration 19Q: 3 clusters Score -225337.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -225340.328125 Penalty: 796.556763
	Iteration 20F: 3 clusters Score -225340.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -225346.937500 Penalty: 796.556763
	Iteration 21Q: 3 clusters Score -225346.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -225349.593750 Penalty: 796.556763
	Iteration 22Q: 3 clusters Score -225349.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -225350.546875 Penalty: 796.556763
	Iteration 23Q: 3 clusters Score -225350.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -225352.031250 Penalty: 796.556763
	Iteration 24Q: 3 clusters Score -225352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -225353.046875 Penalty: 796.556763
	Iteration 25Q: 3 clusters Score -225353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -225352.953125 Penalty: 796.556763
	Iteration 26Q: 3 clusters Score -225353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -225353.453125 Penalty: 796.556763
	Iteration 27Q: 3 clusters Score -225353.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -225353.812500 Penalty: 796.556763
	Iteration 28Q: 3 clusters Score -225353.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -225353.859375 Penalty: 796.556763
	Iteration 29Q: 3 clusters Score -225353.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -225353.859375 Penalty: 796.556763
	Iteration 30F: 3 clusters Score -225353.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Entering Unmasked Estep 
Score: -84003.539062 Penalty: 363.755768
	Iteration 0F: 2 clusters Score -84003.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -81971.906250 Penalty: 727.511536
	Iteration 0F: 3 clusters Score -81971.91 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -82840.398438 Penalty: 727.511536
	Iteration 1F: 3 clusters Score -82840.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -83106.609375 Penalty: 727.511536
	Iteration 2F: 3 clusters Score -83106.61 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -83305.664062 Penalty: 727.511536
	Iteration 3F: 3 clusters Score -83305.66 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -83462.906250 Penalty: 727.511536
	Iteration 4F: 3 clusters Score -83462.91 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -83592.593750 Penalty: 727.511536
	Iteration 5F: 3 clusters Score -83592.59 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -83661.414062 Penalty: 727.511536
	Iteration 6Q: 3 clusters Score -83661.41 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -83706.289062 Penalty: 727.511536
	Iteration 7Q: 3 clusters Score -83706.29 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -83738.226562 Penalty: 727.511536
	Iteration 8Q: 3 clusters Score -83738.23 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -83775.445312 Penalty: 727.511536
	Iteration 9Q: 3 clusters Score -83775.45 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -83833.460938 Penalty: 727.511536
	Iteration 10Q: 3 clusters Score -83833.46 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -83891.164062 Penalty: 727.511536
	Iteration 11Q: 3 clusters Score -83891.16 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -83940.242188 Penalty: 727.511536
	Iteration 12Q: 3 clusters Score -83940.24 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -83974.101562 Penalty: 727.511536
	Iteration 13Q: 3 clusters Score -83974.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -84005.039062 Penalty: 727.511536
	Iteration 14Q: 3 clusters Score -84005.04 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -84030.335938 Penalty: 727.511536
	Iteration 15Q: 3 clusters Score -84030.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -84054.414062 Penalty: 727.511536
	Iteration 16Q: 3 clusters Score -84054.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -84074.695312 Penalty: 727.511536
	Iteration 17Q: 3 clusters Score -84074.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -84094.601562 Penalty: 727.511536
	Iteration 18Q: 3 clusters Score -84094.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -84115.101562 Penalty: 727.511536
	Iteration 19Q: 3 clusters Score -84115.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -84128.601562 Penalty: 727.511536
	Iteration 20F: 3 clusters Score -84128.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -84134.734375 Penalty: 727.511536
	Iteration 21Q: 3 clusters Score -84134.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -84138.695312 Penalty: 727.511536
	Iteration 22Q: 3 clusters Score -84138.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -84142.515625 Penalty: 727.511536
	Iteration 23Q: 3 clusters Score -84142.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -84145.179688 Penalty: 727.511536
	Iteration 24Q: 3 clusters Score -84145.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -84146.617188 Penalty: 727.511536
	Iteration 25Q: 3 clusters Score -84146.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -84147.687500 Penalty: 727.511536
	Iteration 26Q: 3 clusters Score -84147.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -84148.148438 Penalty: 727.511536
	Iteration 27Q: 3 clusters Score -84148.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -84148.679688 Penalty: 727.511536
	Iteration 28Q: 3 clusters Score -84148.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -84148.710938 Penalty: 727.511536
	Iteration 29Q: 3 clusters Score -84148.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -84149.046875 Penalty: 727.511536
	Iteration 30Q: 3 clusters Score -84149.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -84149.046875 Penalty: 727.511536
	Iteration 31F: 3 clusters Score -84149.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 550620 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4465 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14817 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21646 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Mstep: Class 42 contains 958 members 
Entering Unmasked Estep 
Score: -50376584.000000 Penalty: 27027.978516
Splitting cluster 9 changes total score from -50376704.000000 to -50376584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (7349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Entering Unmasked Estep 
Score: -276074.750000 Penalty: 405.055542
	Iteration 0F: 2 clusters Score -276074.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -271162.093750 Penalty: 810.111084
	Iteration 0F: 3 clusters Score -271162.1 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -273146.875000 Penalty: 810.111084
	Iteration 1F: 3 clusters Score -273146.9 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -273634.156250 Penalty: 810.111084
	Iteration 2F: 3 clusters Score -273634.2 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -274274.625000 Penalty: 810.111084
	Iteration 3F: 3 clusters Score -274274.6 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -274886.875000 Penalty: 810.111084
	Iteration 4F: 3 clusters Score -274886.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -275324.000000 Penalty: 810.111084
	Iteration 5F: 3 clusters Score -275324 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -275549.500000 Penalty: 810.111084
	Iteration 6Q: 3 clusters Score -275549.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -275655.781250 Penalty: 810.111084
	Iteration 7Q: 3 clusters Score -275655.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -275702.156250 Penalty: 810.111084
	Iteration 8Q: 3 clusters Score -275702.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -275730.593750 Penalty: 810.111084
	Iteration 9Q: 3 clusters Score -275730.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -275760.343750 Penalty: 810.111084
	Iteration 10Q: 3 clusters Score -275760.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -275786.218750 Penalty: 810.111084
	Iteration 11Q: 3 clusters Score -275786.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -275802.687500 Penalty: 810.111084
	Iteration 12Q: 3 clusters Score -275802.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -275817.875000 Penalty: 810.111084
	Iteration 13Q: 3 clusters Score -275817.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -275830.500000 Penalty: 810.111084
	Iteration 14Q: 3 clusters Score -275830.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -275847.218750 Penalty: 810.111084
	Iteration 15Q: 3 clusters Score -275847.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -275860.343750 Penalty: 810.111084
	Iteration 16Q: 3 clusters Score -275860.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -275868.718750 Penalty: 810.111084
	Iteration 17Q: 3 clusters Score -275868.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -275876.281250 Penalty: 810.111084
	Iteration 18Q: 3 clusters Score -275876.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -275881.781250 Penalty: 810.111084
	Iteration 19Q: 3 clusters Score -275881.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -275889.093750 Penalty: 810.111084
	Iteration 20F: 3 clusters Score -275889.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -275894.812500 Penalty: 810.111084
	Iteration 21Q: 3 clusters Score -275894.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -275899.031250 Penalty: 810.111084
	Iteration 22Q: 3 clusters Score -275899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -275905.562500 Penalty: 810.111084
	Iteration 23Q: 3 clusters Score -275905.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -275916.531250 Penalty: 810.111084
	Iteration 24Q: 3 clusters Score -275916.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -275928.375000 Penalty: 810.111084
	Iteration 25Q: 3 clusters Score -275928.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -275938.625000 Penalty: 810.111084
	Iteration 26Q: 3 clusters Score -275938.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -275944.031250 Penalty: 810.111084
	Iteration 27Q: 3 clusters Score -275944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -275953.593750 Penalty: 810.111084
	Iteration 28Q: 3 clusters Score -275953.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -275975.218750 Penalty: 810.111084
	Iteration 29Q: 3 clusters Score -275975.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -276009.031250 Penalty: 810.111084
	Iteration 30Q: 3 clusters Score -276009 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -276052.875000 Penalty: 810.111084
	Iteration 31Q: 3 clusters Score -276052.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -276081.906250 Penalty: 810.111084
	Iteration 32Q: 3 clusters Score -276081.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -276097.843750 Penalty: 810.111084
	Iteration 33Q: 3 clusters Score -276097.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -276106.437500 Penalty: 810.111084
	Iteration 34Q: 3 clusters Score -276106.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -276113.375000 Penalty: 810.111084
	Iteration 35Q: 3 clusters Score -276113.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -276120.750000 Penalty: 810.111084
	Iteration 36Q: 3 clusters Score -276120.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -276122.875000 Penalty: 810.111084
	Iteration 37Q: 3 clusters Score -276122.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -276124.375000 Penalty: 810.111084
	Iteration 38Q: 3 clusters Score -276124.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -276127.250000 Penalty: 810.111084
	Iteration 39Q: 3 clusters Score -276127.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -276127.250000 Penalty: 810.111084
	Iteration 40F: 3 clusters Score -276127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -276127.281250 Penalty: 810.111084
	Iteration 41Q: 3 clusters Score -276127.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -276127.281250 Penalty: 810.111084
	Iteration 42F: 3 clusters Score -276127.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 550620 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4465 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 6567 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14817 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21646 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Mstep: Class 42 contains 782 members 
Entering Unmasked Estep 
Score: -50376508.000000 Penalty: 27027.978516
Splitting cluster 10 changes total score from -50376704.000000 to -50376508.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (12537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Entering Unmasked Estep 
Score: -450711.500000 Penalty: 429.358002
	Iteration 0F: 2 clusters Score -450711.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -442393.531250 Penalty: 858.716003
	Iteration 0F: 3 clusters Score -442393.5 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -445898.031250 Penalty: 858.716003
	Iteration 1F: 3 clusters Score -445898 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -446204.187500 Penalty: 858.716003
	Iteration 2F: 3 clusters Score -446204.2 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -446588.562500 Penalty: 858.716003
	Iteration 3F: 3 clusters Score -446588.6 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -447075.625000 Penalty: 858.716003
	Iteration 4F: 3 clusters Score -447075.6 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -447583.031250 Penalty: 858.716003
	Iteration 5F: 3 clusters Score -447583 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -448100.000000 Penalty: 858.716003
	Iteration 6F: 3 clusters Score -448100 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -448471.593750 Penalty: 858.716003
	Iteration 7F: 3 clusters Score -448471.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -448698.593750 Penalty: 858.716003
	Iteration 8Q: 3 clusters Score -448698.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -448815.968750 Penalty: 858.716003
	Iteration 9Q: 3 clusters Score -448816 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -448879.906250 Penalty: 858.716003
	Iteration 10Q: 3 clusters Score -448879.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -448932.968750 Penalty: 858.716003
	Iteration 11Q: 3 clusters Score -448933 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -448987.812500 Penalty: 858.716003
	Iteration 12Q: 3 clusters Score -448987.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -449045.375000 Penalty: 858.716003
	Iteration 13Q: 3 clusters Score -449045.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -449103.437500 Penalty: 858.716003
	Iteration 14Q: 3 clusters Score -449103.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -449164.812500 Penalty: 858.716003
	Iteration 15Q: 3 clusters Score -449164.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -449230.406250 Penalty: 858.716003
	Iteration 16Q: 3 clusters Score -449230.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -449324.375000 Penalty: 858.716003
	Iteration 17Q: 3 clusters Score -449324.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -449432.937500 Penalty: 858.716003
	Iteration 18Q: 3 clusters Score -449432.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -449534.406250 Penalty: 858.716003
	Iteration 19Q: 3 clusters Score -449534.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -449630.468750 Penalty: 858.716003
	Iteration 20F: 3 clusters Score -449630.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -449705.750000 Penalty: 858.716003
	Iteration 21Q: 3 clusters Score -449705.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -449796.125000 Penalty: 858.716003
	Iteration 22Q: 3 clusters Score -449796.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -449895.000000 Penalty: 858.716003
	Iteration 23Q: 3 clusters Score -449895 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -449999.625000 Penalty: 858.716003
	Iteration 24Q: 3 clusters Score -449999.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -450131.531250 Penalty: 858.716003
	Iteration 25Q: 3 clusters Score -450131.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -450249.187500 Penalty: 858.716003
	Iteration 26Q: 3 clusters Score -450249.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -450350.562500 Penalty: 858.716003
	Iteration 27Q: 3 clusters Score -450350.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -450405.718750 Penalty: 858.716003
	Iteration 28Q: 3 clusters Score -450405.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -450455.312500 Penalty: 858.716003
	Iteration 29Q: 3 clusters Score -450455.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -450500.781250 Penalty: 858.716003
	Iteration 30Q: 3 clusters Score -450500.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -450540.437500 Penalty: 858.716003
	Iteration 31Q: 3 clusters Score -450540.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -450566.250000 Penalty: 858.716003
	Iteration 32Q: 3 clusters Score -450566.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -450582.062500 Penalty: 858.716003
	Iteration 33Q: 3 clusters Score -450582.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -450597.156250 Penalty: 858.716003
	Iteration 34Q: 3 clusters Score -450597.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -450613.156250 Penalty: 858.716003
	Iteration 35Q: 3 clusters Score -450613.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -450625.718750 Penalty: 858.716003
	Iteration 36Q: 3 clusters Score -450625.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -450632.718750 Penalty: 858.716003
	Iteration 37Q: 3 clusters Score -450632.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -450639.656250 Penalty: 858.716003
	Iteration 38Q: 3 clusters Score -450639.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -450643.718750 Penalty: 858.716003
	Iteration 39Q: 3 clusters Score -450643.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -450649.750000 Penalty: 858.716003
	Iteration 40F: 3 clusters Score -450649.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -450653.218750 Penalty: 858.716003
	Iteration 41Q: 3 clusters Score -450653.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -450657.218750 Penalty: 858.716003
	Iteration 42Q: 3 clusters Score -450657.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -450658.906250 Penalty: 858.716003
	Iteration 43Q: 3 clusters Score -450658.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -450660.968750 Penalty: 858.716003
	Iteration 44Q: 3 clusters Score -450661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -450663.937500 Penalty: 858.716003
	Iteration 45Q: 3 clusters Score -450663.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -450666.125000 Penalty: 858.716003
	Iteration 46Q: 3 clusters Score -450666.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -450668.406250 Penalty: 858.716003
	Iteration 47Q: 3 clusters Score -450668.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -450670.593750 Penalty: 858.716003
	Iteration 48Q: 3 clusters Score -450670.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -450671.343750 Penalty: 858.716003
	Iteration 49Q: 3 clusters Score -450671.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -450673.125000 Penalty: 858.716003
	Iteration 50Q: 3 clusters Score -450673.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -450675.375000 Penalty: 858.716003
	Iteration 51Q: 3 clusters Score -450675.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -450678.468750 Penalty: 858.716003
	Iteration 52Q: 3 clusters Score -450678.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -450682.187500 Penalty: 858.716003
	Iteration 53Q: 3 clusters Score -450682.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -450682.031250 Penalty: 858.716003
	Iteration 54Q: 3 clusters Score -450682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -450682.718750 Penalty: 858.716003
	Iteration 55Q: 3 clusters Score -450682.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -450685.031250 Penalty: 858.716003
	Iteration 56Q: 3 clusters Score -450685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -450686.031250 Penalty: 858.716003
	Iteration 57Q: 3 clusters Score -450686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -450687.031250 Penalty: 858.716003
	Iteration 58Q: 3 clusters Score -450687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -450687.000000 Penalty: 858.716003
	Iteration 59Q: 3 clusters Score -450687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -450688.093750 Penalty: 858.716003
	Iteration 60F: 3 clusters Score -450688.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -450687.812500 Penalty: 858.716003
	Iteration 61Q: 3 clusters Score -450687.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -450688.343750 Penalty: 858.716003
	Iteration 62Q: 3 clusters Score -450688.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -450688.375000 Penalty: 858.716003
	Iteration 63Q: 3 clusters Score -450688.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -450688.281250 Penalty: 858.716003
	Iteration 64Q: 3 clusters Score -450688.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -450688.906250 Penalty: 858.716003
	Iteration 65Q: 3 clusters Score -450688.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -450690.031250 Penalty: 858.716003
	Iteration 66Q: 3 clusters Score -450690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -450690.406250 Penalty: 858.716003
	Iteration 67Q: 3 clusters Score -450690.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -450690.250000 Penalty: 858.716003
	Iteration 68Q: 3 clusters Score -450690.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -450690.250000 Penalty: 858.716003
	Iteration 69F: 3 clusters Score -450690.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Entering Unmasked Estep 
Score: -118579.218750 Penalty: 369.024414
	Iteration 0F: 2 clusters Score -118579.2 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 1694 members 
Entering Unmasked Estep 
Score: -116304.390625 Penalty: 738.048828
	Iteration 0F: 3 clusters Score -116304.4 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -117163.546875 Penalty: 738.048828
	Iteration 1F: 3 clusters Score -117163.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -117311.804688 Penalty: 738.048828
	Iteration 2F: 3 clusters Score -117311.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -117422.539062 Penalty: 738.048828
	Iteration 3F: 3 clusters Score -117422.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -117520.828125 Penalty: 738.048828
	Iteration 4F: 3 clusters Score -117520.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -117610.117188 Penalty: 738.048828
	Iteration 5F: 3 clusters Score -117610.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -117696.398438 Penalty: 738.048828
	Iteration 6Q: 3 clusters Score -117696.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -117769.671875 Penalty: 738.048828
	Iteration 7Q: 3 clusters Score -117769.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -117833.476562 Penalty: 738.048828
	Iteration 8Q: 3 clusters Score -117833.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -117887.054688 Penalty: 738.048828
	Iteration 9Q: 3 clusters Score -117887.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -117940.312500 Penalty: 738.048828
	Iteration 10Q: 3 clusters Score -117940.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -117979.109375 Penalty: 738.048828
	Iteration 11Q: 3 clusters Score -117979.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -118014.898438 Penalty: 738.048828
	Iteration 12Q: 3 clusters Score -118014.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -118047.296875 Penalty: 738.048828
	Iteration 13Q: 3 clusters Score -118047.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -118072.867188 Penalty: 738.048828
	Iteration 14Q: 3 clusters Score -118072.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -118104.156250 Penalty: 738.048828
	Iteration 15Q: 3 clusters Score -118104.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -118137.843750 Penalty: 738.048828
	Iteration 16Q: 3 clusters Score -118137.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -118163.062500 Penalty: 738.048828
	Iteration 17Q: 3 clusters Score -118163.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -118178.289062 Penalty: 738.048828
	Iteration 18Q: 3 clusters Score -118178.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -118190.101562 Penalty: 738.048828
	Iteration 19Q: 3 clusters Score -118190.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -118198.718750 Penalty: 738.048828
	Iteration 20F: 3 clusters Score -118198.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -118208.085938 Penalty: 738.048828
	Iteration 21Q: 3 clusters Score -118208.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -118215.414062 Penalty: 738.048828
	Iteration 22Q: 3 clusters Score -118215.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -118219.289062 Penalty: 738.048828
	Iteration 23Q: 3 clusters Score -118219.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -118220.703125 Penalty: 738.048828
	Iteration 24Q: 3 clusters Score -118220.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -118222.265625 Penalty: 738.048828
	Iteration 25Q: 3 clusters Score -118222.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -118222.968750 Penalty: 738.048828
	Iteration 26Q: 3 clusters Score -118223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -118223.585938 Penalty: 738.048828
	Iteration 27Q: 3 clusters Score -118223.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -118223.867188 Penalty: 738.048828
	Iteration 28Q: 3 clusters Score -118223.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -118223.867188 Penalty: 738.048828
	Iteration 29F: 3 clusters Score -118223.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Entering Unmasked Estep 
Score: -282697.656250 Penalty: 406.667358
	Iteration 0F: 2 clusters Score -282697.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -277617.031250 Penalty: 813.334717
	Iteration 0F: 3 clusters Score -277617 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -279960.812500 Penalty: 813.334717
	Iteration 1F: 3 clusters Score -279960.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -280346.468750 Penalty: 813.334717
	Iteration 2F: 3 clusters Score -280346.5 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -280757.500000 Penalty: 813.334717
	Iteration 3F: 3 clusters Score -280757.5 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -281148.718750 Penalty: 813.334717
	Iteration 4F: 3 clusters Score -281148.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -281451.437500 Penalty: 813.334717
	Iteration 5F: 3 clusters Score -281451.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -281636.406250 Penalty: 813.334717
	Iteration 6Q: 3 clusters Score -281636.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -281752.750000 Penalty: 813.334717
	Iteration 7Q: 3 clusters Score -281752.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -281830.593750 Penalty: 813.334717
	Iteration 8Q: 3 clusters Score -281830.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -281907.531250 Penalty: 813.334717
	Iteration 9Q: 3 clusters Score -281907.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -281984.375000 Penalty: 813.334717
	Iteration 10Q: 3 clusters Score -281984.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -282053.281250 Penalty: 813.334717
	Iteration 11Q: 3 clusters Score -282053.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -282126.875000 Penalty: 813.334717
	Iteration 12Q: 3 clusters Score -282126.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -282193.718750 Penalty: 813.334717
	Iteration 13Q: 3 clusters Score -282193.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -282259.093750 Penalty: 813.334717
	Iteration 14Q: 3 clusters Score -282259.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -282319.375000 Penalty: 813.334717
	Iteration 15Q: 3 clusters Score -282319.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -282373.312500 Penalty: 813.334717
	Iteration 16Q: 3 clusters Score -282373.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -282423.218750 Penalty: 813.334717
	Iteration 17Q: 3 clusters Score -282423.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -282460.093750 Penalty: 813.334717
	Iteration 18Q: 3 clusters Score -282460.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -282493.718750 Penalty: 813.334717
	Iteration 19Q: 3 clusters Score -282493.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -282519.250000 Penalty: 813.334717
	Iteration 20F: 3 clusters Score -282519.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -282548.218750 Penalty: 813.334717
	Iteration 21Q: 3 clusters Score -282548.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -282569.531250 Penalty: 813.334717
	Iteration 22Q: 3 clusters Score -282569.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -282587.562500 Penalty: 813.334717
	Iteration 23Q: 3 clusters Score -282587.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -282605.343750 Penalty: 813.334717
	Iteration 24Q: 3 clusters Score -282605.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -282611.250000 Penalty: 813.334717
	Iteration 25Q: 3 clusters Score -282611.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -282619.156250 Penalty: 813.334717
	Iteration 26Q: 3 clusters Score -282619.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -282629.718750 Penalty: 813.334717
	Iteration 27Q: 3 clusters Score -282629.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -282635.250000 Penalty: 813.334717
	Iteration 28Q: 3 clusters Score -282635.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -282639.781250 Penalty: 813.334717
	Iteration 29Q: 3 clusters Score -282639.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -282644.968750 Penalty: 813.334717
	Iteration 30Q: 3 clusters Score -282645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -282649.156250 Penalty: 813.334717
	Iteration 31Q: 3 clusters Score -282649.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -282651.781250 Penalty: 813.334717
	Iteration 32Q: 3 clusters Score -282651.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -282654.406250 Penalty: 813.334717
	Iteration 33Q: 3 clusters Score -282654.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -282656.843750 Penalty: 813.334717
	Iteration 34Q: 3 clusters Score -282656.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -282659.500000 Penalty: 813.334717
	Iteration 35Q: 3 clusters Score -282659.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -282661.687500 Penalty: 813.334717
	Iteration 36Q: 3 clusters Score -282661.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -282664.281250 Penalty: 813.334717
	Iteration 37Q: 3 clusters Score -282664.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -282665.781250 Penalty: 813.334717
	Iteration 38Q: 3 clusters Score -282665.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -282666.500000 Penalty: 813.334717
	Iteration 39Q: 3 clusters Score -282666.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -282665.968750 Penalty: 813.334717
	Iteration 40F: 3 clusters Score -282666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -282666.500000 Penalty: 813.334717
	Iteration 41Q: 3 clusters Score -282666.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -282667.218750 Penalty: 813.334717
	Iteration 42Q: 3 clusters Score -282667.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -282667.062500 Penalty: 813.334717
	Iteration 43Q: 3 clusters Score -282667.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -282667.125000 Penalty: 813.334717
	Iteration 44Q: 3 clusters Score -282667.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -282667.468750 Penalty: 813.334717
	Iteration 45Q: 3 clusters Score -282667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -282668.281250 Penalty: 813.334717
	Iteration 46Q: 3 clusters Score -282668.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -282667.687500 Penalty: 813.334717
	Iteration 47Q: 3 clusters Score -282667.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -282667.781250 Penalty: 813.334717
	Iteration 48Q: 3 clusters Score -282667.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -282667.781250 Penalty: 813.334717
	Iteration 49F: 3 clusters Score -282667.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Entering Unmasked Estep 
Score: -432291.031250 Penalty: 425.571869
	Iteration 0F: 2 clusters Score -432291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -424536.375000 Penalty: 851.143738
	Iteration 0F: 3 clusters Score -424536.4 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -427995.406250 Penalty: 851.143738
	Iteration 1F: 3 clusters Score -427995.4 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -428534.000000 Penalty: 851.143738
	Iteration 2F: 3 clusters Score -428534 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -429141.031250 Penalty: 851.143738
	Iteration 3F: 3 clusters Score -429141 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -429650.531250 Penalty: 851.143738
	Iteration 4F: 3 clusters Score -429650.5 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -430045.312500 Penalty: 851.143738
	Iteration 5Q: 3 clusters Score -430045.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -430360.531250 Penalty: 851.143738
	Iteration 6Q: 3 clusters Score -430360.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -430571.031250 Penalty: 851.143738
	Iteration 7Q: 3 clusters Score -430571 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -430741.531250 Penalty: 851.143738
	Iteration 8Q: 3 clusters Score -430741.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -430909.875000 Penalty: 851.143738
	Iteration 9Q: 3 clusters Score -430909.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -431050.812500 Penalty: 851.143738
	Iteration 10Q: 3 clusters Score -431050.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -431183.718750 Penalty: 851.143738
	Iteration 11Q: 3 clusters Score -431183.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -431319.312500 Penalty: 851.143738
	Iteration 12Q: 3 clusters Score -431319.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -431437.125000 Penalty: 851.143738
	Iteration 13Q: 3 clusters Score -431437.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -431561.031250 Penalty: 851.143738
	Iteration 14Q: 3 clusters Score -431561 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -431675.968750 Penalty: 851.143738
	Iteration 15Q: 3 clusters Score -431676 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -431767.750000 Penalty: 851.143738
	Iteration 16Q: 3 clusters Score -431767.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -431829.968750 Penalty: 851.143738
	Iteration 17Q: 3 clusters Score -431830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -431865.531250 Penalty: 851.143738
	Iteration 18Q: 3 clusters Score -431865.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -431883.218750 Penalty: 851.143738
	Iteration 19Q: 3 clusters Score -431883.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -431900.312500 Penalty: 851.143738
	Iteration 20F: 3 clusters Score -431900.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -431918.937500 Penalty: 851.143738
	Iteration 21Q: 3 clusters Score -431918.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -431923.375000 Penalty: 851.143738
	Iteration 22Q: 3 clusters Score -431923.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -431926.937500 Penalty: 851.143738
	Iteration 23Q: 3 clusters Score -431926.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -431929.500000 Penalty: 851.143738
	Iteration 24Q: 3 clusters Score -431929.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -431929.500000 Penalty: 851.143738
	Iteration 25F: 3 clusters Score -431929.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Entering Unmasked Estep 
Score: -70391.648438 Penalty: 344.689087
	Iteration 0F: 2 clusters Score -70391.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -69002.796875 Penalty: 689.378174
	Iteration 0F: 3 clusters Score -69002.8 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -69569.078125 Penalty: 689.378174
	Iteration 1F: 3 clusters Score -69569.08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -69737.976562 Penalty: 689.378174
	Iteration 2F: 3 clusters Score -69737.98 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -69865.453125 Penalty: 689.378174
	Iteration 3F: 3 clusters Score -69865.45 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -69936.375000 Penalty: 689.378174
	Iteration 4F: 3 clusters Score -69936.38 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -69995.328125 Penalty: 689.378174
	Iteration 5Q: 3 clusters Score -69995.33 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -70063.914062 Penalty: 689.378174
	Iteration 6Q: 3 clusters Score -70063.91 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -70105.851562 Penalty: 689.378174
	Iteration 7Q: 3 clusters Score -70105.85 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -70125.960938 Penalty: 689.378174
	Iteration 8Q: 3 clusters Score -70125.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -70140.156250 Penalty: 689.378174
	Iteration 9Q: 3 clusters Score -70140.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -70151.953125 Penalty: 689.378174
	Iteration 10Q: 3 clusters Score -70151.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -70158.578125 Penalty: 689.378174
	Iteration 11Q: 3 clusters Score -70158.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -70164.375000 Penalty: 689.378174
	Iteration 12Q: 3 clusters Score -70164.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -70168.257812 Penalty: 689.378174
	Iteration 13Q: 3 clusters Score -70168.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -70170.437500 Penalty: 689.378174
	Iteration 14Q: 3 clusters Score -70170.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -70172.125000 Penalty: 689.378174
	Iteration 15Q: 3 clusters Score -70172.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -70173.164062 Penalty: 689.378174
	Iteration 16Q: 3 clusters Score -70173.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -70174.195312 Penalty: 689.378174
	Iteration 17Q: 3 clusters Score -70174.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -70174.414062 Penalty: 689.378174
	Iteration 18Q: 3 clusters Score -70174.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -70174.468750 Penalty: 689.378174
	Iteration 19Q: 3 clusters Score -70174.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -70174.476562 Penalty: 689.378174
	Iteration 20F: 3 clusters Score -70174.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -70175.179688 Penalty: 689.378174
	Iteration 21Q: 3 clusters Score -70175.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -70175.320312 Penalty: 689.378174
	Iteration 22Q: 3 clusters Score -70175.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -70175.320312 Penalty: 689.378174
	Iteration 23F: 3 clusters Score -70175.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -79792.960938 Penalty: 349.300629
	Iteration 0F: 2 clusters Score -79792.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -78228.429688 Penalty: 698.601257
	Iteration 0F: 3 clusters Score -78228.43 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -78769.625000 Penalty: 698.601257
	Iteration 1F: 3 clusters Score -78769.62 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -78856.875000 Penalty: 698.601257
	Iteration 2F: 3 clusters Score -78856.88 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -78953.820312 Penalty: 698.601257
	Iteration 3F: 3 clusters Score -78953.82 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -79037.195312 Penalty: 698.601257
	Iteration 4F: 3 clusters Score -79037.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -79124.015625 Penalty: 698.601257
	Iteration 5Q: 3 clusters Score -79124.02 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -79213.851562 Penalty: 698.601257
	Iteration 6Q: 3 clusters Score -79213.85 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -79304.570312 Penalty: 698.601257
	Iteration 7Q: 3 clusters Score -79304.57 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -79384.000000 Penalty: 698.601257
	Iteration 8Q: 3 clusters Score -79384 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -79438.406250 Penalty: 698.601257
	Iteration 9Q: 3 clusters Score -79438.41 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -79477.992188 Penalty: 698.601257
	Iteration 10Q: 3 clusters Score -79477.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -79496.968750 Penalty: 698.601257
	Iteration 11Q: 3 clusters Score -79496.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -79507.984375 Penalty: 698.601257
	Iteration 12Q: 3 clusters Score -79507.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -79518.820312 Penalty: 698.601257
	Iteration 13Q: 3 clusters Score -79518.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -79525.484375 Penalty: 698.601257
	Iteration 14Q: 3 clusters Score -79525.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -79530.468750 Penalty: 698.601257
	Iteration 15Q: 3 clusters Score -79530.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -79534.250000 Penalty: 698.601257
	Iteration 16Q: 3 clusters Score -79534.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -79540.484375 Penalty: 698.601257
	Iteration 17Q: 3 clusters Score -79540.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -79542.343750 Penalty: 698.601257
	Iteration 18Q: 3 clusters Score -79542.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -79543.382812 Penalty: 698.601257
	Iteration 19Q: 3 clusters Score -79543.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -79543.414062 Penalty: 698.601257
	Iteration 20F: 3 clusters Score -79543.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (105972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105972 members 
Entering Unmasked Estep 
Score: -4084284.000000 Penalty: 526.477356
	Iteration 0F: 2 clusters Score -4084284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 53085 members 
Entering Unmasked Estep 
Score: -4012704.750000 Penalty: 1052.954712
	Iteration 0F: 3 clusters Score -4012705 nChanged 51770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -4044764.000000 Penalty: 1052.954712
	Iteration 1F: 3 clusters Score -4044764 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 52985 members 
Entering Unmasked Estep 
Score: -4047516.500000 Penalty: 1052.954712
	Iteration 2F: 3 clusters Score -4047516 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53466 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -4051881.750000 Penalty: 1052.954712
	Iteration 3F: 3 clusters Score -4051882 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54120 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -4057834.500000 Penalty: 1052.954712
	Iteration 4F: 3 clusters Score -4057834 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -4063983.750000 Penalty: 1052.954712
	Iteration 5F: 3 clusters Score -4063984 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -4068565.250000 Penalty: 1052.954712
	Iteration 6F: 3 clusters Score -4068565 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56244 members 
Mstep: Class 2 contains 49728 members 
Entering Unmasked Estep 
Score: -4071019.750000 Penalty: 1052.954712
	Iteration 7Q: 3 clusters Score -4071020 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57003 members 
Mstep: Class 2 contains 48969 members 
Entering Unmasked Estep 
Score: -4072362.250000 Penalty: 1052.954712
	Iteration 8Q: 3 clusters Score -4072362 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -4073373.000000 Penalty: 1052.954712
	Iteration 9Q: 3 clusters Score -4073373 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58635 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -4074339.250000 Penalty: 1052.954712
	Iteration 10Q: 3 clusters Score -4074339 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -4075409.250000 Penalty: 1052.954712
	Iteration 11Q: 3 clusters Score -4075409 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60372 members 
Mstep: Class 2 contains 45600 members 
Entering Unmasked Estep 
Score: -4076387.500000 Penalty: 1052.954712
	Iteration 12Q: 3 clusters Score -4076388 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61074 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -4077208.500000 Penalty: 1052.954712
	Iteration 13Q: 3 clusters Score -4077208 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61596 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -4077770.250000 Penalty: 1052.954712
	Iteration 14Q: 3 clusters Score -4077770 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62088 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -4078175.500000 Penalty: 1052.954712
	Iteration 15Q: 3 clusters Score -4078176 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62460 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -4078420.500000 Penalty: 1052.954712
	Iteration 16Q: 3 clusters Score -4078420 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62764 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -4078542.750000 Penalty: 1052.954712
	Iteration 17Q: 3 clusters Score -4078543 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -4078651.750000 Penalty: 1052.954712
	Iteration 18Q: 3 clusters Score -4078652 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63265 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -4078735.250000 Penalty: 1052.954712
	Iteration 19Q: 3 clusters Score -4078735 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63499 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -4078786.250000 Penalty: 1052.954712
	Iteration 20F: 3 clusters Score -4078786 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63760 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -4078840.250000 Penalty: 1052.954712
	Iteration 21Q: 3 clusters Score -4078840 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64034 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -4078856.500000 Penalty: 1052.954712
	Iteration 22Q: 3 clusters Score -4078856 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64310 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -4078873.750000 Penalty: 1052.954712
	Iteration 23Q: 3 clusters Score -4078874 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64588 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -4078886.750000 Penalty: 1052.954712
	Iteration 24Q: 3 clusters Score -4078887 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64854 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -4078924.500000 Penalty: 1052.954712
	Iteration 25Q: 3 clusters Score -4078924 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -4078949.250000 Penalty: 1052.954712
	Iteration 26Q: 3 clusters Score -4078949 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65339 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -4078960.500000 Penalty: 1052.954712
	Iteration 27Q: 3 clusters Score -4078960 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65575 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -4078964.250000 Penalty: 1052.954712
	Iteration 28Q: 3 clusters Score -4078964 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65823 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -4078987.750000 Penalty: 1052.954712
	Iteration 29Q: 3 clusters Score -4078988 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66081 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -4079010.000000 Penalty: 1052.954712
	Iteration 30Q: 3 clusters Score -4079010 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66343 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -4079020.250000 Penalty: 1052.954712
	Iteration 31Q: 3 clusters Score -4079020 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66624 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -4079034.000000 Penalty: 1052.954712
	Iteration 32Q: 3 clusters Score -4079034 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66905 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -4079060.750000 Penalty: 1052.954712
	Iteration 33Q: 3 clusters Score -4079061 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67197 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -4079081.500000 Penalty: 1052.954712
	Iteration 34Q: 3 clusters Score -4079082 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67473 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -4079084.500000 Penalty: 1052.954712
	Iteration 35Q: 3 clusters Score -4079084 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -4079092.000000 Penalty: 1052.954712
	Iteration 36Q: 3 clusters Score -4079092 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68004 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -4079108.500000 Penalty: 1052.954712
	Iteration 37Q: 3 clusters Score -4079108 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -4079124.250000 Penalty: 1052.954712
	Iteration 38Q: 3 clusters Score -4079124 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68545 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -4079139.500000 Penalty: 1052.954712
	Iteration 39Q: 3 clusters Score -4079140 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68865 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -4079154.500000 Penalty: 1052.954712
	Iteration 40F: 3 clusters Score -4079154 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69183 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -4079192.000000 Penalty: 1052.954712
	Iteration 41Q: 3 clusters Score -4079192 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69538 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -4079223.250000 Penalty: 1052.954712
	Iteration 42Q: 3 clusters Score -4079223 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69903 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -4079237.500000 Penalty: 1052.954712
	Iteration 43Q: 3 clusters Score -4079238 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70260 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -4079272.250000 Penalty: 1052.954712
	Iteration 44Q: 3 clusters Score -4079272 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70605 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -4079296.000000 Penalty: 1052.954712
	Iteration 45Q: 3 clusters Score -4079296 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70961 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -4079313.000000 Penalty: 1052.954712
	Iteration 46Q: 3 clusters Score -4079313 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71294 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -4079362.750000 Penalty: 1052.954712
	Iteration 47Q: 3 clusters Score -4079363 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71653 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -4079403.500000 Penalty: 1052.954712
	Iteration 48Q: 3 clusters Score -4079404 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72051 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 72452 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4079465 nChanged 417
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72869 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73290 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4079541 nChanged 422
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Mstep: Class 1 contains 73712 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4079604 nChanged 405
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Mstep: Class 1 contains 74117 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4079626 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74511 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4079665 nChanged 401
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Mstep: Class 1 contains 74912 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4079676 nChanged 442
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Mstep: Class 1 contains 75354 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4079717 nChanged 447
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Mstep: Class 1 contains 75801 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4079746 nChanged 427
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Mstep: Class 1 contains 76228 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4079817 nChanged 421
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Mstep: Class 1 contains 76649 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4079850 nChanged 429
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Mstep: Class 1 contains 77078 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4079893 nChanged 438
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Mstep: Class 1 contains 77516 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4079933 nChanged 470
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Mstep: Class 1 contains 77986 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4080002 nChanged 470
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Mstep: Class 1 contains 78456 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4080039 nChanged 447
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Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4080102 nChanged 445
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Mstep: Class 1 contains 79348 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 79855 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4080213 nChanged 512
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Mstep: Class 1 contains 80367 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4080264 nChanged 483
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Mstep: Class 1 contains 80850 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4080328 nChanged 498
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Mstep: Class 1 contains 81348 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81859 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 82378 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4080539 nChanged 524
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Mstep: Class 1 contains 82902 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 83414 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 83933 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 84413 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 84886 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 85323 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4080874 nChanged 450
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Mstep: Class 1 contains 85773 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4080941 nChanged 436
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Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4080993 nChanged 448
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Mstep: Class 1 contains 86657 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4081073 nChanged 433
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Mstep: Class 1 contains 87090 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 18453 members 
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Mstep: Class 1 contains 87935 members 
Mstep: Class 2 contains 18037 members 
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	Iteration 84Q: 3 clusters Score -4081221 nChanged 413
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Mstep: Class 1 contains 88348 members 
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Mstep: Class 1 contains 88749 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4081326 nChanged 410
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89159 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4081392 nChanged 445
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Mstep: Class 1 contains 89604 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4081434 nChanged 434
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Mstep: Class 1 contains 90038 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4081508 nChanged 479
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90517 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4081598 nChanged 462
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Mstep: Class 1 contains 90979 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4081663 nChanged 422
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Mstep: Class 1 contains 91401 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4081727 nChanged 418
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91819 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4081804 nChanged 442
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92261 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4081862 nChanged 435
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Mstep: Class 1 contains 92696 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4081939 nChanged 428
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Mstep: Class 1 contains 93124 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4082011 nChanged 420
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Mstep: Class 1 contains 93544 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4082065 nChanged 423
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Mstep: Class 1 contains 93967 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4082132 nChanged 414
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Mstep: Class 1 contains 94381 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4082186 nChanged 420
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Mstep: Class 1 contains 94801 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4082267 nChanged 443
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Mstep: Class 1 contains 95244 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4082358 nChanged 442
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Mstep: Class 1 contains 95686 members 
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	Iteration 102Q: 3 clusters Score -4082425 nChanged 402
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Mstep: Class 1 contains 96088 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4082499 nChanged 389
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Mstep: Class 1 contains 96475 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4082566 nChanged 354
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Mstep: Class 1 contains 96829 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4082638 nChanged 350
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Mstep: Class 1 contains 97179 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4082677 nChanged 321
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Mstep: Class 1 contains 97500 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4082763 nChanged 289
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Mstep: Class 1 contains 97789 members 
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	Iteration 108Q: 3 clusters Score -4082810 nChanged 278
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Mstep: Class 1 contains 98067 members 
Mstep: Class 2 contains 7905 members 
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	Iteration 109Q: 3 clusters Score -4082840 nChanged 257
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Mstep: Class 1 contains 98324 members 
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	Iteration 110Q: 3 clusters Score -4082875 nChanged 252
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Mstep: Class 1 contains 98576 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4082912 nChanged 234
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Mstep: Class 1 contains 98810 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4082926 nChanged 209
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Mstep: Class 1 contains 99019 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4082952 nChanged 197
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Mstep: Class 1 contains 99216 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4082973 nChanged 187
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Mstep: Class 1 contains 99403 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4083004 nChanged 204
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Mstep: Class 1 contains 99607 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4083039 nChanged 206
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Mstep: Class 1 contains 99813 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4083079 nChanged 204
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Mstep: Class 1 contains 100017 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4083100 nChanged 194
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Mstep: Class 1 contains 100211 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4083135 nChanged 184
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Mstep: Class 1 contains 100395 members 
Mstep: Class 2 contains 5577 members 
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	Iteration 120F: 3 clusters Score -4083147 nChanged 184
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Mstep: Class 1 contains 100579 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4083193 nChanged 214
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Mstep: Class 1 contains 100793 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4083225 nChanged 229
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Mstep: Class 1 contains 101022 members 
Mstep: Class 2 contains 4950 members 
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	Iteration 123Q: 3 clusters Score -4083270 nChanged 208
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Mstep: Class 1 contains 101230 members 
Mstep: Class 2 contains 4742 members 
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	Iteration 124Q: 3 clusters Score -4083317 nChanged 199
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Mstep: Class 1 contains 101429 members 
Mstep: Class 2 contains 4543 members 
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	Iteration 125Q: 3 clusters Score -4083357 nChanged 176
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Mstep: Class 1 contains 101605 members 
Mstep: Class 2 contains 4367 members 
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	Iteration 126Q: 3 clusters Score -4083384 nChanged 153
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Mstep: Class 1 contains 101758 members 
Mstep: Class 2 contains 4214 members 
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	Iteration 127Q: 3 clusters Score -4083410 nChanged 141
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Mstep: Class 1 contains 101899 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4083442 nChanged 142
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Mstep: Class 1 contains 102041 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4083477 nChanged 127
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Mstep: Class 1 contains 102168 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4083492 nChanged 139
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Mstep: Class 1 contains 102307 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4083514 nChanged 132
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Mstep: Class 1 contains 102439 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4083540 nChanged 114
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Mstep: Class 1 contains 102553 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4083555 nChanged 111
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Mstep: Class 1 contains 102664 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4083570 nChanged 116
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Mstep: Class 1 contains 102780 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4083588 nChanged 117
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Mstep: Class 1 contains 102897 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4083620 nChanged 105
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Mstep: Class 1 contains 103002 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4083628 nChanged 96
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Mstep: Class 1 contains 103098 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -4083618.000000 Penalty: 1052.954712
	Iteration 138Q: 3 clusters Score -4083618 nChanged 88
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Mstep: Class 1 contains 103186 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -4083624.000000 Penalty: 1052.954712
	Iteration 139Q: 3 clusters Score -4083624 nChanged 102
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Mstep: Class 1 contains 103288 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4083640 nChanged 92
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Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4083693.000000 Penalty: 1052.954712
	Iteration 141Q: 3 clusters Score -4083693 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103471 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4083713.000000 Penalty: 1052.954712
	Iteration 142Q: 3 clusters Score -4083713 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103547 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4083717.750000 Penalty: 1052.954712
	Iteration 143Q: 3 clusters Score -4083718 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103621 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4083741.000000 Penalty: 1052.954712
	Iteration 144Q: 3 clusters Score -4083741 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103698 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4083765.750000 Penalty: 1052.954712
	Iteration 145Q: 3 clusters Score -4083766 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103784 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4083779.750000 Penalty: 1052.954712
	Iteration 146Q: 3 clusters Score -4083780 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103858 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4083797.750000 Penalty: 1052.954712
	Iteration 147Q: 3 clusters Score -4083798 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103922 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4083800.250000 Penalty: 1052.954712
	Iteration 148Q: 3 clusters Score -4083800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103970 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4083814.000000 Penalty: 1052.954712
	Iteration 149Q: 3 clusters Score -4083814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104009 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4083820.250000 Penalty: 1052.954712
	Iteration 150Q: 3 clusters Score -4083820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104050 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4083822.750000 Penalty: 1052.954712
	Iteration 151Q: 3 clusters Score -4083823 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104092 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4083834.250000 Penalty: 1052.954712
	Iteration 152Q: 3 clusters Score -4083834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104130 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4083834.250000 Penalty: 1052.954712
	Iteration 153Q: 3 clusters Score -4083834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104173 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4083848.500000 Penalty: 1052.954712
	Iteration 154Q: 3 clusters Score -4083848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104211 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4083859.000000 Penalty: 1052.954712
	Iteration 155Q: 3 clusters Score -4083859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104240 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4083860.000000 Penalty: 1052.954712
	Iteration 156Q: 3 clusters Score -4083860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104259 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4083858.250000 Penalty: 1052.954712
	Iteration 157Q: 3 clusters Score -4083858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104273 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4083863.000000 Penalty: 1052.954712
	Iteration 158Q: 3 clusters Score -4083863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104283 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4083865.750000 Penalty: 1052.954712
	Iteration 159Q: 3 clusters Score -4083866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104293 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4083873.750000 Penalty: 1052.954712
	Iteration 160F: 3 clusters Score -4083874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104302 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4083869.500000 Penalty: 1052.954712
	Iteration 161Q: 3 clusters Score -4083870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104310 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4083870.000000 Penalty: 1052.954712
	Iteration 162Q: 3 clusters Score -4083870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104320 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4083869.000000 Penalty: 1052.954712
	Iteration 163Q: 3 clusters Score -4083869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104331 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4083870.750000 Penalty: 1052.954712
	Iteration 164Q: 3 clusters Score -4083871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104340 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4083875.500000 Penalty: 1052.954712
	Iteration 165Q: 3 clusters Score -4083876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104353 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4083877.250000 Penalty: 1052.954712
	Iteration 166Q: 3 clusters Score -4083877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104370 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4083878.500000 Penalty: 1052.954712
	Iteration 167Q: 3 clusters Score -4083878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104386 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4083880.000000 Penalty: 1052.954712
	Iteration 168Q: 3 clusters Score -4083880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104399 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4083879.500000 Penalty: 1052.954712
	Iteration 169Q: 3 clusters Score -4083880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104408 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4083878.250000 Penalty: 1052.954712
	Iteration 170Q: 3 clusters Score -4083878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104423 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4083880.000000 Penalty: 1052.954712
	Iteration 171Q: 3 clusters Score -4083880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104438 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4083885.000000 Penalty: 1052.954712
	Iteration 172Q: 3 clusters Score -4083885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104449 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4083885.500000 Penalty: 1052.954712
	Iteration 173Q: 3 clusters Score -4083886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104459 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4083887.000000 Penalty: 1052.954712
	Iteration 174Q: 3 clusters Score -4083887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104467 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4083889.250000 Penalty: 1052.954712
	Iteration 175Q: 3 clusters Score -4083889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104474 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4083891.000000 Penalty: 1052.954712
	Iteration 176Q: 3 clusters Score -4083891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104482 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4083891.500000 Penalty: 1052.954712
	Iteration 177Q: 3 clusters Score -4083892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104490 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4083892.750000 Penalty: 1052.954712
	Iteration 178Q: 3 clusters Score -4083893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104496 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4083896.000000 Penalty: 1052.954712
	Iteration 179Q: 3 clusters Score -4083896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104501 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4083897.500000 Penalty: 1052.954712
	Iteration 180F: 3 clusters Score -4083898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104508 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4083898.250000 Penalty: 1052.954712
	Iteration 181Q: 3 clusters Score -4083898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104519 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4083891.500000 Penalty: 1052.954712
	Iteration 182Q: 3 clusters Score -4083892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104525 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4083895.000000 Penalty: 1052.954712
	Iteration 183Q: 3 clusters Score -4083895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104528 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4083895.000000 Penalty: 1052.954712
	Iteration 184Q: 3 clusters Score -4083895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104536 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4083895.250000 Penalty: 1052.954712
	Iteration 185Q: 3 clusters Score -4083895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104542 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4083901.000000 Penalty: 1052.954712
	Iteration 186Q: 3 clusters Score -4083901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104552 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4083905.750000 Penalty: 1052.954712
	Iteration 187Q: 3 clusters Score -4083906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104561 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4083902.000000 Penalty: 1052.954712
	Iteration 188Q: 3 clusters Score -4083902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104564 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4083904.250000 Penalty: 1052.954712
	Iteration 189Q: 3 clusters Score -4083904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104567 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4083904.250000 Penalty: 1052.954712
	Iteration 190Q: 3 clusters Score -4083904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104571 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4083905.250000 Penalty: 1052.954712
	Iteration 191Q: 3 clusters Score -4083905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104574 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4083908.000000 Penalty: 1052.954712
	Iteration 192Q: 3 clusters Score -4083908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104577 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4083902.750000 Penalty: 1052.954712
	Iteration 193Q: 3 clusters Score -4083903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104582 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4083904.000000 Penalty: 1052.954712
	Iteration 194Q: 3 clusters Score -4083904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104583 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4083904.500000 Penalty: 1052.954712
	Iteration 195Q: 3 clusters Score -4083904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104583 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4083904.500000 Penalty: 1052.954712
	Iteration 196F: 3 clusters Score -4083904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Entering Unmasked Estep 
Score: -29854.353516 Penalty: 307.175110
	Iteration 0F: 2 clusters Score -29854.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -29143.468750 Penalty: 614.350220
	Iteration 0F: 3 clusters Score -29143.47 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -29325.001953 Penalty: 614.350220
	Iteration 1F: 3 clusters Score -29325 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -29358.189453 Penalty: 614.350220
	Iteration 2F: 3 clusters Score -29358.19 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -29380.173828 Penalty: 614.350220
	Iteration 3Q: 3 clusters Score -29380.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -29397.400391 Penalty: 614.350220
	Iteration 4Q: 3 clusters Score -29397.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -29419.531250 Penalty: 614.350220
	Iteration 5Q: 3 clusters Score -29419.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29436.349609 Penalty: 614.350220
	Iteration 6Q: 3 clusters Score -29436.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -29453.861328 Penalty: 614.350220
	Iteration 7Q: 3 clusters Score -29453.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29469.179688 Penalty: 614.350220
	Iteration 8Q: 3 clusters Score -29469.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29485.898438 Penalty: 614.350220
	Iteration 9Q: 3 clusters Score -29485.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29502.669922 Penalty: 614.350220
	Iteration 10Q: 3 clusters Score -29502.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29518.849609 Penalty: 614.350220
	Iteration 11Q: 3 clusters Score -29518.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29535.810547 Penalty: 614.350220
	Iteration 12Q: 3 clusters Score -29535.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29547.474609 Penalty: 614.350220
	Iteration 13Q: 3 clusters Score -29547.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29558.308594 Penalty: 614.350220
	Iteration 14Q: 3 clusters Score -29558.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -29566.267578 Penalty: 614.350220
	Iteration 15Q: 3 clusters Score -29566.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29570.648438 Penalty: 614.350220
	Iteration 16Q: 3 clusters Score -29570.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -29572.720703 Penalty: 614.350220
	Iteration 17Q: 3 clusters Score -29572.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -29574.552734 Penalty: 614.350220
	Iteration 18Q: 3 clusters Score -29574.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -29578.951172 Penalty: 614.350220
	Iteration 19Q: 3 clusters Score -29578.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -29581.816406 Penalty: 614.350220
	Iteration 20F: 3 clusters Score -29581.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -29582.185547 Penalty: 614.350220
	Iteration 21Q: 3 clusters Score -29582.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -29585.148438 Penalty: 614.350220
	Iteration 22Q: 3 clusters Score -29585.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -29589.865234 Penalty: 614.350220
	Iteration 23Q: 3 clusters Score -29589.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -29593.787109 Penalty: 614.350220
	Iteration 24Q: 3 clusters Score -29593.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -29596.232422 Penalty: 614.350220
	Iteration 25Q: 3 clusters Score -29596.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -29596.921875 Penalty: 614.350220
	Iteration 26Q: 3 clusters Score -29596.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -29599.205078 Penalty: 614.350220
	Iteration 27Q: 3 clusters Score -29599.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -29602.386719 Penalty: 614.350220
	Iteration 28Q: 3 clusters Score -29602.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -29606.009766 Penalty: 614.350220
	Iteration 29Q: 3 clusters Score -29606.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -29607.093750 Penalty: 614.350220
	Iteration 30Q: 3 clusters Score -29607.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -29607.093750 Penalty: 614.350220
	Iteration 31F: 3 clusters Score -29607.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Entering Unmasked Estep 
Score: -395332.468750 Penalty: 422.479431
	Iteration 0F: 2 clusters Score -395332.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -388058.656250 Penalty: 844.958862
	Iteration 0F: 3 clusters Score -388058.7 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -391148.906250 Penalty: 844.958862
	Iteration 1F: 3 clusters Score -391148.9 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -391699.218750 Penalty: 844.958862
	Iteration 2F: 3 clusters Score -391699.2 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -392393.125000 Penalty: 844.958862
	Iteration 3F: 3 clusters Score -392393.1 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -393124.718750 Penalty: 844.958862
	Iteration 4F: 3 clusters Score -393124.7 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -393715.187500 Penalty: 844.958862
	Iteration 5F: 3 clusters Score -393715.2 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -394125.218750 Penalty: 844.958862
	Iteration 6F: 3 clusters Score -394125.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -394372.750000 Penalty: 844.958862
	Iteration 7Q: 3 clusters Score -394372.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -394567.906250 Penalty: 844.958862
	Iteration 8Q: 3 clusters Score -394567.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -394774.843750 Penalty: 844.958862
	Iteration 9Q: 3 clusters Score -394774.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -395041.000000 Penalty: 844.958862
	Iteration 10Q: 3 clusters Score -395041 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -395172.781250 Penalty: 844.958862
	Iteration 11Q: 3 clusters Score -395172.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -395226.218750 Penalty: 844.958862
	Iteration 12Q: 3 clusters Score -395226.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -395251.343750 Penalty: 844.958862
	Iteration 13Q: 3 clusters Score -395251.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -395269.156250 Penalty: 844.958862
	Iteration 14Q: 3 clusters Score -395269.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -395285.531250 Penalty: 844.958862
	Iteration 15Q: 3 clusters Score -395285.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -395295.750000 Penalty: 844.958862
	Iteration 16Q: 3 clusters Score -395295.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -395301.843750 Penalty: 844.958862
	Iteration 17Q: 3 clusters Score -395301.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -395308.187500 Penalty: 844.958862
	Iteration 18Q: 3 clusters Score -395308.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -395311.031250 Penalty: 844.958862
	Iteration 19Q: 3 clusters Score -395311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -395315.750000 Penalty: 844.958862
	Iteration 20F: 3 clusters Score -395315.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -395315.750000 Penalty: 844.958862
	Iteration 21Q: 3 clusters Score -395315.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -395316.937500 Penalty: 844.958862
	Iteration 22Q: 3 clusters Score -395316.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -395318.062500 Penalty: 844.958862
	Iteration 23Q: 3 clusters Score -395318.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -395319.000000 Penalty: 844.958862
	Iteration 24Q: 3 clusters Score -395319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -395318.500000 Penalty: 844.958862
	Iteration 25Q: 3 clusters Score -395318.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -395319.750000 Penalty: 844.958862
	Iteration 26Q: 3 clusters Score -395319.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -395319.187500 Penalty: 844.958862
	Iteration 27Q: 3 clusters Score -395319.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -395319.218750 Penalty: 844.958862
	Iteration 28Q: 3 clusters Score -395319.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -395319.218750 Penalty: 844.958862
	Iteration 29F: 3 clusters Score -395319.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Entering Unmasked Estep 
Score: -106573.812500 Penalty: 362.950714
	Iteration 0F: 2 clusters Score -106573.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -104564.664062 Penalty: 725.901428
	Iteration 0F: 3 clusters Score -104564.7 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -105603.945312 Penalty: 725.901428
	Iteration 1F: 3 clusters Score -105603.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -105966.476562 Penalty: 725.901428
	Iteration 2F: 3 clusters Score -105966.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -106212.562500 Penalty: 725.901428
	Iteration 3F: 3 clusters Score -106212.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -106339.609375 Penalty: 725.901428
	Iteration 4F: 3 clusters Score -106339.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -106404.664062 Penalty: 725.901428
	Iteration 5Q: 3 clusters Score -106404.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -106426.960938 Penalty: 725.901428
	Iteration 6Q: 3 clusters Score -106427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -106435.367188 Penalty: 725.901428
	Iteration 7Q: 3 clusters Score -106435.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -106439.296875 Penalty: 725.901428
	Iteration 8Q: 3 clusters Score -106439.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -106443.343750 Penalty: 725.901428
	Iteration 9Q: 3 clusters Score -106443.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -106447.070312 Penalty: 725.901428
	Iteration 10Q: 3 clusters Score -106447.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -106451.148438 Penalty: 725.901428
	Iteration 11Q: 3 clusters Score -106451.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -106454.585938 Penalty: 725.901428
	Iteration 12Q: 3 clusters Score -106454.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -106458.203125 Penalty: 725.901428
	Iteration 13Q: 3 clusters Score -106458.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -106460.617188 Penalty: 725.901428
	Iteration 14Q: 3 clusters Score -106460.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -106462.468750 Penalty: 725.901428
	Iteration 15Q: 3 clusters Score -106462.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -106463.312500 Penalty: 725.901428
	Iteration 16Q: 3 clusters Score -106463.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -106464.359375 Penalty: 725.901428
	Iteration 17Q: 3 clusters Score -106464.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -106465.445312 Penalty: 725.901428
	Iteration 18Q: 3 clusters Score -106465.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -106466.929688 Penalty: 725.901428
	Iteration 19Q: 3 clusters Score -106466.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -106467.062500 Penalty: 725.901428
	Iteration 20F: 3 clusters Score -106467.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -106467.421875 Penalty: 725.901428
	Iteration 21Q: 3 clusters Score -106467.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -106467.445312 Penalty: 725.901428
	Iteration 22Q: 3 clusters Score -106467.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -106467.445312 Penalty: 725.901428
	Iteration 23F: 3 clusters Score -106467.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Entering Unmasked Estep 
Score: -628629.812500 Penalty: 444.125580
	Iteration 0F: 2 clusters Score -628629.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -616988.062500 Penalty: 888.251160
	Iteration 0F: 3 clusters Score -616988.1 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -622076.500000 Penalty: 888.251160
	Iteration 1F: 3 clusters Score -622076.5 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -622812.125000 Penalty: 888.251160
	Iteration 2F: 3 clusters Score -622812.1 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -623823.750000 Penalty: 888.251160
	Iteration 3F: 3 clusters Score -623823.8 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -624818.937500 Penalty: 888.251160
	Iteration 4F: 3 clusters Score -624818.9 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -625549.000000 Penalty: 888.251160
	Iteration 5F: 3 clusters Score -625549 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -626023.875000 Penalty: 888.251160
	Iteration 6Q: 3 clusters Score -626023.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -626290.187500 Penalty: 888.251160
	Iteration 7Q: 3 clusters Score -626290.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -626449.375000 Penalty: 888.251160
	Iteration 8Q: 3 clusters Score -626449.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -626586.312500 Penalty: 888.251160
	Iteration 9Q: 3 clusters Score -626586.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -626737.000000 Penalty: 888.251160
	Iteration 10Q: 3 clusters Score -626737 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -626899.375000 Penalty: 888.251160
	Iteration 11Q: 3 clusters Score -626899.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -627077.187500 Penalty: 888.251160
	Iteration 12Q: 3 clusters Score -627077.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -627222.500000 Penalty: 888.251160
	Iteration 13Q: 3 clusters Score -627222.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -627350.687500 Penalty: 888.251160
	Iteration 14Q: 3 clusters Score -627350.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -627493.500000 Penalty: 888.251160
	Iteration 15Q: 3 clusters Score -627493.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -627645.875000 Penalty: 888.251160
	Iteration 16Q: 3 clusters Score -627645.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -627822.375000 Penalty: 888.251160
	Iteration 17Q: 3 clusters Score -627822.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -628016.500000 Penalty: 888.251160
	Iteration 18Q: 3 clusters Score -628016.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -628161.000000 Penalty: 888.251160
	Iteration 19Q: 3 clusters Score -628161 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -628255.625000 Penalty: 888.251160
	Iteration 20F: 3 clusters Score -628255.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -628317.125000 Penalty: 888.251160
	Iteration 21Q: 3 clusters Score -628317.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -628365.375000 Penalty: 888.251160
	Iteration 22Q: 3 clusters Score -628365.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -628384.250000 Penalty: 888.251160
	Iteration 23Q: 3 clusters Score -628384.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -628402.562500 Penalty: 888.251160
	Iteration 24Q: 3 clusters Score -628402.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -628410.375000 Penalty: 888.251160
	Iteration 25Q: 3 clusters Score -628410.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -628414.500000 Penalty: 888.251160
	Iteration 26Q: 3 clusters Score -628414.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -628418.000000 Penalty: 888.251160
	Iteration 27Q: 3 clusters Score -628418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -628419.187500 Penalty: 888.251160
	Iteration 28Q: 3 clusters Score -628419.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -628419.687500 Penalty: 888.251160
	Iteration 29Q: 3 clusters Score -628419.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -628420.562500 Penalty: 888.251160
	Iteration 30Q: 3 clusters Score -628420.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -628419.812500 Penalty: 888.251160
	Iteration 31Q: 3 clusters Score -628419.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -628419.812500 Penalty: 888.251160
	Iteration 32F: 3 clusters Score -628419.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Entering Unmasked Estep 
Score: -529831.187500 Penalty: 436.963684
	Iteration 0F: 2 clusters Score -529831.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -520076.531250 Penalty: 873.927368
	Iteration 0F: 3 clusters Score -520076.5 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -525068.312500 Penalty: 873.927368
	Iteration 1F: 3 clusters Score -525068.3 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -525939.500000 Penalty: 873.927368
	Iteration 2F: 3 clusters Score -525939.5 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -526883.875000 Penalty: 873.927368
	Iteration 3F: 3 clusters Score -526883.9 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -527696.187500 Penalty: 873.927368
	Iteration 4F: 3 clusters Score -527696.2 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -528304.937500 Penalty: 873.927368
	Iteration 5F: 3 clusters Score -528304.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -528674.125000 Penalty: 873.927368
	Iteration 6Q: 3 clusters Score -528674.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -528914.562500 Penalty: 873.927368
	Iteration 7Q: 3 clusters Score -528914.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -529067.250000 Penalty: 873.927368
	Iteration 8Q: 3 clusters Score -529067.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -529154.187500 Penalty: 873.927368
	Iteration 9Q: 3 clusters Score -529154.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -529205.250000 Penalty: 873.927368
	Iteration 10Q: 3 clusters Score -529205.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -529238.562500 Penalty: 873.927368
	Iteration 11Q: 3 clusters Score -529238.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -529262.750000 Penalty: 873.927368
	Iteration 12Q: 3 clusters Score -529262.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -529281.875000 Penalty: 873.927368
	Iteration 13Q: 3 clusters Score -529281.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -529300.125000 Penalty: 873.927368
	Iteration 14Q: 3 clusters Score -529300.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -529310.062500 Penalty: 873.927368
	Iteration 15Q: 3 clusters Score -529310.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -529314.375000 Penalty: 873.927368
	Iteration 16Q: 3 clusters Score -529314.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -529317.937500 Penalty: 873.927368
	Iteration 17Q: 3 clusters Score -529317.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -529319.562500 Penalty: 873.927368
	Iteration 18Q: 3 clusters Score -529319.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -529320.437500 Penalty: 873.927368
	Iteration 19Q: 3 clusters Score -529320.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -529321.062500 Penalty: 873.927368
	Iteration 20F: 3 clusters Score -529321.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -529322.562500 Penalty: 873.927368
	Iteration 21Q: 3 clusters Score -529322.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -529323.437500 Penalty: 873.927368
	Iteration 22Q: 3 clusters Score -529323.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -529322.687500 Penalty: 873.927368
	Iteration 23Q: 3 clusters Score -529322.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -529323.500000 Penalty: 873.927368
	Iteration 24Q: 3 clusters Score -529323.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -529324.562500 Penalty: 873.927368
	Iteration 25Q: 3 clusters Score -529324.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -529323.750000 Penalty: 873.927368
	Iteration 26Q: 3 clusters Score -529323.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -529324.875000 Penalty: 873.927368
	Iteration 27Q: 3 clusters Score -529324.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -529326.187500 Penalty: 873.927368
	Iteration 28Q: 3 clusters Score -529326.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -529326.500000 Penalty: 873.927368
	Iteration 29Q: 3 clusters Score -529326.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -529326.375000 Penalty: 873.927368
	Iteration 30Q: 3 clusters Score -529326.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -529325.375000 Penalty: 873.927368
	Iteration 31Q: 3 clusters Score -529325.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -529325.437500 Penalty: 873.927368
	Iteration 32Q: 3 clusters Score -529325.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -529326.187500 Penalty: 873.927368
	Iteration 33Q: 3 clusters Score -529326.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -529325.750000 Penalty: 873.927368
	Iteration 34Q: 3 clusters Score -529325.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -529325.187500 Penalty: 873.927368
	Iteration 35Q: 3 clusters Score -529325.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -529324.875000 Penalty: 873.927368
	Iteration 36Q: 3 clusters Score -529324.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -529325.375000 Penalty: 873.927368
	Iteration 37Q: 3 clusters Score -529325.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -529325.187500 Penalty: 873.927368
	Iteration 38Q: 3 clusters Score -529325.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -529326.437500 Penalty: 873.927368
	Iteration 39Q: 3 clusters Score -529326.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -529326.437500 Penalty: 873.927368
	Iteration 40F: 3 clusters Score -529326.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -529326.375000 Penalty: 873.927368
	Iteration 41Q: 3 clusters Score -529326.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -529326.625000 Penalty: 873.927368
	Iteration 42Q: 3 clusters Score -529326.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -529327.562500 Penalty: 873.927368
	Iteration 43Q: 3 clusters Score -529327.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -529327.375000 Penalty: 873.927368
	Iteration 44Q: 3 clusters Score -529327.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -529328.187500 Penalty: 873.927368
	Iteration 45Q: 3 clusters Score -529328.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -529328.187500 Penalty: 873.927368
	Iteration 46Q: 3 clusters Score -529328.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -529328.375000 Penalty: 873.927368
	Iteration 47Q: 3 clusters Score -529328.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -529328.437500 Penalty: 873.927368
	Iteration 48Q: 3 clusters Score -529328.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -529329.125000 Penalty: 873.927368
	Iteration 49Q: 3 clusters Score -529329.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -529329.125000 Penalty: 873.927368
	Iteration 50F: 3 clusters Score -529329.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Entering Unmasked Estep 
Score: -118740.265625 Penalty: 367.945648
	Iteration 0F: 2 clusters Score -118740.3 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 1614 members 
Entering Unmasked Estep 
Score: -116487.250000 Penalty: 735.891296
	Iteration 0F: 3 clusters Score -116487.2 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -117348.812500 Penalty: 735.891296
	Iteration 1F: 3 clusters Score -117348.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -117511.726562 Penalty: 735.891296
	Iteration 2F: 3 clusters Score -117511.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -117685.804688 Penalty: 735.891296
	Iteration 3F: 3 clusters Score -117685.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -117841.531250 Penalty: 735.891296
	Iteration 4F: 3 clusters Score -117841.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -117965.992188 Penalty: 735.891296
	Iteration 5F: 3 clusters Score -117966 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -118051.390625 Penalty: 735.891296
	Iteration 6F: 3 clusters Score -118051.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -118115.023438 Penalty: 735.891296
	Iteration 7Q: 3 clusters Score -118115 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -118156.578125 Penalty: 735.891296
	Iteration 8Q: 3 clusters Score -118156.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -118183.000000 Penalty: 735.891296
	Iteration 9Q: 3 clusters Score -118183 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -118203.015625 Penalty: 735.891296
	Iteration 10Q: 3 clusters Score -118203 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -118214.343750 Penalty: 735.891296
	Iteration 11Q: 3 clusters Score -118214.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -118220.835938 Penalty: 735.891296
	Iteration 12Q: 3 clusters Score -118220.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -118228.664062 Penalty: 735.891296
	Iteration 13Q: 3 clusters Score -118228.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -118235.093750 Penalty: 735.891296
	Iteration 14Q: 3 clusters Score -118235.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -118241.281250 Penalty: 735.891296
	Iteration 15Q: 3 clusters Score -118241.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -118246.132812 Penalty: 735.891296
	Iteration 16Q: 3 clusters Score -118246.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -118252.226562 Penalty: 735.891296
	Iteration 17Q: 3 clusters Score -118252.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -118259.726562 Penalty: 735.891296
	Iteration 18Q: 3 clusters Score -118259.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -118266.851562 Penalty: 735.891296
	Iteration 19Q: 3 clusters Score -118266.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -118271.960938 Penalty: 735.891296
	Iteration 20F: 3 clusters Score -118272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -118275.367188 Penalty: 735.891296
	Iteration 21Q: 3 clusters Score -118275.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -118278.914062 Penalty: 735.891296
	Iteration 22Q: 3 clusters Score -118278.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -118281.945312 Penalty: 735.891296
	Iteration 23Q: 3 clusters Score -118281.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -118287.335938 Penalty: 735.891296
	Iteration 24Q: 3 clusters Score -118287.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -118295.695312 Penalty: 735.891296
	Iteration 25Q: 3 clusters Score -118295.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -118304.031250 Penalty: 735.891296
	Iteration 26Q: 3 clusters Score -118304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -118310.867188 Penalty: 735.891296
	Iteration 27Q: 3 clusters Score -118310.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -118318.835938 Penalty: 735.891296
	Iteration 28Q: 3 clusters Score -118318.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -118328.046875 Penalty: 735.891296
	Iteration 29Q: 3 clusters Score -118328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -118338.164062 Penalty: 735.891296
	Iteration 30Q: 3 clusters Score -118338.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -118347.953125 Penalty: 735.891296
	Iteration 31Q: 3 clusters Score -118348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -118357.812500 Penalty: 735.891296
	Iteration 32Q: 3 clusters Score -118357.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -118368.484375 Penalty: 735.891296
	Iteration 33Q: 3 clusters Score -118368.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -118374.578125 Penalty: 735.891296
	Iteration 34Q: 3 clusters Score -118374.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -118382.375000 Penalty: 735.891296
	Iteration 35Q: 3 clusters Score -118382.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -118390.117188 Penalty: 735.891296
	Iteration 36Q: 3 clusters Score -118390.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -118394.695312 Penalty: 735.891296
	Iteration 37Q: 3 clusters Score -118394.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -118400.476562 Penalty: 735.891296
	Iteration 38Q: 3 clusters Score -118400.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -118408.601562 Penalty: 735.891296
	Iteration 39Q: 3 clusters Score -118408.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -118415.062500 Penalty: 735.891296
	Iteration 40F: 3 clusters Score -118415.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -118429.679688 Penalty: 735.891296
	Iteration 41Q: 3 clusters Score -118429.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -118467.992188 Penalty: 735.891296
	Iteration 42Q: 3 clusters Score -118468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -118496.796875 Penalty: 735.891296
	Iteration 43Q: 3 clusters Score -118496.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -118521.921875 Penalty: 735.891296
	Iteration 44Q: 3 clusters Score -118521.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -118545.921875 Penalty: 735.891296
	Iteration 45Q: 3 clusters Score -118545.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -118560.421875 Penalty: 735.891296
	Iteration 46Q: 3 clusters Score -118560.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -118571.406250 Penalty: 735.891296
	Iteration 47Q: 3 clusters Score -118571.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -118581.070312 Penalty: 735.891296
	Iteration 48Q: 3 clusters Score -118581.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -118588.789062 Penalty: 735.891296
	Iteration 49Q: 3 clusters Score -118588.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -118596.132812 Penalty: 735.891296
	Iteration 50Q: 3 clusters Score -118596.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -118601.210938 Penalty: 735.891296
	Iteration 51Q: 3 clusters Score -118601.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -118607.843750 Penalty: 735.891296
	Iteration 52Q: 3 clusters Score -118607.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -118614.414062 Penalty: 735.891296
	Iteration 53Q: 3 clusters Score -118614.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -118617.304688 Penalty: 735.891296
	Iteration 54Q: 3 clusters Score -118617.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -118617.945312 Penalty: 735.891296
	Iteration 55Q: 3 clusters Score -118617.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -118618.992188 Penalty: 735.891296
	Iteration 56Q: 3 clusters Score -118619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -118619.625000 Penalty: 735.891296
	Iteration 57Q: 3 clusters Score -118619.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -118621.015625 Penalty: 735.891296
	Iteration 58Q: 3 clusters Score -118621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -118620.992188 Penalty: 735.891296
	Iteration 59Q: 3 clusters Score -118621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -118620.992188 Penalty: 735.891296
	Iteration 60F: 3 clusters Score -118621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Entering Unmasked Estep 
Score: -130727.726562 Penalty: 374.284729
	Iteration 0F: 2 clusters Score -130727.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -128134.242188 Penalty: 748.569458
	Iteration 0F: 3 clusters Score -128134.2 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -129204.109375 Penalty: 748.569458
	Iteration 1F: 3 clusters Score -129204.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -129319.562500 Penalty: 748.569458
	Iteration 2F: 3 clusters Score -129319.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -129433.617188 Penalty: 748.569458
	Iteration 3F: 3 clusters Score -129433.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -129524.617188 Penalty: 748.569458
	Iteration 4Q: 3 clusters Score -129524.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -129608.390625 Penalty: 748.569458
	Iteration 5Q: 3 clusters Score -129608.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -129696.023438 Penalty: 748.569458
	Iteration 6Q: 3 clusters Score -129696 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -129808.000000 Penalty: 748.569458
	Iteration 7Q: 3 clusters Score -129808 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -129911.960938 Penalty: 748.569458
	Iteration 8Q: 3 clusters Score -129912 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -130012.734375 Penalty: 748.569458
	Iteration 9Q: 3 clusters Score -130012.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -130106.390625 Penalty: 748.569458
	Iteration 10Q: 3 clusters Score -130106.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -130206.046875 Penalty: 748.569458
	Iteration 11Q: 3 clusters Score -130206 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -130276.562500 Penalty: 748.569458
	Iteration 12Q: 3 clusters Score -130276.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -130316.601562 Penalty: 748.569458
	Iteration 13Q: 3 clusters Score -130316.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -130340.750000 Penalty: 748.569458
	Iteration 14Q: 3 clusters Score -130340.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -130366.570312 Penalty: 748.569458
	Iteration 15Q: 3 clusters Score -130366.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -130387.054688 Penalty: 748.569458
	Iteration 16Q: 3 clusters Score -130387.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -130399.250000 Penalty: 748.569458
	Iteration 17Q: 3 clusters Score -130399.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -130407.117188 Penalty: 748.569458
	Iteration 18Q: 3 clusters Score -130407.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -130412.585938 Penalty: 748.569458
	Iteration 19Q: 3 clusters Score -130412.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -130419.156250 Penalty: 748.569458
	Iteration 20F: 3 clusters Score -130419.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -130425.484375 Penalty: 748.569458
	Iteration 21Q: 3 clusters Score -130425.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -130428.132812 Penalty: 748.569458
	Iteration 22Q: 3 clusters Score -130428.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -130429.898438 Penalty: 748.569458
	Iteration 23Q: 3 clusters Score -130429.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -130430.671875 Penalty: 748.569458
	Iteration 24Q: 3 clusters Score -130430.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -130431.898438 Penalty: 748.569458
	Iteration 25Q: 3 clusters Score -130431.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -130432.507812 Penalty: 748.569458
	Iteration 26Q: 3 clusters Score -130432.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -130433.421875 Penalty: 748.569458
	Iteration 27Q: 3 clusters Score -130433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -130434.343750 Penalty: 748.569458
	Iteration 28Q: 3 clusters Score -130434.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -130434.343750 Penalty: 748.569458
	Iteration 29F: 3 clusters Score -130434.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -26942.541016 Penalty: 302.587708
	Iteration 0F: 2 clusters Score -26942.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -26292.875000 Penalty: 605.175415
	Iteration 0F: 3 clusters Score -26292.88 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -26490.072266 Penalty: 605.175415
	Iteration 1F: 3 clusters Score -26490.07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -26573.955078 Penalty: 605.175415
	Iteration 2F: 3 clusters Score -26573.96 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -26616.914062 Penalty: 605.175415
	Iteration 3F: 3 clusters Score -26616.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -26629.351562 Penalty: 605.175415
	Iteration 4Q: 3 clusters Score -26629.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -26639.408203 Penalty: 605.175415
	Iteration 5Q: 3 clusters Score -26639.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -26648.181641 Penalty: 605.175415
	Iteration 6Q: 3 clusters Score -26648.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -26658.642578 Penalty: 605.175415
	Iteration 7Q: 3 clusters Score -26658.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -26670.048828 Penalty: 605.175415
	Iteration 8Q: 3 clusters Score -26670.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -26675.216797 Penalty: 605.175415
	Iteration 9Q: 3 clusters Score -26675.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -26677.132812 Penalty: 605.175415
	Iteration 10Q: 3 clusters Score -26677.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -26679.585938 Penalty: 605.175415
	Iteration 11Q: 3 clusters Score -26679.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -26679.773438 Penalty: 605.175415
	Iteration 12Q: 3 clusters Score -26679.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -26679.957031 Penalty: 605.175415
	Iteration 13Q: 3 clusters Score -26679.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -26680.363281 Penalty: 605.175415
	Iteration 14Q: 3 clusters Score -26680.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -26681.009766 Penalty: 605.175415
	Iteration 15Q: 3 clusters Score -26681.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -26681.458984 Penalty: 605.175415
	Iteration 16Q: 3 clusters Score -26681.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -26681.615234 Penalty: 605.175415
	Iteration 17Q: 3 clusters Score -26681.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -26683.210938 Penalty: 605.175415
	Iteration 18Q: 3 clusters Score -26683.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -26684.275391 Penalty: 605.175415
	Iteration 19Q: 3 clusters Score -26684.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -26685.587891 Penalty: 605.175415
	Iteration 20F: 3 clusters Score -26685.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -26686.712891 Penalty: 605.175415
	Iteration 21Q: 3 clusters Score -26686.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -26687.882812 Penalty: 605.175415
	Iteration 22Q: 3 clusters Score -26687.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -26688.554688 Penalty: 605.175415
	Iteration 23Q: 3 clusters Score -26688.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -26689.212891 Penalty: 605.175415
	Iteration 24Q: 3 clusters Score -26689.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -26689.507812 Penalty: 605.175415
	Iteration 25Q: 3 clusters Score -26689.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -26690.664062 Penalty: 605.175415
	Iteration 26Q: 3 clusters Score -26690.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -26691.056641 Penalty: 605.175415
	Iteration 27Q: 3 clusters Score -26691.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -26693.220703 Penalty: 605.175415
	Iteration 28Q: 3 clusters Score -26693.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -26694.621094 Penalty: 605.175415
	Iteration 29Q: 3 clusters Score -26694.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -26695.568359 Penalty: 605.175415
	Iteration 30Q: 3 clusters Score -26695.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -26695.960938 Penalty: 605.175415
	Iteration 31Q: 3 clusters Score -26695.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -26695.960938 Penalty: 605.175415
	Iteration 32F: 3 clusters Score -26695.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Entering Unmasked Estep 
Score: -288663.031250 Penalty: 407.319977
	Iteration 0F: 2 clusters Score -288663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -283517.437500 Penalty: 814.639954
	Iteration 0F: 3 clusters Score -283517.4 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -285572.031250 Penalty: 814.639954
	Iteration 1F: 3 clusters Score -285572 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -285826.656250 Penalty: 814.639954
	Iteration 2F: 3 clusters Score -285826.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -286134.937500 Penalty: 814.639954
	Iteration 3F: 3 clusters Score -286134.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -286503.593750 Penalty: 814.639954
	Iteration 4F: 3 clusters Score -286503.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -286923.125000 Penalty: 814.639954
	Iteration 5F: 3 clusters Score -286923.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -287305.343750 Penalty: 814.639954
	Iteration 6Q: 3 clusters Score -287305.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -287605.781250 Penalty: 814.639954
	Iteration 7Q: 3 clusters Score -287605.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -287786.718750 Penalty: 814.639954
	Iteration 8Q: 3 clusters Score -287786.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -287908.500000 Penalty: 814.639954
	Iteration 9Q: 3 clusters Score -287908.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -288022.656250 Penalty: 814.639954
	Iteration 10Q: 3 clusters Score -288022.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -288119.281250 Penalty: 814.639954
	Iteration 11Q: 3 clusters Score -288119.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -288195.156250 Penalty: 814.639954
	Iteration 12Q: 3 clusters Score -288195.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -288242.875000 Penalty: 814.639954
	Iteration 13Q: 3 clusters Score -288242.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -288280.781250 Penalty: 814.639954
	Iteration 14Q: 3 clusters Score -288280.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -288303.812500 Penalty: 814.639954
	Iteration 15Q: 3 clusters Score -288303.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -288314.750000 Penalty: 814.639954
	Iteration 16Q: 3 clusters Score -288314.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -288320.750000 Penalty: 814.639954
	Iteration 17Q: 3 clusters Score -288320.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -288325.250000 Penalty: 814.639954
	Iteration 18Q: 3 clusters Score -288325.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -288327.687500 Penalty: 814.639954
	Iteration 19Q: 3 clusters Score -288327.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -288328.062500 Penalty: 814.639954
	Iteration 20F: 3 clusters Score -288328.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -288328.687500 Penalty: 814.639954
	Iteration 21Q: 3 clusters Score -288328.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -288330.500000 Penalty: 814.639954
	Iteration 22Q: 3 clusters Score -288330.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -288330.937500 Penalty: 814.639954
	Iteration 23Q: 3 clusters Score -288330.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -288332.156250 Penalty: 814.639954
	Iteration 24Q: 3 clusters Score -288332.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -288332.718750 Penalty: 814.639954
	Iteration 25Q: 3 clusters Score -288332.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -288332.718750 Penalty: 814.639954
	Iteration 26Q: 3 clusters Score -288332.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -288333.093750 Penalty: 814.639954
	Iteration 27Q: 3 clusters Score -288333.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -288333.625000 Penalty: 814.639954
	Iteration 28Q: 3 clusters Score -288333.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -288335.312500 Penalty: 814.639954
	Iteration 29Q: 3 clusters Score -288335.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -288335.312500 Penalty: 814.639954
	Iteration 30Q: 3 clusters Score -288335.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -288335.468750 Penalty: 814.639954
	Iteration 31Q: 3 clusters Score -288335.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -288336.062500 Penalty: 814.639954
	Iteration 32Q: 3 clusters Score -288336.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -288335.750000 Penalty: 814.639954
	Iteration 33Q: 3 clusters Score -288335.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -288335.968750 Penalty: 814.639954
	Iteration 34Q: 3 clusters Score -288336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -288336.062500 Penalty: 814.639954
	Iteration 35Q: 3 clusters Score -288336.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -288336.375000 Penalty: 814.639954
	Iteration 36Q: 3 clusters Score -288336.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -288336.781250 Penalty: 814.639954
	Iteration 37Q: 3 clusters Score -288336.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -288337.125000 Penalty: 814.639954
	Iteration 38Q: 3 clusters Score -288337.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -288337.250000 Penalty: 814.639954
	Iteration 39Q: 3 clusters Score -288337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -288337.593750 Penalty: 814.639954
	Iteration 40F: 3 clusters Score -288337.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (70 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Entering Unmasked Estep 
Score: -1592.388916 Penalty: 193.306534
	Iteration 0F: 2 clusters Score -1592.389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1461.413330 Penalty: 386.613068
	Iteration 0F: 3 clusters Score -1461.413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1483.299438 Penalty: 386.613068
	Iteration 1F: 3 clusters Score -1483.299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Entering Unmasked Estep 
Score: -578297.125000 Penalty: 436.960663
	Iteration 0F: 2 clusters Score -578297.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -568449.312500 Penalty: 873.921326
	Iteration 0F: 3 clusters Score -568449.3 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -572526.000000 Penalty: 873.921326
	Iteration 1F: 3 clusters Score -572526 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -572888.625000 Penalty: 873.921326
	Iteration 2F: 3 clusters Score -572888.6 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -573257.937500 Penalty: 873.921326
	Iteration 3F: 3 clusters Score -573257.9 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -573667.687500 Penalty: 873.921326
	Iteration 4F: 3 clusters Score -573667.7 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -574133.562500 Penalty: 873.921326
	Iteration 5Q: 3 clusters Score -574133.6 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -574637.375000 Penalty: 873.921326
	Iteration 6F: 3 clusters Score -574637.4 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -575059.750000 Penalty: 873.921326
	Iteration 7Q: 3 clusters Score -575059.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -575311.875000 Penalty: 873.921326
	Iteration 8Q: 3 clusters Score -575311.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -575386.437500 Penalty: 873.921326
	Iteration 9Q: 3 clusters Score -575386.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -575413.625000 Penalty: 873.921326
	Iteration 10Q: 3 clusters Score -575413.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -575432.375000 Penalty: 873.921326
	Iteration 11Q: 3 clusters Score -575432.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -575454.500000 Penalty: 873.921326
	Iteration 12Q: 3 clusters Score -575454.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -575475.312500 Penalty: 873.921326
	Iteration 13Q: 3 clusters Score -575475.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -575498.250000 Penalty: 873.921326
	Iteration 14Q: 3 clusters Score -575498.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -575522.562500 Penalty: 873.921326
	Iteration 15Q: 3 clusters Score -575522.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -575546.812500 Penalty: 873.921326
	Iteration 16Q: 3 clusters Score -575546.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -575569.687500 Penalty: 873.921326
	Iteration 17Q: 3 clusters Score -575569.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -575595.437500 Penalty: 873.921326
	Iteration 18Q: 3 clusters Score -575595.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -575622.562500 Penalty: 873.921326
	Iteration 19Q: 3 clusters Score -575622.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -575655.375000 Penalty: 873.921326
	Iteration 20F: 3 clusters Score -575655.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -575690.812500 Penalty: 873.921326
	Iteration 21Q: 3 clusters Score -575690.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -575716.687500 Penalty: 873.921326
	Iteration 22Q: 3 clusters Score -575716.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -575742.750000 Penalty: 873.921326
	Iteration 23Q: 3 clusters Score -575742.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -575768.625000 Penalty: 873.921326
	Iteration 24Q: 3 clusters Score -575768.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -575797.437500 Penalty: 873.921326
	Iteration 25Q: 3 clusters Score -575797.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -575823.187500 Penalty: 873.921326
	Iteration 26Q: 3 clusters Score -575823.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -575852.375000 Penalty: 873.921326
	Iteration 27Q: 3 clusters Score -575852.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -575891.312500 Penalty: 873.921326
	Iteration 28Q: 3 clusters Score -575891.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -575932.625000 Penalty: 873.921326
	Iteration 29Q: 3 clusters Score -575932.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -575981.375000 Penalty: 873.921326
	Iteration 30Q: 3 clusters Score -575981.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -576041.062500 Penalty: 873.921326
	Iteration 31Q: 3 clusters Score -576041.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -576091.437500 Penalty: 873.921326
	Iteration 32Q: 3 clusters Score -576091.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -576135.062500 Penalty: 873.921326
	Iteration 33Q: 3 clusters Score -576135.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -576179.937500 Penalty: 873.921326
	Iteration 34Q: 3 clusters Score -576179.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -576224.125000 Penalty: 873.921326
	Iteration 35Q: 3 clusters Score -576224.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -576267.562500 Penalty: 873.921326
	Iteration 36Q: 3 clusters Score -576267.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -576311.062500 Penalty: 873.921326
	Iteration 37Q: 3 clusters Score -576311.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -576347.687500 Penalty: 873.921326
	Iteration 38Q: 3 clusters Score -576347.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -576377.562500 Penalty: 873.921326
	Iteration 39Q: 3 clusters Score -576377.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -576420.500000 Penalty: 873.921326
	Iteration 40F: 3 clusters Score -576420.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -576468.250000 Penalty: 873.921326
	Iteration 41Q: 3 clusters Score -576468.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -576510.437500 Penalty: 873.921326
	Iteration 42Q: 3 clusters Score -576510.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -576541.937500 Penalty: 873.921326
	Iteration 43Q: 3 clusters Score -576541.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -576573.187500 Penalty: 873.921326
	Iteration 44Q: 3 clusters Score -576573.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -576606.000000 Penalty: 873.921326
	Iteration 45Q: 3 clusters Score -576606 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -576637.625000 Penalty: 873.921326
	Iteration 46Q: 3 clusters Score -576637.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -576673.687500 Penalty: 873.921326
	Iteration 47Q: 3 clusters Score -576673.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -576719.750000 Penalty: 873.921326
	Iteration 48Q: 3 clusters Score -576719.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -576774.750000 Penalty: 873.921326
	Iteration 49Q: 3 clusters Score -576774.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -576820.312500 Penalty: 873.921326
	Iteration 50Q: 3 clusters Score -576820.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -576876.875000 Penalty: 873.921326
	Iteration 51Q: 3 clusters Score -576876.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -576936.375000 Penalty: 873.921326
	Iteration 52Q: 3 clusters Score -576936.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -576988.687500 Penalty: 873.921326
	Iteration 53Q: 3 clusters Score -576988.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -577036.625000 Penalty: 873.921326
	Iteration 54Q: 3 clusters Score -577036.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -577074.687500 Penalty: 873.921326
	Iteration 55Q: 3 clusters Score -577074.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -577100.312500 Penalty: 873.921326
	Iteration 56Q: 3 clusters Score -577100.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -577121.687500 Penalty: 873.921326
	Iteration 57Q: 3 clusters Score -577121.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -577139.125000 Penalty: 873.921326
	Iteration 58Q: 3 clusters Score -577139.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -577151.875000 Penalty: 873.921326
	Iteration 59Q: 3 clusters Score -577151.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -577175.875000 Penalty: 873.921326
	Iteration 60F: 3 clusters Score -577175.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -577197.375000 Penalty: 873.921326
	Iteration 61Q: 3 clusters Score -577197.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -577216.625000 Penalty: 873.921326
	Iteration 62Q: 3 clusters Score -577216.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -577239.875000 Penalty: 873.921326
	Iteration 63Q: 3 clusters Score -577239.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -577260.187500 Penalty: 873.921326
	Iteration 64Q: 3 clusters Score -577260.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -577280.500000 Penalty: 873.921326
	Iteration 65Q: 3 clusters Score -577280.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -577301.062500 Penalty: 873.921326
	Iteration 66Q: 3 clusters Score -577301.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -577327.625000 Penalty: 873.921326
	Iteration 67Q: 3 clusters Score -577327.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -577356.125000 Penalty: 873.921326
	Iteration 68Q: 3 clusters Score -577356.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -577386.125000 Penalty: 873.921326
	Iteration 69Q: 3 clusters Score -577386.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -577415.625000 Penalty: 873.921326
	Iteration 70Q: 3 clusters Score -577415.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -577436.375000 Penalty: 873.921326
	Iteration 71Q: 3 clusters Score -577436.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -577452.875000 Penalty: 873.921326
	Iteration 72Q: 3 clusters Score -577452.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -577465.687500 Penalty: 873.921326
	Iteration 73Q: 3 clusters Score -577465.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -577476.125000 Penalty: 873.921326
	Iteration 74Q: 3 clusters Score -577476.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -577491.375000 Penalty: 873.921326
	Iteration 75Q: 3 clusters Score -577491.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -577506.312500 Penalty: 873.921326
	Iteration 76Q: 3 clusters Score -577506.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -577516.000000 Penalty: 873.921326
	Iteration 77Q: 3 clusters Score -577516 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -577530.125000 Penalty: 873.921326
	Iteration 78Q: 3 clusters Score -577530.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -577539.312500 Penalty: 873.921326
	Iteration 79Q: 3 clusters Score -577539.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -577549.875000 Penalty: 873.921326
	Iteration 80F: 3 clusters Score -577549.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -577558.625000 Penalty: 873.921326
	Iteration 81Q: 3 clusters Score -577558.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -577567.437500 Penalty: 873.921326
	Iteration 82Q: 3 clusters Score -577567.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -577581.062500 Penalty: 873.921326
	Iteration 83Q: 3 clusters Score -577581.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -577592.562500 Penalty: 873.921326
	Iteration 84Q: 3 clusters Score -577592.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -577606.062500 Penalty: 873.921326
	Iteration 85Q: 3 clusters Score -577606.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -577614.750000 Penalty: 873.921326
	Iteration 86Q: 3 clusters Score -577614.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -577623.750000 Penalty: 873.921326
	Iteration 87Q: 3 clusters Score -577623.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -577634.062500 Penalty: 873.921326
	Iteration 88Q: 3 clusters Score -577634.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -577641.625000 Penalty: 873.921326
	Iteration 89Q: 3 clusters Score -577641.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -577648.812500 Penalty: 873.921326
	Iteration 90Q: 3 clusters Score -577648.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -577660.312500 Penalty: 873.921326
	Iteration 91Q: 3 clusters Score -577660.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -577670.125000 Penalty: 873.921326
	Iteration 92Q: 3 clusters Score -577670.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -577682.500000 Penalty: 873.921326
	Iteration 93Q: 3 clusters Score -577682.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -577693.562500 Penalty: 873.921326
	Iteration 94Q: 3 clusters Score -577693.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -577701.500000 Penalty: 873.921326
	Iteration 95Q: 3 clusters Score -577701.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -577710.625000 Penalty: 873.921326
	Iteration 96Q: 3 clusters Score -577710.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -577715.875000 Penalty: 873.921326
	Iteration 97Q: 3 clusters Score -577715.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -577722.437500 Penalty: 873.921326
	Iteration 98Q: 3 clusters Score -577722.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -577727.812500 Penalty: 873.921326
	Iteration 99Q: 3 clusters Score -577727.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -577732.312500 Penalty: 873.921326
	Iteration 100F: 3 clusters Score -577732.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -577740.437500 Penalty: 873.921326
	Iteration 101Q: 3 clusters Score -577740.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -577742.687500 Penalty: 873.921326
	Iteration 102Q: 3 clusters Score -577742.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -577747.062500 Penalty: 873.921326
	Iteration 103Q: 3 clusters Score -577747.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -577751.625000 Penalty: 873.921326
	Iteration 104Q: 3 clusters Score -577751.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -577755.312500 Penalty: 873.921326
	Iteration 105Q: 3 clusters Score -577755.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -577760.000000 Penalty: 873.921326
	Iteration 106Q: 3 clusters Score -577760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -577765.687500 Penalty: 873.921326
	Iteration 107Q: 3 clusters Score -577765.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -577770.625000 Penalty: 873.921326
	Iteration 108Q: 3 clusters Score -577770.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -577773.812500 Penalty: 873.921326
	Iteration 109Q: 3 clusters Score -577773.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -577778.250000 Penalty: 873.921326
	Iteration 110Q: 3 clusters Score -577778.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -577782.062500 Penalty: 873.921326
	Iteration 111Q: 3 clusters Score -577782.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -577784.375000 Penalty: 873.921326
	Iteration 112Q: 3 clusters Score -577784.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -577786.625000 Penalty: 873.921326
	Iteration 113Q: 3 clusters Score -577786.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -577789.812500 Penalty: 873.921326
	Iteration 114Q: 3 clusters Score -577789.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -577793.187500 Penalty: 873.921326
	Iteration 115Q: 3 clusters Score -577793.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -577794.750000 Penalty: 873.921326
	Iteration 116Q: 3 clusters Score -577794.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -577796.937500 Penalty: 873.921326
	Iteration 117Q: 3 clusters Score -577796.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -577801.250000 Penalty: 873.921326
	Iteration 118Q: 3 clusters Score -577801.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -577806.312500 Penalty: 873.921326
	Iteration 119Q: 3 clusters Score -577806.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -577809.750000 Penalty: 873.921326
	Iteration 120F: 3 clusters Score -577809.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -577813.375000 Penalty: 873.921326
	Iteration 121Q: 3 clusters Score -577813.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -577816.500000 Penalty: 873.921326
	Iteration 122Q: 3 clusters Score -577816.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -577818.562500 Penalty: 873.921326
	Iteration 123Q: 3 clusters Score -577818.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -577822.500000 Penalty: 873.921326
	Iteration 124Q: 3 clusters Score -577822.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -577824.187500 Penalty: 873.921326
	Iteration 125Q: 3 clusters Score -577824.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -577826.375000 Penalty: 873.921326
	Iteration 126Q: 3 clusters Score -577826.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -577830.312500 Penalty: 873.921326
	Iteration 127Q: 3 clusters Score -577830.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -577832.000000 Penalty: 873.921326
	Iteration 128Q: 3 clusters Score -577832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -577835.062500 Penalty: 873.921326
	Iteration 129Q: 3 clusters Score -577835.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -577837.437500 Penalty: 873.921326
	Iteration 130Q: 3 clusters Score -577837.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -577837.750000 Penalty: 873.921326
	Iteration 131Q: 3 clusters Score -577837.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -577839.437500 Penalty: 873.921326
	Iteration 132Q: 3 clusters Score -577839.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -577838.625000 Penalty: 873.921326
	Iteration 133Q: 3 clusters Score -577838.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -577838.937500 Penalty: 873.921326
	Iteration 134Q: 3 clusters Score -577838.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -577839.125000 Penalty: 873.921326
	Iteration 135Q: 3 clusters Score -577839.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -577839.625000 Penalty: 873.921326
	Iteration 136Q: 3 clusters Score -577839.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -577840.687500 Penalty: 873.921326
	Iteration 137Q: 3 clusters Score -577840.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -577840.562500 Penalty: 873.921326
	Iteration 138Q: 3 clusters Score -577840.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -577841.562500 Penalty: 873.921326
	Iteration 139Q: 3 clusters Score -577841.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -577839.500000 Penalty: 873.921326
	Iteration 140F: 3 clusters Score -577839.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -577839.062500 Penalty: 873.921326
	Iteration 141Q: 3 clusters Score -577839.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -577839.437500 Penalty: 873.921326
	Iteration 142Q: 3 clusters Score -577839.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -577840.562500 Penalty: 873.921326
	Iteration 143Q: 3 clusters Score -577840.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -577840.062500 Penalty: 873.921326
	Iteration 144Q: 3 clusters Score -577840.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -577840.187500 Penalty: 873.921326
	Iteration 145Q: 3 clusters Score -577840.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -577840.437500 Penalty: 873.921326
	Iteration 146Q: 3 clusters Score -577840.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -577840.500000 Penalty: 873.921326
	Iteration 147Q: 3 clusters Score -577840.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -577840.312500 Penalty: 873.921326
	Iteration 148Q: 3 clusters Score -577840.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -577839.687500 Penalty: 873.921326
	Iteration 149Q: 3 clusters Score -577839.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -577839.812500 Penalty: 873.921326
	Iteration 150Q: 3 clusters Score -577839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -577840.437500 Penalty: 873.921326
	Iteration 151Q: 3 clusters Score -577840.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -577840.562500 Penalty: 873.921326
	Iteration 152Q: 3 clusters Score -577840.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -577839.750000 Penalty: 873.921326
	Iteration 153Q: 3 clusters Score -577839.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -577839.750000 Penalty: 873.921326
	Iteration 154F: 3 clusters Score -577839.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Entering Unmasked Estep 
Score: -189882.953125 Penalty: 390.975006
	Iteration 0F: 2 clusters Score -189883 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 2605 members 
Entering Unmasked Estep 
Score: -186314.531250 Penalty: 781.950012
	Iteration 0F: 3 clusters Score -186314.5 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -188059.171875 Penalty: 781.950012
	Iteration 1F: 3 clusters Score -188059.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -188435.203125 Penalty: 781.950012
	Iteration 2F: 3 clusters Score -188435.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -188759.156250 Penalty: 781.950012
	Iteration 3F: 3 clusters Score -188759.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -189004.531250 Penalty: 781.950012
	Iteration 4F: 3 clusters Score -189004.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -189189.296875 Penalty: 781.950012
	Iteration 5Q: 3 clusters Score -189189.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -189316.906250 Penalty: 781.950012
	Iteration 6Q: 3 clusters Score -189316.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -189404.734375 Penalty: 781.950012
	Iteration 7Q: 3 clusters Score -189404.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -189450.062500 Penalty: 781.950012
	Iteration 8Q: 3 clusters Score -189450.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -189478.750000 Penalty: 781.950012
	Iteration 9Q: 3 clusters Score -189478.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -189495.765625 Penalty: 781.950012
	Iteration 10Q: 3 clusters Score -189495.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -189505.218750 Penalty: 781.950012
	Iteration 11Q: 3 clusters Score -189505.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -189517.406250 Penalty: 781.950012
	Iteration 12Q: 3 clusters Score -189517.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -189529.968750 Penalty: 781.950012
	Iteration 13Q: 3 clusters Score -189530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -189542.203125 Penalty: 781.950012
	Iteration 14Q: 3 clusters Score -189542.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -189547.812500 Penalty: 781.950012
	Iteration 15Q: 3 clusters Score -189547.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -189550.640625 Penalty: 781.950012
	Iteration 16Q: 3 clusters Score -189550.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -189552.500000 Penalty: 781.950012
	Iteration 17Q: 3 clusters Score -189552.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -189554.828125 Penalty: 781.950012
	Iteration 18Q: 3 clusters Score -189554.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -189556.765625 Penalty: 781.950012
	Iteration 19Q: 3 clusters Score -189556.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -189558.015625 Penalty: 781.950012
	Iteration 20F: 3 clusters Score -189558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -189558.437500 Penalty: 781.950012
	Iteration 21Q: 3 clusters Score -189558.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -189560.015625 Penalty: 781.950012
	Iteration 22Q: 3 clusters Score -189560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -189562.796875 Penalty: 781.950012
	Iteration 23Q: 3 clusters Score -189562.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -189563.500000 Penalty: 781.950012
	Iteration 24Q: 3 clusters Score -189563.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -189564.437500 Penalty: 781.950012
	Iteration 25Q: 3 clusters Score -189564.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -189565.468750 Penalty: 781.950012
	Iteration 26Q: 3 clusters Score -189565.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -189566.015625 Penalty: 781.950012
	Iteration 27Q: 3 clusters Score -189566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -189566.203125 Penalty: 781.950012
	Iteration 28Q: 3 clusters Score -189566.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -189566.203125 Penalty: 781.950012
	Iteration 29F: 3 clusters Score -189566.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Entering Unmasked Estep 
Score: -60387.324219 Penalty: 337.499908
	Iteration 0F: 2 clusters Score -60387.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -59157.390625 Penalty: 674.999817
	Iteration 0F: 3 clusters Score -59157.39 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -59568.175781 Penalty: 674.999817
	Iteration 1F: 3 clusters Score -59568.18 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -59670.925781 Penalty: 674.999817
	Iteration 2F: 3 clusters Score -59670.93 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -59777.539062 Penalty: 674.999817
	Iteration 3F: 3 clusters Score -59777.54 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -59877.160156 Penalty: 674.999817
	Iteration 4F: 3 clusters Score -59877.16 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -59944.382812 Penalty: 674.999817
	Iteration 5Q: 3 clusters Score -59944.38 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -59994.714844 Penalty: 674.999817
	Iteration 6Q: 3 clusters Score -59994.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -60037.335938 Penalty: 674.999817
	Iteration 7Q: 3 clusters Score -60037.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -60064.675781 Penalty: 674.999817
	Iteration 8Q: 3 clusters Score -60064.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -60080.914062 Penalty: 674.999817
	Iteration 9Q: 3 clusters Score -60080.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -60094.164062 Penalty: 674.999817
	Iteration 10Q: 3 clusters Score -60094.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -60103.429688 Penalty: 674.999817
	Iteration 11Q: 3 clusters Score -60103.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -60108.683594 Penalty: 674.999817
	Iteration 12Q: 3 clusters Score -60108.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -60112.003906 Penalty: 674.999817
	Iteration 13Q: 3 clusters Score -60112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -60113.894531 Penalty: 674.999817
	Iteration 14Q: 3 clusters Score -60113.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -60115.988281 Penalty: 674.999817
	Iteration 15Q: 3 clusters Score -60115.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -60119.093750 Penalty: 674.999817
	Iteration 16Q: 3 clusters Score -60119.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -60123.925781 Penalty: 674.999817
	Iteration 17Q: 3 clusters Score -60123.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -60127.535156 Penalty: 674.999817
	Iteration 18Q: 3 clusters Score -60127.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -60130.449219 Penalty: 674.999817
	Iteration 19Q: 3 clusters Score -60130.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -60131.015625 Penalty: 674.999817
	Iteration 20F: 3 clusters Score -60131.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -60132.359375 Penalty: 674.999817
	Iteration 21Q: 3 clusters Score -60132.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -60132.359375 Penalty: 674.999817
	Iteration 22F: 3 clusters Score -60132.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -41727.472656 Penalty: 322.255951
	Iteration 0F: 2 clusters Score -41727.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -40795.394531 Penalty: 644.511902
	Iteration 0F: 3 clusters Score -40795.39 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -41085.523438 Penalty: 644.511902
	Iteration 1F: 3 clusters Score -41085.52 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -41143.562500 Penalty: 644.511902
	Iteration 2F: 3 clusters Score -41143.56 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -41179.273438 Penalty: 644.511902
	Iteration 3F: 3 clusters Score -41179.27 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -41207.214844 Penalty: 644.511902
	Iteration 4Q: 3 clusters Score -41207.21 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -41232.000000 Penalty: 644.511902
	Iteration 5Q: 3 clusters Score -41232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -41247.000000 Penalty: 644.511902
	Iteration 6Q: 3 clusters Score -41247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -41258.785156 Penalty: 644.511902
	Iteration 7Q: 3 clusters Score -41258.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -41265.691406 Penalty: 644.511902
	Iteration 8Q: 3 clusters Score -41265.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -41272.035156 Penalty: 644.511902
	Iteration 9Q: 3 clusters Score -41272.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -41276.761719 Penalty: 644.511902
	Iteration 10Q: 3 clusters Score -41276.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -41283.632812 Penalty: 644.511902
	Iteration 11Q: 3 clusters Score -41283.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -41290.656250 Penalty: 644.511902
	Iteration 12Q: 3 clusters Score -41290.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -41294.425781 Penalty: 644.511902
	Iteration 13Q: 3 clusters Score -41294.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -41299.242188 Penalty: 644.511902
	Iteration 14Q: 3 clusters Score -41299.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -41309.804688 Penalty: 644.511902
	Iteration 15Q: 3 clusters Score -41309.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -41322.007812 Penalty: 644.511902
	Iteration 16Q: 3 clusters Score -41322.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -41339.371094 Penalty: 644.511902
	Iteration 17Q: 3 clusters Score -41339.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -41352.425781 Penalty: 644.511902
	Iteration 18Q: 3 clusters Score -41352.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -41366.121094 Penalty: 644.511902
	Iteration 19Q: 3 clusters Score -41366.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -41381.164062 Penalty: 644.511902
	Iteration 20F: 3 clusters Score -41381.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -41398.343750 Penalty: 644.511902
	Iteration 21Q: 3 clusters Score -41398.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -41406.351562 Penalty: 644.511902
	Iteration 22Q: 3 clusters Score -41406.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -41413.664062 Penalty: 644.511902
	Iteration 23Q: 3 clusters Score -41413.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -41417.179688 Penalty: 644.511902
	Iteration 24Q: 3 clusters Score -41417.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -41417.835938 Penalty: 644.511902
	Iteration 25Q: 3 clusters Score -41417.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -41417.917969 Penalty: 644.511902
	Iteration 26Q: 3 clusters Score -41417.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -41418.058594 Penalty: 644.511902
	Iteration 27Q: 3 clusters Score -41418.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -41418.914062 Penalty: 644.511902
	Iteration 28Q: 3 clusters Score -41418.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -41419.203125 Penalty: 644.511902
	Iteration 29Q: 3 clusters Score -41419.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -41419.203125 Penalty: 644.511902
	Iteration 30F: 3 clusters Score -41419.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Entering Unmasked Estep 
Score: -466595.906250 Penalty: 429.970825
	Iteration 0F: 2 clusters Score -466595.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -458129.937500 Penalty: 859.941650
	Iteration 0F: 3 clusters Score -458129.9 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -461787.468750 Penalty: 859.941650
	Iteration 1F: 3 clusters Score -461787.5 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -462191.562500 Penalty: 859.941650
	Iteration 2F: 3 clusters Score -462191.6 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -462732.937500 Penalty: 859.941650
	Iteration 3F: 3 clusters Score -462732.9 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -463530.812500 Penalty: 859.941650
	Iteration 4F: 3 clusters Score -463530.8 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -464449.875000 Penalty: 859.941650
	Iteration 5F: 3 clusters Score -464449.9 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -465289.781250 Penalty: 859.941650
	Iteration 6F: 3 clusters Score -465289.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -465835.781250 Penalty: 859.941650
	Iteration 7Q: 3 clusters Score -465835.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -466074.468750 Penalty: 859.941650
	Iteration 8Q: 3 clusters Score -466074.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -466170.062500 Penalty: 859.941650
	Iteration 9Q: 3 clusters Score -466170.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -466204.000000 Penalty: 859.941650
	Iteration 10Q: 3 clusters Score -466204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -466220.187500 Penalty: 859.941650
	Iteration 11Q: 3 clusters Score -466220.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -466226.562500 Penalty: 859.941650
	Iteration 12Q: 3 clusters Score -466226.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -466230.156250 Penalty: 859.941650
	Iteration 13Q: 3 clusters Score -466230.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -466235.500000 Penalty: 859.941650
	Iteration 14Q: 3 clusters Score -466235.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -466239.843750 Penalty: 859.941650
	Iteration 15Q: 3 clusters Score -466239.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -466242.937500 Penalty: 859.941650
	Iteration 16Q: 3 clusters Score -466242.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -466243.468750 Penalty: 859.941650
	Iteration 17Q: 3 clusters Score -466243.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -466243.468750 Penalty: 859.941650
	Iteration 18F: 3 clusters Score -466243.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Entering Unmasked Estep 
Score: -267998.156250 Penalty: 405.591003
	Iteration 0F: 2 clusters Score -267998.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -262953.031250 Penalty: 811.182007
	Iteration 0F: 3 clusters Score -262953 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -265081.875000 Penalty: 811.182007
	Iteration 1F: 3 clusters Score -265081.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -265384.906250 Penalty: 811.182007
	Iteration 2F: 3 clusters Score -265384.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -265801.906250 Penalty: 811.182007
	Iteration 3F: 3 clusters Score -265801.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -266266.906250 Penalty: 811.182007
	Iteration 4F: 3 clusters Score -266266.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -266696.250000 Penalty: 811.182007
	Iteration 5F: 3 clusters Score -266696.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -267008.500000 Penalty: 811.182007
	Iteration 6F: 3 clusters Score -267008.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -267219.000000 Penalty: 811.182007
	Iteration 7Q: 3 clusters Score -267219 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -267380.375000 Penalty: 811.182007
	Iteration 8Q: 3 clusters Score -267380.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -267494.625000 Penalty: 811.182007
	Iteration 9Q: 3 clusters Score -267494.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -267558.531250 Penalty: 811.182007
	Iteration 10Q: 3 clusters Score -267558.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -267588.906250 Penalty: 811.182007
	Iteration 11Q: 3 clusters Score -267588.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -267605.812500 Penalty: 811.182007
	Iteration 12Q: 3 clusters Score -267605.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -267620.281250 Penalty: 811.182007
	Iteration 13Q: 3 clusters Score -267620.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -267629.875000 Penalty: 811.182007
	Iteration 14Q: 3 clusters Score -267629.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -267636.062500 Penalty: 811.182007
	Iteration 15Q: 3 clusters Score -267636.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -267638.625000 Penalty: 811.182007
	Iteration 16Q: 3 clusters Score -267638.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -267639.531250 Penalty: 811.182007
	Iteration 17Q: 3 clusters Score -267639.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -267639.875000 Penalty: 811.182007
	Iteration 18Q: 3 clusters Score -267639.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -267639.875000 Penalty: 811.182007
	Iteration 19F: 3 clusters Score -267639.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Entering Unmasked Estep 
Score: -54427.562500 Penalty: 336.309387
	Iteration 0F: 2 clusters Score -54427.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -53232.535156 Penalty: 672.618774
	Iteration 0F: 3 clusters Score -53232.54 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -53657.996094 Penalty: 672.618774
	Iteration 1F: 3 clusters Score -53658 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -53799.617188 Penalty: 672.618774
	Iteration 2F: 3 clusters Score -53799.62 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -53868.730469 Penalty: 672.618774
	Iteration 3F: 3 clusters Score -53868.73 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -53923.019531 Penalty: 672.618774
	Iteration 4Q: 3 clusters Score -53923.02 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -53969.796875 Penalty: 672.618774
	Iteration 5Q: 3 clusters Score -53969.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -54039.265625 Penalty: 672.618774
	Iteration 6Q: 3 clusters Score -54039.27 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -54107.355469 Penalty: 672.618774
	Iteration 7Q: 3 clusters Score -54107.36 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -54156.988281 Penalty: 672.618774
	Iteration 8Q: 3 clusters Score -54156.99 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -54206.121094 Penalty: 672.618774
	Iteration 9Q: 3 clusters Score -54206.12 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -54266.562500 Penalty: 672.618774
	Iteration 10Q: 3 clusters Score -54266.56 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -54326.027344 Penalty: 672.618774
	Iteration 11Q: 3 clusters Score -54326.03 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -54405.519531 Penalty: 672.618774
	Iteration 12Q: 3 clusters Score -54405.52 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -54490.199219 Penalty: 672.618774
	Iteration 13Q: 3 clusters Score -54490.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -54554.386719 Penalty: 672.618774
	Iteration 14Q: 3 clusters Score -54554.39 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -54607.929688 Penalty: 672.618774
	Iteration 15Q: 3 clusters Score -54607.93 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -54644.156250 Penalty: 672.618774
	Iteration 16Q: 3 clusters Score -54644.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -54654.066406 Penalty: 672.618774
	Iteration 17Q: 3 clusters Score -54654.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -54658.039062 Penalty: 672.618774
	Iteration 18Q: 3 clusters Score -54658.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -54659.257812 Penalty: 672.618774
	Iteration 19Q: 3 clusters Score -54659.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -54660.117188 Penalty: 672.618774
	Iteration 20F: 3 clusters Score -54660.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -54660.464844 Penalty: 672.618774
	Iteration 21Q: 3 clusters Score -54660.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -54660.464844 Penalty: 672.618774
	Iteration 22F: 3 clusters Score -54660.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 550620 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4465 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14817 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 798 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21646 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Mstep: Class 42 contains 824 members 
Entering Unmasked Estep 
Score: -50376628.000000 Penalty: 27027.978516
Splitting cluster 34 changes total score from -50376704.000000 to -50376628.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (4181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Entering Unmasked Estep 
Score: -153686.984375 Penalty: 379.392914
	Iteration 0F: 2 clusters Score -153687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -150880.328125 Penalty: 758.785828
	Iteration 0F: 3 clusters Score -150880.3 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -151928.734375 Penalty: 758.785828
	Iteration 1F: 3 clusters Score -151928.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -152032.484375 Penalty: 758.785828
	Iteration 2F: 3 clusters Score -152032.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -152147.625000 Penalty: 758.785828
	Iteration 3F: 3 clusters Score -152147.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -152298.015625 Penalty: 758.785828
	Iteration 4F: 3 clusters Score -152298 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -152458.218750 Penalty: 758.785828
	Iteration 5F: 3 clusters Score -152458.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -152616.718750 Penalty: 758.785828
	Iteration 6F: 3 clusters Score -152616.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -152752.796875 Penalty: 758.785828
	Iteration 7F: 3 clusters Score -152752.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -152884.171875 Penalty: 758.785828
	Iteration 8Q: 3 clusters Score -152884.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -152984.484375 Penalty: 758.785828
	Iteration 9Q: 3 clusters Score -152984.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -153059.187500 Penalty: 758.785828
	Iteration 10Q: 3 clusters Score -153059.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -153109.453125 Penalty: 758.785828
	Iteration 11Q: 3 clusters Score -153109.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -153137.593750 Penalty: 758.785828
	Iteration 12Q: 3 clusters Score -153137.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -153161.515625 Penalty: 758.785828
	Iteration 13Q: 3 clusters Score -153161.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -153177.750000 Penalty: 758.785828
	Iteration 14Q: 3 clusters Score -153177.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -153195.265625 Penalty: 758.785828
	Iteration 15Q: 3 clusters Score -153195.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -153210.734375 Penalty: 758.785828
	Iteration 16Q: 3 clusters Score -153210.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -153227.937500 Penalty: 758.785828
	Iteration 17Q: 3 clusters Score -153227.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -153249.812500 Penalty: 758.785828
	Iteration 18Q: 3 clusters Score -153249.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -153275.812500 Penalty: 758.785828
	Iteration 19Q: 3 clusters Score -153275.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -153300.375000 Penalty: 758.785828
	Iteration 20F: 3 clusters Score -153300.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -153321.203125 Penalty: 758.785828
	Iteration 21Q: 3 clusters Score -153321.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -153339.328125 Penalty: 758.785828
	Iteration 22Q: 3 clusters Score -153339.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -153356.421875 Penalty: 758.785828
	Iteration 23Q: 3 clusters Score -153356.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -153361.515625 Penalty: 758.785828
	Iteration 24Q: 3 clusters Score -153361.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -153367.218750 Penalty: 758.785828
	Iteration 25Q: 3 clusters Score -153367.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -153372.953125 Penalty: 758.785828
	Iteration 26Q: 3 clusters Score -153373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -153378.625000 Penalty: 758.785828
	Iteration 27Q: 3 clusters Score -153378.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -153380.453125 Penalty: 758.785828
	Iteration 28Q: 3 clusters Score -153380.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -153381.156250 Penalty: 758.785828
	Iteration 29Q: 3 clusters Score -153381.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -153383.171875 Penalty: 758.785828
	Iteration 30Q: 3 clusters Score -153383.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -153384.953125 Penalty: 758.785828
	Iteration 31Q: 3 clusters Score -153385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -153387.921875 Penalty: 758.785828
	Iteration 32Q: 3 clusters Score -153387.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -153390.609375 Penalty: 758.785828
	Iteration 33Q: 3 clusters Score -153390.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -153391.218750 Penalty: 758.785828
	Iteration 34Q: 3 clusters Score -153391.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -153392.218750 Penalty: 758.785828
	Iteration 35Q: 3 clusters Score -153392.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -153395.796875 Penalty: 758.785828
	Iteration 36Q: 3 clusters Score -153395.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -153400.843750 Penalty: 758.785828
	Iteration 37Q: 3 clusters Score -153400.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -153406.484375 Penalty: 758.785828
	Iteration 38Q: 3 clusters Score -153406.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -153407.671875 Penalty: 758.785828
	Iteration 39Q: 3 clusters Score -153407.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -153409.015625 Penalty: 758.785828
	Iteration 40F: 3 clusters Score -153409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -153409.437500 Penalty: 758.785828
	Iteration 41Q: 3 clusters Score -153409.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -153409.828125 Penalty: 758.785828
	Iteration 42Q: 3 clusters Score -153409.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -153409.843750 Penalty: 758.785828
	Iteration 43Q: 3 clusters Score -153409.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -153409.734375 Penalty: 758.785828
	Iteration 44Q: 3 clusters Score -153409.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -153409.734375 Penalty: 758.785828
	Iteration 45F: 3 clusters Score -153409.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Entering Unmasked Estep 
Score: -810359.562500 Penalty: 454.207214
	Iteration 0F: 2 clusters Score -810359.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -795998.062500 Penalty: 908.414429
	Iteration 0F: 3 clusters Score -795998.1 nChanged 10348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -801931.062500 Penalty: 908.414429
	Iteration 1F: 3 clusters Score -801931.1 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -802274.437500 Penalty: 908.414429
	Iteration 2Q: 3 clusters Score -802274.4 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -802715.000000 Penalty: 908.414429
	Iteration 3Q: 3 clusters Score -802715 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -803227.125000 Penalty: 908.414429
	Iteration 4F: 3 clusters Score -803227.1 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -803877.437500 Penalty: 908.414429
	Iteration 5F: 3 clusters Score -803877.4 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -804675.250000 Penalty: 908.414429
	Iteration 6F: 3 clusters Score -804675.2 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -805660.625000 Penalty: 908.414429
	Iteration 7F: 3 clusters Score -805660.6 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -806549.250000 Penalty: 908.414429
	Iteration 8F: 3 clusters Score -806549.2 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -807074.250000 Penalty: 908.414429
	Iteration 9Q: 3 clusters Score -807074.2 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -807314.437500 Penalty: 908.414429
	Iteration 10Q: 3 clusters Score -807314.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -807425.312500 Penalty: 908.414429
	Iteration 11Q: 3 clusters Score -807425.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -807505.375000 Penalty: 908.414429
	Iteration 12Q: 3 clusters Score -807505.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -807566.312500 Penalty: 908.414429
	Iteration 13Q: 3 clusters Score -807566.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -807612.562500 Penalty: 908.414429
	Iteration 14Q: 3 clusters Score -807612.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -807645.625000 Penalty: 908.414429
	Iteration 15Q: 3 clusters Score -807645.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -807669.437500 Penalty: 908.414429
	Iteration 16Q: 3 clusters Score -807669.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -807692.437500 Penalty: 908.414429
	Iteration 17Q: 3 clusters Score -807692.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -807715.875000 Penalty: 908.414429
	Iteration 18Q: 3 clusters Score -807715.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -807740.250000 Penalty: 908.414429
	Iteration 19Q: 3 clusters Score -807740.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -807761.125000 Penalty: 908.414429
	Iteration 20F: 3 clusters Score -807761.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -807784.687500 Penalty: 908.414429
	Iteration 21Q: 3 clusters Score -807784.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -807807.187500 Penalty: 908.414429
	Iteration 22Q: 3 clusters Score -807807.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -807846.625000 Penalty: 908.414429
	Iteration 23Q: 3 clusters Score -807846.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -807891.250000 Penalty: 908.414429
	Iteration 24Q: 3 clusters Score -807891.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -807957.250000 Penalty: 908.414429
	Iteration 25Q: 3 clusters Score -807957.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -808072.000000 Penalty: 908.414429
	Iteration 26Q: 3 clusters Score -808072 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -808244.187500 Penalty: 908.414429
	Iteration 27Q: 3 clusters Score -808244.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -808445.687500 Penalty: 908.414429
	Iteration 28Q: 3 clusters Score -808445.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -808728.687500 Penalty: 908.414429
	Iteration 29Q: 3 clusters Score -808728.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -808975.750000 Penalty: 908.414429
	Iteration 30Q: 3 clusters Score -808975.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -809132.625000 Penalty: 908.414429
	Iteration 31Q: 3 clusters Score -809132.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -809244.250000 Penalty: 908.414429
	Iteration 32Q: 3 clusters Score -809244.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -809314.375000 Penalty: 908.414429
	Iteration 33Q: 3 clusters Score -809314.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -809361.375000 Penalty: 908.414429
	Iteration 34Q: 3 clusters Score -809361.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -809398.875000 Penalty: 908.414429
	Iteration 35Q: 3 clusters Score -809398.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -809440.062500 Penalty: 908.414429
	Iteration 36Q: 3 clusters Score -809440.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -809473.000000 Penalty: 908.414429
	Iteration 37Q: 3 clusters Score -809473 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -809501.562500 Penalty: 908.414429
	Iteration 38Q: 3 clusters Score -809501.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -809530.187500 Penalty: 908.414429
	Iteration 39Q: 3 clusters Score -809530.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -809557.062500 Penalty: 908.414429
	Iteration 40F: 3 clusters Score -809557.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -809579.625000 Penalty: 908.414429
	Iteration 41Q: 3 clusters Score -809579.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -809603.750000 Penalty: 908.414429
	Iteration 42Q: 3 clusters Score -809603.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -809622.687500 Penalty: 908.414429
	Iteration 43Q: 3 clusters Score -809622.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -809638.000000 Penalty: 908.414429
	Iteration 44Q: 3 clusters Score -809638 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -809667.125000 Penalty: 908.414429
	Iteration 45Q: 3 clusters Score -809667.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -809691.375000 Penalty: 908.414429
	Iteration 46Q: 3 clusters Score -809691.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -809716.000000 Penalty: 908.414429
	Iteration 47Q: 3 clusters Score -809716 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -809732.750000 Penalty: 908.414429
	Iteration 48Q: 3 clusters Score -809732.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -809748.500000 Penalty: 908.414429
	Iteration 49Q: 3 clusters Score -809748.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -809762.562500 Penalty: 908.414429
	Iteration 50Q: 3 clusters Score -809762.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -809772.312500 Penalty: 908.414429
	Iteration 51Q: 3 clusters Score -809772.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -809781.000000 Penalty: 908.414429
	Iteration 52Q: 3 clusters Score -809781 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -809792.687500 Penalty: 908.414429
	Iteration 53Q: 3 clusters Score -809792.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -809800.687500 Penalty: 908.414429
	Iteration 54Q: 3 clusters Score -809800.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -809812.375000 Penalty: 908.414429
	Iteration 55Q: 3 clusters Score -809812.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -809819.312500 Penalty: 908.414429
	Iteration 56Q: 3 clusters Score -809819.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -809830.312500 Penalty: 908.414429
	Iteration 57Q: 3 clusters Score -809830.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -809835.875000 Penalty: 908.414429
	Iteration 58Q: 3 clusters Score -809835.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -809836.937500 Penalty: 908.414429
	Iteration 59Q: 3 clusters Score -809836.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -809842.500000 Penalty: 908.414429
	Iteration 60F: 3 clusters Score -809842.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -809851.687500 Penalty: 908.414429
	Iteration 61Q: 3 clusters Score -809851.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -809856.687500 Penalty: 908.414429
	Iteration 62Q: 3 clusters Score -809856.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -809860.187500 Penalty: 908.414429
	Iteration 63Q: 3 clusters Score -809860.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -809862.000000 Penalty: 908.414429
	Iteration 64Q: 3 clusters Score -809862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -809864.437500 Penalty: 908.414429
	Iteration 65Q: 3 clusters Score -809864.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -809868.375000 Penalty: 908.414429
	Iteration 66Q: 3 clusters Score -809868.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -809869.937500 Penalty: 908.414429
	Iteration 67Q: 3 clusters Score -809869.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -809871.250000 Penalty: 908.414429
	Iteration 68Q: 3 clusters Score -809871.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -809874.125000 Penalty: 908.414429
	Iteration 69Q: 3 clusters Score -809874.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -809877.562500 Penalty: 908.414429
	Iteration 70Q: 3 clusters Score -809877.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -809880.562500 Penalty: 908.414429
	Iteration 71Q: 3 clusters Score -809880.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -809882.687500 Penalty: 908.414429
	Iteration 72Q: 3 clusters Score -809882.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -809883.375000 Penalty: 908.414429
	Iteration 73Q: 3 clusters Score -809883.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -809884.250000 Penalty: 908.414429
	Iteration 74Q: 3 clusters Score -809884.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -809887.750000 Penalty: 908.414429
	Iteration 75Q: 3 clusters Score -809887.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -809888.125000 Penalty: 908.414429
	Iteration 76Q: 3 clusters Score -809888.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -809889.062500 Penalty: 908.414429
	Iteration 77Q: 3 clusters Score -809889.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -809888.937500 Penalty: 908.414429
	Iteration 78Q: 3 clusters Score -809888.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -809887.937500 Penalty: 908.414429
	Iteration 79Q: 3 clusters Score -809887.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -809887.750000 Penalty: 908.414429
	Iteration 80F: 3 clusters Score -809887.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -809888.875000 Penalty: 908.414429
	Iteration 81Q: 3 clusters Score -809888.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -809889.312500 Penalty: 908.414429
	Iteration 82Q: 3 clusters Score -809889.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -809889.750000 Penalty: 908.414429
	Iteration 83Q: 3 clusters Score -809889.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -809888.500000 Penalty: 908.414429
	Iteration 84Q: 3 clusters Score -809888.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -809890.000000 Penalty: 908.414429
	Iteration 85Q: 3 clusters Score -809890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -809893.062500 Penalty: 908.414429
	Iteration 86Q: 3 clusters Score -809893.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -809892.125000 Penalty: 908.414429
	Iteration 87Q: 3 clusters Score -809892.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -809891.250000 Penalty: 908.414429
	Iteration 88Q: 3 clusters Score -809891.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -809891.250000 Penalty: 908.414429
	Iteration 89Q: 3 clusters Score -809891.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -809890.312500 Penalty: 908.414429
	Iteration 90Q: 3 clusters Score -809890.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -809891.625000 Penalty: 908.414429
	Iteration 91Q: 3 clusters Score -809891.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -809890.875000 Penalty: 908.414429
	Iteration 92Q: 3 clusters Score -809890.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -809891.437500 Penalty: 908.414429
	Iteration 93Q: 3 clusters Score -809891.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -809891.062500 Penalty: 908.414429
	Iteration 94Q: 3 clusters Score -809891.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -809890.750000 Penalty: 908.414429
	Iteration 95Q: 3 clusters Score -809890.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -809891.812500 Penalty: 908.414429
	Iteration 96Q: 3 clusters Score -809891.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -809892.437500 Penalty: 908.414429
	Iteration 97Q: 3 clusters Score -809892.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -809892.562500 Penalty: 908.414429
	Iteration 98Q: 3 clusters Score -809892.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -809894.562500 Penalty: 908.414429
	Iteration 99Q: 3 clusters Score -809894.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -809893.437500 Penalty: 908.414429
	Iteration 100F: 3 clusters Score -809893.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -809891.250000 Penalty: 908.414429
	Iteration 101Q: 3 clusters Score -809891.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -809891.125000 Penalty: 908.414429
	Iteration 102Q: 3 clusters Score -809891.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -809891.125000 Penalty: 908.414429
	Iteration 103F: 3 clusters Score -809891.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (10034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Entering Unmasked Estep 
Score: -368470.406250 Penalty: 419.224915
	Iteration 0F: 2 clusters Score -368470.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -361826.218750 Penalty: 838.449829
	Iteration 0F: 3 clusters Score -361826.2 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -364900.031250 Penalty: 838.449829
	Iteration 1F: 3 clusters Score -364900 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -365536.718750 Penalty: 838.449829
	Iteration 2F: 3 clusters Score -365536.7 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -366129.093750 Penalty: 838.449829
	Iteration 3F: 3 clusters Score -366129.1 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -366700.968750 Penalty: 838.449829
	Iteration 4F: 3 clusters Score -366701 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -367175.531250 Penalty: 838.449829
	Iteration 5F: 3 clusters Score -367175.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -367557.187500 Penalty: 838.449829
	Iteration 6Q: 3 clusters Score -367557.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -367871.937500 Penalty: 838.449829
	Iteration 7Q: 3 clusters Score -367871.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -368061.187500 Penalty: 838.449829
	Iteration 8Q: 3 clusters Score -368061.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -368159.375000 Penalty: 838.449829
	Iteration 9Q: 3 clusters Score -368159.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -368218.531250 Penalty: 838.449829
	Iteration 10Q: 3 clusters Score -368218.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -368270.687500 Penalty: 838.449829
	Iteration 11Q: 3 clusters Score -368270.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -368314.500000 Penalty: 838.449829
	Iteration 12Q: 3 clusters Score -368314.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -368356.031250 Penalty: 838.449829
	Iteration 13Q: 3 clusters Score -368356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -368390.812500 Penalty: 838.449829
	Iteration 14Q: 3 clusters Score -368390.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -368411.312500 Penalty: 838.449829
	Iteration 15Q: 3 clusters Score -368411.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -368419.656250 Penalty: 838.449829
	Iteration 16Q: 3 clusters Score -368419.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -368423.093750 Penalty: 838.449829
	Iteration 17Q: 3 clusters Score -368423.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -368423.906250 Penalty: 838.449829
	Iteration 18Q: 3 clusters Score -368423.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -368424.718750 Penalty: 838.449829
	Iteration 19Q: 3 clusters Score -368424.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -368425.312500 Penalty: 838.449829
	Iteration 20F: 3 clusters Score -368425.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Entering Unmasked Estep 
Score: -351650.593750 Penalty: 418.970245
	Iteration 0F: 2 clusters Score -351650.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -345096.875000 Penalty: 837.940491
	Iteration 0F: 3 clusters Score -345096.9 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -348156.343750 Penalty: 837.940491
	Iteration 1F: 3 clusters Score -348156.3 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -348586.906250 Penalty: 837.940491
	Iteration 2F: 3 clusters Score -348586.9 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -349089.625000 Penalty: 837.940491
	Iteration 3F: 3 clusters Score -349089.6 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -349626.031250 Penalty: 837.940491
	Iteration 4F: 3 clusters Score -349626 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -350065.062500 Penalty: 837.940491
	Iteration 5F: 3 clusters Score -350065.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -350403.281250 Penalty: 837.940491
	Iteration 6Q: 3 clusters Score -350403.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -350604.093750 Penalty: 837.940491
	Iteration 7Q: 3 clusters Score -350604.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -350717.281250 Penalty: 837.940491
	Iteration 8Q: 3 clusters Score -350717.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -350782.343750 Penalty: 837.940491
	Iteration 9Q: 3 clusters Score -350782.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -350818.750000 Penalty: 837.940491
	Iteration 10Q: 3 clusters Score -350818.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -350845.843750 Penalty: 837.940491
	Iteration 11Q: 3 clusters Score -350845.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -350869.625000 Penalty: 837.940491
	Iteration 12Q: 3 clusters Score -350869.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -350890.906250 Penalty: 837.940491
	Iteration 13Q: 3 clusters Score -350890.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -350911.625000 Penalty: 837.940491
	Iteration 14Q: 3 clusters Score -350911.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -350933.656250 Penalty: 837.940491
	Iteration 15Q: 3 clusters Score -350933.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -350950.156250 Penalty: 837.940491
	Iteration 16Q: 3 clusters Score -350950.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -350960.187500 Penalty: 837.940491
	Iteration 17Q: 3 clusters Score -350960.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -350970.687500 Penalty: 837.940491
	Iteration 18Q: 3 clusters Score -350970.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -350983.312500 Penalty: 837.940491
	Iteration 19Q: 3 clusters Score -350983.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -350993.468750 Penalty: 837.940491
	Iteration 20F: 3 clusters Score -350993.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -350998.656250 Penalty: 837.940491
	Iteration 21Q: 3 clusters Score -350998.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -351005.093750 Penalty: 837.940491
	Iteration 22Q: 3 clusters Score -351005.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -351009.062500 Penalty: 837.940491
	Iteration 23Q: 3 clusters Score -351009.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -351014.281250 Penalty: 837.940491
	Iteration 24Q: 3 clusters Score -351014.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -351020.562500 Penalty: 837.940491
	Iteration 25Q: 3 clusters Score -351020.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -351024.562500 Penalty: 837.940491
	Iteration 26Q: 3 clusters Score -351024.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -351029.906250 Penalty: 837.940491
	Iteration 27Q: 3 clusters Score -351029.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -351034.781250 Penalty: 837.940491
	Iteration 28Q: 3 clusters Score -351034.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -351039.406250 Penalty: 837.940491
	Iteration 29Q: 3 clusters Score -351039.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -351042.000000 Penalty: 837.940491
	Iteration 30Q: 3 clusters Score -351042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -351043.843750 Penalty: 837.940491
	Iteration 31Q: 3 clusters Score -351043.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -351046.406250 Penalty: 837.940491
	Iteration 32Q: 3 clusters Score -351046.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -351049.562500 Penalty: 837.940491
	Iteration 33Q: 3 clusters Score -351049.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -351052.468750 Penalty: 837.940491
	Iteration 34Q: 3 clusters Score -351052.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -351055.156250 Penalty: 837.940491
	Iteration 35Q: 3 clusters Score -351055.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -351056.531250 Penalty: 837.940491
	Iteration 36Q: 3 clusters Score -351056.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -351058.031250 Penalty: 837.940491
	Iteration 37Q: 3 clusters Score -351058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -351060.125000 Penalty: 837.940491
	Iteration 38Q: 3 clusters Score -351060.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -351062.531250 Penalty: 837.940491
	Iteration 39Q: 3 clusters Score -351062.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -351063.062500 Penalty: 837.940491
	Iteration 40F: 3 clusters Score -351063.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -351065.843750 Penalty: 837.940491
	Iteration 41Q: 3 clusters Score -351065.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -351069.500000 Penalty: 837.940491
	Iteration 42Q: 3 clusters Score -351069.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -351070.937500 Penalty: 837.940491
	Iteration 43Q: 3 clusters Score -351070.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -351072.437500 Penalty: 837.940491
	Iteration 44Q: 3 clusters Score -351072.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -351073.406250 Penalty: 837.940491
	Iteration 45Q: 3 clusters Score -351073.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -351074.906250 Penalty: 837.940491
	Iteration 46Q: 3 clusters Score -351074.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -351076.000000 Penalty: 837.940491
	Iteration 47Q: 3 clusters Score -351076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -351076.875000 Penalty: 837.940491
	Iteration 48Q: 3 clusters Score -351076.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -351077.406250 Penalty: 837.940491
	Iteration 49Q: 3 clusters Score -351077.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -351080.187500 Penalty: 837.940491
	Iteration 50Q: 3 clusters Score -351080.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -351083.062500 Penalty: 837.940491
	Iteration 51Q: 3 clusters Score -351083.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -351085.656250 Penalty: 837.940491
	Iteration 52Q: 3 clusters Score -351085.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -351089.937500 Penalty: 837.940491
	Iteration 53Q: 3 clusters Score -351089.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -351090.875000 Penalty: 837.940491
	Iteration 54Q: 3 clusters Score -351090.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -351092.375000 Penalty: 837.940491
	Iteration 55Q: 3 clusters Score -351092.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -351092.968750 Penalty: 837.940491
	Iteration 56Q: 3 clusters Score -351093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -351092.468750 Penalty: 837.940491
	Iteration 57Q: 3 clusters Score -351092.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -351094.656250 Penalty: 837.940491
	Iteration 58Q: 3 clusters Score -351094.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -351096.312500 Penalty: 837.940491
	Iteration 59Q: 3 clusters Score -351096.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -351096.187500 Penalty: 837.940491
	Iteration 60F: 3 clusters Score -351096.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -351097.593750 Penalty: 837.940491
	Iteration 61Q: 3 clusters Score -351097.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -351099.031250 Penalty: 837.940491
	Iteration 62Q: 3 clusters Score -351099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -351099.468750 Penalty: 837.940491
	Iteration 63Q: 3 clusters Score -351099.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -351101.281250 Penalty: 837.940491
	Iteration 64Q: 3 clusters Score -351101.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -351101.687500 Penalty: 837.940491
	Iteration 65Q: 3 clusters Score -351101.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -351102.156250 Penalty: 837.940491
	Iteration 66Q: 3 clusters Score -351102.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -351103.656250 Penalty: 837.940491
	Iteration 67Q: 3 clusters Score -351103.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -351104.531250 Penalty: 837.940491
	Iteration 68Q: 3 clusters Score -351104.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -351104.781250 Penalty: 837.940491
	Iteration 69Q: 3 clusters Score -351104.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -351105.125000 Penalty: 837.940491
	Iteration 70Q: 3 clusters Score -351105.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -351104.781250 Penalty: 837.940491
	Iteration 71Q: 3 clusters Score -351104.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -351104.281250 Penalty: 837.940491
	Iteration 72Q: 3 clusters Score -351104.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -351104.281250 Penalty: 837.940491
	Iteration 73F: 3 clusters Score -351104.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Entering Unmasked Estep 
Score: -261450.312500 Penalty: 403.736420
	Iteration 0F: 2 clusters Score -261450.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -256590.328125 Penalty: 807.472839
	Iteration 0F: 3 clusters Score -256590.3 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -258521.671875 Penalty: 807.472839
	Iteration 1F: 3 clusters Score -258521.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -258806.046875 Penalty: 807.472839
	Iteration 2F: 3 clusters Score -258806 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -259167.250000 Penalty: 807.472839
	Iteration 3F: 3 clusters Score -259167.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -259657.906250 Penalty: 807.472839
	Iteration 4F: 3 clusters Score -259657.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -260202.125000 Penalty: 807.472839
	Iteration 5F: 3 clusters Score -260202.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -260658.609375 Penalty: 807.472839
	Iteration 6F: 3 clusters Score -260658.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -260916.671875 Penalty: 807.472839
	Iteration 7F: 3 clusters Score -260916.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -261076.500000 Penalty: 807.472839
	Iteration 8Q: 3 clusters Score -261076.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -261197.515625 Penalty: 807.472839
	Iteration 9Q: 3 clusters Score -261197.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -261298.765625 Penalty: 807.472839
	Iteration 10Q: 3 clusters Score -261298.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -261360.015625 Penalty: 807.472839
	Iteration 11Q: 3 clusters Score -261360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -261396.468750 Penalty: 807.472839
	Iteration 12Q: 3 clusters Score -261396.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -261418.453125 Penalty: 807.472839
	Iteration 13Q: 3 clusters Score -261418.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -261436.750000 Penalty: 807.472839
	Iteration 14Q: 3 clusters Score -261436.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -261444.984375 Penalty: 807.472839
	Iteration 15Q: 3 clusters Score -261445 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -261450.390625 Penalty: 807.472839
	Iteration 16Q: 3 clusters Score -261450.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -261454.906250 Penalty: 807.472839
	Iteration 17Q: 3 clusters Score -261454.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -261458.781250 Penalty: 807.472839
	Iteration 18Q: 3 clusters Score -261458.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -261462.453125 Penalty: 807.472839
	Iteration 19Q: 3 clusters Score -261462.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -261465.093750 Penalty: 807.472839
	Iteration 20F: 3 clusters Score -261465.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -261466.328125 Penalty: 807.472839
	Iteration 21Q: 3 clusters Score -261466.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -261466.593750 Penalty: 807.472839
	Iteration 22Q: 3 clusters Score -261466.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -261467.906250 Penalty: 807.472839
	Iteration 23Q: 3 clusters Score -261467.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -261468.343750 Penalty: 807.472839
	Iteration 24Q: 3 clusters Score -261468.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -261469.250000 Penalty: 807.472839
	Iteration 25Q: 3 clusters Score -261469.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -261469.359375 Penalty: 807.472839
	Iteration 26Q: 3 clusters Score -261469.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -261469.578125 Penalty: 807.472839
	Iteration 27Q: 3 clusters Score -261469.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -261469.921875 Penalty: 807.472839
	Iteration 28Q: 3 clusters Score -261469.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -261470.265625 Penalty: 807.472839
	Iteration 29Q: 3 clusters Score -261470.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -261470.343750 Penalty: 807.472839
	Iteration 30Q: 3 clusters Score -261470.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -261470.718750 Penalty: 807.472839
	Iteration 31Q: 3 clusters Score -261470.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -261470.718750 Penalty: 807.472839
	Iteration 32F: 3 clusters Score -261470.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 550620 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4465 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14817 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21646 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 771 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Mstep: Class 42 contains 6368 members 
Entering Unmasked Estep 
Score: -50376444.000000 Penalty: 27027.978516
Splitting cluster 39 changes total score from -50376704.000000 to -50376444.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -18383.082031 Penalty: 295.876953
	Iteration 0F: 2 clusters Score -18383.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -17804.048828 Penalty: 591.753906
	Iteration 0F: 3 clusters Score -17804.05 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -17998.396484 Penalty: 591.753906
	Iteration 1F: 3 clusters Score -17998.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -18057.761719 Penalty: 591.753906
	Iteration 2F: 3 clusters Score -18057.76 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -18105.189453 Penalty: 591.753906
	Iteration 3F: 3 clusters Score -18105.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -18142.501953 Penalty: 591.753906
	Iteration 4F: 3 clusters Score -18142.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -18166.716797 Penalty: 591.753906
	Iteration 5Q: 3 clusters Score -18166.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -18183.251953 Penalty: 591.753906
	Iteration 6Q: 3 clusters Score -18183.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -18198.138672 Penalty: 591.753906
	Iteration 7Q: 3 clusters Score -18198.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -18211.701172 Penalty: 591.753906
	Iteration 8Q: 3 clusters Score -18211.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -18216.015625 Penalty: 591.753906
	Iteration 9Q: 3 clusters Score -18216.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -18217.763672 Penalty: 591.753906
	Iteration 10Q: 3 clusters Score -18217.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -18221.640625 Penalty: 591.753906
	Iteration 11Q: 3 clusters Score -18221.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -18225.332031 Penalty: 591.753906
	Iteration 12Q: 3 clusters Score -18225.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -18227.972656 Penalty: 591.753906
	Iteration 13Q: 3 clusters Score -18227.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -18231.546875 Penalty: 591.753906
	Iteration 14Q: 3 clusters Score -18231.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -18236.154297 Penalty: 591.753906
	Iteration 15Q: 3 clusters Score -18236.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -18238.582031 Penalty: 591.753906
	Iteration 16Q: 3 clusters Score -18238.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -18239.568359 Penalty: 591.753906
	Iteration 17Q: 3 clusters Score -18239.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -18240.355469 Penalty: 591.753906
	Iteration 18Q: 3 clusters Score -18240.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -18243.900391 Penalty: 591.753906
	Iteration 19Q: 3 clusters Score -18243.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -18244.708984 Penalty: 591.753906
	Iteration 20F: 3 clusters Score -18244.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -18245.851562 Penalty: 591.753906
	Iteration 21Q: 3 clusters Score -18245.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -18248.140625 Penalty: 591.753906
	Iteration 22Q: 3 clusters Score -18248.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -18250.701172 Penalty: 591.753906
	Iteration 23Q: 3 clusters Score -18250.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -18253.732422 Penalty: 591.753906
	Iteration 24Q: 3 clusters Score -18253.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -18256.146484 Penalty: 591.753906
	Iteration 25Q: 3 clusters Score -18256.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -18259.039062 Penalty: 591.753906
	Iteration 26Q: 3 clusters Score -18259.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -18260.460938 Penalty: 591.753906
	Iteration 27Q: 3 clusters Score -18260.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -18260.460938 Penalty: 591.753906
	Iteration 28F: 3 clusters Score -18260.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (17630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Entering Unmasked Estep 
Score: -650076.687500 Penalty: 444.869751
	Iteration 0F: 2 clusters Score -650076.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -638445.187500 Penalty: 889.739502
	Iteration 0F: 3 clusters Score -638445.2 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -643337.062500 Penalty: 889.739502
	Iteration 1F: 3 clusters Score -643337.1 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -643689.312500 Penalty: 889.739502
	Iteration 2Q: 3 clusters Score -643689.3 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -644141.625000 Penalty: 889.739502
	Iteration 3Q: 3 clusters Score -644141.6 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -644633.062500 Penalty: 889.739502
	Iteration 4F: 3 clusters Score -644633.1 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -645168.937500 Penalty: 889.739502
	Iteration 5F: 3 clusters Score -645168.9 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -645721.187500 Penalty: 889.739502
	Iteration 6F: 3 clusters Score -645721.2 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -646207.875000 Penalty: 889.739502
	Iteration 7Q: 3 clusters Score -646207.9 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -646526.937500 Penalty: 889.739502
	Iteration 8Q: 3 clusters Score -646526.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -646702.812500 Penalty: 889.739502
	Iteration 9Q: 3 clusters Score -646702.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -646789.250000 Penalty: 889.739502
	Iteration 10Q: 3 clusters Score -646789.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -646859.687500 Penalty: 889.739502
	Iteration 11Q: 3 clusters Score -646859.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -646909.437500 Penalty: 889.739502
	Iteration 12Q: 3 clusters Score -646909.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -646950.062500 Penalty: 889.739502
	Iteration 13Q: 3 clusters Score -646950.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -646993.687500 Penalty: 889.739502
	Iteration 14Q: 3 clusters Score -646993.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -647032.000000 Penalty: 889.739502
	Iteration 15Q: 3 clusters Score -647032 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -647061.562500 Penalty: 889.739502
	Iteration 16Q: 3 clusters Score -647061.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -647100.375000 Penalty: 889.739502
	Iteration 17Q: 3 clusters Score -647100.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -647132.687500 Penalty: 889.739502
	Iteration 18Q: 3 clusters Score -647132.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -647163.500000 Penalty: 889.739502
	Iteration 19Q: 3 clusters Score -647163.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -647203.687500 Penalty: 889.739502
	Iteration 20F: 3 clusters Score -647203.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -647245.187500 Penalty: 889.739502
	Iteration 21Q: 3 clusters Score -647245.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -647287.000000 Penalty: 889.739502
	Iteration 22Q: 3 clusters Score -647287 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -647346.812500 Penalty: 889.739502
	Iteration 23Q: 3 clusters Score -647346.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -647417.250000 Penalty: 889.739502
	Iteration 24Q: 3 clusters Score -647417.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -647488.437500 Penalty: 889.739502
	Iteration 25Q: 3 clusters Score -647488.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -647568.562500 Penalty: 889.739502
	Iteration 26Q: 3 clusters Score -647568.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -647651.000000 Penalty: 889.739502
	Iteration 27Q: 3 clusters Score -647651 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -647718.875000 Penalty: 889.739502
	Iteration 28Q: 3 clusters Score -647718.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -647783.250000 Penalty: 889.739502
	Iteration 29Q: 3 clusters Score -647783.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -647840.500000 Penalty: 889.739502
	Iteration 30Q: 3 clusters Score -647840.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -647884.500000 Penalty: 889.739502
	Iteration 31Q: 3 clusters Score -647884.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -647940.562500 Penalty: 889.739502
	Iteration 32Q: 3 clusters Score -647940.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -648002.937500 Penalty: 889.739502
	Iteration 33Q: 3 clusters Score -648002.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -648059.750000 Penalty: 889.739502
	Iteration 34Q: 3 clusters Score -648059.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -648118.250000 Penalty: 889.739502
	Iteration 35Q: 3 clusters Score -648118.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -648171.375000 Penalty: 889.739502
	Iteration 36Q: 3 clusters Score -648171.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -648225.437500 Penalty: 889.739502
	Iteration 37Q: 3 clusters Score -648225.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -648289.437500 Penalty: 889.739502
	Iteration 38Q: 3 clusters Score -648289.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -648350.500000 Penalty: 889.739502
	Iteration 39Q: 3 clusters Score -648350.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -648420.312500 Penalty: 889.739502
	Iteration 40F: 3 clusters Score -648420.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -648475.312500 Penalty: 889.739502
	Iteration 41Q: 3 clusters Score -648475.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -648520.125000 Penalty: 889.739502
	Iteration 42Q: 3 clusters Score -648520.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -648574.000000 Penalty: 889.739502
	Iteration 43Q: 3 clusters Score -648574 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -648630.500000 Penalty: 889.739502
	Iteration 44Q: 3 clusters Score -648630.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -648690.437500 Penalty: 889.739502
	Iteration 45Q: 3 clusters Score -648690.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -648738.562500 Penalty: 889.739502
	Iteration 46Q: 3 clusters Score -648738.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -648799.875000 Penalty: 889.739502
	Iteration 47Q: 3 clusters Score -648799.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -648863.937500 Penalty: 889.739502
	Iteration 48Q: 3 clusters Score -648863.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -648936.000000 Penalty: 889.739502
	Iteration 49Q: 3 clusters Score -648936 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -649010.187500 Penalty: 889.739502
	Iteration 50Q: 3 clusters Score -649010.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -649075.500000 Penalty: 889.739502
	Iteration 51Q: 3 clusters Score -649075.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -649148.937500 Penalty: 889.739502
	Iteration 52Q: 3 clusters Score -649148.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -649217.687500 Penalty: 889.739502
	Iteration 53Q: 3 clusters Score -649217.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -649272.312500 Penalty: 889.739502
	Iteration 54Q: 3 clusters Score -649272.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -649313.250000 Penalty: 889.739502
	Iteration 55Q: 3 clusters Score -649313.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -649360.375000 Penalty: 889.739502
	Iteration 56Q: 3 clusters Score -649360.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -649411.062500 Penalty: 889.739502
	Iteration 57Q: 3 clusters Score -649411.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -649458.625000 Penalty: 889.739502
	Iteration 58Q: 3 clusters Score -649458.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -649493.000000 Penalty: 889.739502
	Iteration 59Q: 3 clusters Score -649493 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -649520.812500 Penalty: 889.739502
	Iteration 60F: 3 clusters Score -649520.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -649552.812500 Penalty: 889.739502
	Iteration 61Q: 3 clusters Score -649552.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -649584.750000 Penalty: 889.739502
	Iteration 62Q: 3 clusters Score -649584.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -649608.875000 Penalty: 889.739502
	Iteration 63Q: 3 clusters Score -649608.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -649624.187500 Penalty: 889.739502
	Iteration 64Q: 3 clusters Score -649624.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -649635.500000 Penalty: 889.739502
	Iteration 65Q: 3 clusters Score -649635.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -649642.000000 Penalty: 889.739502
	Iteration 66Q: 3 clusters Score -649642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -649649.625000 Penalty: 889.739502
	Iteration 67Q: 3 clusters Score -649649.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -649658.562500 Penalty: 889.739502
	Iteration 68Q: 3 clusters Score -649658.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -649667.437500 Penalty: 889.739502
	Iteration 69Q: 3 clusters Score -649667.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -649676.750000 Penalty: 889.739502
	Iteration 70Q: 3 clusters Score -649676.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -649681.000000 Penalty: 889.739502
	Iteration 71Q: 3 clusters Score -649681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -649684.812500 Penalty: 889.739502
	Iteration 72Q: 3 clusters Score -649684.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -649690.125000 Penalty: 889.739502
	Iteration 73Q: 3 clusters Score -649690.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -649696.562500 Penalty: 889.739502
	Iteration 74Q: 3 clusters Score -649696.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -649701.937500 Penalty: 889.739502
	Iteration 75Q: 3 clusters Score -649701.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -649709.187500 Penalty: 889.739502
	Iteration 76Q: 3 clusters Score -649709.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -649713.562500 Penalty: 889.739502
	Iteration 77Q: 3 clusters Score -649713.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -649718.875000 Penalty: 889.739502
	Iteration 78Q: 3 clusters Score -649718.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -649722.687500 Penalty: 889.739502
	Iteration 79Q: 3 clusters Score -649722.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -649729.125000 Penalty: 889.739502
	Iteration 80F: 3 clusters Score -649729.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -649732.937500 Penalty: 889.739502
	Iteration 81Q: 3 clusters Score -649732.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -649734.125000 Penalty: 889.739502
	Iteration 82Q: 3 clusters Score -649734.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -649736.000000 Penalty: 889.739502
	Iteration 83Q: 3 clusters Score -649736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -649736.125000 Penalty: 889.739502
	Iteration 84Q: 3 clusters Score -649736.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -649738.750000 Penalty: 889.739502
	Iteration 85Q: 3 clusters Score -649738.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -649741.562500 Penalty: 889.739502
	Iteration 86Q: 3 clusters Score -649741.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -649743.750000 Penalty: 889.739502
	Iteration 87Q: 3 clusters Score -649743.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -649743.000000 Penalty: 889.739502
	Iteration 88Q: 3 clusters Score -649743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -649743.312500 Penalty: 889.739502
	Iteration 89Q: 3 clusters Score -649743.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -649743.187500 Penalty: 889.739502
	Iteration 90Q: 3 clusters Score -649743.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -649743.187500 Penalty: 889.739502
	Iteration 91F: 3 clusters Score -649743.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 550620 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4465 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14817 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21646 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376704.000000 Penalty: 26384.455078
Iteration 279Q: 42 clusters Score -5.03767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 550623 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4465 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14814 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21646 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376712.000000 Penalty: 26384.455078
Iteration 280F: 42 clusters Score -5.037671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 550627 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4465 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14812 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21645 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376700.000000 Penalty: 26384.455078
Iteration 281Q: 42 clusters Score -5.03767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 550633 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4464 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14809 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21643 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376720.000000 Penalty: 26384.455078
Iteration 282Q: 42 clusters Score -5.037672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 550636 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4464 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14806 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21643 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376720.000000 Penalty: 26384.455078
Iteration 283Q: 42 clusters Score -5.037672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 550636 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4463 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14806 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21644 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376720.000000 Penalty: 26384.455078
Iteration 284Q: 42 clusters Score -5.037672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 550638 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478883 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4463 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14804 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21644 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376724.000000 Penalty: 26384.455078
Iteration 285Q: 42 clusters Score -5.037672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 550642 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478882 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4463 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14801 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21644 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376740.000000 Penalty: 26384.455078
Iteration 286Q: 42 clusters Score -5.037674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 550646 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478881 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4464 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17345 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14796 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21644 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376732.000000 Penalty: 26384.455078
Iteration 287Q: 42 clusters Score -5.037673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 550652 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478881 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4464 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10778 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17346 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14790 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21644 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376736.000000 Penalty: 26384.455078
Iteration 288Q: 42 clusters Score -5.037674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 550653 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478881 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4464 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10780 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17346 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14787 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21643 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376724.000000 Penalty: 26384.455078
Iteration 289Q: 42 clusters Score -5.037672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 550655 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478882 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4464 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10781 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17346 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14784 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21642 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376732.000000 Penalty: 26384.455078
Iteration 290Q: 42 clusters Score -5.037673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 550655 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478882 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4464 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10781 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17347 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14783 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21642 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376728.000000 Penalty: 26384.455078
Iteration 291Q: 42 clusters Score -5.037673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 550655 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478882 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4464 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10781 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17347 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14783 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21642 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376728.000000 Penalty: 26384.455078
Iteration 292F: 42 clusters Score -5.037673e+07 nChanged 0
Entering ConstructFrom: 
Score: -50376728.000000 Penalty: 26384.455078
Entering ConstructFrom: 
Trying to split cluster 1 (3934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Entering Unmasked Estep 
Score: -146797.171875 Penalty: 376.622253
	Iteration 0F: 2 clusters Score -146797.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -144120.812500 Penalty: 753.244507
	Iteration 0F: 3 clusters Score -144120.8 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -145223.968750 Penalty: 753.244507
	Iteration 1F: 3 clusters Score -145224 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -145438.062500 Penalty: 753.244507
	Iteration 2F: 3 clusters Score -145438.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -145600.437500 Penalty: 753.244507
	Iteration 3F: 3 clusters Score -145600.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -145721.609375 Penalty: 753.244507
	Iteration 4F: 3 clusters Score -145721.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -145848.328125 Penalty: 753.244507
	Iteration 5Q: 3 clusters Score -145848.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -145973.171875 Penalty: 753.244507
	Iteration 6Q: 3 clusters Score -145973.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -146112.015625 Penalty: 753.244507
	Iteration 7Q: 3 clusters Score -146112 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -146226.203125 Penalty: 753.244507
	Iteration 8Q: 3 clusters Score -146226.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -146304.781250 Penalty: 753.244507
	Iteration 9Q: 3 clusters Score -146304.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -146347.406250 Penalty: 753.244507
	Iteration 10Q: 3 clusters Score -146347.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -146376.140625 Penalty: 753.244507
	Iteration 11Q: 3 clusters Score -146376.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -146397.312500 Penalty: 753.244507
	Iteration 12Q: 3 clusters Score -146397.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -146415.140625 Penalty: 753.244507
	Iteration 13Q: 3 clusters Score -146415.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -146426.750000 Penalty: 753.244507
	Iteration 14Q: 3 clusters Score -146426.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -146452.531250 Penalty: 753.244507
	Iteration 15Q: 3 clusters Score -146452.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -146482.546875 Penalty: 753.244507
	Iteration 16Q: 3 clusters Score -146482.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -146502.609375 Penalty: 753.244507
	Iteration 17Q: 3 clusters Score -146502.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -146513.015625 Penalty: 753.244507
	Iteration 18Q: 3 clusters Score -146513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -146524.718750 Penalty: 753.244507
	Iteration 19Q: 3 clusters Score -146524.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -146534.421875 Penalty: 753.244507
	Iteration 20F: 3 clusters Score -146534.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -146538.453125 Penalty: 753.244507
	Iteration 21Q: 3 clusters Score -146538.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -146539.531250 Penalty: 753.244507
	Iteration 22Q: 3 clusters Score -146539.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -146539.796875 Penalty: 753.244507
	Iteration 23Q: 3 clusters Score -146539.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -146540.328125 Penalty: 753.244507
	Iteration 24Q: 3 clusters Score -146540.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -146540.328125 Penalty: 753.244507
	Iteration 25F: 3 clusters Score -146540.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (550655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550655 members 
Entering Unmasked Estep 
Score: -21277416.000000 Penalty: 601.458313
	Iteration 0F: 2 clusters Score -2.127742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275914 members 
Mstep: Class 2 contains 274741 members 
Entering Unmasked Estep 
Score: -20931254.000000 Penalty: 1202.916626
	Iteration 0F: 3 clusters Score -2.093125e+07 nChanged 272775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326409 members 
Mstep: Class 2 contains 224246 members 
Entering Unmasked Estep 
Score: -21108698.000000 Penalty: 1202.916626
	Iteration 1F: 3 clusters Score -2.11087e+07 nChanged 35527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357494 members 
Mstep: Class 2 contains 193161 members 
Entering Unmasked Estep 
Score: -21126202.000000 Penalty: 1202.916626
	Iteration 2F: 3 clusters Score -2.11262e+07 nChanged 42231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395779 members 
Mstep: Class 2 contains 154876 members 
Entering Unmasked Estep 
Score: -21150296.000000 Penalty: 1202.916626
	Iteration 3F: 3 clusters Score -2.11503e+07 nChanged 42804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434791 members 
Mstep: Class 2 contains 115864 members 
Entering Unmasked Estep 
Score: -21176368.000000 Penalty: 1202.916626
	Iteration 4F: 3 clusters Score -2.117637e+07 nChanged 35110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466611 members 
Mstep: Class 2 contains 84044 members 
Entering Unmasked Estep 
Score: -21202358.000000 Penalty: 1202.916626
	Iteration 5F: 3 clusters Score -2.120236e+07 nChanged 24139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487578 members 
Mstep: Class 2 contains 63077 members 
Entering Unmasked Estep 
Score: -21224884.000000 Penalty: 1202.916626
	Iteration 6Q: 3 clusters Score -2.122488e+07 nChanged 15441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498725 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -21238084.000000 Penalty: 1202.916626
	Iteration 7Q: 3 clusters Score -2.123808e+07 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504369 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -21244264.000000 Penalty: 1202.916626
	Iteration 8Q: 3 clusters Score -2.124426e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508554 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -21247572.000000 Penalty: 1202.916626
	Iteration 9Q: 3 clusters Score -2.124757e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512443 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -21250290.000000 Penalty: 1202.916626
	Iteration 10Q: 3 clusters Score -2.125029e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516055 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -21252576.000000 Penalty: 1202.916626
	Iteration 11Q: 3 clusters Score -2.125258e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519343 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -21254934.000000 Penalty: 1202.916626
	Iteration 12Q: 3 clusters Score -2.125493e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522418 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -21257310.000000 Penalty: 1202.916626
	Iteration 13Q: 3 clusters Score -2.125731e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525255 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -21259252.000000 Penalty: 1202.916626
	Iteration 14Q: 3 clusters Score -2.125925e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527833 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -21261054.000000 Penalty: 1202.916626
	Iteration 15Q: 3 clusters Score -2.126105e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530212 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -21262918.000000 Penalty: 1202.916626
	Iteration 16Q: 3 clusters Score -2.126292e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532390 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -21264578.000000 Penalty: 1202.916626
	Iteration 17Q: 3 clusters Score -2.126458e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534278 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -21265994.000000 Penalty: 1202.916626
	Iteration 18Q: 3 clusters Score -2.126599e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535986 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -21267282.000000 Penalty: 1202.916626
	Iteration 19Q: 3 clusters Score -2.126728e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537527 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -21268414.000000 Penalty: 1202.916626
	Iteration 20F: 3 clusters Score -2.126841e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538881 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -21269366.000000 Penalty: 1202.916626
	Iteration 21Q: 3 clusters Score -2.126937e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540076 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -21270056.000000 Penalty: 1202.916626
	Iteration 22Q: 3 clusters Score -2.127006e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541204 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -21270918.000000 Penalty: 1202.916626
	Iteration 23Q: 3 clusters Score -2.127092e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542300 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -21271618.000000 Penalty: 1202.916626
	Iteration 24Q: 3 clusters Score -2.127162e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543245 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -21272202.000000 Penalty: 1202.916626
	Iteration 25Q: 3 clusters Score -2.12722e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544133 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -21272896.000000 Penalty: 1202.916626
	Iteration 26Q: 3 clusters Score -2.12729e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544947 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -21273502.000000 Penalty: 1202.916626
	Iteration 27Q: 3 clusters Score -2.12735e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545657 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -21274010.000000 Penalty: 1202.916626
	Iteration 28Q: 3 clusters Score -2.127401e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546281 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -21274390.000000 Penalty: 1202.916626
	Iteration 29Q: 3 clusters Score -2.127439e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546787 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -21274694.000000 Penalty: 1202.916626
	Iteration 30Q: 3 clusters Score -2.127469e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547230 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -21274956.000000 Penalty: 1202.916626
	Iteration 31Q: 3 clusters Score -2.127496e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547620 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -21275188.000000 Penalty: 1202.916626
	Iteration 32Q: 3 clusters Score -2.127519e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547943 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -21275374.000000 Penalty: 1202.916626
	Iteration 33Q: 3 clusters Score -2.127537e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548235 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -21275522.000000 Penalty: 1202.916626
	Iteration 34Q: 3 clusters Score -2.127552e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548480 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -21275698.000000 Penalty: 1202.916626
	Iteration 35Q: 3 clusters Score -2.12757e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548705 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -21275862.000000 Penalty: 1202.916626
	Iteration 36Q: 3 clusters Score -2.127586e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548910 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -21276020.000000 Penalty: 1202.916626
	Iteration 37Q: 3 clusters Score -2.127602e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549069 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -21276122.000000 Penalty: 1202.916626
	Iteration 38Q: 3 clusters Score -2.127612e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549217 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -21276266.000000 Penalty: 1202.916626
	Iteration 39Q: 3 clusters Score -2.127627e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549338 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -21276234.000000 Penalty: 1202.916626
	Iteration 40F: 3 clusters Score -2.127623e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549458 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -21276306.000000 Penalty: 1202.916626
	Iteration 41Q: 3 clusters Score -2.127631e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549554 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -21276346.000000 Penalty: 1202.916626
	Iteration 42Q: 3 clusters Score -2.127635e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549639 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -21276406.000000 Penalty: 1202.916626
	Iteration 43Q: 3 clusters Score -2.127641e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549710 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -21276440.000000 Penalty: 1202.916626
	Iteration 44Q: 3 clusters Score -2.127644e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549760 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -21276464.000000 Penalty: 1202.916626
	Iteration 45Q: 3 clusters Score -2.127646e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549807 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -21276500.000000 Penalty: 1202.916626
	Iteration 46Q: 3 clusters Score -2.12765e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549848 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -21276510.000000 Penalty: 1202.916626
	Iteration 47Q: 3 clusters Score -2.127651e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549895 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -21276552.000000 Penalty: 1202.916626
	Iteration 48Q: 3 clusters Score -2.127655e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549938 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -21276544.000000 Penalty: 1202.916626
	Iteration 49Q: 3 clusters Score -2.127654e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549972 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -21276610.000000 Penalty: 1202.916626
	Iteration 50Q: 3 clusters Score -2.127661e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550000 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -21276654.000000 Penalty: 1202.916626
	Iteration 51Q: 3 clusters Score -2.127665e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550023 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -21276648.000000 Penalty: 1202.916626
	Iteration 52Q: 3 clusters Score -2.127665e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550043 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -21276660.000000 Penalty: 1202.916626
	Iteration 53Q: 3 clusters Score -2.127666e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550068 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -21276688.000000 Penalty: 1202.916626
	Iteration 54Q: 3 clusters Score -2.127669e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550089 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -21276740.000000 Penalty: 1202.916626
	Iteration 55Q: 3 clusters Score -2.127674e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550099 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -21276746.000000 Penalty: 1202.916626
	Iteration 56Q: 3 clusters Score -2.127675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550107 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -21276732.000000 Penalty: 1202.916626
	Iteration 57Q: 3 clusters Score -2.127673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550113 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -21276738.000000 Penalty: 1202.916626
	Iteration 58Q: 3 clusters Score -2.127674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550118 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -21276736.000000 Penalty: 1202.916626
	Iteration 59Q: 3 clusters Score -2.127674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550120 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -21276744.000000 Penalty: 1202.916626
	Iteration 60F: 3 clusters Score -2.127674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Entering Unmasked Estep 
Score: -256220.906250 Penalty: 404.875641
	Iteration 0F: 2 clusters Score -256220.9 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 3650 members 
Entering Unmasked Estep 
Score: -251298.437500 Penalty: 809.751282
	Iteration 0F: 3 clusters Score -251298.4 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -253358.656250 Penalty: 809.751282
	Iteration 1F: 3 clusters Score -253358.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -253575.312500 Penalty: 809.751282
	Iteration 2F: 3 clusters Score -253575.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -253822.796875 Penalty: 809.751282
	Iteration 3F: 3 clusters Score -253822.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -254119.703125 Penalty: 809.751282
	Iteration 4F: 3 clusters Score -254119.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -254366.890625 Penalty: 809.751282
	Iteration 5F: 3 clusters Score -254366.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -254536.328125 Penalty: 809.751282
	Iteration 6Q: 3 clusters Score -254536.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -254624.937500 Penalty: 809.751282
	Iteration 7Q: 3 clusters Score -254624.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -254669.593750 Penalty: 809.751282
	Iteration 8Q: 3 clusters Score -254669.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -254694.968750 Penalty: 809.751282
	Iteration 9Q: 3 clusters Score -254695 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -254714.859375 Penalty: 809.751282
	Iteration 10Q: 3 clusters Score -254714.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -254733.500000 Penalty: 809.751282
	Iteration 11Q: 3 clusters Score -254733.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -254747.078125 Penalty: 809.751282
	Iteration 12Q: 3 clusters Score -254747.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -254760.078125 Penalty: 809.751282
	Iteration 13Q: 3 clusters Score -254760.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -254776.468750 Penalty: 809.751282
	Iteration 14Q: 3 clusters Score -254776.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -254797.515625 Penalty: 809.751282
	Iteration 15Q: 3 clusters Score -254797.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -254819.828125 Penalty: 809.751282
	Iteration 16Q: 3 clusters Score -254819.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -254838.953125 Penalty: 809.751282
	Iteration 17Q: 3 clusters Score -254839 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -254862.000000 Penalty: 809.751282
	Iteration 18Q: 3 clusters Score -254862 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -254881.453125 Penalty: 809.751282
	Iteration 19Q: 3 clusters Score -254881.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -254900.703125 Penalty: 809.751282
	Iteration 20F: 3 clusters Score -254900.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -254925.187500 Penalty: 809.751282
	Iteration 21Q: 3 clusters Score -254925.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -254952.468750 Penalty: 809.751282
	Iteration 22Q: 3 clusters Score -254952.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -254984.750000 Penalty: 809.751282
	Iteration 23Q: 3 clusters Score -254984.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -255019.890625 Penalty: 809.751282
	Iteration 24Q: 3 clusters Score -255019.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -255054.781250 Penalty: 809.751282
	Iteration 25Q: 3 clusters Score -255054.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -255100.312500 Penalty: 809.751282
	Iteration 26Q: 3 clusters Score -255100.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -255156.062500 Penalty: 809.751282
	Iteration 27Q: 3 clusters Score -255156.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -255213.093750 Penalty: 809.751282
	Iteration 28Q: 3 clusters Score -255213.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -255278.281250 Penalty: 809.751282
	Iteration 29Q: 3 clusters Score -255278.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -255362.171875 Penalty: 809.751282
	Iteration 30Q: 3 clusters Score -255362.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -255458.562500 Penalty: 809.751282
	Iteration 31Q: 3 clusters Score -255458.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -255563.000000 Penalty: 809.751282
	Iteration 32Q: 3 clusters Score -255563 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -255659.421875 Penalty: 809.751282
	Iteration 33Q: 3 clusters Score -255659.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -255755.796875 Penalty: 809.751282
	Iteration 34Q: 3 clusters Score -255755.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -255836.218750 Penalty: 809.751282
	Iteration 35Q: 3 clusters Score -255836.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -255901.343750 Penalty: 809.751282
	Iteration 36Q: 3 clusters Score -255901.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -255948.250000 Penalty: 809.751282
	Iteration 37Q: 3 clusters Score -255948.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -255984.421875 Penalty: 809.751282
	Iteration 38Q: 3 clusters Score -255984.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -256012.375000 Penalty: 809.751282
	Iteration 39Q: 3 clusters Score -256012.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -256034.515625 Penalty: 809.751282
	Iteration 40F: 3 clusters Score -256034.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -256049.015625 Penalty: 809.751282
	Iteration 41Q: 3 clusters Score -256049 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -256060.156250 Penalty: 809.751282
	Iteration 42Q: 3 clusters Score -256060.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -256066.421875 Penalty: 809.751282
	Iteration 43Q: 3 clusters Score -256066.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -256070.734375 Penalty: 809.751282
	Iteration 44Q: 3 clusters Score -256070.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -256076.765625 Penalty: 809.751282
	Iteration 45Q: 3 clusters Score -256076.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -256082.468750 Penalty: 809.751282
	Iteration 46Q: 3 clusters Score -256082.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -256085.656250 Penalty: 809.751282
	Iteration 47Q: 3 clusters Score -256085.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -256090.312500 Penalty: 809.751282
	Iteration 48Q: 3 clusters Score -256090.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -256093.734375 Penalty: 809.751282
	Iteration 49Q: 3 clusters Score -256093.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -256100.312500 Penalty: 809.751282
	Iteration 50Q: 3 clusters Score -256100.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -256104.625000 Penalty: 809.751282
	Iteration 51Q: 3 clusters Score -256104.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -256109.062500 Penalty: 809.751282
	Iteration 52Q: 3 clusters Score -256109.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -256110.703125 Penalty: 809.751282
	Iteration 53Q: 3 clusters Score -256110.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -256112.187500 Penalty: 809.751282
	Iteration 54Q: 3 clusters Score -256112.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -256115.781250 Penalty: 809.751282
	Iteration 55Q: 3 clusters Score -256115.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -256117.921875 Penalty: 809.751282
	Iteration 56Q: 3 clusters Score -256117.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -256118.656250 Penalty: 809.751282
	Iteration 57Q: 3 clusters Score -256118.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -256118.687500 Penalty: 809.751282
	Iteration 58Q: 3 clusters Score -256118.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -256118.875000 Penalty: 809.751282
	Iteration 59Q: 3 clusters Score -256118.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -256119.140625 Penalty: 809.751282
	Iteration 60F: 3 clusters Score -256119.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -256119.296875 Penalty: 809.751282
	Iteration 61Q: 3 clusters Score -256119.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -256119.312500 Penalty: 809.751282
	Iteration 62Q: 3 clusters Score -256119.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -256119.406250 Penalty: 809.751282
	Iteration 63Q: 3 clusters Score -256119.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -256119.062500 Penalty: 809.751282
	Iteration 64Q: 3 clusters Score -256119.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -256119.062500 Penalty: 809.751282
	Iteration 65F: 3 clusters Score -256119.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Entering Unmasked Estep 
Score: -62956.851562 Penalty: 340.308136
	Iteration 0F: 2 clusters Score -62956.85 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 903 members 
Entering Unmasked Estep 
Score: -61652.019531 Penalty: 680.616272
	Iteration 0F: 3 clusters Score -61652.02 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -62107.457031 Penalty: 680.616272
	Iteration 1F: 3 clusters Score -62107.46 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -62194.617188 Penalty: 680.616272
	Iteration 2F: 3 clusters Score -62194.62 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -62275.285156 Penalty: 680.616272
	Iteration 3F: 3 clusters Score -62275.29 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -62357.261719 Penalty: 680.616272
	Iteration 4F: 3 clusters Score -62357.26 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -62405.437500 Penalty: 680.616272
	Iteration 5Q: 3 clusters Score -62405.44 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -62448.992188 Penalty: 680.616272
	Iteration 6Q: 3 clusters Score -62448.99 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -62471.820312 Penalty: 680.616272
	Iteration 7Q: 3 clusters Score -62471.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -62496.902344 Penalty: 680.616272
	Iteration 8Q: 3 clusters Score -62496.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -62522.257812 Penalty: 680.616272
	Iteration 9Q: 3 clusters Score -62522.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -62543.105469 Penalty: 680.616272
	Iteration 10Q: 3 clusters Score -62543.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -62557.980469 Penalty: 680.616272
	Iteration 11Q: 3 clusters Score -62557.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -62572.507812 Penalty: 680.616272
	Iteration 12Q: 3 clusters Score -62572.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -62580.867188 Penalty: 680.616272
	Iteration 13Q: 3 clusters Score -62580.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -62589.617188 Penalty: 680.616272
	Iteration 14Q: 3 clusters Score -62589.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -62595.007812 Penalty: 680.616272
	Iteration 15Q: 3 clusters Score -62595.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -62598.414062 Penalty: 680.616272
	Iteration 16Q: 3 clusters Score -62598.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -62602.179688 Penalty: 680.616272
	Iteration 17Q: 3 clusters Score -62602.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -62607.453125 Penalty: 680.616272
	Iteration 18Q: 3 clusters Score -62607.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -62614.730469 Penalty: 680.616272
	Iteration 19Q: 3 clusters Score -62614.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -62616.734375 Penalty: 680.616272
	Iteration 20F: 3 clusters Score -62616.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -62620.085938 Penalty: 680.616272
	Iteration 21Q: 3 clusters Score -62620.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -62622.441406 Penalty: 680.616272
	Iteration 22Q: 3 clusters Score -62622.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -62625.496094 Penalty: 680.616272
	Iteration 23Q: 3 clusters Score -62625.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -62626.648438 Penalty: 680.616272
	Iteration 24Q: 3 clusters Score -62626.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -62626.945312 Penalty: 680.616272
	Iteration 25Q: 3 clusters Score -62626.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -62626.945312 Penalty: 680.616272
	Iteration 26F: 3 clusters Score -62626.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (478882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478882 members 
Entering Unmasked Estep 
Score: -18372690.000000 Penalty: 595.104004
	Iteration 0F: 2 clusters Score -1.837269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239516 members 
Mstep: Class 2 contains 239366 members 
Entering Unmasked Estep 
Score: -18051246.000000 Penalty: 1190.208008
	Iteration 0F: 3 clusters Score -1.805125e+07 nChanged 237543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252327 members 
Mstep: Class 2 contains 226555 members 
Entering Unmasked Estep 
Score: -18197714.000000 Penalty: 1190.208008
	Iteration 1F: 3 clusters Score -1.819771e+07 nChanged 16802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258581 members 
Mstep: Class 2 contains 220301 members 
Entering Unmasked Estep 
Score: -18202850.000000 Penalty: 1190.208008
	Iteration 2Q: 3 clusters Score -1.820285e+07 nChanged 20210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267559 members 
Mstep: Class 2 contains 211323 members 
Entering Unmasked Estep 
Score: -18211312.000000 Penalty: 1190.208008
	Iteration 3Q: 3 clusters Score -1.821131e+07 nChanged 24626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279999 members 
Mstep: Class 2 contains 198883 members 
Entering Unmasked Estep 
Score: -18226316.000000 Penalty: 1190.208008
	Iteration 4F: 3 clusters Score -1.822632e+07 nChanged 29092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294899 members 
Mstep: Class 2 contains 183983 members 
Entering Unmasked Estep 
Score: -18248874.000000 Penalty: 1190.208008
	Iteration 5F: 3 clusters Score -1.824887e+07 nChanged 31029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309946 members 
Mstep: Class 2 contains 168936 members 
Entering Unmasked Estep 
Score: -18273754.000000 Penalty: 1190.208008
	Iteration 6F: 3 clusters Score -1.827375e+07 nChanged 27456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322928 members 
Mstep: Class 2 contains 155954 members 
Entering Unmasked Estep 
Score: -18291738.000000 Penalty: 1190.208008
	Iteration 7F: 3 clusters Score -1.829174e+07 nChanged 20483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333477 members 
Mstep: Class 2 contains 145405 members 
Entering Unmasked Estep 
Score: -18300776.000000 Penalty: 1190.208008
	Iteration 8Q: 3 clusters Score -1.830078e+07 nChanged 14055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342502 members 
Mstep: Class 2 contains 136380 members 
Entering Unmasked Estep 
Score: -18305534.000000 Penalty: 1190.208008
	Iteration 9Q: 3 clusters Score -1.830553e+07 nChanged 10577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351457 members 
Mstep: Class 2 contains 127425 members 
Entering Unmasked Estep 
Score: -18309126.000000 Penalty: 1190.208008
	Iteration 10Q: 3 clusters Score -1.830913e+07 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360947 members 
Mstep: Class 2 contains 117935 members 
Entering Unmasked Estep 
Score: -18312442.000000 Penalty: 1190.208008
	Iteration 11Q: 3 clusters Score -1.831244e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370811 members 
Mstep: Class 2 contains 108071 members 
Entering Unmasked Estep 
Score: -18316072.000000 Penalty: 1190.208008
	Iteration 12Q: 3 clusters Score -1.831607e+07 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381100 members 
Mstep: Class 2 contains 97782 members 
Entering Unmasked Estep 
Score: -18320080.000000 Penalty: 1190.208008
	Iteration 13Q: 3 clusters Score -1.832008e+07 nChanged 10494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391592 members 
Mstep: Class 2 contains 87290 members 
Entering Unmasked Estep 
Score: -18324504.000000 Penalty: 1190.208008
	Iteration 14Q: 3 clusters Score -1.83245e+07 nChanged 10579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402171 members 
Mstep: Class 2 contains 76711 members 
Entering Unmasked Estep 
Score: -18329068.000000 Penalty: 1190.208008
	Iteration 15Q: 3 clusters Score -1.832907e+07 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412560 members 
Mstep: Class 2 contains 66322 members 
Entering Unmasked Estep 
Score: -18333988.000000 Penalty: 1190.208008
	Iteration 16Q: 3 clusters Score -1.833399e+07 nChanged 9828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422388 members 
Mstep: Class 2 contains 56494 members 
Entering Unmasked Estep 
Score: -18338838.000000 Penalty: 1190.208008
	Iteration 17Q: 3 clusters Score -1.833884e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431656 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -18343762.000000 Penalty: 1190.208008
	Iteration 18Q: 3 clusters Score -1.834376e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440030 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -18348368.000000 Penalty: 1190.208008
	Iteration 19Q: 3 clusters Score -1.834837e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447448 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -18352618.000000 Penalty: 1190.208008
	Iteration 20F: 3 clusters Score -1.835262e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453984 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -18356632.000000 Penalty: 1190.208008
	Iteration 21Q: 3 clusters Score -1.835663e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459631 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -18360068.000000 Penalty: 1190.208008
	Iteration 22Q: 3 clusters Score -1.836007e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464398 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -18363036.000000 Penalty: 1190.208008
	Iteration 23Q: 3 clusters Score -1.836304e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468270 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -18365490.000000 Penalty: 1190.208008
	Iteration 24Q: 3 clusters Score -1.836549e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471278 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -18367388.000000 Penalty: 1190.208008
	Iteration 25Q: 3 clusters Score -1.836739e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473589 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -18368920.000000 Penalty: 1190.208008
	Iteration 26Q: 3 clusters Score -1.836892e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475325 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -18370110.000000 Penalty: 1190.208008
	Iteration 27Q: 3 clusters Score -1.837011e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476457 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -18370852.000000 Penalty: 1190.208008
	Iteration 28Q: 3 clusters Score -1.837085e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477257 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -18371338.000000 Penalty: 1190.208008
	Iteration 29Q: 3 clusters Score -1.837134e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477790 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -18371636.000000 Penalty: 1190.208008
	Iteration 30Q: 3 clusters Score -1.837164e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478117 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -18371784.000000 Penalty: 1190.208008
	Iteration 31Q: 3 clusters Score -1.837178e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478321 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -18371882.000000 Penalty: 1190.208008
	Iteration 32Q: 3 clusters Score -1.837188e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478468 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -18371982.000000 Penalty: 1190.208008
	Iteration 33Q: 3 clusters Score -1.837198e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478548 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -18372036.000000 Penalty: 1190.208008
	Iteration 34Q: 3 clusters Score -1.837204e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478601 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -18372044.000000 Penalty: 1190.208008
	Iteration 35Q: 3 clusters Score -1.837204e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478639 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -18372066.000000 Penalty: 1190.208008
	Iteration 36Q: 3 clusters Score -1.837207e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478675 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18372114.000000 Penalty: 1190.208008
	Iteration 37Q: 3 clusters Score -1.837211e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478699 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18372124.000000 Penalty: 1190.208008
	Iteration 38Q: 3 clusters Score -1.837212e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478717 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18372142.000000 Penalty: 1190.208008
	Iteration 39Q: 3 clusters Score -1.837214e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478735 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18372156.000000 Penalty: 1190.208008
	Iteration 40F: 3 clusters Score -1.837216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478744 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18372166.000000 Penalty: 1190.208008
	Iteration 41Q: 3 clusters Score -1.837217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478748 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18372176.000000 Penalty: 1190.208008
	Iteration 42Q: 3 clusters Score -1.837218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478751 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18372174.000000 Penalty: 1190.208008
	Iteration 43Q: 3 clusters Score -1.837217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478751 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18372174.000000 Penalty: 1190.208008
	Iteration 44Q: 3 clusters Score -1.837217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478754 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18372160.000000 Penalty: 1190.208008
	Iteration 45Q: 3 clusters Score -1.837216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478759 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18372166.000000 Penalty: 1190.208008
	Iteration 46Q: 3 clusters Score -1.837217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478763 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18372176.000000 Penalty: 1190.208008
	Iteration 47Q: 3 clusters Score -1.837218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478766 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18372172.000000 Penalty: 1190.208008
	Iteration 48Q: 3 clusters Score -1.837217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478766 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18372172.000000 Penalty: 1190.208008
	Iteration 49F: 3 clusters Score -1.837217e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -31588.064453 Penalty: 307.914124
	Iteration 0F: 2 clusters Score -31588.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -30868.947266 Penalty: 615.828247
	Iteration 0F: 3 clusters Score -30868.95 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -31122.486328 Penalty: 615.828247
	Iteration 1F: 3 clusters Score -31122.49 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -31197.134766 Penalty: 615.828247
	Iteration 2F: 3 clusters Score -31197.13 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -31232.507812 Penalty: 615.828247
	Iteration 3F: 3 clusters Score -31232.51 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -31256.207031 Penalty: 615.828247
	Iteration 4Q: 3 clusters Score -31256.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -31277.835938 Penalty: 615.828247
	Iteration 5Q: 3 clusters Score -31277.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -31294.679688 Penalty: 615.828247
	Iteration 6Q: 3 clusters Score -31294.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -31311.568359 Penalty: 615.828247
	Iteration 7Q: 3 clusters Score -31311.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -31322.005859 Penalty: 615.828247
	Iteration 8Q: 3 clusters Score -31322.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -31331.128906 Penalty: 615.828247
	Iteration 9Q: 3 clusters Score -31331.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -31339.441406 Penalty: 615.828247
	Iteration 10Q: 3 clusters Score -31339.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -31352.183594 Penalty: 615.828247
	Iteration 11Q: 3 clusters Score -31352.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -31359.560547 Penalty: 615.828247
	Iteration 12Q: 3 clusters Score -31359.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -31366.865234 Penalty: 615.828247
	Iteration 13Q: 3 clusters Score -31366.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -31373.363281 Penalty: 615.828247
	Iteration 14Q: 3 clusters Score -31373.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -31379.603516 Penalty: 615.828247
	Iteration 15Q: 3 clusters Score -31379.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -31385.896484 Penalty: 615.828247
	Iteration 16Q: 3 clusters Score -31385.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -31390.056641 Penalty: 615.828247
	Iteration 17Q: 3 clusters Score -31390.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -31392.343750 Penalty: 615.828247
	Iteration 18Q: 3 clusters Score -31392.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -31393.361328 Penalty: 615.828247
	Iteration 19Q: 3 clusters Score -31393.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -31393.947266 Penalty: 615.828247
	Iteration 20F: 3 clusters Score -31393.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -31394.322266 Penalty: 615.828247
	Iteration 21Q: 3 clusters Score -31394.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -31394.322266 Penalty: 615.828247
	Iteration 22F: 3 clusters Score -31394.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Entering Unmasked Estep 
Score: -167680.203125 Penalty: 382.372955
	Iteration 0F: 2 clusters Score -167680.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -164668.453125 Penalty: 764.745911
	Iteration 0F: 3 clusters Score -164668.5 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -165760.937500 Penalty: 764.745911
	Iteration 1F: 3 clusters Score -165760.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -165887.843750 Penalty: 764.745911
	Iteration 2F: 3 clusters Score -165887.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -165978.468750 Penalty: 764.745911
	Iteration 3F: 3 clusters Score -165978.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -166072.812500 Penalty: 764.745911
	Iteration 4F: 3 clusters Score -166072.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -166167.703125 Penalty: 764.745911
	Iteration 5Q: 3 clusters Score -166167.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -166270.187500 Penalty: 764.745911
	Iteration 6Q: 3 clusters Score -166270.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -166392.921875 Penalty: 764.745911
	Iteration 7Q: 3 clusters Score -166392.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -166536.296875 Penalty: 764.745911
	Iteration 8F: 3 clusters Score -166536.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -166702.765625 Penalty: 764.745911
	Iteration 9F: 3 clusters Score -166702.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -166857.625000 Penalty: 764.745911
	Iteration 10F: 3 clusters Score -166857.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -167022.250000 Penalty: 764.745911
	Iteration 11Q: 3 clusters Score -167022.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -167198.859375 Penalty: 764.745911
	Iteration 12F: 3 clusters Score -167198.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -167341.281250 Penalty: 764.745911
	Iteration 13Q: 3 clusters Score -167341.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -167408.609375 Penalty: 764.745911
	Iteration 14Q: 3 clusters Score -167408.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -167452.031250 Penalty: 764.745911
	Iteration 15Q: 3 clusters Score -167452 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -167483.187500 Penalty: 764.745911
	Iteration 16Q: 3 clusters Score -167483.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -167504.046875 Penalty: 764.745911
	Iteration 17Q: 3 clusters Score -167504 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -167523.140625 Penalty: 764.745911
	Iteration 18Q: 3 clusters Score -167523.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -167532.531250 Penalty: 764.745911
	Iteration 19Q: 3 clusters Score -167532.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -167537.984375 Penalty: 764.745911
	Iteration 20F: 3 clusters Score -167538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -167542.828125 Penalty: 764.745911
	Iteration 21Q: 3 clusters Score -167542.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -167548.062500 Penalty: 764.745911
	Iteration 22Q: 3 clusters Score -167548.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -167551.484375 Penalty: 764.745911
	Iteration 23Q: 3 clusters Score -167551.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -167554.125000 Penalty: 764.745911
	Iteration 24Q: 3 clusters Score -167554.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -167557.156250 Penalty: 764.745911
	Iteration 25Q: 3 clusters Score -167557.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -167560.046875 Penalty: 764.745911
	Iteration 26Q: 3 clusters Score -167560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -167562.468750 Penalty: 764.745911
	Iteration 27Q: 3 clusters Score -167562.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -167564.109375 Penalty: 764.745911
	Iteration 28Q: 3 clusters Score -167564.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -167564.796875 Penalty: 764.745911
	Iteration 29Q: 3 clusters Score -167564.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -167565.015625 Penalty: 764.745911
	Iteration 30Q: 3 clusters Score -167565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -167565.437500 Penalty: 764.745911
	Iteration 31Q: 3 clusters Score -167565.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -167566.218750 Penalty: 764.745911
	Iteration 32Q: 3 clusters Score -167566.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -167567.171875 Penalty: 764.745911
	Iteration 33Q: 3 clusters Score -167567.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -167569.156250 Penalty: 764.745911
	Iteration 34Q: 3 clusters Score -167569.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -167571.031250 Penalty: 764.745911
	Iteration 35Q: 3 clusters Score -167571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -167571.859375 Penalty: 764.745911
	Iteration 36Q: 3 clusters Score -167571.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -167572.031250 Penalty: 764.745911
	Iteration 37Q: 3 clusters Score -167572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -167572.484375 Penalty: 764.745911
	Iteration 38Q: 3 clusters Score -167572.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -167572.562500 Penalty: 764.745911
	Iteration 39Q: 3 clusters Score -167572.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -167572.562500 Penalty: 764.745911
	Iteration 40F: 3 clusters Score -167572.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Entering Unmasked Estep 
Score: -225531.578125 Penalty: 398.278381
	Iteration 0F: 2 clusters Score -225531.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -221334.546875 Penalty: 796.556763
	Iteration 0F: 3 clusters Score -221334.5 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -222919.218750 Penalty: 796.556763
	Iteration 1F: 3 clusters Score -222919.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -223162.843750 Penalty: 796.556763
	Iteration 2F: 3 clusters Score -223162.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -223437.359375 Penalty: 796.556763
	Iteration 3F: 3 clusters Score -223437.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -223742.156250 Penalty: 796.556763
	Iteration 4F: 3 clusters Score -223742.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -224041.421875 Penalty: 796.556763
	Iteration 5F: 3 clusters Score -224041.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -224294.937500 Penalty: 796.556763
	Iteration 6F: 3 clusters Score -224294.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -224467.609375 Penalty: 796.556763
	Iteration 7Q: 3 clusters Score -224467.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -224584.218750 Penalty: 796.556763
	Iteration 8Q: 3 clusters Score -224584.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -224657.312500 Penalty: 796.556763
	Iteration 9Q: 3 clusters Score -224657.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -224697.203125 Penalty: 796.556763
	Iteration 10Q: 3 clusters Score -224697.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -224725.312500 Penalty: 796.556763
	Iteration 11Q: 3 clusters Score -224725.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -224747.296875 Penalty: 796.556763
	Iteration 12Q: 3 clusters Score -224747.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -224771.375000 Penalty: 796.556763
	Iteration 13Q: 3 clusters Score -224771.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -224791.437500 Penalty: 796.556763
	Iteration 14Q: 3 clusters Score -224791.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -224805.578125 Penalty: 796.556763
	Iteration 15Q: 3 clusters Score -224805.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -224820.734375 Penalty: 796.556763
	Iteration 16Q: 3 clusters Score -224820.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -224835.656250 Penalty: 796.556763
	Iteration 17Q: 3 clusters Score -224835.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -224845.562500 Penalty: 796.556763
	Iteration 18Q: 3 clusters Score -224845.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -224852.640625 Penalty: 796.556763
	Iteration 19Q: 3 clusters Score -224852.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -224857.921875 Penalty: 796.556763
	Iteration 20F: 3 clusters Score -224857.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -224862.671875 Penalty: 796.556763
	Iteration 21Q: 3 clusters Score -224862.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -224865.125000 Penalty: 796.556763
	Iteration 22Q: 3 clusters Score -224865.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -224868.312500 Penalty: 796.556763
	Iteration 23Q: 3 clusters Score -224868.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -224872.046875 Penalty: 796.556763
	Iteration 24Q: 3 clusters Score -224872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -224874.687500 Penalty: 796.556763
	Iteration 25Q: 3 clusters Score -224874.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -224876.953125 Penalty: 796.556763
	Iteration 26Q: 3 clusters Score -224877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -224879.375000 Penalty: 796.556763
	Iteration 27Q: 3 clusters Score -224879.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -224880.656250 Penalty: 796.556763
	Iteration 28Q: 3 clusters Score -224880.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -224881.046875 Penalty: 796.556763
	Iteration 29Q: 3 clusters Score -224881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -224881.656250 Penalty: 796.556763
	Iteration 30Q: 3 clusters Score -224881.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -224881.718750 Penalty: 796.556763
	Iteration 31Q: 3 clusters Score -224881.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -224881.859375 Penalty: 796.556763
	Iteration 32Q: 3 clusters Score -224881.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -224882.375000 Penalty: 796.556763
	Iteration 33Q: 3 clusters Score -224882.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -224882.968750 Penalty: 796.556763
	Iteration 34Q: 3 clusters Score -224883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -224883.265625 Penalty: 796.556763
	Iteration 35Q: 3 clusters Score -224883.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -224883.234375 Penalty: 796.556763
	Iteration 36Q: 3 clusters Score -224883.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -224884.281250 Penalty: 796.556763
	Iteration 37Q: 3 clusters Score -224884.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -224884.390625 Penalty: 796.556763
	Iteration 38Q: 3 clusters Score -224884.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -224886.281250 Penalty: 796.556763
	Iteration 39Q: 3 clusters Score -224886.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -224888.031250 Penalty: 796.556763
	Iteration 40F: 3 clusters Score -224888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -224890.796875 Penalty: 796.556763
	Iteration 41Q: 3 clusters Score -224890.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -224892.531250 Penalty: 796.556763
	Iteration 42Q: 3 clusters Score -224892.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -224894.359375 Penalty: 796.556763
	Iteration 43Q: 3 clusters Score -224894.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -224896.750000 Penalty: 796.556763
	Iteration 44Q: 3 clusters Score -224896.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -224897.687500 Penalty: 796.556763
	Iteration 45Q: 3 clusters Score -224897.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -224898.953125 Penalty: 796.556763
	Iteration 46Q: 3 clusters Score -224899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -224900.968750 Penalty: 796.556763
	Iteration 47Q: 3 clusters Score -224901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -224902.437500 Penalty: 796.556763
	Iteration 48Q: 3 clusters Score -224902.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -224904.515625 Penalty: 796.556763
	Iteration 49Q: 3 clusters Score -224904.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -224906.562500 Penalty: 796.556763
	Iteration 50Q: 3 clusters Score -224906.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -224908.515625 Penalty: 796.556763
	Iteration 51Q: 3 clusters Score -224908.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -224913.562500 Penalty: 796.556763
	Iteration 52Q: 3 clusters Score -224913.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -224918.265625 Penalty: 796.556763
	Iteration 53Q: 3 clusters Score -224918.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -224922.734375 Penalty: 796.556763
	Iteration 54Q: 3 clusters Score -224922.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -224930.609375 Penalty: 796.556763
	Iteration 55Q: 3 clusters Score -224930.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -224941.218750 Penalty: 796.556763
	Iteration 56Q: 3 clusters Score -224941.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -224951.562500 Penalty: 796.556763
	Iteration 57Q: 3 clusters Score -224951.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -224960.015625 Penalty: 796.556763
	Iteration 58Q: 3 clusters Score -224960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -224969.359375 Penalty: 796.556763
	Iteration 59Q: 3 clusters Score -224969.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -224979.453125 Penalty: 796.556763
	Iteration 60F: 3 clusters Score -224979.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -224994.250000 Penalty: 796.556763
	Iteration 61Q: 3 clusters Score -224994.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -225007.000000 Penalty: 796.556763
	Iteration 62Q: 3 clusters Score -225007 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -225020.734375 Penalty: 796.556763
	Iteration 63Q: 3 clusters Score -225020.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -225030.000000 Penalty: 796.556763
	Iteration 64Q: 3 clusters Score -225030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -225037.515625 Penalty: 796.556763
	Iteration 65Q: 3 clusters Score -225037.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -225044.109375 Penalty: 796.556763
	Iteration 66Q: 3 clusters Score -225044.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -225050.765625 Penalty: 796.556763
	Iteration 67Q: 3 clusters Score -225050.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -225060.359375 Penalty: 796.556763
	Iteration 68Q: 3 clusters Score -225060.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -225071.921875 Penalty: 796.556763
	Iteration 69Q: 3 clusters Score -225071.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -225086.156250 Penalty: 796.556763
	Iteration 70Q: 3 clusters Score -225086.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -225098.500000 Penalty: 796.556763
	Iteration 71Q: 3 clusters Score -225098.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -225109.406250 Penalty: 796.556763
	Iteration 72Q: 3 clusters Score -225109.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -225120.875000 Penalty: 796.556763
	Iteration 73Q: 3 clusters Score -225120.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -225128.281250 Penalty: 796.556763
	Iteration 74Q: 3 clusters Score -225128.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -225133.546875 Penalty: 796.556763
	Iteration 75Q: 3 clusters Score -225133.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -225138.390625 Penalty: 796.556763
	Iteration 76Q: 3 clusters Score -225138.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -225141.484375 Penalty: 796.556763
	Iteration 77Q: 3 clusters Score -225141.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -225143.375000 Penalty: 796.556763
	Iteration 78Q: 3 clusters Score -225143.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -225145.593750 Penalty: 796.556763
	Iteration 79Q: 3 clusters Score -225145.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -225146.578125 Penalty: 796.556763
	Iteration 80F: 3 clusters Score -225146.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -225148.265625 Penalty: 796.556763
	Iteration 81Q: 3 clusters Score -225148.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -225150.296875 Penalty: 796.556763
	Iteration 82Q: 3 clusters Score -225150.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -225151.093750 Penalty: 796.556763
	Iteration 83Q: 3 clusters Score -225151.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -225152.718750 Penalty: 796.556763
	Iteration 84Q: 3 clusters Score -225152.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -225155.468750 Penalty: 796.556763
	Iteration 85Q: 3 clusters Score -225155.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -225156.578125 Penalty: 796.556763
	Iteration 86Q: 3 clusters Score -225156.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -225157.453125 Penalty: 796.556763
	Iteration 87Q: 3 clusters Score -225157.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -225157.734375 Penalty: 796.556763
	Iteration 88Q: 3 clusters Score -225157.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -225158.593750 Penalty: 796.556763
	Iteration 89Q: 3 clusters Score -225158.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -225158.750000 Penalty: 796.556763
	Iteration 90Q: 3 clusters Score -225158.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -225159.515625 Penalty: 796.556763
	Iteration 91Q: 3 clusters Score -225159.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -225159.375000 Penalty: 796.556763
	Iteration 92Q: 3 clusters Score -225159.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -225159.468750 Penalty: 796.556763
	Iteration 93Q: 3 clusters Score -225159.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -225159.593750 Penalty: 796.556763
	Iteration 94Q: 3 clusters Score -225159.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -225159.593750 Penalty: 796.556763
	Iteration 95F: 3 clusters Score -225159.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Entering Unmasked Estep 
Score: -84003.539062 Penalty: 363.755768
	Iteration 0F: 2 clusters Score -84003.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -81922.468750 Penalty: 727.511536
	Iteration 0F: 3 clusters Score -81922.47 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -82695.960938 Penalty: 727.511536
	Iteration 1F: 3 clusters Score -82695.96 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -82915.664062 Penalty: 727.511536
	Iteration 2F: 3 clusters Score -82915.66 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -83147.250000 Penalty: 727.511536
	Iteration 3F: 3 clusters Score -83147.25 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -83312.914062 Penalty: 727.511536
	Iteration 4F: 3 clusters Score -83312.91 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -83419.843750 Penalty: 727.511536
	Iteration 5F: 3 clusters Score -83419.84 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -83485.726562 Penalty: 727.511536
	Iteration 6Q: 3 clusters Score -83485.73 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -83514.812500 Penalty: 727.511536
	Iteration 7Q: 3 clusters Score -83514.81 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -83531.515625 Penalty: 727.511536
	Iteration 8Q: 3 clusters Score -83531.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -83540.460938 Penalty: 727.511536
	Iteration 9Q: 3 clusters Score -83540.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -83544.257812 Penalty: 727.511536
	Iteration 10Q: 3 clusters Score -83544.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -83548.296875 Penalty: 727.511536
	Iteration 11Q: 3 clusters Score -83548.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -83550.437500 Penalty: 727.511536
	Iteration 12Q: 3 clusters Score -83550.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -83551.531250 Penalty: 727.511536
	Iteration 13Q: 3 clusters Score -83551.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -83552.609375 Penalty: 727.511536
	Iteration 14Q: 3 clusters Score -83552.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -83552.898438 Penalty: 727.511536
	Iteration 15Q: 3 clusters Score -83552.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -83553.171875 Penalty: 727.511536
	Iteration 16Q: 3 clusters Score -83553.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -83553.164062 Penalty: 727.511536
	Iteration 17Q: 3 clusters Score -83553.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -83553.398438 Penalty: 727.511536
	Iteration 18Q: 3 clusters Score -83553.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -83553.515625 Penalty: 727.511536
	Iteration 19Q: 3 clusters Score -83553.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -83553.515625 Penalty: 727.511536
	Iteration 20F: 3 clusters Score -83553.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Entering Unmasked Estep 
Score: -276074.750000 Penalty: 405.055542
	Iteration 0F: 2 clusters Score -276074.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -271192.125000 Penalty: 810.111084
	Iteration 0F: 3 clusters Score -271192.1 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -272979.281250 Penalty: 810.111084
	Iteration 1F: 3 clusters Score -272979.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -273086.406250 Penalty: 810.111084
	Iteration 2Q: 3 clusters Score -273086.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -273259.687500 Penalty: 810.111084
	Iteration 3Q: 3 clusters Score -273259.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -273564.843750 Penalty: 810.111084
	Iteration 4F: 3 clusters Score -273564.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -273947.718750 Penalty: 810.111084
	Iteration 5F: 3 clusters Score -273947.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -274366.562500 Penalty: 810.111084
	Iteration 6F: 3 clusters Score -274366.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -274703.406250 Penalty: 810.111084
	Iteration 7F: 3 clusters Score -274703.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -274958.093750 Penalty: 810.111084
	Iteration 8F: 3 clusters Score -274958.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -275110.718750 Penalty: 810.111084
	Iteration 9Q: 3 clusters Score -275110.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -275188.500000 Penalty: 810.111084
	Iteration 10Q: 3 clusters Score -275188.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -275227.437500 Penalty: 810.111084
	Iteration 11Q: 3 clusters Score -275227.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -275253.250000 Penalty: 810.111084
	Iteration 12Q: 3 clusters Score -275253.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -275277.125000 Penalty: 810.111084
	Iteration 13Q: 3 clusters Score -275277.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -275293.375000 Penalty: 810.111084
	Iteration 14Q: 3 clusters Score -275293.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -275313.593750 Penalty: 810.111084
	Iteration 15Q: 3 clusters Score -275313.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -275328.906250 Penalty: 810.111084
	Iteration 16Q: 3 clusters Score -275328.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -275344.687500 Penalty: 810.111084
	Iteration 17Q: 3 clusters Score -275344.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -275360.687500 Penalty: 810.111084
	Iteration 18Q: 3 clusters Score -275360.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -275375.031250 Penalty: 810.111084
	Iteration 19Q: 3 clusters Score -275375 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -275392.718750 Penalty: 810.111084
	Iteration 20F: 3 clusters Score -275392.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -275413.062500 Penalty: 810.111084
	Iteration 21Q: 3 clusters Score -275413.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -275442.062500 Penalty: 810.111084
	Iteration 22Q: 3 clusters Score -275442.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -275474.312500 Penalty: 810.111084
	Iteration 23Q: 3 clusters Score -275474.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -275521.187500 Penalty: 810.111084
	Iteration 24Q: 3 clusters Score -275521.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -275573.750000 Penalty: 810.111084
	Iteration 25Q: 3 clusters Score -275573.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -275642.281250 Penalty: 810.111084
	Iteration 26Q: 3 clusters Score -275642.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -275711.968750 Penalty: 810.111084
	Iteration 27Q: 3 clusters Score -275712 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -275770.781250 Penalty: 810.111084
	Iteration 28Q: 3 clusters Score -275770.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -275819.062500 Penalty: 810.111084
	Iteration 29Q: 3 clusters Score -275819.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -275846.750000 Penalty: 810.111084
	Iteration 30Q: 3 clusters Score -275846.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -275871.468750 Penalty: 810.111084
	Iteration 31Q: 3 clusters Score -275871.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -275893.875000 Penalty: 810.111084
	Iteration 32Q: 3 clusters Score -275893.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -275910.218750 Penalty: 810.111084
	Iteration 33Q: 3 clusters Score -275910.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -275923.312500 Penalty: 810.111084
	Iteration 34Q: 3 clusters Score -275923.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -275935.250000 Penalty: 810.111084
	Iteration 35Q: 3 clusters Score -275935.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -275947.093750 Penalty: 810.111084
	Iteration 36Q: 3 clusters Score -275947.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -275957.000000 Penalty: 810.111084
	Iteration 37Q: 3 clusters Score -275957 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -275962.218750 Penalty: 810.111084
	Iteration 38Q: 3 clusters Score -275962.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -275966.687500 Penalty: 810.111084
	Iteration 39Q: 3 clusters Score -275966.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -275970.937500 Penalty: 810.111084
	Iteration 40F: 3 clusters Score -275970.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -275975.656250 Penalty: 810.111084
	Iteration 41Q: 3 clusters Score -275975.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -275978.937500 Penalty: 810.111084
	Iteration 42Q: 3 clusters Score -275978.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -275982.656250 Penalty: 810.111084
	Iteration 43Q: 3 clusters Score -275982.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -275987.812500 Penalty: 810.111084
	Iteration 44Q: 3 clusters Score -275987.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -275994.000000 Penalty: 810.111084
	Iteration 45Q: 3 clusters Score -275994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -275999.218750 Penalty: 810.111084
	Iteration 46Q: 3 clusters Score -275999.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -276003.250000 Penalty: 810.111084
	Iteration 47Q: 3 clusters Score -276003.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -276007.093750 Penalty: 810.111084
	Iteration 48Q: 3 clusters Score -276007.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -276011.875000 Penalty: 810.111084
	Iteration 49Q: 3 clusters Score -276011.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -276016.187500 Penalty: 810.111084
	Iteration 50Q: 3 clusters Score -276016.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -276023.843750 Penalty: 810.111084
	Iteration 51Q: 3 clusters Score -276023.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -276031.562500 Penalty: 810.111084
	Iteration 52Q: 3 clusters Score -276031.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -276041.687500 Penalty: 810.111084
	Iteration 53Q: 3 clusters Score -276041.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -276049.000000 Penalty: 810.111084
	Iteration 54Q: 3 clusters Score -276049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -276057.593750 Penalty: 810.111084
	Iteration 55Q: 3 clusters Score -276057.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -276066.375000 Penalty: 810.111084
	Iteration 56Q: 3 clusters Score -276066.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -276073.718750 Penalty: 810.111084
	Iteration 57Q: 3 clusters Score -276073.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -276084.562500 Penalty: 810.111084
	Iteration 58Q: 3 clusters Score -276084.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -276092.968750 Penalty: 810.111084
	Iteration 59Q: 3 clusters Score -276093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -276100.000000 Penalty: 810.111084
	Iteration 60F: 3 clusters Score -276100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -276105.406250 Penalty: 810.111084
	Iteration 61Q: 3 clusters Score -276105.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -276109.468750 Penalty: 810.111084
	Iteration 62Q: 3 clusters Score -276109.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -276112.625000 Penalty: 810.111084
	Iteration 63Q: 3 clusters Score -276112.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -276113.687500 Penalty: 810.111084
	Iteration 64Q: 3 clusters Score -276113.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -276115.750000 Penalty: 810.111084
	Iteration 65Q: 3 clusters Score -276115.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -276117.781250 Penalty: 810.111084
	Iteration 66Q: 3 clusters Score -276117.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -276120.093750 Penalty: 810.111084
	Iteration 67Q: 3 clusters Score -276120.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -276122.062500 Penalty: 810.111084
	Iteration 68Q: 3 clusters Score -276122.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -276123.562500 Penalty: 810.111084
	Iteration 69Q: 3 clusters Score -276123.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -276124.000000 Penalty: 810.111084
	Iteration 70Q: 3 clusters Score -276124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -276124.375000 Penalty: 810.111084
	Iteration 71Q: 3 clusters Score -276124.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -276124.812500 Penalty: 810.111084
	Iteration 72Q: 3 clusters Score -276124.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -276125.656250 Penalty: 810.111084
	Iteration 73Q: 3 clusters Score -276125.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -276126.062500 Penalty: 810.111084
	Iteration 74Q: 3 clusters Score -276126.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -276126.937500 Penalty: 810.111084
	Iteration 75Q: 3 clusters Score -276126.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -276127.718750 Penalty: 810.111084
	Iteration 76Q: 3 clusters Score -276127.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -276128.218750 Penalty: 810.111084
	Iteration 77Q: 3 clusters Score -276128.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -276128.218750 Penalty: 810.111084
	Iteration 78F: 3 clusters Score -276128.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 550655 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478882 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4464 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10781 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17347 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14783 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21642 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Mstep: Class 42 contains 806 members 
Entering Unmasked Estep 
Score: -50376512.000000 Penalty: 27027.978516
Splitting cluster 10 changes total score from -50376728.000000 to -50376512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (12537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Entering Unmasked Estep 
Score: -450711.500000 Penalty: 429.358002
	Iteration 0F: 2 clusters Score -450711.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -442306.343750 Penalty: 858.716003
	Iteration 0F: 3 clusters Score -442306.3 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -445751.218750 Penalty: 858.716003
	Iteration 1F: 3 clusters Score -445751.2 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -446174.406250 Penalty: 858.716003
	Iteration 2F: 3 clusters Score -446174.4 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -446717.218750 Penalty: 858.716003
	Iteration 3F: 3 clusters Score -446717.2 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -447370.312500 Penalty: 858.716003
	Iteration 4F: 3 clusters Score -447370.3 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -448108.750000 Penalty: 858.716003
	Iteration 5F: 3 clusters Score -448108.8 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -448834.468750 Penalty: 858.716003
	Iteration 6F: 3 clusters Score -448834.5 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -449429.531250 Penalty: 858.716003
	Iteration 7F: 3 clusters Score -449429.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -449864.718750 Penalty: 858.716003
	Iteration 8Q: 3 clusters Score -449864.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -450160.312500 Penalty: 858.716003
	Iteration 9Q: 3 clusters Score -450160.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -450341.406250 Penalty: 858.716003
	Iteration 10Q: 3 clusters Score -450341.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -450451.468750 Penalty: 858.716003
	Iteration 11Q: 3 clusters Score -450451.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -450569.875000 Penalty: 858.716003
	Iteration 12Q: 3 clusters Score -450569.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -450650.593750 Penalty: 858.716003
	Iteration 13Q: 3 clusters Score -450650.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -450679.437500 Penalty: 858.716003
	Iteration 14Q: 3 clusters Score -450679.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -450689.593750 Penalty: 858.716003
	Iteration 15Q: 3 clusters Score -450689.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -450695.593750 Penalty: 858.716003
	Iteration 16Q: 3 clusters Score -450695.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -450698.468750 Penalty: 858.716003
	Iteration 17Q: 3 clusters Score -450698.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -450700.031250 Penalty: 858.716003
	Iteration 18Q: 3 clusters Score -450700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -450704.000000 Penalty: 858.716003
	Iteration 19Q: 3 clusters Score -450704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -450706.031250 Penalty: 858.716003
	Iteration 20F: 3 clusters Score -450706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -450706.218750 Penalty: 858.716003
	Iteration 21Q: 3 clusters Score -450706.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -450706.250000 Penalty: 858.716003
	Iteration 22Q: 3 clusters Score -450706.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -450706.781250 Penalty: 858.716003
	Iteration 23Q: 3 clusters Score -450706.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -450706.781250 Penalty: 858.716003
	Iteration 24F: 3 clusters Score -450706.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Entering Unmasked Estep 
Score: -118579.218750 Penalty: 369.024414
	Iteration 0F: 2 clusters Score -118579.2 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 1687 members 
Entering Unmasked Estep 
Score: -116296.820312 Penalty: 738.048828
	Iteration 0F: 3 clusters Score -116296.8 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -117134.062500 Penalty: 738.048828
	Iteration 1F: 3 clusters Score -117134.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -117338.437500 Penalty: 738.048828
	Iteration 2F: 3 clusters Score -117338.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -117520.617188 Penalty: 738.048828
	Iteration 3F: 3 clusters Score -117520.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -117691.843750 Penalty: 738.048828
	Iteration 4F: 3 clusters Score -117691.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -117805.796875 Penalty: 738.048828
	Iteration 5Q: 3 clusters Score -117805.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -117895.070312 Penalty: 738.048828
	Iteration 6Q: 3 clusters Score -117895.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -117952.218750 Penalty: 738.048828
	Iteration 7Q: 3 clusters Score -117952.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -117988.828125 Penalty: 738.048828
	Iteration 8Q: 3 clusters Score -117988.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -118020.273438 Penalty: 738.048828
	Iteration 9Q: 3 clusters Score -118020.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -118051.718750 Penalty: 738.048828
	Iteration 10Q: 3 clusters Score -118051.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -118076.140625 Penalty: 738.048828
	Iteration 11Q: 3 clusters Score -118076.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -118088.531250 Penalty: 738.048828
	Iteration 12Q: 3 clusters Score -118088.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -118097.507812 Penalty: 738.048828
	Iteration 13Q: 3 clusters Score -118097.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -118102.601562 Penalty: 738.048828
	Iteration 14Q: 3 clusters Score -118102.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -118104.312500 Penalty: 738.048828
	Iteration 15Q: 3 clusters Score -118104.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -118107.437500 Penalty: 738.048828
	Iteration 16Q: 3 clusters Score -118107.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -118111.750000 Penalty: 738.048828
	Iteration 17Q: 3 clusters Score -118111.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -118121.835938 Penalty: 738.048828
	Iteration 18Q: 3 clusters Score -118121.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -118134.125000 Penalty: 738.048828
	Iteration 19Q: 3 clusters Score -118134.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -118146.875000 Penalty: 738.048828
	Iteration 20F: 3 clusters Score -118146.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -118159.078125 Penalty: 738.048828
	Iteration 21Q: 3 clusters Score -118159.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -118170.984375 Penalty: 738.048828
	Iteration 22Q: 3 clusters Score -118171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -118177.437500 Penalty: 738.048828
	Iteration 23Q: 3 clusters Score -118177.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -118185.500000 Penalty: 738.048828
	Iteration 24Q: 3 clusters Score -118185.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -118197.195312 Penalty: 738.048828
	Iteration 25Q: 3 clusters Score -118197.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -118214.093750 Penalty: 738.048828
	Iteration 26Q: 3 clusters Score -118214.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -118223.000000 Penalty: 738.048828
	Iteration 27Q: 3 clusters Score -118223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -118224.679688 Penalty: 738.048828
	Iteration 28Q: 3 clusters Score -118224.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -118225.828125 Penalty: 738.048828
	Iteration 29Q: 3 clusters Score -118225.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -118228.445312 Penalty: 738.048828
	Iteration 30Q: 3 clusters Score -118228.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -118231.765625 Penalty: 738.048828
	Iteration 31Q: 3 clusters Score -118231.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -118236.757812 Penalty: 738.048828
	Iteration 32Q: 3 clusters Score -118236.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -118242.882812 Penalty: 738.048828
	Iteration 33Q: 3 clusters Score -118242.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -118247.312500 Penalty: 738.048828
	Iteration 34Q: 3 clusters Score -118247.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -118255.492188 Penalty: 738.048828
	Iteration 35Q: 3 clusters Score -118255.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -118263.296875 Penalty: 738.048828
	Iteration 36Q: 3 clusters Score -118263.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -118267.742188 Penalty: 738.048828
	Iteration 37Q: 3 clusters Score -118267.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -118273.421875 Penalty: 738.048828
	Iteration 38Q: 3 clusters Score -118273.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -118278.960938 Penalty: 738.048828
	Iteration 39Q: 3 clusters Score -118279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -118286.226562 Penalty: 738.048828
	Iteration 40F: 3 clusters Score -118286.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -118292.820312 Penalty: 738.048828
	Iteration 41Q: 3 clusters Score -118292.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -118295.304688 Penalty: 738.048828
	Iteration 42Q: 3 clusters Score -118295.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -118299.804688 Penalty: 738.048828
	Iteration 43Q: 3 clusters Score -118299.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -118303.429688 Penalty: 738.048828
	Iteration 44Q: 3 clusters Score -118303.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -118306.632812 Penalty: 738.048828
	Iteration 45Q: 3 clusters Score -118306.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -118307.960938 Penalty: 738.048828
	Iteration 46Q: 3 clusters Score -118308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -118309.875000 Penalty: 738.048828
	Iteration 47Q: 3 clusters Score -118309.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -118312.929688 Penalty: 738.048828
	Iteration 48Q: 3 clusters Score -118312.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -118319.382812 Penalty: 738.048828
	Iteration 49Q: 3 clusters Score -118319.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -118323.195312 Penalty: 738.048828
	Iteration 50Q: 3 clusters Score -118323.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -118325.531250 Penalty: 738.048828
	Iteration 51Q: 3 clusters Score -118325.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -118330.968750 Penalty: 738.048828
	Iteration 52Q: 3 clusters Score -118331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -118334.335938 Penalty: 738.048828
	Iteration 53Q: 3 clusters Score -118334.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -118336.304688 Penalty: 738.048828
	Iteration 54Q: 3 clusters Score -118336.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -118338.000000 Penalty: 738.048828
	Iteration 55Q: 3 clusters Score -118338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -118339.867188 Penalty: 738.048828
	Iteration 56Q: 3 clusters Score -118339.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -118342.179688 Penalty: 738.048828
	Iteration 57Q: 3 clusters Score -118342.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -118343.312500 Penalty: 738.048828
	Iteration 58Q: 3 clusters Score -118343.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -118344.812500 Penalty: 738.048828
	Iteration 59Q: 3 clusters Score -118344.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -118345.929688 Penalty: 738.048828
	Iteration 60F: 3 clusters Score -118345.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Entering Unmasked Estep 
Score: -282697.468750 Penalty: 406.667358
	Iteration 0F: 2 clusters Score -282697.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -277646.593750 Penalty: 813.334717
	Iteration 0F: 3 clusters Score -277646.6 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -279924.031250 Penalty: 813.334717
	Iteration 1F: 3 clusters Score -279924 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -280518.187500 Penalty: 813.334717
	Iteration 2F: 3 clusters Score -280518.2 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -281123.062500 Penalty: 813.334717
	Iteration 3F: 3 clusters Score -281123.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -281573.812500 Penalty: 813.334717
	Iteration 4F: 3 clusters Score -281573.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -281856.875000 Penalty: 813.334717
	Iteration 5Q: 3 clusters Score -281856.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -282059.156250 Penalty: 813.334717
	Iteration 6Q: 3 clusters Score -282059.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -282242.000000 Penalty: 813.334717
	Iteration 7Q: 3 clusters Score -282242 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -282408.031250 Penalty: 813.334717
	Iteration 8Q: 3 clusters Score -282408 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -282525.437500 Penalty: 813.334717
	Iteration 9Q: 3 clusters Score -282525.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -282573.406250 Penalty: 813.334717
	Iteration 10Q: 3 clusters Score -282573.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -282617.437500 Penalty: 813.334717
	Iteration 11Q: 3 clusters Score -282617.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -282636.218750 Penalty: 813.334717
	Iteration 12Q: 3 clusters Score -282636.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -282645.968750 Penalty: 813.334717
	Iteration 13Q: 3 clusters Score -282646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -282651.781250 Penalty: 813.334717
	Iteration 14Q: 3 clusters Score -282651.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -282653.156250 Penalty: 813.334717
	Iteration 15Q: 3 clusters Score -282653.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -282656.562500 Penalty: 813.334717
	Iteration 16Q: 3 clusters Score -282656.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -282658.437500 Penalty: 813.334717
	Iteration 17Q: 3 clusters Score -282658.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -282660.531250 Penalty: 813.334717
	Iteration 18Q: 3 clusters Score -282660.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -282662.187500 Penalty: 813.334717
	Iteration 19Q: 3 clusters Score -282662.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -282664.062500 Penalty: 813.334717
	Iteration 20F: 3 clusters Score -282664.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -282664.093750 Penalty: 813.334717
	Iteration 21Q: 3 clusters Score -282664.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -282665.750000 Penalty: 813.334717
	Iteration 22Q: 3 clusters Score -282665.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -282666.718750 Penalty: 813.334717
	Iteration 23Q: 3 clusters Score -282666.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -282668.968750 Penalty: 813.334717
	Iteration 24Q: 3 clusters Score -282669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -282669.000000 Penalty: 813.334717
	Iteration 25Q: 3 clusters Score -282669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -282669.343750 Penalty: 813.334717
	Iteration 26Q: 3 clusters Score -282669.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -282669.531250 Penalty: 813.334717
	Iteration 27Q: 3 clusters Score -282669.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -282670.093750 Penalty: 813.334717
	Iteration 28Q: 3 clusters Score -282670.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -282670.687500 Penalty: 813.334717
	Iteration 29Q: 3 clusters Score -282670.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -282670.843750 Penalty: 813.334717
	Iteration 30Q: 3 clusters Score -282670.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -282671.625000 Penalty: 813.334717
	Iteration 31Q: 3 clusters Score -282671.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -282671.375000 Penalty: 813.334717
	Iteration 32Q: 3 clusters Score -282671.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -282671.406250 Penalty: 813.334717
	Iteration 33Q: 3 clusters Score -282671.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -282671.406250 Penalty: 813.334717
	Iteration 34F: 3 clusters Score -282671.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Entering Unmasked Estep 
Score: -432291.031250 Penalty: 425.571869
	Iteration 0F: 2 clusters Score -432291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -424667.937500 Penalty: 851.143738
	Iteration 0F: 3 clusters Score -424667.9 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -427731.531250 Penalty: 851.143738
	Iteration 1F: 3 clusters Score -427731.5 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -428135.375000 Penalty: 851.143738
	Iteration 2F: 3 clusters Score -428135.4 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -428777.531250 Penalty: 851.143738
	Iteration 3F: 3 clusters Score -428777.5 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -429686.468750 Penalty: 851.143738
	Iteration 4F: 3 clusters Score -429686.5 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -430617.062500 Penalty: 851.143738
	Iteration 5F: 3 clusters Score -430617.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -431278.937500 Penalty: 851.143738
	Iteration 6F: 3 clusters Score -431278.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -431600.281250 Penalty: 851.143738
	Iteration 7Q: 3 clusters Score -431600.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -431777.343750 Penalty: 851.143738
	Iteration 8Q: 3 clusters Score -431777.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -431866.531250 Penalty: 851.143738
	Iteration 9Q: 3 clusters Score -431866.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -431910.531250 Penalty: 851.143738
	Iteration 10Q: 3 clusters Score -431910.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -431937.062500 Penalty: 851.143738
	Iteration 11Q: 3 clusters Score -431937.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -431961.750000 Penalty: 851.143738
	Iteration 12Q: 3 clusters Score -431961.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -431975.125000 Penalty: 851.143738
	Iteration 13Q: 3 clusters Score -431975.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -431983.156250 Penalty: 851.143738
	Iteration 14Q: 3 clusters Score -431983.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -431987.218750 Penalty: 851.143738
	Iteration 15Q: 3 clusters Score -431987.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -431989.218750 Penalty: 851.143738
	Iteration 16Q: 3 clusters Score -431989.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -431992.343750 Penalty: 851.143738
	Iteration 17Q: 3 clusters Score -431992.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -431994.687500 Penalty: 851.143738
	Iteration 18Q: 3 clusters Score -431994.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -431998.625000 Penalty: 851.143738
	Iteration 19Q: 3 clusters Score -431998.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -432002.687500 Penalty: 851.143738
	Iteration 20F: 3 clusters Score -432002.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -432004.843750 Penalty: 851.143738
	Iteration 21Q: 3 clusters Score -432004.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -432008.593750 Penalty: 851.143738
	Iteration 22Q: 3 clusters Score -432008.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -432010.875000 Penalty: 851.143738
	Iteration 23Q: 3 clusters Score -432010.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -432011.500000 Penalty: 851.143738
	Iteration 24Q: 3 clusters Score -432011.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -432012.125000 Penalty: 851.143738
	Iteration 25Q: 3 clusters Score -432012.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -432013.156250 Penalty: 851.143738
	Iteration 26Q: 3 clusters Score -432013.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -432013.750000 Penalty: 851.143738
	Iteration 27Q: 3 clusters Score -432013.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -432014.312500 Penalty: 851.143738
	Iteration 28Q: 3 clusters Score -432014.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -432013.906250 Penalty: 851.143738
	Iteration 29Q: 3 clusters Score -432013.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -432014.312500 Penalty: 851.143738
	Iteration 30Q: 3 clusters Score -432014.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -432015.406250 Penalty: 851.143738
	Iteration 31Q: 3 clusters Score -432015.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -432016.218750 Penalty: 851.143738
	Iteration 32Q: 3 clusters Score -432016.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -432015.781250 Penalty: 851.143738
	Iteration 33Q: 3 clusters Score -432015.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -432015.906250 Penalty: 851.143738
	Iteration 34Q: 3 clusters Score -432015.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -432016.062500 Penalty: 851.143738
	Iteration 35Q: 3 clusters Score -432016.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -432015.718750 Penalty: 851.143738
	Iteration 36Q: 3 clusters Score -432015.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -432016.156250 Penalty: 851.143738
	Iteration 37Q: 3 clusters Score -432016.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -432016.156250 Penalty: 851.143738
	Iteration 38F: 3 clusters Score -432016.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Entering Unmasked Estep 
Score: -70391.648438 Penalty: 344.689087
	Iteration 0F: 2 clusters Score -70391.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -68974.257812 Penalty: 689.378174
	Iteration 0F: 3 clusters Score -68974.26 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -69424.289062 Penalty: 689.378174
	Iteration 1F: 3 clusters Score -69424.29 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -69560.734375 Penalty: 689.378174
	Iteration 2F: 3 clusters Score -69560.73 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -69698.390625 Penalty: 689.378174
	Iteration 3F: 3 clusters Score -69698.39 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -69833.304688 Penalty: 689.378174
	Iteration 4F: 3 clusters Score -69833.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -69929.234375 Penalty: 689.378174
	Iteration 5F: 3 clusters Score -69929.23 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -69990.312500 Penalty: 689.378174
	Iteration 6F: 3 clusters Score -69990.31 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -70028.562500 Penalty: 689.378174
	Iteration 7Q: 3 clusters Score -70028.56 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -70062.445312 Penalty: 689.378174
	Iteration 8Q: 3 clusters Score -70062.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -70093.875000 Penalty: 689.378174
	Iteration 9Q: 3 clusters Score -70093.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -70116.218750 Penalty: 689.378174
	Iteration 10Q: 3 clusters Score -70116.22 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -70133.734375 Penalty: 689.378174
	Iteration 11Q: 3 clusters Score -70133.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -70143.531250 Penalty: 689.378174
	Iteration 12Q: 3 clusters Score -70143.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -70151.843750 Penalty: 689.378174
	Iteration 13Q: 3 clusters Score -70151.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -70156.664062 Penalty: 689.378174
	Iteration 14Q: 3 clusters Score -70156.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -70159.953125 Penalty: 689.378174
	Iteration 15Q: 3 clusters Score -70159.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -70161.296875 Penalty: 689.378174
	Iteration 16Q: 3 clusters Score -70161.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -70161.546875 Penalty: 689.378174
	Iteration 17Q: 3 clusters Score -70161.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -70161.835938 Penalty: 689.378174
	Iteration 18Q: 3 clusters Score -70161.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -70162.054688 Penalty: 689.378174
	Iteration 19Q: 3 clusters Score -70162.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -70162.257812 Penalty: 689.378174
	Iteration 20F: 3 clusters Score -70162.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -70162.734375 Penalty: 689.378174
	Iteration 21Q: 3 clusters Score -70162.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -70162.765625 Penalty: 689.378174
	Iteration 22Q: 3 clusters Score -70162.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -70162.843750 Penalty: 689.378174
	Iteration 23Q: 3 clusters Score -70162.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -70162.843750 Penalty: 689.378174
	Iteration 24F: 3 clusters Score -70162.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -79792.960938 Penalty: 349.300629
	Iteration 0F: 2 clusters Score -79792.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -78256.570312 Penalty: 698.601257
	Iteration 0F: 3 clusters Score -78256.57 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -78751.828125 Penalty: 698.601257
	Iteration 1F: 3 clusters Score -78751.83 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -78843.882812 Penalty: 698.601257
	Iteration 2F: 3 clusters Score -78843.88 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -78918.554688 Penalty: 698.601257
	Iteration 3F: 3 clusters Score -78918.55 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -78977.742188 Penalty: 698.601257
	Iteration 4Q: 3 clusters Score -78977.74 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -79042.039062 Penalty: 698.601257
	Iteration 5Q: 3 clusters Score -79042.04 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -79103.609375 Penalty: 698.601257
	Iteration 6Q: 3 clusters Score -79103.61 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -79158.343750 Penalty: 698.601257
	Iteration 7Q: 3 clusters Score -79158.34 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -79229.726562 Penalty: 698.601257
	Iteration 8Q: 3 clusters Score -79229.73 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -79274.304688 Penalty: 698.601257
	Iteration 9Q: 3 clusters Score -79274.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -79292.148438 Penalty: 698.601257
	Iteration 10Q: 3 clusters Score -79292.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -79303.304688 Penalty: 698.601257
	Iteration 11Q: 3 clusters Score -79303.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -79311.664062 Penalty: 698.601257
	Iteration 12Q: 3 clusters Score -79311.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -79325.609375 Penalty: 698.601257
	Iteration 13Q: 3 clusters Score -79325.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -79343.890625 Penalty: 698.601257
	Iteration 14Q: 3 clusters Score -79343.89 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -79368.867188 Penalty: 698.601257
	Iteration 15Q: 3 clusters Score -79368.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -79398.523438 Penalty: 698.601257
	Iteration 16Q: 3 clusters Score -79398.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -79428.398438 Penalty: 698.601257
	Iteration 17Q: 3 clusters Score -79428.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -79450.187500 Penalty: 698.601257
	Iteration 18Q: 3 clusters Score -79450.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -79466.476562 Penalty: 698.601257
	Iteration 19Q: 3 clusters Score -79466.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -79477.437500 Penalty: 698.601257
	Iteration 20F: 3 clusters Score -79477.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -79484.593750 Penalty: 698.601257
	Iteration 21Q: 3 clusters Score -79484.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -79490.789062 Penalty: 698.601257
	Iteration 22Q: 3 clusters Score -79490.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -79499.820312 Penalty: 698.601257
	Iteration 23Q: 3 clusters Score -79499.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -79505.203125 Penalty: 698.601257
	Iteration 24Q: 3 clusters Score -79505.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -79511.835938 Penalty: 698.601257
	Iteration 25Q: 3 clusters Score -79511.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -79519.429688 Penalty: 698.601257
	Iteration 26Q: 3 clusters Score -79519.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -79523.835938 Penalty: 698.601257
	Iteration 27Q: 3 clusters Score -79523.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -79527.054688 Penalty: 698.601257
	Iteration 28Q: 3 clusters Score -79527.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -79530.640625 Penalty: 698.601257
	Iteration 29Q: 3 clusters Score -79530.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -79531.867188 Penalty: 698.601257
	Iteration 30Q: 3 clusters Score -79531.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -79532.820312 Penalty: 698.601257
	Iteration 31Q: 3 clusters Score -79532.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -79533.687500 Penalty: 698.601257
	Iteration 32Q: 3 clusters Score -79533.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -79537.609375 Penalty: 698.601257
	Iteration 33Q: 3 clusters Score -79537.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -79539.609375 Penalty: 698.601257
	Iteration 34Q: 3 clusters Score -79539.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -79540.437500 Penalty: 698.601257
	Iteration 35Q: 3 clusters Score -79540.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -79541.031250 Penalty: 698.601257
	Iteration 36Q: 3 clusters Score -79541.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -79541.531250 Penalty: 698.601257
	Iteration 37Q: 3 clusters Score -79541.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -79541.671875 Penalty: 698.601257
	Iteration 38Q: 3 clusters Score -79541.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -79541.671875 Penalty: 698.601257
	Iteration 39F: 3 clusters Score -79541.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (105972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105972 members 
Entering Unmasked Estep 
Score: -4084284.000000 Penalty: 526.477356
	Iteration 0F: 2 clusters Score -4084284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 52850 members 
Entering Unmasked Estep 
Score: -4012823.250000 Penalty: 1052.954712
	Iteration 0F: 3 clusters Score -4012823 nChanged 51838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58102 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -4044986.750000 Penalty: 1052.954712
	Iteration 1F: 3 clusters Score -4044987 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61949 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -4046921.750000 Penalty: 1052.954712
	Iteration 2Q: 3 clusters Score -4046922 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67451 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -4050416.500000 Penalty: 1052.954712
	Iteration 3F: 3 clusters Score -4050416 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74514 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -4055761.500000 Penalty: 1052.954712
	Iteration 4F: 3 clusters Score -4055762 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82333 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -4062540.250000 Penalty: 1052.954712
	Iteration 5F: 3 clusters Score -4062540 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89807 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -4069522.750000 Penalty: 1052.954712
	Iteration 6F: 3 clusters Score -4069523 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95693 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -4075076.000000 Penalty: 1052.954712
	Iteration 7F: 3 clusters Score -4075076 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99558 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -4078717.750000 Penalty: 1052.954712
	Iteration 8Q: 3 clusters Score -4078718 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101931 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -4080873.750000 Penalty: 1052.954712
	Iteration 9Q: 3 clusters Score -4080874 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103292 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4082055.000000 Penalty: 1052.954712
	Iteration 10Q: 3 clusters Score -4082055 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104115 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4082688.750000 Penalty: 1052.954712
	Iteration 11Q: 3 clusters Score -4082689 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104617 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4083071.750000 Penalty: 1052.954712
	Iteration 12Q: 3 clusters Score -4083072 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104985 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4083328.500000 Penalty: 1052.954712
	Iteration 13Q: 3 clusters Score -4083328 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105249 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4083515.250000 Penalty: 1052.954712
	Iteration 14Q: 3 clusters Score -4083515 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105420 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4083606.250000 Penalty: 1052.954712
	Iteration 15Q: 3 clusters Score -4083606 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105546 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4083685.250000 Penalty: 1052.954712
	Iteration 16Q: 3 clusters Score -4083685 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105621 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4083731.750000 Penalty: 1052.954712
	Iteration 17Q: 3 clusters Score -4083732 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105671 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4083760.000000 Penalty: 1052.954712
	Iteration 18Q: 3 clusters Score -4083760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105707 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4083779.500000 Penalty: 1052.954712
	Iteration 19Q: 3 clusters Score -4083780 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105736 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4083792.750000 Penalty: 1052.954712
	Iteration 20F: 3 clusters Score -4083793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105752 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4083806.500000 Penalty: 1052.954712
	Iteration 21Q: 3 clusters Score -4083806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105769 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4083810.000000 Penalty: 1052.954712
	Iteration 22Q: 3 clusters Score -4083810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105781 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4083821.500000 Penalty: 1052.954712
	Iteration 23Q: 3 clusters Score -4083822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105789 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4083829.250000 Penalty: 1052.954712
	Iteration 24Q: 3 clusters Score -4083829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105795 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4083833.000000 Penalty: 1052.954712
	Iteration 25Q: 3 clusters Score -4083833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105803 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4083840.000000 Penalty: 1052.954712
	Iteration 26Q: 3 clusters Score -4083840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105809 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -4083844.500000 Penalty: 1052.954712
	Iteration 27Q: 3 clusters Score -4083844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105815 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4083849.500000 Penalty: 1052.954712
	Iteration 28Q: 3 clusters Score -4083850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105820 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4083853.750000 Penalty: 1052.954712
	Iteration 29Q: 3 clusters Score -4083854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105820 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4083861.500000 Penalty: 1052.954712
	Iteration 30Q: 3 clusters Score -4083862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105819 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -4083861.000000 Penalty: 1052.954712
	Iteration 31Q: 3 clusters Score -4083861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105819 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -4083864.500000 Penalty: 1052.954712
	Iteration 32Q: 3 clusters Score -4083864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105820 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4083860.500000 Penalty: 1052.954712
	Iteration 33Q: 3 clusters Score -4083860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105819 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -4083861.250000 Penalty: 1052.954712
	Iteration 34Q: 3 clusters Score -4083861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105818 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -4083860.250000 Penalty: 1052.954712
	Iteration 35Q: 3 clusters Score -4083860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105818 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -4083860.250000 Penalty: 1052.954712
	Iteration 36F: 3 clusters Score -4083860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Entering Unmasked Estep 
Score: -29854.353516 Penalty: 307.175110
	Iteration 0F: 2 clusters Score -29854.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -29165.105469 Penalty: 614.350220
	Iteration 0F: 3 clusters Score -29165.11 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -29357.742188 Penalty: 614.350220
	Iteration 1F: 3 clusters Score -29357.74 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -29406.019531 Penalty: 614.350220
	Iteration 2F: 3 clusters Score -29406.02 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -29435.318359 Penalty: 614.350220
	Iteration 3F: 3 clusters Score -29435.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -29457.738281 Penalty: 614.350220
	Iteration 4Q: 3 clusters Score -29457.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -29473.496094 Penalty: 614.350220
	Iteration 5Q: 3 clusters Score -29473.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -29490.611328 Penalty: 614.350220
	Iteration 6Q: 3 clusters Score -29490.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -29505.984375 Penalty: 614.350220
	Iteration 7Q: 3 clusters Score -29505.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -29511.228516 Penalty: 614.350220
	Iteration 8Q: 3 clusters Score -29511.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -29518.351562 Penalty: 614.350220
	Iteration 9Q: 3 clusters Score -29518.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -29524.416016 Penalty: 614.350220
	Iteration 10Q: 3 clusters Score -29524.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -29528.625000 Penalty: 614.350220
	Iteration 11Q: 3 clusters Score -29528.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -29536.011719 Penalty: 614.350220
	Iteration 12Q: 3 clusters Score -29536.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -29542.195312 Penalty: 614.350220
	Iteration 13Q: 3 clusters Score -29542.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -29546.648438 Penalty: 614.350220
	Iteration 14Q: 3 clusters Score -29546.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -29551.195312 Penalty: 614.350220
	Iteration 15Q: 3 clusters Score -29551.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -29556.175781 Penalty: 614.350220
	Iteration 16Q: 3 clusters Score -29556.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -29558.388672 Penalty: 614.350220
	Iteration 17Q: 3 clusters Score -29558.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -29559.156250 Penalty: 614.350220
	Iteration 18Q: 3 clusters Score -29559.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -29562.003906 Penalty: 614.350220
	Iteration 19Q: 3 clusters Score -29562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -29563.273438 Penalty: 614.350220
	Iteration 20F: 3 clusters Score -29563.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -29563.720703 Penalty: 614.350220
	Iteration 21Q: 3 clusters Score -29563.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -29563.720703 Penalty: 614.350220
	Iteration 22F: 3 clusters Score -29563.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Entering Unmasked Estep 
Score: -395444.468750 Penalty: 422.492096
	Iteration 0F: 2 clusters Score -395444.5 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 5382 members 
Entering Unmasked Estep 
Score: -388310.250000 Penalty: 844.984192
	Iteration 0F: 3 clusters Score -388310.2 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -391472.250000 Penalty: 844.984192
	Iteration 1F: 3 clusters Score -391472.2 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -391827.656250 Penalty: 844.984192
	Iteration 2F: 3 clusters Score -391827.7 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -392197.031250 Penalty: 844.984192
	Iteration 3F: 3 clusters Score -392197 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -392617.718750 Penalty: 844.984192
	Iteration 4F: 3 clusters Score -392617.7 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -393095.375000 Penalty: 844.984192
	Iteration 5F: 3 clusters Score -393095.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -393523.968750 Penalty: 844.984192
	Iteration 6F: 3 clusters Score -393524 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -393793.125000 Penalty: 844.984192
	Iteration 7Q: 3 clusters Score -393793.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -393905.281250 Penalty: 844.984192
	Iteration 8Q: 3 clusters Score -393905.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -393960.031250 Penalty: 844.984192
	Iteration 9Q: 3 clusters Score -393960 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -393996.906250 Penalty: 844.984192
	Iteration 10Q: 3 clusters Score -393996.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -394024.906250 Penalty: 844.984192
	Iteration 11Q: 3 clusters Score -394024.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -394041.593750 Penalty: 844.984192
	Iteration 12Q: 3 clusters Score -394041.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -394055.531250 Penalty: 844.984192
	Iteration 13Q: 3 clusters Score -394055.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -394066.468750 Penalty: 844.984192
	Iteration 14Q: 3 clusters Score -394066.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -394074.250000 Penalty: 844.984192
	Iteration 15Q: 3 clusters Score -394074.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -394080.843750 Penalty: 844.984192
	Iteration 16Q: 3 clusters Score -394080.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -394086.250000 Penalty: 844.984192
	Iteration 17Q: 3 clusters Score -394086.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -394091.156250 Penalty: 844.984192
	Iteration 18Q: 3 clusters Score -394091.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -394095.718750 Penalty: 844.984192
	Iteration 19Q: 3 clusters Score -394095.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -394099.500000 Penalty: 844.984192
	Iteration 20F: 3 clusters Score -394099.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -394099.937500 Penalty: 844.984192
	Iteration 21Q: 3 clusters Score -394099.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -394101.031250 Penalty: 844.984192
	Iteration 22Q: 3 clusters Score -394101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -394101.968750 Penalty: 844.984192
	Iteration 23Q: 3 clusters Score -394102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -394102.750000 Penalty: 844.984192
	Iteration 24Q: 3 clusters Score -394102.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -394104.562500 Penalty: 844.984192
	Iteration 25Q: 3 clusters Score -394104.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -394105.218750 Penalty: 844.984192
	Iteration 26Q: 3 clusters Score -394105.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -394104.250000 Penalty: 844.984192
	Iteration 27Q: 3 clusters Score -394104.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -394107.625000 Penalty: 844.984192
	Iteration 28Q: 3 clusters Score -394107.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -394110.062500 Penalty: 844.984192
	Iteration 29Q: 3 clusters Score -394110.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -394112.843750 Penalty: 844.984192
	Iteration 30Q: 3 clusters Score -394112.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -394113.500000 Penalty: 844.984192
	Iteration 31Q: 3 clusters Score -394113.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -394117.562500 Penalty: 844.984192
	Iteration 32Q: 3 clusters Score -394117.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -394119.718750 Penalty: 844.984192
	Iteration 33Q: 3 clusters Score -394119.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -394124.218750 Penalty: 844.984192
	Iteration 34Q: 3 clusters Score -394124.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -394127.218750 Penalty: 844.984192
	Iteration 35Q: 3 clusters Score -394127.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -394128.468750 Penalty: 844.984192
	Iteration 36Q: 3 clusters Score -394128.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -394131.156250 Penalty: 844.984192
	Iteration 37Q: 3 clusters Score -394131.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -394133.468750 Penalty: 844.984192
	Iteration 38Q: 3 clusters Score -394133.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -394136.718750 Penalty: 844.984192
	Iteration 39Q: 3 clusters Score -394136.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -394141.375000 Penalty: 844.984192
	Iteration 40F: 3 clusters Score -394141.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -394148.156250 Penalty: 844.984192
	Iteration 41Q: 3 clusters Score -394148.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -394159.375000 Penalty: 844.984192
	Iteration 42Q: 3 clusters Score -394159.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -394177.281250 Penalty: 844.984192
	Iteration 43Q: 3 clusters Score -394177.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -394198.218750 Penalty: 844.984192
	Iteration 44Q: 3 clusters Score -394198.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -394226.656250 Penalty: 844.984192
	Iteration 45Q: 3 clusters Score -394226.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -394259.125000 Penalty: 844.984192
	Iteration 46Q: 3 clusters Score -394259.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -394303.312500 Penalty: 844.984192
	Iteration 47Q: 3 clusters Score -394303.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -394356.218750 Penalty: 844.984192
	Iteration 48Q: 3 clusters Score -394356.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -394418.718750 Penalty: 844.984192
	Iteration 49Q: 3 clusters Score -394418.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -394480.281250 Penalty: 844.984192
	Iteration 50Q: 3 clusters Score -394480.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -394544.843750 Penalty: 844.984192
	Iteration 51Q: 3 clusters Score -394544.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -394600.937500 Penalty: 844.984192
	Iteration 52Q: 3 clusters Score -394600.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -394648.125000 Penalty: 844.984192
	Iteration 53Q: 3 clusters Score -394648.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -394695.125000 Penalty: 844.984192
	Iteration 54Q: 3 clusters Score -394695.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -394748.718750 Penalty: 844.984192
	Iteration 55Q: 3 clusters Score -394748.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -394805.656250 Penalty: 844.984192
	Iteration 56Q: 3 clusters Score -394805.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -394860.406250 Penalty: 844.984192
	Iteration 57Q: 3 clusters Score -394860.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -394915.000000 Penalty: 844.984192
	Iteration 58Q: 3 clusters Score -394915 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -394963.343750 Penalty: 844.984192
	Iteration 59Q: 3 clusters Score -394963.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -395009.843750 Penalty: 844.984192
	Iteration 60F: 3 clusters Score -395009.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -395060.500000 Penalty: 844.984192
	Iteration 61Q: 3 clusters Score -395060.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -395107.718750 Penalty: 844.984192
	Iteration 62Q: 3 clusters Score -395107.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -395153.812500 Penalty: 844.984192
	Iteration 63Q: 3 clusters Score -395153.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -395196.343750 Penalty: 844.984192
	Iteration 64Q: 3 clusters Score -395196.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -395236.406250 Penalty: 844.984192
	Iteration 65Q: 3 clusters Score -395236.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -395265.312500 Penalty: 844.984192
	Iteration 66Q: 3 clusters Score -395265.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -395282.812500 Penalty: 844.984192
	Iteration 67Q: 3 clusters Score -395282.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -395296.875000 Penalty: 844.984192
	Iteration 68Q: 3 clusters Score -395296.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -395311.875000 Penalty: 844.984192
	Iteration 69Q: 3 clusters Score -395311.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -395324.906250 Penalty: 844.984192
	Iteration 70Q: 3 clusters Score -395324.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -395340.875000 Penalty: 844.984192
	Iteration 71Q: 3 clusters Score -395340.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -395357.062500 Penalty: 844.984192
	Iteration 72Q: 3 clusters Score -395357.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -395371.000000 Penalty: 844.984192
	Iteration 73Q: 3 clusters Score -395371 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -395386.625000 Penalty: 844.984192
	Iteration 74Q: 3 clusters Score -395386.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -395402.031250 Penalty: 844.984192
	Iteration 75Q: 3 clusters Score -395402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -395415.281250 Penalty: 844.984192
	Iteration 76Q: 3 clusters Score -395415.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -395420.031250 Penalty: 844.984192
	Iteration 77Q: 3 clusters Score -395420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -395423.156250 Penalty: 844.984192
	Iteration 78Q: 3 clusters Score -395423.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -395427.062500 Penalty: 844.984192
	Iteration 79Q: 3 clusters Score -395427.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -395428.031250 Penalty: 844.984192
	Iteration 80F: 3 clusters Score -395428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -395429.593750 Penalty: 844.984192
	Iteration 81Q: 3 clusters Score -395429.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -395429.843750 Penalty: 844.984192
	Iteration 82Q: 3 clusters Score -395429.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -395431.968750 Penalty: 844.984192
	Iteration 83Q: 3 clusters Score -395432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -395432.093750 Penalty: 844.984192
	Iteration 84Q: 3 clusters Score -395432.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -395432.875000 Penalty: 844.984192
	Iteration 85Q: 3 clusters Score -395432.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -395432.843750 Penalty: 844.984192
	Iteration 86Q: 3 clusters Score -395432.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -395432.187500 Penalty: 844.984192
	Iteration 87Q: 3 clusters Score -395432.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -395432.000000 Penalty: 844.984192
	Iteration 88Q: 3 clusters Score -395432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -395431.812500 Penalty: 844.984192
	Iteration 89Q: 3 clusters Score -395431.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -395431.812500 Penalty: 844.984192
	Iteration 90F: 3 clusters Score -395431.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Entering Unmasked Estep 
Score: -106573.812500 Penalty: 362.950714
	Iteration 0F: 2 clusters Score -106573.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -104561.656250 Penalty: 725.901428
	Iteration 0F: 3 clusters Score -104561.7 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -105280.859375 Penalty: 725.901428
	Iteration 1F: 3 clusters Score -105280.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -105362.984375 Penalty: 725.901428
	Iteration 2F: 3 clusters Score -105363 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -105412.007812 Penalty: 725.901428
	Iteration 3Q: 3 clusters Score -105412 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -105458.234375 Penalty: 725.901428
	Iteration 4Q: 3 clusters Score -105458.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -105503.125000 Penalty: 725.901428
	Iteration 5Q: 3 clusters Score -105503.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -105557.375000 Penalty: 725.901428
	Iteration 6Q: 3 clusters Score -105557.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -105640.835938 Penalty: 725.901428
	Iteration 7Q: 3 clusters Score -105640.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -105755.414062 Penalty: 725.901428
	Iteration 8F: 3 clusters Score -105755.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -105896.960938 Penalty: 725.901428
	Iteration 9F: 3 clusters Score -105897 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -106058.867188 Penalty: 725.901428
	Iteration 10F: 3 clusters Score -106058.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -106167.429688 Penalty: 725.901428
	Iteration 11Q: 3 clusters Score -106167.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -106236.921875 Penalty: 725.901428
	Iteration 12Q: 3 clusters Score -106236.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -106274.062500 Penalty: 725.901428
	Iteration 13Q: 3 clusters Score -106274.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -106299.367188 Penalty: 725.901428
	Iteration 14Q: 3 clusters Score -106299.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -106332.726562 Penalty: 725.901428
	Iteration 15Q: 3 clusters Score -106332.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -106355.726562 Penalty: 725.901428
	Iteration 16Q: 3 clusters Score -106355.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -106373.687500 Penalty: 725.901428
	Iteration 17Q: 3 clusters Score -106373.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -106393.414062 Penalty: 725.901428
	Iteration 18Q: 3 clusters Score -106393.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -106421.601562 Penalty: 725.901428
	Iteration 19Q: 3 clusters Score -106421.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -106446.164062 Penalty: 725.901428
	Iteration 20F: 3 clusters Score -106446.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -106457.796875 Penalty: 725.901428
	Iteration 21Q: 3 clusters Score -106457.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -106466.382812 Penalty: 725.901428
	Iteration 22Q: 3 clusters Score -106466.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -106473.617188 Penalty: 725.901428
	Iteration 23Q: 3 clusters Score -106473.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -106478.796875 Penalty: 725.901428
	Iteration 24Q: 3 clusters Score -106478.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -106482.046875 Penalty: 725.901428
	Iteration 25Q: 3 clusters Score -106482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -106487.070312 Penalty: 725.901428
	Iteration 26Q: 3 clusters Score -106487.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -106490.781250 Penalty: 725.901428
	Iteration 27Q: 3 clusters Score -106490.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -106492.179688 Penalty: 725.901428
	Iteration 28Q: 3 clusters Score -106492.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -106493.984375 Penalty: 725.901428
	Iteration 29Q: 3 clusters Score -106494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -106496.820312 Penalty: 725.901428
	Iteration 30Q: 3 clusters Score -106496.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -106499.054688 Penalty: 725.901428
	Iteration 31Q: 3 clusters Score -106499.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -106500.304688 Penalty: 725.901428
	Iteration 32Q: 3 clusters Score -106500.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -106501.445312 Penalty: 725.901428
	Iteration 33Q: 3 clusters Score -106501.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -106502.679688 Penalty: 725.901428
	Iteration 34Q: 3 clusters Score -106502.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -106503.734375 Penalty: 725.901428
	Iteration 35Q: 3 clusters Score -106503.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -106503.734375 Penalty: 725.901428
	Iteration 36F: 3 clusters Score -106503.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Entering Unmasked Estep 
Score: -628735.625000 Penalty: 444.133484
	Iteration 0F: 2 clusters Score -628735.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -617199.062500 Penalty: 888.266968
	Iteration 0F: 3 clusters Score -617199.1 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -622210.125000 Penalty: 888.266968
	Iteration 1F: 3 clusters Score -622210.1 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -622622.062500 Penalty: 888.266968
	Iteration 2F: 3 clusters Score -622622.1 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -623092.500000 Penalty: 888.266968
	Iteration 3F: 3 clusters Score -623092.5 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -623572.812500 Penalty: 888.266968
	Iteration 4F: 3 clusters Score -623572.8 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -624061.125000 Penalty: 888.266968
	Iteration 5F: 3 clusters Score -624061.1 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -624620.000000 Penalty: 888.266968
	Iteration 6F: 3 clusters Score -624620 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -625265.625000 Penalty: 888.266968
	Iteration 7Q: 3 clusters Score -625265.6 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -625814.125000 Penalty: 888.266968
	Iteration 8Q: 3 clusters Score -625814.1 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -626130.250000 Penalty: 888.266968
	Iteration 9Q: 3 clusters Score -626130.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -626333.812500 Penalty: 888.266968
	Iteration 10Q: 3 clusters Score -626333.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -626500.000000 Penalty: 888.266968
	Iteration 11Q: 3 clusters Score -626500 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -626693.875000 Penalty: 888.266968
	Iteration 12Q: 3 clusters Score -626693.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -626878.000000 Penalty: 888.266968
	Iteration 13Q: 3 clusters Score -626878 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -627058.187500 Penalty: 888.266968
	Iteration 14Q: 3 clusters Score -627058.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -627219.375000 Penalty: 888.266968
	Iteration 15Q: 3 clusters Score -627219.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -627375.500000 Penalty: 888.266968
	Iteration 16Q: 3 clusters Score -627375.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -627523.875000 Penalty: 888.266968
	Iteration 17Q: 3 clusters Score -627523.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -627667.000000 Penalty: 888.266968
	Iteration 18Q: 3 clusters Score -627667 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -627783.187500 Penalty: 888.266968
	Iteration 19Q: 3 clusters Score -627783.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -627878.375000 Penalty: 888.266968
	Iteration 20F: 3 clusters Score -627878.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -627968.312500 Penalty: 888.266968
	Iteration 21Q: 3 clusters Score -627968.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -628056.062500 Penalty: 888.266968
	Iteration 22Q: 3 clusters Score -628056.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -628132.000000 Penalty: 888.266968
	Iteration 23Q: 3 clusters Score -628132 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -628186.250000 Penalty: 888.266968
	Iteration 24Q: 3 clusters Score -628186.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -628252.562500 Penalty: 888.266968
	Iteration 25Q: 3 clusters Score -628252.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -628307.250000 Penalty: 888.266968
	Iteration 26Q: 3 clusters Score -628307.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -628352.000000 Penalty: 888.266968
	Iteration 27Q: 3 clusters Score -628352 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -628386.125000 Penalty: 888.266968
	Iteration 28Q: 3 clusters Score -628386.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -628406.937500 Penalty: 888.266968
	Iteration 29Q: 3 clusters Score -628406.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -628420.687500 Penalty: 888.266968
	Iteration 30Q: 3 clusters Score -628420.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -628434.625000 Penalty: 888.266968
	Iteration 31Q: 3 clusters Score -628434.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -628445.250000 Penalty: 888.266968
	Iteration 32Q: 3 clusters Score -628445.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -628459.500000 Penalty: 888.266968
	Iteration 33Q: 3 clusters Score -628459.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -628468.625000 Penalty: 888.266968
	Iteration 34Q: 3 clusters Score -628468.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -628474.250000 Penalty: 888.266968
	Iteration 35Q: 3 clusters Score -628474.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -628476.312500 Penalty: 888.266968
	Iteration 36Q: 3 clusters Score -628476.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -628477.812500 Penalty: 888.266968
	Iteration 37Q: 3 clusters Score -628477.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -628477.812500 Penalty: 888.266968
	Iteration 38F: 3 clusters Score -628477.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Entering Unmasked Estep 
Score: -529831.187500 Penalty: 436.963684
	Iteration 0F: 2 clusters Score -529831.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -519907.500000 Penalty: 873.927368
	Iteration 0F: 3 clusters Score -519907.5 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -524327.500000 Penalty: 873.927368
	Iteration 1F: 3 clusters Score -524327.5 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -524778.500000 Penalty: 873.927368
	Iteration 2F: 3 clusters Score -524778.5 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -525348.000000 Penalty: 873.927368
	Iteration 3F: 3 clusters Score -525348 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -526164.250000 Penalty: 873.927368
	Iteration 4F: 3 clusters Score -526164.2 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -527088.812500 Penalty: 873.927368
	Iteration 5F: 3 clusters Score -527088.8 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -527886.375000 Penalty: 873.927368
	Iteration 6F: 3 clusters Score -527886.4 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -528517.750000 Penalty: 873.927368
	Iteration 7F: 3 clusters Score -528517.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -529005.000000 Penalty: 873.927368
	Iteration 8Q: 3 clusters Score -529005 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -529337.937500 Penalty: 873.927368
	Iteration 9Q: 3 clusters Score -529337.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -529569.562500 Penalty: 873.927368
	Iteration 10Q: 3 clusters Score -529569.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -529728.937500 Penalty: 873.927368
	Iteration 11Q: 3 clusters Score -529728.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -529836.562500 Penalty: 873.927368
	Iteration 12Q: 3 clusters Score -529836.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -529887.437500 Penalty: 873.927368
	Iteration 13Q: 3 clusters Score -529887.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -529909.937500 Penalty: 873.927368
	Iteration 14Q: 3 clusters Score -529909.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -529918.125000 Penalty: 873.927368
	Iteration 15Q: 3 clusters Score -529918.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -529928.437500 Penalty: 873.927368
	Iteration 16Q: 3 clusters Score -529928.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -529934.500000 Penalty: 873.927368
	Iteration 17Q: 3 clusters Score -529934.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -529938.562500 Penalty: 873.927368
	Iteration 18Q: 3 clusters Score -529938.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -529943.375000 Penalty: 873.927368
	Iteration 19Q: 3 clusters Score -529943.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -529950.125000 Penalty: 873.927368
	Iteration 20F: 3 clusters Score -529950.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -529953.125000 Penalty: 873.927368
	Iteration 21Q: 3 clusters Score -529953.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -529954.437500 Penalty: 873.927368
	Iteration 22Q: 3 clusters Score -529954.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -529955.062500 Penalty: 873.927368
	Iteration 23Q: 3 clusters Score -529955.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -529956.375000 Penalty: 873.927368
	Iteration 24Q: 3 clusters Score -529956.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -529957.625000 Penalty: 873.927368
	Iteration 25Q: 3 clusters Score -529957.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -529957.000000 Penalty: 873.927368
	Iteration 26Q: 3 clusters Score -529957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -529958.312500 Penalty: 873.927368
	Iteration 27Q: 3 clusters Score -529958.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -529957.562500 Penalty: 873.927368
	Iteration 28Q: 3 clusters Score -529957.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -529959.812500 Penalty: 873.927368
	Iteration 29Q: 3 clusters Score -529959.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -529961.500000 Penalty: 873.927368
	Iteration 30Q: 3 clusters Score -529961.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -529962.875000 Penalty: 873.927368
	Iteration 31Q: 3 clusters Score -529962.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -529963.875000 Penalty: 873.927368
	Iteration 32Q: 3 clusters Score -529963.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -529964.625000 Penalty: 873.927368
	Iteration 33Q: 3 clusters Score -529964.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -529964.875000 Penalty: 873.927368
	Iteration 34Q: 3 clusters Score -529964.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -529964.875000 Penalty: 873.927368
	Iteration 35F: 3 clusters Score -529964.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 550655 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478882 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4464 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10781 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17347 members 
Mstep: Class 22 contains 1167 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14783 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21642 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 9978 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Mstep: Class 42 contains 13651 members 
Entering Unmasked Estep 
Score: -50376672.000000 Penalty: 27027.978516
Splitting cluster 22 changes total score from -50376728.000000 to -50376672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (3251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Entering Unmasked Estep 
Score: -118740.265625 Penalty: 367.945648
	Iteration 0F: 2 clusters Score -118740.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -116549.171875 Penalty: 735.891296
	Iteration 0F: 3 clusters Score -116549.2 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -117336.156250 Penalty: 735.891296
	Iteration 1F: 3 clusters Score -117336.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -117436.765625 Penalty: 735.891296
	Iteration 2F: 3 clusters Score -117436.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -117565.976562 Penalty: 735.891296
	Iteration 3F: 3 clusters Score -117566 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -117679.390625 Penalty: 735.891296
	Iteration 4Q: 3 clusters Score -117679.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -117805.335938 Penalty: 735.891296
	Iteration 5Q: 3 clusters Score -117805.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -117899.703125 Penalty: 735.891296
	Iteration 6Q: 3 clusters Score -117899.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -117987.382812 Penalty: 735.891296
	Iteration 7Q: 3 clusters Score -117987.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -118035.976562 Penalty: 735.891296
	Iteration 8Q: 3 clusters Score -118036 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -118078.898438 Penalty: 735.891296
	Iteration 9Q: 3 clusters Score -118078.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -118124.125000 Penalty: 735.891296
	Iteration 10Q: 3 clusters Score -118124.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -118159.468750 Penalty: 735.891296
	Iteration 11Q: 3 clusters Score -118159.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -118187.429688 Penalty: 735.891296
	Iteration 12Q: 3 clusters Score -118187.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -118207.398438 Penalty: 735.891296
	Iteration 13Q: 3 clusters Score -118207.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -118225.101562 Penalty: 735.891296
	Iteration 14Q: 3 clusters Score -118225.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -118235.851562 Penalty: 735.891296
	Iteration 15Q: 3 clusters Score -118235.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -118243.179688 Penalty: 735.891296
	Iteration 16Q: 3 clusters Score -118243.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -118248.882812 Penalty: 735.891296
	Iteration 17Q: 3 clusters Score -118248.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -118254.164062 Penalty: 735.891296
	Iteration 18Q: 3 clusters Score -118254.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -118260.789062 Penalty: 735.891296
	Iteration 19Q: 3 clusters Score -118260.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -118264.929688 Penalty: 735.891296
	Iteration 20F: 3 clusters Score -118264.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -118268.140625 Penalty: 735.891296
	Iteration 21Q: 3 clusters Score -118268.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -118271.242188 Penalty: 735.891296
	Iteration 22Q: 3 clusters Score -118271.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -118273.101562 Penalty: 735.891296
	Iteration 23Q: 3 clusters Score -118273.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -118274.523438 Penalty: 735.891296
	Iteration 24Q: 3 clusters Score -118274.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -118275.359375 Penalty: 735.891296
	Iteration 25Q: 3 clusters Score -118275.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -118276.414062 Penalty: 735.891296
	Iteration 26Q: 3 clusters Score -118276.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -118277.812500 Penalty: 735.891296
	Iteration 27Q: 3 clusters Score -118277.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -118278.812500 Penalty: 735.891296
	Iteration 28Q: 3 clusters Score -118278.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -118279.625000 Penalty: 735.891296
	Iteration 29Q: 3 clusters Score -118279.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -118280.437500 Penalty: 735.891296
	Iteration 30Q: 3 clusters Score -118280.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -118281.359375 Penalty: 735.891296
	Iteration 31Q: 3 clusters Score -118281.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -118283.101562 Penalty: 735.891296
	Iteration 32Q: 3 clusters Score -118283.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -118284.882812 Penalty: 735.891296
	Iteration 33Q: 3 clusters Score -118284.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -118286.695312 Penalty: 735.891296
	Iteration 34Q: 3 clusters Score -118286.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -118288.382812 Penalty: 735.891296
	Iteration 35Q: 3 clusters Score -118288.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -118292.414062 Penalty: 735.891296
	Iteration 36Q: 3 clusters Score -118292.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -118298.531250 Penalty: 735.891296
	Iteration 37Q: 3 clusters Score -118298.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -118304.507812 Penalty: 735.891296
	Iteration 38Q: 3 clusters Score -118304.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -118309.953125 Penalty: 735.891296
	Iteration 39Q: 3 clusters Score -118310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -118314.148438 Penalty: 735.891296
	Iteration 40F: 3 clusters Score -118314.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -118319.992188 Penalty: 735.891296
	Iteration 41Q: 3 clusters Score -118320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -118326.406250 Penalty: 735.891296
	Iteration 42Q: 3 clusters Score -118326.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -118333.570312 Penalty: 735.891296
	Iteration 43Q: 3 clusters Score -118333.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -118338.875000 Penalty: 735.891296
	Iteration 44Q: 3 clusters Score -118338.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -118342.718750 Penalty: 735.891296
	Iteration 45Q: 3 clusters Score -118342.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -118347.750000 Penalty: 735.891296
	Iteration 46Q: 3 clusters Score -118347.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -118349.828125 Penalty: 735.891296
	Iteration 47Q: 3 clusters Score -118349.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -118351.468750 Penalty: 735.891296
	Iteration 48Q: 3 clusters Score -118351.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -118353.890625 Penalty: 735.891296
	Iteration 49Q: 3 clusters Score -118353.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -118357.250000 Penalty: 735.891296
	Iteration 50Q: 3 clusters Score -118357.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -118361.320312 Penalty: 735.891296
	Iteration 51Q: 3 clusters Score -118361.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -118362.914062 Penalty: 735.891296
	Iteration 52Q: 3 clusters Score -118362.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -118364.617188 Penalty: 735.891296
	Iteration 53Q: 3 clusters Score -118364.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -118365.843750 Penalty: 735.891296
	Iteration 54Q: 3 clusters Score -118365.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -118366.226562 Penalty: 735.891296
	Iteration 55Q: 3 clusters Score -118366.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -118367.460938 Penalty: 735.891296
	Iteration 56Q: 3 clusters Score -118367.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -118369.492188 Penalty: 735.891296
	Iteration 57Q: 3 clusters Score -118369.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -118371.289062 Penalty: 735.891296
	Iteration 58Q: 3 clusters Score -118371.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -118374.406250 Penalty: 735.891296
	Iteration 59Q: 3 clusters Score -118374.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -118375.882812 Penalty: 735.891296
	Iteration 60F: 3 clusters Score -118375.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -118378.796875 Penalty: 735.891296
	Iteration 61Q: 3 clusters Score -118378.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -118380.906250 Penalty: 735.891296
	Iteration 62Q: 3 clusters Score -118380.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -118383.914062 Penalty: 735.891296
	Iteration 63Q: 3 clusters Score -118383.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -118387.234375 Penalty: 735.891296
	Iteration 64Q: 3 clusters Score -118387.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -118392.062500 Penalty: 735.891296
	Iteration 65Q: 3 clusters Score -118392.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -118397.914062 Penalty: 735.891296
	Iteration 66Q: 3 clusters Score -118397.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -118402.476562 Penalty: 735.891296
	Iteration 67Q: 3 clusters Score -118402.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -118404.671875 Penalty: 735.891296
	Iteration 68Q: 3 clusters Score -118404.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -118405.250000 Penalty: 735.891296
	Iteration 69Q: 3 clusters Score -118405.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -118405.453125 Penalty: 735.891296
	Iteration 70Q: 3 clusters Score -118405.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -118405.992188 Penalty: 735.891296
	Iteration 71Q: 3 clusters Score -118406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -118406.765625 Penalty: 735.891296
	Iteration 72Q: 3 clusters Score -118406.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -118407.726562 Penalty: 735.891296
	Iteration 73Q: 3 clusters Score -118407.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -118408.351562 Penalty: 735.891296
	Iteration 74Q: 3 clusters Score -118408.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -118409.148438 Penalty: 735.891296
	Iteration 75Q: 3 clusters Score -118409.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -118411.187500 Penalty: 735.891296
	Iteration 76Q: 3 clusters Score -118411.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -118413.085938 Penalty: 735.891296
	Iteration 77Q: 3 clusters Score -118413.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -118414.601562 Penalty: 735.891296
	Iteration 78Q: 3 clusters Score -118414.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -118415.289062 Penalty: 735.891296
	Iteration 79Q: 3 clusters Score -118415.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -118416.656250 Penalty: 735.891296
	Iteration 80F: 3 clusters Score -118416.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -118417.289062 Penalty: 735.891296
	Iteration 81Q: 3 clusters Score -118417.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -118420.070312 Penalty: 735.891296
	Iteration 82Q: 3 clusters Score -118420.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -118422.218750 Penalty: 735.891296
	Iteration 83Q: 3 clusters Score -118422.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -118424.789062 Penalty: 735.891296
	Iteration 84Q: 3 clusters Score -118424.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -118427.492188 Penalty: 735.891296
	Iteration 85Q: 3 clusters Score -118427.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -118431.046875 Penalty: 735.891296
	Iteration 86Q: 3 clusters Score -118431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -118434.679688 Penalty: 735.891296
	Iteration 87Q: 3 clusters Score -118434.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -118437.914062 Penalty: 735.891296
	Iteration 88Q: 3 clusters Score -118437.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -118440.679688 Penalty: 735.891296
	Iteration 89Q: 3 clusters Score -118440.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -118442.812500 Penalty: 735.891296
	Iteration 90Q: 3 clusters Score -118442.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -118445.109375 Penalty: 735.891296
	Iteration 91Q: 3 clusters Score -118445.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -118446.617188 Penalty: 735.891296
	Iteration 92Q: 3 clusters Score -118446.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -118448.109375 Penalty: 735.891296
	Iteration 93Q: 3 clusters Score -118448.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -118449.882812 Penalty: 735.891296
	Iteration 94Q: 3 clusters Score -118449.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -118450.523438 Penalty: 735.891296
	Iteration 95Q: 3 clusters Score -118450.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -118451.828125 Penalty: 735.891296
	Iteration 96Q: 3 clusters Score -118451.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -118452.359375 Penalty: 735.891296
	Iteration 97Q: 3 clusters Score -118452.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -118452.789062 Penalty: 735.891296
	Iteration 98Q: 3 clusters Score -118452.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -118453.726562 Penalty: 735.891296
	Iteration 99Q: 3 clusters Score -118453.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -118454.093750 Penalty: 735.891296
	Iteration 100F: 3 clusters Score -118454.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -118454.468750 Penalty: 735.891296
	Iteration 101Q: 3 clusters Score -118454.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -118454.804688 Penalty: 735.891296
	Iteration 102Q: 3 clusters Score -118454.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -118454.804688 Penalty: 735.891296
	Iteration 103F: 3 clusters Score -118454.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Entering Unmasked Estep 
Score: -130727.726562 Penalty: 374.284729
	Iteration 0F: 2 clusters Score -130727.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -128203.117188 Penalty: 748.569458
	Iteration 0F: 3 clusters Score -128203.1 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -129137.078125 Penalty: 748.569458
	Iteration 1F: 3 clusters Score -129137.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -129308.875000 Penalty: 748.569458
	Iteration 2F: 3 clusters Score -129308.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -129508.421875 Penalty: 748.569458
	Iteration 3F: 3 clusters Score -129508.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -129720.109375 Penalty: 748.569458
	Iteration 4F: 3 clusters Score -129720.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -129892.914062 Penalty: 748.569458
	Iteration 5F: 3 clusters Score -129892.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -130008.218750 Penalty: 748.569458
	Iteration 6F: 3 clusters Score -130008.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -130063.125000 Penalty: 748.569458
	Iteration 7Q: 3 clusters Score -130063.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -130097.476562 Penalty: 748.569458
	Iteration 8Q: 3 clusters Score -130097.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -130123.546875 Penalty: 748.569458
	Iteration 9Q: 3 clusters Score -130123.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -130146.078125 Penalty: 748.569458
	Iteration 10Q: 3 clusters Score -130146.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -130168.789062 Penalty: 748.569458
	Iteration 11Q: 3 clusters Score -130168.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -130186.460938 Penalty: 748.569458
	Iteration 12Q: 3 clusters Score -130186.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -130203.203125 Penalty: 748.569458
	Iteration 13Q: 3 clusters Score -130203.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -130224.101562 Penalty: 748.569458
	Iteration 14Q: 3 clusters Score -130224.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -130246.601562 Penalty: 748.569458
	Iteration 15Q: 3 clusters Score -130246.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -130266.195312 Penalty: 748.569458
	Iteration 16Q: 3 clusters Score -130266.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -130288.585938 Penalty: 748.569458
	Iteration 17Q: 3 clusters Score -130288.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -130305.109375 Penalty: 748.569458
	Iteration 18Q: 3 clusters Score -130305.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -130319.500000 Penalty: 748.569458
	Iteration 19Q: 3 clusters Score -130319.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -130331.781250 Penalty: 748.569458
	Iteration 20F: 3 clusters Score -130331.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -130342.234375 Penalty: 748.569458
	Iteration 21Q: 3 clusters Score -130342.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -130349.789062 Penalty: 748.569458
	Iteration 22Q: 3 clusters Score -130349.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -130354.515625 Penalty: 748.569458
	Iteration 23Q: 3 clusters Score -130354.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -130359.101562 Penalty: 748.569458
	Iteration 24Q: 3 clusters Score -130359.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -130361.375000 Penalty: 748.569458
	Iteration 25Q: 3 clusters Score -130361.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -130365.218750 Penalty: 748.569458
	Iteration 26Q: 3 clusters Score -130365.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -130368.335938 Penalty: 748.569458
	Iteration 27Q: 3 clusters Score -130368.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -130372.000000 Penalty: 748.569458
	Iteration 28Q: 3 clusters Score -130372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -130375.265625 Penalty: 748.569458
	Iteration 29Q: 3 clusters Score -130375.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -130379.648438 Penalty: 748.569458
	Iteration 30Q: 3 clusters Score -130379.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -130382.710938 Penalty: 748.569458
	Iteration 31Q: 3 clusters Score -130382.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -130385.484375 Penalty: 748.569458
	Iteration 32Q: 3 clusters Score -130385.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -130391.507812 Penalty: 748.569458
	Iteration 33Q: 3 clusters Score -130391.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -130398.351562 Penalty: 748.569458
	Iteration 34Q: 3 clusters Score -130398.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -130404.062500 Penalty: 748.569458
	Iteration 35Q: 3 clusters Score -130404.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -130409.921875 Penalty: 748.569458
	Iteration 36Q: 3 clusters Score -130409.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -130415.484375 Penalty: 748.569458
	Iteration 37Q: 3 clusters Score -130415.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -130420.414062 Penalty: 748.569458
	Iteration 38Q: 3 clusters Score -130420.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -130422.390625 Penalty: 748.569458
	Iteration 39Q: 3 clusters Score -130422.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -130423.984375 Penalty: 748.569458
	Iteration 40F: 3 clusters Score -130424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -130424.882812 Penalty: 748.569458
	Iteration 41Q: 3 clusters Score -130424.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -130425.609375 Penalty: 748.569458
	Iteration 42Q: 3 clusters Score -130425.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -130425.609375 Penalty: 748.569458
	Iteration 43F: 3 clusters Score -130425.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -26942.541016 Penalty: 302.587708
	Iteration 0F: 2 clusters Score -26942.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -26299.687500 Penalty: 605.175415
	Iteration 0F: 3 clusters Score -26299.69 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -26547.265625 Penalty: 605.175415
	Iteration 1F: 3 clusters Score -26547.27 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -26606.298828 Penalty: 605.175415
	Iteration 2F: 3 clusters Score -26606.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -26630.556641 Penalty: 605.175415
	Iteration 3Q: 3 clusters Score -26630.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -26662.478516 Penalty: 605.175415
	Iteration 4Q: 3 clusters Score -26662.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -26692.708984 Penalty: 605.175415
	Iteration 5Q: 3 clusters Score -26692.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -26711.980469 Penalty: 605.175415
	Iteration 6Q: 3 clusters Score -26711.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -26739.279297 Penalty: 605.175415
	Iteration 7Q: 3 clusters Score -26739.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -26747.232422 Penalty: 605.175415
	Iteration 8Q: 3 clusters Score -26747.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -26754.462891 Penalty: 605.175415
	Iteration 9Q: 3 clusters Score -26754.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -26759.250000 Penalty: 605.175415
	Iteration 10Q: 3 clusters Score -26759.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -26760.585938 Penalty: 605.175415
	Iteration 11Q: 3 clusters Score -26760.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -26761.535156 Penalty: 605.175415
	Iteration 12Q: 3 clusters Score -26761.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -26762.886719 Penalty: 605.175415
	Iteration 13Q: 3 clusters Score -26762.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -26763.382812 Penalty: 605.175415
	Iteration 14Q: 3 clusters Score -26763.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -26764.507812 Penalty: 605.175415
	Iteration 15Q: 3 clusters Score -26764.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -26764.671875 Penalty: 605.175415
	Iteration 16Q: 3 clusters Score -26764.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -26764.859375 Penalty: 605.175415
	Iteration 17Q: 3 clusters Score -26764.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -26764.859375 Penalty: 605.175415
	Iteration 18F: 3 clusters Score -26764.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Entering Unmasked Estep 
Score: -288663.031250 Penalty: 407.319977
	Iteration 0F: 2 clusters Score -288663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -283470.687500 Penalty: 814.639954
	Iteration 0F: 3 clusters Score -283470.7 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -285762.750000 Penalty: 814.639954
	Iteration 1F: 3 clusters Score -285762.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -286098.687500 Penalty: 814.639954
	Iteration 2F: 3 clusters Score -286098.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -286422.812500 Penalty: 814.639954
	Iteration 3F: 3 clusters Score -286422.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -286756.406250 Penalty: 814.639954
	Iteration 4F: 3 clusters Score -286756.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -287065.312500 Penalty: 814.639954
	Iteration 5Q: 3 clusters Score -287065.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -287320.781250 Penalty: 814.639954
	Iteration 6Q: 3 clusters Score -287320.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -287482.906250 Penalty: 814.639954
	Iteration 7Q: 3 clusters Score -287482.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -287584.718750 Penalty: 814.639954
	Iteration 8Q: 3 clusters Score -287584.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -287662.406250 Penalty: 814.639954
	Iteration 9Q: 3 clusters Score -287662.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -287744.875000 Penalty: 814.639954
	Iteration 10Q: 3 clusters Score -287744.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -287827.562500 Penalty: 814.639954
	Iteration 11Q: 3 clusters Score -287827.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -287905.562500 Penalty: 814.639954
	Iteration 12Q: 3 clusters Score -287905.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -288006.062500 Penalty: 814.639954
	Iteration 13Q: 3 clusters Score -288006.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -288080.437500 Penalty: 814.639954
	Iteration 14Q: 3 clusters Score -288080.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -288135.375000 Penalty: 814.639954
	Iteration 15Q: 3 clusters Score -288135.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -288194.437500 Penalty: 814.639954
	Iteration 16Q: 3 clusters Score -288194.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -288244.406250 Penalty: 814.639954
	Iteration 17Q: 3 clusters Score -288244.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -288273.843750 Penalty: 814.639954
	Iteration 18Q: 3 clusters Score -288273.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -288294.750000 Penalty: 814.639954
	Iteration 19Q: 3 clusters Score -288294.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -288308.250000 Penalty: 814.639954
	Iteration 20F: 3 clusters Score -288308.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -288318.187500 Penalty: 814.639954
	Iteration 21Q: 3 clusters Score -288318.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -288328.187500 Penalty: 814.639954
	Iteration 22Q: 3 clusters Score -288328.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -288335.343750 Penalty: 814.639954
	Iteration 23Q: 3 clusters Score -288335.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -288336.781250 Penalty: 814.639954
	Iteration 24Q: 3 clusters Score -288336.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -288338.593750 Penalty: 814.639954
	Iteration 25Q: 3 clusters Score -288338.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -288340.093750 Penalty: 814.639954
	Iteration 26Q: 3 clusters Score -288340.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -288341.031250 Penalty: 814.639954
	Iteration 27Q: 3 clusters Score -288341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -288341.812500 Penalty: 814.639954
	Iteration 28Q: 3 clusters Score -288341.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -288344.531250 Penalty: 814.639954
	Iteration 29Q: 3 clusters Score -288344.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -288345.093750 Penalty: 814.639954
	Iteration 30Q: 3 clusters Score -288345.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -288346.187500 Penalty: 814.639954
	Iteration 31Q: 3 clusters Score -288346.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -288347.218750 Penalty: 814.639954
	Iteration 32Q: 3 clusters Score -288347.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -288346.812500 Penalty: 814.639954
	Iteration 33Q: 3 clusters Score -288346.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -288347.687500 Penalty: 814.639954
	Iteration 34Q: 3 clusters Score -288347.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -288348.156250 Penalty: 814.639954
	Iteration 35Q: 3 clusters Score -288348.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -288348.156250 Penalty: 814.639954
	Iteration 36F: 3 clusters Score -288348.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (70 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Entering Unmasked Estep 
Score: -1592.388916 Penalty: 193.306534
	Iteration 0F: 2 clusters Score -1592.389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1429.276855 Penalty: 386.613068
	Iteration 0F: 3 clusters Score -1429.277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1452.024780 Penalty: 386.613068
	Iteration 1F: 3 clusters Score -1452.025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1453.406372 Penalty: 386.613068
	Iteration 2Q: 3 clusters Score -1453.406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1453.406372 Penalty: 386.613068
	Iteration 3F: 3 clusters Score -1453.406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Entering Unmasked Estep 
Score: -576954.062500 Penalty: 436.856110
	Iteration 0F: 2 clusters Score -576954.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -567055.625000 Penalty: 873.712219
	Iteration 0F: 3 clusters Score -567055.6 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -571441.437500 Penalty: 873.712219
	Iteration 1F: 3 clusters Score -571441.4 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -572091.625000 Penalty: 873.712219
	Iteration 2F: 3 clusters Score -572091.6 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -573074.875000 Penalty: 873.712219
	Iteration 3F: 3 clusters Score -573074.9 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -574387.500000 Penalty: 873.712219
	Iteration 4F: 3 clusters Score -574387.5 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -575562.500000 Penalty: 873.712219
	Iteration 5F: 3 clusters Score -575562.5 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -576206.937500 Penalty: 873.712219
	Iteration 6Q: 3 clusters Score -576206.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -576449.750000 Penalty: 873.712219
	Iteration 7Q: 3 clusters Score -576449.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -576520.625000 Penalty: 873.712219
	Iteration 8Q: 3 clusters Score -576520.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -576554.187500 Penalty: 873.712219
	Iteration 9Q: 3 clusters Score -576554.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -576573.875000 Penalty: 873.712219
	Iteration 10Q: 3 clusters Score -576573.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -576588.750000 Penalty: 873.712219
	Iteration 11Q: 3 clusters Score -576588.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -576593.687500 Penalty: 873.712219
	Iteration 12Q: 3 clusters Score -576593.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -576593.687500 Penalty: 873.712219
	Iteration 13F: 3 clusters Score -576593.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Entering Unmasked Estep 
Score: -189882.953125 Penalty: 390.975006
	Iteration 0F: 2 clusters Score -189883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -186283.765625 Penalty: 781.950012
	Iteration 0F: 3 clusters Score -186283.8 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -187596.859375 Penalty: 781.950012
	Iteration 1F: 3 clusters Score -187596.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -187766.687500 Penalty: 781.950012
	Iteration 2F: 3 clusters Score -187766.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -188007.468750 Penalty: 781.950012
	Iteration 3F: 3 clusters Score -188007.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -188374.937500 Penalty: 781.950012
	Iteration 4F: 3 clusters Score -188374.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -188763.968750 Penalty: 781.950012
	Iteration 5F: 3 clusters Score -188764 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -189174.390625 Penalty: 781.950012
	Iteration 6F: 3 clusters Score -189174.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -189422.812500 Penalty: 781.950012
	Iteration 7F: 3 clusters Score -189422.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -189567.015625 Penalty: 781.950012
	Iteration 8Q: 3 clusters Score -189567 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -189646.656250 Penalty: 781.950012
	Iteration 9Q: 3 clusters Score -189646.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -189686.921875 Penalty: 781.950012
	Iteration 10Q: 3 clusters Score -189686.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -189709.015625 Penalty: 781.950012
	Iteration 11Q: 3 clusters Score -189709 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -189729.218750 Penalty: 781.950012
	Iteration 12Q: 3 clusters Score -189729.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -189741.531250 Penalty: 781.950012
	Iteration 13Q: 3 clusters Score -189741.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -189747.328125 Penalty: 781.950012
	Iteration 14Q: 3 clusters Score -189747.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -189753.203125 Penalty: 781.950012
	Iteration 15Q: 3 clusters Score -189753.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -189758.218750 Penalty: 781.950012
	Iteration 16Q: 3 clusters Score -189758.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -189761.515625 Penalty: 781.950012
	Iteration 17Q: 3 clusters Score -189761.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -189764.937500 Penalty: 781.950012
	Iteration 18Q: 3 clusters Score -189764.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -189766.984375 Penalty: 781.950012
	Iteration 19Q: 3 clusters Score -189767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -189769.984375 Penalty: 781.950012
	Iteration 20F: 3 clusters Score -189770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -189772.187500 Penalty: 781.950012
	Iteration 21Q: 3 clusters Score -189772.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -189774.937500 Penalty: 781.950012
	Iteration 22Q: 3 clusters Score -189774.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -189776.140625 Penalty: 781.950012
	Iteration 23Q: 3 clusters Score -189776.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -189776.921875 Penalty: 781.950012
	Iteration 24Q: 3 clusters Score -189776.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -189777.703125 Penalty: 781.950012
	Iteration 25Q: 3 clusters Score -189777.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -189778.328125 Penalty: 781.950012
	Iteration 26Q: 3 clusters Score -189778.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -189778.609375 Penalty: 781.950012
	Iteration 27Q: 3 clusters Score -189778.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -189778.812500 Penalty: 781.950012
	Iteration 28Q: 3 clusters Score -189778.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -189779.281250 Penalty: 781.950012
	Iteration 29Q: 3 clusters Score -189779.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -189779.546875 Penalty: 781.950012
	Iteration 30Q: 3 clusters Score -189779.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -189779.250000 Penalty: 781.950012
	Iteration 31Q: 3 clusters Score -189779.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -189779.250000 Penalty: 781.950012
	Iteration 32F: 3 clusters Score -189779.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Entering Unmasked Estep 
Score: -60387.324219 Penalty: 337.499908
	Iteration 0F: 2 clusters Score -60387.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -59124.535156 Penalty: 674.999817
	Iteration 0F: 3 clusters Score -59124.54 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -59555.554688 Penalty: 674.999817
	Iteration 1F: 3 clusters Score -59555.55 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -59628.125000 Penalty: 674.999817
	Iteration 2F: 3 clusters Score -59628.12 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -59675.773438 Penalty: 674.999817
	Iteration 3F: 3 clusters Score -59675.77 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -59714.085938 Penalty: 674.999817
	Iteration 4Q: 3 clusters Score -59714.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -59749.253906 Penalty: 674.999817
	Iteration 5Q: 3 clusters Score -59749.25 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -59785.410156 Penalty: 674.999817
	Iteration 6Q: 3 clusters Score -59785.41 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -59832.656250 Penalty: 674.999817
	Iteration 7Q: 3 clusters Score -59832.66 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59880.210938 Penalty: 674.999817
	Iteration 8Q: 3 clusters Score -59880.21 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59929.851562 Penalty: 674.999817
	Iteration 9Q: 3 clusters Score -59929.85 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59980.250000 Penalty: 674.999817
	Iteration 10Q: 3 clusters Score -59980.25 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60029.324219 Penalty: 674.999817
	Iteration 11Q: 3 clusters Score -60029.32 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -60073.652344 Penalty: 674.999817
	Iteration 12Q: 3 clusters Score -60073.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -60101.656250 Penalty: 674.999817
	Iteration 13Q: 3 clusters Score -60101.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -60116.964844 Penalty: 674.999817
	Iteration 14Q: 3 clusters Score -60116.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -60123.218750 Penalty: 674.999817
	Iteration 15Q: 3 clusters Score -60123.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -60129.128906 Penalty: 674.999817
	Iteration 16Q: 3 clusters Score -60129.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -60136.218750 Penalty: 674.999817
	Iteration 17Q: 3 clusters Score -60136.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -60141.277344 Penalty: 674.999817
	Iteration 18Q: 3 clusters Score -60141.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -60143.031250 Penalty: 674.999817
	Iteration 19Q: 3 clusters Score -60143.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -60143.609375 Penalty: 674.999817
	Iteration 20F: 3 clusters Score -60143.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -60144.472656 Penalty: 674.999817
	Iteration 21Q: 3 clusters Score -60144.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -60144.472656 Penalty: 674.999817
	Iteration 22F: 3 clusters Score -60144.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -41727.472656 Penalty: 322.255951
	Iteration 0F: 2 clusters Score -41727.47 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 583 members 
Entering Unmasked Estep 
Score: -40774.730469 Penalty: 644.511902
	Iteration 0F: 3 clusters Score -40774.73 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -41049.132812 Penalty: 644.511902
	Iteration 1F: 3 clusters Score -41049.13 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -41098.867188 Penalty: 644.511902
	Iteration 2F: 3 clusters Score -41098.87 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -41135.464844 Penalty: 644.511902
	Iteration 3Q: 3 clusters Score -41135.46 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -41175.128906 Penalty: 644.511902
	Iteration 4F: 3 clusters Score -41175.13 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -41214.355469 Penalty: 644.511902
	Iteration 5Q: 3 clusters Score -41214.36 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -41255.839844 Penalty: 644.511902
	Iteration 6F: 3 clusters Score -41255.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -41284.980469 Penalty: 644.511902
	Iteration 7Q: 3 clusters Score -41284.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -41312.175781 Penalty: 644.511902
	Iteration 8Q: 3 clusters Score -41312.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -41328.894531 Penalty: 644.511902
	Iteration 9Q: 3 clusters Score -41328.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -41347.804688 Penalty: 644.511902
	Iteration 10Q: 3 clusters Score -41347.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -41368.500000 Penalty: 644.511902
	Iteration 11Q: 3 clusters Score -41368.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -41396.207031 Penalty: 644.511902
	Iteration 12Q: 3 clusters Score -41396.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41410.679688 Penalty: 644.511902
	Iteration 13Q: 3 clusters Score -41410.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41418.316406 Penalty: 644.511902
	Iteration 14Q: 3 clusters Score -41418.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41424.683594 Penalty: 644.511902
	Iteration 15Q: 3 clusters Score -41424.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41431.628906 Penalty: 644.511902
	Iteration 16Q: 3 clusters Score -41431.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41435.234375 Penalty: 644.511902
	Iteration 17Q: 3 clusters Score -41435.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41438.078125 Penalty: 644.511902
	Iteration 18Q: 3 clusters Score -41438.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41439.835938 Penalty: 644.511902
	Iteration 19Q: 3 clusters Score -41439.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41439.835938 Penalty: 644.511902
	Iteration 20F: 3 clusters Score -41439.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Entering Unmasked Estep 
Score: -466595.906250 Penalty: 429.970825
	Iteration 0F: 2 clusters Score -466595.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -458112.000000 Penalty: 859.941650
	Iteration 0F: 3 clusters Score -458112 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -461595.656250 Penalty: 859.941650
	Iteration 1F: 3 clusters Score -461595.7 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -461899.531250 Penalty: 859.941650
	Iteration 2F: 3 clusters Score -461899.5 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -462242.750000 Penalty: 859.941650
	Iteration 3F: 3 clusters Score -462242.8 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -462612.406250 Penalty: 859.941650
	Iteration 4F: 3 clusters Score -462612.4 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -462992.500000 Penalty: 859.941650
	Iteration 5F: 3 clusters Score -462992.5 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -463407.750000 Penalty: 859.941650
	Iteration 6F: 3 clusters Score -463407.8 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -463901.218750 Penalty: 859.941650
	Iteration 7F: 3 clusters Score -463901.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -464380.468750 Penalty: 859.941650
	Iteration 8Q: 3 clusters Score -464380.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -464820.468750 Penalty: 859.941650
	Iteration 9Q: 3 clusters Score -464820.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -465268.562500 Penalty: 859.941650
	Iteration 10Q: 3 clusters Score -465268.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -465639.812500 Penalty: 859.941650
	Iteration 11Q: 3 clusters Score -465639.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -465883.062500 Penalty: 859.941650
	Iteration 12Q: 3 clusters Score -465883.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -466004.375000 Penalty: 859.941650
	Iteration 13Q: 3 clusters Score -466004.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -466073.656250 Penalty: 859.941650
	Iteration 14Q: 3 clusters Score -466073.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -466128.750000 Penalty: 859.941650
	Iteration 15Q: 3 clusters Score -466128.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -466154.875000 Penalty: 859.941650
	Iteration 16Q: 3 clusters Score -466154.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -466171.406250 Penalty: 859.941650
	Iteration 17Q: 3 clusters Score -466171.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -466187.625000 Penalty: 859.941650
	Iteration 18Q: 3 clusters Score -466187.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -466196.375000 Penalty: 859.941650
	Iteration 19Q: 3 clusters Score -466196.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -466204.562500 Penalty: 859.941650
	Iteration 20F: 3 clusters Score -466204.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -466210.968750 Penalty: 859.941650
	Iteration 21Q: 3 clusters Score -466211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -466215.031250 Penalty: 859.941650
	Iteration 22Q: 3 clusters Score -466215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -466216.750000 Penalty: 859.941650
	Iteration 23Q: 3 clusters Score -466216.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -466217.562500 Penalty: 859.941650
	Iteration 24Q: 3 clusters Score -466217.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -466217.750000 Penalty: 859.941650
	Iteration 25Q: 3 clusters Score -466217.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -466221.468750 Penalty: 859.941650
	Iteration 26Q: 3 clusters Score -466221.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -466224.562500 Penalty: 859.941650
	Iteration 27Q: 3 clusters Score -466224.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -466227.625000 Penalty: 859.941650
	Iteration 28Q: 3 clusters Score -466227.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -466227.687500 Penalty: 859.941650
	Iteration 29Q: 3 clusters Score -466227.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -466229.218750 Penalty: 859.941650
	Iteration 30Q: 3 clusters Score -466229.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -466229.562500 Penalty: 859.941650
	Iteration 31Q: 3 clusters Score -466229.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -466229.375000 Penalty: 859.941650
	Iteration 32Q: 3 clusters Score -466229.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -466228.750000 Penalty: 859.941650
	Iteration 33Q: 3 clusters Score -466228.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -466229.375000 Penalty: 859.941650
	Iteration 34Q: 3 clusters Score -466229.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -466229.250000 Penalty: 859.941650
	Iteration 35Q: 3 clusters Score -466229.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -466228.187500 Penalty: 859.941650
	Iteration 36Q: 3 clusters Score -466228.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -466230.156250 Penalty: 859.941650
	Iteration 37Q: 3 clusters Score -466230.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -466230.437500 Penalty: 859.941650
	Iteration 38Q: 3 clusters Score -466230.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -466231.218750 Penalty: 859.941650
	Iteration 39Q: 3 clusters Score -466231.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -466230.656250 Penalty: 859.941650
	Iteration 40F: 3 clusters Score -466230.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -466232.375000 Penalty: 859.941650
	Iteration 41Q: 3 clusters Score -466232.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -466233.218750 Penalty: 859.941650
	Iteration 42Q: 3 clusters Score -466233.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -466233.906250 Penalty: 859.941650
	Iteration 43Q: 3 clusters Score -466233.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -466235.000000 Penalty: 859.941650
	Iteration 44Q: 3 clusters Score -466235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -466235.812500 Penalty: 859.941650
	Iteration 45Q: 3 clusters Score -466235.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -466236.218750 Penalty: 859.941650
	Iteration 46Q: 3 clusters Score -466236.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -466237.000000 Penalty: 859.941650
	Iteration 47Q: 3 clusters Score -466237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -466237.625000 Penalty: 859.941650
	Iteration 48Q: 3 clusters Score -466237.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -466238.875000 Penalty: 859.941650
	Iteration 49Q: 3 clusters Score -466238.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -466240.187500 Penalty: 859.941650
	Iteration 50Q: 3 clusters Score -466240.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -466241.218750 Penalty: 859.941650
	Iteration 51Q: 3 clusters Score -466241.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -466241.312500 Penalty: 859.941650
	Iteration 52Q: 3 clusters Score -466241.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -466242.031250 Penalty: 859.941650
	Iteration 53Q: 3 clusters Score -466242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -466243.031250 Penalty: 859.941650
	Iteration 54Q: 3 clusters Score -466243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -466243.218750 Penalty: 859.941650
	Iteration 55Q: 3 clusters Score -466243.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -466243.625000 Penalty: 859.941650
	Iteration 56Q: 3 clusters Score -466243.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -466242.750000 Penalty: 859.941650
	Iteration 57Q: 3 clusters Score -466242.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -466242.750000 Penalty: 859.941650
	Iteration 58F: 3 clusters Score -466242.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Entering Unmasked Estep 
Score: -267998.156250 Penalty: 405.591003
	Iteration 0F: 2 clusters Score -267998.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -262998.468750 Penalty: 811.182007
	Iteration 0F: 3 clusters Score -262998.5 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -264906.750000 Penalty: 811.182007
	Iteration 1F: 3 clusters Score -264906.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -265130.937500 Penalty: 811.182007
	Iteration 2F: 3 clusters Score -265130.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -265432.343750 Penalty: 811.182007
	Iteration 3F: 3 clusters Score -265432.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -265776.062500 Penalty: 811.182007
	Iteration 4F: 3 clusters Score -265776.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -266104.031250 Penalty: 811.182007
	Iteration 5F: 3 clusters Score -266104 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -266383.187500 Penalty: 811.182007
	Iteration 6F: 3 clusters Score -266383.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -266613.781250 Penalty: 811.182007
	Iteration 7F: 3 clusters Score -266613.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -266786.687500 Penalty: 811.182007
	Iteration 8Q: 3 clusters Score -266786.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -266952.937500 Penalty: 811.182007
	Iteration 9Q: 3 clusters Score -266952.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -267122.500000 Penalty: 811.182007
	Iteration 10Q: 3 clusters Score -267122.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -267265.812500 Penalty: 811.182007
	Iteration 11Q: 3 clusters Score -267265.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -267388.250000 Penalty: 811.182007
	Iteration 12Q: 3 clusters Score -267388.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -267474.937500 Penalty: 811.182007
	Iteration 13Q: 3 clusters Score -267474.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -267529.218750 Penalty: 811.182007
	Iteration 14Q: 3 clusters Score -267529.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -267562.281250 Penalty: 811.182007
	Iteration 15Q: 3 clusters Score -267562.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -267586.437500 Penalty: 811.182007
	Iteration 16Q: 3 clusters Score -267586.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -267603.781250 Penalty: 811.182007
	Iteration 17Q: 3 clusters Score -267603.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -267617.656250 Penalty: 811.182007
	Iteration 18Q: 3 clusters Score -267617.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -267628.000000 Penalty: 811.182007
	Iteration 19Q: 3 clusters Score -267628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -267639.031250 Penalty: 811.182007
	Iteration 20F: 3 clusters Score -267639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -267646.656250 Penalty: 811.182007
	Iteration 21Q: 3 clusters Score -267646.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -267655.093750 Penalty: 811.182007
	Iteration 22Q: 3 clusters Score -267655.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -267658.812500 Penalty: 811.182007
	Iteration 23Q: 3 clusters Score -267658.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -267661.437500 Penalty: 811.182007
	Iteration 24Q: 3 clusters Score -267661.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -267665.906250 Penalty: 811.182007
	Iteration 25Q: 3 clusters Score -267665.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -267670.312500 Penalty: 811.182007
	Iteration 26Q: 3 clusters Score -267670.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -267671.125000 Penalty: 811.182007
	Iteration 27Q: 3 clusters Score -267671.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -267671.468750 Penalty: 811.182007
	Iteration 28Q: 3 clusters Score -267671.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -267671.468750 Penalty: 811.182007
	Iteration 29F: 3 clusters Score -267671.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Entering Unmasked Estep 
Score: -54427.562500 Penalty: 336.309387
	Iteration 0F: 2 clusters Score -54427.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -53258.910156 Penalty: 672.618774
	Iteration 0F: 3 clusters Score -53258.91 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -53786.933594 Penalty: 672.618774
	Iteration 1F: 3 clusters Score -53786.93 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -53955.968750 Penalty: 672.618774
	Iteration 2F: 3 clusters Score -53955.97 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -54059.003906 Penalty: 672.618774
	Iteration 3F: 3 clusters Score -54059 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -54123.882812 Penalty: 672.618774
	Iteration 4Q: 3 clusters Score -54123.88 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -54162.507812 Penalty: 672.618774
	Iteration 5Q: 3 clusters Score -54162.51 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -54193.148438 Penalty: 672.618774
	Iteration 6Q: 3 clusters Score -54193.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -54219.972656 Penalty: 672.618774
	Iteration 7Q: 3 clusters Score -54219.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -54231.519531 Penalty: 672.618774
	Iteration 8Q: 3 clusters Score -54231.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -54235.644531 Penalty: 672.618774
	Iteration 9Q: 3 clusters Score -54235.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -54237.765625 Penalty: 672.618774
	Iteration 10Q: 3 clusters Score -54237.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -54240.855469 Penalty: 672.618774
	Iteration 11Q: 3 clusters Score -54240.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -54241.664062 Penalty: 672.618774
	Iteration 12Q: 3 clusters Score -54241.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -54242.074219 Penalty: 672.618774
	Iteration 13Q: 3 clusters Score -54242.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -54242.171875 Penalty: 672.618774
	Iteration 14Q: 3 clusters Score -54242.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -54242.171875 Penalty: 672.618774
	Iteration 15F: 3 clusters Score -54242.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Entering Unmasked Estep 
Score: -153686.984375 Penalty: 379.392914
	Iteration 0F: 2 clusters Score -153687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -150776.000000 Penalty: 758.785828
	Iteration 0F: 3 clusters Score -150776 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -151886.718750 Penalty: 758.785828
	Iteration 1F: 3 clusters Score -151886.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -152041.468750 Penalty: 758.785828
	Iteration 2F: 3 clusters Score -152041.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -152211.015625 Penalty: 758.785828
	Iteration 3F: 3 clusters Score -152211 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -152364.953125 Penalty: 758.785828
	Iteration 4F: 3 clusters Score -152365 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -152504.812500 Penalty: 758.785828
	Iteration 5F: 3 clusters Score -152504.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -152629.390625 Penalty: 758.785828
	Iteration 6F: 3 clusters Score -152629.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -152735.343750 Penalty: 758.785828
	Iteration 7Q: 3 clusters Score -152735.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -152829.718750 Penalty: 758.785828
	Iteration 8Q: 3 clusters Score -152829.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -152914.390625 Penalty: 758.785828
	Iteration 9Q: 3 clusters Score -152914.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -153002.843750 Penalty: 758.785828
	Iteration 10Q: 3 clusters Score -153002.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -153109.296875 Penalty: 758.785828
	Iteration 11Q: 3 clusters Score -153109.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -153207.906250 Penalty: 758.785828
	Iteration 12Q: 3 clusters Score -153207.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -153264.062500 Penalty: 758.785828
	Iteration 13Q: 3 clusters Score -153264.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -153284.796875 Penalty: 758.785828
	Iteration 14Q: 3 clusters Score -153284.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -153292.875000 Penalty: 758.785828
	Iteration 15Q: 3 clusters Score -153292.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -153307.359375 Penalty: 758.785828
	Iteration 16Q: 3 clusters Score -153307.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -153320.828125 Penalty: 758.785828
	Iteration 17Q: 3 clusters Score -153320.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -153328.140625 Penalty: 758.785828
	Iteration 18Q: 3 clusters Score -153328.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -153331.453125 Penalty: 758.785828
	Iteration 19Q: 3 clusters Score -153331.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -153333.234375 Penalty: 758.785828
	Iteration 20F: 3 clusters Score -153333.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -153335.953125 Penalty: 758.785828
	Iteration 21Q: 3 clusters Score -153336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -153338.359375 Penalty: 758.785828
	Iteration 22Q: 3 clusters Score -153338.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -153340.859375 Penalty: 758.785828
	Iteration 23Q: 3 clusters Score -153340.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -153346.046875 Penalty: 758.785828
	Iteration 24Q: 3 clusters Score -153346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -153349.656250 Penalty: 758.785828
	Iteration 25Q: 3 clusters Score -153349.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -153352.328125 Penalty: 758.785828
	Iteration 26Q: 3 clusters Score -153352.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -153354.859375 Penalty: 758.785828
	Iteration 27Q: 3 clusters Score -153354.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -153356.531250 Penalty: 758.785828
	Iteration 28Q: 3 clusters Score -153356.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -153357.703125 Penalty: 758.785828
	Iteration 29Q: 3 clusters Score -153357.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -153358.828125 Penalty: 758.785828
	Iteration 30Q: 3 clusters Score -153358.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -153360.406250 Penalty: 758.785828
	Iteration 31Q: 3 clusters Score -153360.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -153362.312500 Penalty: 758.785828
	Iteration 32Q: 3 clusters Score -153362.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -153363.265625 Penalty: 758.785828
	Iteration 33Q: 3 clusters Score -153363.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -153364.890625 Penalty: 758.785828
	Iteration 34Q: 3 clusters Score -153364.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -153364.968750 Penalty: 758.785828
	Iteration 35Q: 3 clusters Score -153365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -153364.968750 Penalty: 758.785828
	Iteration 36F: 3 clusters Score -153365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Entering Unmasked Estep 
Score: -810202.437500 Penalty: 454.198792
	Iteration 0F: 2 clusters Score -810202.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -795786.500000 Penalty: 908.397583
	Iteration 0F: 3 clusters Score -795786.5 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -802321.625000 Penalty: 908.397583
	Iteration 1F: 3 clusters Score -802321.6 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -802979.687500 Penalty: 908.397583
	Iteration 2F: 3 clusters Score -802979.7 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -803864.000000 Penalty: 908.397583
	Iteration 3F: 3 clusters Score -803864 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -804939.500000 Penalty: 908.397583
	Iteration 4F: 3 clusters Score -804939.5 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -806178.875000 Penalty: 908.397583
	Iteration 5F: 3 clusters Score -806178.9 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -807200.062500 Penalty: 908.397583
	Iteration 6F: 3 clusters Score -807200.1 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -807838.562500 Penalty: 908.397583
	Iteration 7Q: 3 clusters Score -807838.6 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -808259.875000 Penalty: 908.397583
	Iteration 8Q: 3 clusters Score -808259.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -808552.062500 Penalty: 908.397583
	Iteration 9Q: 3 clusters Score -808552.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -808810.375000 Penalty: 908.397583
	Iteration 10Q: 3 clusters Score -808810.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -809024.375000 Penalty: 908.397583
	Iteration 11Q: 3 clusters Score -809024.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -809239.750000 Penalty: 908.397583
	Iteration 12Q: 3 clusters Score -809239.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -809395.187500 Penalty: 908.397583
	Iteration 13Q: 3 clusters Score -809395.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -809506.500000 Penalty: 908.397583
	Iteration 14Q: 3 clusters Score -809506.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -809588.562500 Penalty: 908.397583
	Iteration 15Q: 3 clusters Score -809588.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -809648.000000 Penalty: 908.397583
	Iteration 16Q: 3 clusters Score -809648 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -809688.437500 Penalty: 908.397583
	Iteration 17Q: 3 clusters Score -809688.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -809722.437500 Penalty: 908.397583
	Iteration 18Q: 3 clusters Score -809722.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -809743.875000 Penalty: 908.397583
	Iteration 19Q: 3 clusters Score -809743.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -809764.062500 Penalty: 908.397583
	Iteration 20F: 3 clusters Score -809764.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -809775.250000 Penalty: 908.397583
	Iteration 21Q: 3 clusters Score -809775.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -809779.562500 Penalty: 908.397583
	Iteration 22Q: 3 clusters Score -809779.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -809784.062500 Penalty: 908.397583
	Iteration 23Q: 3 clusters Score -809784.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -809793.937500 Penalty: 908.397583
	Iteration 24Q: 3 clusters Score -809793.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -809805.750000 Penalty: 908.397583
	Iteration 25Q: 3 clusters Score -809805.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -809813.437500 Penalty: 908.397583
	Iteration 26Q: 3 clusters Score -809813.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -809817.437500 Penalty: 908.397583
	Iteration 27Q: 3 clusters Score -809817.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -809818.375000 Penalty: 908.397583
	Iteration 28Q: 3 clusters Score -809818.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -809818.312500 Penalty: 908.397583
	Iteration 29Q: 3 clusters Score -809818.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -809818.312500 Penalty: 908.397583
	Iteration 30F: 3 clusters Score -809818.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (10034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Entering Unmasked Estep 
Score: -368470.406250 Penalty: 419.224915
	Iteration 0F: 2 clusters Score -368470.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -361877.343750 Penalty: 838.449829
	Iteration 0F: 3 clusters Score -361877.3 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -364657.687500 Penalty: 838.449829
	Iteration 1F: 3 clusters Score -364657.7 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -365177.812500 Penalty: 838.449829
	Iteration 2F: 3 clusters Score -365177.8 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -365860.843750 Penalty: 838.449829
	Iteration 3F: 3 clusters Score -365860.8 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -366501.593750 Penalty: 838.449829
	Iteration 4F: 3 clusters Score -366501.6 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -366962.656250 Penalty: 838.449829
	Iteration 5F: 3 clusters Score -366962.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -367251.718750 Penalty: 838.449829
	Iteration 6Q: 3 clusters Score -367251.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -367497.906250 Penalty: 838.449829
	Iteration 7Q: 3 clusters Score -367497.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -367673.062500 Penalty: 838.449829
	Iteration 8Q: 3 clusters Score -367673.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -367824.062500 Penalty: 838.449829
	Iteration 9Q: 3 clusters Score -367824.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -367948.593750 Penalty: 838.449829
	Iteration 10Q: 3 clusters Score -367948.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -368040.375000 Penalty: 838.449829
	Iteration 11Q: 3 clusters Score -368040.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -368104.468750 Penalty: 838.449829
	Iteration 12Q: 3 clusters Score -368104.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -368155.656250 Penalty: 838.449829
	Iteration 13Q: 3 clusters Score -368155.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -368185.187500 Penalty: 838.449829
	Iteration 14Q: 3 clusters Score -368185.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -368202.468750 Penalty: 838.449829
	Iteration 15Q: 3 clusters Score -368202.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -368213.187500 Penalty: 838.449829
	Iteration 16Q: 3 clusters Score -368213.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -368223.156250 Penalty: 838.449829
	Iteration 17Q: 3 clusters Score -368223.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -368231.312500 Penalty: 838.449829
	Iteration 18Q: 3 clusters Score -368231.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -368238.093750 Penalty: 838.449829
	Iteration 19Q: 3 clusters Score -368238.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -368242.937500 Penalty: 838.449829
	Iteration 20F: 3 clusters Score -368242.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -368247.875000 Penalty: 838.449829
	Iteration 21Q: 3 clusters Score -368247.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -368249.968750 Penalty: 838.449829
	Iteration 22Q: 3 clusters Score -368250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -368252.000000 Penalty: 838.449829
	Iteration 23Q: 3 clusters Score -368252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -368253.312500 Penalty: 838.449829
	Iteration 24Q: 3 clusters Score -368253.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -368253.906250 Penalty: 838.449829
	Iteration 25Q: 3 clusters Score -368253.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -368254.562500 Penalty: 838.449829
	Iteration 26Q: 3 clusters Score -368254.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -368254.125000 Penalty: 838.449829
	Iteration 27Q: 3 clusters Score -368254.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -368255.406250 Penalty: 838.449829
	Iteration 28Q: 3 clusters Score -368255.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -368256.500000 Penalty: 838.449829
	Iteration 29Q: 3 clusters Score -368256.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -368257.218750 Penalty: 838.449829
	Iteration 30Q: 3 clusters Score -368257.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -368260.500000 Penalty: 838.449829
	Iteration 31Q: 3 clusters Score -368260.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -368262.843750 Penalty: 838.449829
	Iteration 32Q: 3 clusters Score -368262.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -368264.125000 Penalty: 838.449829
	Iteration 33Q: 3 clusters Score -368264.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -368264.531250 Penalty: 838.449829
	Iteration 34Q: 3 clusters Score -368264.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -368264.781250 Penalty: 838.449829
	Iteration 35Q: 3 clusters Score -368264.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -368266.343750 Penalty: 838.449829
	Iteration 36Q: 3 clusters Score -368266.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -368266.781250 Penalty: 838.449829
	Iteration 37Q: 3 clusters Score -368266.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -368267.437500 Penalty: 838.449829
	Iteration 38Q: 3 clusters Score -368267.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -368267.812500 Penalty: 838.449829
	Iteration 39Q: 3 clusters Score -368267.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -368268.687500 Penalty: 838.449829
	Iteration 40F: 3 clusters Score -368268.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -368271.375000 Penalty: 838.449829
	Iteration 41Q: 3 clusters Score -368271.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -368272.312500 Penalty: 838.449829
	Iteration 42Q: 3 clusters Score -368272.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -368273.718750 Penalty: 838.449829
	Iteration 43Q: 3 clusters Score -368273.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -368274.062500 Penalty: 838.449829
	Iteration 44Q: 3 clusters Score -368274.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -368274.062500 Penalty: 838.449829
	Iteration 45F: 3 clusters Score -368274.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Entering Unmasked Estep 
Score: -351650.593750 Penalty: 418.970245
	Iteration 0F: 2 clusters Score -351650.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -344933.687500 Penalty: 837.940491
	Iteration 0F: 3 clusters Score -344933.7 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -347933.312500 Penalty: 837.940491
	Iteration 1F: 3 clusters Score -347933.3 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -348579.218750 Penalty: 837.940491
	Iteration 2F: 3 clusters Score -348579.2 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -349343.250000 Penalty: 837.940491
	Iteration 3F: 3 clusters Score -349343.2 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -350031.781250 Penalty: 837.940491
	Iteration 4F: 3 clusters Score -350031.8 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -350481.062500 Penalty: 837.940491
	Iteration 5F: 3 clusters Score -350481.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -350727.156250 Penalty: 837.940491
	Iteration 6Q: 3 clusters Score -350727.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -350898.406250 Penalty: 837.940491
	Iteration 7Q: 3 clusters Score -350898.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -351059.562500 Penalty: 837.940491
	Iteration 8Q: 3 clusters Score -351059.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -351162.593750 Penalty: 837.940491
	Iteration 9Q: 3 clusters Score -351162.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -351244.468750 Penalty: 837.940491
	Iteration 10Q: 3 clusters Score -351244.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -351309.187500 Penalty: 837.940491
	Iteration 11Q: 3 clusters Score -351309.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -351353.468750 Penalty: 837.940491
	Iteration 12Q: 3 clusters Score -351353.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -351379.781250 Penalty: 837.940491
	Iteration 13Q: 3 clusters Score -351379.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -351395.687500 Penalty: 837.940491
	Iteration 14Q: 3 clusters Score -351395.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -351411.250000 Penalty: 837.940491
	Iteration 15Q: 3 clusters Score -351411.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -351419.937500 Penalty: 837.940491
	Iteration 16Q: 3 clusters Score -351419.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -351426.375000 Penalty: 837.940491
	Iteration 17Q: 3 clusters Score -351426.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -351434.156250 Penalty: 837.940491
	Iteration 18Q: 3 clusters Score -351434.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -351439.718750 Penalty: 837.940491
	Iteration 19Q: 3 clusters Score -351439.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -351442.843750 Penalty: 837.940491
	Iteration 20F: 3 clusters Score -351442.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -351445.687500 Penalty: 837.940491
	Iteration 21Q: 3 clusters Score -351445.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -351447.843750 Penalty: 837.940491
	Iteration 22Q: 3 clusters Score -351447.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -351449.281250 Penalty: 837.940491
	Iteration 23Q: 3 clusters Score -351449.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -351452.375000 Penalty: 837.940491
	Iteration 24Q: 3 clusters Score -351452.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -351454.312500 Penalty: 837.940491
	Iteration 25Q: 3 clusters Score -351454.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -351455.906250 Penalty: 837.940491
	Iteration 26Q: 3 clusters Score -351455.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -351455.625000 Penalty: 837.940491
	Iteration 27Q: 3 clusters Score -351455.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -351457.656250 Penalty: 837.940491
	Iteration 28Q: 3 clusters Score -351457.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -351458.156250 Penalty: 837.940491
	Iteration 29Q: 3 clusters Score -351458.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -351458.218750 Penalty: 837.940491
	Iteration 30Q: 3 clusters Score -351458.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -351459.562500 Penalty: 837.940491
	Iteration 31Q: 3 clusters Score -351459.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -351460.906250 Penalty: 837.940491
	Iteration 32Q: 3 clusters Score -351460.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -351462.562500 Penalty: 837.940491
	Iteration 33Q: 3 clusters Score -351462.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -351465.968750 Penalty: 837.940491
	Iteration 34Q: 3 clusters Score -351466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -351467.812500 Penalty: 837.940491
	Iteration 35Q: 3 clusters Score -351467.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -351470.968750 Penalty: 837.940491
	Iteration 36Q: 3 clusters Score -351471 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -351473.468750 Penalty: 837.940491
	Iteration 37Q: 3 clusters Score -351473.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -351477.718750 Penalty: 837.940491
	Iteration 38Q: 3 clusters Score -351477.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -351481.250000 Penalty: 837.940491
	Iteration 39Q: 3 clusters Score -351481.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -351487.906250 Penalty: 837.940491
	Iteration 40F: 3 clusters Score -351487.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -351492.687500 Penalty: 837.940491
	Iteration 41Q: 3 clusters Score -351492.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -351499.500000 Penalty: 837.940491
	Iteration 42Q: 3 clusters Score -351499.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -351506.218750 Penalty: 837.940491
	Iteration 43Q: 3 clusters Score -351506.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -351511.656250 Penalty: 837.940491
	Iteration 44Q: 3 clusters Score -351511.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -351519.281250 Penalty: 837.940491
	Iteration 45Q: 3 clusters Score -351519.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -351527.562500 Penalty: 837.940491
	Iteration 46Q: 3 clusters Score -351527.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -351536.375000 Penalty: 837.940491
	Iteration 47Q: 3 clusters Score -351536.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -351546.125000 Penalty: 837.940491
	Iteration 48Q: 3 clusters Score -351546.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -351554.375000 Penalty: 837.940491
	Iteration 49Q: 3 clusters Score -351554.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -351565.562500 Penalty: 837.940491
	Iteration 50Q: 3 clusters Score -351565.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -351576.156250 Penalty: 837.940491
	Iteration 51Q: 3 clusters Score -351576.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -351587.718750 Penalty: 837.940491
	Iteration 52Q: 3 clusters Score -351587.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -351600.781250 Penalty: 837.940491
	Iteration 53Q: 3 clusters Score -351600.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -351615.281250 Penalty: 837.940491
	Iteration 54Q: 3 clusters Score -351615.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -351631.093750 Penalty: 837.940491
	Iteration 55Q: 3 clusters Score -351631.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -351643.250000 Penalty: 837.940491
	Iteration 56Q: 3 clusters Score -351643.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -351651.468750 Penalty: 837.940491
	Iteration 57Q: 3 clusters Score -351651.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -351663.312500 Penalty: 837.940491
	Iteration 58Q: 3 clusters Score -351663.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -351672.843750 Penalty: 837.940491
	Iteration 59Q: 3 clusters Score -351672.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -351677.218750 Penalty: 837.940491
	Iteration 60F: 3 clusters Score -351677.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -351681.687500 Penalty: 837.940491
	Iteration 61Q: 3 clusters Score -351681.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -351686.125000 Penalty: 837.940491
	Iteration 62Q: 3 clusters Score -351686.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -351688.781250 Penalty: 837.940491
	Iteration 63Q: 3 clusters Score -351688.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -351693.000000 Penalty: 837.940491
	Iteration 64Q: 3 clusters Score -351693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -351694.218750 Penalty: 837.940491
	Iteration 65Q: 3 clusters Score -351694.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -351694.843750 Penalty: 837.940491
	Iteration 66Q: 3 clusters Score -351694.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -351695.062500 Penalty: 837.940491
	Iteration 67Q: 3 clusters Score -351695.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -351695.843750 Penalty: 837.940491
	Iteration 68Q: 3 clusters Score -351695.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -351696.093750 Penalty: 837.940491
	Iteration 69Q: 3 clusters Score -351696.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -351695.687500 Penalty: 837.940491
	Iteration 70Q: 3 clusters Score -351695.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -351696.500000 Penalty: 837.940491
	Iteration 71Q: 3 clusters Score -351696.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -351696.062500 Penalty: 837.940491
	Iteration 72Q: 3 clusters Score -351696.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -351696.062500 Penalty: 837.940491
	Iteration 73F: 3 clusters Score -351696.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 550655 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 478882 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 4464 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 105972 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 10781 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 17347 members 
Mstep: Class 22 contains 14818 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 773 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 70 members 
Mstep: Class 28 contains 14783 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 12707 members 
Mstep: Class 33 contains 7436 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 21642 members 
Mstep: Class 37 contains 10034 members 
Mstep: Class 38 contains 7036 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 667 members 
Mstep: Class 41 contains 17630 members 
Mstep: Class 42 contains 2942 members 
Entering Unmasked Estep 
Score: -50376564.000000 Penalty: 27027.978516
Splitting cluster 38 changes total score from -50376728.000000 to -50376564.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (7139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Entering Unmasked Estep 
Score: -261450.312500 Penalty: 403.736420
	Iteration 0F: 2 clusters Score -261450.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -256753.281250 Penalty: 807.472839
	Iteration 0F: 3 clusters Score -256753.3 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -258825.718750 Penalty: 807.472839
	Iteration 1F: 3 clusters Score -258825.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -259166.531250 Penalty: 807.472839
	Iteration 2F: 3 clusters Score -259166.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -259560.671875 Penalty: 807.472839
	Iteration 3F: 3 clusters Score -259560.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -259949.640625 Penalty: 807.472839
	Iteration 4F: 3 clusters Score -259949.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -260249.687500 Penalty: 807.472839
	Iteration 5F: 3 clusters Score -260249.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -260446.703125 Penalty: 807.472839
	Iteration 6Q: 3 clusters Score -260446.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -260584.046875 Penalty: 807.472839
	Iteration 7Q: 3 clusters Score -260584 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -260672.609375 Penalty: 807.472839
	Iteration 8Q: 3 clusters Score -260672.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -260741.421875 Penalty: 807.472839
	Iteration 9Q: 3 clusters Score -260741.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -260798.703125 Penalty: 807.472839
	Iteration 10Q: 3 clusters Score -260798.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -260847.812500 Penalty: 807.472839
	Iteration 11Q: 3 clusters Score -260847.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -260894.406250 Penalty: 807.472839
	Iteration 12Q: 3 clusters Score -260894.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -260924.375000 Penalty: 807.472839
	Iteration 13Q: 3 clusters Score -260924.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -260950.609375 Penalty: 807.472839
	Iteration 14Q: 3 clusters Score -260950.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -260967.828125 Penalty: 807.472839
	Iteration 15Q: 3 clusters Score -260967.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -260980.171875 Penalty: 807.472839
	Iteration 16Q: 3 clusters Score -260980.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -260991.593750 Penalty: 807.472839
	Iteration 17Q: 3 clusters Score -260991.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -261003.359375 Penalty: 807.472839
	Iteration 18Q: 3 clusters Score -261003.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -261011.671875 Penalty: 807.472839
	Iteration 19Q: 3 clusters Score -261011.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -261018.609375 Penalty: 807.472839
	Iteration 20F: 3 clusters Score -261018.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -261024.406250 Penalty: 807.472839
	Iteration 21Q: 3 clusters Score -261024.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -261028.250000 Penalty: 807.472839
	Iteration 22Q: 3 clusters Score -261028.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -261031.953125 Penalty: 807.472839
	Iteration 23Q: 3 clusters Score -261032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -261033.765625 Penalty: 807.472839
	Iteration 24Q: 3 clusters Score -261033.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -261036.031250 Penalty: 807.472839
	Iteration 25Q: 3 clusters Score -261036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -261038.171875 Penalty: 807.472839
	Iteration 26Q: 3 clusters Score -261038.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -261040.421875 Penalty: 807.472839
	Iteration 27Q: 3 clusters Score -261040.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -261041.250000 Penalty: 807.472839
	Iteration 28Q: 3 clusters Score -261041.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -261043.000000 Penalty: 807.472839
	Iteration 29Q: 3 clusters Score -261043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -261044.812500 Penalty: 807.472839
	Iteration 30Q: 3 clusters Score -261044.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -261047.656250 Penalty: 807.472839
	Iteration 31Q: 3 clusters Score -261047.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -261052.359375 Penalty: 807.472839
	Iteration 32Q: 3 clusters Score -261052.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -261059.500000 Penalty: 807.472839
	Iteration 33Q: 3 clusters Score -261059.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -261064.765625 Penalty: 807.472839
	Iteration 34Q: 3 clusters Score -261064.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -261069.609375 Penalty: 807.472839
	Iteration 35Q: 3 clusters Score -261069.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -261075.078125 Penalty: 807.472839
	Iteration 36Q: 3 clusters Score -261075.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -261079.484375 Penalty: 807.472839
	Iteration 37Q: 3 clusters Score -261079.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -261083.343750 Penalty: 807.472839
	Iteration 38Q: 3 clusters Score -261083.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -261085.953125 Penalty: 807.472839
	Iteration 39Q: 3 clusters Score -261086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -261086.953125 Penalty: 807.472839
	Iteration 40F: 3 clusters Score -261087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -261089.781250 Penalty: 807.472839
	Iteration 41Q: 3 clusters Score -261089.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -261091.500000 Penalty: 807.472839
	Iteration 42Q: 3 clusters Score -261091.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -261095.343750 Penalty: 807.472839
	Iteration 43Q: 3 clusters Score -261095.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -261099.031250 Penalty: 807.472839
	Iteration 44Q: 3 clusters Score -261099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -261101.734375 Penalty: 807.472839
	Iteration 45Q: 3 clusters Score -261101.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -261103.609375 Penalty: 807.472839
	Iteration 46Q: 3 clusters Score -261103.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -261105.421875 Penalty: 807.472839
	Iteration 47Q: 3 clusters Score -261105.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -261107.171875 Penalty: 807.472839
	Iteration 48Q: 3 clusters Score -261107.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -261109.218750 Penalty: 807.472839
	Iteration 49Q: 3 clusters Score -261109.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -261111.875000 Penalty: 807.472839
	Iteration 50Q: 3 clusters Score -261111.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -261114.968750 Penalty: 807.472839
	Iteration 51Q: 3 clusters Score -261115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -261119.312500 Penalty: 807.472839
	Iteration 52Q: 3 clusters Score -261119.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -261121.718750 Penalty: 807.472839
	Iteration 53Q: 3 clusters Score -261121.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -261124.437500 Penalty: 807.472839
	Iteration 54Q: 3 clusters Score -261124.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -261127.484375 Penalty: 807.472839
	Iteration 55Q: 3 clusters Score -261127.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -261130.656250 Penalty: 807.472839
	Iteration 56Q: 3 clusters Score -261130.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -261135.109375 Penalty: 807.472839
	Iteration 57Q: 3 clusters Score -261135.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -261141.906250 Penalty: 807.472839
	Iteration 58Q: 3 clusters Score -261141.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -261143.796875 Penalty: 807.472839
	Iteration 59Q: 3 clusters Score -261143.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -261144.671875 Penalty: 807.472839
	Iteration 60F: 3 clusters Score -261144.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -261145.656250 Penalty: 807.472839
	Iteration 61Q: 3 clusters Score -261145.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -261145.781250 Penalty: 807.472839
	Iteration 62Q: 3 clusters Score -261145.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -261145.625000 Penalty: 807.472839
	Iteration 63Q: 3 clusters Score -261145.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -261146.234375 Penalty: 807.472839
	Iteration 64Q: 3 clusters Score -261146.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -261146.671875 Penalty: 807.472839
	Iteration 65Q: 3 clusters Score -261146.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -261147.453125 Penalty: 807.472839
	Iteration 66Q: 3 clusters Score -261147.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -261147.578125 Penalty: 807.472839
	Iteration 67Q: 3 clusters Score -261147.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -261148.812500 Penalty: 807.472839
	Iteration 68Q: 3 clusters Score -261148.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -261148.765625 Penalty: 807.472839
	Iteration 69Q: 3 clusters Score -261148.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -261149.109375 Penalty: 807.472839
	Iteration 70Q: 3 clusters Score -261149.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -261152.406250 Penalty: 807.472839
	Iteration 71Q: 3 clusters Score -261152.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -261155.578125 Penalty: 807.472839
	Iteration 72Q: 3 clusters Score -261155.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -261156.140625 Penalty: 807.472839
	Iteration 73Q: 3 clusters Score -261156.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -261156.250000 Penalty: 807.472839
	Iteration 74Q: 3 clusters Score -261156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -261156.250000 Penalty: 807.472839
	Iteration 75F: 3 clusters Score -261156.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -18383.082031 Penalty: 295.876953
	Iteration 0F: 2 clusters Score -18383.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -17788.089844 Penalty: 591.753906
	Iteration 0F: 3 clusters Score -17788.09 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -17969.617188 Penalty: 591.753906
	Iteration 1F: 3 clusters Score -17969.62 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -18037.248047 Penalty: 591.753906
	Iteration 2F: 3 clusters Score -18037.25 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -18103.132812 Penalty: 591.753906
	Iteration 3F: 3 clusters Score -18103.13 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -18178.232422 Penalty: 591.753906
	Iteration 4F: 3 clusters Score -18178.23 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -18240.101562 Penalty: 591.753906
	Iteration 5F: 3 clusters Score -18240.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -18265.511719 Penalty: 591.753906
	Iteration 6Q: 3 clusters Score -18265.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -18278.626953 Penalty: 591.753906
	Iteration 7Q: 3 clusters Score -18278.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -18284.472656 Penalty: 591.753906
	Iteration 8Q: 3 clusters Score -18284.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -18293.337891 Penalty: 591.753906
	Iteration 9Q: 3 clusters Score -18293.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -18295.236328 Penalty: 591.753906
	Iteration 10Q: 3 clusters Score -18295.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -18296.230469 Penalty: 591.753906
	Iteration 11Q: 3 clusters Score -18296.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -18297.623047 Penalty: 591.753906
	Iteration 12Q: 3 clusters Score -18297.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -18297.892578 Penalty: 591.753906
	Iteration 13Q: 3 clusters Score -18297.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -18297.892578 Penalty: 591.753906
	Iteration 14F: 3 clusters Score -18297.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (17630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Entering Unmasked Estep 
Score: -650076.687500 Penalty: 444.869751
	Iteration 0F: 2 clusters Score -650076.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -638356.625000 Penalty: 889.739502
	Iteration 0F: 3 clusters Score -638356.6 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -643547.750000 Penalty: 889.739502
	Iteration 1F: 3 clusters Score -643547.8 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -644144.562500 Penalty: 889.739502
	Iteration 2F: 3 clusters Score -644144.6 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -644897.062500 Penalty: 889.739502
	Iteration 3F: 3 clusters Score -644897.1 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -645752.625000 Penalty: 889.739502
	Iteration 4F: 3 clusters Score -645752.6 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -646675.125000 Penalty: 889.739502
	Iteration 5F: 3 clusters Score -646675.1 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -647604.625000 Penalty: 889.739502
	Iteration 6F: 3 clusters Score -647604.6 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -648450.750000 Penalty: 889.739502
	Iteration 7Q: 3 clusters Score -648450.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -648987.437500 Penalty: 889.739502
	Iteration 8Q: 3 clusters Score -648987.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -649285.937500 Penalty: 889.739502
	Iteration 9Q: 3 clusters Score -649285.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -649475.750000 Penalty: 889.739502
	Iteration 10Q: 3 clusters Score -649475.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -649601.750000 Penalty: 889.739502
	Iteration 11Q: 3 clusters Score -649601.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -649661.625000 Penalty: 889.739502
	Iteration 12Q: 3 clusters Score -649661.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -649718.812500 Penalty: 889.739502
	Iteration 13Q: 3 clusters Score -649718.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -649769.687500 Penalty: 889.739502
	Iteration 14Q: 3 clusters Score -649769.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -649801.062500 Penalty: 889.739502
	Iteration 15Q: 3 clusters Score -649801.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -649814.687500 Penalty: 889.739502
	Iteration 16Q: 3 clusters Score -649814.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -649826.125000 Penalty: 889.739502
	Iteration 17Q: 3 clusters Score -649826.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -649837.437500 Penalty: 889.739502
	Iteration 18Q: 3 clusters Score -649837.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -649842.500000 Penalty: 889.739502
	Iteration 19Q: 3 clusters Score -649842.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -649854.875000 Penalty: 889.739502
	Iteration 20F: 3 clusters Score -649854.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -649859.437500 Penalty: 889.739502
	Iteration 21Q: 3 clusters Score -649859.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -649862.875000 Penalty: 889.739502
	Iteration 22Q: 3 clusters Score -649862.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -649867.437500 Penalty: 889.739502
	Iteration 23Q: 3 clusters Score -649867.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -649869.500000 Penalty: 889.739502
	Iteration 24Q: 3 clusters Score -649869.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -649871.500000 Penalty: 889.739502
	Iteration 25Q: 3 clusters Score -649871.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -649873.312500 Penalty: 889.739502
	Iteration 26Q: 3 clusters Score -649873.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -649875.062500 Penalty: 889.739502
	Iteration 27Q: 3 clusters Score -649875.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -649875.687500 Penalty: 889.739502
	Iteration 28Q: 3 clusters Score -649875.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -649876.250000 Penalty: 889.739502
	Iteration 29Q: 3 clusters Score -649876.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -649876.250000 Penalty: 889.739502
	Iteration 30F: 3 clusters Score -649876.2 nChanged 0
20->42 Clusters: Score -50376728.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 1387992 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69724 members 
Mstep: Class 2 contains 69569 members 
Mstep: Class 3 contains 69438 members 
Mstep: Class 4 contains 69354 members 
Mstep: Class 5 contains 69254 members 
Mstep: Class 6 contains 69552 members 
Mstep: Class 7 contains 69298 members 
Mstep: Class 8 contains 69587 members 
Mstep: Class 9 contains 69524 members 
Mstep: Class 10 contains 69404 members 
Mstep: Class 11 contains 69072 members 
Mstep: Class 12 contains 69439 members 
Mstep: Class 13 contains 69769 members 
Mstep: Class 14 contains 69631 members 
Mstep: Class 15 contains 69074 members 
Mstep: Class 16 contains 69063 members 
Mstep: Class 17 contains 69359 members 
Mstep: Class 18 contains 69335 members 
Mstep: Class 19 contains 69495 members 
Mstep: Class 20 contains 69051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 220.381409 but Gain 643.523438
Score: -44986528.000000 Penalty: 12226.942383
Iteration 0F: 20 clusters Score -4.498653e+07 nChanged 1316667
Entering Unmasked Mstep 
Mstep: Class 0 contains 473 members 
Mstep: Class 1 contains 82522 members 
Mstep: Class 2 contains 32535 members 
Mstep: Class 3 contains 35201 members 
Mstep: Class 4 contains 169759 members 
Mstep: Class 5 contains 63228 members 
Mstep: Class 6 contains 47928 members 
Mstep: Class 7 contains 19066 members 
Mstep: Class 8 contains 49418 members 
Mstep: Class 9 contains 115697 members 
Mstep: Class 10 contains 64025 members 
Mstep: Class 11 contains 107648 members 
Mstep: Class 13 contains 72011 members 
Mstep: Class 14 contains 153962 members 
Mstep: Class 15 contains 128447 members 
Mstep: Class 16 contains 48310 members 
Mstep: Class 17 contains 67091 members 
Mstep: Class 18 contains 53501 members 
Mstep: Class 19 contains 59837 members 
Mstep: Class 20 contains 17333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48190908.000000 Penalty: 12226.942383
Iteration 1F: 20 clusters Score -4.819091e+07 nChanged 414852
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 79942 members 
Mstep: Class 2 contains 15321 members 
Mstep: Class 3 contains 25953 members 
Mstep: Class 4 contains 234938 members 
Mstep: Class 5 contains 52414 members 
Mstep: Class 6 contains 29638 members 
Mstep: Class 7 contains 14043 members 
Mstep: Class 8 contains 45027 members 
Mstep: Class 9 contains 143938 members 
Mstep: Class 10 contains 47480 members 
Mstep: Class 11 contains 103521 members 
Mstep: Class 13 contains 71142 members 
Mstep: Class 14 contains 149828 members 
Mstep: Class 15 contains 148718 members 
Mstep: Class 16 contains 46641 members 
Mstep: Class 17 contains 73775 members 
Mstep: Class 18 contains 52117 members 
Mstep: Class 19 contains 42963 members 
Mstep: Class 20 contains 10400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48565384.000000 Penalty: 12226.942383
Iteration 2F: 20 clusters Score -4.856538e+07 nChanged 275955
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 69813 members 
Mstep: Class 2 contains 8918 members 
Mstep: Class 3 contains 22554 members 
Mstep: Class 4 contains 290890 members 
Mstep: Class 5 contains 40436 members 
Mstep: Class 6 contains 19654 members 
Mstep: Class 7 contains 10635 members 
Mstep: Class 8 contains 37290 members 
Mstep: Class 9 contains 159549 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 103779 members 
Mstep: Class 13 contains 62242 members 
Mstep: Class 14 contains 142106 members 
Mstep: Class 15 contains 177041 members 
Mstep: Class 16 contains 49135 members 
Mstep: Class 17 contains 73755 members 
Mstep: Class 18 contains 52456 members 
Mstep: Class 19 contains 27277 members 
Mstep: Class 20 contains 7147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48813888.000000 Penalty: 12226.942383
Iteration 3F: 20 clusters Score -4.881389e+07 nChanged 225487
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 53223 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 21849 members 
Mstep: Class 4 contains 345979 members 
Mstep: Class 5 contains 28773 members 
Mstep: Class 6 contains 12937 members 
Mstep: Class 7 contains 7570 members 
Mstep: Class 8 contains 30593 members 
Mstep: Class 9 contains 170217 members 
Mstep: Class 10 contains 22370 members 
Mstep: Class 11 contains 103528 members 
Mstep: Class 13 contains 49498 members 
Mstep: Class 14 contains 131159 members 
Mstep: Class 15 contains 200790 members 
Mstep: Class 16 contains 50975 members 
Mstep: Class 17 contains 70916 members 
Mstep: Class 18 contains 58060 members 
Mstep: Class 19 contains 16675 members 
Mstep: Class 20 contains 5431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49038452.000000 Penalty: 12226.942383
Iteration 4F: 20 clusters Score -4.903845e+07 nChanged 197635
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 21383 members 
Mstep: Class 4 contains 392415 members 
Mstep: Class 5 contains 19448 members 
Mstep: Class 6 contains 8208 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 28861 members 
Mstep: Class 9 contains 175565 members 
Mstep: Class 10 contains 14757 members 
Mstep: Class 11 contains 101670 members 
Mstep: Class 13 contains 36386 members 
Mstep: Class 14 contains 117965 members 
Mstep: Class 15 contains 207831 members 
Mstep: Class 16 contains 51991 members 
Mstep: Class 17 contains 72232 members 
Mstep: Class 18 contains 75089 members 
Mstep: Class 19 contains 11630 members 
Mstep: Class 20 contains 4382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49247912.000000 Penalty: 12226.942383
Iteration 5F: 20 clusters Score -4.924791e+07 nChanged 178621
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 7607 members 
Mstep: Class 3 contains 21026 members 
Mstep: Class 4 contains 422151 members 
Mstep: Class 5 contains 12723 members 
Mstep: Class 6 contains 5228 members 
Mstep: Class 7 contains 3216 members 
Mstep: Class 8 contains 31314 members 
Mstep: Class 9 contains 177434 members 
Mstep: Class 10 contains 10055 members 
Mstep: Class 11 contains 97370 members 
Mstep: Class 13 contains 25347 members 
Mstep: Class 14 contains 104683 members 
Mstep: Class 15 contains 194898 members 
Mstep: Class 16 contains 59221 members 
Mstep: Class 17 contains 83677 members 
Mstep: Class 18 contains 95980 members 
Mstep: Class 19 contains 10217 members 
Mstep: Class 20 contains 3386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49405268.000000 Penalty: 12226.942383
Iteration 6F: 20 clusters Score -4.940527e+07 nChanged 152567
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 7958 members 
Mstep: Class 3 contains 20434 members 
Mstep: Class 4 contains 436153 members 
Mstep: Class 5 contains 8407 members 
Mstep: Class 6 contains 3295 members 
Mstep: Class 7 contains 2102 members 
Mstep: Class 8 contains 33662 members 
Mstep: Class 9 contains 177829 members 
Mstep: Class 10 contains 7736 members 
Mstep: Class 11 contains 91817 members 
Mstep: Class 13 contains 18043 members 
Mstep: Class 14 contains 92343 members 
Mstep: Class 15 contains 172835 members 
Mstep: Class 16 contains 72445 members 
Mstep: Class 17 contains 98413 members 
Mstep: Class 18 contains 117230 members 
Mstep: Class 19 contains 10277 members 
Mstep: Class 20 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49509632.000000 Penalty: 12226.942383
Iteration 7F: 20 clusters Score -4.950963e+07 nChanged 124946
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 8410 members 
Mstep: Class 3 contains 19716 members 
Mstep: Class 4 contains 439023 members 
Mstep: Class 5 contains 5796 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 1431 members 
Mstep: Class 8 contains 35411 members 
Mstep: Class 9 contains 175932 members 
Mstep: Class 10 contains 6978 members 
Mstep: Class 11 contains 85914 members 
Mstep: Class 13 contains 14060 members 
Mstep: Class 14 contains 82074 members 
Mstep: Class 15 contains 149451 members 
Mstep: Class 16 contains 84902 members 
Mstep: Class 17 contains 115185 members 
Mstep: Class 18 contains 138982 members 
Mstep: Class 19 contains 10418 members 
Mstep: Class 20 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49586860.000000 Penalty: 12226.942383
Iteration 8F: 20 clusters Score -4.958686e+07 nChanged 106680
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 9055 members 
Mstep: Class 3 contains 18932 members 
Mstep: Class 4 contains 434386 members 
Mstep: Class 5 contains 4213 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 36509 members 
Mstep: Class 9 contains 170847 members 
Mstep: Class 10 contains 6772 members 
Mstep: Class 11 contains 79902 members 
Mstep: Class 13 contains 11899 members 
Mstep: Class 14 contains 73844 members 
Mstep: Class 15 contains 128397 members 
Mstep: Class 16 contains 96187 members 
Mstep: Class 17 contains 134133 members 
Mstep: Class 18 contains 160746 members 
Mstep: Class 19 contains 10369 members 
Mstep: Class 20 contains 2833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49647420.000000 Penalty: 12226.942383
Iteration 9F: 20 clusters Score -4.964742e+07 nChanged 94244
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 9755 members 
Mstep: Class 3 contains 18188 members 
Mstep: Class 4 contains 424727 members 
Mstep: Class 5 contains 3196 members 
Mstep: Class 6 contains 1066 members 
Mstep: Class 7 contains 714 members 
Mstep: Class 8 contains 36835 members 
Mstep: Class 9 contains 162571 members 
Mstep: Class 10 contains 6731 members 
Mstep: Class 11 contains 74044 members 
Mstep: Class 13 contains 10627 members 
Mstep: Class 14 contains 67254 members 
Mstep: Class 15 contains 111222 members 
Mstep: Class 16 contains 105989 members 
Mstep: Class 17 contains 154777 members 
Mstep: Class 18 contains 182306 members 
Mstep: Class 19 contains 10199 members 
Mstep: Class 20 contains 3107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 626.392151 but Gain 643.523438
Score: -49699676.000000 Penalty: 11583.418945
Iteration 10F: 19 clusters Score -4.969968e+07 nChanged 86274
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 10551 members 
Mstep: Class 3 contains 17419 members 
Mstep: Class 4 contains 411438 members 
Mstep: Class 5 contains 2609 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 8 contains 36506 members 
Mstep: Class 9 contains 151470 members 
Mstep: Class 10 contains 6916 members 
Mstep: Class 11 contains 68559 members 
Mstep: Class 13 contains 9802 members 
Mstep: Class 14 contains 61900 members 
Mstep: Class 15 contains 98345 members 
Mstep: Class 16 contains 113766 members 
Mstep: Class 17 contains 177632 members 
Mstep: Class 18 contains 203044 members 
Mstep: Class 19 contains 10028 members 
Mstep: Class 20 contains 3525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49745672.000000 Penalty: 11583.418945
Iteration 11F: 19 clusters Score -4.974567e+07 nChanged 79637
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 11518 members 
Mstep: Class 3 contains 16569 members 
Mstep: Class 4 contains 395502 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 8 contains 35484 members 
Mstep: Class 9 contains 137829 members 
Mstep: Class 10 contains 7240 members 
Mstep: Class 11 contains 63601 members 
Mstep: Class 13 contains 9106 members 
Mstep: Class 14 contains 57568 members 
Mstep: Class 15 contains 88984 members 
Mstep: Class 16 contains 119140 members 
Mstep: Class 17 contains 202412 members 
Mstep: Class 18 contains 222993 members 
Mstep: Class 19 contains 9828 members 
Mstep: Class 20 contains 4081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49786376.000000 Penalty: 11583.418945
Iteration 12F: 19 clusters Score -4.978638e+07 nChanged 75458
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 12587 members 
Mstep: Class 3 contains 15813 members 
Mstep: Class 4 contains 378412 members 
Mstep: Class 5 contains 2057 members 
Mstep: Class 6 contains 754 members 
Mstep: Class 8 contains 33662 members 
Mstep: Class 9 contains 122180 members 
Mstep: Class 10 contains 7597 members 
Mstep: Class 11 contains 59357 members 
Mstep: Class 13 contains 8504 members 
Mstep: Class 14 contains 53714 members 
Mstep: Class 15 contains 82008 members 
Mstep: Class 16 contains 122402 members 
Mstep: Class 17 contains 228757 members 
Mstep: Class 18 contains 242695 members 
Mstep: Class 19 contains 9680 members 
Mstep: Class 20 contains 4783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49823920.000000 Penalty: 11583.418945
Iteration 13F: 19 clusters Score -4.982392e+07 nChanged 73077
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 13767 members 
Mstep: Class 3 contains 15132 members 
Mstep: Class 4 contains 360425 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 746 members 
Mstep: Class 8 contains 31243 members 
Mstep: Class 9 contains 105408 members 
Mstep: Class 10 contains 7928 members 
Mstep: Class 11 contains 55798 members 
Mstep: Class 13 contains 8004 members 
Mstep: Class 14 contains 50162 members 
Mstep: Class 15 contains 76484 members 
Mstep: Class 16 contains 123825 members 
Mstep: Class 17 contains 256572 members 
Mstep: Class 18 contains 262113 members 
Mstep: Class 19 contains 9579 members 
Mstep: Class 20 contains 5724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49860140.000000 Penalty: 11583.418945
Iteration 14F: 19 clusters Score -4.986014e+07 nChanged 71961
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 15035 members 
Mstep: Class 3 contains 14509 members 
Mstep: Class 4 contains 340990 members 
Mstep: Class 5 contains 1998 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 8 contains 28156 members 
Mstep: Class 9 contains 88805 members 
Mstep: Class 10 contains 8268 members 
Mstep: Class 11 contains 52755 members 
Mstep: Class 13 contains 7518 members 
Mstep: Class 14 contains 46825 members 
Mstep: Class 15 contains 71589 members 
Mstep: Class 16 contains 123546 members 
Mstep: Class 17 contains 285909 members 
Mstep: Class 18 contains 281698 members 
Mstep: Class 19 contains 9536 members 
Mstep: Class 20 contains 6907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49897224.000000 Penalty: 11583.418945
Iteration 15F: 19 clusters Score -4.989722e+07 nChanged 71781
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 16379 members 
Mstep: Class 3 contains 13909 members 
Mstep: Class 4 contains 318705 members 
Mstep: Class 5 contains 2084 members 
Mstep: Class 6 contains 741 members 
Mstep: Class 8 contains 24648 members 
Mstep: Class 9 contains 73427 members 
Mstep: Class 10 contains 8592 members 
Mstep: Class 11 contains 50208 members 
Mstep: Class 13 contains 7060 members 
Mstep: Class 14 contains 43522 members 
Mstep: Class 15 contains 67058 members 
Mstep: Class 16 contains 121647 members 
Mstep: Class 17 contains 316933 members 
Mstep: Class 18 contains 301905 members 
Mstep: Class 19 contains 9502 members 
Mstep: Class 20 contains 8336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49936156.000000 Penalty: 11583.418945
Iteration 16F: 19 clusters Score -4.993616e+07 nChanged 73409
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 17708 members 
Mstep: Class 3 contains 13321 members 
Mstep: Class 4 contains 292390 members 
Mstep: Class 5 contains 2228 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 8 contains 20715 members 
Mstep: Class 9 contains 59886 members 
Mstep: Class 10 contains 8920 members 
Mstep: Class 11 contains 47972 members 
Mstep: Class 13 contains 6686 members 
Mstep: Class 14 contains 40402 members 
Mstep: Class 15 contains 62441 members 
Mstep: Class 16 contains 118350 members 
Mstep: Class 17 contains 350948 members 
Mstep: Class 18 contains 322386 members 
Mstep: Class 19 contains 9501 members 
Mstep: Class 20 contains 9975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49977296.000000 Penalty: 11583.418945
Iteration 17F: 19 clusters Score -4.99773e+07 nChanged 75257
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 18978 members 
Mstep: Class 3 contains 12778 members 
Mstep: Class 4 contains 261060 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 8 contains 16761 members 
Mstep: Class 9 contains 48770 members 
Mstep: Class 10 contains 9225 members 
Mstep: Class 11 contains 45910 members 
Mstep: Class 13 contains 6358 members 
Mstep: Class 14 contains 37535 members 
Mstep: Class 15 contains 57868 members 
Mstep: Class 16 contains 114021 members 
Mstep: Class 17 contains 387633 members 
Mstep: Class 18 contains 343275 members 
Mstep: Class 19 contains 9519 members 
Mstep: Class 20 contains 11671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50017652.000000 Penalty: 11583.418945
Iteration 18F: 19 clusters Score -5.001765e+07 nChanged 75263
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 20096 members 
Mstep: Class 3 contains 12312 members 
Mstep: Class 4 contains 225912 members 
Mstep: Class 5 contains 2633 members 
Mstep: Class 6 contains 911 members 
Mstep: Class 8 contains 13010 members 
Mstep: Class 9 contains 39638 members 
Mstep: Class 10 contains 9458 members 
Mstep: Class 11 contains 44037 members 
Mstep: Class 13 contains 6158 members 
Mstep: Class 14 contains 34918 members 
Mstep: Class 15 contains 53454 members 
Mstep: Class 16 contains 109889 members 
Mstep: Class 17 contains 424120 members 
Mstep: Class 18 contains 364966 members 
Mstep: Class 19 contains 9571 members 
Mstep: Class 20 contains 13457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50055900.000000 Penalty: 11583.418945
Iteration 19F: 19 clusters Score -5.00559e+07 nChanged 68473
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 20941 members 
Mstep: Class 3 contains 11845 members 
Mstep: Class 4 contains 192187 members 
Mstep: Class 5 contains 2909 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 8 contains 9764 members 
Mstep: Class 9 contains 32676 members 
Mstep: Class 10 contains 9614 members 
Mstep: Class 11 contains 42264 members 
Mstep: Class 13 contains 5990 members 
Mstep: Class 14 contains 32603 members 
Mstep: Class 15 contains 49503 members 
Mstep: Class 16 contains 106643 members 
Mstep: Class 17 contains 455566 members 
Mstep: Class 18 contains 386050 members 
Mstep: Class 19 contains 9608 members 
Mstep: Class 20 contains 15316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50091928.000000 Penalty: 11583.418945
Iteration 20F: 19 clusters Score -5.009193e+07 nChanged 56709
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 21541 members 
Mstep: Class 3 contains 11419 members 
Mstep: Class 4 contains 164448 members 
Mstep: Class 5 contains 3216 members 
Mstep: Class 6 contains 1194 members 
Mstep: Class 8 contains 7176 members 
Mstep: Class 9 contains 28149 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 40755 members 
Mstep: Class 13 contains 5864 members 
Mstep: Class 14 contains 30582 members 
Mstep: Class 15 contains 46129 members 
Mstep: Class 16 contains 103398 members 
Mstep: Class 17 contains 479131 members 
Mstep: Class 18 contains 405164 members 
Mstep: Class 19 contains 9653 members 
Mstep: Class 20 contains 17030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50125992.000000 Penalty: 11583.418945
Iteration 21Q: 19 clusters Score -5.012599e+07 nChanged 45969
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 21905 members 
Mstep: Class 3 contains 11081 members 
Mstep: Class 4 contains 143489 members 
Mstep: Class 5 contains 3524 members 
Mstep: Class 6 contains 1436 members 
Mstep: Class 8 contains 5367 members 
Mstep: Class 9 contains 25052 members 
Mstep: Class 10 contains 9648 members 
Mstep: Class 11 contains 39443 members 
Mstep: Class 13 contains 5770 members 
Mstep: Class 14 contains 28828 members 
Mstep: Class 15 contains 43487 members 
Mstep: Class 16 contains 99473 members 
Mstep: Class 17 contains 496361 members 
Mstep: Class 18 contains 421524 members 
Mstep: Class 19 contains 9693 members 
Mstep: Class 20 contains 18474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50156116.000000 Penalty: 11583.418945
Iteration 22Q: 19 clusters Score -5.015612e+07 nChanged 36620
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 22131 members 
Mstep: Class 3 contains 10835 members 
Mstep: Class 4 contains 129861 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 1762 members 
Mstep: Class 8 contains 4132 members 
Mstep: Class 9 contains 22319 members 
Mstep: Class 10 contains 9464 members 
Mstep: Class 11 contains 38653 members 
Mstep: Class 13 contains 5760 members 
Mstep: Class 14 contains 27330 members 
Mstep: Class 15 contains 41387 members 
Mstep: Class 16 contains 94805 members 
Mstep: Class 17 contains 508455 members 
Mstep: Class 18 contains 434667 members 
Mstep: Class 19 contains 9719 members 
Mstep: Class 20 contains 19510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50176584.000000 Penalty: 11583.418945
Iteration 23Q: 19 clusters Score -5.017658e+07 nChanged 30465
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 22431 members 
Mstep: Class 3 contains 10596 members 
Mstep: Class 4 contains 120749 members 
Mstep: Class 5 contains 4269 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 8 contains 3326 members 
Mstep: Class 9 contains 19662 members 
Mstep: Class 10 contains 9356 members 
Mstep: Class 11 contains 37898 members 
Mstep: Class 13 contains 5808 members 
Mstep: Class 14 contains 26010 members 
Mstep: Class 15 contains 39618 members 
Mstep: Class 16 contains 89766 members 
Mstep: Class 17 contains 517170 members 
Mstep: Class 18 contains 446009 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 20257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50189488.000000 Penalty: 11583.418945
Iteration 24Q: 19 clusters Score -5.018949e+07 nChanged 26656
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 22722 members 
Mstep: Class 3 contains 10366 members 
Mstep: Class 4 contains 113357 members 
Mstep: Class 5 contains 4737 members 
Mstep: Class 6 contains 2416 members 
Mstep: Class 8 contains 2752 members 
Mstep: Class 9 contains 17094 members 
Mstep: Class 10 contains 9310 members 
Mstep: Class 11 contains 37048 members 
Mstep: Class 13 contains 5852 members 
Mstep: Class 14 contains 24868 members 
Mstep: Class 15 contains 38196 members 
Mstep: Class 16 contains 84690 members 
Mstep: Class 17 contains 523938 members 
Mstep: Class 18 contains 456993 members 
Mstep: Class 19 contains 9777 members 
Mstep: Class 20 contains 20804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50198452.000000 Penalty: 11583.418945
Iteration 25Q: 19 clusters Score -5.019845e+07 nChanged 24220
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 22977 members 
Mstep: Class 3 contains 10193 members 
Mstep: Class 4 contains 106347 members 
Mstep: Class 5 contains 5276 members 
Mstep: Class 6 contains 2706 members 
Mstep: Class 8 contains 2340 members 
Mstep: Class 9 contains 14780 members 
Mstep: Class 10 contains 9245 members 
Mstep: Class 11 contains 36075 members 
Mstep: Class 13 contains 5938 members 
Mstep: Class 14 contains 23831 members 
Mstep: Class 15 contains 37168 members 
Mstep: Class 16 contains 79725 members 
Mstep: Class 17 contains 529757 members 
Mstep: Class 18 contains 467710 members 
Mstep: Class 19 contains 9783 members 
Mstep: Class 20 contains 21220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50205392.000000 Penalty: 11583.418945
Iteration 26Q: 19 clusters Score -5.020539e+07 nChanged 22477
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 23257 members 
Mstep: Class 3 contains 10045 members 
Mstep: Class 4 contains 99316 members 
Mstep: Class 5 contains 5792 members 
Mstep: Class 6 contains 2938 members 
Mstep: Class 8 contains 2013 members 
Mstep: Class 9 contains 12678 members 
Mstep: Class 10 contains 9170 members 
Mstep: Class 11 contains 35228 members 
Mstep: Class 13 contains 6045 members 
Mstep: Class 14 contains 22920 members 
Mstep: Class 15 contains 36380 members 
Mstep: Class 16 contains 74926 members 
Mstep: Class 17 contains 534978 members 
Mstep: Class 18 contains 478172 members 
Mstep: Class 19 contains 9784 members 
Mstep: Class 20 contains 21598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50211944.000000 Penalty: 11583.418945
Iteration 27Q: 19 clusters Score -5.021194e+07 nChanged 21570
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 23453 members 
Mstep: Class 3 contains 9962 members 
Mstep: Class 4 contains 92151 members 
Mstep: Class 5 contains 6303 members 
Mstep: Class 6 contains 3123 members 
Mstep: Class 8 contains 1760 members 
Mstep: Class 9 contains 10760 members 
Mstep: Class 10 contains 9055 members 
Mstep: Class 11 contains 34480 members 
Mstep: Class 13 contains 6117 members 
Mstep: Class 14 contains 22068 members 
Mstep: Class 15 contains 35777 members 
Mstep: Class 16 contains 70267 members 
Mstep: Class 17 contains 539851 members 
Mstep: Class 18 contains 488578 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 21892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50217836.000000 Penalty: 11583.418945
Iteration 28Q: 19 clusters Score -5.021784e+07 nChanged 20266
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 23694 members 
Mstep: Class 3 contains 9885 members 
Mstep: Class 4 contains 85048 members 
Mstep: Class 5 contains 6726 members 
Mstep: Class 6 contains 3242 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 9 contains 9112 members 
Mstep: Class 10 contains 8903 members 
Mstep: Class 11 contains 33990 members 
Mstep: Class 13 contains 6170 members 
Mstep: Class 14 contains 21221 members 
Mstep: Class 15 contains 35251 members 
Mstep: Class 16 contains 65887 members 
Mstep: Class 17 contains 544342 members 
Mstep: Class 18 contains 498537 members 
Mstep: Class 19 contains 9790 members 
Mstep: Class 20 contains 22149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50222504.000000 Penalty: 11583.418945
Iteration 29Q: 19 clusters Score -5.02225e+07 nChanged 19146
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 23879 members 
Mstep: Class 3 contains 9866 members 
Mstep: Class 4 contains 77990 members 
Mstep: Class 5 contains 7106 members 
Mstep: Class 6 contains 3345 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 7674 members 
Mstep: Class 10 contains 8718 members 
Mstep: Class 11 contains 33542 members 
Mstep: Class 13 contains 6239 members 
Mstep: Class 14 contains 20356 members 
Mstep: Class 15 contains 34815 members 
Mstep: Class 16 contains 61847 members 
Mstep: Class 17 contains 548457 members 
Mstep: Class 18 contains 508182 members 
Mstep: Class 19 contains 9816 members 
Mstep: Class 20 contains 22390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50228516.000000 Penalty: 11583.418945
Iteration 30Q: 19 clusters Score -5.022852e+07 nChanged 18404
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 24057 members 
Mstep: Class 3 contains 9902 members 
Mstep: Class 4 contains 70789 members 
Mstep: Class 5 contains 7455 members 
Mstep: Class 6 contains 3376 members 
Mstep: Class 8 contains 1295 members 
Mstep: Class 9 contains 6420 members 
Mstep: Class 10 contains 8471 members 
Mstep: Class 11 contains 33218 members 
Mstep: Class 13 contains 6283 members 
Mstep: Class 14 contains 19516 members 
Mstep: Class 15 contains 34385 members 
Mstep: Class 16 contains 58050 members 
Mstep: Class 17 contains 552332 members 
Mstep: Class 18 contains 517715 members 
Mstep: Class 19 contains 9896 members 
Mstep: Class 20 contains 22599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50234592.000000 Penalty: 11583.418945
Iteration 31Q: 19 clusters Score -5.023459e+07 nChanged 17572
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 24234 members 
Mstep: Class 3 contains 10008 members 
Mstep: Class 4 contains 63493 members 
Mstep: Class 5 contains 7758 members 
Mstep: Class 6 contains 3397 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 5424 members 
Mstep: Class 10 contains 8120 members 
Mstep: Class 11 contains 32943 members 
Mstep: Class 13 contains 6341 members 
Mstep: Class 14 contains 18675 members 
Mstep: Class 15 contains 34030 members 
Mstep: Class 16 contains 54542 members 
Mstep: Class 17 contains 555921 members 
Mstep: Class 18 contains 526948 members 
Mstep: Class 19 contains 10037 members 
Mstep: Class 20 contains 22810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50241764.000000 Penalty: 11583.418945
Iteration 32Q: 19 clusters Score -5.024176e+07 nChanged 17014
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 24418 members 
Mstep: Class 3 contains 10005 members 
Mstep: Class 4 contains 56156 members 
Mstep: Class 5 contains 7995 members 
Mstep: Class 6 contains 3421 members 
Mstep: Class 8 contains 1101 members 
Mstep: Class 9 contains 4522 members 
Mstep: Class 10 contains 7811 members 
Mstep: Class 11 contains 32719 members 
Mstep: Class 13 contains 6369 members 
Mstep: Class 14 contains 17839 members 
Mstep: Class 15 contains 33738 members 
Mstep: Class 16 contains 51284 members 
Mstep: Class 17 contains 559316 members 
Mstep: Class 18 contains 536092 members 
Mstep: Class 19 contains 10216 members 
Mstep: Class 20 contains 22965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50249824.000000 Penalty: 11583.418945
Iteration 33Q: 19 clusters Score -5.024982e+07 nChanged 16367
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 24502 members 
Mstep: Class 3 contains 9947 members 
Mstep: Class 4 contains 48796 members 
Mstep: Class 5 contains 8178 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 8 contains 997 members 
Mstep: Class 9 contains 3682 members 
Mstep: Class 10 contains 7644 members 
Mstep: Class 11 contains 32525 members 
Mstep: Class 13 contains 6378 members 
Mstep: Class 14 contains 17037 members 
Mstep: Class 15 contains 33440 members 
Mstep: Class 16 contains 48173 members 
Mstep: Class 17 contains 562558 members 
Mstep: Class 18 contains 545326 members 
Mstep: Class 19 contains 10292 members 
Mstep: Class 20 contains 23144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50257320.000000 Penalty: 11583.418945
Iteration 34Q: 19 clusters Score -5.025732e+07 nChanged 15181
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 24541 members 
Mstep: Class 3 contains 9897 members 
Mstep: Class 4 contains 41437 members 
Mstep: Class 5 contains 8310 members 
Mstep: Class 6 contains 3444 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 2956 members 
Mstep: Class 10 contains 7465 members 
Mstep: Class 11 contains 32394 members 
Mstep: Class 13 contains 6388 members 
Mstep: Class 14 contains 16384 members 
Mstep: Class 15 contains 33144 members 
Mstep: Class 16 contains 45285 members 
Mstep: Class 17 contains 565573 members 
Mstep: Class 18 contains 554243 members 
Mstep: Class 19 contains 10335 members 
Mstep: Class 20 contains 23424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50264884.000000 Penalty: 11583.418945
Iteration 35Q: 19 clusters Score -5.026488e+07 nChanged 13869
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 24474 members 
Mstep: Class 3 contains 9843 members 
Mstep: Class 4 contains 34363 members 
Mstep: Class 5 contains 8396 members 
Mstep: Class 6 contains 3465 members 
Mstep: Class 8 contains 829 members 
Mstep: Class 9 contains 2346 members 
Mstep: Class 10 contains 7311 members 
Mstep: Class 11 contains 32193 members 
Mstep: Class 13 contains 6376 members 
Mstep: Class 14 contains 15981 members 
Mstep: Class 15 contains 32779 members 
Mstep: Class 16 contains 42832 members 
Mstep: Class 17 contains 568138 members 
Mstep: Class 18 contains 562787 members 
Mstep: Class 19 contains 10383 members 
Mstep: Class 20 contains 23703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50271528.000000 Penalty: 11583.418945
Iteration 36Q: 19 clusters Score -5.027153e+07 nChanged 12406
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 24302 members 
Mstep: Class 3 contains 9810 members 
Mstep: Class 4 contains 27678 members 
Mstep: Class 5 contains 8469 members 
Mstep: Class 6 contains 3480 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 1871 members 
Mstep: Class 10 contains 7185 members 
Mstep: Class 11 contains 31935 members 
Mstep: Class 13 contains 6379 members 
Mstep: Class 14 contains 15774 members 
Mstep: Class 15 contains 32427 members 
Mstep: Class 16 contains 40711 members 
Mstep: Class 17 contains 570397 members 
Mstep: Class 18 contains 570846 members 
Mstep: Class 19 contains 10424 members 
Mstep: Class 20 contains 23831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50276964.000000 Penalty: 11583.418945
Iteration 37Q: 19 clusters Score -5.027696e+07 nChanged 11109
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 24091 members 
Mstep: Class 3 contains 9752 members 
Mstep: Class 4 contains 21604 members 
Mstep: Class 5 contains 8545 members 
Mstep: Class 6 contains 3482 members 
Mstep: Class 8 contains 687 members 
Mstep: Class 9 contains 1479 members 
Mstep: Class 10 contains 7080 members 
Mstep: Class 11 contains 31657 members 
Mstep: Class 13 contains 6350 members 
Mstep: Class 14 contains 15653 members 
Mstep: Class 15 contains 32037 members 
Mstep: Class 16 contains 38858 members 
Mstep: Class 17 contains 572427 members 
Mstep: Class 18 contains 578295 members 
Mstep: Class 19 contains 10461 members 
Mstep: Class 20 contains 23882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50282200.000000 Penalty: 11583.418945
Iteration 38Q: 19 clusters Score -5.02822e+07 nChanged 9682
Entering ConstructFrom: 
Score: -50282200.000000 Penalty: 11583.418945
Entering ConstructFrom: 
Trying to split cluster 1 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -59599.390625 Penalty: 332.538696
	Iteration 0F: 2 clusters Score -59599.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -58487.664062 Penalty: 665.077393
	Iteration 0F: 3 clusters Score -58487.66 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -58787.570312 Penalty: 665.077393
	Iteration 1F: 3 clusters Score -58787.57 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -58858.015625 Penalty: 665.077393
	Iteration 2F: 3 clusters Score -58858.02 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -58911.109375 Penalty: 665.077393
	Iteration 3F: 3 clusters Score -58911.11 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -58956.867188 Penalty: 665.077393
	Iteration 4F: 3 clusters Score -58956.87 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -58996.984375 Penalty: 665.077393
	Iteration 5Q: 3 clusters Score -58996.98 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -59035.839844 Penalty: 665.077393
	Iteration 6Q: 3 clusters Score -59035.84 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -59063.406250 Penalty: 665.077393
	Iteration 7Q: 3 clusters Score -59063.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -59090.484375 Penalty: 665.077393
	Iteration 8Q: 3 clusters Score -59090.48 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -59119.996094 Penalty: 665.077393
	Iteration 9Q: 3 clusters Score -59120 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -59142.558594 Penalty: 665.077393
	Iteration 10Q: 3 clusters Score -59142.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -59164.710938 Penalty: 665.077393
	Iteration 11Q: 3 clusters Score -59164.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -59183.382812 Penalty: 665.077393
	Iteration 12Q: 3 clusters Score -59183.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -59206.054688 Penalty: 665.077393
	Iteration 13Q: 3 clusters Score -59206.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -59228.429688 Penalty: 665.077393
	Iteration 14Q: 3 clusters Score -59228.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -59239.570312 Penalty: 665.077393
	Iteration 15Q: 3 clusters Score -59239.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -59245.191406 Penalty: 665.077393
	Iteration 16Q: 3 clusters Score -59245.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -59248.332031 Penalty: 665.077393
	Iteration 17Q: 3 clusters Score -59248.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -59251.640625 Penalty: 665.077393
	Iteration 18Q: 3 clusters Score -59251.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -59253.816406 Penalty: 665.077393
	Iteration 19Q: 3 clusters Score -59253.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -59257.957031 Penalty: 665.077393
	Iteration 20F: 3 clusters Score -59257.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -59262.851562 Penalty: 665.077393
	Iteration 21Q: 3 clusters Score -59262.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -59265.457031 Penalty: 665.077393
	Iteration 22Q: 3 clusters Score -59265.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -59268.023438 Penalty: 665.077393
	Iteration 23Q: 3 clusters Score -59268.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -59271.843750 Penalty: 665.077393
	Iteration 24Q: 3 clusters Score -59271.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -59272.699219 Penalty: 665.077393
	Iteration 25Q: 3 clusters Score -59272.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -59274.218750 Penalty: 665.077393
	Iteration 26Q: 3 clusters Score -59274.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -59276.433594 Penalty: 665.077393
	Iteration 27Q: 3 clusters Score -59276.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -59277.167969 Penalty: 665.077393
	Iteration 28Q: 3 clusters Score -59277.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -59278.902344 Penalty: 665.077393
	Iteration 29Q: 3 clusters Score -59278.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -59280.277344 Penalty: 665.077393
	Iteration 30Q: 3 clusters Score -59280.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -59281.394531 Penalty: 665.077393
	Iteration 31Q: 3 clusters Score -59281.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -59282.390625 Penalty: 665.077393
	Iteration 32Q: 3 clusters Score -59282.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -59282.484375 Penalty: 665.077393
	Iteration 33Q: 3 clusters Score -59282.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -59282.687500 Penalty: 665.077393
	Iteration 34Q: 3 clusters Score -59282.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -59282.687500 Penalty: 665.077393
	Iteration 35F: 3 clusters Score -59282.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Entering Unmasked Estep 
Score: -839159.937500 Penalty: 458.796112
	Iteration 0F: 2 clusters Score -839159.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -823142.937500 Penalty: 917.592224
	Iteration 0F: 3 clusters Score -823142.9 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -830559.375000 Penalty: 917.592224
	Iteration 1F: 3 clusters Score -830559.4 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -831691.312500 Penalty: 917.592224
	Iteration 2F: 3 clusters Score -831691.3 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -832894.937500 Penalty: 917.592224
	Iteration 3F: 3 clusters Score -832894.9 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -834053.437500 Penalty: 917.592224
	Iteration 4F: 3 clusters Score -834053.4 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -835016.187500 Penalty: 917.592224
	Iteration 5F: 3 clusters Score -835016.2 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -835694.437500 Penalty: 917.592224
	Iteration 6F: 3 clusters Score -835694.4 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -836169.375000 Penalty: 917.592224
	Iteration 7Q: 3 clusters Score -836169.4 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -836576.375000 Penalty: 917.592224
	Iteration 8Q: 3 clusters Score -836576.4 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -837040.187500 Penalty: 917.592224
	Iteration 9Q: 3 clusters Score -837040.2 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -837678.000000 Penalty: 917.592224
	Iteration 10Q: 3 clusters Score -837678 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -838601.125000 Penalty: 917.592224
	Iteration 11Q: 3 clusters Score -838601.1 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -839751.687500 Penalty: 917.592224
	Iteration 12Q: 3 clusters Score -839751.7 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -840576.687500 Penalty: 917.592224
	Iteration 13Q: 3 clusters Score -840576.7 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -840973.875000 Penalty: 917.592224
	Iteration 14Q: 3 clusters Score -840973.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -841119.812500 Penalty: 917.592224
	Iteration 15Q: 3 clusters Score -841119.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -841178.437500 Penalty: 917.592224
	Iteration 16Q: 3 clusters Score -841178.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -841197.750000 Penalty: 917.592224
	Iteration 17Q: 3 clusters Score -841197.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -841208.687500 Penalty: 917.592224
	Iteration 18Q: 3 clusters Score -841208.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -841211.250000 Penalty: 917.592224
	Iteration 19Q: 3 clusters Score -841211.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -841255.375000 Penalty: 917.592224
	Iteration 20F: 3 clusters Score -841255.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -841270.812500 Penalty: 917.592224
	Iteration 21Q: 3 clusters Score -841270.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -841279.312500 Penalty: 917.592224
	Iteration 22Q: 3 clusters Score -841279.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -841285.000000 Penalty: 917.592224
	Iteration 23Q: 3 clusters Score -841285 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -841287.500000 Penalty: 917.592224
	Iteration 24Q: 3 clusters Score -841287.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -841290.062500 Penalty: 917.592224
	Iteration 25Q: 3 clusters Score -841290.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -841294.437500 Penalty: 917.592224
	Iteration 26Q: 3 clusters Score -841294.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -841297.500000 Penalty: 917.592224
	Iteration 27Q: 3 clusters Score -841297.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -841297.062500 Penalty: 917.592224
	Iteration 28Q: 3 clusters Score -841297.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -841298.875000 Penalty: 917.592224
	Iteration 29Q: 3 clusters Score -841298.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -841296.750000 Penalty: 917.592224
	Iteration 30Q: 3 clusters Score -841296.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -841301.812500 Penalty: 917.592224
	Iteration 31Q: 3 clusters Score -841301.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -841302.062500 Penalty: 917.592224
	Iteration 32Q: 3 clusters Score -841302.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -841300.937500 Penalty: 917.592224
	Iteration 33Q: 3 clusters Score -841300.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -841301.750000 Penalty: 917.592224
	Iteration 34Q: 3 clusters Score -841301.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -841302.125000 Penalty: 917.592224
	Iteration 35Q: 3 clusters Score -841302.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -841303.000000 Penalty: 917.592224
	Iteration 36Q: 3 clusters Score -841303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -841302.812500 Penalty: 917.592224
	Iteration 37Q: 3 clusters Score -841302.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -841302.812500 Penalty: 917.592224
	Iteration 38Q: 3 clusters Score -841302.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -841303.000000 Penalty: 917.592224
	Iteration 39Q: 3 clusters Score -841303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -841303.000000 Penalty: 917.592224
	Iteration 40F: 3 clusters Score -841303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16513 members 
Mstep: Class 3 contains 9689 members 
Mstep: Class 4 contains 16357 members 
Mstep: Class 5 contains 8624 members 
Mstep: Class 6 contains 3483 members 
Mstep: Class 7 contains 7430 members 
Mstep: Class 8 contains 618 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 7013 members 
Mstep: Class 11 contains 31393 members 
Mstep: Class 13 contains 6319 members 
Mstep: Class 14 contains 15587 members 
Mstep: Class 15 contains 31597 members 
Mstep: Class 16 contains 37280 members 
Mstep: Class 17 contains 574182 members 
Mstep: Class 18 contains 584773 members 
Mstep: Class 19 contains 10486 members 
Mstep: Class 20 contains 23895 members 
Entering Unmasked Estep 
Score: -50287432.000000 Penalty: 12226.942383
Splitting cluster 2 changes total score from -50282200.000000 to -50287432.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 3 (9689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Entering Unmasked Estep 
Score: -311457.781250 Penalty: 417.632965
	Iteration 0F: 2 clusters Score -311457.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -304993.250000 Penalty: 835.265930
	Iteration 0F: 3 clusters Score -304993.2 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -309863.125000 Penalty: 835.265930
	Iteration 1F: 3 clusters Score -309863.1 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -311908.343750 Penalty: 835.265930
	Iteration 2F: 3 clusters Score -311908.3 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -313131.781250 Penalty: 835.265930
	Iteration 3F: 3 clusters Score -313131.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -313753.687500 Penalty: 835.265930
	Iteration 4F: 3 clusters Score -313753.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -314120.125000 Penalty: 835.265930
	Iteration 5Q: 3 clusters Score -314120.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -314488.531250 Penalty: 835.265930
	Iteration 6Q: 3 clusters Score -314488.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -314714.906250 Penalty: 835.265930
	Iteration 7Q: 3 clusters Score -314714.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -314814.625000 Penalty: 835.265930
	Iteration 8Q: 3 clusters Score -314814.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -314893.375000 Penalty: 835.265930
	Iteration 9Q: 3 clusters Score -314893.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -314946.343750 Penalty: 835.265930
	Iteration 10Q: 3 clusters Score -314946.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -314973.343750 Penalty: 835.265930
	Iteration 11Q: 3 clusters Score -314973.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -314987.562500 Penalty: 835.265930
	Iteration 12Q: 3 clusters Score -314987.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -314997.250000 Penalty: 835.265930
	Iteration 13Q: 3 clusters Score -314997.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -315003.593750 Penalty: 835.265930
	Iteration 14Q: 3 clusters Score -315003.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -315006.687500 Penalty: 835.265930
	Iteration 15Q: 3 clusters Score -315006.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -315008.406250 Penalty: 835.265930
	Iteration 16Q: 3 clusters Score -315008.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -315008.093750 Penalty: 835.265930
	Iteration 17Q: 3 clusters Score -315008.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -315008.843750 Penalty: 835.265930
	Iteration 18Q: 3 clusters Score -315008.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -315009.593750 Penalty: 835.265930
	Iteration 19Q: 3 clusters Score -315009.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -315009.687500 Penalty: 835.265930
	Iteration 20F: 3 clusters Score -315009.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -315009.843750 Penalty: 835.265930
	Iteration 21Q: 3 clusters Score -315009.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -315010.000000 Penalty: 835.265930
	Iteration 22Q: 3 clusters Score -315010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -315010.125000 Penalty: 835.265930
	Iteration 23Q: 3 clusters Score -315010.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -315010.125000 Penalty: 835.265930
	Iteration 24F: 3 clusters Score -315010.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16513 members 
Mstep: Class 3 contains 7811 members 
Mstep: Class 4 contains 16357 members 
Mstep: Class 5 contains 8624 members 
Mstep: Class 6 contains 3483 members 
Mstep: Class 7 contains 7430 members 
Mstep: Class 8 contains 618 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 7013 members 
Mstep: Class 11 contains 31393 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 6319 members 
Mstep: Class 14 contains 15587 members 
Mstep: Class 15 contains 31597 members 
Mstep: Class 16 contains 37280 members 
Mstep: Class 17 contains 574182 members 
Mstep: Class 18 contains 584773 members 
Mstep: Class 19 contains 10486 members 
Mstep: Class 20 contains 23895 members 
Entering Unmasked Estep 
Score: -50290944.000000 Penalty: 12870.465820
Splitting cluster 3 changes total score from -50282200.000000 to -50290944.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 4 (16357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Entering Unmasked Estep 
Score: -649745.375000 Penalty: 441.459717
	Iteration 0F: 2 clusters Score -649745.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -638753.000000 Penalty: 882.919434
	Iteration 0F: 3 clusters Score -638753 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -643090.187500 Penalty: 882.919434
	Iteration 1F: 3 clusters Score -643090.2 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -643337.812500 Penalty: 882.919434
	Iteration 2Q: 3 clusters Score -643337.8 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -643614.625000 Penalty: 882.919434
	Iteration 3Q: 3 clusters Score -643614.6 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -643980.250000 Penalty: 882.919434
	Iteration 4F: 3 clusters Score -643980.2 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -644437.250000 Penalty: 882.919434
	Iteration 5F: 3 clusters Score -644437.2 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -645067.125000 Penalty: 882.919434
	Iteration 6F: 3 clusters Score -645067.1 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -645917.875000 Penalty: 882.919434
	Iteration 7F: 3 clusters Score -645917.9 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -646880.375000 Penalty: 882.919434
	Iteration 8F: 3 clusters Score -646880.4 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -647788.062500 Penalty: 882.919434
	Iteration 9F: 3 clusters Score -647788.1 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -648544.312500 Penalty: 882.919434
	Iteration 10Q: 3 clusters Score -648544.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -648985.750000 Penalty: 882.919434
	Iteration 11Q: 3 clusters Score -648985.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -649199.062500 Penalty: 882.919434
	Iteration 12Q: 3 clusters Score -649199.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -649279.000000 Penalty: 882.919434
	Iteration 13Q: 3 clusters Score -649279 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -649360.000000 Penalty: 882.919434
	Iteration 14Q: 3 clusters Score -649360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -649412.437500 Penalty: 882.919434
	Iteration 15Q: 3 clusters Score -649412.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -649434.000000 Penalty: 882.919434
	Iteration 16Q: 3 clusters Score -649434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -649453.250000 Penalty: 882.919434
	Iteration 17Q: 3 clusters Score -649453.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -649464.625000 Penalty: 882.919434
	Iteration 18Q: 3 clusters Score -649464.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -649471.250000 Penalty: 882.919434
	Iteration 19Q: 3 clusters Score -649471.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -649475.875000 Penalty: 882.919434
	Iteration 20F: 3 clusters Score -649475.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -649480.437500 Penalty: 882.919434
	Iteration 21Q: 3 clusters Score -649480.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -649480.687500 Penalty: 882.919434
	Iteration 22Q: 3 clusters Score -649480.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -649481.875000 Penalty: 882.919434
	Iteration 23Q: 3 clusters Score -649481.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -649481.875000 Penalty: 882.919434
	Iteration 24F: 3 clusters Score -649481.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Entering Unmasked Estep 
Score: -314552.187500 Penalty: 412.334869
	Iteration 0F: 2 clusters Score -314552.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -308870.343750 Penalty: 824.669739
	Iteration 0F: 3 clusters Score -308870.3 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -311168.718750 Penalty: 824.669739
	Iteration 1F: 3 clusters Score -311168.7 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -311408.125000 Penalty: 824.669739
	Iteration 2F: 3 clusters Score -311408.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -311749.937500 Penalty: 824.669739
	Iteration 3F: 3 clusters Score -311749.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -312383.593750 Penalty: 824.669739
	Iteration 4F: 3 clusters Score -312383.6 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -313389.937500 Penalty: 824.669739
	Iteration 5F: 3 clusters Score -313389.9 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -314406.843750 Penalty: 824.669739
	Iteration 6F: 3 clusters Score -314406.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -315029.718750 Penalty: 824.669739
	Iteration 7F: 3 clusters Score -315029.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -315273.625000 Penalty: 824.669739
	Iteration 8Q: 3 clusters Score -315273.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -315410.187500 Penalty: 824.669739
	Iteration 9Q: 3 clusters Score -315410.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -315522.906250 Penalty: 824.669739
	Iteration 10Q: 3 clusters Score -315522.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -315596.343750 Penalty: 824.669739
	Iteration 11Q: 3 clusters Score -315596.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -315640.687500 Penalty: 824.669739
	Iteration 12Q: 3 clusters Score -315640.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -315669.593750 Penalty: 824.669739
	Iteration 13Q: 3 clusters Score -315669.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -315694.687500 Penalty: 824.669739
	Iteration 14Q: 3 clusters Score -315694.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -315708.000000 Penalty: 824.669739
	Iteration 15Q: 3 clusters Score -315708 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -315717.156250 Penalty: 824.669739
	Iteration 16Q: 3 clusters Score -315717.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -315726.812500 Penalty: 824.669739
	Iteration 17Q: 3 clusters Score -315726.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -315734.562500 Penalty: 824.669739
	Iteration 18Q: 3 clusters Score -315734.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -315745.156250 Penalty: 824.669739
	Iteration 19Q: 3 clusters Score -315745.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -315753.718750 Penalty: 824.669739
	Iteration 20F: 3 clusters Score -315753.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -315761.843750 Penalty: 824.669739
	Iteration 21Q: 3 clusters Score -315761.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -315768.312500 Penalty: 824.669739
	Iteration 22Q: 3 clusters Score -315768.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -315769.937500 Penalty: 824.669739
	Iteration 23Q: 3 clusters Score -315769.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -315770.343750 Penalty: 824.669739
	Iteration 24Q: 3 clusters Score -315770.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -315772.156250 Penalty: 824.669739
	Iteration 25Q: 3 clusters Score -315772.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -315773.468750 Penalty: 824.669739
	Iteration 26Q: 3 clusters Score -315773.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -315774.562500 Penalty: 824.669739
	Iteration 27Q: 3 clusters Score -315774.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -315775.187500 Penalty: 824.669739
	Iteration 28Q: 3 clusters Score -315775.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -315775.281250 Penalty: 824.669739
	Iteration 29Q: 3 clusters Score -315775.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -315775.281250 Penalty: 824.669739
	Iteration 30Q: 3 clusters Score -315775.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -315775.593750 Penalty: 824.669739
	Iteration 31Q: 3 clusters Score -315775.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -315775.593750 Penalty: 824.669739
	Iteration 32F: 3 clusters Score -315775.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16513 members 
Mstep: Class 3 contains 7811 members 
Mstep: Class 4 contains 16357 members 
Mstep: Class 5 contains 3621 members 
Mstep: Class 6 contains 3483 members 
Mstep: Class 7 contains 7430 members 
Mstep: Class 8 contains 618 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 7013 members 
Mstep: Class 11 contains 31393 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 6319 members 
Mstep: Class 14 contains 15587 members 
Mstep: Class 15 contains 31597 members 
Mstep: Class 16 contains 37280 members 
Mstep: Class 17 contains 574182 members 
Mstep: Class 18 contains 584773 members 
Mstep: Class 19 contains 10486 members 
Mstep: Class 20 contains 23895 members 
Mstep: Class 21 contains 5003 members 
Entering Unmasked Estep 
Score: -50292040.000000 Penalty: 13513.989258
Splitting cluster 5 changes total score from -50282200.000000 to -50292040.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (3483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Entering Unmasked Estep 
Score: -134751.437500 Penalty: 371.082031
	Iteration 0F: 2 clusters Score -134751.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -132329.562500 Penalty: 742.164062
	Iteration 0F: 3 clusters Score -132329.6 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -133188.218750 Penalty: 742.164062
	Iteration 1F: 3 clusters Score -133188.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -133341.328125 Penalty: 742.164062
	Iteration 2F: 3 clusters Score -133341.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -133520.390625 Penalty: 742.164062
	Iteration 3F: 3 clusters Score -133520.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -133691.453125 Penalty: 742.164062
	Iteration 4F: 3 clusters Score -133691.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -133829.453125 Penalty: 742.164062
	Iteration 5F: 3 clusters Score -133829.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -133943.546875 Penalty: 742.164062
	Iteration 6Q: 3 clusters Score -133943.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -134039.718750 Penalty: 742.164062
	Iteration 7Q: 3 clusters Score -134039.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -134113.890625 Penalty: 742.164062
	Iteration 8Q: 3 clusters Score -134113.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -134190.796875 Penalty: 742.164062
	Iteration 9Q: 3 clusters Score -134190.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -134229.718750 Penalty: 742.164062
	Iteration 10Q: 3 clusters Score -134229.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -134251.250000 Penalty: 742.164062
	Iteration 11Q: 3 clusters Score -134251.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -134267.562500 Penalty: 742.164062
	Iteration 12Q: 3 clusters Score -134267.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -134281.234375 Penalty: 742.164062
	Iteration 13Q: 3 clusters Score -134281.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -134292.890625 Penalty: 742.164062
	Iteration 14Q: 3 clusters Score -134292.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -134301.531250 Penalty: 742.164062
	Iteration 15Q: 3 clusters Score -134301.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -134308.406250 Penalty: 742.164062
	Iteration 16Q: 3 clusters Score -134308.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -134315.921875 Penalty: 742.164062
	Iteration 17Q: 3 clusters Score -134315.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -134325.765625 Penalty: 742.164062
	Iteration 18Q: 3 clusters Score -134325.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -134339.625000 Penalty: 742.164062
	Iteration 19Q: 3 clusters Score -134339.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -134355.484375 Penalty: 742.164062
	Iteration 20F: 3 clusters Score -134355.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -134368.281250 Penalty: 742.164062
	Iteration 21Q: 3 clusters Score -134368.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -134381.437500 Penalty: 742.164062
	Iteration 22Q: 3 clusters Score -134381.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -134388.046875 Penalty: 742.164062
	Iteration 23Q: 3 clusters Score -134388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -134393.937500 Penalty: 742.164062
	Iteration 24Q: 3 clusters Score -134393.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -134399.203125 Penalty: 742.164062
	Iteration 25Q: 3 clusters Score -134399.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -134408.875000 Penalty: 742.164062
	Iteration 26Q: 3 clusters Score -134408.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -134415.500000 Penalty: 742.164062
	Iteration 27Q: 3 clusters Score -134415.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -134423.953125 Penalty: 742.164062
	Iteration 28Q: 3 clusters Score -134424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -134433.859375 Penalty: 742.164062
	Iteration 29Q: 3 clusters Score -134433.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -134441.234375 Penalty: 742.164062
	Iteration 30Q: 3 clusters Score -134441.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -134445.328125 Penalty: 742.164062
	Iteration 31Q: 3 clusters Score -134445.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -134448.062500 Penalty: 742.164062
	Iteration 32Q: 3 clusters Score -134448.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -134449.546875 Penalty: 742.164062
	Iteration 33Q: 3 clusters Score -134449.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -134450.828125 Penalty: 742.164062
	Iteration 34Q: 3 clusters Score -134450.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -134452.234375 Penalty: 742.164062
	Iteration 35Q: 3 clusters Score -134452.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -134453.906250 Penalty: 742.164062
	Iteration 36Q: 3 clusters Score -134453.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -134454.078125 Penalty: 742.164062
	Iteration 37Q: 3 clusters Score -134454.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -134454.078125 Penalty: 742.164062
	Iteration 38F: 3 clusters Score -134454.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -30015.109375 Penalty: 292.405212
	Iteration 0F: 2 clusters Score -30015.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29447.722656 Penalty: 584.810425
	Iteration 0F: 3 clusters Score -29447.72 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -29581.148438 Penalty: 584.810425
	Iteration 1F: 3 clusters Score -29581.15 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29604.312500 Penalty: 584.810425
	Iteration 2F: 3 clusters Score -29604.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -29621.328125 Penalty: 584.810425
	Iteration 3Q: 3 clusters Score -29621.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29630.054688 Penalty: 584.810425
	Iteration 4Q: 3 clusters Score -29630.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29638.949219 Penalty: 584.810425
	Iteration 5Q: 3 clusters Score -29638.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29645.816406 Penalty: 584.810425
	Iteration 6Q: 3 clusters Score -29645.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29649.011719 Penalty: 584.810425
	Iteration 7Q: 3 clusters Score -29649.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29653.355469 Penalty: 584.810425
	Iteration 8Q: 3 clusters Score -29653.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -29657.341797 Penalty: 584.810425
	Iteration 9Q: 3 clusters Score -29657.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29661.455078 Penalty: 584.810425
	Iteration 10Q: 3 clusters Score -29661.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29664.732422 Penalty: 584.810425
	Iteration 11Q: 3 clusters Score -29664.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29666.349609 Penalty: 584.810425
	Iteration 12Q: 3 clusters Score -29666.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29668.566406 Penalty: 584.810425
	Iteration 13Q: 3 clusters Score -29668.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -29671.960938 Penalty: 584.810425
	Iteration 14Q: 3 clusters Score -29671.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -29676.269531 Penalty: 584.810425
	Iteration 15Q: 3 clusters Score -29676.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29681.232422 Penalty: 584.810425
	Iteration 16Q: 3 clusters Score -29681.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29685.806641 Penalty: 584.810425
	Iteration 17Q: 3 clusters Score -29685.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29688.439453 Penalty: 584.810425
	Iteration 18Q: 3 clusters Score -29688.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29688.648438 Penalty: 584.810425
	Iteration 19Q: 3 clusters Score -29688.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29688.648438 Penalty: 584.810425
	Iteration 20F: 3 clusters Score -29688.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -50352.167969 Penalty: 321.095184
	Iteration 0F: 2 clusters Score -50352.17 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 604 members 
Entering Unmasked Estep 
Score: -49420.292969 Penalty: 642.190369
	Iteration 0F: 3 clusters Score -49420.29 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -49705.699219 Penalty: 642.190369
	Iteration 1F: 3 clusters Score -49705.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -49773.218750 Penalty: 642.190369
	Iteration 2F: 3 clusters Score -49773.22 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -49825.671875 Penalty: 642.190369
	Iteration 3F: 3 clusters Score -49825.67 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -49867.953125 Penalty: 642.190369
	Iteration 4Q: 3 clusters Score -49867.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -49897.570312 Penalty: 642.190369
	Iteration 5Q: 3 clusters Score -49897.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -49935.691406 Penalty: 642.190369
	Iteration 6Q: 3 clusters Score -49935.69 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -49968.316406 Penalty: 642.190369
	Iteration 7Q: 3 clusters Score -49968.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -49993.117188 Penalty: 642.190369
	Iteration 8Q: 3 clusters Score -49993.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -50009.515625 Penalty: 642.190369
	Iteration 9Q: 3 clusters Score -50009.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -50024.523438 Penalty: 642.190369
	Iteration 10Q: 3 clusters Score -50024.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -50032.613281 Penalty: 642.190369
	Iteration 11Q: 3 clusters Score -50032.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -50039.957031 Penalty: 642.190369
	Iteration 12Q: 3 clusters Score -50039.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -50044.777344 Penalty: 642.190369
	Iteration 13Q: 3 clusters Score -50044.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -50051.707031 Penalty: 642.190369
	Iteration 14Q: 3 clusters Score -50051.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -50068.496094 Penalty: 642.190369
	Iteration 15Q: 3 clusters Score -50068.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -50082.964844 Penalty: 642.190369
	Iteration 16Q: 3 clusters Score -50082.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -50085.164062 Penalty: 642.190369
	Iteration 17Q: 3 clusters Score -50085.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -50087.003906 Penalty: 642.190369
	Iteration 18Q: 3 clusters Score -50087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -50088.207031 Penalty: 642.190369
	Iteration 19Q: 3 clusters Score -50088.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -50088.390625 Penalty: 642.190369
	Iteration 20F: 3 clusters Score -50088.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Entering Unmasked Estep 
Score: -251524.640625 Penalty: 402.926208
	Iteration 0F: 2 clusters Score -251524.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -246856.046875 Penalty: 805.852417
	Iteration 0F: 3 clusters Score -246856 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -248895.437500 Penalty: 805.852417
	Iteration 1F: 3 clusters Score -248895.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -249244.062500 Penalty: 805.852417
	Iteration 2F: 3 clusters Score -249244.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -249659.796875 Penalty: 805.852417
	Iteration 3F: 3 clusters Score -249659.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -250088.890625 Penalty: 805.852417
	Iteration 4F: 3 clusters Score -250088.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -250419.203125 Penalty: 805.852417
	Iteration 5F: 3 clusters Score -250419.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -250593.906250 Penalty: 805.852417
	Iteration 6Q: 3 clusters Score -250593.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -250689.687500 Penalty: 805.852417
	Iteration 7Q: 3 clusters Score -250689.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -250760.750000 Penalty: 805.852417
	Iteration 8Q: 3 clusters Score -250760.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -250815.156250 Penalty: 805.852417
	Iteration 9Q: 3 clusters Score -250815.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -250855.671875 Penalty: 805.852417
	Iteration 10Q: 3 clusters Score -250855.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -250893.609375 Penalty: 805.852417
	Iteration 11Q: 3 clusters Score -250893.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -250921.718750 Penalty: 805.852417
	Iteration 12Q: 3 clusters Score -250921.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -250942.234375 Penalty: 805.852417
	Iteration 13Q: 3 clusters Score -250942.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -250955.500000 Penalty: 805.852417
	Iteration 14Q: 3 clusters Score -250955.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -250968.343750 Penalty: 805.852417
	Iteration 15Q: 3 clusters Score -250968.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -250982.671875 Penalty: 805.852417
	Iteration 16Q: 3 clusters Score -250982.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -250996.718750 Penalty: 805.852417
	Iteration 17Q: 3 clusters Score -250996.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -251013.234375 Penalty: 805.852417
	Iteration 18Q: 3 clusters Score -251013.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -251047.703125 Penalty: 805.852417
	Iteration 19Q: 3 clusters Score -251047.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -251071.437500 Penalty: 805.852417
	Iteration 20F: 3 clusters Score -251071.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -251092.468750 Penalty: 805.852417
	Iteration 21Q: 3 clusters Score -251092.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -251115.640625 Penalty: 805.852417
	Iteration 22Q: 3 clusters Score -251115.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -251144.093750 Penalty: 805.852417
	Iteration 23Q: 3 clusters Score -251144.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -251163.640625 Penalty: 805.852417
	Iteration 24Q: 3 clusters Score -251163.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -251184.906250 Penalty: 805.852417
	Iteration 25Q: 3 clusters Score -251184.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -251199.671875 Penalty: 805.852417
	Iteration 26Q: 3 clusters Score -251199.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -251221.484375 Penalty: 805.852417
	Iteration 27Q: 3 clusters Score -251221.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -251249.750000 Penalty: 805.852417
	Iteration 28Q: 3 clusters Score -251249.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -251281.140625 Penalty: 805.852417
	Iteration 29Q: 3 clusters Score -251281.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -251312.187500 Penalty: 805.852417
	Iteration 30Q: 3 clusters Score -251312.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -251348.906250 Penalty: 805.852417
	Iteration 31Q: 3 clusters Score -251348.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -251388.562500 Penalty: 805.852417
	Iteration 32Q: 3 clusters Score -251388.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -251426.906250 Penalty: 805.852417
	Iteration 33Q: 3 clusters Score -251426.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -251460.890625 Penalty: 805.852417
	Iteration 34Q: 3 clusters Score -251460.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -251480.562500 Penalty: 805.852417
	Iteration 35Q: 3 clusters Score -251480.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -251488.234375 Penalty: 805.852417
	Iteration 36Q: 3 clusters Score -251488.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -251494.765625 Penalty: 805.852417
	Iteration 37Q: 3 clusters Score -251494.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -251497.906250 Penalty: 805.852417
	Iteration 38Q: 3 clusters Score -251497.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -251499.703125 Penalty: 805.852417
	Iteration 39Q: 3 clusters Score -251499.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -251500.468750 Penalty: 805.852417
	Iteration 40F: 3 clusters Score -251500.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -251501.015625 Penalty: 805.852417
	Iteration 41Q: 3 clusters Score -251501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -251501.703125 Penalty: 805.852417
	Iteration 42Q: 3 clusters Score -251501.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -251502.546875 Penalty: 805.852417
	Iteration 43Q: 3 clusters Score -251502.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -251502.484375 Penalty: 805.852417
	Iteration 44Q: 3 clusters Score -251502.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -251502.750000 Penalty: 805.852417
	Iteration 45Q: 3 clusters Score -251502.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -251502.750000 Penalty: 805.852417
	Iteration 46F: 3 clusters Score -251502.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Entering Unmasked Estep 
Score: -1054335.000000 Penalty: 471.122498
	Iteration 0F: 2 clusters Score -1054335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -1033373.000000 Penalty: 942.244995
	Iteration 0F: 3 clusters Score -1033373 nChanged 15060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1042906.187500 Penalty: 942.244995
	Iteration 1F: 3 clusters Score -1042906 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1044771.125000 Penalty: 942.244995
	Iteration 2F: 3 clusters Score -1044771 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1047302.562500 Penalty: 942.244995
	Iteration 3F: 3 clusters Score -1047303 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1049525.875000 Penalty: 942.244995
	Iteration 4F: 3 clusters Score -1049526 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -1051178.250000 Penalty: 942.244995
	Iteration 5F: 3 clusters Score -1051178 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -1052260.000000 Penalty: 942.244995
	Iteration 6F: 3 clusters Score -1052260 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -1052876.250000 Penalty: 942.244995
	Iteration 7Q: 3 clusters Score -1052876 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1053256.000000 Penalty: 942.244995
	Iteration 8Q: 3 clusters Score -1053256 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1053518.250000 Penalty: 942.244995
	Iteration 9Q: 3 clusters Score -1053518 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -1053740.625000 Penalty: 942.244995
	Iteration 10Q: 3 clusters Score -1053741 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -1053940.000000 Penalty: 942.244995
	Iteration 11Q: 3 clusters Score -1053940 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -1054120.375000 Penalty: 942.244995
	Iteration 12Q: 3 clusters Score -1054120 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -1054271.625000 Penalty: 942.244995
	Iteration 13Q: 3 clusters Score -1054272 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -1054409.500000 Penalty: 942.244995
	Iteration 14Q: 3 clusters Score -1054410 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -1054512.750000 Penalty: 942.244995
	Iteration 15Q: 3 clusters Score -1054513 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -1054594.125000 Penalty: 942.244995
	Iteration 16Q: 3 clusters Score -1054594 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -1054652.750000 Penalty: 942.244995
	Iteration 17Q: 3 clusters Score -1054653 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -1054709.000000 Penalty: 942.244995
	Iteration 18Q: 3 clusters Score -1054709 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -1054749.625000 Penalty: 942.244995
	Iteration 19Q: 3 clusters Score -1054750 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -1054795.625000 Penalty: 942.244995
	Iteration 20F: 3 clusters Score -1054796 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -1054843.500000 Penalty: 942.244995
	Iteration 21Q: 3 clusters Score -1054844 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -1054880.750000 Penalty: 942.244995
	Iteration 22Q: 3 clusters Score -1054881 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -1054916.750000 Penalty: 942.244995
	Iteration 23Q: 3 clusters Score -1054917 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -1054943.125000 Penalty: 942.244995
	Iteration 24Q: 3 clusters Score -1054943 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -1054964.500000 Penalty: 942.244995
	Iteration 25Q: 3 clusters Score -1054964 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -1054980.375000 Penalty: 942.244995
	Iteration 26Q: 3 clusters Score -1054980 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -1054997.375000 Penalty: 942.244995
	Iteration 27Q: 3 clusters Score -1054997 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -1055018.500000 Penalty: 942.244995
	Iteration 28Q: 3 clusters Score -1055018 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -1055027.625000 Penalty: 942.244995
	Iteration 29Q: 3 clusters Score -1055028 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -1055040.000000 Penalty: 942.244995
	Iteration 30Q: 3 clusters Score -1055040 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -1055054.750000 Penalty: 942.244995
	Iteration 31Q: 3 clusters Score -1055055 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -1055066.125000 Penalty: 942.244995
	Iteration 32Q: 3 clusters Score -1055066 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -1055080.500000 Penalty: 942.244995
	Iteration 33Q: 3 clusters Score -1055080 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -1055092.875000 Penalty: 942.244995
	Iteration 34Q: 3 clusters Score -1055093 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -1055103.750000 Penalty: 942.244995
	Iteration 35Q: 3 clusters Score -1055104 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -1055113.750000 Penalty: 942.244995
	Iteration 36Q: 3 clusters Score -1055114 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -1055119.625000 Penalty: 942.244995
	Iteration 37Q: 3 clusters Score -1055120 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -1055127.625000 Penalty: 942.244995
	Iteration 38Q: 3 clusters Score -1055128 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -1055132.500000 Penalty: 942.244995
	Iteration 39Q: 3 clusters Score -1055132 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -1055146.500000 Penalty: 942.244995
	Iteration 40F: 3 clusters Score -1055146 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -1055159.000000 Penalty: 942.244995
	Iteration 41Q: 3 clusters Score -1055159 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -1055174.875000 Penalty: 942.244995
	Iteration 42Q: 3 clusters Score -1055175 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -1055180.875000 Penalty: 942.244995
	Iteration 43Q: 3 clusters Score -1055181 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -1055190.000000 Penalty: 942.244995
	Iteration 44Q: 3 clusters Score -1055190 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -1055198.875000 Penalty: 942.244995
	Iteration 45Q: 3 clusters Score -1055199 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -1055205.125000 Penalty: 942.244995
	Iteration 46Q: 3 clusters Score -1055205 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -1055206.500000 Penalty: 942.244995
	Iteration 47Q: 3 clusters Score -1055206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -1055210.750000 Penalty: 942.244995
	Iteration 48Q: 3 clusters Score -1055211 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -1055217.625000 Penalty: 942.244995
	Iteration 49Q: 3 clusters Score -1055218 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -1055216.125000 Penalty: 942.244995
	Iteration 50Q: 3 clusters Score -1055216 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -1055219.000000 Penalty: 942.244995
	Iteration 51Q: 3 clusters Score -1055219 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -1055224.500000 Penalty: 942.244995
	Iteration 52Q: 3 clusters Score -1055224 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -1055225.000000 Penalty: 942.244995
	Iteration 53Q: 3 clusters Score -1055225 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -1055228.000000 Penalty: 942.244995
	Iteration 54Q: 3 clusters Score -1055228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -1055227.625000 Penalty: 942.244995
	Iteration 55Q: 3 clusters Score -1055228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -1055229.625000 Penalty: 942.244995
	Iteration 56Q: 3 clusters Score -1055230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -1055231.500000 Penalty: 942.244995
	Iteration 57Q: 3 clusters Score -1055232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -1055230.750000 Penalty: 942.244995
	Iteration 58Q: 3 clusters Score -1055231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -1055227.125000 Penalty: 942.244995
	Iteration 59Q: 3 clusters Score -1055227 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -1055230.125000 Penalty: 942.244995
	Iteration 60F: 3 clusters Score -1055230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -1055234.000000 Penalty: 942.244995
	Iteration 61Q: 3 clusters Score -1055234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -1055236.750000 Penalty: 942.244995
	Iteration 62Q: 3 clusters Score -1055237 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -1055239.125000 Penalty: 942.244995
	Iteration 63Q: 3 clusters Score -1055239 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -1055240.625000 Penalty: 942.244995
	Iteration 64Q: 3 clusters Score -1055241 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -1055242.250000 Penalty: 942.244995
	Iteration 65Q: 3 clusters Score -1055242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -1055248.000000 Penalty: 942.244995
	Iteration 66Q: 3 clusters Score -1055248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -1055251.000000 Penalty: 942.244995
	Iteration 67Q: 3 clusters Score -1055251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -1055251.875000 Penalty: 942.244995
	Iteration 68Q: 3 clusters Score -1055252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -1055250.375000 Penalty: 942.244995
	Iteration 69Q: 3 clusters Score -1055250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -1055250.125000 Penalty: 942.244995
	Iteration 70Q: 3 clusters Score -1055250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -1055252.750000 Penalty: 942.244995
	Iteration 71Q: 3 clusters Score -1055253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -1055255.500000 Penalty: 942.244995
	Iteration 72Q: 3 clusters Score -1055256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -1055253.875000 Penalty: 942.244995
	Iteration 73Q: 3 clusters Score -1055254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -1055255.000000 Penalty: 942.244995
	Iteration 74Q: 3 clusters Score -1055255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -1055253.000000 Penalty: 942.244995
	Iteration 75Q: 3 clusters Score -1055253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -1055258.250000 Penalty: 942.244995
	Iteration 76Q: 3 clusters Score -1055258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -1055257.125000 Penalty: 942.244995
	Iteration 77Q: 3 clusters Score -1055257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -1055258.000000 Penalty: 942.244995
	Iteration 78Q: 3 clusters Score -1055258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -1055258.625000 Penalty: 942.244995
	Iteration 79Q: 3 clusters Score -1055259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -1055258.250000 Penalty: 942.244995
	Iteration 80F: 3 clusters Score -1055258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -1055259.000000 Penalty: 942.244995
	Iteration 81Q: 3 clusters Score -1055259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -1055259.000000 Penalty: 942.244995
	Iteration 82Q: 3 clusters Score -1055259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -1055259.750000 Penalty: 942.244995
	Iteration 83Q: 3 clusters Score -1055260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -1055258.125000 Penalty: 942.244995
	Iteration 84Q: 3 clusters Score -1055258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -1055259.125000 Penalty: 942.244995
	Iteration 85Q: 3 clusters Score -1055259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -1055259.250000 Penalty: 942.244995
	Iteration 86Q: 3 clusters Score -1055259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -1055260.125000 Penalty: 942.244995
	Iteration 87Q: 3 clusters Score -1055260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -1055259.875000 Penalty: 942.244995
	Iteration 88Q: 3 clusters Score -1055260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -1055259.125000 Penalty: 942.244995
	Iteration 89Q: 3 clusters Score -1055259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -1055259.250000 Penalty: 942.244995
	Iteration 90Q: 3 clusters Score -1055259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -1055261.125000 Penalty: 942.244995
	Iteration 91Q: 3 clusters Score -1055261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -1055261.375000 Penalty: 942.244995
	Iteration 92Q: 3 clusters Score -1055261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -1055259.750000 Penalty: 942.244995
	Iteration 93Q: 3 clusters Score -1055260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -1055260.125000 Penalty: 942.244995
	Iteration 94Q: 3 clusters Score -1055260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -1055260.250000 Penalty: 942.244995
	Iteration 95Q: 3 clusters Score -1055260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -1055261.500000 Penalty: 942.244995
	Iteration 96Q: 3 clusters Score -1055262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -1055261.500000 Penalty: 942.244995
	Iteration 97F: 3 clusters Score -1055262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16513 members 
Mstep: Class 3 contains 7811 members 
Mstep: Class 4 contains 16357 members 
Mstep: Class 5 contains 3621 members 
Mstep: Class 6 contains 3483 members 
Mstep: Class 7 contains 7430 members 
Mstep: Class 8 contains 618 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 7013 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 6319 members 
Mstep: Class 14 contains 15587 members 
Mstep: Class 15 contains 31597 members 
Mstep: Class 16 contains 37280 members 
Mstep: Class 17 contains 574182 members 
Mstep: Class 18 contains 584773 members 
Mstep: Class 19 contains 10486 members 
Mstep: Class 20 contains 23895 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 23359 members 
Entering Unmasked Estep 
Score: -50292448.000000 Penalty: 14157.511719
Splitting cluster 11 changes total score from -50282200.000000 to -50292448.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 13 (6319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Entering Unmasked Estep 
Score: -227581.859375 Penalty: 398.184875
	Iteration 0F: 2 clusters Score -227581.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -223319.390625 Penalty: 796.369751
	Iteration 0F: 3 clusters Score -223319.4 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -224879.281250 Penalty: 796.369751
	Iteration 1F: 3 clusters Score -224879.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -225038.640625 Penalty: 796.369751
	Iteration 2F: 3 clusters Score -225038.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -225223.218750 Penalty: 796.369751
	Iteration 3F: 3 clusters Score -225223.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -225443.468750 Penalty: 796.369751
	Iteration 4F: 3 clusters Score -225443.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -225730.609375 Penalty: 796.369751
	Iteration 5F: 3 clusters Score -225730.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -226087.687500 Penalty: 796.369751
	Iteration 6F: 3 clusters Score -226087.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -226510.718750 Penalty: 796.369751
	Iteration 7F: 3 clusters Score -226510.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -226896.734375 Penalty: 796.369751
	Iteration 8F: 3 clusters Score -226896.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -227159.265625 Penalty: 796.369751
	Iteration 9F: 3 clusters Score -227159.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -227341.359375 Penalty: 796.369751
	Iteration 10Q: 3 clusters Score -227341.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -227460.921875 Penalty: 796.369751
	Iteration 11Q: 3 clusters Score -227460.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -227527.984375 Penalty: 796.369751
	Iteration 12Q: 3 clusters Score -227528 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -227563.359375 Penalty: 796.369751
	Iteration 13Q: 3 clusters Score -227563.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -227582.000000 Penalty: 796.369751
	Iteration 14Q: 3 clusters Score -227582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -227595.640625 Penalty: 796.369751
	Iteration 15Q: 3 clusters Score -227595.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -227601.921875 Penalty: 796.369751
	Iteration 16Q: 3 clusters Score -227601.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -227605.078125 Penalty: 796.369751
	Iteration 17Q: 3 clusters Score -227605.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -227605.718750 Penalty: 796.369751
	Iteration 18Q: 3 clusters Score -227605.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -227606.328125 Penalty: 796.369751
	Iteration 19Q: 3 clusters Score -227606.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -227607.625000 Penalty: 796.369751
	Iteration 20F: 3 clusters Score -227607.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -227609.796875 Penalty: 796.369751
	Iteration 21Q: 3 clusters Score -227609.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -227610.406250 Penalty: 796.369751
	Iteration 22Q: 3 clusters Score -227610.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -227612.953125 Penalty: 796.369751
	Iteration 23Q: 3 clusters Score -227613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -227614.234375 Penalty: 796.369751
	Iteration 24Q: 3 clusters Score -227614.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -227614.859375 Penalty: 796.369751
	Iteration 25Q: 3 clusters Score -227614.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -227615.625000 Penalty: 796.369751
	Iteration 26Q: 3 clusters Score -227615.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -227616.421875 Penalty: 796.369751
	Iteration 27Q: 3 clusters Score -227616.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -227618.828125 Penalty: 796.369751
	Iteration 28Q: 3 clusters Score -227618.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -227622.031250 Penalty: 796.369751
	Iteration 29Q: 3 clusters Score -227622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -227625.640625 Penalty: 796.369751
	Iteration 30Q: 3 clusters Score -227625.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -227629.656250 Penalty: 796.369751
	Iteration 31Q: 3 clusters Score -227629.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -227630.312500 Penalty: 796.369751
	Iteration 32Q: 3 clusters Score -227630.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -227629.890625 Penalty: 796.369751
	Iteration 33Q: 3 clusters Score -227629.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -227629.937500 Penalty: 796.369751
	Iteration 34Q: 3 clusters Score -227629.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -227629.937500 Penalty: 796.369751
	Iteration 35F: 3 clusters Score -227629.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16513 members 
Mstep: Class 3 contains 7811 members 
Mstep: Class 4 contains 16357 members 
Mstep: Class 5 contains 3621 members 
Mstep: Class 6 contains 3483 members 
Mstep: Class 7 contains 7430 members 
Mstep: Class 8 contains 618 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 7013 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 5985 members 
Mstep: Class 14 contains 15587 members 
Mstep: Class 15 contains 31597 members 
Mstep: Class 16 contains 37280 members 
Mstep: Class 17 contains 574182 members 
Mstep: Class 18 contains 584773 members 
Mstep: Class 19 contains 10486 members 
Mstep: Class 20 contains 23895 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 23359 members 
Mstep: Class 23 contains 334 members 
Entering Unmasked Estep 
Score: -50292276.000000 Penalty: 14801.035156
Splitting cluster 13 changes total score from -50282200.000000 to -50292276.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (15587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Entering Unmasked Estep 
Score: -537487.687500 Penalty: 439.265778
	Iteration 0F: 2 clusters Score -537487.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -527212.875000 Penalty: 878.531555
	Iteration 0F: 3 clusters Score -527212.9 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -536342.750000 Penalty: 878.531555
	Iteration 1F: 3 clusters Score -536342.8 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -539967.187500 Penalty: 878.531555
	Iteration 2F: 3 clusters Score -539967.2 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -541291.812500 Penalty: 878.531555
	Iteration 3F: 3 clusters Score -541291.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -541538.250000 Penalty: 878.531555
	Iteration 4Q: 3 clusters Score -541538.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -541614.562500 Penalty: 878.531555
	Iteration 5Q: 3 clusters Score -541614.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -541674.375000 Penalty: 878.531555
	Iteration 6Q: 3 clusters Score -541674.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -541746.562500 Penalty: 878.531555
	Iteration 7Q: 3 clusters Score -541746.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -541836.187500 Penalty: 878.531555
	Iteration 8Q: 3 clusters Score -541836.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -541937.500000 Penalty: 878.531555
	Iteration 9Q: 3 clusters Score -541937.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -542034.375000 Penalty: 878.531555
	Iteration 10Q: 3 clusters Score -542034.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -542141.312500 Penalty: 878.531555
	Iteration 11Q: 3 clusters Score -542141.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -542231.312500 Penalty: 878.531555
	Iteration 12Q: 3 clusters Score -542231.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -542304.875000 Penalty: 878.531555
	Iteration 13Q: 3 clusters Score -542304.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -542360.062500 Penalty: 878.531555
	Iteration 14Q: 3 clusters Score -542360.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -542408.437500 Penalty: 878.531555
	Iteration 15Q: 3 clusters Score -542408.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -542435.000000 Penalty: 878.531555
	Iteration 16Q: 3 clusters Score -542435 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -542456.312500 Penalty: 878.531555
	Iteration 17Q: 3 clusters Score -542456.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -542471.375000 Penalty: 878.531555
	Iteration 18Q: 3 clusters Score -542471.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -542480.000000 Penalty: 878.531555
	Iteration 19Q: 3 clusters Score -542480 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -542487.062500 Penalty: 878.531555
	Iteration 20F: 3 clusters Score -542487.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -542493.437500 Penalty: 878.531555
	Iteration 21Q: 3 clusters Score -542493.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -542495.937500 Penalty: 878.531555
	Iteration 22Q: 3 clusters Score -542495.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -542500.187500 Penalty: 878.531555
	Iteration 23Q: 3 clusters Score -542500.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -542503.187500 Penalty: 878.531555
	Iteration 24Q: 3 clusters Score -542503.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -542505.000000 Penalty: 878.531555
	Iteration 25Q: 3 clusters Score -542505 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -542504.312500 Penalty: 878.531555
	Iteration 26Q: 3 clusters Score -542504.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -542506.125000 Penalty: 878.531555
	Iteration 27Q: 3 clusters Score -542506.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -542506.750000 Penalty: 878.531555
	Iteration 28Q: 3 clusters Score -542506.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -542507.875000 Penalty: 878.531555
	Iteration 29Q: 3 clusters Score -542507.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -542508.437500 Penalty: 878.531555
	Iteration 30Q: 3 clusters Score -542508.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -542509.062500 Penalty: 878.531555
	Iteration 31Q: 3 clusters Score -542509.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -542509.312500 Penalty: 878.531555
	Iteration 32Q: 3 clusters Score -542509.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -542509.312500 Penalty: 878.531555
	Iteration 33F: 3 clusters Score -542509.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16513 members 
Mstep: Class 3 contains 7811 members 
Mstep: Class 4 contains 16357 members 
Mstep: Class 5 contains 3621 members 
Mstep: Class 6 contains 3483 members 
Mstep: Class 7 contains 7430 members 
Mstep: Class 8 contains 618 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 7013 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 5985 members 
Mstep: Class 14 contains 9181 members 
Mstep: Class 15 contains 31597 members 
Mstep: Class 16 contains 37280 members 
Mstep: Class 17 contains 574182 members 
Mstep: Class 18 contains 584773 members 
Mstep: Class 19 contains 10486 members 
Mstep: Class 20 contains 23895 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 23359 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 6406 members 
Entering Unmasked Estep 
Score: -50297352.000000 Penalty: 15444.558594
Splitting cluster 14 changes total score from -50282200.000000 to -50297352.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 15 (31597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Entering Unmasked Estep 
Score: -1051946.875000 Penalty: 471.417206
	Iteration 0F: 2 clusters Score -1051947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -1030836.250000 Penalty: 942.834412
	Iteration 0F: 3 clusters Score -1030836 nChanged 15233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1042869.437500 Penalty: 942.834412
	Iteration 1F: 3 clusters Score -1042869 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -1045600.687500 Penalty: 942.834412
	Iteration 2F: 3 clusters Score -1045601 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1048525.500000 Penalty: 942.834412
	Iteration 3F: 3 clusters Score -1048526 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1051474.375000 Penalty: 942.834412
	Iteration 4F: 3 clusters Score -1051474 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1053687.000000 Penalty: 942.834412
	Iteration 5F: 3 clusters Score -1053687 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1054553.500000 Penalty: 942.834412
	Iteration 6Q: 3 clusters Score -1054554 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1054842.375000 Penalty: 942.834412
	Iteration 7Q: 3 clusters Score -1054842 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1054930.750000 Penalty: 942.834412
	Iteration 8Q: 3 clusters Score -1054931 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1054975.625000 Penalty: 942.834412
	Iteration 9Q: 3 clusters Score -1054976 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1055003.625000 Penalty: 942.834412
	Iteration 10Q: 3 clusters Score -1055004 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1055020.625000 Penalty: 942.834412
	Iteration 11Q: 3 clusters Score -1055021 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1055038.125000 Penalty: 942.834412
	Iteration 12Q: 3 clusters Score -1055038 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1055061.250000 Penalty: 942.834412
	Iteration 13Q: 3 clusters Score -1055061 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1055094.750000 Penalty: 942.834412
	Iteration 14Q: 3 clusters Score -1055095 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1055129.875000 Penalty: 942.834412
	Iteration 15Q: 3 clusters Score -1055130 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1055174.750000 Penalty: 942.834412
	Iteration 16Q: 3 clusters Score -1055175 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1055235.000000 Penalty: 942.834412
	Iteration 17Q: 3 clusters Score -1055235 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1055299.000000 Penalty: 942.834412
	Iteration 18Q: 3 clusters Score -1055299 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1055359.750000 Penalty: 942.834412
	Iteration 19Q: 3 clusters Score -1055360 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1055411.375000 Penalty: 942.834412
	Iteration 20F: 3 clusters Score -1055411 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1055457.000000 Penalty: 942.834412
	Iteration 21Q: 3 clusters Score -1055457 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1055488.000000 Penalty: 942.834412
	Iteration 22Q: 3 clusters Score -1055488 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1055526.375000 Penalty: 942.834412
	Iteration 23Q: 3 clusters Score -1055526 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1055557.500000 Penalty: 942.834412
	Iteration 24Q: 3 clusters Score -1055558 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1055580.250000 Penalty: 942.834412
	Iteration 25Q: 3 clusters Score -1055580 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1055604.375000 Penalty: 942.834412
	Iteration 26Q: 3 clusters Score -1055604 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1055617.250000 Penalty: 942.834412
	Iteration 27Q: 3 clusters Score -1055617 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1055626.375000 Penalty: 942.834412
	Iteration 28Q: 3 clusters Score -1055626 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1055632.250000 Penalty: 942.834412
	Iteration 29Q: 3 clusters Score -1055632 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1055638.750000 Penalty: 942.834412
	Iteration 30Q: 3 clusters Score -1055639 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1055642.500000 Penalty: 942.834412
	Iteration 31Q: 3 clusters Score -1055642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1055646.875000 Penalty: 942.834412
	Iteration 32Q: 3 clusters Score -1055647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1055647.500000 Penalty: 942.834412
	Iteration 33Q: 3 clusters Score -1055648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1055655.500000 Penalty: 942.834412
	Iteration 34Q: 3 clusters Score -1055656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1055659.125000 Penalty: 942.834412
	Iteration 35Q: 3 clusters Score -1055659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1055660.750000 Penalty: 942.834412
	Iteration 36Q: 3 clusters Score -1055661 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1055660.750000 Penalty: 942.834412
	Iteration 37Q: 3 clusters Score -1055661 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1055662.750000 Penalty: 942.834412
	Iteration 38Q: 3 clusters Score -1055663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1055662.375000 Penalty: 942.834412
	Iteration 39Q: 3 clusters Score -1055662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1055665.250000 Penalty: 942.834412
	Iteration 40F: 3 clusters Score -1055665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1055666.000000 Penalty: 942.834412
	Iteration 41Q: 3 clusters Score -1055666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1055670.875000 Penalty: 942.834412
	Iteration 42Q: 3 clusters Score -1055671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1055669.125000 Penalty: 942.834412
	Iteration 43Q: 3 clusters Score -1055669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1055669.875000 Penalty: 942.834412
	Iteration 44Q: 3 clusters Score -1055670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1055670.625000 Penalty: 942.834412
	Iteration 45Q: 3 clusters Score -1055671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1055671.500000 Penalty: 942.834412
	Iteration 46Q: 3 clusters Score -1055672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1055670.500000 Penalty: 942.834412
	Iteration 47Q: 3 clusters Score -1055670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1055669.750000 Penalty: 942.834412
	Iteration 48Q: 3 clusters Score -1055670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1055669.750000 Penalty: 942.834412
	Iteration 49F: 3 clusters Score -1055670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16513 members 
Mstep: Class 3 contains 7811 members 
Mstep: Class 4 contains 16357 members 
Mstep: Class 5 contains 3621 members 
Mstep: Class 6 contains 3483 members 
Mstep: Class 7 contains 7430 members 
Mstep: Class 8 contains 618 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 7013 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 5985 members 
Mstep: Class 14 contains 9181 members 
Mstep: Class 15 contains 23967 members 
Mstep: Class 16 contains 37280 members 
Mstep: Class 17 contains 574182 members 
Mstep: Class 18 contains 584773 members 
Mstep: Class 19 contains 10486 members 
Mstep: Class 20 contains 23895 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 23359 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 6406 members 
Mstep: Class 25 contains 7630 members 
Entering Unmasked Estep 
Score: -50300508.000000 Penalty: 16088.082031
Splitting cluster 15 changes total score from -50282200.000000 to -50300508.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (37280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Entering Unmasked Estep 
Score: -1316165.125000 Penalty: 478.942688
	Iteration 0F: 2 clusters Score -1316165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -1291268.000000 Penalty: 957.885376
	Iteration 0F: 3 clusters Score -1291268 nChanged 18039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -1303834.250000 Penalty: 957.885376
	Iteration 1F: 3 clusters Score -1303834 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -1305702.625000 Penalty: 957.885376
	Iteration 2F: 3 clusters Score -1305703 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -1307552.000000 Penalty: 957.885376
	Iteration 3F: 3 clusters Score -1307552 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -1309126.125000 Penalty: 957.885376
	Iteration 4F: 3 clusters Score -1309126 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -1310344.625000 Penalty: 957.885376
	Iteration 5F: 3 clusters Score -1310345 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -1311119.750000 Penalty: 957.885376
	Iteration 6Q: 3 clusters Score -1311120 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -1311584.000000 Penalty: 957.885376
	Iteration 7Q: 3 clusters Score -1311584 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -1311876.750000 Penalty: 957.885376
	Iteration 8Q: 3 clusters Score -1311877 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -1312066.250000 Penalty: 957.885376
	Iteration 9Q: 3 clusters Score -1312066 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -1312231.750000 Penalty: 957.885376
	Iteration 10Q: 3 clusters Score -1312232 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -1312399.875000 Penalty: 957.885376
	Iteration 11Q: 3 clusters Score -1312400 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -1312554.750000 Penalty: 957.885376
	Iteration 12Q: 3 clusters Score -1312555 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -1312705.000000 Penalty: 957.885376
	Iteration 13Q: 3 clusters Score -1312705 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -1312837.250000 Penalty: 957.885376
	Iteration 14Q: 3 clusters Score -1312837 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -1312971.250000 Penalty: 957.885376
	Iteration 15Q: 3 clusters Score -1312971 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1313105 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1313254 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1313414 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1313574 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1313744 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1313938 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1314149 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1314323 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1314510 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1314684 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1314815 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1314947 nChanged 369
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1315107 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1315258 nChanged 361
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1315404 nChanged 328
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1315528 nChanged 307
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1315635 nChanged 288
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1315742 nChanged 260
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1315815 nChanged 196
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Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1315867 nChanged 178
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1315914 nChanged 184
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1315952 nChanged 184
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Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1316014 nChanged 183
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1316056 nChanged 159
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Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1316100 nChanged 154
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Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1316136 nChanged 154
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Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1316159 nChanged 162
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1316191 nChanged 168
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Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1316224 nChanged 164
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1316251 nChanged 183
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Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1316281 nChanged 165
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1316314 nChanged 161
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1316341 nChanged 155
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Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 30290 members 
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	Iteration 49Q: 3 clusters Score -1316364 nChanged 149
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1316387 nChanged 148
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1316417 nChanged 127
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Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1316438 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1316456 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1316469 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1316485 nChanged 142
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1316500 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1316519 nChanged 134
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1316540 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 31657 members 
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	Iteration 59Q: 3 clusters Score -1316560 nChanged 129
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1316583 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1316599 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1316601 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1316623 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1316648 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1316655 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1316666 nChanged 115
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Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1316681 nChanged 121
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Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 32715 members 
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	Iteration 68Q: 3 clusters Score -1316697 nChanged 128
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Mstep: Class 1 contains 4439 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1316724 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1316738 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1316753 nChanged 100
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Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1316767 nChanged 102
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Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1316787 nChanged 80
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Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1316800 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1316808 nChanged 63
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Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1316813 nChanged 66
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Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1316819 nChanged 64
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Mstep: Class 1 contains 3664 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1316822 nChanged 49
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Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1316834 nChanged 40
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Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1316838 nChanged 43
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Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1316845 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1316846 nChanged 38
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Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1316850 nChanged 31
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Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1316847 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1316851 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1316850 nChanged 19
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Mstep: Class 1 contains 3350 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1316851 nChanged 20
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Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1316856 nChanged 12
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Mstep: Class 1 contains 3320 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1316854 nChanged 18
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Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1316855 nChanged 13
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Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 33991 members 
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	Iteration 91Q: 3 clusters Score -1316853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1316853 nChanged 5
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Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1316852 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1316855 nChanged 5
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Mstep: Class 1 contains 3266 members 
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	Iteration 95Q: 3 clusters Score -1316856 nChanged 6
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Mstep: Class 1 contains 3260 members 
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	Iteration 96Q: 3 clusters Score -1316855 nChanged 5
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	Iteration 97Q: 3 clusters Score -1316856 nChanged 3
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Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1316856 nChanged 1
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Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 34029 members 
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	Iteration 99Q: 3 clusters Score -1316858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1316857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1316857 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1316857 nChanged 2
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Mstep: Class 1 contains 3240 members 
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	Iteration 103Q: 3 clusters Score -1316857 nChanged 2
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	Iteration 104Q: 3 clusters Score -1316858 nChanged 2
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Mstep: Class 1 contains 3236 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1316857 nChanged 1
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	Iteration 106Q: 3 clusters Score -1316860 nChanged 3
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Mstep: Class 1 contains 3232 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1316860 nChanged 4
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1316859 nChanged 4
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Entering Unmasked Estep 
Score: -1316860.375000 Penalty: 957.885376
	Iteration 109Q: 3 clusters Score -1316860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -1316858.750000 Penalty: 957.885376
	Iteration 110Q: 3 clusters Score -1316859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -1316860.000000 Penalty: 957.885376
	Iteration 111Q: 3 clusters Score -1316860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -1316860.250000 Penalty: 957.885376
	Iteration 112Q: 3 clusters Score -1316860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -1316860.250000 Penalty: 957.885376
	Iteration 113F: 3 clusters Score -1316860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16513 members 
Mstep: Class 3 contains 7811 members 
Mstep: Class 4 contains 16357 members 
Mstep: Class 5 contains 3621 members 
Mstep: Class 6 contains 3483 members 
Mstep: Class 7 contains 7430 members 
Mstep: Class 8 contains 618 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 7013 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 5985 members 
Mstep: Class 14 contains 9181 members 
Mstep: Class 15 contains 23967 members 
Mstep: Class 16 contains 3210 members 
Mstep: Class 17 contains 574182 members 
Mstep: Class 18 contains 584773 members 
Mstep: Class 19 contains 10486 members 
Mstep: Class 20 contains 23895 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 23359 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 6406 members 
Mstep: Class 25 contains 7630 members 
Mstep: Class 26 contains 34070 members 
Entering Unmasked Estep 
Score: -50301028.000000 Penalty: 16731.605469
Splitting cluster 16 changes total score from -50282200.000000 to -50301028.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (574182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574182 members 
Entering Unmasked Estep 
Score: -22080626.000000 Penalty: 603.361938
	Iteration 0F: 2 clusters Score -2.208063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286882 members 
Mstep: Class 2 contains 287300 members 
Entering Unmasked Estep 
Score: -21718066.000000 Penalty: 1206.723877
	Iteration 0F: 3 clusters Score -2.171807e+07 nChanged 284697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271567 members 
Mstep: Class 2 contains 302615 members 
Entering Unmasked Estep 
Score: -21903594.000000 Penalty: 1206.723877
	Iteration 1F: 3 clusters Score -2.190359e+07 nChanged 27260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261643 members 
Mstep: Class 2 contains 312539 members 
Entering Unmasked Estep 
Score: -21916710.000000 Penalty: 1206.723877
	Iteration 2Q: 3 clusters Score -2.191671e+07 nChanged 32967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247414 members 
Mstep: Class 2 contains 326768 members 
Entering Unmasked Estep 
Score: -21937518.000000 Penalty: 1206.723877
	Iteration 3F: 3 clusters Score -2.193752e+07 nChanged 37254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230008 members 
Mstep: Class 2 contains 344174 members 
Entering Unmasked Estep 
Score: -21966020.000000 Penalty: 1206.723877
	Iteration 4F: 3 clusters Score -2.196602e+07 nChanged 36764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213696 members 
Mstep: Class 2 contains 360486 members 
Entering Unmasked Estep 
Score: -21994246.000000 Penalty: 1206.723877
	Iteration 5F: 3 clusters Score -2.199425e+07 nChanged 29542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200686 members 
Mstep: Class 2 contains 373496 members 
Entering Unmasked Estep 
Score: -22010186.000000 Penalty: 1206.723877
	Iteration 6F: 3 clusters Score -2.201019e+07 nChanged 19318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189018 members 
Mstep: Class 2 contains 385164 members 
Entering Unmasked Estep 
Score: -22016690.000000 Penalty: 1206.723877
	Iteration 7Q: 3 clusters Score -2.201669e+07 nChanged 13749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177053 members 
Mstep: Class 2 contains 397129 members 
Entering Unmasked Estep 
Score: -22019724.000000 Penalty: 1206.723877
	Iteration 8Q: 3 clusters Score -2.201972e+07 nChanged 12822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164709 members 
Mstep: Class 2 contains 409473 members 
Entering Unmasked Estep 
Score: -22022112.000000 Penalty: 1206.723877
	Iteration 9Q: 3 clusters Score -2.202211e+07 nChanged 12996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151929 members 
Mstep: Class 2 contains 422253 members 
Entering Unmasked Estep 
Score: -22023866.000000 Penalty: 1206.723877
	Iteration 10Q: 3 clusters Score -2.202387e+07 nChanged 13157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139040 members 
Mstep: Class 2 contains 435142 members 
Entering Unmasked Estep 
Score: -22025410.000000 Penalty: 1206.723877
	Iteration 11Q: 3 clusters Score -2.202541e+07 nChanged 12956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126398 members 
Mstep: Class 2 contains 447784 members 
Entering Unmasked Estep 
Score: -22027824.000000 Penalty: 1206.723877
	Iteration 12Q: 3 clusters Score -2.202782e+07 nChanged 12562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114170 members 
Mstep: Class 2 contains 460012 members 
Entering Unmasked Estep 
Score: -22030390.000000 Penalty: 1206.723877
	Iteration 13Q: 3 clusters Score -2.203039e+07 nChanged 11872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102640 members 
Mstep: Class 2 contains 471542 members 
Entering Unmasked Estep 
Score: -22032956.000000 Penalty: 1206.723877
	Iteration 14Q: 3 clusters Score -2.203296e+07 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91685 members 
Mstep: Class 2 contains 482497 members 
Entering Unmasked Estep 
Score: -22035696.000000 Penalty: 1206.723877
	Iteration 15Q: 3 clusters Score -2.20357e+07 nChanged 10544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81331 members 
Mstep: Class 2 contains 492851 members 
Entering Unmasked Estep 
Score: -22037948.000000 Penalty: 1206.723877
	Iteration 16Q: 3 clusters Score -2.203795e+07 nChanged 9801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71670 members 
Mstep: Class 2 contains 502512 members 
Entering Unmasked Estep 
Score: -22040290.000000 Penalty: 1206.723877
	Iteration 17Q: 3 clusters Score -2.204029e+07 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62503 members 
Mstep: Class 2 contains 511679 members 
Entering Unmasked Estep 
Score: -22043572.000000 Penalty: 1206.723877
	Iteration 18Q: 3 clusters Score -2.204357e+07 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 520307 members 
Entering Unmasked Estep 
Score: -22046656.000000 Penalty: 1206.723877
	Iteration 19Q: 3 clusters Score -2.204666e+07 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 528375 members 
Entering Unmasked Estep 
Score: -22050314.000000 Penalty: 1206.723877
	Iteration 20F: 3 clusters Score -2.205031e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 535870 members 
Entering Unmasked Estep 
Score: -22053866.000000 Penalty: 1206.723877
	Iteration 21Q: 3 clusters Score -2.205387e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 542755 members 
Entering Unmasked Estep 
Score: -22057996.000000 Penalty: 1206.723877
	Iteration 22Q: 3 clusters Score -2.2058e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 548835 members 
Entering Unmasked Estep 
Score: -22061494.000000 Penalty: 1206.723877
	Iteration 23Q: 3 clusters Score -2.206149e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 554217 members 
Entering Unmasked Estep 
Score: -22065244.000000 Penalty: 1206.723877
	Iteration 24Q: 3 clusters Score -2.206524e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 558815 members 
Entering Unmasked Estep 
Score: -22068438.000000 Penalty: 1206.723877
	Iteration 25Q: 3 clusters Score -2.206844e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 562599 members 
Entering Unmasked Estep 
Score: -22071340.000000 Penalty: 1206.723877
	Iteration 26Q: 3 clusters Score -2.207134e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 565644 members 
Entering Unmasked Estep 
Score: -22073778.000000 Penalty: 1206.723877
	Iteration 27Q: 3 clusters Score -2.207378e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 568048 members 
Entering Unmasked Estep 
Score: -22075662.000000 Penalty: 1206.723877
	Iteration 28Q: 3 clusters Score -2.207566e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 569895 members 
Entering Unmasked Estep 
Score: -22077072.000000 Penalty: 1206.723877
	Iteration 29Q: 3 clusters Score -2.207707e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 571285 members 
Entering Unmasked Estep 
Score: -22078214.000000 Penalty: 1206.723877
	Iteration 30Q: 3 clusters Score -2.207821e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 572217 members 
Entering Unmasked Estep 
Score: -22078966.000000 Penalty: 1206.723877
	Iteration 31Q: 3 clusters Score -2.207897e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 572863 members 
Entering Unmasked Estep 
Score: -22079400.000000 Penalty: 1206.723877
	Iteration 32Q: 3 clusters Score -2.20794e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 573267 members 
Entering Unmasked Estep 
Score: -22079708.000000 Penalty: 1206.723877
	Iteration 33Q: 3 clusters Score -2.207971e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 573515 members 
Entering Unmasked Estep 
Score: -22079858.000000 Penalty: 1206.723877
	Iteration 34Q: 3 clusters Score -2.207986e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 573684 members 
Entering Unmasked Estep 
Score: -22079992.000000 Penalty: 1206.723877
	Iteration 35Q: 3 clusters Score -2.207999e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 573776 members 
Entering Unmasked Estep 
Score: -22080038.000000 Penalty: 1206.723877
	Iteration 36Q: 3 clusters Score -2.208004e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 573836 members 
Entering Unmasked Estep 
Score: -22080120.000000 Penalty: 1206.723877
	Iteration 37Q: 3 clusters Score -2.208012e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 573869 members 
Entering Unmasked Estep 
Score: -22080136.000000 Penalty: 1206.723877
	Iteration 38Q: 3 clusters Score -2.208014e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 573891 members 
Entering Unmasked Estep 
Score: -22080162.000000 Penalty: 1206.723877
	Iteration 39Q: 3 clusters Score -2.208016e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 573897 members 
Entering Unmasked Estep 
Score: -22080172.000000 Penalty: 1206.723877
	Iteration 40F: 3 clusters Score -2.208017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 573901 members 
Entering Unmasked Estep 
Score: -22080182.000000 Penalty: 1206.723877
	Iteration 41Q: 3 clusters Score -2.208018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 573900 members 
Entering Unmasked Estep 
Score: -22080178.000000 Penalty: 1206.723877
	Iteration 42Q: 3 clusters Score -2.208018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 573897 members 
Entering Unmasked Estep 
Score: -22080168.000000 Penalty: 1206.723877
	Iteration 43Q: 3 clusters Score -2.208017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 573899 members 
Entering Unmasked Estep 
Score: -22080202.000000 Penalty: 1206.723877
	Iteration 44Q: 3 clusters Score -2.20802e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 573899 members 
Entering Unmasked Estep 
Score: -22080190.000000 Penalty: 1206.723877
	Iteration 45Q: 3 clusters Score -2.208019e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 573899 members 
Entering Unmasked Estep 
Score: -22080206.000000 Penalty: 1206.723877
	Iteration 46Q: 3 clusters Score -2.208021e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 573902 members 
Entering Unmasked Estep 
Score: -22080222.000000 Penalty: 1206.723877
	Iteration 47Q: 3 clusters Score -2.208022e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 573905 members 
Entering Unmasked Estep 
Score: -22080210.000000 Penalty: 1206.723877
	Iteration 48Q: 3 clusters Score -2.208021e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 573906 members 
Entering Unmasked Estep 
Score: -22080196.000000 Penalty: 1206.723877
	Iteration 49Q: 3 clusters Score -2.20802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 573901 members 
Entering Unmasked Estep 
Score: -22080208.000000 Penalty: 1206.723877
	Iteration 50Q: 3 clusters Score -2.208021e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 573896 members 
Entering Unmasked Estep 
Score: -22080198.000000 Penalty: 1206.723877
	Iteration 51Q: 3 clusters Score -2.20802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 573894 members 
Entering Unmasked Estep 
Score: -22080226.000000 Penalty: 1206.723877
	Iteration 52Q: 3 clusters Score -2.208023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 573896 members 
Entering Unmasked Estep 
Score: -22080234.000000 Penalty: 1206.723877
	Iteration 53Q: 3 clusters Score -2.208023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 573897 members 
Entering Unmasked Estep 
Score: -22080232.000000 Penalty: 1206.723877
	Iteration 54Q: 3 clusters Score -2.208023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 573897 members 
Entering Unmasked Estep 
Score: -22080250.000000 Penalty: 1206.723877
	Iteration 55Q: 3 clusters Score -2.208025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 573893 members 
Entering Unmasked Estep 
Score: -22080256.000000 Penalty: 1206.723877
	Iteration 56Q: 3 clusters Score -2.208026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 573893 members 
Entering Unmasked Estep 
Score: -22080262.000000 Penalty: 1206.723877
	Iteration 57Q: 3 clusters Score -2.208026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 573895 members 
Entering Unmasked Estep 
Score: -22080266.000000 Penalty: 1206.723877
	Iteration 58Q: 3 clusters Score -2.208027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 573895 members 
Entering Unmasked Estep 
Score: -22080284.000000 Penalty: 1206.723877
	Iteration 59Q: 3 clusters Score -2.208028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 573899 members 
Entering Unmasked Estep 
Score: -22080292.000000 Penalty: 1206.723877
	Iteration 60F: 3 clusters Score -2.208029e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 573894 members 
Entering Unmasked Estep 
Score: -22080294.000000 Penalty: 1206.723877
	Iteration 61Q: 3 clusters Score -2.208029e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 573887 members 
Entering Unmasked Estep 
Score: -22080308.000000 Penalty: 1206.723877
	Iteration 62Q: 3 clusters Score -2.208031e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 573877 members 
Entering Unmasked Estep 
Score: -22080322.000000 Penalty: 1206.723877
	Iteration 63Q: 3 clusters Score -2.208032e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 573864 members 
Entering Unmasked Estep 
Score: -22080336.000000 Penalty: 1206.723877
	Iteration 64Q: 3 clusters Score -2.208034e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 573853 members 
Entering Unmasked Estep 
Score: -22080320.000000 Penalty: 1206.723877
	Iteration 65Q: 3 clusters Score -2.208032e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 573843 members 
Entering Unmasked Estep 
Score: -22080328.000000 Penalty: 1206.723877
	Iteration 66Q: 3 clusters Score -2.208033e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 573830 members 
Entering Unmasked Estep 
Score: -22080302.000000 Penalty: 1206.723877
	Iteration 67Q: 3 clusters Score -2.20803e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 573818 members 
Entering Unmasked Estep 
Score: -22080334.000000 Penalty: 1206.723877
	Iteration 68Q: 3 clusters Score -2.208033e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 573803 members 
Entering Unmasked Estep 
Score: -22080342.000000 Penalty: 1206.723877
	Iteration 69Q: 3 clusters Score -2.208034e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 573781 members 
Entering Unmasked Estep 
Score: -22080346.000000 Penalty: 1206.723877
	Iteration 70Q: 3 clusters Score -2.208035e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 573762 members 
Entering Unmasked Estep 
Score: -22080352.000000 Penalty: 1206.723877
	Iteration 71Q: 3 clusters Score -2.208035e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 573739 members 
Entering Unmasked Estep 
Score: -22080372.000000 Penalty: 1206.723877
	Iteration 72Q: 3 clusters Score -2.208037e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 573721 members 
Entering Unmasked Estep 
Score: -22080382.000000 Penalty: 1206.723877
	Iteration 73Q: 3 clusters Score -2.208038e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 573703 members 
Entering Unmasked Estep 
Score: -22080438.000000 Penalty: 1206.723877
	Iteration 74Q: 3 clusters Score -2.208044e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 573687 members 
Entering Unmasked Estep 
Score: -22080416.000000 Penalty: 1206.723877
	Iteration 75Q: 3 clusters Score -2.208042e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 573674 members 
Entering Unmasked Estep 
Score: -22080426.000000 Penalty: 1206.723877
	Iteration 76Q: 3 clusters Score -2.208043e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 573664 members 
Entering Unmasked Estep 
Score: -22080408.000000 Penalty: 1206.723877
	Iteration 77Q: 3 clusters Score -2.208041e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 573655 members 
Entering Unmasked Estep 
Score: -22080410.000000 Penalty: 1206.723877
	Iteration 78Q: 3 clusters Score -2.208041e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 573652 members 
Entering Unmasked Estep 
Score: -22080406.000000 Penalty: 1206.723877
	Iteration 79Q: 3 clusters Score -2.208041e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 573642 members 
Entering Unmasked Estep 
Score: -22080448.000000 Penalty: 1206.723877
	Iteration 80F: 3 clusters Score -2.208045e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 573596 members 
Entering Unmasked Estep 
Score: -22080534.000000 Penalty: 1206.723877
	Iteration 81Q: 3 clusters Score -2.208053e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 573537 members 
Entering Unmasked Estep 
Score: -22080552.000000 Penalty: 1206.723877
	Iteration 82Q: 3 clusters Score -2.208055e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 573483 members 
Entering Unmasked Estep 
Score: -22080566.000000 Penalty: 1206.723877
	Iteration 83Q: 3 clusters Score -2.208057e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 573440 members 
Entering Unmasked Estep 
Score: -22080632.000000 Penalty: 1206.723877
	Iteration 84Q: 3 clusters Score -2.208063e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 573417 members 
Entering Unmasked Estep 
Score: -22080652.000000 Penalty: 1206.723877
	Iteration 85Q: 3 clusters Score -2.208065e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 573393 members 
Entering Unmasked Estep 
Score: -22080650.000000 Penalty: 1206.723877
	Iteration 86Q: 3 clusters Score -2.208065e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 573364 members 
Entering Unmasked Estep 
Score: -22080658.000000 Penalty: 1206.723877
	Iteration 87Q: 3 clusters Score -2.208066e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 573340 members 
Entering Unmasked Estep 
Score: -22080662.000000 Penalty: 1206.723877
	Iteration 88Q: 3 clusters Score -2.208066e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 573334 members 
Entering Unmasked Estep 
Score: -22080690.000000 Penalty: 1206.723877
	Iteration 89Q: 3 clusters Score -2.208069e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 573328 members 
Entering Unmasked Estep 
Score: -22080688.000000 Penalty: 1206.723877
	Iteration 90Q: 3 clusters Score -2.208069e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 573322 members 
Entering Unmasked Estep 
Score: -22080690.000000 Penalty: 1206.723877
	Iteration 91Q: 3 clusters Score -2.208069e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 573310 members 
Entering Unmasked Estep 
Score: -22080692.000000 Penalty: 1206.723877
	Iteration 92Q: 3 clusters Score -2.208069e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 573306 members 
Entering Unmasked Estep 
Score: -22080686.000000 Penalty: 1206.723877
	Iteration 93Q: 3 clusters Score -2.208069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 573305 members 
Entering Unmasked Estep 
Score: -22080682.000000 Penalty: 1206.723877
	Iteration 94Q: 3 clusters Score -2.208068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 573306 members 
Entering Unmasked Estep 
Score: -22080690.000000 Penalty: 1206.723877
	Iteration 95Q: 3 clusters Score -2.208069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 573308 members 
Entering Unmasked Estep 
Score: -22080686.000000 Penalty: 1206.723877
	Iteration 96Q: 3 clusters Score -2.208069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 573310 members 
Entering Unmasked Estep 
Score: -22080692.000000 Penalty: 1206.723877
	Iteration 97Q: 3 clusters Score -2.208069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 573312 members 
Entering Unmasked Estep 
Score: -22080698.000000 Penalty: 1206.723877
	Iteration 98Q: 3 clusters Score -2.20807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 573313 members 
Entering Unmasked Estep 
Score: -22080702.000000 Penalty: 1206.723877
	Iteration 99Q: 3 clusters Score -2.20807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 573315 members 
Entering Unmasked Estep 
Score: -22080724.000000 Penalty: 1206.723877
	Iteration 100F: 3 clusters Score -2.208072e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 573282 members 
Entering Unmasked Estep 
Score: -22080718.000000 Penalty: 1206.723877
	Iteration 101Q: 3 clusters Score -2.208072e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 573252 members 
Entering Unmasked Estep 
Score: -22080740.000000 Penalty: 1206.723877
	Iteration 102Q: 3 clusters Score -2.208074e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 573221 members 
Entering Unmasked Estep 
Score: -22080760.000000 Penalty: 1206.723877
	Iteration 103Q: 3 clusters Score -2.208076e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 573183 members 
Entering Unmasked Estep 
Score: -22080802.000000 Penalty: 1206.723877
	Iteration 104Q: 3 clusters Score -2.20808e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 573156 members 
Entering Unmasked Estep 
Score: -22080772.000000 Penalty: 1206.723877
	Iteration 105Q: 3 clusters Score -2.208077e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 573137 members 
Entering Unmasked Estep 
Score: -22080764.000000 Penalty: 1206.723877
	Iteration 106Q: 3 clusters Score -2.208076e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 573124 members 
Entering Unmasked Estep 
Score: -22080770.000000 Penalty: 1206.723877
	Iteration 107Q: 3 clusters Score -2.208077e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 573119 members 
Entering Unmasked Estep 
Score: -22080758.000000 Penalty: 1206.723877
	Iteration 108Q: 3 clusters Score -2.208076e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 573110 members 
Entering Unmasked Estep 
Score: -22080742.000000 Penalty: 1206.723877
	Iteration 109Q: 3 clusters Score -2.208074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 573104 members 
Entering Unmasked Estep 
Score: -22080738.000000 Penalty: 1206.723877
	Iteration 110Q: 3 clusters Score -2.208074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 573101 members 
Entering Unmasked Estep 
Score: -22080734.000000 Penalty: 1206.723877
	Iteration 111Q: 3 clusters Score -2.208073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 573099 members 
Entering Unmasked Estep 
Score: -22080742.000000 Penalty: 1206.723877
	Iteration 112Q: 3 clusters Score -2.208074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 573099 members 
Entering Unmasked Estep 
Score: -22080746.000000 Penalty: 1206.723877
	Iteration 113Q: 3 clusters Score -2.208075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 573098 members 
Entering Unmasked Estep 
Score: -22080742.000000 Penalty: 1206.723877
	Iteration 114Q: 3 clusters Score -2.208074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 573098 members 
Entering Unmasked Estep 
Score: -22080742.000000 Penalty: 1206.723877
	Iteration 115F: 3 clusters Score -2.208074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16513 members 
Mstep: Class 3 contains 7811 members 
Mstep: Class 4 contains 16357 members 
Mstep: Class 5 contains 3621 members 
Mstep: Class 6 contains 3483 members 
Mstep: Class 7 contains 7430 members 
Mstep: Class 8 contains 618 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 7013 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 5985 members 
Mstep: Class 14 contains 9181 members 
Mstep: Class 15 contains 23967 members 
Mstep: Class 16 contains 3210 members 
Mstep: Class 17 contains 1084 members 
Mstep: Class 18 contains 584773 members 
Mstep: Class 19 contains 10486 members 
Mstep: Class 20 contains 23895 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 23359 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 6406 members 
Mstep: Class 25 contains 7630 members 
Mstep: Class 26 contains 34070 members 
Mstep: Class 27 contains 573098 members 
Entering Unmasked Estep 
Score: -50301164.000000 Penalty: 17375.128906
Splitting cluster 17 changes total score from -50282200.000000 to -50301164.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (584773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584773 members 
Entering Unmasked Estep 
Score: -22139398.000000 Penalty: 604.193542
	Iteration 0F: 2 clusters Score -2.21394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292076 members 
Mstep: Class 2 contains 292697 members 
Entering Unmasked Estep 
Score: -21743830.000000 Penalty: 1208.387085
	Iteration 0F: 3 clusters Score -2.174383e+07 nChanged 289695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295233 members 
Mstep: Class 2 contains 289540 members 
Entering Unmasked Estep 
Score: -21929338.000000 Penalty: 1208.387085
	Iteration 1F: 3 clusters Score -2.192934e+07 nChanged 28729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299348 members 
Mstep: Class 2 contains 285425 members 
Entering Unmasked Estep 
Score: -21940744.000000 Penalty: 1208.387085
	Iteration 2Q: 3 clusters Score -2.194074e+07 nChanged 31024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302836 members 
Mstep: Class 2 contains 281937 members 
Entering Unmasked Estep 
Score: -21953918.000000 Penalty: 1208.387085
	Iteration 3F: 3 clusters Score -2.195392e+07 nChanged 31498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304574 members 
Mstep: Class 2 contains 280199 members 
Entering Unmasked Estep 
Score: -21967704.000000 Penalty: 1208.387085
	Iteration 4F: 3 clusters Score -2.19677e+07 nChanged 30479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304343 members 
Mstep: Class 2 contains 280430 members 
Entering Unmasked Estep 
Score: -21981044.000000 Penalty: 1208.387085
	Iteration 5F: 3 clusters Score -2.198104e+07 nChanged 28526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302373 members 
Mstep: Class 2 contains 282400 members 
Entering Unmasked Estep 
Score: -21992802.000000 Penalty: 1208.387085
	Iteration 6Q: 3 clusters Score -2.19928e+07 nChanged 25846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298497 members 
Mstep: Class 2 contains 286276 members 
Entering Unmasked Estep 
Score: -22002612.000000 Penalty: 1208.387085
	Iteration 7Q: 3 clusters Score -2.200261e+07 nChanged 23139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292724 members 
Mstep: Class 2 contains 292049 members 
Entering Unmasked Estep 
Score: -22010534.000000 Penalty: 1208.387085
	Iteration 8Q: 3 clusters Score -2.201053e+07 nChanged 20469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285207 members 
Mstep: Class 2 contains 299566 members 
Entering Unmasked Estep 
Score: -22017304.000000 Penalty: 1208.387085
	Iteration 9Q: 3 clusters Score -2.20173e+07 nChanged 18290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275969 members 
Mstep: Class 2 contains 308804 members 
Entering Unmasked Estep 
Score: -22023042.000000 Penalty: 1208.387085
	Iteration 10Q: 3 clusters Score -2.202304e+07 nChanged 16072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265301 members 
Mstep: Class 2 contains 319472 members 
Entering Unmasked Estep 
Score: -22027344.000000 Penalty: 1208.387085
	Iteration 11Q: 3 clusters Score -2.202734e+07 nChanged 15101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252930 members 
Mstep: Class 2 contains 331843 members 
Entering Unmasked Estep 
Score: -22031238.000000 Penalty: 1208.387085
	Iteration 12Q: 3 clusters Score -2.203124e+07 nChanged 15521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238513 members 
Mstep: Class 2 contains 346260 members 
Entering Unmasked Estep 
Score: -22035434.000000 Penalty: 1208.387085
	Iteration 13Q: 3 clusters Score -2.203543e+07 nChanged 16741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222050 members 
Mstep: Class 2 contains 362723 members 
Entering Unmasked Estep 
Score: -22040456.000000 Penalty: 1208.387085
	Iteration 14Q: 3 clusters Score -2.204046e+07 nChanged 19141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202953 members 
Mstep: Class 2 contains 381820 members 
Entering Unmasked Estep 
Score: -22047162.000000 Penalty: 1208.387085
	Iteration 15Q: 3 clusters Score -2.204716e+07 nChanged 21540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181415 members 
Mstep: Class 2 contains 403358 members 
Entering Unmasked Estep 
Score: -22055522.000000 Penalty: 1208.387085
	Iteration 16Q: 3 clusters Score -2.205552e+07 nChanged 23869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157546 members 
Mstep: Class 2 contains 427227 members 
Entering Unmasked Estep 
Score: -22065580.000000 Penalty: 1208.387085
	Iteration 17Q: 3 clusters Score -2.206558e+07 nChanged 25650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131896 members 
Mstep: Class 2 contains 452877 members 
Entering Unmasked Estep 
Score: -22077076.000000 Penalty: 1208.387085
	Iteration 18Q: 3 clusters Score -2.207708e+07 nChanged 25941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105955 members 
Mstep: Class 2 contains 478818 members 
Entering Unmasked Estep 
Score: -22089008.000000 Penalty: 1208.387085
	Iteration 19Q: 3 clusters Score -2.208901e+07 nChanged 24386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81569 members 
Mstep: Class 2 contains 503204 members 
Entering Unmasked Estep 
Score: -22101314.000000 Penalty: 1208.387085
	Iteration 20F: 3 clusters Score -2.210131e+07 nChanged 21582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 524786 members 
Entering Unmasked Estep 
Score: -22112290.000000 Penalty: 1208.387085
	Iteration 21Q: 3 clusters Score -2.211229e+07 nChanged 17580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 542366 members 
Entering Unmasked Estep 
Score: -22120914.000000 Penalty: 1208.387085
	Iteration 22Q: 3 clusters Score -2.212091e+07 nChanged 13276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 555642 members 
Entering Unmasked Estep 
Score: -22127356.000000 Penalty: 1208.387085
	Iteration 23Q: 3 clusters Score -2.212736e+07 nChanged 9406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 565048 members 
Entering Unmasked Estep 
Score: -22131618.000000 Penalty: 1208.387085
	Iteration 24Q: 3 clusters Score -2.213162e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 571511 members 
Entering Unmasked Estep 
Score: -22134282.000000 Penalty: 1208.387085
	Iteration 25Q: 3 clusters Score -2.213428e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 575761 members 
Entering Unmasked Estep 
Score: -22136242.000000 Penalty: 1208.387085
	Iteration 26Q: 3 clusters Score -2.213624e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 578678 members 
Entering Unmasked Estep 
Score: -22137282.000000 Penalty: 1208.387085
	Iteration 27Q: 3 clusters Score -2.213728e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 580536 members 
Entering Unmasked Estep 
Score: -22137918.000000 Penalty: 1208.387085
	Iteration 28Q: 3 clusters Score -2.213792e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 581791 members 
Entering Unmasked Estep 
Score: -22138322.000000 Penalty: 1208.387085
	Iteration 29Q: 3 clusters Score -2.213832e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 582541 members 
Entering Unmasked Estep 
Score: -22138524.000000 Penalty: 1208.387085
	Iteration 30Q: 3 clusters Score -2.213852e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 583037 members 
Entering Unmasked Estep 
Score: -22138672.000000 Penalty: 1208.387085
	Iteration 31Q: 3 clusters Score -2.213867e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 583359 members 
Entering Unmasked Estep 
Score: -22138704.000000 Penalty: 1208.387085
	Iteration 32Q: 3 clusters Score -2.21387e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 583606 members 
Entering Unmasked Estep 
Score: -22138774.000000 Penalty: 1208.387085
	Iteration 33Q: 3 clusters Score -2.213877e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 583777 members 
Entering Unmasked Estep 
Score: -22138886.000000 Penalty: 1208.387085
	Iteration 34Q: 3 clusters Score -2.213889e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 583908 members 
Entering Unmasked Estep 
Score: -22138890.000000 Penalty: 1208.387085
	Iteration 35Q: 3 clusters Score -2.213889e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 584016 members 
Entering Unmasked Estep 
Score: -22138948.000000 Penalty: 1208.387085
	Iteration 36Q: 3 clusters Score -2.213895e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 584084 members 
Entering Unmasked Estep 
Score: -22138968.000000 Penalty: 1208.387085
	Iteration 37Q: 3 clusters Score -2.213897e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 584132 members 
Entering Unmasked Estep 
Score: -22138994.000000 Penalty: 1208.387085
	Iteration 38Q: 3 clusters Score -2.213899e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 584170 members 
Entering Unmasked Estep 
Score: -22139018.000000 Penalty: 1208.387085
	Iteration 39Q: 3 clusters Score -2.213902e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 584204 members 
Entering Unmasked Estep 
Score: -22139024.000000 Penalty: 1208.387085
	Iteration 40F: 3 clusters Score -2.213902e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 584235 members 
Entering Unmasked Estep 
Score: -22139040.000000 Penalty: 1208.387085
	Iteration 41Q: 3 clusters Score -2.213904e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 584253 members 
Entering Unmasked Estep 
Score: -22139066.000000 Penalty: 1208.387085
	Iteration 42Q: 3 clusters Score -2.213907e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 584273 members 
Entering Unmasked Estep 
Score: -22139072.000000 Penalty: 1208.387085
	Iteration 43Q: 3 clusters Score -2.213907e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 584288 members 
Entering Unmasked Estep 
Score: -22139078.000000 Penalty: 1208.387085
	Iteration 44Q: 3 clusters Score -2.213908e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 584290 members 
Entering Unmasked Estep 
Score: -22139092.000000 Penalty: 1208.387085
	Iteration 45Q: 3 clusters Score -2.213909e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 584300 members 
Entering Unmasked Estep 
Score: -22139100.000000 Penalty: 1208.387085
	Iteration 46Q: 3 clusters Score -2.21391e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 584311 members 
Entering Unmasked Estep 
Score: -22139104.000000 Penalty: 1208.387085
	Iteration 47Q: 3 clusters Score -2.21391e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 584315 members 
Entering Unmasked Estep 
Score: -22139098.000000 Penalty: 1208.387085
	Iteration 48Q: 3 clusters Score -2.21391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 584322 members 
Entering Unmasked Estep 
Score: -22139098.000000 Penalty: 1208.387085
	Iteration 49Q: 3 clusters Score -2.21391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 584329 members 
Entering Unmasked Estep 
Score: -22139086.000000 Penalty: 1208.387085
	Iteration 50Q: 3 clusters Score -2.213909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 584328 members 
Entering Unmasked Estep 
Score: -22139078.000000 Penalty: 1208.387085
	Iteration 51Q: 3 clusters Score -2.213908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 584326 members 
Entering Unmasked Estep 
Score: -22139084.000000 Penalty: 1208.387085
	Iteration 52Q: 3 clusters Score -2.213908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 584325 members 
Entering Unmasked Estep 
Score: -22139082.000000 Penalty: 1208.387085
	Iteration 53Q: 3 clusters Score -2.213908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 584323 members 
Entering Unmasked Estep 
Score: -22139084.000000 Penalty: 1208.387085
	Iteration 54Q: 3 clusters Score -2.213908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 584325 members 
Entering Unmasked Estep 
Score: -22139084.000000 Penalty: 1208.387085
	Iteration 55Q: 3 clusters Score -2.213908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 584325 members 
Entering Unmasked Estep 
Score: -22139082.000000 Penalty: 1208.387085
	Iteration 56Q: 3 clusters Score -2.213908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 584325 members 
Entering Unmasked Estep 
Score: -22139074.000000 Penalty: 1208.387085
	Iteration 57Q: 3 clusters Score -2.213907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 584326 members 
Entering Unmasked Estep 
Score: -22139072.000000 Penalty: 1208.387085
	Iteration 58Q: 3 clusters Score -2.213907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 584325 members 
Entering Unmasked Estep 
Score: -22139076.000000 Penalty: 1208.387085
	Iteration 59Q: 3 clusters Score -2.213908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 584325 members 
Entering Unmasked Estep 
Score: -22139076.000000 Penalty: 1208.387085
	Iteration 60F: 3 clusters Score -2.213908e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Entering Unmasked Estep 
Score: -357400.937500 Penalty: 421.229736
	Iteration 0F: 2 clusters Score -357400.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -350305.531250 Penalty: 842.459473
	Iteration 0F: 3 clusters Score -350305.5 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -353447.625000 Penalty: 842.459473
	Iteration 1F: 3 clusters Score -353447.6 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -354330.750000 Penalty: 842.459473
	Iteration 2F: 3 clusters Score -354330.8 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -355277.031250 Penalty: 842.459473
	Iteration 3F: 3 clusters Score -355277 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -355889.687500 Penalty: 842.459473
	Iteration 4F: 3 clusters Score -355889.7 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -356229.875000 Penalty: 842.459473
	Iteration 5F: 3 clusters Score -356229.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -356444.093750 Penalty: 842.459473
	Iteration 6Q: 3 clusters Score -356444.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -356603.781250 Penalty: 842.459473
	Iteration 7Q: 3 clusters Score -356603.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -356747.593750 Penalty: 842.459473
	Iteration 8Q: 3 clusters Score -356747.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -356892.687500 Penalty: 842.459473
	Iteration 9Q: 3 clusters Score -356892.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -357058.687500 Penalty: 842.459473
	Iteration 10Q: 3 clusters Score -357058.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -357211.656250 Penalty: 842.459473
	Iteration 11Q: 3 clusters Score -357211.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -357378.156250 Penalty: 842.459473
	Iteration 12Q: 3 clusters Score -357378.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -357552.843750 Penalty: 842.459473
	Iteration 13Q: 3 clusters Score -357552.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -357712.187500 Penalty: 842.459473
	Iteration 14Q: 3 clusters Score -357712.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -357893.812500 Penalty: 842.459473
	Iteration 15Q: 3 clusters Score -357893.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -358083.437500 Penalty: 842.459473
	Iteration 16Q: 3 clusters Score -358083.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -358251.937500 Penalty: 842.459473
	Iteration 17Q: 3 clusters Score -358251.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -358377.468750 Penalty: 842.459473
	Iteration 18Q: 3 clusters Score -358377.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -358481.437500 Penalty: 842.459473
	Iteration 19Q: 3 clusters Score -358481.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -358549.468750 Penalty: 842.459473
	Iteration 20F: 3 clusters Score -358549.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -358581.781250 Penalty: 842.459473
	Iteration 21Q: 3 clusters Score -358581.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -358605.250000 Penalty: 842.459473
	Iteration 22Q: 3 clusters Score -358605.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -358621.656250 Penalty: 842.459473
	Iteration 23Q: 3 clusters Score -358621.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -358635.093750 Penalty: 842.459473
	Iteration 24Q: 3 clusters Score -358635.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -358644.500000 Penalty: 842.459473
	Iteration 25Q: 3 clusters Score -358644.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -358653.968750 Penalty: 842.459473
	Iteration 26Q: 3 clusters Score -358654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -358667.750000 Penalty: 842.459473
	Iteration 27Q: 3 clusters Score -358667.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -358677.375000 Penalty: 842.459473
	Iteration 28Q: 3 clusters Score -358677.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -358683.843750 Penalty: 842.459473
	Iteration 29Q: 3 clusters Score -358683.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -358688.437500 Penalty: 842.459473
	Iteration 30Q: 3 clusters Score -358688.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -358690.250000 Penalty: 842.459473
	Iteration 31Q: 3 clusters Score -358690.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -358692.406250 Penalty: 842.459473
	Iteration 32Q: 3 clusters Score -358692.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -358695.031250 Penalty: 842.459473
	Iteration 33Q: 3 clusters Score -358695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -358697.781250 Penalty: 842.459473
	Iteration 34Q: 3 clusters Score -358697.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -358700.000000 Penalty: 842.459473
	Iteration 35Q: 3 clusters Score -358700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -358702.218750 Penalty: 842.459473
	Iteration 36Q: 3 clusters Score -358702.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -358702.531250 Penalty: 842.459473
	Iteration 37Q: 3 clusters Score -358702.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -358703.093750 Penalty: 842.459473
	Iteration 38Q: 3 clusters Score -358703.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -358704.906250 Penalty: 842.459473
	Iteration 39Q: 3 clusters Score -358704.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -358706.187500 Penalty: 842.459473
	Iteration 40F: 3 clusters Score -358706.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -358706.718750 Penalty: 842.459473
	Iteration 41Q: 3 clusters Score -358706.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -358707.593750 Penalty: 842.459473
	Iteration 42Q: 3 clusters Score -358707.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -358708.468750 Penalty: 842.459473
	Iteration 43Q: 3 clusters Score -358708.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -358708.437500 Penalty: 842.459473
	Iteration 44Q: 3 clusters Score -358708.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -358709.812500 Penalty: 842.459473
	Iteration 45Q: 3 clusters Score -358709.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -358708.437500 Penalty: 842.459473
	Iteration 46Q: 3 clusters Score -358708.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -358708.625000 Penalty: 842.459473
	Iteration 47Q: 3 clusters Score -358708.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -358708.625000 Penalty: 842.459473
	Iteration 48F: 3 clusters Score -358708.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16513 members 
Mstep: Class 3 contains 7811 members 
Mstep: Class 4 contains 16357 members 
Mstep: Class 5 contains 3621 members 
Mstep: Class 6 contains 3483 members 
Mstep: Class 7 contains 7430 members 
Mstep: Class 8 contains 618 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 7013 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 5985 members 
Mstep: Class 14 contains 9181 members 
Mstep: Class 15 contains 23967 members 
Mstep: Class 16 contains 3210 members 
Mstep: Class 17 contains 1084 members 
Mstep: Class 18 contains 584773 members 
Mstep: Class 19 contains 7815 members 
Mstep: Class 20 contains 23895 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 23359 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 6406 members 
Mstep: Class 25 contains 7630 members 
Mstep: Class 26 contains 34070 members 
Mstep: Class 27 contains 573098 members 
Mstep: Class 28 contains 2671 members 
Entering Unmasked Estep 
Score: -50302192.000000 Penalty: 18018.652344
Splitting cluster 19 changes total score from -50282200.000000 to -50302192.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (23895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Entering Unmasked Estep 
Score: -871241.875000 Penalty: 458.704834
	Iteration 0F: 2 clusters Score -871241.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -855199.625000 Penalty: 917.409668
	Iteration 0F: 3 clusters Score -855199.6 nChanged 11531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -862780.625000 Penalty: 917.409668
	Iteration 1F: 3 clusters Score -862780.6 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -864472.312500 Penalty: 917.409668
	Iteration 2F: 3 clusters Score -864472.3 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -866430.625000 Penalty: 917.409668
	Iteration 3F: 3 clusters Score -866430.6 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -868010.875000 Penalty: 917.409668
	Iteration 4F: 3 clusters Score -868010.9 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -869002.250000 Penalty: 917.409668
	Iteration 5F: 3 clusters Score -869002.2 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -869678.125000 Penalty: 917.409668
	Iteration 6Q: 3 clusters Score -869678.1 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -870270.250000 Penalty: 917.409668
	Iteration 7Q: 3 clusters Score -870270.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -870879.062500 Penalty: 917.409668
	Iteration 8Q: 3 clusters Score -870879.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -871402.375000 Penalty: 917.409668
	Iteration 9Q: 3 clusters Score -871402.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -871650.937500 Penalty: 917.409668
	Iteration 10Q: 3 clusters Score -871650.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -871782.000000 Penalty: 917.409668
	Iteration 11Q: 3 clusters Score -871782 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -871839.437500 Penalty: 917.409668
	Iteration 12Q: 3 clusters Score -871839.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -871872.250000 Penalty: 917.409668
	Iteration 13Q: 3 clusters Score -871872.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -871891.750000 Penalty: 917.409668
	Iteration 14Q: 3 clusters Score -871891.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -871912.187500 Penalty: 917.409668
	Iteration 15Q: 3 clusters Score -871912.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -871918.937500 Penalty: 917.409668
	Iteration 16Q: 3 clusters Score -871918.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -871932.062500 Penalty: 917.409668
	Iteration 17Q: 3 clusters Score -871932.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -871942.000000 Penalty: 917.409668
	Iteration 18Q: 3 clusters Score -871942 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -871955.375000 Penalty: 917.409668
	Iteration 19Q: 3 clusters Score -871955.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -871966.812500 Penalty: 917.409668
	Iteration 20F: 3 clusters Score -871966.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -871974.625000 Penalty: 917.409668
	Iteration 21Q: 3 clusters Score -871974.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -871984.187500 Penalty: 917.409668
	Iteration 22Q: 3 clusters Score -871984.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -871991.500000 Penalty: 917.409668
	Iteration 23Q: 3 clusters Score -871991.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -871995.875000 Penalty: 917.409668
	Iteration 24Q: 3 clusters Score -871995.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -872003.875000 Penalty: 917.409668
	Iteration 25Q: 3 clusters Score -872003.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -872006.062500 Penalty: 917.409668
	Iteration 26Q: 3 clusters Score -872006.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -872015.062500 Penalty: 917.409668
	Iteration 27Q: 3 clusters Score -872015.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -872019.625000 Penalty: 917.409668
	Iteration 28Q: 3 clusters Score -872019.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -872025.000000 Penalty: 917.409668
	Iteration 29Q: 3 clusters Score -872025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -872027.625000 Penalty: 917.409668
	Iteration 30Q: 3 clusters Score -872027.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -872029.750000 Penalty: 917.409668
	Iteration 31Q: 3 clusters Score -872029.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -872033.187500 Penalty: 917.409668
	Iteration 32Q: 3 clusters Score -872033.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -872034.562500 Penalty: 917.409668
	Iteration 33Q: 3 clusters Score -872034.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -872036.375000 Penalty: 917.409668
	Iteration 34Q: 3 clusters Score -872036.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -872035.875000 Penalty: 917.409668
	Iteration 35Q: 3 clusters Score -872035.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -872036.375000 Penalty: 917.409668
	Iteration 36Q: 3 clusters Score -872036.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -872036.937500 Penalty: 917.409668
	Iteration 37Q: 3 clusters Score -872036.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -872035.875000 Penalty: 917.409668
	Iteration 38Q: 3 clusters Score -872035.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -872034.500000 Penalty: 917.409668
	Iteration 39Q: 3 clusters Score -872034.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -872035.875000 Penalty: 917.409668
	Iteration 40F: 3 clusters Score -872035.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -872037.687500 Penalty: 917.409668
	Iteration 41Q: 3 clusters Score -872037.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -872038.000000 Penalty: 917.409668
	Iteration 42Q: 3 clusters Score -872038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -872039.125000 Penalty: 917.409668
	Iteration 43Q: 3 clusters Score -872039.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -872037.562500 Penalty: 917.409668
	Iteration 44Q: 3 clusters Score -872037.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -872037.687500 Penalty: 917.409668
	Iteration 45Q: 3 clusters Score -872037.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -872038.562500 Penalty: 917.409668
	Iteration 46Q: 3 clusters Score -872038.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -872037.875000 Penalty: 917.409668
	Iteration 47Q: 3 clusters Score -872037.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -872039.687500 Penalty: 917.409668
	Iteration 48Q: 3 clusters Score -872039.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -872041.375000 Penalty: 917.409668
	Iteration 49Q: 3 clusters Score -872041.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -872041.500000 Penalty: 917.409668
	Iteration 50Q: 3 clusters Score -872041.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -872041.500000 Penalty: 917.409668
	Iteration 51F: 3 clusters Score -872041.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16513 members 
Mstep: Class 3 contains 7811 members 
Mstep: Class 4 contains 16357 members 
Mstep: Class 5 contains 3621 members 
Mstep: Class 6 contains 3483 members 
Mstep: Class 7 contains 7430 members 
Mstep: Class 8 contains 618 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 7013 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 5985 members 
Mstep: Class 14 contains 9181 members 
Mstep: Class 15 contains 23967 members 
Mstep: Class 16 contains 3210 members 
Mstep: Class 17 contains 1084 members 
Mstep: Class 18 contains 584773 members 
Mstep: Class 19 contains 7815 members 
Mstep: Class 20 contains 1358 members 
Mstep: Class 21 contains 5003 members 
Mstep: Class 22 contains 23359 members 
Mstep: Class 23 contains 334 members 
Mstep: Class 24 contains 6406 members 
Mstep: Class 25 contains 7630 members 
Mstep: Class 26 contains 34070 members 
Mstep: Class 27 contains 573098 members 
Mstep: Class 28 contains 2671 members 
Mstep: Class 29 contains 22537 members 
Entering Unmasked Estep 
Score: -50302636.000000 Penalty: 18662.175781
Splitting cluster 20 changes total score from -50282200.000000 to -50302636.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16513 members 
Mstep: Class 3 contains 7811 members 
Mstep: Class 4 contains 16357 members 
Mstep: Class 5 contains 3621 members 
Mstep: Class 6 contains 3483 members 
Mstep: Class 8 contains 618 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 7013 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 13 contains 5985 members 
Mstep: Class 14 contains 9181 members 
Mstep: Class 15 contains 23967 members 
Mstep: Class 16 contains 3210 members 
Mstep: Class 17 contains 1084 members 
Mstep: Class 18 contains 584773 members 
Mstep: Class 19 contains 7815 members 
Mstep: Class 20 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50313608.000000 Penalty: 18662.175781
Iteration 39Q: 30 clusters Score -5.031361e+07 nChanged 22679
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 16595 members 
Mstep: Class 3 contains 7888 members 
Mstep: Class 4 contains 11872 members 
Mstep: Class 5 contains 3705 members 
Mstep: Class 6 contains 3977 members 
Mstep: Class 7 contains 6867 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 7113 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 1914 members 
Mstep: Class 13 contains 6138 members 
Mstep: Class 14 contains 9181 members 
Mstep: Class 15 contains 23700 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 1331 members 
Mstep: Class 18 contains 590830 members 
Mstep: Class 19 contains 7800 members 
Mstep: Class 20 contains 1407 members 
Mstep: Class 21 contains 5728 members 
Mstep: Class 22 contains 22201 members 
Mstep: Class 23 contains 348 members 
Mstep: Class 24 contains 6382 members 
Mstep: Class 25 contains 7553 members 
Mstep: Class 26 contains 31443 members 
Mstep: Class 27 contains 572913 members 
Mstep: Class 28 contains 2633 members 
Mstep: Class 29 contains 22689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 628.759644 but Gain 643.523438
Score: -50325284.000000 Penalty: 18018.652344
Iteration 40F: 29 clusters Score -5.032528e+07 nChanged 16216
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 16874 members 
Mstep: Class 3 contains 7848 members 
Mstep: Class 4 contains 8383 members 
Mstep: Class 5 contains 3741 members 
Mstep: Class 6 contains 4389 members 
Mstep: Class 7 contains 7086 members 
Mstep: Class 9 contains 729 members 
Mstep: Class 10 contains 7093 members 
Mstep: Class 11 contains 8958 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 6275 members 
Mstep: Class 14 contains 9209 members 
Mstep: Class 15 contains 22964 members 
Mstep: Class 16 contains 4419 members 
Mstep: Class 17 contains 1504 members 
Mstep: Class 18 contains 594828 members 
Mstep: Class 19 contains 7725 members 
Mstep: Class 20 contains 1439 members 
Mstep: Class 21 contains 6385 members 
Mstep: Class 22 contains 22152 members 
Mstep: Class 23 contains 355 members 
Mstep: Class 24 contains 6428 members 
Mstep: Class 25 contains 7489 members 
Mstep: Class 26 contains 29549 members 
Mstep: Class 27 contains 573231 members 
Mstep: Class 28 contains 2676 members 
Mstep: Class 29 contains 22845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 615.461426 but Gain 643.523438
Score: -50332456.000000 Penalty: 17375.128906
Iteration 41Q: 28 clusters Score -5.033246e+07 nChanged 11025
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 17298 members 
Mstep: Class 3 contains 7865 members 
Mstep: Class 4 contains 5794 members 
Mstep: Class 5 contains 3790 members 
Mstep: Class 6 contains 4799 members 
Mstep: Class 7 contains 7318 members 
Mstep: Class 10 contains 7085 members 
Mstep: Class 11 contains 9129 members 
Mstep: Class 12 contains 1970 members 
Mstep: Class 13 contains 6335 members 
Mstep: Class 14 contains 9290 members 
Mstep: Class 15 contains 22359 members 
Mstep: Class 16 contains 4836 members 
Mstep: Class 17 contains 1679 members 
Mstep: Class 18 contains 597794 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 1471 members 
Mstep: Class 21 contains 6922 members 
Mstep: Class 22 contains 22020 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 6467 members 
Mstep: Class 25 contains 7394 members 
Mstep: Class 26 contains 28053 members 
Mstep: Class 27 contains 573239 members 
Mstep: Class 28 contains 2706 members 
Mstep: Class 29 contains 22916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50337432.000000 Penalty: 17375.128906
Iteration 42Q: 28 clusters Score -5.033743e+07 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 17602 members 
Mstep: Class 3 contains 7879 members 
Mstep: Class 4 contains 3968 members 
Mstep: Class 5 contains 3860 members 
Mstep: Class 6 contains 5142 members 
Mstep: Class 7 contains 7512 members 
Mstep: Class 10 contains 7082 members 
Mstep: Class 11 contains 9294 members 
Mstep: Class 12 contains 1993 members 
Mstep: Class 13 contains 6375 members 
Mstep: Class 14 contains 9409 members 
Mstep: Class 15 contains 21833 members 
Mstep: Class 16 contains 5221 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 599389 members 
Mstep: Class 19 contains 7772 members 
Mstep: Class 20 contains 1505 members 
Mstep: Class 21 contains 7374 members 
Mstep: Class 22 contains 21864 members 
Mstep: Class 23 contains 384 members 
Mstep: Class 24 contains 6503 members 
Mstep: Class 25 contains 7309 members 
Mstep: Class 26 contains 26705 members 
Mstep: Class 27 contains 573232 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 22934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50340836.000000 Penalty: 17375.128906
Iteration 43Q: 28 clusters Score -5.034084e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 17856 members 
Mstep: Class 3 contains 7865 members 
Mstep: Class 4 contains 2844 members 
Mstep: Class 5 contains 3957 members 
Mstep: Class 6 contains 5440 members 
Mstep: Class 7 contains 7745 members 
Mstep: Class 10 contains 7083 members 
Mstep: Class 11 contains 9465 members 
Mstep: Class 12 contains 1987 members 
Mstep: Class 13 contains 6402 members 
Mstep: Class 14 contains 9532 members 
Mstep: Class 15 contains 21336 members 
Mstep: Class 16 contains 5582 members 
Mstep: Class 17 contains 1969 members 
Mstep: Class 18 contains 600312 members 
Mstep: Class 19 contains 7880 members 
Mstep: Class 20 contains 1539 members 
Mstep: Class 21 contains 7743 members 
Mstep: Class 22 contains 21780 members 
Mstep: Class 23 contains 410 members 
Mstep: Class 24 contains 6450 members 
Mstep: Class 25 contains 7244 members 
Mstep: Class 26 contains 25571 members 
Mstep: Class 27 contains 573124 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 22935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50342960.000000 Penalty: 17375.128906
Iteration 44Q: 28 clusters Score -5.034296e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 18072 members 
Mstep: Class 3 contains 7851 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 4071 members 
Mstep: Class 6 contains 5725 members 
Mstep: Class 7 contains 7971 members 
Mstep: Class 10 contains 7095 members 
Mstep: Class 11 contains 9604 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 6403 members 
Mstep: Class 14 contains 9650 members 
Mstep: Class 15 contains 20877 members 
Mstep: Class 16 contains 5927 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 600798 members 
Mstep: Class 19 contains 7972 members 
Mstep: Class 20 contains 1575 members 
Mstep: Class 21 contains 8053 members 
Mstep: Class 22 contains 21738 members 
Mstep: Class 23 contains 439 members 
Mstep: Class 24 contains 6360 members 
Mstep: Class 25 contains 7183 members 
Mstep: Class 26 contains 24576 members 
Mstep: Class 27 contains 572944 members 
Mstep: Class 28 contains 2767 members 
Mstep: Class 29 contains 22919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50344228.000000 Penalty: 17375.128906
Iteration 45Q: 28 clusters Score -5.034423e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18283 members 
Mstep: Class 3 contains 7852 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 4128 members 
Mstep: Class 6 contains 5964 members 
Mstep: Class 7 contains 8228 members 
Mstep: Class 10 contains 7114 members 
Mstep: Class 11 contains 9697 members 
Mstep: Class 12 contains 2001 members 
Mstep: Class 13 contains 6410 members 
Mstep: Class 14 contains 9734 members 
Mstep: Class 15 contains 20422 members 
Mstep: Class 16 contains 6246 members 
Mstep: Class 17 contains 2262 members 
Mstep: Class 18 contains 601124 members 
Mstep: Class 19 contains 8057 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 21 contains 8315 members 
Mstep: Class 22 contains 21672 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 6286 members 
Mstep: Class 25 contains 7131 members 
Mstep: Class 26 contains 23677 members 
Mstep: Class 27 contains 572882 members 
Mstep: Class 28 contains 2785 members 
Mstep: Class 29 contains 22837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50345128.000000 Penalty: 17375.128906
Iteration 46Q: 28 clusters Score -5.034513e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 18478 members 
Mstep: Class 3 contains 7855 members 
Mstep: Class 4 contains 1433 members 
Mstep: Class 5 contains 4194 members 
Mstep: Class 6 contains 6184 members 
Mstep: Class 7 contains 8450 members 
Mstep: Class 10 contains 7132 members 
Mstep: Class 11 contains 9783 members 
Mstep: Class 12 contains 2011 members 
Mstep: Class 13 contains 6405 members 
Mstep: Class 14 contains 9795 members 
Mstep: Class 15 contains 20049 members 
Mstep: Class 16 contains 6545 members 
Mstep: Class 17 contains 2391 members 
Mstep: Class 18 contains 601304 members 
Mstep: Class 19 contains 8129 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 8528 members 
Mstep: Class 22 contains 21583 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 6219 members 
Mstep: Class 25 contains 7103 members 
Mstep: Class 26 contains 22843 members 
Mstep: Class 27 contains 572813 members 
Mstep: Class 28 contains 2800 members 
Mstep: Class 29 contains 22782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50346168.000000 Penalty: 17375.128906
Iteration 47Q: 28 clusters Score -5.034617e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 18624 members 
Mstep: Class 3 contains 7876 members 
Mstep: Class 4 contains 1223 members 
Mstep: Class 5 contains 4243 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 8646 members 
Mstep: Class 10 contains 7150 members 
Mstep: Class 11 contains 9849 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 6399 members 
Mstep: Class 14 contains 9857 members 
Mstep: Class 15 contains 19750 members 
Mstep: Class 16 contains 6805 members 
Mstep: Class 17 contains 2493 members 
Mstep: Class 18 contains 601413 members 
Mstep: Class 19 contains 8180 members 
Mstep: Class 20 contains 1705 members 
Mstep: Class 21 contains 8712 members 
Mstep: Class 22 contains 21502 members 
Mstep: Class 23 contains 602 members 
Mstep: Class 24 contains 6152 members 
Mstep: Class 25 contains 7080 members 
Mstep: Class 26 contains 22088 members 
Mstep: Class 27 contains 572796 members 
Mstep: Class 28 contains 2802 members 
Mstep: Class 29 contains 22712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50346768.000000 Penalty: 17375.128906
Iteration 48Q: 28 clusters Score -5.034677e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 18748 members 
Mstep: Class 3 contains 7888 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 4279 members 
Mstep: Class 6 contains 6559 members 
Mstep: Class 7 contains 8868 members 
Mstep: Class 10 contains 7166 members 
Mstep: Class 11 contains 9898 members 
Mstep: Class 12 contains 2027 members 
Mstep: Class 13 contains 6388 members 
Mstep: Class 14 contains 9914 members 
Mstep: Class 15 contains 19485 members 
Mstep: Class 16 contains 7038 members 
Mstep: Class 17 contains 2596 members 
Mstep: Class 18 contains 601442 members 
Mstep: Class 19 contains 8225 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 8863 members 
Mstep: Class 22 contains 21415 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 6080 members 
Mstep: Class 25 contains 7055 members 
Mstep: Class 26 contains 21414 members 
Mstep: Class 27 contains 572822 members 
Mstep: Class 28 contains 2798 members 
Mstep: Class 29 contains 22655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50347260.000000 Penalty: 17375.128906
Iteration 49Q: 28 clusters Score -5.034726e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 18867 members 
Mstep: Class 3 contains 7911 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4286 members 
Mstep: Class 6 contains 6711 members 
Mstep: Class 7 contains 9047 members 
Mstep: Class 10 contains 7185 members 
Mstep: Class 11 contains 9930 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 6388 members 
Mstep: Class 14 contains 9957 members 
Mstep: Class 15 contains 19258 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 2710 members 
Mstep: Class 18 contains 601447 members 
Mstep: Class 19 contains 8269 members 
Mstep: Class 20 contains 1771 members 
Mstep: Class 21 contains 8999 members 
Mstep: Class 22 contains 21320 members 
Mstep: Class 23 contains 681 members 
Mstep: Class 24 contains 6025 members 
Mstep: Class 25 contains 7030 members 
Mstep: Class 26 contains 20796 members 
Mstep: Class 27 contains 572837 members 
Mstep: Class 28 contains 2804 members 
Mstep: Class 29 contains 22632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50347736.000000 Penalty: 17375.128906
Iteration 50Q: 28 clusters Score -5.034774e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 18943 members 
Mstep: Class 3 contains 7943 members 
Mstep: Class 4 contains 926 members 
Mstep: Class 5 contains 4254 members 
Mstep: Class 6 contains 6842 members 
Mstep: Class 7 contains 9242 members 
Mstep: Class 10 contains 7212 members 
Mstep: Class 11 contains 9959 members 
Mstep: Class 12 contains 2021 members 
Mstep: Class 13 contains 6389 members 
Mstep: Class 14 contains 10004 members 
Mstep: Class 15 contains 19108 members 
Mstep: Class 16 contains 7480 members 
Mstep: Class 17 contains 2795 members 
Mstep: Class 18 contains 601424 members 
Mstep: Class 19 contains 8304 members 
Mstep: Class 20 contains 1792 members 
Mstep: Class 21 contains 9119 members 
Mstep: Class 22 contains 21214 members 
Mstep: Class 23 contains 708 members 
Mstep: Class 24 contains 5964 members 
Mstep: Class 25 contains 7007 members 
Mstep: Class 26 contains 20239 members 
Mstep: Class 27 contains 572869 members 
Mstep: Class 28 contains 2808 members 
Mstep: Class 29 contains 22610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50348204.000000 Penalty: 17375.128906
Iteration 51Q: 28 clusters Score -5.03482e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 19018 members 
Mstep: Class 3 contains 7952 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 4205 members 
Mstep: Class 6 contains 6967 members 
Mstep: Class 7 contains 9415 members 
Mstep: Class 10 contains 7232 members 
Mstep: Class 11 contains 9977 members 
Mstep: Class 12 contains 2017 members 
Mstep: Class 13 contains 6375 members 
Mstep: Class 14 contains 10046 members 
Mstep: Class 15 contains 18981 members 
Mstep: Class 16 contains 7684 members 
Mstep: Class 17 contains 2876 members 
Mstep: Class 18 contains 601416 members 
Mstep: Class 19 contains 8331 members 
Mstep: Class 20 contains 1806 members 
Mstep: Class 21 contains 9220 members 
Mstep: Class 22 contains 21129 members 
Mstep: Class 23 contains 731 members 
Mstep: Class 24 contains 5919 members 
Mstep: Class 25 contains 6981 members 
Mstep: Class 26 contains 19752 members 
Mstep: Class 27 contains 572901 members 
Mstep: Class 28 contains 2828 members 
Mstep: Class 29 contains 22571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50348576.000000 Penalty: 17375.128906
Iteration 52Q: 28 clusters Score -5.034858e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 19099 members 
Mstep: Class 3 contains 7969 members 
Mstep: Class 4 contains 820 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 7067 members 
Mstep: Class 7 contains 9562 members 
Mstep: Class 10 contains 7268 members 
Mstep: Class 11 contains 10000 members 
Mstep: Class 12 contains 2014 members 
Mstep: Class 13 contains 6358 members 
Mstep: Class 14 contains 10088 members 
Mstep: Class 15 contains 18863 members 
Mstep: Class 16 contains 7878 members 
Mstep: Class 17 contains 2966 members 
Mstep: Class 18 contains 601405 members 
Mstep: Class 19 contains 8355 members 
Mstep: Class 20 contains 1822 members 
Mstep: Class 21 contains 9307 members 
Mstep: Class 22 contains 21040 members 
Mstep: Class 23 contains 750 members 
Mstep: Class 24 contains 5860 members 
Mstep: Class 25 contains 6970 members 
Mstep: Class 26 contains 19311 members 
Mstep: Class 27 contains 572913 members 
Mstep: Class 28 contains 2836 members 
Mstep: Class 29 contains 22531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50348680.000000 Penalty: 17375.128906
Iteration 53Q: 28 clusters Score -5.034868e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 19172 members 
Mstep: Class 3 contains 8010 members 
Mstep: Class 4 contains 805 members 
Mstep: Class 5 contains 4148 members 
Mstep: Class 6 contains 7172 members 
Mstep: Class 7 contains 9696 members 
Mstep: Class 10 contains 7302 members 
Mstep: Class 11 contains 10043 members 
Mstep: Class 12 contains 2013 members 
Mstep: Class 13 contains 6353 members 
Mstep: Class 14 contains 10123 members 
Mstep: Class 15 contains 18720 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 3042 members 
Mstep: Class 18 contains 601332 members 
Mstep: Class 19 contains 8375 members 
Mstep: Class 20 contains 1842 members 
Mstep: Class 21 contains 9376 members 
Mstep: Class 22 contains 20958 members 
Mstep: Class 23 contains 763 members 
Mstep: Class 24 contains 5801 members 
Mstep: Class 25 contains 6971 members 
Mstep: Class 26 contains 18903 members 
Mstep: Class 27 contains 572900 members 
Mstep: Class 28 contains 2841 members 
Mstep: Class 29 contains 22495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50348916.000000 Penalty: 17375.128906
Iteration 54Q: 28 clusters Score -5.034892e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 19222 members 
Mstep: Class 3 contains 8050 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 4125 members 
Mstep: Class 6 contains 7253 members 
Mstep: Class 7 contains 9816 members 
Mstep: Class 10 contains 7336 members 
Mstep: Class 11 contains 10075 members 
Mstep: Class 12 contains 2010 members 
Mstep: Class 13 contains 6337 members 
Mstep: Class 14 contains 10157 members 
Mstep: Class 15 contains 18599 members 
Mstep: Class 16 contains 8288 members 
Mstep: Class 17 contains 3100 members 
Mstep: Class 18 contains 601264 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 1864 members 
Mstep: Class 21 contains 9449 members 
Mstep: Class 22 contains 20898 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 5744 members 
Mstep: Class 25 contains 6959 members 
Mstep: Class 26 contains 18522 members 
Mstep: Class 27 contains 572917 members 
Mstep: Class 28 contains 2850 members 
Mstep: Class 29 contains 22466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50349100.000000 Penalty: 17375.128906
Iteration 55Q: 28 clusters Score -5.03491e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 19254 members 
Mstep: Class 3 contains 8081 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 4095 members 
Mstep: Class 6 contains 7329 members 
Mstep: Class 7 contains 9927 members 
Mstep: Class 10 contains 7382 members 
Mstep: Class 11 contains 10096 members 
Mstep: Class 12 contains 2011 members 
Mstep: Class 13 contains 6332 members 
Mstep: Class 14 contains 10192 members 
Mstep: Class 15 contains 18464 members 
Mstep: Class 16 contains 8450 members 
Mstep: Class 17 contains 3148 members 
Mstep: Class 18 contains 601240 members 
Mstep: Class 19 contains 8423 members 
Mstep: Class 20 contains 1880 members 
Mstep: Class 21 contains 9524 members 
Mstep: Class 22 contains 20843 members 
Mstep: Class 23 contains 770 members 
Mstep: Class 24 contains 5694 members 
Mstep: Class 25 contains 6956 members 
Mstep: Class 26 contains 18178 members 
Mstep: Class 27 contains 572949 members 
Mstep: Class 28 contains 2854 members 
Mstep: Class 29 contains 22424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50349264.000000 Penalty: 17375.128906
Iteration 56Q: 28 clusters Score -5.034926e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 19293 members 
Mstep: Class 3 contains 8120 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 4072 members 
Mstep: Class 6 contains 7408 members 
Mstep: Class 7 contains 10015 members 
Mstep: Class 10 contains 7430 members 
Mstep: Class 11 contains 10112 members 
Mstep: Class 12 contains 2014 members 
Mstep: Class 13 contains 6333 members 
Mstep: Class 14 contains 10232 members 
Mstep: Class 15 contains 18350 members 
Mstep: Class 16 contains 8588 members 
Mstep: Class 17 contains 3191 members 
Mstep: Class 18 contains 601180 members 
Mstep: Class 19 contains 8444 members 
Mstep: Class 20 contains 1895 members 
Mstep: Class 21 contains 9582 members 
Mstep: Class 22 contains 20817 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 5644 members 
Mstep: Class 25 contains 6956 members 
Mstep: Class 26 contains 17881 members 
Mstep: Class 27 contains 572961 members 
Mstep: Class 28 contains 2852 members 
Mstep: Class 29 contains 22384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50349296.000000 Penalty: 17375.128906
Iteration 57Q: 28 clusters Score -5.03493e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19322 members 
Mstep: Class 3 contains 8172 members 
Mstep: Class 4 contains 788 members 
Mstep: Class 5 contains 4054 members 
Mstep: Class 6 contains 7471 members 
Mstep: Class 7 contains 10104 members 
Mstep: Class 10 contains 7474 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 2011 members 
Mstep: Class 13 contains 6336 members 
Mstep: Class 14 contains 10268 members 
Mstep: Class 15 contains 18233 members 
Mstep: Class 16 contains 8725 members 
Mstep: Class 17 contains 3243 members 
Mstep: Class 18 contains 601094 members 
Mstep: Class 19 contains 8467 members 
Mstep: Class 20 contains 1908 members 
Mstep: Class 21 contains 9629 members 
Mstep: Class 22 contains 20794 members 
Mstep: Class 23 contains 768 members 
Mstep: Class 24 contains 5597 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 17621 members 
Mstep: Class 27 contains 572939 members 
Mstep: Class 28 contains 2851 members 
Mstep: Class 29 contains 22362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50349500.000000 Penalty: 17375.128906
Iteration 58Q: 28 clusters Score -5.03495e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 19360 members 
Mstep: Class 3 contains 8233 members 
Mstep: Class 4 contains 798 members 
Mstep: Class 5 contains 4050 members 
Mstep: Class 6 contains 7528 members 
Mstep: Class 7 contains 10184 members 
Mstep: Class 10 contains 7518 members 
Mstep: Class 11 contains 10134 members 
Mstep: Class 12 contains 2013 members 
Mstep: Class 13 contains 6329 members 
Mstep: Class 14 contains 10305 members 
Mstep: Class 15 contains 18133 members 
Mstep: Class 16 contains 8847 members 
Mstep: Class 17 contains 3290 members 
Mstep: Class 18 contains 600974 members 
Mstep: Class 19 contains 8491 members 
Mstep: Class 20 contains 1916 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 20784 members 
Mstep: Class 23 contains 771 members 
Mstep: Class 24 contains 5544 members 
Mstep: Class 25 contains 6970 members 
Mstep: Class 26 contains 17412 members 
Mstep: Class 27 contains 572905 members 
Mstep: Class 28 contains 2838 members 
Mstep: Class 29 contains 22340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50349660.000000 Penalty: 17375.128906
Iteration 59Q: 28 clusters Score -5.034966e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 19383 members 
Mstep: Class 3 contains 8292 members 
Mstep: Class 4 contains 799 members 
Mstep: Class 5 contains 4057 members 
Mstep: Class 6 contains 7586 members 
Mstep: Class 7 contains 10255 members 
Mstep: Class 10 contains 7570 members 
Mstep: Class 11 contains 10142 members 
Mstep: Class 12 contains 2014 members 
Mstep: Class 13 contains 6322 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 18027 members 
Mstep: Class 16 contains 8967 members 
Mstep: Class 17 contains 3320 members 
Mstep: Class 18 contains 600873 members 
Mstep: Class 19 contains 8509 members 
Mstep: Class 20 contains 1928 members 
Mstep: Class 21 contains 9707 members 
Mstep: Class 22 contains 20776 members 
Mstep: Class 23 contains 775 members 
Mstep: Class 24 contains 5492 members 
Mstep: Class 25 contains 6981 members 
Mstep: Class 26 contains 17253 members 
Mstep: Class 27 contains 572824 members 
Mstep: Class 28 contains 2834 members 
Mstep: Class 29 contains 22311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50350144.000000 Penalty: 17375.128906
Iteration 60F: 28 clusters Score -5.035014e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19385 members 
Mstep: Class 3 contains 8343 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 4262 members 
Mstep: Class 6 contains 7658 members 
Mstep: Class 7 contains 10331 members 
Mstep: Class 10 contains 7618 members 
Mstep: Class 11 contains 10149 members 
Mstep: Class 12 contains 2016 members 
Mstep: Class 13 contains 6316 members 
Mstep: Class 14 contains 10397 members 
Mstep: Class 15 contains 17732 members 
Mstep: Class 16 contains 9143 members 
Mstep: Class 17 contains 3385 members 
Mstep: Class 18 contains 600733 members 
Mstep: Class 19 contains 8530 members 
Mstep: Class 20 contains 1938 members 
Mstep: Class 21 contains 9745 members 
Mstep: Class 22 contains 20751 members 
Mstep: Class 23 contains 824 members 
Mstep: Class 24 contains 5433 members 
Mstep: Class 25 contains 6968 members 
Mstep: Class 26 contains 17000 members 
Mstep: Class 27 contains 572719 members 
Mstep: Class 28 contains 2831 members 
Mstep: Class 29 contains 22277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50350448.000000 Penalty: 17375.128906
Iteration 61Q: 28 clusters Score -5.035045e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 19387 members 
Mstep: Class 3 contains 8383 members 
Mstep: Class 4 contains 936 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 7715 members 
Mstep: Class 7 contains 10394 members 
Mstep: Class 10 contains 7686 members 
Mstep: Class 11 contains 10154 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 6298 members 
Mstep: Class 14 contains 10453 members 
Mstep: Class 15 contains 17396 members 
Mstep: Class 16 contains 9314 members 
Mstep: Class 17 contains 3429 members 
Mstep: Class 18 contains 600656 members 
Mstep: Class 19 contains 8548 members 
Mstep: Class 20 contains 1943 members 
Mstep: Class 21 contains 9784 members 
Mstep: Class 22 contains 20722 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 5368 members 
Mstep: Class 25 contains 6976 members 
Mstep: Class 26 contains 16784 members 
Mstep: Class 27 contains 572613 members 
Mstep: Class 28 contains 2827 members 
Mstep: Class 29 contains 22248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50350716.000000 Penalty: 17375.128906
Iteration 62Q: 28 clusters Score -5.035072e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 19381 members 
Mstep: Class 3 contains 8420 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 4689 members 
Mstep: Class 6 contains 7771 members 
Mstep: Class 7 contains 10433 members 
Mstep: Class 10 contains 7762 members 
Mstep: Class 11 contains 10154 members 
Mstep: Class 12 contains 2022 members 
Mstep: Class 13 contains 6277 members 
Mstep: Class 14 contains 10500 members 
Mstep: Class 15 contains 17011 members 
Mstep: Class 16 contains 9480 members 
Mstep: Class 17 contains 3458 members 
Mstep: Class 18 contains 600579 members 
Mstep: Class 19 contains 8567 members 
Mstep: Class 20 contains 1943 members 
Mstep: Class 21 contains 9798 members 
Mstep: Class 22 contains 20703 members 
Mstep: Class 23 contains 892 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 7006 members 
Mstep: Class 26 contains 16577 members 
Mstep: Class 27 contains 572558 members 
Mstep: Class 28 contains 2822 members 
Mstep: Class 29 contains 22221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50351060.000000 Penalty: 17375.128906
Iteration 63Q: 28 clusters Score -5.035106e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 19354 members 
Mstep: Class 3 contains 8446 members 
Mstep: Class 4 contains 1125 members 
Mstep: Class 5 contains 4948 members 
Mstep: Class 6 contains 7821 members 
Mstep: Class 7 contains 10459 members 
Mstep: Class 10 contains 7830 members 
Mstep: Class 11 contains 10146 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 6262 members 
Mstep: Class 14 contains 10539 members 
Mstep: Class 15 contains 16600 members 
Mstep: Class 16 contains 9649 members 
Mstep: Class 17 contains 3483 members 
Mstep: Class 18 contains 600529 members 
Mstep: Class 19 contains 8579 members 
Mstep: Class 20 contains 1941 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 20676 members 
Mstep: Class 23 contains 925 members 
Mstep: Class 24 contains 5259 members 
Mstep: Class 25 contains 7046 members 
Mstep: Class 26 contains 16362 members 
Mstep: Class 27 contains 572496 members 
Mstep: Class 28 contains 2821 members 
Mstep: Class 29 contains 22214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50351452.000000 Penalty: 17375.128906
Iteration 64Q: 28 clusters Score -5.035145e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 19329 members 
Mstep: Class 3 contains 8467 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 5233 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 10497 members 
Mstep: Class 10 contains 7910 members 
Mstep: Class 11 contains 10143 members 
Mstep: Class 12 contains 2039 members 
Mstep: Class 13 contains 6247 members 
Mstep: Class 14 contains 10582 members 
Mstep: Class 15 contains 16170 members 
Mstep: Class 16 contains 9805 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 600465 members 
Mstep: Class 19 contains 8586 members 
Mstep: Class 20 contains 1943 members 
Mstep: Class 21 contains 9857 members 
Mstep: Class 22 contains 20642 members 
Mstep: Class 23 contains 953 members 
Mstep: Class 24 contains 5204 members 
Mstep: Class 25 contains 7095 members 
Mstep: Class 26 contains 16170 members 
Mstep: Class 27 contains 572420 members 
Mstep: Class 28 contains 2823 members 
Mstep: Class 29 contains 22221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50351872.000000 Penalty: 17375.128906
Iteration 65Q: 28 clusters Score -5.035187e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 19310 members 
Mstep: Class 3 contains 8461 members 
Mstep: Class 4 contains 1294 members 
Mstep: Class 5 contains 5533 members 
Mstep: Class 6 contains 7873 members 
Mstep: Class 7 contains 10539 members 
Mstep: Class 10 contains 7976 members 
Mstep: Class 11 contains 10127 members 
Mstep: Class 12 contains 2054 members 
Mstep: Class 13 contains 6235 members 
Mstep: Class 14 contains 10627 members 
Mstep: Class 15 contains 15782 members 
Mstep: Class 16 contains 9949 members 
Mstep: Class 17 contains 3519 members 
Mstep: Class 18 contains 600364 members 
Mstep: Class 19 contains 8594 members 
Mstep: Class 20 contains 1952 members 
Mstep: Class 21 contains 9887 members 
Mstep: Class 22 contains 20609 members 
Mstep: Class 23 contains 965 members 
Mstep: Class 24 contains 5142 members 
Mstep: Class 25 contains 7144 members 
Mstep: Class 26 contains 15971 members 
Mstep: Class 27 contains 572431 members 
Mstep: Class 28 contains 2828 members 
Mstep: Class 29 contains 22217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50352576.000000 Penalty: 17375.128906
Iteration 66Q: 28 clusters Score -5.035258e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 19287 members 
Mstep: Class 3 contains 8456 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 5799 members 
Mstep: Class 6 contains 7895 members 
Mstep: Class 7 contains 10576 members 
Mstep: Class 10 contains 8034 members 
Mstep: Class 11 contains 10107 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 6226 members 
Mstep: Class 14 contains 10665 members 
Mstep: Class 15 contains 15459 members 
Mstep: Class 16 contains 10080 members 
Mstep: Class 17 contains 3531 members 
Mstep: Class 18 contains 600272 members 
Mstep: Class 19 contains 8595 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 21 contains 9912 members 
Mstep: Class 22 contains 20583 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 24 contains 5080 members 
Mstep: Class 25 contains 7187 members 
Mstep: Class 26 contains 15786 members 
Mstep: Class 27 contains 572444 members 
Mstep: Class 28 contains 2834 members 
Mstep: Class 29 contains 22218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50353072.000000 Penalty: 17375.128906
Iteration 67Q: 28 clusters Score -5.035307e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 19272 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 1424 members 
Mstep: Class 5 contains 6047 members 
Mstep: Class 6 contains 7921 members 
Mstep: Class 7 contains 10601 members 
Mstep: Class 10 contains 8079 members 
Mstep: Class 11 contains 10086 members 
Mstep: Class 12 contains 2105 members 
Mstep: Class 13 contains 6211 members 
Mstep: Class 14 contains 10710 members 
Mstep: Class 15 contains 15206 members 
Mstep: Class 16 contains 10195 members 
Mstep: Class 17 contains 3548 members 
Mstep: Class 18 contains 600183 members 
Mstep: Class 19 contains 8600 members 
Mstep: Class 20 contains 1960 members 
Mstep: Class 21 contains 9929 members 
Mstep: Class 22 contains 20550 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 24 contains 5012 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 15634 members 
Mstep: Class 27 contains 572460 members 
Mstep: Class 28 contains 2842 members 
Mstep: Class 29 contains 22216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50353632.000000 Penalty: 17375.128906
Iteration 68Q: 28 clusters Score -5.035363e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 19257 members 
Mstep: Class 3 contains 8341 members 
Mstep: Class 4 contains 1500 members 
Mstep: Class 5 contains 6235 members 
Mstep: Class 6 contains 7941 members 
Mstep: Class 7 contains 10618 members 
Mstep: Class 10 contains 8151 members 
Mstep: Class 11 contains 10068 members 
Mstep: Class 12 contains 2173 members 
Mstep: Class 13 contains 6203 members 
Mstep: Class 14 contains 10746 members 
Mstep: Class 15 contains 15046 members 
Mstep: Class 16 contains 10297 members 
Mstep: Class 17 contains 3556 members 
Mstep: Class 18 contains 600063 members 
Mstep: Class 19 contains 8603 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 9943 members 
Mstep: Class 22 contains 20525 members 
Mstep: Class 23 contains 990 members 
Mstep: Class 24 contains 4948 members 
Mstep: Class 25 contains 7231 members 
Mstep: Class 26 contains 15498 members 
Mstep: Class 27 contains 572462 members 
Mstep: Class 28 contains 2846 members 
Mstep: Class 29 contains 22215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50354152.000000 Penalty: 17375.128906
Iteration 69Q: 28 clusters Score -5.035415e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 19248 members 
Mstep: Class 3 contains 8216 members 
Mstep: Class 4 contains 1555 members 
Mstep: Class 5 contains 6397 members 
Mstep: Class 6 contains 7950 members 
Mstep: Class 7 contains 10644 members 
Mstep: Class 10 contains 8186 members 
Mstep: Class 11 contains 10056 members 
Mstep: Class 12 contains 2275 members 
Mstep: Class 13 contains 6208 members 
Mstep: Class 14 contains 10783 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 10391 members 
Mstep: Class 17 contains 3575 members 
Mstep: Class 18 contains 599952 members 
Mstep: Class 19 contains 8607 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 20496 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 4877 members 
Mstep: Class 25 contains 7244 members 
Mstep: Class 26 contains 15376 members 
Mstep: Class 27 contains 572469 members 
Mstep: Class 28 contains 2856 members 
Mstep: Class 29 contains 22220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50354636.000000 Penalty: 17375.128906
Iteration 70Q: 28 clusters Score -5.035464e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19248 members 
Mstep: Class 3 contains 8042 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 6527 members 
Mstep: Class 6 contains 7959 members 
Mstep: Class 7 contains 10673 members 
Mstep: Class 10 contains 8213 members 
Mstep: Class 11 contains 10055 members 
Mstep: Class 12 contains 2445 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 10816 members 
Mstep: Class 15 contains 14876 members 
Mstep: Class 16 contains 10478 members 
Mstep: Class 17 contains 3598 members 
Mstep: Class 18 contains 599835 members 
Mstep: Class 19 contains 8602 members 
Mstep: Class 20 contains 1953 members 
Mstep: Class 21 contains 9961 members 
Mstep: Class 22 contains 20454 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 4820 members 
Mstep: Class 25 contains 7246 members 
Mstep: Class 26 contains 15269 members 
Mstep: Class 27 contains 572466 members 
Mstep: Class 28 contains 2863 members 
Mstep: Class 29 contains 22224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355380.000000 Penalty: 17375.128906
Iteration 71Q: 28 clusters Score -5.035538e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 19247 members 
Mstep: Class 3 contains 7898 members 
Mstep: Class 4 contains 1652 members 
Mstep: Class 5 contains 6657 members 
Mstep: Class 6 contains 7974 members 
Mstep: Class 7 contains 10684 members 
Mstep: Class 10 contains 8223 members 
Mstep: Class 11 contains 10065 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 10856 members 
Mstep: Class 15 contains 14807 members 
Mstep: Class 16 contains 10553 members 
Mstep: Class 17 contains 3620 members 
Mstep: Class 18 contains 599727 members 
Mstep: Class 19 contains 8593 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 9970 members 
Mstep: Class 22 contains 20421 members 
Mstep: Class 23 contains 990 members 
Mstep: Class 24 contains 4760 members 
Mstep: Class 25 contains 7246 members 
Mstep: Class 26 contains 15164 members 
Mstep: Class 27 contains 572467 members 
Mstep: Class 28 contains 2870 members 
Mstep: Class 29 contains 22229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355864.000000 Penalty: 17375.128906
Iteration 72Q: 28 clusters Score -5.035586e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 19249 members 
Mstep: Class 3 contains 7805 members 
Mstep: Class 4 contains 1686 members 
Mstep: Class 5 contains 6785 members 
Mstep: Class 6 contains 7981 members 
Mstep: Class 7 contains 10696 members 
Mstep: Class 10 contains 8221 members 
Mstep: Class 11 contains 10071 members 
Mstep: Class 12 contains 2669 members 
Mstep: Class 13 contains 6221 members 
Mstep: Class 14 contains 10908 members 
Mstep: Class 15 contains 14788 members 
Mstep: Class 16 contains 10622 members 
Mstep: Class 17 contains 3639 members 
Mstep: Class 18 contains 599595 members 
Mstep: Class 19 contains 8596 members 
Mstep: Class 20 contains 1945 members 
Mstep: Class 21 contains 9978 members 
Mstep: Class 22 contains 20399 members 
Mstep: Class 23 contains 989 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 15058 members 
Mstep: Class 27 contains 572496 members 
Mstep: Class 28 contains 2877 members 
Mstep: Class 29 contains 22230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50356080.000000 Penalty: 17375.128906
Iteration 73Q: 28 clusters Score -5.035608e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19246 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 1711 members 
Mstep: Class 5 contains 6902 members 
Mstep: Class 6 contains 7985 members 
Mstep: Class 7 contains 10735 members 
Mstep: Class 10 contains 8209 members 
Mstep: Class 11 contains 10061 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 13 contains 6233 members 
Mstep: Class 14 contains 10959 members 
Mstep: Class 15 contains 14763 members 
Mstep: Class 16 contains 10674 members 
Mstep: Class 17 contains 3651 members 
Mstep: Class 18 contains 599482 members 
Mstep: Class 19 contains 8609 members 
Mstep: Class 20 contains 1940 members 
Mstep: Class 21 contains 9996 members 
Mstep: Class 22 contains 20391 members 
Mstep: Class 23 contains 988 members 
Mstep: Class 24 contains 4604 members 
Mstep: Class 25 contains 7250 members 
Mstep: Class 26 contains 14947 members 
Mstep: Class 27 contains 572557 members 
Mstep: Class 28 contains 2882 members 
Mstep: Class 29 contains 22234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50356332.000000 Penalty: 17375.128906
Iteration 74Q: 28 clusters Score -5.035633e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19238 members 
Mstep: Class 3 contains 7698 members 
Mstep: Class 4 contains 1736 members 
Mstep: Class 5 contains 7013 members 
Mstep: Class 6 contains 7997 members 
Mstep: Class 7 contains 10774 members 
Mstep: Class 10 contains 8196 members 
Mstep: Class 11 contains 10042 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 6241 members 
Mstep: Class 14 contains 11010 members 
Mstep: Class 15 contains 14716 members 
Mstep: Class 16 contains 10736 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 599429 members 
Mstep: Class 19 contains 8618 members 
Mstep: Class 20 contains 1938 members 
Mstep: Class 21 contains 10004 members 
Mstep: Class 22 contains 20365 members 
Mstep: Class 23 contains 987 members 
Mstep: Class 24 contains 4521 members 
Mstep: Class 25 contains 7258 members 
Mstep: Class 26 contains 14835 members 
Mstep: Class 27 contains 572611 members 
Mstep: Class 28 contains 2884 members 
Mstep: Class 29 contains 22233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50356412.000000 Penalty: 17375.128906
Iteration 75Q: 28 clusters Score -5.035641e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 19234 members 
Mstep: Class 3 contains 7667 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 7114 members 
Mstep: Class 6 contains 8001 members 
Mstep: Class 7 contains 10818 members 
Mstep: Class 10 contains 8187 members 
Mstep: Class 11 contains 10028 members 
Mstep: Class 12 contains 2704 members 
Mstep: Class 13 contains 6247 members 
Mstep: Class 14 contains 11059 members 
Mstep: Class 15 contains 14669 members 
Mstep: Class 16 contains 10805 members 
Mstep: Class 17 contains 3672 members 
Mstep: Class 18 contains 599370 members 
Mstep: Class 19 contains 8631 members 
Mstep: Class 20 contains 1939 members 
Mstep: Class 21 contains 10001 members 
Mstep: Class 22 contains 20343 members 
Mstep: Class 23 contains 982 members 
Mstep: Class 24 contains 4437 members 
Mstep: Class 25 contains 7266 members 
Mstep: Class 26 contains 14726 members 
Mstep: Class 27 contains 572671 members 
Mstep: Class 28 contains 2899 members 
Mstep: Class 29 contains 22227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50356424.000000 Penalty: 17375.128906
Iteration 76Q: 28 clusters Score -5.035642e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 19230 members 
Mstep: Class 3 contains 7646 members 
Mstep: Class 4 contains 1756 members 
Mstep: Class 5 contains 7188 members 
Mstep: Class 6 contains 8008 members 
Mstep: Class 7 contains 10852 members 
Mstep: Class 10 contains 8173 members 
Mstep: Class 11 contains 10017 members 
Mstep: Class 12 contains 2702 members 
Mstep: Class 13 contains 6245 members 
Mstep: Class 14 contains 11111 members 
Mstep: Class 15 contains 14638 members 
Mstep: Class 16 contains 10866 members 
Mstep: Class 17 contains 3684 members 
Mstep: Class 18 contains 599335 members 
Mstep: Class 19 contains 8639 members 
Mstep: Class 20 contains 1937 members 
Mstep: Class 21 contains 10008 members 
Mstep: Class 22 contains 20326 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 4355 members 
Mstep: Class 25 contains 7280 members 
Mstep: Class 26 contains 14648 members 
Mstep: Class 27 contains 572695 members 
Mstep: Class 28 contains 2914 members 
Mstep: Class 29 contains 22218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50356440.000000 Penalty: 17375.128906
Iteration 77Q: 28 clusters Score -5.035644e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 19228 members 
Mstep: Class 3 contains 7640 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 8016 members 
Mstep: Class 7 contains 10873 members 
Mstep: Class 10 contains 8163 members 
Mstep: Class 11 contains 10014 members 
Mstep: Class 12 contains 2692 members 
Mstep: Class 13 contains 6249 members 
Mstep: Class 14 contains 11168 members 
Mstep: Class 15 contains 14595 members 
Mstep: Class 16 contains 10934 members 
Mstep: Class 17 contains 3691 members 
Mstep: Class 18 contains 599328 members 
Mstep: Class 19 contains 8654 members 
Mstep: Class 20 contains 1937 members 
Mstep: Class 21 contains 10010 members 
Mstep: Class 22 contains 20307 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 24 contains 4271 members 
Mstep: Class 25 contains 7302 members 
Mstep: Class 26 contains 14579 members 
Mstep: Class 27 contains 572701 members 
Mstep: Class 28 contains 2915 members 
Mstep: Class 29 contains 22205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50356652.000000 Penalty: 17375.128906
Iteration 78Q: 28 clusters Score -5.035665e+07 nChanged 604
Entering ConstructFrom: 
Score: -50356652.000000 Penalty: 17375.128906
Entering ConstructFrom: 
Trying to split cluster 1 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -19281.369141 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -19281.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -18788.191406 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -18788.19 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18882.373047 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -18882.37 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -18910.468750 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -18910.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -18917.662109 Penalty: 561.434570
	Iteration 3Q: 3 clusters Score -18917.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18921.156250 Penalty: 561.434570
	Iteration 4Q: 3 clusters Score -18921.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18924.265625 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -18924.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18928.197266 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -18928.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18933.589844 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -18933.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18939.382812 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -18939.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18942.802734 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -18942.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18948.476562 Penalty: 561.434570
	Iteration 10Q: 3 clusters Score -18948.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18952.072266 Penalty: 561.434570
	Iteration 11Q: 3 clusters Score -18952.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18954.060547 Penalty: 561.434570
	Iteration 12Q: 3 clusters Score -18954.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -18955.394531 Penalty: 561.434570
	Iteration 13Q: 3 clusters Score -18955.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18958.277344 Penalty: 561.434570
	Iteration 14Q: 3 clusters Score -18958.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18959.257812 Penalty: 561.434570
	Iteration 15Q: 3 clusters Score -18959.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -18959.625000 Penalty: 561.434570
	Iteration 16Q: 3 clusters Score -18959.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18960.087891 Penalty: 561.434570
	Iteration 17Q: 3 clusters Score -18960.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18960.707031 Penalty: 561.434570
	Iteration 18Q: 3 clusters Score -18960.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18962.488281 Penalty: 561.434570
	Iteration 19Q: 3 clusters Score -18962.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18964.080078 Penalty: 561.434570
	Iteration 20F: 3 clusters Score -18964.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18966.105469 Penalty: 561.434570
	Iteration 21Q: 3 clusters Score -18966.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18968.455078 Penalty: 561.434570
	Iteration 22Q: 3 clusters Score -18968.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -18970.136719 Penalty: 561.434570
	Iteration 23Q: 3 clusters Score -18970.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18970.236328 Penalty: 561.434570
	Iteration 24Q: 3 clusters Score -18970.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18970.236328 Penalty: 561.434570
	Iteration 25F: 3 clusters Score -18970.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Entering Unmasked Estep 
Score: -689696.375000 Penalty: 448.829407
	Iteration 0F: 2 clusters Score -689696.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -676974.500000 Penalty: 897.658813
	Iteration 0F: 3 clusters Score -676974.5 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -683958.625000 Penalty: 897.658813
	Iteration 1F: 3 clusters Score -683958.6 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -686105.375000 Penalty: 897.658813
	Iteration 2F: 3 clusters Score -686105.4 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -687821.875000 Penalty: 897.658813
	Iteration 3F: 3 clusters Score -687821.9 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -688847.750000 Penalty: 897.658813
	Iteration 4F: 3 clusters Score -688847.8 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -689491.500000 Penalty: 897.658813
	Iteration 5Q: 3 clusters Score -689491.5 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -689894.125000 Penalty: 897.658813
	Iteration 6Q: 3 clusters Score -689894.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -690148.125000 Penalty: 897.658813
	Iteration 7Q: 3 clusters Score -690148.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -690316.687500 Penalty: 897.658813
	Iteration 8Q: 3 clusters Score -690316.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -690403.875000 Penalty: 897.658813
	Iteration 9Q: 3 clusters Score -690403.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -690452.250000 Penalty: 897.658813
	Iteration 10Q: 3 clusters Score -690452.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -690489.875000 Penalty: 897.658813
	Iteration 11Q: 3 clusters Score -690489.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -690515.125000 Penalty: 897.658813
	Iteration 12Q: 3 clusters Score -690515.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -690525.812500 Penalty: 897.658813
	Iteration 13Q: 3 clusters Score -690525.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -690539.250000 Penalty: 897.658813
	Iteration 14Q: 3 clusters Score -690539.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -690546.562500 Penalty: 897.658813
	Iteration 15Q: 3 clusters Score -690546.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -690550.437500 Penalty: 897.658813
	Iteration 16Q: 3 clusters Score -690550.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -690557.937500 Penalty: 897.658813
	Iteration 17Q: 3 clusters Score -690557.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -690563.750000 Penalty: 897.658813
	Iteration 18Q: 3 clusters Score -690563.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -690571.125000 Penalty: 897.658813
	Iteration 19Q: 3 clusters Score -690571.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -690575.562500 Penalty: 897.658813
	Iteration 20F: 3 clusters Score -690575.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -690577.187500 Penalty: 897.658813
	Iteration 21Q: 3 clusters Score -690577.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -690577.375000 Penalty: 897.658813
	Iteration 22Q: 3 clusters Score -690577.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -690579.000000 Penalty: 897.658813
	Iteration 23Q: 3 clusters Score -690579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -690583.125000 Penalty: 897.658813
	Iteration 24Q: 3 clusters Score -690583.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -690583.187500 Penalty: 897.658813
	Iteration 25Q: 3 clusters Score -690583.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -690583.562500 Penalty: 897.658813
	Iteration 26Q: 3 clusters Score -690583.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -690584.187500 Penalty: 897.658813
	Iteration 27Q: 3 clusters Score -690584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -690584.437500 Penalty: 897.658813
	Iteration 28Q: 3 clusters Score -690584.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -690584.500000 Penalty: 897.658813
	Iteration 29Q: 3 clusters Score -690584.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -690584.000000 Penalty: 897.658813
	Iteration 30Q: 3 clusters Score -690584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -690584.937500 Penalty: 897.658813
	Iteration 31Q: 3 clusters Score -690584.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -690585.250000 Penalty: 897.658813
	Iteration 32Q: 3 clusters Score -690585.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -690586.000000 Penalty: 897.658813
	Iteration 33Q: 3 clusters Score -690586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -690586.000000 Penalty: 897.658813
	Iteration 34F: 3 clusters Score -690586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 7633 members 
Mstep: Class 4 contains 1765 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 8025 members 
Mstep: Class 7 contains 10900 members 
Mstep: Class 8 contains 17773 members 
Mstep: Class 10 contains 8144 members 
Mstep: Class 11 contains 10000 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 13 contains 6250 members 
Mstep: Class 14 contains 11233 members 
Mstep: Class 15 contains 14559 members 
Mstep: Class 16 contains 10978 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 599299 members 
Mstep: Class 19 contains 8664 members 
Mstep: Class 20 contains 1938 members 
Mstep: Class 21 contains 10018 members 
Mstep: Class 22 contains 20304 members 
Mstep: Class 23 contains 967 members 
Mstep: Class 24 contains 4173 members 
Mstep: Class 25 contains 7330 members 
Mstep: Class 26 contains 14521 members 
Mstep: Class 27 contains 572725 members 
Mstep: Class 28 contains 2913 members 
Mstep: Class 29 contains 22194 members 
Entering Unmasked Estep 
Score: -50357500.000000 Penalty: 18018.652344
Splitting cluster 2 changes total score from -50356652.000000 to -50357500.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 3 (7633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Entering Unmasked Estep 
Score: -259851.906250 Penalty: 406.780731
	Iteration 0F: 2 clusters Score -259851.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -254836.515625 Penalty: 813.561462
	Iteration 0F: 3 clusters Score -254836.5 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -257131.515625 Penalty: 813.561462
	Iteration 1F: 3 clusters Score -257131.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -257482.875000 Penalty: 813.561462
	Iteration 2F: 3 clusters Score -257482.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -257894.984375 Penalty: 813.561462
	Iteration 3F: 3 clusters Score -257895 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -258434.125000 Penalty: 813.561462
	Iteration 4F: 3 clusters Score -258434.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -259164.312500 Penalty: 813.561462
	Iteration 5F: 3 clusters Score -259164.3 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -259944.640625 Penalty: 813.561462
	Iteration 6F: 3 clusters Score -259944.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -260524.250000 Penalty: 813.561462
	Iteration 7F: 3 clusters Score -260524.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -260809.859375 Penalty: 813.561462
	Iteration 8Q: 3 clusters Score -260809.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -260948.890625 Penalty: 813.561462
	Iteration 9Q: 3 clusters Score -260948.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -261006.671875 Penalty: 813.561462
	Iteration 10Q: 3 clusters Score -261006.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -261031.421875 Penalty: 813.561462
	Iteration 11Q: 3 clusters Score -261031.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -261050.531250 Penalty: 813.561462
	Iteration 12Q: 3 clusters Score -261050.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -261059.921875 Penalty: 813.561462
	Iteration 13Q: 3 clusters Score -261059.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -261063.546875 Penalty: 813.561462
	Iteration 14Q: 3 clusters Score -261063.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -261066.062500 Penalty: 813.561462
	Iteration 15Q: 3 clusters Score -261066.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -261068.125000 Penalty: 813.561462
	Iteration 16Q: 3 clusters Score -261068.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -261069.671875 Penalty: 813.561462
	Iteration 17Q: 3 clusters Score -261069.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -261070.500000 Penalty: 813.561462
	Iteration 18Q: 3 clusters Score -261070.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -261071.203125 Penalty: 813.561462
	Iteration 19Q: 3 clusters Score -261071.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -261071.421875 Penalty: 813.561462
	Iteration 20F: 3 clusters Score -261071.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -261071.250000 Penalty: 813.561462
	Iteration 21Q: 3 clusters Score -261071.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -261070.984375 Penalty: 813.561462
	Iteration 22Q: 3 clusters Score -261071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -261071.171875 Penalty: 813.561462
	Iteration 23Q: 3 clusters Score -261071.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -261071.312500 Penalty: 813.561462
	Iteration 24Q: 3 clusters Score -261071.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -261071.312500 Penalty: 813.561462
	Iteration 25F: 3 clusters Score -261071.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 3493 members 
Mstep: Class 4 contains 1765 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 8025 members 
Mstep: Class 7 contains 10900 members 
Mstep: Class 8 contains 17773 members 
Mstep: Class 9 contains 4140 members 
Mstep: Class 10 contains 8144 members 
Mstep: Class 11 contains 10000 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 13 contains 6250 members 
Mstep: Class 14 contains 11233 members 
Mstep: Class 15 contains 14559 members 
Mstep: Class 16 contains 10978 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 599299 members 
Mstep: Class 19 contains 8664 members 
Mstep: Class 20 contains 1938 members 
Mstep: Class 21 contains 10018 members 
Mstep: Class 22 contains 20304 members 
Mstep: Class 23 contains 967 members 
Mstep: Class 24 contains 4173 members 
Mstep: Class 25 contains 7330 members 
Mstep: Class 26 contains 14521 members 
Mstep: Class 27 contains 572725 members 
Mstep: Class 28 contains 2913 members 
Mstep: Class 29 contains 22194 members 
Entering Unmasked Estep 
Score: -50358356.000000 Penalty: 18662.175781
Splitting cluster 3 changes total score from -50356652.000000 to -50358356.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 4 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -68371.007812 Penalty: 340.153717
	Iteration 0F: 2 clusters Score -68371.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -67082.726562 Penalty: 680.307434
	Iteration 0F: 3 clusters Score -67082.73 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -67495.828125 Penalty: 680.307434
	Iteration 1F: 3 clusters Score -67495.83 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -67557.882812 Penalty: 680.307434
	Iteration 2F: 3 clusters Score -67557.88 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -67589.593750 Penalty: 680.307434
	Iteration 3Q: 3 clusters Score -67589.59 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -67618.851562 Penalty: 680.307434
	Iteration 4Q: 3 clusters Score -67618.85 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -67644.148438 Penalty: 680.307434
	Iteration 5Q: 3 clusters Score -67644.15 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -67674.539062 Penalty: 680.307434
	Iteration 6Q: 3 clusters Score -67674.54 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -67718.507812 Penalty: 680.307434
	Iteration 7Q: 3 clusters Score -67718.51 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -67770.234375 Penalty: 680.307434
	Iteration 8Q: 3 clusters Score -67770.23 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -67832.984375 Penalty: 680.307434
	Iteration 9Q: 3 clusters Score -67832.98 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -67904.132812 Penalty: 680.307434
	Iteration 10Q: 3 clusters Score -67904.13 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -67957.601562 Penalty: 680.307434
	Iteration 11Q: 3 clusters Score -67957.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -68002.390625 Penalty: 680.307434
	Iteration 12Q: 3 clusters Score -68002.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -68031.109375 Penalty: 680.307434
	Iteration 13Q: 3 clusters Score -68031.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -68049.546875 Penalty: 680.307434
	Iteration 14Q: 3 clusters Score -68049.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -68059.492188 Penalty: 680.307434
	Iteration 15Q: 3 clusters Score -68059.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -68068.468750 Penalty: 680.307434
	Iteration 16Q: 3 clusters Score -68068.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -68075.820312 Penalty: 680.307434
	Iteration 17Q: 3 clusters Score -68075.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -68081.164062 Penalty: 680.307434
	Iteration 18Q: 3 clusters Score -68081.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -68083.015625 Penalty: 680.307434
	Iteration 19Q: 3 clusters Score -68083.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -68085.000000 Penalty: 680.307434
	Iteration 20F: 3 clusters Score -68085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -68087.835938 Penalty: 680.307434
	Iteration 21Q: 3 clusters Score -68087.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -68090.195312 Penalty: 680.307434
	Iteration 22Q: 3 clusters Score -68090.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -68092.242188 Penalty: 680.307434
	Iteration 23Q: 3 clusters Score -68092.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -68092.796875 Penalty: 680.307434
	Iteration 24Q: 3 clusters Score -68092.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -68092.796875 Penalty: 680.307434
	Iteration 25F: 3 clusters Score -68092.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Entering Unmasked Estep 
Score: -263508.343750 Penalty: 404.825867
	Iteration 0F: 2 clusters Score -263508.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -258608.796875 Penalty: 809.651733
	Iteration 0F: 3 clusters Score -258608.8 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -260655.453125 Penalty: 809.651733
	Iteration 1F: 3 clusters Score -260655.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -261007.312500 Penalty: 809.651733
	Iteration 2F: 3 clusters Score -261007.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -261438.562500 Penalty: 809.651733
	Iteration 3F: 3 clusters Score -261438.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -261850.437500 Penalty: 809.651733
	Iteration 4F: 3 clusters Score -261850.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -262082.562500 Penalty: 809.651733
	Iteration 5F: 3 clusters Score -262082.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -262177.406250 Penalty: 809.651733
	Iteration 6Q: 3 clusters Score -262177.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -262256.593750 Penalty: 809.651733
	Iteration 7Q: 3 clusters Score -262256.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -262341.718750 Penalty: 809.651733
	Iteration 8Q: 3 clusters Score -262341.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -262421.875000 Penalty: 809.651733
	Iteration 9Q: 3 clusters Score -262421.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -262490.531250 Penalty: 809.651733
	Iteration 10Q: 3 clusters Score -262490.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -262563.468750 Penalty: 809.651733
	Iteration 11Q: 3 clusters Score -262563.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -262626.312500 Penalty: 809.651733
	Iteration 12Q: 3 clusters Score -262626.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -262690.750000 Penalty: 809.651733
	Iteration 13Q: 3 clusters Score -262690.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -262755.656250 Penalty: 809.651733
	Iteration 14Q: 3 clusters Score -262755.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -262815.093750 Penalty: 809.651733
	Iteration 15Q: 3 clusters Score -262815.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -262871.156250 Penalty: 809.651733
	Iteration 16Q: 3 clusters Score -262871.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -262918.062500 Penalty: 809.651733
	Iteration 17Q: 3 clusters Score -262918.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -262965.218750 Penalty: 809.651733
	Iteration 18Q: 3 clusters Score -262965.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -263005.093750 Penalty: 809.651733
	Iteration 19Q: 3 clusters Score -263005.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -263037.468750 Penalty: 809.651733
	Iteration 20F: 3 clusters Score -263037.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -263063.968750 Penalty: 809.651733
	Iteration 21Q: 3 clusters Score -263064 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -263081.812500 Penalty: 809.651733
	Iteration 22Q: 3 clusters Score -263081.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -263100.937500 Penalty: 809.651733
	Iteration 23Q: 3 clusters Score -263100.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -263117.968750 Penalty: 809.651733
	Iteration 24Q: 3 clusters Score -263118 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -263133.906250 Penalty: 809.651733
	Iteration 25Q: 3 clusters Score -263133.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -263152.062500 Penalty: 809.651733
	Iteration 26Q: 3 clusters Score -263152.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -263167.531250 Penalty: 809.651733
	Iteration 27Q: 3 clusters Score -263167.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -263177.750000 Penalty: 809.651733
	Iteration 28Q: 3 clusters Score -263177.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -263187.781250 Penalty: 809.651733
	Iteration 29Q: 3 clusters Score -263187.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -263197.781250 Penalty: 809.651733
	Iteration 30Q: 3 clusters Score -263197.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -263203.531250 Penalty: 809.651733
	Iteration 31Q: 3 clusters Score -263203.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -263209.031250 Penalty: 809.651733
	Iteration 32Q: 3 clusters Score -263209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -263214.656250 Penalty: 809.651733
	Iteration 33Q: 3 clusters Score -263214.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -263218.125000 Penalty: 809.651733
	Iteration 34Q: 3 clusters Score -263218.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -263220.031250 Penalty: 809.651733
	Iteration 35Q: 3 clusters Score -263220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -263220.968750 Penalty: 809.651733
	Iteration 36Q: 3 clusters Score -263221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -263223.656250 Penalty: 809.651733
	Iteration 37Q: 3 clusters Score -263223.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -263224.468750 Penalty: 809.651733
	Iteration 38Q: 3 clusters Score -263224.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -263225.437500 Penalty: 809.651733
	Iteration 39Q: 3 clusters Score -263225.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -263226.531250 Penalty: 809.651733
	Iteration 40F: 3 clusters Score -263226.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -263227.093750 Penalty: 809.651733
	Iteration 41Q: 3 clusters Score -263227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -263227.218750 Penalty: 809.651733
	Iteration 42Q: 3 clusters Score -263227.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -263227.656250 Penalty: 809.651733
	Iteration 43Q: 3 clusters Score -263227.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -263228.562500 Penalty: 809.651733
	Iteration 44Q: 3 clusters Score -263228.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -263228.906250 Penalty: 809.651733
	Iteration 45Q: 3 clusters Score -263228.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -263229.375000 Penalty: 809.651733
	Iteration 46Q: 3 clusters Score -263229.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -263229.625000 Penalty: 809.651733
	Iteration 47Q: 3 clusters Score -263229.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -263229.625000 Penalty: 809.651733
	Iteration 48F: 3 clusters Score -263229.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Entering Unmasked Estep 
Score: -299617.937500 Penalty: 409.059448
	Iteration 0F: 2 clusters Score -299617.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -294207.656250 Penalty: 818.118896
	Iteration 0F: 3 clusters Score -294207.7 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -296414.687500 Penalty: 818.118896
	Iteration 1F: 3 clusters Score -296414.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -296725.843750 Penalty: 818.118896
	Iteration 2F: 3 clusters Score -296725.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -297191.093750 Penalty: 818.118896
	Iteration 3F: 3 clusters Score -297191.1 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -297729.375000 Penalty: 818.118896
	Iteration 4F: 3 clusters Score -297729.4 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -298265.250000 Penalty: 818.118896
	Iteration 5F: 3 clusters Score -298265.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -298667.937500 Penalty: 818.118896
	Iteration 6F: 3 clusters Score -298667.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -298903.468750 Penalty: 818.118896
	Iteration 7Q: 3 clusters Score -298903.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -299044.312500 Penalty: 818.118896
	Iteration 8Q: 3 clusters Score -299044.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -299126.656250 Penalty: 818.118896
	Iteration 9Q: 3 clusters Score -299126.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -299174.000000 Penalty: 818.118896
	Iteration 10Q: 3 clusters Score -299174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -299206.406250 Penalty: 818.118896
	Iteration 11Q: 3 clusters Score -299206.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -299226.562500 Penalty: 818.118896
	Iteration 12Q: 3 clusters Score -299226.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -299242.281250 Penalty: 818.118896
	Iteration 13Q: 3 clusters Score -299242.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -299254.625000 Penalty: 818.118896
	Iteration 14Q: 3 clusters Score -299254.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -299265.656250 Penalty: 818.118896
	Iteration 15Q: 3 clusters Score -299265.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -299270.968750 Penalty: 818.118896
	Iteration 16Q: 3 clusters Score -299271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -299273.312500 Penalty: 818.118896
	Iteration 17Q: 3 clusters Score -299273.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -299274.125000 Penalty: 818.118896
	Iteration 18Q: 3 clusters Score -299274.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -299276.656250 Penalty: 818.118896
	Iteration 19Q: 3 clusters Score -299276.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -299282.343750 Penalty: 818.118896
	Iteration 20F: 3 clusters Score -299282.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -299283.156250 Penalty: 818.118896
	Iteration 21Q: 3 clusters Score -299283.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -299285.000000 Penalty: 818.118896
	Iteration 22Q: 3 clusters Score -299285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -299285.750000 Penalty: 818.118896
	Iteration 23Q: 3 clusters Score -299285.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -299285.750000 Penalty: 818.118896
	Iteration 24F: 3 clusters Score -299285.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Entering Unmasked Estep 
Score: -392335.562500 Penalty: 422.991577
	Iteration 0F: 2 clusters Score -392335.6 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 5437 members 
Entering Unmasked Estep 
Score: -385055.093750 Penalty: 845.983154
	Iteration 0F: 3 clusters Score -385055.1 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -388092.562500 Penalty: 845.983154
	Iteration 1F: 3 clusters Score -388092.6 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -388493.843750 Penalty: 845.983154
	Iteration 2F: 3 clusters Score -388493.8 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -388917.875000 Penalty: 845.983154
	Iteration 3F: 3 clusters Score -388917.9 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -389375.781250 Penalty: 845.983154
	Iteration 4F: 3 clusters Score -389375.8 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -389850.593750 Penalty: 845.983154
	Iteration 5F: 3 clusters Score -389850.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -390199.906250 Penalty: 845.983154
	Iteration 6F: 3 clusters Score -390199.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -390420.281250 Penalty: 845.983154
	Iteration 7Q: 3 clusters Score -390420.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -390554.781250 Penalty: 845.983154
	Iteration 8Q: 3 clusters Score -390554.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -390665.187500 Penalty: 845.983154
	Iteration 9Q: 3 clusters Score -390665.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -390768.031250 Penalty: 845.983154
	Iteration 10Q: 3 clusters Score -390768 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -390875.875000 Penalty: 845.983154
	Iteration 11Q: 3 clusters Score -390875.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -391005.562500 Penalty: 845.983154
	Iteration 12Q: 3 clusters Score -391005.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -391147.531250 Penalty: 845.983154
	Iteration 13Q: 3 clusters Score -391147.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -391322.218750 Penalty: 845.983154
	Iteration 14Q: 3 clusters Score -391322.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -391506.750000 Penalty: 845.983154
	Iteration 15Q: 3 clusters Score -391506.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -391699.875000 Penalty: 845.983154
	Iteration 16Q: 3 clusters Score -391699.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -391866.062500 Penalty: 845.983154
	Iteration 17Q: 3 clusters Score -391866.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -391957.187500 Penalty: 845.983154
	Iteration 18Q: 3 clusters Score -391957.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -392023.593750 Penalty: 845.983154
	Iteration 19Q: 3 clusters Score -392023.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -392073.437500 Penalty: 845.983154
	Iteration 20F: 3 clusters Score -392073.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -392113.125000 Penalty: 845.983154
	Iteration 21Q: 3 clusters Score -392113.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -392141.687500 Penalty: 845.983154
	Iteration 22Q: 3 clusters Score -392141.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -392161.750000 Penalty: 845.983154
	Iteration 23Q: 3 clusters Score -392161.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -392176.562500 Penalty: 845.983154
	Iteration 24Q: 3 clusters Score -392176.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -392184.593750 Penalty: 845.983154
	Iteration 25Q: 3 clusters Score -392184.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -392195.093750 Penalty: 845.983154
	Iteration 26Q: 3 clusters Score -392195.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -392205.625000 Penalty: 845.983154
	Iteration 27Q: 3 clusters Score -392205.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -392216.718750 Penalty: 845.983154
	Iteration 28Q: 3 clusters Score -392216.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -392228.812500 Penalty: 845.983154
	Iteration 29Q: 3 clusters Score -392228.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -392240.406250 Penalty: 845.983154
	Iteration 30Q: 3 clusters Score -392240.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -392246.468750 Penalty: 845.983154
	Iteration 31Q: 3 clusters Score -392246.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -392254.062500 Penalty: 845.983154
	Iteration 32Q: 3 clusters Score -392254.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -392258.968750 Penalty: 845.983154
	Iteration 33Q: 3 clusters Score -392259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -392262.656250 Penalty: 845.983154
	Iteration 34Q: 3 clusters Score -392262.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -392264.406250 Penalty: 845.983154
	Iteration 35Q: 3 clusters Score -392264.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -392267.468750 Penalty: 845.983154
	Iteration 36Q: 3 clusters Score -392267.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -392270.875000 Penalty: 845.983154
	Iteration 37Q: 3 clusters Score -392270.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -392274.312500 Penalty: 845.983154
	Iteration 38Q: 3 clusters Score -392274.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -392277.156250 Penalty: 845.983154
	Iteration 39Q: 3 clusters Score -392277.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -392279.500000 Penalty: 845.983154
	Iteration 40F: 3 clusters Score -392279.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -392283.062500 Penalty: 845.983154
	Iteration 41Q: 3 clusters Score -392283.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -392285.656250 Penalty: 845.983154
	Iteration 42Q: 3 clusters Score -392285.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -392287.031250 Penalty: 845.983154
	Iteration 43Q: 3 clusters Score -392287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -392290.093750 Penalty: 845.983154
	Iteration 44Q: 3 clusters Score -392290.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -392291.781250 Penalty: 845.983154
	Iteration 45Q: 3 clusters Score -392291.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -392295.187500 Penalty: 845.983154
	Iteration 46Q: 3 clusters Score -392295.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -392300.218750 Penalty: 845.983154
	Iteration 47Q: 3 clusters Score -392300.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -392301.125000 Penalty: 845.983154
	Iteration 48Q: 3 clusters Score -392301.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -392301.906250 Penalty: 845.983154
	Iteration 49Q: 3 clusters Score -392301.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -392302.875000 Penalty: 845.983154
	Iteration 50Q: 3 clusters Score -392302.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -392303.875000 Penalty: 845.983154
	Iteration 51Q: 3 clusters Score -392303.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -392304.781250 Penalty: 845.983154
	Iteration 52Q: 3 clusters Score -392304.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -392303.781250 Penalty: 845.983154
	Iteration 53Q: 3 clusters Score -392303.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -392303.437500 Penalty: 845.983154
	Iteration 54Q: 3 clusters Score -392303.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -392304.093750 Penalty: 845.983154
	Iteration 55Q: 3 clusters Score -392304.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -392304.093750 Penalty: 845.983154
	Iteration 56F: 3 clusters Score -392304.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Entering Unmasked Estep 
Score: -287826.531250 Penalty: 409.729156
	Iteration 0F: 2 clusters Score -287826.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -282489.406250 Penalty: 819.458313
	Iteration 0F: 3 clusters Score -282489.4 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -285344.343750 Penalty: 819.458313
	Iteration 1F: 3 clusters Score -285344.3 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -286206.937500 Penalty: 819.458313
	Iteration 2F: 3 clusters Score -286206.9 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -286886.187500 Penalty: 819.458313
	Iteration 3F: 3 clusters Score -286886.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -287331.687500 Penalty: 819.458313
	Iteration 4F: 3 clusters Score -287331.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -287612.968750 Penalty: 819.458313
	Iteration 5Q: 3 clusters Score -287613 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -287760.906250 Penalty: 819.458313
	Iteration 6Q: 3 clusters Score -287760.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -287832.000000 Penalty: 819.458313
	Iteration 7Q: 3 clusters Score -287832 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -287872.718750 Penalty: 819.458313
	Iteration 8Q: 3 clusters Score -287872.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -287895.312500 Penalty: 819.458313
	Iteration 9Q: 3 clusters Score -287895.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -287912.687500 Penalty: 819.458313
	Iteration 10Q: 3 clusters Score -287912.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -287924.656250 Penalty: 819.458313
	Iteration 11Q: 3 clusters Score -287924.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -287933.187500 Penalty: 819.458313
	Iteration 12Q: 3 clusters Score -287933.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -287937.718750 Penalty: 819.458313
	Iteration 13Q: 3 clusters Score -287937.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -287940.593750 Penalty: 819.458313
	Iteration 14Q: 3 clusters Score -287940.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -287942.406250 Penalty: 819.458313
	Iteration 15Q: 3 clusters Score -287942.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -287945.000000 Penalty: 819.458313
	Iteration 16Q: 3 clusters Score -287945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -287947.312500 Penalty: 819.458313
	Iteration 17Q: 3 clusters Score -287947.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -287951.062500 Penalty: 819.458313
	Iteration 18Q: 3 clusters Score -287951.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -287954.062500 Penalty: 819.458313
	Iteration 19Q: 3 clusters Score -287954.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -287955.843750 Penalty: 819.458313
	Iteration 20F: 3 clusters Score -287955.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -287955.593750 Penalty: 819.458313
	Iteration 21Q: 3 clusters Score -287955.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -287956.718750 Penalty: 819.458313
	Iteration 22Q: 3 clusters Score -287956.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -287956.656250 Penalty: 819.458313
	Iteration 23Q: 3 clusters Score -287956.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -287957.156250 Penalty: 819.458313
	Iteration 24Q: 3 clusters Score -287957.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -287957.031250 Penalty: 819.458313
	Iteration 25Q: 3 clusters Score -287957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -287956.406250 Penalty: 819.458313
	Iteration 26Q: 3 clusters Score -287956.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -287957.312500 Penalty: 819.458313
	Iteration 27Q: 3 clusters Score -287957.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -287957.468750 Penalty: 819.458313
	Iteration 28Q: 3 clusters Score -287957.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -287957.687500 Penalty: 819.458313
	Iteration 29Q: 3 clusters Score -287957.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -287958.625000 Penalty: 819.458313
	Iteration 30Q: 3 clusters Score -287958.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -287959.156250 Penalty: 819.458313
	Iteration 31Q: 3 clusters Score -287959.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -287959.656250 Penalty: 819.458313
	Iteration 32Q: 3 clusters Score -287959.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -287959.437500 Penalty: 819.458313
	Iteration 33Q: 3 clusters Score -287959.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -287960.093750 Penalty: 819.458313
	Iteration 34Q: 3 clusters Score -287960.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -287959.875000 Penalty: 819.458313
	Iteration 35Q: 3 clusters Score -287959.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -287960.000000 Penalty: 819.458313
	Iteration 36Q: 3 clusters Score -287960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -287959.906250 Penalty: 819.458313
	Iteration 37Q: 3 clusters Score -287959.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -287960.187500 Penalty: 819.458313
	Iteration 38Q: 3 clusters Score -287960.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -287959.843750 Penalty: 819.458313
	Iteration 39Q: 3 clusters Score -287959.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -287959.843750 Penalty: 819.458313
	Iteration 40F: 3 clusters Score -287959.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -287959.375000 Penalty: 819.458313
	Iteration 41Q: 3 clusters Score -287959.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -287959.343750 Penalty: 819.458313
	Iteration 42Q: 3 clusters Score -287959.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -287959.875000 Penalty: 819.458313
	Iteration 43Q: 3 clusters Score -287959.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -287960.281250 Penalty: 819.458313
	Iteration 44Q: 3 clusters Score -287960.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -287961.156250 Penalty: 819.458313
	Iteration 45Q: 3 clusters Score -287961.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -287960.937500 Penalty: 819.458313
	Iteration 46Q: 3 clusters Score -287960.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -287960.812500 Penalty: 819.458313
	Iteration 47Q: 3 clusters Score -287960.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -287961.281250 Penalty: 819.458313
	Iteration 48Q: 3 clusters Score -287961.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -287961.343750 Penalty: 819.458313
	Iteration 49Q: 3 clusters Score -287961.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -287962.468750 Penalty: 819.458313
	Iteration 50Q: 3 clusters Score -287962.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -287963.656250 Penalty: 819.458313
	Iteration 51Q: 3 clusters Score -287963.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -287964.062500 Penalty: 819.458313
	Iteration 52Q: 3 clusters Score -287964.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -287965.937500 Penalty: 819.458313
	Iteration 53Q: 3 clusters Score -287965.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -287966.281250 Penalty: 819.458313
	Iteration 54Q: 3 clusters Score -287966.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -287967.000000 Penalty: 819.458313
	Iteration 55Q: 3 clusters Score -287967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -287967.000000 Penalty: 819.458313
	Iteration 56Q: 3 clusters Score -287967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -287967.281250 Penalty: 819.458313
	Iteration 57Q: 3 clusters Score -287967.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -287967.281250 Penalty: 819.458313
	Iteration 58F: 3 clusters Score -287967.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 3493 members 
Mstep: Class 4 contains 1765 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 8025 members 
Mstep: Class 7 contains 10900 members 
Mstep: Class 8 contains 17773 members 
Mstep: Class 9 contains 4140 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 10000 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 13 contains 6250 members 
Mstep: Class 14 contains 11233 members 
Mstep: Class 15 contains 14559 members 
Mstep: Class 16 contains 10978 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 599299 members 
Mstep: Class 19 contains 8664 members 
Mstep: Class 20 contains 1938 members 
Mstep: Class 21 contains 10018 members 
Mstep: Class 22 contains 20304 members 
Mstep: Class 23 contains 967 members 
Mstep: Class 24 contains 4173 members 
Mstep: Class 25 contains 7330 members 
Mstep: Class 26 contains 14521 members 
Mstep: Class 27 contains 572725 members 
Mstep: Class 28 contains 2913 members 
Mstep: Class 29 contains 22194 members 
Mstep: Class 30 contains 6154 members 
Entering Unmasked Estep 
Score: -50358444.000000 Penalty: 19305.699219
Splitting cluster 10 changes total score from -50356652.000000 to -50358444.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 11 (10000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Entering Unmasked Estep 
Score: -349733.531250 Penalty: 419.070496
	Iteration 0F: 2 clusters Score -349733.5 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 4991 members 
Entering Unmasked Estep 
Score: -343010.187500 Penalty: 838.140991
	Iteration 0F: 3 clusters Score -343010.2 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -345955.968750 Penalty: 838.140991
	Iteration 1F: 3 clusters Score -345956 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -346362.875000 Penalty: 838.140991
	Iteration 2F: 3 clusters Score -346362.9 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -346854.375000 Penalty: 838.140991
	Iteration 3F: 3 clusters Score -346854.4 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -347588.843750 Penalty: 838.140991
	Iteration 4F: 3 clusters Score -347588.8 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -348455.593750 Penalty: 838.140991
	Iteration 5F: 3 clusters Score -348455.6 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -349289.968750 Penalty: 838.140991
	Iteration 6F: 3 clusters Score -349290 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -349925.687500 Penalty: 838.140991
	Iteration 7F: 3 clusters Score -349925.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -350280.437500 Penalty: 838.140991
	Iteration 8Q: 3 clusters Score -350280.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -350446.812500 Penalty: 838.140991
	Iteration 9Q: 3 clusters Score -350446.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -350501.906250 Penalty: 838.140991
	Iteration 10Q: 3 clusters Score -350501.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -350533.312500 Penalty: 838.140991
	Iteration 11Q: 3 clusters Score -350533.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -350562.250000 Penalty: 838.140991
	Iteration 12Q: 3 clusters Score -350562.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -350598.062500 Penalty: 838.140991
	Iteration 13Q: 3 clusters Score -350598.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -350643.218750 Penalty: 838.140991
	Iteration 14Q: 3 clusters Score -350643.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -350676.375000 Penalty: 838.140991
	Iteration 15Q: 3 clusters Score -350676.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -350710.312500 Penalty: 838.140991
	Iteration 16Q: 3 clusters Score -350710.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -350729.062500 Penalty: 838.140991
	Iteration 17Q: 3 clusters Score -350729.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -350741.468750 Penalty: 838.140991
	Iteration 18Q: 3 clusters Score -350741.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -350751.812500 Penalty: 838.140991
	Iteration 19Q: 3 clusters Score -350751.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -350757.343750 Penalty: 838.140991
	Iteration 20F: 3 clusters Score -350757.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -350762.156250 Penalty: 838.140991
	Iteration 21Q: 3 clusters Score -350762.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -350763.250000 Penalty: 838.140991
	Iteration 22Q: 3 clusters Score -350763.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -350764.250000 Penalty: 838.140991
	Iteration 23Q: 3 clusters Score -350764.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -350765.156250 Penalty: 838.140991
	Iteration 24Q: 3 clusters Score -350765.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -350765.406250 Penalty: 838.140991
	Iteration 25Q: 3 clusters Score -350765.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -350765.250000 Penalty: 838.140991
	Iteration 26Q: 3 clusters Score -350765.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -350765.687500 Penalty: 838.140991
	Iteration 27Q: 3 clusters Score -350765.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -350765.250000 Penalty: 838.140991
	Iteration 28Q: 3 clusters Score -350765.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -350766.093750 Penalty: 838.140991
	Iteration 29Q: 3 clusters Score -350766.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -350766.062500 Penalty: 838.140991
	Iteration 30Q: 3 clusters Score -350766.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -350766.468750 Penalty: 838.140991
	Iteration 31Q: 3 clusters Score -350766.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -350765.437500 Penalty: 838.140991
	Iteration 32Q: 3 clusters Score -350765.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -350765.156250 Penalty: 838.140991
	Iteration 33Q: 3 clusters Score -350765.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -350765.156250 Penalty: 838.140991
	Iteration 34F: 3 clusters Score -350765.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 3493 members 
Mstep: Class 4 contains 1765 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 8025 members 
Mstep: Class 7 contains 10900 members 
Mstep: Class 8 contains 17773 members 
Mstep: Class 9 contains 4140 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 5078 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 13 contains 6250 members 
Mstep: Class 14 contains 11233 members 
Mstep: Class 15 contains 14559 members 
Mstep: Class 16 contains 10978 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 599299 members 
Mstep: Class 19 contains 8664 members 
Mstep: Class 20 contains 1938 members 
Mstep: Class 21 contains 10018 members 
Mstep: Class 22 contains 20304 members 
Mstep: Class 23 contains 967 members 
Mstep: Class 24 contains 4173 members 
Mstep: Class 25 contains 7330 members 
Mstep: Class 26 contains 14521 members 
Mstep: Class 27 contains 572725 members 
Mstep: Class 28 contains 2913 members 
Mstep: Class 29 contains 22194 members 
Mstep: Class 30 contains 6154 members 
Mstep: Class 31 contains 4922 members 
Entering Unmasked Estep 
Score: -50359488.000000 Penalty: 19949.220703
Splitting cluster 11 changes total score from -50356652.000000 to -50359488.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 12 (2686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Entering Unmasked Estep 
Score: -84396.742188 Penalty: 359.259277
	Iteration 0F: 2 clusters Score -84396.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -82546.968750 Penalty: 718.518555
	Iteration 0F: 3 clusters Score -82546.97 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -83590.289062 Penalty: 718.518555
	Iteration 1F: 3 clusters Score -83590.29 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -83966.000000 Penalty: 718.518555
	Iteration 2F: 3 clusters Score -83966 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -84274.734375 Penalty: 718.518555
	Iteration 3F: 3 clusters Score -84274.73 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -84498.562500 Penalty: 718.518555
	Iteration 4F: 3 clusters Score -84498.56 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -84637.343750 Penalty: 718.518555
	Iteration 5Q: 3 clusters Score -84637.34 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -84699.382812 Penalty: 718.518555
	Iteration 6Q: 3 clusters Score -84699.38 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -84756.781250 Penalty: 718.518555
	Iteration 7Q: 3 clusters Score -84756.78 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -84822.867188 Penalty: 718.518555
	Iteration 8Q: 3 clusters Score -84822.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -84845.257812 Penalty: 718.518555
	Iteration 9Q: 3 clusters Score -84845.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -84850.023438 Penalty: 718.518555
	Iteration 10Q: 3 clusters Score -84850.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -84851.953125 Penalty: 718.518555
	Iteration 11Q: 3 clusters Score -84851.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -84853.500000 Penalty: 718.518555
	Iteration 12Q: 3 clusters Score -84853.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -84855.906250 Penalty: 718.518555
	Iteration 13Q: 3 clusters Score -84855.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -84857.164062 Penalty: 718.518555
	Iteration 14Q: 3 clusters Score -84857.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -84857.671875 Penalty: 718.518555
	Iteration 15Q: 3 clusters Score -84857.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -84858.257812 Penalty: 718.518555
	Iteration 16Q: 3 clusters Score -84858.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -84859.906250 Penalty: 718.518555
	Iteration 17Q: 3 clusters Score -84859.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -84860.117188 Penalty: 718.518555
	Iteration 18Q: 3 clusters Score -84860.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -84860.304688 Penalty: 718.518555
	Iteration 19Q: 3 clusters Score -84860.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -84860.609375 Penalty: 718.518555
	Iteration 20F: 3 clusters Score -84860.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 3493 members 
Mstep: Class 4 contains 1765 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 8025 members 
Mstep: Class 7 contains 10900 members 
Mstep: Class 8 contains 17773 members 
Mstep: Class 9 contains 4140 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 5078 members 
Mstep: Class 12 contains 1681 members 
Mstep: Class 13 contains 6250 members 
Mstep: Class 14 contains 11233 members 
Mstep: Class 15 contains 14559 members 
Mstep: Class 16 contains 10978 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 599299 members 
Mstep: Class 19 contains 8664 members 
Mstep: Class 20 contains 1938 members 
Mstep: Class 21 contains 10018 members 
Mstep: Class 22 contains 20304 members 
Mstep: Class 23 contains 967 members 
Mstep: Class 24 contains 4173 members 
Mstep: Class 25 contains 7330 members 
Mstep: Class 26 contains 14521 members 
Mstep: Class 27 contains 572725 members 
Mstep: Class 28 contains 2913 members 
Mstep: Class 29 contains 22194 members 
Mstep: Class 30 contains 6154 members 
Mstep: Class 31 contains 4922 members 
Mstep: Class 32 contains 1005 members 
Entering Unmasked Estep 
Score: -50359616.000000 Penalty: 20592.744141
Splitting cluster 12 changes total score from -50356652.000000 to -50359616.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 13 (6250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Entering Unmasked Estep 
Score: -229987.921875 Penalty: 397.685303
	Iteration 0F: 2 clusters Score -229987.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -225818.171875 Penalty: 795.370605
	Iteration 0F: 3 clusters Score -225818.2 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -227561.093750 Penalty: 795.370605
	Iteration 1F: 3 clusters Score -227561.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -227873.375000 Penalty: 795.370605
	Iteration 2F: 3 clusters Score -227873.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -228250.843750 Penalty: 795.370605
	Iteration 3F: 3 clusters Score -228250.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -228619.968750 Penalty: 795.370605
	Iteration 4F: 3 clusters Score -228620 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -228930.500000 Penalty: 795.370605
	Iteration 5F: 3 clusters Score -228930.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -229167.812500 Penalty: 795.370605
	Iteration 6Q: 3 clusters Score -229167.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -229329.859375 Penalty: 795.370605
	Iteration 7Q: 3 clusters Score -229329.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -229401.750000 Penalty: 795.370605
	Iteration 8Q: 3 clusters Score -229401.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -229439.656250 Penalty: 795.370605
	Iteration 9Q: 3 clusters Score -229439.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -229472.875000 Penalty: 795.370605
	Iteration 10Q: 3 clusters Score -229472.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -229501.609375 Penalty: 795.370605
	Iteration 11Q: 3 clusters Score -229501.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -229518.640625 Penalty: 795.370605
	Iteration 12Q: 3 clusters Score -229518.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -229533.828125 Penalty: 795.370605
	Iteration 13Q: 3 clusters Score -229533.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -229547.437500 Penalty: 795.370605
	Iteration 14Q: 3 clusters Score -229547.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -229558.359375 Penalty: 795.370605
	Iteration 15Q: 3 clusters Score -229558.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -229566.281250 Penalty: 795.370605
	Iteration 16Q: 3 clusters Score -229566.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -229580.015625 Penalty: 795.370605
	Iteration 17Q: 3 clusters Score -229580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -229595.640625 Penalty: 795.370605
	Iteration 18Q: 3 clusters Score -229595.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -229607.968750 Penalty: 795.370605
	Iteration 19Q: 3 clusters Score -229608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -229622.968750 Penalty: 795.370605
	Iteration 20F: 3 clusters Score -229623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -229633.437500 Penalty: 795.370605
	Iteration 21Q: 3 clusters Score -229633.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -229643.406250 Penalty: 795.370605
	Iteration 22Q: 3 clusters Score -229643.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -229651.328125 Penalty: 795.370605
	Iteration 23Q: 3 clusters Score -229651.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -229658.812500 Penalty: 795.370605
	Iteration 24Q: 3 clusters Score -229658.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -229662.046875 Penalty: 795.370605
	Iteration 25Q: 3 clusters Score -229662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -229663.671875 Penalty: 795.370605
	Iteration 26Q: 3 clusters Score -229663.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -229665.265625 Penalty: 795.370605
	Iteration 27Q: 3 clusters Score -229665.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -229667.109375 Penalty: 795.370605
	Iteration 28Q: 3 clusters Score -229667.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -229668.000000 Penalty: 795.370605
	Iteration 29Q: 3 clusters Score -229668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -229669.265625 Penalty: 795.370605
	Iteration 30Q: 3 clusters Score -229669.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -229670.875000 Penalty: 795.370605
	Iteration 31Q: 3 clusters Score -229670.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -229673.640625 Penalty: 795.370605
	Iteration 32Q: 3 clusters Score -229673.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -229674.656250 Penalty: 795.370605
	Iteration 33Q: 3 clusters Score -229674.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -229675.781250 Penalty: 795.370605
	Iteration 34Q: 3 clusters Score -229675.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -229675.578125 Penalty: 795.370605
	Iteration 35Q: 3 clusters Score -229675.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -229675.578125 Penalty: 795.370605
	Iteration 36F: 3 clusters Score -229675.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Entering Unmasked Estep 
Score: -410907.843750 Penalty: 424.360809
	Iteration 0F: 2 clusters Score -410907.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -403369.500000 Penalty: 848.721619
	Iteration 0F: 3 clusters Score -403369.5 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -406645.375000 Penalty: 848.721619
	Iteration 1F: 3 clusters Score -406645.4 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -407088.031250 Penalty: 848.721619
	Iteration 2F: 3 clusters Score -407088 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -407758.687500 Penalty: 848.721619
	Iteration 3F: 3 clusters Score -407758.7 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -408491.187500 Penalty: 848.721619
	Iteration 4F: 3 clusters Score -408491.2 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -409119.187500 Penalty: 848.721619
	Iteration 5F: 3 clusters Score -409119.2 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -409496.718750 Penalty: 848.721619
	Iteration 6F: 3 clusters Score -409496.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -409745.312500 Penalty: 848.721619
	Iteration 7Q: 3 clusters Score -409745.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -409908.531250 Penalty: 848.721619
	Iteration 8Q: 3 clusters Score -409908.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -410035.906250 Penalty: 848.721619
	Iteration 9Q: 3 clusters Score -410035.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -410155.375000 Penalty: 848.721619
	Iteration 10Q: 3 clusters Score -410155.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -410267.812500 Penalty: 848.721619
	Iteration 11Q: 3 clusters Score -410267.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -410371.125000 Penalty: 848.721619
	Iteration 12Q: 3 clusters Score -410371.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -410450.781250 Penalty: 848.721619
	Iteration 13Q: 3 clusters Score -410450.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -410525.093750 Penalty: 848.721619
	Iteration 14Q: 3 clusters Score -410525.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -410617.781250 Penalty: 848.721619
	Iteration 15Q: 3 clusters Score -410617.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -410708.625000 Penalty: 848.721619
	Iteration 16Q: 3 clusters Score -410708.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -410789.937500 Penalty: 848.721619
	Iteration 17Q: 3 clusters Score -410789.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -410870.000000 Penalty: 848.721619
	Iteration 18Q: 3 clusters Score -410870 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -410937.125000 Penalty: 848.721619
	Iteration 19Q: 3 clusters Score -410937.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -410983.156250 Penalty: 848.721619
	Iteration 20F: 3 clusters Score -410983.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -411011.875000 Penalty: 848.721619
	Iteration 21Q: 3 clusters Score -411011.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -411028.187500 Penalty: 848.721619
	Iteration 22Q: 3 clusters Score -411028.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -411042.468750 Penalty: 848.721619
	Iteration 23Q: 3 clusters Score -411042.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -411053.125000 Penalty: 848.721619
	Iteration 24Q: 3 clusters Score -411053.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -411055.250000 Penalty: 848.721619
	Iteration 25Q: 3 clusters Score -411055.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -411060.000000 Penalty: 848.721619
	Iteration 26Q: 3 clusters Score -411060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -411063.593750 Penalty: 848.721619
	Iteration 27Q: 3 clusters Score -411063.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -411065.156250 Penalty: 848.721619
	Iteration 28Q: 3 clusters Score -411065.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -411066.156250 Penalty: 848.721619
	Iteration 29Q: 3 clusters Score -411066.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -411067.125000 Penalty: 848.721619
	Iteration 30Q: 3 clusters Score -411067.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -411066.562500 Penalty: 848.721619
	Iteration 31Q: 3 clusters Score -411066.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -411066.656250 Penalty: 848.721619
	Iteration 32Q: 3 clusters Score -411066.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -411067.000000 Penalty: 848.721619
	Iteration 33Q: 3 clusters Score -411067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -411067.000000 Penalty: 848.721619
	Iteration 34F: 3 clusters Score -411067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 3493 members 
Mstep: Class 4 contains 1765 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 8025 members 
Mstep: Class 7 contains 10900 members 
Mstep: Class 8 contains 17773 members 
Mstep: Class 9 contains 4140 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 5078 members 
Mstep: Class 12 contains 1681 members 
Mstep: Class 13 contains 6250 members 
Mstep: Class 14 contains 9776 members 
Mstep: Class 15 contains 14559 members 
Mstep: Class 16 contains 10978 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 599299 members 
Mstep: Class 19 contains 8664 members 
Mstep: Class 20 contains 1938 members 
Mstep: Class 21 contains 10018 members 
Mstep: Class 22 contains 20304 members 
Mstep: Class 23 contains 967 members 
Mstep: Class 24 contains 4173 members 
Mstep: Class 25 contains 7330 members 
Mstep: Class 26 contains 14521 members 
Mstep: Class 27 contains 572725 members 
Mstep: Class 28 contains 2913 members 
Mstep: Class 29 contains 22194 members 
Mstep: Class 30 contains 6154 members 
Mstep: Class 31 contains 4922 members 
Mstep: Class 32 contains 1005 members 
Mstep: Class 33 contains 1457 members 
Entering Unmasked Estep 
Score: -50359564.000000 Penalty: 21236.267578
Splitting cluster 14 changes total score from -50356652.000000 to -50359564.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 15 (14559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Entering Unmasked Estep 
Score: -503945.812500 Penalty: 436.161377
	Iteration 0F: 2 clusters Score -503945.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -494349.156250 Penalty: 872.322754
	Iteration 0F: 3 clusters Score -494349.2 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -499048.843750 Penalty: 872.322754
	Iteration 1F: 3 clusters Score -499048.8 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -500026.781250 Penalty: 872.322754
	Iteration 2F: 3 clusters Score -500026.8 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -501226.281250 Penalty: 872.322754
	Iteration 3F: 3 clusters Score -501226.3 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -502610.218750 Penalty: 872.322754
	Iteration 4F: 3 clusters Score -502610.2 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -503499.000000 Penalty: 872.322754
	Iteration 5F: 3 clusters Score -503499 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -503864.906250 Penalty: 872.322754
	Iteration 6Q: 3 clusters Score -503864.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -504021.031250 Penalty: 872.322754
	Iteration 7Q: 3 clusters Score -504021 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -504096.468750 Penalty: 872.322754
	Iteration 8Q: 3 clusters Score -504096.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -504137.312500 Penalty: 872.322754
	Iteration 9Q: 3 clusters Score -504137.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -504160.843750 Penalty: 872.322754
	Iteration 10Q: 3 clusters Score -504160.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -504180.062500 Penalty: 872.322754
	Iteration 11Q: 3 clusters Score -504180.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -504193.781250 Penalty: 872.322754
	Iteration 12Q: 3 clusters Score -504193.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -504205.875000 Penalty: 872.322754
	Iteration 13Q: 3 clusters Score -504205.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -504216.531250 Penalty: 872.322754
	Iteration 14Q: 3 clusters Score -504216.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -504229.156250 Penalty: 872.322754
	Iteration 15Q: 3 clusters Score -504229.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -504233.968750 Penalty: 872.322754
	Iteration 16Q: 3 clusters Score -504234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -504242.781250 Penalty: 872.322754
	Iteration 17Q: 3 clusters Score -504242.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -504250.531250 Penalty: 872.322754
	Iteration 18Q: 3 clusters Score -504250.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -504254.343750 Penalty: 872.322754
	Iteration 19Q: 3 clusters Score -504254.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -504261.218750 Penalty: 872.322754
	Iteration 20F: 3 clusters Score -504261.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -504263.718750 Penalty: 872.322754
	Iteration 21Q: 3 clusters Score -504263.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -504268.656250 Penalty: 872.322754
	Iteration 22Q: 3 clusters Score -504268.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -504271.000000 Penalty: 872.322754
	Iteration 23Q: 3 clusters Score -504271 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -504276.062500 Penalty: 872.322754
	Iteration 24Q: 3 clusters Score -504276.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -504276.968750 Penalty: 872.322754
	Iteration 25Q: 3 clusters Score -504277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -504277.750000 Penalty: 872.322754
	Iteration 26Q: 3 clusters Score -504277.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -504279.031250 Penalty: 872.322754
	Iteration 27Q: 3 clusters Score -504279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -504279.625000 Penalty: 872.322754
	Iteration 28Q: 3 clusters Score -504279.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -504280.906250 Penalty: 872.322754
	Iteration 29Q: 3 clusters Score -504280.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -504282.437500 Penalty: 872.322754
	Iteration 30Q: 3 clusters Score -504282.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -504285.781250 Penalty: 872.322754
	Iteration 31Q: 3 clusters Score -504285.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -504288.531250 Penalty: 872.322754
	Iteration 32Q: 3 clusters Score -504288.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -504290.187500 Penalty: 872.322754
	Iteration 33Q: 3 clusters Score -504290.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -504292.343750 Penalty: 872.322754
	Iteration 34Q: 3 clusters Score -504292.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -504294.406250 Penalty: 872.322754
	Iteration 35Q: 3 clusters Score -504294.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -504296.468750 Penalty: 872.322754
	Iteration 36Q: 3 clusters Score -504296.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -504296.062500 Penalty: 872.322754
	Iteration 37Q: 3 clusters Score -504296.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -504302.000000 Penalty: 872.322754
	Iteration 38Q: 3 clusters Score -504302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -504308.937500 Penalty: 872.322754
	Iteration 39Q: 3 clusters Score -504308.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -504312.375000 Penalty: 872.322754
	Iteration 40F: 3 clusters Score -504312.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -504321.218750 Penalty: 872.322754
	Iteration 41Q: 3 clusters Score -504321.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -504332.156250 Penalty: 872.322754
	Iteration 42Q: 3 clusters Score -504332.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -504339.656250 Penalty: 872.322754
	Iteration 43Q: 3 clusters Score -504339.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -504348.906250 Penalty: 872.322754
	Iteration 44Q: 3 clusters Score -504348.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -504354.718750 Penalty: 872.322754
	Iteration 45Q: 3 clusters Score -504354.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -504363.468750 Penalty: 872.322754
	Iteration 46Q: 3 clusters Score -504363.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -504375.218750 Penalty: 872.322754
	Iteration 47Q: 3 clusters Score -504375.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -504392.625000 Penalty: 872.322754
	Iteration 48Q: 3 clusters Score -504392.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -504409.656250 Penalty: 872.322754
	Iteration 49Q: 3 clusters Score -504409.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -504431.312500 Penalty: 872.322754
	Iteration 50Q: 3 clusters Score -504431.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -504455.531250 Penalty: 872.322754
	Iteration 51Q: 3 clusters Score -504455.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -504469.562500 Penalty: 872.322754
	Iteration 52Q: 3 clusters Score -504469.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -504482.312500 Penalty: 872.322754
	Iteration 53Q: 3 clusters Score -504482.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -504491.468750 Penalty: 872.322754
	Iteration 54Q: 3 clusters Score -504491.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -504498.531250 Penalty: 872.322754
	Iteration 55Q: 3 clusters Score -504498.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -504509.062500 Penalty: 872.322754
	Iteration 56Q: 3 clusters Score -504509.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -504514.687500 Penalty: 872.322754
	Iteration 57Q: 3 clusters Score -504514.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -504518.781250 Penalty: 872.322754
	Iteration 58Q: 3 clusters Score -504518.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -504519.500000 Penalty: 872.322754
	Iteration 59Q: 3 clusters Score -504519.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -504526.781250 Penalty: 872.322754
	Iteration 60F: 3 clusters Score -504526.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -504534.281250 Penalty: 872.322754
	Iteration 61Q: 3 clusters Score -504534.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -504536.875000 Penalty: 872.322754
	Iteration 62Q: 3 clusters Score -504536.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -504538.375000 Penalty: 872.322754
	Iteration 63Q: 3 clusters Score -504538.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -504539.125000 Penalty: 872.322754
	Iteration 64Q: 3 clusters Score -504539.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -504540.187500 Penalty: 872.322754
	Iteration 65Q: 3 clusters Score -504540.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -504537.656250 Penalty: 872.322754
	Iteration 66Q: 3 clusters Score -504537.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -504539.593750 Penalty: 872.322754
	Iteration 67Q: 3 clusters Score -504539.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -504540.156250 Penalty: 872.322754
	Iteration 68Q: 3 clusters Score -504540.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -504540.031250 Penalty: 872.322754
	Iteration 69Q: 3 clusters Score -504540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -504541.218750 Penalty: 872.322754
	Iteration 70Q: 3 clusters Score -504541.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -504540.750000 Penalty: 872.322754
	Iteration 71Q: 3 clusters Score -504540.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -504540.750000 Penalty: 872.322754
	Iteration 72Q: 3 clusters Score -504540.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -504541.093750 Penalty: 872.322754
	Iteration 73Q: 3 clusters Score -504541.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -504540.718750 Penalty: 872.322754
	Iteration 74Q: 3 clusters Score -504540.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -504540.718750 Penalty: 872.322754
	Iteration 75Q: 3 clusters Score -504540.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -504541.343750 Penalty: 872.322754
	Iteration 76Q: 3 clusters Score -504541.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -504541.843750 Penalty: 872.322754
	Iteration 77Q: 3 clusters Score -504541.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -504541.250000 Penalty: 872.322754
	Iteration 78Q: 3 clusters Score -504541.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -504541.218750 Penalty: 872.322754
	Iteration 79Q: 3 clusters Score -504541.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -504541.625000 Penalty: 872.322754
	Iteration 80F: 3 clusters Score -504541.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -504541.062500 Penalty: 872.322754
	Iteration 81Q: 3 clusters Score -504541.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -504541.687500 Penalty: 872.322754
	Iteration 82Q: 3 clusters Score -504541.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -504541.656250 Penalty: 872.322754
	Iteration 83Q: 3 clusters Score -504541.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -504541.437500 Penalty: 872.322754
	Iteration 84Q: 3 clusters Score -504541.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -504541.500000 Penalty: 872.322754
	Iteration 85Q: 3 clusters Score -504541.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -504541.750000 Penalty: 872.322754
	Iteration 86Q: 3 clusters Score -504541.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -504541.750000 Penalty: 872.322754
	Iteration 87F: 3 clusters Score -504541.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 3493 members 
Mstep: Class 4 contains 1765 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 8025 members 
Mstep: Class 7 contains 10900 members 
Mstep: Class 8 contains 17773 members 
Mstep: Class 9 contains 4140 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 5078 members 
Mstep: Class 12 contains 1681 members 
Mstep: Class 13 contains 6250 members 
Mstep: Class 14 contains 9776 members 
Mstep: Class 15 contains 8863 members 
Mstep: Class 16 contains 10978 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 599299 members 
Mstep: Class 19 contains 8664 members 
Mstep: Class 20 contains 1938 members 
Mstep: Class 21 contains 10018 members 
Mstep: Class 22 contains 20304 members 
Mstep: Class 23 contains 967 members 
Mstep: Class 24 contains 4173 members 
Mstep: Class 25 contains 7330 members 
Mstep: Class 26 contains 14521 members 
Mstep: Class 27 contains 572725 members 
Mstep: Class 28 contains 2913 members 
Mstep: Class 29 contains 22194 members 
Mstep: Class 30 contains 6154 members 
Mstep: Class 31 contains 4922 members 
Mstep: Class 32 contains 1005 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 5696 members 
Entering Unmasked Estep 
Score: -50359924.000000 Penalty: 21879.791016
Splitting cluster 15 changes total score from -50356652.000000 to -50359924.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 16 (10978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Entering Unmasked Estep 
Score: -407061.562500 Penalty: 423.316040
	Iteration 0F: 2 clusters Score -407061.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -399843.375000 Penalty: 846.632080
	Iteration 0F: 3 clusters Score -399843.4 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -403323.406250 Penalty: 846.632080
	Iteration 1F: 3 clusters Score -403323.4 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -403829.781250 Penalty: 846.632080
	Iteration 2F: 3 clusters Score -403829.8 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -404367.218750 Penalty: 846.632080
	Iteration 3F: 3 clusters Score -404367.2 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -404934.125000 Penalty: 846.632080
	Iteration 4F: 3 clusters Score -404934.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -405467.593750 Penalty: 846.632080
	Iteration 5F: 3 clusters Score -405467.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -405789.125000 Penalty: 846.632080
	Iteration 6Q: 3 clusters Score -405789.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -405935.843750 Penalty: 846.632080
	Iteration 7Q: 3 clusters Score -405935.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -406011.750000 Penalty: 846.632080
	Iteration 8Q: 3 clusters Score -406011.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -406073.750000 Penalty: 846.632080
	Iteration 9Q: 3 clusters Score -406073.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -406135.750000 Penalty: 846.632080
	Iteration 10Q: 3 clusters Score -406135.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -406188.125000 Penalty: 846.632080
	Iteration 11Q: 3 clusters Score -406188.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -406234.281250 Penalty: 846.632080
	Iteration 12Q: 3 clusters Score -406234.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -406273.406250 Penalty: 846.632080
	Iteration 13Q: 3 clusters Score -406273.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -406318.468750 Penalty: 846.632080
	Iteration 14Q: 3 clusters Score -406318.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -406360.000000 Penalty: 846.632080
	Iteration 15Q: 3 clusters Score -406360 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -406401.031250 Penalty: 846.632080
	Iteration 16Q: 3 clusters Score -406401 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -406433.062500 Penalty: 846.632080
	Iteration 17Q: 3 clusters Score -406433.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -406459.281250 Penalty: 846.632080
	Iteration 18Q: 3 clusters Score -406459.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -406484.156250 Penalty: 846.632080
	Iteration 19Q: 3 clusters Score -406484.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -406507.843750 Penalty: 846.632080
	Iteration 20F: 3 clusters Score -406507.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -406538.250000 Penalty: 846.632080
	Iteration 21Q: 3 clusters Score -406538.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -406568.468750 Penalty: 846.632080
	Iteration 22Q: 3 clusters Score -406568.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -406593.531250 Penalty: 846.632080
	Iteration 23Q: 3 clusters Score -406593.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -406613.750000 Penalty: 846.632080
	Iteration 24Q: 3 clusters Score -406613.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -406626.031250 Penalty: 846.632080
	Iteration 25Q: 3 clusters Score -406626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -406636.406250 Penalty: 846.632080
	Iteration 26Q: 3 clusters Score -406636.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -406647.218750 Penalty: 846.632080
	Iteration 27Q: 3 clusters Score -406647.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -406660.312500 Penalty: 846.632080
	Iteration 28Q: 3 clusters Score -406660.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -406669.062500 Penalty: 846.632080
	Iteration 29Q: 3 clusters Score -406669.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -406673.156250 Penalty: 846.632080
	Iteration 30Q: 3 clusters Score -406673.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -406678.218750 Penalty: 846.632080
	Iteration 31Q: 3 clusters Score -406678.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -406685.593750 Penalty: 846.632080
	Iteration 32Q: 3 clusters Score -406685.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -406691.625000 Penalty: 846.632080
	Iteration 33Q: 3 clusters Score -406691.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -406697.843750 Penalty: 846.632080
	Iteration 34Q: 3 clusters Score -406697.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -406703.343750 Penalty: 846.632080
	Iteration 35Q: 3 clusters Score -406703.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -406704.437500 Penalty: 846.632080
	Iteration 36Q: 3 clusters Score -406704.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -406706.593750 Penalty: 846.632080
	Iteration 37Q: 3 clusters Score -406706.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -406707.562500 Penalty: 846.632080
	Iteration 38Q: 3 clusters Score -406707.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -406708.125000 Penalty: 846.632080
	Iteration 39Q: 3 clusters Score -406708.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -406707.312500 Penalty: 846.632080
	Iteration 40F: 3 clusters Score -406707.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -406708.343750 Penalty: 846.632080
	Iteration 41Q: 3 clusters Score -406708.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -406709.156250 Penalty: 846.632080
	Iteration 42Q: 3 clusters Score -406709.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -406710.218750 Penalty: 846.632080
	Iteration 43Q: 3 clusters Score -406710.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -406710.000000 Penalty: 846.632080
	Iteration 44Q: 3 clusters Score -406710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -406710.750000 Penalty: 846.632080
	Iteration 45Q: 3 clusters Score -406710.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -406711.031250 Penalty: 846.632080
	Iteration 46Q: 3 clusters Score -406711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -406710.937500 Penalty: 846.632080
	Iteration 47Q: 3 clusters Score -406710.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -406711.125000 Penalty: 846.632080
	Iteration 48Q: 3 clusters Score -406711.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -406710.312500 Penalty: 846.632080
	Iteration 49Q: 3 clusters Score -406710.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -406710.781250 Penalty: 846.632080
	Iteration 50Q: 3 clusters Score -406710.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -406710.750000 Penalty: 846.632080
	Iteration 51Q: 3 clusters Score -406710.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -406710.812500 Penalty: 846.632080
	Iteration 52Q: 3 clusters Score -406710.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -406710.812500 Penalty: 846.632080
	Iteration 53F: 3 clusters Score -406710.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Entering Unmasked Estep 
Score: -138567.296875 Penalty: 373.758179
	Iteration 0F: 2 clusters Score -138567.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -136019.390625 Penalty: 747.516357
	Iteration 0F: 3 clusters Score -136019.4 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -136928.828125 Penalty: 747.516357
	Iteration 1F: 3 clusters Score -136928.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -137061.812500 Penalty: 747.516357
	Iteration 2F: 3 clusters Score -137061.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -137230.796875 Penalty: 747.516357
	Iteration 3F: 3 clusters Score -137230.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -137417.109375 Penalty: 747.516357
	Iteration 4F: 3 clusters Score -137417.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -137637.843750 Penalty: 747.516357
	Iteration 5F: 3 clusters Score -137637.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -137861.750000 Penalty: 747.516357
	Iteration 6F: 3 clusters Score -137861.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -138033.500000 Penalty: 747.516357
	Iteration 7Q: 3 clusters Score -138033.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -138127.906250 Penalty: 747.516357
	Iteration 8Q: 3 clusters Score -138127.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -138166.343750 Penalty: 747.516357
	Iteration 9Q: 3 clusters Score -138166.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -138184.734375 Penalty: 747.516357
	Iteration 10Q: 3 clusters Score -138184.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -138194.671875 Penalty: 747.516357
	Iteration 11Q: 3 clusters Score -138194.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -138199.984375 Penalty: 747.516357
	Iteration 12Q: 3 clusters Score -138200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -138202.968750 Penalty: 747.516357
	Iteration 13Q: 3 clusters Score -138203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -138205.437500 Penalty: 747.516357
	Iteration 14Q: 3 clusters Score -138205.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -138209.890625 Penalty: 747.516357
	Iteration 15Q: 3 clusters Score -138209.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -138213.265625 Penalty: 747.516357
	Iteration 16Q: 3 clusters Score -138213.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -138215.734375 Penalty: 747.516357
	Iteration 17Q: 3 clusters Score -138215.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -138217.718750 Penalty: 747.516357
	Iteration 18Q: 3 clusters Score -138217.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -138219.281250 Penalty: 747.516357
	Iteration 19Q: 3 clusters Score -138219.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -138221.515625 Penalty: 747.516357
	Iteration 20F: 3 clusters Score -138221.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -138222.765625 Penalty: 747.516357
	Iteration 21Q: 3 clusters Score -138222.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -138224.171875 Penalty: 747.516357
	Iteration 22Q: 3 clusters Score -138224.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -138225.562500 Penalty: 747.516357
	Iteration 23Q: 3 clusters Score -138225.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -138226.859375 Penalty: 747.516357
	Iteration 24Q: 3 clusters Score -138226.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -138228.640625 Penalty: 747.516357
	Iteration 25Q: 3 clusters Score -138228.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -138229.906250 Penalty: 747.516357
	Iteration 26Q: 3 clusters Score -138229.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -138233.062500 Penalty: 747.516357
	Iteration 27Q: 3 clusters Score -138233.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -138236.625000 Penalty: 747.516357
	Iteration 28Q: 3 clusters Score -138236.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -138240.671875 Penalty: 747.516357
	Iteration 29Q: 3 clusters Score -138240.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -138242.656250 Penalty: 747.516357
	Iteration 30Q: 3 clusters Score -138242.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -138243.515625 Penalty: 747.516357
	Iteration 31Q: 3 clusters Score -138243.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -138244.250000 Penalty: 747.516357
	Iteration 32Q: 3 clusters Score -138244.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -138244.375000 Penalty: 747.516357
	Iteration 33Q: 3 clusters Score -138244.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -138245.484375 Penalty: 747.516357
	Iteration 34Q: 3 clusters Score -138245.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -138248.453125 Penalty: 747.516357
	Iteration 35Q: 3 clusters Score -138248.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -138250.781250 Penalty: 747.516357
	Iteration 36Q: 3 clusters Score -138250.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -138250.843750 Penalty: 747.516357
	Iteration 37Q: 3 clusters Score -138250.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -138250.843750 Penalty: 747.516357
	Iteration 38F: 3 clusters Score -138250.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (599299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599299 members 
Entering Unmasked Estep 
Score: -22663880.000000 Penalty: 605.309998
	Iteration 0F: 2 clusters Score -2.266388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299586 members 
Mstep: Class 2 contains 299713 members 
Entering Unmasked Estep 
Score: -22259744.000000 Penalty: 1210.619995
	Iteration 0F: 3 clusters Score -2.225974e+07 nChanged 296954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300754 members 
Mstep: Class 2 contains 298545 members 
Entering Unmasked Estep 
Score: -22446984.000000 Penalty: 1210.619995
	Iteration 1F: 3 clusters Score -2.244698e+07 nChanged 22570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302094 members 
Mstep: Class 2 contains 297205 members 
Entering Unmasked Estep 
Score: -22455298.000000 Penalty: 1210.619995
	Iteration 2Q: 3 clusters Score -2.24553e+07 nChanged 26270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303990 members 
Mstep: Class 2 contains 295309 members 
Entering Unmasked Estep 
Score: -22467520.000000 Penalty: 1210.619995
	Iteration 3Q: 3 clusters Score -2.246752e+07 nChanged 30766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306150 members 
Mstep: Class 2 contains 293149 members 
Entering Unmasked Estep 
Score: -22485192.000000 Penalty: 1210.619995
	Iteration 4F: 3 clusters Score -2.248519e+07 nChanged 34723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308151 members 
Mstep: Class 2 contains 291148 members 
Entering Unmasked Estep 
Score: -22509322.000000 Penalty: 1210.619995
	Iteration 5F: 3 clusters Score -2.250932e+07 nChanged 36203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309146 members 
Mstep: Class 2 contains 290153 members 
Entering Unmasked Estep 
Score: -22536702.000000 Penalty: 1210.619995
	Iteration 6F: 3 clusters Score -2.25367e+07 nChanged 32711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310185 members 
Mstep: Class 2 contains 289114 members 
Entering Unmasked Estep 
Score: -22556712.000000 Penalty: 1210.619995
	Iteration 7F: 3 clusters Score -2.255671e+07 nChanged 23700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311579 members 
Mstep: Class 2 contains 287720 members 
Entering Unmasked Estep 
Score: -22566168.000000 Penalty: 1210.619995
	Iteration 8Q: 3 clusters Score -2.256617e+07 nChanged 15413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312982 members 
Mstep: Class 2 contains 286317 members 
Entering Unmasked Estep 
Score: -22571074.000000 Penalty: 1210.619995
	Iteration 9Q: 3 clusters Score -2.257107e+07 nChanged 11998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314164 members 
Mstep: Class 2 contains 285135 members 
Entering Unmasked Estep 
Score: -22575306.000000 Penalty: 1210.619995
	Iteration 10Q: 3 clusters Score -2.257531e+07 nChanged 11385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314839 members 
Mstep: Class 2 contains 284460 members 
Entering Unmasked Estep 
Score: -22579678.000000 Penalty: 1210.619995
	Iteration 11Q: 3 clusters Score -2.257968e+07 nChanged 11702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314935 members 
Mstep: Class 2 contains 284364 members 
Entering Unmasked Estep 
Score: -22584220.000000 Penalty: 1210.619995
	Iteration 12Q: 3 clusters Score -2.258422e+07 nChanged 11891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314256 members 
Mstep: Class 2 contains 285043 members 
Entering Unmasked Estep 
Score: -22588702.000000 Penalty: 1210.619995
	Iteration 13Q: 3 clusters Score -2.25887e+07 nChanged 11764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312968 members 
Mstep: Class 2 contains 286331 members 
Entering Unmasked Estep 
Score: -22593242.000000 Penalty: 1210.619995
	Iteration 14Q: 3 clusters Score -2.259324e+07 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310849 members 
Mstep: Class 2 contains 288450 members 
Entering Unmasked Estep 
Score: -22597536.000000 Penalty: 1210.619995
	Iteration 15Q: 3 clusters Score -2.259754e+07 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307889 members 
Mstep: Class 2 contains 291410 members 
Entering Unmasked Estep 
Score: -22601746.000000 Penalty: 1210.619995
	Iteration 16Q: 3 clusters Score -2.260175e+07 nChanged 10644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304307 members 
Mstep: Class 2 contains 294992 members 
Entering Unmasked Estep 
Score: -22605794.000000 Penalty: 1210.619995
	Iteration 17Q: 3 clusters Score -2.260579e+07 nChanged 9857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300276 members 
Mstep: Class 2 contains 299023 members 
Entering Unmasked Estep 
Score: -22609112.000000 Penalty: 1210.619995
	Iteration 18Q: 3 clusters Score -2.260911e+07 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296012 members 
Mstep: Class 2 contains 303287 members 
Entering Unmasked Estep 
Score: -22611536.000000 Penalty: 1210.619995
	Iteration 19Q: 3 clusters Score -2.261154e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291456 members 
Mstep: Class 2 contains 307843 members 
Entering Unmasked Estep 
Score: -22613416.000000 Penalty: 1210.619995
	Iteration 20F: 3 clusters Score -2.261342e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286795 members 
Mstep: Class 2 contains 312504 members 
Entering Unmasked Estep 
Score: -22614852.000000 Penalty: 1210.619995
	Iteration 21Q: 3 clusters Score -2.261485e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282041 members 
Mstep: Class 2 contains 317258 members 
Entering Unmasked Estep 
Score: -22616300.000000 Penalty: 1210.619995
	Iteration 22Q: 3 clusters Score -2.26163e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277118 members 
Mstep: Class 2 contains 322181 members 
Entering Unmasked Estep 
Score: -22617376.000000 Penalty: 1210.619995
	Iteration 23Q: 3 clusters Score -2.261738e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272058 members 
Mstep: Class 2 contains 327241 members 
Entering Unmasked Estep 
Score: -22618390.000000 Penalty: 1210.619995
	Iteration 24Q: 3 clusters Score -2.261839e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266856 members 
Mstep: Class 2 contains 332443 members 
Entering Unmasked Estep 
Score: -22619206.000000 Penalty: 1210.619995
	Iteration 25Q: 3 clusters Score -2.261921e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261426 members 
Mstep: Class 2 contains 337873 members 
Entering Unmasked Estep 
Score: -22620460.000000 Penalty: 1210.619995
	Iteration 26Q: 3 clusters Score -2.262046e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255757 members 
Mstep: Class 2 contains 343542 members 
Entering Unmasked Estep 
Score: -22621634.000000 Penalty: 1210.619995
	Iteration 27Q: 3 clusters Score -2.262163e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249858 members 
Mstep: Class 2 contains 349441 members 
Entering Unmasked Estep 
Score: -22622874.000000 Penalty: 1210.619995
	Iteration 28Q: 3 clusters Score -2.262287e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243737 members 
Mstep: Class 2 contains 355562 members 
Entering Unmasked Estep 
Score: -22624188.000000 Penalty: 1210.619995
	Iteration 29Q: 3 clusters Score -2.262419e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237458 members 
Mstep: Class 2 contains 361841 members 
Entering Unmasked Estep 
Score: -22625566.000000 Penalty: 1210.619995
	Iteration 30Q: 3 clusters Score -2.262557e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231216 members 
Mstep: Class 2 contains 368083 members 
Entering Unmasked Estep 
Score: -22626814.000000 Penalty: 1210.619995
	Iteration 31Q: 3 clusters Score -2.262681e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225011 members 
Mstep: Class 2 contains 374288 members 
Entering Unmasked Estep 
Score: -22628268.000000 Penalty: 1210.619995
	Iteration 32Q: 3 clusters Score -2.262827e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218947 members 
Mstep: Class 2 contains 380352 members 
Entering Unmasked Estep 
Score: -22629448.000000 Penalty: 1210.619995
	Iteration 33Q: 3 clusters Score -2.262945e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212899 members 
Mstep: Class 2 contains 386400 members 
Entering Unmasked Estep 
Score: -22630666.000000 Penalty: 1210.619995
	Iteration 34Q: 3 clusters Score -2.263067e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206945 members 
Mstep: Class 2 contains 392354 members 
Entering Unmasked Estep 
Score: -22631760.000000 Penalty: 1210.619995
	Iteration 35Q: 3 clusters Score -2.263176e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201128 members 
Mstep: Class 2 contains 398171 members 
Entering Unmasked Estep 
Score: -22632880.000000 Penalty: 1210.619995
	Iteration 36Q: 3 clusters Score -2.263288e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195498 members 
Mstep: Class 2 contains 403801 members 
Entering Unmasked Estep 
Score: -22634136.000000 Penalty: 1210.619995
	Iteration 37Q: 3 clusters Score -2.263414e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190004 members 
Mstep: Class 2 contains 409295 members 
Entering Unmasked Estep 
Score: -22635166.000000 Penalty: 1210.619995
	Iteration 38Q: 3 clusters Score -2.263517e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184573 members 
Mstep: Class 2 contains 414726 members 
Entering Unmasked Estep 
Score: -22636520.000000 Penalty: 1210.619995
	Iteration 39Q: 3 clusters Score -2.263652e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179490 members 
Mstep: Class 2 contains 419809 members 
Entering Unmasked Estep 
Score: -22637516.000000 Penalty: 1210.619995
	Iteration 40F: 3 clusters Score -2.263752e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174561 members 
Mstep: Class 2 contains 424738 members 
Entering Unmasked Estep 
Score: -22638504.000000 Penalty: 1210.619995
	Iteration 41Q: 3 clusters Score -2.26385e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169803 members 
Mstep: Class 2 contains 429496 members 
Entering Unmasked Estep 
Score: -22639156.000000 Penalty: 1210.619995
	Iteration 42Q: 3 clusters Score -2.263916e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165382 members 
Mstep: Class 2 contains 433917 members 
Entering Unmasked Estep 
Score: -22639810.000000 Penalty: 1210.619995
	Iteration 43Q: 3 clusters Score -2.263981e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161244 members 
Mstep: Class 2 contains 438055 members 
Entering Unmasked Estep 
Score: -22640266.000000 Penalty: 1210.619995
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 157302 members 
Mstep: Class 2 contains 441997 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 153570 members 
Mstep: Class 2 contains 445729 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2.26416e+07 nChanged 3628
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149990 members 
Mstep: Class 2 contains 449309 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2.264228e+07 nChanged 3470
Entering Unmasked Mstep 
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Mstep: Class 1 contains 146580 members 
Mstep: Class 2 contains 452719 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2.264303e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143293 members 
Mstep: Class 2 contains 456006 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2.264352e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140131 members 
Mstep: Class 2 contains 459168 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2.264413e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137174 members 
Mstep: Class 2 contains 462125 members 
Entering Unmasked Estep 
Score: -22644640.000000 Penalty: 1210.619995
	Iteration 51Q: 3 clusters Score -2.264464e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134364 members 
Mstep: Class 2 contains 464935 members 
Entering Unmasked Estep 
Score: -22644978.000000 Penalty: 1210.619995
	Iteration 52Q: 3 clusters Score -2.264498e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131621 members 
Mstep: Class 2 contains 467678 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2.264537e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128998 members 
Mstep: Class 2 contains 470301 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2.264572e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126449 members 
Mstep: Class 2 contains 472850 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2.26461e+07 nChanged 2437
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124030 members 
Mstep: Class 2 contains 475269 members 
Entering Unmasked Estep 
Score: -22646404.000000 Penalty: 1210.619995
	Iteration 56Q: 3 clusters Score -2.26464e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121732 members 
Mstep: Class 2 contains 477567 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2.264669e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119531 members 
Mstep: Class 2 contains 479768 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2.26469e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117526 members 
Mstep: Class 2 contains 481773 members 
Entering Unmasked Estep 
Score: -22647206.000000 Penalty: 1210.619995
	Iteration 59Q: 3 clusters Score -2.264721e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115751 members 
Mstep: Class 2 contains 483548 members 
Entering Unmasked Estep 
Score: -22647512.000000 Penalty: 1210.619995
	Iteration 60F: 3 clusters Score -2.264751e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114088 members 
Mstep: Class 2 contains 485211 members 
Entering Unmasked Estep 
Score: -22647826.000000 Penalty: 1210.619995
	Iteration 61Q: 3 clusters Score -2.264783e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112533 members 
Mstep: Class 2 contains 486766 members 
Entering Unmasked Estep 
Score: -22648016.000000 Penalty: 1210.619995
	Iteration 62Q: 3 clusters Score -2.264802e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111045 members 
Mstep: Class 2 contains 488254 members 
Entering Unmasked Estep 
Score: -22648166.000000 Penalty: 1210.619995
	Iteration 63Q: 3 clusters Score -2.264817e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109705 members 
Mstep: Class 2 contains 489594 members 
Entering Unmasked Estep 
Score: -22648282.000000 Penalty: 1210.619995
	Iteration 64Q: 3 clusters Score -2.264828e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108467 members 
Mstep: Class 2 contains 490832 members 
Entering Unmasked Estep 
Score: -22648346.000000 Penalty: 1210.619995
	Iteration 65Q: 3 clusters Score -2.264835e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107353 members 
Mstep: Class 2 contains 491946 members 
Entering Unmasked Estep 
Score: -22648398.000000 Penalty: 1210.619995
	Iteration 66Q: 3 clusters Score -2.26484e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106401 members 
Mstep: Class 2 contains 492898 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2.264851e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105476 members 
Mstep: Class 2 contains 493823 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2.264852e+07 nChanged 843
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104633 members 
Mstep: Class 2 contains 494666 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2.264855e+07 nChanged 716
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103917 members 
Mstep: Class 2 contains 495382 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2.264854e+07 nChanged 695
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103222 members 
Mstep: Class 2 contains 496077 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2.264852e+07 nChanged 677
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102545 members 
Mstep: Class 2 contains 496754 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2.264859e+07 nChanged 541
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102004 members 
Mstep: Class 2 contains 497295 members 
Entering Unmasked Estep 
Score: -22648644.000000 Penalty: 1210.619995
	Iteration 73Q: 3 clusters Score -2.264864e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101490 members 
Mstep: Class 2 contains 497809 members 
Entering Unmasked Estep 
Score: -22648666.000000 Penalty: 1210.619995
	Iteration 74Q: 3 clusters Score -2.264867e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101046 members 
Mstep: Class 2 contains 498253 members 
Entering Unmasked Estep 
Score: -22648722.000000 Penalty: 1210.619995
	Iteration 75Q: 3 clusters Score -2.264872e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100634 members 
Mstep: Class 2 contains 498665 members 
Entering Unmasked Estep 
Score: -22648744.000000 Penalty: 1210.619995
	Iteration 76Q: 3 clusters Score -2.264874e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100272 members 
Mstep: Class 2 contains 499027 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2.26488e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99935 members 
Mstep: Class 2 contains 499364 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2.264883e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99620 members 
Mstep: Class 2 contains 499679 members 
Entering Unmasked Estep 
Score: -22648854.000000 Penalty: 1210.619995
	Iteration 79Q: 3 clusters Score -2.264885e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99351 members 
Mstep: Class 2 contains 499948 members 
Entering Unmasked Estep 
Score: -22648918.000000 Penalty: 1210.619995
	Iteration 80F: 3 clusters Score -2.264892e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99096 members 
Mstep: Class 2 contains 500203 members 
Entering Unmasked Estep 
Score: -22648902.000000 Penalty: 1210.619995
	Iteration 81Q: 3 clusters Score -2.26489e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98831 members 
Mstep: Class 2 contains 500468 members 
Entering Unmasked Estep 
Score: -22648910.000000 Penalty: 1210.619995
	Iteration 82Q: 3 clusters Score -2.264891e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98591 members 
Mstep: Class 2 contains 500708 members 
Entering Unmasked Estep 
Score: -22648948.000000 Penalty: 1210.619995
	Iteration 83Q: 3 clusters Score -2.264895e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98361 members 
Mstep: Class 2 contains 500938 members 
Entering Unmasked Estep 
Score: -22648894.000000 Penalty: 1210.619995
	Iteration 84Q: 3 clusters Score -2.264889e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98153 members 
Mstep: Class 2 contains 501146 members 
Entering Unmasked Estep 
Score: -22648934.000000 Penalty: 1210.619995
	Iteration 85Q: 3 clusters Score -2.264893e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97962 members 
Mstep: Class 2 contains 501337 members 
Entering Unmasked Estep 
Score: -22648960.000000 Penalty: 1210.619995
	Iteration 86Q: 3 clusters Score -2.264896e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97791 members 
Mstep: Class 2 contains 501508 members 
Entering Unmasked Estep 
Score: -22648974.000000 Penalty: 1210.619995
	Iteration 87Q: 3 clusters Score -2.264897e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97620 members 
Mstep: Class 2 contains 501679 members 
Entering Unmasked Estep 
Score: -22648970.000000 Penalty: 1210.619995
	Iteration 88Q: 3 clusters Score -2.264897e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97464 members 
Mstep: Class 2 contains 501835 members 
Entering Unmasked Estep 
Score: -22648942.000000 Penalty: 1210.619995
	Iteration 89Q: 3 clusters Score -2.264894e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97296 members 
Mstep: Class 2 contains 502003 members 
Entering Unmasked Estep 
Score: -22648978.000000 Penalty: 1210.619995
	Iteration 90Q: 3 clusters Score -2.264898e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97141 members 
Mstep: Class 2 contains 502158 members 
Entering Unmasked Estep 
Score: -22648992.000000 Penalty: 1210.619995
	Iteration 91Q: 3 clusters Score -2.264899e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97026 members 
Mstep: Class 2 contains 502273 members 
Entering Unmasked Estep 
Score: -22649020.000000 Penalty: 1210.619995
	Iteration 92Q: 3 clusters Score -2.264902e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96925 members 
Mstep: Class 2 contains 502374 members 
Entering Unmasked Estep 
Score: -22648996.000000 Penalty: 1210.619995
	Iteration 93Q: 3 clusters Score -2.2649e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96834 members 
Mstep: Class 2 contains 502465 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.264902e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96760 members 
Mstep: Class 2 contains 502539 members 
Entering Unmasked Estep 
Score: -22649024.000000 Penalty: 1210.619995
	Iteration 95Q: 3 clusters Score -2.264902e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96681 members 
Mstep: Class 2 contains 502618 members 
Entering Unmasked Estep 
Score: -22649028.000000 Penalty: 1210.619995
	Iteration 96Q: 3 clusters Score -2.264903e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96598 members 
Mstep: Class 2 contains 502701 members 
Entering Unmasked Estep 
Score: -22649050.000000 Penalty: 1210.619995
	Iteration 97Q: 3 clusters Score -2.264905e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96511 members 
Mstep: Class 2 contains 502788 members 
Entering Unmasked Estep 
Score: -22649062.000000 Penalty: 1210.619995
	Iteration 98Q: 3 clusters Score -2.264906e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96428 members 
Mstep: Class 2 contains 502871 members 
Entering Unmasked Estep 
Score: -22649036.000000 Penalty: 1210.619995
	Iteration 99Q: 3 clusters Score -2.264904e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96354 members 
Mstep: Class 2 contains 502945 members 
Entering Unmasked Estep 
Score: -22649046.000000 Penalty: 1210.619995
	Iteration 100F: 3 clusters Score -2.264905e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96301 members 
Mstep: Class 2 contains 502998 members 
Entering Unmasked Estep 
Score: -22649028.000000 Penalty: 1210.619995
	Iteration 101Q: 3 clusters Score -2.264903e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96255 members 
Mstep: Class 2 contains 503044 members 
Entering Unmasked Estep 
Score: -22649000.000000 Penalty: 1210.619995
	Iteration 102Q: 3 clusters Score -2.2649e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96191 members 
Mstep: Class 2 contains 503108 members 
Entering Unmasked Estep 
Score: -22649014.000000 Penalty: 1210.619995
	Iteration 103Q: 3 clusters Score -2.264901e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96129 members 
Mstep: Class 2 contains 503170 members 
Entering Unmasked Estep 
Score: -22649028.000000 Penalty: 1210.619995
	Iteration 104Q: 3 clusters Score -2.264903e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96080 members 
Mstep: Class 2 contains 503219 members 
Entering Unmasked Estep 
Score: -22649028.000000 Penalty: 1210.619995
	Iteration 105Q: 3 clusters Score -2.264903e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96044 members 
Mstep: Class 2 contains 503255 members 
Entering Unmasked Estep 
Score: -22649022.000000 Penalty: 1210.619995
	Iteration 106Q: 3 clusters Score -2.264902e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96012 members 
Mstep: Class 2 contains 503287 members 
Entering Unmasked Estep 
Score: -22649014.000000 Penalty: 1210.619995
	Iteration 107Q: 3 clusters Score -2.264901e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95984 members 
Mstep: Class 2 contains 503315 members 
Entering Unmasked Estep 
Score: -22649020.000000 Penalty: 1210.619995
	Iteration 108Q: 3 clusters Score -2.264902e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95955 members 
Mstep: Class 2 contains 503344 members 
Entering Unmasked Estep 
Score: -22649036.000000 Penalty: 1210.619995
	Iteration 109Q: 3 clusters Score -2.264904e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95928 members 
Mstep: Class 2 contains 503371 members 
Entering Unmasked Estep 
Score: -22649038.000000 Penalty: 1210.619995
	Iteration 110Q: 3 clusters Score -2.264904e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95907 members 
Mstep: Class 2 contains 503392 members 
Entering Unmasked Estep 
Score: -22649032.000000 Penalty: 1210.619995
	Iteration 111Q: 3 clusters Score -2.264903e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95889 members 
Mstep: Class 2 contains 503410 members 
Entering Unmasked Estep 
Score: -22649046.000000 Penalty: 1210.619995
	Iteration 112Q: 3 clusters Score -2.264905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95879 members 
Mstep: Class 2 contains 503420 members 
Entering Unmasked Estep 
Score: -22649042.000000 Penalty: 1210.619995
	Iteration 113Q: 3 clusters Score -2.264904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95875 members 
Mstep: Class 2 contains 503424 members 
Entering Unmasked Estep 
Score: -22649042.000000 Penalty: 1210.619995
	Iteration 114Q: 3 clusters Score -2.264904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95872 members 
Mstep: Class 2 contains 503427 members 
Entering Unmasked Estep 
Score: -22649036.000000 Penalty: 1210.619995
	Iteration 115Q: 3 clusters Score -2.264904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95867 members 
Mstep: Class 2 contains 503432 members 
Entering Unmasked Estep 
Score: -22649044.000000 Penalty: 1210.619995
	Iteration 116Q: 3 clusters Score -2.264904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95863 members 
Mstep: Class 2 contains 503436 members 
Entering Unmasked Estep 
Score: -22649056.000000 Penalty: 1210.619995
	Iteration 117Q: 3 clusters Score -2.264906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95860 members 
Mstep: Class 2 contains 503439 members 
Entering Unmasked Estep 
Score: -22649052.000000 Penalty: 1210.619995
	Iteration 118Q: 3 clusters Score -2.264905e+07 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95860 members 
Mstep: Class 2 contains 503439 members 
Entering Unmasked Estep 
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	Iteration 119F: 3 clusters Score -2.264905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8664 members 
Entering Unmasked Estep 
Score: -297451.031250 Penalty: 412.545380
	Iteration 0F: 2 clusters Score -297451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -291736.687500 Penalty: 825.090759
	Iteration 0F: 3 clusters Score -291736.7 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -294057.718750 Penalty: 825.090759
	Iteration 1F: 3 clusters Score -294057.7 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -294547.062500 Penalty: 825.090759
	Iteration 2F: 3 clusters Score -294547.1 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -295211.812500 Penalty: 825.090759
	Iteration 3F: 3 clusters Score -295211.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -295922.593750 Penalty: 825.090759
	Iteration 4F: 3 clusters Score -295922.6 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -296416.781250 Penalty: 825.090759
	Iteration 5F: 3 clusters Score -296416.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -296677.250000 Penalty: 825.090759
	Iteration 6F: 3 clusters Score -296677.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -296849.937500 Penalty: 825.090759
	Iteration 7Q: 3 clusters Score -296849.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -296982.375000 Penalty: 825.090759
	Iteration 8Q: 3 clusters Score -296982.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -297096.437500 Penalty: 825.090759
	Iteration 9Q: 3 clusters Score -297096.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -297192.812500 Penalty: 825.090759
	Iteration 10Q: 3 clusters Score -297192.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -297272.375000 Penalty: 825.090759
	Iteration 11Q: 3 clusters Score -297272.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -297353.343750 Penalty: 825.090759
	Iteration 12Q: 3 clusters Score -297353.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -297443.906250 Penalty: 825.090759
	Iteration 13Q: 3 clusters Score -297443.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -297516.312500 Penalty: 825.090759
	Iteration 14Q: 3 clusters Score -297516.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -297563.343750 Penalty: 825.090759
	Iteration 15Q: 3 clusters Score -297563.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -297600.500000 Penalty: 825.090759
	Iteration 16Q: 3 clusters Score -297600.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -297629.593750 Penalty: 825.090759
	Iteration 17Q: 3 clusters Score -297629.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -297645.156250 Penalty: 825.090759
	Iteration 18Q: 3 clusters Score -297645.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -297656.156250 Penalty: 825.090759
	Iteration 19Q: 3 clusters Score -297656.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -297665.437500 Penalty: 825.090759
	Iteration 20F: 3 clusters Score -297665.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -297675.843750 Penalty: 825.090759
	Iteration 21Q: 3 clusters Score -297675.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -297683.500000 Penalty: 825.090759
	Iteration 22Q: 3 clusters Score -297683.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -297692.875000 Penalty: 825.090759
	Iteration 23Q: 3 clusters Score -297692.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -297703.000000 Penalty: 825.090759
	Iteration 24Q: 3 clusters Score -297703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -297713.781250 Penalty: 825.090759
	Iteration 25Q: 3 clusters Score -297713.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -297729.187500 Penalty: 825.090759
	Iteration 26Q: 3 clusters Score -297729.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -297741.500000 Penalty: 825.090759
	Iteration 27Q: 3 clusters Score -297741.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -297751.531250 Penalty: 825.090759
	Iteration 28Q: 3 clusters Score -297751.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -297761.500000 Penalty: 825.090759
	Iteration 29Q: 3 clusters Score -297761.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -297768.031250 Penalty: 825.090759
	Iteration 30Q: 3 clusters Score -297768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -297769.875000 Penalty: 825.090759
	Iteration 31Q: 3 clusters Score -297769.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -297771.031250 Penalty: 825.090759
	Iteration 32Q: 3 clusters Score -297771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -297773.750000 Penalty: 825.090759
	Iteration 33Q: 3 clusters Score -297773.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -297774.468750 Penalty: 825.090759
	Iteration 34Q: 3 clusters Score -297774.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -297775.375000 Penalty: 825.090759
	Iteration 35Q: 3 clusters Score -297775.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -297777.312500 Penalty: 825.090759
	Iteration 36Q: 3 clusters Score -297777.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -297776.125000 Penalty: 825.090759
	Iteration 37Q: 3 clusters Score -297776.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -297777.500000 Penalty: 825.090759
	Iteration 38Q: 3 clusters Score -297777.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -297778.562500 Penalty: 825.090759
	Iteration 39Q: 3 clusters Score -297778.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -297779.218750 Penalty: 825.090759
	Iteration 40F: 3 clusters Score -297779.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -297779.281250 Penalty: 825.090759
	Iteration 41Q: 3 clusters Score -297779.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -297780.906250 Penalty: 825.090759
	Iteration 42Q: 3 clusters Score -297780.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -297781.281250 Penalty: 825.090759
	Iteration 43Q: 3 clusters Score -297781.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -297780.906250 Penalty: 825.090759
	Iteration 44Q: 3 clusters Score -297780.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -297781.187500 Penalty: 825.090759
	Iteration 45Q: 3 clusters Score -297781.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -297781.656250 Penalty: 825.090759
	Iteration 46Q: 3 clusters Score -297781.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -297781.656250 Penalty: 825.090759
	Iteration 47F: 3 clusters Score -297781.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 3493 members 
Mstep: Class 4 contains 1765 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 8025 members 
Mstep: Class 7 contains 10900 members 
Mstep: Class 8 contains 17773 members 
Mstep: Class 9 contains 4140 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 5078 members 
Mstep: Class 12 contains 1681 members 
Mstep: Class 13 contains 6250 members 
Mstep: Class 14 contains 9776 members 
Mstep: Class 15 contains 8863 members 
Mstep: Class 16 contains 10978 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 599299 members 
Mstep: Class 19 contains 6923 members 
Mstep: Class 20 contains 1938 members 
Mstep: Class 21 contains 10018 members 
Mstep: Class 22 contains 20304 members 
Mstep: Class 23 contains 967 members 
Mstep: Class 24 contains 4173 members 
Mstep: Class 25 contains 7330 members 
Mstep: Class 26 contains 14521 members 
Mstep: Class 27 contains 572725 members 
Mstep: Class 28 contains 2913 members 
Mstep: Class 29 contains 22194 members 
Mstep: Class 30 contains 6154 members 
Mstep: Class 31 contains 4922 members 
Mstep: Class 32 contains 1005 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 5696 members 
Mstep: Class 35 contains 1741 members 
Entering Unmasked Estep 
Score: -50359940.000000 Penalty: 22523.314453
Splitting cluster 19 changes total score from -50356652.000000 to -50359940.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (1938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Entering Unmasked Estep 
Score: -68567.953125 Penalty: 344.408234
	Iteration 0F: 2 clusters Score -68567.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -67174.875000 Penalty: 688.816467
	Iteration 0F: 3 clusters Score -67174.88 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -67866.851562 Penalty: 688.816467
	Iteration 1F: 3 clusters Score -67866.85 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -68146.203125 Penalty: 688.816467
	Iteration 2F: 3 clusters Score -68146.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -68321.812500 Penalty: 688.816467
	Iteration 3F: 3 clusters Score -68321.81 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -68410.406250 Penalty: 688.816467
	Iteration 4F: 3 clusters Score -68410.41 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -68439.960938 Penalty: 688.816467
	Iteration 5Q: 3 clusters Score -68439.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -68448.734375 Penalty: 688.816467
	Iteration 6Q: 3 clusters Score -68448.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -68452.132812 Penalty: 688.816467
	Iteration 7Q: 3 clusters Score -68452.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -68453.843750 Penalty: 688.816467
	Iteration 8Q: 3 clusters Score -68453.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -68454.164062 Penalty: 688.816467
	Iteration 9Q: 3 clusters Score -68454.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -68454.750000 Penalty: 688.816467
	Iteration 10Q: 3 clusters Score -68454.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -68456.140625 Penalty: 688.816467
	Iteration 11Q: 3 clusters Score -68456.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -68457.609375 Penalty: 688.816467
	Iteration 12Q: 3 clusters Score -68457.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -68457.945312 Penalty: 688.816467
	Iteration 13Q: 3 clusters Score -68457.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -68458.257812 Penalty: 688.816467
	Iteration 14Q: 3 clusters Score -68458.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -68458.257812 Penalty: 688.816467
	Iteration 15F: 3 clusters Score -68458.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Entering Unmasked Estep 
Score: -368096.468750 Penalty: 419.152344
	Iteration 0F: 2 clusters Score -368096.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -361507.156250 Penalty: 838.304688
	Iteration 0F: 3 clusters Score -361507.2 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -364219.125000 Penalty: 838.304688
	Iteration 1F: 3 clusters Score -364219.1 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -364610.406250 Penalty: 838.304688
	Iteration 2F: 3 clusters Score -364610.4 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -365088.000000 Penalty: 838.304688
	Iteration 3F: 3 clusters Score -365088 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -365627.906250 Penalty: 838.304688
	Iteration 4F: 3 clusters Score -365627.9 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -366182.187500 Penalty: 838.304688
	Iteration 5F: 3 clusters Score -366182.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -366721.687500 Penalty: 838.304688
	Iteration 6F: 3 clusters Score -366721.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -367115.968750 Penalty: 838.304688
	Iteration 7Q: 3 clusters Score -367116 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -367340.812500 Penalty: 838.304688
	Iteration 8Q: 3 clusters Score -367340.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -367444.718750 Penalty: 838.304688
	Iteration 9Q: 3 clusters Score -367444.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -367516.375000 Penalty: 838.304688
	Iteration 10Q: 3 clusters Score -367516.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -367570.250000 Penalty: 838.304688
	Iteration 11Q: 3 clusters Score -367570.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -367602.062500 Penalty: 838.304688
	Iteration 12Q: 3 clusters Score -367602.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -367629.437500 Penalty: 838.304688
	Iteration 13Q: 3 clusters Score -367629.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -367653.687500 Penalty: 838.304688
	Iteration 14Q: 3 clusters Score -367653.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -367674.875000 Penalty: 838.304688
	Iteration 15Q: 3 clusters Score -367674.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -367682.781250 Penalty: 838.304688
	Iteration 16Q: 3 clusters Score -367682.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -367687.843750 Penalty: 838.304688
	Iteration 17Q: 3 clusters Score -367687.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -367690.718750 Penalty: 838.304688
	Iteration 18Q: 3 clusters Score -367690.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -367692.218750 Penalty: 838.304688
	Iteration 19Q: 3 clusters Score -367692.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -367693.250000 Penalty: 838.304688
	Iteration 20F: 3 clusters Score -367693.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -367694.531250 Penalty: 838.304688
	Iteration 21Q: 3 clusters Score -367694.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -367695.062500 Penalty: 838.304688
	Iteration 22Q: 3 clusters Score -367695.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -367696.156250 Penalty: 838.304688
	Iteration 23Q: 3 clusters Score -367696.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -367697.843750 Penalty: 838.304688
	Iteration 24Q: 3 clusters Score -367697.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -367700.343750 Penalty: 838.304688
	Iteration 25Q: 3 clusters Score -367700.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -367703.062500 Penalty: 838.304688
	Iteration 26Q: 3 clusters Score -367703.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -367702.937500 Penalty: 838.304688
	Iteration 27Q: 3 clusters Score -367702.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -367704.250000 Penalty: 838.304688
	Iteration 28Q: 3 clusters Score -367704.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -367704.468750 Penalty: 838.304688
	Iteration 29Q: 3 clusters Score -367704.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -367705.031250 Penalty: 838.304688
	Iteration 30Q: 3 clusters Score -367705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -367704.750000 Penalty: 838.304688
	Iteration 31Q: 3 clusters Score -367704.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -367704.750000 Penalty: 838.304688
	Iteration 32F: 3 clusters Score -367704.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Entering Unmasked Estep 
Score: -711292.000000 Penalty: 451.295074
	Iteration 0F: 2 clusters Score -711292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -697788.750000 Penalty: 902.590149
	Iteration 0F: 3 clusters Score -697788.8 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -704192.062500 Penalty: 902.590149
	Iteration 1F: 3 clusters Score -704192.1 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -705210.812500 Penalty: 902.590149
	Iteration 2F: 3 clusters Score -705210.8 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -706183.437500 Penalty: 902.590149
	Iteration 3F: 3 clusters Score -706183.4 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -706978.687500 Penalty: 902.590149
	Iteration 4F: 3 clusters Score -706978.7 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -707637.625000 Penalty: 902.590149
	Iteration 5F: 3 clusters Score -707637.6 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -708161.937500 Penalty: 902.590149
	Iteration 6Q: 3 clusters Score -708161.9 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -708681.250000 Penalty: 902.590149
	Iteration 7Q: 3 clusters Score -708681.2 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -709214.812500 Penalty: 902.590149
	Iteration 8Q: 3 clusters Score -709214.8 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -709701.250000 Penalty: 902.590149
	Iteration 9Q: 3 clusters Score -709701.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -710119.062500 Penalty: 902.590149
	Iteration 10Q: 3 clusters Score -710119.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -710425.875000 Penalty: 902.590149
	Iteration 11Q: 3 clusters Score -710425.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -710674.062500 Penalty: 902.590149
	Iteration 12Q: 3 clusters Score -710674.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -710847.000000 Penalty: 902.590149
	Iteration 13Q: 3 clusters Score -710847 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -710948.875000 Penalty: 902.590149
	Iteration 14Q: 3 clusters Score -710948.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -710993.000000 Penalty: 902.590149
	Iteration 15Q: 3 clusters Score -710993 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -711026.687500 Penalty: 902.590149
	Iteration 16Q: 3 clusters Score -711026.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -711049.750000 Penalty: 902.590149
	Iteration 17Q: 3 clusters Score -711049.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -711068.000000 Penalty: 902.590149
	Iteration 18Q: 3 clusters Score -711068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -711079.062500 Penalty: 902.590149
	Iteration 19Q: 3 clusters Score -711079.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -711088.875000 Penalty: 902.590149
	Iteration 20F: 3 clusters Score -711088.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -711093.875000 Penalty: 902.590149
	Iteration 21Q: 3 clusters Score -711093.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -711097.750000 Penalty: 902.590149
	Iteration 22Q: 3 clusters Score -711097.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -711103.625000 Penalty: 902.590149
	Iteration 23Q: 3 clusters Score -711103.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -711105.437500 Penalty: 902.590149
	Iteration 24Q: 3 clusters Score -711105.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -711108.562500 Penalty: 902.590149
	Iteration 25Q: 3 clusters Score -711108.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -711111.187500 Penalty: 902.590149
	Iteration 26Q: 3 clusters Score -711111.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -711113.437500 Penalty: 902.590149
	Iteration 27Q: 3 clusters Score -711113.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -711115.812500 Penalty: 902.590149
	Iteration 28Q: 3 clusters Score -711115.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -711116.562500 Penalty: 902.590149
	Iteration 29Q: 3 clusters Score -711116.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -711118.000000 Penalty: 902.590149
	Iteration 30Q: 3 clusters Score -711118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -711118.937500 Penalty: 902.590149
	Iteration 31Q: 3 clusters Score -711118.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -711119.562500 Penalty: 902.590149
	Iteration 32Q: 3 clusters Score -711119.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -711119.562500 Penalty: 902.590149
	Iteration 33F: 3 clusters Score -711119.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -33423.718750 Penalty: 312.776031
	Iteration 0F: 2 clusters Score -33423.72 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 498 members 
Entering Unmasked Estep 
Score: -32655.392578 Penalty: 625.552063
	Iteration 0F: 3 clusters Score -32655.39 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -32906.171875 Penalty: 625.552063
	Iteration 1F: 3 clusters Score -32906.17 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -32952.089844 Penalty: 625.552063
	Iteration 2F: 3 clusters Score -32952.09 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -32975.402344 Penalty: 625.552063
	Iteration 3Q: 3 clusters Score -32975.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -32997.050781 Penalty: 625.552063
	Iteration 4Q: 3 clusters Score -32997.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -33020.035156 Penalty: 625.552063
	Iteration 5Q: 3 clusters Score -33020.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -33032.425781 Penalty: 625.552063
	Iteration 6Q: 3 clusters Score -33032.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -33055.019531 Penalty: 625.552063
	Iteration 7Q: 3 clusters Score -33055.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -33070.289062 Penalty: 625.552063
	Iteration 8Q: 3 clusters Score -33070.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -33080.453125 Penalty: 625.552063
	Iteration 9Q: 3 clusters Score -33080.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -33087.027344 Penalty: 625.552063
	Iteration 10Q: 3 clusters Score -33087.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -33092.820312 Penalty: 625.552063
	Iteration 11Q: 3 clusters Score -33092.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -33097.429688 Penalty: 625.552063
	Iteration 12Q: 3 clusters Score -33097.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -33100.250000 Penalty: 625.552063
	Iteration 13Q: 3 clusters Score -33100.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -33103.613281 Penalty: 625.552063
	Iteration 14Q: 3 clusters Score -33103.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -33110.511719 Penalty: 625.552063
	Iteration 15Q: 3 clusters Score -33110.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -33118.539062 Penalty: 625.552063
	Iteration 16Q: 3 clusters Score -33118.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -33126.152344 Penalty: 625.552063
	Iteration 17Q: 3 clusters Score -33126.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -33138.859375 Penalty: 625.552063
	Iteration 18Q: 3 clusters Score -33138.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -33148.890625 Penalty: 625.552063
	Iteration 19Q: 3 clusters Score -33148.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -33158.390625 Penalty: 625.552063
	Iteration 20F: 3 clusters Score -33158.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -33164.312500 Penalty: 625.552063
	Iteration 21Q: 3 clusters Score -33164.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -33166.300781 Penalty: 625.552063
	Iteration 22Q: 3 clusters Score -33166.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -33167.484375 Penalty: 625.552063
	Iteration 23Q: 3 clusters Score -33167.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -33167.484375 Penalty: 625.552063
	Iteration 24F: 3 clusters Score -33167.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Entering Unmasked Estep 
Score: -130044.734375 Penalty: 379.305756
	Iteration 0F: 2 clusters Score -130044.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -127209.132812 Penalty: 758.611511
	Iteration 0F: 3 clusters Score -127209.1 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -128571.328125 Penalty: 758.611511
	Iteration 1F: 3 clusters Score -128571.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -129257.906250 Penalty: 758.611511
	Iteration 2F: 3 clusters Score -129257.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -130182.429688 Penalty: 758.611511
	Iteration 3F: 3 clusters Score -130182.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -130739.992188 Penalty: 758.611511
	Iteration 4F: 3 clusters Score -130740 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -130948.320312 Penalty: 758.611511
	Iteration 5F: 3 clusters Score -130948.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -131049.976562 Penalty: 758.611511
	Iteration 6Q: 3 clusters Score -131050 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -131093.031250 Penalty: 758.611511
	Iteration 7Q: 3 clusters Score -131093 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -131116.296875 Penalty: 758.611511
	Iteration 8Q: 3 clusters Score -131116.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -131126.453125 Penalty: 758.611511
	Iteration 9Q: 3 clusters Score -131126.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -131134.562500 Penalty: 758.611511
	Iteration 10Q: 3 clusters Score -131134.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -131138.937500 Penalty: 758.611511
	Iteration 11Q: 3 clusters Score -131138.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -131140.765625 Penalty: 758.611511
	Iteration 12Q: 3 clusters Score -131140.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -131141.671875 Penalty: 758.611511
	Iteration 13Q: 3 clusters Score -131141.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -131142.921875 Penalty: 758.611511
	Iteration 14Q: 3 clusters Score -131142.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -131143.234375 Penalty: 758.611511
	Iteration 15Q: 3 clusters Score -131143.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -131143.343750 Penalty: 758.611511
	Iteration 16Q: 3 clusters Score -131143.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -131144.171875 Penalty: 758.611511
	Iteration 17Q: 3 clusters Score -131144.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -131145.156250 Penalty: 758.611511
	Iteration 18Q: 3 clusters Score -131145.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -131145.750000 Penalty: 758.611511
	Iteration 19Q: 3 clusters Score -131145.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -131145.718750 Penalty: 758.611511
	Iteration 20F: 3 clusters Score -131145.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -131145.890625 Penalty: 758.611511
	Iteration 21Q: 3 clusters Score -131145.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -131146.062500 Penalty: 758.611511
	Iteration 22Q: 3 clusters Score -131146.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -131146.062500 Penalty: 758.611511
	Iteration 23F: 3 clusters Score -131146.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 3493 members 
Mstep: Class 4 contains 1765 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 8025 members 
Mstep: Class 7 contains 10900 members 
Mstep: Class 8 contains 17773 members 
Mstep: Class 9 contains 4140 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 5078 members 
Mstep: Class 12 contains 1681 members 
Mstep: Class 13 contains 6250 members 
Mstep: Class 14 contains 9776 members 
Mstep: Class 15 contains 8863 members 
Mstep: Class 16 contains 10978 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 599299 members 
Mstep: Class 19 contains 6923 members 
Mstep: Class 20 contains 1938 members 
Mstep: Class 21 contains 10018 members 
Mstep: Class 22 contains 20304 members 
Mstep: Class 23 contains 967 members 
Mstep: Class 24 contains 2677 members 
Mstep: Class 25 contains 7330 members 
Mstep: Class 26 contains 14521 members 
Mstep: Class 27 contains 572725 members 
Mstep: Class 28 contains 2913 members 
Mstep: Class 29 contains 22194 members 
Mstep: Class 30 contains 6154 members 
Mstep: Class 31 contains 4922 members 
Mstep: Class 32 contains 1005 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 5696 members 
Mstep: Class 35 contains 1741 members 
Mstep: Class 36 contains 1496 members 
Entering Unmasked Estep 
Score: -50360688.000000 Penalty: 23166.837891
Splitting cluster 24 changes total score from -50356652.000000 to -50360688.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 25 (7330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Entering Unmasked Estep 
Score: -260892.328125 Penalty: 404.937744
	Iteration 0F: 2 clusters Score -260892.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -255978.312500 Penalty: 809.875488
	Iteration 0F: 3 clusters Score -255978.3 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -258343.281250 Penalty: 809.875488
	Iteration 1F: 3 clusters Score -258343.3 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -258849.437500 Penalty: 809.875488
	Iteration 2F: 3 clusters Score -258849.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -259270.109375 Penalty: 809.875488
	Iteration 3F: 3 clusters Score -259270.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -259525.703125 Penalty: 809.875488
	Iteration 4F: 3 clusters Score -259525.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -259694.312500 Penalty: 809.875488
	Iteration 5Q: 3 clusters Score -259694.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -259798.281250 Penalty: 809.875488
	Iteration 6Q: 3 clusters Score -259798.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -259881.625000 Penalty: 809.875488
	Iteration 7Q: 3 clusters Score -259881.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -259947.656250 Penalty: 809.875488
	Iteration 8Q: 3 clusters Score -259947.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -260012.031250 Penalty: 809.875488
	Iteration 9Q: 3 clusters Score -260012 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -260101.093750 Penalty: 809.875488
	Iteration 10Q: 3 clusters Score -260101.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -260268.328125 Penalty: 809.875488
	Iteration 11Q: 3 clusters Score -260268.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -260581.265625 Penalty: 809.875488
	Iteration 12Q: 3 clusters Score -260581.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -260948.531250 Penalty: 809.875488
	Iteration 13Q: 3 clusters Score -260948.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -261269.500000 Penalty: 809.875488
	Iteration 14Q: 3 clusters Score -261269.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -261524.921875 Penalty: 809.875488
	Iteration 15Q: 3 clusters Score -261524.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -261855.000000 Penalty: 809.875488
	Iteration 16Q: 3 clusters Score -261855 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -262137.171875 Penalty: 809.875488
	Iteration 17Q: 3 clusters Score -262137.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -262248.906250 Penalty: 809.875488
	Iteration 18Q: 3 clusters Score -262248.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -262282.875000 Penalty: 809.875488
	Iteration 19Q: 3 clusters Score -262282.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -262287.468750 Penalty: 809.875488
	Iteration 20F: 3 clusters Score -262287.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -262290.125000 Penalty: 809.875488
	Iteration 21Q: 3 clusters Score -262290.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -262290.687500 Penalty: 809.875488
	Iteration 22Q: 3 clusters Score -262290.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -262291.312500 Penalty: 809.875488
	Iteration 23Q: 3 clusters Score -262291.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -262291.562500 Penalty: 809.875488
	Iteration 24Q: 3 clusters Score -262291.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -262291.500000 Penalty: 809.875488
	Iteration 25Q: 3 clusters Score -262291.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -262291.968750 Penalty: 809.875488
	Iteration 26Q: 3 clusters Score -262292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -262291.968750 Penalty: 809.875488
	Iteration 27F: 3 clusters Score -262292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 3493 members 
Mstep: Class 4 contains 1765 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 8025 members 
Mstep: Class 7 contains 10900 members 
Mstep: Class 8 contains 17773 members 
Mstep: Class 9 contains 4140 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 5078 members 
Mstep: Class 12 contains 1681 members 
Mstep: Class 13 contains 6250 members 
Mstep: Class 14 contains 9776 members 
Mstep: Class 15 contains 8863 members 
Mstep: Class 16 contains 10978 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 599299 members 
Mstep: Class 19 contains 6923 members 
Mstep: Class 20 contains 1938 members 
Mstep: Class 21 contains 10018 members 
Mstep: Class 22 contains 20304 members 
Mstep: Class 23 contains 967 members 
Mstep: Class 24 contains 2677 members 
Mstep: Class 25 contains 2966 members 
Mstep: Class 26 contains 14521 members 
Mstep: Class 27 contains 572725 members 
Mstep: Class 28 contains 2913 members 
Mstep: Class 29 contains 22194 members 
Mstep: Class 30 contains 6154 members 
Mstep: Class 31 contains 4922 members 
Mstep: Class 32 contains 1005 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 5696 members 
Mstep: Class 35 contains 1741 members 
Mstep: Class 36 contains 1496 members 
Mstep: Class 37 contains 4364 members 
Entering Unmasked Estep 
Score: -50361692.000000 Penalty: 23810.361328
Splitting cluster 25 changes total score from -50356652.000000 to -50361692.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 26 (14521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Entering Unmasked Estep 
Score: -524765.500000 Penalty: 436.042480
	Iteration 0F: 2 clusters Score -524765.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -515069.437500 Penalty: 872.084961
	Iteration 0F: 3 clusters Score -515069.4 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -518901.812500 Penalty: 872.084961
	Iteration 1F: 3 clusters Score -518901.8 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -519282.250000 Penalty: 872.084961
	Iteration 2F: 3 clusters Score -519282.2 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -519829.375000 Penalty: 872.084961
	Iteration 3F: 3 clusters Score -519829.4 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -520567.187500 Penalty: 872.084961
	Iteration 4F: 3 clusters Score -520567.2 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -521365.000000 Penalty: 872.084961
	Iteration 5F: 3 clusters Score -521365 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -522172.406250 Penalty: 872.084961
	Iteration 6F: 3 clusters Score -522172.4 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -522880.531250 Penalty: 872.084961
	Iteration 7F: 3 clusters Score -522880.5 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -523408.781250 Penalty: 872.084961
	Iteration 8Q: 3 clusters Score -523408.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -523777.593750 Penalty: 872.084961
	Iteration 9Q: 3 clusters Score -523777.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -523994.156250 Penalty: 872.084961
	Iteration 10Q: 3 clusters Score -523994.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -524138.406250 Penalty: 872.084961
	Iteration 11Q: 3 clusters Score -524138.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -524242.375000 Penalty: 872.084961
	Iteration 12Q: 3 clusters Score -524242.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -524327.250000 Penalty: 872.084961
	Iteration 13Q: 3 clusters Score -524327.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -524405.937500 Penalty: 872.084961
	Iteration 14Q: 3 clusters Score -524405.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -524461.500000 Penalty: 872.084961
	Iteration 15Q: 3 clusters Score -524461.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -524508.937500 Penalty: 872.084961
	Iteration 16Q: 3 clusters Score -524508.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -524544.875000 Penalty: 872.084961
	Iteration 17Q: 3 clusters Score -524544.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -524572.437500 Penalty: 872.084961
	Iteration 18Q: 3 clusters Score -524572.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -524595.000000 Penalty: 872.084961
	Iteration 19Q: 3 clusters Score -524595 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -524614.312500 Penalty: 872.084961
	Iteration 20F: 3 clusters Score -524614.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -524636.875000 Penalty: 872.084961
	Iteration 21Q: 3 clusters Score -524636.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -524660.812500 Penalty: 872.084961
	Iteration 22Q: 3 clusters Score -524660.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -524675.562500 Penalty: 872.084961
	Iteration 23Q: 3 clusters Score -524675.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -524689.125000 Penalty: 872.084961
	Iteration 24Q: 3 clusters Score -524689.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -524698.937500 Penalty: 872.084961
	Iteration 25Q: 3 clusters Score -524698.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -524704.562500 Penalty: 872.084961
	Iteration 26Q: 3 clusters Score -524704.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -524709.000000 Penalty: 872.084961
	Iteration 27Q: 3 clusters Score -524709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -524714.125000 Penalty: 872.084961
	Iteration 28Q: 3 clusters Score -524714.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -524715.875000 Penalty: 872.084961
	Iteration 29Q: 3 clusters Score -524715.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -524715.937500 Penalty: 872.084961
	Iteration 30Q: 3 clusters Score -524715.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -524715.875000 Penalty: 872.084961
	Iteration 31Q: 3 clusters Score -524715.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -524716.000000 Penalty: 872.084961
	Iteration 32Q: 3 clusters Score -524716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -524715.625000 Penalty: 872.084961
	Iteration 33Q: 3 clusters Score -524715.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -524715.625000 Penalty: 872.084961
	Iteration 34F: 3 clusters Score -524715.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (572725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572725 members 
Entering Unmasked Estep 
Score: -22032844.000000 Penalty: 603.246277
	Iteration 0F: 2 clusters Score -2.203284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286857 members 
Mstep: Class 2 contains 285868 members 
Entering Unmasked Estep 
Score: -21672318.000000 Penalty: 1206.492554
	Iteration 0F: 3 clusters Score -2.167232e+07 nChanged 283237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329454 members 
Mstep: Class 2 contains 243271 members 
Entering Unmasked Estep 
Score: -21851410.000000 Penalty: 1206.492554
	Iteration 1F: 3 clusters Score -2.185141e+07 nChanged 30251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357153 members 
Mstep: Class 2 contains 215572 members 
Entering Unmasked Estep 
Score: -21864548.000000 Penalty: 1206.492554
	Iteration 2F: 3 clusters Score -2.186455e+07 nChanged 41191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396882 members 
Mstep: Class 2 contains 175843 members 
Entering Unmasked Estep 
Score: -21885534.000000 Penalty: 1206.492554
	Iteration 3F: 3 clusters Score -2.188553e+07 nChanged 48971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444795 members 
Mstep: Class 2 contains 127930 members 
Entering Unmasked Estep 
Score: -21914842.000000 Penalty: 1206.492554
	Iteration 4F: 3 clusters Score -2.191484e+07 nChanged 47410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491669 members 
Mstep: Class 2 contains 81056 members 
Entering Unmasked Estep 
Score: -21951536.000000 Penalty: 1206.492554
	Iteration 5F: 3 clusters Score -2.195154e+07 nChanged 38152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529597 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -21987386.000000 Penalty: 1206.492554
	Iteration 6F: 3 clusters Score -2.198739e+07 nChanged 24389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553960 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -22012364.000000 Penalty: 1206.492554
	Iteration 7Q: 3 clusters Score -2.201236e+07 nChanged 11914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565874 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -22025306.000000 Penalty: 1206.492554
	Iteration 8Q: 3 clusters Score -2.202531e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570406 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -22030166.000000 Penalty: 1206.492554
	Iteration 9Q: 3 clusters Score -2.203017e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571832 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -22031520.000000 Penalty: 1206.492554
	Iteration 10Q: 3 clusters Score -2.203152e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572287 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -22032036.000000 Penalty: 1206.492554
	Iteration 11Q: 3 clusters Score -2.203204e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572448 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22032292.000000 Penalty: 1206.492554
	Iteration 12Q: 3 clusters Score -2.203229e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572479 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22032456.000000 Penalty: 1206.492554
	Iteration 13Q: 3 clusters Score -2.203246e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572447 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -22032552.000000 Penalty: 1206.492554
	Iteration 14Q: 3 clusters Score -2.203255e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572396 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -22032566.000000 Penalty: 1206.492554
	Iteration 15Q: 3 clusters Score -2.203257e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572339 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -22032626.000000 Penalty: 1206.492554
	Iteration 16Q: 3 clusters Score -2.203263e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572281 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -22032694.000000 Penalty: 1206.492554
	Iteration 17Q: 3 clusters Score -2.203269e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572227 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -22032700.000000 Penalty: 1206.492554
	Iteration 18Q: 3 clusters Score -2.20327e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572193 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -22032694.000000 Penalty: 1206.492554
	Iteration 19Q: 3 clusters Score -2.203269e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572165 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -22032706.000000 Penalty: 1206.492554
	Iteration 20F: 3 clusters Score -2.203271e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572115 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -22032686.000000 Penalty: 1206.492554
	Iteration 21Q: 3 clusters Score -2.203269e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572067 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -22032690.000000 Penalty: 1206.492554
	Iteration 22Q: 3 clusters Score -2.203269e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572023 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -22032684.000000 Penalty: 1206.492554
	Iteration 23Q: 3 clusters Score -2.203268e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571974 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -22032650.000000 Penalty: 1206.492554
	Iteration 24Q: 3 clusters Score -2.203265e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571918 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -22032656.000000 Penalty: 1206.492554
	Iteration 25Q: 3 clusters Score -2.203266e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571870 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -22032708.000000 Penalty: 1206.492554
	Iteration 26Q: 3 clusters Score -2.203271e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571821 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -22032708.000000 Penalty: 1206.492554
	Iteration 27Q: 3 clusters Score -2.203271e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571764 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -22032696.000000 Penalty: 1206.492554
	Iteration 28Q: 3 clusters Score -2.20327e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571703 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -22032686.000000 Penalty: 1206.492554
	Iteration 29Q: 3 clusters Score -2.203269e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571646 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -22032672.000000 Penalty: 1206.492554
	Iteration 30Q: 3 clusters Score -2.203267e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571594 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -22032710.000000 Penalty: 1206.492554
	Iteration 31Q: 3 clusters Score -2.203271e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571537 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -22032684.000000 Penalty: 1206.492554
	Iteration 32Q: 3 clusters Score -2.203268e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571491 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -22032650.000000 Penalty: 1206.492554
	Iteration 33Q: 3 clusters Score -2.203265e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571450 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -22032654.000000 Penalty: 1206.492554
	Iteration 34Q: 3 clusters Score -2.203265e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571418 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -22032662.000000 Penalty: 1206.492554
	Iteration 35Q: 3 clusters Score -2.203266e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571393 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -22032648.000000 Penalty: 1206.492554
	Iteration 36Q: 3 clusters Score -2.203265e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571373 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -22032618.000000 Penalty: 1206.492554
	Iteration 37Q: 3 clusters Score -2.203262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571362 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -22032618.000000 Penalty: 1206.492554
	Iteration 38Q: 3 clusters Score -2.203262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571351 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -22032632.000000 Penalty: 1206.492554
	Iteration 39Q: 3 clusters Score -2.203263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571343 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -22032668.000000 Penalty: 1206.492554
	Iteration 40F: 3 clusters Score -2.203267e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571316 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -22032660.000000 Penalty: 1206.492554
	Iteration 41Q: 3 clusters Score -2.203266e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571292 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -22032670.000000 Penalty: 1206.492554
	Iteration 42Q: 3 clusters Score -2.203267e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571265 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -22032690.000000 Penalty: 1206.492554
	Iteration 43Q: 3 clusters Score -2.203269e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571250 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -22032694.000000 Penalty: 1206.492554
	Iteration 44Q: 3 clusters Score -2.203269e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571230 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -22032686.000000 Penalty: 1206.492554
	Iteration 45Q: 3 clusters Score -2.203269e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571213 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -22032670.000000 Penalty: 1206.492554
	Iteration 46Q: 3 clusters Score -2.203267e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571200 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -22032674.000000 Penalty: 1206.492554
	Iteration 47Q: 3 clusters Score -2.203267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571188 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -22032692.000000 Penalty: 1206.492554
	Iteration 48Q: 3 clusters Score -2.203269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571182 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -22032682.000000 Penalty: 1206.492554
	Iteration 49Q: 3 clusters Score -2.203268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571180 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -22032674.000000 Penalty: 1206.492554
	Iteration 50Q: 3 clusters Score -2.203267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571177 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -22032694.000000 Penalty: 1206.492554
	Iteration 51Q: 3 clusters Score -2.203269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571174 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -22032690.000000 Penalty: 1206.492554
	Iteration 52Q: 3 clusters Score -2.203269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571171 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -22032684.000000 Penalty: 1206.492554
	Iteration 53Q: 3 clusters Score -2.203268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571171 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -22032684.000000 Penalty: 1206.492554
	Iteration 54F: 3 clusters Score -2.203268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Entering Unmasked Estep 
Score: -103460.882812 Penalty: 362.950714
	Iteration 0F: 2 clusters Score -103460.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -101489.539062 Penalty: 725.901428
	Iteration 0F: 3 clusters Score -101489.5 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -102225.898438 Penalty: 725.901428
	Iteration 1F: 3 clusters Score -102225.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -102352.375000 Penalty: 725.901428
	Iteration 2F: 3 clusters Score -102352.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -102495.718750 Penalty: 725.901428
	Iteration 3F: 3 clusters Score -102495.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -102629.437500 Penalty: 725.901428
	Iteration 4F: 3 clusters Score -102629.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -102745.085938 Penalty: 725.901428
	Iteration 5F: 3 clusters Score -102745.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -102832.796875 Penalty: 725.901428
	Iteration 6Q: 3 clusters Score -102832.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -102908.773438 Penalty: 725.901428
	Iteration 7Q: 3 clusters Score -102908.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -102966.546875 Penalty: 725.901428
	Iteration 8Q: 3 clusters Score -102966.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -103005.890625 Penalty: 725.901428
	Iteration 9Q: 3 clusters Score -103005.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -103039.382812 Penalty: 725.901428
	Iteration 10Q: 3 clusters Score -103039.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -103072.367188 Penalty: 725.901428
	Iteration 11Q: 3 clusters Score -103072.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -103098.578125 Penalty: 725.901428
	Iteration 12Q: 3 clusters Score -103098.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -103118.359375 Penalty: 725.901428
	Iteration 13Q: 3 clusters Score -103118.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -103128.242188 Penalty: 725.901428
	Iteration 14Q: 3 clusters Score -103128.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -103134.421875 Penalty: 725.901428
	Iteration 15Q: 3 clusters Score -103134.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -103142.617188 Penalty: 725.901428
	Iteration 16Q: 3 clusters Score -103142.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -103149.937500 Penalty: 725.901428
	Iteration 17Q: 3 clusters Score -103149.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -103155.453125 Penalty: 725.901428
	Iteration 18Q: 3 clusters Score -103155.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -103162.054688 Penalty: 725.901428
	Iteration 19Q: 3 clusters Score -103162.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -103165.929688 Penalty: 725.901428
	Iteration 20F: 3 clusters Score -103165.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -103173.187500 Penalty: 725.901428
	Iteration 21Q: 3 clusters Score -103173.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -103179.296875 Penalty: 725.901428
	Iteration 22Q: 3 clusters Score -103179.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -103182.882812 Penalty: 725.901428
	Iteration 23Q: 3 clusters Score -103182.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -103185.554688 Penalty: 725.901428
	Iteration 24Q: 3 clusters Score -103185.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -103190.445312 Penalty: 725.901428
	Iteration 25Q: 3 clusters Score -103190.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -103194.179688 Penalty: 725.901428
	Iteration 26Q: 3 clusters Score -103194.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -103197.054688 Penalty: 725.901428
	Iteration 27Q: 3 clusters Score -103197.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -103197.578125 Penalty: 725.901428
	Iteration 28Q: 3 clusters Score -103197.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -103198.882812 Penalty: 725.901428
	Iteration 29Q: 3 clusters Score -103198.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -103199.625000 Penalty: 725.901428
	Iteration 30Q: 3 clusters Score -103199.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -103199.703125 Penalty: 725.901428
	Iteration 31Q: 3 clusters Score -103199.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -103199.726562 Penalty: 725.901428
	Iteration 32Q: 3 clusters Score -103199.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -103199.921875 Penalty: 725.901428
	Iteration 33Q: 3 clusters Score -103199.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -103199.921875 Penalty: 725.901428
	Iteration 34F: 3 clusters Score -103199.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Entering Unmasked Estep 
Score: -824475.562500 Penalty: 455.344757
	Iteration 0F: 2 clusters Score -824475.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -809597.500000 Penalty: 910.689514
	Iteration 0F: 3 clusters Score -809597.5 nChanged 10644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -816233.125000 Penalty: 910.689514
	Iteration 1F: 3 clusters Score -816233.1 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -816723.937500 Penalty: 910.689514
	Iteration 2F: 3 clusters Score -816723.9 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -817186.250000 Penalty: 910.689514
	Iteration 3F: 3 clusters Score -817186.2 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -817619.187500 Penalty: 910.689514
	Iteration 4Q: 3 clusters Score -817619.2 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -818045.437500 Penalty: 910.689514
	Iteration 5Q: 3 clusters Score -818045.4 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -818487.312500 Penalty: 910.689514
	Iteration 6Q: 3 clusters Score -818487.3 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -819035.750000 Penalty: 910.689514
	Iteration 7Q: 3 clusters Score -819035.8 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -819752.437500 Penalty: 910.689514
	Iteration 8Q: 3 clusters Score -819752.4 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -820623.312500 Penalty: 910.689514
	Iteration 9Q: 3 clusters Score -820623.3 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -821305.125000 Penalty: 910.689514
	Iteration 10Q: 3 clusters Score -821305.1 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -821616.250000 Penalty: 910.689514
	Iteration 11Q: 3 clusters Score -821616.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -821801.187500 Penalty: 910.689514
	Iteration 12Q: 3 clusters Score -821801.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -821928.312500 Penalty: 910.689514
	Iteration 13Q: 3 clusters Score -821928.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -822027.250000 Penalty: 910.689514
	Iteration 14Q: 3 clusters Score -822027.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -822108.375000 Penalty: 910.689514
	Iteration 15Q: 3 clusters Score -822108.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -822188.625000 Penalty: 910.689514
	Iteration 16Q: 3 clusters Score -822188.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -822275.312500 Penalty: 910.689514
	Iteration 17Q: 3 clusters Score -822275.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -822352.687500 Penalty: 910.689514
	Iteration 18Q: 3 clusters Score -822352.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -822423.937500 Penalty: 910.689514
	Iteration 19Q: 3 clusters Score -822423.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -822502.500000 Penalty: 910.689514
	Iteration 20F: 3 clusters Score -822502.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -822602.250000 Penalty: 910.689514
	Iteration 21Q: 3 clusters Score -822602.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -822689.062500 Penalty: 910.689514
	Iteration 22Q: 3 clusters Score -822689.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -822777.875000 Penalty: 910.689514
	Iteration 23Q: 3 clusters Score -822777.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -822878.937500 Penalty: 910.689514
	Iteration 24Q: 3 clusters Score -822878.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -822986.687500 Penalty: 910.689514
	Iteration 25Q: 3 clusters Score -822986.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -823096.062500 Penalty: 910.689514
	Iteration 26Q: 3 clusters Score -823096.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -823182.312500 Penalty: 910.689514
	Iteration 27Q: 3 clusters Score -823182.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -823283.812500 Penalty: 910.689514
	Iteration 28Q: 3 clusters Score -823283.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -823385.250000 Penalty: 910.689514
	Iteration 29Q: 3 clusters Score -823385.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -823494.187500 Penalty: 910.689514
	Iteration 30Q: 3 clusters Score -823494.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -823584.812500 Penalty: 910.689514
	Iteration 31Q: 3 clusters Score -823584.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -823666.250000 Penalty: 910.689514
	Iteration 32Q: 3 clusters Score -823666.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -823723.375000 Penalty: 910.689514
	Iteration 33Q: 3 clusters Score -823723.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -823793.187500 Penalty: 910.689514
	Iteration 34Q: 3 clusters Score -823793.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -823848.750000 Penalty: 910.689514
	Iteration 35Q: 3 clusters Score -823848.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -823897.812500 Penalty: 910.689514
	Iteration 36Q: 3 clusters Score -823897.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -823937.375000 Penalty: 910.689514
	Iteration 37Q: 3 clusters Score -823937.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -823969.562500 Penalty: 910.689514
	Iteration 38Q: 3 clusters Score -823969.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -823998.000000 Penalty: 910.689514
	Iteration 39Q: 3 clusters Score -823998 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -824022.312500 Penalty: 910.689514
	Iteration 40F: 3 clusters Score -824022.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -824032.000000 Penalty: 910.689514
	Iteration 41Q: 3 clusters Score -824032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -824041.312500 Penalty: 910.689514
	Iteration 42Q: 3 clusters Score -824041.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -824050.437500 Penalty: 910.689514
	Iteration 43Q: 3 clusters Score -824050.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -824055.000000 Penalty: 910.689514
	Iteration 44Q: 3 clusters Score -824055 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -824059.812500 Penalty: 910.689514
	Iteration 45Q: 3 clusters Score -824059.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -824062.312500 Penalty: 910.689514
	Iteration 46Q: 3 clusters Score -824062.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -824065.375000 Penalty: 910.689514
	Iteration 47Q: 3 clusters Score -824065.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -824066.625000 Penalty: 910.689514
	Iteration 48Q: 3 clusters Score -824066.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -824068.375000 Penalty: 910.689514
	Iteration 49Q: 3 clusters Score -824068.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -824069.750000 Penalty: 910.689514
	Iteration 50Q: 3 clusters Score -824069.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -824073.187500 Penalty: 910.689514
	Iteration 51Q: 3 clusters Score -824073.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -824072.750000 Penalty: 910.689514
	Iteration 52Q: 3 clusters Score -824072.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -824074.375000 Penalty: 910.689514
	Iteration 53Q: 3 clusters Score -824074.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -824076.625000 Penalty: 910.689514
	Iteration 54Q: 3 clusters Score -824076.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -824077.812500 Penalty: 910.689514
	Iteration 55Q: 3 clusters Score -824077.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -824080.062500 Penalty: 910.689514
	Iteration 56Q: 3 clusters Score -824080.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -824081.562500 Penalty: 910.689514
	Iteration 57Q: 3 clusters Score -824081.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -824080.312500 Penalty: 910.689514
	Iteration 58Q: 3 clusters Score -824080.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -824083.000000 Penalty: 910.689514
	Iteration 59Q: 3 clusters Score -824083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -824085.062500 Penalty: 910.689514
	Iteration 60F: 3 clusters Score -824085.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -824087.437500 Penalty: 910.689514
	Iteration 61Q: 3 clusters Score -824087.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -824091.312500 Penalty: 910.689514
	Iteration 62Q: 3 clusters Score -824091.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -824092.062500 Penalty: 910.689514
	Iteration 63Q: 3 clusters Score -824092.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -824094.125000 Penalty: 910.689514
	Iteration 64Q: 3 clusters Score -824094.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -824096.312500 Penalty: 910.689514
	Iteration 65Q: 3 clusters Score -824096.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -824097.437500 Penalty: 910.689514
	Iteration 66Q: 3 clusters Score -824097.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -824099.250000 Penalty: 910.689514
	Iteration 67Q: 3 clusters Score -824099.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -824100.875000 Penalty: 910.689514
	Iteration 68Q: 3 clusters Score -824100.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -824102.750000 Penalty: 910.689514
	Iteration 69Q: 3 clusters Score -824102.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -824104.250000 Penalty: 910.689514
	Iteration 70Q: 3 clusters Score -824104.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -824104.125000 Penalty: 910.689514
	Iteration 71Q: 3 clusters Score -824104.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -824105.375000 Penalty: 910.689514
	Iteration 72Q: 3 clusters Score -824105.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -824106.187500 Penalty: 910.689514
	Iteration 73Q: 3 clusters Score -824106.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -824110.500000 Penalty: 910.689514
	Iteration 74Q: 3 clusters Score -824110.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -824111.125000 Penalty: 910.689514
	Iteration 75Q: 3 clusters Score -824111.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -824111.750000 Penalty: 910.689514
	Iteration 76Q: 3 clusters Score -824111.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -824112.312500 Penalty: 910.689514
	Iteration 77Q: 3 clusters Score -824112.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -824115.062500 Penalty: 910.689514
	Iteration 78Q: 3 clusters Score -824115.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -824115.000000 Penalty: 910.689514
	Iteration 79Q: 3 clusters Score -824115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -824115.750000 Penalty: 910.689514
	Iteration 80F: 3 clusters Score -824115.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -824115.312500 Penalty: 910.689514
	Iteration 81Q: 3 clusters Score -824115.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -824115.562500 Penalty: 910.689514
	Iteration 82Q: 3 clusters Score -824115.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -824116.562500 Penalty: 910.689514
	Iteration 83Q: 3 clusters Score -824116.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -824115.500000 Penalty: 910.689514
	Iteration 84Q: 3 clusters Score -824115.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -824117.125000 Penalty: 910.689514
	Iteration 85Q: 3 clusters Score -824117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -824115.812500 Penalty: 910.689514
	Iteration 86Q: 3 clusters Score -824115.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -824115.812500 Penalty: 910.689514
	Iteration 87F: 3 clusters Score -824115.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 3493 members 
Mstep: Class 4 contains 1765 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 8025 members 
Mstep: Class 7 contains 10900 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 5078 members 
Mstep: Class 12 contains 1681 members 
Mstep: Class 13 contains 6250 members 
Mstep: Class 14 contains 9776 members 
Mstep: Class 15 contains 8863 members 
Mstep: Class 16 contains 10978 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 599299 members 
Mstep: Class 19 contains 6923 members 
Mstep: Class 20 contains 1938 members 
Mstep: Class 21 contains 10018 members 
Mstep: Class 22 contains 20304 members 
Mstep: Class 23 contains 967 members 
Mstep: Class 24 contains 2677 members 
Mstep: Class 25 contains 2966 members 
Mstep: Class 26 contains 14521 members 
Mstep: Class 27 contains 572725 members 
Mstep: Class 28 contains 2913 members 
Mstep: Class 29 contains 22194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50365300.000000 Penalty: 23810.361328
Iteration 79Q: 38 clusters Score -5.03653e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1503 members 
Mstep: Class 3 contains 3319 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 7348 members 
Mstep: Class 6 contains 8033 members 
Mstep: Class 7 contains 11158 members 
Mstep: Class 8 contains 17428 members 
Mstep: Class 9 contains 3962 members 
Mstep: Class 10 contains 1966 members 
Mstep: Class 11 contains 5544 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 9822 members 
Mstep: Class 15 contains 8996 members 
Mstep: Class 16 contains 11011 members 
Mstep: Class 17 contains 3692 members 
Mstep: Class 18 contains 600310 members 
Mstep: Class 19 contains 6873 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 10064 members 
Mstep: Class 22 contains 20379 members 
Mstep: Class 23 contains 964 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 3109 members 
Mstep: Class 26 contains 14456 members 
Mstep: Class 27 contains 572531 members 
Mstep: Class 28 contains 2926 members 
Mstep: Class 29 contains 22197 members 
Mstep: Class 30 contains 5991 members 
Mstep: Class 31 contains 4720 members 
Mstep: Class 32 contains 992 members 
Mstep: Class 33 contains 1474 members 
Mstep: Class 34 contains 5172 members 
Mstep: Class 35 contains 1651 members 
Mstep: Class 36 contains 1323 members 
Mstep: Class 37 contains 4098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50369152.000000 Penalty: 23810.361328
Iteration 80F: 38 clusters Score -5.036915e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1533 members 
Mstep: Class 3 contains 3214 members 
Mstep: Class 4 contains 1773 members 
Mstep: Class 5 contains 7360 members 
Mstep: Class 6 contains 8009 members 
Mstep: Class 7 contains 11209 members 
Mstep: Class 8 contains 17745 members 
Mstep: Class 9 contains 3976 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 5871 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 6136 members 
Mstep: Class 14 contains 9827 members 
Mstep: Class 15 contains 9054 members 
Mstep: Class 16 contains 11040 members 
Mstep: Class 17 contains 3687 members 
Mstep: Class 18 contains 599358 members 
Mstep: Class 19 contains 6820 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 9983 members 
Mstep: Class 22 contains 20344 members 
Mstep: Class 23 contains 944 members 
Mstep: Class 24 contains 2705 members 
Mstep: Class 25 contains 3179 members 
Mstep: Class 26 contains 14384 members 
Mstep: Class 27 contains 572259 members 
Mstep: Class 28 contains 2902 members 
Mstep: Class 29 contains 22152 members 
Mstep: Class 30 contains 6095 members 
Mstep: Class 31 contains 5010 members 
Mstep: Class 32 contains 1073 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 5517 members 
Mstep: Class 35 contains 1636 members 
Mstep: Class 36 contains 1306 members 
Mstep: Class 37 contains 4127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50370492.000000 Penalty: 23810.361328
Iteration 81Q: 38 clusters Score -5.037049e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1569 members 
Mstep: Class 3 contains 3151 members 
Mstep: Class 4 contains 1800 members 
Mstep: Class 5 contains 7375 members 
Mstep: Class 6 contains 7999 members 
Mstep: Class 7 contains 11247 members 
Mstep: Class 8 contains 17853 members 
Mstep: Class 9 contains 3995 members 
Mstep: Class 10 contains 1898 members 
Mstep: Class 11 contains 6137 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 6059 members 
Mstep: Class 14 contains 9859 members 
Mstep: Class 15 contains 9175 members 
Mstep: Class 16 contains 11078 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 598505 members 
Mstep: Class 19 contains 6797 members 
Mstep: Class 20 contains 1945 members 
Mstep: Class 21 contains 9930 members 
Mstep: Class 22 contains 20327 members 
Mstep: Class 23 contains 925 members 
Mstep: Class 24 contains 2592 members 
Mstep: Class 25 contains 3235 members 
Mstep: Class 26 contains 14289 members 
Mstep: Class 27 contains 572027 members 
Mstep: Class 28 contains 2887 members 
Mstep: Class 29 contains 22129 members 
Mstep: Class 30 contains 6177 members 
Mstep: Class 31 contains 5212 members 
Mstep: Class 32 contains 1138 members 
Mstep: Class 33 contains 1830 members 
Mstep: Class 34 contains 5874 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 1308 members 
Mstep: Class 37 contains 4119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50371336.000000 Penalty: 23810.361328
Iteration 82Q: 38 clusters Score -5.037134e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1612 members 
Mstep: Class 3 contains 3124 members 
Mstep: Class 4 contains 1828 members 
Mstep: Class 5 contains 7399 members 
Mstep: Class 6 contains 7990 members 
Mstep: Class 7 contains 11241 members 
Mstep: Class 8 contains 17909 members 
Mstep: Class 9 contains 3997 members 
Mstep: Class 10 contains 1905 members 
Mstep: Class 11 contains 6327 members 
Mstep: Class 12 contains 1717 members 
Mstep: Class 13 contains 6001 members 
Mstep: Class 14 contains 9890 members 
Mstep: Class 15 contains 9331 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 3703 members 
Mstep: Class 18 contains 597712 members 
Mstep: Class 19 contains 6778 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 9900 members 
Mstep: Class 22 contains 20335 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 2510 members 
Mstep: Class 25 contains 3285 members 
Mstep: Class 26 contains 14213 members 
Mstep: Class 27 contains 571830 members 
Mstep: Class 28 contains 2863 members 
Mstep: Class 29 contains 22113 members 
Mstep: Class 30 contains 6228 members 
Mstep: Class 31 contains 5380 members 
Mstep: Class 32 contains 1194 members 
Mstep: Class 33 contains 1947 members 
Mstep: Class 34 contains 6160 members 
Mstep: Class 35 contains 1640 members 
Mstep: Class 36 contains 1335 members 
Mstep: Class 37 contains 4101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50371856.000000 Penalty: 23810.361328
Iteration 83Q: 38 clusters Score -5.037186e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1645 members 
Mstep: Class 3 contains 3099 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 7416 members 
Mstep: Class 6 contains 8006 members 
Mstep: Class 7 contains 11229 members 
Mstep: Class 8 contains 17940 members 
Mstep: Class 9 contains 4002 members 
Mstep: Class 10 contains 1925 members 
Mstep: Class 11 contains 6483 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 5942 members 
Mstep: Class 14 contains 9913 members 
Mstep: Class 15 contains 9464 members 
Mstep: Class 16 contains 11163 members 
Mstep: Class 17 contains 3706 members 
Mstep: Class 18 contains 597096 members 
Mstep: Class 19 contains 6765 members 
Mstep: Class 20 contains 1967 members 
Mstep: Class 21 contains 9870 members 
Mstep: Class 22 contains 20342 members 
Mstep: Class 23 contains 919 members 
Mstep: Class 24 contains 2424 members 
Mstep: Class 25 contains 3330 members 
Mstep: Class 26 contains 14151 members 
Mstep: Class 27 contains 571625 members 
Mstep: Class 28 contains 2839 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 6255 members 
Mstep: Class 31 contains 5538 members 
Mstep: Class 32 contains 1246 members 
Mstep: Class 33 contains 2061 members 
Mstep: Class 34 contains 6387 members 
Mstep: Class 35 contains 1654 members 
Mstep: Class 36 contains 1354 members 
Mstep: Class 37 contains 4078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372120.000000 Penalty: 23810.361328
Iteration 84Q: 38 clusters Score -5.037212e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1680 members 
Mstep: Class 3 contains 3079 members 
Mstep: Class 4 contains 1842 members 
Mstep: Class 5 contains 7422 members 
Mstep: Class 6 contains 8021 members 
Mstep: Class 7 contains 11219 members 
Mstep: Class 8 contains 17973 members 
Mstep: Class 9 contains 4003 members 
Mstep: Class 10 contains 1939 members 
Mstep: Class 11 contains 6601 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 5893 members 
Mstep: Class 14 contains 9935 members 
Mstep: Class 15 contains 9585 members 
Mstep: Class 16 contains 11217 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 18 contains 596562 members 
Mstep: Class 19 contains 6759 members 
Mstep: Class 20 contains 1990 members 
Mstep: Class 21 contains 9841 members 
Mstep: Class 22 contains 20337 members 
Mstep: Class 23 contains 916 members 
Mstep: Class 24 contains 2357 members 
Mstep: Class 25 contains 3361 members 
Mstep: Class 26 contains 14114 members 
Mstep: Class 27 contains 571449 members 
Mstep: Class 28 contains 2814 members 
Mstep: Class 29 contains 22070 members 
Mstep: Class 30 contains 6276 members 
Mstep: Class 31 contains 5680 members 
Mstep: Class 32 contains 1276 members 
Mstep: Class 33 contains 2145 members 
Mstep: Class 34 contains 6581 members 
Mstep: Class 35 contains 1674 members 
Mstep: Class 36 contains 1356 members 
Mstep: Class 37 contains 4081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372252.000000 Penalty: 23810.361328
Iteration 85Q: 38 clusters Score -5.037225e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1705 members 
Mstep: Class 3 contains 3060 members 
Mstep: Class 4 contains 1841 members 
Mstep: Class 5 contains 7407 members 
Mstep: Class 6 contains 8030 members 
Mstep: Class 7 contains 11212 members 
Mstep: Class 8 contains 17989 members 
Mstep: Class 9 contains 3994 members 
Mstep: Class 10 contains 1955 members 
Mstep: Class 11 contains 6691 members 
Mstep: Class 12 contains 1734 members 
Mstep: Class 13 contains 5869 members 
Mstep: Class 14 contains 9956 members 
Mstep: Class 15 contains 9704 members 
Mstep: Class 16 contains 11270 members 
Mstep: Class 17 contains 3708 members 
Mstep: Class 18 contains 596130 members 
Mstep: Class 19 contains 6753 members 
Mstep: Class 20 contains 2003 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 20345 members 
Mstep: Class 23 contains 907 members 
Mstep: Class 24 contains 2296 members 
Mstep: Class 25 contains 3395 members 
Mstep: Class 26 contains 14074 members 
Mstep: Class 27 contains 571349 members 
Mstep: Class 28 contains 2799 members 
Mstep: Class 29 contains 22044 members 
Mstep: Class 30 contains 6299 members 
Mstep: Class 31 contains 5804 members 
Mstep: Class 32 contains 1288 members 
Mstep: Class 33 contains 2211 members 
Mstep: Class 34 contains 6706 members 
Mstep: Class 35 contains 1690 members 
Mstep: Class 36 contains 1356 members 
Mstep: Class 37 contains 4085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372316.000000 Penalty: 23810.361328
Iteration 86Q: 38 clusters Score -5.037232e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1733 members 
Mstep: Class 3 contains 3047 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 7394 members 
Mstep: Class 6 contains 8038 members 
Mstep: Class 7 contains 11192 members 
Mstep: Class 8 contains 17980 members 
Mstep: Class 9 contains 3979 members 
Mstep: Class 10 contains 1970 members 
Mstep: Class 11 contains 6759 members 
Mstep: Class 12 contains 1749 members 
Mstep: Class 13 contains 5854 members 
Mstep: Class 14 contains 9973 members 
Mstep: Class 15 contains 9800 members 
Mstep: Class 16 contains 11327 members 
Mstep: Class 17 contains 3706 members 
Mstep: Class 18 contains 595804 members 
Mstep: Class 19 contains 6748 members 
Mstep: Class 20 contains 2023 members 
Mstep: Class 21 contains 9819 members 
Mstep: Class 22 contains 20344 members 
Mstep: Class 23 contains 903 members 
Mstep: Class 24 contains 2244 members 
Mstep: Class 25 contains 3424 members 
Mstep: Class 26 contains 14065 members 
Mstep: Class 27 contains 571233 members 
Mstep: Class 28 contains 2782 members 
Mstep: Class 29 contains 22017 members 
Mstep: Class 30 contains 6316 members 
Mstep: Class 31 contains 5926 members 
Mstep: Class 32 contains 1299 members 
Mstep: Class 33 contains 2270 members 
Mstep: Class 34 contains 6807 members 
Mstep: Class 35 contains 1702 members 
Mstep: Class 36 contains 1339 members 
Mstep: Class 37 contains 4083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372380.000000 Penalty: 23810.361328
Iteration 87Q: 38 clusters Score -5.037238e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1751 members 
Mstep: Class 3 contains 3027 members 
Mstep: Class 4 contains 1851 members 
Mstep: Class 5 contains 7378 members 
Mstep: Class 6 contains 8049 members 
Mstep: Class 7 contains 11155 members 
Mstep: Class 8 contains 17972 members 
Mstep: Class 9 contains 3970 members 
Mstep: Class 10 contains 1976 members 
Mstep: Class 11 contains 6813 members 
Mstep: Class 12 contains 1759 members 
Mstep: Class 13 contains 5844 members 
Mstep: Class 14 contains 9989 members 
Mstep: Class 15 contains 9887 members 
Mstep: Class 16 contains 11386 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 595548 members 
Mstep: Class 19 contains 6752 members 
Mstep: Class 20 contains 2037 members 
Mstep: Class 21 contains 9821 members 
Mstep: Class 22 contains 20341 members 
Mstep: Class 23 contains 887 members 
Mstep: Class 24 contains 2187 members 
Mstep: Class 25 contains 3459 members 
Mstep: Class 26 contains 14042 members 
Mstep: Class 27 contains 571132 members 
Mstep: Class 28 contains 2774 members 
Mstep: Class 29 contains 22005 members 
Mstep: Class 30 contains 6332 members 
Mstep: Class 31 contains 6022 members 
Mstep: Class 32 contains 1314 members 
Mstep: Class 33 contains 2323 members 
Mstep: Class 34 contains 6895 members 
Mstep: Class 35 contains 1710 members 
Mstep: Class 36 contains 1325 members 
Mstep: Class 37 contains 4081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372468.000000 Penalty: 23810.361328
Iteration 88Q: 38 clusters Score -5.037247e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1764 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 1848 members 
Mstep: Class 5 contains 7368 members 
Mstep: Class 6 contains 8055 members 
Mstep: Class 7 contains 11119 members 
Mstep: Class 8 contains 17974 members 
Mstep: Class 9 contains 3960 members 
Mstep: Class 10 contains 1984 members 
Mstep: Class 11 contains 6851 members 
Mstep: Class 12 contains 1767 members 
Mstep: Class 13 contains 5836 members 
Mstep: Class 14 contains 10005 members 
Mstep: Class 15 contains 9994 members 
Mstep: Class 16 contains 11448 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 595312 members 
Mstep: Class 19 contains 6752 members 
Mstep: Class 20 contains 2044 members 
Mstep: Class 21 contains 9820 members 
Mstep: Class 22 contains 20334 members 
Mstep: Class 23 contains 886 members 
Mstep: Class 24 contains 2138 members 
Mstep: Class 25 contains 3479 members 
Mstep: Class 26 contains 14037 members 
Mstep: Class 27 contains 571027 members 
Mstep: Class 28 contains 2774 members 
Mstep: Class 29 contains 21993 members 
Mstep: Class 30 contains 6340 members 
Mstep: Class 31 contains 6109 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 2368 members 
Mstep: Class 34 contains 6971 members 
Mstep: Class 35 contains 1721 members 
Mstep: Class 36 contains 1310 members 
Mstep: Class 37 contains 4084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372560.000000 Penalty: 23810.361328
Iteration 89Q: 38 clusters Score -5.037256e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 2980 members 
Mstep: Class 4 contains 1844 members 
Mstep: Class 5 contains 7363 members 
Mstep: Class 6 contains 8065 members 
Mstep: Class 7 contains 11095 members 
Mstep: Class 8 contains 17980 members 
Mstep: Class 9 contains 3951 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 6886 members 
Mstep: Class 12 contains 1776 members 
Mstep: Class 13 contains 5832 members 
Mstep: Class 14 contains 10007 members 
Mstep: Class 15 contains 10087 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 3702 members 
Mstep: Class 18 contains 595098 members 
Mstep: Class 19 contains 6754 members 
Mstep: Class 20 contains 2047 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 20337 members 
Mstep: Class 23 contains 880 members 
Mstep: Class 24 contains 2100 members 
Mstep: Class 25 contains 3493 members 
Mstep: Class 26 contains 14016 members 
Mstep: Class 27 contains 570944 members 
Mstep: Class 28 contains 2773 members 
Mstep: Class 29 contains 21991 members 
Mstep: Class 30 contains 6348 members 
Mstep: Class 31 contains 6168 members 
Mstep: Class 32 contains 1329 members 
Mstep: Class 33 contains 2420 members 
Mstep: Class 34 contains 7040 members 
Mstep: Class 35 contains 1736 members 
Mstep: Class 36 contains 1297 members 
Mstep: Class 37 contains 4087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372692.000000 Penalty: 23810.361328
Iteration 90Q: 38 clusters Score -5.037269e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1784 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 1830 members 
Mstep: Class 5 contains 7365 members 
Mstep: Class 6 contains 8072 members 
Mstep: Class 7 contains 11087 members 
Mstep: Class 8 contains 17963 members 
Mstep: Class 9 contains 3946 members 
Mstep: Class 10 contains 1998 members 
Mstep: Class 11 contains 6908 members 
Mstep: Class 12 contains 1782 members 
Mstep: Class 13 contains 5817 members 
Mstep: Class 14 contains 10019 members 
Mstep: Class 15 contains 10189 members 
Mstep: Class 16 contains 11564 members 
Mstep: Class 17 contains 3703 members 
Mstep: Class 18 contains 594912 members 
Mstep: Class 19 contains 6752 members 
Mstep: Class 20 contains 2048 members 
Mstep: Class 21 contains 9799 members 
Mstep: Class 22 contains 20345 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 2068 members 
Mstep: Class 25 contains 3503 members 
Mstep: Class 26 contains 13995 members 
Mstep: Class 27 contains 570879 members 
Mstep: Class 28 contains 2777 members 
Mstep: Class 29 contains 21986 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 6222 members 
Mstep: Class 32 contains 1337 members 
Mstep: Class 33 contains 2458 members 
Mstep: Class 34 contains 7092 members 
Mstep: Class 35 contains 1764 members 
Mstep: Class 36 contains 1282 members 
Mstep: Class 37 contains 4083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372796.000000 Penalty: 23810.361328
Iteration 91Q: 38 clusters Score -5.03728e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1790 members 
Mstep: Class 3 contains 2923 members 
Mstep: Class 4 contains 1821 members 
Mstep: Class 5 contains 7360 members 
Mstep: Class 6 contains 8079 members 
Mstep: Class 7 contains 11079 members 
Mstep: Class 8 contains 17962 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 6921 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 5799 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 10285 members 
Mstep: Class 16 contains 11619 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 594737 members 
Mstep: Class 19 contains 6750 members 
Mstep: Class 20 contains 2053 members 
Mstep: Class 21 contains 9792 members 
Mstep: Class 22 contains 20361 members 
Mstep: Class 23 contains 869 members 
Mstep: Class 24 contains 2042 members 
Mstep: Class 25 contains 3522 members 
Mstep: Class 26 contains 13969 members 
Mstep: Class 27 contains 570811 members 
Mstep: Class 28 contains 2775 members 
Mstep: Class 29 contains 21977 members 
Mstep: Class 30 contains 6366 members 
Mstep: Class 31 contains 6277 members 
Mstep: Class 32 contains 1334 members 
Mstep: Class 33 contains 2484 members 
Mstep: Class 34 contains 7131 members 
Mstep: Class 35 contains 1784 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 4082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372844.000000 Penalty: 23810.361328
Iteration 92Q: 38 clusters Score -5.037284e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1804 members 
Mstep: Class 3 contains 2905 members 
Mstep: Class 4 contains 1801 members 
Mstep: Class 5 contains 7359 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 11070 members 
Mstep: Class 8 contains 17951 members 
Mstep: Class 9 contains 3933 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 6936 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 5789 members 
Mstep: Class 14 contains 10037 members 
Mstep: Class 15 contains 10384 members 
Mstep: Class 16 contains 11669 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 18 contains 594571 members 
Mstep: Class 19 contains 6746 members 
Mstep: Class 20 contains 2060 members 
Mstep: Class 21 contains 9788 members 
Mstep: Class 22 contains 20377 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 3538 members 
Mstep: Class 26 contains 13937 members 
Mstep: Class 27 contains 570780 members 
Mstep: Class 28 contains 2769 members 
Mstep: Class 29 contains 21965 members 
Mstep: Class 30 contains 6378 members 
Mstep: Class 31 contains 6320 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 2513 members 
Mstep: Class 34 contains 7166 members 
Mstep: Class 35 contains 1799 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 4083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372884.000000 Penalty: 23810.361328
Iteration 93Q: 38 clusters Score -5.037288e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 2896 members 
Mstep: Class 4 contains 1775 members 
Mstep: Class 5 contains 7357 members 
Mstep: Class 6 contains 8073 members 
Mstep: Class 7 contains 11072 members 
Mstep: Class 8 contains 17946 members 
Mstep: Class 9 contains 3921 members 
Mstep: Class 10 contains 2047 members 
Mstep: Class 11 contains 6942 members 
Mstep: Class 12 contains 1821 members 
Mstep: Class 13 contains 5770 members 
Mstep: Class 14 contains 10046 members 
Mstep: Class 15 contains 10473 members 
Mstep: Class 16 contains 11720 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 594414 members 
Mstep: Class 19 contains 6745 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 9786 members 
Mstep: Class 22 contains 20391 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 3550 members 
Mstep: Class 26 contains 13899 members 
Mstep: Class 27 contains 570748 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 21956 members 
Mstep: Class 30 contains 6394 members 
Mstep: Class 31 contains 6355 members 
Mstep: Class 32 contains 1311 members 
Mstep: Class 33 contains 2522 members 
Mstep: Class 34 contains 7205 members 
Mstep: Class 35 contains 1806 members 
Mstep: Class 36 contains 1255 members 
Mstep: Class 37 contains 4084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372988.000000 Penalty: 23810.361328
Iteration 94Q: 38 clusters Score -5.037299e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1843 members 
Mstep: Class 3 contains 2887 members 
Mstep: Class 4 contains 1761 members 
Mstep: Class 5 contains 7356 members 
Mstep: Class 6 contains 8074 members 
Mstep: Class 7 contains 11065 members 
Mstep: Class 8 contains 17941 members 
Mstep: Class 9 contains 3910 members 
Mstep: Class 10 contains 2062 members 
Mstep: Class 11 contains 6946 members 
Mstep: Class 12 contains 1836 members 
Mstep: Class 13 contains 5763 members 
Mstep: Class 14 contains 10048 members 
Mstep: Class 15 contains 10546 members 
Mstep: Class 16 contains 11771 members 
Mstep: Class 17 contains 3725 members 
Mstep: Class 18 contains 594278 members 
Mstep: Class 19 contains 6746 members 
Mstep: Class 20 contains 2064 members 
Mstep: Class 21 contains 9787 members 
Mstep: Class 22 contains 20386 members 
Mstep: Class 23 contains 862 members 
Mstep: Class 24 contains 1978 members 
Mstep: Class 25 contains 3565 members 
Mstep: Class 26 contains 13857 members 
Mstep: Class 27 contains 570706 members 
Mstep: Class 28 contains 2762 members 
Mstep: Class 29 contains 21952 members 
Mstep: Class 30 contains 6399 members 
Mstep: Class 31 contains 6421 members 
Mstep: Class 32 contains 1296 members 
Mstep: Class 33 contains 2540 members 
Mstep: Class 34 contains 7227 members 
Mstep: Class 35 contains 1811 members 
Mstep: Class 36 contains 1256 members 
Mstep: Class 37 contains 4080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372884.000000 Penalty: 23810.361328
Iteration 95Q: 38 clusters Score -5.037288e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1862 members 
Mstep: Class 3 contains 2880 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 7353 members 
Mstep: Class 6 contains 8077 members 
Mstep: Class 7 contains 11050 members 
Mstep: Class 8 contains 17925 members 
Mstep: Class 9 contains 3906 members 
Mstep: Class 10 contains 2073 members 
Mstep: Class 11 contains 6951 members 
Mstep: Class 12 contains 1845 members 
Mstep: Class 13 contains 5751 members 
Mstep: Class 14 contains 10052 members 
Mstep: Class 15 contains 10606 members 
Mstep: Class 16 contains 11814 members 
Mstep: Class 17 contains 3733 members 
Mstep: Class 18 contains 594201 members 
Mstep: Class 19 contains 6743 members 
Mstep: Class 20 contains 2062 members 
Mstep: Class 21 contains 9784 members 
Mstep: Class 22 contains 20373 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 1965 members 
Mstep: Class 25 contains 3578 members 
Mstep: Class 26 contains 13832 members 
Mstep: Class 27 contains 570678 members 
Mstep: Class 28 contains 2762 members 
Mstep: Class 29 contains 21950 members 
Mstep: Class 30 contains 6401 members 
Mstep: Class 31 contains 6470 members 
Mstep: Class 32 contains 1289 members 
Mstep: Class 33 contains 2550 members 
Mstep: Class 34 contains 7241 members 
Mstep: Class 35 contains 1817 members 
Mstep: Class 36 contains 1254 members 
Mstep: Class 37 contains 4078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372996.000000 Penalty: 23810.361328
Iteration 96Q: 38 clusters Score -5.0373e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1873 members 
Mstep: Class 3 contains 2873 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 7351 members 
Mstep: Class 6 contains 8077 members 
Mstep: Class 7 contains 11038 members 
Mstep: Class 8 contains 17913 members 
Mstep: Class 9 contains 3900 members 
Mstep: Class 10 contains 2086 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 1850 members 
Mstep: Class 13 contains 5744 members 
Mstep: Class 14 contains 10054 members 
Mstep: Class 15 contains 10671 members 
Mstep: Class 16 contains 11851 members 
Mstep: Class 17 contains 3735 members 
Mstep: Class 18 contains 594127 members 
Mstep: Class 19 contains 6740 members 
Mstep: Class 20 contains 2060 members 
Mstep: Class 21 contains 9786 members 
Mstep: Class 22 contains 20366 members 
Mstep: Class 23 contains 859 members 
Mstep: Class 24 contains 1955 members 
Mstep: Class 25 contains 3585 members 
Mstep: Class 26 contains 13802 members 
Mstep: Class 27 contains 570660 members 
Mstep: Class 28 contains 2765 members 
Mstep: Class 29 contains 21950 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 6493 members 
Mstep: Class 32 contains 1279 members 
Mstep: Class 33 contains 2565 members 
Mstep: Class 34 contains 7259 members 
Mstep: Class 35 contains 1823 members 
Mstep: Class 36 contains 1256 members 
Mstep: Class 37 contains 4072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372988.000000 Penalty: 23810.361328
Iteration 97Q: 38 clusters Score -5.037299e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1884 members 
Mstep: Class 3 contains 2874 members 
Mstep: Class 4 contains 1709 members 
Mstep: Class 5 contains 7347 members 
Mstep: Class 6 contains 8078 members 
Mstep: Class 7 contains 11028 members 
Mstep: Class 8 contains 17897 members 
Mstep: Class 9 contains 3889 members 
Mstep: Class 10 contains 2098 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 1853 members 
Mstep: Class 13 contains 5738 members 
Mstep: Class 14 contains 10064 members 
Mstep: Class 15 contains 10722 members 
Mstep: Class 16 contains 11877 members 
Mstep: Class 17 contains 3736 members 
Mstep: Class 18 contains 594081 members 
Mstep: Class 19 contains 6739 members 
Mstep: Class 20 contains 2061 members 
Mstep: Class 21 contains 9783 members 
Mstep: Class 22 contains 20352 members 
Mstep: Class 23 contains 861 members 
Mstep: Class 24 contains 1942 members 
Mstep: Class 25 contains 3592 members 
Mstep: Class 26 contains 13768 members 
Mstep: Class 27 contains 570653 members 
Mstep: Class 28 contains 2767 members 
Mstep: Class 29 contains 21954 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 1274 members 
Mstep: Class 33 contains 2575 members 
Mstep: Class 34 contains 7281 members 
Mstep: Class 35 contains 1822 members 
Mstep: Class 36 contains 1248 members 
Mstep: Class 37 contains 4069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373064.000000 Penalty: 23810.361328
Iteration 98Q: 38 clusters Score -5.037306e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1894 members 
Mstep: Class 3 contains 2872 members 
Mstep: Class 4 contains 1695 members 
Mstep: Class 5 contains 7346 members 
Mstep: Class 6 contains 8075 members 
Mstep: Class 7 contains 11031 members 
Mstep: Class 8 contains 17881 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 2110 members 
Mstep: Class 11 contains 6966 members 
Mstep: Class 12 contains 1861 members 
Mstep: Class 13 contains 5732 members 
Mstep: Class 14 contains 10070 members 
Mstep: Class 15 contains 10769 members 
Mstep: Class 16 contains 11900 members 
Mstep: Class 17 contains 3736 members 
Mstep: Class 18 contains 594025 members 
Mstep: Class 19 contains 6739 members 
Mstep: Class 20 contains 2060 members 
Mstep: Class 21 contains 9781 members 
Mstep: Class 22 contains 20336 members 
Mstep: Class 23 contains 862 members 
Mstep: Class 24 contains 1930 members 
Mstep: Class 25 contains 3598 members 
Mstep: Class 26 contains 13725 members 
Mstep: Class 27 contains 570670 members 
Mstep: Class 28 contains 2767 members 
Mstep: Class 29 contains 21960 members 
Mstep: Class 30 contains 6410 members 
Mstep: Class 31 contains 6545 members 
Mstep: Class 32 contains 1263 members 
Mstep: Class 33 contains 2583 members 
Mstep: Class 34 contains 7299 members 
Mstep: Class 35 contains 1826 members 
Mstep: Class 36 contains 1246 members 
Mstep: Class 37 contains 4063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372976.000000 Penalty: 23810.361328
Iteration 99Q: 38 clusters Score -5.037298e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1910 members 
Mstep: Class 3 contains 2859 members 
Mstep: Class 4 contains 1677 members 
Mstep: Class 5 contains 7349 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 11028 members 
Mstep: Class 8 contains 17864 members 
Mstep: Class 9 contains 3874 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 6973 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 5724 members 
Mstep: Class 14 contains 10076 members 
Mstep: Class 15 contains 10821 members 
Mstep: Class 16 contains 11915 members 
Mstep: Class 17 contains 3736 members 
Mstep: Class 18 contains 593967 members 
Mstep: Class 19 contains 6738 members 
Mstep: Class 20 contains 2059 members 
Mstep: Class 21 contains 9783 members 
Mstep: Class 22 contains 20328 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 1921 members 
Mstep: Class 25 contains 3603 members 
Mstep: Class 26 contains 13691 members 
Mstep: Class 27 contains 570674 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 21961 members 
Mstep: Class 30 contains 6411 members 
Mstep: Class 31 contains 6572 members 
Mstep: Class 32 contains 1254 members 
Mstep: Class 33 contains 2588 members 
Mstep: Class 34 contains 7308 members 
Mstep: Class 35 contains 1840 members 
Mstep: Class 36 contains 1247 members 
Mstep: Class 37 contains 4059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373128.000000 Penalty: 23810.361328
Iteration 100F: 38 clusters Score -5.037313e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1915 members 
Mstep: Class 3 contains 2853 members 
Mstep: Class 4 contains 1659 members 
Mstep: Class 5 contains 7355 members 
Mstep: Class 6 contains 8077 members 
Mstep: Class 7 contains 11015 members 
Mstep: Class 8 contains 17855 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 2135 members 
Mstep: Class 11 contains 6981 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 5720 members 
Mstep: Class 14 contains 10077 members 
Mstep: Class 15 contains 10850 members 
Mstep: Class 16 contains 11911 members 
Mstep: Class 17 contains 3736 members 
Mstep: Class 18 contains 593939 members 
Mstep: Class 19 contains 6725 members 
Mstep: Class 20 contains 2060 members 
Mstep: Class 21 contains 9774 members 
Mstep: Class 22 contains 20296 members 
Mstep: Class 23 contains 864 members 
Mstep: Class 24 contains 1905 members 
Mstep: Class 25 contains 3608 members 
Mstep: Class 26 contains 13654 members 
Mstep: Class 27 contains 570691 members 
Mstep: Class 28 contains 2766 members 
Mstep: Class 29 contains 21964 members 
Mstep: Class 30 contains 6409 members 
Mstep: Class 31 contains 6602 members 
Mstep: Class 32 contains 1266 members 
Mstep: Class 33 contains 2610 members 
Mstep: Class 34 contains 7305 members 
Mstep: Class 35 contains 1846 members 
Mstep: Class 36 contains 1309 members 
Mstep: Class 37 contains 4048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373176.000000 Penalty: 23810.361328
Iteration 101Q: 38 clusters Score -5.037318e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1921 members 
Mstep: Class 3 contains 2847 members 
Mstep: Class 4 contains 1643 members 
Mstep: Class 5 contains 7360 members 
Mstep: Class 6 contains 8077 members 
Mstep: Class 7 contains 11010 members 
Mstep: Class 8 contains 17843 members 
Mstep: Class 9 contains 3855 members 
Mstep: Class 10 contains 2144 members 
Mstep: Class 11 contains 6989 members 
Mstep: Class 12 contains 1879 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 10082 members 
Mstep: Class 15 contains 10891 members 
Mstep: Class 16 contains 11907 members 
Mstep: Class 17 contains 3738 members 
Mstep: Class 18 contains 593884 members 
Mstep: Class 19 contains 6720 members 
Mstep: Class 20 contains 2060 members 
Mstep: Class 21 contains 9778 members 
Mstep: Class 22 contains 20265 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 1897 members 
Mstep: Class 25 contains 3613 members 
Mstep: Class 26 contains 13633 members 
Mstep: Class 27 contains 570676 members 
Mstep: Class 28 contains 2776 members 
Mstep: Class 29 contains 21969 members 
Mstep: Class 30 contains 6410 members 
Mstep: Class 31 contains 6616 members 
Mstep: Class 32 contains 1272 members 
Mstep: Class 33 contains 2632 members 
Mstep: Class 34 contains 7312 members 
Mstep: Class 35 contains 1848 members 
Mstep: Class 36 contains 1340 members 
Mstep: Class 37 contains 4044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373332.000000 Penalty: 23810.361328
Iteration 102Q: 38 clusters Score -5.037333e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1924 members 
Mstep: Class 3 contains 2845 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 7355 members 
Mstep: Class 6 contains 8081 members 
Mstep: Class 7 contains 11010 members 
Mstep: Class 8 contains 17831 members 
Mstep: Class 9 contains 3847 members 
Mstep: Class 10 contains 2149 members 
Mstep: Class 11 contains 6992 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 5720 members 
Mstep: Class 14 contains 10090 members 
Mstep: Class 15 contains 10939 members 
Mstep: Class 16 contains 11904 members 
Mstep: Class 17 contains 3739 members 
Mstep: Class 18 contains 593841 members 
Mstep: Class 19 contains 6710 members 
Mstep: Class 20 contains 2058 members 
Mstep: Class 21 contains 9777 members 
Mstep: Class 22 contains 20235 members 
Mstep: Class 23 contains 859 members 
Mstep: Class 24 contains 1883 members 
Mstep: Class 25 contains 3618 members 
Mstep: Class 26 contains 13612 members 
Mstep: Class 27 contains 570679 members 
Mstep: Class 28 contains 2783 members 
Mstep: Class 29 contains 21976 members 
Mstep: Class 30 contains 6414 members 
Mstep: Class 31 contains 6626 members 
Mstep: Class 32 contains 1278 members 
Mstep: Class 33 contains 2654 members 
Mstep: Class 34 contains 7316 members 
Mstep: Class 35 contains 1849 members 
Mstep: Class 36 contains 1370 members 
Mstep: Class 37 contains 4039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373488.000000 Penalty: 23810.361328
Iteration 103Q: 38 clusters Score -5.037349e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1929 members 
Mstep: Class 3 contains 2843 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 7350 members 
Mstep: Class 6 contains 8087 members 
Mstep: Class 7 contains 11016 members 
Mstep: Class 8 contains 17831 members 
Mstep: Class 9 contains 3836 members 
Mstep: Class 10 contains 2159 members 
Mstep: Class 11 contains 6994 members 
Mstep: Class 12 contains 1899 members 
Mstep: Class 13 contains 5717 members 
Mstep: Class 14 contains 10099 members 
Mstep: Class 15 contains 11009 members 
Mstep: Class 16 contains 11910 members 
Mstep: Class 17 contains 3740 members 
Mstep: Class 18 contains 593756 members 
Mstep: Class 19 contains 6704 members 
Mstep: Class 20 contains 2055 members 
Mstep: Class 21 contains 9781 members 
Mstep: Class 22 contains 20214 members 
Mstep: Class 23 contains 859 members 
Mstep: Class 24 contains 1866 members 
Mstep: Class 25 contains 3624 members 
Mstep: Class 26 contains 13595 members 
Mstep: Class 27 contains 570677 members 
Mstep: Class 28 contains 2798 members 
Mstep: Class 29 contains 21972 members 
Mstep: Class 30 contains 6414 members 
Mstep: Class 31 contains 6640 members 
Mstep: Class 32 contains 1280 members 
Mstep: Class 33 contains 2670 members 
Mstep: Class 34 contains 7329 members 
Mstep: Class 35 contains 1844 members 
Mstep: Class 36 contains 1391 members 
Mstep: Class 37 contains 4038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373592.000000 Penalty: 23810.361328
Iteration 104Q: 38 clusters Score -5.037359e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1928 members 
Mstep: Class 3 contains 2834 members 
Mstep: Class 4 contains 1570 members 
Mstep: Class 5 contains 7346 members 
Mstep: Class 6 contains 8088 members 
Mstep: Class 7 contains 11015 members 
Mstep: Class 8 contains 17828 members 
Mstep: Class 9 contains 3833 members 
Mstep: Class 10 contains 2167 members 
Mstep: Class 11 contains 6996 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 5713 members 
Mstep: Class 14 contains 10106 members 
Mstep: Class 15 contains 11073 members 
Mstep: Class 16 contains 11919 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 593681 members 
Mstep: Class 19 contains 6701 members 
Mstep: Class 20 contains 2059 members 
Mstep: Class 21 contains 9782 members 
Mstep: Class 22 contains 20194 members 
Mstep: Class 23 contains 859 members 
Mstep: Class 24 contains 1848 members 
Mstep: Class 25 contains 3624 members 
Mstep: Class 26 contains 13590 members 
Mstep: Class 27 contains 570663 members 
Mstep: Class 28 contains 2810 members 
Mstep: Class 29 contains 21976 members 
Mstep: Class 30 contains 6410 members 
Mstep: Class 31 contains 6660 members 
Mstep: Class 32 contains 1283 members 
Mstep: Class 33 contains 2679 members 
Mstep: Class 34 contains 7333 members 
Mstep: Class 35 contains 1845 members 
Mstep: Class 36 contains 1414 members 
Mstep: Class 37 contains 4039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373608.000000 Penalty: 23810.361328
Iteration 105Q: 38 clusters Score -5.037361e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1931 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 7338 members 
Mstep: Class 6 contains 8091 members 
Mstep: Class 7 contains 11015 members 
Mstep: Class 8 contains 17826 members 
Mstep: Class 9 contains 3827 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 1913 members 
Mstep: Class 13 contains 5712 members 
Mstep: Class 14 contains 10120 members 
Mstep: Class 15 contains 11124 members 
Mstep: Class 16 contains 11926 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 593627 members 
Mstep: Class 19 contains 6697 members 
Mstep: Class 20 contains 2059 members 
Mstep: Class 21 contains 9782 members 
Mstep: Class 22 contains 20173 members 
Mstep: Class 23 contains 859 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 3622 members 
Mstep: Class 26 contains 13585 members 
Mstep: Class 27 contains 570646 members 
Mstep: Class 28 contains 2820 members 
Mstep: Class 29 contains 21985 members 
Mstep: Class 30 contains 6409 members 
Mstep: Class 31 contains 6682 members 
Mstep: Class 32 contains 1283 members 
Mstep: Class 33 contains 2685 members 
Mstep: Class 34 contains 7334 members 
Mstep: Class 35 contains 1852 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 4038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373544.000000 Penalty: 23810.361328
Iteration 106Q: 38 clusters Score -5.037354e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1931 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 1548 members 
Mstep: Class 5 contains 7332 members 
Mstep: Class 6 contains 8092 members 
Mstep: Class 7 contains 11007 members 
Mstep: Class 8 contains 17819 members 
Mstep: Class 9 contains 3819 members 
Mstep: Class 10 contains 2194 members 
Mstep: Class 11 contains 6996 members 
Mstep: Class 12 contains 1920 members 
Mstep: Class 13 contains 5709 members 
Mstep: Class 14 contains 10131 members 
Mstep: Class 15 contains 11158 members 
Mstep: Class 16 contains 11927 members 
Mstep: Class 17 contains 3743 members 
Mstep: Class 18 contains 593577 members 
Mstep: Class 19 contains 6697 members 
Mstep: Class 20 contains 2061 members 
Mstep: Class 21 contains 9787 members 
Mstep: Class 22 contains 20159 members 
Mstep: Class 23 contains 862 members 
Mstep: Class 24 contains 1821 members 
Mstep: Class 25 contains 3623 members 
Mstep: Class 26 contains 13581 members 
Mstep: Class 27 contains 570637 members 
Mstep: Class 28 contains 2832 members 
Mstep: Class 29 contains 21989 members 
Mstep: Class 30 contains 6403 members 
Mstep: Class 31 contains 6696 members 
Mstep: Class 32 contains 1274 members 
Mstep: Class 33 contains 2689 members 
Mstep: Class 34 contains 7342 members 
Mstep: Class 35 contains 1858 members 
Mstep: Class 36 contains 1448 members 
Mstep: Class 37 contains 4038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373576.000000 Penalty: 23810.361328
Iteration 107Q: 38 clusters Score -5.037358e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1931 members 
Mstep: Class 3 contains 2808 members 
Mstep: Class 4 contains 1547 members 
Mstep: Class 5 contains 7328 members 
Mstep: Class 6 contains 8095 members 
Mstep: Class 7 contains 11002 members 
Mstep: Class 8 contains 17815 members 
Mstep: Class 9 contains 3816 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 6997 members 
Mstep: Class 12 contains 1930 members 
Mstep: Class 13 contains 5711 members 
Mstep: Class 14 contains 10136 members 
Mstep: Class 15 contains 11182 members 
Mstep: Class 16 contains 11936 members 
Mstep: Class 17 contains 3748 members 
Mstep: Class 18 contains 593528 members 
Mstep: Class 19 contains 6696 members 
Mstep: Class 20 contains 2061 members 
Mstep: Class 21 contains 9788 members 
Mstep: Class 22 contains 20139 members 
Mstep: Class 23 contains 862 members 
Mstep: Class 24 contains 1813 members 
Mstep: Class 25 contains 3626 members 
Mstep: Class 26 contains 13579 members 
Mstep: Class 27 contains 570630 members 
Mstep: Class 28 contains 2840 members 
Mstep: Class 29 contains 21980 members 
Mstep: Class 30 contains 6398 members 
Mstep: Class 31 contains 6710 members 
Mstep: Class 32 contains 1268 members 
Mstep: Class 33 contains 2691 members 
Mstep: Class 34 contains 7353 members 
Mstep: Class 35 contains 1867 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 4038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373572.000000 Penalty: 23810.361328
Iteration 108Q: 38 clusters Score -5.037357e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1931 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 1538 members 
Mstep: Class 5 contains 7324 members 
Mstep: Class 6 contains 8099 members 
Mstep: Class 7 contains 10994 members 
Mstep: Class 8 contains 17810 members 
Mstep: Class 9 contains 3814 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 6997 members 
Mstep: Class 12 contains 1937 members 
Mstep: Class 13 contains 5713 members 
Mstep: Class 14 contains 10138 members 
Mstep: Class 15 contains 11205 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 3751 members 
Mstep: Class 18 contains 593496 members 
Mstep: Class 19 contains 6702 members 
Mstep: Class 20 contains 2062 members 
Mstep: Class 21 contains 9783 members 
Mstep: Class 22 contains 20120 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 1811 members 
Mstep: Class 25 contains 3627 members 
Mstep: Class 26 contains 13571 members 
Mstep: Class 27 contains 570625 members 
Mstep: Class 28 contains 2842 members 
Mstep: Class 29 contains 21983 members 
Mstep: Class 30 contains 6397 members 
Mstep: Class 31 contains 6722 members 
Mstep: Class 32 contains 1264 members 
Mstep: Class 33 contains 2695 members 
Mstep: Class 34 contains 7360 members 
Mstep: Class 35 contains 1876 members 
Mstep: Class 36 contains 1472 members 
Mstep: Class 37 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373680.000000 Penalty: 23810.361328
Iteration 109Q: 38 clusters Score -5.037368e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1934 members 
Mstep: Class 3 contains 2794 members 
Mstep: Class 4 contains 1530 members 
Mstep: Class 5 contains 7322 members 
Mstep: Class 6 contains 8104 members 
Mstep: Class 7 contains 10993 members 
Mstep: Class 8 contains 17806 members 
Mstep: Class 9 contains 3807 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 6997 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 5714 members 
Mstep: Class 14 contains 10142 members 
Mstep: Class 15 contains 11228 members 
Mstep: Class 16 contains 11951 members 
Mstep: Class 17 contains 3752 members 
Mstep: Class 18 contains 593454 members 
Mstep: Class 19 contains 6710 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 9782 members 
Mstep: Class 22 contains 20101 members 
Mstep: Class 23 contains 864 members 
Mstep: Class 24 contains 1811 members 
Mstep: Class 25 contains 3632 members 
Mstep: Class 26 contains 13562 members 
Mstep: Class 27 contains 570614 members 
Mstep: Class 28 contains 2839 members 
Mstep: Class 29 contains 21985 members 
Mstep: Class 30 contains 6398 members 
Mstep: Class 31 contains 6726 members 
Mstep: Class 32 contains 1263 members 
Mstep: Class 33 contains 2697 members 
Mstep: Class 34 contains 7381 members 
Mstep: Class 35 contains 1881 members 
Mstep: Class 36 contains 1477 members 
Mstep: Class 37 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373596.000000 Penalty: 23810.361328
Iteration 110Q: 38 clusters Score -5.03736e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1936 members 
Mstep: Class 3 contains 2793 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 8105 members 
Mstep: Class 7 contains 10994 members 
Mstep: Class 8 contains 17796 members 
Mstep: Class 9 contains 3799 members 
Mstep: Class 10 contains 2229 members 
Mstep: Class 11 contains 6999 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 5716 members 
Mstep: Class 14 contains 10144 members 
Mstep: Class 15 contains 11238 members 
Mstep: Class 16 contains 11952 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 593425 members 
Mstep: Class 19 contains 6709 members 
Mstep: Class 20 contains 2072 members 
Mstep: Class 21 contains 9782 members 
Mstep: Class 22 contains 20090 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 1811 members 
Mstep: Class 25 contains 3639 members 
Mstep: Class 26 contains 13547 members 
Mstep: Class 27 contains 570628 members 
Mstep: Class 28 contains 2836 members 
Mstep: Class 29 contains 21984 members 
Mstep: Class 30 contains 6394 members 
Mstep: Class 31 contains 6728 members 
Mstep: Class 32 contains 1264 members 
Mstep: Class 33 contains 2698 members 
Mstep: Class 34 contains 7403 members 
Mstep: Class 35 contains 1883 members 
Mstep: Class 36 contains 1490 members 
Mstep: Class 37 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373616.000000 Penalty: 23810.361328
Iteration 111Q: 38 clusters Score -5.037362e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1935 members 
Mstep: Class 3 contains 2791 members 
Mstep: Class 4 contains 1527 members 
Mstep: Class 5 contains 7313 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 10998 members 
Mstep: Class 8 contains 17791 members 
Mstep: Class 9 contains 3794 members 
Mstep: Class 10 contains 2234 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 5719 members 
Mstep: Class 14 contains 10146 members 
Mstep: Class 15 contains 11255 members 
Mstep: Class 16 contains 11959 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 593388 members 
Mstep: Class 19 contains 6712 members 
Mstep: Class 20 contains 2071 members 
Mstep: Class 21 contains 9781 members 
Mstep: Class 22 contains 20075 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 1809 members 
Mstep: Class 25 contains 3640 members 
Mstep: Class 26 contains 13530 members 
Mstep: Class 27 contains 570628 members 
Mstep: Class 28 contains 2839 members 
Mstep: Class 29 contains 21986 members 
Mstep: Class 30 contains 6388 members 
Mstep: Class 31 contains 6729 members 
Mstep: Class 32 contains 1267 members 
Mstep: Class 33 contains 2698 members 
Mstep: Class 34 contains 7420 members 
Mstep: Class 35 contains 1885 members 
Mstep: Class 36 contains 1504 members 
Mstep: Class 37 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373608.000000 Penalty: 23810.361328
Iteration 112Q: 38 clusters Score -5.037361e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1937 members 
Mstep: Class 3 contains 2788 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 8111 members 
Mstep: Class 7 contains 10999 members 
Mstep: Class 8 contains 17785 members 
Mstep: Class 9 contains 3788 members 
Mstep: Class 10 contains 2238 members 
Mstep: Class 11 contains 7007 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 5730 members 
Mstep: Class 14 contains 10149 members 
Mstep: Class 15 contains 11271 members 
Mstep: Class 16 contains 11965 members 
Mstep: Class 17 contains 3757 members 
Mstep: Class 18 contains 593362 members 
Mstep: Class 19 contains 6714 members 
Mstep: Class 20 contains 2071 members 
Mstep: Class 21 contains 9779 members 
Mstep: Class 22 contains 20056 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 1806 members 
Mstep: Class 25 contains 3646 members 
Mstep: Class 26 contains 13517 members 
Mstep: Class 27 contains 570627 members 
Mstep: Class 28 contains 2840 members 
Mstep: Class 29 contains 21981 members 
Mstep: Class 30 contains 6383 members 
Mstep: Class 31 contains 6735 members 
Mstep: Class 32 contains 1272 members 
Mstep: Class 33 contains 2698 members 
Mstep: Class 34 contains 7434 members 
Mstep: Class 35 contains 1884 members 
Mstep: Class 36 contains 1518 members 
Mstep: Class 37 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373652.000000 Penalty: 23810.361328
Iteration 113Q: 38 clusters Score -5.037365e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1941 members 
Mstep: Class 3 contains 2783 members 
Mstep: Class 4 contains 1508 members 
Mstep: Class 5 contains 7304 members 
Mstep: Class 6 contains 8112 members 
Mstep: Class 7 contains 11003 members 
Mstep: Class 8 contains 17772 members 
Mstep: Class 9 contains 3783 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 7010 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 5732 members 
Mstep: Class 14 contains 10150 members 
Mstep: Class 15 contains 11289 members 
Mstep: Class 16 contains 11967 members 
Mstep: Class 17 contains 3758 members 
Mstep: Class 18 contains 593342 members 
Mstep: Class 19 contains 6714 members 
Mstep: Class 20 contains 2071 members 
Mstep: Class 21 contains 9784 members 
Mstep: Class 22 contains 20035 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 1800 members 
Mstep: Class 25 contains 3652 members 
Mstep: Class 26 contains 13504 members 
Mstep: Class 27 contains 570627 members 
Mstep: Class 28 contains 2842 members 
Mstep: Class 29 contains 21981 members 
Mstep: Class 30 contains 6378 members 
Mstep: Class 31 contains 6743 members 
Mstep: Class 32 contains 1281 members 
Mstep: Class 33 contains 2699 members 
Mstep: Class 34 contains 7450 members 
Mstep: Class 35 contains 1887 members 
Mstep: Class 36 contains 1528 members 
Mstep: Class 37 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373688.000000 Penalty: 23810.361328
Iteration 114Q: 38 clusters Score -5.037369e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1947 members 
Mstep: Class 3 contains 2779 members 
Mstep: Class 4 contains 1503 members 
Mstep: Class 5 contains 7298 members 
Mstep: Class 6 contains 8110 members 
Mstep: Class 7 contains 11006 members 
Mstep: Class 8 contains 17763 members 
Mstep: Class 9 contains 3775 members 
Mstep: Class 10 contains 2249 members 
Mstep: Class 11 contains 7012 members 
Mstep: Class 12 contains 1939 members 
Mstep: Class 13 contains 5733 members 
Mstep: Class 14 contains 10150 members 
Mstep: Class 15 contains 11305 members 
Mstep: Class 16 contains 11972 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 593329 members 
Mstep: Class 19 contains 6713 members 
Mstep: Class 20 contains 2071 members 
Mstep: Class 21 contains 9789 members 
Mstep: Class 22 contains 20018 members 
Mstep: Class 23 contains 868 members 
Mstep: Class 24 contains 1798 members 
Mstep: Class 25 contains 3656 members 
Mstep: Class 26 contains 13493 members 
Mstep: Class 27 contains 570634 members 
Mstep: Class 28 contains 2842 members 
Mstep: Class 29 contains 21973 members 
Mstep: Class 30 contains 6373 members 
Mstep: Class 31 contains 6748 members 
Mstep: Class 32 contains 1283 members 
Mstep: Class 33 contains 2700 members 
Mstep: Class 34 contains 7457 members 
Mstep: Class 35 contains 1892 members 
Mstep: Class 36 contains 1540 members 
Mstep: Class 37 contains 4039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373776.000000 Penalty: 23810.361328
Iteration 115Q: 38 clusters Score -5.037378e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 2768 members 
Mstep: Class 4 contains 1500 members 
Mstep: Class 5 contains 7289 members 
Mstep: Class 6 contains 8109 members 
Mstep: Class 7 contains 11007 members 
Mstep: Class 8 contains 17761 members 
Mstep: Class 9 contains 3772 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 7019 members 
Mstep: Class 12 contains 1939 members 
Mstep: Class 13 contains 5737 members 
Mstep: Class 14 contains 10150 members 
Mstep: Class 15 contains 11319 members 
Mstep: Class 16 contains 11976 members 
Mstep: Class 17 contains 3761 members 
Mstep: Class 18 contains 593319 members 
Mstep: Class 19 contains 6713 members 
Mstep: Class 20 contains 2071 members 
Mstep: Class 21 contains 9792 members 
Mstep: Class 22 contains 20003 members 
Mstep: Class 23 contains 867 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 3661 members 
Mstep: Class 26 contains 13469 members 
Mstep: Class 27 contains 570637 members 
Mstep: Class 28 contains 2839 members 
Mstep: Class 29 contains 21969 members 
Mstep: Class 30 contains 6372 members 
Mstep: Class 31 contains 6756 members 
Mstep: Class 32 contains 1283 members 
Mstep: Class 33 contains 2703 members 
Mstep: Class 34 contains 7463 members 
Mstep: Class 35 contains 1902 members 
Mstep: Class 36 contains 1554 members 
Mstep: Class 37 contains 4041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373788.000000 Penalty: 23810.361328
Iteration 116Q: 38 clusters Score -5.037379e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 2765 members 
Mstep: Class 4 contains 1498 members 
Mstep: Class 5 contains 7278 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 11010 members 
Mstep: Class 8 contains 17754 members 
Mstep: Class 9 contains 3770 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 5734 members 
Mstep: Class 14 contains 10150 members 
Mstep: Class 15 contains 11337 members 
Mstep: Class 16 contains 11977 members 
Mstep: Class 17 contains 3760 members 
Mstep: Class 18 contains 593315 members 
Mstep: Class 19 contains 6712 members 
Mstep: Class 20 contains 2071 members 
Mstep: Class 21 contains 9792 members 
Mstep: Class 22 contains 19992 members 
Mstep: Class 23 contains 868 members 
Mstep: Class 24 contains 1792 members 
Mstep: Class 25 contains 3667 members 
Mstep: Class 26 contains 13458 members 
Mstep: Class 27 contains 570647 members 
Mstep: Class 28 contains 2837 members 
Mstep: Class 29 contains 21964 members 
Mstep: Class 30 contains 6369 members 
Mstep: Class 31 contains 6758 members 
Mstep: Class 32 contains 1284 members 
Mstep: Class 33 contains 2705 members 
Mstep: Class 34 contains 7467 members 
Mstep: Class 35 contains 1904 members 
Mstep: Class 36 contains 1560 members 
Mstep: Class 37 contains 4041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373788.000000 Penalty: 23810.361328
Iteration 117Q: 38 clusters Score -5.037379e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1949 members 
Mstep: Class 3 contains 2764 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 7274 members 
Mstep: Class 6 contains 8110 members 
Mstep: Class 7 contains 11008 members 
Mstep: Class 8 contains 17747 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 2270 members 
Mstep: Class 11 contains 7026 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 5730 members 
Mstep: Class 14 contains 10150 members 
Mstep: Class 15 contains 11351 members 
Mstep: Class 16 contains 11977 members 
Mstep: Class 17 contains 3761 members 
Mstep: Class 18 contains 593310 members 
Mstep: Class 19 contains 6713 members 
Mstep: Class 20 contains 2072 members 
Mstep: Class 21 contains 9792 members 
Mstep: Class 22 contains 19982 members 
Mstep: Class 23 contains 869 members 
Mstep: Class 24 contains 1788 members 
Mstep: Class 25 contains 3673 members 
Mstep: Class 26 contains 13443 members 
Mstep: Class 27 contains 570658 members 
Mstep: Class 28 contains 2834 members 
Mstep: Class 29 contains 21958 members 
Mstep: Class 30 contains 6370 members 
Mstep: Class 31 contains 6760 members 
Mstep: Class 32 contains 1284 members 
Mstep: Class 33 contains 2708 members 
Mstep: Class 34 contains 7468 members 
Mstep: Class 35 contains 1905 members 
Mstep: Class 36 contains 1566 members 
Mstep: Class 37 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373784.000000 Penalty: 23810.361328
Iteration 118Q: 38 clusters Score -5.037378e+07 nChanged 167
Entering ConstructFrom: 
Score: -50373784.000000 Penalty: 23810.361328
Entering ConstructFrom: 
Trying to split cluster 1 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -18133.136719 Penalty: 277.768097
	Iteration 0F: 2 clusters Score -18133.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -17696.435547 Penalty: 555.536194
	Iteration 0F: 3 clusters Score -17696.44 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -17817.869141 Penalty: 555.536194
	Iteration 1F: 3 clusters Score -17817.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -17834.042969 Penalty: 555.536194
	Iteration 2F: 3 clusters Score -17834.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -17840.064453 Penalty: 555.536194
	Iteration 3Q: 3 clusters Score -17840.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -17843.964844 Penalty: 555.536194
	Iteration 4Q: 3 clusters Score -17843.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -17847.853516 Penalty: 555.536194
	Iteration 5Q: 3 clusters Score -17847.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -17849.724609 Penalty: 555.536194
	Iteration 6Q: 3 clusters Score -17849.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -17850.326172 Penalty: 555.536194
	Iteration 7Q: 3 clusters Score -17850.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -17850.326172 Penalty: 555.536194
	Iteration 8F: 3 clusters Score -17850.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Entering Unmasked Estep 
Score: -67864.460938 Penalty: 344.689087
	Iteration 0F: 2 clusters Score -67864.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -66473.765625 Penalty: 689.378174
	Iteration 0F: 3 clusters Score -66473.77 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -66975.953125 Penalty: 689.378174
	Iteration 1F: 3 clusters Score -66975.95 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -67114.750000 Penalty: 689.378174
	Iteration 2F: 3 clusters Score -67114.75 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -67234.351562 Penalty: 689.378174
	Iteration 3F: 3 clusters Score -67234.35 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -67306.593750 Penalty: 689.378174
	Iteration 4F: 3 clusters Score -67306.59 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -67346.875000 Penalty: 689.378174
	Iteration 5Q: 3 clusters Score -67346.88 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -67369.054688 Penalty: 689.378174
	Iteration 6Q: 3 clusters Score -67369.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -67382.242188 Penalty: 689.378174
	Iteration 7Q: 3 clusters Score -67382.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -67392.804688 Penalty: 689.378174
	Iteration 8Q: 3 clusters Score -67392.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -67405.117188 Penalty: 689.378174
	Iteration 9Q: 3 clusters Score -67405.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -67414.351562 Penalty: 689.378174
	Iteration 10Q: 3 clusters Score -67414.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -67427.679688 Penalty: 689.378174
	Iteration 11Q: 3 clusters Score -67427.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -67448.929688 Penalty: 689.378174
	Iteration 12Q: 3 clusters Score -67448.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -67470.242188 Penalty: 689.378174
	Iteration 13Q: 3 clusters Score -67470.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -67487.773438 Penalty: 689.378174
	Iteration 14Q: 3 clusters Score -67487.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -67502.757812 Penalty: 689.378174
	Iteration 15Q: 3 clusters Score -67502.76 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -67514.539062 Penalty: 689.378174
	Iteration 16Q: 3 clusters Score -67514.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -67523.109375 Penalty: 689.378174
	Iteration 17Q: 3 clusters Score -67523.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -67529.984375 Penalty: 689.378174
	Iteration 18Q: 3 clusters Score -67529.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -67540.125000 Penalty: 689.378174
	Iteration 19Q: 3 clusters Score -67540.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -67564.195312 Penalty: 689.378174
	Iteration 20F: 3 clusters Score -67564.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -67584.640625 Penalty: 689.378174
	Iteration 21Q: 3 clusters Score -67584.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -67598.312500 Penalty: 689.378174
	Iteration 22Q: 3 clusters Score -67598.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -67609.429688 Penalty: 689.378174
	Iteration 23Q: 3 clusters Score -67609.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -67621.335938 Penalty: 689.378174
	Iteration 24Q: 3 clusters Score -67621.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -67629.851562 Penalty: 689.378174
	Iteration 25Q: 3 clusters Score -67629.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -67637.609375 Penalty: 689.378174
	Iteration 26Q: 3 clusters Score -67637.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -67648.039062 Penalty: 689.378174
	Iteration 27Q: 3 clusters Score -67648.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -67658.898438 Penalty: 689.378174
	Iteration 28Q: 3 clusters Score -67658.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -67666.593750 Penalty: 689.378174
	Iteration 29Q: 3 clusters Score -67666.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -67672.664062 Penalty: 689.378174
	Iteration 30Q: 3 clusters Score -67672.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -67680.835938 Penalty: 689.378174
	Iteration 31Q: 3 clusters Score -67680.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -67686.742188 Penalty: 689.378174
	Iteration 32Q: 3 clusters Score -67686.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -67693.085938 Penalty: 689.378174
	Iteration 33Q: 3 clusters Score -67693.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -67698.750000 Penalty: 689.378174
	Iteration 34Q: 3 clusters Score -67698.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -67703.539062 Penalty: 689.378174
	Iteration 35Q: 3 clusters Score -67703.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -67706.320312 Penalty: 689.378174
	Iteration 36Q: 3 clusters Score -67706.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -67709.742188 Penalty: 689.378174
	Iteration 37Q: 3 clusters Score -67709.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -67712.421875 Penalty: 689.378174
	Iteration 38Q: 3 clusters Score -67712.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -67714.328125 Penalty: 689.378174
	Iteration 39Q: 3 clusters Score -67714.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -67716.296875 Penalty: 689.378174
	Iteration 40F: 3 clusters Score -67716.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -67717.960938 Penalty: 689.378174
	Iteration 41Q: 3 clusters Score -67717.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -67719.757812 Penalty: 689.378174
	Iteration 42Q: 3 clusters Score -67719.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -67720.531250 Penalty: 689.378174
	Iteration 43Q: 3 clusters Score -67720.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -67721.359375 Penalty: 689.378174
	Iteration 44Q: 3 clusters Score -67721.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -67722.906250 Penalty: 689.378174
	Iteration 45Q: 3 clusters Score -67722.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -67723.898438 Penalty: 689.378174
	Iteration 46Q: 3 clusters Score -67723.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -67724.203125 Penalty: 689.378174
	Iteration 47Q: 3 clusters Score -67724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -67724.906250 Penalty: 689.378174
	Iteration 48Q: 3 clusters Score -67724.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -67726.414062 Penalty: 689.378174
	Iteration 49Q: 3 clusters Score -67726.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -67728.429688 Penalty: 689.378174
	Iteration 50Q: 3 clusters Score -67728.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -67730.023438 Penalty: 689.378174
	Iteration 51Q: 3 clusters Score -67730.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -67735.062500 Penalty: 689.378174
	Iteration 52Q: 3 clusters Score -67735.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -67736.578125 Penalty: 689.378174
	Iteration 53Q: 3 clusters Score -67736.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -67737.601562 Penalty: 689.378174
	Iteration 54Q: 3 clusters Score -67737.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -67740.820312 Penalty: 689.378174
	Iteration 55Q: 3 clusters Score -67740.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -67742.539062 Penalty: 689.378174
	Iteration 56Q: 3 clusters Score -67742.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -67745.437500 Penalty: 689.378174
	Iteration 57Q: 3 clusters Score -67745.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -67747.937500 Penalty: 689.378174
	Iteration 58Q: 3 clusters Score -67747.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -67749.937500 Penalty: 689.378174
	Iteration 59Q: 3 clusters Score -67749.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -67752.312500 Penalty: 689.378174
	Iteration 60F: 3 clusters Score -67752.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -67753.585938 Penalty: 689.378174
	Iteration 61Q: 3 clusters Score -67753.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -67756.164062 Penalty: 689.378174
	Iteration 62Q: 3 clusters Score -67756.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -67756.312500 Penalty: 689.378174
	Iteration 63Q: 3 clusters Score -67756.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -67756.312500 Penalty: 689.378174
	Iteration 64F: 3 clusters Score -67756.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Entering Unmasked Estep 
Score: -97882.070312 Penalty: 360.528809
	Iteration 0F: 2 clusters Score -97882.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -95969.398438 Penalty: 721.057617
	Iteration 0F: 3 clusters Score -95969.4 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -96614.054688 Penalty: 721.057617
	Iteration 1F: 3 clusters Score -96614.05 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -96728.085938 Penalty: 721.057617
	Iteration 2F: 3 clusters Score -96728.09 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -96821.382812 Penalty: 721.057617
	Iteration 3F: 3 clusters Score -96821.38 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -96885.718750 Penalty: 721.057617
	Iteration 4F: 3 clusters Score -96885.72 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -96946.335938 Penalty: 721.057617
	Iteration 5Q: 3 clusters Score -96946.34 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -97013.546875 Penalty: 721.057617
	Iteration 6Q: 3 clusters Score -97013.55 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -97072.125000 Penalty: 721.057617
	Iteration 7Q: 3 clusters Score -97072.12 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -97134.140625 Penalty: 721.057617
	Iteration 8Q: 3 clusters Score -97134.14 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -97173.570312 Penalty: 721.057617
	Iteration 9Q: 3 clusters Score -97173.57 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -97200.609375 Penalty: 721.057617
	Iteration 10Q: 3 clusters Score -97200.61 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -97219.421875 Penalty: 721.057617
	Iteration 11Q: 3 clusters Score -97219.42 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -97244.179688 Penalty: 721.057617
	Iteration 12Q: 3 clusters Score -97244.18 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -97276.492188 Penalty: 721.057617
	Iteration 13Q: 3 clusters Score -97276.49 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -97303.210938 Penalty: 721.057617
	Iteration 14Q: 3 clusters Score -97303.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -97326.171875 Penalty: 721.057617
	Iteration 15Q: 3 clusters Score -97326.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -97348.437500 Penalty: 721.057617
	Iteration 16Q: 3 clusters Score -97348.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -97363.960938 Penalty: 721.057617
	Iteration 17Q: 3 clusters Score -97363.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -97375.015625 Penalty: 721.057617
	Iteration 18Q: 3 clusters Score -97375.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -97391.289062 Penalty: 721.057617
	Iteration 19Q: 3 clusters Score -97391.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -97407.156250 Penalty: 721.057617
	Iteration 20F: 3 clusters Score -97407.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -97417.960938 Penalty: 721.057617
	Iteration 21Q: 3 clusters Score -97417.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -97427.023438 Penalty: 721.057617
	Iteration 22Q: 3 clusters Score -97427.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -97431.554688 Penalty: 721.057617
	Iteration 23Q: 3 clusters Score -97431.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -97437.359375 Penalty: 721.057617
	Iteration 24Q: 3 clusters Score -97437.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -97441.054688 Penalty: 721.057617
	Iteration 25Q: 3 clusters Score -97441.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -97447.640625 Penalty: 721.057617
	Iteration 26Q: 3 clusters Score -97447.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -97456.757812 Penalty: 721.057617
	Iteration 27Q: 3 clusters Score -97456.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -97461.843750 Penalty: 721.057617
	Iteration 28Q: 3 clusters Score -97461.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -97463.984375 Penalty: 721.057617
	Iteration 29Q: 3 clusters Score -97463.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -97468.421875 Penalty: 721.057617
	Iteration 30Q: 3 clusters Score -97468.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -97474.187500 Penalty: 721.057617
	Iteration 31Q: 3 clusters Score -97474.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -97480.906250 Penalty: 721.057617
	Iteration 32Q: 3 clusters Score -97480.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -97491.429688 Penalty: 721.057617
	Iteration 33Q: 3 clusters Score -97491.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -97502.398438 Penalty: 721.057617
	Iteration 34Q: 3 clusters Score -97502.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -97511.976562 Penalty: 721.057617
	Iteration 35Q: 3 clusters Score -97511.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -97522.000000 Penalty: 721.057617
	Iteration 36Q: 3 clusters Score -97522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -97529.781250 Penalty: 721.057617
	Iteration 37Q: 3 clusters Score -97529.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -97534.554688 Penalty: 721.057617
	Iteration 38Q: 3 clusters Score -97534.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -97538.484375 Penalty: 721.057617
	Iteration 39Q: 3 clusters Score -97538.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -97540.343750 Penalty: 721.057617
	Iteration 40F: 3 clusters Score -97540.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -97541.273438 Penalty: 721.057617
	Iteration 41Q: 3 clusters Score -97541.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -97541.578125 Penalty: 721.057617
	Iteration 42Q: 3 clusters Score -97541.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -97542.328125 Penalty: 721.057617
	Iteration 43Q: 3 clusters Score -97542.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -97545.593750 Penalty: 721.057617
	Iteration 44Q: 3 clusters Score -97545.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -97548.484375 Penalty: 721.057617
	Iteration 45Q: 3 clusters Score -97548.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -97549.343750 Penalty: 721.057617
	Iteration 46Q: 3 clusters Score -97549.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -97550.203125 Penalty: 721.057617
	Iteration 47Q: 3 clusters Score -97550.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -97551.406250 Penalty: 721.057617
	Iteration 48Q: 3 clusters Score -97551.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -97554.812500 Penalty: 721.057617
	Iteration 49Q: 3 clusters Score -97554.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -97560.226562 Penalty: 721.057617
	Iteration 50Q: 3 clusters Score -97560.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -97562.992188 Penalty: 721.057617
	Iteration 51Q: 3 clusters Score -97562.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -97563.796875 Penalty: 721.057617
	Iteration 52Q: 3 clusters Score -97563.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -97565.445312 Penalty: 721.057617
	Iteration 53Q: 3 clusters Score -97565.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -97566.945312 Penalty: 721.057617
	Iteration 54Q: 3 clusters Score -97566.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -97570.156250 Penalty: 721.057617
	Iteration 55Q: 3 clusters Score -97570.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -97570.445312 Penalty: 721.057617
	Iteration 56Q: 3 clusters Score -97570.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -97571.781250 Penalty: 721.057617
	Iteration 57Q: 3 clusters Score -97571.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -97574.226562 Penalty: 721.057617
	Iteration 58Q: 3 clusters Score -97574.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -97575.867188 Penalty: 721.057617
	Iteration 59Q: 3 clusters Score -97575.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -97579.890625 Penalty: 721.057617
	Iteration 60F: 3 clusters Score -97579.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -97580.296875 Penalty: 721.057617
	Iteration 61Q: 3 clusters Score -97580.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -97580.765625 Penalty: 721.057617
	Iteration 62Q: 3 clusters Score -97580.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -97582.593750 Penalty: 721.057617
	Iteration 63Q: 3 clusters Score -97582.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -97584.164062 Penalty: 721.057617
	Iteration 64Q: 3 clusters Score -97584.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -97585.648438 Penalty: 721.057617
	Iteration 65Q: 3 clusters Score -97585.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -97585.765625 Penalty: 721.057617
	Iteration 66Q: 3 clusters Score -97585.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -97585.976562 Penalty: 721.057617
	Iteration 67Q: 3 clusters Score -97585.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -97585.976562 Penalty: 721.057617
	Iteration 68F: 3 clusters Score -97585.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -58084.621094 Penalty: 332.660431
	Iteration 0F: 2 clusters Score -58084.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -56947.445312 Penalty: 665.320862
	Iteration 0F: 3 clusters Score -56947.45 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -57289.160156 Penalty: 665.320862
	Iteration 1F: 3 clusters Score -57289.16 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -57351.109375 Penalty: 665.320862
	Iteration 2F: 3 clusters Score -57351.11 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -57389.328125 Penalty: 665.320862
	Iteration 3F: 3 clusters Score -57389.33 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -57417.074219 Penalty: 665.320862
	Iteration 4Q: 3 clusters Score -57417.07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -57441.718750 Penalty: 665.320862
	Iteration 5Q: 3 clusters Score -57441.72 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -57462.718750 Penalty: 665.320862
	Iteration 6Q: 3 clusters Score -57462.72 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -57484.355469 Penalty: 665.320862
	Iteration 7Q: 3 clusters Score -57484.36 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -57507.957031 Penalty: 665.320862
	Iteration 8Q: 3 clusters Score -57507.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -57522.753906 Penalty: 665.320862
	Iteration 9Q: 3 clusters Score -57522.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -57540.199219 Penalty: 665.320862
	Iteration 10Q: 3 clusters Score -57540.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -57557.070312 Penalty: 665.320862
	Iteration 11Q: 3 clusters Score -57557.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -57579.535156 Penalty: 665.320862
	Iteration 12Q: 3 clusters Score -57579.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -57600.453125 Penalty: 665.320862
	Iteration 13Q: 3 clusters Score -57600.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -57617.203125 Penalty: 665.320862
	Iteration 14Q: 3 clusters Score -57617.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -57626.355469 Penalty: 665.320862
	Iteration 15Q: 3 clusters Score -57626.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -57632.722656 Penalty: 665.320862
	Iteration 16Q: 3 clusters Score -57632.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -57638.488281 Penalty: 665.320862
	Iteration 17Q: 3 clusters Score -57638.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -57646.050781 Penalty: 665.320862
	Iteration 18Q: 3 clusters Score -57646.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -57650.675781 Penalty: 665.320862
	Iteration 19Q: 3 clusters Score -57650.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -57655.421875 Penalty: 665.320862
	Iteration 20F: 3 clusters Score -57655.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -57662.003906 Penalty: 665.320862
	Iteration 21Q: 3 clusters Score -57662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -57666.246094 Penalty: 665.320862
	Iteration 22Q: 3 clusters Score -57666.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -57670.941406 Penalty: 665.320862
	Iteration 23Q: 3 clusters Score -57670.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -57678.660156 Penalty: 665.320862
	Iteration 24Q: 3 clusters Score -57678.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -57683.773438 Penalty: 665.320862
	Iteration 25Q: 3 clusters Score -57683.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -57687.222656 Penalty: 665.320862
	Iteration 26Q: 3 clusters Score -57687.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -57690.000000 Penalty: 665.320862
	Iteration 27Q: 3 clusters Score -57690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -57692.257812 Penalty: 665.320862
	Iteration 28Q: 3 clusters Score -57692.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -57694.546875 Penalty: 665.320862
	Iteration 29Q: 3 clusters Score -57694.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -57696.734375 Penalty: 665.320862
	Iteration 30Q: 3 clusters Score -57696.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -57697.828125 Penalty: 665.320862
	Iteration 31Q: 3 clusters Score -57697.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -57698.238281 Penalty: 665.320862
	Iteration 32Q: 3 clusters Score -57698.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -57698.750000 Penalty: 665.320862
	Iteration 33Q: 3 clusters Score -57698.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -57699.218750 Penalty: 665.320862
	Iteration 34Q: 3 clusters Score -57699.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -57699.929688 Penalty: 665.320862
	Iteration 35Q: 3 clusters Score -57699.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -57700.507812 Penalty: 665.320862
	Iteration 36Q: 3 clusters Score -57700.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -57700.671875 Penalty: 665.320862
	Iteration 37Q: 3 clusters Score -57700.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -57701.183594 Penalty: 665.320862
	Iteration 38Q: 3 clusters Score -57701.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -57702.597656 Penalty: 665.320862
	Iteration 39Q: 3 clusters Score -57702.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -57703.996094 Penalty: 665.320862
	Iteration 40F: 3 clusters Score -57704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -57706.996094 Penalty: 665.320862
	Iteration 41Q: 3 clusters Score -57707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -57708.492188 Penalty: 665.320862
	Iteration 42Q: 3 clusters Score -57708.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -57710.039062 Penalty: 665.320862
	Iteration 43Q: 3 clusters Score -57710.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -57711.089844 Penalty: 665.320862
	Iteration 44Q: 3 clusters Score -57711.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -57713.660156 Penalty: 665.320862
	Iteration 45Q: 3 clusters Score -57713.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -57714.644531 Penalty: 665.320862
	Iteration 46Q: 3 clusters Score -57714.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -57716.269531 Penalty: 665.320862
	Iteration 47Q: 3 clusters Score -57716.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -57717.460938 Penalty: 665.320862
	Iteration 48Q: 3 clusters Score -57717.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -57718.355469 Penalty: 665.320862
	Iteration 49Q: 3 clusters Score -57718.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -57720.113281 Penalty: 665.320862
	Iteration 50Q: 3 clusters Score -57720.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -57722.300781 Penalty: 665.320862
	Iteration 51Q: 3 clusters Score -57722.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -57723.917969 Penalty: 665.320862
	Iteration 52Q: 3 clusters Score -57723.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -57725.167969 Penalty: 665.320862
	Iteration 53Q: 3 clusters Score -57725.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -57725.742188 Penalty: 665.320862
	Iteration 54Q: 3 clusters Score -57725.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -57726.269531 Penalty: 665.320862
	Iteration 55Q: 3 clusters Score -57726.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -57726.433594 Penalty: 665.320862
	Iteration 56Q: 3 clusters Score -57726.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -57726.597656 Penalty: 665.320862
	Iteration 57Q: 3 clusters Score -57726.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -57726.835938 Penalty: 665.320862
	Iteration 58Q: 3 clusters Score -57726.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -57726.835938 Penalty: 665.320862
	Iteration 59F: 3 clusters Score -57726.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Entering Unmasked Estep 
Score: -261941.515625 Penalty: 404.557495
	Iteration 0F: 2 clusters Score -261941.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -257072.765625 Penalty: 809.114990
	Iteration 0F: 3 clusters Score -257072.8 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -259047.671875 Penalty: 809.114990
	Iteration 1F: 3 clusters Score -259047.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -259244.687500 Penalty: 809.114990
	Iteration 2F: 3 clusters Score -259244.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -259458.906250 Penalty: 809.114990
	Iteration 3F: 3 clusters Score -259458.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -259703.156250 Penalty: 809.114990
	Iteration 4F: 3 clusters Score -259703.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -259978.218750 Penalty: 809.114990
	Iteration 5F: 3 clusters Score -259978.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -260285.765625 Penalty: 809.114990
	Iteration 6F: 3 clusters Score -260285.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -260601.375000 Penalty: 809.114990
	Iteration 7F: 3 clusters Score -260601.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -260932.296875 Penalty: 809.114990
	Iteration 8F: 3 clusters Score -260932.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -261211.328125 Penalty: 809.114990
	Iteration 9Q: 3 clusters Score -261211.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -261396.171875 Penalty: 809.114990
	Iteration 10Q: 3 clusters Score -261396.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -261499.687500 Penalty: 809.114990
	Iteration 11Q: 3 clusters Score -261499.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -261546.296875 Penalty: 809.114990
	Iteration 12Q: 3 clusters Score -261546.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -261566.031250 Penalty: 809.114990
	Iteration 13Q: 3 clusters Score -261566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -261579.062500 Penalty: 809.114990
	Iteration 14Q: 3 clusters Score -261579.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -261587.140625 Penalty: 809.114990
	Iteration 15Q: 3 clusters Score -261587.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -261593.140625 Penalty: 809.114990
	Iteration 16Q: 3 clusters Score -261593.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -261604.609375 Penalty: 809.114990
	Iteration 17Q: 3 clusters Score -261604.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -261607.390625 Penalty: 809.114990
	Iteration 18Q: 3 clusters Score -261607.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -261608.578125 Penalty: 809.114990
	Iteration 19Q: 3 clusters Score -261608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -261609.953125 Penalty: 809.114990
	Iteration 20F: 3 clusters Score -261610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -261610.296875 Penalty: 809.114990
	Iteration 21Q: 3 clusters Score -261610.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -261610.296875 Penalty: 809.114990
	Iteration 22F: 3 clusters Score -261610.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Entering Unmasked Estep 
Score: -303810.875000 Penalty: 409.561279
	Iteration 0F: 2 clusters Score -303810.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -298359.968750 Penalty: 819.122559
	Iteration 0F: 3 clusters Score -298360 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -300436.125000 Penalty: 819.122559
	Iteration 1F: 3 clusters Score -300436.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -300675.437500 Penalty: 819.122559
	Iteration 2F: 3 clusters Score -300675.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -301043.187500 Penalty: 819.122559
	Iteration 3F: 3 clusters Score -301043.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -301557.468750 Penalty: 819.122559
	Iteration 4F: 3 clusters Score -301557.5 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -302180.062500 Penalty: 819.122559
	Iteration 5F: 3 clusters Score -302180.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -302771.093750 Penalty: 819.122559
	Iteration 6F: 3 clusters Score -302771.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -303160.906250 Penalty: 819.122559
	Iteration 7F: 3 clusters Score -303160.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -303350.500000 Penalty: 819.122559
	Iteration 8Q: 3 clusters Score -303350.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -303440.718750 Penalty: 819.122559
	Iteration 9Q: 3 clusters Score -303440.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -303487.687500 Penalty: 819.122559
	Iteration 10Q: 3 clusters Score -303487.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -303523.062500 Penalty: 819.122559
	Iteration 11Q: 3 clusters Score -303523.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -303551.218750 Penalty: 819.122559
	Iteration 12Q: 3 clusters Score -303551.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -303574.093750 Penalty: 819.122559
	Iteration 13Q: 3 clusters Score -303574.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -303595.125000 Penalty: 819.122559
	Iteration 14Q: 3 clusters Score -303595.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -303617.718750 Penalty: 819.122559
	Iteration 15Q: 3 clusters Score -303617.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -303640.781250 Penalty: 819.122559
	Iteration 16Q: 3 clusters Score -303640.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -303658.656250 Penalty: 819.122559
	Iteration 17Q: 3 clusters Score -303658.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -303678.000000 Penalty: 819.122559
	Iteration 18Q: 3 clusters Score -303678 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -303703.750000 Penalty: 819.122559
	Iteration 19Q: 3 clusters Score -303703.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -303721.187500 Penalty: 819.122559
	Iteration 20F: 3 clusters Score -303721.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -303740.250000 Penalty: 819.122559
	Iteration 21Q: 3 clusters Score -303740.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -303754.906250 Penalty: 819.122559
	Iteration 22Q: 3 clusters Score -303754.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -303770.312500 Penalty: 819.122559
	Iteration 23Q: 3 clusters Score -303770.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -303791.781250 Penalty: 819.122559
	Iteration 24Q: 3 clusters Score -303791.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -303823.250000 Penalty: 819.122559
	Iteration 25Q: 3 clusters Score -303823.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -303863.875000 Penalty: 819.122559
	Iteration 26Q: 3 clusters Score -303863.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -303922.375000 Penalty: 819.122559
	Iteration 27Q: 3 clusters Score -303922.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -303948.156250 Penalty: 819.122559
	Iteration 28Q: 3 clusters Score -303948.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -303958.093750 Penalty: 819.122559
	Iteration 29Q: 3 clusters Score -303958.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -303963.875000 Penalty: 819.122559
	Iteration 30Q: 3 clusters Score -303963.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -303967.718750 Penalty: 819.122559
	Iteration 31Q: 3 clusters Score -303967.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -303969.687500 Penalty: 819.122559
	Iteration 32Q: 3 clusters Score -303969.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -303971.062500 Penalty: 819.122559
	Iteration 33Q: 3 clusters Score -303971.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -303971.843750 Penalty: 819.122559
	Iteration 34Q: 3 clusters Score -303971.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -303972.437500 Penalty: 819.122559
	Iteration 35Q: 3 clusters Score -303972.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -303972.156250 Penalty: 819.122559
	Iteration 36Q: 3 clusters Score -303972.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -303972.625000 Penalty: 819.122559
	Iteration 37Q: 3 clusters Score -303972.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -303973.375000 Penalty: 819.122559
	Iteration 38Q: 3 clusters Score -303973.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -303973.812500 Penalty: 819.122559
	Iteration 39Q: 3 clusters Score -303973.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -303975.531250 Penalty: 819.122559
	Iteration 40F: 3 clusters Score -303975.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -303976.312500 Penalty: 819.122559
	Iteration 41Q: 3 clusters Score -303976.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -303976.156250 Penalty: 819.122559
	Iteration 42Q: 3 clusters Score -303976.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -303976.125000 Penalty: 819.122559
	Iteration 43Q: 3 clusters Score -303976.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -303976.375000 Penalty: 819.122559
	Iteration 44Q: 3 clusters Score -303976.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -303977.156250 Penalty: 819.122559
	Iteration 45Q: 3 clusters Score -303977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -303977.281250 Penalty: 819.122559
	Iteration 46Q: 3 clusters Score -303977.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -303977.281250 Penalty: 819.122559
	Iteration 47F: 3 clusters Score -303977.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1950 members 
Mstep: Class 3 contains 2762 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 7269 members 
Mstep: Class 6 contains 7240 members 
Mstep: Class 7 contains 11010 members 
Mstep: Class 8 contains 17746 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 10151 members 
Mstep: Class 15 contains 11363 members 
Mstep: Class 16 contains 11982 members 
Mstep: Class 17 contains 3762 members 
Mstep: Class 18 contains 593301 members 
Mstep: Class 19 contains 6712 members 
Mstep: Class 20 contains 2072 members 
Mstep: Class 21 contains 9792 members 
Mstep: Class 22 contains 19972 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 3675 members 
Mstep: Class 26 contains 13431 members 
Mstep: Class 27 contains 570659 members 
Mstep: Class 28 contains 2831 members 
Mstep: Class 29 contains 21957 members 
Mstep: Class 30 contains 6367 members 
Mstep: Class 31 contains 6768 members 
Mstep: Class 32 contains 1279 members 
Mstep: Class 33 contains 2709 members 
Mstep: Class 34 contains 7468 members 
Mstep: Class 35 contains 1907 members 
Mstep: Class 36 contains 1573 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 874 members 
Entering Unmasked Estep 
Score: -50373716.000000 Penalty: 24453.884766
Splitting cluster 6 changes total score from -50373784.000000 to -50373716.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (11010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Entering Unmasked Estep 
Score: -395780.968750 Penalty: 423.448456
	Iteration 0F: 2 clusters Score -395781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -388492.593750 Penalty: 846.896912
	Iteration 0F: 3 clusters Score -388492.6 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -391708.625000 Penalty: 846.896912
	Iteration 1F: 3 clusters Score -391708.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -391975.187500 Penalty: 846.896912
	Iteration 2F: 3 clusters Score -391975.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -392213.343750 Penalty: 846.896912
	Iteration 3Q: 3 clusters Score -392213.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -392453.718750 Penalty: 846.896912
	Iteration 4Q: 3 clusters Score -392453.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -392722.250000 Penalty: 846.896912
	Iteration 5Q: 3 clusters Score -392722.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -393004.937500 Penalty: 846.896912
	Iteration 6Q: 3 clusters Score -393004.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -393249.750000 Penalty: 846.896912
	Iteration 7Q: 3 clusters Score -393249.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -393473.312500 Penalty: 846.896912
	Iteration 8Q: 3 clusters Score -393473.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -393689.187500 Penalty: 846.896912
	Iteration 9Q: 3 clusters Score -393689.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -393913.156250 Penalty: 846.896912
	Iteration 10Q: 3 clusters Score -393913.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -394124.437500 Penalty: 846.896912
	Iteration 11Q: 3 clusters Score -394124.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -394348.500000 Penalty: 846.896912
	Iteration 12Q: 3 clusters Score -394348.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -394563.437500 Penalty: 846.896912
	Iteration 13Q: 3 clusters Score -394563.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -394759.500000 Penalty: 846.896912
	Iteration 14Q: 3 clusters Score -394759.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -394917.281250 Penalty: 846.896912
	Iteration 15Q: 3 clusters Score -394917.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -395052.156250 Penalty: 846.896912
	Iteration 16Q: 3 clusters Score -395052.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -395146.062500 Penalty: 846.896912
	Iteration 17Q: 3 clusters Score -395146.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -395225.031250 Penalty: 846.896912
	Iteration 18Q: 3 clusters Score -395225 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -395276.593750 Penalty: 846.896912
	Iteration 19Q: 3 clusters Score -395276.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -395307.375000 Penalty: 846.896912
	Iteration 20F: 3 clusters Score -395307.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -395328.781250 Penalty: 846.896912
	Iteration 21Q: 3 clusters Score -395328.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -395352.593750 Penalty: 846.896912
	Iteration 22Q: 3 clusters Score -395352.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -395369.718750 Penalty: 846.896912
	Iteration 23Q: 3 clusters Score -395369.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -395381.312500 Penalty: 846.896912
	Iteration 24Q: 3 clusters Score -395381.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -395387.156250 Penalty: 846.896912
	Iteration 25Q: 3 clusters Score -395387.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -395393.125000 Penalty: 846.896912
	Iteration 26Q: 3 clusters Score -395393.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -395398.625000 Penalty: 846.896912
	Iteration 27Q: 3 clusters Score -395398.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -395401.562500 Penalty: 846.896912
	Iteration 28Q: 3 clusters Score -395401.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -395405.968750 Penalty: 846.896912
	Iteration 29Q: 3 clusters Score -395406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -395408.875000 Penalty: 846.896912
	Iteration 30Q: 3 clusters Score -395408.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -395410.437500 Penalty: 846.896912
	Iteration 31Q: 3 clusters Score -395410.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -395413.562500 Penalty: 846.896912
	Iteration 32Q: 3 clusters Score -395413.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -395415.625000 Penalty: 846.896912
	Iteration 33Q: 3 clusters Score -395415.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -395417.656250 Penalty: 846.896912
	Iteration 34Q: 3 clusters Score -395417.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -395420.781250 Penalty: 846.896912
	Iteration 35Q: 3 clusters Score -395420.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -395422.156250 Penalty: 846.896912
	Iteration 36Q: 3 clusters Score -395422.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -395423.312500 Penalty: 846.896912
	Iteration 37Q: 3 clusters Score -395423.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -395423.937500 Penalty: 846.896912
	Iteration 38Q: 3 clusters Score -395423.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -395424.156250 Penalty: 846.896912
	Iteration 39Q: 3 clusters Score -395424.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -395424.562500 Penalty: 846.896912
	Iteration 40F: 3 clusters Score -395424.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -395424.500000 Penalty: 846.896912
	Iteration 41Q: 3 clusters Score -395424.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -395424.500000 Penalty: 846.896912
	Iteration 42F: 3 clusters Score -395424.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Entering Unmasked Estep 
Score: -652457.125000 Penalty: 445.168152
	Iteration 0F: 2 clusters Score -652457.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -640633.812500 Penalty: 890.336304
	Iteration 0F: 3 clusters Score -640633.8 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -645374.437500 Penalty: 890.336304
	Iteration 1F: 3 clusters Score -645374.4 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -645626.312500 Penalty: 890.336304
	Iteration 2Q: 3 clusters Score -645626.3 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -645973.500000 Penalty: 890.336304
	Iteration 3Q: 3 clusters Score -645973.5 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -646520.437500 Penalty: 890.336304
	Iteration 4F: 3 clusters Score -646520.4 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -647220.250000 Penalty: 890.336304
	Iteration 5F: 3 clusters Score -647220.2 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -648089.125000 Penalty: 890.336304
	Iteration 6F: 3 clusters Score -648089.1 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -648884.875000 Penalty: 890.336304
	Iteration 7F: 3 clusters Score -648884.9 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -649314.125000 Penalty: 890.336304
	Iteration 8Q: 3 clusters Score -649314.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -649478.687500 Penalty: 890.336304
	Iteration 9Q: 3 clusters Score -649478.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -649561.437500 Penalty: 890.336304
	Iteration 10Q: 3 clusters Score -649561.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -649649.812500 Penalty: 890.336304
	Iteration 11Q: 3 clusters Score -649649.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -649735.437500 Penalty: 890.336304
	Iteration 12Q: 3 clusters Score -649735.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -649809.187500 Penalty: 890.336304
	Iteration 13Q: 3 clusters Score -649809.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -649875.937500 Penalty: 890.336304
	Iteration 14Q: 3 clusters Score -649875.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -649938.812500 Penalty: 890.336304
	Iteration 15Q: 3 clusters Score -649938.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -650006.500000 Penalty: 890.336304
	Iteration 16Q: 3 clusters Score -650006.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -650063.437500 Penalty: 890.336304
	Iteration 17Q: 3 clusters Score -650063.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -650113.312500 Penalty: 890.336304
	Iteration 18Q: 3 clusters Score -650113.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -650161.750000 Penalty: 890.336304
	Iteration 19Q: 3 clusters Score -650161.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -650200.250000 Penalty: 890.336304
	Iteration 20F: 3 clusters Score -650200.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -650230.062500 Penalty: 890.336304
	Iteration 21Q: 3 clusters Score -650230.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -650260.000000 Penalty: 890.336304
	Iteration 22Q: 3 clusters Score -650260 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -650285.625000 Penalty: 890.336304
	Iteration 23Q: 3 clusters Score -650285.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -650315.062500 Penalty: 890.336304
	Iteration 24Q: 3 clusters Score -650315.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -650346.375000 Penalty: 890.336304
	Iteration 25Q: 3 clusters Score -650346.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -650374.000000 Penalty: 890.336304
	Iteration 26Q: 3 clusters Score -650374 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -650408.687500 Penalty: 890.336304
	Iteration 27Q: 3 clusters Score -650408.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -650458.937500 Penalty: 890.336304
	Iteration 28Q: 3 clusters Score -650458.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -650520.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -650598.375000 Penalty: 890.336304
	Iteration 30Q: 3 clusters Score -650598.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -650704.812500 Penalty: 890.336304
	Iteration 31Q: 3 clusters Score -650704.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -650836.312500 Penalty: 890.336304
	Iteration 32Q: 3 clusters Score -650836.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -650996.312500 Penalty: 890.336304
	Iteration 33Q: 3 clusters Score -650996.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -651159.687500 Penalty: 890.336304
	Iteration 34Q: 3 clusters Score -651159.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -651299 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -651403.687500 Penalty: 890.336304
	Iteration 36Q: 3 clusters Score -651403.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -651490.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -651539.500000 Penalty: 890.336304
	Iteration 38Q: 3 clusters Score -651539.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -651572.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -651612.187500 Penalty: 890.336304
	Iteration 40F: 3 clusters Score -651612.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -651637.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -651666.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -651684.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -651701.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -651718.437500 Penalty: 890.336304
	Iteration 45Q: 3 clusters Score -651718.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -651738.375000 Penalty: 890.336304
	Iteration 46Q: 3 clusters Score -651738.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -651751.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -651765.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -651780.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -651789.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -651799.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -651804.437500 Penalty: 890.336304
	Iteration 52Q: 3 clusters Score -651804.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -651811.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -651819.062500 Penalty: 890.336304
	Iteration 54Q: 3 clusters Score -651819.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -651832.062500 Penalty: 890.336304
	Iteration 55Q: 3 clusters Score -651832.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -651842.375000 Penalty: 890.336304
	Iteration 56Q: 3 clusters Score -651842.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -651854.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -651859.500000 Penalty: 890.336304
	Iteration 58Q: 3 clusters Score -651859.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -651871.000000 Penalty: 890.336304
	Iteration 59Q: 3 clusters Score -651871 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -651881.187500 Penalty: 890.336304
	Iteration 60F: 3 clusters Score -651881.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -651887.625000 Penalty: 890.336304
	Iteration 61Q: 3 clusters Score -651887.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -651895.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -651904.750000 Penalty: 890.336304
	Iteration 63Q: 3 clusters Score -651904.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -651909.062500 Penalty: 890.336304
	Iteration 64Q: 3 clusters Score -651909.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -651917.062500 Penalty: 890.336304
	Iteration 65Q: 3 clusters Score -651917.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -651929.625000 Penalty: 890.336304
	Iteration 66Q: 3 clusters Score -651929.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -651939.625000 Penalty: 890.336304
	Iteration 67Q: 3 clusters Score -651939.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -651952.812500 Penalty: 890.336304
	Iteration 68Q: 3 clusters Score -651952.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -651967.750000 Penalty: 890.336304
	Iteration 69Q: 3 clusters Score -651967.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -651981.625000 Penalty: 890.336304
	Iteration 70Q: 3 clusters Score -651981.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -651993.250000 Penalty: 890.336304
	Iteration 71Q: 3 clusters Score -651993.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -652007.250000 Penalty: 890.336304
	Iteration 72Q: 3 clusters Score -652007.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -652014.312500 Penalty: 890.336304
	Iteration 73Q: 3 clusters Score -652014.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -652028.625000 Penalty: 890.336304
	Iteration 74Q: 3 clusters Score -652028.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -652035.687500 Penalty: 890.336304
	Iteration 75Q: 3 clusters Score -652035.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -652041.062500 Penalty: 890.336304
	Iteration 76Q: 3 clusters Score -652041.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -652051.000000 Penalty: 890.336304
	Iteration 77Q: 3 clusters Score -652051 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -652057.062500 Penalty: 890.336304
	Iteration 78Q: 3 clusters Score -652057.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -652066.687500 Penalty: 890.336304
	Iteration 79Q: 3 clusters Score -652066.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -652072.687500 Penalty: 890.336304
	Iteration 80F: 3 clusters Score -652072.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -652078.625000 Penalty: 890.336304
	Iteration 81Q: 3 clusters Score -652078.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -652088.187500 Penalty: 890.336304
	Iteration 82Q: 3 clusters Score -652088.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -652092.250000 Penalty: 890.336304
	Iteration 83Q: 3 clusters Score -652092.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -652100.187500 Penalty: 890.336304
	Iteration 84Q: 3 clusters Score -652100.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -652104.812500 Penalty: 890.336304
	Iteration 85Q: 3 clusters Score -652104.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -652106.500000 Penalty: 890.336304
	Iteration 86Q: 3 clusters Score -652106.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -652108.750000 Penalty: 890.336304
	Iteration 87Q: 3 clusters Score -652108.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -652112.750000 Penalty: 890.336304
	Iteration 88Q: 3 clusters Score -652112.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -652115.187500 Penalty: 890.336304
	Iteration 89Q: 3 clusters Score -652115.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -652114.812500 Penalty: 890.336304
	Iteration 90Q: 3 clusters Score -652114.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -652115.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -652116.937500 Penalty: 890.336304
	Iteration 92Q: 3 clusters Score -652116.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -652116.937500 Penalty: 890.336304
	Iteration 93Q: 3 clusters Score -652116.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -652116.562500 Penalty: 890.336304
	Iteration 94Q: 3 clusters Score -652116.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -652118.750000 Penalty: 890.336304
	Iteration 95Q: 3 clusters Score -652118.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -652120.562500 Penalty: 890.336304
	Iteration 96Q: 3 clusters Score -652120.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -652122.375000 Penalty: 890.336304
	Iteration 97Q: 3 clusters Score -652122.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -652123.187500 Penalty: 890.336304
	Iteration 98Q: 3 clusters Score -652123.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -652123.812500 Penalty: 890.336304
	Iteration 99Q: 3 clusters Score -652123.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -652124.062500 Penalty: 890.336304
	Iteration 100F: 3 clusters Score -652124.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -652125.562500 Penalty: 890.336304
	Iteration 101Q: 3 clusters Score -652125.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -652124.750000 Penalty: 890.336304
	Iteration 102Q: 3 clusters Score -652124.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -652125.875000 Penalty: 890.336304
	Iteration 103Q: 3 clusters Score -652125.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -652126.750000 Penalty: 890.336304
	Iteration 104Q: 3 clusters Score -652126.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -652128.250000 Penalty: 890.336304
	Iteration 105Q: 3 clusters Score -652128.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -652128.000000 Penalty: 890.336304
	Iteration 106Q: 3 clusters Score -652128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -652127.500000 Penalty: 890.336304
	Iteration 107Q: 3 clusters Score -652127.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -652126.875000 Penalty: 890.336304
	Iteration 108Q: 3 clusters Score -652126.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -652127.312500 Penalty: 890.336304
	Iteration 109Q: 3 clusters Score -652127.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -652127.250000 Penalty: 890.336304
	Iteration 110Q: 3 clusters Score -652127.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -652126.750000 Penalty: 890.336304
	Iteration 111Q: 3 clusters Score -652126.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -652129.187500 Penalty: 890.336304
	Iteration 112Q: 3 clusters Score -652129.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -652128.625000 Penalty: 890.336304
	Iteration 113Q: 3 clusters Score -652128.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -652128.375000 Penalty: 890.336304
	Iteration 114Q: 3 clusters Score -652128.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -652127.750000 Penalty: 890.336304
	Iteration 115Q: 3 clusters Score -652127.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -652128.562500 Penalty: 890.336304
	Iteration 116Q: 3 clusters Score -652128.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -652130.937500 Penalty: 890.336304
	Iteration 117Q: 3 clusters Score -652130.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -652129.937500 Penalty: 890.336304
	Iteration 118Q: 3 clusters Score -652129.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -652129.500000 Penalty: 890.336304
	Iteration 119Q: 3 clusters Score -652129.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -652128.187500 Penalty: 890.336304
	Iteration 120F: 3 clusters Score -652128.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -652128.375000 Penalty: 890.336304
	Iteration 121Q: 3 clusters Score -652128.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -652128.062500 Penalty: 890.336304
	Iteration 122Q: 3 clusters Score -652128.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -652127.750000 Penalty: 890.336304
	Iteration 123Q: 3 clusters Score -652127.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -652128.562500 Penalty: 890.336304
	Iteration 124Q: 3 clusters Score -652128.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -652129.687500 Penalty: 890.336304
	Iteration 125Q: 3 clusters Score -652129.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -652129.625000 Penalty: 890.336304
	Iteration 126Q: 3 clusters Score -652129.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -652129.625000 Penalty: 890.336304
	Iteration 127F: 3 clusters Score -652129.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Entering Unmasked Estep 
Score: -133693.781250 Penalty: 374.648560
	Iteration 0F: 2 clusters Score -133693.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -131225.015625 Penalty: 749.297119
	Iteration 0F: 3 clusters Score -131225 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -132285.015625 Penalty: 749.297119
	Iteration 1F: 3 clusters Score -132285 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -132495.718750 Penalty: 749.297119
	Iteration 2F: 3 clusters Score -132495.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -132662.531250 Penalty: 749.297119
	Iteration 3F: 3 clusters Score -132662.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -132808.687500 Penalty: 749.297119
	Iteration 4F: 3 clusters Score -132808.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -132918.500000 Penalty: 749.297119
	Iteration 5F: 3 clusters Score -132918.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -133013.203125 Penalty: 749.297119
	Iteration 6Q: 3 clusters Score -133013.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -133084.093750 Penalty: 749.297119
	Iteration 7Q: 3 clusters Score -133084.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -133139.890625 Penalty: 749.297119
	Iteration 8Q: 3 clusters Score -133139.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -133182.625000 Penalty: 749.297119
	Iteration 9Q: 3 clusters Score -133182.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -133210.015625 Penalty: 749.297119
	Iteration 10Q: 3 clusters Score -133210 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -133239.140625 Penalty: 749.297119
	Iteration 11Q: 3 clusters Score -133239.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -133260.546875 Penalty: 749.297119
	Iteration 12Q: 3 clusters Score -133260.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -133274.796875 Penalty: 749.297119
	Iteration 13Q: 3 clusters Score -133274.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -133285.875000 Penalty: 749.297119
	Iteration 14Q: 3 clusters Score -133285.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -133297.734375 Penalty: 749.297119
	Iteration 15Q: 3 clusters Score -133297.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -133306.187500 Penalty: 749.297119
	Iteration 16Q: 3 clusters Score -133306.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -133316.593750 Penalty: 749.297119
	Iteration 17Q: 3 clusters Score -133316.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -133332.093750 Penalty: 749.297119
	Iteration 18Q: 3 clusters Score -133332.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -133338.828125 Penalty: 749.297119
	Iteration 19Q: 3 clusters Score -133338.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -133345.046875 Penalty: 749.297119
	Iteration 20F: 3 clusters Score -133345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -133354.265625 Penalty: 749.297119
	Iteration 21Q: 3 clusters Score -133354.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -133362.453125 Penalty: 749.297119
	Iteration 22Q: 3 clusters Score -133362.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -133367.296875 Penalty: 749.297119
	Iteration 23Q: 3 clusters Score -133367.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -133371.890625 Penalty: 749.297119
	Iteration 24Q: 3 clusters Score -133371.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -133377.828125 Penalty: 749.297119
	Iteration 25Q: 3 clusters Score -133377.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -133382.671875 Penalty: 749.297119
	Iteration 26Q: 3 clusters Score -133382.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -133388.359375 Penalty: 749.297119
	Iteration 27Q: 3 clusters Score -133388.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -133393.515625 Penalty: 749.297119
	Iteration 28Q: 3 clusters Score -133393.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -133395.656250 Penalty: 749.297119
	Iteration 29Q: 3 clusters Score -133395.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -133396.328125 Penalty: 749.297119
	Iteration 30Q: 3 clusters Score -133396.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -133398.000000 Penalty: 749.297119
	Iteration 31Q: 3 clusters Score -133398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -133399.531250 Penalty: 749.297119
	Iteration 32Q: 3 clusters Score -133399.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -133399.921875 Penalty: 749.297119
	Iteration 33Q: 3 clusters Score -133399.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -133400.515625 Penalty: 749.297119
	Iteration 34Q: 3 clusters Score -133400.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -133400.515625 Penalty: 749.297119
	Iteration 35F: 3 clusters Score -133400.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Entering Unmasked Estep 
Score: -82725.234375 Penalty: 351.762939
	Iteration 0F: 2 clusters Score -82725.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -81153.367188 Penalty: 703.525879
	Iteration 0F: 3 clusters Score -81153.37 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -81688.960938 Penalty: 703.525879
	Iteration 1F: 3 clusters Score -81688.96 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -81753.710938 Penalty: 703.525879
	Iteration 2F: 3 clusters Score -81753.71 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -81795.382812 Penalty: 703.525879
	Iteration 3Q: 3 clusters Score -81795.38 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -81831.242188 Penalty: 703.525879
	Iteration 4Q: 3 clusters Score -81831.24 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -81865.359375 Penalty: 703.525879
	Iteration 5Q: 3 clusters Score -81865.36 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -81897.101562 Penalty: 703.525879
	Iteration 6Q: 3 clusters Score -81897.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -81933.437500 Penalty: 703.525879
	Iteration 7Q: 3 clusters Score -81933.44 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -81980.062500 Penalty: 703.525879
	Iteration 8Q: 3 clusters Score -81980.06 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -82034.031250 Penalty: 703.525879
	Iteration 9Q: 3 clusters Score -82034.03 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -82090.257812 Penalty: 703.525879
	Iteration 10Q: 3 clusters Score -82090.26 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -82140.484375 Penalty: 703.525879
	Iteration 11Q: 3 clusters Score -82140.48 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -82188.539062 Penalty: 703.525879
	Iteration 12Q: 3 clusters Score -82188.54 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82241.273438 Penalty: 703.525879
	Iteration 13Q: 3 clusters Score -82241.27 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -82299.523438 Penalty: 703.525879
	Iteration 14Q: 3 clusters Score -82299.52 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -82344.476562 Penalty: 703.525879
	Iteration 15Q: 3 clusters Score -82344.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -82368.796875 Penalty: 703.525879
	Iteration 16Q: 3 clusters Score -82368.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -82384.960938 Penalty: 703.525879
	Iteration 17Q: 3 clusters Score -82384.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -82391.820312 Penalty: 703.525879
	Iteration 18Q: 3 clusters Score -82391.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -82396.273438 Penalty: 703.525879
	Iteration 19Q: 3 clusters Score -82396.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -82399.140625 Penalty: 703.525879
	Iteration 20F: 3 clusters Score -82399.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -82400.773438 Penalty: 703.525879
	Iteration 21Q: 3 clusters Score -82400.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -82405.570312 Penalty: 703.525879
	Iteration 22Q: 3 clusters Score -82405.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -82412.710938 Penalty: 703.525879
	Iteration 23Q: 3 clusters Score -82412.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -82418.773438 Penalty: 703.525879
	Iteration 24Q: 3 clusters Score -82418.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -82421.890625 Penalty: 703.525879
	Iteration 25Q: 3 clusters Score -82421.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -82423.125000 Penalty: 703.525879
	Iteration 26Q: 3 clusters Score -82423.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -82423.257812 Penalty: 703.525879
	Iteration 27Q: 3 clusters Score -82423.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -82423.257812 Penalty: 703.525879
	Iteration 28F: 3 clusters Score -82423.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Entering Unmasked Estep 
Score: -256819.812500 Penalty: 403.003967
	Iteration 0F: 2 clusters Score -256819.8 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 3491 members 
Entering Unmasked Estep 
Score: -252144.906250 Penalty: 806.007935
	Iteration 0F: 3 clusters Score -252144.9 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -254567.562500 Penalty: 806.007935
	Iteration 1F: 3 clusters Score -254567.6 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -255164.703125 Penalty: 806.007935
	Iteration 2F: 3 clusters Score -255164.7 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -255672.234375 Penalty: 806.007935
	Iteration 3F: 3 clusters Score -255672.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -256074.765625 Penalty: 806.007935
	Iteration 4F: 3 clusters Score -256074.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -256406.296875 Penalty: 806.007935
	Iteration 5Q: 3 clusters Score -256406.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -256579.171875 Penalty: 806.007935
	Iteration 6Q: 3 clusters Score -256579.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -256646.625000 Penalty: 806.007935
	Iteration 7Q: 3 clusters Score -256646.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -256691.312500 Penalty: 806.007935
	Iteration 8Q: 3 clusters Score -256691.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -256725.156250 Penalty: 806.007935
	Iteration 9Q: 3 clusters Score -256725.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -256748.718750 Penalty: 806.007935
	Iteration 10Q: 3 clusters Score -256748.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -256771.828125 Penalty: 806.007935
	Iteration 11Q: 3 clusters Score -256771.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -256795.406250 Penalty: 806.007935
	Iteration 12Q: 3 clusters Score -256795.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -256819.812500 Penalty: 806.007935
	Iteration 13Q: 3 clusters Score -256819.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -256833.265625 Penalty: 806.007935
	Iteration 14Q: 3 clusters Score -256833.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -256839.234375 Penalty: 806.007935
	Iteration 15Q: 3 clusters Score -256839.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -256844.468750 Penalty: 806.007935
	Iteration 16Q: 3 clusters Score -256844.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -256848.984375 Penalty: 806.007935
	Iteration 17Q: 3 clusters Score -256849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -256853.328125 Penalty: 806.007935
	Iteration 18Q: 3 clusters Score -256853.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -256857.546875 Penalty: 806.007935
	Iteration 19Q: 3 clusters Score -256857.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -256861.312500 Penalty: 806.007935
	Iteration 20F: 3 clusters Score -256861.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -256863.390625 Penalty: 806.007935
	Iteration 21Q: 3 clusters Score -256863.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -256864.406250 Penalty: 806.007935
	Iteration 22Q: 3 clusters Score -256864.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -256865.312500 Penalty: 806.007935
	Iteration 23Q: 3 clusters Score -256865.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -256867.109375 Penalty: 806.007935
	Iteration 24Q: 3 clusters Score -256867.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -256868.156250 Penalty: 806.007935
	Iteration 25Q: 3 clusters Score -256868.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -256868.046875 Penalty: 806.007935
	Iteration 26Q: 3 clusters Score -256868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -256868.265625 Penalty: 806.007935
	Iteration 27Q: 3 clusters Score -256868.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -256868.328125 Penalty: 806.007935
	Iteration 28Q: 3 clusters Score -256868.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -256868.328125 Penalty: 806.007935
	Iteration 29F: 3 clusters Score -256868.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1950 members 
Mstep: Class 3 contains 2762 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 7269 members 
Mstep: Class 6 contains 8114 members 
Mstep: Class 7 contains 11010 members 
Mstep: Class 8 contains 17746 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 10151 members 
Mstep: Class 15 contains 11363 members 
Mstep: Class 16 contains 11982 members 
Mstep: Class 17 contains 3762 members 
Mstep: Class 18 contains 593301 members 
Mstep: Class 19 contains 6712 members 
Mstep: Class 20 contains 2072 members 
Mstep: Class 21 contains 9792 members 
Mstep: Class 22 contains 19972 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 3675 members 
Mstep: Class 26 contains 13431 members 
Mstep: Class 27 contains 570659 members 
Mstep: Class 28 contains 2831 members 
Mstep: Class 29 contains 21957 members 
Mstep: Class 30 contains 6367 members 
Mstep: Class 31 contains 6768 members 
Mstep: Class 32 contains 1279 members 
Mstep: Class 33 contains 2709 members 
Mstep: Class 34 contains 7468 members 
Mstep: Class 35 contains 1907 members 
Mstep: Class 36 contains 1573 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 733 members 
Entering Unmasked Estep 
Score: -50373656.000000 Penalty: 24453.884766
Splitting cluster 11 changes total score from -50373784.000000 to -50373656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Entering Unmasked Estep 
Score: -64531.855469 Penalty: 344.455170
	Iteration 0F: 2 clusters Score -64531.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -63132.937500 Penalty: 688.910339
	Iteration 0F: 3 clusters Score -63132.94 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -63762.796875 Penalty: 688.910339
	Iteration 1F: 3 clusters Score -63762.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -64003.234375 Penalty: 688.910339
	Iteration 2F: 3 clusters Score -64003.23 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -64198.234375 Penalty: 688.910339
	Iteration 3F: 3 clusters Score -64198.23 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -64378.507812 Penalty: 688.910339
	Iteration 4F: 3 clusters Score -64378.51 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -64648.656250 Penalty: 688.910339
	Iteration 5F: 3 clusters Score -64648.66 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -65077.621094 Penalty: 688.910339
	Iteration 6F: 3 clusters Score -65077.62 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -65458.078125 Penalty: 688.910339
	Iteration 7F: 3 clusters Score -65458.08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -65550.875000 Penalty: 688.910339
	Iteration 8Q: 3 clusters Score -65550.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -65600.320312 Penalty: 688.910339
	Iteration 9Q: 3 clusters Score -65600.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -65658.445312 Penalty: 688.910339
	Iteration 10Q: 3 clusters Score -65658.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -65731.828125 Penalty: 688.910339
	Iteration 11Q: 3 clusters Score -65731.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -65878.835938 Penalty: 688.910339
	Iteration 12Q: 3 clusters Score -65878.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -66001.539062 Penalty: 688.910339
	Iteration 13Q: 3 clusters Score -66001.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -66025.421875 Penalty: 688.910339
	Iteration 14Q: 3 clusters Score -66025.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -66030.554688 Penalty: 688.910339
	Iteration 15Q: 3 clusters Score -66030.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -66031.046875 Penalty: 688.910339
	Iteration 16Q: 3 clusters Score -66031.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -66031.046875 Penalty: 688.910339
	Iteration 17F: 3 clusters Score -66031.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1950 members 
Mstep: Class 3 contains 2762 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 7269 members 
Mstep: Class 6 contains 8114 members 
Mstep: Class 7 contains 11010 members 
Mstep: Class 8 contains 17746 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 10151 members 
Mstep: Class 15 contains 11363 members 
Mstep: Class 16 contains 11982 members 
Mstep: Class 17 contains 3762 members 
Mstep: Class 18 contains 593301 members 
Mstep: Class 19 contains 6712 members 
Mstep: Class 20 contains 2072 members 
Mstep: Class 21 contains 9792 members 
Mstep: Class 22 contains 19972 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 3675 members 
Mstep: Class 26 contains 13431 members 
Mstep: Class 27 contains 570659 members 
Mstep: Class 28 contains 2831 members 
Mstep: Class 29 contains 21957 members 
Mstep: Class 30 contains 6367 members 
Mstep: Class 31 contains 6768 members 
Mstep: Class 32 contains 1279 members 
Mstep: Class 33 contains 2709 members 
Mstep: Class 34 contains 7468 members 
Mstep: Class 35 contains 1907 members 
Mstep: Class 36 contains 1573 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 1244 members 
Entering Unmasked Estep 
Score: -50375124.000000 Penalty: 24453.884766
Splitting cluster 12 changes total score from -50373784.000000 to -50375124.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 13 (5729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Entering Unmasked Estep 
Score: -212147.281250 Penalty: 393.724976
	Iteration 0F: 2 clusters Score -212147.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -208281.515625 Penalty: 787.449951
	Iteration 0F: 3 clusters Score -208281.5 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -209793.375000 Penalty: 787.449951
	Iteration 1F: 3 clusters Score -209793.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -210016.843750 Penalty: 787.449951
	Iteration 2F: 3 clusters Score -210016.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -210277.296875 Penalty: 787.449951
	Iteration 3F: 3 clusters Score -210277.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -210575.984375 Penalty: 787.449951
	Iteration 4F: 3 clusters Score -210576 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -210898.468750 Penalty: 787.449951
	Iteration 5F: 3 clusters Score -210898.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -211173.859375 Penalty: 787.449951
	Iteration 6F: 3 clusters Score -211173.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -211323.640625 Penalty: 787.449951
	Iteration 7Q: 3 clusters Score -211323.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -211408.203125 Penalty: 787.449951
	Iteration 8Q: 3 clusters Score -211408.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -211464.125000 Penalty: 787.449951
	Iteration 9Q: 3 clusters Score -211464.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -211525.593750 Penalty: 787.449951
	Iteration 10Q: 3 clusters Score -211525.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -211579.109375 Penalty: 787.449951
	Iteration 11Q: 3 clusters Score -211579.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -211627.718750 Penalty: 787.449951
	Iteration 12Q: 3 clusters Score -211627.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -211673.640625 Penalty: 787.449951
	Iteration 13Q: 3 clusters Score -211673.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -211724.656250 Penalty: 787.449951
	Iteration 14Q: 3 clusters Score -211724.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -211755.750000 Penalty: 787.449951
	Iteration 15Q: 3 clusters Score -211755.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -211780.484375 Penalty: 787.449951
	Iteration 16Q: 3 clusters Score -211780.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -211795.984375 Penalty: 787.449951
	Iteration 17Q: 3 clusters Score -211796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -211806.421875 Penalty: 787.449951
	Iteration 18Q: 3 clusters Score -211806.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -211811.921875 Penalty: 787.449951
	Iteration 19Q: 3 clusters Score -211811.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -211821.875000 Penalty: 787.449951
	Iteration 20F: 3 clusters Score -211821.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -211832.421875 Penalty: 787.449951
	Iteration 21Q: 3 clusters Score -211832.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -211841.390625 Penalty: 787.449951
	Iteration 22Q: 3 clusters Score -211841.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -211848.093750 Penalty: 787.449951
	Iteration 23Q: 3 clusters Score -211848.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -211852.328125 Penalty: 787.449951
	Iteration 24Q: 3 clusters Score -211852.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -211854.875000 Penalty: 787.449951
	Iteration 25Q: 3 clusters Score -211854.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -211857.625000 Penalty: 787.449951
	Iteration 26Q: 3 clusters Score -211857.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -211860.609375 Penalty: 787.449951
	Iteration 27Q: 3 clusters Score -211860.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -211864.468750 Penalty: 787.449951
	Iteration 28Q: 3 clusters Score -211864.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -211868.125000 Penalty: 787.449951
	Iteration 29Q: 3 clusters Score -211868.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -211870.656250 Penalty: 787.449951
	Iteration 30Q: 3 clusters Score -211870.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -211872.765625 Penalty: 787.449951
	Iteration 31Q: 3 clusters Score -211872.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -211874.671875 Penalty: 787.449951
	Iteration 32Q: 3 clusters Score -211874.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -211875.515625 Penalty: 787.449951
	Iteration 33Q: 3 clusters Score -211875.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -211876.812500 Penalty: 787.449951
	Iteration 34Q: 3 clusters Score -211876.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -211877.671875 Penalty: 787.449951
	Iteration 35Q: 3 clusters Score -211877.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -211879.453125 Penalty: 787.449951
	Iteration 36Q: 3 clusters Score -211879.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -211882.234375 Penalty: 787.449951
	Iteration 37Q: 3 clusters Score -211882.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -211883.171875 Penalty: 787.449951
	Iteration 38Q: 3 clusters Score -211883.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -211885.625000 Penalty: 787.449951
	Iteration 39Q: 3 clusters Score -211885.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -211888.015625 Penalty: 787.449951
	Iteration 40F: 3 clusters Score -211888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -211890.640625 Penalty: 787.449951
	Iteration 41Q: 3 clusters Score -211890.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -211893.578125 Penalty: 787.449951
	Iteration 42Q: 3 clusters Score -211893.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -211895.421875 Penalty: 787.449951
	Iteration 43Q: 3 clusters Score -211895.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -211897.640625 Penalty: 787.449951
	Iteration 44Q: 3 clusters Score -211897.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -211898.140625 Penalty: 787.449951
	Iteration 45Q: 3 clusters Score -211898.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -211898.687500 Penalty: 787.449951
	Iteration 46Q: 3 clusters Score -211898.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -211899.265625 Penalty: 787.449951
	Iteration 47Q: 3 clusters Score -211899.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -211900.171875 Penalty: 787.449951
	Iteration 48Q: 3 clusters Score -211900.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -211901.250000 Penalty: 787.449951
	Iteration 49Q: 3 clusters Score -211901.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -211902.296875 Penalty: 787.449951
	Iteration 50Q: 3 clusters Score -211902.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -211904.500000 Penalty: 787.449951
	Iteration 51Q: 3 clusters Score -211904.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -211906.375000 Penalty: 787.449951
	Iteration 52Q: 3 clusters Score -211906.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -211907.812500 Penalty: 787.449951
	Iteration 53Q: 3 clusters Score -211907.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -211908.453125 Penalty: 787.449951
	Iteration 54Q: 3 clusters Score -211908.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -211909.265625 Penalty: 787.449951
	Iteration 55Q: 3 clusters Score -211909.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -211909.890625 Penalty: 787.449951
	Iteration 56Q: 3 clusters Score -211909.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -211909.859375 Penalty: 787.449951
	Iteration 57Q: 3 clusters Score -211909.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -211910.265625 Penalty: 787.449951
	Iteration 58Q: 3 clusters Score -211910.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -211910.781250 Penalty: 787.449951
	Iteration 59Q: 3 clusters Score -211910.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -211910.765625 Penalty: 787.449951
	Iteration 60F: 3 clusters Score -211910.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -211910.390625 Penalty: 787.449951
	Iteration 61Q: 3 clusters Score -211910.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -211910.562500 Penalty: 787.449951
	Iteration 62Q: 3 clusters Score -211910.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -211911.062500 Penalty: 787.449951
	Iteration 63Q: 3 clusters Score -211911.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -211911.968750 Penalty: 787.449951
	Iteration 64Q: 3 clusters Score -211912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -211912.875000 Penalty: 787.449951
	Iteration 65Q: 3 clusters Score -211912.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -211912.828125 Penalty: 787.449951
	Iteration 66Q: 3 clusters Score -211912.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -211912.906250 Penalty: 787.449951
	Iteration 67Q: 3 clusters Score -211912.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -211912.906250 Penalty: 787.449951
	Iteration 68F: 3 clusters Score -211912.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Entering Unmasked Estep 
Score: -372314.093750 Penalty: 419.752411
	Iteration 0F: 2 clusters Score -372314.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -365530.968750 Penalty: 839.504822
	Iteration 0F: 3 clusters Score -365531 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -368691.125000 Penalty: 839.504822
	Iteration 1F: 3 clusters Score -368691.1 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -369502.593750 Penalty: 839.504822
	Iteration 2F: 3 clusters Score -369502.6 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -370432.062500 Penalty: 839.504822
	Iteration 3F: 3 clusters Score -370432.1 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -371054.343750 Penalty: 839.504822
	Iteration 4F: 3 clusters Score -371054.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -371422.468750 Penalty: 839.504822
	Iteration 5Q: 3 clusters Score -371422.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -371592.781250 Penalty: 839.504822
	Iteration 6Q: 3 clusters Score -371592.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -371658.375000 Penalty: 839.504822
	Iteration 7Q: 3 clusters Score -371658.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -371698.375000 Penalty: 839.504822
	Iteration 8Q: 3 clusters Score -371698.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -371721.906250 Penalty: 839.504822
	Iteration 9Q: 3 clusters Score -371721.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -371740.406250 Penalty: 839.504822
	Iteration 10Q: 3 clusters Score -371740.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -371759.375000 Penalty: 839.504822
	Iteration 11Q: 3 clusters Score -371759.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -371778.593750 Penalty: 839.504822
	Iteration 12Q: 3 clusters Score -371778.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -371800.125000 Penalty: 839.504822
	Iteration 13Q: 3 clusters Score -371800.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -371816.875000 Penalty: 839.504822
	Iteration 14Q: 3 clusters Score -371816.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -371836.125000 Penalty: 839.504822
	Iteration 15Q: 3 clusters Score -371836.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -371850.687500 Penalty: 839.504822
	Iteration 16Q: 3 clusters Score -371850.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -371861.718750 Penalty: 839.504822
	Iteration 17Q: 3 clusters Score -371861.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -371868.125000 Penalty: 839.504822
	Iteration 18Q: 3 clusters Score -371868.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -371874.312500 Penalty: 839.504822
	Iteration 19Q: 3 clusters Score -371874.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -371883.218750 Penalty: 839.504822
	Iteration 20F: 3 clusters Score -371883.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -371893.781250 Penalty: 839.504822
	Iteration 21Q: 3 clusters Score -371893.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -371901.437500 Penalty: 839.504822
	Iteration 22Q: 3 clusters Score -371901.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -371911.531250 Penalty: 839.504822
	Iteration 23Q: 3 clusters Score -371911.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -371922.812500 Penalty: 839.504822
	Iteration 24Q: 3 clusters Score -371922.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -371931.468750 Penalty: 839.504822
	Iteration 25Q: 3 clusters Score -371931.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -371939.812500 Penalty: 839.504822
	Iteration 26Q: 3 clusters Score -371939.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -371952.218750 Penalty: 839.504822
	Iteration 27Q: 3 clusters Score -371952.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -371969.812500 Penalty: 839.504822
	Iteration 28Q: 3 clusters Score -371969.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -371996.312500 Penalty: 839.504822
	Iteration 29Q: 3 clusters Score -371996.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -372028.468750 Penalty: 839.504822
	Iteration 30Q: 3 clusters Score -372028.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -372059.812500 Penalty: 839.504822
	Iteration 31Q: 3 clusters Score -372059.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -372084.218750 Penalty: 839.504822
	Iteration 32Q: 3 clusters Score -372084.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -372097.781250 Penalty: 839.504822
	Iteration 33Q: 3 clusters Score -372097.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -372111.031250 Penalty: 839.504822
	Iteration 34Q: 3 clusters Score -372111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -372116.375000 Penalty: 839.504822
	Iteration 35Q: 3 clusters Score -372116.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -372117.312500 Penalty: 839.504822
	Iteration 36Q: 3 clusters Score -372117.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -372118.281250 Penalty: 839.504822
	Iteration 37Q: 3 clusters Score -372118.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -372118.406250 Penalty: 839.504822
	Iteration 38Q: 3 clusters Score -372118.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -372118.718750 Penalty: 839.504822
	Iteration 39Q: 3 clusters Score -372118.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -372119.750000 Penalty: 839.504822
	Iteration 40F: 3 clusters Score -372119.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -372123.218750 Penalty: 839.504822
	Iteration 41Q: 3 clusters Score -372123.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -372123.156250 Penalty: 839.504822
	Iteration 42Q: 3 clusters Score -372123.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -372123.156250 Penalty: 839.504822
	Iteration 43F: 3 clusters Score -372123.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Entering Unmasked Estep 
Score: -408580.968750 Penalty: 424.884338
	Iteration 0F: 2 clusters Score -408581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -400983.562500 Penalty: 849.768677
	Iteration 0F: 3 clusters Score -400983.6 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -404248.093750 Penalty: 849.768677
	Iteration 1F: 3 clusters Score -404248.1 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -404808.343750 Penalty: 849.768677
	Iteration 2F: 3 clusters Score -404808.3 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -405413.000000 Penalty: 849.768677
	Iteration 3F: 3 clusters Score -405413 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -406059.250000 Penalty: 849.768677
	Iteration 4F: 3 clusters Score -406059.2 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -406700.937500 Penalty: 849.768677
	Iteration 5F: 3 clusters Score -406700.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -407071.656250 Penalty: 849.768677
	Iteration 6F: 3 clusters Score -407071.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -407228.000000 Penalty: 849.768677
	Iteration 7Q: 3 clusters Score -407228 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -407298.781250 Penalty: 849.768677
	Iteration 8Q: 3 clusters Score -407298.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -407338.375000 Penalty: 849.768677
	Iteration 9Q: 3 clusters Score -407338.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -407377.750000 Penalty: 849.768677
	Iteration 10Q: 3 clusters Score -407377.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -407422.468750 Penalty: 849.768677
	Iteration 11Q: 3 clusters Score -407422.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -407466.843750 Penalty: 849.768677
	Iteration 12Q: 3 clusters Score -407466.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -407520.375000 Penalty: 849.768677
	Iteration 13Q: 3 clusters Score -407520.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -407585.562500 Penalty: 849.768677
	Iteration 14Q: 3 clusters Score -407585.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -407656.718750 Penalty: 849.768677
	Iteration 15Q: 3 clusters Score -407656.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -407734.281250 Penalty: 849.768677
	Iteration 16Q: 3 clusters Score -407734.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -407822.656250 Penalty: 849.768677
	Iteration 17Q: 3 clusters Score -407822.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -407927.531250 Penalty: 849.768677
	Iteration 18Q: 3 clusters Score -407927.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -408043.812500 Penalty: 849.768677
	Iteration 19Q: 3 clusters Score -408043.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -408159.312500 Penalty: 849.768677
	Iteration 20F: 3 clusters Score -408159.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -408247.937500 Penalty: 849.768677
	Iteration 21Q: 3 clusters Score -408247.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -408318.281250 Penalty: 849.768677
	Iteration 22Q: 3 clusters Score -408318.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -408362.062500 Penalty: 849.768677
	Iteration 23Q: 3 clusters Score -408362.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -408397.343750 Penalty: 849.768677
	Iteration 24Q: 3 clusters Score -408397.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -408431.156250 Penalty: 849.768677
	Iteration 25Q: 3 clusters Score -408431.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -408468.062500 Penalty: 849.768677
	Iteration 26Q: 3 clusters Score -408468.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -408505.281250 Penalty: 849.768677
	Iteration 27Q: 3 clusters Score -408505.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -408537.468750 Penalty: 849.768677
	Iteration 28Q: 3 clusters Score -408537.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -408568.406250 Penalty: 849.768677
	Iteration 29Q: 3 clusters Score -408568.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -408589.593750 Penalty: 849.768677
	Iteration 30Q: 3 clusters Score -408589.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -408606.562500 Penalty: 849.768677
	Iteration 31Q: 3 clusters Score -408606.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -408621.406250 Penalty: 849.768677
	Iteration 32Q: 3 clusters Score -408621.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -408632.687500 Penalty: 849.768677
	Iteration 33Q: 3 clusters Score -408632.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -408646.031250 Penalty: 849.768677
	Iteration 34Q: 3 clusters Score -408646 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -408655.843750 Penalty: 849.768677
	Iteration 35Q: 3 clusters Score -408655.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -408662.843750 Penalty: 849.768677
	Iteration 36Q: 3 clusters Score -408662.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -408667.906250 Penalty: 849.768677
	Iteration 37Q: 3 clusters Score -408667.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -408675.218750 Penalty: 849.768677
	Iteration 38Q: 3 clusters Score -408675.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -408680.625000 Penalty: 849.768677
	Iteration 39Q: 3 clusters Score -408680.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -408684.812500 Penalty: 849.768677
	Iteration 40F: 3 clusters Score -408684.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -408690.343750 Penalty: 849.768677
	Iteration 41Q: 3 clusters Score -408690.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -408694.031250 Penalty: 849.768677
	Iteration 42Q: 3 clusters Score -408694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -408697.406250 Penalty: 849.768677
	Iteration 43Q: 3 clusters Score -408697.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -408700.312500 Penalty: 849.768677
	Iteration 44Q: 3 clusters Score -408700.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -408703.968750 Penalty: 849.768677
	Iteration 45Q: 3 clusters Score -408704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -408706.625000 Penalty: 849.768677
	Iteration 46Q: 3 clusters Score -408706.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -408709.156250 Penalty: 849.768677
	Iteration 47Q: 3 clusters Score -408709.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -408710.593750 Penalty: 849.768677
	Iteration 48Q: 3 clusters Score -408710.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -408712.750000 Penalty: 849.768677
	Iteration 49Q: 3 clusters Score -408712.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -408713.625000 Penalty: 849.768677
	Iteration 50Q: 3 clusters Score -408713.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -408714.687500 Penalty: 849.768677
	Iteration 51Q: 3 clusters Score -408714.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -408715.718750 Penalty: 849.768677
	Iteration 52Q: 3 clusters Score -408715.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -408715.468750 Penalty: 849.768677
	Iteration 53Q: 3 clusters Score -408715.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -408715.468750 Penalty: 849.768677
	Iteration 54F: 3 clusters Score -408715.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1950 members 
Mstep: Class 3 contains 2762 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 7269 members 
Mstep: Class 6 contains 8114 members 
Mstep: Class 7 contains 11010 members 
Mstep: Class 8 contains 17746 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 10151 members 
Mstep: Class 15 contains 10324 members 
Mstep: Class 16 contains 11982 members 
Mstep: Class 17 contains 3762 members 
Mstep: Class 18 contains 593301 members 
Mstep: Class 19 contains 6712 members 
Mstep: Class 20 contains 2072 members 
Mstep: Class 21 contains 9792 members 
Mstep: Class 22 contains 19972 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 3675 members 
Mstep: Class 26 contains 13431 members 
Mstep: Class 27 contains 570659 members 
Mstep: Class 28 contains 2831 members 
Mstep: Class 29 contains 21957 members 
Mstep: Class 30 contains 6367 members 
Mstep: Class 31 contains 6768 members 
Mstep: Class 32 contains 1279 members 
Mstep: Class 33 contains 2709 members 
Mstep: Class 34 contains 7468 members 
Mstep: Class 35 contains 1907 members 
Mstep: Class 36 contains 1573 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 1039 members 
Entering Unmasked Estep 
Score: -50374996.000000 Penalty: 25097.408203
Splitting cluster 15 changes total score from -50373784.000000 to -50374996.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 16 (11982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Entering Unmasked Estep 
Score: -442355.875000 Penalty: 427.297821
	Iteration 0F: 2 clusters Score -442355.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -434362.375000 Penalty: 854.595642
	Iteration 0F: 3 clusters Score -434362.4 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -437626.531250 Penalty: 854.595642
	Iteration 1F: 3 clusters Score -437626.5 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -438169.000000 Penalty: 854.595642
	Iteration 2F: 3 clusters Score -438169 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -438997.843750 Penalty: 854.595642
	Iteration 3F: 3 clusters Score -438997.8 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -439967.156250 Penalty: 854.595642
	Iteration 4F: 3 clusters Score -439967.2 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -440841.625000 Penalty: 854.595642
	Iteration 5F: 3 clusters Score -440841.6 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -441440.343750 Penalty: 854.595642
	Iteration 6F: 3 clusters Score -441440.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -441905.437500 Penalty: 854.595642
	Iteration 7Q: 3 clusters Score -441905.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -442239.500000 Penalty: 854.595642
	Iteration 8Q: 3 clusters Score -442239.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -442336.375000 Penalty: 854.595642
	Iteration 9Q: 3 clusters Score -442336.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -442370.125000 Penalty: 854.595642
	Iteration 10Q: 3 clusters Score -442370.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -442392.406250 Penalty: 854.595642
	Iteration 11Q: 3 clusters Score -442392.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -442403.437500 Penalty: 854.595642
	Iteration 12Q: 3 clusters Score -442403.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -442414.250000 Penalty: 854.595642
	Iteration 13Q: 3 clusters Score -442414.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -442420.812500 Penalty: 854.595642
	Iteration 14Q: 3 clusters Score -442420.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -442429.125000 Penalty: 854.595642
	Iteration 15Q: 3 clusters Score -442429.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -442439.156250 Penalty: 854.595642
	Iteration 16Q: 3 clusters Score -442439.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -442444.218750 Penalty: 854.595642
	Iteration 17Q: 3 clusters Score -442444.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -442449.531250 Penalty: 854.595642
	Iteration 18Q: 3 clusters Score -442449.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -442451.187500 Penalty: 854.595642
	Iteration 19Q: 3 clusters Score -442451.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -442454.937500 Penalty: 854.595642
	Iteration 20F: 3 clusters Score -442454.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -442458.812500 Penalty: 854.595642
	Iteration 21Q: 3 clusters Score -442458.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -442462.125000 Penalty: 854.595642
	Iteration 22Q: 3 clusters Score -442462.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -442463.625000 Penalty: 854.595642
	Iteration 23Q: 3 clusters Score -442463.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -442464.562500 Penalty: 854.595642
	Iteration 24Q: 3 clusters Score -442464.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -442464.281250 Penalty: 854.595642
	Iteration 25Q: 3 clusters Score -442464.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -442464.062500 Penalty: 854.595642
	Iteration 26Q: 3 clusters Score -442464.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -442463.625000 Penalty: 854.595642
	Iteration 27Q: 3 clusters Score -442463.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -442464.093750 Penalty: 854.595642
	Iteration 28Q: 3 clusters Score -442464.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -442464.468750 Penalty: 854.595642
	Iteration 29Q: 3 clusters Score -442464.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -442464.656250 Penalty: 854.595642
	Iteration 30Q: 3 clusters Score -442464.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -442465.781250 Penalty: 854.595642
	Iteration 31Q: 3 clusters Score -442465.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -442465.406250 Penalty: 854.595642
	Iteration 32Q: 3 clusters Score -442465.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -442465.406250 Penalty: 854.595642
	Iteration 33F: 3 clusters Score -442465.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1950 members 
Mstep: Class 3 contains 2762 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 7269 members 
Mstep: Class 6 contains 8114 members 
Mstep: Class 7 contains 11010 members 
Mstep: Class 8 contains 17746 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 10151 members 
Mstep: Class 15 contains 10324 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 3762 members 
Mstep: Class 18 contains 593301 members 
Mstep: Class 19 contains 6712 members 
Mstep: Class 20 contains 2072 members 
Mstep: Class 21 contains 9792 members 
Mstep: Class 22 contains 19972 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 3675 members 
Mstep: Class 26 contains 13431 members 
Mstep: Class 27 contains 570659 members 
Mstep: Class 28 contains 2831 members 
Mstep: Class 29 contains 21957 members 
Mstep: Class 30 contains 6367 members 
Mstep: Class 31 contains 6768 members 
Mstep: Class 32 contains 1279 members 
Mstep: Class 33 contains 2709 members 
Mstep: Class 34 contains 7468 members 
Mstep: Class 35 contains 1907 members 
Mstep: Class 36 contains 1573 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 11209 members 
Entering Unmasked Estep 
Score: -50374716.000000 Penalty: 25740.931641
Splitting cluster 16 changes total score from -50373784.000000 to -50374716.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 17 (3762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Entering Unmasked Estep 
Score: -140855.921875 Penalty: 374.588135
	Iteration 0F: 2 clusters Score -140855.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -138275.390625 Penalty: 749.176270
	Iteration 0F: 3 clusters Score -138275.4 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -139213.640625 Penalty: 749.176270
	Iteration 1F: 3 clusters Score -139213.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -139345.562500 Penalty: 749.176270
	Iteration 2F: 3 clusters Score -139345.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -139469.796875 Penalty: 749.176270
	Iteration 3F: 3 clusters Score -139469.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -139614.640625 Penalty: 749.176270
	Iteration 4F: 3 clusters Score -139614.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -139757.828125 Penalty: 749.176270
	Iteration 5F: 3 clusters Score -139757.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -139879.093750 Penalty: 749.176270
	Iteration 6Q: 3 clusters Score -139879.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -139965.843750 Penalty: 749.176270
	Iteration 7Q: 3 clusters Score -139965.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -140020.281250 Penalty: 749.176270
	Iteration 8Q: 3 clusters Score -140020.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -140048.968750 Penalty: 749.176270
	Iteration 9Q: 3 clusters Score -140049 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -140067.187500 Penalty: 749.176270
	Iteration 10Q: 3 clusters Score -140067.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -140081.171875 Penalty: 749.176270
	Iteration 11Q: 3 clusters Score -140081.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -140091.859375 Penalty: 749.176270
	Iteration 12Q: 3 clusters Score -140091.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -140107.390625 Penalty: 749.176270
	Iteration 13Q: 3 clusters Score -140107.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -140117.812500 Penalty: 749.176270
	Iteration 14Q: 3 clusters Score -140117.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -140124.562500 Penalty: 749.176270
	Iteration 15Q: 3 clusters Score -140124.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -140130.328125 Penalty: 749.176270
	Iteration 16Q: 3 clusters Score -140130.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -140136.031250 Penalty: 749.176270
	Iteration 17Q: 3 clusters Score -140136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -140142.187500 Penalty: 749.176270
	Iteration 18Q: 3 clusters Score -140142.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -140148.078125 Penalty: 749.176270
	Iteration 19Q: 3 clusters Score -140148.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -140159.640625 Penalty: 749.176270
	Iteration 20F: 3 clusters Score -140159.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -140169.265625 Penalty: 749.176270
	Iteration 21Q: 3 clusters Score -140169.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -140176.734375 Penalty: 749.176270
	Iteration 22Q: 3 clusters Score -140176.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -140184.796875 Penalty: 749.176270
	Iteration 23Q: 3 clusters Score -140184.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -140192.906250 Penalty: 749.176270
	Iteration 24Q: 3 clusters Score -140192.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -140201.437500 Penalty: 749.176270
	Iteration 25Q: 3 clusters Score -140201.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -140207.484375 Penalty: 749.176270
	Iteration 26Q: 3 clusters Score -140207.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -140212.250000 Penalty: 749.176270
	Iteration 27Q: 3 clusters Score -140212.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -140217.312500 Penalty: 749.176270
	Iteration 28Q: 3 clusters Score -140217.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -140220.531250 Penalty: 749.176270
	Iteration 29Q: 3 clusters Score -140220.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -140223.765625 Penalty: 749.176270
	Iteration 30Q: 3 clusters Score -140223.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -140227.703125 Penalty: 749.176270
	Iteration 31Q: 3 clusters Score -140227.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -140233.281250 Penalty: 749.176270
	Iteration 32Q: 3 clusters Score -140233.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -140242.171875 Penalty: 749.176270
	Iteration 33Q: 3 clusters Score -140242.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -140253.359375 Penalty: 749.176270
	Iteration 34Q: 3 clusters Score -140253.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -140263.015625 Penalty: 749.176270
	Iteration 35Q: 3 clusters Score -140263 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -140268.406250 Penalty: 749.176270
	Iteration 36Q: 3 clusters Score -140268.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -140273.375000 Penalty: 749.176270
	Iteration 37Q: 3 clusters Score -140273.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -140278.265625 Penalty: 749.176270
	Iteration 38Q: 3 clusters Score -140278.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -140285.203125 Penalty: 749.176270
	Iteration 39Q: 3 clusters Score -140285.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -140292.281250 Penalty: 749.176270
	Iteration 40F: 3 clusters Score -140292.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -140298.796875 Penalty: 749.176270
	Iteration 41Q: 3 clusters Score -140298.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -140304.718750 Penalty: 749.176270
	Iteration 42Q: 3 clusters Score -140304.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -140312.000000 Penalty: 749.176270
	Iteration 43Q: 3 clusters Score -140312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -140319.890625 Penalty: 749.176270
	Iteration 44Q: 3 clusters Score -140319.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -140330.734375 Penalty: 749.176270
	Iteration 45Q: 3 clusters Score -140330.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -140340.765625 Penalty: 749.176270
	Iteration 46Q: 3 clusters Score -140340.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -140350.265625 Penalty: 749.176270
	Iteration 47Q: 3 clusters Score -140350.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -140356.609375 Penalty: 749.176270
	Iteration 48Q: 3 clusters Score -140356.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -140363.296875 Penalty: 749.176270
	Iteration 49Q: 3 clusters Score -140363.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -140375.484375 Penalty: 749.176270
	Iteration 50Q: 3 clusters Score -140375.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -140386.140625 Penalty: 749.176270
	Iteration 51Q: 3 clusters Score -140386.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -140397.328125 Penalty: 749.176270
	Iteration 52Q: 3 clusters Score -140397.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -140406.921875 Penalty: 749.176270
	Iteration 53Q: 3 clusters Score -140406.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -140417.000000 Penalty: 749.176270
	Iteration 54Q: 3 clusters Score -140417 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -140427.078125 Penalty: 749.176270
	Iteration 55Q: 3 clusters Score -140427.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -140439.078125 Penalty: 749.176270
	Iteration 56Q: 3 clusters Score -140439.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -140458.234375 Penalty: 749.176270
	Iteration 57Q: 3 clusters Score -140458.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -140473.500000 Penalty: 749.176270
	Iteration 58Q: 3 clusters Score -140473.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -140488.343750 Penalty: 749.176270
	Iteration 59Q: 3 clusters Score -140488.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -140498.968750 Penalty: 749.176270
	Iteration 60F: 3 clusters Score -140499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -140508.765625 Penalty: 749.176270
	Iteration 61Q: 3 clusters Score -140508.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -140514.703125 Penalty: 749.176270
	Iteration 62Q: 3 clusters Score -140514.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -140522.125000 Penalty: 749.176270
	Iteration 63Q: 3 clusters Score -140522.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -140527.625000 Penalty: 749.176270
	Iteration 64Q: 3 clusters Score -140527.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -140534.171875 Penalty: 749.176270
	Iteration 65Q: 3 clusters Score -140534.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -140543.453125 Penalty: 749.176270
	Iteration 66Q: 3 clusters Score -140543.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -140555.687500 Penalty: 749.176270
	Iteration 67Q: 3 clusters Score -140555.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -140566.031250 Penalty: 749.176270
	Iteration 68Q: 3 clusters Score -140566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -140573.921875 Penalty: 749.176270
	Iteration 69Q: 3 clusters Score -140573.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -140581.078125 Penalty: 749.176270
	Iteration 70Q: 3 clusters Score -140581.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -140584.468750 Penalty: 749.176270
	Iteration 71Q: 3 clusters Score -140584.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -140588.687500 Penalty: 749.176270
	Iteration 72Q: 3 clusters Score -140588.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -140593.328125 Penalty: 749.176270
	Iteration 73Q: 3 clusters Score -140593.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -140596.000000 Penalty: 749.176270
	Iteration 74Q: 3 clusters Score -140596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -140598.203125 Penalty: 749.176270
	Iteration 75Q: 3 clusters Score -140598.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -140599.640625 Penalty: 749.176270
	Iteration 76Q: 3 clusters Score -140599.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -140603.093750 Penalty: 749.176270
	Iteration 77Q: 3 clusters Score -140603.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -140606.281250 Penalty: 749.176270
	Iteration 78Q: 3 clusters Score -140606.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -140611.218750 Penalty: 749.176270
	Iteration 79Q: 3 clusters Score -140611.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -140615.921875 Penalty: 749.176270
	Iteration 80F: 3 clusters Score -140615.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -140619.453125 Penalty: 749.176270
	Iteration 81Q: 3 clusters Score -140619.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -140621.890625 Penalty: 749.176270
	Iteration 82Q: 3 clusters Score -140621.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -140624.328125 Penalty: 749.176270
	Iteration 83Q: 3 clusters Score -140624.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -140625.046875 Penalty: 749.176270
	Iteration 84Q: 3 clusters Score -140625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -140625.046875 Penalty: 749.176270
	Iteration 85F: 3 clusters Score -140625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (593301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593301 members 
Entering Unmasked Estep 
Score: -22464658.000000 Penalty: 604.852295
	Iteration 0F: 2 clusters Score -2.246466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297166 members 
Mstep: Class 2 contains 296135 members 
Entering Unmasked Estep 
Score: -22063572.000000 Penalty: 1209.704590
	Iteration 0F: 3 clusters Score -2.206357e+07 nChanged 294034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358906 members 
Mstep: Class 2 contains 234395 members 
Entering Unmasked Estep 
Score: -22261382.000000 Penalty: 1209.704590
	Iteration 1F: 3 clusters Score -2.226138e+07 nChanged 41969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393025 members 
Mstep: Class 2 contains 200276 members 
Entering Unmasked Estep 
Score: -22285204.000000 Penalty: 1209.704590
	Iteration 2F: 3 clusters Score -2.22852e+07 nChanged 46720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432969 members 
Mstep: Class 2 contains 160332 members 
Entering Unmasked Estep 
Score: -22318054.000000 Penalty: 1209.704590
	Iteration 3F: 3 clusters Score -2.231805e+07 nChanged 46762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474427 members 
Mstep: Class 2 contains 118874 members 
Entering Unmasked Estep 
Score: -22354926.000000 Penalty: 1209.704590
	Iteration 4F: 3 clusters Score -2.235493e+07 nChanged 39782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510365 members 
Mstep: Class 2 contains 82936 members 
Entering Unmasked Estep 
Score: -22390232.000000 Penalty: 1209.704590
	Iteration 5F: 3 clusters Score -2.239023e+07 nChanged 27121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534640 members 
Mstep: Class 2 contains 58661 members 
Entering Unmasked Estep 
Score: -22417028.000000 Penalty: 1209.704590
	Iteration 6Q: 3 clusters Score -2.241703e+07 nChanged 15460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547068 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -22434564.000000 Penalty: 1209.704590
	Iteration 7Q: 3 clusters Score -2.243456e+07 nChanged 9807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551455 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -22444008.000000 Penalty: 1209.704590
	Iteration 8Q: 3 clusters Score -2.244401e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552498 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -22448326.000000 Penalty: 1209.704590
	Iteration 9Q: 3 clusters Score -2.244833e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552832 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -22450262.000000 Penalty: 1209.704590
	Iteration 10Q: 3 clusters Score -2.245026e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552790 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -22451552.000000 Penalty: 1209.704590
	Iteration 11Q: 3 clusters Score -2.245155e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552499 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -22452220.000000 Penalty: 1209.704590
	Iteration 12Q: 3 clusters Score -2.245222e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552034 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -22452678.000000 Penalty: 1209.704590
	Iteration 13Q: 3 clusters Score -2.245268e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551335 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -22452998.000000 Penalty: 1209.704590
	Iteration 14Q: 3 clusters Score -2.2453e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550490 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -22453200.000000 Penalty: 1209.704590
	Iteration 15Q: 3 clusters Score -2.24532e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549567 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -22453296.000000 Penalty: 1209.704590
	Iteration 16Q: 3 clusters Score -2.24533e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548605 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -22453372.000000 Penalty: 1209.704590
	Iteration 17Q: 3 clusters Score -2.245337e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547614 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -22453282.000000 Penalty: 1209.704590
	Iteration 18Q: 3 clusters Score -2.245328e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546620 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -22453272.000000 Penalty: 1209.704590
	Iteration 19Q: 3 clusters Score -2.245327e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545643 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -22453260.000000 Penalty: 1209.704590
	Iteration 20F: 3 clusters Score -2.245326e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544546 members 
Mstep: Class 2 contains 48755 members 
Entering Unmasked Estep 
Score: -22453226.000000 Penalty: 1209.704590
	Iteration 21Q: 3 clusters Score -2.245323e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543390 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -22453094.000000 Penalty: 1209.704590
	Iteration 22Q: 3 clusters Score -2.245309e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542221 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -22452926.000000 Penalty: 1209.704590
	Iteration 23Q: 3 clusters Score -2.245293e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541047 members 
Mstep: Class 2 contains 52254 members 
Entering Unmasked Estep 
Score: -22452904.000000 Penalty: 1209.704590
	Iteration 24Q: 3 clusters Score -2.24529e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539913 members 
Mstep: Class 2 contains 53388 members 
Entering Unmasked Estep 
Score: -22452800.000000 Penalty: 1209.704590
	Iteration 25Q: 3 clusters Score -2.24528e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538763 members 
Mstep: Class 2 contains 54538 members 
Entering Unmasked Estep 
Score: -22452734.000000 Penalty: 1209.704590
	Iteration 26Q: 3 clusters Score -2.245273e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537556 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -22452698.000000 Penalty: 1209.704590
	Iteration 27Q: 3 clusters Score -2.24527e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536333 members 
Mstep: Class 2 contains 56968 members 
Entering Unmasked Estep 
Score: -22452518.000000 Penalty: 1209.704590
	Iteration 28Q: 3 clusters Score -2.245252e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535069 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -22452398.000000 Penalty: 1209.704590
	Iteration 29Q: 3 clusters Score -2.24524e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533872 members 
Mstep: Class 2 contains 59429 members 
Entering Unmasked Estep 
Score: -22452278.000000 Penalty: 1209.704590
	Iteration 30Q: 3 clusters Score -2.245228e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532667 members 
Mstep: Class 2 contains 60634 members 
Entering Unmasked Estep 
Score: -22452206.000000 Penalty: 1209.704590
	Iteration 31Q: 3 clusters Score -2.245221e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531443 members 
Mstep: Class 2 contains 61858 members 
Entering Unmasked Estep 
Score: -22452134.000000 Penalty: 1209.704590
	Iteration 32Q: 3 clusters Score -2.245213e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530192 members 
Mstep: Class 2 contains 63109 members 
Entering Unmasked Estep 
Score: -22451998.000000 Penalty: 1209.704590
	Iteration 33Q: 3 clusters Score -2.2452e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528960 members 
Mstep: Class 2 contains 64341 members 
Entering Unmasked Estep 
Score: -22451764.000000 Penalty: 1209.704590
	Iteration 34Q: 3 clusters Score -2.245176e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527756 members 
Mstep: Class 2 contains 65545 members 
Entering Unmasked Estep 
Score: -22451706.000000 Penalty: 1209.704590
	Iteration 35Q: 3 clusters Score -2.245171e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526562 members 
Mstep: Class 2 contains 66739 members 
Entering Unmasked Estep 
Score: -22451622.000000 Penalty: 1209.704590
	Iteration 36Q: 3 clusters Score -2.245162e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525336 members 
Mstep: Class 2 contains 67965 members 
Entering Unmasked Estep 
Score: -22451518.000000 Penalty: 1209.704590
	Iteration 37Q: 3 clusters Score -2.245152e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524112 members 
Mstep: Class 2 contains 69189 members 
Entering Unmasked Estep 
Score: -22451408.000000 Penalty: 1209.704590
	Iteration 38Q: 3 clusters Score -2.245141e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522892 members 
Mstep: Class 2 contains 70409 members 
Entering Unmasked Estep 
Score: -22451374.000000 Penalty: 1209.704590
	Iteration 39Q: 3 clusters Score -2.245137e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521738 members 
Mstep: Class 2 contains 71563 members 
Entering Unmasked Estep 
Score: -22451276.000000 Penalty: 1209.704590
	Iteration 40F: 3 clusters Score -2.245128e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520589 members 
Mstep: Class 2 contains 72712 members 
Entering Unmasked Estep 
Score: -22451234.000000 Penalty: 1209.704590
	Iteration 41Q: 3 clusters Score -2.245123e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519413 members 
Mstep: Class 2 contains 73888 members 
Entering Unmasked Estep 
Score: -22451230.000000 Penalty: 1209.704590
	Iteration 42Q: 3 clusters Score -2.245123e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518232 members 
Mstep: Class 2 contains 75069 members 
Entering Unmasked Estep 
Score: -22451172.000000 Penalty: 1209.704590
	Iteration 43Q: 3 clusters Score -2.245117e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517086 members 
Mstep: Class 2 contains 76215 members 
Entering Unmasked Estep 
Score: -22451174.000000 Penalty: 1209.704590
	Iteration 44Q: 3 clusters Score -2.245117e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515924 members 
Mstep: Class 2 contains 77377 members 
Entering Unmasked Estep 
Score: -22451072.000000 Penalty: 1209.704590
	Iteration 45Q: 3 clusters Score -2.245107e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514868 members 
Mstep: Class 2 contains 78433 members 
Entering Unmasked Estep 
Score: -22451086.000000 Penalty: 1209.704590
	Iteration 46Q: 3 clusters Score -2.245109e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513834 members 
Mstep: Class 2 contains 79467 members 
Entering Unmasked Estep 
Score: -22451072.000000 Penalty: 1209.704590
	Iteration 47Q: 3 clusters Score -2.245107e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512885 members 
Mstep: Class 2 contains 80416 members 
Entering Unmasked Estep 
Score: -22450964.000000 Penalty: 1209.704590
	Iteration 48Q: 3 clusters Score -2.245096e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511996 members 
Mstep: Class 2 contains 81305 members 
Entering Unmasked Estep 
Score: -22451002.000000 Penalty: 1209.704590
	Iteration 49Q: 3 clusters Score -2.2451e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511112 members 
Mstep: Class 2 contains 82189 members 
Entering Unmasked Estep 
Score: -22450926.000000 Penalty: 1209.704590
	Iteration 50Q: 3 clusters Score -2.245093e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510236 members 
Mstep: Class 2 contains 83065 members 
Entering Unmasked Estep 
Score: -22450870.000000 Penalty: 1209.704590
	Iteration 51Q: 3 clusters Score -2.245087e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509380 members 
Mstep: Class 2 contains 83921 members 
Entering Unmasked Estep 
Score: -22450844.000000 Penalty: 1209.704590
	Iteration 52Q: 3 clusters Score -2.245084e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508549 members 
Mstep: Class 2 contains 84752 members 
Entering Unmasked Estep 
Score: -22450838.000000 Penalty: 1209.704590
	Iteration 53Q: 3 clusters Score -2.245084e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507776 members 
Mstep: Class 2 contains 85525 members 
Entering Unmasked Estep 
Score: -22450836.000000 Penalty: 1209.704590
	Iteration 54Q: 3 clusters Score -2.245084e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507056 members 
Mstep: Class 2 contains 86245 members 
Entering Unmasked Estep 
Score: -22450846.000000 Penalty: 1209.704590
	Iteration 55Q: 3 clusters Score -2.245085e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506420 members 
Mstep: Class 2 contains 86881 members 
Entering Unmasked Estep 
Score: -22450754.000000 Penalty: 1209.704590
	Iteration 56Q: 3 clusters Score -2.245075e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505777 members 
Mstep: Class 2 contains 87524 members 
Entering Unmasked Estep 
Score: -22450732.000000 Penalty: 1209.704590
	Iteration 57Q: 3 clusters Score -2.245073e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505207 members 
Mstep: Class 2 contains 88094 members 
Entering Unmasked Estep 
Score: -22450664.000000 Penalty: 1209.704590
	Iteration 58Q: 3 clusters Score -2.245066e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504641 members 
Mstep: Class 2 contains 88660 members 
Entering Unmasked Estep 
Score: -22450650.000000 Penalty: 1209.704590
	Iteration 59Q: 3 clusters Score -2.245065e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504122 members 
Mstep: Class 2 contains 89179 members 
Entering Unmasked Estep 
Score: -22450638.000000 Penalty: 1209.704590
	Iteration 60F: 3 clusters Score -2.245064e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503643 members 
Mstep: Class 2 contains 89658 members 
Entering Unmasked Estep 
Score: -22450570.000000 Penalty: 1209.704590
	Iteration 61Q: 3 clusters Score -2.245057e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503204 members 
Mstep: Class 2 contains 90097 members 
Entering Unmasked Estep 
Score: -22450484.000000 Penalty: 1209.704590
	Iteration 62Q: 3 clusters Score -2.245048e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502796 members 
Mstep: Class 2 contains 90505 members 
Entering Unmasked Estep 
Score: -22450440.000000 Penalty: 1209.704590
	Iteration 63Q: 3 clusters Score -2.245044e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502403 members 
Mstep: Class 2 contains 90898 members 
Entering Unmasked Estep 
Score: -22450360.000000 Penalty: 1209.704590
	Iteration 64Q: 3 clusters Score -2.245036e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502055 members 
Mstep: Class 2 contains 91246 members 
Entering Unmasked Estep 
Score: -22450394.000000 Penalty: 1209.704590
	Iteration 65Q: 3 clusters Score -2.245039e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501736 members 
Mstep: Class 2 contains 91565 members 
Entering Unmasked Estep 
Score: -22450416.000000 Penalty: 1209.704590
	Iteration 66Q: 3 clusters Score -2.245042e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501483 members 
Mstep: Class 2 contains 91818 members 
Entering Unmasked Estep 
Score: -22450396.000000 Penalty: 1209.704590
	Iteration 67Q: 3 clusters Score -2.24504e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501242 members 
Mstep: Class 2 contains 92059 members 
Entering Unmasked Estep 
Score: -22450336.000000 Penalty: 1209.704590
	Iteration 68Q: 3 clusters Score -2.245034e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501013 members 
Mstep: Class 2 contains 92288 members 
Entering Unmasked Estep 
Score: -22450322.000000 Penalty: 1209.704590
	Iteration 69Q: 3 clusters Score -2.245032e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500810 members 
Mstep: Class 2 contains 92491 members 
Entering Unmasked Estep 
Score: -22450302.000000 Penalty: 1209.704590
	Iteration 70Q: 3 clusters Score -2.24503e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500639 members 
Mstep: Class 2 contains 92662 members 
Entering Unmasked Estep 
Score: -22450278.000000 Penalty: 1209.704590
	Iteration 71Q: 3 clusters Score -2.245028e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500478 members 
Mstep: Class 2 contains 92823 members 
Entering Unmasked Estep 
Score: -22450284.000000 Penalty: 1209.704590
	Iteration 72Q: 3 clusters Score -2.245028e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500318 members 
Mstep: Class 2 contains 92983 members 
Entering Unmasked Estep 
Score: -22450286.000000 Penalty: 1209.704590
	Iteration 73Q: 3 clusters Score -2.245029e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500184 members 
Mstep: Class 2 contains 93117 members 
Entering Unmasked Estep 
Score: -22450258.000000 Penalty: 1209.704590
	Iteration 74Q: 3 clusters Score -2.245026e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500078 members 
Mstep: Class 2 contains 93223 members 
Entering Unmasked Estep 
Score: -22450282.000000 Penalty: 1209.704590
	Iteration 75Q: 3 clusters Score -2.245028e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499984 members 
Mstep: Class 2 contains 93317 members 
Entering Unmasked Estep 
Score: -22450260.000000 Penalty: 1209.704590
	Iteration 76Q: 3 clusters Score -2.245026e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499901 members 
Mstep: Class 2 contains 93400 members 
Entering Unmasked Estep 
Score: -22450286.000000 Penalty: 1209.704590
	Iteration 77Q: 3 clusters Score -2.245029e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499828 members 
Mstep: Class 2 contains 93473 members 
Entering Unmasked Estep 
Score: -22450282.000000 Penalty: 1209.704590
	Iteration 78Q: 3 clusters Score -2.245028e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499758 members 
Mstep: Class 2 contains 93543 members 
Entering Unmasked Estep 
Score: -22450250.000000 Penalty: 1209.704590
	Iteration 79Q: 3 clusters Score -2.245025e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499680 members 
Mstep: Class 2 contains 93621 members 
Entering Unmasked Estep 
Score: -22450236.000000 Penalty: 1209.704590
	Iteration 80F: 3 clusters Score -2.245024e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499626 members 
Mstep: Class 2 contains 93675 members 
Entering Unmasked Estep 
Score: -22450252.000000 Penalty: 1209.704590
	Iteration 81Q: 3 clusters Score -2.245025e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499582 members 
Mstep: Class 2 contains 93719 members 
Entering Unmasked Estep 
Score: -22450228.000000 Penalty: 1209.704590
	Iteration 82Q: 3 clusters Score -2.245023e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499533 members 
Mstep: Class 2 contains 93768 members 
Entering Unmasked Estep 
Score: -22450220.000000 Penalty: 1209.704590
	Iteration 83Q: 3 clusters Score -2.245022e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499481 members 
Mstep: Class 2 contains 93820 members 
Entering Unmasked Estep 
Score: -22450214.000000 Penalty: 1209.704590
	Iteration 84Q: 3 clusters Score -2.245021e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499426 members 
Mstep: Class 2 contains 93875 members 
Entering Unmasked Estep 
Score: -22450228.000000 Penalty: 1209.704590
	Iteration 85Q: 3 clusters Score -2.245023e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499386 members 
Mstep: Class 2 contains 93915 members 
Entering Unmasked Estep 
Score: -22450234.000000 Penalty: 1209.704590
	Iteration 86Q: 3 clusters Score -2.245023e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499327 members 
Mstep: Class 2 contains 93974 members 
Entering Unmasked Estep 
Score: -22450224.000000 Penalty: 1209.704590
	Iteration 87Q: 3 clusters Score -2.245022e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499274 members 
Mstep: Class 2 contains 94027 members 
Entering Unmasked Estep 
Score: -22450218.000000 Penalty: 1209.704590
	Iteration 88Q: 3 clusters Score -2.245022e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499223 members 
Mstep: Class 2 contains 94078 members 
Entering Unmasked Estep 
Score: -22450238.000000 Penalty: 1209.704590
	Iteration 89Q: 3 clusters Score -2.245024e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499159 members 
Mstep: Class 2 contains 94142 members 
Entering Unmasked Estep 
Score: -22450238.000000 Penalty: 1209.704590
	Iteration 90Q: 3 clusters Score -2.245024e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499086 members 
Mstep: Class 2 contains 94215 members 
Entering Unmasked Estep 
Score: -22450230.000000 Penalty: 1209.704590
	Iteration 91Q: 3 clusters Score -2.245023e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499016 members 
Mstep: Class 2 contains 94285 members 
Entering Unmasked Estep 
Score: -22450232.000000 Penalty: 1209.704590
	Iteration 92Q: 3 clusters Score -2.245023e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498956 members 
Mstep: Class 2 contains 94345 members 
Entering Unmasked Estep 
Score: -22450242.000000 Penalty: 1209.704590
	Iteration 93Q: 3 clusters Score -2.245024e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498883 members 
Mstep: Class 2 contains 94418 members 
Entering Unmasked Estep 
Score: -22450248.000000 Penalty: 1209.704590
	Iteration 94Q: 3 clusters Score -2.245025e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498822 members 
Mstep: Class 2 contains 94479 members 
Entering Unmasked Estep 
Score: -22450264.000000 Penalty: 1209.704590
	Iteration 95Q: 3 clusters Score -2.245026e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498770 members 
Mstep: Class 2 contains 94531 members 
Entering Unmasked Estep 
Score: -22450260.000000 Penalty: 1209.704590
	Iteration 96Q: 3 clusters Score -2.245026e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498731 members 
Mstep: Class 2 contains 94570 members 
Entering Unmasked Estep 
Score: -22450284.000000 Penalty: 1209.704590
	Iteration 97Q: 3 clusters Score -2.245028e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498704 members 
Mstep: Class 2 contains 94597 members 
Entering Unmasked Estep 
Score: -22450270.000000 Penalty: 1209.704590
	Iteration 98Q: 3 clusters Score -2.245027e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498689 members 
Mstep: Class 2 contains 94612 members 
Entering Unmasked Estep 
Score: -22450274.000000 Penalty: 1209.704590
	Iteration 99Q: 3 clusters Score -2.245027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498678 members 
Mstep: Class 2 contains 94623 members 
Entering Unmasked Estep 
Score: -22450252.000000 Penalty: 1209.704590
	Iteration 100F: 3 clusters Score -2.245025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498660 members 
Mstep: Class 2 contains 94641 members 
Entering Unmasked Estep 
Score: -22450254.000000 Penalty: 1209.704590
	Iteration 101Q: 3 clusters Score -2.245025e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498646 members 
Mstep: Class 2 contains 94655 members 
Entering Unmasked Estep 
Score: -22450268.000000 Penalty: 1209.704590
	Iteration 102Q: 3 clusters Score -2.245027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498640 members 
Mstep: Class 2 contains 94661 members 
Entering Unmasked Estep 
Score: -22450260.000000 Penalty: 1209.704590
	Iteration 103Q: 3 clusters Score -2.245026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498635 members 
Mstep: Class 2 contains 94666 members 
Entering Unmasked Estep 
Score: -22450252.000000 Penalty: 1209.704590
	Iteration 104Q: 3 clusters Score -2.245025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498631 members 
Mstep: Class 2 contains 94670 members 
Entering Unmasked Estep 
Score: -22450258.000000 Penalty: 1209.704590
	Iteration 105Q: 3 clusters Score -2.245026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498631 members 
Mstep: Class 2 contains 94670 members 
Entering Unmasked Estep 
Score: -22450260.000000 Penalty: 1209.704590
	Iteration 106Q: 3 clusters Score -2.245026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498628 members 
Mstep: Class 2 contains 94673 members 
Entering Unmasked Estep 
Score: -22450254.000000 Penalty: 1209.704590
	Iteration 107Q: 3 clusters Score -2.245025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498623 members 
Mstep: Class 2 contains 94678 members 
Entering Unmasked Estep 
Score: -22450248.000000 Penalty: 1209.704590
	Iteration 108Q: 3 clusters Score -2.245025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498623 members 
Mstep: Class 2 contains 94678 members 
Entering Unmasked Estep 
Score: -22450248.000000 Penalty: 1209.704590
	Iteration 109F: 3 clusters Score -2.245025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Entering Unmasked Estep 
Score: -234706.109375 Penalty: 400.930176
	Iteration 0F: 2 clusters Score -234706.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -230246.015625 Penalty: 801.860352
	Iteration 0F: 3 clusters Score -230246 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -232010.515625 Penalty: 801.860352
	Iteration 1F: 3 clusters Score -232010.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -232339.109375 Penalty: 801.860352
	Iteration 2F: 3 clusters Score -232339.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -232680.031250 Penalty: 801.860352
	Iteration 3F: 3 clusters Score -232680 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -232964.234375 Penalty: 801.860352
	Iteration 4F: 3 clusters Score -232964.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -233222.468750 Penalty: 801.860352
	Iteration 5F: 3 clusters Score -233222.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -233424.015625 Penalty: 801.860352
	Iteration 6F: 3 clusters Score -233424 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -233599.265625 Penalty: 801.860352
	Iteration 7Q: 3 clusters Score -233599.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -233743.296875 Penalty: 801.860352
	Iteration 8Q: 3 clusters Score -233743.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -233865.421875 Penalty: 801.860352
	Iteration 9Q: 3 clusters Score -233865.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -233970.265625 Penalty: 801.860352
	Iteration 10Q: 3 clusters Score -233970.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -234056.875000 Penalty: 801.860352
	Iteration 11Q: 3 clusters Score -234056.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -234129.812500 Penalty: 801.860352
	Iteration 12Q: 3 clusters Score -234129.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -234195.593750 Penalty: 801.860352
	Iteration 13Q: 3 clusters Score -234195.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -234258.656250 Penalty: 801.860352
	Iteration 14Q: 3 clusters Score -234258.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -234307.375000 Penalty: 801.860352
	Iteration 15Q: 3 clusters Score -234307.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -234350.312500 Penalty: 801.860352
	Iteration 16Q: 3 clusters Score -234350.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -234387.093750 Penalty: 801.860352
	Iteration 17Q: 3 clusters Score -234387.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -234412.328125 Penalty: 801.860352
	Iteration 18Q: 3 clusters Score -234412.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -234432.078125 Penalty: 801.860352
	Iteration 19Q: 3 clusters Score -234432.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -234442.250000 Penalty: 801.860352
	Iteration 20F: 3 clusters Score -234442.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -234448.906250 Penalty: 801.860352
	Iteration 21Q: 3 clusters Score -234448.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -234456.359375 Penalty: 801.860352
	Iteration 22Q: 3 clusters Score -234456.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -234457.750000 Penalty: 801.860352
	Iteration 23Q: 3 clusters Score -234457.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -234458.546875 Penalty: 801.860352
	Iteration 24Q: 3 clusters Score -234458.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -234458.921875 Penalty: 801.860352
	Iteration 25Q: 3 clusters Score -234458.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -234459.359375 Penalty: 801.860352
	Iteration 26Q: 3 clusters Score -234459.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -234459.031250 Penalty: 801.860352
	Iteration 27Q: 3 clusters Score -234459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -234459.390625 Penalty: 801.860352
	Iteration 28Q: 3 clusters Score -234459.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -234459.390625 Penalty: 801.860352
	Iteration 29F: 3 clusters Score -234459.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Entering Unmasked Estep 
Score: -73617.382812 Penalty: 347.450256
	Iteration 0F: 2 clusters Score -73617.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -72205.632812 Penalty: 694.900513
	Iteration 0F: 3 clusters Score -72205.63 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -72862.203125 Penalty: 694.900513
	Iteration 1F: 3 clusters Score -72862.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -73107.484375 Penalty: 694.900513
	Iteration 2F: 3 clusters Score -73107.48 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -73251.156250 Penalty: 694.900513
	Iteration 3F: 3 clusters Score -73251.16 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -73383.578125 Penalty: 694.900513
	Iteration 4F: 3 clusters Score -73383.58 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -73463.210938 Penalty: 694.900513
	Iteration 5Q: 3 clusters Score -73463.21 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -73521.921875 Penalty: 694.900513
	Iteration 6Q: 3 clusters Score -73521.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -73552.898438 Penalty: 694.900513
	Iteration 7Q: 3 clusters Score -73552.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -73570.992188 Penalty: 694.900513
	Iteration 8Q: 3 clusters Score -73570.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -73580.375000 Penalty: 694.900513
	Iteration 9Q: 3 clusters Score -73580.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -73588.046875 Penalty: 694.900513
	Iteration 10Q: 3 clusters Score -73588.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -73596.406250 Penalty: 694.900513
	Iteration 11Q: 3 clusters Score -73596.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -73605.343750 Penalty: 694.900513
	Iteration 12Q: 3 clusters Score -73605.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -73608.632812 Penalty: 694.900513
	Iteration 13Q: 3 clusters Score -73608.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73610.468750 Penalty: 694.900513
	Iteration 14Q: 3 clusters Score -73610.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -73611.750000 Penalty: 694.900513
	Iteration 15Q: 3 clusters Score -73611.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -73612.484375 Penalty: 694.900513
	Iteration 16Q: 3 clusters Score -73612.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -73613.085938 Penalty: 694.900513
	Iteration 17Q: 3 clusters Score -73613.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73613.257812 Penalty: 694.900513
	Iteration 18Q: 3 clusters Score -73613.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73613.257812 Penalty: 694.900513
	Iteration 19F: 3 clusters Score -73613.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Entering Unmasked Estep 
Score: -359824.156250 Penalty: 418.114075
	Iteration 0F: 2 clusters Score -359824.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -353341.562500 Penalty: 836.228149
	Iteration 0F: 3 clusters Score -353341.6 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -356328.437500 Penalty: 836.228149
	Iteration 1F: 3 clusters Score -356328.4 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -356922.281250 Penalty: 836.228149
	Iteration 2F: 3 clusters Score -356922.3 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -357549.187500 Penalty: 836.228149
	Iteration 3F: 3 clusters Score -357549.2 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -358116.906250 Penalty: 836.228149
	Iteration 4F: 3 clusters Score -358116.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -358603.937500 Penalty: 836.228149
	Iteration 5F: 3 clusters Score -358603.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -358902.218750 Penalty: 836.228149
	Iteration 6Q: 3 clusters Score -358902.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -359119.687500 Penalty: 836.228149
	Iteration 7Q: 3 clusters Score -359119.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -359269.625000 Penalty: 836.228149
	Iteration 8Q: 3 clusters Score -359269.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -359407.937500 Penalty: 836.228149
	Iteration 9Q: 3 clusters Score -359407.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -359530.875000 Penalty: 836.228149
	Iteration 10Q: 3 clusters Score -359530.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -359626.781250 Penalty: 836.228149
	Iteration 11Q: 3 clusters Score -359626.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -359691.062500 Penalty: 836.228149
	Iteration 12Q: 3 clusters Score -359691.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -359728.218750 Penalty: 836.228149
	Iteration 13Q: 3 clusters Score -359728.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -359746.718750 Penalty: 836.228149
	Iteration 14Q: 3 clusters Score -359746.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -359758.750000 Penalty: 836.228149
	Iteration 15Q: 3 clusters Score -359758.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -359770.531250 Penalty: 836.228149
	Iteration 16Q: 3 clusters Score -359770.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -359775.750000 Penalty: 836.228149
	Iteration 17Q: 3 clusters Score -359775.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -359780.812500 Penalty: 836.228149
	Iteration 18Q: 3 clusters Score -359780.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -359783.906250 Penalty: 836.228149
	Iteration 19Q: 3 clusters Score -359783.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -359786.718750 Penalty: 836.228149
	Iteration 20F: 3 clusters Score -359786.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -359787.218750 Penalty: 836.228149
	Iteration 21Q: 3 clusters Score -359787.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -359789.093750 Penalty: 836.228149
	Iteration 22Q: 3 clusters Score -359789.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -359792.281250 Penalty: 836.228149
	Iteration 23Q: 3 clusters Score -359792.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -359794.781250 Penalty: 836.228149
	Iteration 24Q: 3 clusters Score -359794.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -359795.781250 Penalty: 836.228149
	Iteration 25Q: 3 clusters Score -359795.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -359797.000000 Penalty: 836.228149
	Iteration 26Q: 3 clusters Score -359797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -359798.218750 Penalty: 836.228149
	Iteration 27Q: 3 clusters Score -359798.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -359799.093750 Penalty: 836.228149
	Iteration 28Q: 3 clusters Score -359799.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -359799.062500 Penalty: 836.228149
	Iteration 29Q: 3 clusters Score -359799.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -359799.562500 Penalty: 836.228149
	Iteration 30Q: 3 clusters Score -359799.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -359799.687500 Penalty: 836.228149
	Iteration 31Q: 3 clusters Score -359799.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -359800.562500 Penalty: 836.228149
	Iteration 32Q: 3 clusters Score -359800.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -359801.062500 Penalty: 836.228149
	Iteration 33Q: 3 clusters Score -359801.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -359800.875000 Penalty: 836.228149
	Iteration 34Q: 3 clusters Score -359800.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -359802.343750 Penalty: 836.228149
	Iteration 35Q: 3 clusters Score -359802.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -359802.312500 Penalty: 836.228149
	Iteration 36Q: 3 clusters Score -359802.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -359801.968750 Penalty: 836.228149
	Iteration 37Q: 3 clusters Score -359802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -359802.968750 Penalty: 836.228149
	Iteration 38Q: 3 clusters Score -359803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -359803.812500 Penalty: 836.228149
	Iteration 39Q: 3 clusters Score -359803.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -359805.843750 Penalty: 836.228149
	Iteration 40F: 3 clusters Score -359805.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -359806.531250 Penalty: 836.228149
	Iteration 41Q: 3 clusters Score -359806.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -359806.531250 Penalty: 836.228149
	Iteration 42F: 3 clusters Score -359806.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Entering Unmasked Estep 
Score: -702469.875000 Penalty: 450.544922
	Iteration 0F: 2 clusters Score -702469.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -689254.062500 Penalty: 901.089844
	Iteration 0F: 3 clusters Score -689254.1 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -695245.625000 Penalty: 901.089844
	Iteration 1F: 3 clusters Score -695245.6 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -696194.375000 Penalty: 901.089844
	Iteration 2F: 3 clusters Score -696194.4 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -697286.375000 Penalty: 901.089844
	Iteration 3F: 3 clusters Score -697286.4 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -698402.625000 Penalty: 901.089844
	Iteration 4F: 3 clusters Score -698402.6 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -699500.562500 Penalty: 901.089844
	Iteration 5F: 3 clusters Score -699500.6 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -700333.375000 Penalty: 901.089844
	Iteration 6F: 3 clusters Score -700333.4 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -700702.750000 Penalty: 901.089844
	Iteration 7Q: 3 clusters Score -700702.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -700855.312500 Penalty: 901.089844
	Iteration 8Q: 3 clusters Score -700855.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -700944.187500 Penalty: 901.089844
	Iteration 9Q: 3 clusters Score -700944.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -701018.312500 Penalty: 901.089844
	Iteration 10Q: 3 clusters Score -701018.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -701091.687500 Penalty: 901.089844
	Iteration 11Q: 3 clusters Score -701091.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -701165.125000 Penalty: 901.089844
	Iteration 12Q: 3 clusters Score -701165.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -701248.000000 Penalty: 901.089844
	Iteration 13Q: 3 clusters Score -701248 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -701345.187500 Penalty: 901.089844
	Iteration 14Q: 3 clusters Score -701345.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -701468.375000 Penalty: 901.089844
	Iteration 15Q: 3 clusters Score -701468.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -701587.750000 Penalty: 901.089844
	Iteration 16Q: 3 clusters Score -701587.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -701703.687500 Penalty: 901.089844
	Iteration 17Q: 3 clusters Score -701703.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -701852.500000 Penalty: 901.089844
	Iteration 18Q: 3 clusters Score -701852.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -702022.437500 Penalty: 901.089844
	Iteration 19Q: 3 clusters Score -702022.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -702210.062500 Penalty: 901.089844
	Iteration 20F: 3 clusters Score -702210.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -702427.375000 Penalty: 901.089844
	Iteration 21Q: 3 clusters Score -702427.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -702724.125000 Penalty: 901.089844
	Iteration 22Q: 3 clusters Score -702724.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -703134.250000 Penalty: 901.089844
	Iteration 23Q: 3 clusters Score -703134.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -703543.500000 Penalty: 901.089844
	Iteration 24Q: 3 clusters Score -703543.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -703867.750000 Penalty: 901.089844
	Iteration 25Q: 3 clusters Score -703867.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -704077.125000 Penalty: 901.089844
	Iteration 26Q: 3 clusters Score -704077.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -704238.687500 Penalty: 901.089844
	Iteration 27Q: 3 clusters Score -704238.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -704363.000000 Penalty: 901.089844
	Iteration 28Q: 3 clusters Score -704363 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -704469.937500 Penalty: 901.089844
	Iteration 29Q: 3 clusters Score -704469.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -704543.437500 Penalty: 901.089844
	Iteration 30Q: 3 clusters Score -704543.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -704602.562500 Penalty: 901.089844
	Iteration 31Q: 3 clusters Score -704602.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -704648.750000 Penalty: 901.089844
	Iteration 32Q: 3 clusters Score -704648.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -704680.937500 Penalty: 901.089844
	Iteration 33Q: 3 clusters Score -704680.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -704712.000000 Penalty: 901.089844
	Iteration 34Q: 3 clusters Score -704712 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -704732.875000 Penalty: 901.089844
	Iteration 35Q: 3 clusters Score -704732.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -704747.625000 Penalty: 901.089844
	Iteration 36Q: 3 clusters Score -704747.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -704754.312500 Penalty: 901.089844
	Iteration 37Q: 3 clusters Score -704754.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -704760.250000 Penalty: 901.089844
	Iteration 38Q: 3 clusters Score -704760.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -704765.125000 Penalty: 901.089844
	Iteration 39Q: 3 clusters Score -704765.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -704845.312500 Penalty: 901.089844
	Iteration 40F: 3 clusters Score -704845.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -704900.062500 Penalty: 901.089844
	Iteration 41Q: 3 clusters Score -704900.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -704949.312500 Penalty: 901.089844
	Iteration 42Q: 3 clusters Score -704949.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -704977.125000 Penalty: 901.089844
	Iteration 43Q: 3 clusters Score -704977.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -704986.500000 Penalty: 901.089844
	Iteration 44Q: 3 clusters Score -704986.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -704996.687500 Penalty: 901.089844
	Iteration 45Q: 3 clusters Score -704996.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -705001.062500 Penalty: 901.089844
	Iteration 46Q: 3 clusters Score -705001.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -705004.250000 Penalty: 901.089844
	Iteration 47Q: 3 clusters Score -705004.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -705005.875000 Penalty: 901.089844
	Iteration 48Q: 3 clusters Score -705005.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -705003.875000 Penalty: 901.089844
	Iteration 49Q: 3 clusters Score -705003.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -705007.437500 Penalty: 901.089844
	Iteration 50Q: 3 clusters Score -705007.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -705009.375000 Penalty: 901.089844
	Iteration 51Q: 3 clusters Score -705009.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -705011.187500 Penalty: 901.089844
	Iteration 52Q: 3 clusters Score -705011.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -705010.812500 Penalty: 901.089844
	Iteration 53Q: 3 clusters Score -705010.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -705013.875000 Penalty: 901.089844
	Iteration 54Q: 3 clusters Score -705013.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -705011.875000 Penalty: 901.089844
	Iteration 55Q: 3 clusters Score -705011.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -705014.500000 Penalty: 901.089844
	Iteration 56Q: 3 clusters Score -705014.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -705017.000000 Penalty: 901.089844
	Iteration 57Q: 3 clusters Score -705017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -705016.312500 Penalty: 901.089844
	Iteration 58Q: 3 clusters Score -705016.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -705015.750000 Penalty: 901.089844
	Iteration 59Q: 3 clusters Score -705015.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -705015.250000 Penalty: 901.089844
	Iteration 60F: 3 clusters Score -705015.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -705015.625000 Penalty: 901.089844
	Iteration 61Q: 3 clusters Score -705015.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -705015.437500 Penalty: 901.089844
	Iteration 62Q: 3 clusters Score -705015.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -705015.000000 Penalty: 901.089844
	Iteration 63Q: 3 clusters Score -705015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -705014.875000 Penalty: 901.089844
	Iteration 64Q: 3 clusters Score -705014.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -705015.250000 Penalty: 901.089844
	Iteration 65Q: 3 clusters Score -705015.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -705014.687500 Penalty: 901.089844
	Iteration 66Q: 3 clusters Score -705014.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -705015.187500 Penalty: 901.089844
	Iteration 67Q: 3 clusters Score -705015.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -705015.125000 Penalty: 901.089844
	Iteration 68Q: 3 clusters Score -705015.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -705015.125000 Penalty: 901.089844
	Iteration 69F: 3 clusters Score -705015.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1950 members 
Mstep: Class 3 contains 2762 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 7269 members 
Mstep: Class 6 contains 8114 members 
Mstep: Class 7 contains 11010 members 
Mstep: Class 8 contains 17746 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 10151 members 
Mstep: Class 15 contains 10324 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 3762 members 
Mstep: Class 18 contains 593301 members 
Mstep: Class 19 contains 6712 members 
Mstep: Class 20 contains 2072 members 
Mstep: Class 21 contains 9792 members 
Mstep: Class 22 contains 10450 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 3675 members 
Mstep: Class 26 contains 13431 members 
Mstep: Class 27 contains 570659 members 
Mstep: Class 28 contains 2831 members 
Mstep: Class 29 contains 21957 members 
Mstep: Class 30 contains 6367 members 
Mstep: Class 31 contains 6768 members 
Mstep: Class 32 contains 1279 members 
Mstep: Class 33 contains 2709 members 
Mstep: Class 34 contains 7468 members 
Mstep: Class 35 contains 1907 members 
Mstep: Class 36 contains 1573 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 11209 members 
Mstep: Class 41 contains 9522 members 
Entering Unmasked Estep 
Score: -50377208.000000 Penalty: 26384.455078
Splitting cluster 22 changes total score from -50373784.000000 to -50377208.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 23 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -30209.724609 Penalty: 308.018707
	Iteration 0F: 2 clusters Score -30209.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -29469.783203 Penalty: 616.037415
	Iteration 0F: 3 clusters Score -29469.78 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -29656.978516 Penalty: 616.037415
	Iteration 1F: 3 clusters Score -29656.98 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -29712.498047 Penalty: 616.037415
	Iteration 2F: 3 clusters Score -29712.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -29737.542969 Penalty: 616.037415
	Iteration 3F: 3 clusters Score -29737.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -29757.576172 Penalty: 616.037415
	Iteration 4Q: 3 clusters Score -29757.58 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -29795.251953 Penalty: 616.037415
	Iteration 5Q: 3 clusters Score -29795.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -29833.332031 Penalty: 616.037415
	Iteration 6Q: 3 clusters Score -29833.33 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -29863.285156 Penalty: 616.037415
	Iteration 7Q: 3 clusters Score -29863.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -29885.601562 Penalty: 616.037415
	Iteration 8Q: 3 clusters Score -29885.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -29904.867188 Penalty: 616.037415
	Iteration 9Q: 3 clusters Score -29904.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -29918.861328 Penalty: 616.037415
	Iteration 10Q: 3 clusters Score -29918.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -29930.718750 Penalty: 616.037415
	Iteration 11Q: 3 clusters Score -29930.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -29940.441406 Penalty: 616.037415
	Iteration 12Q: 3 clusters Score -29940.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -29942.966797 Penalty: 616.037415
	Iteration 13Q: 3 clusters Score -29942.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -29945.132812 Penalty: 616.037415
	Iteration 14Q: 3 clusters Score -29945.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -29949.732422 Penalty: 616.037415
	Iteration 15Q: 3 clusters Score -29949.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -29949.892578 Penalty: 616.037415
	Iteration 16Q: 3 clusters Score -29949.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -29949.892578 Penalty: 616.037415
	Iteration 17F: 3 clusters Score -29949.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Entering Unmasked Estep 
Score: -60141.914062 Penalty: 340.666382
	Iteration 0F: 2 clusters Score -60141.91 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 881 members 
Entering Unmasked Estep 
Score: -58840.503906 Penalty: 681.332764
	Iteration 0F: 3 clusters Score -58840.5 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -59240.742188 Penalty: 681.332764
	Iteration 1F: 3 clusters Score -59240.74 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -59281.593750 Penalty: 681.332764
	Iteration 2F: 3 clusters Score -59281.59 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -59312.746094 Penalty: 681.332764
	Iteration 3Q: 3 clusters Score -59312.75 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -59343.460938 Penalty: 681.332764
	Iteration 4Q: 3 clusters Score -59343.46 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -59379.609375 Penalty: 681.332764
	Iteration 5Q: 3 clusters Score -59379.61 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -59434.148438 Penalty: 681.332764
	Iteration 6Q: 3 clusters Score -59434.15 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -59522.414062 Penalty: 681.332764
	Iteration 7F: 3 clusters Score -59522.41 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -59608.332031 Penalty: 681.332764
	Iteration 8F: 3 clusters Score -59608.33 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -59696.519531 Penalty: 681.332764
	Iteration 9Q: 3 clusters Score -59696.52 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -59756.332031 Penalty: 681.332764
	Iteration 10Q: 3 clusters Score -59756.33 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -59787.070312 Penalty: 681.332764
	Iteration 11Q: 3 clusters Score -59787.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -59806.148438 Penalty: 681.332764
	Iteration 12Q: 3 clusters Score -59806.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -59819.070312 Penalty: 681.332764
	Iteration 13Q: 3 clusters Score -59819.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -59830.917969 Penalty: 681.332764
	Iteration 14Q: 3 clusters Score -59830.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -59841.441406 Penalty: 681.332764
	Iteration 15Q: 3 clusters Score -59841.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -59848.140625 Penalty: 681.332764
	Iteration 16Q: 3 clusters Score -59848.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -59852.796875 Penalty: 681.332764
	Iteration 17Q: 3 clusters Score -59852.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -59855.730469 Penalty: 681.332764
	Iteration 18Q: 3 clusters Score -59855.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -59859.226562 Penalty: 681.332764
	Iteration 19Q: 3 clusters Score -59859.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -59860.625000 Penalty: 681.332764
	Iteration 20F: 3 clusters Score -59860.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -59860.894531 Penalty: 681.332764
	Iteration 21Q: 3 clusters Score -59860.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -59861.117188 Penalty: 681.332764
	Iteration 22Q: 3 clusters Score -59861.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -59861.195312 Penalty: 681.332764
	Iteration 23Q: 3 clusters Score -59861.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -59861.195312 Penalty: 681.332764
	Iteration 24F: 3 clusters Score -59861.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Entering Unmasked Estep 
Score: -134203.093750 Penalty: 373.523529
	Iteration 0F: 2 clusters Score -134203.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -131715.468750 Penalty: 747.047058
	Iteration 0F: 3 clusters Score -131715.5 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -132615.359375 Penalty: 747.047058
	Iteration 1F: 3 clusters Score -132615.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -132749.328125 Penalty: 747.047058
	Iteration 2F: 3 clusters Score -132749.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -132857.859375 Penalty: 747.047058
	Iteration 3F: 3 clusters Score -132857.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -132942.875000 Penalty: 747.047058
	Iteration 4F: 3 clusters Score -132942.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -133008.203125 Penalty: 747.047058
	Iteration 5Q: 3 clusters Score -133008.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -133059.875000 Penalty: 747.047058
	Iteration 6Q: 3 clusters Score -133059.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -133112.187500 Penalty: 747.047058
	Iteration 7Q: 3 clusters Score -133112.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -133179.203125 Penalty: 747.047058
	Iteration 8Q: 3 clusters Score -133179.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -133233.906250 Penalty: 747.047058
	Iteration 9Q: 3 clusters Score -133233.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -133273.671875 Penalty: 747.047058
	Iteration 10Q: 3 clusters Score -133273.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -133316.640625 Penalty: 747.047058
	Iteration 11Q: 3 clusters Score -133316.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -133349.156250 Penalty: 747.047058
	Iteration 12Q: 3 clusters Score -133349.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -133373.046875 Penalty: 747.047058
	Iteration 13Q: 3 clusters Score -133373 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -133388.093750 Penalty: 747.047058
	Iteration 14Q: 3 clusters Score -133388.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -133399.671875 Penalty: 747.047058
	Iteration 15Q: 3 clusters Score -133399.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -133411.046875 Penalty: 747.047058
	Iteration 16Q: 3 clusters Score -133411 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -133425.359375 Penalty: 747.047058
	Iteration 17Q: 3 clusters Score -133425.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -133440.328125 Penalty: 747.047058
	Iteration 18Q: 3 clusters Score -133440.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -133462.031250 Penalty: 747.047058
	Iteration 19Q: 3 clusters Score -133462 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -133499.890625 Penalty: 747.047058
	Iteration 20F: 3 clusters Score -133499.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -133539.125000 Penalty: 747.047058
	Iteration 21Q: 3 clusters Score -133539.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -133571.437500 Penalty: 747.047058
	Iteration 22Q: 3 clusters Score -133571.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -133589.890625 Penalty: 747.047058
	Iteration 23Q: 3 clusters Score -133589.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -133604.781250 Penalty: 747.047058
	Iteration 24Q: 3 clusters Score -133604.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -133619.906250 Penalty: 747.047058
	Iteration 25Q: 3 clusters Score -133619.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -133631.078125 Penalty: 747.047058
	Iteration 26Q: 3 clusters Score -133631.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -133644.046875 Penalty: 747.047058
	Iteration 27Q: 3 clusters Score -133644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -133665.546875 Penalty: 747.047058
	Iteration 28Q: 3 clusters Score -133665.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -133700.171875 Penalty: 747.047058
	Iteration 29Q: 3 clusters Score -133700.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -133744.015625 Penalty: 747.047058
	Iteration 30Q: 3 clusters Score -133744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -133774.484375 Penalty: 747.047058
	Iteration 31Q: 3 clusters Score -133774.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -133790.640625 Penalty: 747.047058
	Iteration 32Q: 3 clusters Score -133790.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -133798.640625 Penalty: 747.047058
	Iteration 33Q: 3 clusters Score -133798.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -133804.953125 Penalty: 747.047058
	Iteration 34Q: 3 clusters Score -133805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -133810.984375 Penalty: 747.047058
	Iteration 35Q: 3 clusters Score -133811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -133819.750000 Penalty: 747.047058
	Iteration 36Q: 3 clusters Score -133819.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -133827.078125 Penalty: 747.047058
	Iteration 37Q: 3 clusters Score -133827.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -133835.750000 Penalty: 747.047058
	Iteration 38Q: 3 clusters Score -133835.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -133844.140625 Penalty: 747.047058
	Iteration 39Q: 3 clusters Score -133844.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -133851.906250 Penalty: 747.047058
	Iteration 40F: 3 clusters Score -133851.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -133857.281250 Penalty: 747.047058
	Iteration 41Q: 3 clusters Score -133857.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -133861.984375 Penalty: 747.047058
	Iteration 42Q: 3 clusters Score -133862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -133865.437500 Penalty: 747.047058
	Iteration 43Q: 3 clusters Score -133865.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -133866.656250 Penalty: 747.047058
	Iteration 44Q: 3 clusters Score -133866.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -133866.984375 Penalty: 747.047058
	Iteration 45Q: 3 clusters Score -133867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -133866.953125 Penalty: 747.047058
	Iteration 46Q: 3 clusters Score -133867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -133867.828125 Penalty: 747.047058
	Iteration 47Q: 3 clusters Score -133867.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -133868.734375 Penalty: 747.047058
	Iteration 48Q: 3 clusters Score -133868.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -133868.984375 Penalty: 747.047058
	Iteration 49Q: 3 clusters Score -133869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -133868.984375 Penalty: 747.047058
	Iteration 50F: 3 clusters Score -133869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Entering Unmasked Estep 
Score: -488750.375000 Penalty: 432.492096
	Iteration 0F: 2 clusters Score -488750.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -479847.687500 Penalty: 864.984192
	Iteration 0F: 3 clusters Score -479847.7 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -483856.625000 Penalty: 864.984192
	Iteration 1F: 3 clusters Score -483856.6 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -484440.281250 Penalty: 864.984192
	Iteration 2F: 3 clusters Score -484440.3 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -485100.062500 Penalty: 864.984192
	Iteration 3F: 3 clusters Score -485100.1 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -485743.218750 Penalty: 864.984192
	Iteration 4F: 3 clusters Score -485743.2 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -486222.156250 Penalty: 864.984192
	Iteration 5F: 3 clusters Score -486222.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -486500.843750 Penalty: 864.984192
	Iteration 6Q: 3 clusters Score -486500.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -486650.125000 Penalty: 864.984192
	Iteration 7Q: 3 clusters Score -486650.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -486735.218750 Penalty: 864.984192
	Iteration 8Q: 3 clusters Score -486735.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -486794.437500 Penalty: 864.984192
	Iteration 9Q: 3 clusters Score -486794.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -486840.656250 Penalty: 864.984192
	Iteration 10Q: 3 clusters Score -486840.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -486891.218750 Penalty: 864.984192
	Iteration 11Q: 3 clusters Score -486891.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -486937.656250 Penalty: 864.984192
	Iteration 12Q: 3 clusters Score -486937.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -486997.968750 Penalty: 864.984192
	Iteration 13Q: 3 clusters Score -486998 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -487067.562500 Penalty: 864.984192
	Iteration 14Q: 3 clusters Score -487067.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -487139.281250 Penalty: 864.984192
	Iteration 15Q: 3 clusters Score -487139.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -487216.781250 Penalty: 864.984192
	Iteration 16Q: 3 clusters Score -487216.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -487312.437500 Penalty: 864.984192
	Iteration 17Q: 3 clusters Score -487312.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -487427.906250 Penalty: 864.984192
	Iteration 18Q: 3 clusters Score -487427.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -487545.718750 Penalty: 864.984192
	Iteration 19Q: 3 clusters Score -487545.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -487670.937500 Penalty: 864.984192
	Iteration 20F: 3 clusters Score -487670.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -487788.843750 Penalty: 864.984192
	Iteration 21Q: 3 clusters Score -487788.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -487925.218750 Penalty: 864.984192
	Iteration 22Q: 3 clusters Score -487925.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -488044.312500 Penalty: 864.984192
	Iteration 23Q: 3 clusters Score -488044.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -488152.812500 Penalty: 864.984192
	Iteration 24Q: 3 clusters Score -488152.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -488238.468750 Penalty: 864.984192
	Iteration 25Q: 3 clusters Score -488238.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -488295.187500 Penalty: 864.984192
	Iteration 26Q: 3 clusters Score -488295.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -488330.031250 Penalty: 864.984192
	Iteration 27Q: 3 clusters Score -488330 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -488354.062500 Penalty: 864.984192
	Iteration 28Q: 3 clusters Score -488354.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -488377.125000 Penalty: 864.984192
	Iteration 29Q: 3 clusters Score -488377.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -488402.687500 Penalty: 864.984192
	Iteration 30Q: 3 clusters Score -488402.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -488416.687500 Penalty: 864.984192
	Iteration 31Q: 3 clusters Score -488416.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -488421.875000 Penalty: 864.984192
	Iteration 32Q: 3 clusters Score -488421.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -488427.812500 Penalty: 864.984192
	Iteration 33Q: 3 clusters Score -488427.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -488429.937500 Penalty: 864.984192
	Iteration 34Q: 3 clusters Score -488429.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -488432.750000 Penalty: 864.984192
	Iteration 35Q: 3 clusters Score -488432.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -488434.687500 Penalty: 864.984192
	Iteration 36Q: 3 clusters Score -488434.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -488437.781250 Penalty: 864.984192
	Iteration 37Q: 3 clusters Score -488437.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -488440.781250 Penalty: 864.984192
	Iteration 38Q: 3 clusters Score -488440.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -488441.937500 Penalty: 864.984192
	Iteration 39Q: 3 clusters Score -488441.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -488442.343750 Penalty: 864.984192
	Iteration 40F: 3 clusters Score -488442.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -488442.218750 Penalty: 864.984192
	Iteration 41Q: 3 clusters Score -488442.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -488442.000000 Penalty: 864.984192
	Iteration 42Q: 3 clusters Score -488442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -488441.906250 Penalty: 864.984192
	Iteration 43Q: 3 clusters Score -488441.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -488443.937500 Penalty: 864.984192
	Iteration 44Q: 3 clusters Score -488443.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -488444.468750 Penalty: 864.984192
	Iteration 45Q: 3 clusters Score -488444.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -488445.906250 Penalty: 864.984192
	Iteration 46Q: 3 clusters Score -488445.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -488447.156250 Penalty: 864.984192
	Iteration 47Q: 3 clusters Score -488447.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -488448.062500 Penalty: 864.984192
	Iteration 48Q: 3 clusters Score -488448.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -488448.937500 Penalty: 864.984192
	Iteration 49Q: 3 clusters Score -488448.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -488449.656250 Penalty: 864.984192
	Iteration 50Q: 3 clusters Score -488449.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -488450.187500 Penalty: 864.984192
	Iteration 51Q: 3 clusters Score -488450.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -488449.406250 Penalty: 864.984192
	Iteration 52Q: 3 clusters Score -488449.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -488449.406250 Penalty: 864.984192
	Iteration 53F: 3 clusters Score -488449.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (570659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570659 members 
Entering Unmasked Estep 
Score: -21964710.000000 Penalty: 603.081909
	Iteration 0F: 2 clusters Score -2.196471e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284397 members 
Mstep: Class 2 contains 286262 members 
Entering Unmasked Estep 
Score: -21605374.000000 Penalty: 1206.163818
	Iteration 0F: 3 clusters Score -2.160537e+07 nChanged 282518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219001 members 
Mstep: Class 2 contains 351658 members 
Entering Unmasked Estep 
Score: -21792686.000000 Penalty: 1206.163818
	Iteration 1F: 3 clusters Score -2.179269e+07 nChanged 45044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174427 members 
Mstep: Class 2 contains 396232 members 
Entering Unmasked Estep 
Score: -21819960.000000 Penalty: 1206.163818
	Iteration 2F: 3 clusters Score -2.181996e+07 nChanged 58925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115748 members 
Mstep: Class 2 contains 454911 members 
Entering Unmasked Estep 
Score: -21860934.000000 Penalty: 1206.163818
	Iteration 3F: 3 clusters Score -2.186093e+07 nChanged 55313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60571 members 
Mstep: Class 2 contains 510088 members 
Entering Unmasked Estep 
Score: -21905990.000000 Penalty: 1206.163818
	Iteration 4F: 3 clusters Score -2.190599e+07 nChanged 35899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 545965 members 
Entering Unmasked Estep 
Score: -21939956.000000 Penalty: 1206.163818
	Iteration 5F: 3 clusters Score -2.193996e+07 nChanged 17151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 563114 members 
Entering Unmasked Estep 
Score: -21956914.000000 Penalty: 1206.163818
	Iteration 6Q: 3 clusters Score -2.195691e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 568933 members 
Entering Unmasked Estep 
Score: -21962524.000000 Penalty: 1206.163818
	Iteration 7Q: 3 clusters Score -2.196252e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 570245 members 
Entering Unmasked Estep 
Score: -21963792.000000 Penalty: 1206.163818
	Iteration 8Q: 3 clusters Score -2.196379e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 570491 members 
Entering Unmasked Estep 
Score: -21964040.000000 Penalty: 1206.163818
	Iteration 9Q: 3 clusters Score -2.196404e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 570524 members 
Entering Unmasked Estep 
Score: -21964126.000000 Penalty: 1206.163818
	Iteration 10Q: 3 clusters Score -2.196413e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 570527 members 
Entering Unmasked Estep 
Score: -21964190.000000 Penalty: 1206.163818
	Iteration 11Q: 3 clusters Score -2.196419e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 570520 members 
Entering Unmasked Estep 
Score: -21964218.000000 Penalty: 1206.163818
	Iteration 12Q: 3 clusters Score -2.196422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 570515 members 
Entering Unmasked Estep 
Score: -21964232.000000 Penalty: 1206.163818
	Iteration 13Q: 3 clusters Score -2.196423e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 570507 members 
Entering Unmasked Estep 
Score: -21964232.000000 Penalty: 1206.163818
	Iteration 14Q: 3 clusters Score -2.196423e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 570500 members 
Entering Unmasked Estep 
Score: -21964228.000000 Penalty: 1206.163818
	Iteration 15Q: 3 clusters Score -2.196423e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 570494 members 
Entering Unmasked Estep 
Score: -21964244.000000 Penalty: 1206.163818
	Iteration 16Q: 3 clusters Score -2.196424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 570487 members 
Entering Unmasked Estep 
Score: -21964248.000000 Penalty: 1206.163818
	Iteration 17Q: 3 clusters Score -2.196425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 570488 members 
Entering Unmasked Estep 
Score: -21964250.000000 Penalty: 1206.163818
	Iteration 18Q: 3 clusters Score -2.196425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 570487 members 
Entering Unmasked Estep 
Score: -21964260.000000 Penalty: 1206.163818
	Iteration 19Q: 3 clusters Score -2.196426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 570488 members 
Entering Unmasked Estep 
Score: -21964264.000000 Penalty: 1206.163818
	Iteration 20F: 3 clusters Score -2.196426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 570489 members 
Entering Unmasked Estep 
Score: -21964246.000000 Penalty: 1206.163818
	Iteration 21Q: 3 clusters Score -2.196425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 570489 members 
Entering Unmasked Estep 
Score: -21964246.000000 Penalty: 1206.163818
	Iteration 22F: 3 clusters Score -2.196425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Entering Unmasked Estep 
Score: -100533.484375 Penalty: 361.651520
	Iteration 0F: 2 clusters Score -100533.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -98543.054688 Penalty: 723.303040
	Iteration 0F: 3 clusters Score -98543.05 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -99329.289062 Penalty: 723.303040
	Iteration 1F: 3 clusters Score -99329.29 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -99441.218750 Penalty: 723.303040
	Iteration 2F: 3 clusters Score -99441.22 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -99529.265625 Penalty: 723.303040
	Iteration 3F: 3 clusters Score -99529.27 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -99599.617188 Penalty: 723.303040
	Iteration 4F: 3 clusters Score -99599.62 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -99654.734375 Penalty: 723.303040
	Iteration 5Q: 3 clusters Score -99654.73 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -99689.843750 Penalty: 723.303040
	Iteration 6Q: 3 clusters Score -99689.84 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -99730.640625 Penalty: 723.303040
	Iteration 7Q: 3 clusters Score -99730.64 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -99768.390625 Penalty: 723.303040
	Iteration 8Q: 3 clusters Score -99768.39 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -99808.617188 Penalty: 723.303040
	Iteration 9Q: 3 clusters Score -99808.62 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -99871.656250 Penalty: 723.303040
	Iteration 10Q: 3 clusters Score -99871.66 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -99917.476562 Penalty: 723.303040
	Iteration 11Q: 3 clusters Score -99917.48 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -99951.781250 Penalty: 723.303040
	Iteration 12Q: 3 clusters Score -99951.78 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -99983.242188 Penalty: 723.303040
	Iteration 13Q: 3 clusters Score -99983.24 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -100015.398438 Penalty: 723.303040
	Iteration 14Q: 3 clusters Score -100015.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -100047.156250 Penalty: 723.303040
	Iteration 15Q: 3 clusters Score -100047.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -100082.515625 Penalty: 723.303040
	Iteration 16Q: 3 clusters Score -100082.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -100109.429688 Penalty: 723.303040
	Iteration 17Q: 3 clusters Score -100109.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -100143.687500 Penalty: 723.303040
	Iteration 18Q: 3 clusters Score -100143.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -100172.953125 Penalty: 723.303040
	Iteration 19Q: 3 clusters Score -100173 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -100194.500000 Penalty: 723.303040
	Iteration 20F: 3 clusters Score -100194.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -100217.179688 Penalty: 723.303040
	Iteration 21Q: 3 clusters Score -100217.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -100235.578125 Penalty: 723.303040
	Iteration 22Q: 3 clusters Score -100235.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -100248.257812 Penalty: 723.303040
	Iteration 23Q: 3 clusters Score -100248.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -100256.953125 Penalty: 723.303040
	Iteration 24Q: 3 clusters Score -100257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -100263.515625 Penalty: 723.303040
	Iteration 25Q: 3 clusters Score -100263.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -100267.632812 Penalty: 723.303040
	Iteration 26Q: 3 clusters Score -100267.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -100271.906250 Penalty: 723.303040
	Iteration 27Q: 3 clusters Score -100271.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -100275.921875 Penalty: 723.303040
	Iteration 28Q: 3 clusters Score -100275.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -100279.734375 Penalty: 723.303040
	Iteration 29Q: 3 clusters Score -100279.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -100284.593750 Penalty: 723.303040
	Iteration 30Q: 3 clusters Score -100284.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -100287.953125 Penalty: 723.303040
	Iteration 31Q: 3 clusters Score -100288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -100289.195312 Penalty: 723.303040
	Iteration 32Q: 3 clusters Score -100289.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -100290.265625 Penalty: 723.303040
	Iteration 33Q: 3 clusters Score -100290.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -100290.914062 Penalty: 723.303040
	Iteration 34Q: 3 clusters Score -100290.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -100292.625000 Penalty: 723.303040
	Iteration 35Q: 3 clusters Score -100292.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -100293.031250 Penalty: 723.303040
	Iteration 36Q: 3 clusters Score -100293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -100293.343750 Penalty: 723.303040
	Iteration 37Q: 3 clusters Score -100293.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -100293.507812 Penalty: 723.303040
	Iteration 38Q: 3 clusters Score -100293.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -100293.648438 Penalty: 723.303040
	Iteration 39Q: 3 clusters Score -100293.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -100293.906250 Penalty: 723.303040
	Iteration 40F: 3 clusters Score -100293.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -100294.054688 Penalty: 723.303040
	Iteration 41Q: 3 clusters Score -100294.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -100294.406250 Penalty: 723.303040
	Iteration 42Q: 3 clusters Score -100294.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -100294.867188 Penalty: 723.303040
	Iteration 43Q: 3 clusters Score -100294.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -100295.648438 Penalty: 723.303040
	Iteration 44Q: 3 clusters Score -100295.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -100295.781250 Penalty: 723.303040
	Iteration 45Q: 3 clusters Score -100295.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -100295.914062 Penalty: 723.303040
	Iteration 46Q: 3 clusters Score -100295.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -100296.117188 Penalty: 723.303040
	Iteration 47Q: 3 clusters Score -100296.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -100296.117188 Penalty: 723.303040
	Iteration 48F: 3 clusters Score -100296.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Entering Unmasked Estep 
Score: -817065.500000 Penalty: 454.856293
	Iteration 0F: 2 clusters Score -817065.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -802536.375000 Penalty: 909.712585
	Iteration 0F: 3 clusters Score -802536.4 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -809000.500000 Penalty: 909.712585
	Iteration 1F: 3 clusters Score -809000.5 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -809864.437500 Penalty: 909.712585
	Iteration 2F: 3 clusters Score -809864.4 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -811063.937500 Penalty: 909.712585
	Iteration 3F: 3 clusters Score -811063.9 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -812468.937500 Penalty: 909.712585
	Iteration 4F: 3 clusters Score -812468.9 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -813852.562500 Penalty: 909.712585
	Iteration 5F: 3 clusters Score -813852.6 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -815089.375000 Penalty: 909.712585
	Iteration 6F: 3 clusters Score -815089.4 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -815858.375000 Penalty: 909.712585
	Iteration 7Q: 3 clusters Score -815858.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -816274.500000 Penalty: 909.712585
	Iteration 8Q: 3 clusters Score -816274.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -816498.562500 Penalty: 909.712585
	Iteration 9Q: 3 clusters Score -816498.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -816633.187500 Penalty: 909.712585
	Iteration 10Q: 3 clusters Score -816633.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -816700.625000 Penalty: 909.712585
	Iteration 11Q: 3 clusters Score -816700.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -816738.312500 Penalty: 909.712585
	Iteration 12Q: 3 clusters Score -816738.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -816762.062500 Penalty: 909.712585
	Iteration 13Q: 3 clusters Score -816762.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -816770.000000 Penalty: 909.712585
	Iteration 14Q: 3 clusters Score -816770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -816774.812500 Penalty: 909.712585
	Iteration 15Q: 3 clusters Score -816774.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -816779.062500 Penalty: 909.712585
	Iteration 16Q: 3 clusters Score -816779.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -816778.812500 Penalty: 909.712585
	Iteration 17Q: 3 clusters Score -816778.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -816781.187500 Penalty: 909.712585
	Iteration 18Q: 3 clusters Score -816781.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -816783.437500 Penalty: 909.712585
	Iteration 19Q: 3 clusters Score -816783.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -816783.687500 Penalty: 909.712585
	Iteration 20F: 3 clusters Score -816783.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -816784.062500 Penalty: 909.712585
	Iteration 21Q: 3 clusters Score -816784.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -816784.062500 Penalty: 909.712585
	Iteration 22F: 3 clusters Score -816784.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -228726.609375 Penalty: 398.529205
	Iteration 0F: 2 clusters Score -228726.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -224397.609375 Penalty: 797.058411
	Iteration 0F: 3 clusters Score -224397.6 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -226187.109375 Penalty: 797.058411
	Iteration 1F: 3 clusters Score -226187.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -226450.218750 Penalty: 797.058411
	Iteration 2F: 3 clusters Score -226450.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -226761.437500 Penalty: 797.058411
	Iteration 3F: 3 clusters Score -226761.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -227094.078125 Penalty: 797.058411
	Iteration 4F: 3 clusters Score -227094.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -227402.734375 Penalty: 797.058411
	Iteration 5F: 3 clusters Score -227402.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -227633.718750 Penalty: 797.058411
	Iteration 6F: 3 clusters Score -227633.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -227831.718750 Penalty: 797.058411
	Iteration 7Q: 3 clusters Score -227831.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -227980.703125 Penalty: 797.058411
	Iteration 8Q: 3 clusters Score -227980.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -228103.515625 Penalty: 797.058411
	Iteration 9Q: 3 clusters Score -228103.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -228185.984375 Penalty: 797.058411
	Iteration 10Q: 3 clusters Score -228186 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -228251.453125 Penalty: 797.058411
	Iteration 11Q: 3 clusters Score -228251.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -228311.671875 Penalty: 797.058411
	Iteration 12Q: 3 clusters Score -228311.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -228340.500000 Penalty: 797.058411
	Iteration 13Q: 3 clusters Score -228340.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -228358.812500 Penalty: 797.058411
	Iteration 14Q: 3 clusters Score -228358.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -228370.703125 Penalty: 797.058411
	Iteration 15Q: 3 clusters Score -228370.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -228377.656250 Penalty: 797.058411
	Iteration 16Q: 3 clusters Score -228377.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -228384.875000 Penalty: 797.058411
	Iteration 17Q: 3 clusters Score -228384.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -228389.062500 Penalty: 797.058411
	Iteration 18Q: 3 clusters Score -228389.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -228398.546875 Penalty: 797.058411
	Iteration 19Q: 3 clusters Score -228398.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -228402.515625 Penalty: 797.058411
	Iteration 20F: 3 clusters Score -228402.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -228403.453125 Penalty: 797.058411
	Iteration 21Q: 3 clusters Score -228403.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -228405.890625 Penalty: 797.058411
	Iteration 22Q: 3 clusters Score -228405.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -228407.421875 Penalty: 797.058411
	Iteration 23Q: 3 clusters Score -228407.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -228408.312500 Penalty: 797.058411
	Iteration 24Q: 3 clusters Score -228408.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -228411.125000 Penalty: 797.058411
	Iteration 25Q: 3 clusters Score -228411.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -228413.421875 Penalty: 797.058411
	Iteration 26Q: 3 clusters Score -228413.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -228417.015625 Penalty: 797.058411
	Iteration 27Q: 3 clusters Score -228417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -228418.250000 Penalty: 797.058411
	Iteration 28Q: 3 clusters Score -228418.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -228418.812500 Penalty: 797.058411
	Iteration 29Q: 3 clusters Score -228418.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -228418.812500 Penalty: 797.058411
	Iteration 30F: 3 clusters Score -228418.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Entering Unmasked Estep 
Score: -237888.687500 Penalty: 401.308197
	Iteration 0F: 2 clusters Score -237888.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -233263.812500 Penalty: 802.616394
	Iteration 0F: 3 clusters Score -233263.8 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -235220.734375 Penalty: 802.616394
	Iteration 1F: 3 clusters Score -235220.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -235605.062500 Penalty: 802.616394
	Iteration 2F: 3 clusters Score -235605.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -235977.390625 Penalty: 802.616394
	Iteration 3F: 3 clusters Score -235977.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -236288.140625 Penalty: 802.616394
	Iteration 4F: 3 clusters Score -236288.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -236579.531250 Penalty: 802.616394
	Iteration 5F: 3 clusters Score -236579.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -236890.531250 Penalty: 802.616394
	Iteration 6F: 3 clusters Score -236890.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -237151.171875 Penalty: 802.616394
	Iteration 7Q: 3 clusters Score -237151.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -237376.578125 Penalty: 802.616394
	Iteration 8Q: 3 clusters Score -237376.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -237561.750000 Penalty: 802.616394
	Iteration 9Q: 3 clusters Score -237561.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -237707.156250 Penalty: 802.616394
	Iteration 10Q: 3 clusters Score -237707.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -237828.078125 Penalty: 802.616394
	Iteration 11Q: 3 clusters Score -237828.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -237902.843750 Penalty: 802.616394
	Iteration 12Q: 3 clusters Score -237902.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -237950.078125 Penalty: 802.616394
	Iteration 13Q: 3 clusters Score -237950.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -237980.796875 Penalty: 802.616394
	Iteration 14Q: 3 clusters Score -237980.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -237998.984375 Penalty: 802.616394
	Iteration 15Q: 3 clusters Score -237999 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -238006.312500 Penalty: 802.616394
	Iteration 16Q: 3 clusters Score -238006.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -238011.718750 Penalty: 802.616394
	Iteration 17Q: 3 clusters Score -238011.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -238015.437500 Penalty: 802.616394
	Iteration 18Q: 3 clusters Score -238015.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -238017.296875 Penalty: 802.616394
	Iteration 19Q: 3 clusters Score -238017.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -238026.921875 Penalty: 802.616394
	Iteration 20F: 3 clusters Score -238026.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -238029.640625 Penalty: 802.616394
	Iteration 21Q: 3 clusters Score -238029.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -238030.562500 Penalty: 802.616394
	Iteration 22Q: 3 clusters Score -238030.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -238032.375000 Penalty: 802.616394
	Iteration 23Q: 3 clusters Score -238032.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -238034.593750 Penalty: 802.616394
	Iteration 24Q: 3 clusters Score -238034.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -238036.312500 Penalty: 802.616394
	Iteration 25Q: 3 clusters Score -238036.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -238037.625000 Penalty: 802.616394
	Iteration 26Q: 3 clusters Score -238037.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -238039.031250 Penalty: 802.616394
	Iteration 27Q: 3 clusters Score -238039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -238040.109375 Penalty: 802.616394
	Iteration 28Q: 3 clusters Score -238040.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -238040.156250 Penalty: 802.616394
	Iteration 29Q: 3 clusters Score -238040.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -238040.609375 Penalty: 802.616394
	Iteration 30Q: 3 clusters Score -238040.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -238040.593750 Penalty: 802.616394
	Iteration 31Q: 3 clusters Score -238040.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -238040.593750 Penalty: 802.616394
	Iteration 32F: 3 clusters Score -238040.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1950 members 
Mstep: Class 3 contains 2762 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 7269 members 
Mstep: Class 6 contains 8114 members 
Mstep: Class 7 contains 11010 members 
Mstep: Class 8 contains 17746 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 10151 members 
Mstep: Class 15 contains 10324 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 3762 members 
Mstep: Class 18 contains 593301 members 
Mstep: Class 19 contains 6712 members 
Mstep: Class 20 contains 2072 members 
Mstep: Class 21 contains 9792 members 
Mstep: Class 22 contains 10450 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 3675 members 
Mstep: Class 26 contains 13431 members 
Mstep: Class 27 contains 570659 members 
Mstep: Class 28 contains 2831 members 
Mstep: Class 29 contains 21957 members 
Mstep: Class 30 contains 6367 members 
Mstep: Class 31 contains 5596 members 
Mstep: Class 32 contains 1279 members 
Mstep: Class 33 contains 2709 members 
Mstep: Class 34 contains 7468 members 
Mstep: Class 35 contains 1907 members 
Mstep: Class 36 contains 1573 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 11209 members 
Mstep: Class 41 contains 9522 members 
Mstep: Class 42 contains 1172 members 
Entering Unmasked Estep 
Score: -50377192.000000 Penalty: 27027.978516
Splitting cluster 31 changes total score from -50373784.000000 to -50377192.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 32 (1279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Entering Unmasked Estep 
Score: -36825.144531 Penalty: 325.499451
	Iteration 0F: 2 clusters Score -36825.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -35833.484375 Penalty: 650.998901
	Iteration 0F: 3 clusters Score -35833.48 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -36190.441406 Penalty: 650.998901
	Iteration 1F: 3 clusters Score -36190.44 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -36285.324219 Penalty: 650.998901
	Iteration 2F: 3 clusters Score -36285.32 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -36371.414062 Penalty: 650.998901
	Iteration 3F: 3 clusters Score -36371.41 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -36421.585938 Penalty: 650.998901
	Iteration 4F: 3 clusters Score -36421.59 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -36466.363281 Penalty: 650.998901
	Iteration 5Q: 3 clusters Score -36466.36 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -36511.070312 Penalty: 650.998901
	Iteration 6Q: 3 clusters Score -36511.07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -36548.953125 Penalty: 650.998901
	Iteration 7Q: 3 clusters Score -36548.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -36584.542969 Penalty: 650.998901
	Iteration 8Q: 3 clusters Score -36584.54 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -36623.894531 Penalty: 650.998901
	Iteration 9Q: 3 clusters Score -36623.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -36659.824219 Penalty: 650.998901
	Iteration 10Q: 3 clusters Score -36659.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -36691.613281 Penalty: 650.998901
	Iteration 11Q: 3 clusters Score -36691.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -36716.355469 Penalty: 650.998901
	Iteration 12Q: 3 clusters Score -36716.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -36723.257812 Penalty: 650.998901
	Iteration 13Q: 3 clusters Score -36723.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -36729.027344 Penalty: 650.998901
	Iteration 14Q: 3 clusters Score -36729.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -36730.539062 Penalty: 650.998901
	Iteration 15Q: 3 clusters Score -36730.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -36731.500000 Penalty: 650.998901
	Iteration 16Q: 3 clusters Score -36731.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -36732.914062 Penalty: 650.998901
	Iteration 17Q: 3 clusters Score -36732.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -36734.582031 Penalty: 650.998901
	Iteration 18Q: 3 clusters Score -36734.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -36737.707031 Penalty: 650.998901
	Iteration 19Q: 3 clusters Score -36737.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -36740.257812 Penalty: 650.998901
	Iteration 20F: 3 clusters Score -36740.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -36740.960938 Penalty: 650.998901
	Iteration 21Q: 3 clusters Score -36740.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -36741.718750 Penalty: 650.998901
	Iteration 22Q: 3 clusters Score -36741.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -36742.464844 Penalty: 650.998901
	Iteration 23Q: 3 clusters Score -36742.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -36742.574219 Penalty: 650.998901
	Iteration 24Q: 3 clusters Score -36742.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -36742.574219 Penalty: 650.998901
	Iteration 25F: 3 clusters Score -36742.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Entering Unmasked Estep 
Score: -97785.546875 Penalty: 359.647247
	Iteration 0F: 2 clusters Score -97785.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -95899.992188 Penalty: 719.294495
	Iteration 0F: 3 clusters Score -95899.99 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -96589.000000 Penalty: 719.294495
	Iteration 1F: 3 clusters Score -96589 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -96693.546875 Penalty: 719.294495
	Iteration 2F: 3 clusters Score -96693.55 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -96788.679688 Penalty: 719.294495
	Iteration 3F: 3 clusters Score -96788.68 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -96900.609375 Penalty: 719.294495
	Iteration 4F: 3 clusters Score -96900.61 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -97023.156250 Penalty: 719.294495
	Iteration 5F: 3 clusters Score -97023.16 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -97153.757812 Penalty: 719.294495
	Iteration 6F: 3 clusters Score -97153.76 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -97249.195312 Penalty: 719.294495
	Iteration 7Q: 3 clusters Score -97249.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -97322.773438 Penalty: 719.294495
	Iteration 8Q: 3 clusters Score -97322.77 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -97383.578125 Penalty: 719.294495
	Iteration 9Q: 3 clusters Score -97383.58 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -97421.898438 Penalty: 719.294495
	Iteration 10Q: 3 clusters Score -97421.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -97442.093750 Penalty: 719.294495
	Iteration 11Q: 3 clusters Score -97442.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -97450.687500 Penalty: 719.294495
	Iteration 12Q: 3 clusters Score -97450.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -97457.835938 Penalty: 719.294495
	Iteration 13Q: 3 clusters Score -97457.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -97462.210938 Penalty: 719.294495
	Iteration 14Q: 3 clusters Score -97462.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -97469.664062 Penalty: 719.294495
	Iteration 15Q: 3 clusters Score -97469.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -97473.210938 Penalty: 719.294495
	Iteration 16Q: 3 clusters Score -97473.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -97477.429688 Penalty: 719.294495
	Iteration 17Q: 3 clusters Score -97477.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -97478.703125 Penalty: 719.294495
	Iteration 18Q: 3 clusters Score -97478.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -97484.437500 Penalty: 719.294495
	Iteration 19Q: 3 clusters Score -97484.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -97488.062500 Penalty: 719.294495
	Iteration 20F: 3 clusters Score -97488.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -271510.625000 Penalty: 405.786407
	Iteration 0F: 2 clusters Score -271510.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -266523.531250 Penalty: 811.572815
	Iteration 0F: 3 clusters Score -266523.5 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -268519.843750 Penalty: 811.572815
	Iteration 1F: 3 clusters Score -268519.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -268929.125000 Penalty: 811.572815
	Iteration 2F: 3 clusters Score -268929.1 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -269481.906250 Penalty: 811.572815
	Iteration 3F: 3 clusters Score -269481.9 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -270026.781250 Penalty: 811.572815
	Iteration 4F: 3 clusters Score -270026.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -270483.843750 Penalty: 811.572815
	Iteration 5F: 3 clusters Score -270483.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -270859.906250 Penalty: 811.572815
	Iteration 6F: 3 clusters Score -270859.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -271192.562500 Penalty: 811.572815
	Iteration 7Q: 3 clusters Score -271192.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -271380.343750 Penalty: 811.572815
	Iteration 8Q: 3 clusters Score -271380.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -271445.781250 Penalty: 811.572815
	Iteration 9Q: 3 clusters Score -271445.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -271465.906250 Penalty: 811.572815
	Iteration 10Q: 3 clusters Score -271465.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -271476.000000 Penalty: 811.572815
	Iteration 11Q: 3 clusters Score -271476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -271484.812500 Penalty: 811.572815
	Iteration 12Q: 3 clusters Score -271484.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -271491.375000 Penalty: 811.572815
	Iteration 13Q: 3 clusters Score -271491.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -271495.218750 Penalty: 811.572815
	Iteration 14Q: 3 clusters Score -271495.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -271498.062500 Penalty: 811.572815
	Iteration 15Q: 3 clusters Score -271498.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -271499.031250 Penalty: 811.572815
	Iteration 16Q: 3 clusters Score -271499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -271498.906250 Penalty: 811.572815
	Iteration 17Q: 3 clusters Score -271498.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -271499.187500 Penalty: 811.572815
	Iteration 18Q: 3 clusters Score -271499.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -271500.343750 Penalty: 811.572815
	Iteration 19Q: 3 clusters Score -271500.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -271501.156250 Penalty: 811.572815
	Iteration 20F: 3 clusters Score -271501.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -271501.625000 Penalty: 811.572815
	Iteration 21Q: 3 clusters Score -271501.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -271502.312500 Penalty: 811.572815
	Iteration 22Q: 3 clusters Score -271502.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -271503.343750 Penalty: 811.572815
	Iteration 23Q: 3 clusters Score -271503.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -271504.218750 Penalty: 811.572815
	Iteration 24Q: 3 clusters Score -271504.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -271504.968750 Penalty: 811.572815
	Iteration 25Q: 3 clusters Score -271505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -271505.187500 Penalty: 811.572815
	Iteration 26Q: 3 clusters Score -271505.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -271505.531250 Penalty: 811.572815
	Iteration 27Q: 3 clusters Score -271505.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -271506.187500 Penalty: 811.572815
	Iteration 28Q: 3 clusters Score -271506.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -271507.000000 Penalty: 811.572815
	Iteration 29Q: 3 clusters Score -271507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -271508.000000 Penalty: 811.572815
	Iteration 30Q: 3 clusters Score -271508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -271509.218750 Penalty: 811.572815
	Iteration 31Q: 3 clusters Score -271509.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -271509.812500 Penalty: 811.572815
	Iteration 32Q: 3 clusters Score -271509.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -271510.906250 Penalty: 811.572815
	Iteration 33Q: 3 clusters Score -271510.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -271512.031250 Penalty: 811.572815
	Iteration 34Q: 3 clusters Score -271512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -271511.625000 Penalty: 811.572815
	Iteration 35Q: 3 clusters Score -271511.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -271511.250000 Penalty: 811.572815
	Iteration 36Q: 3 clusters Score -271511.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -271513.093750 Penalty: 811.572815
	Iteration 37Q: 3 clusters Score -271513.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -271514.593750 Penalty: 811.572815
	Iteration 38Q: 3 clusters Score -271514.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -271515.156250 Penalty: 811.572815
	Iteration 39Q: 3 clusters Score -271515.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -271516.125000 Penalty: 811.572815
	Iteration 40F: 3 clusters Score -271516.1 nChanged 8
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: -271518.062500 Penalty: 811.572815
	Iteration 41Q: 3 clusters Score -271518.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -271518.468750 Penalty: 811.572815
	Iteration 42Q: 3 clusters Score -271518.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -271520.531250 Penalty: 811.572815
	Iteration 43Q: 3 clusters Score -271520.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -271521.000000 Penalty: 811.572815
	Iteration 44Q: 3 clusters Score -271521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -271521.406250 Penalty: 811.572815
	Iteration 45Q: 3 clusters Score -271521.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -271520.812500 Penalty: 811.572815
	Iteration 46Q: 3 clusters Score -271520.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -271520.812500 Penalty: 811.572815
	Iteration 47F: 3 clusters Score -271520.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1950 members 
Mstep: Class 3 contains 2762 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 7269 members 
Mstep: Class 6 contains 8114 members 
Mstep: Class 7 contains 11010 members 
Mstep: Class 8 contains 17746 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 10151 members 
Mstep: Class 15 contains 10324 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 3762 members 
Mstep: Class 18 contains 593301 members 
Mstep: Class 19 contains 6712 members 
Mstep: Class 20 contains 2072 members 
Mstep: Class 21 contains 9792 members 
Mstep: Class 22 contains 10450 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 3675 members 
Mstep: Class 26 contains 13431 members 
Mstep: Class 27 contains 570659 members 
Mstep: Class 28 contains 2831 members 
Mstep: Class 29 contains 21957 members 
Mstep: Class 30 contains 6367 members 
Mstep: Class 31 contains 5596 members 
Mstep: Class 32 contains 1279 members 
Mstep: Class 33 contains 2709 members 
Mstep: Class 34 contains 686 members 
Mstep: Class 35 contains 1907 members 
Mstep: Class 36 contains 1573 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 11209 members 
Mstep: Class 41 contains 9522 members 
Mstep: Class 42 contains 1172 members 
Mstep: Class 43 contains 6782 members 
Entering Unmasked Estep 
Score: -50377004.000000 Penalty: 27671.500000
Splitting cluster 34 changes total score from -50373784.000000 to -50377004.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 35 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -67704.585938 Penalty: 343.674530
	Iteration 0F: 2 clusters Score -67704.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -66332.359375 Penalty: 687.349060
	Iteration 0F: 3 clusters Score -66332.36 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -66723.593750 Penalty: 687.349060
	Iteration 1F: 3 clusters Score -66723.59 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -66786.515625 Penalty: 687.349060
	Iteration 2F: 3 clusters Score -66786.52 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -66841.273438 Penalty: 687.349060
	Iteration 3F: 3 clusters Score -66841.27 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -66905.953125 Penalty: 687.349060
	Iteration 4Q: 3 clusters Score -66905.95 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -66972.898438 Penalty: 687.349060
	Iteration 5Q: 3 clusters Score -66972.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -67037.929688 Penalty: 687.349060
	Iteration 6Q: 3 clusters Score -67037.93 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -67098.820312 Penalty: 687.349060
	Iteration 7Q: 3 clusters Score -67098.82 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -67140.812500 Penalty: 687.349060
	Iteration 8Q: 3 clusters Score -67140.81 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -67175.351562 Penalty: 687.349060
	Iteration 9Q: 3 clusters Score -67175.35 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -67204.914062 Penalty: 687.349060
	Iteration 10Q: 3 clusters Score -67204.91 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -67252.023438 Penalty: 687.349060
	Iteration 11Q: 3 clusters Score -67252.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -67292.875000 Penalty: 687.349060
	Iteration 12Q: 3 clusters Score -67292.88 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -67339.078125 Penalty: 687.349060
	Iteration 13Q: 3 clusters Score -67339.08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -67373.796875 Penalty: 687.349060
	Iteration 14Q: 3 clusters Score -67373.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -67392.890625 Penalty: 687.349060
	Iteration 15Q: 3 clusters Score -67392.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -67400.992188 Penalty: 687.349060
	Iteration 16Q: 3 clusters Score -67400.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -67405.203125 Penalty: 687.349060
	Iteration 17Q: 3 clusters Score -67405.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -67407.445312 Penalty: 687.349060
	Iteration 18Q: 3 clusters Score -67407.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -67409.523438 Penalty: 687.349060
	Iteration 19Q: 3 clusters Score -67409.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -67411.382812 Penalty: 687.349060
	Iteration 20F: 3 clusters Score -67411.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -67413.406250 Penalty: 687.349060
	Iteration 21Q: 3 clusters Score -67413.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -67414.093750 Penalty: 687.349060
	Iteration 22Q: 3 clusters Score -67414.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -67414.546875 Penalty: 687.349060
	Iteration 23Q: 3 clusters Score -67414.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -67415.804688 Penalty: 687.349060
	Iteration 24Q: 3 clusters Score -67415.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -67417.421875 Penalty: 687.349060
	Iteration 25Q: 3 clusters Score -67417.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -67417.679688 Penalty: 687.349060
	Iteration 26Q: 3 clusters Score -67417.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -67417.679688 Penalty: 687.349060
	Iteration 27F: 3 clusters Score -67417.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Entering Unmasked Estep 
Score: -42521.921875 Penalty: 334.913666
	Iteration 0F: 2 clusters Score -42521.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -41359.089844 Penalty: 669.827332
	Iteration 0F: 3 clusters Score -41359.09 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -41846.187500 Penalty: 669.827332
	Iteration 1F: 3 clusters Score -41846.19 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -41991.140625 Penalty: 669.827332
	Iteration 2F: 3 clusters Score -41991.14 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -42115.960938 Penalty: 669.827332
	Iteration 3F: 3 clusters Score -42115.96 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -42209.000000 Penalty: 669.827332
	Iteration 4F: 3 clusters Score -42209 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -42282.203125 Penalty: 669.827332
	Iteration 5Q: 3 clusters Score -42282.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -42347.539062 Penalty: 669.827332
	Iteration 6Q: 3 clusters Score -42347.54 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -42383.460938 Penalty: 669.827332
	Iteration 7Q: 3 clusters Score -42383.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -42399.089844 Penalty: 669.827332
	Iteration 8Q: 3 clusters Score -42399.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -42410.601562 Penalty: 669.827332
	Iteration 9Q: 3 clusters Score -42410.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -42428.832031 Penalty: 669.827332
	Iteration 10Q: 3 clusters Score -42428.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -42450.214844 Penalty: 669.827332
	Iteration 11Q: 3 clusters Score -42450.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -42470.835938 Penalty: 669.827332
	Iteration 12Q: 3 clusters Score -42470.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -42494.320312 Penalty: 669.827332
	Iteration 13Q: 3 clusters Score -42494.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -42521.199219 Penalty: 669.827332
	Iteration 14Q: 3 clusters Score -42521.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -42533.925781 Penalty: 669.827332
	Iteration 15Q: 3 clusters Score -42533.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -42540.953125 Penalty: 669.827332
	Iteration 16Q: 3 clusters Score -42540.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -42550.449219 Penalty: 669.827332
	Iteration 17Q: 3 clusters Score -42550.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -42560.867188 Penalty: 669.827332
	Iteration 18Q: 3 clusters Score -42560.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -42573.312500 Penalty: 669.827332
	Iteration 19Q: 3 clusters Score -42573.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -42586.824219 Penalty: 669.827332
	Iteration 20F: 3 clusters Score -42586.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -42605.203125 Penalty: 669.827332
	Iteration 21Q: 3 clusters Score -42605.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -42622.539062 Penalty: 669.827332
	Iteration 22Q: 3 clusters Score -42622.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -42641.691406 Penalty: 669.827332
	Iteration 23Q: 3 clusters Score -42641.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -42665.390625 Penalty: 669.827332
	Iteration 24Q: 3 clusters Score -42665.39 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -42694.804688 Penalty: 669.827332
	Iteration 25Q: 3 clusters Score -42694.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -42708.671875 Penalty: 669.827332
	Iteration 26Q: 3 clusters Score -42708.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -42715.773438 Penalty: 669.827332
	Iteration 27Q: 3 clusters Score -42715.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -42721.945312 Penalty: 669.827332
	Iteration 28Q: 3 clusters Score -42721.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -42732.921875 Penalty: 669.827332
	Iteration 29Q: 3 clusters Score -42732.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -42746.718750 Penalty: 669.827332
	Iteration 30Q: 3 clusters Score -42746.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -42755.652344 Penalty: 669.827332
	Iteration 31Q: 3 clusters Score -42755.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -42763.632812 Penalty: 669.827332
	Iteration 32Q: 3 clusters Score -42763.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -42776.222656 Penalty: 669.827332
	Iteration 33Q: 3 clusters Score -42776.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -42788.023438 Penalty: 669.827332
	Iteration 34Q: 3 clusters Score -42788.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -42797.730469 Penalty: 669.827332
	Iteration 35Q: 3 clusters Score -42797.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -42806.718750 Penalty: 669.827332
	Iteration 36Q: 3 clusters Score -42806.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -42811.402344 Penalty: 669.827332
	Iteration 37Q: 3 clusters Score -42811.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -42812.453125 Penalty: 669.827332
	Iteration 38Q: 3 clusters Score -42812.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -42813.343750 Penalty: 669.827332
	Iteration 39Q: 3 clusters Score -42813.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -42814.332031 Penalty: 669.827332
	Iteration 40F: 3 clusters Score -42814.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -42816.519531 Penalty: 669.827332
	Iteration 41Q: 3 clusters Score -42816.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -42819.066406 Penalty: 669.827332
	Iteration 42Q: 3 clusters Score -42819.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -42820.312500 Penalty: 669.827332
	Iteration 43Q: 3 clusters Score -42820.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -42821.683594 Penalty: 669.827332
	Iteration 44Q: 3 clusters Score -42821.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -42821.777344 Penalty: 669.827332
	Iteration 45Q: 3 clusters Score -42821.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -42821.863281 Penalty: 669.827332
	Iteration 46Q: 3 clusters Score -42821.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -42821.863281 Penalty: 669.827332
	Iteration 47F: 3 clusters Score -42821.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1950 members 
Mstep: Class 3 contains 2762 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 7269 members 
Mstep: Class 6 contains 8114 members 
Mstep: Class 7 contains 11010 members 
Mstep: Class 8 contains 17746 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 10151 members 
Mstep: Class 15 contains 10324 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 3762 members 
Mstep: Class 18 contains 593301 members 
Mstep: Class 19 contains 6712 members 
Mstep: Class 20 contains 2072 members 
Mstep: Class 21 contains 9792 members 
Mstep: Class 22 contains 10450 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 3675 members 
Mstep: Class 26 contains 13431 members 
Mstep: Class 27 contains 570659 members 
Mstep: Class 28 contains 2831 members 
Mstep: Class 29 contains 21957 members 
Mstep: Class 30 contains 6367 members 
Mstep: Class 31 contains 5596 members 
Mstep: Class 32 contains 1279 members 
Mstep: Class 33 contains 2709 members 
Mstep: Class 34 contains 686 members 
Mstep: Class 35 contains 1907 members 
Mstep: Class 36 contains 1114 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 11209 members 
Mstep: Class 41 contains 9522 members 
Mstep: Class 42 contains 1172 members 
Mstep: Class 43 contains 6782 members 
Mstep: Class 44 contains 459 members 
Entering Unmasked Estep 
Score: -50376996.000000 Penalty: 28315.023438
Splitting cluster 36 changes total score from -50373784.000000 to -50376996.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 37 (4042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Entering Unmasked Estep 
Score: -148926.250000 Penalty: 377.854523
	Iteration 0F: 2 clusters Score -148926.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -146215.406250 Penalty: 755.709045
	Iteration 0F: 3 clusters Score -146215.4 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -147197.375000 Penalty: 755.709045
	Iteration 1F: 3 clusters Score -147197.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -147322.203125 Penalty: 755.709045
	Iteration 2F: 3 clusters Score -147322.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -147442.218750 Penalty: 755.709045
	Iteration 3F: 3 clusters Score -147442.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -147578.218750 Penalty: 755.709045
	Iteration 4F: 3 clusters Score -147578.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -147719.625000 Penalty: 755.709045
	Iteration 5Q: 3 clusters Score -147719.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -147829.671875 Penalty: 755.709045
	Iteration 6Q: 3 clusters Score -147829.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -147910.640625 Penalty: 755.709045
	Iteration 7Q: 3 clusters Score -147910.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -147975.203125 Penalty: 755.709045
	Iteration 8Q: 3 clusters Score -147975.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -148020.015625 Penalty: 755.709045
	Iteration 9Q: 3 clusters Score -148020 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -148044.671875 Penalty: 755.709045
	Iteration 10Q: 3 clusters Score -148044.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -148066.906250 Penalty: 755.709045
	Iteration 11Q: 3 clusters Score -148066.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -148083.359375 Penalty: 755.709045
	Iteration 12Q: 3 clusters Score -148083.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -148094.187500 Penalty: 755.709045
	Iteration 13Q: 3 clusters Score -148094.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -148100.640625 Penalty: 755.709045
	Iteration 14Q: 3 clusters Score -148100.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -148105.218750 Penalty: 755.709045
	Iteration 15Q: 3 clusters Score -148105.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -148108.187500 Penalty: 755.709045
	Iteration 16Q: 3 clusters Score -148108.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -148110.640625 Penalty: 755.709045
	Iteration 17Q: 3 clusters Score -148110.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -148114.562500 Penalty: 755.709045
	Iteration 18Q: 3 clusters Score -148114.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -148116.968750 Penalty: 755.709045
	Iteration 19Q: 3 clusters Score -148117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -148120.359375 Penalty: 755.709045
	Iteration 20F: 3 clusters Score -148120.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -148125.734375 Penalty: 755.709045
	Iteration 21Q: 3 clusters Score -148125.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -148131.921875 Penalty: 755.709045
	Iteration 22Q: 3 clusters Score -148131.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -148136.859375 Penalty: 755.709045
	Iteration 23Q: 3 clusters Score -148136.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -148143.906250 Penalty: 755.709045
	Iteration 24Q: 3 clusters Score -148143.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -148147.828125 Penalty: 755.709045
	Iteration 25Q: 3 clusters Score -148147.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -148152.093750 Penalty: 755.709045
	Iteration 26Q: 3 clusters Score -148152.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -148156.218750 Penalty: 755.709045
	Iteration 27Q: 3 clusters Score -148156.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -148159.000000 Penalty: 755.709045
	Iteration 28Q: 3 clusters Score -148159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -148162.828125 Penalty: 755.709045
	Iteration 29Q: 3 clusters Score -148162.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -148168.546875 Penalty: 755.709045
	Iteration 30Q: 3 clusters Score -148168.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -148175.078125 Penalty: 755.709045
	Iteration 31Q: 3 clusters Score -148175.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -148182.140625 Penalty: 755.709045
	Iteration 32Q: 3 clusters Score -148182.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -148189.734375 Penalty: 755.709045
	Iteration 33Q: 3 clusters Score -148189.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -148197.328125 Penalty: 755.709045
	Iteration 34Q: 3 clusters Score -148197.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -148204.578125 Penalty: 755.709045
	Iteration 35Q: 3 clusters Score -148204.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -148209.765625 Penalty: 755.709045
	Iteration 36Q: 3 clusters Score -148209.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -148213.437500 Penalty: 755.709045
	Iteration 37Q: 3 clusters Score -148213.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -148215.281250 Penalty: 755.709045
	Iteration 38Q: 3 clusters Score -148215.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -148217.281250 Penalty: 755.709045
	Iteration 39Q: 3 clusters Score -148217.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -148221.046875 Penalty: 755.709045
	Iteration 40F: 3 clusters Score -148221 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -148232.781250 Penalty: 755.709045
	Iteration 41Q: 3 clusters Score -148232.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -148251.953125 Penalty: 755.709045
	Iteration 42Q: 3 clusters Score -148252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -148271.187500 Penalty: 755.709045
	Iteration 43Q: 3 clusters Score -148271.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -148292.218750 Penalty: 755.709045
	Iteration 44Q: 3 clusters Score -148292.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -148307.234375 Penalty: 755.709045
	Iteration 45Q: 3 clusters Score -148307.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -148322.953125 Penalty: 755.709045
	Iteration 46Q: 3 clusters Score -148323 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -148337.000000 Penalty: 755.709045
	Iteration 47Q: 3 clusters Score -148337 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -148352.859375 Penalty: 755.709045
	Iteration 48Q: 3 clusters Score -148352.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -148372.046875 Penalty: 755.709045
	Iteration 49Q: 3 clusters Score -148372 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -148387.546875 Penalty: 755.709045
	Iteration 50Q: 3 clusters Score -148387.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -148404.421875 Penalty: 755.709045
	Iteration 51Q: 3 clusters Score -148404.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -148416.359375 Penalty: 755.709045
	Iteration 52Q: 3 clusters Score -148416.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -148426.796875 Penalty: 755.709045
	Iteration 53Q: 3 clusters Score -148426.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -148435.375000 Penalty: 755.709045
	Iteration 54Q: 3 clusters Score -148435.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -148443.281250 Penalty: 755.709045
	Iteration 55Q: 3 clusters Score -148443.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -148449.796875 Penalty: 755.709045
	Iteration 56Q: 3 clusters Score -148449.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -148456.734375 Penalty: 755.709045
	Iteration 57Q: 3 clusters Score -148456.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -148462.843750 Penalty: 755.709045
	Iteration 58Q: 3 clusters Score -148462.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -148470.250000 Penalty: 755.709045
	Iteration 59Q: 3 clusters Score -148470.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -148479.156250 Penalty: 755.709045
	Iteration 60F: 3 clusters Score -148479.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -148485.968750 Penalty: 755.709045
	Iteration 61Q: 3 clusters Score -148486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -148490.718750 Penalty: 755.709045
	Iteration 62Q: 3 clusters Score -148490.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -148494.375000 Penalty: 755.709045
	Iteration 63Q: 3 clusters Score -148494.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -148499.234375 Penalty: 755.709045
	Iteration 64Q: 3 clusters Score -148499.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -148506.953125 Penalty: 755.709045
	Iteration 65Q: 3 clusters Score -148507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -148515.828125 Penalty: 755.709045
	Iteration 66Q: 3 clusters Score -148515.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -148523.375000 Penalty: 755.709045
	Iteration 67Q: 3 clusters Score -148523.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -148531.421875 Penalty: 755.709045
	Iteration 68Q: 3 clusters Score -148531.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -148538.453125 Penalty: 755.709045
	Iteration 69Q: 3 clusters Score -148538.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -148544.218750 Penalty: 755.709045
	Iteration 70Q: 3 clusters Score -148544.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -148551.109375 Penalty: 755.709045
	Iteration 71Q: 3 clusters Score -148551.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -148556.328125 Penalty: 755.709045
	Iteration 72Q: 3 clusters Score -148556.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -148557.546875 Penalty: 755.709045
	Iteration 73Q: 3 clusters Score -148557.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -148559.421875 Penalty: 755.709045
	Iteration 74Q: 3 clusters Score -148559.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -148563.062500 Penalty: 755.709045
	Iteration 75Q: 3 clusters Score -148563.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -148564.953125 Penalty: 755.709045
	Iteration 76Q: 3 clusters Score -148565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -148568.265625 Penalty: 755.709045
	Iteration 77Q: 3 clusters Score -148568.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -148573.828125 Penalty: 755.709045
	Iteration 78Q: 3 clusters Score -148573.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -148575.796875 Penalty: 755.709045
	Iteration 79Q: 3 clusters Score -148575.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -148576.187500 Penalty: 755.709045
	Iteration 80F: 3 clusters Score -148576.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -148576.281250 Penalty: 755.709045
	Iteration 81Q: 3 clusters Score -148576.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -148576.281250 Penalty: 755.709045
	Iteration 82F: 3 clusters Score -148576.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1950 members 
Mstep: Class 3 contains 2762 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 7269 members 
Mstep: Class 6 contains 8114 members 
Mstep: Class 7 contains 11010 members 
Mstep: Class 8 contains 17746 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 10151 members 
Mstep: Class 15 contains 10324 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 3762 members 
Mstep: Class 18 contains 593301 members 
Mstep: Class 19 contains 6712 members 
Mstep: Class 20 contains 2072 members 
Mstep: Class 21 contains 9792 members 
Mstep: Class 22 contains 10450 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 3675 members 
Mstep: Class 26 contains 13431 members 
Mstep: Class 27 contains 570659 members 
Mstep: Class 28 contains 2831 members 
Mstep: Class 29 contains 21957 members 
Mstep: Class 30 contains 6367 members 
Mstep: Class 31 contains 5596 members 
Mstep: Class 32 contains 1279 members 
Mstep: Class 33 contains 2709 members 
Mstep: Class 34 contains 686 members 
Mstep: Class 35 contains 1907 members 
Mstep: Class 36 contains 1114 members 
Mstep: Class 37 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379256.000000 Penalty: 28315.023438
Iteration 119Q: 45 clusters Score -5.037926e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1929 members 
Mstep: Class 3 contains 2762 members 
Mstep: Class 4 contains 1484 members 
Mstep: Class 5 contains 7258 members 
Mstep: Class 6 contains 8132 members 
Mstep: Class 7 contains 10977 members 
Mstep: Class 8 contains 17709 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 2283 members 
Mstep: Class 11 contains 7057 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 10129 members 
Mstep: Class 15 contains 10595 members 
Mstep: Class 16 contains 810 members 
Mstep: Class 17 contains 3787 members 
Mstep: Class 18 contains 593356 members 
Mstep: Class 19 contains 6728 members 
Mstep: Class 20 contains 2057 members 
Mstep: Class 21 contains 9802 members 
Mstep: Class 22 contains 10656 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 1757 members 
Mstep: Class 25 contains 3686 members 
Mstep: Class 26 contains 13457 members 
Mstep: Class 27 contains 570849 members 
Mstep: Class 28 contains 2873 members 
Mstep: Class 29 contains 21976 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 5629 members 
Mstep: Class 32 contains 1305 members 
Mstep: Class 33 contains 2706 members 
Mstep: Class 34 contains 704 members 
Mstep: Class 35 contains 1916 members 
Mstep: Class 36 contains 1221 members 
Mstep: Class 37 contains 4040 members 
Mstep: Class 38 contains 1208 members 
Mstep: Class 39 contains 1028 members 
Mstep: Class 40 contains 11077 members 
Mstep: Class 41 contains 8835 members 
Mstep: Class 42 contains 1124 members 
Mstep: Class 43 contains 6701 members 
Mstep: Class 44 contains 392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50382028.000000 Penalty: 28315.023438
Iteration 120F: 45 clusters Score -5.038203e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1909 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 7237 members 
Mstep: Class 6 contains 8112 members 
Mstep: Class 7 contains 10917 members 
Mstep: Class 8 contains 17638 members 
Mstep: Class 9 contains 3758 members 
Mstep: Class 10 contains 2288 members 
Mstep: Class 11 contains 7012 members 
Mstep: Class 12 contains 799 members 
Mstep: Class 13 contains 5704 members 
Mstep: Class 14 contains 10115 members 
Mstep: Class 15 contains 10704 members 
Mstep: Class 16 contains 832 members 
Mstep: Class 17 contains 3793 members 
Mstep: Class 18 contains 592918 members 
Mstep: Class 19 contains 6719 members 
Mstep: Class 20 contains 2047 members 
Mstep: Class 21 contains 9800 members 
Mstep: Class 22 contains 10884 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 1727 members 
Mstep: Class 25 contains 3696 members 
Mstep: Class 26 contains 13391 members 
Mstep: Class 27 contains 569676 members 
Mstep: Class 28 contains 2858 members 
Mstep: Class 29 contains 21882 members 
Mstep: Class 30 contains 6391 members 
Mstep: Class 31 contains 5702 members 
Mstep: Class 32 contains 1312 members 
Mstep: Class 33 contains 2706 members 
Mstep: Class 34 contains 707 members 
Mstep: Class 35 contains 1917 members 
Mstep: Class 36 contains 1279 members 
Mstep: Class 37 contains 4037 members 
Mstep: Class 38 contains 1253 members 
Mstep: Class 39 contains 1063 members 
Mstep: Class 40 contains 11332 members 
Mstep: Class 41 contains 9516 members 
Mstep: Class 42 contains 1496 members 
Mstep: Class 43 contains 6925 members 
Mstep: Class 44 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50382816.000000 Penalty: 28315.023438
Iteration 121Q: 45 clusters Score -5.038282e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1889 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 1454 members 
Mstep: Class 5 contains 7219 members 
Mstep: Class 6 contains 8095 members 
Mstep: Class 7 contains 10875 members 
Mstep: Class 8 contains 17578 members 
Mstep: Class 9 contains 3755 members 
Mstep: Class 10 contains 2285 members 
Mstep: Class 11 contains 6997 members 
Mstep: Class 12 contains 818 members 
Mstep: Class 13 contains 5689 members 
Mstep: Class 14 contains 10111 members 
Mstep: Class 15 contains 10801 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 3791 members 
Mstep: Class 18 contains 592507 members 
Mstep: Class 19 contains 6720 members 
Mstep: Class 20 contains 2040 members 
Mstep: Class 21 contains 9804 members 
Mstep: Class 22 contains 11111 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 1705 members 
Mstep: Class 25 contains 3707 members 
Mstep: Class 26 contains 13341 members 
Mstep: Class 27 contains 568813 members 
Mstep: Class 28 contains 2859 members 
Mstep: Class 29 contains 21802 members 
Mstep: Class 30 contains 6367 members 
Mstep: Class 31 contains 5776 members 
Mstep: Class 32 contains 1333 members 
Mstep: Class 33 contains 2710 members 
Mstep: Class 34 contains 706 members 
Mstep: Class 35 contains 1914 members 
Mstep: Class 36 contains 1320 members 
Mstep: Class 37 contains 4032 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 1085 members 
Mstep: Class 40 contains 11462 members 
Mstep: Class 41 contains 10074 members 
Mstep: Class 42 contains 1811 members 
Mstep: Class 43 contains 7045 members 
Mstep: Class 44 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50383668.000000 Penalty: 28315.023438
Iteration 122Q: 45 clusters Score -5.038367e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1879 members 
Mstep: Class 3 contains 2753 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 7208 members 
Mstep: Class 6 contains 8093 members 
Mstep: Class 7 contains 10844 members 
Mstep: Class 8 contains 17506 members 
Mstep: Class 9 contains 3751 members 
Mstep: Class 10 contains 2289 members 
Mstep: Class 11 contains 6984 members 
Mstep: Class 12 contains 827 members 
Mstep: Class 13 contains 5681 members 
Mstep: Class 14 contains 10114 members 
Mstep: Class 15 contains 10868 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 3799 members 
Mstep: Class 18 contains 592173 members 
Mstep: Class 19 contains 6709 members 
Mstep: Class 20 contains 2038 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 11287 members 
Mstep: Class 23 contains 879 members 
Mstep: Class 24 contains 1687 members 
Mstep: Class 25 contains 3715 members 
Mstep: Class 26 contains 13314 members 
Mstep: Class 27 contains 568113 members 
Mstep: Class 28 contains 2853 members 
Mstep: Class 29 contains 21721 members 
Mstep: Class 30 contains 6358 members 
Mstep: Class 31 contains 5854 members 
Mstep: Class 32 contains 1357 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1921 members 
Mstep: Class 36 contains 1356 members 
Mstep: Class 37 contains 4032 members 
Mstep: Class 38 contains 1291 members 
Mstep: Class 39 contains 1104 members 
Mstep: Class 40 contains 11547 members 
Mstep: Class 41 contains 10505 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 7122 members 
Mstep: Class 44 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 642.951416 but Gain 643.523438
Score: -50384272.000000 Penalty: 27671.500000
Iteration 123Q: 44 clusters Score -5.038427e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 1878 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 1450 members 
Mstep: Class 5 contains 7202 members 
Mstep: Class 6 contains 8081 members 
Mstep: Class 7 contains 10814 members 
Mstep: Class 8 contains 17449 members 
Mstep: Class 9 contains 3748 members 
Mstep: Class 10 contains 2302 members 
Mstep: Class 11 contains 6966 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 5681 members 
Mstep: Class 14 contains 10116 members 
Mstep: Class 15 contains 10908 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3820 members 
Mstep: Class 18 contains 591886 members 
Mstep: Class 19 contains 6706 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 9829 members 
Mstep: Class 22 contains 11423 members 
Mstep: Class 23 contains 893 members 
Mstep: Class 24 contains 1670 members 
Mstep: Class 25 contains 3726 members 
Mstep: Class 26 contains 13309 members 
Mstep: Class 27 contains 567761 members 
Mstep: Class 28 contains 2843 members 
Mstep: Class 29 contains 21841 members 
Mstep: Class 30 contains 6338 members 
Mstep: Class 31 contains 5921 members 
Mstep: Class 32 contains 1376 members 
Mstep: Class 33 contains 2717 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1920 members 
Mstep: Class 36 contains 1408 members 
Mstep: Class 37 contains 4035 members 
Mstep: Class 38 contains 1299 members 
Mstep: Class 39 contains 1119 members 
Mstep: Class 40 contains 11597 members 
Mstep: Class 41 contains 10878 members 
Mstep: Class 42 contains 2356 members 
Mstep: Class 43 contains 7165 members 
Mstep: Class 44 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50384920.000000 Penalty: 27671.500000
Iteration 124Q: 44 clusters Score -5.038492e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 1866 members 
Mstep: Class 3 contains 2744 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 7194 members 
Mstep: Class 6 contains 8075 members 
Mstep: Class 7 contains 10798 members 
Mstep: Class 8 contains 17392 members 
Mstep: Class 9 contains 3742 members 
Mstep: Class 10 contains 2319 members 
Mstep: Class 11 contains 6939 members 
Mstep: Class 12 contains 831 members 
Mstep: Class 13 contains 5683 members 
Mstep: Class 14 contains 10114 members 
Mstep: Class 15 contains 10937 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 3822 members 
Mstep: Class 18 contains 591656 members 
Mstep: Class 19 contains 6703 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 9835 members 
Mstep: Class 22 contains 11533 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 1659 members 
Mstep: Class 25 contains 3736 members 
Mstep: Class 26 contains 13314 members 
Mstep: Class 27 contains 567228 members 
Mstep: Class 28 contains 2836 members 
Mstep: Class 29 contains 21832 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 5978 members 
Mstep: Class 32 contains 1404 members 
Mstep: Class 33 contains 2716 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 1923 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 4036 members 
Mstep: Class 38 contains 1305 members 
Mstep: Class 39 contains 1131 members 
Mstep: Class 40 contains 11636 members 
Mstep: Class 41 contains 11199 members 
Mstep: Class 42 contains 2594 members 
Mstep: Class 43 contains 7190 members 
Mstep: Class 44 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385096.000000 Penalty: 27671.500000
Iteration 125Q: 44 clusters Score -5.03851e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 2741 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 7180 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 10781 members 
Mstep: Class 8 contains 17350 members 
Mstep: Class 9 contains 3737 members 
Mstep: Class 10 contains 2334 members 
Mstep: Class 11 contains 6917 members 
Mstep: Class 12 contains 835 members 
Mstep: Class 13 contains 5686 members 
Mstep: Class 14 contains 10113 members 
Mstep: Class 15 contains 10973 members 
Mstep: Class 16 contains 869 members 
Mstep: Class 17 contains 3824 members 
Mstep: Class 18 contains 591466 members 
Mstep: Class 19 contains 6695 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 9838 members 
Mstep: Class 22 contains 11629 members 
Mstep: Class 23 contains 899 members 
Mstep: Class 24 contains 1654 members 
Mstep: Class 25 contains 3740 members 
Mstep: Class 26 contains 13313 members 
Mstep: Class 27 contains 566797 members 
Mstep: Class 28 contains 2825 members 
Mstep: Class 29 contains 21822 members 
Mstep: Class 30 contains 6284 members 
Mstep: Class 31 contains 6022 members 
Mstep: Class 32 contains 1437 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 706 members 
Mstep: Class 35 contains 1926 members 
Mstep: Class 36 contains 1499 members 
Mstep: Class 37 contains 4034 members 
Mstep: Class 38 contains 1314 members 
Mstep: Class 39 contains 1139 members 
Mstep: Class 40 contains 11672 members 
Mstep: Class 41 contains 11444 members 
Mstep: Class 42 contains 2788 members 
Mstep: Class 43 contains 7206 members 
Mstep: Class 44 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385036.000000 Penalty: 27671.500000
Iteration 126Q: 44 clusters Score -5.038504e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 1856 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 7169 members 
Mstep: Class 6 contains 8085 members 
Mstep: Class 7 contains 10769 members 
Mstep: Class 8 contains 17300 members 
Mstep: Class 9 contains 3734 members 
Mstep: Class 10 contains 2341 members 
Mstep: Class 11 contains 6897 members 
Mstep: Class 12 contains 838 members 
Mstep: Class 13 contains 5687 members 
Mstep: Class 14 contains 10113 members 
Mstep: Class 15 contains 10999 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3824 members 
Mstep: Class 18 contains 591293 members 
Mstep: Class 19 contains 6688 members 
Mstep: Class 20 contains 2041 members 
Mstep: Class 21 contains 9845 members 
Mstep: Class 22 contains 11716 members 
Mstep: Class 23 contains 905 members 
Mstep: Class 24 contains 1644 members 
Mstep: Class 25 contains 3743 members 
Mstep: Class 26 contains 13317 members 
Mstep: Class 27 contains 566460 members 
Mstep: Class 28 contains 2817 members 
Mstep: Class 29 contains 21813 members 
Mstep: Class 30 contains 6257 members 
Mstep: Class 31 contains 6075 members 
Mstep: Class 32 contains 1460 members 
Mstep: Class 33 contains 2716 members 
Mstep: Class 34 contains 707 members 
Mstep: Class 35 contains 1921 members 
Mstep: Class 36 contains 1524 members 
Mstep: Class 37 contains 4033 members 
Mstep: Class 38 contains 1324 members 
Mstep: Class 39 contains 1148 members 
Mstep: Class 40 contains 11701 members 
Mstep: Class 41 contains 11629 members 
Mstep: Class 42 contains 2953 members 
Mstep: Class 43 contains 7218 members 
Mstep: Class 44 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385048.000000 Penalty: 27671.500000
Iteration 127Q: 44 clusters Score -5.038505e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 2737 members 
Mstep: Class 4 contains 1449 members 
Mstep: Class 5 contains 7159 members 
Mstep: Class 6 contains 8090 members 
Mstep: Class 7 contains 10760 members 
Mstep: Class 8 contains 17273 members 
Mstep: Class 9 contains 3732 members 
Mstep: Class 10 contains 2351 members 
Mstep: Class 11 contains 6888 members 
Mstep: Class 12 contains 840 members 
Mstep: Class 13 contains 5689 members 
Mstep: Class 14 contains 10110 members 
Mstep: Class 15 contains 11015 members 
Mstep: Class 16 contains 864 members 
Mstep: Class 17 contains 3830 members 
Mstep: Class 18 contains 591190 members 
Mstep: Class 19 contains 6685 members 
Mstep: Class 20 contains 2041 members 
Mstep: Class 21 contains 9850 members 
Mstep: Class 22 contains 11754 members 
Mstep: Class 23 contains 913 members 
Mstep: Class 24 contains 1641 members 
Mstep: Class 25 contains 3750 members 
Mstep: Class 26 contains 13320 members 
Mstep: Class 27 contains 566163 members 
Mstep: Class 28 contains 2803 members 
Mstep: Class 29 contains 21813 members 
Mstep: Class 30 contains 6237 members 
Mstep: Class 31 contains 6122 members 
Mstep: Class 32 contains 1476 members 
Mstep: Class 33 contains 2723 members 
Mstep: Class 34 contains 709 members 
Mstep: Class 35 contains 1920 members 
Mstep: Class 36 contains 1545 members 
Mstep: Class 37 contains 4032 members 
Mstep: Class 38 contains 1330 members 
Mstep: Class 39 contains 1156 members 
Mstep: Class 40 contains 11721 members 
Mstep: Class 41 contains 11786 members 
Mstep: Class 42 contains 3077 members 
Mstep: Class 43 contains 7218 members 
Mstep: Class 44 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385004.000000 Penalty: 27671.500000
Iteration 128Q: 44 clusters Score -5.0385e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 1847 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 7145 members 
Mstep: Class 6 contains 8099 members 
Mstep: Class 7 contains 10756 members 
Mstep: Class 8 contains 17237 members 
Mstep: Class 9 contains 3725 members 
Mstep: Class 10 contains 2358 members 
Mstep: Class 11 contains 6880 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 5691 members 
Mstep: Class 14 contains 10107 members 
Mstep: Class 15 contains 11046 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3831 members 
Mstep: Class 18 contains 591080 members 
Mstep: Class 19 contains 6681 members 
Mstep: Class 20 contains 2041 members 
Mstep: Class 21 contains 9853 members 
Mstep: Class 22 contains 11788 members 
Mstep: Class 23 contains 914 members 
Mstep: Class 24 contains 1637 members 
Mstep: Class 25 contains 3759 members 
Mstep: Class 26 contains 13341 members 
Mstep: Class 27 contains 565925 members 
Mstep: Class 28 contains 2793 members 
Mstep: Class 29 contains 21822 members 
Mstep: Class 30 contains 6228 members 
Mstep: Class 31 contains 6167 members 
Mstep: Class 32 contains 1502 members 
Mstep: Class 33 contains 2728 members 
Mstep: Class 34 contains 709 members 
Mstep: Class 35 contains 1917 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 4033 members 
Mstep: Class 38 contains 1330 members 
Mstep: Class 39 contains 1157 members 
Mstep: Class 40 contains 11737 members 
Mstep: Class 41 contains 11894 members 
Mstep: Class 42 contains 3169 members 
Mstep: Class 43 contains 7227 members 
Mstep: Class 44 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385012.000000 Penalty: 27671.500000
Iteration 129Q: 44 clusters Score -5.038501e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 1839 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 7141 members 
Mstep: Class 6 contains 8099 members 
Mstep: Class 7 contains 10743 members 
Mstep: Class 8 contains 17215 members 
Mstep: Class 9 contains 3721 members 
Mstep: Class 10 contains 2367 members 
Mstep: Class 11 contains 6867 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 5691 members 
Mstep: Class 14 contains 10104 members 
Mstep: Class 15 contains 11067 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3827 members 
Mstep: Class 18 contains 591006 members 
Mstep: Class 19 contains 6674 members 
Mstep: Class 20 contains 2045 members 
Mstep: Class 21 contains 9856 members 
Mstep: Class 22 contains 11819 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 1634 members 
Mstep: Class 25 contains 3766 members 
Mstep: Class 26 contains 13348 members 
Mstep: Class 27 contains 565731 members 
Mstep: Class 28 contains 2791 members 
Mstep: Class 29 contains 21814 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 6184 members 
Mstep: Class 32 contains 1529 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1917 members 
Mstep: Class 36 contains 1593 members 
Mstep: Class 37 contains 4032 members 
Mstep: Class 38 contains 1335 members 
Mstep: Class 39 contains 1164 members 
Mstep: Class 40 contains 11766 members 
Mstep: Class 41 contains 11978 members 
Mstep: Class 42 contains 3248 members 
Mstep: Class 43 contains 7237 members 
Mstep: Class 44 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385048.000000 Penalty: 27671.500000
Iteration 130Q: 44 clusters Score -5.038505e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 1834 members 
Mstep: Class 3 contains 2729 members 
Mstep: Class 4 contains 1444 members 
Mstep: Class 5 contains 7140 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 10732 members 
Mstep: Class 8 contains 17182 members 
Mstep: Class 9 contains 3719 members 
Mstep: Class 10 contains 2371 members 
Mstep: Class 11 contains 6856 members 
Mstep: Class 12 contains 843 members 
Mstep: Class 13 contains 5696 members 
Mstep: Class 14 contains 10102 members 
Mstep: Class 15 contains 11088 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 590945 members 
Mstep: Class 19 contains 6664 members 
Mstep: Class 20 contains 2050 members 
Mstep: Class 21 contains 9862 members 
Mstep: Class 22 contains 11847 members 
Mstep: Class 23 contains 918 members 
Mstep: Class 24 contains 1630 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 13355 members 
Mstep: Class 27 contains 565565 members 
Mstep: Class 28 contains 2787 members 
Mstep: Class 29 contains 21802 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 6203 members 
Mstep: Class 32 contains 1542 members 
Mstep: Class 33 contains 2735 members 
Mstep: Class 34 contains 709 members 
Mstep: Class 35 contains 1920 members 
Mstep: Class 36 contains 1622 members 
Mstep: Class 37 contains 4033 members 
Mstep: Class 38 contains 1337 members 
Mstep: Class 39 contains 1168 members 
Mstep: Class 40 contains 11790 members 
Mstep: Class 41 contains 12054 members 
Mstep: Class 42 contains 3308 members 
Mstep: Class 43 contains 7238 members 
Mstep: Class 44 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385140.000000 Penalty: 27671.500000
Iteration 131Q: 44 clusters Score -5.038514e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 1829 members 
Mstep: Class 3 contains 2725 members 
Mstep: Class 4 contains 1440 members 
Mstep: Class 5 contains 7137 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 10725 members 
Mstep: Class 8 contains 17158 members 
Mstep: Class 9 contains 3718 members 
Mstep: Class 10 contains 2373 members 
Mstep: Class 11 contains 6850 members 
Mstep: Class 12 contains 843 members 
Mstep: Class 13 contains 5702 members 
Mstep: Class 14 contains 10103 members 
Mstep: Class 15 contains 11107 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 3833 members 
Mstep: Class 18 contains 590905 members 
Mstep: Class 19 contains 6657 members 
Mstep: Class 20 contains 2061 members 
Mstep: Class 21 contains 9859 members 
Mstep: Class 22 contains 11866 members 
Mstep: Class 23 contains 915 members 
Mstep: Class 24 contains 1626 members 
Mstep: Class 25 contains 3770 members 
Mstep: Class 26 contains 13359 members 
Mstep: Class 27 contains 565440 members 
Mstep: Class 28 contains 2789 members 
Mstep: Class 29 contains 21783 members 
Mstep: Class 30 contains 6218 members 
Mstep: Class 31 contains 6214 members 
Mstep: Class 32 contains 1554 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 709 members 
Mstep: Class 35 contains 1922 members 
Mstep: Class 36 contains 1650 members 
Mstep: Class 37 contains 4036 members 
Mstep: Class 38 contains 1342 members 
Mstep: Class 39 contains 1168 members 
Mstep: Class 40 contains 11799 members 
Mstep: Class 41 contains 12110 members 
Mstep: Class 42 contains 3372 members 
Mstep: Class 43 contains 7238 members 
Mstep: Class 44 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385240.000000 Penalty: 27671.500000
Iteration 132Q: 44 clusters Score -5.038524e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 1818 members 
Mstep: Class 3 contains 2721 members 
Mstep: Class 4 contains 1428 members 
Mstep: Class 5 contains 7135 members 
Mstep: Class 6 contains 8109 members 
Mstep: Class 7 contains 10718 members 
Mstep: Class 8 contains 17129 members 
Mstep: Class 9 contains 3715 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 6845 members 
Mstep: Class 12 contains 843 members 
Mstep: Class 13 contains 5703 members 
Mstep: Class 14 contains 10104 members 
Mstep: Class 15 contains 11129 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 590868 members 
Mstep: Class 19 contains 6648 members 
Mstep: Class 20 contains 2076 members 
Mstep: Class 21 contains 9859 members 
Mstep: Class 22 contains 11883 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 3770 members 
Mstep: Class 26 contains 13358 members 
Mstep: Class 27 contains 565326 members 
Mstep: Class 28 contains 2788 members 
Mstep: Class 29 contains 21752 members 
Mstep: Class 30 contains 6217 members 
Mstep: Class 31 contains 6224 members 
Mstep: Class 32 contains 1568 members 
Mstep: Class 33 contains 2735 members 
Mstep: Class 34 contains 709 members 
Mstep: Class 35 contains 1926 members 
Mstep: Class 36 contains 1691 members 
Mstep: Class 37 contains 4040 members 
Mstep: Class 38 contains 1344 members 
Mstep: Class 39 contains 1171 members 
Mstep: Class 40 contains 11805 members 
Mstep: Class 41 contains 12169 members 
Mstep: Class 42 contains 3431 members 
Mstep: Class 43 contains 7238 members 
Mstep: Class 44 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385200.000000 Penalty: 27671.500000
Iteration 133Q: 44 clusters Score -5.03852e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 1804 members 
Mstep: Class 3 contains 2719 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 7137 members 
Mstep: Class 6 contains 8110 members 
Mstep: Class 7 contains 10715 members 
Mstep: Class 8 contains 17109 members 
Mstep: Class 9 contains 3711 members 
Mstep: Class 10 contains 2382 members 
Mstep: Class 11 contains 6841 members 
Mstep: Class 12 contains 843 members 
Mstep: Class 13 contains 5703 members 
Mstep: Class 14 contains 10105 members 
Mstep: Class 15 contains 11146 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 18 contains 590836 members 
Mstep: Class 19 contains 6638 members 
Mstep: Class 20 contains 2100 members 
Mstep: Class 21 contains 9857 members 
Mstep: Class 22 contains 11897 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 1617 members 
Mstep: Class 25 contains 3765 members 
Mstep: Class 26 contains 13363 members 
Mstep: Class 27 contains 565231 members 
Mstep: Class 28 contains 2787 members 
Mstep: Class 29 contains 21720 members 
Mstep: Class 30 contains 6215 members 
Mstep: Class 31 contains 6222 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 2739 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1932 members 
Mstep: Class 36 contains 1729 members 
Mstep: Class 37 contains 4043 members 
Mstep: Class 38 contains 1345 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 11808 members 
Mstep: Class 41 contains 12200 members 
Mstep: Class 42 contains 3493 members 
Mstep: Class 43 contains 7235 members 
Mstep: Class 44 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385312.000000 Penalty: 27671.500000
Iteration 134Q: 44 clusters Score -5.038531e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 1803 members 
Mstep: Class 3 contains 2716 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 7136 members 
Mstep: Class 6 contains 8116 members 
Mstep: Class 7 contains 10711 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 3708 members 
Mstep: Class 10 contains 2383 members 
Mstep: Class 11 contains 6835 members 
Mstep: Class 12 contains 843 members 
Mstep: Class 13 contains 5701 members 
Mstep: Class 14 contains 10105 members 
Mstep: Class 15 contains 11168 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 3844 members 
Mstep: Class 18 contains 590806 members 
Mstep: Class 19 contains 6628 members 
Mstep: Class 20 contains 2123 members 
Mstep: Class 21 contains 9855 members 
Mstep: Class 22 contains 11907 members 
Mstep: Class 23 contains 927 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 3767 members 
Mstep: Class 26 contains 13363 members 
Mstep: Class 27 contains 565153 members 
Mstep: Class 28 contains 2788 members 
Mstep: Class 29 contains 21696 members 
Mstep: Class 30 contains 6209 members 
Mstep: Class 31 contains 6223 members 
Mstep: Class 32 contains 1591 members 
Mstep: Class 33 contains 2741 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 1934 members 
Mstep: Class 36 contains 1763 members 
Mstep: Class 37 contains 4047 members 
Mstep: Class 38 contains 1346 members 
Mstep: Class 39 contains 1180 members 
Mstep: Class 40 contains 11808 members 
Mstep: Class 41 contains 12217 members 
Mstep: Class 42 contains 3546 members 
Mstep: Class 43 contains 7237 members 
Mstep: Class 44 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385312.000000 Penalty: 27671.500000
Iteration 135Q: 44 clusters Score -5.038531e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 1795 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 1427 members 
Mstep: Class 5 contains 7137 members 
Mstep: Class 6 contains 8120 members 
Mstep: Class 7 contains 10706 members 
Mstep: Class 8 contains 17064 members 
Mstep: Class 9 contains 3703 members 
Mstep: Class 10 contains 2386 members 
Mstep: Class 11 contains 6823 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 5699 members 
Mstep: Class 14 contains 10104 members 
Mstep: Class 15 contains 11187 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 3849 members 
Mstep: Class 18 contains 590771 members 
Mstep: Class 19 contains 6619 members 
Mstep: Class 20 contains 2145 members 
Mstep: Class 21 contains 9853 members 
Mstep: Class 22 contains 11915 members 
Mstep: Class 23 contains 931 members 
Mstep: Class 24 contains 1601 members 
Mstep: Class 25 contains 3769 members 
Mstep: Class 26 contains 13365 members 
Mstep: Class 27 contains 565077 members 
Mstep: Class 28 contains 2787 members 
Mstep: Class 29 contains 21664 members 
Mstep: Class 30 contains 6212 members 
Mstep: Class 31 contains 6232 members 
Mstep: Class 32 contains 1603 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 710 members 
Mstep: Class 35 contains 1937 members 
Mstep: Class 36 contains 1793 members 
Mstep: Class 37 contains 4050 members 
Mstep: Class 38 contains 1346 members 
Mstep: Class 39 contains 1183 members 
Mstep: Class 40 contains 11809 members 
Mstep: Class 41 contains 12240 members 
Mstep: Class 42 contains 3599 members 
Mstep: Class 43 contains 7235 members 
Mstep: Class 44 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385380.000000 Penalty: 27671.500000
Iteration 136Q: 44 clusters Score -5.038538e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 1795 members 
Mstep: Class 3 contains 2712 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 7135 members 
Mstep: Class 6 contains 8129 members 
Mstep: Class 7 contains 10698 members 
Mstep: Class 8 contains 17048 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 2387 members 
Mstep: Class 11 contains 6822 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 5700 members 
Mstep: Class 14 contains 10104 members 
Mstep: Class 15 contains 11200 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 3851 members 
Mstep: Class 18 contains 590741 members 
Mstep: Class 19 contains 6615 members 
Mstep: Class 20 contains 2148 members 
Mstep: Class 21 contains 9855 members 
Mstep: Class 22 contains 11924 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 1597 members 
Mstep: Class 25 contains 3771 members 
Mstep: Class 26 contains 13359 members 
Mstep: Class 27 contains 565014 members 
Mstep: Class 28 contains 2789 members 
Mstep: Class 29 contains 21651 members 
Mstep: Class 30 contains 6214 members 
Mstep: Class 31 contains 6238 members 
Mstep: Class 32 contains 1612 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 710 members 
Mstep: Class 35 contains 1939 members 
Mstep: Class 36 contains 1814 members 
Mstep: Class 37 contains 4050 members 
Mstep: Class 38 contains 1347 members 
Mstep: Class 39 contains 1185 members 
Mstep: Class 40 contains 11805 members 
Mstep: Class 41 contains 12260 members 
Mstep: Class 42 contains 3635 members 
Mstep: Class 43 contains 7237 members 
Mstep: Class 44 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385316.000000 Penalty: 27671.500000
Iteration 137Q: 44 clusters Score -5.038532e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 1801 members 
Mstep: Class 3 contains 2711 members 
Mstep: Class 4 contains 1425 members 
Mstep: Class 5 contains 7133 members 
Mstep: Class 6 contains 8132 members 
Mstep: Class 7 contains 10691 members 
Mstep: Class 8 contains 17041 members 
Mstep: Class 9 contains 3696 members 
Mstep: Class 10 contains 2391 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 847 members 
Mstep: Class 13 contains 5700 members 
Mstep: Class 14 contains 10105 members 
Mstep: Class 15 contains 11211 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 590718 members 
Mstep: Class 19 contains 6612 members 
Mstep: Class 20 contains 2145 members 
Mstep: Class 21 contains 9856 members 
Mstep: Class 22 contains 11934 members 
Mstep: Class 23 contains 933 members 
Mstep: Class 24 contains 1595 members 
Mstep: Class 25 contains 3775 members 
Mstep: Class 26 contains 13360 members 
Mstep: Class 27 contains 564943 members 
Mstep: Class 28 contains 2789 members 
Mstep: Class 29 contains 21646 members 
Mstep: Class 30 contains 6209 members 
Mstep: Class 31 contains 6244 members 
Mstep: Class 32 contains 1622 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 710 members 
Mstep: Class 35 contains 1941 members 
Mstep: Class 36 contains 1830 members 
Mstep: Class 37 contains 4050 members 
Mstep: Class 38 contains 1347 members 
Mstep: Class 39 contains 1186 members 
Mstep: Class 40 contains 11804 members 
Mstep: Class 41 contains 12264 members 
Mstep: Class 42 contains 3681 members 
Mstep: Class 43 contains 7239 members 
Mstep: Class 44 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385260.000000 Penalty: 27671.500000
Iteration 138Q: 44 clusters Score -5.038526e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 1804 members 
Mstep: Class 3 contains 2711 members 
Mstep: Class 4 contains 1429 members 
Mstep: Class 5 contains 7131 members 
Mstep: Class 6 contains 8132 members 
Mstep: Class 7 contains 10688 members 
Mstep: Class 8 contains 17028 members 
Mstep: Class 9 contains 3693 members 
Mstep: Class 10 contains 2397 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 5701 members 
Mstep: Class 14 contains 10105 members 
Mstep: Class 15 contains 11217 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 3853 members 
Mstep: Class 18 contains 590698 members 
Mstep: Class 19 contains 6606 members 
Mstep: Class 20 contains 2149 members 
Mstep: Class 21 contains 9854 members 
Mstep: Class 22 contains 11943 members 
Mstep: Class 23 contains 934 members 
Mstep: Class 24 contains 1593 members 
Mstep: Class 25 contains 3778 members 
Mstep: Class 26 contains 13355 members 
Mstep: Class 27 contains 564892 members 
Mstep: Class 28 contains 2790 members 
Mstep: Class 29 contains 21639 members 
Mstep: Class 30 contains 6204 members 
Mstep: Class 31 contains 6250 members 
Mstep: Class 32 contains 1636 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 710 members 
Mstep: Class 35 contains 1941 members 
Mstep: Class 36 contains 1848 members 
Mstep: Class 37 contains 4050 members 
Mstep: Class 38 contains 1347 members 
Mstep: Class 39 contains 1186 members 
Mstep: Class 40 contains 11803 members 
Mstep: Class 41 contains 12265 members 
Mstep: Class 42 contains 3722 members 
Mstep: Class 43 contains 7241 members 
Mstep: Class 44 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385312.000000 Penalty: 27671.500000
Iteration 139Q: 44 clusters Score -5.038531e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 1807 members 
Mstep: Class 3 contains 2711 members 
Mstep: Class 4 contains 1449 members 
Mstep: Class 5 contains 7128 members 
Mstep: Class 6 contains 8128 members 
Mstep: Class 7 contains 10687 members 
Mstep: Class 8 contains 17002 members 
Mstep: Class 9 contains 3692 members 
Mstep: Class 10 contains 2402 members 
Mstep: Class 11 contains 6838 members 
Mstep: Class 12 contains 850 members 
Mstep: Class 13 contains 5701 members 
Mstep: Class 14 contains 10104 members 
Mstep: Class 15 contains 11225 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 3855 members 
Mstep: Class 18 contains 590682 members 
Mstep: Class 19 contains 6600 members 
Mstep: Class 20 contains 2167 members 
Mstep: Class 21 contains 9851 members 
Mstep: Class 22 contains 11946 members 
Mstep: Class 23 contains 936 members 
Mstep: Class 24 contains 1593 members 
Mstep: Class 25 contains 3779 members 
Mstep: Class 26 contains 13362 members 
Mstep: Class 27 contains 564829 members 
Mstep: Class 28 contains 2792 members 
Mstep: Class 29 contains 21624 members 
Mstep: Class 30 contains 6196 members 
Mstep: Class 31 contains 6254 members 
Mstep: Class 32 contains 1652 members 
Mstep: Class 33 contains 2746 members 
Mstep: Class 34 contains 711 members 
Mstep: Class 35 contains 1942 members 
Mstep: Class 36 contains 1864 members 
Mstep: Class 37 contains 4050 members 
Mstep: Class 38 contains 1347 members 
Mstep: Class 39 contains 1187 members 
Mstep: Class 40 contains 11803 members 
Mstep: Class 41 contains 12268 members 
Mstep: Class 42 contains 3747 members 
Mstep: Class 43 contains 7243 members 
Mstep: Class 44 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385388.000000 Penalty: 27671.500000
Iteration 140F: 44 clusters Score -5.038539e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 1808 members 
Mstep: Class 3 contains 2712 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 7126 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 16980 members 
Mstep: Class 9 contains 3688 members 
Mstep: Class 10 contains 2412 members 
Mstep: Class 11 contains 6842 members 
Mstep: Class 12 contains 852 members 
Mstep: Class 13 contains 5700 members 
Mstep: Class 14 contains 10103 members 
Mstep: Class 15 contains 11237 members 
Mstep: Class 16 contains 875 members 
Mstep: Class 17 contains 3854 members 
Mstep: Class 18 contains 590642 members 
Mstep: Class 19 contains 6592 members 
Mstep: Class 20 contains 2176 members 
Mstep: Class 21 contains 9849 members 
Mstep: Class 22 contains 11954 members 
Mstep: Class 23 contains 939 members 
Mstep: Class 24 contains 1592 members 
Mstep: Class 25 contains 3779 members 
Mstep: Class 26 contains 13367 members 
Mstep: Class 27 contains 564763 members 
Mstep: Class 28 contains 2789 members 
Mstep: Class 29 contains 21621 members 
Mstep: Class 30 contains 6181 members 
Mstep: Class 31 contains 6267 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 711 members 
Mstep: Class 35 contains 1943 members 
Mstep: Class 36 contains 1881 members 
Mstep: Class 37 contains 4050 members 
Mstep: Class 38 contains 1347 members 
Mstep: Class 39 contains 1189 members 
Mstep: Class 40 contains 11800 members 
Mstep: Class 41 contains 12274 members 
Mstep: Class 42 contains 3803 members 
Mstep: Class 43 contains 7244 members 
Mstep: Class 44 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385304.000000 Penalty: 27671.500000
Iteration 141Q: 44 clusters Score -5.03853e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 1808 members 
Mstep: Class 3 contains 2712 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 7124 members 
Mstep: Class 6 contains 8113 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 16967 members 
Mstep: Class 9 contains 3684 members 
Mstep: Class 10 contains 2423 members 
Mstep: Class 11 contains 6840 members 
Mstep: Class 12 contains 853 members 
Mstep: Class 13 contains 5701 members 
Mstep: Class 14 contains 10103 members 
Mstep: Class 15 contains 11245 members 
Mstep: Class 16 contains 875 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 590607 members 
Mstep: Class 19 contains 6587 members 
Mstep: Class 20 contains 2182 members 
Mstep: Class 21 contains 9847 members 
Mstep: Class 22 contains 11957 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 1591 members 
Mstep: Class 25 contains 3780 members 
Mstep: Class 26 contains 13381 members 
Mstep: Class 27 contains 564706 members 
Mstep: Class 28 contains 2787 members 
Mstep: Class 29 contains 21616 members 
Mstep: Class 30 contains 6165 members 
Mstep: Class 31 contains 6276 members 
Mstep: Class 32 contains 1681 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 711 members 
Mstep: Class 35 contains 1943 members 
Mstep: Class 36 contains 1894 members 
Mstep: Class 37 contains 4048 members 
Mstep: Class 38 contains 1347 members 
Mstep: Class 39 contains 1193 members 
Mstep: Class 40 contains 11803 members 
Mstep: Class 41 contains 12281 members 
Mstep: Class 42 contains 3853 members 
Mstep: Class 43 contains 7244 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385376.000000 Penalty: 27671.500000
Iteration 142Q: 44 clusters Score -5.038538e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 1808 members 
Mstep: Class 3 contains 2711 members 
Mstep: Class 4 contains 1483 members 
Mstep: Class 5 contains 7121 members 
Mstep: Class 6 contains 8101 members 
Mstep: Class 7 contains 10683 members 
Mstep: Class 8 contains 16960 members 
Mstep: Class 9 contains 3684 members 
Mstep: Class 10 contains 2429 members 
Mstep: Class 11 contains 6841 members 
Mstep: Class 12 contains 855 members 
Mstep: Class 13 contains 5703 members 
Mstep: Class 14 contains 10103 members 
Mstep: Class 15 contains 11251 members 
Mstep: Class 16 contains 872 members 
Mstep: Class 17 contains 3855 members 
Mstep: Class 18 contains 590578 members 
Mstep: Class 19 contains 6580 members 
Mstep: Class 20 contains 2183 members 
Mstep: Class 21 contains 9844 members 
Mstep: Class 22 contains 11955 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 1589 members 
Mstep: Class 25 contains 3780 members 
Mstep: Class 26 contains 13396 members 
Mstep: Class 27 contains 564657 members 
Mstep: Class 28 contains 2788 members 
Mstep: Class 29 contains 21612 members 
Mstep: Class 30 contains 6147 members 
Mstep: Class 31 contains 6282 members 
Mstep: Class 32 contains 1693 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 711 members 
Mstep: Class 35 contains 1942 members 
Mstep: Class 36 contains 1902 members 
Mstep: Class 37 contains 4047 members 
Mstep: Class 38 contains 1347 members 
Mstep: Class 39 contains 1195 members 
Mstep: Class 40 contains 11807 members 
Mstep: Class 41 contains 12282 members 
Mstep: Class 42 contains 3912 members 
Mstep: Class 43 contains 7254 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385376.000000 Penalty: 27671.500000
Iteration 143Q: 44 clusters Score -5.038538e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 2707 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 5 contains 7115 members 
Mstep: Class 6 contains 8093 members 
Mstep: Class 7 contains 10679 members 
Mstep: Class 8 contains 16962 members 
Mstep: Class 9 contains 3683 members 
Mstep: Class 10 contains 2434 members 
Mstep: Class 11 contains 6840 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 5703 members 
Mstep: Class 14 contains 10101 members 
Mstep: Class 15 contains 11249 members 
Mstep: Class 16 contains 871 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 590537 members 
Mstep: Class 19 contains 6573 members 
Mstep: Class 20 contains 2184 members 
Mstep: Class 21 contains 9845 members 
Mstep: Class 22 contains 11960 members 
Mstep: Class 23 contains 941 members 
Mstep: Class 24 contains 1586 members 
Mstep: Class 25 contains 3781 members 
Mstep: Class 26 contains 13404 members 
Mstep: Class 27 contains 564622 members 
Mstep: Class 28 contains 2788 members 
Mstep: Class 29 contains 21603 members 
Mstep: Class 30 contains 6142 members 
Mstep: Class 31 contains 6291 members 
Mstep: Class 32 contains 1706 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 712 members 
Mstep: Class 35 contains 1945 members 
Mstep: Class 36 contains 1911 members 
Mstep: Class 37 contains 4048 members 
Mstep: Class 38 contains 1347 members 
Mstep: Class 39 contains 1198 members 
Mstep: Class 40 contains 11804 members 
Mstep: Class 41 contains 12275 members 
Mstep: Class 42 contains 3963 members 
Mstep: Class 43 contains 7259 members 
Mstep: Class 44 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385408.000000 Penalty: 27671.500000
Iteration 144Q: 44 clusters Score -5.038541e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 2705 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 7112 members 
Mstep: Class 6 contains 8090 members 
Mstep: Class 7 contains 10679 members 
Mstep: Class 8 contains 16966 members 
Mstep: Class 9 contains 3682 members 
Mstep: Class 10 contains 2438 members 
Mstep: Class 11 contains 6846 members 
Mstep: Class 12 contains 864 members 
Mstep: Class 13 contains 5704 members 
Mstep: Class 14 contains 10099 members 
Mstep: Class 15 contains 11248 members 
Mstep: Class 16 contains 868 members 
Mstep: Class 17 contains 3862 members 
Mstep: Class 18 contains 590496 members 
Mstep: Class 19 contains 6570 members 
Mstep: Class 20 contains 2185 members 
Mstep: Class 21 contains 9841 members 
Mstep: Class 22 contains 11966 members 
Mstep: Class 23 contains 940 members 
Mstep: Class 24 contains 1585 members 
Mstep: Class 25 contains 3781 members 
Mstep: Class 26 contains 13408 members 
Mstep: Class 27 contains 564596 members 
Mstep: Class 28 contains 2790 members 
Mstep: Class 29 contains 21601 members 
Mstep: Class 30 contains 6139 members 
Mstep: Class 31 contains 6299 members 
Mstep: Class 32 contains 1713 members 
Mstep: Class 33 contains 2749 members 
Mstep: Class 34 contains 712 members 
Mstep: Class 35 contains 1947 members 
Mstep: Class 36 contains 1912 members 
Mstep: Class 37 contains 4048 members 
Mstep: Class 38 contains 1346 members 
Mstep: Class 39 contains 1199 members 
Mstep: Class 40 contains 11808 members 
Mstep: Class 41 contains 12263 members 
Mstep: Class 42 contains 3996 members 
Mstep: Class 43 contains 7263 members 
Mstep: Class 44 contains 340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385316.000000 Penalty: 27671.500000
Iteration 145Q: 44 clusters Score -5.038532e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 1805 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 1522 members 
Mstep: Class 5 contains 7110 members 
Mstep: Class 6 contains 8085 members 
Mstep: Class 7 contains 10681 members 
Mstep: Class 8 contains 16960 members 
Mstep: Class 9 contains 3682 members 
Mstep: Class 10 contains 2442 members 
Mstep: Class 11 contains 6855 members 
Mstep: Class 12 contains 871 members 
Mstep: Class 13 contains 5710 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 11251 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 590465 members 
Mstep: Class 19 contains 6569 members 
Mstep: Class 20 contains 2192 members 
Mstep: Class 21 contains 9840 members 
Mstep: Class 22 contains 11968 members 
Mstep: Class 23 contains 941 members 
Mstep: Class 24 contains 1584 members 
Mstep: Class 25 contains 3782 members 
Mstep: Class 26 contains 13407 members 
Mstep: Class 27 contains 564562 members 
Mstep: Class 28 contains 2789 members 
Mstep: Class 29 contains 21597 members 
Mstep: Class 30 contains 6135 members 
Mstep: Class 31 contains 6305 members 
Mstep: Class 32 contains 1716 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 712 members 
Mstep: Class 35 contains 1949 members 
Mstep: Class 36 contains 1914 members 
Mstep: Class 37 contains 4047 members 
Mstep: Class 38 contains 1346 members 
Mstep: Class 39 contains 1199 members 
Mstep: Class 40 contains 11809 members 
Mstep: Class 41 contains 12260 members 
Mstep: Class 42 contains 4028 members 
Mstep: Class 43 contains 7267 members 
Mstep: Class 44 contains 340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385328.000000 Penalty: 27671.500000
Iteration 146Q: 44 clusters Score -5.038533e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 1803 members 
Mstep: Class 3 contains 2703 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 7104 members 
Mstep: Class 6 contains 8080 members 
Mstep: Class 7 contains 10679 members 
Mstep: Class 8 contains 16960 members 
Mstep: Class 9 contains 3680 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 6859 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 13 contains 5718 members 
Mstep: Class 14 contains 10093 members 
Mstep: Class 15 contains 11255 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 590439 members 
Mstep: Class 19 contains 6567 members 
Mstep: Class 20 contains 2198 members 
Mstep: Class 21 contains 9840 members 
Mstep: Class 22 contains 11971 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 1583 members 
Mstep: Class 25 contains 3782 members 
Mstep: Class 26 contains 13419 members 
Mstep: Class 27 contains 564518 members 
Mstep: Class 28 contains 2788 members 
Mstep: Class 29 contains 21595 members 
Mstep: Class 30 contains 6128 members 
Mstep: Class 31 contains 6314 members 
Mstep: Class 32 contains 1720 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 713 members 
Mstep: Class 35 contains 1951 members 
Mstep: Class 36 contains 1914 members 
Mstep: Class 37 contains 4047 members 
Mstep: Class 38 contains 1346 members 
Mstep: Class 39 contains 1199 members 
Mstep: Class 40 contains 11812 members 
Mstep: Class 41 contains 12266 members 
Mstep: Class 42 contains 4051 members 
Mstep: Class 43 contains 7270 members 
Mstep: Class 44 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385348.000000 Penalty: 27671.500000
Iteration 147Q: 44 clusters Score -5.038535e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 1802 members 
Mstep: Class 3 contains 2704 members 
Mstep: Class 4 contains 1530 members 
Mstep: Class 5 contains 7101 members 
Mstep: Class 6 contains 8074 members 
Mstep: Class 7 contains 10676 members 
Mstep: Class 8 contains 16967 members 
Mstep: Class 9 contains 3678 members 
Mstep: Class 10 contains 2452 members 
Mstep: Class 11 contains 6861 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 5718 members 
Mstep: Class 14 contains 10090 members 
Mstep: Class 15 contains 11257 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 3862 members 
Mstep: Class 18 contains 590421 members 
Mstep: Class 19 contains 6565 members 
Mstep: Class 20 contains 2205 members 
Mstep: Class 21 contains 9844 members 
Mstep: Class 22 contains 11973 members 
Mstep: Class 23 contains 946 members 
Mstep: Class 24 contains 1581 members 
Mstep: Class 25 contains 3784 members 
Mstep: Class 26 contains 13423 members 
Mstep: Class 27 contains 564485 members 
Mstep: Class 28 contains 2788 members 
Mstep: Class 29 contains 21586 members 
Mstep: Class 30 contains 6121 members 
Mstep: Class 31 contains 6322 members 
Mstep: Class 32 contains 1722 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 714 members 
Mstep: Class 35 contains 1951 members 
Mstep: Class 36 contains 1912 members 
Mstep: Class 37 contains 4047 members 
Mstep: Class 38 contains 1346 members 
Mstep: Class 39 contains 1199 members 
Mstep: Class 40 contains 11816 members 
Mstep: Class 41 contains 12268 members 
Mstep: Class 42 contains 4071 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385360.000000 Penalty: 27671.500000
Iteration 148Q: 44 clusters Score -5.038536e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 1800 members 
Mstep: Class 3 contains 2704 members 
Mstep: Class 4 contains 1547 members 
Mstep: Class 5 contains 7102 members 
Mstep: Class 6 contains 8071 members 
Mstep: Class 7 contains 10672 members 
Mstep: Class 8 contains 16962 members 
Mstep: Class 9 contains 3678 members 
Mstep: Class 10 contains 2455 members 
Mstep: Class 11 contains 6865 members 
Mstep: Class 12 contains 896 members 
Mstep: Class 13 contains 5718 members 
Mstep: Class 14 contains 10087 members 
Mstep: Class 15 contains 11253 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 3864 members 
Mstep: Class 18 contains 590403 members 
Mstep: Class 19 contains 6563 members 
Mstep: Class 20 contains 2209 members 
Mstep: Class 21 contains 9841 members 
Mstep: Class 22 contains 11972 members 
Mstep: Class 23 contains 946 members 
Mstep: Class 24 contains 1581 members 
Mstep: Class 25 contains 3784 members 
Mstep: Class 26 contains 13421 members 
Mstep: Class 27 contains 564462 members 
Mstep: Class 28 contains 2787 members 
Mstep: Class 29 contains 21587 members 
Mstep: Class 30 contains 6118 members 
Mstep: Class 31 contains 6332 members 
Mstep: Class 32 contains 1722 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 714 members 
Mstep: Class 35 contains 1951 members 
Mstep: Class 36 contains 1910 members 
Mstep: Class 37 contains 4048 members 
Mstep: Class 38 contains 1346 members 
Mstep: Class 39 contains 1201 members 
Mstep: Class 40 contains 11816 members 
Mstep: Class 41 contains 12267 members 
Mstep: Class 42 contains 4091 members 
Mstep: Class 43 contains 7272 members 
Mstep: Class 44 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385384.000000 Penalty: 27671.500000
Iteration 149Q: 44 clusters Score -5.038538e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 1803 members 
Mstep: Class 3 contains 2704 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 7104 members 
Mstep: Class 6 contains 8069 members 
Mstep: Class 7 contains 10666 members 
Mstep: Class 8 contains 16963 members 
Mstep: Class 9 contains 3677 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 6874 members 
Mstep: Class 12 contains 904 members 
Mstep: Class 13 contains 5716 members 
Mstep: Class 14 contains 10083 members 
Mstep: Class 15 contains 11250 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 590382 members 
Mstep: Class 19 contains 6557 members 
Mstep: Class 20 contains 2213 members 
Mstep: Class 21 contains 9839 members 
Mstep: Class 22 contains 11976 members 
Mstep: Class 23 contains 947 members 
Mstep: Class 24 contains 1581 members 
Mstep: Class 25 contains 3784 members 
Mstep: Class 26 contains 13417 members 
Mstep: Class 27 contains 564436 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 21588 members 
Mstep: Class 30 contains 6116 members 
Mstep: Class 31 contains 6341 members 
Mstep: Class 32 contains 1720 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 714 members 
Mstep: Class 35 contains 1951 members 
Mstep: Class 36 contains 1909 members 
Mstep: Class 37 contains 4049 members 
Mstep: Class 38 contains 1346 members 
Mstep: Class 39 contains 1203 members 
Mstep: Class 40 contains 11816 members 
Mstep: Class 41 contains 12268 members 
Mstep: Class 42 contains 4114 members 
Mstep: Class 43 contains 7272 members 
Mstep: Class 44 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385416.000000 Penalty: 27671.500000
Iteration 150Q: 44 clusters Score -5.038542e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 1806 members 
Mstep: Class 3 contains 2705 members 
Mstep: Class 4 contains 1574 members 
Mstep: Class 5 contains 7107 members 
Mstep: Class 6 contains 8069 members 
Mstep: Class 7 contains 10660 members 
Mstep: Class 8 contains 16960 members 
Mstep: Class 9 contains 3676 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 6877 members 
Mstep: Class 12 contains 907 members 
Mstep: Class 13 contains 5717 members 
Mstep: Class 14 contains 10082 members 
Mstep: Class 15 contains 11248 members 
Mstep: Class 16 contains 863 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 590363 members 
Mstep: Class 19 contains 6557 members 
Mstep: Class 20 contains 2221 members 
Mstep: Class 21 contains 9837 members 
Mstep: Class 22 contains 11979 members 
Mstep: Class 23 contains 949 members 
Mstep: Class 24 contains 1580 members 
Mstep: Class 25 contains 3784 members 
Mstep: Class 26 contains 13417 members 
Mstep: Class 27 contains 564405 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 21589 members 
Mstep: Class 30 contains 6112 members 
Mstep: Class 31 contains 6346 members 
Mstep: Class 32 contains 1726 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 714 members 
Mstep: Class 35 contains 1949 members 
Mstep: Class 36 contains 1906 members 
Mstep: Class 37 contains 4050 members 
Mstep: Class 38 contains 1345 members 
Mstep: Class 39 contains 1203 members 
Mstep: Class 40 contains 11818 members 
Mstep: Class 41 contains 12268 members 
Mstep: Class 42 contains 4128 members 
Mstep: Class 43 contains 7276 members 
Mstep: Class 44 contains 340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385428.000000 Penalty: 27671.500000
Iteration 151Q: 44 clusters Score -5.038543e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 1808 members 
Mstep: Class 3 contains 2704 members 
Mstep: Class 4 contains 1585 members 
Mstep: Class 5 contains 7109 members 
Mstep: Class 6 contains 8069 members 
Mstep: Class 7 contains 10655 members 
Mstep: Class 8 contains 16957 members 
Mstep: Class 9 contains 3676 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 6882 members 
Mstep: Class 12 contains 910 members 
Mstep: Class 13 contains 5719 members 
Mstep: Class 14 contains 10081 members 
Mstep: Class 15 contains 11251 members 
Mstep: Class 16 contains 864 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 590334 members 
Mstep: Class 19 contains 6558 members 
Mstep: Class 20 contains 2232 members 
Mstep: Class 21 contains 9838 members 
Mstep: Class 22 contains 11981 members 
Mstep: Class 23 contains 951 members 
Mstep: Class 24 contains 1577 members 
Mstep: Class 25 contains 3784 members 
Mstep: Class 26 contains 13411 members 
Mstep: Class 27 contains 564389 members 
Mstep: Class 28 contains 2786 members 
Mstep: Class 29 contains 21589 members 
Mstep: Class 30 contains 6111 members 
Mstep: Class 31 contains 6351 members 
Mstep: Class 32 contains 1729 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 714 members 
Mstep: Class 35 contains 1950 members 
Mstep: Class 36 contains 1900 members 
Mstep: Class 37 contains 4051 members 
Mstep: Class 38 contains 1345 members 
Mstep: Class 39 contains 1204 members 
Mstep: Class 40 contains 11817 members 
Mstep: Class 41 contains 12266 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 7280 members 
Mstep: Class 44 contains 340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385432.000000 Penalty: 27671.500000
Iteration 152Q: 44 clusters Score -5.038543e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 2703 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 7110 members 
Mstep: Class 6 contains 8069 members 
Mstep: Class 7 contains 10655 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 3676 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 6886 members 
Mstep: Class 12 contains 917 members 
Mstep: Class 13 contains 5723 members 
Mstep: Class 14 contains 10077 members 
Mstep: Class 15 contains 11253 members 
Mstep: Class 16 contains 864 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 590313 members 
Mstep: Class 19 contains 6560 members 
Mstep: Class 20 contains 2242 members 
Mstep: Class 21 contains 9835 members 
Mstep: Class 22 contains 11982 members 
Mstep: Class 23 contains 952 members 
Mstep: Class 24 contains 1576 members 
Mstep: Class 25 contains 3784 members 
Mstep: Class 26 contains 13408 members 
Mstep: Class 27 contains 564376 members 
Mstep: Class 28 contains 2785 members 
Mstep: Class 29 contains 21585 members 
Mstep: Class 30 contains 6110 members 
Mstep: Class 31 contains 6355 members 
Mstep: Class 32 contains 1732 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 714 members 
Mstep: Class 35 contains 1949 members 
Mstep: Class 36 contains 1896 members 
Mstep: Class 37 contains 4052 members 
Mstep: Class 38 contains 1345 members 
Mstep: Class 39 contains 1204 members 
Mstep: Class 40 contains 11817 members 
Mstep: Class 41 contains 12270 members 
Mstep: Class 42 contains 4144 members 
Mstep: Class 43 contains 7281 members 
Mstep: Class 44 contains 340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385476.000000 Penalty: 27671.500000
Iteration 153Q: 44 clusters Score -5.038548e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 7110 members 
Mstep: Class 6 contains 8069 members 
Mstep: Class 7 contains 10655 members 
Mstep: Class 8 contains 16950 members 
Mstep: Class 9 contains 3676 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 6887 members 
Mstep: Class 12 contains 921 members 
Mstep: Class 13 contains 5727 members 
Mstep: Class 14 contains 10073 members 
Mstep: Class 15 contains 11246 members 
Mstep: Class 16 contains 864 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 590295 members 
Mstep: Class 19 contains 6560 members 
Mstep: Class 20 contains 2251 members 
Mstep: Class 21 contains 9833 members 
Mstep: Class 22 contains 11984 members 
Mstep: Class 23 contains 952 members 
Mstep: Class 24 contains 1576 members 
Mstep: Class 25 contains 3784 members 
Mstep: Class 26 contains 13404 members 
Mstep: Class 27 contains 564372 members 
Mstep: Class 28 contains 2785 members 
Mstep: Class 29 contains 21577 members 
Mstep: Class 30 contains 6110 members 
Mstep: Class 31 contains 6357 members 
Mstep: Class 32 contains 1736 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 714 members 
Mstep: Class 35 contains 1950 members 
Mstep: Class 36 contains 1896 members 
Mstep: Class 37 contains 4052 members 
Mstep: Class 38 contains 1344 members 
Mstep: Class 39 contains 1204 members 
Mstep: Class 40 contains 11820 members 
Mstep: Class 41 contains 12272 members 
Mstep: Class 42 contains 4146 members 
Mstep: Class 43 contains 7282 members 
Mstep: Class 44 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385508.000000 Penalty: 27671.500000
Iteration 154Q: 44 clusters Score -5.038551e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 1623 members 
Mstep: Class 5 contains 7109 members 
Mstep: Class 6 contains 8067 members 
Mstep: Class 7 contains 10656 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 3676 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 6888 members 
Mstep: Class 12 contains 923 members 
Mstep: Class 13 contains 5733 members 
Mstep: Class 14 contains 10073 members 
Mstep: Class 15 contains 11237 members 
Mstep: Class 16 contains 864 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 590285 members 
Mstep: Class 19 contains 6558 members 
Mstep: Class 20 contains 2256 members 
Mstep: Class 21 contains 9833 members 
Mstep: Class 22 contains 11986 members 
Mstep: Class 23 contains 953 members 
Mstep: Class 24 contains 1574 members 
Mstep: Class 25 contains 3784 members 
Mstep: Class 26 contains 13402 members 
Mstep: Class 27 contains 564360 members 
Mstep: Class 28 contains 2784 members 
Mstep: Class 29 contains 21576 members 
Mstep: Class 30 contains 6110 members 
Mstep: Class 31 contains 6357 members 
Mstep: Class 32 contains 1738 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 714 members 
Mstep: Class 35 contains 1950 members 
Mstep: Class 36 contains 1900 members 
Mstep: Class 37 contains 4052 members 
Mstep: Class 38 contains 1344 members 
Mstep: Class 39 contains 1204 members 
Mstep: Class 40 contains 11824 members 
Mstep: Class 41 contains 12273 members 
Mstep: Class 42 contains 4152 members 
Mstep: Class 43 contains 7283 members 
Mstep: Class 44 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385440.000000 Penalty: 27671.500000
Iteration 155Q: 44 clusters Score -5.038544e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 1815 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 1645 members 
Mstep: Class 5 contains 7107 members 
Mstep: Class 6 contains 8065 members 
Mstep: Class 7 contains 10657 members 
Mstep: Class 8 contains 16929 members 
Mstep: Class 9 contains 3676 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 6888 members 
Mstep: Class 12 contains 923 members 
Mstep: Class 13 contains 5737 members 
Mstep: Class 14 contains 10073 members 
Mstep: Class 15 contains 11234 members 
Mstep: Class 16 contains 864 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 590267 members 
Mstep: Class 19 contains 6557 members 
Mstep: Class 20 contains 2261 members 
Mstep: Class 21 contains 9833 members 
Mstep: Class 22 contains 11987 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 3784 members 
Mstep: Class 26 contains 13405 members 
Mstep: Class 27 contains 564347 members 
Mstep: Class 28 contains 2784 members 
Mstep: Class 29 contains 21573 members 
Mstep: Class 30 contains 6109 members 
Mstep: Class 31 contains 6360 members 
Mstep: Class 32 contains 1740 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 1950 members 
Mstep: Class 36 contains 1905 members 
Mstep: Class 37 contains 4052 members 
Mstep: Class 38 contains 1344 members 
Mstep: Class 39 contains 1204 members 
Mstep: Class 40 contains 11824 members 
Mstep: Class 41 contains 12275 members 
Mstep: Class 42 contains 4158 members 
Mstep: Class 43 contains 7282 members 
Mstep: Class 44 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385396.000000 Penalty: 27671.500000
Iteration 156Q: 44 clusters Score -5.03854e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 1815 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 1671 members 
Mstep: Class 5 contains 7106 members 
Mstep: Class 6 contains 8064 members 
Mstep: Class 7 contains 10657 members 
Mstep: Class 8 contains 16918 members 
Mstep: Class 9 contains 3676 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 6889 members 
Mstep: Class 12 contains 923 members 
Mstep: Class 13 contains 5741 members 
Mstep: Class 14 contains 10073 members 
Mstep: Class 15 contains 11225 members 
Mstep: Class 16 contains 864 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 590251 members 
Mstep: Class 19 contains 6556 members 
Mstep: Class 20 contains 2264 members 
Mstep: Class 21 contains 9833 members 
Mstep: Class 22 contains 11987 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1571 members 
Mstep: Class 25 contains 3784 members 
Mstep: Class 26 contains 13403 members 
Mstep: Class 27 contains 564338 members 
Mstep: Class 28 contains 2785 members 
Mstep: Class 29 contains 21571 members 
Mstep: Class 30 contains 6109 members 
Mstep: Class 31 contains 6363 members 
Mstep: Class 32 contains 1742 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 1950 members 
Mstep: Class 36 contains 1910 members 
Mstep: Class 37 contains 4052 members 
Mstep: Class 38 contains 1345 members 
Mstep: Class 39 contains 1205 members 
Mstep: Class 40 contains 11822 members 
Mstep: Class 41 contains 12279 members 
Mstep: Class 42 contains 4158 members 
Mstep: Class 43 contains 7284 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385372.000000 Penalty: 27671.500000
Iteration 157Q: 44 clusters Score -5.038537e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 1817 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 1699 members 
Mstep: Class 5 contains 7104 members 
Mstep: Class 6 contains 8061 members 
Mstep: Class 7 contains 10656 members 
Mstep: Class 8 contains 16906 members 
Mstep: Class 9 contains 3676 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 6889 members 
Mstep: Class 12 contains 923 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 10074 members 
Mstep: Class 15 contains 11210 members 
Mstep: Class 16 contains 864 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 590249 members 
Mstep: Class 19 contains 6553 members 
Mstep: Class 20 contains 2269 members 
Mstep: Class 21 contains 9832 members 
Mstep: Class 22 contains 11986 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1570 members 
Mstep: Class 25 contains 3784 members 
Mstep: Class 26 contains 13402 members 
Mstep: Class 27 contains 564334 members 
Mstep: Class 28 contains 2787 members 
Mstep: Class 29 contains 21571 members 
Mstep: Class 30 contains 6109 members 
Mstep: Class 31 contains 6362 members 
Mstep: Class 32 contains 1743 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 1950 members 
Mstep: Class 36 contains 1914 members 
Mstep: Class 37 contains 4052 members 
Mstep: Class 38 contains 1345 members 
Mstep: Class 39 contains 1205 members 
Mstep: Class 40 contains 11823 members 
Mstep: Class 41 contains 12281 members 
Mstep: Class 42 contains 4158 members 
Mstep: Class 43 contains 7285 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385384.000000 Penalty: 27671.500000
Iteration 158Q: 44 clusters Score -5.038538e+07 nChanged 123
Entering ConstructFrom: 
Score: -50385384.000000 Penalty: 27671.500000
Entering ConstructFrom: 
Trying to split cluster 2 (1817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Entering Unmasked Estep 
Score: -65668.203125 Penalty: 341.474854
	Iteration 0F: 2 clusters Score -65668.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -64356.035156 Penalty: 682.949707
	Iteration 0F: 3 clusters Score -64356.04 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -64762.171875 Penalty: 682.949707
	Iteration 1F: 3 clusters Score -64762.17 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -64826.851562 Penalty: 682.949707
	Iteration 2F: 3 clusters Score -64826.85 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -64903.593750 Penalty: 682.949707
	Iteration 3F: 3 clusters Score -64903.59 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -64985.703125 Penalty: 682.949707
	Iteration 4F: 3 clusters Score -64985.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -65085.304688 Penalty: 682.949707
	Iteration 5F: 3 clusters Score -65085.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -65172.988281 Penalty: 682.949707
	Iteration 6F: 3 clusters Score -65172.99 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -65242.109375 Penalty: 682.949707
	Iteration 7F: 3 clusters Score -65242.11 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -65297.738281 Penalty: 682.949707
	Iteration 8Q: 3 clusters Score -65297.74 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -65338.906250 Penalty: 682.949707
	Iteration 9Q: 3 clusters Score -65338.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -65363.671875 Penalty: 682.949707
	Iteration 10Q: 3 clusters Score -65363.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -65383.281250 Penalty: 682.949707
	Iteration 11Q: 3 clusters Score -65383.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -65393.058594 Penalty: 682.949707
	Iteration 12Q: 3 clusters Score -65393.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -65397.945312 Penalty: 682.949707
	Iteration 13Q: 3 clusters Score -65397.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -65400.300781 Penalty: 682.949707
	Iteration 14Q: 3 clusters Score -65400.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -65400.671875 Penalty: 682.949707
	Iteration 15Q: 3 clusters Score -65400.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -65401.613281 Penalty: 682.949707
	Iteration 16Q: 3 clusters Score -65401.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -65403.363281 Penalty: 682.949707
	Iteration 17Q: 3 clusters Score -65403.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -65404.921875 Penalty: 682.949707
	Iteration 18Q: 3 clusters Score -65404.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -65406.636719 Penalty: 682.949707
	Iteration 19Q: 3 clusters Score -65406.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -65407.273438 Penalty: 682.949707
	Iteration 20F: 3 clusters Score -65407.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -65408.289062 Penalty: 682.949707
	Iteration 21Q: 3 clusters Score -65408.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -65408.898438 Penalty: 682.949707
	Iteration 22Q: 3 clusters Score -65408.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -65409.835938 Penalty: 682.949707
	Iteration 23Q: 3 clusters Score -65409.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -65410.910156 Penalty: 682.949707
	Iteration 24Q: 3 clusters Score -65410.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -65411.710938 Penalty: 682.949707
	Iteration 25Q: 3 clusters Score -65411.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -65412.941406 Penalty: 682.949707
	Iteration 26Q: 3 clusters Score -65412.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -65414.343750 Penalty: 682.949707
	Iteration 27Q: 3 clusters Score -65414.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -65416.699219 Penalty: 682.949707
	Iteration 28Q: 3 clusters Score -65416.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -65421.824219 Penalty: 682.949707
	Iteration 29Q: 3 clusters Score -65421.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -65431.167969 Penalty: 682.949707
	Iteration 30Q: 3 clusters Score -65431.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -65446.898438 Penalty: 682.949707
	Iteration 31Q: 3 clusters Score -65446.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -65458.851562 Penalty: 682.949707
	Iteration 32Q: 3 clusters Score -65458.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -65466.968750 Penalty: 682.949707
	Iteration 33Q: 3 clusters Score -65466.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -65471.515625 Penalty: 682.949707
	Iteration 34Q: 3 clusters Score -65471.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -65475.093750 Penalty: 682.949707
	Iteration 35Q: 3 clusters Score -65475.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -65476.476562 Penalty: 682.949707
	Iteration 36Q: 3 clusters Score -65476.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -65477.484375 Penalty: 682.949707
	Iteration 37Q: 3 clusters Score -65477.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -65477.957031 Penalty: 682.949707
	Iteration 38Q: 3 clusters Score -65477.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -65478.019531 Penalty: 682.949707
	Iteration 39Q: 3 clusters Score -65478.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -65478.031250 Penalty: 682.949707
	Iteration 40F: 3 clusters Score -65478.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -65478.101562 Penalty: 682.949707
	Iteration 41Q: 3 clusters Score -65478.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -65478.101562 Penalty: 682.949707
	Iteration 42F: 3 clusters Score -65478.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Entering Unmasked Estep 
Score: -96055.859375 Penalty: 359.529510
	Iteration 0F: 2 clusters Score -96055.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -94174.632812 Penalty: 719.059021
	Iteration 0F: 3 clusters Score -94174.63 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -94808.210938 Penalty: 719.059021
	Iteration 1F: 3 clusters Score -94808.21 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -94896.679688 Penalty: 719.059021
	Iteration 2F: 3 clusters Score -94896.68 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -94969.695312 Penalty: 719.059021
	Iteration 3F: 3 clusters Score -94969.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -95028.687500 Penalty: 719.059021
	Iteration 4F: 3 clusters Score -95028.69 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -95066.070312 Penalty: 719.059021
	Iteration 5Q: 3 clusters Score -95066.07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -95105.695312 Penalty: 719.059021
	Iteration 6Q: 3 clusters Score -95105.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -95163.617188 Penalty: 719.059021
	Iteration 7Q: 3 clusters Score -95163.62 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -95250.054688 Penalty: 719.059021
	Iteration 8Q: 3 clusters Score -95250.05 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -95371.093750 Penalty: 719.059021
	Iteration 9F: 3 clusters Score -95371.09 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -95472.914062 Penalty: 719.059021
	Iteration 10Q: 3 clusters Score -95472.91 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -95539.617188 Penalty: 719.059021
	Iteration 11Q: 3 clusters Score -95539.62 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -95570.187500 Penalty: 719.059021
	Iteration 12Q: 3 clusters Score -95570.19 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -95596.531250 Penalty: 719.059021
	Iteration 13Q: 3 clusters Score -95596.53 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -95631.054688 Penalty: 719.059021
	Iteration 14Q: 3 clusters Score -95631.05 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -95663.898438 Penalty: 719.059021
	Iteration 15Q: 3 clusters Score -95663.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -95696.921875 Penalty: 719.059021
	Iteration 16Q: 3 clusters Score -95696.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -95722.828125 Penalty: 719.059021
	Iteration 17Q: 3 clusters Score -95722.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -95738.273438 Penalty: 719.059021
	Iteration 18Q: 3 clusters Score -95738.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -95746.085938 Penalty: 719.059021
	Iteration 19Q: 3 clusters Score -95746.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -95752.046875 Penalty: 719.059021
	Iteration 20F: 3 clusters Score -95752.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -95754.578125 Penalty: 719.059021
	Iteration 21Q: 3 clusters Score -95754.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -95758.335938 Penalty: 719.059021
	Iteration 22Q: 3 clusters Score -95758.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -95761.640625 Penalty: 719.059021
	Iteration 23Q: 3 clusters Score -95761.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -95762.929688 Penalty: 719.059021
	Iteration 24Q: 3 clusters Score -95762.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -95764.078125 Penalty: 719.059021
	Iteration 25Q: 3 clusters Score -95764.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -95765.648438 Penalty: 719.059021
	Iteration 26Q: 3 clusters Score -95765.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -95767.976562 Penalty: 719.059021
	Iteration 27Q: 3 clusters Score -95767.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -95768.343750 Penalty: 719.059021
	Iteration 28Q: 3 clusters Score -95768.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -95769.343750 Penalty: 719.059021
	Iteration 29Q: 3 clusters Score -95769.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -95769.648438 Penalty: 719.059021
	Iteration 30Q: 3 clusters Score -95769.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -95772.265625 Penalty: 719.059021
	Iteration 31Q: 3 clusters Score -95772.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -95773.664062 Penalty: 719.059021
	Iteration 32Q: 3 clusters Score -95773.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -95774.679688 Penalty: 719.059021
	Iteration 33Q: 3 clusters Score -95774.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -95776.804688 Penalty: 719.059021
	Iteration 34Q: 3 clusters Score -95776.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -95777.281250 Penalty: 719.059021
	Iteration 35Q: 3 clusters Score -95777.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -95777.281250 Penalty: 719.059021
	Iteration 36F: 3 clusters Score -95777.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -66508.226562 Penalty: 338.978607
	Iteration 0F: 2 clusters Score -66508.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -65251.171875 Penalty: 677.957214
	Iteration 0F: 3 clusters Score -65251.17 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -65737.992188 Penalty: 677.957214
	Iteration 1F: 3 clusters Score -65737.99 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -65828.617188 Penalty: 677.957214
	Iteration 2F: 3 clusters Score -65828.62 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -65899.429688 Penalty: 677.957214
	Iteration 3F: 3 clusters Score -65899.43 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -65958.648438 Penalty: 677.957214
	Iteration 4Q: 3 clusters Score -65958.65 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -66007.054688 Penalty: 677.957214
	Iteration 5Q: 3 clusters Score -66007.05 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -66051.484375 Penalty: 677.957214
	Iteration 6Q: 3 clusters Score -66051.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -66084.687500 Penalty: 677.957214
	Iteration 7Q: 3 clusters Score -66084.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -66112.640625 Penalty: 677.957214
	Iteration 8Q: 3 clusters Score -66112.64 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66133.898438 Penalty: 677.957214
	Iteration 9Q: 3 clusters Score -66133.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66146.117188 Penalty: 677.957214
	Iteration 10Q: 3 clusters Score -66146.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -66150.125000 Penalty: 677.957214
	Iteration 11Q: 3 clusters Score -66150.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66155.257812 Penalty: 677.957214
	Iteration 12Q: 3 clusters Score -66155.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66162.554688 Penalty: 677.957214
	Iteration 13Q: 3 clusters Score -66162.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66166.187500 Penalty: 677.957214
	Iteration 14Q: 3 clusters Score -66166.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66169.617188 Penalty: 677.957214
	Iteration 15Q: 3 clusters Score -66169.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -66173.648438 Penalty: 677.957214
	Iteration 16Q: 3 clusters Score -66173.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66178.382812 Penalty: 677.957214
	Iteration 17Q: 3 clusters Score -66178.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66182.179688 Penalty: 677.957214
	Iteration 18Q: 3 clusters Score -66182.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66186.828125 Penalty: 677.957214
	Iteration 19Q: 3 clusters Score -66186.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66192.789062 Penalty: 677.957214
	Iteration 20F: 3 clusters Score -66192.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -66195.695312 Penalty: 677.957214
	Iteration 21Q: 3 clusters Score -66195.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -66197.351562 Penalty: 677.957214
	Iteration 22Q: 3 clusters Score -66197.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -66198.445312 Penalty: 677.957214
	Iteration 23Q: 3 clusters Score -66198.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -66200.195312 Penalty: 677.957214
	Iteration 24Q: 3 clusters Score -66200.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -66201.328125 Penalty: 677.957214
	Iteration 25Q: 3 clusters Score -66201.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -66202.406250 Penalty: 677.957214
	Iteration 26Q: 3 clusters Score -66202.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -66202.968750 Penalty: 677.957214
	Iteration 27Q: 3 clusters Score -66202.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -66202.968750 Penalty: 677.957214
	Iteration 28F: 3 clusters Score -66202.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Entering Unmasked Estep 
Score: -256256.437500 Penalty: 403.506409
	Iteration 0F: 2 clusters Score -256256.4 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 3511 members 
Entering Unmasked Estep 
Score: -251550.968750 Penalty: 807.012817
	Iteration 0F: 3 clusters Score -251551 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -253301.671875 Penalty: 807.012817
	Iteration 1F: 3 clusters Score -253301.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -253467.125000 Penalty: 807.012817
	Iteration 2F: 3 clusters Score -253467.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -253649.046875 Penalty: 807.012817
	Iteration 3F: 3 clusters Score -253649 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -253860.359375 Penalty: 807.012817
	Iteration 4F: 3 clusters Score -253860.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -254133.609375 Penalty: 807.012817
	Iteration 5F: 3 clusters Score -254133.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -254549.750000 Penalty: 807.012817
	Iteration 6F: 3 clusters Score -254549.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -255026.218750 Penalty: 807.012817
	Iteration 7F: 3 clusters Score -255026.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -255422.750000 Penalty: 807.012817
	Iteration 8F: 3 clusters Score -255422.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -255660.921875 Penalty: 807.012817
	Iteration 9Q: 3 clusters Score -255660.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -255786.875000 Penalty: 807.012817
	Iteration 10Q: 3 clusters Score -255786.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -255847.421875 Penalty: 807.012817
	Iteration 11Q: 3 clusters Score -255847.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -255872.593750 Penalty: 807.012817
	Iteration 12Q: 3 clusters Score -255872.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -255882.312500 Penalty: 807.012817
	Iteration 13Q: 3 clusters Score -255882.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -255887.765625 Penalty: 807.012817
	Iteration 14Q: 3 clusters Score -255887.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -255892.937500 Penalty: 807.012817
	Iteration 15Q: 3 clusters Score -255892.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -255897.359375 Penalty: 807.012817
	Iteration 16Q: 3 clusters Score -255897.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -255903.546875 Penalty: 807.012817
	Iteration 17Q: 3 clusters Score -255903.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -255906.046875 Penalty: 807.012817
	Iteration 18Q: 3 clusters Score -255906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -255909.531250 Penalty: 807.012817
	Iteration 19Q: 3 clusters Score -255909.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -255909.531250 Penalty: 807.012817
	Iteration 20F: 3 clusters Score -255909.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Entering Unmasked Estep 
Score: -302235.593750 Penalty: 409.257446
	Iteration 0F: 2 clusters Score -302235.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -296852.906250 Penalty: 818.514893
	Iteration 0F: 3 clusters Score -296852.9 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -298984.687500 Penalty: 818.514893
	Iteration 1F: 3 clusters Score -298984.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -299333.656250 Penalty: 818.514893
	Iteration 2F: 3 clusters Score -299333.7 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -299824.843750 Penalty: 818.514893
	Iteration 3F: 3 clusters Score -299824.8 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -300348.781250 Penalty: 818.514893
	Iteration 4F: 3 clusters Score -300348.8 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -300862.375000 Penalty: 818.514893
	Iteration 5F: 3 clusters Score -300862.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -301236.437500 Penalty: 818.514893
	Iteration 6F: 3 clusters Score -301236.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -301511.625000 Penalty: 818.514893
	Iteration 7Q: 3 clusters Score -301511.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -301686.875000 Penalty: 818.514893
	Iteration 8Q: 3 clusters Score -301686.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -301793.500000 Penalty: 818.514893
	Iteration 9Q: 3 clusters Score -301793.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -301872.812500 Penalty: 818.514893
	Iteration 10Q: 3 clusters Score -301872.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -301955.906250 Penalty: 818.514893
	Iteration 11Q: 3 clusters Score -301955.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -302025.375000 Penalty: 818.514893
	Iteration 12Q: 3 clusters Score -302025.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -302101.687500 Penalty: 818.514893
	Iteration 13Q: 3 clusters Score -302101.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -302174.625000 Penalty: 818.514893
	Iteration 14Q: 3 clusters Score -302174.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -302229.468750 Penalty: 818.514893
	Iteration 15Q: 3 clusters Score -302229.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -302262.500000 Penalty: 818.514893
	Iteration 16Q: 3 clusters Score -302262.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -302294.062500 Penalty: 818.514893
	Iteration 17Q: 3 clusters Score -302294.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -302312.281250 Penalty: 818.514893
	Iteration 18Q: 3 clusters Score -302312.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -302322.843750 Penalty: 818.514893
	Iteration 19Q: 3 clusters Score -302322.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -302330.406250 Penalty: 818.514893
	Iteration 20F: 3 clusters Score -302330.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -302336.812500 Penalty: 818.514893
	Iteration 21Q: 3 clusters Score -302336.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -302341.843750 Penalty: 818.514893
	Iteration 22Q: 3 clusters Score -302341.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -302346.187500 Penalty: 818.514893
	Iteration 23Q: 3 clusters Score -302346.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -302350.406250 Penalty: 818.514893
	Iteration 24Q: 3 clusters Score -302350.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -302354.281250 Penalty: 818.514893
	Iteration 25Q: 3 clusters Score -302354.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -302358.437500 Penalty: 818.514893
	Iteration 26Q: 3 clusters Score -302358.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -302363.812500 Penalty: 818.514893
	Iteration 27Q: 3 clusters Score -302363.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -302367.937500 Penalty: 818.514893
	Iteration 28Q: 3 clusters Score -302367.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -302372.750000 Penalty: 818.514893
	Iteration 29Q: 3 clusters Score -302372.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -302375.875000 Penalty: 818.514893
	Iteration 30Q: 3 clusters Score -302375.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -302378.093750 Penalty: 818.514893
	Iteration 31Q: 3 clusters Score -302378.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -302381.187500 Penalty: 818.514893
	Iteration 32Q: 3 clusters Score -302381.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -302384.500000 Penalty: 818.514893
	Iteration 33Q: 3 clusters Score -302384.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -302386.031250 Penalty: 818.514893
	Iteration 34Q: 3 clusters Score -302386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -302388.437500 Penalty: 818.514893
	Iteration 35Q: 3 clusters Score -302388.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -302389.562500 Penalty: 818.514893
	Iteration 36Q: 3 clusters Score -302389.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -302390.250000 Penalty: 818.514893
	Iteration 37Q: 3 clusters Score -302390.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -302390.687500 Penalty: 818.514893
	Iteration 38Q: 3 clusters Score -302390.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -302391.218750 Penalty: 818.514893
	Iteration 39Q: 3 clusters Score -302391.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -302392.593750 Penalty: 818.514893
	Iteration 40F: 3 clusters Score -302392.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -302393.031250 Penalty: 818.514893
	Iteration 41Q: 3 clusters Score -302393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -302393.906250 Penalty: 818.514893
	Iteration 42Q: 3 clusters Score -302393.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -302395.156250 Penalty: 818.514893
	Iteration 43Q: 3 clusters Score -302395.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -302396.437500 Penalty: 818.514893
	Iteration 44Q: 3 clusters Score -302396.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -302396.218750 Penalty: 818.514893
	Iteration 45Q: 3 clusters Score -302396.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -302396.656250 Penalty: 818.514893
	Iteration 46Q: 3 clusters Score -302396.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -302396.250000 Penalty: 818.514893
	Iteration 47Q: 3 clusters Score -302396.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -302396.250000 Penalty: 818.514893
	Iteration 48Q: 3 clusters Score -302396.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -302396.250000 Penalty: 818.514893
	Iteration 49F: 3 clusters Score -302396.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1817 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 7103 members 
Mstep: Class 6 contains 919 members 
Mstep: Class 7 contains 10657 members 
Mstep: Class 8 contains 16896 members 
Mstep: Class 9 contains 3676 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 6889 members 
Mstep: Class 12 contains 923 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 10074 members 
Mstep: Class 15 contains 11187 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 590251 members 
Mstep: Class 19 contains 6549 members 
Mstep: Class 20 contains 2272 members 
Mstep: Class 21 contains 9833 members 
Mstep: Class 22 contains 11983 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1569 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 13404 members 
Mstep: Class 27 contains 564327 members 
Mstep: Class 28 contains 2789 members 
Mstep: Class 29 contains 21573 members 
Mstep: Class 30 contains 6109 members 
Mstep: Class 31 contains 6363 members 
Mstep: Class 32 contains 1743 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1950 members 
Mstep: Class 36 contains 1919 members 
Mstep: Class 37 contains 4052 members 
Mstep: Class 38 contains 1346 members 
Mstep: Class 39 contains 1206 members 
Mstep: Class 40 contains 11825 members 
Mstep: Class 41 contains 12279 members 
Mstep: Class 42 contains 4160 members 
Mstep: Class 43 contains 7284 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
Score: -50385288.000000 Penalty: 28315.023438
Splitting cluster 6 changes total score from -50385384.000000 to -50385288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (10657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Entering Unmasked Estep 
Score: -383640.812500 Penalty: 421.965759
	Iteration 0F: 2 clusters Score -383640.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -376516.312500 Penalty: 843.931519
	Iteration 0F: 3 clusters Score -376516.3 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -379369.875000 Penalty: 843.931519
	Iteration 1F: 3 clusters Score -379369.9 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -379752.343750 Penalty: 843.931519
	Iteration 2F: 3 clusters Score -379752.3 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -380253.531250 Penalty: 843.931519
	Iteration 3F: 3 clusters Score -380253.5 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -380749.843750 Penalty: 843.931519
	Iteration 4F: 3 clusters Score -380749.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -381225.125000 Penalty: 843.931519
	Iteration 5F: 3 clusters Score -381225.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -381686.156250 Penalty: 843.931519
	Iteration 6Q: 3 clusters Score -381686.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -382078.500000 Penalty: 843.931519
	Iteration 7Q: 3 clusters Score -382078.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -382331.562500 Penalty: 843.931519
	Iteration 8Q: 3 clusters Score -382331.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -382456.312500 Penalty: 843.931519
	Iteration 9Q: 3 clusters Score -382456.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -382530.937500 Penalty: 843.931519
	Iteration 10Q: 3 clusters Score -382530.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -382592.437500 Penalty: 843.931519
	Iteration 11Q: 3 clusters Score -382592.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -382649.250000 Penalty: 843.931519
	Iteration 12Q: 3 clusters Score -382649.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -382707.250000 Penalty: 843.931519
	Iteration 13Q: 3 clusters Score -382707.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -382753.406250 Penalty: 843.931519
	Iteration 14Q: 3 clusters Score -382753.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -382799.156250 Penalty: 843.931519
	Iteration 15Q: 3 clusters Score -382799.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -382846.593750 Penalty: 843.931519
	Iteration 16Q: 3 clusters Score -382846.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -382889.937500 Penalty: 843.931519
	Iteration 17Q: 3 clusters Score -382889.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -382925.562500 Penalty: 843.931519
	Iteration 18Q: 3 clusters Score -382925.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -382965.093750 Penalty: 843.931519
	Iteration 19Q: 3 clusters Score -382965.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -383012.968750 Penalty: 843.931519
	Iteration 20F: 3 clusters Score -383013 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -383057.375000 Penalty: 843.931519
	Iteration 21Q: 3 clusters Score -383057.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -383093.031250 Penalty: 843.931519
	Iteration 22Q: 3 clusters Score -383093 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -383126.281250 Penalty: 843.931519
	Iteration 23Q: 3 clusters Score -383126.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -383154.125000 Penalty: 843.931519
	Iteration 24Q: 3 clusters Score -383154.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -383177.218750 Penalty: 843.931519
	Iteration 25Q: 3 clusters Score -383177.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -383197.312500 Penalty: 843.931519
	Iteration 26Q: 3 clusters Score -383197.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -383216.156250 Penalty: 843.931519
	Iteration 27Q: 3 clusters Score -383216.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -383231.250000 Penalty: 843.931519
	Iteration 28Q: 3 clusters Score -383231.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -383247.593750 Penalty: 843.931519
	Iteration 29Q: 3 clusters Score -383247.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -383261.062500 Penalty: 843.931519
	Iteration 30Q: 3 clusters Score -383261.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -383266.718750 Penalty: 843.931519
	Iteration 31Q: 3 clusters Score -383266.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -383275.437500 Penalty: 843.931519
	Iteration 32Q: 3 clusters Score -383275.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -383281.500000 Penalty: 843.931519
	Iteration 33Q: 3 clusters Score -383281.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -383286.093750 Penalty: 843.931519
	Iteration 34Q: 3 clusters Score -383286.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -383287.625000 Penalty: 843.931519
	Iteration 35Q: 3 clusters Score -383287.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -383288.906250 Penalty: 843.931519
	Iteration 36Q: 3 clusters Score -383288.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -383289.875000 Penalty: 843.931519
	Iteration 37Q: 3 clusters Score -383289.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -383289.937500 Penalty: 843.931519
	Iteration 38Q: 3 clusters Score -383289.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -383291.062500 Penalty: 843.931519
	Iteration 39Q: 3 clusters Score -383291.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -383291.625000 Penalty: 843.931519
	Iteration 40F: 3 clusters Score -383291.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -383292.281250 Penalty: 843.931519
	Iteration 41Q: 3 clusters Score -383292.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -383292.750000 Penalty: 843.931519
	Iteration 42Q: 3 clusters Score -383292.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -383292.625000 Penalty: 843.931519
	Iteration 43Q: 3 clusters Score -383292.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -383293.343750 Penalty: 843.931519
	Iteration 44Q: 3 clusters Score -383293.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -383293.625000 Penalty: 843.931519
	Iteration 45Q: 3 clusters Score -383293.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -383294.750000 Penalty: 843.931519
	Iteration 46Q: 3 clusters Score -383294.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -383294.750000 Penalty: 843.931519
	Iteration 47Q: 3 clusters Score -383294.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -383295.437500 Penalty: 843.931519
	Iteration 48Q: 3 clusters Score -383295.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -383296.312500 Penalty: 843.931519
	Iteration 49Q: 3 clusters Score -383296.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -383297.218750 Penalty: 843.931519
	Iteration 50Q: 3 clusters Score -383297.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -383297.218750 Penalty: 843.931519
	Iteration 51F: 3 clusters Score -383297.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Entering Unmasked Estep 
Score: -624380.437500 Penalty: 442.934845
	Iteration 0F: 2 clusters Score -624380.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -613093.000000 Penalty: 885.869690
	Iteration 0F: 3 clusters Score -613093 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -618149.062500 Penalty: 885.869690
	Iteration 1F: 3 clusters Score -618149.1 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -618993.750000 Penalty: 885.869690
	Iteration 2F: 3 clusters Score -618993.8 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -620072.250000 Penalty: 885.869690
	Iteration 3F: 3 clusters Score -620072.2 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -621333.125000 Penalty: 885.869690
	Iteration 4F: 3 clusters Score -621333.1 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -622401.500000 Penalty: 885.869690
	Iteration 5F: 3 clusters Score -622401.5 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -623000.562500 Penalty: 885.869690
	Iteration 6Q: 3 clusters Score -623000.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -623336.312500 Penalty: 885.869690
	Iteration 7Q: 3 clusters Score -623336.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -623543.937500 Penalty: 885.869690
	Iteration 8Q: 3 clusters Score -623543.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -623690.312500 Penalty: 885.869690
	Iteration 9Q: 3 clusters Score -623690.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -623806.062500 Penalty: 885.869690
	Iteration 10Q: 3 clusters Score -623806.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -623868.312500 Penalty: 885.869690
	Iteration 11Q: 3 clusters Score -623868.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -623907.687500 Penalty: 885.869690
	Iteration 12Q: 3 clusters Score -623907.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -623931.750000 Penalty: 885.869690
	Iteration 13Q: 3 clusters Score -623931.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -623952.000000 Penalty: 885.869690
	Iteration 14Q: 3 clusters Score -623952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -623963.437500 Penalty: 885.869690
	Iteration 15Q: 3 clusters Score -623963.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -623977.125000 Penalty: 885.869690
	Iteration 16Q: 3 clusters Score -623977.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -623991.625000 Penalty: 885.869690
	Iteration 17Q: 3 clusters Score -623991.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -624002.875000 Penalty: 885.869690
	Iteration 18Q: 3 clusters Score -624002.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -624008.125000 Penalty: 885.869690
	Iteration 19Q: 3 clusters Score -624008.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -624015.937500 Penalty: 885.869690
	Iteration 20F: 3 clusters Score -624015.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -624024.125000 Penalty: 885.869690
	Iteration 21Q: 3 clusters Score -624024.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -624035.000000 Penalty: 885.869690
	Iteration 22Q: 3 clusters Score -624035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -624039.062500 Penalty: 885.869690
	Iteration 23Q: 3 clusters Score -624039.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -624044.187500 Penalty: 885.869690
	Iteration 24Q: 3 clusters Score -624044.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -624048.625000 Penalty: 885.869690
	Iteration 25Q: 3 clusters Score -624048.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -624050.937500 Penalty: 885.869690
	Iteration 26Q: 3 clusters Score -624050.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -624054.875000 Penalty: 885.869690
	Iteration 27Q: 3 clusters Score -624054.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -624058.625000 Penalty: 885.869690
	Iteration 28Q: 3 clusters Score -624058.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -624059.875000 Penalty: 885.869690
	Iteration 29Q: 3 clusters Score -624059.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -624059.562500 Penalty: 885.869690
	Iteration 30Q: 3 clusters Score -624059.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -624059.937500 Penalty: 885.869690
	Iteration 31Q: 3 clusters Score -624059.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -624059.500000 Penalty: 885.869690
	Iteration 32Q: 3 clusters Score -624059.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -624061.062500 Penalty: 885.869690
	Iteration 33Q: 3 clusters Score -624061.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -624061.062500 Penalty: 885.869690
	Iteration 34F: 3 clusters Score -624061.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Entering Unmasked Estep 
Score: -130861.632812 Penalty: 373.535919
	Iteration 0F: 2 clusters Score -130861.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -128344.359375 Penalty: 747.071838
	Iteration 0F: 3 clusters Score -128344.4 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -129207.742188 Penalty: 747.071838
	Iteration 1F: 3 clusters Score -129207.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -129329.906250 Penalty: 747.071838
	Iteration 2F: 3 clusters Score -129329.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -129449.476562 Penalty: 747.071838
	Iteration 3F: 3 clusters Score -129449.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -129573.843750 Penalty: 747.071838
	Iteration 4F: 3 clusters Score -129573.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -129706.382812 Penalty: 747.071838
	Iteration 5F: 3 clusters Score -129706.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -129843.632812 Penalty: 747.071838
	Iteration 6F: 3 clusters Score -129843.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -129942.257812 Penalty: 747.071838
	Iteration 7Q: 3 clusters Score -129942.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -129988.351562 Penalty: 747.071838
	Iteration 8Q: 3 clusters Score -129988.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -130017.015625 Penalty: 747.071838
	Iteration 9Q: 3 clusters Score -130017 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -130038.554688 Penalty: 747.071838
	Iteration 10Q: 3 clusters Score -130038.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -130055.054688 Penalty: 747.071838
	Iteration 11Q: 3 clusters Score -130055.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -130063.437500 Penalty: 747.071838
	Iteration 12Q: 3 clusters Score -130063.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -130073.203125 Penalty: 747.071838
	Iteration 13Q: 3 clusters Score -130073.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -130083.609375 Penalty: 747.071838
	Iteration 14Q: 3 clusters Score -130083.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -130094.757812 Penalty: 747.071838
	Iteration 15Q: 3 clusters Score -130094.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -130101.078125 Penalty: 747.071838
	Iteration 16Q: 3 clusters Score -130101.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -130108.617188 Penalty: 747.071838
	Iteration 17Q: 3 clusters Score -130108.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -130114.976562 Penalty: 747.071838
	Iteration 18Q: 3 clusters Score -130115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -130122.281250 Penalty: 747.071838
	Iteration 19Q: 3 clusters Score -130122.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -130131.375000 Penalty: 747.071838
	Iteration 20F: 3 clusters Score -130131.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -130144.062500 Penalty: 747.071838
	Iteration 21Q: 3 clusters Score -130144.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -130157.617188 Penalty: 747.071838
	Iteration 22Q: 3 clusters Score -130157.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -130172.085938 Penalty: 747.071838
	Iteration 23Q: 3 clusters Score -130172.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -130186.257812 Penalty: 747.071838
	Iteration 24Q: 3 clusters Score -130186.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -130201.250000 Penalty: 747.071838
	Iteration 25Q: 3 clusters Score -130201.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -130222.531250 Penalty: 747.071838
	Iteration 26Q: 3 clusters Score -130222.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -130249.882812 Penalty: 747.071838
	Iteration 27Q: 3 clusters Score -130249.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -130279.296875 Penalty: 747.071838
	Iteration 28Q: 3 clusters Score -130279.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -130312.171875 Penalty: 747.071838
	Iteration 29Q: 3 clusters Score -130312.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -130335.835938 Penalty: 747.071838
	Iteration 30Q: 3 clusters Score -130335.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -130349.523438 Penalty: 747.071838
	Iteration 31Q: 3 clusters Score -130349.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -130357.945312 Penalty: 747.071838
	Iteration 32Q: 3 clusters Score -130357.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -130363.671875 Penalty: 747.071838
	Iteration 33Q: 3 clusters Score -130363.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -130366.695312 Penalty: 747.071838
	Iteration 34Q: 3 clusters Score -130366.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -130368.609375 Penalty: 747.071838
	Iteration 35Q: 3 clusters Score -130368.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -130371.312500 Penalty: 747.071838
	Iteration 36Q: 3 clusters Score -130371.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -130373.640625 Penalty: 747.071838
	Iteration 37Q: 3 clusters Score -130373.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -130375.078125 Penalty: 747.071838
	Iteration 38Q: 3 clusters Score -130375.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -130376.148438 Penalty: 747.071838
	Iteration 39Q: 3 clusters Score -130376.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -130377.265625 Penalty: 747.071838
	Iteration 40F: 3 clusters Score -130377.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -130379.070312 Penalty: 747.071838
	Iteration 41Q: 3 clusters Score -130379.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -130381.242188 Penalty: 747.071838
	Iteration 42Q: 3 clusters Score -130381.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -130381.695312 Penalty: 747.071838
	Iteration 43Q: 3 clusters Score -130381.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -130381.929688 Penalty: 747.071838
	Iteration 44Q: 3 clusters Score -130381.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -130382.429688 Penalty: 747.071838
	Iteration 45Q: 3 clusters Score -130382.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -130382.632812 Penalty: 747.071838
	Iteration 46Q: 3 clusters Score -130382.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -130382.632812 Penalty: 747.071838
	Iteration 47F: 3 clusters Score -130382.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Entering Unmasked Estep 
Score: -89420.726562 Penalty: 355.241699
	Iteration 0F: 2 clusters Score -89420.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -87647.789062 Penalty: 710.483398
	Iteration 0F: 3 clusters Score -87647.79 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -88275.226562 Penalty: 710.483398
	Iteration 1F: 3 clusters Score -88275.23 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -88380.375000 Penalty: 710.483398
	Iteration 2F: 3 clusters Score -88380.38 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -88482.460938 Penalty: 710.483398
	Iteration 3F: 3 clusters Score -88482.46 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -88582.085938 Penalty: 710.483398
	Iteration 4F: 3 clusters Score -88582.09 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -88675.234375 Penalty: 710.483398
	Iteration 5F: 3 clusters Score -88675.23 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -88725.335938 Penalty: 710.483398
	Iteration 6Q: 3 clusters Score -88725.34 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -88775.007812 Penalty: 710.483398
	Iteration 7Q: 3 clusters Score -88775.01 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -88811.906250 Penalty: 710.483398
	Iteration 8Q: 3 clusters Score -88811.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -88836.734375 Penalty: 710.483398
	Iteration 9Q: 3 clusters Score -88836.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -88852.289062 Penalty: 710.483398
	Iteration 10Q: 3 clusters Score -88852.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -88865.296875 Penalty: 710.483398
	Iteration 11Q: 3 clusters Score -88865.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -88876.750000 Penalty: 710.483398
	Iteration 12Q: 3 clusters Score -88876.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -88882.500000 Penalty: 710.483398
	Iteration 13Q: 3 clusters Score -88882.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -88887.835938 Penalty: 710.483398
	Iteration 14Q: 3 clusters Score -88887.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -88890.406250 Penalty: 710.483398
	Iteration 15Q: 3 clusters Score -88890.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -88896.890625 Penalty: 710.483398
	Iteration 16Q: 3 clusters Score -88896.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -88907.859375 Penalty: 710.483398
	Iteration 17Q: 3 clusters Score -88907.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -88924.796875 Penalty: 710.483398
	Iteration 18Q: 3 clusters Score -88924.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -88948.125000 Penalty: 710.483398
	Iteration 19Q: 3 clusters Score -88948.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -88970.578125 Penalty: 710.483398
	Iteration 20F: 3 clusters Score -88970.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -88986.531250 Penalty: 710.483398
	Iteration 21Q: 3 clusters Score -88986.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -89000.304688 Penalty: 710.483398
	Iteration 22Q: 3 clusters Score -89000.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -89013.195312 Penalty: 710.483398
	Iteration 23Q: 3 clusters Score -89013.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -89025.648438 Penalty: 710.483398
	Iteration 24Q: 3 clusters Score -89025.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -89040.640625 Penalty: 710.483398
	Iteration 25Q: 3 clusters Score -89040.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -89051.515625 Penalty: 710.483398
	Iteration 26Q: 3 clusters Score -89051.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -89062.015625 Penalty: 710.483398
	Iteration 27Q: 3 clusters Score -89062.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -89072.062500 Penalty: 710.483398
	Iteration 28Q: 3 clusters Score -89072.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -89080.179688 Penalty: 710.483398
	Iteration 29Q: 3 clusters Score -89080.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -89087.304688 Penalty: 710.483398
	Iteration 30Q: 3 clusters Score -89087.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -89090.343750 Penalty: 710.483398
	Iteration 31Q: 3 clusters Score -89090.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -89091.007812 Penalty: 710.483398
	Iteration 32Q: 3 clusters Score -89091.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -89092.156250 Penalty: 710.483398
	Iteration 33Q: 3 clusters Score -89092.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -89092.609375 Penalty: 710.483398
	Iteration 34Q: 3 clusters Score -89092.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -89093.101562 Penalty: 710.483398
	Iteration 35Q: 3 clusters Score -89093.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -89093.265625 Penalty: 710.483398
	Iteration 36Q: 3 clusters Score -89093.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -89093.687500 Penalty: 710.483398
	Iteration 37Q: 3 clusters Score -89093.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -89093.820312 Penalty: 710.483398
	Iteration 38Q: 3 clusters Score -89093.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -89093.820312 Penalty: 710.483398
	Iteration 39F: 3 clusters Score -89093.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Entering Unmasked Estep 
Score: -251985.421875 Penalty: 402.114471
	Iteration 0F: 2 clusters Score -251985.4 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 3423 members 
Entering Unmasked Estep 
Score: -247325.625000 Penalty: 804.228943
	Iteration 0F: 3 clusters Score -247325.6 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -249151.500000 Penalty: 804.228943
	Iteration 1F: 3 clusters Score -249151.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -249308.984375 Penalty: 804.228943
	Iteration 2F: 3 clusters Score -249309 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -249438.656250 Penalty: 804.228943
	Iteration 3F: 3 clusters Score -249438.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -249593.531250 Penalty: 804.228943
	Iteration 4F: 3 clusters Score -249593.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -249800.203125 Penalty: 804.228943
	Iteration 5F: 3 clusters Score -249800.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -250010.390625 Penalty: 804.228943
	Iteration 6F: 3 clusters Score -250010.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -250266.984375 Penalty: 804.228943
	Iteration 7F: 3 clusters Score -250267 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -250531.609375 Penalty: 804.228943
	Iteration 8Q: 3 clusters Score -250531.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -250761.593750 Penalty: 804.228943
	Iteration 9Q: 3 clusters Score -250761.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -250896.890625 Penalty: 804.228943
	Iteration 10Q: 3 clusters Score -250896.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -250959.546875 Penalty: 804.228943
	Iteration 11Q: 3 clusters Score -250959.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -251004.250000 Penalty: 804.228943
	Iteration 12Q: 3 clusters Score -251004.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -251045.406250 Penalty: 804.228943
	Iteration 13Q: 3 clusters Score -251045.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -251080.718750 Penalty: 804.228943
	Iteration 14Q: 3 clusters Score -251080.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -251125.359375 Penalty: 804.228943
	Iteration 15Q: 3 clusters Score -251125.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -251165.562500 Penalty: 804.228943
	Iteration 16Q: 3 clusters Score -251165.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -251207.921875 Penalty: 804.228943
	Iteration 17Q: 3 clusters Score -251207.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -251241.546875 Penalty: 804.228943
	Iteration 18Q: 3 clusters Score -251241.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -251273.484375 Penalty: 804.228943
	Iteration 19Q: 3 clusters Score -251273.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -251296.781250 Penalty: 804.228943
	Iteration 20F: 3 clusters Score -251296.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -251313.765625 Penalty: 804.228943
	Iteration 21Q: 3 clusters Score -251313.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -251325.687500 Penalty: 804.228943
	Iteration 22Q: 3 clusters Score -251325.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -251336.812500 Penalty: 804.228943
	Iteration 23Q: 3 clusters Score -251336.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -251349.187500 Penalty: 804.228943
	Iteration 24Q: 3 clusters Score -251349.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -251363.031250 Penalty: 804.228943
	Iteration 25Q: 3 clusters Score -251363 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -251378.375000 Penalty: 804.228943
	Iteration 26Q: 3 clusters Score -251378.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -251397.468750 Penalty: 804.228943
	Iteration 27Q: 3 clusters Score -251397.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -251416.750000 Penalty: 804.228943
	Iteration 28Q: 3 clusters Score -251416.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -251437.484375 Penalty: 804.228943
	Iteration 29Q: 3 clusters Score -251437.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -251454.375000 Penalty: 804.228943
	Iteration 30Q: 3 clusters Score -251454.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -251469.640625 Penalty: 804.228943
	Iteration 31Q: 3 clusters Score -251469.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -251487.296875 Penalty: 804.228943
	Iteration 32Q: 3 clusters Score -251487.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -251504.765625 Penalty: 804.228943
	Iteration 33Q: 3 clusters Score -251504.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -251524.625000 Penalty: 804.228943
	Iteration 34Q: 3 clusters Score -251524.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -251545.046875 Penalty: 804.228943
	Iteration 35Q: 3 clusters Score -251545 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -251563.625000 Penalty: 804.228943
	Iteration 36Q: 3 clusters Score -251563.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -251583.875000 Penalty: 804.228943
	Iteration 37Q: 3 clusters Score -251583.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -251608.328125 Penalty: 804.228943
	Iteration 38Q: 3 clusters Score -251608.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -251624.593750 Penalty: 804.228943
	Iteration 39Q: 3 clusters Score -251624.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -251637.515625 Penalty: 804.228943
	Iteration 40F: 3 clusters Score -251637.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -251643.734375 Penalty: 804.228943
	Iteration 41Q: 3 clusters Score -251643.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -251649.015625 Penalty: 804.228943
	Iteration 42Q: 3 clusters Score -251649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -251653.093750 Penalty: 804.228943
	Iteration 43Q: 3 clusters Score -251653.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -251656.437500 Penalty: 804.228943
	Iteration 44Q: 3 clusters Score -251656.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -251660.218750 Penalty: 804.228943
	Iteration 45Q: 3 clusters Score -251660.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -251661.500000 Penalty: 804.228943
	Iteration 46Q: 3 clusters Score -251661.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -251661.218750 Penalty: 804.228943
	Iteration 47Q: 3 clusters Score -251661.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -251661.218750 Penalty: 804.228943
	Iteration 48F: 3 clusters Score -251661.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Entering Unmasked Estep 
Score: -32001.990234 Penalty: 310.657135
	Iteration 0F: 2 clusters Score -32001.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -31240.347656 Penalty: 621.314270
	Iteration 0F: 3 clusters Score -31240.35 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -31521.136719 Penalty: 621.314270
	Iteration 1F: 3 clusters Score -31521.14 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -31600.503906 Penalty: 621.314270
	Iteration 2F: 3 clusters Score -31600.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -31636.429688 Penalty: 621.314270
	Iteration 3F: 3 clusters Score -31636.43 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -31677.988281 Penalty: 621.314270
	Iteration 4Q: 3 clusters Score -31677.99 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -31711.794922 Penalty: 621.314270
	Iteration 5F: 3 clusters Score -31711.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -31724.615234 Penalty: 621.314270
	Iteration 6Q: 3 clusters Score -31724.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -31733.027344 Penalty: 621.314270
	Iteration 7Q: 3 clusters Score -31733.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -31739.007812 Penalty: 621.314270
	Iteration 8Q: 3 clusters Score -31739.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -31745.998047 Penalty: 621.314270
	Iteration 9Q: 3 clusters Score -31746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -31750.742188 Penalty: 621.314270
	Iteration 10Q: 3 clusters Score -31750.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -31757.808594 Penalty: 621.314270
	Iteration 11Q: 3 clusters Score -31757.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -31762.646484 Penalty: 621.314270
	Iteration 12Q: 3 clusters Score -31762.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -31767.619141 Penalty: 621.314270
	Iteration 13Q: 3 clusters Score -31767.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -31771.224609 Penalty: 621.314270
	Iteration 14Q: 3 clusters Score -31771.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -31778.384766 Penalty: 621.314270
	Iteration 15Q: 3 clusters Score -31778.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -31783.466797 Penalty: 621.314270
	Iteration 16Q: 3 clusters Score -31783.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -31787.939453 Penalty: 621.314270
	Iteration 17Q: 3 clusters Score -31787.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -31791.400391 Penalty: 621.314270
	Iteration 18Q: 3 clusters Score -31791.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -31792.822266 Penalty: 621.314270
	Iteration 19Q: 3 clusters Score -31792.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -31792.996094 Penalty: 621.314270
	Iteration 20F: 3 clusters Score -31793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Entering Unmasked Estep 
Score: -212822.406250 Penalty: 393.836029
	Iteration 0F: 2 clusters Score -212822.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -208888.265625 Penalty: 787.672058
	Iteration 0F: 3 clusters Score -208888.3 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -210470.906250 Penalty: 787.672058
	Iteration 1F: 3 clusters Score -210470.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -210658.656250 Penalty: 787.672058
	Iteration 2F: 3 clusters Score -210658.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -210890.281250 Penalty: 787.672058
	Iteration 3F: 3 clusters Score -210890.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -211171.812500 Penalty: 787.672058
	Iteration 4F: 3 clusters Score -211171.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -211501.718750 Penalty: 787.672058
	Iteration 5F: 3 clusters Score -211501.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -211850.625000 Penalty: 787.672058
	Iteration 6F: 3 clusters Score -211850.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -212117.015625 Penalty: 787.672058
	Iteration 7Q: 3 clusters Score -212117 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -212237.671875 Penalty: 787.672058
	Iteration 8Q: 3 clusters Score -212237.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -212306.140625 Penalty: 787.672058
	Iteration 9Q: 3 clusters Score -212306.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -212348.078125 Penalty: 787.672058
	Iteration 10Q: 3 clusters Score -212348.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -212373.125000 Penalty: 787.672058
	Iteration 11Q: 3 clusters Score -212373.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -212390.578125 Penalty: 787.672058
	Iteration 12Q: 3 clusters Score -212390.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -212402.312500 Penalty: 787.672058
	Iteration 13Q: 3 clusters Score -212402.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -212410.812500 Penalty: 787.672058
	Iteration 14Q: 3 clusters Score -212410.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -212424.953125 Penalty: 787.672058
	Iteration 15Q: 3 clusters Score -212425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -212439.703125 Penalty: 787.672058
	Iteration 16Q: 3 clusters Score -212439.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -212449.703125 Penalty: 787.672058
	Iteration 17Q: 3 clusters Score -212449.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -212459.015625 Penalty: 787.672058
	Iteration 18Q: 3 clusters Score -212459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -212462.015625 Penalty: 787.672058
	Iteration 19Q: 3 clusters Score -212462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -212467.000000 Penalty: 787.672058
	Iteration 20F: 3 clusters Score -212467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -212473.687500 Penalty: 787.672058
	Iteration 21Q: 3 clusters Score -212473.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -212481.281250 Penalty: 787.672058
	Iteration 22Q: 3 clusters Score -212481.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -212489.437500 Penalty: 787.672058
	Iteration 23Q: 3 clusters Score -212489.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -212493.765625 Penalty: 787.672058
	Iteration 24Q: 3 clusters Score -212493.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -212496.109375 Penalty: 787.672058
	Iteration 25Q: 3 clusters Score -212496.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -212502.109375 Penalty: 787.672058
	Iteration 26Q: 3 clusters Score -212502.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -212503.859375 Penalty: 787.672058
	Iteration 27Q: 3 clusters Score -212503.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -212505.234375 Penalty: 787.672058
	Iteration 28Q: 3 clusters Score -212505.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -212508.062500 Penalty: 787.672058
	Iteration 29Q: 3 clusters Score -212508.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -212511.421875 Penalty: 787.672058
	Iteration 30Q: 3 clusters Score -212511.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -212513.078125 Penalty: 787.672058
	Iteration 31Q: 3 clusters Score -212513.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -212518.843750 Penalty: 787.672058
	Iteration 32Q: 3 clusters Score -212518.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -212521.046875 Penalty: 787.672058
	Iteration 33Q: 3 clusters Score -212521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -212521.000000 Penalty: 787.672058
	Iteration 34Q: 3 clusters Score -212521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -212521.703125 Penalty: 787.672058
	Iteration 35Q: 3 clusters Score -212521.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -212521.703125 Penalty: 787.672058
	Iteration 36F: 3 clusters Score -212521.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Entering Unmasked Estep 
Score: -369800.562500 Penalty: 419.405945
	Iteration 0F: 2 clusters Score -369800.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -363050.125000 Penalty: 838.811890
	Iteration 0F: 3 clusters Score -363050.1 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -365886.562500 Penalty: 838.811890
	Iteration 1F: 3 clusters Score -365886.6 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -366261.718750 Penalty: 838.811890
	Iteration 2F: 3 clusters Score -366261.7 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -366781.937500 Penalty: 838.811890
	Iteration 3F: 3 clusters Score -366781.9 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -367341.375000 Penalty: 838.811890
	Iteration 4F: 3 clusters Score -367341.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -367766.781250 Penalty: 838.811890
	Iteration 5F: 3 clusters Score -367766.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -368036.125000 Penalty: 838.811890
	Iteration 6Q: 3 clusters Score -368036.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -368194.531250 Penalty: 838.811890
	Iteration 7Q: 3 clusters Score -368194.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -368334.750000 Penalty: 838.811890
	Iteration 8Q: 3 clusters Score -368334.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -368461.250000 Penalty: 838.811890
	Iteration 9Q: 3 clusters Score -368461.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -368585.250000 Penalty: 838.811890
	Iteration 10Q: 3 clusters Score -368585.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -368708.250000 Penalty: 838.811890
	Iteration 11Q: 3 clusters Score -368708.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -368835.625000 Penalty: 838.811890
	Iteration 12Q: 3 clusters Score -368835.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -368950.437500 Penalty: 838.811890
	Iteration 13Q: 3 clusters Score -368950.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -369052.718750 Penalty: 838.811890
	Iteration 14Q: 3 clusters Score -369052.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -369163.937500 Penalty: 838.811890
	Iteration 15Q: 3 clusters Score -369163.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -369257.843750 Penalty: 838.811890
	Iteration 16Q: 3 clusters Score -369257.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -369331.500000 Penalty: 838.811890
	Iteration 17Q: 3 clusters Score -369331.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -369374.593750 Penalty: 838.811890
	Iteration 18Q: 3 clusters Score -369374.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -369423.250000 Penalty: 838.811890
	Iteration 19Q: 3 clusters Score -369423.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -369457.093750 Penalty: 838.811890
	Iteration 20F: 3 clusters Score -369457.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -369491.125000 Penalty: 838.811890
	Iteration 21Q: 3 clusters Score -369491.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -369519.718750 Penalty: 838.811890
	Iteration 22Q: 3 clusters Score -369519.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -369557.500000 Penalty: 838.811890
	Iteration 23Q: 3 clusters Score -369557.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -369588.593750 Penalty: 838.811890
	Iteration 24Q: 3 clusters Score -369588.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -369613.750000 Penalty: 838.811890
	Iteration 25Q: 3 clusters Score -369613.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -369626.437500 Penalty: 838.811890
	Iteration 26Q: 3 clusters Score -369626.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -369635.000000 Penalty: 838.811890
	Iteration 27Q: 3 clusters Score -369635 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -369642.281250 Penalty: 838.811890
	Iteration 28Q: 3 clusters Score -369642.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -369646.343750 Penalty: 838.811890
	Iteration 29Q: 3 clusters Score -369646.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -369650.250000 Penalty: 838.811890
	Iteration 30Q: 3 clusters Score -369650.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -369651.125000 Penalty: 838.811890
	Iteration 31Q: 3 clusters Score -369651.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -369652.250000 Penalty: 838.811890
	Iteration 32Q: 3 clusters Score -369652.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -369654.500000 Penalty: 838.811890
	Iteration 33Q: 3 clusters Score -369654.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -369656.062500 Penalty: 838.811890
	Iteration 34Q: 3 clusters Score -369656.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -369656.718750 Penalty: 838.811890
	Iteration 35Q: 3 clusters Score -369656.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -369657.312500 Penalty: 838.811890
	Iteration 36Q: 3 clusters Score -369657.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -369657.656250 Penalty: 838.811890
	Iteration 37Q: 3 clusters Score -369657.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -369658.062500 Penalty: 838.811890
	Iteration 38Q: 3 clusters Score -369658.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -369657.968750 Penalty: 838.811890
	Iteration 39Q: 3 clusters Score -369658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -369657.968750 Penalty: 838.811890
	Iteration 40F: 3 clusters Score -369658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Entering Unmasked Estep 
Score: -409350.812500 Penalty: 424.174103
	Iteration 0F: 2 clusters Score -409350.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -401958.375000 Penalty: 848.348206
	Iteration 0F: 3 clusters Score -401958.4 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -405000.562500 Penalty: 848.348206
	Iteration 1F: 3 clusters Score -405000.6 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -405323.187500 Penalty: 848.348206
	Iteration 2F: 3 clusters Score -405323.2 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -405782.125000 Penalty: 848.348206
	Iteration 3F: 3 clusters Score -405782.1 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -406448.656250 Penalty: 848.348206
	Iteration 4F: 3 clusters Score -406448.7 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -407176.968750 Penalty: 848.348206
	Iteration 5F: 3 clusters Score -407177 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -407656.062500 Penalty: 848.348206
	Iteration 6F: 3 clusters Score -407656.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -407915.781250 Penalty: 848.348206
	Iteration 7Q: 3 clusters Score -407915.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -408082.125000 Penalty: 848.348206
	Iteration 8Q: 3 clusters Score -408082.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -408243.000000 Penalty: 848.348206
	Iteration 9Q: 3 clusters Score -408243 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -408410.687500 Penalty: 848.348206
	Iteration 10Q: 3 clusters Score -408410.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -408565.500000 Penalty: 848.348206
	Iteration 11Q: 3 clusters Score -408565.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -408699.718750 Penalty: 848.348206
	Iteration 12Q: 3 clusters Score -408699.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -408800.312500 Penalty: 848.348206
	Iteration 13Q: 3 clusters Score -408800.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -408855.500000 Penalty: 848.348206
	Iteration 14Q: 3 clusters Score -408855.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -408891.031250 Penalty: 848.348206
	Iteration 15Q: 3 clusters Score -408891 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -408907.281250 Penalty: 848.348206
	Iteration 16Q: 3 clusters Score -408907.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -408915.437500 Penalty: 848.348206
	Iteration 17Q: 3 clusters Score -408915.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -408925.250000 Penalty: 848.348206
	Iteration 18Q: 3 clusters Score -408925.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -408928.593750 Penalty: 848.348206
	Iteration 19Q: 3 clusters Score -408928.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -408932.062500 Penalty: 848.348206
	Iteration 20F: 3 clusters Score -408932.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -408936.500000 Penalty: 848.348206
	Iteration 21Q: 3 clusters Score -408936.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -408939.000000 Penalty: 848.348206
	Iteration 22Q: 3 clusters Score -408939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -408940.468750 Penalty: 848.348206
	Iteration 23Q: 3 clusters Score -408940.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -408941.500000 Penalty: 848.348206
	Iteration 24Q: 3 clusters Score -408941.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -408941.531250 Penalty: 848.348206
	Iteration 25Q: 3 clusters Score -408941.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -408944.093750 Penalty: 848.348206
	Iteration 26Q: 3 clusters Score -408944.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -408945.906250 Penalty: 848.348206
	Iteration 27Q: 3 clusters Score -408945.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -408946.968750 Penalty: 848.348206
	Iteration 28Q: 3 clusters Score -408947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -408948.093750 Penalty: 848.348206
	Iteration 29Q: 3 clusters Score -408948.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -408951.156250 Penalty: 848.348206
	Iteration 30Q: 3 clusters Score -408951.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -408953.593750 Penalty: 848.348206
	Iteration 31Q: 3 clusters Score -408953.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -408956.125000 Penalty: 848.348206
	Iteration 32Q: 3 clusters Score -408956.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -408960.687500 Penalty: 848.348206
	Iteration 33Q: 3 clusters Score -408960.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -408964.906250 Penalty: 848.348206
	Iteration 34Q: 3 clusters Score -408964.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -408971.812500 Penalty: 848.348206
	Iteration 35Q: 3 clusters Score -408971.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -408974.968750 Penalty: 848.348206
	Iteration 36Q: 3 clusters Score -408975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -408978.593750 Penalty: 848.348206
	Iteration 37Q: 3 clusters Score -408978.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -408983.468750 Penalty: 848.348206
	Iteration 38Q: 3 clusters Score -408983.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -408986.218750 Penalty: 848.348206
	Iteration 39Q: 3 clusters Score -408986.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -408988.687500 Penalty: 848.348206
	Iteration 40F: 3 clusters Score -408988.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -408991.812500 Penalty: 848.348206
	Iteration 41Q: 3 clusters Score -408991.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -408994.156250 Penalty: 848.348206
	Iteration 42Q: 3 clusters Score -408994.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -408997.031250 Penalty: 848.348206
	Iteration 43Q: 3 clusters Score -408997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -408997.937500 Penalty: 848.348206
	Iteration 44Q: 3 clusters Score -408997.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -409000.875000 Penalty: 848.348206
	Iteration 45Q: 3 clusters Score -409000.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -409003.500000 Penalty: 848.348206
	Iteration 46Q: 3 clusters Score -409003.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -409007.000000 Penalty: 848.348206
	Iteration 47Q: 3 clusters Score -409007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -409006.062500 Penalty: 848.348206
	Iteration 48Q: 3 clusters Score -409006.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -409006.281250 Penalty: 848.348206
	Iteration 49Q: 3 clusters Score -409006.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -409007.906250 Penalty: 848.348206
	Iteration 50Q: 3 clusters Score -409007.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -409008.781250 Penalty: 848.348206
	Iteration 51Q: 3 clusters Score -409008.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -409008.843750 Penalty: 848.348206
	Iteration 52Q: 3 clusters Score -409008.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -409009.687500 Penalty: 848.348206
	Iteration 53Q: 3 clusters Score -409009.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -409010.031250 Penalty: 848.348206
	Iteration 54Q: 3 clusters Score -409010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -409010.687500 Penalty: 848.348206
	Iteration 55Q: 3 clusters Score -409010.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -409011.406250 Penalty: 848.348206
	Iteration 56Q: 3 clusters Score -409011.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -409011.000000 Penalty: 848.348206
	Iteration 57Q: 3 clusters Score -409011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -409011.250000 Penalty: 848.348206
	Iteration 58Q: 3 clusters Score -409011.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -409012.593750 Penalty: 848.348206
	Iteration 59Q: 3 clusters Score -409012.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -409011.531250 Penalty: 848.348206
	Iteration 60F: 3 clusters Score -409011.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -409011.875000 Penalty: 848.348206
	Iteration 61Q: 3 clusters Score -409011.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -409013.031250 Penalty: 848.348206
	Iteration 62Q: 3 clusters Score -409013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -409013.312500 Penalty: 848.348206
	Iteration 63Q: 3 clusters Score -409013.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -409013.500000 Penalty: 848.348206
	Iteration 64Q: 3 clusters Score -409013.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -409013.375000 Penalty: 848.348206
	Iteration 65Q: 3 clusters Score -409013.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -409013.218750 Penalty: 848.348206
	Iteration 66Q: 3 clusters Score -409013.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -409013.218750 Penalty: 848.348206
	Iteration 67F: 3 clusters Score -409013.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Entering Unmasked Estep 
Score: -30848.103516 Penalty: 307.704193
	Iteration 0F: 2 clusters Score -30848.1 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 418 members 
Entering Unmasked Estep 
Score: -30148.587891 Penalty: 615.408386
	Iteration 0F: 3 clusters Score -30148.59 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -30356.316406 Penalty: 615.408386
	Iteration 1F: 3 clusters Score -30356.32 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -30445.300781 Penalty: 615.408386
	Iteration 2F: 3 clusters Score -30445.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -30513.302734 Penalty: 615.408386
	Iteration 3F: 3 clusters Score -30513.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -30568.181641 Penalty: 615.408386
	Iteration 4F: 3 clusters Score -30568.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -30594.017578 Penalty: 615.408386
	Iteration 5Q: 3 clusters Score -30594.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -30608.757812 Penalty: 615.408386
	Iteration 6Q: 3 clusters Score -30608.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -30616.216797 Penalty: 615.408386
	Iteration 7Q: 3 clusters Score -30616.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -30624.296875 Penalty: 615.408386
	Iteration 8Q: 3 clusters Score -30624.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -30632.421875 Penalty: 615.408386
	Iteration 9Q: 3 clusters Score -30632.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -30635.855469 Penalty: 615.408386
	Iteration 10Q: 3 clusters Score -30635.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -30637.617188 Penalty: 615.408386
	Iteration 11Q: 3 clusters Score -30637.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -30638.652344 Penalty: 615.408386
	Iteration 12Q: 3 clusters Score -30638.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -30638.751953 Penalty: 615.408386
	Iteration 13Q: 3 clusters Score -30638.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -30638.751953 Penalty: 615.408386
	Iteration 14F: 3 clusters Score -30638.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Entering Unmasked Estep 
Score: -144614.515625 Penalty: 375.817108
	Iteration 0F: 2 clusters Score -144614.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -142012.796875 Penalty: 751.634216
	Iteration 0F: 3 clusters Score -142012.8 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -143115.875000 Penalty: 751.634216
	Iteration 1F: 3 clusters Score -143115.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -143225.703125 Penalty: 751.634216
	Iteration 2F: 3 clusters Score -143225.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -143336.906250 Penalty: 751.634216
	Iteration 3Q: 3 clusters Score -143336.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -143454.875000 Penalty: 751.634216
	Iteration 4Q: 3 clusters Score -143454.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -143592.796875 Penalty: 751.634216
	Iteration 5F: 3 clusters Score -143592.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -143711.328125 Penalty: 751.634216
	Iteration 6Q: 3 clusters Score -143711.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -143824.109375 Penalty: 751.634216
	Iteration 7Q: 3 clusters Score -143824.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -143904.171875 Penalty: 751.634216
	Iteration 8Q: 3 clusters Score -143904.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -143952.812500 Penalty: 751.634216
	Iteration 9Q: 3 clusters Score -143952.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -143973.187500 Penalty: 751.634216
	Iteration 10Q: 3 clusters Score -143973.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -143984.046875 Penalty: 751.634216
	Iteration 11Q: 3 clusters Score -143984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -143992.703125 Penalty: 751.634216
	Iteration 12Q: 3 clusters Score -143992.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -143998.640625 Penalty: 751.634216
	Iteration 13Q: 3 clusters Score -143998.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -144002.015625 Penalty: 751.634216
	Iteration 14Q: 3 clusters Score -144002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -144004.109375 Penalty: 751.634216
	Iteration 15Q: 3 clusters Score -144004.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -144005.328125 Penalty: 751.634216
	Iteration 16Q: 3 clusters Score -144005.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -144005.687500 Penalty: 751.634216
	Iteration 17Q: 3 clusters Score -144005.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -144006.609375 Penalty: 751.634216
	Iteration 18Q: 3 clusters Score -144006.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -144007.328125 Penalty: 751.634216
	Iteration 19Q: 3 clusters Score -144007.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -144008.109375 Penalty: 751.634216
	Iteration 20F: 3 clusters Score -144008.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -144009.453125 Penalty: 751.634216
	Iteration 21Q: 3 clusters Score -144009.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -144009.625000 Penalty: 751.634216
	Iteration 22Q: 3 clusters Score -144009.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -144010.156250 Penalty: 751.634216
	Iteration 23Q: 3 clusters Score -144010.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -144010.421875 Penalty: 751.634216
	Iteration 24Q: 3 clusters Score -144010.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -144010.390625 Penalty: 751.634216
	Iteration 25Q: 3 clusters Score -144010.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -144010.390625 Penalty: 751.634216
	Iteration 26Q: 3 clusters Score -144010.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -144010.796875 Penalty: 751.634216
	Iteration 27Q: 3 clusters Score -144010.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -144011.062500 Penalty: 751.634216
	Iteration 28Q: 3 clusters Score -144011.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -144010.968750 Penalty: 751.634216
	Iteration 29Q: 3 clusters Score -144011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -144011.218750 Penalty: 751.634216
	Iteration 30Q: 3 clusters Score -144011.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -144011.578125 Penalty: 751.634216
	Iteration 31Q: 3 clusters Score -144011.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -144011.437500 Penalty: 751.634216
	Iteration 32Q: 3 clusters Score -144011.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -144011.812500 Penalty: 751.634216
	Iteration 33Q: 3 clusters Score -144011.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -144012.218750 Penalty: 751.634216
	Iteration 34Q: 3 clusters Score -144012.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -144012.265625 Penalty: 751.634216
	Iteration 35Q: 3 clusters Score -144012.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -144012.937500 Penalty: 751.634216
	Iteration 36Q: 3 clusters Score -144012.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -144013.609375 Penalty: 751.634216
	Iteration 37Q: 3 clusters Score -144013.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -144013.640625 Penalty: 751.634216
	Iteration 38Q: 3 clusters Score -144013.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -144014.343750 Penalty: 751.634216
	Iteration 39Q: 3 clusters Score -144014.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -144015.250000 Penalty: 751.634216
	Iteration 40F: 3 clusters Score -144015.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -144015.750000 Penalty: 751.634216
	Iteration 41Q: 3 clusters Score -144015.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -144016.343750 Penalty: 751.634216
	Iteration 42Q: 3 clusters Score -144016.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -144016.359375 Penalty: 751.634216
	Iteration 43Q: 3 clusters Score -144016.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -144016.500000 Penalty: 751.634216
	Iteration 44Q: 3 clusters Score -144016.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -144016.390625 Penalty: 751.634216
	Iteration 45Q: 3 clusters Score -144016.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -144016.390625 Penalty: 751.634216
	Iteration 46F: 3 clusters Score -144016.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (590251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590251 members 
Entering Unmasked Estep 
Score: -22363168.000000 Penalty: 604.617798
	Iteration 0F: 2 clusters Score -2.236317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295528 members 
Mstep: Class 2 contains 294723 members 
Entering Unmasked Estep 
Score: -21964414.000000 Penalty: 1209.235596
	Iteration 0F: 3 clusters Score -2.196441e+07 nChanged 292303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337347 members 
Mstep: Class 2 contains 252904 members 
Entering Unmasked Estep 
Score: -22151136.000000 Penalty: 1209.235596
	Iteration 1F: 3 clusters Score -2.215114e+07 nChanged 33373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365904 members 
Mstep: Class 2 contains 224347 members 
Entering Unmasked Estep 
Score: -22166078.000000 Penalty: 1209.235596
	Iteration 2F: 3 clusters Score -2.216608e+07 nChanged 42651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405591 members 
Mstep: Class 2 contains 184660 members 
Entering Unmasked Estep 
Score: -22191586.000000 Penalty: 1209.235596
	Iteration 3F: 3 clusters Score -2.219159e+07 nChanged 50300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454447 members 
Mstep: Class 2 contains 135804 members 
Entering Unmasked Estep 
Score: -22227504.000000 Penalty: 1209.235596
	Iteration 4F: 3 clusters Score -2.22275e+07 nChanged 50612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504507 members 
Mstep: Class 2 contains 85744 members 
Entering Unmasked Estep 
Score: -22268906.000000 Penalty: 1209.235596
	Iteration 5F: 3 clusters Score -2.226891e+07 nChanged 41705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546036 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -22311112.000000 Penalty: 1209.235596
	Iteration 6F: 3 clusters Score -2.231111e+07 nChanged 27656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573672 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -22343594.000000 Penalty: 1209.235596
	Iteration 7Q: 3 clusters Score -2.234359e+07 nChanged 12582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586248 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -22358352.000000 Penalty: 1209.235596
	Iteration 8Q: 3 clusters Score -2.235835e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589445 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -22361898.000000 Penalty: 1209.235596
	Iteration 9Q: 3 clusters Score -2.23619e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590022 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22362450.000000 Penalty: 1209.235596
	Iteration 10Q: 3 clusters Score -2.236245e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590126 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22362566.000000 Penalty: 1209.235596
	Iteration 11Q: 3 clusters Score -2.236257e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590149 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -22362662.000000 Penalty: 1209.235596
	Iteration 12Q: 3 clusters Score -2.236266e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590142 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22362704.000000 Penalty: 1209.235596
	Iteration 13Q: 3 clusters Score -2.23627e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590121 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22362750.000000 Penalty: 1209.235596
	Iteration 14Q: 3 clusters Score -2.236275e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590094 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22362786.000000 Penalty: 1209.235596
	Iteration 15Q: 3 clusters Score -2.236279e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590067 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22362794.000000 Penalty: 1209.235596
	Iteration 16Q: 3 clusters Score -2.236279e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590032 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22362848.000000 Penalty: 1209.235596
	Iteration 17Q: 3 clusters Score -2.236285e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590002 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22362860.000000 Penalty: 1209.235596
	Iteration 18Q: 3 clusters Score -2.236286e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589972 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -22362858.000000 Penalty: 1209.235596
	Iteration 19Q: 3 clusters Score -2.236286e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589946 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -22362870.000000 Penalty: 1209.235596
	Iteration 20F: 3 clusters Score -2.236287e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589914 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -22362928.000000 Penalty: 1209.235596
	Iteration 21Q: 3 clusters Score -2.236293e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589887 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -22362904.000000 Penalty: 1209.235596
	Iteration 22Q: 3 clusters Score -2.23629e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589869 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -22362900.000000 Penalty: 1209.235596
	Iteration 23Q: 3 clusters Score -2.23629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589851 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -22362902.000000 Penalty: 1209.235596
	Iteration 24Q: 3 clusters Score -2.23629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589839 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -22362922.000000 Penalty: 1209.235596
	Iteration 25Q: 3 clusters Score -2.236292e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589827 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -22362906.000000 Penalty: 1209.235596
	Iteration 26Q: 3 clusters Score -2.236291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589817 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -22362926.000000 Penalty: 1209.235596
	Iteration 27Q: 3 clusters Score -2.236293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589803 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -22362924.000000 Penalty: 1209.235596
	Iteration 28Q: 3 clusters Score -2.236292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589790 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -22362916.000000 Penalty: 1209.235596
	Iteration 29Q: 3 clusters Score -2.236292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589780 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -22362920.000000 Penalty: 1209.235596
	Iteration 30Q: 3 clusters Score -2.236292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589769 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -22362918.000000 Penalty: 1209.235596
	Iteration 31Q: 3 clusters Score -2.236292e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589752 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -22362936.000000 Penalty: 1209.235596
	Iteration 32Q: 3 clusters Score -2.236294e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589734 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -22362906.000000 Penalty: 1209.235596
	Iteration 33Q: 3 clusters Score -2.236291e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589718 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -22362904.000000 Penalty: 1209.235596
	Iteration 34Q: 3 clusters Score -2.23629e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589699 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -22362924.000000 Penalty: 1209.235596
	Iteration 35Q: 3 clusters Score -2.236292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589688 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -22362914.000000 Penalty: 1209.235596
	Iteration 36Q: 3 clusters Score -2.236291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589679 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -22362906.000000 Penalty: 1209.235596
	Iteration 37Q: 3 clusters Score -2.236291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589673 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -22362908.000000 Penalty: 1209.235596
	Iteration 38Q: 3 clusters Score -2.236291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589668 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -22362912.000000 Penalty: 1209.235596
	Iteration 39Q: 3 clusters Score -2.236291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589668 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -22362924.000000 Penalty: 1209.235596
	Iteration 40F: 3 clusters Score -2.236292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589667 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -22362924.000000 Penalty: 1209.235596
	Iteration 41Q: 3 clusters Score -2.236292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589667 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -22362924.000000 Penalty: 1209.235596
	Iteration 42F: 3 clusters Score -2.236292e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Entering Unmasked Estep 
Score: -230640.625000 Penalty: 399.811554
	Iteration 0F: 2 clusters Score -230640.6 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 3258 members 
Entering Unmasked Estep 
Score: -226308.531250 Penalty: 799.623108
	Iteration 0F: 3 clusters Score -226308.5 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -228036.656250 Penalty: 799.623108
	Iteration 1F: 3 clusters Score -228036.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -228226.968750 Penalty: 799.623108
	Iteration 2F: 3 clusters Score -228227 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -228410.578125 Penalty: 799.623108
	Iteration 3F: 3 clusters Score -228410.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -228599.937500 Penalty: 799.623108
	Iteration 4F: 3 clusters Score -228599.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -228773.046875 Penalty: 799.623108
	Iteration 5F: 3 clusters Score -228773 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -228924.234375 Penalty: 799.623108
	Iteration 6Q: 3 clusters Score -228924.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -229070.750000 Penalty: 799.623108
	Iteration 7Q: 3 clusters Score -229070.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -229229.125000 Penalty: 799.623108
	Iteration 8Q: 3 clusters Score -229229.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -229412.312500 Penalty: 799.623108
	Iteration 9Q: 3 clusters Score -229412.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -229592.953125 Penalty: 799.623108
	Iteration 10Q: 3 clusters Score -229593 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -229744.468750 Penalty: 799.623108
	Iteration 11Q: 3 clusters Score -229744.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -229902.453125 Penalty: 799.623108
	Iteration 12Q: 3 clusters Score -229902.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -230032.546875 Penalty: 799.623108
	Iteration 13Q: 3 clusters Score -230032.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -230115.734375 Penalty: 799.623108
	Iteration 14Q: 3 clusters Score -230115.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -230166.906250 Penalty: 799.623108
	Iteration 15Q: 3 clusters Score -230166.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -230198.937500 Penalty: 799.623108
	Iteration 16Q: 3 clusters Score -230198.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -230224.734375 Penalty: 799.623108
	Iteration 17Q: 3 clusters Score -230224.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -230243.296875 Penalty: 799.623108
	Iteration 18Q: 3 clusters Score -230243.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -230257.109375 Penalty: 799.623108
	Iteration 19Q: 3 clusters Score -230257.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -230265.812500 Penalty: 799.623108
	Iteration 20F: 3 clusters Score -230265.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -230271.953125 Penalty: 799.623108
	Iteration 21Q: 3 clusters Score -230272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -230279.062500 Penalty: 799.623108
	Iteration 22Q: 3 clusters Score -230279.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -230286.312500 Penalty: 799.623108
	Iteration 23Q: 3 clusters Score -230286.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -230293.031250 Penalty: 799.623108
	Iteration 24Q: 3 clusters Score -230293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -230295.421875 Penalty: 799.623108
	Iteration 25Q: 3 clusters Score -230295.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -230298.265625 Penalty: 799.623108
	Iteration 26Q: 3 clusters Score -230298.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -230302.218750 Penalty: 799.623108
	Iteration 27Q: 3 clusters Score -230302.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -230303.640625 Penalty: 799.623108
	Iteration 28Q: 3 clusters Score -230303.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -230304.828125 Penalty: 799.623108
	Iteration 29Q: 3 clusters Score -230304.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -230304.828125 Penalty: 799.623108
	Iteration 30F: 3 clusters Score -230304.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Entering Unmasked Estep 
Score: -82707.070312 Penalty: 351.642914
	Iteration 0F: 2 clusters Score -82707.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -81101.546875 Penalty: 703.285828
	Iteration 0F: 3 clusters Score -81101.55 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -81662.250000 Penalty: 703.285828
	Iteration 1F: 3 clusters Score -81662.25 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -81813.820312 Penalty: 703.285828
	Iteration 2F: 3 clusters Score -81813.82 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -81967.484375 Penalty: 703.285828
	Iteration 3F: 3 clusters Score -81967.48 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -82098.625000 Penalty: 703.285828
	Iteration 4F: 3 clusters Score -82098.62 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -82228.968750 Penalty: 703.285828
	Iteration 5F: 3 clusters Score -82228.97 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -82321.367188 Penalty: 703.285828
	Iteration 6F: 3 clusters Score -82321.37 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -82387.015625 Penalty: 703.285828
	Iteration 7Q: 3 clusters Score -82387.02 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -82422.875000 Penalty: 703.285828
	Iteration 8Q: 3 clusters Score -82422.88 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -82447.453125 Penalty: 703.285828
	Iteration 9Q: 3 clusters Score -82447.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -82467.320312 Penalty: 703.285828
	Iteration 10Q: 3 clusters Score -82467.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -82478.359375 Penalty: 703.285828
	Iteration 11Q: 3 clusters Score -82478.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -82484.500000 Penalty: 703.285828
	Iteration 12Q: 3 clusters Score -82484.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -82490.851562 Penalty: 703.285828
	Iteration 13Q: 3 clusters Score -82490.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -82500.484375 Penalty: 703.285828
	Iteration 14Q: 3 clusters Score -82500.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -82508.562500 Penalty: 703.285828
	Iteration 15Q: 3 clusters Score -82508.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -82517.679688 Penalty: 703.285828
	Iteration 16Q: 3 clusters Score -82517.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -82523.367188 Penalty: 703.285828
	Iteration 17Q: 3 clusters Score -82523.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -82526.382812 Penalty: 703.285828
	Iteration 18Q: 3 clusters Score -82526.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -82531.421875 Penalty: 703.285828
	Iteration 19Q: 3 clusters Score -82531.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -82539.398438 Penalty: 703.285828
	Iteration 20F: 3 clusters Score -82539.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -82547.992188 Penalty: 703.285828
	Iteration 21Q: 3 clusters Score -82547.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -82551.414062 Penalty: 703.285828
	Iteration 22Q: 3 clusters Score -82551.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -82555.296875 Penalty: 703.285828
	Iteration 23Q: 3 clusters Score -82555.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -82564.546875 Penalty: 703.285828
	Iteration 24Q: 3 clusters Score -82564.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -82571.382812 Penalty: 703.285828
	Iteration 25Q: 3 clusters Score -82571.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -82576.507812 Penalty: 703.285828
	Iteration 26Q: 3 clusters Score -82576.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -82578.859375 Penalty: 703.285828
	Iteration 27Q: 3 clusters Score -82578.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -82580.312500 Penalty: 703.285828
	Iteration 28Q: 3 clusters Score -82580.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -82580.828125 Penalty: 703.285828
	Iteration 29Q: 3 clusters Score -82580.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -82581.546875 Penalty: 703.285828
	Iteration 30Q: 3 clusters Score -82581.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -82582.171875 Penalty: 703.285828
	Iteration 31Q: 3 clusters Score -82582.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -82583.304688 Penalty: 703.285828
	Iteration 32Q: 3 clusters Score -82583.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -82584.085938 Penalty: 703.285828
	Iteration 33Q: 3 clusters Score -82584.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -82584.460938 Penalty: 703.285828
	Iteration 34Q: 3 clusters Score -82584.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -82584.460938 Penalty: 703.285828
	Iteration 35F: 3 clusters Score -82584.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Entering Unmasked Estep 
Score: -361249.156250 Penalty: 418.304230
	Iteration 0F: 2 clusters Score -361249.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -354660.375000 Penalty: 836.608459
	Iteration 0F: 3 clusters Score -354660.4 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -357480.156250 Penalty: 836.608459
	Iteration 1F: 3 clusters Score -357480.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -357774.187500 Penalty: 836.608459
	Iteration 2F: 3 clusters Score -357774.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -358148.156250 Penalty: 836.608459
	Iteration 3F: 3 clusters Score -358148.2 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -358571.937500 Penalty: 836.608459
	Iteration 4F: 3 clusters Score -358571.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -358961.750000 Penalty: 836.608459
	Iteration 5F: 3 clusters Score -358961.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -359227.593750 Penalty: 836.608459
	Iteration 6Q: 3 clusters Score -359227.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -359346.593750 Penalty: 836.608459
	Iteration 7Q: 3 clusters Score -359346.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -359414.062500 Penalty: 836.608459
	Iteration 8Q: 3 clusters Score -359414.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -359459.625000 Penalty: 836.608459
	Iteration 9Q: 3 clusters Score -359459.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -359506.906250 Penalty: 836.608459
	Iteration 10Q: 3 clusters Score -359506.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -359549.500000 Penalty: 836.608459
	Iteration 11Q: 3 clusters Score -359549.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -359594.437500 Penalty: 836.608459
	Iteration 12Q: 3 clusters Score -359594.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -359646.093750 Penalty: 836.608459
	Iteration 13Q: 3 clusters Score -359646.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -359701.656250 Penalty: 836.608459
	Iteration 14Q: 3 clusters Score -359701.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -359772.062500 Penalty: 836.608459
	Iteration 15Q: 3 clusters Score -359772.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -359831.937500 Penalty: 836.608459
	Iteration 16Q: 3 clusters Score -359831.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -359890.875000 Penalty: 836.608459
	Iteration 17Q: 3 clusters Score -359890.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -359942.125000 Penalty: 836.608459
	Iteration 18Q: 3 clusters Score -359942.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -360000.531250 Penalty: 836.608459
	Iteration 19Q: 3 clusters Score -360000.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -360059.625000 Penalty: 836.608459
	Iteration 20F: 3 clusters Score -360059.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -360114.781250 Penalty: 836.608459
	Iteration 21Q: 3 clusters Score -360114.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -360155.625000 Penalty: 836.608459
	Iteration 22Q: 3 clusters Score -360155.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -360190.500000 Penalty: 836.608459
	Iteration 23Q: 3 clusters Score -360190.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -360227.968750 Penalty: 836.608459
	Iteration 24Q: 3 clusters Score -360228 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -360260.000000 Penalty: 836.608459
	Iteration 25Q: 3 clusters Score -360260 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -360281.531250 Penalty: 836.608459
	Iteration 26Q: 3 clusters Score -360281.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -360302.468750 Penalty: 836.608459
	Iteration 27Q: 3 clusters Score -360302.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -360320.156250 Penalty: 836.608459
	Iteration 28Q: 3 clusters Score -360320.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -360335.312500 Penalty: 836.608459
	Iteration 29Q: 3 clusters Score -360335.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -360351.312500 Penalty: 836.608459
	Iteration 30Q: 3 clusters Score -360351.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -360366.750000 Penalty: 836.608459
	Iteration 31Q: 3 clusters Score -360366.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -360376.781250 Penalty: 836.608459
	Iteration 32Q: 3 clusters Score -360376.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -360385.781250 Penalty: 836.608459
	Iteration 33Q: 3 clusters Score -360385.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -360397.343750 Penalty: 836.608459
	Iteration 34Q: 3 clusters Score -360397.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -360403.093750 Penalty: 836.608459
	Iteration 35Q: 3 clusters Score -360403.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -360411.375000 Penalty: 836.608459
	Iteration 36Q: 3 clusters Score -360411.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -360418.812500 Penalty: 836.608459
	Iteration 37Q: 3 clusters Score -360418.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -360424.156250 Penalty: 836.608459
	Iteration 38Q: 3 clusters Score -360424.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -360429.562500 Penalty: 836.608459
	Iteration 39Q: 3 clusters Score -360429.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -360434.062500 Penalty: 836.608459
	Iteration 40F: 3 clusters Score -360434.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -360437.500000 Penalty: 836.608459
	Iteration 41Q: 3 clusters Score -360437.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -360442.812500 Penalty: 836.608459
	Iteration 42Q: 3 clusters Score -360442.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -360446.312500 Penalty: 836.608459
	Iteration 43Q: 3 clusters Score -360446.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -360450.687500 Penalty: 836.608459
	Iteration 44Q: 3 clusters Score -360450.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -360455.281250 Penalty: 836.608459
	Iteration 45Q: 3 clusters Score -360455.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -360459.468750 Penalty: 836.608459
	Iteration 46Q: 3 clusters Score -360459.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -360463.875000 Penalty: 836.608459
	Iteration 47Q: 3 clusters Score -360463.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -360467.656250 Penalty: 836.608459
	Iteration 48Q: 3 clusters Score -360467.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -360473.343750 Penalty: 836.608459
	Iteration 49Q: 3 clusters Score -360473.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -360476.750000 Penalty: 836.608459
	Iteration 50Q: 3 clusters Score -360476.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -360481.281250 Penalty: 836.608459
	Iteration 51Q: 3 clusters Score -360481.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -360489.250000 Penalty: 836.608459
	Iteration 52Q: 3 clusters Score -360489.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -360498.593750 Penalty: 836.608459
	Iteration 53Q: 3 clusters Score -360498.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -360507.156250 Penalty: 836.608459
	Iteration 54Q: 3 clusters Score -360507.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -360514.187500 Penalty: 836.608459
	Iteration 55Q: 3 clusters Score -360514.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -360522.000000 Penalty: 836.608459
	Iteration 56Q: 3 clusters Score -360522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -360529.187500 Penalty: 836.608459
	Iteration 57Q: 3 clusters Score -360529.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -360533.968750 Penalty: 836.608459
	Iteration 58Q: 3 clusters Score -360534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -360538.500000 Penalty: 836.608459
	Iteration 59Q: 3 clusters Score -360538.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -360545.281250 Penalty: 836.608459
	Iteration 60F: 3 clusters Score -360545.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -360554.375000 Penalty: 836.608459
	Iteration 61Q: 3 clusters Score -360554.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -360559.250000 Penalty: 836.608459
	Iteration 62Q: 3 clusters Score -360559.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -360567.375000 Penalty: 836.608459
	Iteration 63Q: 3 clusters Score -360567.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -360574.937500 Penalty: 836.608459
	Iteration 64Q: 3 clusters Score -360574.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -360580.812500 Penalty: 836.608459
	Iteration 65Q: 3 clusters Score -360580.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -360587.468750 Penalty: 836.608459
	Iteration 66Q: 3 clusters Score -360587.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -360595.312500 Penalty: 836.608459
	Iteration 67Q: 3 clusters Score -360595.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -360603.656250 Penalty: 836.608459
	Iteration 68Q: 3 clusters Score -360603.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -360614.125000 Penalty: 836.608459
	Iteration 69Q: 3 clusters Score -360614.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -360624.406250 Penalty: 836.608459
	Iteration 70Q: 3 clusters Score -360624.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -360632.062500 Penalty: 836.608459
	Iteration 71Q: 3 clusters Score -360632.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -360641.656250 Penalty: 836.608459
	Iteration 72Q: 3 clusters Score -360641.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -360654.187500 Penalty: 836.608459
	Iteration 73Q: 3 clusters Score -360654.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -360670.375000 Penalty: 836.608459
	Iteration 74Q: 3 clusters Score -360670.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -360684.593750 Penalty: 836.608459
	Iteration 75Q: 3 clusters Score -360684.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -360700.406250 Penalty: 836.608459
	Iteration 76Q: 3 clusters Score -360700.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -360710.687500 Penalty: 836.608459
	Iteration 77Q: 3 clusters Score -360710.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -360722.718750 Penalty: 836.608459
	Iteration 78Q: 3 clusters Score -360722.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -360735.031250 Penalty: 836.608459
	Iteration 79Q: 3 clusters Score -360735 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -360743.593750 Penalty: 836.608459
	Iteration 80F: 3 clusters Score -360743.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -360753.281250 Penalty: 836.608459
	Iteration 81Q: 3 clusters Score -360753.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -360759.156250 Penalty: 836.608459
	Iteration 82Q: 3 clusters Score -360759.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -360766.312500 Penalty: 836.608459
	Iteration 83Q: 3 clusters Score -360766.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -360773.937500 Penalty: 836.608459
	Iteration 84Q: 3 clusters Score -360773.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -360779.562500 Penalty: 836.608459
	Iteration 85Q: 3 clusters Score -360779.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -360785.593750 Penalty: 836.608459
	Iteration 86Q: 3 clusters Score -360785.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -360790.281250 Penalty: 836.608459
	Iteration 87Q: 3 clusters Score -360790.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -360799.718750 Penalty: 836.608459
	Iteration 88Q: 3 clusters Score -360799.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -360809.156250 Penalty: 836.608459
	Iteration 89Q: 3 clusters Score -360809.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -360815.562500 Penalty: 836.608459
	Iteration 90Q: 3 clusters Score -360815.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -360826.500000 Penalty: 836.608459
	Iteration 91Q: 3 clusters Score -360826.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -360837.406250 Penalty: 836.608459
	Iteration 92Q: 3 clusters Score -360837.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -360845.187500 Penalty: 836.608459
	Iteration 93Q: 3 clusters Score -360845.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -360853.343750 Penalty: 836.608459
	Iteration 94Q: 3 clusters Score -360853.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -360857.031250 Penalty: 836.608459
	Iteration 95Q: 3 clusters Score -360857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -360860.937500 Penalty: 836.608459
	Iteration 96Q: 3 clusters Score -360860.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -360867.156250 Penalty: 836.608459
	Iteration 97Q: 3 clusters Score -360867.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -360870.468750 Penalty: 836.608459
	Iteration 98Q: 3 clusters Score -360870.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -360874.093750 Penalty: 836.608459
	Iteration 99Q: 3 clusters Score -360874.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -360877.062500 Penalty: 836.608459
	Iteration 100F: 3 clusters Score -360877.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -360878.968750 Penalty: 836.608459
	Iteration 101Q: 3 clusters Score -360879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -360882.531250 Penalty: 836.608459
	Iteration 102Q: 3 clusters Score -360882.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -360885.781250 Penalty: 836.608459
	Iteration 103Q: 3 clusters Score -360885.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -360891.937500 Penalty: 836.608459
	Iteration 104Q: 3 clusters Score -360891.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -360895.687500 Penalty: 836.608459
	Iteration 105Q: 3 clusters Score -360895.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -360897.781250 Penalty: 836.608459
	Iteration 106Q: 3 clusters Score -360897.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -360899.250000 Penalty: 836.608459
	Iteration 107Q: 3 clusters Score -360899.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -360901.843750 Penalty: 836.608459
	Iteration 108Q: 3 clusters Score -360901.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -360902.593750 Penalty: 836.608459
	Iteration 109Q: 3 clusters Score -360902.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -360904.218750 Penalty: 836.608459
	Iteration 110Q: 3 clusters Score -360904.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -360903.937500 Penalty: 836.608459
	Iteration 111Q: 3 clusters Score -360903.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -360903.968750 Penalty: 836.608459
	Iteration 112Q: 3 clusters Score -360904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -360904.093750 Penalty: 836.608459
	Iteration 113Q: 3 clusters Score -360904.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -360903.562500 Penalty: 836.608459
	Iteration 114Q: 3 clusters Score -360903.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -360904.468750 Penalty: 836.608459
	Iteration 115Q: 3 clusters Score -360904.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -360904.781250 Penalty: 836.608459
	Iteration 116Q: 3 clusters Score -360904.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -360905.156250 Penalty: 836.608459
	Iteration 117Q: 3 clusters Score -360905.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -360905.156250 Penalty: 836.608459
	Iteration 118Q: 3 clusters Score -360905.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -360905.093750 Penalty: 836.608459
	Iteration 119Q: 3 clusters Score -360905.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -360905.093750 Penalty: 836.608459
	Iteration 120F: 3 clusters Score -360905.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Entering Unmasked Estep 
Score: -430924.531250 Penalty: 427.301605
	Iteration 0F: 2 clusters Score -430924.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -423122.062500 Penalty: 854.603210
	Iteration 0F: 3 clusters Score -423122.1 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -426529.281250 Penalty: 854.603210
	Iteration 1F: 3 clusters Score -426529.3 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -426965.093750 Penalty: 854.603210
	Iteration 2F: 3 clusters Score -426965.1 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -427515.812500 Penalty: 854.603210
	Iteration 3F: 3 clusters Score -427515.8 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -428298.343750 Penalty: 854.603210
	Iteration 4F: 3 clusters Score -428298.3 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -429031.906250 Penalty: 854.603210
	Iteration 5F: 3 clusters Score -429031.9 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -429478.468750 Penalty: 854.603210
	Iteration 6F: 3 clusters Score -429478.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -429676.343750 Penalty: 854.603210
	Iteration 7Q: 3 clusters Score -429676.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -429764.218750 Penalty: 854.603210
	Iteration 8Q: 3 clusters Score -429764.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -429817.406250 Penalty: 854.603210
	Iteration 9Q: 3 clusters Score -429817.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -429857.343750 Penalty: 854.603210
	Iteration 10Q: 3 clusters Score -429857.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -429894.343750 Penalty: 854.603210
	Iteration 11Q: 3 clusters Score -429894.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -429930.437500 Penalty: 854.603210
	Iteration 12Q: 3 clusters Score -429930.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -429964.343750 Penalty: 854.603210
	Iteration 13Q: 3 clusters Score -429964.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -430001.312500 Penalty: 854.603210
	Iteration 14Q: 3 clusters Score -430001.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -430034.781250 Penalty: 854.603210
	Iteration 15Q: 3 clusters Score -430034.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -430074.562500 Penalty: 854.603210
	Iteration 16Q: 3 clusters Score -430074.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -430115.031250 Penalty: 854.603210
	Iteration 17Q: 3 clusters Score -430115 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -430164.656250 Penalty: 854.603210
	Iteration 18Q: 3 clusters Score -430164.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -430208.031250 Penalty: 854.603210
	Iteration 19Q: 3 clusters Score -430208 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -430243.750000 Penalty: 854.603210
	Iteration 20F: 3 clusters Score -430243.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -430274.218750 Penalty: 854.603210
	Iteration 21Q: 3 clusters Score -430274.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -430316.781250 Penalty: 854.603210
	Iteration 22Q: 3 clusters Score -430316.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -430348.125000 Penalty: 854.603210
	Iteration 23Q: 3 clusters Score -430348.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -430369.062500 Penalty: 854.603210
	Iteration 24Q: 3 clusters Score -430369.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -430384.968750 Penalty: 854.603210
	Iteration 25Q: 3 clusters Score -430385 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -430402.468750 Penalty: 854.603210
	Iteration 26Q: 3 clusters Score -430402.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -430420.781250 Penalty: 854.603210
	Iteration 27Q: 3 clusters Score -430420.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -430437.281250 Penalty: 854.603210
	Iteration 28Q: 3 clusters Score -430437.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -430449.750000 Penalty: 854.603210
	Iteration 29Q: 3 clusters Score -430449.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -430460.625000 Penalty: 854.603210
	Iteration 30Q: 3 clusters Score -430460.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -430471.000000 Penalty: 854.603210
	Iteration 31Q: 3 clusters Score -430471 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -430478.687500 Penalty: 854.603210
	Iteration 32Q: 3 clusters Score -430478.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -430488.343750 Penalty: 854.603210
	Iteration 33Q: 3 clusters Score -430488.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -430497.718750 Penalty: 854.603210
	Iteration 34Q: 3 clusters Score -430497.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -430506.125000 Penalty: 854.603210
	Iteration 35Q: 3 clusters Score -430506.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -430516.937500 Penalty: 854.603210
	Iteration 36Q: 3 clusters Score -430516.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -430530.593750 Penalty: 854.603210
	Iteration 37Q: 3 clusters Score -430530.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -430543.968750 Penalty: 854.603210
	Iteration 38Q: 3 clusters Score -430544 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -430561.562500 Penalty: 854.603210
	Iteration 39Q: 3 clusters Score -430561.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -430586.406250 Penalty: 854.603210
	Iteration 40F: 3 clusters Score -430586.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -430604.593750 Penalty: 854.603210
	Iteration 41Q: 3 clusters Score -430604.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -430624.437500 Penalty: 854.603210
	Iteration 42Q: 3 clusters Score -430624.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -430641.562500 Penalty: 854.603210
	Iteration 43Q: 3 clusters Score -430641.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -430659.781250 Penalty: 854.603210
	Iteration 44Q: 3 clusters Score -430659.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -430674.000000 Penalty: 854.603210
	Iteration 45Q: 3 clusters Score -430674 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -430687.406250 Penalty: 854.603210
	Iteration 46Q: 3 clusters Score -430687.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -430701.218750 Penalty: 854.603210
	Iteration 47Q: 3 clusters Score -430701.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -430713.187500 Penalty: 854.603210
	Iteration 48Q: 3 clusters Score -430713.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -430730.437500 Penalty: 854.603210
	Iteration 49Q: 3 clusters Score -430730.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -430753.593750 Penalty: 854.603210
	Iteration 50Q: 3 clusters Score -430753.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -430770.093750 Penalty: 854.603210
	Iteration 51Q: 3 clusters Score -430770.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -430782.968750 Penalty: 854.603210
	Iteration 52Q: 3 clusters Score -430783 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -430799.031250 Penalty: 854.603210
	Iteration 53Q: 3 clusters Score -430799 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -430815.218750 Penalty: 854.603210
	Iteration 54Q: 3 clusters Score -430815.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -430830.031250 Penalty: 854.603210
	Iteration 55Q: 3 clusters Score -430830 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -430843.093750 Penalty: 854.603210
	Iteration 56Q: 3 clusters Score -430843.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -430857.843750 Penalty: 854.603210
	Iteration 57Q: 3 clusters Score -430857.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -430874.218750 Penalty: 854.603210
	Iteration 58Q: 3 clusters Score -430874.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -430889.281250 Penalty: 854.603210
	Iteration 59Q: 3 clusters Score -430889.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -430903.875000 Penalty: 854.603210
	Iteration 60F: 3 clusters Score -430903.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -430917.593750 Penalty: 854.603210
	Iteration 61Q: 3 clusters Score -430917.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -430930.562500 Penalty: 854.603210
	Iteration 62Q: 3 clusters Score -430930.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -430945.031250 Penalty: 854.603210
	Iteration 63Q: 3 clusters Score -430945 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -430962.656250 Penalty: 854.603210
	Iteration 64Q: 3 clusters Score -430962.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -430982.125000 Penalty: 854.603210
	Iteration 65Q: 3 clusters Score -430982.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -431002.937500 Penalty: 854.603210
	Iteration 66Q: 3 clusters Score -431002.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -431021.218750 Penalty: 854.603210
	Iteration 67Q: 3 clusters Score -431021.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -431040.125000 Penalty: 854.603210
	Iteration 68Q: 3 clusters Score -431040.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -431061.937500 Penalty: 854.603210
	Iteration 69Q: 3 clusters Score -431061.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -431078.125000 Penalty: 854.603210
	Iteration 70Q: 3 clusters Score -431078.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -431094.718750 Penalty: 854.603210
	Iteration 71Q: 3 clusters Score -431094.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -431111.125000 Penalty: 854.603210
	Iteration 72Q: 3 clusters Score -431111.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -431125.812500 Penalty: 854.603210
	Iteration 73Q: 3 clusters Score -431125.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -431137.375000 Penalty: 854.603210
	Iteration 74Q: 3 clusters Score -431137.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -431145.375000 Penalty: 854.603210
	Iteration 75Q: 3 clusters Score -431145.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -431152.500000 Penalty: 854.603210
	Iteration 76Q: 3 clusters Score -431152.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -431153.531250 Penalty: 854.603210
	Iteration 77Q: 3 clusters Score -431153.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -431157.250000 Penalty: 854.603210
	Iteration 78Q: 3 clusters Score -431157.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -431160.406250 Penalty: 854.603210
	Iteration 79Q: 3 clusters Score -431160.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -431161.968750 Penalty: 854.603210
	Iteration 80F: 3 clusters Score -431162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -431166.625000 Penalty: 854.603210
	Iteration 81Q: 3 clusters Score -431166.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -431170.156250 Penalty: 854.603210
	Iteration 82Q: 3 clusters Score -431170.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -431174.781250 Penalty: 854.603210
	Iteration 83Q: 3 clusters Score -431174.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -431179.750000 Penalty: 854.603210
	Iteration 84Q: 3 clusters Score -431179.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -431182.062500 Penalty: 854.603210
	Iteration 85Q: 3 clusters Score -431182.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -431184.625000 Penalty: 854.603210
	Iteration 86Q: 3 clusters Score -431184.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -431186.156250 Penalty: 854.603210
	Iteration 87Q: 3 clusters Score -431186.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -431189.531250 Penalty: 854.603210
	Iteration 88Q: 3 clusters Score -431189.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -431192.031250 Penalty: 854.603210
	Iteration 89Q: 3 clusters Score -431192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -431193.437500 Penalty: 854.603210
	Iteration 90Q: 3 clusters Score -431193.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -431195.843750 Penalty: 854.603210
	Iteration 91Q: 3 clusters Score -431195.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -431201.937500 Penalty: 854.603210
	Iteration 92Q: 3 clusters Score -431201.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -431207.843750 Penalty: 854.603210
	Iteration 93Q: 3 clusters Score -431207.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -431212.468750 Penalty: 854.603210
	Iteration 94Q: 3 clusters Score -431212.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -431219.250000 Penalty: 854.603210
	Iteration 95Q: 3 clusters Score -431219.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -431221.656250 Penalty: 854.603210
	Iteration 96Q: 3 clusters Score -431221.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -431223.062500 Penalty: 854.603210
	Iteration 97Q: 3 clusters Score -431223.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -431226.125000 Penalty: 854.603210
	Iteration 98Q: 3 clusters Score -431226.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -431230.531250 Penalty: 854.603210
	Iteration 99Q: 3 clusters Score -431230.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -431233.000000 Penalty: 854.603210
	Iteration 100F: 3 clusters Score -431233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -431237.250000 Penalty: 854.603210
	Iteration 101Q: 3 clusters Score -431237.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -431239.062500 Penalty: 854.603210
	Iteration 102Q: 3 clusters Score -431239.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -431239.718750 Penalty: 854.603210
	Iteration 103Q: 3 clusters Score -431239.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -431239.531250 Penalty: 854.603210
	Iteration 104Q: 3 clusters Score -431239.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -431241.156250 Penalty: 854.603210
	Iteration 105Q: 3 clusters Score -431241.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -431242.343750 Penalty: 854.603210
	Iteration 106Q: 3 clusters Score -431242.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -431242.937500 Penalty: 854.603210
	Iteration 107Q: 3 clusters Score -431242.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -431243.093750 Penalty: 854.603210
	Iteration 108Q: 3 clusters Score -431243.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -431244.156250 Penalty: 854.603210
	Iteration 109Q: 3 clusters Score -431244.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -431244.562500 Penalty: 854.603210
	Iteration 110Q: 3 clusters Score -431244.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -431245.000000 Penalty: 854.603210
	Iteration 111Q: 3 clusters Score -431245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -431244.656250 Penalty: 854.603210
	Iteration 112Q: 3 clusters Score -431244.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -431244.718750 Penalty: 854.603210
	Iteration 113Q: 3 clusters Score -431244.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -431245.750000 Penalty: 854.603210
	Iteration 114Q: 3 clusters Score -431245.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -431245.000000 Penalty: 854.603210
	Iteration 115Q: 3 clusters Score -431245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -431245.000000 Penalty: 854.603210
	Iteration 116F: 3 clusters Score -431245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1817 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 7103 members 
Mstep: Class 6 contains 8060 members 
Mstep: Class 7 contains 10657 members 
Mstep: Class 8 contains 16896 members 
Mstep: Class 9 contains 3676 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 6889 members 
Mstep: Class 12 contains 923 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 10074 members 
Mstep: Class 15 contains 11187 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 590251 members 
Mstep: Class 19 contains 6549 members 
Mstep: Class 20 contains 2272 members 
Mstep: Class 21 contains 9833 members 
Mstep: Class 22 contains 10560 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1569 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 13404 members 
Mstep: Class 27 contains 564327 members 
Mstep: Class 28 contains 2789 members 
Mstep: Class 29 contains 21573 members 
Mstep: Class 30 contains 6109 members 
Mstep: Class 31 contains 6363 members 
Mstep: Class 32 contains 1743 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1950 members 
Mstep: Class 36 contains 1919 members 
Mstep: Class 37 contains 4052 members 
Mstep: Class 38 contains 1346 members 
Mstep: Class 39 contains 1206 members 
Mstep: Class 40 contains 11825 members 
Mstep: Class 41 contains 12279 members 
Mstep: Class 42 contains 4160 members 
Mstep: Class 43 contains 7284 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
Score: -50385428.000000 Penalty: 28315.023438
Splitting cluster 22 changes total score from -50385384.000000 to -50385428.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 23 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -33228.542969 Penalty: 312.207886
	Iteration 0F: 2 clusters Score -33228.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -32468.308594 Penalty: 624.415771
	Iteration 0F: 3 clusters Score -32468.31 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -32678.009766 Penalty: 624.415771
	Iteration 1F: 3 clusters Score -32678.01 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -32708.457031 Penalty: 624.415771
	Iteration 2Q: 3 clusters Score -32708.46 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -32732.662109 Penalty: 624.415771
	Iteration 3Q: 3 clusters Score -32732.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -32750.894531 Penalty: 624.415771
	Iteration 4Q: 3 clusters Score -32750.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -32765.193359 Penalty: 624.415771
	Iteration 5Q: 3 clusters Score -32765.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -32784.269531 Penalty: 624.415771
	Iteration 6Q: 3 clusters Score -32784.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -32793.421875 Penalty: 624.415771
	Iteration 7Q: 3 clusters Score -32793.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -32801.156250 Penalty: 624.415771
	Iteration 8Q: 3 clusters Score -32801.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -32808.917969 Penalty: 624.415771
	Iteration 9Q: 3 clusters Score -32808.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -32819.578125 Penalty: 624.415771
	Iteration 10Q: 3 clusters Score -32819.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -32826.625000 Penalty: 624.415771
	Iteration 11Q: 3 clusters Score -32826.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32833.839844 Penalty: 624.415771
	Iteration 12Q: 3 clusters Score -32833.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -32843.355469 Penalty: 624.415771
	Iteration 13Q: 3 clusters Score -32843.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -32854.296875 Penalty: 624.415771
	Iteration 14Q: 3 clusters Score -32854.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32875.226562 Penalty: 624.415771
	Iteration 15Q: 3 clusters Score -32875.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32890.933594 Penalty: 624.415771
	Iteration 16Q: 3 clusters Score -32890.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32899.355469 Penalty: 624.415771
	Iteration 17Q: 3 clusters Score -32899.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32908.738281 Penalty: 624.415771
	Iteration 18Q: 3 clusters Score -32908.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32917.136719 Penalty: 624.415771
	Iteration 19Q: 3 clusters Score -32917.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32921.500000 Penalty: 624.415771
	Iteration 20F: 3 clusters Score -32921.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32929.054688 Penalty: 624.415771
	Iteration 21Q: 3 clusters Score -32929.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32934.687500 Penalty: 624.415771
	Iteration 22Q: 3 clusters Score -32934.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32943.941406 Penalty: 624.415771
	Iteration 23Q: 3 clusters Score -32943.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32950.355469 Penalty: 624.415771
	Iteration 24Q: 3 clusters Score -32950.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32956.574219 Penalty: 624.415771
	Iteration 25Q: 3 clusters Score -32956.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -32960.722656 Penalty: 624.415771
	Iteration 26Q: 3 clusters Score -32960.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32967.562500 Penalty: 624.415771
	Iteration 27Q: 3 clusters Score -32967.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32972.617188 Penalty: 624.415771
	Iteration 28Q: 3 clusters Score -32972.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32991.382812 Penalty: 624.415771
	Iteration 29Q: 3 clusters Score -32991.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -33019.117188 Penalty: 624.415771
	Iteration 30Q: 3 clusters Score -33019.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -33023.933594 Penalty: 624.415771
	Iteration 31Q: 3 clusters Score -33023.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -33030.058594 Penalty: 624.415771
	Iteration 32Q: 3 clusters Score -33030.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -33033.121094 Penalty: 624.415771
	Iteration 33Q: 3 clusters Score -33033.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -33035.730469 Penalty: 624.415771
	Iteration 34Q: 3 clusters Score -33035.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -33036.234375 Penalty: 624.415771
	Iteration 35Q: 3 clusters Score -33036.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -33036.234375 Penalty: 624.415771
	Iteration 36F: 3 clusters Score -33036.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Entering Unmasked Estep 
Score: -53241.437500 Penalty: 334.797821
	Iteration 0F: 2 clusters Score -53241.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -52067.265625 Penalty: 669.595642
	Iteration 0F: 3 clusters Score -52067.27 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -52420.382812 Penalty: 669.595642
	Iteration 1F: 3 clusters Score -52420.38 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -52502.234375 Penalty: 669.595642
	Iteration 2F: 3 clusters Score -52502.23 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -52576.269531 Penalty: 669.595642
	Iteration 3F: 3 clusters Score -52576.27 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -52642.042969 Penalty: 669.595642
	Iteration 4F: 3 clusters Score -52642.04 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -52691.664062 Penalty: 669.595642
	Iteration 5Q: 3 clusters Score -52691.66 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -52740.546875 Penalty: 669.595642
	Iteration 6Q: 3 clusters Score -52740.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -52763.707031 Penalty: 669.595642
	Iteration 7Q: 3 clusters Score -52763.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -52784.378906 Penalty: 669.595642
	Iteration 8Q: 3 clusters Score -52784.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -52805.093750 Penalty: 669.595642
	Iteration 9Q: 3 clusters Score -52805.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -52818.031250 Penalty: 669.595642
	Iteration 10Q: 3 clusters Score -52818.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -52839.796875 Penalty: 669.595642
	Iteration 11Q: 3 clusters Score -52839.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -52863.363281 Penalty: 669.595642
	Iteration 12Q: 3 clusters Score -52863.36 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -52907.007812 Penalty: 669.595642
	Iteration 13Q: 3 clusters Score -52907.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -52921.398438 Penalty: 669.595642
	Iteration 14Q: 3 clusters Score -52921.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -52932.062500 Penalty: 669.595642
	Iteration 15Q: 3 clusters Score -52932.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -52948.882812 Penalty: 669.595642
	Iteration 16Q: 3 clusters Score -52948.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -52975.500000 Penalty: 669.595642
	Iteration 17Q: 3 clusters Score -52975.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -53003.058594 Penalty: 669.595642
	Iteration 18Q: 3 clusters Score -53003.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -53022.515625 Penalty: 669.595642
	Iteration 19Q: 3 clusters Score -53022.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -53039.261719 Penalty: 669.595642
	Iteration 20F: 3 clusters Score -53039.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -53073.941406 Penalty: 669.595642
	Iteration 21Q: 3 clusters Score -53073.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -53110.789062 Penalty: 669.595642
	Iteration 22Q: 3 clusters Score -53110.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -53135.433594 Penalty: 669.595642
	Iteration 23Q: 3 clusters Score -53135.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -53153.921875 Penalty: 669.595642
	Iteration 24Q: 3 clusters Score -53153.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -53176.441406 Penalty: 669.595642
	Iteration 25Q: 3 clusters Score -53176.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -53199.269531 Penalty: 669.595642
	Iteration 26Q: 3 clusters Score -53199.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -53212.000000 Penalty: 669.595642
	Iteration 27Q: 3 clusters Score -53212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -53217.863281 Penalty: 669.595642
	Iteration 28Q: 3 clusters Score -53217.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -53224.750000 Penalty: 669.595642
	Iteration 29Q: 3 clusters Score -53224.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -53229.078125 Penalty: 669.595642
	Iteration 30Q: 3 clusters Score -53229.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -53234.726562 Penalty: 669.595642
	Iteration 31Q: 3 clusters Score -53234.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -53237.542969 Penalty: 669.595642
	Iteration 32Q: 3 clusters Score -53237.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -53240.578125 Penalty: 669.595642
	Iteration 33Q: 3 clusters Score -53240.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -53242.511719 Penalty: 669.595642
	Iteration 34Q: 3 clusters Score -53242.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -53243.597656 Penalty: 669.595642
	Iteration 35Q: 3 clusters Score -53243.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -53244.542969 Penalty: 669.595642
	Iteration 36F: 3 clusters Score -53244.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -53245.609375 Penalty: 669.595642
	Iteration 37Q: 3 clusters Score -53245.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -53245.878906 Penalty: 669.595642
	Iteration 38Q: 3 clusters Score -53245.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -53246.070312 Penalty: 669.595642
	Iteration 39Q: 3 clusters Score -53246.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -53246.550781 Penalty: 669.595642
	Iteration 40F: 3 clusters Score -53246.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1817 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 7103 members 
Mstep: Class 6 contains 8060 members 
Mstep: Class 7 contains 10657 members 
Mstep: Class 8 contains 16896 members 
Mstep: Class 9 contains 3676 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 6889 members 
Mstep: Class 12 contains 923 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 10074 members 
Mstep: Class 15 contains 11187 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 590251 members 
Mstep: Class 19 contains 6549 members 
Mstep: Class 20 contains 2272 members 
Mstep: Class 21 contains 9833 members 
Mstep: Class 22 contains 10560 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 285 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 13404 members 
Mstep: Class 27 contains 564327 members 
Mstep: Class 28 contains 2789 members 
Mstep: Class 29 contains 21573 members 
Mstep: Class 30 contains 6109 members 
Mstep: Class 31 contains 6363 members 
Mstep: Class 32 contains 1743 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1950 members 
Mstep: Class 36 contains 1919 members 
Mstep: Class 37 contains 4052 members 
Mstep: Class 38 contains 1346 members 
Mstep: Class 39 contains 1206 members 
Mstep: Class 40 contains 11825 members 
Mstep: Class 41 contains 12279 members 
Mstep: Class 42 contains 4160 members 
Mstep: Class 43 contains 7284 members 
Mstep: Class 44 contains 342 members 
Mstep: Class 45 contains 1284 members 
Entering Unmasked Estep 
Score: -50385156.000000 Penalty: 28958.546875
Splitting cluster 24 changes total score from -50385384.000000 to -50385156.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (3786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Entering Unmasked Estep 
Score: -138098.140625 Penalty: 374.877472
	Iteration 0F: 2 clusters Score -138098.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -135529.312500 Penalty: 749.754944
	Iteration 0F: 3 clusters Score -135529.3 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -136503.500000 Penalty: 749.754944
	Iteration 1F: 3 clusters Score -136503.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -136644.578125 Penalty: 749.754944
	Iteration 2F: 3 clusters Score -136644.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -136754.609375 Penalty: 749.754944
	Iteration 3F: 3 clusters Score -136754.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -136850.781250 Penalty: 749.754944
	Iteration 4F: 3 clusters Score -136850.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -136956.968750 Penalty: 749.754944
	Iteration 5Q: 3 clusters Score -136957 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -137047.500000 Penalty: 749.754944
	Iteration 6Q: 3 clusters Score -137047.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -137123.421875 Penalty: 749.754944
	Iteration 7Q: 3 clusters Score -137123.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -137210.187500 Penalty: 749.754944
	Iteration 8Q: 3 clusters Score -137210.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -137301.640625 Penalty: 749.754944
	Iteration 9Q: 3 clusters Score -137301.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -137399.484375 Penalty: 749.754944
	Iteration 10Q: 3 clusters Score -137399.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -137493.343750 Penalty: 749.754944
	Iteration 11Q: 3 clusters Score -137493.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -137561.546875 Penalty: 749.754944
	Iteration 12Q: 3 clusters Score -137561.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -137607.375000 Penalty: 749.754944
	Iteration 13Q: 3 clusters Score -137607.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -137655.859375 Penalty: 749.754944
	Iteration 14Q: 3 clusters Score -137655.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -137691.359375 Penalty: 749.754944
	Iteration 15Q: 3 clusters Score -137691.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -137719.984375 Penalty: 749.754944
	Iteration 16Q: 3 clusters Score -137720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -137732.625000 Penalty: 749.754944
	Iteration 17Q: 3 clusters Score -137732.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -137740.078125 Penalty: 749.754944
	Iteration 18Q: 3 clusters Score -137740.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -137744.218750 Penalty: 749.754944
	Iteration 19Q: 3 clusters Score -137744.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -137747.843750 Penalty: 749.754944
	Iteration 20F: 3 clusters Score -137747.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -137750.468750 Penalty: 749.754944
	Iteration 21Q: 3 clusters Score -137750.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -137750.671875 Penalty: 749.754944
	Iteration 22Q: 3 clusters Score -137750.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -137750.843750 Penalty: 749.754944
	Iteration 23Q: 3 clusters Score -137750.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -137751.296875 Penalty: 749.754944
	Iteration 24Q: 3 clusters Score -137751.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -137753.062500 Penalty: 749.754944
	Iteration 25Q: 3 clusters Score -137753.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -137757.312500 Penalty: 749.754944
	Iteration 26Q: 3 clusters Score -137757.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -137760.687500 Penalty: 749.754944
	Iteration 27Q: 3 clusters Score -137760.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -137762.515625 Penalty: 749.754944
	Iteration 28Q: 3 clusters Score -137762.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -137764.062500 Penalty: 749.754944
	Iteration 29Q: 3 clusters Score -137764.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -137766.015625 Penalty: 749.754944
	Iteration 30Q: 3 clusters Score -137766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -137767.968750 Penalty: 749.754944
	Iteration 31Q: 3 clusters Score -137768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -137770.671875 Penalty: 749.754944
	Iteration 32Q: 3 clusters Score -137770.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -137774.671875 Penalty: 749.754944
	Iteration 33Q: 3 clusters Score -137774.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -137777.000000 Penalty: 749.754944
	Iteration 34Q: 3 clusters Score -137777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -137781.078125 Penalty: 749.754944
	Iteration 35Q: 3 clusters Score -137781.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -137784.625000 Penalty: 749.754944
	Iteration 36Q: 3 clusters Score -137784.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -137787.109375 Penalty: 749.754944
	Iteration 37Q: 3 clusters Score -137787.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -137788.484375 Penalty: 749.754944
	Iteration 38Q: 3 clusters Score -137788.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -137789.921875 Penalty: 749.754944
	Iteration 39Q: 3 clusters Score -137789.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -137790.765625 Penalty: 749.754944
	Iteration 40F: 3 clusters Score -137790.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -137791.875000 Penalty: 749.754944
	Iteration 41Q: 3 clusters Score -137791.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -137792.125000 Penalty: 749.754944
	Iteration 42Q: 3 clusters Score -137792.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -137794.671875 Penalty: 749.754944
	Iteration 43Q: 3 clusters Score -137794.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -137795.312500 Penalty: 749.754944
	Iteration 44Q: 3 clusters Score -137795.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -137796.046875 Penalty: 749.754944
	Iteration 45Q: 3 clusters Score -137796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -137796.750000 Penalty: 749.754944
	Iteration 46Q: 3 clusters Score -137796.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -137796.750000 Penalty: 749.754944
	Iteration 47F: 3 clusters Score -137796.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Entering Unmasked Estep 
Score: -489425.468750 Penalty: 432.400513
	Iteration 0F: 2 clusters Score -489425.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -480547.312500 Penalty: 864.801025
	Iteration 0F: 3 clusters Score -480547.3 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -484711.437500 Penalty: 864.801025
	Iteration 1F: 3 clusters Score -484711.4 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -485544.500000 Penalty: 864.801025
	Iteration 2F: 3 clusters Score -485544.5 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -486504.937500 Penalty: 864.801025
	Iteration 3F: 3 clusters Score -486504.9 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -487340.156250 Penalty: 864.801025
	Iteration 4F: 3 clusters Score -487340.2 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -488173.062500 Penalty: 864.801025
	Iteration 5Q: 3 clusters Score -488173.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -488785.843750 Penalty: 864.801025
	Iteration 6Q: 3 clusters Score -488785.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -489073.343750 Penalty: 864.801025
	Iteration 7Q: 3 clusters Score -489073.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -489199.812500 Penalty: 864.801025
	Iteration 8Q: 3 clusters Score -489199.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -489253.625000 Penalty: 864.801025
	Iteration 9Q: 3 clusters Score -489253.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -489293.656250 Penalty: 864.801025
	Iteration 10Q: 3 clusters Score -489293.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -489320.250000 Penalty: 864.801025
	Iteration 11Q: 3 clusters Score -489320.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -489336.875000 Penalty: 864.801025
	Iteration 12Q: 3 clusters Score -489336.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -489346.437500 Penalty: 864.801025
	Iteration 13Q: 3 clusters Score -489346.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -489349.250000 Penalty: 864.801025
	Iteration 14Q: 3 clusters Score -489349.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -489353.343750 Penalty: 864.801025
	Iteration 15Q: 3 clusters Score -489353.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -489354.937500 Penalty: 864.801025
	Iteration 16Q: 3 clusters Score -489354.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -489357.343750 Penalty: 864.801025
	Iteration 17Q: 3 clusters Score -489357.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -489357.281250 Penalty: 864.801025
	Iteration 18Q: 3 clusters Score -489357.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -489358.531250 Penalty: 864.801025
	Iteration 19Q: 3 clusters Score -489358.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -489357.750000 Penalty: 864.801025
	Iteration 20F: 3 clusters Score -489357.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -489360.218750 Penalty: 864.801025
	Iteration 21Q: 3 clusters Score -489360.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -489361.187500 Penalty: 864.801025
	Iteration 22Q: 3 clusters Score -489361.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -489363.843750 Penalty: 864.801025
	Iteration 23Q: 3 clusters Score -489363.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -489366.562500 Penalty: 864.801025
	Iteration 24Q: 3 clusters Score -489366.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -489368.406250 Penalty: 864.801025
	Iteration 25Q: 3 clusters Score -489368.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -489369.437500 Penalty: 864.801025
	Iteration 26Q: 3 clusters Score -489369.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -489371.843750 Penalty: 864.801025
	Iteration 27Q: 3 clusters Score -489371.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -489373.625000 Penalty: 864.801025
	Iteration 28Q: 3 clusters Score -489373.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -489374.718750 Penalty: 864.801025
	Iteration 29Q: 3 clusters Score -489374.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -489376.875000 Penalty: 864.801025
	Iteration 30Q: 3 clusters Score -489376.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -489377.000000 Penalty: 864.801025
	Iteration 31Q: 3 clusters Score -489377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -489377.187500 Penalty: 864.801025
	Iteration 32Q: 3 clusters Score -489377.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -489378.406250 Penalty: 864.801025
	Iteration 33Q: 3 clusters Score -489378.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -489378.156250 Penalty: 864.801025
	Iteration 34Q: 3 clusters Score -489378.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -489380.031250 Penalty: 864.801025
	Iteration 35Q: 3 clusters Score -489380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -489379.343750 Penalty: 864.801025
	Iteration 36Q: 3 clusters Score -489379.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -489379.937500 Penalty: 864.801025
	Iteration 37Q: 3 clusters Score -489379.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -489380.500000 Penalty: 864.801025
	Iteration 38Q: 3 clusters Score -489380.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -489380.750000 Penalty: 864.801025
	Iteration 39Q: 3 clusters Score -489380.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -489380.750000 Penalty: 864.801025
	Iteration 40F: 3 clusters Score -489380.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -489381.906250 Penalty: 864.801025
	Iteration 41Q: 3 clusters Score -489381.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -489382.468750 Penalty: 864.801025
	Iteration 42Q: 3 clusters Score -489382.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -489384.031250 Penalty: 864.801025
	Iteration 43Q: 3 clusters Score -489384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -489384.687500 Penalty: 864.801025
	Iteration 44Q: 3 clusters Score -489384.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -489385.906250 Penalty: 864.801025
	Iteration 45Q: 3 clusters Score -489385.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -489386.625000 Penalty: 864.801025
	Iteration 46Q: 3 clusters Score -489386.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -489385.968750 Penalty: 864.801025
	Iteration 47Q: 3 clusters Score -489386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -489388.218750 Penalty: 864.801025
	Iteration 48Q: 3 clusters Score -489388.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -489388.031250 Penalty: 864.801025
	Iteration 49Q: 3 clusters Score -489388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -489388.312500 Penalty: 864.801025
	Iteration 50Q: 3 clusters Score -489388.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -489389.000000 Penalty: 864.801025
	Iteration 51Q: 3 clusters Score -489389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -489388.000000 Penalty: 864.801025
	Iteration 52Q: 3 clusters Score -489388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -489389.250000 Penalty: 864.801025
	Iteration 53Q: 3 clusters Score -489389.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -489388.625000 Penalty: 864.801025
	Iteration 54Q: 3 clusters Score -489388.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -489389.218750 Penalty: 864.801025
	Iteration 55Q: 3 clusters Score -489389.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -489389.218750 Penalty: 864.801025
	Iteration 56F: 3 clusters Score -489389.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (564327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564327 members 
Entering Unmasked Estep 
Score: -21752254.000000 Penalty: 602.574219
	Iteration 0F: 2 clusters Score -2.175225e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282256 members 
Mstep: Class 2 contains 282071 members 
Entering Unmasked Estep 
Score: -21397146.000000 Penalty: 1205.148438
	Iteration 0F: 3 clusters Score -2.139715e+07 nChanged 279454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285844 members 
Mstep: Class 2 contains 278483 members 
Entering Unmasked Estep 
Score: -21567262.000000 Penalty: 1205.148438
	Iteration 1F: 3 clusters Score -2.156726e+07 nChanged 18674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287132 members 
Mstep: Class 2 contains 277195 members 
Entering Unmasked Estep 
Score: -21573084.000000 Penalty: 1205.148438
	Iteration 2Q: 3 clusters Score -2.157308e+07 nChanged 21473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289197 members 
Mstep: Class 2 contains 275130 members 
Entering Unmasked Estep 
Score: -21581374.000000 Penalty: 1205.148438
	Iteration 3Q: 3 clusters Score -2.158137e+07 nChanged 25711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292252 members 
Mstep: Class 2 contains 272075 members 
Entering Unmasked Estep 
Score: -21593368.000000 Penalty: 1205.148438
	Iteration 4Q: 3 clusters Score -2.159337e+07 nChanged 29810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296336 members 
Mstep: Class 2 contains 267991 members 
Entering Unmasked Estep 
Score: -21610712.000000 Penalty: 1205.148438
	Iteration 5F: 3 clusters Score -2.161071e+07 nChanged 33794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301150 members 
Mstep: Class 2 contains 263177 members 
Entering Unmasked Estep 
Score: -21633496.000000 Penalty: 1205.148438
	Iteration 6F: 3 clusters Score -2.16335e+07 nChanged 35484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305542 members 
Mstep: Class 2 contains 258785 members 
Entering Unmasked Estep 
Score: -21657770.000000 Penalty: 1205.148438
	Iteration 7F: 3 clusters Score -2.165777e+07 nChanged 31303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308845 members 
Mstep: Class 2 contains 255482 members 
Entering Unmasked Estep 
Score: -21673590.000000 Penalty: 1205.148438
	Iteration 8F: 3 clusters Score -2.167359e+07 nChanged 20858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311479 members 
Mstep: Class 2 contains 252848 members 
Entering Unmasked Estep 
Score: -21679138.000000 Penalty: 1205.148438
	Iteration 9Q: 3 clusters Score -2.167914e+07 nChanged 11353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313890 members 
Mstep: Class 2 contains 250437 members 
Entering Unmasked Estep 
Score: -21680992.000000 Penalty: 1205.148438
	Iteration 10Q: 3 clusters Score -2.168099e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316317 members 
Mstep: Class 2 contains 248010 members 
Entering Unmasked Estep 
Score: -21681660.000000 Penalty: 1205.148438
	Iteration 11Q: 3 clusters Score -2.168166e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318669 members 
Mstep: Class 2 contains 245658 members 
Entering Unmasked Estep 
Score: -21682224.000000 Penalty: 1205.148438
	Iteration 12Q: 3 clusters Score -2.168222e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321048 members 
Mstep: Class 2 contains 243279 members 
Entering Unmasked Estep 
Score: -21682668.000000 Penalty: 1205.148438
	Iteration 13Q: 3 clusters Score -2.168267e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323410 members 
Mstep: Class 2 contains 240917 members 
Entering Unmasked Estep 
Score: -21683288.000000 Penalty: 1205.148438
	Iteration 14Q: 3 clusters Score -2.168329e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325821 members 
Mstep: Class 2 contains 238506 members 
Entering Unmasked Estep 
Score: -21683824.000000 Penalty: 1205.148438
	Iteration 15Q: 3 clusters Score -2.168382e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328258 members 
Mstep: Class 2 contains 236069 members 
Entering Unmasked Estep 
Score: -21684248.000000 Penalty: 1205.148438
	Iteration 16Q: 3 clusters Score -2.168425e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330774 members 
Mstep: Class 2 contains 233553 members 
Entering Unmasked Estep 
Score: -21684502.000000 Penalty: 1205.148438
	Iteration 17Q: 3 clusters Score -2.16845e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333325 members 
Mstep: Class 2 contains 231002 members 
Entering Unmasked Estep 
Score: -21684926.000000 Penalty: 1205.148438
	Iteration 18Q: 3 clusters Score -2.168493e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335855 members 
Mstep: Class 2 contains 228472 members 
Entering Unmasked Estep 
Score: -21685442.000000 Penalty: 1205.148438
	Iteration 19Q: 3 clusters Score -2.168544e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338417 members 
Mstep: Class 2 contains 225910 members 
Entering Unmasked Estep 
Score: -21685886.000000 Penalty: 1205.148438
	Iteration 20F: 3 clusters Score -2.168589e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340978 members 
Mstep: Class 2 contains 223349 members 
Entering Unmasked Estep 
Score: -21686274.000000 Penalty: 1205.148438
	Iteration 21Q: 3 clusters Score -2.168627e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343477 members 
Mstep: Class 2 contains 220850 members 
Entering Unmasked Estep 
Score: -21686646.000000 Penalty: 1205.148438
	Iteration 22Q: 3 clusters Score -2.168665e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345981 members 
Mstep: Class 2 contains 218346 members 
Entering Unmasked Estep 
Score: -21686946.000000 Penalty: 1205.148438
	Iteration 23Q: 3 clusters Score -2.168695e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348434 members 
Mstep: Class 2 contains 215893 members 
Entering Unmasked Estep 
Score: -21687292.000000 Penalty: 1205.148438
	Iteration 24Q: 3 clusters Score -2.168729e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351080 members 
Mstep: Class 2 contains 213247 members 
Entering Unmasked Estep 
Score: -21687612.000000 Penalty: 1205.148438
	Iteration 25Q: 3 clusters Score -2.168761e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353784 members 
Mstep: Class 2 contains 210543 members 
Entering Unmasked Estep 
Score: -21687876.000000 Penalty: 1205.148438
	Iteration 26Q: 3 clusters Score -2.168788e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356534 members 
Mstep: Class 2 contains 207793 members 
Entering Unmasked Estep 
Score: -21688346.000000 Penalty: 1205.148438
	Iteration 27Q: 3 clusters Score -2.168835e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359255 members 
Mstep: Class 2 contains 205072 members 
Entering Unmasked Estep 
Score: -21688556.000000 Penalty: 1205.148438
	Iteration 28Q: 3 clusters Score -2.168856e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362053 members 
Mstep: Class 2 contains 202274 members 
Entering Unmasked Estep 
Score: -21688880.000000 Penalty: 1205.148438
	Iteration 29Q: 3 clusters Score -2.168888e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364921 members 
Mstep: Class 2 contains 199406 members 
Entering Unmasked Estep 
Score: -21689006.000000 Penalty: 1205.148438
	Iteration 30Q: 3 clusters Score -2.168901e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367821 members 
Mstep: Class 2 contains 196506 members 
Entering Unmasked Estep 
Score: -21689402.000000 Penalty: 1205.148438
	Iteration 31Q: 3 clusters Score -2.16894e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370886 members 
Mstep: Class 2 contains 193441 members 
Entering Unmasked Estep 
Score: -21689662.000000 Penalty: 1205.148438
	Iteration 32Q: 3 clusters Score -2.168966e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374072 members 
Mstep: Class 2 contains 190255 members 
Entering Unmasked Estep 
Score: -21689866.000000 Penalty: 1205.148438
	Iteration 33Q: 3 clusters Score -2.168987e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377403 members 
Mstep: Class 2 contains 186924 members 
Entering Unmasked Estep 
Score: -21690012.000000 Penalty: 1205.148438
	Iteration 34Q: 3 clusters Score -2.169001e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380825 members 
Mstep: Class 2 contains 183502 members 
Entering Unmasked Estep 
Score: -21690378.000000 Penalty: 1205.148438
	Iteration 35Q: 3 clusters Score -2.169038e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384381 members 
Mstep: Class 2 contains 179946 members 
Entering Unmasked Estep 
Score: -21690658.000000 Penalty: 1205.148438
	Iteration 36Q: 3 clusters Score -2.169066e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388215 members 
Mstep: Class 2 contains 176112 members 
Entering Unmasked Estep 
Score: -21690960.000000 Penalty: 1205.148438
	Iteration 37Q: 3 clusters Score -2.169096e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392152 members 
Mstep: Class 2 contains 172175 members 
Entering Unmasked Estep 
Score: -21691722.000000 Penalty: 1205.148438
	Iteration 38Q: 3 clusters Score -2.169172e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396204 members 
Mstep: Class 2 contains 168123 members 
Entering Unmasked Estep 
Score: -21692178.000000 Penalty: 1205.148438
	Iteration 39Q: 3 clusters Score -2.169218e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400406 members 
Mstep: Class 2 contains 163921 members 
Entering Unmasked Estep 
Score: -21692700.000000 Penalty: 1205.148438
	Iteration 40F: 3 clusters Score -2.16927e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404684 members 
Mstep: Class 2 contains 159643 members 
Entering Unmasked Estep 
Score: -21693036.000000 Penalty: 1205.148438
	Iteration 41Q: 3 clusters Score -2.169304e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409005 members 
Mstep: Class 2 contains 155322 members 
Entering Unmasked Estep 
Score: -21693724.000000 Penalty: 1205.148438
	Iteration 42Q: 3 clusters Score -2.169372e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413252 members 
Mstep: Class 2 contains 151075 members 
Entering Unmasked Estep 
Score: -21694322.000000 Penalty: 1205.148438
	Iteration 43Q: 3 clusters Score -2.169432e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417439 members 
Mstep: Class 2 contains 146888 members 
Entering Unmasked Estep 
Score: -21694896.000000 Penalty: 1205.148438
	Iteration 44Q: 3 clusters Score -2.16949e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421380 members 
Mstep: Class 2 contains 142947 members 
Entering Unmasked Estep 
Score: -21695328.000000 Penalty: 1205.148438
	Iteration 45Q: 3 clusters Score -2.169533e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425153 members 
Mstep: Class 2 contains 139174 members 
Entering Unmasked Estep 
Score: -21695712.000000 Penalty: 1205.148438
	Iteration 46Q: 3 clusters Score -2.169571e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428750 members 
Mstep: Class 2 contains 135577 members 
Entering Unmasked Estep 
Score: -21696100.000000 Penalty: 1205.148438
	Iteration 47Q: 3 clusters Score -2.16961e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432224 members 
Mstep: Class 2 contains 132103 members 
Entering Unmasked Estep 
Score: -21696886.000000 Penalty: 1205.148438
	Iteration 48Q: 3 clusters Score -2.169689e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435703 members 
Mstep: Class 2 contains 128624 members 
Entering Unmasked Estep 
Score: -21697616.000000 Penalty: 1205.148438
	Iteration 49Q: 3 clusters Score -2.169762e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439040 members 
Mstep: Class 2 contains 125287 members 
Entering Unmasked Estep 
Score: -21698222.000000 Penalty: 1205.148438
	Iteration 50Q: 3 clusters Score -2.169822e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442018 members 
Mstep: Class 2 contains 122309 members 
Entering Unmasked Estep 
Score: -21698906.000000 Penalty: 1205.148438
	Iteration 51Q: 3 clusters Score -2.169891e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444854 members 
Mstep: Class 2 contains 119473 members 
Entering Unmasked Estep 
Score: -21699626.000000 Penalty: 1205.148438
	Iteration 52Q: 3 clusters Score -2.169963e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447705 members 
Mstep: Class 2 contains 116622 members 
Entering Unmasked Estep 
Score: -21700400.000000 Penalty: 1205.148438
	Iteration 53Q: 3 clusters Score -2.17004e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450337 members 
Mstep: Class 2 contains 113990 members 
Entering Unmasked Estep 
Score: -21701388.000000 Penalty: 1205.148438
	Iteration 54Q: 3 clusters Score -2.170139e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452977 members 
Mstep: Class 2 contains 111350 members 
Entering Unmasked Estep 
Score: -21702400.000000 Penalty: 1205.148438
	Iteration 55Q: 3 clusters Score -2.17024e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455600 members 
Mstep: Class 2 contains 108727 members 
Entering Unmasked Estep 
Score: -21703272.000000 Penalty: 1205.148438
	Iteration 56Q: 3 clusters Score -2.170327e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458294 members 
Mstep: Class 2 contains 106033 members 
Entering Unmasked Estep 
Score: -21704598.000000 Penalty: 1205.148438
	Iteration 57Q: 3 clusters Score -2.17046e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461143 members 
Mstep: Class 2 contains 103184 members 
Entering Unmasked Estep 
Score: -21705880.000000 Penalty: 1205.148438
	Iteration 58Q: 3 clusters Score -2.170588e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464003 members 
Mstep: Class 2 contains 100324 members 
Entering Unmasked Estep 
Score: -21707386.000000 Penalty: 1205.148438
	Iteration 59Q: 3 clusters Score -2.170739e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467007 members 
Mstep: Class 2 contains 97320 members 
Entering Unmasked Estep 
Score: -21709238.000000 Penalty: 1205.148438
	Iteration 60F: 3 clusters Score -2.170924e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470009 members 
Mstep: Class 2 contains 94318 members 
Entering Unmasked Estep 
Score: -21710920.000000 Penalty: 1205.148438
	Iteration 61Q: 3 clusters Score -2.171092e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473243 members 
Mstep: Class 2 contains 91084 members 
Entering Unmasked Estep 
Score: -21712956.000000 Penalty: 1205.148438
	Iteration 62Q: 3 clusters Score -2.171296e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476606 members 
Mstep: Class 2 contains 87721 members 
Entering Unmasked Estep 
Score: -21714668.000000 Penalty: 1205.148438
	Iteration 63Q: 3 clusters Score -2.171467e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480039 members 
Mstep: Class 2 contains 84288 members 
Entering Unmasked Estep 
Score: -21716738.000000 Penalty: 1205.148438
	Iteration 64Q: 3 clusters Score -2.171674e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483572 members 
Mstep: Class 2 contains 80755 members 
Entering Unmasked Estep 
Score: -21718926.000000 Penalty: 1205.148438
	Iteration 65Q: 3 clusters Score -2.171893e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487178 members 
Mstep: Class 2 contains 77149 members 
Entering Unmasked Estep 
Score: -21721096.000000 Penalty: 1205.148438
	Iteration 66Q: 3 clusters Score -2.17211e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490796 members 
Mstep: Class 2 contains 73531 members 
Entering Unmasked Estep 
Score: -21723320.000000 Penalty: 1205.148438
	Iteration 67Q: 3 clusters Score -2.172332e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494375 members 
Mstep: Class 2 contains 69952 members 
Entering Unmasked Estep 
Score: -21725946.000000 Penalty: 1205.148438
	Iteration 68Q: 3 clusters Score -2.172595e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497855 members 
Mstep: Class 2 contains 66472 members 
Entering Unmasked Estep 
Score: -21727872.000000 Penalty: 1205.148438
	Iteration 69Q: 3 clusters Score -2.172787e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501253 members 
Mstep: Class 2 contains 63074 members 
Entering Unmasked Estep 
Score: -21729368.000000 Penalty: 1205.148438
	Iteration 70Q: 3 clusters Score -2.172937e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504539 members 
Mstep: Class 2 contains 59788 members 
Entering Unmasked Estep 
Score: -21730882.000000 Penalty: 1205.148438
	Iteration 71Q: 3 clusters Score -2.173088e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507676 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -21732310.000000 Penalty: 1205.148438
	Iteration 72Q: 3 clusters Score -2.173231e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510614 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -21733350.000000 Penalty: 1205.148438
	Iteration 73Q: 3 clusters Score -2.173335e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513455 members 
Mstep: Class 2 contains 50872 members 
Entering Unmasked Estep 
Score: -21734558.000000 Penalty: 1205.148438
	Iteration 74Q: 3 clusters Score -2.173456e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516251 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -21735638.000000 Penalty: 1205.148438
	Iteration 75Q: 3 clusters Score -2.173564e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518896 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -21736702.000000 Penalty: 1205.148438
	Iteration 76Q: 3 clusters Score -2.17367e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521417 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -21737850.000000 Penalty: 1205.148438
	Iteration 77Q: 3 clusters Score -2.173785e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523868 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -21738896.000000 Penalty: 1205.148438
	Iteration 78Q: 3 clusters Score -2.17389e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526239 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -21739842.000000 Penalty: 1205.148438
	Iteration 79Q: 3 clusters Score -2.173984e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528441 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -21740814.000000 Penalty: 1205.148438
	Iteration 80F: 3 clusters Score -2.174081e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530418 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -21741694.000000 Penalty: 1205.148438
	Iteration 81Q: 3 clusters Score -2.174169e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532345 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -21742354.000000 Penalty: 1205.148438
	Iteration 82Q: 3 clusters Score -2.174235e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534194 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -21743112.000000 Penalty: 1205.148438
	Iteration 83Q: 3 clusters Score -2.174311e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535922 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -21743724.000000 Penalty: 1205.148438
	Iteration 84Q: 3 clusters Score -2.174372e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537594 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -21744378.000000 Penalty: 1205.148438
	Iteration 85Q: 3 clusters Score -2.174438e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539163 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -21744864.000000 Penalty: 1205.148438
	Iteration 86Q: 3 clusters Score -2.174486e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540614 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -21745326.000000 Penalty: 1205.148438
	Iteration 87Q: 3 clusters Score -2.174533e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541947 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -21745820.000000 Penalty: 1205.148438
	Iteration 88Q: 3 clusters Score -2.174582e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543167 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -21746180.000000 Penalty: 1205.148438
	Iteration 89Q: 3 clusters Score -2.174618e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544347 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -21746418.000000 Penalty: 1205.148438
	Iteration 90Q: 3 clusters Score -2.174642e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545360 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -21746774.000000 Penalty: 1205.148438
	Iteration 91Q: 3 clusters Score -2.174677e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546334 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -21747194.000000 Penalty: 1205.148438
	Iteration 92Q: 3 clusters Score -2.174719e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547215 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -21747602.000000 Penalty: 1205.148438
	Iteration 93Q: 3 clusters Score -2.17476e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548119 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -21747974.000000 Penalty: 1205.148438
	Iteration 94Q: 3 clusters Score -2.174797e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548983 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -21748240.000000 Penalty: 1205.148438
	Iteration 95Q: 3 clusters Score -2.174824e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549760 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -21748442.000000 Penalty: 1205.148438
	Iteration 96Q: 3 clusters Score -2.174844e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550490 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -21748718.000000 Penalty: 1205.148438
	Iteration 97Q: 3 clusters Score -2.174872e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551156 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -21748898.000000 Penalty: 1205.148438
	Iteration 98Q: 3 clusters Score -2.17489e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551775 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -21749074.000000 Penalty: 1205.148438
	Iteration 99Q: 3 clusters Score -2.174907e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552304 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -21749240.000000 Penalty: 1205.148438
	Iteration 100F: 3 clusters Score -2.174924e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552799 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -21749226.000000 Penalty: 1205.148438
	Iteration 101Q: 3 clusters Score -2.174923e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553315 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -21749348.000000 Penalty: 1205.148438
	Iteration 102Q: 3 clusters Score -2.174935e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553785 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -21749466.000000 Penalty: 1205.148438
	Iteration 103Q: 3 clusters Score -2.174947e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554230 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -21749528.000000 Penalty: 1205.148438
	Iteration 104Q: 3 clusters Score -2.174953e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554656 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -21749718.000000 Penalty: 1205.148438
	Iteration 105Q: 3 clusters Score -2.174972e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555059 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -21749870.000000 Penalty: 1205.148438
	Iteration 106Q: 3 clusters Score -2.174987e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555427 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -21750000.000000 Penalty: 1205.148438
	Iteration 107Q: 3 clusters Score -2.175e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555775 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -21750102.000000 Penalty: 1205.148438
	Iteration 108Q: 3 clusters Score -2.17501e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556073 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -21750220.000000 Penalty: 1205.148438
	Iteration 109Q: 3 clusters Score -2.175022e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556352 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -21750270.000000 Penalty: 1205.148438
	Iteration 110Q: 3 clusters Score -2.175027e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556606 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -21750366.000000 Penalty: 1205.148438
	Iteration 111Q: 3 clusters Score -2.175037e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556853 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -21750460.000000 Penalty: 1205.148438
	Iteration 112Q: 3 clusters Score -2.175046e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557084 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -21750514.000000 Penalty: 1205.148438
	Iteration 113Q: 3 clusters Score -2.175051e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557304 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -21750622.000000 Penalty: 1205.148438
	Iteration 114Q: 3 clusters Score -2.175062e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557533 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -21750712.000000 Penalty: 1205.148438
	Iteration 115Q: 3 clusters Score -2.175071e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557744 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -21750860.000000 Penalty: 1205.148438
	Iteration 116Q: 3 clusters Score -2.175086e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557927 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -21750894.000000 Penalty: 1205.148438
	Iteration 117Q: 3 clusters Score -2.175089e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558097 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -21750974.000000 Penalty: 1205.148438
	Iteration 118Q: 3 clusters Score -2.175097e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558261 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -21750948.000000 Penalty: 1205.148438
	Iteration 119Q: 3 clusters Score -2.175095e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558400 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -21751028.000000 Penalty: 1205.148438
	Iteration 120F: 3 clusters Score -2.175103e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558523 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -21751076.000000 Penalty: 1205.148438
	Iteration 121Q: 3 clusters Score -2.175108e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558630 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -21751138.000000 Penalty: 1205.148438
	Iteration 122Q: 3 clusters Score -2.175114e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558743 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -21751178.000000 Penalty: 1205.148438
	Iteration 123Q: 3 clusters Score -2.175118e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558843 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -21751214.000000 Penalty: 1205.148438
	Iteration 124Q: 3 clusters Score -2.175121e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558930 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -21751270.000000 Penalty: 1205.148438
	Iteration 125Q: 3 clusters Score -2.175127e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559011 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -21751294.000000 Penalty: 1205.148438
	Iteration 126Q: 3 clusters Score -2.175129e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559088 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -21751294.000000 Penalty: 1205.148438
	Iteration 127Q: 3 clusters Score -2.175129e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559157 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -21751312.000000 Penalty: 1205.148438
	Iteration 128Q: 3 clusters Score -2.175131e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559211 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -21751316.000000 Penalty: 1205.148438
	Iteration 129Q: 3 clusters Score -2.175132e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559256 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -21751326.000000 Penalty: 1205.148438
	Iteration 130Q: 3 clusters Score -2.175133e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559296 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -21751348.000000 Penalty: 1205.148438
	Iteration 131Q: 3 clusters Score -2.175135e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559333 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -21751330.000000 Penalty: 1205.148438
	Iteration 132Q: 3 clusters Score -2.175133e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559368 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -21751340.000000 Penalty: 1205.148438
	Iteration 133Q: 3 clusters Score -2.175134e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559407 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -21751326.000000 Penalty: 1205.148438
	Iteration 134Q: 3 clusters Score -2.175133e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559436 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -21751328.000000 Penalty: 1205.148438
	Iteration 135Q: 3 clusters Score -2.175133e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559459 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -21751334.000000 Penalty: 1205.148438
	Iteration 136Q: 3 clusters Score -2.175133e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559480 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -21751340.000000 Penalty: 1205.148438
	Iteration 137Q: 3 clusters Score -2.175134e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559504 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -21751320.000000 Penalty: 1205.148438
	Iteration 138Q: 3 clusters Score -2.175132e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559521 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -21751324.000000 Penalty: 1205.148438
	Iteration 139Q: 3 clusters Score -2.175132e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559541 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -21751326.000000 Penalty: 1205.148438
	Iteration 140F: 3 clusters Score -2.175133e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559566 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -21751328.000000 Penalty: 1205.148438
	Iteration 141Q: 3 clusters Score -2.175133e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559577 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -21751328.000000 Penalty: 1205.148438
	Iteration 142Q: 3 clusters Score -2.175133e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559595 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -21751322.000000 Penalty: 1205.148438
	Iteration 143Q: 3 clusters Score -2.175132e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559611 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -21751336.000000 Penalty: 1205.148438
	Iteration 144Q: 3 clusters Score -2.175134e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559626 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -21751360.000000 Penalty: 1205.148438
	Iteration 145Q: 3 clusters Score -2.175136e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559642 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -21751368.000000 Penalty: 1205.148438
	Iteration 146Q: 3 clusters Score -2.175137e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559660 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -21751374.000000 Penalty: 1205.148438
	Iteration 147Q: 3 clusters Score -2.175137e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559682 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -21751384.000000 Penalty: 1205.148438
	Iteration 148Q: 3 clusters Score -2.175138e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559703 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -21751366.000000 Penalty: 1205.148438
	Iteration 149Q: 3 clusters Score -2.175137e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559724 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -21751382.000000 Penalty: 1205.148438
	Iteration 150Q: 3 clusters Score -2.175138e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559736 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -21751380.000000 Penalty: 1205.148438
	Iteration 151Q: 3 clusters Score -2.175138e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559762 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -21751380.000000 Penalty: 1205.148438
	Iteration 152Q: 3 clusters Score -2.175138e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559791 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -21751386.000000 Penalty: 1205.148438
	Iteration 153Q: 3 clusters Score -2.175139e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559814 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -21751402.000000 Penalty: 1205.148438
	Iteration 154Q: 3 clusters Score -2.17514e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559833 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -21751398.000000 Penalty: 1205.148438
	Iteration 155Q: 3 clusters Score -2.17514e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559860 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -21751400.000000 Penalty: 1205.148438
	Iteration 156Q: 3 clusters Score -2.17514e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559886 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -21751396.000000 Penalty: 1205.148438
	Iteration 157Q: 3 clusters Score -2.17514e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559910 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -21751414.000000 Penalty: 1205.148438
	Iteration 158Q: 3 clusters Score -2.175141e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559935 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -21751402.000000 Penalty: 1205.148438
	Iteration 159Q: 3 clusters Score -2.17514e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559950 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -21751396.000000 Penalty: 1205.148438
	Iteration 160F: 3 clusters Score -2.17514e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559979 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -21751396.000000 Penalty: 1205.148438
	Iteration 161Q: 3 clusters Score -2.17514e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560000 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -21751406.000000 Penalty: 1205.148438
	Iteration 162Q: 3 clusters Score -2.175141e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560013 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -21751412.000000 Penalty: 1205.148438
	Iteration 163Q: 3 clusters Score -2.175141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560018 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -21751408.000000 Penalty: 1205.148438
	Iteration 164Q: 3 clusters Score -2.175141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560025 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -21751420.000000 Penalty: 1205.148438
	Iteration 165Q: 3 clusters Score -2.175142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560030 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -21751420.000000 Penalty: 1205.148438
	Iteration 166Q: 3 clusters Score -2.175142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560036 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -21751434.000000 Penalty: 1205.148438
	Iteration 167Q: 3 clusters Score -2.175143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560040 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -21751428.000000 Penalty: 1205.148438
	Iteration 168Q: 3 clusters Score -2.175143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560043 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -21751432.000000 Penalty: 1205.148438
	Iteration 169Q: 3 clusters Score -2.175143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560046 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -21751430.000000 Penalty: 1205.148438
	Iteration 170Q: 3 clusters Score -2.175143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560046 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -21751424.000000 Penalty: 1205.148438
	Iteration 171Q: 3 clusters Score -2.175142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560047 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -21751424.000000 Penalty: 1205.148438
	Iteration 172Q: 3 clusters Score -2.175142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560048 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -21751418.000000 Penalty: 1205.148438
	Iteration 173Q: 3 clusters Score -2.175142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560049 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -21751418.000000 Penalty: 1205.148438
	Iteration 174Q: 3 clusters Score -2.175142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560050 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -21751420.000000 Penalty: 1205.148438
	Iteration 175Q: 3 clusters Score -2.175142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560053 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -21751406.000000 Penalty: 1205.148438
	Iteration 176Q: 3 clusters Score -2.175141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560058 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -21751404.000000 Penalty: 1205.148438
	Iteration 177Q: 3 clusters Score -2.17514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560060 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -21751400.000000 Penalty: 1205.148438
	Iteration 178Q: 3 clusters Score -2.17514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560062 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -21751388.000000 Penalty: 1205.148438
	Iteration 179Q: 3 clusters Score -2.175139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560063 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -21751390.000000 Penalty: 1205.148438
	Iteration 180F: 3 clusters Score -2.175139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Entering Unmasked Estep 
Score: -98995.375000 Penalty: 360.971436
	Iteration 0F: 2 clusters Score -98995.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -97005.250000 Penalty: 721.942871
	Iteration 0F: 3 clusters Score -97005.25 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -97792.289062 Penalty: 721.942871
	Iteration 1F: 3 clusters Score -97792.29 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -97901.593750 Penalty: 721.942871
	Iteration 2F: 3 clusters Score -97901.59 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -97988.312500 Penalty: 721.942871
	Iteration 3F: 3 clusters Score -97988.31 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -98078.257812 Penalty: 721.942871
	Iteration 4Q: 3 clusters Score -98078.26 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -98181.453125 Penalty: 721.942871
	Iteration 5Q: 3 clusters Score -98181.45 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -98271.585938 Penalty: 721.942871
	Iteration 6Q: 3 clusters Score -98271.59 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -98333.781250 Penalty: 721.942871
	Iteration 7Q: 3 clusters Score -98333.78 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -98386.164062 Penalty: 721.942871
	Iteration 8Q: 3 clusters Score -98386.16 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -98436.781250 Penalty: 721.942871
	Iteration 9Q: 3 clusters Score -98436.78 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -98488.570312 Penalty: 721.942871
	Iteration 10Q: 3 clusters Score -98488.57 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -98540.492188 Penalty: 721.942871
	Iteration 11Q: 3 clusters Score -98540.49 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -98578.554688 Penalty: 721.942871
	Iteration 12Q: 3 clusters Score -98578.55 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -98613.109375 Penalty: 721.942871
	Iteration 13Q: 3 clusters Score -98613.11 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -98645.398438 Penalty: 721.942871
	Iteration 14Q: 3 clusters Score -98645.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -98683.039062 Penalty: 721.942871
	Iteration 15Q: 3 clusters Score -98683.04 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -98721.523438 Penalty: 721.942871
	Iteration 16Q: 3 clusters Score -98721.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -98753.203125 Penalty: 721.942871
	Iteration 17Q: 3 clusters Score -98753.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -98771.664062 Penalty: 721.942871
	Iteration 18Q: 3 clusters Score -98771.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -98780.750000 Penalty: 721.942871
	Iteration 19Q: 3 clusters Score -98780.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -98786.296875 Penalty: 721.942871
	Iteration 20F: 3 clusters Score -98786.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -98790.632812 Penalty: 721.942871
	Iteration 21Q: 3 clusters Score -98790.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -98793.226562 Penalty: 721.942871
	Iteration 22Q: 3 clusters Score -98793.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -98795.156250 Penalty: 721.942871
	Iteration 23Q: 3 clusters Score -98795.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -98797.414062 Penalty: 721.942871
	Iteration 24Q: 3 clusters Score -98797.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -98798.960938 Penalty: 721.942871
	Iteration 25Q: 3 clusters Score -98798.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -98800.609375 Penalty: 721.942871
	Iteration 26Q: 3 clusters Score -98800.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -98801.554688 Penalty: 721.942871
	Iteration 27Q: 3 clusters Score -98801.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -98802.500000 Penalty: 721.942871
	Iteration 28Q: 3 clusters Score -98802.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -98803.578125 Penalty: 721.942871
	Iteration 29Q: 3 clusters Score -98803.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -98804.109375 Penalty: 721.942871
	Iteration 30Q: 3 clusters Score -98804.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -98804.375000 Penalty: 721.942871
	Iteration 31Q: 3 clusters Score -98804.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -98804.796875 Penalty: 721.942871
	Iteration 32Q: 3 clusters Score -98804.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -98805.882812 Penalty: 721.942871
	Iteration 33Q: 3 clusters Score -98805.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -98806.007812 Penalty: 721.942871
	Iteration 34Q: 3 clusters Score -98806.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -98806.210938 Penalty: 721.942871
	Iteration 35Q: 3 clusters Score -98806.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -98806.210938 Penalty: 721.942871
	Iteration 36F: 3 clusters Score -98806.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Entering Unmasked Estep 
Score: -806257.562500 Penalty: 454.053497
	Iteration 0F: 2 clusters Score -806257.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -791836.750000 Penalty: 908.106995
	Iteration 0F: 3 clusters Score -791836.8 nChanged 10353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -797992.937500 Penalty: 908.106995
	Iteration 1F: 3 clusters Score -797992.9 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -798529.937500 Penalty: 908.106995
	Iteration 2F: 3 clusters Score -798529.9 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -799172.875000 Penalty: 908.106995
	Iteration 3F: 3 clusters Score -799172.9 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -799915.812500 Penalty: 908.106995
	Iteration 4F: 3 clusters Score -799915.8 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -800814.187500 Penalty: 908.106995
	Iteration 5F: 3 clusters Score -800814.2 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -801829.187500 Penalty: 908.106995
	Iteration 6F: 3 clusters Score -801829.2 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -802967.875000 Penalty: 908.106995
	Iteration 7F: 3 clusters Score -802967.9 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -803995.562500 Penalty: 908.106995
	Iteration 8F: 3 clusters Score -803995.6 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -804770.625000 Penalty: 908.106995
	Iteration 9Q: 3 clusters Score -804770.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -805290.937500 Penalty: 908.106995
	Iteration 10Q: 3 clusters Score -805290.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -805574.687500 Penalty: 908.106995
	Iteration 11Q: 3 clusters Score -805574.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -805686.625000 Penalty: 908.106995
	Iteration 12Q: 3 clusters Score -805686.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -805740.312500 Penalty: 908.106995
	Iteration 13Q: 3 clusters Score -805740.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -805784.625000 Penalty: 908.106995
	Iteration 14Q: 3 clusters Score -805784.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -805811.000000 Penalty: 908.106995
	Iteration 15Q: 3 clusters Score -805811 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -805825.937500 Penalty: 908.106995
	Iteration 16Q: 3 clusters Score -805825.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -805844.000000 Penalty: 908.106995
	Iteration 17Q: 3 clusters Score -805844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -805856.750000 Penalty: 908.106995
	Iteration 18Q: 3 clusters Score -805856.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -805870.000000 Penalty: 908.106995
	Iteration 19Q: 3 clusters Score -805870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -805882.500000 Penalty: 908.106995
	Iteration 20F: 3 clusters Score -805882.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -805891.687500 Penalty: 908.106995
	Iteration 21Q: 3 clusters Score -805891.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -805898.937500 Penalty: 908.106995
	Iteration 22Q: 3 clusters Score -805898.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -805901.937500 Penalty: 908.106995
	Iteration 23Q: 3 clusters Score -805901.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -805905.062500 Penalty: 908.106995
	Iteration 24Q: 3 clusters Score -805905.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -805907.062500 Penalty: 908.106995
	Iteration 25Q: 3 clusters Score -805907.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -805909.500000 Penalty: 908.106995
	Iteration 26Q: 3 clusters Score -805909.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -805912.500000 Penalty: 908.106995
	Iteration 27Q: 3 clusters Score -805912.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -805914.750000 Penalty: 908.106995
	Iteration 28Q: 3 clusters Score -805914.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -805920.062500 Penalty: 908.106995
	Iteration 29Q: 3 clusters Score -805920.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -805921.437500 Penalty: 908.106995
	Iteration 30Q: 3 clusters Score -805921.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -805921.500000 Penalty: 908.106995
	Iteration 31Q: 3 clusters Score -805921.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -805923.250000 Penalty: 908.106995
	Iteration 32Q: 3 clusters Score -805923.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -805923.187500 Penalty: 908.106995
	Iteration 33Q: 3 clusters Score -805923.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -805923.187500 Penalty: 908.106995
	Iteration 34F: 3 clusters Score -805923.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Entering Unmasked Estep 
Score: -220263.906250 Penalty: 396.647095
	Iteration 0F: 2 clusters Score -220263.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -216165.312500 Penalty: 793.294189
	Iteration 0F: 3 clusters Score -216165.3 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -217743.125000 Penalty: 793.294189
	Iteration 1F: 3 clusters Score -217743.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -217889.828125 Penalty: 793.294189
	Iteration 2F: 3 clusters Score -217889.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -218028.281250 Penalty: 793.294189
	Iteration 3F: 3 clusters Score -218028.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -218163.187500 Penalty: 793.294189
	Iteration 4Q: 3 clusters Score -218163.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -218320.234375 Penalty: 793.294189
	Iteration 5Q: 3 clusters Score -218320.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -218510.468750 Penalty: 793.294189
	Iteration 6Q: 3 clusters Score -218510.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -218726.062500 Penalty: 793.294189
	Iteration 7F: 3 clusters Score -218726.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -218953.328125 Penalty: 793.294189
	Iteration 8F: 3 clusters Score -218953.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -219192.859375 Penalty: 793.294189
	Iteration 9Q: 3 clusters Score -219192.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -219403.015625 Penalty: 793.294189
	Iteration 10Q: 3 clusters Score -219403 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -219557.703125 Penalty: 793.294189
	Iteration 11Q: 3 clusters Score -219557.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -219665.953125 Penalty: 793.294189
	Iteration 12Q: 3 clusters Score -219666 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -219739.562500 Penalty: 793.294189
	Iteration 13Q: 3 clusters Score -219739.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -219781.343750 Penalty: 793.294189
	Iteration 14Q: 3 clusters Score -219781.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -219812.968750 Penalty: 793.294189
	Iteration 15Q: 3 clusters Score -219813 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -219835.250000 Penalty: 793.294189
	Iteration 16Q: 3 clusters Score -219835.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -219852.750000 Penalty: 793.294189
	Iteration 17Q: 3 clusters Score -219852.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -219868.187500 Penalty: 793.294189
	Iteration 18Q: 3 clusters Score -219868.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -219883.609375 Penalty: 793.294189
	Iteration 19Q: 3 clusters Score -219883.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -219893.000000 Penalty: 793.294189
	Iteration 20F: 3 clusters Score -219893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -219903.218750 Penalty: 793.294189
	Iteration 21Q: 3 clusters Score -219903.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -219911.437500 Penalty: 793.294189
	Iteration 22Q: 3 clusters Score -219911.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -219917.796875 Penalty: 793.294189
	Iteration 23Q: 3 clusters Score -219917.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -219924.421875 Penalty: 793.294189
	Iteration 24Q: 3 clusters Score -219924.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -219932.796875 Penalty: 793.294189
	Iteration 25Q: 3 clusters Score -219932.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -219939.765625 Penalty: 793.294189
	Iteration 26Q: 3 clusters Score -219939.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -219945.484375 Penalty: 793.294189
	Iteration 27Q: 3 clusters Score -219945.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -219951.359375 Penalty: 793.294189
	Iteration 28Q: 3 clusters Score -219951.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -219955.968750 Penalty: 793.294189
	Iteration 29Q: 3 clusters Score -219956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -219960.625000 Penalty: 793.294189
	Iteration 30Q: 3 clusters Score -219960.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -219964.156250 Penalty: 793.294189
	Iteration 31Q: 3 clusters Score -219964.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -219971.062500 Penalty: 793.294189
	Iteration 32Q: 3 clusters Score -219971.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -219977.093750 Penalty: 793.294189
	Iteration 33Q: 3 clusters Score -219977.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -219981.953125 Penalty: 793.294189
	Iteration 34Q: 3 clusters Score -219982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -219983.031250 Penalty: 793.294189
	Iteration 35Q: 3 clusters Score -219983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -219984.593750 Penalty: 793.294189
	Iteration 36Q: 3 clusters Score -219984.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -219986.093750 Penalty: 793.294189
	Iteration 37Q: 3 clusters Score -219986.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -219989.218750 Penalty: 793.294189
	Iteration 38Q: 3 clusters Score -219989.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -219990.250000 Penalty: 793.294189
	Iteration 39Q: 3 clusters Score -219990.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -219991.171875 Penalty: 793.294189
	Iteration 40F: 3 clusters Score -219991.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -219992.156250 Penalty: 793.294189
	Iteration 41Q: 3 clusters Score -219992.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -219993.859375 Penalty: 793.294189
	Iteration 42Q: 3 clusters Score -219993.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -219994.171875 Penalty: 793.294189
	Iteration 43Q: 3 clusters Score -219994.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -219994.921875 Penalty: 793.294189
	Iteration 44Q: 3 clusters Score -219994.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -219994.921875 Penalty: 793.294189
	Iteration 45F: 3 clusters Score -219994.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -227605.140625 Penalty: 398.500610
	Iteration 0F: 2 clusters Score -227605.1 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 3151 members 
Entering Unmasked Estep 
Score: -223278.265625 Penalty: 797.001221
	Iteration 0F: 3 clusters Score -223278.3 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -225000.937500 Penalty: 797.001221
	Iteration 1F: 3 clusters Score -225000.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -225292.656250 Penalty: 797.001221
	Iteration 2F: 3 clusters Score -225292.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -225642.406250 Penalty: 797.001221
	Iteration 3F: 3 clusters Score -225642.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -226068.484375 Penalty: 797.001221
	Iteration 4F: 3 clusters Score -226068.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -226513.171875 Penalty: 797.001221
	Iteration 5F: 3 clusters Score -226513.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -226832.000000 Penalty: 797.001221
	Iteration 6F: 3 clusters Score -226832 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -227031.281250 Penalty: 797.001221
	Iteration 7Q: 3 clusters Score -227031.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -227158.093750 Penalty: 797.001221
	Iteration 8Q: 3 clusters Score -227158.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -227245.109375 Penalty: 797.001221
	Iteration 9Q: 3 clusters Score -227245.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -227290.562500 Penalty: 797.001221
	Iteration 10Q: 3 clusters Score -227290.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -227322.515625 Penalty: 797.001221
	Iteration 11Q: 3 clusters Score -227322.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -227335.437500 Penalty: 797.001221
	Iteration 12Q: 3 clusters Score -227335.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -227346.937500 Penalty: 797.001221
	Iteration 13Q: 3 clusters Score -227346.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -227357.421875 Penalty: 797.001221
	Iteration 14Q: 3 clusters Score -227357.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -227370.734375 Penalty: 797.001221
	Iteration 15Q: 3 clusters Score -227370.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -227386.921875 Penalty: 797.001221
	Iteration 16Q: 3 clusters Score -227386.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -227397.968750 Penalty: 797.001221
	Iteration 17Q: 3 clusters Score -227398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -227405.515625 Penalty: 797.001221
	Iteration 18Q: 3 clusters Score -227405.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -227410.531250 Penalty: 797.001221
	Iteration 19Q: 3 clusters Score -227410.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -227414.312500 Penalty: 797.001221
	Iteration 20F: 3 clusters Score -227414.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -227420.937500 Penalty: 797.001221
	Iteration 21Q: 3 clusters Score -227420.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -227424.843750 Penalty: 797.001221
	Iteration 22Q: 3 clusters Score -227424.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -227428.406250 Penalty: 797.001221
	Iteration 23Q: 3 clusters Score -227428.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -227430.156250 Penalty: 797.001221
	Iteration 24Q: 3 clusters Score -227430.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -227430.546875 Penalty: 797.001221
	Iteration 25Q: 3 clusters Score -227430.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -227430.953125 Penalty: 797.001221
	Iteration 26Q: 3 clusters Score -227431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -227430.765625 Penalty: 797.001221
	Iteration 27Q: 3 clusters Score -227430.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -227431.515625 Penalty: 797.001221
	Iteration 28Q: 3 clusters Score -227431.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -227431.562500 Penalty: 797.001221
	Iteration 29Q: 3 clusters Score -227431.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -227431.562500 Penalty: 797.001221
	Iteration 30F: 3 clusters Score -227431.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Entering Unmasked Estep 
Score: -49253.078125 Penalty: 339.583038
	Iteration 0F: 2 clusters Score -49253.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -47997.675781 Penalty: 679.166077
	Iteration 0F: 3 clusters Score -47997.68 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -48622.136719 Penalty: 679.166077
	Iteration 1F: 3 clusters Score -48622.14 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -48770.933594 Penalty: 679.166077
	Iteration 2F: 3 clusters Score -48770.93 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -48880.394531 Penalty: 679.166077
	Iteration 3F: 3 clusters Score -48880.39 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -48950.199219 Penalty: 679.166077
	Iteration 4F: 3 clusters Score -48950.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -48990.796875 Penalty: 679.166077
	Iteration 5Q: 3 clusters Score -48990.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -49024.355469 Penalty: 679.166077
	Iteration 6Q: 3 clusters Score -49024.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -49041.085938 Penalty: 679.166077
	Iteration 7Q: 3 clusters Score -49041.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -49046.023438 Penalty: 679.166077
	Iteration 8Q: 3 clusters Score -49046.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -49047.785156 Penalty: 679.166077
	Iteration 9Q: 3 clusters Score -49047.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -49049.875000 Penalty: 679.166077
	Iteration 10Q: 3 clusters Score -49049.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -49050.433594 Penalty: 679.166077
	Iteration 11Q: 3 clusters Score -49050.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -49050.703125 Penalty: 679.166077
	Iteration 12Q: 3 clusters Score -49050.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -49051.238281 Penalty: 679.166077
	Iteration 13Q: 3 clusters Score -49051.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -49051.304688 Penalty: 679.166077
	Iteration 14Q: 3 clusters Score -49051.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -49051.699219 Penalty: 679.166077
	Iteration 15Q: 3 clusters Score -49051.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -49051.699219 Penalty: 679.166077
	Iteration 16F: 3 clusters Score -49051.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Entering Unmasked Estep 
Score: -99254.007812 Penalty: 360.347260
	Iteration 0F: 2 clusters Score -99254.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -97339.265625 Penalty: 720.694519
	Iteration 0F: 3 clusters Score -97339.27 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -98011.203125 Penalty: 720.694519
	Iteration 1F: 3 clusters Score -98011.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -98132.625000 Penalty: 720.694519
	Iteration 2F: 3 clusters Score -98132.62 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -98254.859375 Penalty: 720.694519
	Iteration 3F: 3 clusters Score -98254.86 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -98358.453125 Penalty: 720.694519
	Iteration 4F: 3 clusters Score -98358.45 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -98425.140625 Penalty: 720.694519
	Iteration 5Q: 3 clusters Score -98425.14 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -98483.531250 Penalty: 720.694519
	Iteration 6Q: 3 clusters Score -98483.53 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -98546.070312 Penalty: 720.694519
	Iteration 7Q: 3 clusters Score -98546.07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -98609.007812 Penalty: 720.694519
	Iteration 8Q: 3 clusters Score -98609.01 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -98646.445312 Penalty: 720.694519
	Iteration 9Q: 3 clusters Score -98646.45 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -98688.796875 Penalty: 720.694519
	Iteration 10Q: 3 clusters Score -98688.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -98715.640625 Penalty: 720.694519
	Iteration 11Q: 3 clusters Score -98715.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -98735.625000 Penalty: 720.694519
	Iteration 12Q: 3 clusters Score -98735.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -98761.085938 Penalty: 720.694519
	Iteration 13Q: 3 clusters Score -98761.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -98785.445312 Penalty: 720.694519
	Iteration 14Q: 3 clusters Score -98785.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -98819.000000 Penalty: 720.694519
	Iteration 15Q: 3 clusters Score -98819 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -98852.250000 Penalty: 720.694519
	Iteration 16Q: 3 clusters Score -98852.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -98872.828125 Penalty: 720.694519
	Iteration 17Q: 3 clusters Score -98872.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -98886.320312 Penalty: 720.694519
	Iteration 18Q: 3 clusters Score -98886.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -98900.179688 Penalty: 720.694519
	Iteration 19Q: 3 clusters Score -98900.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -98923.320312 Penalty: 720.694519
	Iteration 20F: 3 clusters Score -98923.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -98940.031250 Penalty: 720.694519
	Iteration 21Q: 3 clusters Score -98940.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -98955.546875 Penalty: 720.694519
	Iteration 22Q: 3 clusters Score -98955.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -98970.101562 Penalty: 720.694519
	Iteration 23Q: 3 clusters Score -98970.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -98980.359375 Penalty: 720.694519
	Iteration 24Q: 3 clusters Score -98980.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -98985.390625 Penalty: 720.694519
	Iteration 25Q: 3 clusters Score -98985.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -98989.554688 Penalty: 720.694519
	Iteration 26Q: 3 clusters Score -98989.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -98993.109375 Penalty: 720.694519
	Iteration 27Q: 3 clusters Score -98993.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -98993.703125 Penalty: 720.694519
	Iteration 28Q: 3 clusters Score -98993.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -98993.960938 Penalty: 720.694519
	Iteration 29Q: 3 clusters Score -98993.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -98993.960938 Penalty: 720.694519
	Iteration 30F: 3 clusters Score -98993.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -26383.845703 Penalty: 299.102448
	Iteration 0F: 2 clusters Score -26383.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -25783.337891 Penalty: 598.204895
	Iteration 0F: 3 clusters Score -25783.34 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -25934.044922 Penalty: 598.204895
	Iteration 1F: 3 clusters Score -25934.04 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -25992.980469 Penalty: 598.204895
	Iteration 2F: 3 clusters Score -25992.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -26058.535156 Penalty: 598.204895
	Iteration 3F: 3 clusters Score -26058.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -26083.441406 Penalty: 598.204895
	Iteration 4Q: 3 clusters Score -26083.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -26096.833984 Penalty: 598.204895
	Iteration 5Q: 3 clusters Score -26096.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -26108.464844 Penalty: 598.204895
	Iteration 6Q: 3 clusters Score -26108.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -26120.478516 Penalty: 598.204895
	Iteration 7Q: 3 clusters Score -26120.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -26133.455078 Penalty: 598.204895
	Iteration 8Q: 3 clusters Score -26133.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -26145.406250 Penalty: 598.204895
	Iteration 9Q: 3 clusters Score -26145.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -26156.222656 Penalty: 598.204895
	Iteration 10Q: 3 clusters Score -26156.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -26161.462891 Penalty: 598.204895
	Iteration 11Q: 3 clusters Score -26161.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -26165.222656 Penalty: 598.204895
	Iteration 12Q: 3 clusters Score -26165.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -26167.998047 Penalty: 598.204895
	Iteration 13Q: 3 clusters Score -26168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -26173.982422 Penalty: 598.204895
	Iteration 14Q: 3 clusters Score -26173.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -26180.914062 Penalty: 598.204895
	Iteration 15Q: 3 clusters Score -26180.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -26185.740234 Penalty: 598.204895
	Iteration 16Q: 3 clusters Score -26185.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -26189.494141 Penalty: 598.204895
	Iteration 17Q: 3 clusters Score -26189.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -26193.550781 Penalty: 598.204895
	Iteration 18Q: 3 clusters Score -26193.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -26194.501953 Penalty: 598.204895
	Iteration 19Q: 3 clusters Score -26194.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -26196.044922 Penalty: 598.204895
	Iteration 20F: 3 clusters Score -26196.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -26197.382812 Penalty: 598.204895
	Iteration 21Q: 3 clusters Score -26197.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -26198.294922 Penalty: 598.204895
	Iteration 22Q: 3 clusters Score -26198.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -26201.826172 Penalty: 598.204895
	Iteration 23Q: 3 clusters Score -26201.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -26205.710938 Penalty: 598.204895
	Iteration 24Q: 3 clusters Score -26205.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -26206.669922 Penalty: 598.204895
	Iteration 25Q: 3 clusters Score -26206.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -26206.669922 Penalty: 598.204895
	Iteration 26F: 3 clusters Score -26206.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Entering Unmasked Estep 
Score: -69478.367188 Penalty: 344.689087
	Iteration 0F: 2 clusters Score -69478.37 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 974 members 
Entering Unmasked Estep 
Score: -68057.320312 Penalty: 689.378174
	Iteration 0F: 3 clusters Score -68057.32 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -68507.875000 Penalty: 689.378174
	Iteration 1F: 3 clusters Score -68507.88 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -68577.507812 Penalty: 689.378174
	Iteration 2F: 3 clusters Score -68577.51 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -68623.609375 Penalty: 689.378174
	Iteration 3F: 3 clusters Score -68623.61 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -68676.234375 Penalty: 689.378174
	Iteration 4F: 3 clusters Score -68676.23 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -68735.085938 Penalty: 689.378174
	Iteration 5Q: 3 clusters Score -68735.09 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -68805.437500 Penalty: 689.378174
	Iteration 6Q: 3 clusters Score -68805.44 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -68872.164062 Penalty: 689.378174
	Iteration 7Q: 3 clusters Score -68872.16 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -68932.093750 Penalty: 689.378174
	Iteration 8Q: 3 clusters Score -68932.09 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -68976.351562 Penalty: 689.378174
	Iteration 9Q: 3 clusters Score -68976.35 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -69020.687500 Penalty: 689.378174
	Iteration 10Q: 3 clusters Score -69020.69 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -69052.890625 Penalty: 689.378174
	Iteration 11Q: 3 clusters Score -69052.89 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -69070.890625 Penalty: 689.378174
	Iteration 12Q: 3 clusters Score -69070.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -69078.171875 Penalty: 689.378174
	Iteration 13Q: 3 clusters Score -69078.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -69084.039062 Penalty: 689.378174
	Iteration 14Q: 3 clusters Score -69084.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -69089.757812 Penalty: 689.378174
	Iteration 15Q: 3 clusters Score -69089.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -69093.476562 Penalty: 689.378174
	Iteration 16Q: 3 clusters Score -69093.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -69098.742188 Penalty: 689.378174
	Iteration 17Q: 3 clusters Score -69098.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -69105.578125 Penalty: 689.378174
	Iteration 18Q: 3 clusters Score -69105.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -69117.171875 Penalty: 689.378174
	Iteration 19Q: 3 clusters Score -69117.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -69126.476562 Penalty: 689.378174
	Iteration 20F: 3 clusters Score -69126.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -69132.546875 Penalty: 689.378174
	Iteration 21Q: 3 clusters Score -69132.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -69138.351562 Penalty: 689.378174
	Iteration 22Q: 3 clusters Score -69138.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -69144.085938 Penalty: 689.378174
	Iteration 23Q: 3 clusters Score -69144.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -69150.195312 Penalty: 689.378174
	Iteration 24Q: 3 clusters Score -69150.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -69152.101562 Penalty: 689.378174
	Iteration 25Q: 3 clusters Score -69152.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -69155.085938 Penalty: 689.378174
	Iteration 26Q: 3 clusters Score -69155.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -69156.132812 Penalty: 689.378174
	Iteration 27Q: 3 clusters Score -69156.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -69159.921875 Penalty: 689.378174
	Iteration 28Q: 3 clusters Score -69159.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -69162.296875 Penalty: 689.378174
	Iteration 29Q: 3 clusters Score -69162.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -69163.234375 Penalty: 689.378174
	Iteration 30Q: 3 clusters Score -69163.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -69163.851562 Penalty: 689.378174
	Iteration 31Q: 3 clusters Score -69163.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -69166.007812 Penalty: 689.378174
	Iteration 32Q: 3 clusters Score -69166.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -69168.953125 Penalty: 689.378174
	Iteration 33Q: 3 clusters Score -69168.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -69170.359375 Penalty: 689.378174
	Iteration 34Q: 3 clusters Score -69170.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -69172.546875 Penalty: 689.378174
	Iteration 35Q: 3 clusters Score -69172.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -69176.195312 Penalty: 689.378174
	Iteration 36Q: 3 clusters Score -69176.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -69177.171875 Penalty: 689.378174
	Iteration 37Q: 3 clusters Score -69177.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -69179.781250 Penalty: 689.378174
	Iteration 38Q: 3 clusters Score -69179.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -69181.648438 Penalty: 689.378174
	Iteration 39Q: 3 clusters Score -69181.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -69185.546875 Penalty: 689.378174
	Iteration 40F: 3 clusters Score -69185.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -69189.328125 Penalty: 689.378174
	Iteration 41Q: 3 clusters Score -69189.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -69193.781250 Penalty: 689.378174
	Iteration 42Q: 3 clusters Score -69193.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -69198.335938 Penalty: 689.378174
	Iteration 43Q: 3 clusters Score -69198.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -69199.734375 Penalty: 689.378174
	Iteration 44Q: 3 clusters Score -69199.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -69200.539062 Penalty: 689.378174
	Iteration 45Q: 3 clusters Score -69200.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -69201.476562 Penalty: 689.378174
	Iteration 46Q: 3 clusters Score -69201.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -69202.132812 Penalty: 689.378174
	Iteration 47Q: 3 clusters Score -69202.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -69202.414062 Penalty: 689.378174
	Iteration 48Q: 3 clusters Score -69202.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -69202.703125 Penalty: 689.378174
	Iteration 49Q: 3 clusters Score -69202.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -69203.328125 Penalty: 689.378174
	Iteration 50Q: 3 clusters Score -69203.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -69204.531250 Penalty: 689.378174
	Iteration 51Q: 3 clusters Score -69204.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -69205.460938 Penalty: 689.378174
	Iteration 52Q: 3 clusters Score -69205.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -69205.460938 Penalty: 689.378174
	Iteration 53F: 3 clusters Score -69205.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -56509.539062 Penalty: 343.959961
	Iteration 0F: 2 clusters Score -56509.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -55149.265625 Penalty: 687.919922
	Iteration 0F: 3 clusters Score -55149.27 nChanged 797
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: -55636.996094 Penalty: 687.919922
	Iteration 1F: 3 clusters Score -55637 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -55772.664062 Penalty: 687.919922
	Iteration 2F: 3 clusters Score -55772.66 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -55892.234375 Penalty: 687.919922
	Iteration 3F: 3 clusters Score -55892.23 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -56011.031250 Penalty: 687.919922
	Iteration 4F: 3 clusters Score -56011.03 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -56108.589844 Penalty: 687.919922
	Iteration 5F: 3 clusters Score -56108.59 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -56176.023438 Penalty: 687.919922
	Iteration 6Q: 3 clusters Score -56176.02 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -56218.171875 Penalty: 687.919922
	Iteration 7Q: 3 clusters Score -56218.17 nChanged 46
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: -56244.347656 Penalty: 687.919922
	Iteration 8Q: 3 clusters Score -56244.35 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -56270.519531 Penalty: 687.919922
	Iteration 9Q: 3 clusters Score -56270.52 nChanged 35
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: -56292.148438 Penalty: 687.919922
	Iteration 10Q: 3 clusters Score -56292.15 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -56311.675781 Penalty: 687.919922
	Iteration 11Q: 3 clusters Score -56311.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -56321.636719 Penalty: 687.919922
	Iteration 12Q: 3 clusters Score -56321.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -56330.722656 Penalty: 687.919922
	Iteration 13Q: 3 clusters Score -56330.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -56339.976562 Penalty: 687.919922
	Iteration 14Q: 3 clusters Score -56339.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -56346.859375 Penalty: 687.919922
	Iteration 15Q: 3 clusters Score -56346.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -56351.414062 Penalty: 687.919922
	Iteration 16Q: 3 clusters Score -56351.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -56357.203125 Penalty: 687.919922
	Iteration 17Q: 3 clusters Score -56357.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -56364.238281 Penalty: 687.919922
	Iteration 18Q: 3 clusters Score -56364.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -56374.660156 Penalty: 687.919922
	Iteration 19Q: 3 clusters Score -56374.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -56384.882812 Penalty: 687.919922
	Iteration 20F: 3 clusters Score -56384.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -56394.960938 Penalty: 687.919922
	Iteration 21Q: 3 clusters Score -56394.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -56401.875000 Penalty: 687.919922
	Iteration 22Q: 3 clusters Score -56401.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -56408.945312 Penalty: 687.919922
	Iteration 23Q: 3 clusters Score -56408.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -56414.324219 Penalty: 687.919922
	Iteration 24Q: 3 clusters Score -56414.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -56417.277344 Penalty: 687.919922
	Iteration 25Q: 3 clusters Score -56417.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -56419.222656 Penalty: 687.919922
	Iteration 26Q: 3 clusters Score -56419.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -56419.695312 Penalty: 687.919922
	Iteration 27Q: 3 clusters Score -56419.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -56420.007812 Penalty: 687.919922
	Iteration 28Q: 3 clusters Score -56420.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -56420.570312 Penalty: 687.919922
	Iteration 29Q: 3 clusters Score -56420.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -56420.906250 Penalty: 687.919922
	Iteration 30Q: 3 clusters Score -56420.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -56421.152344 Penalty: 687.919922
	Iteration 31Q: 3 clusters Score -56421.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -56421.625000 Penalty: 687.919922
	Iteration 32Q: 3 clusters Score -56421.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -56421.625000 Penalty: 687.919922
	Iteration 33F: 3 clusters Score -56421.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Entering Unmasked Estep 
Score: -149347.640625 Penalty: 377.966949
	Iteration 0F: 2 clusters Score -149347.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -146585.687500 Penalty: 755.933899
	Iteration 0F: 3 clusters Score -146585.7 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -147687.328125 Penalty: 755.933899
	Iteration 1F: 3 clusters Score -147687.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -147895.625000 Penalty: 755.933899
	Iteration 2F: 3 clusters Score -147895.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -148117.375000 Penalty: 755.933899
	Iteration 3F: 3 clusters Score -148117.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -148327.234375 Penalty: 755.933899
	Iteration 4F: 3 clusters Score -148327.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -148522.781250 Penalty: 755.933899
	Iteration 5F: 3 clusters Score -148522.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -148663.500000 Penalty: 755.933899
	Iteration 6Q: 3 clusters Score -148663.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -148754.984375 Penalty: 755.933899
	Iteration 7Q: 3 clusters Score -148755 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -148816.343750 Penalty: 755.933899
	Iteration 8Q: 3 clusters Score -148816.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -148879.250000 Penalty: 755.933899
	Iteration 9Q: 3 clusters Score -148879.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -148954.671875 Penalty: 755.933899
	Iteration 10Q: 3 clusters Score -148954.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -149009.546875 Penalty: 755.933899
	Iteration 11Q: 3 clusters Score -149009.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -149029.421875 Penalty: 755.933899
	Iteration 12Q: 3 clusters Score -149029.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -149043.093750 Penalty: 755.933899
	Iteration 13Q: 3 clusters Score -149043.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -149052.453125 Penalty: 755.933899
	Iteration 14Q: 3 clusters Score -149052.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -149060.453125 Penalty: 755.933899
	Iteration 15Q: 3 clusters Score -149060.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -149065.718750 Penalty: 755.933899
	Iteration 16Q: 3 clusters Score -149065.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -149067.156250 Penalty: 755.933899
	Iteration 17Q: 3 clusters Score -149067.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -149068.984375 Penalty: 755.933899
	Iteration 18Q: 3 clusters Score -149069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -149072.812500 Penalty: 755.933899
	Iteration 19Q: 3 clusters Score -149072.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -149075.703125 Penalty: 755.933899
	Iteration 20F: 3 clusters Score -149075.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -149076.953125 Penalty: 755.933899
	Iteration 21Q: 3 clusters Score -149077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -149077.015625 Penalty: 755.933899
	Iteration 22Q: 3 clusters Score -149077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -149077.015625 Penalty: 755.933899
	Iteration 23F: 3 clusters Score -149077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Entering Unmasked Estep 
Score: -46215.054688 Penalty: 327.822601
	Iteration 0F: 2 clusters Score -46215.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -45152.726562 Penalty: 655.645203
	Iteration 0F: 3 clusters Score -45152.73 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -45650.328125 Penalty: 655.645203
	Iteration 1F: 3 clusters Score -45650.33 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -45776.382812 Penalty: 655.645203
	Iteration 2F: 3 clusters Score -45776.38 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -45856.921875 Penalty: 655.645203
	Iteration 3F: 3 clusters Score -45856.92 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -45929.066406 Penalty: 655.645203
	Iteration 4F: 3 clusters Score -45929.07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -46013.000000 Penalty: 655.645203
	Iteration 5F: 3 clusters Score -46013 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -46110.007812 Penalty: 655.645203
	Iteration 6Q: 3 clusters Score -46110.01 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -46193.882812 Penalty: 655.645203
	Iteration 7Q: 3 clusters Score -46193.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -46243.929688 Penalty: 655.645203
	Iteration 8Q: 3 clusters Score -46243.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -46287.382812 Penalty: 655.645203
	Iteration 9Q: 3 clusters Score -46287.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -46307.574219 Penalty: 655.645203
	Iteration 10Q: 3 clusters Score -46307.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -46319.171875 Penalty: 655.645203
	Iteration 11Q: 3 clusters Score -46319.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -46324.648438 Penalty: 655.645203
	Iteration 12Q: 3 clusters Score -46324.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -46329.246094 Penalty: 655.645203
	Iteration 13Q: 3 clusters Score -46329.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -46330.324219 Penalty: 655.645203
	Iteration 14Q: 3 clusters Score -46330.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -46333.203125 Penalty: 655.645203
	Iteration 15Q: 3 clusters Score -46333.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -46338.687500 Penalty: 655.645203
	Iteration 16Q: 3 clusters Score -46338.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -46339.847656 Penalty: 655.645203
	Iteration 17Q: 3 clusters Score -46339.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -46340.617188 Penalty: 655.645203
	Iteration 18Q: 3 clusters Score -46340.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -46341.820312 Penalty: 655.645203
	Iteration 19Q: 3 clusters Score -46341.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -46342.558594 Penalty: 655.645203
	Iteration 20F: 3 clusters Score -46342.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -46342.976562 Penalty: 655.645203
	Iteration 21Q: 3 clusters Score -46342.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -46343.351562 Penalty: 655.645203
	Iteration 22Q: 3 clusters Score -46343.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -46344.957031 Penalty: 655.645203
	Iteration 23Q: 3 clusters Score -46344.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -46345.523438 Penalty: 655.645203
	Iteration 24Q: 3 clusters Score -46345.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -46345.523438 Penalty: 655.645203
	Iteration 25F: 3 clusters Score -46345.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1817 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 7103 members 
Mstep: Class 6 contains 8060 members 
Mstep: Class 7 contains 10657 members 
Mstep: Class 8 contains 16896 members 
Mstep: Class 9 contains 3676 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 6889 members 
Mstep: Class 12 contains 923 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 10074 members 
Mstep: Class 15 contains 11187 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 590251 members 
Mstep: Class 19 contains 6549 members 
Mstep: Class 20 contains 2272 members 
Mstep: Class 21 contains 9833 members 
Mstep: Class 22 contains 10560 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1569 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 13404 members 
Mstep: Class 27 contains 564327 members 
Mstep: Class 28 contains 2789 members 
Mstep: Class 29 contains 21573 members 
Mstep: Class 30 contains 6109 members 
Mstep: Class 31 contains 6363 members 
Mstep: Class 32 contains 1743 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1950 members 
Mstep: Class 36 contains 1919 members 
Mstep: Class 37 contains 4052 members 
Mstep: Class 38 contains 671 members 
Mstep: Class 39 contains 1206 members 
Mstep: Class 40 contains 11825 members 
Mstep: Class 41 contains 12279 members 
Mstep: Class 42 contains 4160 members 
Mstep: Class 43 contains 7284 members 
Mstep: Class 44 contains 342 members 
Mstep: Class 45 contains 675 members 
Entering Unmasked Estep 
Score: -50385228.000000 Penalty: 28958.546875
Splitting cluster 38 changes total score from -50385384.000000 to -50385228.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Entering Unmasked Estep 
Score: -42931.613281 Penalty: 322.825409
	Iteration 0F: 2 clusters Score -42931.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -42026.765625 Penalty: 645.650818
	Iteration 0F: 3 clusters Score -42026.77 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -42444.699219 Penalty: 645.650818
	Iteration 1F: 3 clusters Score -42444.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -42541.789062 Penalty: 645.650818
	Iteration 2F: 3 clusters Score -42541.79 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -42602.769531 Penalty: 645.650818
	Iteration 3F: 3 clusters Score -42602.77 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -42648.667969 Penalty: 645.650818
	Iteration 4Q: 3 clusters Score -42648.67 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -42678.500000 Penalty: 645.650818
	Iteration 5Q: 3 clusters Score -42678.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -42702.226562 Penalty: 645.650818
	Iteration 6Q: 3 clusters Score -42702.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -42718.292969 Penalty: 645.650818
	Iteration 7Q: 3 clusters Score -42718.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -42727.082031 Penalty: 645.650818
	Iteration 8Q: 3 clusters Score -42727.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -42740.019531 Penalty: 645.650818
	Iteration 9Q: 3 clusters Score -42740.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -42757.070312 Penalty: 645.650818
	Iteration 10Q: 3 clusters Score -42757.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -42766.699219 Penalty: 645.650818
	Iteration 11Q: 3 clusters Score -42766.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -42771.550781 Penalty: 645.650818
	Iteration 12Q: 3 clusters Score -42771.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -42776.777344 Penalty: 645.650818
	Iteration 13Q: 3 clusters Score -42776.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -42781.507812 Penalty: 645.650818
	Iteration 14Q: 3 clusters Score -42781.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -42785.636719 Penalty: 645.650818
	Iteration 15Q: 3 clusters Score -42785.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -42788.761719 Penalty: 645.650818
	Iteration 16Q: 3 clusters Score -42788.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -42790.070312 Penalty: 645.650818
	Iteration 17Q: 3 clusters Score -42790.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -42791.097656 Penalty: 645.650818
	Iteration 18Q: 3 clusters Score -42791.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -42791.617188 Penalty: 645.650818
	Iteration 19Q: 3 clusters Score -42791.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -42792.140625 Penalty: 645.650818
	Iteration 20F: 3 clusters Score -42792.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -42792.535156 Penalty: 645.650818
	Iteration 21Q: 3 clusters Score -42792.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -42792.796875 Penalty: 645.650818
	Iteration 22Q: 3 clusters Score -42792.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -42792.796875 Penalty: 645.650818
	Iteration 23F: 3 clusters Score -42792.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (11825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Entering Unmasked Estep 
Score: -442578.562500 Penalty: 426.697723
	Iteration 0F: 2 clusters Score -442578.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -434654.968750 Penalty: 853.395447
	Iteration 0F: 3 clusters Score -434655 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -438163.968750 Penalty: 853.395447
	Iteration 1F: 3 clusters Score -438164 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -438511.468750 Penalty: 853.395447
	Iteration 2F: 3 clusters Score -438511.5 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -438938.406250 Penalty: 853.395447
	Iteration 3F: 3 clusters Score -438938.4 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -439459.312500 Penalty: 853.395447
	Iteration 4F: 3 clusters Score -439459.3 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -440021.062500 Penalty: 853.395447
	Iteration 5F: 3 clusters Score -440021.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -440369.562500 Penalty: 853.395447
	Iteration 6F: 3 clusters Score -440369.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -440540.593750 Penalty: 853.395447
	Iteration 7Q: 3 clusters Score -440540.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -440627.375000 Penalty: 853.395447
	Iteration 8Q: 3 clusters Score -440627.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -440692.968750 Penalty: 853.395447
	Iteration 9Q: 3 clusters Score -440693 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -440765.187500 Penalty: 853.395447
	Iteration 10Q: 3 clusters Score -440765.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -440843.906250 Penalty: 853.395447
	Iteration 11Q: 3 clusters Score -440843.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -440916.843750 Penalty: 853.395447
	Iteration 12Q: 3 clusters Score -440916.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -440989.875000 Penalty: 853.395447
	Iteration 13Q: 3 clusters Score -440989.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -441081.531250 Penalty: 853.395447
	Iteration 14Q: 3 clusters Score -441081.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -441182.625000 Penalty: 853.395447
	Iteration 15Q: 3 clusters Score -441182.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -441284.625000 Penalty: 853.395447
	Iteration 16Q: 3 clusters Score -441284.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -441388.843750 Penalty: 853.395447
	Iteration 17Q: 3 clusters Score -441388.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -441498.281250 Penalty: 853.395447
	Iteration 18Q: 3 clusters Score -441498.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -441613.750000 Penalty: 853.395447
	Iteration 19Q: 3 clusters Score -441613.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -441726.562500 Penalty: 853.395447
	Iteration 20F: 3 clusters Score -441726.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -441821.906250 Penalty: 853.395447
	Iteration 21Q: 3 clusters Score -441821.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -441892.593750 Penalty: 853.395447
	Iteration 22Q: 3 clusters Score -441892.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -441950.968750 Penalty: 853.395447
	Iteration 23Q: 3 clusters Score -441951 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -441996.781250 Penalty: 853.395447
	Iteration 24Q: 3 clusters Score -441996.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -442034.187500 Penalty: 853.395447
	Iteration 25Q: 3 clusters Score -442034.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -442066.937500 Penalty: 853.395447
	Iteration 26Q: 3 clusters Score -442066.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -442097.593750 Penalty: 853.395447
	Iteration 27Q: 3 clusters Score -442097.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -442119.250000 Penalty: 853.395447
	Iteration 28Q: 3 clusters Score -442119.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -442143.531250 Penalty: 853.395447
	Iteration 29Q: 3 clusters Score -442143.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -442155.156250 Penalty: 853.395447
	Iteration 30Q: 3 clusters Score -442155.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -442164.750000 Penalty: 853.395447
	Iteration 31Q: 3 clusters Score -442164.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -442170.718750 Penalty: 853.395447
	Iteration 32Q: 3 clusters Score -442170.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -442176.000000 Penalty: 853.395447
	Iteration 33Q: 3 clusters Score -442176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -442180.906250 Penalty: 853.395447
	Iteration 34Q: 3 clusters Score -442180.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -442185.500000 Penalty: 853.395447
	Iteration 35Q: 3 clusters Score -442185.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -442191.781250 Penalty: 853.395447
	Iteration 36Q: 3 clusters Score -442191.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -442193.968750 Penalty: 853.395447
	Iteration 37Q: 3 clusters Score -442194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -442196.281250 Penalty: 853.395447
	Iteration 38Q: 3 clusters Score -442196.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -442198.812500 Penalty: 853.395447
	Iteration 39Q: 3 clusters Score -442198.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -442200.968750 Penalty: 853.395447
	Iteration 40F: 3 clusters Score -442201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -442202.625000 Penalty: 853.395447
	Iteration 41Q: 3 clusters Score -442202.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -442205.125000 Penalty: 853.395447
	Iteration 42Q: 3 clusters Score -442205.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -442207.687500 Penalty: 853.395447
	Iteration 43Q: 3 clusters Score -442207.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -442211.312500 Penalty: 853.395447
	Iteration 44Q: 3 clusters Score -442211.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -442212.562500 Penalty: 853.395447
	Iteration 45Q: 3 clusters Score -442212.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -442215.343750 Penalty: 853.395447
	Iteration 46Q: 3 clusters Score -442215.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -442216.718750 Penalty: 853.395447
	Iteration 47Q: 3 clusters Score -442216.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -442222.031250 Penalty: 853.395447
	Iteration 48Q: 3 clusters Score -442222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -442225.062500 Penalty: 853.395447
	Iteration 49Q: 3 clusters Score -442225.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -442227.343750 Penalty: 853.395447
	Iteration 50Q: 3 clusters Score -442227.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -442227.343750 Penalty: 853.395447
	Iteration 51F: 3 clusters Score -442227.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (12279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Entering Unmasked Estep 
Score: -451151.218750 Penalty: 428.411865
	Iteration 0F: 2 clusters Score -451151.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -442999.000000 Penalty: 856.823730
	Iteration 0F: 3 clusters Score -442999 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -446844.125000 Penalty: 856.823730
	Iteration 1F: 3 clusters Score -446844.1 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -447455.937500 Penalty: 856.823730
	Iteration 2F: 3 clusters Score -447455.9 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -448182.843750 Penalty: 856.823730
	Iteration 3F: 3 clusters Score -448182.8 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -449007.531250 Penalty: 856.823730
	Iteration 4F: 3 clusters Score -449007.5 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -449626.343750 Penalty: 856.823730
	Iteration 5F: 3 clusters Score -449626.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -450001.656250 Penalty: 856.823730
	Iteration 6Q: 3 clusters Score -450001.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -450247.312500 Penalty: 856.823730
	Iteration 7Q: 3 clusters Score -450247.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -450439.218750 Penalty: 856.823730
	Iteration 8Q: 3 clusters Score -450439.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -450591.000000 Penalty: 856.823730
	Iteration 9Q: 3 clusters Score -450591 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -450692.750000 Penalty: 856.823730
	Iteration 10Q: 3 clusters Score -450692.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -450783.625000 Penalty: 856.823730
	Iteration 11Q: 3 clusters Score -450783.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -450859.312500 Penalty: 856.823730
	Iteration 12Q: 3 clusters Score -450859.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -450927.000000 Penalty: 856.823730
	Iteration 13Q: 3 clusters Score -450927 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -450988.000000 Penalty: 856.823730
	Iteration 14Q: 3 clusters Score -450988 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -451031.500000 Penalty: 856.823730
	Iteration 15Q: 3 clusters Score -451031.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -451058.468750 Penalty: 856.823730
	Iteration 16Q: 3 clusters Score -451058.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -451083.062500 Penalty: 856.823730
	Iteration 17Q: 3 clusters Score -451083.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -451101.625000 Penalty: 856.823730
	Iteration 18Q: 3 clusters Score -451101.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -451114.593750 Penalty: 856.823730
	Iteration 19Q: 3 clusters Score -451114.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -451125.343750 Penalty: 856.823730
	Iteration 20F: 3 clusters Score -451125.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -451131.843750 Penalty: 856.823730
	Iteration 21Q: 3 clusters Score -451131.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -451138.000000 Penalty: 856.823730
	Iteration 22Q: 3 clusters Score -451138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -451145.687500 Penalty: 856.823730
	Iteration 23Q: 3 clusters Score -451145.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -451151.687500 Penalty: 856.823730
	Iteration 24Q: 3 clusters Score -451151.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -451154.781250 Penalty: 856.823730
	Iteration 25Q: 3 clusters Score -451154.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -451157.625000 Penalty: 856.823730
	Iteration 26Q: 3 clusters Score -451157.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -451159.468750 Penalty: 856.823730
	Iteration 27Q: 3 clusters Score -451159.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -451161.187500 Penalty: 856.823730
	Iteration 28Q: 3 clusters Score -451161.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -451161.062500 Penalty: 856.823730
	Iteration 29Q: 3 clusters Score -451161.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -451162.437500 Penalty: 856.823730
	Iteration 30Q: 3 clusters Score -451162.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -451162.812500 Penalty: 856.823730
	Iteration 31Q: 3 clusters Score -451162.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -451165.187500 Penalty: 856.823730
	Iteration 32Q: 3 clusters Score -451165.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -451165.718750 Penalty: 856.823730
	Iteration 33Q: 3 clusters Score -451165.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -451167.000000 Penalty: 856.823730
	Iteration 34Q: 3 clusters Score -451167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -451167.250000 Penalty: 856.823730
	Iteration 35Q: 3 clusters Score -451167.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -451167.250000 Penalty: 856.823730
	Iteration 36F: 3 clusters Score -451167.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1817 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 7103 members 
Mstep: Class 6 contains 8060 members 
Mstep: Class 7 contains 10657 members 
Mstep: Class 8 contains 16896 members 
Mstep: Class 9 contains 3676 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 6889 members 
Mstep: Class 12 contains 923 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 10074 members 
Mstep: Class 15 contains 11187 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 590251 members 
Mstep: Class 19 contains 6549 members 
Mstep: Class 20 contains 2272 members 
Mstep: Class 21 contains 9833 members 
Mstep: Class 22 contains 10560 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1569 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 13404 members 
Mstep: Class 27 contains 564327 members 
Mstep: Class 28 contains 2789 members 
Mstep: Class 29 contains 21573 members 
Mstep: Class 30 contains 6109 members 
Mstep: Class 31 contains 6363 members 
Mstep: Class 32 contains 1743 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1950 members 
Mstep: Class 36 contains 1919 members 
Mstep: Class 37 contains 4052 members 
Mstep: Class 38 contains 1346 members 
Mstep: Class 39 contains 1206 members 
Mstep: Class 40 contains 11825 members 
Mstep: Class 41 contains 860 members 
Mstep: Class 42 contains 4160 members 
Mstep: Class 43 contains 7284 members 
Mstep: Class 44 contains 342 members 
Mstep: Class 45 contains 11419 members 
Entering Unmasked Estep 
Score: -50385164.000000 Penalty: 28958.546875
Splitting cluster 41 changes total score from -50385384.000000 to -50385164.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (4160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Entering Unmasked Estep 
Score: -153921.453125 Penalty: 379.163788
	Iteration 0F: 2 clusters Score -153921.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -151050.390625 Penalty: 758.327576
	Iteration 0F: 3 clusters Score -151050.4 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -152218.984375 Penalty: 758.327576
	Iteration 1F: 3 clusters Score -152219 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -152442.156250 Penalty: 758.327576
	Iteration 2F: 3 clusters Score -152442.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -152667.390625 Penalty: 758.327576
	Iteration 3F: 3 clusters Score -152667.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -152889.921875 Penalty: 758.327576
	Iteration 4F: 3 clusters Score -152889.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -153075.609375 Penalty: 758.327576
	Iteration 5F: 3 clusters Score -153075.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -153201.046875 Penalty: 758.327576
	Iteration 6Q: 3 clusters Score -153201 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -153318.968750 Penalty: 758.327576
	Iteration 7Q: 3 clusters Score -153319 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -153401.687500 Penalty: 758.327576
	Iteration 8Q: 3 clusters Score -153401.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -153447.390625 Penalty: 758.327576
	Iteration 9Q: 3 clusters Score -153447.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -153466.375000 Penalty: 758.327576
	Iteration 10Q: 3 clusters Score -153466.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -153481.234375 Penalty: 758.327576
	Iteration 11Q: 3 clusters Score -153481.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -153491.421875 Penalty: 758.327576
	Iteration 12Q: 3 clusters Score -153491.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -153501.546875 Penalty: 758.327576
	Iteration 13Q: 3 clusters Score -153501.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -153512.015625 Penalty: 758.327576
	Iteration 14Q: 3 clusters Score -153512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -153519.578125 Penalty: 758.327576
	Iteration 15Q: 3 clusters Score -153519.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -153523.500000 Penalty: 758.327576
	Iteration 16Q: 3 clusters Score -153523.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -153527.812500 Penalty: 758.327576
	Iteration 17Q: 3 clusters Score -153527.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -153530.562500 Penalty: 758.327576
	Iteration 18Q: 3 clusters Score -153530.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -153532.906250 Penalty: 758.327576
	Iteration 19Q: 3 clusters Score -153532.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -153535.640625 Penalty: 758.327576
	Iteration 20F: 3 clusters Score -153535.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -153538.390625 Penalty: 758.327576
	Iteration 21Q: 3 clusters Score -153538.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -153541.984375 Penalty: 758.327576
	Iteration 22Q: 3 clusters Score -153542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -153543.812500 Penalty: 758.327576
	Iteration 23Q: 3 clusters Score -153543.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -153544.750000 Penalty: 758.327576
	Iteration 24Q: 3 clusters Score -153544.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -153545.796875 Penalty: 758.327576
	Iteration 25Q: 3 clusters Score -153545.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -153547.171875 Penalty: 758.327576
	Iteration 26Q: 3 clusters Score -153547.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -153547.906250 Penalty: 758.327576
	Iteration 27Q: 3 clusters Score -153547.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -153548.546875 Penalty: 758.327576
	Iteration 28Q: 3 clusters Score -153548.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -153548.781250 Penalty: 758.327576
	Iteration 29Q: 3 clusters Score -153548.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -153549.265625 Penalty: 758.327576
	Iteration 30Q: 3 clusters Score -153549.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -153550.171875 Penalty: 758.327576
	Iteration 31Q: 3 clusters Score -153550.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -153551.000000 Penalty: 758.327576
	Iteration 32Q: 3 clusters Score -153551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -153551.015625 Penalty: 758.327576
	Iteration 33Q: 3 clusters Score -153551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -153551.734375 Penalty: 758.327576
	Iteration 34Q: 3 clusters Score -153551.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -153553.562500 Penalty: 758.327576
	Iteration 35Q: 3 clusters Score -153553.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -153554.968750 Penalty: 758.327576
	Iteration 36Q: 3 clusters Score -153555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -153556.437500 Penalty: 758.327576
	Iteration 37Q: 3 clusters Score -153556.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -153557.125000 Penalty: 758.327576
	Iteration 38Q: 3 clusters Score -153557.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -153559.000000 Penalty: 758.327576
	Iteration 39Q: 3 clusters Score -153559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -153561.031250 Penalty: 758.327576
	Iteration 40F: 3 clusters Score -153561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -153561.984375 Penalty: 758.327576
	Iteration 41Q: 3 clusters Score -153562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -153563.125000 Penalty: 758.327576
	Iteration 42Q: 3 clusters Score -153563.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -153563.531250 Penalty: 758.327576
	Iteration 43Q: 3 clusters Score -153563.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -153563.734375 Penalty: 758.327576
	Iteration 44Q: 3 clusters Score -153563.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -153563.546875 Penalty: 758.327576
	Iteration 45Q: 3 clusters Score -153563.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -153563.546875 Penalty: 758.327576
	Iteration 46F: 3 clusters Score -153563.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Entering Unmasked Estep 
Score: -268917.750000 Penalty: 404.651306
	Iteration 0F: 2 clusters Score -268917.8 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 3586 members 
Entering Unmasked Estep 
Score: -263973.187500 Penalty: 809.302612
	Iteration 0F: 3 clusters Score -263973.2 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -265967.656250 Penalty: 809.302612
	Iteration 1F: 3 clusters Score -265967.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -266212.843750 Penalty: 809.302612
	Iteration 2F: 3 clusters Score -266212.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -266555.718750 Penalty: 809.302612
	Iteration 3F: 3 clusters Score -266555.7 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -266999.500000 Penalty: 809.302612
	Iteration 4F: 3 clusters Score -266999.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -267478.593750 Penalty: 809.302612
	Iteration 5F: 3 clusters Score -267478.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -267883.250000 Penalty: 809.302612
	Iteration 6F: 3 clusters Score -267883.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -268190.750000 Penalty: 809.302612
	Iteration 7Q: 3 clusters Score -268190.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -268385.500000 Penalty: 809.302612
	Iteration 8Q: 3 clusters Score -268385.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -268489.468750 Penalty: 809.302612
	Iteration 9Q: 3 clusters Score -268489.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -268535.750000 Penalty: 809.302612
	Iteration 10Q: 3 clusters Score -268535.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -268553.656250 Penalty: 809.302612
	Iteration 11Q: 3 clusters Score -268553.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -268566.156250 Penalty: 809.302612
	Iteration 12Q: 3 clusters Score -268566.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -268577.406250 Penalty: 809.302612
	Iteration 13Q: 3 clusters Score -268577.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -268579.625000 Penalty: 809.302612
	Iteration 14Q: 3 clusters Score -268579.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -268579.625000 Penalty: 809.302612
	Iteration 15F: 3 clusters Score -268579.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -9063.092773 Penalty: 265.483887
	Iteration 0F: 2 clusters Score -9063.093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8685.171875 Penalty: 530.967773
	Iteration 0F: 3 clusters Score -8685.172 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -8787.222656 Penalty: 530.967773
	Iteration 1F: 3 clusters Score -8787.223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8816.140625 Penalty: 530.967773
	Iteration 2F: 3 clusters Score -8816.141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8834.034180 Penalty: 530.967773
	Iteration 3Q: 3 clusters Score -8834.034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8853.837891 Penalty: 530.967773
	Iteration 4F: 3 clusters Score -8853.838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8882.666992 Penalty: 530.967773
	Iteration 5F: 3 clusters Score -8882.667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8921.647461 Penalty: 530.967773
	Iteration 6F: 3 clusters Score -8921.647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8954.672852 Penalty: 530.967773
	Iteration 7Q: 3 clusters Score -8954.673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9017.833984 Penalty: 530.967773
	Iteration 8Q: 3 clusters Score -9017.834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9057.660156 Penalty: 530.967773
	Iteration 9Q: 3 clusters Score -9057.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9067.577148 Penalty: 530.967773
	Iteration 10Q: 3 clusters Score -9067.577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9070.272461 Penalty: 530.967773
	Iteration 11Q: 3 clusters Score -9070.272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9075.566406 Penalty: 530.967773
	Iteration 12Q: 3 clusters Score -9075.566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9085.752930 Penalty: 530.967773
	Iteration 13Q: 3 clusters Score -9085.753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -9086.478516 Penalty: 530.967773
	Iteration 14Q: 3 clusters Score -9086.479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9088.962891 Penalty: 530.967773
	Iteration 15Q: 3 clusters Score -9088.963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9092.839844 Penalty: 530.967773
	Iteration 16Q: 3 clusters Score -9092.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9092.839844 Penalty: 530.967773
	Iteration 17F: 3 clusters Score -9092.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1817 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 7103 members 
Mstep: Class 6 contains 8060 members 
Mstep: Class 7 contains 10657 members 
Mstep: Class 8 contains 16896 members 
Mstep: Class 9 contains 3676 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 6889 members 
Mstep: Class 12 contains 923 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 10074 members 
Mstep: Class 15 contains 11187 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 590251 members 
Mstep: Class 19 contains 6549 members 
Mstep: Class 20 contains 2272 members 
Mstep: Class 21 contains 9833 members 
Mstep: Class 22 contains 10560 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1569 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 13404 members 
Mstep: Class 27 contains 564327 members 
Mstep: Class 28 contains 2789 members 
Mstep: Class 29 contains 21573 members 
Mstep: Class 30 contains 6109 members 
Mstep: Class 31 contains 6363 members 
Mstep: Class 32 contains 1743 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1950 members 
Mstep: Class 36 contains 1919 members 
Mstep: Class 37 contains 4052 members 
Mstep: Class 38 contains 1346 members 
Mstep: Class 39 contains 1206 members 
Mstep: Class 40 contains 11825 members 
Mstep: Class 41 contains 12279 members 
Mstep: Class 42 contains 4160 members 
Mstep: Class 43 contains 7284 members 
Mstep: Class 44 contains 151 members 
Mstep: Class 45 contains 191 members 
Entering Unmasked Estep 
Score: -50385096.000000 Penalty: 28958.546875
Splitting cluster 44 changes total score from -50385384.000000 to -50385096.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 1817 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 7103 members 
Mstep: Class 6 contains 8060 members 
Mstep: Class 7 contains 10657 members 
Mstep: Class 8 contains 16896 members 
Mstep: Class 9 contains 3676 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 6889 members 
Mstep: Class 12 contains 923 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 10074 members 
Mstep: Class 15 contains 11187 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 590251 members 
Mstep: Class 19 contains 6549 members 
Mstep: Class 20 contains 2272 members 
Mstep: Class 21 contains 9833 members 
Mstep: Class 22 contains 10560 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1569 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 13404 members 
Mstep: Class 27 contains 564327 members 
Mstep: Class 28 contains 2789 members 
Mstep: Class 29 contains 21573 members 
Mstep: Class 30 contains 6109 members 
Mstep: Class 31 contains 6363 members 
Mstep: Class 32 contains 1743 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1950 members 
Mstep: Class 36 contains 1919 members 
Mstep: Class 37 contains 4052 members 
Mstep: Class 38 contains 1346 members 
Mstep: Class 39 contains 1206 members 
Mstep: Class 40 contains 11825 members 
Mstep: Class 41 contains 12279 members 
Mstep: Class 42 contains 4160 members 
Mstep: Class 43 contains 7284 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385556.000000 Penalty: 28315.023438
Iteration 159Q: 45 clusters Score -5.038556e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 7100 members 
Mstep: Class 6 contains 8058 members 
Mstep: Class 7 contains 10659 members 
Mstep: Class 8 contains 16889 members 
Mstep: Class 9 contains 3676 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 6888 members 
Mstep: Class 12 contains 923 members 
Mstep: Class 13 contains 5746 members 
Mstep: Class 14 contains 10074 members 
Mstep: Class 15 contains 11161 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 589949 members 
Mstep: Class 19 contains 6550 members 
Mstep: Class 20 contains 2275 members 
Mstep: Class 21 contains 9830 members 
Mstep: Class 22 contains 10869 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1568 members 
Mstep: Class 25 contains 3784 members 
Mstep: Class 26 contains 13406 members 
Mstep: Class 27 contains 564323 members 
Mstep: Class 28 contains 2789 members 
Mstep: Class 29 contains 21566 members 
Mstep: Class 30 contains 6106 members 
Mstep: Class 31 contains 6370 members 
Mstep: Class 32 contains 1751 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1950 members 
Mstep: Class 36 contains 1932 members 
Mstep: Class 37 contains 4052 members 
Mstep: Class 38 contains 1348 members 
Mstep: Class 39 contains 1207 members 
Mstep: Class 40 contains 11828 members 
Mstep: Class 41 contains 12278 members 
Mstep: Class 42 contains 4164 members 
Mstep: Class 43 contains 7283 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385800.000000 Penalty: 28315.023438
Iteration 160F: 45 clusters Score -5.03858e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 1756 members 
Mstep: Class 5 contains 7100 members 
Mstep: Class 6 contains 8056 members 
Mstep: Class 7 contains 10663 members 
Mstep: Class 8 contains 16879 members 
Mstep: Class 9 contains 3676 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 6886 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 5747 members 
Mstep: Class 14 contains 10074 members 
Mstep: Class 15 contains 11134 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 589784 members 
Mstep: Class 19 contains 6546 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 11016 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 13407 members 
Mstep: Class 27 contains 564318 members 
Mstep: Class 28 contains 2793 members 
Mstep: Class 29 contains 21562 members 
Mstep: Class 30 contains 6102 members 
Mstep: Class 31 contains 6385 members 
Mstep: Class 32 contains 1754 members 
Mstep: Class 33 contains 2753 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1950 members 
Mstep: Class 36 contains 1914 members 
Mstep: Class 37 contains 4053 members 
Mstep: Class 38 contains 1350 members 
Mstep: Class 39 contains 1210 members 
Mstep: Class 40 contains 11829 members 
Mstep: Class 41 contains 12277 members 
Mstep: Class 42 contains 4166 members 
Mstep: Class 43 contains 7284 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385860.000000 Penalty: 28315.023438
Iteration 161Q: 45 clusters Score -5.038586e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 7099 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 10666 members 
Mstep: Class 8 contains 16871 members 
Mstep: Class 9 contains 3675 members 
Mstep: Class 10 contains 2463 members 
Mstep: Class 11 contains 6886 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 5753 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 11116 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 589679 members 
Mstep: Class 19 contains 6540 members 
Mstep: Class 20 contains 2292 members 
Mstep: Class 21 contains 9825 members 
Mstep: Class 22 contains 11085 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 13410 members 
Mstep: Class 27 contains 564308 members 
Mstep: Class 28 contains 2797 members 
Mstep: Class 29 contains 21556 members 
Mstep: Class 30 contains 6101 members 
Mstep: Class 31 contains 6394 members 
Mstep: Class 32 contains 1755 members 
Mstep: Class 33 contains 2753 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1950 members 
Mstep: Class 36 contains 1909 members 
Mstep: Class 37 contains 4054 members 
Mstep: Class 38 contains 1350 members 
Mstep: Class 39 contains 1212 members 
Mstep: Class 40 contains 11829 members 
Mstep: Class 41 contains 12277 members 
Mstep: Class 42 contains 4173 members 
Mstep: Class 43 contains 7285 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385888.000000 Penalty: 28315.023438
Iteration 162Q: 45 clusters Score -5.038589e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 2701 members 
Mstep: Class 4 contains 1785 members 
Mstep: Class 5 contains 7098 members 
Mstep: Class 6 contains 8051 members 
Mstep: Class 7 contains 10667 members 
Mstep: Class 8 contains 16868 members 
Mstep: Class 9 contains 3673 members 
Mstep: Class 10 contains 2466 members 
Mstep: Class 11 contains 6886 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 5754 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 11100 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3869 members 
Mstep: Class 18 contains 589607 members 
Mstep: Class 19 contains 6533 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 9824 members 
Mstep: Class 22 contains 11124 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 13410 members 
Mstep: Class 27 contains 564297 members 
Mstep: Class 28 contains 2804 members 
Mstep: Class 29 contains 21552 members 
Mstep: Class 30 contains 6100 members 
Mstep: Class 31 contains 6403 members 
Mstep: Class 32 contains 1758 members 
Mstep: Class 33 contains 2753 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1950 members 
Mstep: Class 36 contains 1905 members 
Mstep: Class 37 contains 4054 members 
Mstep: Class 38 contains 1350 members 
Mstep: Class 39 contains 1214 members 
Mstep: Class 40 contains 11829 members 
Mstep: Class 41 contains 12278 members 
Mstep: Class 42 contains 4177 members 
Mstep: Class 43 contains 7288 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385816.000000 Penalty: 28315.023438
Iteration 163Q: 45 clusters Score -5.038582e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1815 members 
Mstep: Class 3 contains 2698 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 7096 members 
Mstep: Class 6 contains 8049 members 
Mstep: Class 7 contains 10667 members 
Mstep: Class 8 contains 16865 members 
Mstep: Class 9 contains 3671 members 
Mstep: Class 10 contains 2466 members 
Mstep: Class 11 contains 6885 members 
Mstep: Class 12 contains 928 members 
Mstep: Class 13 contains 5756 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 11083 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 18 contains 589552 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2309 members 
Mstep: Class 21 contains 9823 members 
Mstep: Class 22 contains 11147 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 13409 members 
Mstep: Class 27 contains 564285 members 
Mstep: Class 28 contains 2807 members 
Mstep: Class 29 contains 21552 members 
Mstep: Class 30 contains 6101 members 
Mstep: Class 31 contains 6411 members 
Mstep: Class 32 contains 1767 members 
Mstep: Class 33 contains 2753 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1951 members 
Mstep: Class 36 contains 1900 members 
Mstep: Class 37 contains 4054 members 
Mstep: Class 38 contains 1350 members 
Mstep: Class 39 contains 1217 members 
Mstep: Class 40 contains 11829 members 
Mstep: Class 41 contains 12282 members 
Mstep: Class 42 contains 4181 members 
Mstep: Class 43 contains 7291 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385956.000000 Penalty: 28315.023438
Iteration 164Q: 45 clusters Score -5.038596e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1814 members 
Mstep: Class 3 contains 2693 members 
Mstep: Class 4 contains 1810 members 
Mstep: Class 5 contains 7095 members 
Mstep: Class 6 contains 8048 members 
Mstep: Class 7 contains 10667 members 
Mstep: Class 8 contains 16852 members 
Mstep: Class 9 contains 3669 members 
Mstep: Class 10 contains 2466 members 
Mstep: Class 11 contains 6884 members 
Mstep: Class 12 contains 928 members 
Mstep: Class 13 contains 5761 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 11055 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 589519 members 
Mstep: Class 19 contains 6527 members 
Mstep: Class 20 contains 2315 members 
Mstep: Class 21 contains 9823 members 
Mstep: Class 22 contains 11166 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1568 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 13409 members 
Mstep: Class 27 contains 564281 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21548 members 
Mstep: Class 30 contains 6101 members 
Mstep: Class 31 contains 6424 members 
Mstep: Class 32 contains 1773 members 
Mstep: Class 33 contains 2753 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1950 members 
Mstep: Class 36 contains 1889 members 
Mstep: Class 37 contains 4054 members 
Mstep: Class 38 contains 1350 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 11827 members 
Mstep: Class 41 contains 12285 members 
Mstep: Class 42 contains 4181 members 
Mstep: Class 43 contains 7297 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385880.000000 Penalty: 28315.023438
Iteration 165Q: 45 clusters Score -5.038588e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1814 members 
Mstep: Class 3 contains 2692 members 
Mstep: Class 4 contains 1821 members 
Mstep: Class 5 contains 7095 members 
Mstep: Class 6 contains 8048 members 
Mstep: Class 7 contains 10667 members 
Mstep: Class 8 contains 16840 members 
Mstep: Class 9 contains 3668 members 
Mstep: Class 10 contains 2466 members 
Mstep: Class 11 contains 6883 members 
Mstep: Class 12 contains 928 members 
Mstep: Class 13 contains 5763 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 11035 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 589494 members 
Mstep: Class 19 contains 6527 members 
Mstep: Class 20 contains 2321 members 
Mstep: Class 21 contains 9824 members 
Mstep: Class 22 contains 11176 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1569 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 13407 members 
Mstep: Class 27 contains 564276 members 
Mstep: Class 28 contains 2813 members 
Mstep: Class 29 contains 21549 members 
Mstep: Class 30 contains 6101 members 
Mstep: Class 31 contains 6434 members 
Mstep: Class 32 contains 1776 members 
Mstep: Class 33 contains 2753 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1952 members 
Mstep: Class 36 contains 1883 members 
Mstep: Class 37 contains 4055 members 
Mstep: Class 38 contains 1350 members 
Mstep: Class 39 contains 1233 members 
Mstep: Class 40 contains 11827 members 
Mstep: Class 41 contains 12286 members 
Mstep: Class 42 contains 4183 members 
Mstep: Class 43 contains 7298 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385892.000000 Penalty: 28315.023438
Iteration 166Q: 45 clusters Score -5.038589e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 2690 members 
Mstep: Class 4 contains 1833 members 
Mstep: Class 5 contains 7097 members 
Mstep: Class 6 contains 8048 members 
Mstep: Class 7 contains 10667 members 
Mstep: Class 8 contains 16829 members 
Mstep: Class 9 contains 3667 members 
Mstep: Class 10 contains 2466 members 
Mstep: Class 11 contains 6883 members 
Mstep: Class 12 contains 928 members 
Mstep: Class 13 contains 5763 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 11019 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 589477 members 
Mstep: Class 19 contains 6527 members 
Mstep: Class 20 contains 2326 members 
Mstep: Class 21 contains 9824 members 
Mstep: Class 22 contains 11185 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1570 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 13405 members 
Mstep: Class 27 contains 564273 members 
Mstep: Class 28 contains 2814 members 
Mstep: Class 29 contains 21546 members 
Mstep: Class 30 contains 6100 members 
Mstep: Class 31 contains 6440 members 
Mstep: Class 32 contains 1781 members 
Mstep: Class 33 contains 2753 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1954 members 
Mstep: Class 36 contains 1879 members 
Mstep: Class 37 contains 4055 members 
Mstep: Class 38 contains 1350 members 
Mstep: Class 39 contains 1236 members 
Mstep: Class 40 contains 11827 members 
Mstep: Class 41 contains 12286 members 
Mstep: Class 42 contains 4183 members 
Mstep: Class 43 contains 7299 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385852.000000 Penalty: 28315.023438
Iteration 167Q: 45 clusters Score -5.038585e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 2687 members 
Mstep: Class 4 contains 1848 members 
Mstep: Class 5 contains 7099 members 
Mstep: Class 6 contains 8048 members 
Mstep: Class 7 contains 10668 members 
Mstep: Class 8 contains 16813 members 
Mstep: Class 9 contains 3666 members 
Mstep: Class 10 contains 2466 members 
Mstep: Class 11 contains 6883 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5762 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 11005 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 589462 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 2329 members 
Mstep: Class 21 contains 9824 members 
Mstep: Class 22 contains 11188 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1569 members 
Mstep: Class 25 contains 3787 members 
Mstep: Class 26 contains 13404 members 
Mstep: Class 27 contains 564272 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 21544 members 
Mstep: Class 30 contains 6100 members 
Mstep: Class 31 contains 6444 members 
Mstep: Class 32 contains 1788 members 
Mstep: Class 33 contains 2755 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1955 members 
Mstep: Class 36 contains 1877 members 
Mstep: Class 37 contains 4055 members 
Mstep: Class 38 contains 1350 members 
Mstep: Class 39 contains 1241 members 
Mstep: Class 40 contains 11827 members 
Mstep: Class 41 contains 12281 members 
Mstep: Class 42 contains 4184 members 
Mstep: Class 43 contains 7299 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385836.000000 Penalty: 28315.023438
Iteration 168Q: 45 clusters Score -5.038584e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1815 members 
Mstep: Class 3 contains 2684 members 
Mstep: Class 4 contains 1857 members 
Mstep: Class 5 contains 7099 members 
Mstep: Class 6 contains 8048 members 
Mstep: Class 7 contains 10672 members 
Mstep: Class 8 contains 16799 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2466 members 
Mstep: Class 11 contains 6882 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5761 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 589447 members 
Mstep: Class 19 contains 6527 members 
Mstep: Class 20 contains 2332 members 
Mstep: Class 21 contains 9824 members 
Mstep: Class 22 contains 11199 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1569 members 
Mstep: Class 25 contains 3787 members 
Mstep: Class 26 contains 13404 members 
Mstep: Class 27 contains 564268 members 
Mstep: Class 28 contains 2814 members 
Mstep: Class 29 contains 21541 members 
Mstep: Class 30 contains 6099 members 
Mstep: Class 31 contains 6446 members 
Mstep: Class 32 contains 1794 members 
Mstep: Class 33 contains 2755 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1960 members 
Mstep: Class 36 contains 1878 members 
Mstep: Class 37 contains 4055 members 
Mstep: Class 38 contains 1350 members 
Mstep: Class 39 contains 1243 members 
Mstep: Class 40 contains 11826 members 
Mstep: Class 41 contains 12282 members 
Mstep: Class 42 contains 4186 members 
Mstep: Class 43 contains 7302 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385828.000000 Penalty: 28315.023438
Iteration 169Q: 45 clusters Score -5.038583e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1814 members 
Mstep: Class 3 contains 2682 members 
Mstep: Class 4 contains 1865 members 
Mstep: Class 5 contains 7098 members 
Mstep: Class 6 contains 8049 members 
Mstep: Class 7 contains 10676 members 
Mstep: Class 8 contains 16785 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6881 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5761 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10983 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 589439 members 
Mstep: Class 19 contains 6527 members 
Mstep: Class 20 contains 2337 members 
Mstep: Class 21 contains 9824 members 
Mstep: Class 22 contains 11201 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1569 members 
Mstep: Class 25 contains 3787 members 
Mstep: Class 26 contains 13406 members 
Mstep: Class 27 contains 564263 members 
Mstep: Class 28 contains 2813 members 
Mstep: Class 29 contains 21538 members 
Mstep: Class 30 contains 6098 members 
Mstep: Class 31 contains 6455 members 
Mstep: Class 32 contains 1796 members 
Mstep: Class 33 contains 2755 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1963 members 
Mstep: Class 36 contains 1877 members 
Mstep: Class 37 contains 4056 members 
Mstep: Class 38 contains 1350 members 
Mstep: Class 39 contains 1244 members 
Mstep: Class 40 contains 11826 members 
Mstep: Class 41 contains 12280 members 
Mstep: Class 42 contains 4186 members 
Mstep: Class 43 contains 7303 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385844.000000 Penalty: 28315.023438
Iteration 170Q: 45 clusters Score -5.038584e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 2681 members 
Mstep: Class 4 contains 1866 members 
Mstep: Class 5 contains 7097 members 
Mstep: Class 6 contains 8050 members 
Mstep: Class 7 contains 10677 members 
Mstep: Class 8 contains 16780 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6881 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5761 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10972 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 589439 members 
Mstep: Class 19 contains 6527 members 
Mstep: Class 20 contains 2340 members 
Mstep: Class 21 contains 9823 members 
Mstep: Class 22 contains 11206 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1569 members 
Mstep: Class 25 contains 3787 members 
Mstep: Class 26 contains 13408 members 
Mstep: Class 27 contains 564258 members 
Mstep: Class 28 contains 2812 members 
Mstep: Class 29 contains 21532 members 
Mstep: Class 30 contains 6098 members 
Mstep: Class 31 contains 6459 members 
Mstep: Class 32 contains 1799 members 
Mstep: Class 33 contains 2755 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1964 members 
Mstep: Class 36 contains 1879 members 
Mstep: Class 37 contains 4056 members 
Mstep: Class 38 contains 1350 members 
Mstep: Class 39 contains 1246 members 
Mstep: Class 40 contains 11826 members 
Mstep: Class 41 contains 12279 members 
Mstep: Class 42 contains 4186 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385932.000000 Penalty: 28315.023438
Iteration 171Q: 45 clusters Score -5.038593e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 7095 members 
Mstep: Class 6 contains 8049 members 
Mstep: Class 7 contains 10678 members 
Mstep: Class 8 contains 16770 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6882 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5761 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10980 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 589429 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 2343 members 
Mstep: Class 21 contains 9823 members 
Mstep: Class 22 contains 11208 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1569 members 
Mstep: Class 25 contains 3787 members 
Mstep: Class 26 contains 13409 members 
Mstep: Class 27 contains 564255 members 
Mstep: Class 28 contains 2813 members 
Mstep: Class 29 contains 21522 members 
Mstep: Class 30 contains 6098 members 
Mstep: Class 31 contains 6462 members 
Mstep: Class 32 contains 1802 members 
Mstep: Class 33 contains 2755 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1880 members 
Mstep: Class 37 contains 4056 members 
Mstep: Class 38 contains 1350 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11826 members 
Mstep: Class 41 contains 12280 members 
Mstep: Class 42 contains 4187 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385948.000000 Penalty: 28315.023438
Iteration 172Q: 45 clusters Score -5.038595e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1871 members 
Mstep: Class 5 contains 7094 members 
Mstep: Class 6 contains 8048 members 
Mstep: Class 7 contains 10680 members 
Mstep: Class 8 contains 16765 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6883 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5761 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10989 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 589410 members 
Mstep: Class 19 contains 6529 members 
Mstep: Class 20 contains 2345 members 
Mstep: Class 21 contains 9823 members 
Mstep: Class 22 contains 11213 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1569 members 
Mstep: Class 25 contains 3788 members 
Mstep: Class 26 contains 13410 members 
Mstep: Class 27 contains 564246 members 
Mstep: Class 28 contains 2813 members 
Mstep: Class 29 contains 21518 members 
Mstep: Class 30 contains 6098 members 
Mstep: Class 31 contains 6467 members 
Mstep: Class 32 contains 1802 members 
Mstep: Class 33 contains 2755 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1883 members 
Mstep: Class 37 contains 4056 members 
Mstep: Class 38 contains 1350 members 
Mstep: Class 39 contains 1243 members 
Mstep: Class 40 contains 11826 members 
Mstep: Class 41 contains 12286 members 
Mstep: Class 42 contains 4189 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386024.000000 Penalty: 28315.023438
Iteration 173Q: 45 clusters Score -5.038602e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1871 members 
Mstep: Class 5 contains 7093 members 
Mstep: Class 6 contains 8048 members 
Mstep: Class 7 contains 10679 members 
Mstep: Class 8 contains 16763 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6880 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5761 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10991 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 589389 members 
Mstep: Class 19 contains 6529 members 
Mstep: Class 20 contains 2350 members 
Mstep: Class 21 contains 9825 members 
Mstep: Class 22 contains 11216 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1570 members 
Mstep: Class 25 contains 3789 members 
Mstep: Class 26 contains 13410 members 
Mstep: Class 27 contains 564248 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 21508 members 
Mstep: Class 30 contains 6098 members 
Mstep: Class 31 contains 6476 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 2755 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1882 members 
Mstep: Class 37 contains 4056 members 
Mstep: Class 38 contains 1350 members 
Mstep: Class 39 contains 1243 members 
Mstep: Class 40 contains 11826 members 
Mstep: Class 41 contains 12289 members 
Mstep: Class 42 contains 4191 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385996.000000 Penalty: 28315.023438
Iteration 174Q: 45 clusters Score -5.0386e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1871 members 
Mstep: Class 5 contains 7093 members 
Mstep: Class 6 contains 8048 members 
Mstep: Class 7 contains 10678 members 
Mstep: Class 8 contains 16757 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6881 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5761 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10995 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 589382 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 2358 members 
Mstep: Class 21 contains 9824 members 
Mstep: Class 22 contains 11216 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1570 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 13410 members 
Mstep: Class 27 contains 564244 members 
Mstep: Class 28 contains 2817 members 
Mstep: Class 29 contains 21498 members 
Mstep: Class 30 contains 6098 members 
Mstep: Class 31 contains 6480 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 2755 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1880 members 
Mstep: Class 37 contains 4057 members 
Mstep: Class 38 contains 1351 members 
Mstep: Class 39 contains 1242 members 
Mstep: Class 40 contains 11827 members 
Mstep: Class 41 contains 12291 members 
Mstep: Class 42 contains 4195 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386012.000000 Penalty: 28315.023438
Iteration 175Q: 45 clusters Score -5.038601e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 7093 members 
Mstep: Class 6 contains 8048 members 
Mstep: Class 7 contains 10679 members 
Mstep: Class 8 contains 16753 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6886 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5760 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10998 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 589371 members 
Mstep: Class 19 contains 6529 members 
Mstep: Class 20 contains 2367 members 
Mstep: Class 21 contains 9821 members 
Mstep: Class 22 contains 11214 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1570 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 13410 members 
Mstep: Class 27 contains 564236 members 
Mstep: Class 28 contains 2817 members 
Mstep: Class 29 contains 21488 members 
Mstep: Class 30 contains 6098 members 
Mstep: Class 31 contains 6485 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 2755 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1882 members 
Mstep: Class 37 contains 4057 members 
Mstep: Class 38 contains 1352 members 
Mstep: Class 39 contains 1242 members 
Mstep: Class 40 contains 11828 members 
Mstep: Class 41 contains 12294 members 
Mstep: Class 42 contains 4196 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386040.000000 Penalty: 28315.023438
Iteration 176Q: 45 clusters Score -5.038604e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1875 members 
Mstep: Class 5 contains 7092 members 
Mstep: Class 6 contains 8048 members 
Mstep: Class 7 contains 10680 members 
Mstep: Class 8 contains 16752 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6892 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5760 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 11001 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 589357 members 
Mstep: Class 19 contains 6529 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 9817 members 
Mstep: Class 22 contains 11220 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1570 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 13408 members 
Mstep: Class 27 contains 564224 members 
Mstep: Class 28 contains 2817 members 
Mstep: Class 29 contains 21479 members 
Mstep: Class 30 contains 6098 members 
Mstep: Class 31 contains 6489 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 2755 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1882 members 
Mstep: Class 37 contains 4057 members 
Mstep: Class 38 contains 1352 members 
Mstep: Class 39 contains 1241 members 
Mstep: Class 40 contains 11828 members 
Mstep: Class 41 contains 12298 members 
Mstep: Class 42 contains 4200 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385996.000000 Penalty: 28315.023438
Iteration 177Q: 45 clusters Score -5.0386e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 7091 members 
Mstep: Class 6 contains 8048 members 
Mstep: Class 7 contains 10681 members 
Mstep: Class 8 contains 16750 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6897 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 11003 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 589350 members 
Mstep: Class 19 contains 6529 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 11220 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1570 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 13407 members 
Mstep: Class 27 contains 564207 members 
Mstep: Class 28 contains 2817 members 
Mstep: Class 29 contains 21477 members 
Mstep: Class 30 contains 6097 members 
Mstep: Class 31 contains 6490 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 2755 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1883 members 
Mstep: Class 37 contains 4057 members 
Mstep: Class 38 contains 1352 members 
Mstep: Class 39 contains 1241 members 
Mstep: Class 40 contains 11828 members 
Mstep: Class 41 contains 12304 members 
Mstep: Class 42 contains 4204 members 
Mstep: Class 43 contains 7306 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386008.000000 Penalty: 28315.023438
Iteration 178Q: 45 clusters Score -5.038601e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 7091 members 
Mstep: Class 6 contains 8048 members 
Mstep: Class 7 contains 10682 members 
Mstep: Class 8 contains 16751 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6906 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5761 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 11002 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 589346 members 
Mstep: Class 19 contains 6529 members 
Mstep: Class 20 contains 2402 members 
Mstep: Class 21 contains 9808 members 
Mstep: Class 22 contains 11219 members 
Mstep: Class 23 contains 953 members 
Mstep: Class 24 contains 1570 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 13406 members 
Mstep: Class 27 contains 564192 members 
Mstep: Class 28 contains 2817 members 
Mstep: Class 29 contains 21471 members 
Mstep: Class 30 contains 6096 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 2755 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1884 members 
Mstep: Class 37 contains 4057 members 
Mstep: Class 38 contains 1352 members 
Mstep: Class 39 contains 1241 members 
Mstep: Class 40 contains 11827 members 
Mstep: Class 41 contains 12305 members 
Mstep: Class 42 contains 4208 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385956.000000 Penalty: 28315.023438
Iteration 179Q: 45 clusters Score -5.038596e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1884 members 
Mstep: Class 5 contains 7091 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10682 members 
Mstep: Class 8 contains 16751 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6917 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5761 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10999 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 589346 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 9805 members 
Mstep: Class 22 contains 11217 members 
Mstep: Class 23 contains 953 members 
Mstep: Class 24 contains 1570 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 13405 members 
Mstep: Class 27 contains 564183 members 
Mstep: Class 28 contains 2817 members 
Mstep: Class 29 contains 21452 members 
Mstep: Class 30 contains 6096 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 2755 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1884 members 
Mstep: Class 37 contains 4057 members 
Mstep: Class 38 contains 1353 members 
Mstep: Class 39 contains 1241 members 
Mstep: Class 40 contains 11827 members 
Mstep: Class 41 contains 12311 members 
Mstep: Class 42 contains 4209 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385908.000000 Penalty: 28315.023438
Iteration 180F: 45 clusters Score -5.038591e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 7091 members 
Mstep: Class 6 contains 8048 members 
Mstep: Class 7 contains 10680 members 
Mstep: Class 8 contains 16751 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6924 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5761 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10995 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 589343 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2426 members 
Mstep: Class 21 contains 9809 members 
Mstep: Class 22 contains 11216 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1570 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 13405 members 
Mstep: Class 27 contains 564158 members 
Mstep: Class 28 contains 2817 members 
Mstep: Class 29 contains 21446 members 
Mstep: Class 30 contains 6096 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 1808 members 
Mstep: Class 33 contains 2755 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1884 members 
Mstep: Class 37 contains 4057 members 
Mstep: Class 38 contains 1354 members 
Mstep: Class 39 contains 1241 members 
Mstep: Class 40 contains 11828 members 
Mstep: Class 41 contains 12317 members 
Mstep: Class 42 contains 4212 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385912.000000 Penalty: 28315.023438
Iteration 181Q: 45 clusters Score -5.038591e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1895 members 
Mstep: Class 5 contains 7091 members 
Mstep: Class 6 contains 8048 members 
Mstep: Class 7 contains 10681 members 
Mstep: Class 8 contains 16750 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6927 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5761 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10994 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 589335 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2437 members 
Mstep: Class 21 contains 9810 members 
Mstep: Class 22 contains 11215 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1570 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 13407 members 
Mstep: Class 27 contains 564143 members 
Mstep: Class 28 contains 2817 members 
Mstep: Class 29 contains 21436 members 
Mstep: Class 30 contains 6096 members 
Mstep: Class 31 contains 6490 members 
Mstep: Class 32 contains 1810 members 
Mstep: Class 33 contains 2756 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1886 members 
Mstep: Class 37 contains 4057 members 
Mstep: Class 38 contains 1354 members 
Mstep: Class 39 contains 1241 members 
Mstep: Class 40 contains 11827 members 
Mstep: Class 41 contains 12318 members 
Mstep: Class 42 contains 4219 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385920.000000 Penalty: 28315.023438
Iteration 182Q: 45 clusters Score -5.038592e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1900 members 
Mstep: Class 5 contains 7091 members 
Mstep: Class 6 contains 8048 members 
Mstep: Class 7 contains 10680 members 
Mstep: Class 8 contains 16747 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6928 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5761 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 589331 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2449 members 
Mstep: Class 21 contains 9810 members 
Mstep: Class 22 contains 11217 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1570 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 13410 members 
Mstep: Class 27 contains 564133 members 
Mstep: Class 28 contains 2816 members 
Mstep: Class 29 contains 21425 members 
Mstep: Class 30 contains 6096 members 
Mstep: Class 31 contains 6490 members 
Mstep: Class 32 contains 1811 members 
Mstep: Class 33 contains 2756 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1887 members 
Mstep: Class 37 contains 4058 members 
Mstep: Class 38 contains 1354 members 
Mstep: Class 39 contains 1241 members 
Mstep: Class 40 contains 11826 members 
Mstep: Class 41 contains 12319 members 
Mstep: Class 42 contains 4224 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385984.000000 Penalty: 28315.023438
Iteration 183Q: 45 clusters Score -5.038598e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1903 members 
Mstep: Class 5 contains 7091 members 
Mstep: Class 6 contains 8048 members 
Mstep: Class 7 contains 10680 members 
Mstep: Class 8 contains 16745 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6928 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5761 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10989 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 589331 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2459 members 
Mstep: Class 21 contains 9809 members 
Mstep: Class 22 contains 11217 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1570 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13411 members 
Mstep: Class 27 contains 564122 members 
Mstep: Class 28 contains 2814 members 
Mstep: Class 29 contains 21420 members 
Mstep: Class 30 contains 6097 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 1811 members 
Mstep: Class 33 contains 2756 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1887 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1354 members 
Mstep: Class 39 contains 1242 members 
Mstep: Class 40 contains 11826 members 
Mstep: Class 41 contains 12322 members 
Mstep: Class 42 contains 4227 members 
Mstep: Class 43 contains 7304 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385976.000000 Penalty: 28315.023438
Iteration 184Q: 45 clusters Score -5.038598e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1905 members 
Mstep: Class 5 contains 7090 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10680 members 
Mstep: Class 8 contains 16744 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6929 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5761 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10985 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 589327 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2468 members 
Mstep: Class 21 contains 9809 members 
Mstep: Class 22 contains 11219 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1570 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 13416 members 
Mstep: Class 27 contains 564105 members 
Mstep: Class 28 contains 2814 members 
Mstep: Class 29 contains 21417 members 
Mstep: Class 30 contains 6097 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 1811 members 
Mstep: Class 33 contains 2756 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1888 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1354 members 
Mstep: Class 39 contains 1244 members 
Mstep: Class 40 contains 11826 members 
Mstep: Class 41 contains 12323 members 
Mstep: Class 42 contains 4232 members 
Mstep: Class 43 contains 7304 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385948.000000 Penalty: 28315.023438
Iteration 185Q: 45 clusters Score -5.038595e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1814 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1909 members 
Mstep: Class 5 contains 7089 members 
Mstep: Class 6 contains 8048 members 
Mstep: Class 7 contains 10680 members 
Mstep: Class 8 contains 16745 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6929 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5761 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10984 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 589320 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2477 members 
Mstep: Class 21 contains 9809 members 
Mstep: Class 22 contains 11219 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1569 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 13419 members 
Mstep: Class 27 contains 564090 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 21412 members 
Mstep: Class 30 contains 6097 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 1811 members 
Mstep: Class 33 contains 2756 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1889 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1354 members 
Mstep: Class 39 contains 1246 members 
Mstep: Class 40 contains 11826 members 
Mstep: Class 41 contains 12322 members 
Mstep: Class 42 contains 4239 members 
Mstep: Class 43 contains 7304 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385892.000000 Penalty: 28315.023438
Iteration 186Q: 45 clusters Score -5.038589e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1814 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1910 members 
Mstep: Class 5 contains 7088 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10680 members 
Mstep: Class 8 contains 16747 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6930 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5760 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10987 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 589314 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2490 members 
Mstep: Class 21 contains 9810 members 
Mstep: Class 22 contains 11220 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1568 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 13420 members 
Mstep: Class 27 contains 564080 members 
Mstep: Class 28 contains 2815 members 
Mstep: Class 29 contains 21401 members 
Mstep: Class 30 contains 6097 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 1811 members 
Mstep: Class 33 contains 2756 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1891 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1354 members 
Mstep: Class 39 contains 1246 members 
Mstep: Class 40 contains 11826 members 
Mstep: Class 41 contains 12322 members 
Mstep: Class 42 contains 4244 members 
Mstep: Class 43 contains 7304 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385888.000000 Penalty: 28315.023438
Iteration 187Q: 45 clusters Score -5.038589e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1814 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1911 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10680 members 
Mstep: Class 8 contains 16747 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6930 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5760 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10990 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 589312 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 11220 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1568 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 13420 members 
Mstep: Class 27 contains 564069 members 
Mstep: Class 28 contains 2814 members 
Mstep: Class 29 contains 21383 members 
Mstep: Class 30 contains 6097 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 1811 members 
Mstep: Class 33 contains 2756 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1891 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1354 members 
Mstep: Class 39 contains 1246 members 
Mstep: Class 40 contains 11826 members 
Mstep: Class 41 contains 12322 members 
Mstep: Class 42 contains 4250 members 
Mstep: Class 43 contains 7304 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385868.000000 Penalty: 28315.023438
Iteration 188Q: 45 clusters Score -5.038587e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1814 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1913 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10680 members 
Mstep: Class 8 contains 16747 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6929 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5760 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 589308 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2530 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 11220 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1568 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 13421 members 
Mstep: Class 27 contains 564067 members 
Mstep: Class 28 contains 2813 members 
Mstep: Class 29 contains 21359 members 
Mstep: Class 30 contains 6097 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 1811 members 
Mstep: Class 33 contains 2756 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1247 members 
Mstep: Class 40 contains 11826 members 
Mstep: Class 41 contains 12321 members 
Mstep: Class 42 contains 4255 members 
Mstep: Class 43 contains 7304 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385872.000000 Penalty: 28315.023438
Iteration 189Q: 45 clusters Score -5.038587e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1918 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10680 members 
Mstep: Class 8 contains 16745 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6929 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5760 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10993 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 589302 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 11220 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1568 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 13420 members 
Mstep: Class 27 contains 564057 members 
Mstep: Class 28 contains 2812 members 
Mstep: Class 29 contains 21352 members 
Mstep: Class 30 contains 6099 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 1812 members 
Mstep: Class 33 contains 2756 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1894 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1246 members 
Mstep: Class 40 contains 11827 members 
Mstep: Class 41 contains 12322 members 
Mstep: Class 42 contains 4258 members 
Mstep: Class 43 contains 7304 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385880.000000 Penalty: 28315.023438
Iteration 190Q: 45 clusters Score -5.038588e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10680 members 
Mstep: Class 8 contains 16744 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6928 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 589301 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 11220 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1568 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 13422 members 
Mstep: Class 27 contains 564051 members 
Mstep: Class 28 contains 2812 members 
Mstep: Class 29 contains 21345 members 
Mstep: Class 30 contains 6099 members 
Mstep: Class 31 contains 6493 members 
Mstep: Class 32 contains 1813 members 
Mstep: Class 33 contains 2756 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1895 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11828 members 
Mstep: Class 41 contains 12321 members 
Mstep: Class 42 contains 4256 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385832.000000 Penalty: 28315.023438
Iteration 191Q: 45 clusters Score -5.038583e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1924 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10680 members 
Mstep: Class 8 contains 16744 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6928 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10993 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 589298 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2562 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 11220 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1568 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 13421 members 
Mstep: Class 27 contains 564035 members 
Mstep: Class 28 contains 2812 members 
Mstep: Class 29 contains 21341 members 
Mstep: Class 30 contains 6099 members 
Mstep: Class 31 contains 6495 members 
Mstep: Class 32 contains 1813 members 
Mstep: Class 33 contains 2757 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1897 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11829 members 
Mstep: Class 41 contains 12326 members 
Mstep: Class 42 contains 4258 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385876.000000 Penalty: 28315.023438
Iteration 192Q: 45 clusters Score -5.038588e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1926 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10679 members 
Mstep: Class 8 contains 16743 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6926 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10991 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 589295 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 11220 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1568 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 13421 members 
Mstep: Class 27 contains 564027 members 
Mstep: Class 28 contains 2812 members 
Mstep: Class 29 contains 21325 members 
Mstep: Class 30 contains 6098 members 
Mstep: Class 31 contains 6497 members 
Mstep: Class 32 contains 1813 members 
Mstep: Class 33 contains 2757 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1900 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11830 members 
Mstep: Class 41 contains 12329 members 
Mstep: Class 42 contains 4262 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385892.000000 Penalty: 28315.023438
Iteration 193Q: 45 clusters Score -5.038589e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 7088 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 10678 members 
Mstep: Class 8 contains 16741 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6924 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10988 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 589293 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2592 members 
Mstep: Class 21 contains 9813 members 
Mstep: Class 22 contains 11220 members 
Mstep: Class 23 contains 955 members 
Mstep: Class 24 contains 1568 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 13422 members 
Mstep: Class 27 contains 564014 members 
Mstep: Class 28 contains 2812 members 
Mstep: Class 29 contains 21321 members 
Mstep: Class 30 contains 6097 members 
Mstep: Class 31 contains 6497 members 
Mstep: Class 32 contains 1813 members 
Mstep: Class 33 contains 2757 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1902 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11831 members 
Mstep: Class 41 contains 12328 members 
Mstep: Class 42 contains 4267 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385820.000000 Penalty: 28315.023438
Iteration 194Q: 45 clusters Score -5.038582e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 7088 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 10678 members 
Mstep: Class 8 contains 16737 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6925 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10981 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 589297 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2608 members 
Mstep: Class 21 contains 9814 members 
Mstep: Class 22 contains 11220 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 13423 members 
Mstep: Class 27 contains 563999 members 
Mstep: Class 28 contains 2812 members 
Mstep: Class 29 contains 21313 members 
Mstep: Class 30 contains 6096 members 
Mstep: Class 31 contains 6496 members 
Mstep: Class 32 contains 1815 members 
Mstep: Class 33 contains 2757 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1906 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11832 members 
Mstep: Class 41 contains 12327 members 
Mstep: Class 42 contains 4271 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385836.000000 Penalty: 28315.023438
Iteration 195Q: 45 clusters Score -5.038584e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1941 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 10678 members 
Mstep: Class 8 contains 16734 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6925 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5760 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10977 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 589300 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 9815 members 
Mstep: Class 22 contains 11220 members 
Mstep: Class 23 contains 952 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 13423 members 
Mstep: Class 27 contains 563992 members 
Mstep: Class 28 contains 2812 members 
Mstep: Class 29 contains 21301 members 
Mstep: Class 30 contains 6095 members 
Mstep: Class 31 contains 6497 members 
Mstep: Class 32 contains 1816 members 
Mstep: Class 33 contains 2757 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1908 members 
Mstep: Class 37 contains 4060 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11833 members 
Mstep: Class 41 contains 12320 members 
Mstep: Class 42 contains 4276 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385916.000000 Penalty: 28315.023438
Iteration 196Q: 45 clusters Score -5.038592e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1941 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 10677 members 
Mstep: Class 8 contains 16733 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6926 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5760 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 10978 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 589295 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 9816 members 
Mstep: Class 22 contains 11219 members 
Mstep: Class 23 contains 951 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 13422 members 
Mstep: Class 27 contains 563985 members 
Mstep: Class 28 contains 2812 members 
Mstep: Class 29 contains 21302 members 
Mstep: Class 30 contains 6095 members 
Mstep: Class 31 contains 6500 members 
Mstep: Class 32 contains 1817 members 
Mstep: Class 33 contains 2758 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1908 members 
Mstep: Class 37 contains 4060 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11831 members 
Mstep: Class 41 contains 12319 members 
Mstep: Class 42 contains 4277 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385884.000000 Penalty: 28315.023438
Iteration 197Q: 45 clusters Score -5.038588e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1942 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 10677 members 
Mstep: Class 8 contains 16732 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6926 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5760 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 10979 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 589289 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2637 members 
Mstep: Class 21 contains 9816 members 
Mstep: Class 22 contains 11218 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 13424 members 
Mstep: Class 27 contains 563973 members 
Mstep: Class 28 contains 2812 members 
Mstep: Class 29 contains 21306 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 1818 members 
Mstep: Class 33 contains 2758 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1908 members 
Mstep: Class 37 contains 4060 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11832 members 
Mstep: Class 41 contains 12322 members 
Mstep: Class 42 contains 4279 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385876.000000 Penalty: 28315.023438
Iteration 198Q: 45 clusters Score -5.038588e+07 nChanged 52
Entering ConstructFrom: 
Score: -50385876.000000 Penalty: 28315.023438
Entering ConstructFrom: 
Trying to split cluster 1 (1641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Entering Unmasked Estep 
Score: -59742.414062 Penalty: 336.839264
	Iteration 0F: 2 clusters Score -59742.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -58533.687500 Penalty: 673.678528
	Iteration 0F: 3 clusters Score -58533.69 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -58982.769531 Penalty: 673.678528
	Iteration 1F: 3 clusters Score -58982.77 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -59165.093750 Penalty: 673.678528
	Iteration 2F: 3 clusters Score -59165.09 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -59278.285156 Penalty: 673.678528
	Iteration 3F: 3 clusters Score -59278.29 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -59348.042969 Penalty: 673.678528
	Iteration 4F: 3 clusters Score -59348.04 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -59397.210938 Penalty: 673.678528
	Iteration 5Q: 3 clusters Score -59397.21 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -59434.062500 Penalty: 673.678528
	Iteration 6Q: 3 clusters Score -59434.06 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -59458.171875 Penalty: 673.678528
	Iteration 7Q: 3 clusters Score -59458.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -59475.109375 Penalty: 673.678528
	Iteration 8Q: 3 clusters Score -59475.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -59480.968750 Penalty: 673.678528
	Iteration 9Q: 3 clusters Score -59480.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -59484.664062 Penalty: 673.678528
	Iteration 10Q: 3 clusters Score -59484.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -59488.542969 Penalty: 673.678528
	Iteration 11Q: 3 clusters Score -59488.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -59490.503906 Penalty: 673.678528
	Iteration 12Q: 3 clusters Score -59490.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -59491.105469 Penalty: 673.678528
	Iteration 13Q: 3 clusters Score -59491.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -59492.050781 Penalty: 673.678528
	Iteration 14Q: 3 clusters Score -59492.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -59494.710938 Penalty: 673.678528
	Iteration 15Q: 3 clusters Score -59494.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -59496.281250 Penalty: 673.678528
	Iteration 16Q: 3 clusters Score -59496.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -59497.687500 Penalty: 673.678528
	Iteration 17Q: 3 clusters Score -59497.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -59499.820312 Penalty: 673.678528
	Iteration 18Q: 3 clusters Score -59499.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -59501.523438 Penalty: 673.678528
	Iteration 19Q: 3 clusters Score -59501.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -59502.433594 Penalty: 673.678528
	Iteration 20F: 3 clusters Score -59502.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -59502.976562 Penalty: 673.678528
	Iteration 21Q: 3 clusters Score -59502.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -59503.960938 Penalty: 673.678528
	Iteration 22Q: 3 clusters Score -59503.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -59506.863281 Penalty: 673.678528
	Iteration 23Q: 3 clusters Score -59506.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -59509.140625 Penalty: 673.678528
	Iteration 24Q: 3 clusters Score -59509.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -59510.308594 Penalty: 673.678528
	Iteration 25Q: 3 clusters Score -59510.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -59511.093750 Penalty: 673.678528
	Iteration 26Q: 3 clusters Score -59511.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -59511.453125 Penalty: 673.678528
	Iteration 27Q: 3 clusters Score -59511.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -59511.453125 Penalty: 673.678528
	Iteration 28F: 3 clusters Score -59511.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Entering Unmasked Estep 
Score: -65574.195312 Penalty: 341.399689
	Iteration 0F: 2 clusters Score -65574.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -64249.390625 Penalty: 682.799377
	Iteration 0F: 3 clusters Score -64249.39 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -64656.636719 Penalty: 682.799377
	Iteration 1F: 3 clusters Score -64656.64 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -64702.117188 Penalty: 682.799377
	Iteration 2F: 3 clusters Score -64702.12 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -64741.062500 Penalty: 682.799377
	Iteration 3Q: 3 clusters Score -64741.06 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -64783.066406 Penalty: 682.799377
	Iteration 4Q: 3 clusters Score -64783.07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -64831.246094 Penalty: 682.799377
	Iteration 5Q: 3 clusters Score -64831.25 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -64887.437500 Penalty: 682.799377
	Iteration 6Q: 3 clusters Score -64887.44 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -64948.496094 Penalty: 682.799377
	Iteration 7F: 3 clusters Score -64948.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -65013.687500 Penalty: 682.799377
	Iteration 8Q: 3 clusters Score -65013.69 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -65085.117188 Penalty: 682.799377
	Iteration 9Q: 3 clusters Score -65085.12 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -65151.878906 Penalty: 682.799377
	Iteration 10Q: 3 clusters Score -65151.88 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -65196.851562 Penalty: 682.799377
	Iteration 11Q: 3 clusters Score -65196.85 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -65220.886719 Penalty: 682.799377
	Iteration 12Q: 3 clusters Score -65220.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65244.359375 Penalty: 682.799377
	Iteration 13Q: 3 clusters Score -65244.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65263.492188 Penalty: 682.799377
	Iteration 14Q: 3 clusters Score -65263.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -65278.796875 Penalty: 682.799377
	Iteration 15Q: 3 clusters Score -65278.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -65284.812500 Penalty: 682.799377
	Iteration 16Q: 3 clusters Score -65284.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -65291.378906 Penalty: 682.799377
	Iteration 17Q: 3 clusters Score -65291.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -65296.464844 Penalty: 682.799377
	Iteration 18Q: 3 clusters Score -65296.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -65298.554688 Penalty: 682.799377
	Iteration 19Q: 3 clusters Score -65298.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -65299.949219 Penalty: 682.799377
	Iteration 20F: 3 clusters Score -65299.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -65300.148438 Penalty: 682.799377
	Iteration 21Q: 3 clusters Score -65300.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -65300.148438 Penalty: 682.799377
	Iteration 22F: 3 clusters Score -65300.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Entering Unmasked Estep 
Score: -95404.640625 Penalty: 359.157532
	Iteration 0F: 2 clusters Score -95404.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -93523.007812 Penalty: 718.315063
	Iteration 0F: 3 clusters Score -93523.01 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -94234.968750 Penalty: 718.315063
	Iteration 1F: 3 clusters Score -94234.97 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -94362.312500 Penalty: 718.315063
	Iteration 2F: 3 clusters Score -94362.31 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -94454.429688 Penalty: 718.315063
	Iteration 3F: 3 clusters Score -94454.43 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -94555.320312 Penalty: 718.315063
	Iteration 4F: 3 clusters Score -94555.32 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -94635.273438 Penalty: 718.315063
	Iteration 5Q: 3 clusters Score -94635.27 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -94708.710938 Penalty: 718.315063
	Iteration 6Q: 3 clusters Score -94708.71 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -94773.031250 Penalty: 718.315063
	Iteration 7Q: 3 clusters Score -94773.03 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -94839.546875 Penalty: 718.315063
	Iteration 8Q: 3 clusters Score -94839.55 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -94892.757812 Penalty: 718.315063
	Iteration 9Q: 3 clusters Score -94892.76 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -94942.132812 Penalty: 718.315063
	Iteration 10Q: 3 clusters Score -94942.13 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -94980.546875 Penalty: 718.315063
	Iteration 11Q: 3 clusters Score -94980.55 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -95017.937500 Penalty: 718.315063
	Iteration 12Q: 3 clusters Score -95017.94 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -95048.859375 Penalty: 718.315063
	Iteration 13Q: 3 clusters Score -95048.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -95066.765625 Penalty: 718.315063
	Iteration 14Q: 3 clusters Score -95066.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -95074.656250 Penalty: 718.315063
	Iteration 15Q: 3 clusters Score -95074.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -95079.367188 Penalty: 718.315063
	Iteration 16Q: 3 clusters Score -95079.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -95083.460938 Penalty: 718.315063
	Iteration 17Q: 3 clusters Score -95083.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -95085.781250 Penalty: 718.315063
	Iteration 18Q: 3 clusters Score -95085.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -95087.531250 Penalty: 718.315063
	Iteration 19Q: 3 clusters Score -95087.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -95088.289062 Penalty: 718.315063
	Iteration 20F: 3 clusters Score -95088.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Entering Unmasked Estep 
Score: -74800.781250 Penalty: 344.572266
	Iteration 0F: 2 clusters Score -74800.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -73402.335938 Penalty: 689.144531
	Iteration 0F: 3 clusters Score -73402.34 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -73819.328125 Penalty: 689.144531
	Iteration 1F: 3 clusters Score -73819.33 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -73918.109375 Penalty: 689.144531
	Iteration 2F: 3 clusters Score -73918.11 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -74015.546875 Penalty: 689.144531
	Iteration 3F: 3 clusters Score -74015.55 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -74092.609375 Penalty: 689.144531
	Iteration 4F: 3 clusters Score -74092.61 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -74157.132812 Penalty: 689.144531
	Iteration 5Q: 3 clusters Score -74157.13 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -74217.742188 Penalty: 689.144531
	Iteration 6Q: 3 clusters Score -74217.74 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -74268.898438 Penalty: 689.144531
	Iteration 7Q: 3 clusters Score -74268.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -74307.367188 Penalty: 689.144531
	Iteration 8Q: 3 clusters Score -74307.37 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -74343.945312 Penalty: 689.144531
	Iteration 9Q: 3 clusters Score -74343.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -74373.843750 Penalty: 689.144531
	Iteration 10Q: 3 clusters Score -74373.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -74391.867188 Penalty: 689.144531
	Iteration 11Q: 3 clusters Score -74391.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -74405.125000 Penalty: 689.144531
	Iteration 12Q: 3 clusters Score -74405.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -74412.921875 Penalty: 689.144531
	Iteration 13Q: 3 clusters Score -74412.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -74417.132812 Penalty: 689.144531
	Iteration 14Q: 3 clusters Score -74417.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -74423.890625 Penalty: 689.144531
	Iteration 15Q: 3 clusters Score -74423.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -74429.843750 Penalty: 689.144531
	Iteration 16Q: 3 clusters Score -74429.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -74433.312500 Penalty: 689.144531
	Iteration 17Q: 3 clusters Score -74433.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -74436.984375 Penalty: 689.144531
	Iteration 18Q: 3 clusters Score -74436.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -74438.757812 Penalty: 689.144531
	Iteration 19Q: 3 clusters Score -74438.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -74439.164062 Penalty: 689.144531
	Iteration 20F: 3 clusters Score -74439.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Entering Unmasked Estep 
Score: -255725.296875 Penalty: 403.403778
	Iteration 0F: 2 clusters Score -255725.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -250985.250000 Penalty: 806.807556
	Iteration 0F: 3 clusters Score -250985.2 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -252910.656250 Penalty: 806.807556
	Iteration 1F: 3 clusters Score -252910.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -253186.609375 Penalty: 806.807556
	Iteration 2F: 3 clusters Score -253186.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -253446.640625 Penalty: 806.807556
	Iteration 3F: 3 clusters Score -253446.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -253696.859375 Penalty: 806.807556
	Iteration 4F: 3 clusters Score -253696.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -253886.765625 Penalty: 806.807556
	Iteration 5F: 3 clusters Score -253886.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -254026.515625 Penalty: 806.807556
	Iteration 6Q: 3 clusters Score -254026.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -254133.843750 Penalty: 806.807556
	Iteration 7Q: 3 clusters Score -254133.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -254209.578125 Penalty: 806.807556
	Iteration 8Q: 3 clusters Score -254209.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -254264.875000 Penalty: 806.807556
	Iteration 9Q: 3 clusters Score -254264.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -254299.515625 Penalty: 806.807556
	Iteration 10Q: 3 clusters Score -254299.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -254327.437500 Penalty: 806.807556
	Iteration 11Q: 3 clusters Score -254327.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -254349.515625 Penalty: 806.807556
	Iteration 12Q: 3 clusters Score -254349.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -254370.812500 Penalty: 806.807556
	Iteration 13Q: 3 clusters Score -254370.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -254393.000000 Penalty: 806.807556
	Iteration 14Q: 3 clusters Score -254393 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -254415.390625 Penalty: 806.807556
	Iteration 15Q: 3 clusters Score -254415.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -254434.953125 Penalty: 806.807556
	Iteration 16Q: 3 clusters Score -254435 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -254449.796875 Penalty: 806.807556
	Iteration 17Q: 3 clusters Score -254449.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -254464.312500 Penalty: 806.807556
	Iteration 18Q: 3 clusters Score -254464.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -254478.937500 Penalty: 806.807556
	Iteration 19Q: 3 clusters Score -254478.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -254500.812500 Penalty: 806.807556
	Iteration 20F: 3 clusters Score -254500.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -254523.859375 Penalty: 806.807556
	Iteration 21Q: 3 clusters Score -254523.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -254547.875000 Penalty: 806.807556
	Iteration 22Q: 3 clusters Score -254547.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -254568.968750 Penalty: 806.807556
	Iteration 23Q: 3 clusters Score -254569 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -254595.437500 Penalty: 806.807556
	Iteration 24Q: 3 clusters Score -254595.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -254628.343750 Penalty: 806.807556
	Iteration 25Q: 3 clusters Score -254628.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -254681.156250 Penalty: 806.807556
	Iteration 26Q: 3 clusters Score -254681.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -254761.593750 Penalty: 806.807556
	Iteration 27Q: 3 clusters Score -254761.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -254835.875000 Penalty: 806.807556
	Iteration 28Q: 3 clusters Score -254835.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -254918.921875 Penalty: 806.807556
	Iteration 29Q: 3 clusters Score -254918.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -255001.062500 Penalty: 806.807556
	Iteration 30Q: 3 clusters Score -255001.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -255067.484375 Penalty: 806.807556
	Iteration 31Q: 3 clusters Score -255067.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -255131.578125 Penalty: 806.807556
	Iteration 32Q: 3 clusters Score -255131.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -255190.921875 Penalty: 806.807556
	Iteration 33Q: 3 clusters Score -255190.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -255236.484375 Penalty: 806.807556
	Iteration 34Q: 3 clusters Score -255236.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -255277.312500 Penalty: 806.807556
	Iteration 35Q: 3 clusters Score -255277.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -255314.156250 Penalty: 806.807556
	Iteration 36Q: 3 clusters Score -255314.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -255340.968750 Penalty: 806.807556
	Iteration 37Q: 3 clusters Score -255341 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -255361.828125 Penalty: 806.807556
	Iteration 38Q: 3 clusters Score -255361.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -255377.031250 Penalty: 806.807556
	Iteration 39Q: 3 clusters Score -255377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -255395.968750 Penalty: 806.807556
	Iteration 40F: 3 clusters Score -255396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -255409.234375 Penalty: 806.807556
	Iteration 41Q: 3 clusters Score -255409.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -255413.546875 Penalty: 806.807556
	Iteration 42Q: 3 clusters Score -255413.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -255415.156250 Penalty: 806.807556
	Iteration 43Q: 3 clusters Score -255415.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -255418.140625 Penalty: 806.807556
	Iteration 44Q: 3 clusters Score -255418.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -255419.843750 Penalty: 806.807556
	Iteration 45Q: 3 clusters Score -255419.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -255422.187500 Penalty: 806.807556
	Iteration 46Q: 3 clusters Score -255422.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -255425.343750 Penalty: 806.807556
	Iteration 47Q: 3 clusters Score -255425.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -255425.781250 Penalty: 806.807556
	Iteration 48Q: 3 clusters Score -255425.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -255425.875000 Penalty: 806.807556
	Iteration 49Q: 3 clusters Score -255425.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -255426.203125 Penalty: 806.807556
	Iteration 50Q: 3 clusters Score -255426.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -255427.906250 Penalty: 806.807556
	Iteration 51Q: 3 clusters Score -255427.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -255428.328125 Penalty: 806.807556
	Iteration 52Q: 3 clusters Score -255428.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -255428.562500 Penalty: 806.807556
	Iteration 53Q: 3 clusters Score -255428.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -255429.593750 Penalty: 806.807556
	Iteration 54Q: 3 clusters Score -255429.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -255429.937500 Penalty: 806.807556
	Iteration 55Q: 3 clusters Score -255429.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -255431.125000 Penalty: 806.807556
	Iteration 56Q: 3 clusters Score -255431.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -255432.015625 Penalty: 806.807556
	Iteration 57Q: 3 clusters Score -255432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -255432.578125 Penalty: 806.807556
	Iteration 58Q: 3 clusters Score -255432.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -255434.390625 Penalty: 806.807556
	Iteration 59Q: 3 clusters Score -255434.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -255436.062500 Penalty: 806.807556
	Iteration 60F: 3 clusters Score -255436.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -255437.343750 Penalty: 806.807556
	Iteration 61Q: 3 clusters Score -255437.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -255438.093750 Penalty: 806.807556
	Iteration 62Q: 3 clusters Score -255438.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -255440.125000 Penalty: 806.807556
	Iteration 63Q: 3 clusters Score -255440.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -255440.640625 Penalty: 806.807556
	Iteration 64Q: 3 clusters Score -255440.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -255441.671875 Penalty: 806.807556
	Iteration 65Q: 3 clusters Score -255441.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -255442.015625 Penalty: 806.807556
	Iteration 66Q: 3 clusters Score -255442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -255442.765625 Penalty: 806.807556
	Iteration 67Q: 3 clusters Score -255442.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -255442.781250 Penalty: 806.807556
	Iteration 68Q: 3 clusters Score -255442.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -255442.781250 Penalty: 806.807556
	Iteration 69F: 3 clusters Score -255442.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Entering Unmasked Estep 
Score: -301753.937500 Penalty: 409.178345
	Iteration 0F: 2 clusters Score -301753.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -296380.625000 Penalty: 818.356689
	Iteration 0F: 3 clusters Score -296380.6 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -298806.843750 Penalty: 818.356689
	Iteration 1F: 3 clusters Score -298806.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -299161.187500 Penalty: 818.356689
	Iteration 2F: 3 clusters Score -299161.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -299640.625000 Penalty: 818.356689
	Iteration 3F: 3 clusters Score -299640.6 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -300195.437500 Penalty: 818.356689
	Iteration 4F: 3 clusters Score -300195.4 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -300719.968750 Penalty: 818.356689
	Iteration 5F: 3 clusters Score -300720 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -301067.093750 Penalty: 818.356689
	Iteration 6F: 3 clusters Score -301067.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -301281.375000 Penalty: 818.356689
	Iteration 7Q: 3 clusters Score -301281.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -301446.531250 Penalty: 818.356689
	Iteration 8Q: 3 clusters Score -301446.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -301599.593750 Penalty: 818.356689
	Iteration 9Q: 3 clusters Score -301599.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -301729.218750 Penalty: 818.356689
	Iteration 10Q: 3 clusters Score -301729.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -301790.468750 Penalty: 818.356689
	Iteration 11Q: 3 clusters Score -301790.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -301819.593750 Penalty: 818.356689
	Iteration 12Q: 3 clusters Score -301819.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -301847.687500 Penalty: 818.356689
	Iteration 13Q: 3 clusters Score -301847.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -301858.718750 Penalty: 818.356689
	Iteration 14Q: 3 clusters Score -301858.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -301868.437500 Penalty: 818.356689
	Iteration 15Q: 3 clusters Score -301868.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -301876.656250 Penalty: 818.356689
	Iteration 16Q: 3 clusters Score -301876.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -301879.750000 Penalty: 818.356689
	Iteration 17Q: 3 clusters Score -301879.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -301885.468750 Penalty: 818.356689
	Iteration 18Q: 3 clusters Score -301885.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -301890.437500 Penalty: 818.356689
	Iteration 19Q: 3 clusters Score -301890.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -301893.968750 Penalty: 818.356689
	Iteration 20F: 3 clusters Score -301894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -301895.906250 Penalty: 818.356689
	Iteration 21Q: 3 clusters Score -301895.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -301898.093750 Penalty: 818.356689
	Iteration 22Q: 3 clusters Score -301898.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -301899.437500 Penalty: 818.356689
	Iteration 23Q: 3 clusters Score -301899.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -301901.718750 Penalty: 818.356689
	Iteration 24Q: 3 clusters Score -301901.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -301902.437500 Penalty: 818.356689
	Iteration 25Q: 3 clusters Score -301902.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -301904.187500 Penalty: 818.356689
	Iteration 26Q: 3 clusters Score -301904.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -301907.375000 Penalty: 818.356689
	Iteration 27Q: 3 clusters Score -301907.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -301909.187500 Penalty: 818.356689
	Iteration 28Q: 3 clusters Score -301909.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -301911.093750 Penalty: 818.356689
	Iteration 29Q: 3 clusters Score -301911.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -301912.750000 Penalty: 818.356689
	Iteration 30Q: 3 clusters Score -301912.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -301913.281250 Penalty: 818.356689
	Iteration 31Q: 3 clusters Score -301913.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -301913.937500 Penalty: 818.356689
	Iteration 32Q: 3 clusters Score -301913.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -301914.375000 Penalty: 818.356689
	Iteration 33Q: 3 clusters Score -301914.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -301914.937500 Penalty: 818.356689
	Iteration 34Q: 3 clusters Score -301914.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -301915.031250 Penalty: 818.356689
	Iteration 35Q: 3 clusters Score -301915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -301915.250000 Penalty: 818.356689
	Iteration 36Q: 3 clusters Score -301915.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -301916.437500 Penalty: 818.356689
	Iteration 37Q: 3 clusters Score -301916.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -301917.093750 Penalty: 818.356689
	Iteration 38Q: 3 clusters Score -301917.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -301918.062500 Penalty: 818.356689
	Iteration 39Q: 3 clusters Score -301918.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -301918.281250 Penalty: 818.356689
	Iteration 40F: 3 clusters Score -301918.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1814 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1945 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 929 members 
Mstep: Class 7 contains 10677 members 
Mstep: Class 8 contains 16728 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6925 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5760 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 10980 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 589288 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2641 members 
Mstep: Class 21 contains 9815 members 
Mstep: Class 22 contains 11216 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 13427 members 
Mstep: Class 27 contains 563965 members 
Mstep: Class 28 contains 2813 members 
Mstep: Class 29 contains 21315 members 
Mstep: Class 30 contains 6092 members 
Mstep: Class 31 contains 6505 members 
Mstep: Class 32 contains 1819 members 
Mstep: Class 33 contains 2758 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1906 members 
Mstep: Class 37 contains 4060 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11832 members 
Mstep: Class 41 contains 12315 members 
Mstep: Class 42 contains 4280 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 345 members 
Mstep: Class 45 contains 7117 members 
Entering Unmasked Estep 
Score: -50385748.000000 Penalty: 28958.546875
Splitting cluster 6 changes total score from -50385876.000000 to -50385748.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (10677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Entering Unmasked Estep 
Score: -384341.250000 Penalty: 422.051056
	Iteration 0F: 2 clusters Score -384341.2 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 5386 members 
Entering Unmasked Estep 
Score: -377215.781250 Penalty: 844.102112
	Iteration 0F: 3 clusters Score -377215.8 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -380335.250000 Penalty: 844.102112
	Iteration 1F: 3 clusters Score -380335.2 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -380812.875000 Penalty: 844.102112
	Iteration 2F: 3 clusters Score -380812.9 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -381421.406250 Penalty: 844.102112
	Iteration 3F: 3 clusters Score -381421.4 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -381944.125000 Penalty: 844.102112
	Iteration 4F: 3 clusters Score -381944.1 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -382319.937500 Penalty: 844.102112
	Iteration 5F: 3 clusters Score -382319.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -382553.468750 Penalty: 844.102112
	Iteration 6Q: 3 clusters Score -382553.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -382664.031250 Penalty: 844.102112
	Iteration 7Q: 3 clusters Score -382664 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -382712.625000 Penalty: 844.102112
	Iteration 8Q: 3 clusters Score -382712.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -382738.500000 Penalty: 844.102112
	Iteration 9Q: 3 clusters Score -382738.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -382752.468750 Penalty: 844.102112
	Iteration 10Q: 3 clusters Score -382752.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -382763.375000 Penalty: 844.102112
	Iteration 11Q: 3 clusters Score -382763.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -382770.000000 Penalty: 844.102112
	Iteration 12Q: 3 clusters Score -382770 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -382775.718750 Penalty: 844.102112
	Iteration 13Q: 3 clusters Score -382775.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -382785.468750 Penalty: 844.102112
	Iteration 14Q: 3 clusters Score -382785.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -382798.593750 Penalty: 844.102112
	Iteration 15Q: 3 clusters Score -382798.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -382812.343750 Penalty: 844.102112
	Iteration 16Q: 3 clusters Score -382812.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -382822.406250 Penalty: 844.102112
	Iteration 17Q: 3 clusters Score -382822.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -382832.687500 Penalty: 844.102112
	Iteration 18Q: 3 clusters Score -382832.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -382843.218750 Penalty: 844.102112
	Iteration 19Q: 3 clusters Score -382843.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -382854.531250 Penalty: 844.102112
	Iteration 20F: 3 clusters Score -382854.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -382861.843750 Penalty: 844.102112
	Iteration 21Q: 3 clusters Score -382861.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -382870.468750 Penalty: 844.102112
	Iteration 22Q: 3 clusters Score -382870.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -382879.906250 Penalty: 844.102112
	Iteration 23Q: 3 clusters Score -382879.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -382889.718750 Penalty: 844.102112
	Iteration 24Q: 3 clusters Score -382889.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -382896.812500 Penalty: 844.102112
	Iteration 25Q: 3 clusters Score -382896.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -382909.718750 Penalty: 844.102112
	Iteration 26Q: 3 clusters Score -382909.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -382921.531250 Penalty: 844.102112
	Iteration 27Q: 3 clusters Score -382921.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -382933.406250 Penalty: 844.102112
	Iteration 28Q: 3 clusters Score -382933.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -382943.875000 Penalty: 844.102112
	Iteration 29Q: 3 clusters Score -382943.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -382955.062500 Penalty: 844.102112
	Iteration 30Q: 3 clusters Score -382955.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -382966.031250 Penalty: 844.102112
	Iteration 31Q: 3 clusters Score -382966 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -382981.093750 Penalty: 844.102112
	Iteration 32Q: 3 clusters Score -382981.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -382998.781250 Penalty: 844.102112
	Iteration 33Q: 3 clusters Score -382998.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -383015.750000 Penalty: 844.102112
	Iteration 34Q: 3 clusters Score -383015.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -383033.500000 Penalty: 844.102112
	Iteration 35Q: 3 clusters Score -383033.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -383051.562500 Penalty: 844.102112
	Iteration 36Q: 3 clusters Score -383051.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -383069.750000 Penalty: 844.102112
	Iteration 37Q: 3 clusters Score -383069.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -383088.156250 Penalty: 844.102112
	Iteration 38Q: 3 clusters Score -383088.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -383114.062500 Penalty: 844.102112
	Iteration 39Q: 3 clusters Score -383114.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -383146.187500 Penalty: 844.102112
	Iteration 40F: 3 clusters Score -383146.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -383179.062500 Penalty: 844.102112
	Iteration 41Q: 3 clusters Score -383179.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -383223.687500 Penalty: 844.102112
	Iteration 42Q: 3 clusters Score -383223.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -383274.593750 Penalty: 844.102112
	Iteration 43Q: 3 clusters Score -383274.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -383323.062500 Penalty: 844.102112
	Iteration 44Q: 3 clusters Score -383323.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -383369.875000 Penalty: 844.102112
	Iteration 45Q: 3 clusters Score -383369.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -383417.218750 Penalty: 844.102112
	Iteration 46Q: 3 clusters Score -383417.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -383462.343750 Penalty: 844.102112
	Iteration 47Q: 3 clusters Score -383462.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -383498.718750 Penalty: 844.102112
	Iteration 48Q: 3 clusters Score -383498.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -383539.281250 Penalty: 844.102112
	Iteration 49Q: 3 clusters Score -383539.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -383584.937500 Penalty: 844.102112
	Iteration 50Q: 3 clusters Score -383584.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -383631.218750 Penalty: 844.102112
	Iteration 51Q: 3 clusters Score -383631.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -383673.906250 Penalty: 844.102112
	Iteration 52Q: 3 clusters Score -383673.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -383715.843750 Penalty: 844.102112
	Iteration 53Q: 3 clusters Score -383715.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -383750.687500 Penalty: 844.102112
	Iteration 54Q: 3 clusters Score -383750.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -383782.437500 Penalty: 844.102112
	Iteration 55Q: 3 clusters Score -383782.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -383808.125000 Penalty: 844.102112
	Iteration 56Q: 3 clusters Score -383808.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -383821.062500 Penalty: 844.102112
	Iteration 57Q: 3 clusters Score -383821.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -383832.500000 Penalty: 844.102112
	Iteration 58Q: 3 clusters Score -383832.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -383849.500000 Penalty: 844.102112
	Iteration 59Q: 3 clusters Score -383849.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -383863.968750 Penalty: 844.102112
	Iteration 60F: 3 clusters Score -383864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -383879.593750 Penalty: 844.102112
	Iteration 61Q: 3 clusters Score -383879.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -383891.093750 Penalty: 844.102112
	Iteration 62Q: 3 clusters Score -383891.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -383899.656250 Penalty: 844.102112
	Iteration 63Q: 3 clusters Score -383899.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -383910.125000 Penalty: 844.102112
	Iteration 64Q: 3 clusters Score -383910.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -383928.437500 Penalty: 844.102112
	Iteration 65Q: 3 clusters Score -383928.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -383944.625000 Penalty: 844.102112
	Iteration 66Q: 3 clusters Score -383944.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -383958.625000 Penalty: 844.102112
	Iteration 67Q: 3 clusters Score -383958.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -383967.250000 Penalty: 844.102112
	Iteration 68Q: 3 clusters Score -383967.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -383972.750000 Penalty: 844.102112
	Iteration 69Q: 3 clusters Score -383972.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -383977.437500 Penalty: 844.102112
	Iteration 70Q: 3 clusters Score -383977.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -383980.843750 Penalty: 844.102112
	Iteration 71Q: 3 clusters Score -383980.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -383982.343750 Penalty: 844.102112
	Iteration 72Q: 3 clusters Score -383982.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -383982.687500 Penalty: 844.102112
	Iteration 73Q: 3 clusters Score -383982.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -383982.687500 Penalty: 844.102112
	Iteration 74F: 3 clusters Score -383982.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Entering Unmasked Estep 
Score: -618310.187500 Penalty: 442.480194
	Iteration 0F: 2 clusters Score -618310.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -607126.812500 Penalty: 884.960388
	Iteration 0F: 3 clusters Score -607126.8 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -611994.375000 Penalty: 884.960388
	Iteration 1F: 3 clusters Score -611994.4 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -612596.375000 Penalty: 884.960388
	Iteration 2F: 3 clusters Score -612596.4 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -613378.750000 Penalty: 884.960388
	Iteration 3F: 3 clusters Score -613378.8 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -614323.437500 Penalty: 884.960388
	Iteration 4F: 3 clusters Score -614323.4 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -615439.875000 Penalty: 884.960388
	Iteration 5F: 3 clusters Score -615439.9 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -616474.937500 Penalty: 884.960388
	Iteration 6F: 3 clusters Score -616474.9 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -617213.312500 Penalty: 884.960388
	Iteration 7Q: 3 clusters Score -617213.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -617622.625000 Penalty: 884.960388
	Iteration 8Q: 3 clusters Score -617622.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -617794.937500 Penalty: 884.960388
	Iteration 9Q: 3 clusters Score -617794.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -617868.437500 Penalty: 884.960388
	Iteration 10Q: 3 clusters Score -617868.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -617908.875000 Penalty: 884.960388
	Iteration 11Q: 3 clusters Score -617908.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -617929.312500 Penalty: 884.960388
	Iteration 12Q: 3 clusters Score -617929.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -617944.875000 Penalty: 884.960388
	Iteration 13Q: 3 clusters Score -617944.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -617947.875000 Penalty: 884.960388
	Iteration 14Q: 3 clusters Score -617947.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -617950.875000 Penalty: 884.960388
	Iteration 15Q: 3 clusters Score -617950.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -617953.875000 Penalty: 884.960388
	Iteration 16Q: 3 clusters Score -617953.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -617955.687500 Penalty: 884.960388
	Iteration 17Q: 3 clusters Score -617955.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -617955.750000 Penalty: 884.960388
	Iteration 18Q: 3 clusters Score -617955.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -617955.750000 Penalty: 884.960388
	Iteration 19F: 3 clusters Score -617955.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Entering Unmasked Estep 
Score: -130466.210938 Penalty: 373.374695
	Iteration 0F: 2 clusters Score -130466.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -127940.851562 Penalty: 746.749390
	Iteration 0F: 3 clusters Score -127940.9 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -128888.523438 Penalty: 746.749390
	Iteration 1F: 3 clusters Score -128888.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -129041.601562 Penalty: 746.749390
	Iteration 2F: 3 clusters Score -129041.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -129175.945312 Penalty: 746.749390
	Iteration 3F: 3 clusters Score -129175.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -129295.140625 Penalty: 746.749390
	Iteration 4F: 3 clusters Score -129295.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -129431.632812 Penalty: 746.749390
	Iteration 5F: 3 clusters Score -129431.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -129580.476562 Penalty: 746.749390
	Iteration 6F: 3 clusters Score -129580.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -129714.484375 Penalty: 746.749390
	Iteration 7F: 3 clusters Score -129714.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -129817.484375 Penalty: 746.749390
	Iteration 8Q: 3 clusters Score -129817.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -129902.765625 Penalty: 746.749390
	Iteration 9Q: 3 clusters Score -129902.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -129959.140625 Penalty: 746.749390
	Iteration 10Q: 3 clusters Score -129959.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -129998.859375 Penalty: 746.749390
	Iteration 11Q: 3 clusters Score -129998.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -130027.375000 Penalty: 746.749390
	Iteration 12Q: 3 clusters Score -130027.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -130051.757812 Penalty: 746.749390
	Iteration 13Q: 3 clusters Score -130051.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -130067.429688 Penalty: 746.749390
	Iteration 14Q: 3 clusters Score -130067.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -130078.617188 Penalty: 746.749390
	Iteration 15Q: 3 clusters Score -130078.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -130094.523438 Penalty: 746.749390
	Iteration 16Q: 3 clusters Score -130094.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -130112.976562 Penalty: 746.749390
	Iteration 17Q: 3 clusters Score -130113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -130125.257812 Penalty: 746.749390
	Iteration 18Q: 3 clusters Score -130125.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -130136.523438 Penalty: 746.749390
	Iteration 19Q: 3 clusters Score -130136.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -130151.257812 Penalty: 746.749390
	Iteration 20F: 3 clusters Score -130151.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -130162.445312 Penalty: 746.749390
	Iteration 21Q: 3 clusters Score -130162.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -130167.890625 Penalty: 746.749390
	Iteration 22Q: 3 clusters Score -130167.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -130173.570312 Penalty: 746.749390
	Iteration 23Q: 3 clusters Score -130173.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -130178.187500 Penalty: 746.749390
	Iteration 24Q: 3 clusters Score -130178.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -130182.156250 Penalty: 746.749390
	Iteration 25Q: 3 clusters Score -130182.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -130185.109375 Penalty: 746.749390
	Iteration 26Q: 3 clusters Score -130185.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -130186.312500 Penalty: 746.749390
	Iteration 27Q: 3 clusters Score -130186.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -130186.312500 Penalty: 746.749390
	Iteration 28F: 3 clusters Score -130186.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Entering Unmasked Estep 
Score: -89632.218750 Penalty: 355.352600
	Iteration 0F: 2 clusters Score -89632.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -87944.570312 Penalty: 710.705200
	Iteration 0F: 3 clusters Score -87944.57 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -88514.734375 Penalty: 710.705200
	Iteration 1F: 3 clusters Score -88514.73 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -88620.476562 Penalty: 710.705200
	Iteration 2F: 3 clusters Score -88620.48 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -88743.796875 Penalty: 710.705200
	Iteration 3F: 3 clusters Score -88743.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -88872.601562 Penalty: 710.705200
	Iteration 4F: 3 clusters Score -88872.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -88991.359375 Penalty: 710.705200
	Iteration 5F: 3 clusters Score -88991.36 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -89064.179688 Penalty: 710.705200
	Iteration 6Q: 3 clusters Score -89064.18 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -89108.117188 Penalty: 710.705200
	Iteration 7Q: 3 clusters Score -89108.12 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -89154.312500 Penalty: 710.705200
	Iteration 8Q: 3 clusters Score -89154.31 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -89193.054688 Penalty: 710.705200
	Iteration 9Q: 3 clusters Score -89193.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -89218.812500 Penalty: 710.705200
	Iteration 10Q: 3 clusters Score -89218.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -89235.914062 Penalty: 710.705200
	Iteration 11Q: 3 clusters Score -89235.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -89244.625000 Penalty: 710.705200
	Iteration 12Q: 3 clusters Score -89244.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -89253.742188 Penalty: 710.705200
	Iteration 13Q: 3 clusters Score -89253.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -89263.296875 Penalty: 710.705200
	Iteration 14Q: 3 clusters Score -89263.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -89280.187500 Penalty: 710.705200
	Iteration 15Q: 3 clusters Score -89280.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -89297.906250 Penalty: 710.705200
	Iteration 16Q: 3 clusters Score -89297.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -89314.929688 Penalty: 710.705200
	Iteration 17Q: 3 clusters Score -89314.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -89323.187500 Penalty: 710.705200
	Iteration 18Q: 3 clusters Score -89323.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -89329.703125 Penalty: 710.705200
	Iteration 19Q: 3 clusters Score -89329.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -89334.343750 Penalty: 710.705200
	Iteration 20F: 3 clusters Score -89334.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -89340.320312 Penalty: 710.705200
	Iteration 21Q: 3 clusters Score -89340.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -89343.179688 Penalty: 710.705200
	Iteration 22Q: 3 clusters Score -89343.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -89344.382812 Penalty: 710.705200
	Iteration 23Q: 3 clusters Score -89344.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -89344.382812 Penalty: 710.705200
	Iteration 24F: 3 clusters Score -89344.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Entering Unmasked Estep 
Score: -253149.796875 Penalty: 402.351654
	Iteration 0F: 2 clusters Score -253149.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -248518.421875 Penalty: 804.703308
	Iteration 0F: 3 clusters Score -248518.4 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -250419.406250 Penalty: 804.703308
	Iteration 1F: 3 clusters Score -250419.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -250770.328125 Penalty: 804.703308
	Iteration 2F: 3 clusters Score -250770.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -251193.375000 Penalty: 804.703308
	Iteration 3F: 3 clusters Score -251193.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -251562.750000 Penalty: 804.703308
	Iteration 4F: 3 clusters Score -251562.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -251868.500000 Penalty: 804.703308
	Iteration 5F: 3 clusters Score -251868.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -252044.953125 Penalty: 804.703308
	Iteration 6Q: 3 clusters Score -252045 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -252122.015625 Penalty: 804.703308
	Iteration 7Q: 3 clusters Score -252122 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -252173.640625 Penalty: 804.703308
	Iteration 8Q: 3 clusters Score -252173.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -252225.046875 Penalty: 804.703308
	Iteration 9Q: 3 clusters Score -252225 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -252270.593750 Penalty: 804.703308
	Iteration 10Q: 3 clusters Score -252270.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -252309.578125 Penalty: 804.703308
	Iteration 11Q: 3 clusters Score -252309.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -252347.843750 Penalty: 804.703308
	Iteration 12Q: 3 clusters Score -252347.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -252373.937500 Penalty: 804.703308
	Iteration 13Q: 3 clusters Score -252373.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -252399.765625 Penalty: 804.703308
	Iteration 14Q: 3 clusters Score -252399.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -252431.171875 Penalty: 804.703308
	Iteration 15Q: 3 clusters Score -252431.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -252466.484375 Penalty: 804.703308
	Iteration 16Q: 3 clusters Score -252466.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -252503.843750 Penalty: 804.703308
	Iteration 17Q: 3 clusters Score -252503.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -252536.296875 Penalty: 804.703308
	Iteration 18Q: 3 clusters Score -252536.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -252569.796875 Penalty: 804.703308
	Iteration 19Q: 3 clusters Score -252569.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -252601.531250 Penalty: 804.703308
	Iteration 20F: 3 clusters Score -252601.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -252631.937500 Penalty: 804.703308
	Iteration 21Q: 3 clusters Score -252631.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -252663.718750 Penalty: 804.703308
	Iteration 22Q: 3 clusters Score -252663.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -252691.906250 Penalty: 804.703308
	Iteration 23Q: 3 clusters Score -252691.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -252720.718750 Penalty: 804.703308
	Iteration 24Q: 3 clusters Score -252720.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -252740.421875 Penalty: 804.703308
	Iteration 25Q: 3 clusters Score -252740.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -252756.828125 Penalty: 804.703308
	Iteration 26Q: 3 clusters Score -252756.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -252764.343750 Penalty: 804.703308
	Iteration 27Q: 3 clusters Score -252764.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -252769.234375 Penalty: 804.703308
	Iteration 28Q: 3 clusters Score -252769.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -252774.781250 Penalty: 804.703308
	Iteration 29Q: 3 clusters Score -252774.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -252780.718750 Penalty: 804.703308
	Iteration 30Q: 3 clusters Score -252780.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -252786.187500 Penalty: 804.703308
	Iteration 31Q: 3 clusters Score -252786.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -252792.250000 Penalty: 804.703308
	Iteration 32Q: 3 clusters Score -252792.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -252795.296875 Penalty: 804.703308
	Iteration 33Q: 3 clusters Score -252795.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -252797.625000 Penalty: 804.703308
	Iteration 34Q: 3 clusters Score -252797.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -252802.125000 Penalty: 804.703308
	Iteration 35Q: 3 clusters Score -252802.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -252804.765625 Penalty: 804.703308
	Iteration 36Q: 3 clusters Score -252804.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -252811.500000 Penalty: 804.703308
	Iteration 37Q: 3 clusters Score -252811.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -252816.421875 Penalty: 804.703308
	Iteration 38Q: 3 clusters Score -252816.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -252819.062500 Penalty: 804.703308
	Iteration 39Q: 3 clusters Score -252819.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -252825.156250 Penalty: 804.703308
	Iteration 40F: 3 clusters Score -252825.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -252829.187500 Penalty: 804.703308
	Iteration 41Q: 3 clusters Score -252829.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -252834.140625 Penalty: 804.703308
	Iteration 42Q: 3 clusters Score -252834.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -252838.140625 Penalty: 804.703308
	Iteration 43Q: 3 clusters Score -252838.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -252841.875000 Penalty: 804.703308
	Iteration 44Q: 3 clusters Score -252841.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -252846.421875 Penalty: 804.703308
	Iteration 45Q: 3 clusters Score -252846.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -252851.203125 Penalty: 804.703308
	Iteration 46Q: 3 clusters Score -252851.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -252854.750000 Penalty: 804.703308
	Iteration 47Q: 3 clusters Score -252854.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -252857.796875 Penalty: 804.703308
	Iteration 48Q: 3 clusters Score -252857.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -252863.781250 Penalty: 804.703308
	Iteration 49Q: 3 clusters Score -252863.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -252866.312500 Penalty: 804.703308
	Iteration 50Q: 3 clusters Score -252866.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -252869.843750 Penalty: 804.703308
	Iteration 51Q: 3 clusters Score -252869.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -252874.218750 Penalty: 804.703308
	Iteration 52Q: 3 clusters Score -252874.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -252876.203125 Penalty: 804.703308
	Iteration 53Q: 3 clusters Score -252876.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -252878.875000 Penalty: 804.703308
	Iteration 54Q: 3 clusters Score -252878.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -252879.875000 Penalty: 804.703308
	Iteration 55Q: 3 clusters Score -252879.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -252881.046875 Penalty: 804.703308
	Iteration 56Q: 3 clusters Score -252881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -252881.890625 Penalty: 804.703308
	Iteration 57Q: 3 clusters Score -252881.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -252882.625000 Penalty: 804.703308
	Iteration 58Q: 3 clusters Score -252882.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -252883.218750 Penalty: 804.703308
	Iteration 59Q: 3 clusters Score -252883.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -252883.500000 Penalty: 804.703308
	Iteration 60F: 3 clusters Score -252883.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -252883.765625 Penalty: 804.703308
	Iteration 61Q: 3 clusters Score -252883.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -252883.578125 Penalty: 804.703308
	Iteration 62Q: 3 clusters Score -252883.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -252883.937500 Penalty: 804.703308
	Iteration 63Q: 3 clusters Score -252883.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -252884.312500 Penalty: 804.703308
	Iteration 64Q: 3 clusters Score -252884.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -252885.140625 Penalty: 804.703308
	Iteration 65Q: 3 clusters Score -252885.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -252886.750000 Penalty: 804.703308
	Iteration 66Q: 3 clusters Score -252886.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -252887.140625 Penalty: 804.703308
	Iteration 67Q: 3 clusters Score -252887.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -252887.843750 Penalty: 804.703308
	Iteration 68Q: 3 clusters Score -252887.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -252888.531250 Penalty: 804.703308
	Iteration 69Q: 3 clusters Score -252888.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -252889.312500 Penalty: 804.703308
	Iteration 70Q: 3 clusters Score -252889.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -252890.000000 Penalty: 804.703308
	Iteration 71Q: 3 clusters Score -252890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -252892.578125 Penalty: 804.703308
	Iteration 72Q: 3 clusters Score -252892.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -252895.343750 Penalty: 804.703308
	Iteration 73Q: 3 clusters Score -252895.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -252895.765625 Penalty: 804.703308
	Iteration 74Q: 3 clusters Score -252895.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -252897.343750 Penalty: 804.703308
	Iteration 75Q: 3 clusters Score -252897.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -252897.343750 Penalty: 804.703308
	Iteration 76F: 3 clusters Score -252897.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Entering Unmasked Estep 
Score: -32186.750000 Penalty: 310.951965
	Iteration 0F: 2 clusters Score -32186.75 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 464 members 
Entering Unmasked Estep 
Score: -31431.863281 Penalty: 621.903931
	Iteration 0F: 3 clusters Score -31431.86 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -31635.041016 Penalty: 621.903931
	Iteration 1F: 3 clusters Score -31635.04 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -31676.808594 Penalty: 621.903931
	Iteration 2F: 3 clusters Score -31676.81 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -31726.576172 Penalty: 621.903931
	Iteration 3F: 3 clusters Score -31726.58 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -31773.105469 Penalty: 621.903931
	Iteration 4F: 3 clusters Score -31773.11 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -31828.445312 Penalty: 621.903931
	Iteration 5F: 3 clusters Score -31828.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -31867.236328 Penalty: 621.903931
	Iteration 6F: 3 clusters Score -31867.24 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -31889.726562 Penalty: 621.903931
	Iteration 7Q: 3 clusters Score -31889.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -31900.789062 Penalty: 621.903931
	Iteration 8Q: 3 clusters Score -31900.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -31908.703125 Penalty: 621.903931
	Iteration 9Q: 3 clusters Score -31908.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -31918.886719 Penalty: 621.903931
	Iteration 10Q: 3 clusters Score -31918.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -31925.306641 Penalty: 621.903931
	Iteration 11Q: 3 clusters Score -31925.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -31932.708984 Penalty: 621.903931
	Iteration 12Q: 3 clusters Score -31932.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -31942.044922 Penalty: 621.903931
	Iteration 13Q: 3 clusters Score -31942.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -31951.957031 Penalty: 621.903931
	Iteration 14Q: 3 clusters Score -31951.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -31960.943359 Penalty: 621.903931
	Iteration 15Q: 3 clusters Score -31960.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -31971.322266 Penalty: 621.903931
	Iteration 16Q: 3 clusters Score -31971.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -31975.287109 Penalty: 621.903931
	Iteration 17Q: 3 clusters Score -31975.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -31979.128906 Penalty: 621.903931
	Iteration 18Q: 3 clusters Score -31979.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -31984.611328 Penalty: 621.903931
	Iteration 19Q: 3 clusters Score -31984.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -31986.968750 Penalty: 621.903931
	Iteration 20F: 3 clusters Score -31986.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -31989.509766 Penalty: 621.903931
	Iteration 21Q: 3 clusters Score -31989.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -31991.273438 Penalty: 621.903931
	Iteration 22Q: 3 clusters Score -31991.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -31991.273438 Penalty: 621.903931
	Iteration 23F: 3 clusters Score -31991.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Entering Unmasked Estep 
Score: -213450.843750 Penalty: 393.970490
	Iteration 0F: 2 clusters Score -213450.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -209560.953125 Penalty: 787.940979
	Iteration 0F: 3 clusters Score -209561 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -211173.218750 Penalty: 787.940979
	Iteration 1F: 3 clusters Score -211173.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -211502.656250 Penalty: 787.940979
	Iteration 2F: 3 clusters Score -211502.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -211888.640625 Penalty: 787.940979
	Iteration 3F: 3 clusters Score -211888.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -212310.765625 Penalty: 787.940979
	Iteration 4F: 3 clusters Score -212310.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -212699.921875 Penalty: 787.940979
	Iteration 5F: 3 clusters Score -212699.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -212906.562500 Penalty: 787.940979
	Iteration 6Q: 3 clusters Score -212906.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -212996.562500 Penalty: 787.940979
	Iteration 7Q: 3 clusters Score -212996.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -213049.671875 Penalty: 787.940979
	Iteration 8Q: 3 clusters Score -213049.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -213090.953125 Penalty: 787.940979
	Iteration 9Q: 3 clusters Score -213091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -213105.187500 Penalty: 787.940979
	Iteration 10Q: 3 clusters Score -213105.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -213110.765625 Penalty: 787.940979
	Iteration 11Q: 3 clusters Score -213110.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -213111.265625 Penalty: 787.940979
	Iteration 12Q: 3 clusters Score -213111.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -213111.890625 Penalty: 787.940979
	Iteration 13Q: 3 clusters Score -213111.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -213113.296875 Penalty: 787.940979
	Iteration 14Q: 3 clusters Score -213113.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -213113.296875 Penalty: 787.940979
	Iteration 15F: 3 clusters Score -213113.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Entering Unmasked Estep 
Score: -369712.000000 Penalty: 419.392365
	Iteration 0F: 2 clusters Score -369712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -362885.187500 Penalty: 838.784729
	Iteration 0F: 3 clusters Score -362885.2 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -365757.593750 Penalty: 838.784729
	Iteration 1F: 3 clusters Score -365757.6 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -366189.187500 Penalty: 838.784729
	Iteration 2F: 3 clusters Score -366189.2 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -366669.062500 Penalty: 838.784729
	Iteration 3F: 3 clusters Score -366669.1 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -367165.375000 Penalty: 838.784729
	Iteration 4F: 3 clusters Score -367165.4 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -367670.375000 Penalty: 838.784729
	Iteration 5F: 3 clusters Score -367670.4 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -368104.593750 Penalty: 838.784729
	Iteration 6F: 3 clusters Score -368104.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -368469.125000 Penalty: 838.784729
	Iteration 7F: 3 clusters Score -368469.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -368752.718750 Penalty: 838.784729
	Iteration 8Q: 3 clusters Score -368752.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -368934.593750 Penalty: 838.784729
	Iteration 9Q: 3 clusters Score -368934.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -369059.625000 Penalty: 838.784729
	Iteration 10Q: 3 clusters Score -369059.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -369157.718750 Penalty: 838.784729
	Iteration 11Q: 3 clusters Score -369157.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -369221.406250 Penalty: 838.784729
	Iteration 12Q: 3 clusters Score -369221.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -369255.656250 Penalty: 838.784729
	Iteration 13Q: 3 clusters Score -369255.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -369286.781250 Penalty: 838.784729
	Iteration 14Q: 3 clusters Score -369286.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -369314.218750 Penalty: 838.784729
	Iteration 15Q: 3 clusters Score -369314.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -369335.281250 Penalty: 838.784729
	Iteration 16Q: 3 clusters Score -369335.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -369356.468750 Penalty: 838.784729
	Iteration 17Q: 3 clusters Score -369356.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -369374.218750 Penalty: 838.784729
	Iteration 18Q: 3 clusters Score -369374.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -369385.218750 Penalty: 838.784729
	Iteration 19Q: 3 clusters Score -369385.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -369390.062500 Penalty: 838.784729
	Iteration 20F: 3 clusters Score -369390.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -369395.781250 Penalty: 838.784729
	Iteration 21Q: 3 clusters Score -369395.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -369402.000000 Penalty: 838.784729
	Iteration 22Q: 3 clusters Score -369402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -369404.718750 Penalty: 838.784729
	Iteration 23Q: 3 clusters Score -369404.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -369406.625000 Penalty: 838.784729
	Iteration 24Q: 3 clusters Score -369406.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -369408.062500 Penalty: 838.784729
	Iteration 25Q: 3 clusters Score -369408.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -369410.000000 Penalty: 838.784729
	Iteration 26Q: 3 clusters Score -369410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -369411.250000 Penalty: 838.784729
	Iteration 27Q: 3 clusters Score -369411.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -369410.875000 Penalty: 838.784729
	Iteration 28Q: 3 clusters Score -369410.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -369410.781250 Penalty: 838.784729
	Iteration 29Q: 3 clusters Score -369410.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -369410.781250 Penalty: 838.784729
	Iteration 30F: 3 clusters Score -369410.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Entering Unmasked Estep 
Score: -402318.750000 Penalty: 423.324310
	Iteration 0F: 2 clusters Score -402318.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -394951.906250 Penalty: 846.648621
	Iteration 0F: 3 clusters Score -394951.9 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -397911.093750 Penalty: 846.648621
	Iteration 1F: 3 clusters Score -397911.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -398120.250000 Penalty: 846.648621
	Iteration 2F: 3 clusters Score -398120.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -398343.343750 Penalty: 846.648621
	Iteration 3Q: 3 clusters Score -398343.3 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -398621.843750 Penalty: 846.648621
	Iteration 4F: 3 clusters Score -398621.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -399008.625000 Penalty: 846.648621
	Iteration 5F: 3 clusters Score -399008.6 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -399523.281250 Penalty: 846.648621
	Iteration 6F: 3 clusters Score -399523.3 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -400012.593750 Penalty: 846.648621
	Iteration 7F: 3 clusters Score -400012.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -400331.281250 Penalty: 846.648621
	Iteration 8Q: 3 clusters Score -400331.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -400515.531250 Penalty: 846.648621
	Iteration 9Q: 3 clusters Score -400515.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -400630.656250 Penalty: 846.648621
	Iteration 10Q: 3 clusters Score -400630.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -400744.812500 Penalty: 846.648621
	Iteration 11Q: 3 clusters Score -400744.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -400866.781250 Penalty: 846.648621
	Iteration 12Q: 3 clusters Score -400866.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -401010.906250 Penalty: 846.648621
	Iteration 13Q: 3 clusters Score -401010.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -401162.125000 Penalty: 846.648621
	Iteration 14Q: 3 clusters Score -401162.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -401348.000000 Penalty: 846.648621
	Iteration 15Q: 3 clusters Score -401348 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -401515.281250 Penalty: 846.648621
	Iteration 16Q: 3 clusters Score -401515.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -401657.531250 Penalty: 846.648621
	Iteration 17Q: 3 clusters Score -401657.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -401744.906250 Penalty: 846.648621
	Iteration 18Q: 3 clusters Score -401744.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -401795.406250 Penalty: 846.648621
	Iteration 19Q: 3 clusters Score -401795.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -401832.093750 Penalty: 846.648621
	Iteration 20F: 3 clusters Score -401832.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -401867.531250 Penalty: 846.648621
	Iteration 21Q: 3 clusters Score -401867.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -401889.906250 Penalty: 846.648621
	Iteration 22Q: 3 clusters Score -401889.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -401918.718750 Penalty: 846.648621
	Iteration 23Q: 3 clusters Score -401918.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -401935.375000 Penalty: 846.648621
	Iteration 24Q: 3 clusters Score -401935.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -401945.625000 Penalty: 846.648621
	Iteration 25Q: 3 clusters Score -401945.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -401952.687500 Penalty: 846.648621
	Iteration 26Q: 3 clusters Score -401952.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -401958.093750 Penalty: 846.648621
	Iteration 27Q: 3 clusters Score -401958.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -401959.562500 Penalty: 846.648621
	Iteration 28Q: 3 clusters Score -401959.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -401962.375000 Penalty: 846.648621
	Iteration 29Q: 3 clusters Score -401962.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -401963.656250 Penalty: 846.648621
	Iteration 30Q: 3 clusters Score -401963.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -401964.375000 Penalty: 846.648621
	Iteration 31Q: 3 clusters Score -401964.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -401966.656250 Penalty: 846.648621
	Iteration 32Q: 3 clusters Score -401966.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -401970.312500 Penalty: 846.648621
	Iteration 33Q: 3 clusters Score -401970.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -401971.843750 Penalty: 846.648621
	Iteration 34Q: 3 clusters Score -401971.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -401975.375000 Penalty: 846.648621
	Iteration 35Q: 3 clusters Score -401975.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -401978.406250 Penalty: 846.648621
	Iteration 36Q: 3 clusters Score -401978.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -401980.125000 Penalty: 846.648621
	Iteration 37Q: 3 clusters Score -401980.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -401981.562500 Penalty: 846.648621
	Iteration 38Q: 3 clusters Score -401981.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -401981.687500 Penalty: 846.648621
	Iteration 39Q: 3 clusters Score -401981.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -401982.937500 Penalty: 846.648621
	Iteration 40F: 3 clusters Score -401982.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -401983.375000 Penalty: 846.648621
	Iteration 41Q: 3 clusters Score -401983.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -401984.656250 Penalty: 846.648621
	Iteration 42Q: 3 clusters Score -401984.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -401984.750000 Penalty: 846.648621
	Iteration 43Q: 3 clusters Score -401984.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -401985.250000 Penalty: 846.648621
	Iteration 44Q: 3 clusters Score -401985.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -401984.937500 Penalty: 846.648621
	Iteration 45Q: 3 clusters Score -401984.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -401984.937500 Penalty: 846.648621
	Iteration 46F: 3 clusters Score -401984.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -30883.507812 Penalty: 307.756775
	Iteration 0F: 2 clusters Score -30883.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -30155.404297 Penalty: 615.513550
	Iteration 0F: 3 clusters Score -30155.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -30433.808594 Penalty: 615.513550
	Iteration 1F: 3 clusters Score -30433.81 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -30519.750000 Penalty: 615.513550
	Iteration 2F: 3 clusters Score -30519.75 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -30564.822266 Penalty: 615.513550
	Iteration 3F: 3 clusters Score -30564.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -30593.626953 Penalty: 615.513550
	Iteration 4Q: 3 clusters Score -30593.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -30618.371094 Penalty: 615.513550
	Iteration 5Q: 3 clusters Score -30618.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -30633.769531 Penalty: 615.513550
	Iteration 6Q: 3 clusters Score -30633.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -30645.289062 Penalty: 615.513550
	Iteration 7Q: 3 clusters Score -30645.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -30654.380859 Penalty: 615.513550
	Iteration 8Q: 3 clusters Score -30654.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -30666.123047 Penalty: 615.513550
	Iteration 9Q: 3 clusters Score -30666.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -30674.068359 Penalty: 615.513550
	Iteration 10Q: 3 clusters Score -30674.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -30677.324219 Penalty: 615.513550
	Iteration 11Q: 3 clusters Score -30677.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -30679.521484 Penalty: 615.513550
	Iteration 12Q: 3 clusters Score -30679.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -30679.521484 Penalty: 615.513550
	Iteration 13F: 3 clusters Score -30679.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Entering Unmasked Estep 
Score: -145122.687500 Penalty: 375.969910
	Iteration 0F: 2 clusters Score -145122.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -142457.234375 Penalty: 751.939819
	Iteration 0F: 3 clusters Score -142457.2 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -143346.437500 Penalty: 751.939819
	Iteration 1F: 3 clusters Score -143346.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -143455.796875 Penalty: 751.939819
	Iteration 2F: 3 clusters Score -143455.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -143588.937500 Penalty: 751.939819
	Iteration 3F: 3 clusters Score -143588.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -143770.687500 Penalty: 751.939819
	Iteration 4F: 3 clusters Score -143770.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -143991.578125 Penalty: 751.939819
	Iteration 5F: 3 clusters Score -143991.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -144194.281250 Penalty: 751.939819
	Iteration 6F: 3 clusters Score -144194.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -144304.484375 Penalty: 751.939819
	Iteration 7F: 3 clusters Score -144304.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -144353.046875 Penalty: 751.939819
	Iteration 8Q: 3 clusters Score -144353 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -144383.281250 Penalty: 751.939819
	Iteration 9Q: 3 clusters Score -144383.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -144413.750000 Penalty: 751.939819
	Iteration 10Q: 3 clusters Score -144413.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -144438.781250 Penalty: 751.939819
	Iteration 11Q: 3 clusters Score -144438.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -144452.500000 Penalty: 751.939819
	Iteration 12Q: 3 clusters Score -144452.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -144464.515625 Penalty: 751.939819
	Iteration 13Q: 3 clusters Score -144464.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -144475.234375 Penalty: 751.939819
	Iteration 14Q: 3 clusters Score -144475.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -144481.812500 Penalty: 751.939819
	Iteration 15Q: 3 clusters Score -144481.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -144484.375000 Penalty: 751.939819
	Iteration 16Q: 3 clusters Score -144484.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -144487.765625 Penalty: 751.939819
	Iteration 17Q: 3 clusters Score -144487.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -144492.781250 Penalty: 751.939819
	Iteration 18Q: 3 clusters Score -144492.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -144495.343750 Penalty: 751.939819
	Iteration 19Q: 3 clusters Score -144495.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -144497.765625 Penalty: 751.939819
	Iteration 20F: 3 clusters Score -144497.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -144499.859375 Penalty: 751.939819
	Iteration 21Q: 3 clusters Score -144499.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -144502.968750 Penalty: 751.939819
	Iteration 22Q: 3 clusters Score -144503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -144506.906250 Penalty: 751.939819
	Iteration 23Q: 3 clusters Score -144506.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -144509.781250 Penalty: 751.939819
	Iteration 24Q: 3 clusters Score -144509.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -144511.390625 Penalty: 751.939819
	Iteration 25Q: 3 clusters Score -144511.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -144512.031250 Penalty: 751.939819
	Iteration 26Q: 3 clusters Score -144512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -144512.687500 Penalty: 751.939819
	Iteration 27Q: 3 clusters Score -144512.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -144513.265625 Penalty: 751.939819
	Iteration 28Q: 3 clusters Score -144513.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -144513.703125 Penalty: 751.939819
	Iteration 29Q: 3 clusters Score -144513.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -144514.812500 Penalty: 751.939819
	Iteration 30Q: 3 clusters Score -144514.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -144516.109375 Penalty: 751.939819
	Iteration 31Q: 3 clusters Score -144516.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -144517.656250 Penalty: 751.939819
	Iteration 32Q: 3 clusters Score -144517.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -144518.203125 Penalty: 751.939819
	Iteration 33Q: 3 clusters Score -144518.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -144518.562500 Penalty: 751.939819
	Iteration 34Q: 3 clusters Score -144518.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -144518.843750 Penalty: 751.939819
	Iteration 35Q: 3 clusters Score -144518.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -144519.312500 Penalty: 751.939819
	Iteration 36Q: 3 clusters Score -144519.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -144519.296875 Penalty: 751.939819
	Iteration 37Q: 3 clusters Score -144519.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -144519.218750 Penalty: 751.939819
	Iteration 38Q: 3 clusters Score -144519.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -144519.218750 Penalty: 751.939819
	Iteration 39F: 3 clusters Score -144519.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (589288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589288 members 
Entering Unmasked Estep 
Score: -22330138.000000 Penalty: 604.543518
	Iteration 0F: 2 clusters Score -2.233014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294659 members 
Mstep: Class 2 contains 294629 members 
Entering Unmasked Estep 
Score: -21931894.000000 Penalty: 1209.087036
	Iteration 0F: 3 clusters Score -2.193189e+07 nChanged 292085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310534 members 
Mstep: Class 2 contains 278754 members 
Entering Unmasked Estep 
Score: -22114670.000000 Penalty: 1209.087036
	Iteration 1F: 3 clusters Score -2.211467e+07 nChanged 26373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322491 members 
Mstep: Class 2 contains 266797 members 
Entering Unmasked Estep 
Score: -22123484.000000 Penalty: 1209.087036
	Iteration 2Q: 3 clusters Score -2.212348e+07 nChanged 30632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339213 members 
Mstep: Class 2 contains 250075 members 
Entering Unmasked Estep 
Score: -22135910.000000 Penalty: 1209.087036
	Iteration 3F: 3 clusters Score -2.213591e+07 nChanged 33884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359887 members 
Mstep: Class 2 contains 229401 members 
Entering Unmasked Estep 
Score: -22153816.000000 Penalty: 1209.087036
	Iteration 4F: 3 clusters Score -2.215382e+07 nChanged 34896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383649 members 
Mstep: Class 2 contains 205639 members 
Entering Unmasked Estep 
Score: -22176288.000000 Penalty: 1209.087036
	Iteration 5F: 3 clusters Score -2.217629e+07 nChanged 33632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408299 members 
Mstep: Class 2 contains 180989 members 
Entering Unmasked Estep 
Score: -22203026.000000 Penalty: 1209.087036
	Iteration 6F: 3 clusters Score -2.220303e+07 nChanged 29956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430135 members 
Mstep: Class 2 contains 159153 members 
Entering Unmasked Estep 
Score: -22227442.000000 Penalty: 1209.087036
	Iteration 7F: 3 clusters Score -2.222744e+07 nChanged 23480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447639 members 
Mstep: Class 2 contains 141649 members 
Entering Unmasked Estep 
Score: -22240872.000000 Penalty: 1209.087036
	Iteration 8Q: 3 clusters Score -2.224087e+07 nChanged 17115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463290 members 
Mstep: Class 2 contains 125998 members 
Entering Unmasked Estep 
Score: -22248580.000000 Penalty: 1209.087036
	Iteration 9Q: 3 clusters Score -2.224858e+07 nChanged 15205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478353 members 
Mstep: Class 2 contains 110935 members 
Entering Unmasked Estep 
Score: -22254792.000000 Penalty: 1209.087036
	Iteration 10Q: 3 clusters Score -2.225479e+07 nChanged 14517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492846 members 
Mstep: Class 2 contains 96442 members 
Entering Unmasked Estep 
Score: -22261126.000000 Penalty: 1209.087036
	Iteration 11Q: 3 clusters Score -2.226113e+07 nChanged 13899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506729 members 
Mstep: Class 2 contains 82559 members 
Entering Unmasked Estep 
Score: -22268284.000000 Penalty: 1209.087036
	Iteration 12Q: 3 clusters Score -2.226828e+07 nChanged 13230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519949 members 
Mstep: Class 2 contains 69339 members 
Entering Unmasked Estep 
Score: -22275304.000000 Penalty: 1209.087036
	Iteration 13Q: 3 clusters Score -2.22753e+07 nChanged 12232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532179 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -22283032.000000 Penalty: 1209.087036
	Iteration 14Q: 3 clusters Score -2.228303e+07 nChanged 11176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543355 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -22290760.000000 Penalty: 1209.087036
	Iteration 15Q: 3 clusters Score -2.229076e+07 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553315 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -22298114.000000 Penalty: 1209.087036
	Iteration 16Q: 3 clusters Score -2.229811e+07 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561930 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -22305054.000000 Penalty: 1209.087036
	Iteration 17Q: 3 clusters Score -2.230505e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569080 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -22311046.000000 Penalty: 1209.087036
	Iteration 18Q: 3 clusters Score -2.231105e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574674 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -22316186.000000 Penalty: 1209.087036
	Iteration 19Q: 3 clusters Score -2.231619e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579015 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -22320088.000000 Penalty: 1209.087036
	Iteration 20F: 3 clusters Score -2.232009e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582304 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -22323028.000000 Penalty: 1209.087036
	Iteration 21Q: 3 clusters Score -2.232303e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584843 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -22325374.000000 Penalty: 1209.087036
	Iteration 22Q: 3 clusters Score -2.232537e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586815 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -22327234.000000 Penalty: 1209.087036
	Iteration 23Q: 3 clusters Score -2.232723e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588119 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -22328588.000000 Penalty: 1209.087036
	Iteration 24Q: 3 clusters Score -2.232859e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588809 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -22329170.000000 Penalty: 1209.087036
	Iteration 25Q: 3 clusters Score -2.232917e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589090 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22329430.000000 Penalty: 1209.087036
	Iteration 26Q: 3 clusters Score -2.232943e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589194 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22329488.000000 Penalty: 1209.087036
	Iteration 27Q: 3 clusters Score -2.232949e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589232 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -22329550.000000 Penalty: 1209.087036
	Iteration 28Q: 3 clusters Score -2.232955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589241 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -22329564.000000 Penalty: 1209.087036
	Iteration 29Q: 3 clusters Score -2.232956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589240 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -22329574.000000 Penalty: 1209.087036
	Iteration 30Q: 3 clusters Score -2.232957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589240 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -22329574.000000 Penalty: 1209.087036
	Iteration 31Q: 3 clusters Score -2.232957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589242 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -22329580.000000 Penalty: 1209.087036
	Iteration 32Q: 3 clusters Score -2.232958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589241 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -22329576.000000 Penalty: 1209.087036
	Iteration 33Q: 3 clusters Score -2.232958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589242 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -22329578.000000 Penalty: 1209.087036
	Iteration 34Q: 3 clusters Score -2.232958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589242 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -22329578.000000 Penalty: 1209.087036
	Iteration 35F: 3 clusters Score -2.232958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Entering Unmasked Estep 
Score: -229884.875000 Penalty: 399.679382
	Iteration 0F: 2 clusters Score -229884.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -225490.625000 Penalty: 799.358765
	Iteration 0F: 3 clusters Score -225490.6 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -227085.296875 Penalty: 799.358765
	Iteration 1F: 3 clusters Score -227085.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -227293.843750 Penalty: 799.358765
	Iteration 2F: 3 clusters Score -227293.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -227639.921875 Penalty: 799.358765
	Iteration 3F: 3 clusters Score -227639.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -228079.843750 Penalty: 799.358765
	Iteration 4F: 3 clusters Score -228079.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -228568.718750 Penalty: 799.358765
	Iteration 5F: 3 clusters Score -228568.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -229010.546875 Penalty: 799.358765
	Iteration 6F: 3 clusters Score -229010.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -229282.218750 Penalty: 799.358765
	Iteration 7Q: 3 clusters Score -229282.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -229414.375000 Penalty: 799.358765
	Iteration 8Q: 3 clusters Score -229414.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -229467.250000 Penalty: 799.358765
	Iteration 9Q: 3 clusters Score -229467.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -229497.687500 Penalty: 799.358765
	Iteration 10Q: 3 clusters Score -229497.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -229521.718750 Penalty: 799.358765
	Iteration 11Q: 3 clusters Score -229521.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -229536.875000 Penalty: 799.358765
	Iteration 12Q: 3 clusters Score -229536.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -229550.375000 Penalty: 799.358765
	Iteration 13Q: 3 clusters Score -229550.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -229556.296875 Penalty: 799.358765
	Iteration 14Q: 3 clusters Score -229556.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -229562.953125 Penalty: 799.358765
	Iteration 15Q: 3 clusters Score -229563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -229576.750000 Penalty: 799.358765
	Iteration 16Q: 3 clusters Score -229576.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -229583.656250 Penalty: 799.358765
	Iteration 17Q: 3 clusters Score -229583.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -229584.343750 Penalty: 799.358765
	Iteration 18Q: 3 clusters Score -229584.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -229584.343750 Penalty: 799.358765
	Iteration 19F: 3 clusters Score -229584.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Entering Unmasked Estep 
Score: -96772.070312 Penalty: 358.490540
	Iteration 0F: 2 clusters Score -96772.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -94947.968750 Penalty: 716.981079
	Iteration 0F: 3 clusters Score -94947.97 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -95564.023438 Penalty: 716.981079
	Iteration 1F: 3 clusters Score -95564.02 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -95708.117188 Penalty: 716.981079
	Iteration 2F: 3 clusters Score -95708.12 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -95900.890625 Penalty: 716.981079
	Iteration 3F: 3 clusters Score -95900.89 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -96143.648438 Penalty: 716.981079
	Iteration 4F: 3 clusters Score -96143.65 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -96342.843750 Penalty: 716.981079
	Iteration 5F: 3 clusters Score -96342.84 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -96448.500000 Penalty: 716.981079
	Iteration 6F: 3 clusters Score -96448.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -96505.757812 Penalty: 716.981079
	Iteration 7Q: 3 clusters Score -96505.76 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -96535.398438 Penalty: 716.981079
	Iteration 8Q: 3 clusters Score -96535.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -96559.882812 Penalty: 716.981079
	Iteration 9Q: 3 clusters Score -96559.88 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -96581.539062 Penalty: 716.981079
	Iteration 10Q: 3 clusters Score -96581.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -96598.875000 Penalty: 716.981079
	Iteration 11Q: 3 clusters Score -96598.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -96613.078125 Penalty: 716.981079
	Iteration 12Q: 3 clusters Score -96613.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -96623.460938 Penalty: 716.981079
	Iteration 13Q: 3 clusters Score -96623.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -96630.343750 Penalty: 716.981079
	Iteration 14Q: 3 clusters Score -96630.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -96633.906250 Penalty: 716.981079
	Iteration 15Q: 3 clusters Score -96633.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -96635.976562 Penalty: 716.981079
	Iteration 16Q: 3 clusters Score -96635.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -96637.351562 Penalty: 716.981079
	Iteration 17Q: 3 clusters Score -96637.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -96638.203125 Penalty: 716.981079
	Iteration 18Q: 3 clusters Score -96638.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -96638.859375 Penalty: 716.981079
	Iteration 19Q: 3 clusters Score -96638.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -96640.804688 Penalty: 716.981079
	Iteration 20F: 3 clusters Score -96640.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -96642.281250 Penalty: 716.981079
	Iteration 21Q: 3 clusters Score -96642.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -96643.914062 Penalty: 716.981079
	Iteration 22Q: 3 clusters Score -96643.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -96646.554688 Penalty: 716.981079
	Iteration 23Q: 3 clusters Score -96646.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -96649.007812 Penalty: 716.981079
	Iteration 24Q: 3 clusters Score -96649.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -96650.000000 Penalty: 716.981079
	Iteration 25Q: 3 clusters Score -96650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -96650.703125 Penalty: 716.981079
	Iteration 26Q: 3 clusters Score -96650.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -96651.132812 Penalty: 716.981079
	Iteration 27Q: 3 clusters Score -96651.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -96651.312500 Penalty: 716.981079
	Iteration 28Q: 3 clusters Score -96651.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -96651.468750 Penalty: 716.981079
	Iteration 29Q: 3 clusters Score -96651.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -96651.875000 Penalty: 716.981079
	Iteration 30Q: 3 clusters Score -96651.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -96652.164062 Penalty: 716.981079
	Iteration 31Q: 3 clusters Score -96652.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -96652.531250 Penalty: 716.981079
	Iteration 32Q: 3 clusters Score -96652.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -96652.914062 Penalty: 716.981079
	Iteration 33Q: 3 clusters Score -96652.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -96653.390625 Penalty: 716.981079
	Iteration 34Q: 3 clusters Score -96653.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -96653.640625 Penalty: 716.981079
	Iteration 35Q: 3 clusters Score -96653.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -96653.625000 Penalty: 716.981079
	Iteration 36Q: 3 clusters Score -96653.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -96653.625000 Penalty: 716.981079
	Iteration 37F: 3 clusters Score -96653.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -360637.218750 Penalty: 418.220886
	Iteration 0F: 2 clusters Score -360637.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -353983.031250 Penalty: 836.441772
	Iteration 0F: 3 clusters Score -353983 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -357032.062500 Penalty: 836.441772
	Iteration 1F: 3 clusters Score -357032.1 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -357573.718750 Penalty: 836.441772
	Iteration 2F: 3 clusters Score -357573.7 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -358156.312500 Penalty: 836.441772
	Iteration 3F: 3 clusters Score -358156.3 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -358673.968750 Penalty: 836.441772
	Iteration 4F: 3 clusters Score -358674 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -359013.000000 Penalty: 836.441772
	Iteration 5F: 3 clusters Score -359013 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -359193.656250 Penalty: 836.441772
	Iteration 6Q: 3 clusters Score -359193.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -359295.500000 Penalty: 836.441772
	Iteration 7Q: 3 clusters Score -359295.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -359374.531250 Penalty: 836.441772
	Iteration 8Q: 3 clusters Score -359374.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -359450.750000 Penalty: 836.441772
	Iteration 9Q: 3 clusters Score -359450.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -359531.312500 Penalty: 836.441772
	Iteration 10Q: 3 clusters Score -359531.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -359623.750000 Penalty: 836.441772
	Iteration 11Q: 3 clusters Score -359623.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -359746.375000 Penalty: 836.441772
	Iteration 12Q: 3 clusters Score -359746.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -359874.343750 Penalty: 836.441772
	Iteration 13Q: 3 clusters Score -359874.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -360015.125000 Penalty: 836.441772
	Iteration 14Q: 3 clusters Score -360015.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -360154.968750 Penalty: 836.441772
	Iteration 15Q: 3 clusters Score -360155 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -360258.593750 Penalty: 836.441772
	Iteration 16Q: 3 clusters Score -360258.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -360326.781250 Penalty: 836.441772
	Iteration 17Q: 3 clusters Score -360326.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -360376.000000 Penalty: 836.441772
	Iteration 18Q: 3 clusters Score -360376 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -360415.343750 Penalty: 836.441772
	Iteration 19Q: 3 clusters Score -360415.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -360452.062500 Penalty: 836.441772
	Iteration 20F: 3 clusters Score -360452.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -360477.562500 Penalty: 836.441772
	Iteration 21Q: 3 clusters Score -360477.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -360491.750000 Penalty: 836.441772
	Iteration 22Q: 3 clusters Score -360491.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -360504.343750 Penalty: 836.441772
	Iteration 23Q: 3 clusters Score -360504.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -360516.000000 Penalty: 836.441772
	Iteration 24Q: 3 clusters Score -360516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -360531.093750 Penalty: 836.441772
	Iteration 25Q: 3 clusters Score -360531.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -360548.031250 Penalty: 836.441772
	Iteration 26Q: 3 clusters Score -360548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -360565.281250 Penalty: 836.441772
	Iteration 27Q: 3 clusters Score -360565.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -360583.593750 Penalty: 836.441772
	Iteration 28Q: 3 clusters Score -360583.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -360599.281250 Penalty: 836.441772
	Iteration 29Q: 3 clusters Score -360599.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -360607.718750 Penalty: 836.441772
	Iteration 30Q: 3 clusters Score -360607.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -360614.218750 Penalty: 836.441772
	Iteration 31Q: 3 clusters Score -360614.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -360618.656250 Penalty: 836.441772
	Iteration 32Q: 3 clusters Score -360618.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -360621.125000 Penalty: 836.441772
	Iteration 33Q: 3 clusters Score -360621.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -360625.312500 Penalty: 836.441772
	Iteration 34Q: 3 clusters Score -360625.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -360624.906250 Penalty: 836.441772
	Iteration 35Q: 3 clusters Score -360624.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -360627.125000 Penalty: 836.441772
	Iteration 36Q: 3 clusters Score -360627.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -360627.875000 Penalty: 836.441772
	Iteration 37Q: 3 clusters Score -360627.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -360629.875000 Penalty: 836.441772
	Iteration 38Q: 3 clusters Score -360629.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -360630.687500 Penalty: 836.441772
	Iteration 39Q: 3 clusters Score -360630.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -360630.718750 Penalty: 836.441772
	Iteration 40F: 3 clusters Score -360630.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -360630.937500 Penalty: 836.441772
	Iteration 41Q: 3 clusters Score -360630.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -360631.718750 Penalty: 836.441772
	Iteration 42Q: 3 clusters Score -360631.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -360631.500000 Penalty: 836.441772
	Iteration 43Q: 3 clusters Score -360631.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -360631.281250 Penalty: 836.441772
	Iteration 44Q: 3 clusters Score -360631.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -360631.468750 Penalty: 836.441772
	Iteration 45Q: 3 clusters Score -360631.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -360631.625000 Penalty: 836.441772
	Iteration 46Q: 3 clusters Score -360631.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -360631.625000 Penalty: 836.441772
	Iteration 47F: 3 clusters Score -360631.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Entering Unmasked Estep 
Score: -410494.375000 Penalty: 424.291870
	Iteration 0F: 2 clusters Score -410494.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -402997.406250 Penalty: 848.583740
	Iteration 0F: 3 clusters Score -402997.4 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -406190.437500 Penalty: 848.583740
	Iteration 1F: 3 clusters Score -406190.4 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -406628.156250 Penalty: 848.583740
	Iteration 2F: 3 clusters Score -406628.2 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -407169.750000 Penalty: 848.583740
	Iteration 3F: 3 clusters Score -407169.8 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -407803.343750 Penalty: 848.583740
	Iteration 4F: 3 clusters Score -407803.3 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -408427.312500 Penalty: 848.583740
	Iteration 5F: 3 clusters Score -408427.3 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -408981.781250 Penalty: 848.583740
	Iteration 6F: 3 clusters Score -408981.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -409399.718750 Penalty: 848.583740
	Iteration 7Q: 3 clusters Score -409399.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -409684.718750 Penalty: 848.583740
	Iteration 8Q: 3 clusters Score -409684.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -409859.062500 Penalty: 848.583740
	Iteration 9Q: 3 clusters Score -409859.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -409979.343750 Penalty: 848.583740
	Iteration 10Q: 3 clusters Score -409979.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -410047.218750 Penalty: 848.583740
	Iteration 11Q: 3 clusters Score -410047.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -410087.218750 Penalty: 848.583740
	Iteration 12Q: 3 clusters Score -410087.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -410114.343750 Penalty: 848.583740
	Iteration 13Q: 3 clusters Score -410114.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -410149.343750 Penalty: 848.583740
	Iteration 14Q: 3 clusters Score -410149.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -410175.343750 Penalty: 848.583740
	Iteration 15Q: 3 clusters Score -410175.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -410197.625000 Penalty: 848.583740
	Iteration 16Q: 3 clusters Score -410197.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -410211.375000 Penalty: 848.583740
	Iteration 17Q: 3 clusters Score -410211.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -410230.750000 Penalty: 848.583740
	Iteration 18Q: 3 clusters Score -410230.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -410235.437500 Penalty: 848.583740
	Iteration 19Q: 3 clusters Score -410235.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -410239.937500 Penalty: 848.583740
	Iteration 20F: 3 clusters Score -410239.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -410242.468750 Penalty: 848.583740
	Iteration 21Q: 3 clusters Score -410242.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -410247.593750 Penalty: 848.583740
	Iteration 22Q: 3 clusters Score -410247.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -410251.437500 Penalty: 848.583740
	Iteration 23Q: 3 clusters Score -410251.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -410253.406250 Penalty: 848.583740
	Iteration 24Q: 3 clusters Score -410253.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -410254.343750 Penalty: 848.583740
	Iteration 25Q: 3 clusters Score -410254.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -410254.843750 Penalty: 848.583740
	Iteration 26Q: 3 clusters Score -410254.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -410254.843750 Penalty: 848.583740
	Iteration 27F: 3 clusters Score -410254.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Entering Unmasked Estep 
Score: -33083.203125 Penalty: 311.969025
	Iteration 0F: 2 clusters Score -33083.2 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 484 members 
Entering Unmasked Estep 
Score: -32310.457031 Penalty: 623.938049
	Iteration 0F: 3 clusters Score -32310.46 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -32545.011719 Penalty: 623.938049
	Iteration 1F: 3 clusters Score -32545.01 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -32605.470703 Penalty: 623.938049
	Iteration 2F: 3 clusters Score -32605.47 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -32647.617188 Penalty: 623.938049
	Iteration 3F: 3 clusters Score -32647.62 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -32664.347656 Penalty: 623.938049
	Iteration 4Q: 3 clusters Score -32664.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -32673.802734 Penalty: 623.938049
	Iteration 5Q: 3 clusters Score -32673.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -32685.839844 Penalty: 623.938049
	Iteration 6Q: 3 clusters Score -32685.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -32694.875000 Penalty: 623.938049
	Iteration 7Q: 3 clusters Score -32694.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -32705.724609 Penalty: 623.938049
	Iteration 8Q: 3 clusters Score -32705.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -32719.287109 Penalty: 623.938049
	Iteration 9Q: 3 clusters Score -32719.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -32726.017578 Penalty: 623.938049
	Iteration 10Q: 3 clusters Score -32726.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -32735.687500 Penalty: 623.938049
	Iteration 11Q: 3 clusters Score -32735.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -32746.949219 Penalty: 623.938049
	Iteration 12Q: 3 clusters Score -32746.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -32754.613281 Penalty: 623.938049
	Iteration 13Q: 3 clusters Score -32754.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -32761.839844 Penalty: 623.938049
	Iteration 14Q: 3 clusters Score -32761.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -32767.544922 Penalty: 623.938049
	Iteration 15Q: 3 clusters Score -32767.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -32772.890625 Penalty: 623.938049
	Iteration 16Q: 3 clusters Score -32772.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -32778.207031 Penalty: 623.938049
	Iteration 17Q: 3 clusters Score -32778.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -32783.472656 Penalty: 623.938049
	Iteration 18Q: 3 clusters Score -32783.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -32789.605469 Penalty: 623.938049
	Iteration 19Q: 3 clusters Score -32789.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -32794.546875 Penalty: 623.938049
	Iteration 20F: 3 clusters Score -32794.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -32797.687500 Penalty: 623.938049
	Iteration 21Q: 3 clusters Score -32797.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -32805.269531 Penalty: 623.938049
	Iteration 22Q: 3 clusters Score -32805.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -32812.406250 Penalty: 623.938049
	Iteration 23Q: 3 clusters Score -32812.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -32819.320312 Penalty: 623.938049
	Iteration 24Q: 3 clusters Score -32819.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -32821.972656 Penalty: 623.938049
	Iteration 25Q: 3 clusters Score -32821.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -32823.093750 Penalty: 623.938049
	Iteration 26Q: 3 clusters Score -32823.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -32825.656250 Penalty: 623.938049
	Iteration 27Q: 3 clusters Score -32825.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -32826.726562 Penalty: 623.938049
	Iteration 28Q: 3 clusters Score -32826.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -32833.578125 Penalty: 623.938049
	Iteration 29Q: 3 clusters Score -32833.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -32841.234375 Penalty: 623.938049
	Iteration 30Q: 3 clusters Score -32841.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -32843.394531 Penalty: 623.938049
	Iteration 31Q: 3 clusters Score -32843.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -32843.394531 Penalty: 623.938049
	Iteration 32F: 3 clusters Score -32843.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -53152.707031 Penalty: 334.739777
	Iteration 0F: 2 clusters Score -53152.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -51983.113281 Penalty: 669.479553
	Iteration 0F: 3 clusters Score -51983.11 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -52367.085938 Penalty: 669.479553
	Iteration 1F: 3 clusters Score -52367.09 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -52426.371094 Penalty: 669.479553
	Iteration 2F: 3 clusters Score -52426.37 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -52484.878906 Penalty: 669.479553
	Iteration 3F: 3 clusters Score -52484.88 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -52539.144531 Penalty: 669.479553
	Iteration 4Q: 3 clusters Score -52539.14 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -52606.464844 Penalty: 669.479553
	Iteration 5Q: 3 clusters Score -52606.46 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -52689.839844 Penalty: 669.479553
	Iteration 6Q: 3 clusters Score -52689.84 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -52775.351562 Penalty: 669.479553
	Iteration 7F: 3 clusters Score -52775.35 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -52834.718750 Penalty: 669.479553
	Iteration 8Q: 3 clusters Score -52834.72 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -52894.695312 Penalty: 669.479553
	Iteration 9Q: 3 clusters Score -52894.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -52947.109375 Penalty: 669.479553
	Iteration 10Q: 3 clusters Score -52947.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -53001.269531 Penalty: 669.479553
	Iteration 11Q: 3 clusters Score -53001.27 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -53051.492188 Penalty: 669.479553
	Iteration 12Q: 3 clusters Score -53051.49 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -53084.156250 Penalty: 669.479553
	Iteration 13Q: 3 clusters Score -53084.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -53102.683594 Penalty: 669.479553
	Iteration 14Q: 3 clusters Score -53102.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -53117.464844 Penalty: 669.479553
	Iteration 15Q: 3 clusters Score -53117.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -53124.476562 Penalty: 669.479553
	Iteration 16Q: 3 clusters Score -53124.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -53127.570312 Penalty: 669.479553
	Iteration 17Q: 3 clusters Score -53127.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -53130.125000 Penalty: 669.479553
	Iteration 18Q: 3 clusters Score -53130.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -53130.871094 Penalty: 669.479553
	Iteration 19Q: 3 clusters Score -53130.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -53131.031250 Penalty: 669.479553
	Iteration 20F: 3 clusters Score -53131.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -53131.640625 Penalty: 669.479553
	Iteration 21Q: 3 clusters Score -53131.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -53132.925781 Penalty: 669.479553
	Iteration 22Q: 3 clusters Score -53132.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -53135.539062 Penalty: 669.479553
	Iteration 23Q: 3 clusters Score -53135.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -53138.179688 Penalty: 669.479553
	Iteration 24Q: 3 clusters Score -53138.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -53138.734375 Penalty: 669.479553
	Iteration 25Q: 3 clusters Score -53138.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -53139.222656 Penalty: 669.479553
	Iteration 26Q: 3 clusters Score -53139.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -53139.300781 Penalty: 669.479553
	Iteration 27Q: 3 clusters Score -53139.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -53139.300781 Penalty: 669.479553
	Iteration 28F: 3 clusters Score -53139.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Entering Unmasked Estep 
Score: -138328.546875 Penalty: 374.949554
	Iteration 0F: 2 clusters Score -138328.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -135769.203125 Penalty: 749.899109
	Iteration 0F: 3 clusters Score -135769.2 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -136759.046875 Penalty: 749.899109
	Iteration 1F: 3 clusters Score -136759 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -136886.921875 Penalty: 749.899109
	Iteration 2F: 3 clusters Score -136886.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -137005.343750 Penalty: 749.899109
	Iteration 3F: 3 clusters Score -137005.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -137108.390625 Penalty: 749.899109
	Iteration 4F: 3 clusters Score -137108.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -137195.296875 Penalty: 749.899109
	Iteration 5Q: 3 clusters Score -137195.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -137252.250000 Penalty: 749.899109
	Iteration 6Q: 3 clusters Score -137252.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -137299.718750 Penalty: 749.899109
	Iteration 7Q: 3 clusters Score -137299.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -137334.968750 Penalty: 749.899109
	Iteration 8Q: 3 clusters Score -137335 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -137363.359375 Penalty: 749.899109
	Iteration 9Q: 3 clusters Score -137363.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -137388.593750 Penalty: 749.899109
	Iteration 10Q: 3 clusters Score -137388.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -137412.328125 Penalty: 749.899109
	Iteration 11Q: 3 clusters Score -137412.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -137436.312500 Penalty: 749.899109
	Iteration 12Q: 3 clusters Score -137436.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -137476.937500 Penalty: 749.899109
	Iteration 13Q: 3 clusters Score -137476.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -137514.421875 Penalty: 749.899109
	Iteration 14Q: 3 clusters Score -137514.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -137546.750000 Penalty: 749.899109
	Iteration 15Q: 3 clusters Score -137546.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -137571.812500 Penalty: 749.899109
	Iteration 16Q: 3 clusters Score -137571.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -137605.312500 Penalty: 749.899109
	Iteration 17Q: 3 clusters Score -137605.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -137643.828125 Penalty: 749.899109
	Iteration 18Q: 3 clusters Score -137643.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -137672.703125 Penalty: 749.899109
	Iteration 19Q: 3 clusters Score -137672.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -137702.687500 Penalty: 749.899109
	Iteration 20F: 3 clusters Score -137702.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -137723.593750 Penalty: 749.899109
	Iteration 21Q: 3 clusters Score -137723.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -137747.015625 Penalty: 749.899109
	Iteration 22Q: 3 clusters Score -137747 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -137766.937500 Penalty: 749.899109
	Iteration 23Q: 3 clusters Score -137766.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -137778.515625 Penalty: 749.899109
	Iteration 24Q: 3 clusters Score -137778.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -137788.421875 Penalty: 749.899109
	Iteration 25Q: 3 clusters Score -137788.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -137796.453125 Penalty: 749.899109
	Iteration 26Q: 3 clusters Score -137796.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -137806.953125 Penalty: 749.899109
	Iteration 27Q: 3 clusters Score -137807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -137819.187500 Penalty: 749.899109
	Iteration 28Q: 3 clusters Score -137819.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -137828.406250 Penalty: 749.899109
	Iteration 29Q: 3 clusters Score -137828.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -137834.437500 Penalty: 749.899109
	Iteration 30Q: 3 clusters Score -137834.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -137840.062500 Penalty: 749.899109
	Iteration 31Q: 3 clusters Score -137840.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -137845.250000 Penalty: 749.899109
	Iteration 32Q: 3 clusters Score -137845.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -137850.296875 Penalty: 749.899109
	Iteration 33Q: 3 clusters Score -137850.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -137855.468750 Penalty: 749.899109
	Iteration 34Q: 3 clusters Score -137855.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -137860.593750 Penalty: 749.899109
	Iteration 35Q: 3 clusters Score -137860.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -137866.750000 Penalty: 749.899109
	Iteration 36Q: 3 clusters Score -137866.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -137874.593750 Penalty: 749.899109
	Iteration 37Q: 3 clusters Score -137874.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -137880.140625 Penalty: 749.899109
	Iteration 38Q: 3 clusters Score -137880.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -137885.375000 Penalty: 749.899109
	Iteration 39Q: 3 clusters Score -137885.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -137891.234375 Penalty: 749.899109
	Iteration 40F: 3 clusters Score -137891.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -137899.281250 Penalty: 749.899109
	Iteration 41Q: 3 clusters Score -137899.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -137905.796875 Penalty: 749.899109
	Iteration 42Q: 3 clusters Score -137905.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -137911.531250 Penalty: 749.899109
	Iteration 43Q: 3 clusters Score -137911.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -137917.046875 Penalty: 749.899109
	Iteration 44Q: 3 clusters Score -137917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -137922.640625 Penalty: 749.899109
	Iteration 45Q: 3 clusters Score -137922.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -137928.625000 Penalty: 749.899109
	Iteration 46Q: 3 clusters Score -137928.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -137937.109375 Penalty: 749.899109
	Iteration 47Q: 3 clusters Score -137937.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -137946.046875 Penalty: 749.899109
	Iteration 48Q: 3 clusters Score -137946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -137954.578125 Penalty: 749.899109
	Iteration 49Q: 3 clusters Score -137954.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -137958.390625 Penalty: 749.899109
	Iteration 50Q: 3 clusters Score -137958.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -137960.859375 Penalty: 749.899109
	Iteration 51Q: 3 clusters Score -137960.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -137963.140625 Penalty: 749.899109
	Iteration 52Q: 3 clusters Score -137963.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -137965.500000 Penalty: 749.899109
	Iteration 53Q: 3 clusters Score -137965.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -137967.171875 Penalty: 749.899109
	Iteration 54Q: 3 clusters Score -137967.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -137969.531250 Penalty: 749.899109
	Iteration 55Q: 3 clusters Score -137969.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -137971.546875 Penalty: 749.899109
	Iteration 56Q: 3 clusters Score -137971.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -137973.046875 Penalty: 749.899109
	Iteration 57Q: 3 clusters Score -137973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -137974.000000 Penalty: 749.899109
	Iteration 58Q: 3 clusters Score -137974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -137974.968750 Penalty: 749.899109
	Iteration 59Q: 3 clusters Score -137975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -137975.609375 Penalty: 749.899109
	Iteration 60F: 3 clusters Score -137975.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -137977.265625 Penalty: 749.899109
	Iteration 61Q: 3 clusters Score -137977.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -137977.875000 Penalty: 749.899109
	Iteration 62Q: 3 clusters Score -137977.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -137978.656250 Penalty: 749.899109
	Iteration 63Q: 3 clusters Score -137978.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -137979.234375 Penalty: 749.899109
	Iteration 64Q: 3 clusters Score -137979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -137979.906250 Penalty: 749.899109
	Iteration 65Q: 3 clusters Score -137979.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -137980.296875 Penalty: 749.899109
	Iteration 66Q: 3 clusters Score -137980.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -137980.296875 Penalty: 749.899109
	Iteration 67F: 3 clusters Score -137980.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Entering Unmasked Estep 
Score: -490500.937500 Penalty: 432.478546
	Iteration 0F: 2 clusters Score -490500.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -481566.156250 Penalty: 864.957092
	Iteration 0F: 3 clusters Score -481566.2 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -485390.375000 Penalty: 864.957092
	Iteration 1F: 3 clusters Score -485390.4 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -485897.656250 Penalty: 864.957092
	Iteration 2F: 3 clusters Score -485897.7 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -486588.625000 Penalty: 864.957092
	Iteration 3F: 3 clusters Score -486588.6 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -487452.406250 Penalty: 864.957092
	Iteration 4F: 3 clusters Score -487452.4 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -488247.125000 Penalty: 864.957092
	Iteration 5F: 3 clusters Score -488247.1 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -488915.437500 Penalty: 864.957092
	Iteration 6F: 3 clusters Score -488915.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -489389.875000 Penalty: 864.957092
	Iteration 7Q: 3 clusters Score -489389.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -489689.000000 Penalty: 864.957092
	Iteration 8Q: 3 clusters Score -489689 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -489944.500000 Penalty: 864.957092
	Iteration 9Q: 3 clusters Score -489944.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -490167.093750 Penalty: 864.957092
	Iteration 10Q: 3 clusters Score -490167.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -490315.968750 Penalty: 864.957092
	Iteration 11Q: 3 clusters Score -490316 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -490377.843750 Penalty: 864.957092
	Iteration 12Q: 3 clusters Score -490377.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -490407.125000 Penalty: 864.957092
	Iteration 13Q: 3 clusters Score -490407.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -490426.281250 Penalty: 864.957092
	Iteration 14Q: 3 clusters Score -490426.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -490442.562500 Penalty: 864.957092
	Iteration 15Q: 3 clusters Score -490442.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -490447.500000 Penalty: 864.957092
	Iteration 16Q: 3 clusters Score -490447.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -490453.062500 Penalty: 864.957092
	Iteration 17Q: 3 clusters Score -490453.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -490453.906250 Penalty: 864.957092
	Iteration 18Q: 3 clusters Score -490453.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -490456.000000 Penalty: 864.957092
	Iteration 19Q: 3 clusters Score -490456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -490457.718750 Penalty: 864.957092
	Iteration 20F: 3 clusters Score -490457.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -490458.093750 Penalty: 864.957092
	Iteration 21Q: 3 clusters Score -490458.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -490459.343750 Penalty: 864.957092
	Iteration 22Q: 3 clusters Score -490459.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -490460.343750 Penalty: 864.957092
	Iteration 23Q: 3 clusters Score -490460.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -490461.687500 Penalty: 864.957092
	Iteration 24Q: 3 clusters Score -490461.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -490461.968750 Penalty: 864.957092
	Iteration 25Q: 3 clusters Score -490462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -490462.500000 Penalty: 864.957092
	Iteration 26Q: 3 clusters Score -490462.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -490461.656250 Penalty: 864.957092
	Iteration 27Q: 3 clusters Score -490461.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -490462.281250 Penalty: 864.957092
	Iteration 28Q: 3 clusters Score -490462.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -490463.187500 Penalty: 864.957092
	Iteration 29Q: 3 clusters Score -490463.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -490463.125000 Penalty: 864.957092
	Iteration 30Q: 3 clusters Score -490463.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -490463.500000 Penalty: 864.957092
	Iteration 31Q: 3 clusters Score -490463.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -490462.187500 Penalty: 864.957092
	Iteration 32Q: 3 clusters Score -490462.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -490462.406250 Penalty: 864.957092
	Iteration 33Q: 3 clusters Score -490462.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -490463.281250 Penalty: 864.957092
	Iteration 34Q: 3 clusters Score -490463.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -490463.906250 Penalty: 864.957092
	Iteration 35Q: 3 clusters Score -490463.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -490464.031250 Penalty: 864.957092
	Iteration 36Q: 3 clusters Score -490464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -490464.437500 Penalty: 864.957092
	Iteration 37Q: 3 clusters Score -490464.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -490465.125000 Penalty: 864.957092
	Iteration 38Q: 3 clusters Score -490465.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -490466.218750 Penalty: 864.957092
	Iteration 39Q: 3 clusters Score -490466.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -490466.937500 Penalty: 864.957092
	Iteration 40F: 3 clusters Score -490466.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -490467.125000 Penalty: 864.957092
	Iteration 41Q: 3 clusters Score -490467.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -490468.656250 Penalty: 864.957092
	Iteration 42Q: 3 clusters Score -490468.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -490469.187500 Penalty: 864.957092
	Iteration 43Q: 3 clusters Score -490469.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -490469.468750 Penalty: 864.957092
	Iteration 44Q: 3 clusters Score -490469.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -490469.656250 Penalty: 864.957092
	Iteration 45Q: 3 clusters Score -490469.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -490470.718750 Penalty: 864.957092
	Iteration 46Q: 3 clusters Score -490470.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -490471.312500 Penalty: 864.957092
	Iteration 47Q: 3 clusters Score -490471.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -490472.093750 Penalty: 864.957092
	Iteration 48Q: 3 clusters Score -490472.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -490472.093750 Penalty: 864.957092
	Iteration 49F: 3 clusters Score -490472.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (563965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563965 members 
Entering Unmasked Estep 
Score: -21739784.000000 Penalty: 602.544983
	Iteration 0F: 2 clusters Score -2.173978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282001 members 
Mstep: Class 2 contains 281964 members 
Entering Unmasked Estep 
Score: -21385484.000000 Penalty: 1205.089966
	Iteration 0F: 3 clusters Score -2.138548e+07 nChanged 279388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276711 members 
Mstep: Class 2 contains 287254 members 
Entering Unmasked Estep 
Score: -21558376.000000 Penalty: 1205.089966
	Iteration 1F: 3 clusters Score -2.155838e+07 nChanged 19937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269984 members 
Mstep: Class 2 contains 293981 members 
Entering Unmasked Estep 
Score: -21564540.000000 Penalty: 1205.089966
	Iteration 2Q: 3 clusters Score -2.156454e+07 nChanged 23389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259659 members 
Mstep: Class 2 contains 304306 members 
Entering Unmasked Estep 
Score: -21573656.000000 Penalty: 1205.089966
	Iteration 3Q: 3 clusters Score -2.157366e+07 nChanged 27330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246081 members 
Mstep: Class 2 contains 317884 members 
Entering Unmasked Estep 
Score: -21586720.000000 Penalty: 1205.089966
	Iteration 4Q: 3 clusters Score -2.158672e+07 nChanged 30593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230326 members 
Mstep: Class 2 contains 333639 members 
Entering Unmasked Estep 
Score: -21604212.000000 Penalty: 1205.089966
	Iteration 5F: 3 clusters Score -2.160421e+07 nChanged 32338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215288 members 
Mstep: Class 2 contains 348677 members 
Entering Unmasked Estep 
Score: -21627264.000000 Penalty: 1205.089966
	Iteration 6F: 3 clusters Score -2.162726e+07 nChanged 33089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204243 members 
Mstep: Class 2 contains 359722 members 
Entering Unmasked Estep 
Score: -21652496.000000 Penalty: 1205.089966
	Iteration 7F: 3 clusters Score -2.16525e+07 nChanged 29029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197630 members 
Mstep: Class 2 contains 366335 members 
Entering Unmasked Estep 
Score: -21668206.000000 Penalty: 1205.089966
	Iteration 8F: 3 clusters Score -2.166821e+07 nChanged 18657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192653 members 
Mstep: Class 2 contains 371312 members 
Entering Unmasked Estep 
Score: -21673046.000000 Penalty: 1205.089966
	Iteration 9Q: 3 clusters Score -2.167305e+07 nChanged 9822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187693 members 
Mstep: Class 2 contains 376272 members 
Entering Unmasked Estep 
Score: -21674464.000000 Penalty: 1205.089966
	Iteration 10Q: 3 clusters Score -2.167446e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182735 members 
Mstep: Class 2 contains 381230 members 
Entering Unmasked Estep 
Score: -21674876.000000 Penalty: 1205.089966
	Iteration 11Q: 3 clusters Score -2.167488e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177775 members 
Mstep: Class 2 contains 386190 members 
Entering Unmasked Estep 
Score: -21675142.000000 Penalty: 1205.089966
	Iteration 12Q: 3 clusters Score -2.167514e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173029 members 
Mstep: Class 2 contains 390936 members 
Entering Unmasked Estep 
Score: -21675640.000000 Penalty: 1205.089966
	Iteration 13Q: 3 clusters Score -2.167564e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168306 members 
Mstep: Class 2 contains 395659 members 
Entering Unmasked Estep 
Score: -21676086.000000 Penalty: 1205.089966
	Iteration 14Q: 3 clusters Score -2.167609e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163803 members 
Mstep: Class 2 contains 400162 members 
Entering Unmasked Estep 
Score: -21676218.000000 Penalty: 1205.089966
	Iteration 15Q: 3 clusters Score -2.167622e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159561 members 
Mstep: Class 2 contains 404404 members 
Entering Unmasked Estep 
Score: -21676386.000000 Penalty: 1205.089966
	Iteration 16Q: 3 clusters Score -2.167639e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155661 members 
Mstep: Class 2 contains 408304 members 
Entering Unmasked Estep 
Score: -21676332.000000 Penalty: 1205.089966
	Iteration 17Q: 3 clusters Score -2.167633e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151898 members 
Mstep: Class 2 contains 412067 members 
Entering Unmasked Estep 
Score: -21676166.000000 Penalty: 1205.089966
	Iteration 18Q: 3 clusters Score -2.167617e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148403 members 
Mstep: Class 2 contains 415562 members 
Entering Unmasked Estep 
Score: -21675816.000000 Penalty: 1205.089966
	Iteration 19Q: 3 clusters Score -2.167582e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145109 members 
Mstep: Class 2 contains 418856 members 
Entering Unmasked Estep 
Score: -21675678.000000 Penalty: 1205.089966
	Iteration 20F: 3 clusters Score -2.167568e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142091 members 
Mstep: Class 2 contains 421874 members 
Entering Unmasked Estep 
Score: -21675446.000000 Penalty: 1205.089966
	Iteration 21Q: 3 clusters Score -2.167545e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139263 members 
Mstep: Class 2 contains 424702 members 
Entering Unmasked Estep 
Score: -21675326.000000 Penalty: 1205.089966
	Iteration 22Q: 3 clusters Score -2.167533e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136791 members 
Mstep: Class 2 contains 427174 members 
Entering Unmasked Estep 
Score: -21675018.000000 Penalty: 1205.089966
	Iteration 23Q: 3 clusters Score -2.167502e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134603 members 
Mstep: Class 2 contains 429362 members 
Entering Unmasked Estep 
Score: -21674880.000000 Penalty: 1205.089966
	Iteration 24Q: 3 clusters Score -2.167488e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132668 members 
Mstep: Class 2 contains 431297 members 
Entering Unmasked Estep 
Score: -21674612.000000 Penalty: 1205.089966
	Iteration 25Q: 3 clusters Score -2.167461e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130968 members 
Mstep: Class 2 contains 432997 members 
Entering Unmasked Estep 
Score: -21674192.000000 Penalty: 1205.089966
	Iteration 26Q: 3 clusters Score -2.167419e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129554 members 
Mstep: Class 2 contains 434411 members 
Entering Unmasked Estep 
Score: -21673644.000000 Penalty: 1205.089966
	Iteration 27Q: 3 clusters Score -2.167364e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128458 members 
Mstep: Class 2 contains 435507 members 
Entering Unmasked Estep 
Score: -21673312.000000 Penalty: 1205.089966
	Iteration 28Q: 3 clusters Score -2.167331e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127565 members 
Mstep: Class 2 contains 436400 members 
Entering Unmasked Estep 
Score: -21672910.000000 Penalty: 1205.089966
	Iteration 29Q: 3 clusters Score -2.167291e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126880 members 
Mstep: Class 2 contains 437085 members 
Entering Unmasked Estep 
Score: -21672290.000000 Penalty: 1205.089966
	Iteration 30Q: 3 clusters Score -2.167229e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126531 members 
Mstep: Class 2 contains 437434 members 
Entering Unmasked Estep 
Score: -21671830.000000 Penalty: 1205.089966
	Iteration 31Q: 3 clusters Score -2.167183e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126426 members 
Mstep: Class 2 contains 437539 members 
Entering Unmasked Estep 
Score: -21671494.000000 Penalty: 1205.089966
	Iteration 32Q: 3 clusters Score -2.167149e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126535 members 
Mstep: Class 2 contains 437430 members 
Entering Unmasked Estep 
Score: -21671192.000000 Penalty: 1205.089966
	Iteration 33Q: 3 clusters Score -2.167119e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126848 members 
Mstep: Class 2 contains 437117 members 
Entering Unmasked Estep 
Score: -21670886.000000 Penalty: 1205.089966
	Iteration 34Q: 3 clusters Score -2.167089e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127470 members 
Mstep: Class 2 contains 436495 members 
Entering Unmasked Estep 
Score: -21670546.000000 Penalty: 1205.089966
	Iteration 35Q: 3 clusters Score -2.167055e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128263 members 
Mstep: Class 2 contains 435702 members 
Entering Unmasked Estep 
Score: -21670116.000000 Penalty: 1205.089966
	Iteration 36Q: 3 clusters Score -2.167012e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129209 members 
Mstep: Class 2 contains 434756 members 
Entering Unmasked Estep 
Score: -21669750.000000 Penalty: 1205.089966
	Iteration 37Q: 3 clusters Score -2.166975e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130346 members 
Mstep: Class 2 contains 433619 members 
Entering Unmasked Estep 
Score: -21669510.000000 Penalty: 1205.089966
	Iteration 38Q: 3 clusters Score -2.166951e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131617 members 
Mstep: Class 2 contains 432348 members 
Entering Unmasked Estep 
Score: -21669380.000000 Penalty: 1205.089966
	Iteration 39Q: 3 clusters Score -2.166938e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133021 members 
Mstep: Class 2 contains 430944 members 
Entering Unmasked Estep 
Score: -21669204.000000 Penalty: 1205.089966
	Iteration 40F: 3 clusters Score -2.16692e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134656 members 
Mstep: Class 2 contains 429309 members 
Entering Unmasked Estep 
Score: -21669108.000000 Penalty: 1205.089966
	Iteration 41Q: 3 clusters Score -2.166911e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136463 members 
Mstep: Class 2 contains 427502 members 
Entering Unmasked Estep 
Score: -21668824.000000 Penalty: 1205.089966
	Iteration 42Q: 3 clusters Score -2.166882e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138529 members 
Mstep: Class 2 contains 425436 members 
Entering Unmasked Estep 
Score: -21668834.000000 Penalty: 1205.089966
	Iteration 43Q: 3 clusters Score -2.166883e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140874 members 
Mstep: Class 2 contains 423091 members 
Entering Unmasked Estep 
Score: -21668884.000000 Penalty: 1205.089966
	Iteration 44Q: 3 clusters Score -2.166888e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143369 members 
Mstep: Class 2 contains 420596 members 
Entering Unmasked Estep 
Score: -21668676.000000 Penalty: 1205.089966
	Iteration 45Q: 3 clusters Score -2.166868e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146030 members 
Mstep: Class 2 contains 417935 members 
Entering Unmasked Estep 
Score: -21668714.000000 Penalty: 1205.089966
	Iteration 46Q: 3 clusters Score -2.166871e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148710 members 
Mstep: Class 2 contains 415255 members 
Entering Unmasked Estep 
Score: -21668786.000000 Penalty: 1205.089966
	Iteration 47Q: 3 clusters Score -2.166879e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151458 members 
Mstep: Class 2 contains 412507 members 
Entering Unmasked Estep 
Score: -21668956.000000 Penalty: 1205.089966
	Iteration 48Q: 3 clusters Score -2.166896e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154289 members 
Mstep: Class 2 contains 409676 members 
Entering Unmasked Estep 
Score: -21669036.000000 Penalty: 1205.089966
	Iteration 49Q: 3 clusters Score -2.166904e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157138 members 
Mstep: Class 2 contains 406827 members 
Entering Unmasked Estep 
Score: -21669092.000000 Penalty: 1205.089966
	Iteration 50Q: 3 clusters Score -2.166909e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159880 members 
Mstep: Class 2 contains 404085 members 
Entering Unmasked Estep 
Score: -21669204.000000 Penalty: 1205.089966
	Iteration 51Q: 3 clusters Score -2.16692e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162680 members 
Mstep: Class 2 contains 401285 members 
Entering Unmasked Estep 
Score: -21669240.000000 Penalty: 1205.089966
	Iteration 52Q: 3 clusters Score -2.166924e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165581 members 
Mstep: Class 2 contains 398384 members 
Entering Unmasked Estep 
Score: -21669274.000000 Penalty: 1205.089966
	Iteration 53Q: 3 clusters Score -2.166927e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168590 members 
Mstep: Class 2 contains 395375 members 
Entering Unmasked Estep 
Score: -21669482.000000 Penalty: 1205.089966
	Iteration 54Q: 3 clusters Score -2.166948e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171584 members 
Mstep: Class 2 contains 392381 members 
Entering Unmasked Estep 
Score: -21669528.000000 Penalty: 1205.089966
	Iteration 55Q: 3 clusters Score -2.166953e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174445 members 
Mstep: Class 2 contains 389520 members 
Entering Unmasked Estep 
Score: -21669400.000000 Penalty: 1205.089966
	Iteration 56Q: 3 clusters Score -2.16694e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177095 members 
Mstep: Class 2 contains 386870 members 
Entering Unmasked Estep 
Score: -21669388.000000 Penalty: 1205.089966
	Iteration 57Q: 3 clusters Score -2.166939e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179659 members 
Mstep: Class 2 contains 384306 members 
Entering Unmasked Estep 
Score: -21669348.000000 Penalty: 1205.089966
	Iteration 58Q: 3 clusters Score -2.166935e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182308 members 
Mstep: Class 2 contains 381657 members 
Entering Unmasked Estep 
Score: -21669294.000000 Penalty: 1205.089966
	Iteration 59Q: 3 clusters Score -2.166929e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184866 members 
Mstep: Class 2 contains 379099 members 
Entering Unmasked Estep 
Score: -21669236.000000 Penalty: 1205.089966
	Iteration 60F: 3 clusters Score -2.166924e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187433 members 
Mstep: Class 2 contains 376532 members 
Entering Unmasked Estep 
Score: -21669322.000000 Penalty: 1205.089966
	Iteration 61Q: 3 clusters Score -2.166932e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189955 members 
Mstep: Class 2 contains 374010 members 
Entering Unmasked Estep 
Score: -21669138.000000 Penalty: 1205.089966
	Iteration 62Q: 3 clusters Score -2.166914e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192311 members 
Mstep: Class 2 contains 371654 members 
Entering Unmasked Estep 
Score: -21669096.000000 Penalty: 1205.089966
	Iteration 63Q: 3 clusters Score -2.16691e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194611 members 
Mstep: Class 2 contains 369354 members 
Entering Unmasked Estep 
Score: -21669004.000000 Penalty: 1205.089966
	Iteration 64Q: 3 clusters Score -2.1669e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196858 members 
Mstep: Class 2 contains 367107 members 
Entering Unmasked Estep 
Score: -21669006.000000 Penalty: 1205.089966
	Iteration 65Q: 3 clusters Score -2.166901e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199117 members 
Mstep: Class 2 contains 364848 members 
Entering Unmasked Estep 
Score: -21668832.000000 Penalty: 1205.089966
	Iteration 66Q: 3 clusters Score -2.166883e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201410 members 
Mstep: Class 2 contains 362555 members 
Entering Unmasked Estep 
Score: -21668830.000000 Penalty: 1205.089966
	Iteration 67Q: 3 clusters Score -2.166883e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203563 members 
Mstep: Class 2 contains 360402 members 
Entering Unmasked Estep 
Score: -21668908.000000 Penalty: 1205.089966
	Iteration 68Q: 3 clusters Score -2.166891e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205709 members 
Mstep: Class 2 contains 358256 members 
Entering Unmasked Estep 
Score: -21668910.000000 Penalty: 1205.089966
	Iteration 69Q: 3 clusters Score -2.166891e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207859 members 
Mstep: Class 2 contains 356106 members 
Entering Unmasked Estep 
Score: -21668744.000000 Penalty: 1205.089966
	Iteration 70Q: 3 clusters Score -2.166874e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209982 members 
Mstep: Class 2 contains 353983 members 
Entering Unmasked Estep 
Score: -21668790.000000 Penalty: 1205.089966
	Iteration 71Q: 3 clusters Score -2.166879e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211954 members 
Mstep: Class 2 contains 352011 members 
Entering Unmasked Estep 
Score: -21668712.000000 Penalty: 1205.089966
	Iteration 72Q: 3 clusters Score -2.166871e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213911 members 
Mstep: Class 2 contains 350054 members 
Entering Unmasked Estep 
Score: -21668642.000000 Penalty: 1205.089966
	Iteration 73Q: 3 clusters Score -2.166864e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216037 members 
Mstep: Class 2 contains 347928 members 
Entering Unmasked Estep 
Score: -21668564.000000 Penalty: 1205.089966
	Iteration 74Q: 3 clusters Score -2.166856e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218038 members 
Mstep: Class 2 contains 345927 members 
Entering Unmasked Estep 
Score: -21668606.000000 Penalty: 1205.089966
	Iteration 75Q: 3 clusters Score -2.166861e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219953 members 
Mstep: Class 2 contains 344012 members 
Entering Unmasked Estep 
Score: -21668700.000000 Penalty: 1205.089966
	Iteration 76Q: 3 clusters Score -2.16687e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221718 members 
Mstep: Class 2 contains 342247 members 
Entering Unmasked Estep 
Score: -21668754.000000 Penalty: 1205.089966
	Iteration 77Q: 3 clusters Score -2.166875e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223338 members 
Mstep: Class 2 contains 340627 members 
Entering Unmasked Estep 
Score: -21668620.000000 Penalty: 1205.089966
	Iteration 78Q: 3 clusters Score -2.166862e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224921 members 
Mstep: Class 2 contains 339044 members 
Entering Unmasked Estep 
Score: -21668564.000000 Penalty: 1205.089966
	Iteration 79Q: 3 clusters Score -2.166856e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226389 members 
Mstep: Class 2 contains 337576 members 
Entering Unmasked Estep 
Score: -21668526.000000 Penalty: 1205.089966
	Iteration 80F: 3 clusters Score -2.166853e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227706 members 
Mstep: Class 2 contains 336259 members 
Entering Unmasked Estep 
Score: -21668568.000000 Penalty: 1205.089966
	Iteration 81Q: 3 clusters Score -2.166857e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228986 members 
Mstep: Class 2 contains 334979 members 
Entering Unmasked Estep 
Score: -21668510.000000 Penalty: 1205.089966
	Iteration 82Q: 3 clusters Score -2.166851e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230051 members 
Mstep: Class 2 contains 333914 members 
Entering Unmasked Estep 
Score: -21668574.000000 Penalty: 1205.089966
	Iteration 83Q: 3 clusters Score -2.166857e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230994 members 
Mstep: Class 2 contains 332971 members 
Entering Unmasked Estep 
Score: -21668594.000000 Penalty: 1205.089966
	Iteration 84Q: 3 clusters Score -2.166859e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231852 members 
Mstep: Class 2 contains 332113 members 
Entering Unmasked Estep 
Score: -21668624.000000 Penalty: 1205.089966
	Iteration 85Q: 3 clusters Score -2.166862e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232525 members 
Mstep: Class 2 contains 331440 members 
Entering Unmasked Estep 
Score: -21668634.000000 Penalty: 1205.089966
	Iteration 86Q: 3 clusters Score -2.166863e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233084 members 
Mstep: Class 2 contains 330881 members 
Entering Unmasked Estep 
Score: -21668676.000000 Penalty: 1205.089966
	Iteration 87Q: 3 clusters Score -2.166868e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233539 members 
Mstep: Class 2 contains 330426 members 
Entering Unmasked Estep 
Score: -21668770.000000 Penalty: 1205.089966
	Iteration 88Q: 3 clusters Score -2.166877e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233914 members 
Mstep: Class 2 contains 330051 members 
Entering Unmasked Estep 
Score: -21668886.000000 Penalty: 1205.089966
	Iteration 89Q: 3 clusters Score -2.166889e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234165 members 
Mstep: Class 2 contains 329800 members 
Entering Unmasked Estep 
Score: -21668934.000000 Penalty: 1205.089966
	Iteration 90Q: 3 clusters Score -2.166893e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234417 members 
Mstep: Class 2 contains 329548 members 
Entering Unmasked Estep 
Score: -21668870.000000 Penalty: 1205.089966
	Iteration 91Q: 3 clusters Score -2.166887e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234683 members 
Mstep: Class 2 contains 329282 members 
Entering Unmasked Estep 
Score: -21668886.000000 Penalty: 1205.089966
	Iteration 92Q: 3 clusters Score -2.166889e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234882 members 
Mstep: Class 2 contains 329083 members 
Entering Unmasked Estep 
Score: -21668894.000000 Penalty: 1205.089966
	Iteration 93Q: 3 clusters Score -2.166889e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234975 members 
Mstep: Class 2 contains 328990 members 
Entering Unmasked Estep 
Score: -21668900.000000 Penalty: 1205.089966
	Iteration 94Q: 3 clusters Score -2.16689e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235072 members 
Mstep: Class 2 contains 328893 members 
Entering Unmasked Estep 
Score: -21668880.000000 Penalty: 1205.089966
	Iteration 95Q: 3 clusters Score -2.166888e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235123 members 
Mstep: Class 2 contains 328842 members 
Entering Unmasked Estep 
Score: -21668880.000000 Penalty: 1205.089966
	Iteration 96Q: 3 clusters Score -2.166888e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235159 members 
Mstep: Class 2 contains 328806 members 
Entering Unmasked Estep 
Score: -21668864.000000 Penalty: 1205.089966
	Iteration 97Q: 3 clusters Score -2.166886e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235252 members 
Mstep: Class 2 contains 328713 members 
Entering Unmasked Estep 
Score: -21668852.000000 Penalty: 1205.089966
	Iteration 98Q: 3 clusters Score -2.166885e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235425 members 
Mstep: Class 2 contains 328540 members 
Entering Unmasked Estep 
Score: -21668960.000000 Penalty: 1205.089966
	Iteration 99Q: 3 clusters Score -2.166896e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235504 members 
Mstep: Class 2 contains 328461 members 
Entering Unmasked Estep 
Score: -21668926.000000 Penalty: 1205.089966
	Iteration 100F: 3 clusters Score -2.166893e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235586 members 
Mstep: Class 2 contains 328379 members 
Entering Unmasked Estep 
Score: -21668926.000000 Penalty: 1205.089966
	Iteration 101Q: 3 clusters Score -2.166893e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235702 members 
Mstep: Class 2 contains 328263 members 
Entering Unmasked Estep 
Score: -21668936.000000 Penalty: 1205.089966
	Iteration 102Q: 3 clusters Score -2.166894e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235758 members 
Mstep: Class 2 contains 328207 members 
Entering Unmasked Estep 
Score: -21668906.000000 Penalty: 1205.089966
	Iteration 103Q: 3 clusters Score -2.166891e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235849 members 
Mstep: Class 2 contains 328116 members 
Entering Unmasked Estep 
Score: -21668986.000000 Penalty: 1205.089966
	Iteration 104Q: 3 clusters Score -2.166899e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235906 members 
Mstep: Class 2 contains 328059 members 
Entering Unmasked Estep 
Score: -21668988.000000 Penalty: 1205.089966
	Iteration 105Q: 3 clusters Score -2.166899e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235919 members 
Mstep: Class 2 contains 328046 members 
Entering Unmasked Estep 
Score: -21669010.000000 Penalty: 1205.089966
	Iteration 106Q: 3 clusters Score -2.166901e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235976 members 
Mstep: Class 2 contains 327989 members 
Entering Unmasked Estep 
Score: -21669068.000000 Penalty: 1205.089966
	Iteration 107Q: 3 clusters Score -2.166907e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236010 members 
Mstep: Class 2 contains 327955 members 
Entering Unmasked Estep 
Score: -21669080.000000 Penalty: 1205.089966
	Iteration 108Q: 3 clusters Score -2.166908e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236104 members 
Mstep: Class 2 contains 327861 members 
Entering Unmasked Estep 
Score: -21669026.000000 Penalty: 1205.089966
	Iteration 109Q: 3 clusters Score -2.166903e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236211 members 
Mstep: Class 2 contains 327754 members 
Entering Unmasked Estep 
Score: -21669028.000000 Penalty: 1205.089966
	Iteration 110Q: 3 clusters Score -2.166903e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236284 members 
Mstep: Class 2 contains 327681 members 
Entering Unmasked Estep 
Score: -21668970.000000 Penalty: 1205.089966
	Iteration 111Q: 3 clusters Score -2.166897e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236368 members 
Mstep: Class 2 contains 327597 members 
Entering Unmasked Estep 
Score: -21669058.000000 Penalty: 1205.089966
	Iteration 112Q: 3 clusters Score -2.166906e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236476 members 
Mstep: Class 2 contains 327489 members 
Entering Unmasked Estep 
Score: -21669064.000000 Penalty: 1205.089966
	Iteration 113Q: 3 clusters Score -2.166906e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236538 members 
Mstep: Class 2 contains 327427 members 
Entering Unmasked Estep 
Score: -21669044.000000 Penalty: 1205.089966
	Iteration 114Q: 3 clusters Score -2.166904e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236608 members 
Mstep: Class 2 contains 327357 members 
Entering Unmasked Estep 
Score: -21669184.000000 Penalty: 1205.089966
	Iteration 115Q: 3 clusters Score -2.166918e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236581 members 
Mstep: Class 2 contains 327384 members 
Entering Unmasked Estep 
Score: -21669134.000000 Penalty: 1205.089966
	Iteration 116Q: 3 clusters Score -2.166913e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236530 members 
Mstep: Class 2 contains 327435 members 
Entering Unmasked Estep 
Score: -21669150.000000 Penalty: 1205.089966
	Iteration 117Q: 3 clusters Score -2.166915e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236550 members 
Mstep: Class 2 contains 327415 members 
Entering Unmasked Estep 
Score: -21669194.000000 Penalty: 1205.089966
	Iteration 118Q: 3 clusters Score -2.166919e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236617 members 
Mstep: Class 2 contains 327348 members 
Entering Unmasked Estep 
Score: -21669204.000000 Penalty: 1205.089966
	Iteration 119Q: 3 clusters Score -2.16692e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236702 members 
Mstep: Class 2 contains 327263 members 
Entering Unmasked Estep 
Score: -21669228.000000 Penalty: 1205.089966
	Iteration 120F: 3 clusters Score -2.166923e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236823 members 
Mstep: Class 2 contains 327142 members 
Entering Unmasked Estep 
Score: -21669192.000000 Penalty: 1205.089966
	Iteration 121Q: 3 clusters Score -2.166919e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236974 members 
Mstep: Class 2 contains 326991 members 
Entering Unmasked Estep 
Score: -21669260.000000 Penalty: 1205.089966
	Iteration 122Q: 3 clusters Score -2.166926e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237135 members 
Mstep: Class 2 contains 326830 members 
Entering Unmasked Estep 
Score: -21669286.000000 Penalty: 1205.089966
	Iteration 123Q: 3 clusters Score -2.166929e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237266 members 
Mstep: Class 2 contains 326699 members 
Entering Unmasked Estep 
Score: -21669328.000000 Penalty: 1205.089966
	Iteration 124Q: 3 clusters Score -2.166933e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237279 members 
Mstep: Class 2 contains 326686 members 
Entering Unmasked Estep 
Score: -21669444.000000 Penalty: 1205.089966
	Iteration 125Q: 3 clusters Score -2.166944e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237262 members 
Mstep: Class 2 contains 326703 members 
Entering Unmasked Estep 
Score: -21669482.000000 Penalty: 1205.089966
	Iteration 126Q: 3 clusters Score -2.166948e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237285 members 
Mstep: Class 2 contains 326680 members 
Entering Unmasked Estep 
Score: -21669428.000000 Penalty: 1205.089966
	Iteration 127Q: 3 clusters Score -2.166943e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237318 members 
Mstep: Class 2 contains 326647 members 
Entering Unmasked Estep 
Score: -21669456.000000 Penalty: 1205.089966
	Iteration 128Q: 3 clusters Score -2.166946e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237342 members 
Mstep: Class 2 contains 326623 members 
Entering Unmasked Estep 
Score: -21669434.000000 Penalty: 1205.089966
	Iteration 129Q: 3 clusters Score -2.166943e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237337 members 
Mstep: Class 2 contains 326628 members 
Entering Unmasked Estep 
Score: -21669480.000000 Penalty: 1205.089966
	Iteration 130Q: 3 clusters Score -2.166948e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237416 members 
Mstep: Class 2 contains 326549 members 
Entering Unmasked Estep 
Score: -21669496.000000 Penalty: 1205.089966
	Iteration 131Q: 3 clusters Score -2.16695e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237501 members 
Mstep: Class 2 contains 326464 members 
Entering Unmasked Estep 
Score: -21669552.000000 Penalty: 1205.089966
	Iteration 132Q: 3 clusters Score -2.166955e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237607 members 
Mstep: Class 2 contains 326358 members 
Entering Unmasked Estep 
Score: -21669614.000000 Penalty: 1205.089966
	Iteration 133Q: 3 clusters Score -2.166961e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237677 members 
Mstep: Class 2 contains 326288 members 
Entering Unmasked Estep 
Score: -21669678.000000 Penalty: 1205.089966
	Iteration 134Q: 3 clusters Score -2.166968e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237841 members 
Mstep: Class 2 contains 326124 members 
Entering Unmasked Estep 
Score: -21669652.000000 Penalty: 1205.089966
	Iteration 135Q: 3 clusters Score -2.166965e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237985 members 
Mstep: Class 2 contains 325980 members 
Entering Unmasked Estep 
Score: -21669694.000000 Penalty: 1205.089966
	Iteration 136Q: 3 clusters Score -2.166969e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238184 members 
Mstep: Class 2 contains 325781 members 
Entering Unmasked Estep 
Score: -21669734.000000 Penalty: 1205.089966
	Iteration 137Q: 3 clusters Score -2.166973e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238323 members 
Mstep: Class 2 contains 325642 members 
Entering Unmasked Estep 
Score: -21669782.000000 Penalty: 1205.089966
	Iteration 138Q: 3 clusters Score -2.166978e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238364 members 
Mstep: Class 2 contains 325601 members 
Entering Unmasked Estep 
Score: -21669812.000000 Penalty: 1205.089966
	Iteration 139Q: 3 clusters Score -2.166981e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238386 members 
Mstep: Class 2 contains 325579 members 
Entering Unmasked Estep 
Score: -21669894.000000 Penalty: 1205.089966
	Iteration 140F: 3 clusters Score -2.166989e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238461 members 
Mstep: Class 2 contains 325504 members 
Entering Unmasked Estep 
Score: -21669956.000000 Penalty: 1205.089966
	Iteration 141Q: 3 clusters Score -2.166996e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238342 members 
Mstep: Class 2 contains 325623 members 
Entering Unmasked Estep 
Score: -21670024.000000 Penalty: 1205.089966
	Iteration 142Q: 3 clusters Score -2.167002e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238357 members 
Mstep: Class 2 contains 325608 members 
Entering Unmasked Estep 
Score: -21670102.000000 Penalty: 1205.089966
	Iteration 143Q: 3 clusters Score -2.16701e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238323 members 
Mstep: Class 2 contains 325642 members 
Entering Unmasked Estep 
Score: -21670102.000000 Penalty: 1205.089966
	Iteration 144Q: 3 clusters Score -2.16701e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238403 members 
Mstep: Class 2 contains 325562 members 
Entering Unmasked Estep 
Score: -21670134.000000 Penalty: 1205.089966
	Iteration 145Q: 3 clusters Score -2.167013e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238498 members 
Mstep: Class 2 contains 325467 members 
Entering Unmasked Estep 
Score: -21670192.000000 Penalty: 1205.089966
	Iteration 146Q: 3 clusters Score -2.167019e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238551 members 
Mstep: Class 2 contains 325414 members 
Entering Unmasked Estep 
Score: -21670198.000000 Penalty: 1205.089966
	Iteration 147Q: 3 clusters Score -2.16702e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238652 members 
Mstep: Class 2 contains 325313 members 
Entering Unmasked Estep 
Score: -21670276.000000 Penalty: 1205.089966
	Iteration 148Q: 3 clusters Score -2.167028e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238821 members 
Mstep: Class 2 contains 325144 members 
Entering Unmasked Estep 
Score: -21670300.000000 Penalty: 1205.089966
	Iteration 149Q: 3 clusters Score -2.16703e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238995 members 
Mstep: Class 2 contains 324970 members 
Entering Unmasked Estep 
Score: -21670368.000000 Penalty: 1205.089966
	Iteration 150Q: 3 clusters Score -2.167037e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239088 members 
Mstep: Class 2 contains 324877 members 
Entering Unmasked Estep 
Score: -21670372.000000 Penalty: 1205.089966
	Iteration 151Q: 3 clusters Score -2.167037e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239129 members 
Mstep: Class 2 contains 324836 members 
Entering Unmasked Estep 
Score: -21670400.000000 Penalty: 1205.089966
	Iteration 152Q: 3 clusters Score -2.16704e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239198 members 
Mstep: Class 2 contains 324767 members 
Entering Unmasked Estep 
Score: -21670382.000000 Penalty: 1205.089966
	Iteration 153Q: 3 clusters Score -2.167038e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239287 members 
Mstep: Class 2 contains 324678 members 
Entering Unmasked Estep 
Score: -21670416.000000 Penalty: 1205.089966
	Iteration 154Q: 3 clusters Score -2.167042e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239342 members 
Mstep: Class 2 contains 324623 members 
Entering Unmasked Estep 
Score: -21670470.000000 Penalty: 1205.089966
	Iteration 155Q: 3 clusters Score -2.167047e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239413 members 
Mstep: Class 2 contains 324552 members 
Entering Unmasked Estep 
Score: -21670554.000000 Penalty: 1205.089966
	Iteration 156Q: 3 clusters Score -2.167055e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239516 members 
Mstep: Class 2 contains 324449 members 
Entering Unmasked Estep 
Score: -21670590.000000 Penalty: 1205.089966
	Iteration 157Q: 3 clusters Score -2.167059e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239643 members 
Mstep: Class 2 contains 324322 members 
Entering Unmasked Estep 
Score: -21670662.000000 Penalty: 1205.089966
	Iteration 158Q: 3 clusters Score -2.167066e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239778 members 
Mstep: Class 2 contains 324187 members 
Entering Unmasked Estep 
Score: -21670666.000000 Penalty: 1205.089966
	Iteration 159Q: 3 clusters Score -2.167067e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239918 members 
Mstep: Class 2 contains 324047 members 
Entering Unmasked Estep 
Score: -21670622.000000 Penalty: 1205.089966
	Iteration 160F: 3 clusters Score -2.167062e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240049 members 
Mstep: Class 2 contains 323916 members 
Entering Unmasked Estep 
Score: -21670586.000000 Penalty: 1205.089966
	Iteration 161Q: 3 clusters Score -2.167059e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240208 members 
Mstep: Class 2 contains 323757 members 
Entering Unmasked Estep 
Score: -21670688.000000 Penalty: 1205.089966
	Iteration 162Q: 3 clusters Score -2.167069e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240311 members 
Mstep: Class 2 contains 323654 members 
Entering Unmasked Estep 
Score: -21670752.000000 Penalty: 1205.089966
	Iteration 163Q: 3 clusters Score -2.167075e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240474 members 
Mstep: Class 2 contains 323491 members 
Entering Unmasked Estep 
Score: -21670760.000000 Penalty: 1205.089966
	Iteration 164Q: 3 clusters Score -2.167076e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240683 members 
Mstep: Class 2 contains 323282 members 
Entering Unmasked Estep 
Score: -21670816.000000 Penalty: 1205.089966
	Iteration 165Q: 3 clusters Score -2.167082e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240834 members 
Mstep: Class 2 contains 323131 members 
Entering Unmasked Estep 
Score: -21670934.000000 Penalty: 1205.089966
	Iteration 166Q: 3 clusters Score -2.167093e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240916 members 
Mstep: Class 2 contains 323049 members 
Entering Unmasked Estep 
Score: -21670928.000000 Penalty: 1205.089966
	Iteration 167Q: 3 clusters Score -2.167093e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240980 members 
Mstep: Class 2 contains 322985 members 
Entering Unmasked Estep 
Score: -21671020.000000 Penalty: 1205.089966
	Iteration 168Q: 3 clusters Score -2.167102e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240953 members 
Mstep: Class 2 contains 323012 members 
Entering Unmasked Estep 
Score: -21671118.000000 Penalty: 1205.089966
	Iteration 169Q: 3 clusters Score -2.167112e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241004 members 
Mstep: Class 2 contains 322961 members 
Entering Unmasked Estep 
Score: -21671198.000000 Penalty: 1205.089966
	Iteration 170Q: 3 clusters Score -2.16712e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241089 members 
Mstep: Class 2 contains 322876 members 
Entering Unmasked Estep 
Score: -21671314.000000 Penalty: 1205.089966
	Iteration 171Q: 3 clusters Score -2.167131e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241148 members 
Mstep: Class 2 contains 322817 members 
Entering Unmasked Estep 
Score: -21671338.000000 Penalty: 1205.089966
	Iteration 172Q: 3 clusters Score -2.167134e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241206 members 
Mstep: Class 2 contains 322759 members 
Entering Unmasked Estep 
Score: -21671350.000000 Penalty: 1205.089966
	Iteration 173Q: 3 clusters Score -2.167135e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241221 members 
Mstep: Class 2 contains 322744 members 
Entering Unmasked Estep 
Score: -21671412.000000 Penalty: 1205.089966
	Iteration 174Q: 3 clusters Score -2.167141e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241234 members 
Mstep: Class 2 contains 322731 members 
Entering Unmasked Estep 
Score: -21671484.000000 Penalty: 1205.089966
	Iteration 175Q: 3 clusters Score -2.167148e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241170 members 
Mstep: Class 2 contains 322795 members 
Entering Unmasked Estep 
Score: -21671540.000000 Penalty: 1205.089966
	Iteration 176Q: 3 clusters Score -2.167154e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241122 members 
Mstep: Class 2 contains 322843 members 
Entering Unmasked Estep 
Score: -21671522.000000 Penalty: 1205.089966
	Iteration 177Q: 3 clusters Score -2.167152e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241121 members 
Mstep: Class 2 contains 322844 members 
Entering Unmasked Estep 
Score: -21671594.000000 Penalty: 1205.089966
	Iteration 178Q: 3 clusters Score -2.167159e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241217 members 
Mstep: Class 2 contains 322748 members 
Entering Unmasked Estep 
Score: -21671650.000000 Penalty: 1205.089966
	Iteration 179Q: 3 clusters Score -2.167165e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241307 members 
Mstep: Class 2 contains 322658 members 
Entering Unmasked Estep 
Score: -21671802.000000 Penalty: 1205.089966
	Iteration 180F: 3 clusters Score -2.16718e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241412 members 
Mstep: Class 2 contains 322553 members 
Entering Unmasked Estep 
Score: -21671900.000000 Penalty: 1205.089966
	Iteration 181Q: 3 clusters Score -2.16719e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241500 members 
Mstep: Class 2 contains 322465 members 
Entering Unmasked Estep 
Score: -21672004.000000 Penalty: 1205.089966
	Iteration 182Q: 3 clusters Score -2.1672e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241612 members 
Mstep: Class 2 contains 322353 members 
Entering Unmasked Estep 
Score: -21672080.000000 Penalty: 1205.089966
	Iteration 183Q: 3 clusters Score -2.167208e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241652 members 
Mstep: Class 2 contains 322313 members 
Entering Unmasked Estep 
Score: -21672110.000000 Penalty: 1205.089966
	Iteration 184Q: 3 clusters Score -2.167211e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241634 members 
Mstep: Class 2 contains 322331 members 
Entering Unmasked Estep 
Score: -21672194.000000 Penalty: 1205.089966
	Iteration 185Q: 3 clusters Score -2.167219e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241616 members 
Mstep: Class 2 contains 322349 members 
Entering Unmasked Estep 
Score: -21672296.000000 Penalty: 1205.089966
	Iteration 186Q: 3 clusters Score -2.16723e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241611 members 
Mstep: Class 2 contains 322354 members 
Entering Unmasked Estep 
Score: -21672342.000000 Penalty: 1205.089966
	Iteration 187Q: 3 clusters Score -2.167234e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241553 members 
Mstep: Class 2 contains 322412 members 
Entering Unmasked Estep 
Score: -21672284.000000 Penalty: 1205.089966
	Iteration 188Q: 3 clusters Score -2.167228e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241519 members 
Mstep: Class 2 contains 322446 members 
Entering Unmasked Estep 
Score: -21672358.000000 Penalty: 1205.089966
	Iteration 189Q: 3 clusters Score -2.167236e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241499 members 
Mstep: Class 2 contains 322466 members 
Entering Unmasked Estep 
Score: -21672468.000000 Penalty: 1205.089966
	Iteration 190Q: 3 clusters Score -2.167247e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241491 members 
Mstep: Class 2 contains 322474 members 
Entering Unmasked Estep 
Score: -21672544.000000 Penalty: 1205.089966
	Iteration 191Q: 3 clusters Score -2.167254e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241525 members 
Mstep: Class 2 contains 322440 members 
Entering Unmasked Estep 
Score: -21672634.000000 Penalty: 1205.089966
	Iteration 192Q: 3 clusters Score -2.167263e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241541 members 
Mstep: Class 2 contains 322424 members 
Entering Unmasked Estep 
Score: -21672718.000000 Penalty: 1205.089966
	Iteration 193Q: 3 clusters Score -2.167272e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241586 members 
Mstep: Class 2 contains 322379 members 
Entering Unmasked Estep 
Score: -21672684.000000 Penalty: 1205.089966
	Iteration 194Q: 3 clusters Score -2.167268e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241696 members 
Mstep: Class 2 contains 322269 members 
Entering Unmasked Estep 
Score: -21672788.000000 Penalty: 1205.089966
	Iteration 195Q: 3 clusters Score -2.167279e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241825 members 
Mstep: Class 2 contains 322140 members 
Entering Unmasked Estep 
Score: -21672912.000000 Penalty: 1205.089966
	Iteration 196Q: 3 clusters Score -2.167291e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241947 members 
Mstep: Class 2 contains 322018 members 
Entering Unmasked Estep 
Score: -21673054.000000 Penalty: 1205.089966
	Iteration 197Q: 3 clusters Score -2.167305e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242107 members 
Mstep: Class 2 contains 321858 members 
Entering Unmasked Estep 
Score: -21673136.000000 Penalty: 1205.089966
	Iteration 198Q: 3 clusters Score -2.167314e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242268 members 
Mstep: Class 2 contains 321697 members 
Entering Unmasked Estep 
Score: -21673240.000000 Penalty: 1205.089966
	Iteration 199Q: 3 clusters Score -2.167324e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242397 members 
Mstep: Class 2 contains 321568 members 
Entering Unmasked Estep 
Score: -21673358.000000 Penalty: 1205.089966
	Iteration 200F: 3 clusters Score -2.167336e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242446 members 
Mstep: Class 2 contains 321519 members 
Entering Unmasked Estep 
Score: -21673432.000000 Penalty: 1205.089966
	Iteration 201Q: 3 clusters Score -2.167343e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242441 members 
Mstep: Class 2 contains 321524 members 
Entering Unmasked Estep 
Score: -21673504.000000 Penalty: 1205.089966
	Iteration 202Q: 3 clusters Score -2.16735e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242461 members 
Mstep: Class 2 contains 321504 members 
Entering Unmasked Estep 
Score: -21673604.000000 Penalty: 1205.089966
	Iteration 203Q: 3 clusters Score -2.16736e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242450 members 
Mstep: Class 2 contains 321515 members 
Entering Unmasked Estep 
Score: -21673882.000000 Penalty: 1205.089966
	Iteration 204Q: 3 clusters Score -2.167388e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242368 members 
Mstep: Class 2 contains 321597 members 
Entering Unmasked Estep 
Score: -21674080.000000 Penalty: 1205.089966
	Iteration 205Q: 3 clusters Score -2.167408e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242348 members 
Mstep: Class 2 contains 321617 members 
Entering Unmasked Estep 
Score: -21674186.000000 Penalty: 1205.089966
	Iteration 206Q: 3 clusters Score -2.167419e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242330 members 
Mstep: Class 2 contains 321635 members 
Entering Unmasked Estep 
Score: -21674174.000000 Penalty: 1205.089966
	Iteration 207Q: 3 clusters Score -2.167417e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242301 members 
Mstep: Class 2 contains 321664 members 
Entering Unmasked Estep 
Score: -21674356.000000 Penalty: 1205.089966
	Iteration 208Q: 3 clusters Score -2.167436e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242171 members 
Mstep: Class 2 contains 321794 members 
Entering Unmasked Estep 
Score: -21674462.000000 Penalty: 1205.089966
	Iteration 209Q: 3 clusters Score -2.167446e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242026 members 
Mstep: Class 2 contains 321939 members 
Entering Unmasked Estep 
Score: -21674652.000000 Penalty: 1205.089966
	Iteration 210Q: 3 clusters Score -2.167465e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241898 members 
Mstep: Class 2 contains 322067 members 
Entering Unmasked Estep 
Score: -21674914.000000 Penalty: 1205.089966
	Iteration 211Q: 3 clusters Score -2.167491e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241771 members 
Mstep: Class 2 contains 322194 members 
Entering Unmasked Estep 
Score: -21674998.000000 Penalty: 1205.089966
	Iteration 212Q: 3 clusters Score -2.1675e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241588 members 
Mstep: Class 2 contains 322377 members 
Entering Unmasked Estep 
Score: -21675114.000000 Penalty: 1205.089966
	Iteration 213Q: 3 clusters Score -2.167511e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241429 members 
Mstep: Class 2 contains 322536 members 
Entering Unmasked Estep 
Score: -21675264.000000 Penalty: 1205.089966
	Iteration 214Q: 3 clusters Score -2.167526e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241321 members 
Mstep: Class 2 contains 322644 members 
Entering Unmasked Estep 
Score: -21675324.000000 Penalty: 1205.089966
	Iteration 215Q: 3 clusters Score -2.167532e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241199 members 
Mstep: Class 2 contains 322766 members 
Entering Unmasked Estep 
Score: -21675454.000000 Penalty: 1205.089966
	Iteration 216Q: 3 clusters Score -2.167545e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241040 members 
Mstep: Class 2 contains 322925 members 
Entering Unmasked Estep 
Score: -21675510.000000 Penalty: 1205.089966
	Iteration 217Q: 3 clusters Score -2.167551e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240936 members 
Mstep: Class 2 contains 323029 members 
Entering Unmasked Estep 
Score: -21675728.000000 Penalty: 1205.089966
	Iteration 218Q: 3 clusters Score -2.167573e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240819 members 
Mstep: Class 2 contains 323146 members 
Entering Unmasked Estep 
Score: -21675874.000000 Penalty: 1205.089966
	Iteration 219Q: 3 clusters Score -2.167587e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240716 members 
Mstep: Class 2 contains 323249 members 
Entering Unmasked Estep 
Score: -21676070.000000 Penalty: 1205.089966
	Iteration 220F: 3 clusters Score -2.167607e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240598 members 
Mstep: Class 2 contains 323367 members 
Entering Unmasked Estep 
Score: -21676142.000000 Penalty: 1205.089966
	Iteration 221Q: 3 clusters Score -2.167614e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240456 members 
Mstep: Class 2 contains 323509 members 
Entering Unmasked Estep 
Score: -21676312.000000 Penalty: 1205.089966
	Iteration 222Q: 3 clusters Score -2.167631e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240287 members 
Mstep: Class 2 contains 323678 members 
Entering Unmasked Estep 
Score: -21676372.000000 Penalty: 1205.089966
	Iteration 223Q: 3 clusters Score -2.167637e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240071 members 
Mstep: Class 2 contains 323894 members 
Entering Unmasked Estep 
Score: -21676604.000000 Penalty: 1205.089966
	Iteration 224Q: 3 clusters Score -2.16766e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239963 members 
Mstep: Class 2 contains 324002 members 
Entering Unmasked Estep 
Score: -21676662.000000 Penalty: 1205.089966
	Iteration 225Q: 3 clusters Score -2.167666e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239985 members 
Mstep: Class 2 contains 323980 members 
Entering Unmasked Estep 
Score: -21677010.000000 Penalty: 1205.089966
	Iteration 226Q: 3 clusters Score -2.167701e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240095 members 
Mstep: Class 2 contains 323870 members 
Entering Unmasked Estep 
Score: -21677162.000000 Penalty: 1205.089966
	Iteration 227Q: 3 clusters Score -2.167716e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240148 members 
Mstep: Class 2 contains 323817 members 
Entering Unmasked Estep 
Score: -21677258.000000 Penalty: 1205.089966
	Iteration 228Q: 3 clusters Score -2.167726e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240155 members 
Mstep: Class 2 contains 323810 members 
Entering Unmasked Estep 
Score: -21677336.000000 Penalty: 1205.089966
	Iteration 229Q: 3 clusters Score -2.167734e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240054 members 
Mstep: Class 2 contains 323911 members 
Entering Unmasked Estep 
Score: -21677416.000000 Penalty: 1205.089966
	Iteration 230Q: 3 clusters Score -2.167742e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239984 members 
Mstep: Class 2 contains 323981 members 
Entering Unmasked Estep 
Score: -21677600.000000 Penalty: 1205.089966
	Iteration 231Q: 3 clusters Score -2.16776e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239796 members 
Mstep: Class 2 contains 324169 members 
Entering Unmasked Estep 
Score: -21677912.000000 Penalty: 1205.089966
	Iteration 232Q: 3 clusters Score -2.167791e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239524 members 
Mstep: Class 2 contains 324441 members 
Entering Unmasked Estep 
Score: -21678058.000000 Penalty: 1205.089966
	Iteration 233Q: 3 clusters Score -2.167806e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239284 members 
Mstep: Class 2 contains 324681 members 
Entering Unmasked Estep 
Score: -21678302.000000 Penalty: 1205.089966
	Iteration 234Q: 3 clusters Score -2.16783e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239205 members 
Mstep: Class 2 contains 324760 members 
Entering Unmasked Estep 
Score: -21678610.000000 Penalty: 1205.089966
	Iteration 235Q: 3 clusters Score -2.167861e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239062 members 
Mstep: Class 2 contains 324903 members 
Entering Unmasked Estep 
Score: -21678728.000000 Penalty: 1205.089966
	Iteration 236Q: 3 clusters Score -2.167873e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238887 members 
Mstep: Class 2 contains 325078 members 
Entering Unmasked Estep 
Score: -21678970.000000 Penalty: 1205.089966
	Iteration 237Q: 3 clusters Score -2.167897e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238678 members 
Mstep: Class 2 contains 325287 members 
Entering Unmasked Estep 
Score: -21679136.000000 Penalty: 1205.089966
	Iteration 238Q: 3 clusters Score -2.167914e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238439 members 
Mstep: Class 2 contains 325526 members 
Entering Unmasked Estep 
Score: -21679254.000000 Penalty: 1205.089966
	Iteration 239Q: 3 clusters Score -2.167925e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238150 members 
Mstep: Class 2 contains 325815 members 
Entering Unmasked Estep 
Score: -21679448.000000 Penalty: 1205.089966
	Iteration 240F: 3 clusters Score -2.167945e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237900 members 
Mstep: Class 2 contains 326065 members 
Entering Unmasked Estep 
Score: -21679720.000000 Penalty: 1205.089966
	Iteration 241Q: 3 clusters Score -2.167972e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237592 members 
Mstep: Class 2 contains 326373 members 
Entering Unmasked Estep 
Score: -21679844.000000 Penalty: 1205.089966
	Iteration 242Q: 3 clusters Score -2.167984e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237346 members 
Mstep: Class 2 contains 326619 members 
Entering Unmasked Estep 
Score: -21680020.000000 Penalty: 1205.089966
	Iteration 243Q: 3 clusters Score -2.168002e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237103 members 
Mstep: Class 2 contains 326862 members 
Entering Unmasked Estep 
Score: -21680358.000000 Penalty: 1205.089966
	Iteration 244Q: 3 clusters Score -2.168036e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236791 members 
Mstep: Class 2 contains 327174 members 
Entering Unmasked Estep 
Score: -21680522.000000 Penalty: 1205.089966
	Iteration 245Q: 3 clusters Score -2.168052e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236459 members 
Mstep: Class 2 contains 327506 members 
Entering Unmasked Estep 
Score: -21680676.000000 Penalty: 1205.089966
	Iteration 246Q: 3 clusters Score -2.168068e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236153 members 
Mstep: Class 2 contains 327812 members 
Entering Unmasked Estep 
Score: -21680824.000000 Penalty: 1205.089966
	Iteration 247Q: 3 clusters Score -2.168082e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235869 members 
Mstep: Class 2 contains 328096 members 
Entering Unmasked Estep 
Score: -21681100.000000 Penalty: 1205.089966
	Iteration 248Q: 3 clusters Score -2.16811e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235721 members 
Mstep: Class 2 contains 328244 members 
Entering Unmasked Estep 
Score: -21681314.000000 Penalty: 1205.089966
	Iteration 249Q: 3 clusters Score -2.168131e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235591 members 
Mstep: Class 2 contains 328374 members 
Entering Unmasked Estep 
Score: -21681490.000000 Penalty: 1205.089966
	Iteration 250Q: 3 clusters Score -2.168149e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235454 members 
Mstep: Class 2 contains 328511 members 
Entering Unmasked Estep 
Score: -21681620.000000 Penalty: 1205.089966
	Iteration 251Q: 3 clusters Score -2.168162e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235357 members 
Mstep: Class 2 contains 328608 members 
Entering Unmasked Estep 
Score: -21681744.000000 Penalty: 1205.089966
	Iteration 252Q: 3 clusters Score -2.168174e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235199 members 
Mstep: Class 2 contains 328766 members 
Entering Unmasked Estep 
Score: -21681810.000000 Penalty: 1205.089966
	Iteration 253Q: 3 clusters Score -2.168181e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235006 members 
Mstep: Class 2 contains 328959 members 
Entering Unmasked Estep 
Score: -21682054.000000 Penalty: 1205.089966
	Iteration 254Q: 3 clusters Score -2.168205e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234791 members 
Mstep: Class 2 contains 329174 members 
Entering Unmasked Estep 
Score: -21682262.000000 Penalty: 1205.089966
	Iteration 255Q: 3 clusters Score -2.168226e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234618 members 
Mstep: Class 2 contains 329347 members 
Entering Unmasked Estep 
Score: -21682378.000000 Penalty: 1205.089966
	Iteration 256Q: 3 clusters Score -2.168238e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234404 members 
Mstep: Class 2 contains 329561 members 
Entering Unmasked Estep 
Score: -21682532.000000 Penalty: 1205.089966
	Iteration 257Q: 3 clusters Score -2.168253e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234187 members 
Mstep: Class 2 contains 329778 members 
Entering Unmasked Estep 
Score: -21682576.000000 Penalty: 1205.089966
	Iteration 258Q: 3 clusters Score -2.168258e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233950 members 
Mstep: Class 2 contains 330015 members 
Entering Unmasked Estep 
Score: -21682714.000000 Penalty: 1205.089966
	Iteration 259Q: 3 clusters Score -2.168271e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233722 members 
Mstep: Class 2 contains 330243 members 
Entering Unmasked Estep 
Score: -21682810.000000 Penalty: 1205.089966
	Iteration 260F: 3 clusters Score -2.168281e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233474 members 
Mstep: Class 2 contains 330491 members 
Entering Unmasked Estep 
Score: -21683010.000000 Penalty: 1205.089966
	Iteration 261Q: 3 clusters Score -2.168301e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233267 members 
Mstep: Class 2 contains 330698 members 
Entering Unmasked Estep 
Score: -21683118.000000 Penalty: 1205.089966
	Iteration 262Q: 3 clusters Score -2.168312e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233072 members 
Mstep: Class 2 contains 330893 members 
Entering Unmasked Estep 
Score: -21683278.000000 Penalty: 1205.089966
	Iteration 263Q: 3 clusters Score -2.168328e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232907 members 
Mstep: Class 2 contains 331058 members 
Entering Unmasked Estep 
Score: -21683372.000000 Penalty: 1205.089966
	Iteration 264Q: 3 clusters Score -2.168337e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232738 members 
Mstep: Class 2 contains 331227 members 
Entering Unmasked Estep 
Score: -21683392.000000 Penalty: 1205.089966
	Iteration 265Q: 3 clusters Score -2.168339e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232600 members 
Mstep: Class 2 contains 331365 members 
Entering Unmasked Estep 
Score: -21683476.000000 Penalty: 1205.089966
	Iteration 266Q: 3 clusters Score -2.168348e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232402 members 
Mstep: Class 2 contains 331563 members 
Entering Unmasked Estep 
Score: -21683640.000000 Penalty: 1205.089966
	Iteration 267Q: 3 clusters Score -2.168364e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232141 members 
Mstep: Class 2 contains 331824 members 
Entering Unmasked Estep 
Score: -21683826.000000 Penalty: 1205.089966
	Iteration 268Q: 3 clusters Score -2.168383e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231821 members 
Mstep: Class 2 contains 332144 members 
Entering Unmasked Estep 
Score: -21683964.000000 Penalty: 1205.089966
	Iteration 269Q: 3 clusters Score -2.168396e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231497 members 
Mstep: Class 2 contains 332468 members 
Entering Unmasked Estep 
Score: -21684062.000000 Penalty: 1205.089966
	Iteration 270Q: 3 clusters Score -2.168406e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231199 members 
Mstep: Class 2 contains 332766 members 
Entering Unmasked Estep 
Score: -21684198.000000 Penalty: 1205.089966
	Iteration 271Q: 3 clusters Score -2.16842e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230882 members 
Mstep: Class 2 contains 333083 members 
Entering Unmasked Estep 
Score: -21684392.000000 Penalty: 1205.089966
	Iteration 272Q: 3 clusters Score -2.168439e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230532 members 
Mstep: Class 2 contains 333433 members 
Entering Unmasked Estep 
Score: -21684514.000000 Penalty: 1205.089966
	Iteration 273Q: 3 clusters Score -2.168451e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230214 members 
Mstep: Class 2 contains 333751 members 
Entering Unmasked Estep 
Score: -21684612.000000 Penalty: 1205.089966
	Iteration 274Q: 3 clusters Score -2.168461e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229926 members 
Mstep: Class 2 contains 334039 members 
Entering Unmasked Estep 
Score: -21684722.000000 Penalty: 1205.089966
	Iteration 275Q: 3 clusters Score -2.168472e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229671 members 
Mstep: Class 2 contains 334294 members 
Entering Unmasked Estep 
Score: -21684872.000000 Penalty: 1205.089966
	Iteration 276Q: 3 clusters Score -2.168487e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229433 members 
Mstep: Class 2 contains 334532 members 
Entering Unmasked Estep 
Score: -21684972.000000 Penalty: 1205.089966
	Iteration 277Q: 3 clusters Score -2.168497e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229201 members 
Mstep: Class 2 contains 334764 members 
Entering Unmasked Estep 
Score: -21685150.000000 Penalty: 1205.089966
	Iteration 278Q: 3 clusters Score -2.168515e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229051 members 
Mstep: Class 2 contains 334914 members 
Entering Unmasked Estep 
Score: -21685208.000000 Penalty: 1205.089966
	Iteration 279Q: 3 clusters Score -2.168521e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228936 members 
Mstep: Class 2 contains 335029 members 
Entering Unmasked Estep 
Score: -21685432.000000 Penalty: 1205.089966
	Iteration 280F: 3 clusters Score -2.168543e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228818 members 
Mstep: Class 2 contains 335147 members 
Entering Unmasked Estep 
Score: -21685580.000000 Penalty: 1205.089966
	Iteration 281Q: 3 clusters Score -2.168558e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228711 members 
Mstep: Class 2 contains 335254 members 
Entering Unmasked Estep 
Score: -21685658.000000 Penalty: 1205.089966
	Iteration 282Q: 3 clusters Score -2.168566e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228604 members 
Mstep: Class 2 contains 335361 members 
Entering Unmasked Estep 
Score: -21685804.000000 Penalty: 1205.089966
	Iteration 283Q: 3 clusters Score -2.16858e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228516 members 
Mstep: Class 2 contains 335449 members 
Entering Unmasked Estep 
Score: -21685928.000000 Penalty: 1205.089966
	Iteration 284Q: 3 clusters Score -2.168593e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228356 members 
Mstep: Class 2 contains 335609 members 
Entering Unmasked Estep 
Score: -21686184.000000 Penalty: 1205.089966
	Iteration 285Q: 3 clusters Score -2.168618e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228265 members 
Mstep: Class 2 contains 335700 members 
Entering Unmasked Estep 
Score: -21686266.000000 Penalty: 1205.089966
	Iteration 286Q: 3 clusters Score -2.168627e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228134 members 
Mstep: Class 2 contains 335831 members 
Entering Unmasked Estep 
Score: -21686428.000000 Penalty: 1205.089966
	Iteration 287Q: 3 clusters Score -2.168643e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228004 members 
Mstep: Class 2 contains 335961 members 
Entering Unmasked Estep 
Score: -21686500.000000 Penalty: 1205.089966
	Iteration 288Q: 3 clusters Score -2.16865e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227931 members 
Mstep: Class 2 contains 336034 members 
Entering Unmasked Estep 
Score: -21686650.000000 Penalty: 1205.089966
	Iteration 289Q: 3 clusters Score -2.168665e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227841 members 
Mstep: Class 2 contains 336124 members 
Entering Unmasked Estep 
Score: -21686840.000000 Penalty: 1205.089966
	Iteration 290Q: 3 clusters Score -2.168684e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227781 members 
Mstep: Class 2 contains 336184 members 
Entering Unmasked Estep 
Score: -21687058.000000 Penalty: 1205.089966
	Iteration 291Q: 3 clusters Score -2.168706e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227701 members 
Mstep: Class 2 contains 336264 members 
Entering Unmasked Estep 
Score: -21687142.000000 Penalty: 1205.089966
	Iteration 292Q: 3 clusters Score -2.168714e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227701 members 
Mstep: Class 2 contains 336264 members 
Entering Unmasked Estep 
Score: -21687152.000000 Penalty: 1205.089966
	Iteration 293Q: 3 clusters Score -2.168715e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227677 members 
Mstep: Class 2 contains 336288 members 
Entering Unmasked Estep 
Score: -21687228.000000 Penalty: 1205.089966
	Iteration 294Q: 3 clusters Score -2.168723e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227598 members 
Mstep: Class 2 contains 336367 members 
Entering Unmasked Estep 
Score: -21687276.000000 Penalty: 1205.089966
	Iteration 295Q: 3 clusters Score -2.168728e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227502 members 
Mstep: Class 2 contains 336463 members 
Entering Unmasked Estep 
Score: -21687348.000000 Penalty: 1205.089966
	Iteration 296Q: 3 clusters Score -2.168735e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227408 members 
Mstep: Class 2 contains 336557 members 
Entering Unmasked Estep 
Score: -21687400.000000 Penalty: 1205.089966
	Iteration 297Q: 3 clusters Score -2.16874e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227339 members 
Mstep: Class 2 contains 336626 members 
Entering Unmasked Estep 
Score: -21687542.000000 Penalty: 1205.089966
	Iteration 298Q: 3 clusters Score -2.168754e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227282 members 
Mstep: Class 2 contains 336683 members 
Entering Unmasked Estep 
Score: -21687634.000000 Penalty: 1205.089966
	Iteration 299Q: 3 clusters Score -2.168763e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227183 members 
Mstep: Class 2 contains 336782 members 
Entering Unmasked Estep 
Score: -21687750.000000 Penalty: 1205.089966
	Iteration 300F: 3 clusters Score -2.168775e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227069 members 
Mstep: Class 2 contains 336896 members 
Entering Unmasked Estep 
Score: -21687888.000000 Penalty: 1205.089966
	Iteration 301Q: 3 clusters Score -2.168789e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226869 members 
Mstep: Class 2 contains 337096 members 
Entering Unmasked Estep 
Score: -21688038.000000 Penalty: 1205.089966
	Iteration 302Q: 3 clusters Score -2.168804e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226703 members 
Mstep: Class 2 contains 337262 members 
Entering Unmasked Estep 
Score: -21688026.000000 Penalty: 1205.089966
	Iteration 303Q: 3 clusters Score -2.168803e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226525 members 
Mstep: Class 2 contains 337440 members 
Entering Unmasked Estep 
Score: -21688070.000000 Penalty: 1205.089966
	Iteration 304Q: 3 clusters Score -2.168807e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226322 members 
Mstep: Class 2 contains 337643 members 
Entering Unmasked Estep 
Score: -21688180.000000 Penalty: 1205.089966
	Iteration 305Q: 3 clusters Score -2.168818e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226145 members 
Mstep: Class 2 contains 337820 members 
Entering Unmasked Estep 
Score: -21688244.000000 Penalty: 1205.089966
	Iteration 306Q: 3 clusters Score -2.168824e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225961 members 
Mstep: Class 2 contains 338004 members 
Entering Unmasked Estep 
Score: -21688274.000000 Penalty: 1205.089966
	Iteration 307Q: 3 clusters Score -2.168827e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225771 members 
Mstep: Class 2 contains 338194 members 
Entering Unmasked Estep 
Score: -21688276.000000 Penalty: 1205.089966
	Iteration 308Q: 3 clusters Score -2.168828e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225573 members 
Mstep: Class 2 contains 338392 members 
Entering Unmasked Estep 
Score: -21688274.000000 Penalty: 1205.089966
	Iteration 309Q: 3 clusters Score -2.168827e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225386 members 
Mstep: Class 2 contains 338579 members 
Entering Unmasked Estep 
Score: -21688356.000000 Penalty: 1205.089966
	Iteration 310Q: 3 clusters Score -2.168836e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225196 members 
Mstep: Class 2 contains 338769 members 
Entering Unmasked Estep 
Score: -21688370.000000 Penalty: 1205.089966
	Iteration 311Q: 3 clusters Score -2.168837e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225024 members 
Mstep: Class 2 contains 338941 members 
Entering Unmasked Estep 
Score: -21688388.000000 Penalty: 1205.089966
	Iteration 312Q: 3 clusters Score -2.168839e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224888 members 
Mstep: Class 2 contains 339077 members 
Entering Unmasked Estep 
Score: -21688400.000000 Penalty: 1205.089966
	Iteration 313Q: 3 clusters Score -2.16884e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224765 members 
Mstep: Class 2 contains 339200 members 
Entering Unmasked Estep 
Score: -21688470.000000 Penalty: 1205.089966
	Iteration 314Q: 3 clusters Score -2.168847e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224608 members 
Mstep: Class 2 contains 339357 members 
Entering Unmasked Estep 
Score: -21688482.000000 Penalty: 1205.089966
	Iteration 315Q: 3 clusters Score -2.168848e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224493 members 
Mstep: Class 2 contains 339472 members 
Entering Unmasked Estep 
Score: -21688556.000000 Penalty: 1205.089966
	Iteration 316Q: 3 clusters Score -2.168856e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224394 members 
Mstep: Class 2 contains 339571 members 
Entering Unmasked Estep 
Score: -21688608.000000 Penalty: 1205.089966
	Iteration 317Q: 3 clusters Score -2.168861e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224306 members 
Mstep: Class 2 contains 339659 members 
Entering Unmasked Estep 
Score: -21688660.000000 Penalty: 1205.089966
	Iteration 318Q: 3 clusters Score -2.168866e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224252 members 
Mstep: Class 2 contains 339713 members 
Entering Unmasked Estep 
Score: -21688756.000000 Penalty: 1205.089966
	Iteration 319Q: 3 clusters Score -2.168876e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224195 members 
Mstep: Class 2 contains 339770 members 
Entering Unmasked Estep 
Score: -21688832.000000 Penalty: 1205.089966
	Iteration 320F: 3 clusters Score -2.168883e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224142 members 
Mstep: Class 2 contains 339823 members 
Entering Unmasked Estep 
Score: -21688860.000000 Penalty: 1205.089966
	Iteration 321Q: 3 clusters Score -2.168886e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224113 members 
Mstep: Class 2 contains 339852 members 
Entering Unmasked Estep 
Score: -21688882.000000 Penalty: 1205.089966
	Iteration 322Q: 3 clusters Score -2.168888e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224074 members 
Mstep: Class 2 contains 339891 members 
Entering Unmasked Estep 
Score: -21688884.000000 Penalty: 1205.089966
	Iteration 323Q: 3 clusters Score -2.168888e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223996 members 
Mstep: Class 2 contains 339969 members 
Entering Unmasked Estep 
Score: -21688826.000000 Penalty: 1205.089966
	Iteration 324Q: 3 clusters Score -2.168883e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223894 members 
Mstep: Class 2 contains 340071 members 
Entering Unmasked Estep 
Score: -21688868.000000 Penalty: 1205.089966
	Iteration 325Q: 3 clusters Score -2.168887e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223809 members 
Mstep: Class 2 contains 340156 members 
Entering Unmasked Estep 
Score: -21688856.000000 Penalty: 1205.089966
	Iteration 326Q: 3 clusters Score -2.168886e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223743 members 
Mstep: Class 2 contains 340222 members 
Entering Unmasked Estep 
Score: -21688854.000000 Penalty: 1205.089966
	Iteration 327Q: 3 clusters Score -2.168885e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223702 members 
Mstep: Class 2 contains 340263 members 
Entering Unmasked Estep 
Score: -21688886.000000 Penalty: 1205.089966
	Iteration 328Q: 3 clusters Score -2.168889e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223660 members 
Mstep: Class 2 contains 340305 members 
Entering Unmasked Estep 
Score: -21688936.000000 Penalty: 1205.089966
	Iteration 329Q: 3 clusters Score -2.168894e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223630 members 
Mstep: Class 2 contains 340335 members 
Entering Unmasked Estep 
Score: -21688982.000000 Penalty: 1205.089966
	Iteration 330Q: 3 clusters Score -2.168898e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223603 members 
Mstep: Class 2 contains 340362 members 
Entering Unmasked Estep 
Score: -21689034.000000 Penalty: 1205.089966
	Iteration 331Q: 3 clusters Score -2.168903e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223568 members 
Mstep: Class 2 contains 340397 members 
Entering Unmasked Estep 
Score: -21689088.000000 Penalty: 1205.089966
	Iteration 332Q: 3 clusters Score -2.168909e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223522 members 
Mstep: Class 2 contains 340443 members 
Entering Unmasked Estep 
Score: -21689052.000000 Penalty: 1205.089966
	Iteration 333Q: 3 clusters Score -2.168905e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223471 members 
Mstep: Class 2 contains 340494 members 
Entering Unmasked Estep 
Score: -21689104.000000 Penalty: 1205.089966
	Iteration 334Q: 3 clusters Score -2.16891e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223435 members 
Mstep: Class 2 contains 340530 members 
Entering Unmasked Estep 
Score: -21689112.000000 Penalty: 1205.089966
	Iteration 335Q: 3 clusters Score -2.168911e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223400 members 
Mstep: Class 2 contains 340565 members 
Entering Unmasked Estep 
Score: -21689128.000000 Penalty: 1205.089966
	Iteration 336Q: 3 clusters Score -2.168913e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223352 members 
Mstep: Class 2 contains 340613 members 
Entering Unmasked Estep 
Score: -21689126.000000 Penalty: 1205.089966
	Iteration 337Q: 3 clusters Score -2.168913e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223298 members 
Mstep: Class 2 contains 340667 members 
Entering Unmasked Estep 
Score: -21689170.000000 Penalty: 1205.089966
	Iteration 338Q: 3 clusters Score -2.168917e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223263 members 
Mstep: Class 2 contains 340702 members 
Entering Unmasked Estep 
Score: -21689174.000000 Penalty: 1205.089966
	Iteration 339Q: 3 clusters Score -2.168917e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223235 members 
Mstep: Class 2 contains 340730 members 
Entering Unmasked Estep 
Score: -21689178.000000 Penalty: 1205.089966
	Iteration 340F: 3 clusters Score -2.168918e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223218 members 
Mstep: Class 2 contains 340747 members 
Entering Unmasked Estep 
Score: -21689166.000000 Penalty: 1205.089966
	Iteration 341Q: 3 clusters Score -2.168917e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223212 members 
Mstep: Class 2 contains 340753 members 
Entering Unmasked Estep 
Score: -21689182.000000 Penalty: 1205.089966
	Iteration 342Q: 3 clusters Score -2.168918e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223201 members 
Mstep: Class 2 contains 340764 members 
Entering Unmasked Estep 
Score: -21689206.000000 Penalty: 1205.089966
	Iteration 343Q: 3 clusters Score -2.168921e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223193 members 
Mstep: Class 2 contains 340772 members 
Entering Unmasked Estep 
Score: -21689234.000000 Penalty: 1205.089966
	Iteration 344Q: 3 clusters Score -2.168923e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223173 members 
Mstep: Class 2 contains 340792 members 
Entering Unmasked Estep 
Score: -21689218.000000 Penalty: 1205.089966
	Iteration 345Q: 3 clusters Score -2.168922e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223154 members 
Mstep: Class 2 contains 340811 members 
Entering Unmasked Estep 
Score: -21689200.000000 Penalty: 1205.089966
	Iteration 346Q: 3 clusters Score -2.16892e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223144 members 
Mstep: Class 2 contains 340821 members 
Entering Unmasked Estep 
Score: -21689190.000000 Penalty: 1205.089966
	Iteration 347Q: 3 clusters Score -2.168919e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223135 members 
Mstep: Class 2 contains 340830 members 
Entering Unmasked Estep 
Score: -21689210.000000 Penalty: 1205.089966
	Iteration 348Q: 3 clusters Score -2.168921e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223126 members 
Mstep: Class 2 contains 340839 members 
Entering Unmasked Estep 
Score: -21689232.000000 Penalty: 1205.089966
	Iteration 349Q: 3 clusters Score -2.168923e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223111 members 
Mstep: Class 2 contains 340854 members 
Entering Unmasked Estep 
Score: -21689244.000000 Penalty: 1205.089966
	Iteration 350Q: 3 clusters Score -2.168924e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223095 members 
Mstep: Class 2 contains 340870 members 
Entering Unmasked Estep 
Score: -21689248.000000 Penalty: 1205.089966
	Iteration 351Q: 3 clusters Score -2.168925e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223085 members 
Mstep: Class 2 contains 340880 members 
Entering Unmasked Estep 
Score: -21689238.000000 Penalty: 1205.089966
	Iteration 352Q: 3 clusters Score -2.168924e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223075 members 
Mstep: Class 2 contains 340890 members 
Entering Unmasked Estep 
Score: -21689234.000000 Penalty: 1205.089966
	Iteration 353Q: 3 clusters Score -2.168923e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223064 members 
Mstep: Class 2 contains 340901 members 
Entering Unmasked Estep 
Score: -21689232.000000 Penalty: 1205.089966
	Iteration 354Q: 3 clusters Score -2.168923e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223051 members 
Mstep: Class 2 contains 340914 members 
Entering Unmasked Estep 
Score: -21689222.000000 Penalty: 1205.089966
	Iteration 355Q: 3 clusters Score -2.168922e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223041 members 
Mstep: Class 2 contains 340924 members 
Entering Unmasked Estep 
Score: -21689236.000000 Penalty: 1205.089966
	Iteration 356Q: 3 clusters Score -2.168924e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223031 members 
Mstep: Class 2 contains 340934 members 
Entering Unmasked Estep 
Score: -21689242.000000 Penalty: 1205.089966
	Iteration 357Q: 3 clusters Score -2.168924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223022 members 
Mstep: Class 2 contains 340943 members 
Entering Unmasked Estep 
Score: -21689238.000000 Penalty: 1205.089966
	Iteration 358Q: 3 clusters Score -2.168924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223020 members 
Mstep: Class 2 contains 340945 members 
Entering Unmasked Estep 
Score: -21689242.000000 Penalty: 1205.089966
	Iteration 359Q: 3 clusters Score -2.168924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223015 members 
Mstep: Class 2 contains 340950 members 
Entering Unmasked Estep 
Score: -21689238.000000 Penalty: 1205.089966
	Iteration 360F: 3 clusters Score -2.168924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223013 members 
Mstep: Class 2 contains 340952 members 
Entering Unmasked Estep 
Score: -21689236.000000 Penalty: 1205.089966
	Iteration 361Q: 3 clusters Score -2.168924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223013 members 
Mstep: Class 2 contains 340952 members 
Entering Unmasked Estep 
Score: -21689236.000000 Penalty: 1205.089966
	Iteration 362Q: 3 clusters Score -2.168924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223013 members 
Mstep: Class 2 contains 340952 members 
Entering Unmasked Estep 
Score: -21689240.000000 Penalty: 1205.089966
	Iteration 363Q: 3 clusters Score -2.168924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223013 members 
Mstep: Class 2 contains 340952 members 
Entering Unmasked Estep 
Score: -21689238.000000 Penalty: 1205.089966
	Iteration 364Q: 3 clusters Score -2.168924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223013 members 
Mstep: Class 2 contains 340952 members 
Entering Unmasked Estep 
Score: -21689242.000000 Penalty: 1205.089966
	Iteration 365Q: 3 clusters Score -2.168924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223013 members 
Mstep: Class 2 contains 340952 members 
Entering Unmasked Estep 
Score: -21689238.000000 Penalty: 1205.089966
	Iteration 366Q: 3 clusters Score -2.168924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223013 members 
Mstep: Class 2 contains 340952 members 
Entering Unmasked Estep 
Score: -21689220.000000 Penalty: 1205.089966
	Iteration 367Q: 3 clusters Score -2.168922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223012 members 
Mstep: Class 2 contains 340953 members 
Entering Unmasked Estep 
Score: -21689218.000000 Penalty: 1205.089966
	Iteration 368Q: 3 clusters Score -2.168922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223010 members 
Mstep: Class 2 contains 340955 members 
Entering Unmasked Estep 
Score: -21689220.000000 Penalty: 1205.089966
	Iteration 369Q: 3 clusters Score -2.168922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223009 members 
Mstep: Class 2 contains 340956 members 
Entering Unmasked Estep 
Score: -21689224.000000 Penalty: 1205.089966
	Iteration 370Q: 3 clusters Score -2.168922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223008 members 
Mstep: Class 2 contains 340957 members 
Entering Unmasked Estep 
Score: -21689222.000000 Penalty: 1205.089966
	Iteration 371Q: 3 clusters Score -2.168922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223007 members 
Mstep: Class 2 contains 340958 members 
Entering Unmasked Estep 
Score: -21689226.000000 Penalty: 1205.089966
	Iteration 372Q: 3 clusters Score -2.168923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223007 members 
Mstep: Class 2 contains 340958 members 
Entering Unmasked Estep 
Score: -21689226.000000 Penalty: 1205.089966
	Iteration 373F: 3 clusters Score -2.168923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Entering Unmasked Estep 
Score: -99811.890625 Penalty: 361.361328
	Iteration 0F: 2 clusters Score -99811.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -97870.515625 Penalty: 722.722656
	Iteration 0F: 3 clusters Score -97870.52 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -98507.437500 Penalty: 722.722656
	Iteration 1F: 3 clusters Score -98507.44 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -98578.070312 Penalty: 722.722656
	Iteration 2F: 3 clusters Score -98578.07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -98643.296875 Penalty: 722.722656
	Iteration 3F: 3 clusters Score -98643.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -98722.367188 Penalty: 722.722656
	Iteration 4F: 3 clusters Score -98722.37 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -98814.804688 Penalty: 722.722656
	Iteration 5F: 3 clusters Score -98814.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -98915.023438 Penalty: 722.722656
	Iteration 6F: 3 clusters Score -98915.02 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -99029.492188 Penalty: 722.722656
	Iteration 7F: 3 clusters Score -99029.49 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -99148.023438 Penalty: 722.722656
	Iteration 8F: 3 clusters Score -99148.02 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -99251.546875 Penalty: 722.722656
	Iteration 9Q: 3 clusters Score -99251.55 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -99342.210938 Penalty: 722.722656
	Iteration 10Q: 3 clusters Score -99342.21 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -99414.000000 Penalty: 722.722656
	Iteration 11Q: 3 clusters Score -99414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -99453.328125 Penalty: 722.722656
	Iteration 12Q: 3 clusters Score -99453.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -99503.195312 Penalty: 722.722656
	Iteration 13Q: 3 clusters Score -99503.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -99535.320312 Penalty: 722.722656
	Iteration 14Q: 3 clusters Score -99535.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -99552.070312 Penalty: 722.722656
	Iteration 15Q: 3 clusters Score -99552.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -99556.445312 Penalty: 722.722656
	Iteration 16Q: 3 clusters Score -99556.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -99560.015625 Penalty: 722.722656
	Iteration 17Q: 3 clusters Score -99560.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -99560.695312 Penalty: 722.722656
	Iteration 18Q: 3 clusters Score -99560.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -99562.164062 Penalty: 722.722656
	Iteration 19Q: 3 clusters Score -99562.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -99562.781250 Penalty: 722.722656
	Iteration 20F: 3 clusters Score -99562.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Entering Unmasked Estep 
Score: -798108.562500 Penalty: 453.506042
	Iteration 0F: 2 clusters Score -798108.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -783935.062500 Penalty: 907.012085
	Iteration 0F: 3 clusters Score -783935.1 nChanged 10148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -790230.375000 Penalty: 907.012085
	Iteration 1F: 3 clusters Score -790230.4 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -790714.312500 Penalty: 907.012085
	Iteration 2F: 3 clusters Score -790714.3 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -791195.875000 Penalty: 907.012085
	Iteration 3F: 3 clusters Score -791195.9 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -791700.250000 Penalty: 907.012085
	Iteration 4Q: 3 clusters Score -791700.2 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -792236.125000 Penalty: 907.012085
	Iteration 5Q: 3 clusters Score -792236.1 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -792763.625000 Penalty: 907.012085
	Iteration 6Q: 3 clusters Score -792763.6 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -793223.250000 Penalty: 907.012085
	Iteration 7Q: 3 clusters Score -793223.2 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -793667.812500 Penalty: 907.012085
	Iteration 8Q: 3 clusters Score -793667.8 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -794116.875000 Penalty: 907.012085
	Iteration 9Q: 3 clusters Score -794116.9 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -794539.125000 Penalty: 907.012085
	Iteration 10Q: 3 clusters Score -794539.1 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -794908.750000 Penalty: 907.012085
	Iteration 11Q: 3 clusters Score -794908.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -795223.500000 Penalty: 907.012085
	Iteration 12Q: 3 clusters Score -795223.5 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -795565.187500 Penalty: 907.012085
	Iteration 13Q: 3 clusters Score -795565.2 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -795902.500000 Penalty: 907.012085
	Iteration 14Q: 3 clusters Score -795902.5 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -796232.250000 Penalty: 907.012085
	Iteration 15Q: 3 clusters Score -796232.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -796548.500000 Penalty: 907.012085
	Iteration 16Q: 3 clusters Score -796548.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -796847.937500 Penalty: 907.012085
	Iteration 17Q: 3 clusters Score -796847.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -797123.375000 Penalty: 907.012085
	Iteration 18Q: 3 clusters Score -797123.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -797316.125000 Penalty: 907.012085
	Iteration 19Q: 3 clusters Score -797316.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -797442.375000 Penalty: 907.012085
	Iteration 20F: 3 clusters Score -797442.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -797530.062500 Penalty: 907.012085
	Iteration 21Q: 3 clusters Score -797530.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -797590.125000 Penalty: 907.012085
	Iteration 22Q: 3 clusters Score -797590.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -797616.937500 Penalty: 907.012085
	Iteration 23Q: 3 clusters Score -797616.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -797636.500000 Penalty: 907.012085
	Iteration 24Q: 3 clusters Score -797636.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -797652.562500 Penalty: 907.012085
	Iteration 25Q: 3 clusters Score -797652.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -797670.875000 Penalty: 907.012085
	Iteration 26Q: 3 clusters Score -797670.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -797680.625000 Penalty: 907.012085
	Iteration 27Q: 3 clusters Score -797680.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -797695.562500 Penalty: 907.012085
	Iteration 28Q: 3 clusters Score -797695.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -797702.250000 Penalty: 907.012085
	Iteration 29Q: 3 clusters Score -797702.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -797704.875000 Penalty: 907.012085
	Iteration 30Q: 3 clusters Score -797704.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -797707.812500 Penalty: 907.012085
	Iteration 31Q: 3 clusters Score -797707.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -797710.937500 Penalty: 907.012085
	Iteration 32Q: 3 clusters Score -797710.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -797712.750000 Penalty: 907.012085
	Iteration 33Q: 3 clusters Score -797712.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -797712.750000 Penalty: 907.012085
	Iteration 34F: 3 clusters Score -797712.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Entering Unmasked Estep 
Score: -219704.390625 Penalty: 396.520325
	Iteration 0F: 2 clusters Score -219704.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -215681.593750 Penalty: 793.040649
	Iteration 0F: 3 clusters Score -215681.6 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -217573.187500 Penalty: 793.040649
	Iteration 1F: 3 clusters Score -217573.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -218065.781250 Penalty: 793.040649
	Iteration 2F: 3 clusters Score -218065.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -218482.687500 Penalty: 793.040649
	Iteration 3F: 3 clusters Score -218482.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -218802.093750 Penalty: 793.040649
	Iteration 4F: 3 clusters Score -218802.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -218994.281250 Penalty: 793.040649
	Iteration 5Q: 3 clusters Score -218994.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -219140.515625 Penalty: 793.040649
	Iteration 6Q: 3 clusters Score -219140.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -219218.828125 Penalty: 793.040649
	Iteration 7Q: 3 clusters Score -219218.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -219266.906250 Penalty: 793.040649
	Iteration 8Q: 3 clusters Score -219266.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -219297.796875 Penalty: 793.040649
	Iteration 9Q: 3 clusters Score -219297.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -219312.625000 Penalty: 793.040649
	Iteration 10Q: 3 clusters Score -219312.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -219323.265625 Penalty: 793.040649
	Iteration 11Q: 3 clusters Score -219323.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -219331.031250 Penalty: 793.040649
	Iteration 12Q: 3 clusters Score -219331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -219335.515625 Penalty: 793.040649
	Iteration 13Q: 3 clusters Score -219335.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -219339.796875 Penalty: 793.040649
	Iteration 14Q: 3 clusters Score -219339.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -219341.703125 Penalty: 793.040649
	Iteration 15Q: 3 clusters Score -219341.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -219346.828125 Penalty: 793.040649
	Iteration 16Q: 3 clusters Score -219346.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -219350.687500 Penalty: 793.040649
	Iteration 17Q: 3 clusters Score -219350.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -219354.984375 Penalty: 793.040649
	Iteration 18Q: 3 clusters Score -219355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -219357.921875 Penalty: 793.040649
	Iteration 19Q: 3 clusters Score -219357.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -219359.640625 Penalty: 793.040649
	Iteration 20F: 3 clusters Score -219359.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -219360.796875 Penalty: 793.040649
	Iteration 21Q: 3 clusters Score -219360.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -219362.625000 Penalty: 793.040649
	Iteration 22Q: 3 clusters Score -219362.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -219363.812500 Penalty: 793.040649
	Iteration 23Q: 3 clusters Score -219363.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -219366.281250 Penalty: 793.040649
	Iteration 24Q: 3 clusters Score -219366.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -219368.437500 Penalty: 793.040649
	Iteration 25Q: 3 clusters Score -219368.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -219369.828125 Penalty: 793.040649
	Iteration 26Q: 3 clusters Score -219369.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -219370.046875 Penalty: 793.040649
	Iteration 27Q: 3 clusters Score -219370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -219370.046875 Penalty: 793.040649
	Iteration 28F: 3 clusters Score -219370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Entering Unmasked Estep 
Score: -232630.218750 Penalty: 399.504883
	Iteration 0F: 2 clusters Score -232630.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -228316.828125 Penalty: 799.009766
	Iteration 0F: 3 clusters Score -228316.8 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -230023.406250 Penalty: 799.009766
	Iteration 1F: 3 clusters Score -230023.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -230239.421875 Penalty: 799.009766
	Iteration 2F: 3 clusters Score -230239.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -230536.312500 Penalty: 799.009766
	Iteration 3F: 3 clusters Score -230536.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -230860.078125 Penalty: 799.009766
	Iteration 4F: 3 clusters Score -230860.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -231145.984375 Penalty: 799.009766
	Iteration 5F: 3 clusters Score -231146 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -231343.125000 Penalty: 799.009766
	Iteration 6F: 3 clusters Score -231343.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -231486.109375 Penalty: 799.009766
	Iteration 7Q: 3 clusters Score -231486.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -231563.125000 Penalty: 799.009766
	Iteration 8Q: 3 clusters Score -231563.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -231626.046875 Penalty: 799.009766
	Iteration 9Q: 3 clusters Score -231626 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -231675.046875 Penalty: 799.009766
	Iteration 10Q: 3 clusters Score -231675 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -231710.875000 Penalty: 799.009766
	Iteration 11Q: 3 clusters Score -231710.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -231738.515625 Penalty: 799.009766
	Iteration 12Q: 3 clusters Score -231738.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -231761.593750 Penalty: 799.009766
	Iteration 13Q: 3 clusters Score -231761.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -231791.765625 Penalty: 799.009766
	Iteration 14Q: 3 clusters Score -231791.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -231820.812500 Penalty: 799.009766
	Iteration 15Q: 3 clusters Score -231820.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -231844.562500 Penalty: 799.009766
	Iteration 16Q: 3 clusters Score -231844.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -231864.218750 Penalty: 799.009766
	Iteration 17Q: 3 clusters Score -231864.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -231882.984375 Penalty: 799.009766
	Iteration 18Q: 3 clusters Score -231883 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -231904.828125 Penalty: 799.009766
	Iteration 19Q: 3 clusters Score -231904.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -231922.421875 Penalty: 799.009766
	Iteration 20F: 3 clusters Score -231922.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -231934.671875 Penalty: 799.009766
	Iteration 21Q: 3 clusters Score -231934.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -231946.078125 Penalty: 799.009766
	Iteration 22Q: 3 clusters Score -231946.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -231954.843750 Penalty: 799.009766
	Iteration 23Q: 3 clusters Score -231954.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -231962.843750 Penalty: 799.009766
	Iteration 24Q: 3 clusters Score -231962.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -231968.187500 Penalty: 799.009766
	Iteration 25Q: 3 clusters Score -231968.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -231972.609375 Penalty: 799.009766
	Iteration 26Q: 3 clusters Score -231972.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -231976.609375 Penalty: 799.009766
	Iteration 27Q: 3 clusters Score -231976.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -231980.453125 Penalty: 799.009766
	Iteration 28Q: 3 clusters Score -231980.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -231984.218750 Penalty: 799.009766
	Iteration 29Q: 3 clusters Score -231984.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -231987.375000 Penalty: 799.009766
	Iteration 30Q: 3 clusters Score -231987.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -231991.312500 Penalty: 799.009766
	Iteration 31Q: 3 clusters Score -231991.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -231995.250000 Penalty: 799.009766
	Iteration 32Q: 3 clusters Score -231995.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -232003.046875 Penalty: 799.009766
	Iteration 33Q: 3 clusters Score -232003 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -232009.218750 Penalty: 799.009766
	Iteration 34Q: 3 clusters Score -232009.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -232015.562500 Penalty: 799.009766
	Iteration 35Q: 3 clusters Score -232015.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -232019.437500 Penalty: 799.009766
	Iteration 36Q: 3 clusters Score -232019.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -232022.343750 Penalty: 799.009766
	Iteration 37Q: 3 clusters Score -232022.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -232026.140625 Penalty: 799.009766
	Iteration 38Q: 3 clusters Score -232026.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -232033.140625 Penalty: 799.009766
	Iteration 39Q: 3 clusters Score -232033.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -232038.046875 Penalty: 799.009766
	Iteration 40F: 3 clusters Score -232038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -232040.437500 Penalty: 799.009766
	Iteration 41Q: 3 clusters Score -232040.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -232043.593750 Penalty: 799.009766
	Iteration 42Q: 3 clusters Score -232043.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -232046.390625 Penalty: 799.009766
	Iteration 43Q: 3 clusters Score -232046.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -232050.343750 Penalty: 799.009766
	Iteration 44Q: 3 clusters Score -232050.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -232053.531250 Penalty: 799.009766
	Iteration 45Q: 3 clusters Score -232053.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -232056.781250 Penalty: 799.009766
	Iteration 46Q: 3 clusters Score -232056.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -232059.578125 Penalty: 799.009766
	Iteration 47Q: 3 clusters Score -232059.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -232063.781250 Penalty: 799.009766
	Iteration 48Q: 3 clusters Score -232063.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -232069.078125 Penalty: 799.009766
	Iteration 49Q: 3 clusters Score -232069.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -232074.046875 Penalty: 799.009766
	Iteration 50Q: 3 clusters Score -232074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -232077.562500 Penalty: 799.009766
	Iteration 51Q: 3 clusters Score -232077.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -232081.250000 Penalty: 799.009766
	Iteration 52Q: 3 clusters Score -232081.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -232084.937500 Penalty: 799.009766
	Iteration 53Q: 3 clusters Score -232084.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -232090.140625 Penalty: 799.009766
	Iteration 54Q: 3 clusters Score -232090.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -232094.578125 Penalty: 799.009766
	Iteration 55Q: 3 clusters Score -232094.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -232099.500000 Penalty: 799.009766
	Iteration 56Q: 3 clusters Score -232099.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -232105.062500 Penalty: 799.009766
	Iteration 57Q: 3 clusters Score -232105.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -232109.656250 Penalty: 799.009766
	Iteration 58Q: 3 clusters Score -232109.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -232115.640625 Penalty: 799.009766
	Iteration 59Q: 3 clusters Score -232115.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -232123.593750 Penalty: 799.009766
	Iteration 60F: 3 clusters Score -232123.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -232129.078125 Penalty: 799.009766
	Iteration 61Q: 3 clusters Score -232129.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -232133.578125 Penalty: 799.009766
	Iteration 62Q: 3 clusters Score -232133.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -232139.890625 Penalty: 799.009766
	Iteration 63Q: 3 clusters Score -232139.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -232147.500000 Penalty: 799.009766
	Iteration 64Q: 3 clusters Score -232147.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -232155.187500 Penalty: 799.009766
	Iteration 65Q: 3 clusters Score -232155.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -232160.750000 Penalty: 799.009766
	Iteration 66Q: 3 clusters Score -232160.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -232166.656250 Penalty: 799.009766
	Iteration 67Q: 3 clusters Score -232166.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -232171.140625 Penalty: 799.009766
	Iteration 68Q: 3 clusters Score -232171.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -232177.218750 Penalty: 799.009766
	Iteration 69Q: 3 clusters Score -232177.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -232181.140625 Penalty: 799.009766
	Iteration 70Q: 3 clusters Score -232181.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -232184.671875 Penalty: 799.009766
	Iteration 71Q: 3 clusters Score -232184.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -232193.140625 Penalty: 799.009766
	Iteration 72Q: 3 clusters Score -232193.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -232203.546875 Penalty: 799.009766
	Iteration 73Q: 3 clusters Score -232203.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -232212.218750 Penalty: 799.009766
	Iteration 74Q: 3 clusters Score -232212.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -232222.031250 Penalty: 799.009766
	Iteration 75Q: 3 clusters Score -232222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -232233.281250 Penalty: 799.009766
	Iteration 76Q: 3 clusters Score -232233.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -232249.218750 Penalty: 799.009766
	Iteration 77Q: 3 clusters Score -232249.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -232265.875000 Penalty: 799.009766
	Iteration 78Q: 3 clusters Score -232265.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -232280.593750 Penalty: 799.009766
	Iteration 79Q: 3 clusters Score -232280.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -232298.343750 Penalty: 799.009766
	Iteration 80F: 3 clusters Score -232298.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -232315.093750 Penalty: 799.009766
	Iteration 81Q: 3 clusters Score -232315.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -232331.421875 Penalty: 799.009766
	Iteration 82Q: 3 clusters Score -232331.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -232340.687500 Penalty: 799.009766
	Iteration 83Q: 3 clusters Score -232340.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -232352.546875 Penalty: 799.009766
	Iteration 84Q: 3 clusters Score -232352.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -232365.250000 Penalty: 799.009766
	Iteration 85Q: 3 clusters Score -232365.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -232384.281250 Penalty: 799.009766
	Iteration 86Q: 3 clusters Score -232384.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -232401.656250 Penalty: 799.009766
	Iteration 87Q: 3 clusters Score -232401.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -232415.953125 Penalty: 799.009766
	Iteration 88Q: 3 clusters Score -232416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -232427.109375 Penalty: 799.009766
	Iteration 89Q: 3 clusters Score -232427.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -232438.765625 Penalty: 799.009766
	Iteration 90Q: 3 clusters Score -232438.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -232447.890625 Penalty: 799.009766
	Iteration 91Q: 3 clusters Score -232447.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -232451.765625 Penalty: 799.009766
	Iteration 92Q: 3 clusters Score -232451.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -232452.812500 Penalty: 799.009766
	Iteration 93Q: 3 clusters Score -232452.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -232453.875000 Penalty: 799.009766
	Iteration 94Q: 3 clusters Score -232453.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -232455.859375 Penalty: 799.009766
	Iteration 95Q: 3 clusters Score -232455.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -232456.484375 Penalty: 799.009766
	Iteration 96Q: 3 clusters Score -232456.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -232456.796875 Penalty: 799.009766
	Iteration 97Q: 3 clusters Score -232456.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -232456.796875 Penalty: 799.009766
	Iteration 98F: 3 clusters Score -232456.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -51341.179688 Penalty: 341.524902
	Iteration 0F: 2 clusters Score -51341.18 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 912 members 
Entering Unmasked Estep 
Score: -50056.847656 Penalty: 683.049805
	Iteration 0F: 3 clusters Score -50056.85 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -50584.214844 Penalty: 683.049805
	Iteration 1F: 3 clusters Score -50584.21 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -50674.597656 Penalty: 683.049805
	Iteration 2F: 3 clusters Score -50674.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -50752.539062 Penalty: 683.049805
	Iteration 3F: 3 clusters Score -50752.54 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -50819.871094 Penalty: 683.049805
	Iteration 4Q: 3 clusters Score -50819.87 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -50869.691406 Penalty: 683.049805
	Iteration 5Q: 3 clusters Score -50869.69 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -50915.691406 Penalty: 683.049805
	Iteration 6Q: 3 clusters Score -50915.69 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -50961.511719 Penalty: 683.049805
	Iteration 7Q: 3 clusters Score -50961.51 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -50992.984375 Penalty: 683.049805
	Iteration 8Q: 3 clusters Score -50992.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -51014.910156 Penalty: 683.049805
	Iteration 9Q: 3 clusters Score -51014.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -51027.957031 Penalty: 683.049805
	Iteration 10Q: 3 clusters Score -51027.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -51034.957031 Penalty: 683.049805
	Iteration 11Q: 3 clusters Score -51034.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -51039.148438 Penalty: 683.049805
	Iteration 12Q: 3 clusters Score -51039.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -51043.753906 Penalty: 683.049805
	Iteration 13Q: 3 clusters Score -51043.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -51050.015625 Penalty: 683.049805
	Iteration 14Q: 3 clusters Score -51050.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -51058.750000 Penalty: 683.049805
	Iteration 15Q: 3 clusters Score -51058.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -51064.515625 Penalty: 683.049805
	Iteration 16Q: 3 clusters Score -51064.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -51067.597656 Penalty: 683.049805
	Iteration 17Q: 3 clusters Score -51067.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -51071.128906 Penalty: 683.049805
	Iteration 18Q: 3 clusters Score -51071.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -51075.277344 Penalty: 683.049805
	Iteration 19Q: 3 clusters Score -51075.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -51079.699219 Penalty: 683.049805
	Iteration 20F: 3 clusters Score -51079.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -51084.933594 Penalty: 683.049805
	Iteration 21Q: 3 clusters Score -51084.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -51091.628906 Penalty: 683.049805
	Iteration 22Q: 3 clusters Score -51091.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -51094.441406 Penalty: 683.049805
	Iteration 23Q: 3 clusters Score -51094.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -51095.687500 Penalty: 683.049805
	Iteration 24Q: 3 clusters Score -51095.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -51098.167969 Penalty: 683.049805
	Iteration 25Q: 3 clusters Score -51098.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -51099.484375 Penalty: 683.049805
	Iteration 26Q: 3 clusters Score -51099.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -51100.683594 Penalty: 683.049805
	Iteration 27Q: 3 clusters Score -51100.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -51101.996094 Penalty: 683.049805
	Iteration 28Q: 3 clusters Score -51102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -51102.277344 Penalty: 683.049805
	Iteration 29Q: 3 clusters Score -51102.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -51102.343750 Penalty: 683.049805
	Iteration 30Q: 3 clusters Score -51102.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -51102.523438 Penalty: 683.049805
	Iteration 31Q: 3 clusters Score -51102.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -51102.593750 Penalty: 683.049805
	Iteration 32Q: 3 clusters Score -51102.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -51102.734375 Penalty: 683.049805
	Iteration 33Q: 3 clusters Score -51102.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -51102.796875 Penalty: 683.049805
	Iteration 34Q: 3 clusters Score -51102.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -51102.972656 Penalty: 683.049805
	Iteration 35Q: 3 clusters Score -51102.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -51102.972656 Penalty: 683.049805
	Iteration 36F: 3 clusters Score -51102.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Entering Unmasked Estep 
Score: -99486.601562 Penalty: 360.462891
	Iteration 0F: 2 clusters Score -99486.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -97536.453125 Penalty: 720.925781
	Iteration 0F: 3 clusters Score -97536.45 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -98239.164062 Penalty: 720.925781
	Iteration 1F: 3 clusters Score -98239.16 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -98352.453125 Penalty: 720.925781
	Iteration 2F: 3 clusters Score -98352.45 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -98465.562500 Penalty: 720.925781
	Iteration 3F: 3 clusters Score -98465.56 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -98599.171875 Penalty: 720.925781
	Iteration 4F: 3 clusters Score -98599.17 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -98691.578125 Penalty: 720.925781
	Iteration 5F: 3 clusters Score -98691.58 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -98766.656250 Penalty: 720.925781
	Iteration 6Q: 3 clusters Score -98766.66 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -98815.945312 Penalty: 720.925781
	Iteration 7Q: 3 clusters Score -98815.95 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -98847.671875 Penalty: 720.925781
	Iteration 8Q: 3 clusters Score -98847.67 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -98870.875000 Penalty: 720.925781
	Iteration 9Q: 3 clusters Score -98870.88 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -98891.914062 Penalty: 720.925781
	Iteration 10Q: 3 clusters Score -98891.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -98904.937500 Penalty: 720.925781
	Iteration 11Q: 3 clusters Score -98904.94 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -98917.460938 Penalty: 720.925781
	Iteration 12Q: 3 clusters Score -98917.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -98934.179688 Penalty: 720.925781
	Iteration 13Q: 3 clusters Score -98934.18 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -98950.531250 Penalty: 720.925781
	Iteration 14Q: 3 clusters Score -98950.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -98958.875000 Penalty: 720.925781
	Iteration 15Q: 3 clusters Score -98958.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -98966.250000 Penalty: 720.925781
	Iteration 16Q: 3 clusters Score -98966.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -98972.710938 Penalty: 720.925781
	Iteration 17Q: 3 clusters Score -98972.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -98978.726562 Penalty: 720.925781
	Iteration 18Q: 3 clusters Score -98978.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -98984.062500 Penalty: 720.925781
	Iteration 19Q: 3 clusters Score -98984.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -98987.617188 Penalty: 720.925781
	Iteration 20F: 3 clusters Score -98987.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -98989.296875 Penalty: 720.925781
	Iteration 21Q: 3 clusters Score -98989.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -98990.453125 Penalty: 720.925781
	Iteration 22Q: 3 clusters Score -98990.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -98991.554688 Penalty: 720.925781
	Iteration 23Q: 3 clusters Score -98991.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -98994.148438 Penalty: 720.925781
	Iteration 24Q: 3 clusters Score -98994.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -98996.710938 Penalty: 720.925781
	Iteration 25Q: 3 clusters Score -98996.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -98997.953125 Penalty: 720.925781
	Iteration 26Q: 3 clusters Score -98997.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -98998.203125 Penalty: 720.925781
	Iteration 27Q: 3 clusters Score -98998.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -98998.203125 Penalty: 720.925781
	Iteration 28F: 3 clusters Score -98998.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -26383.845703 Penalty: 299.102448
	Iteration 0F: 2 clusters Score -26383.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -25736.597656 Penalty: 598.204895
	Iteration 0F: 3 clusters Score -25736.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -25903.267578 Penalty: 598.204895
	Iteration 1F: 3 clusters Score -25903.27 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -25957.896484 Penalty: 598.204895
	Iteration 2F: 3 clusters Score -25957.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -25982.218750 Penalty: 598.204895
	Iteration 3F: 3 clusters Score -25982.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -26001.041016 Penalty: 598.204895
	Iteration 4Q: 3 clusters Score -26001.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -26013.986328 Penalty: 598.204895
	Iteration 5Q: 3 clusters Score -26013.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -26020.976562 Penalty: 598.204895
	Iteration 6Q: 3 clusters Score -26020.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -26030.447266 Penalty: 598.204895
	Iteration 7Q: 3 clusters Score -26030.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -26040.111328 Penalty: 598.204895
	Iteration 8Q: 3 clusters Score -26040.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -26046.501953 Penalty: 598.204895
	Iteration 9Q: 3 clusters Score -26046.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -26051.666016 Penalty: 598.204895
	Iteration 10Q: 3 clusters Score -26051.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -26057.304688 Penalty: 598.204895
	Iteration 11Q: 3 clusters Score -26057.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -26064.554688 Penalty: 598.204895
	Iteration 12Q: 3 clusters Score -26064.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -26068.738281 Penalty: 598.204895
	Iteration 13Q: 3 clusters Score -26068.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -26069.996094 Penalty: 598.204895
	Iteration 14Q: 3 clusters Score -26070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -26073.423828 Penalty: 598.204895
	Iteration 15Q: 3 clusters Score -26073.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -26082.742188 Penalty: 598.204895
	Iteration 16Q: 3 clusters Score -26082.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -26088.685547 Penalty: 598.204895
	Iteration 17Q: 3 clusters Score -26088.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -26091.101562 Penalty: 598.204895
	Iteration 18Q: 3 clusters Score -26091.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -26093.031250 Penalty: 598.204895
	Iteration 19Q: 3 clusters Score -26093.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -26093.558594 Penalty: 598.204895
	Iteration 20F: 3 clusters Score -26093.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -70025.671875 Penalty: 345.037781
	Iteration 0F: 2 clusters Score -70025.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -68651.765625 Penalty: 690.075562
	Iteration 0F: 3 clusters Score -68651.77 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -69128.476562 Penalty: 690.075562
	Iteration 1F: 3 clusters Score -69128.48 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -69220.468750 Penalty: 690.075562
	Iteration 2F: 3 clusters Score -69220.47 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -69279.656250 Penalty: 690.075562
	Iteration 3F: 3 clusters Score -69279.66 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -69327.234375 Penalty: 690.075562
	Iteration 4Q: 3 clusters Score -69327.23 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -69368.109375 Penalty: 690.075562
	Iteration 5Q: 3 clusters Score -69368.11 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -69417.968750 Penalty: 690.075562
	Iteration 6Q: 3 clusters Score -69417.97 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -69469.078125 Penalty: 690.075562
	Iteration 7Q: 3 clusters Score -69469.08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69508.203125 Penalty: 690.075562
	Iteration 8Q: 3 clusters Score -69508.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69544.304688 Penalty: 690.075562
	Iteration 9Q: 3 clusters Score -69544.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69576.625000 Penalty: 690.075562
	Iteration 10Q: 3 clusters Score -69576.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -69605.390625 Penalty: 690.075562
	Iteration 11Q: 3 clusters Score -69605.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -69634.351562 Penalty: 690.075562
	Iteration 12Q: 3 clusters Score -69634.35 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -69657.882812 Penalty: 690.075562
	Iteration 13Q: 3 clusters Score -69657.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -69677.179688 Penalty: 690.075562
	Iteration 14Q: 3 clusters Score -69677.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -69697.101562 Penalty: 690.075562
	Iteration 15Q: 3 clusters Score -69697.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -69710.601562 Penalty: 690.075562
	Iteration 16Q: 3 clusters Score -69710.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -69715.554688 Penalty: 690.075562
	Iteration 17Q: 3 clusters Score -69715.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -69719.117188 Penalty: 690.075562
	Iteration 18Q: 3 clusters Score -69719.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -69724.031250 Penalty: 690.075562
	Iteration 19Q: 3 clusters Score -69724.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -69729.187500 Penalty: 690.075562
	Iteration 20F: 3 clusters Score -69729.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -69733.445312 Penalty: 690.075562
	Iteration 21Q: 3 clusters Score -69733.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -69735.851562 Penalty: 690.075562
	Iteration 22Q: 3 clusters Score -69735.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -69739.320312 Penalty: 690.075562
	Iteration 23Q: 3 clusters Score -69739.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -69739.320312 Penalty: 690.075562
	Iteration 24F: 3 clusters Score -69739.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -56303.410156 Penalty: 343.650665
	Iteration 0F: 2 clusters Score -56303.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -54919.019531 Penalty: 687.301331
	Iteration 0F: 3 clusters Score -54919.02 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -55437.628906 Penalty: 687.301331
	Iteration 1F: 3 clusters Score -55437.63 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -55536.644531 Penalty: 687.301331
	Iteration 2F: 3 clusters Score -55536.64 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -55606.210938 Penalty: 687.301331
	Iteration 3F: 3 clusters Score -55606.21 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -55674.906250 Penalty: 687.301331
	Iteration 4F: 3 clusters Score -55674.91 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -55740.832031 Penalty: 687.301331
	Iteration 5Q: 3 clusters Score -55740.83 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -55796.066406 Penalty: 687.301331
	Iteration 6Q: 3 clusters Score -55796.07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -55842.902344 Penalty: 687.301331
	Iteration 7Q: 3 clusters Score -55842.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -55884.972656 Penalty: 687.301331
	Iteration 8Q: 3 clusters Score -55884.97 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -55917.890625 Penalty: 687.301331
	Iteration 9Q: 3 clusters Score -55917.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55946.593750 Penalty: 687.301331
	Iteration 10Q: 3 clusters Score -55946.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55990.765625 Penalty: 687.301331
	Iteration 11Q: 3 clusters Score -55990.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56032.382812 Penalty: 687.301331
	Iteration 12Q: 3 clusters Score -56032.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56053.289062 Penalty: 687.301331
	Iteration 13Q: 3 clusters Score -56053.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -56070.859375 Penalty: 687.301331
	Iteration 14Q: 3 clusters Score -56070.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -56074.718750 Penalty: 687.301331
	Iteration 15Q: 3 clusters Score -56074.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -56076.121094 Penalty: 687.301331
	Iteration 16Q: 3 clusters Score -56076.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -56077.613281 Penalty: 687.301331
	Iteration 17Q: 3 clusters Score -56077.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -56078.226562 Penalty: 687.301331
	Iteration 18Q: 3 clusters Score -56078.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -56078.550781 Penalty: 687.301331
	Iteration 19Q: 3 clusters Score -56078.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -56078.910156 Penalty: 687.301331
	Iteration 20F: 3 clusters Score -56078.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -56079.089844 Penalty: 687.301331
	Iteration 21Q: 3 clusters Score -56079.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -56079.089844 Penalty: 687.301331
	Iteration 22F: 3 clusters Score -56079.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Entering Unmasked Estep 
Score: -149582.812500 Penalty: 378.056671
	Iteration 0F: 2 clusters Score -149582.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -146825.843750 Penalty: 756.113342
	Iteration 0F: 3 clusters Score -146825.8 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -147867.703125 Penalty: 756.113342
	Iteration 1F: 3 clusters Score -147867.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -148004.109375 Penalty: 756.113342
	Iteration 2F: 3 clusters Score -148004.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -148125.015625 Penalty: 756.113342
	Iteration 3F: 3 clusters Score -148125 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -148270.015625 Penalty: 756.113342
	Iteration 4F: 3 clusters Score -148270 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -148436.734375 Penalty: 756.113342
	Iteration 5F: 3 clusters Score -148436.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -148594.000000 Penalty: 756.113342
	Iteration 6Q: 3 clusters Score -148594 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -148728.234375 Penalty: 756.113342
	Iteration 7Q: 3 clusters Score -148728.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -148822.093750 Penalty: 756.113342
	Iteration 8Q: 3 clusters Score -148822.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -148875.906250 Penalty: 756.113342
	Iteration 9Q: 3 clusters Score -148875.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -148918.234375 Penalty: 756.113342
	Iteration 10Q: 3 clusters Score -148918.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -148955.453125 Penalty: 756.113342
	Iteration 11Q: 3 clusters Score -148955.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -148993.921875 Penalty: 756.113342
	Iteration 12Q: 3 clusters Score -148993.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -149020.546875 Penalty: 756.113342
	Iteration 13Q: 3 clusters Score -149020.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -149052.421875 Penalty: 756.113342
	Iteration 14Q: 3 clusters Score -149052.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -149080.218750 Penalty: 756.113342
	Iteration 15Q: 3 clusters Score -149080.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -149099.593750 Penalty: 756.113342
	Iteration 16Q: 3 clusters Score -149099.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -149117.765625 Penalty: 756.113342
	Iteration 17Q: 3 clusters Score -149117.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -149138.640625 Penalty: 756.113342
	Iteration 18Q: 3 clusters Score -149138.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -149166.390625 Penalty: 756.113342
	Iteration 19Q: 3 clusters Score -149166.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -149186.031250 Penalty: 756.113342
	Iteration 20F: 3 clusters Score -149186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -149200.953125 Penalty: 756.113342
	Iteration 21Q: 3 clusters Score -149201 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -149218.250000 Penalty: 756.113342
	Iteration 22Q: 3 clusters Score -149218.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -149234.562500 Penalty: 756.113342
	Iteration 23Q: 3 clusters Score -149234.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -149249.984375 Penalty: 756.113342
	Iteration 24Q: 3 clusters Score -149250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -149261.921875 Penalty: 756.113342
	Iteration 25Q: 3 clusters Score -149261.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -149266.562500 Penalty: 756.113342
	Iteration 26Q: 3 clusters Score -149266.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -149269.468750 Penalty: 756.113342
	Iteration 27Q: 3 clusters Score -149269.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -149271.750000 Penalty: 756.113342
	Iteration 28Q: 3 clusters Score -149271.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -149274.640625 Penalty: 756.113342
	Iteration 29Q: 3 clusters Score -149274.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -149280.328125 Penalty: 756.113342
	Iteration 30Q: 3 clusters Score -149280.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -149288.359375 Penalty: 756.113342
	Iteration 31Q: 3 clusters Score -149288.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -149293.203125 Penalty: 756.113342
	Iteration 32Q: 3 clusters Score -149293.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -149300.156250 Penalty: 756.113342
	Iteration 33Q: 3 clusters Score -149300.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -149308.656250 Penalty: 756.113342
	Iteration 34Q: 3 clusters Score -149308.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -149312.343750 Penalty: 756.113342
	Iteration 35Q: 3 clusters Score -149312.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -149313.718750 Penalty: 756.113342
	Iteration 36Q: 3 clusters Score -149313.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -149315.343750 Penalty: 756.113342
	Iteration 37Q: 3 clusters Score -149315.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -149316.796875 Penalty: 756.113342
	Iteration 38Q: 3 clusters Score -149316.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -149317.500000 Penalty: 756.113342
	Iteration 39Q: 3 clusters Score -149317.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -149317.625000 Penalty: 756.113342
	Iteration 40F: 3 clusters Score -149317.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -46496.707031 Penalty: 328.125854
	Iteration 0F: 2 clusters Score -46496.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -45461.800781 Penalty: 656.251709
	Iteration 0F: 3 clusters Score -45461.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -45892.031250 Penalty: 656.251709
	Iteration 1F: 3 clusters Score -45892.03 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -46001.949219 Penalty: 656.251709
	Iteration 2F: 3 clusters Score -46001.95 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -46063.957031 Penalty: 656.251709
	Iteration 3F: 3 clusters Score -46063.96 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -46114.085938 Penalty: 656.251709
	Iteration 4Q: 3 clusters Score -46114.09 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -46165.613281 Penalty: 656.251709
	Iteration 5Q: 3 clusters Score -46165.61 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -46202.269531 Penalty: 656.251709
	Iteration 6Q: 3 clusters Score -46202.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -46227.972656 Penalty: 656.251709
	Iteration 7Q: 3 clusters Score -46227.97 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -46257.515625 Penalty: 656.251709
	Iteration 8Q: 3 clusters Score -46257.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -46304.726562 Penalty: 656.251709
	Iteration 9Q: 3 clusters Score -46304.73 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -46385.515625 Penalty: 656.251709
	Iteration 10Q: 3 clusters Score -46385.52 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -46482.851562 Penalty: 656.251709
	Iteration 11Q: 3 clusters Score -46482.85 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -46561.117188 Penalty: 656.251709
	Iteration 12Q: 3 clusters Score -46561.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -46617.042969 Penalty: 656.251709
	Iteration 13Q: 3 clusters Score -46617.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -46633.328125 Penalty: 656.251709
	Iteration 14Q: 3 clusters Score -46633.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -46643.675781 Penalty: 656.251709
	Iteration 15Q: 3 clusters Score -46643.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -46645.945312 Penalty: 656.251709
	Iteration 16Q: 3 clusters Score -46645.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -46647.218750 Penalty: 656.251709
	Iteration 17Q: 3 clusters Score -46647.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -46647.339844 Penalty: 656.251709
	Iteration 18Q: 3 clusters Score -46647.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -46647.339844 Penalty: 656.251709
	Iteration 19F: 3 clusters Score -46647.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1814 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1945 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 10677 members 
Mstep: Class 8 contains 16728 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6925 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5760 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 10980 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 589288 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2641 members 
Mstep: Class 21 contains 9815 members 
Mstep: Class 22 contains 11216 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 13427 members 
Mstep: Class 27 contains 563965 members 
Mstep: Class 28 contains 2813 members 
Mstep: Class 29 contains 21315 members 
Mstep: Class 30 contains 6092 members 
Mstep: Class 31 contains 6505 members 
Mstep: Class 32 contains 1819 members 
Mstep: Class 33 contains 2758 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1906 members 
Mstep: Class 37 contains 4060 members 
Mstep: Class 38 contains 651 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11832 members 
Mstep: Class 41 contains 12315 members 
Mstep: Class 42 contains 4280 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 345 members 
Mstep: Class 45 contains 704 members 
Entering Unmasked Estep 
Score: -50385684.000000 Penalty: 28958.546875
Splitting cluster 38 changes total score from -50385876.000000 to -50385684.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Entering Unmasked Estep 
Score: -44346.605469 Penalty: 324.273529
	Iteration 0F: 2 clusters Score -44346.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -43391.546875 Penalty: 648.547058
	Iteration 0F: 3 clusters Score -43391.55 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -43773.539062 Penalty: 648.547058
	Iteration 1F: 3 clusters Score -43773.54 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -43902.578125 Penalty: 648.547058
	Iteration 2F: 3 clusters Score -43902.58 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -44015.101562 Penalty: 648.547058
	Iteration 3F: 3 clusters Score -44015.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -44084.445312 Penalty: 648.547058
	Iteration 4F: 3 clusters Score -44084.45 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -44128.074219 Penalty: 648.547058
	Iteration 5F: 3 clusters Score -44128.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -44160.710938 Penalty: 648.547058
	Iteration 6Q: 3 clusters Score -44160.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -44190.660156 Penalty: 648.547058
	Iteration 7Q: 3 clusters Score -44190.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -44203.019531 Penalty: 648.547058
	Iteration 8Q: 3 clusters Score -44203.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -44205.441406 Penalty: 648.547058
	Iteration 9Q: 3 clusters Score -44205.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -44206.019531 Penalty: 648.547058
	Iteration 10Q: 3 clusters Score -44206.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -44206.632812 Penalty: 648.547058
	Iteration 11Q: 3 clusters Score -44206.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -44206.632812 Penalty: 648.547058
	Iteration 12F: 3 clusters Score -44206.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (11832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Entering Unmasked Estep 
Score: -442866.468750 Penalty: 426.724609
	Iteration 0F: 2 clusters Score -442866.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -434933.625000 Penalty: 853.449219
	Iteration 0F: 3 clusters Score -434933.6 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -438030.687500 Penalty: 853.449219
	Iteration 1F: 3 clusters Score -438030.7 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -438371.687500 Penalty: 853.449219
	Iteration 2F: 3 clusters Score -438371.7 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -438881.125000 Penalty: 853.449219
	Iteration 3F: 3 clusters Score -438881.1 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -439515.156250 Penalty: 853.449219
	Iteration 4F: 3 clusters Score -439515.2 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -440163.250000 Penalty: 853.449219
	Iteration 5F: 3 clusters Score -440163.2 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -440578.781250 Penalty: 853.449219
	Iteration 6F: 3 clusters Score -440578.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -440755.250000 Penalty: 853.449219
	Iteration 7Q: 3 clusters Score -440755.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -440825.500000 Penalty: 853.449219
	Iteration 8Q: 3 clusters Score -440825.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -440858.437500 Penalty: 853.449219
	Iteration 9Q: 3 clusters Score -440858.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -440887.093750 Penalty: 853.449219
	Iteration 10Q: 3 clusters Score -440887.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -440909.656250 Penalty: 853.449219
	Iteration 11Q: 3 clusters Score -440909.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -440935.156250 Penalty: 853.449219
	Iteration 12Q: 3 clusters Score -440935.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -440965.906250 Penalty: 853.449219
	Iteration 13Q: 3 clusters Score -440965.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -441012.281250 Penalty: 853.449219
	Iteration 14Q: 3 clusters Score -441012.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -441086.000000 Penalty: 853.449219
	Iteration 15Q: 3 clusters Score -441086 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -441185.625000 Penalty: 853.449219
	Iteration 16Q: 3 clusters Score -441185.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -441319.093750 Penalty: 853.449219
	Iteration 17Q: 3 clusters Score -441319.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -441482.468750 Penalty: 853.449219
	Iteration 18Q: 3 clusters Score -441482.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -441654.625000 Penalty: 853.449219
	Iteration 19Q: 3 clusters Score -441654.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -441831.718750 Penalty: 853.449219
	Iteration 20F: 3 clusters Score -441831.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -441987.593750 Penalty: 853.449219
	Iteration 21Q: 3 clusters Score -441987.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -442122.968750 Penalty: 853.449219
	Iteration 22Q: 3 clusters Score -442123 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -442207.375000 Penalty: 853.449219
	Iteration 23Q: 3 clusters Score -442207.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -442270.343750 Penalty: 853.449219
	Iteration 24Q: 3 clusters Score -442270.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -442305.906250 Penalty: 853.449219
	Iteration 25Q: 3 clusters Score -442305.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -442334.125000 Penalty: 853.449219
	Iteration 26Q: 3 clusters Score -442334.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -442354.843750 Penalty: 853.449219
	Iteration 27Q: 3 clusters Score -442354.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -442377.875000 Penalty: 853.449219
	Iteration 28Q: 3 clusters Score -442377.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -442397.343750 Penalty: 853.449219
	Iteration 29Q: 3 clusters Score -442397.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -442409.218750 Penalty: 853.449219
	Iteration 30Q: 3 clusters Score -442409.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -442423.375000 Penalty: 853.449219
	Iteration 31Q: 3 clusters Score -442423.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -442435.031250 Penalty: 853.449219
	Iteration 32Q: 3 clusters Score -442435 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -442446.531250 Penalty: 853.449219
	Iteration 33Q: 3 clusters Score -442446.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -442460.843750 Penalty: 853.449219
	Iteration 34Q: 3 clusters Score -442460.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -442469.468750 Penalty: 853.449219
	Iteration 35Q: 3 clusters Score -442469.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -442475.000000 Penalty: 853.449219
	Iteration 36Q: 3 clusters Score -442475 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -442477.625000 Penalty: 853.449219
	Iteration 37Q: 3 clusters Score -442477.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -442480.343750 Penalty: 853.449219
	Iteration 38Q: 3 clusters Score -442480.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -442481.062500 Penalty: 853.449219
	Iteration 39Q: 3 clusters Score -442481.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -442483.062500 Penalty: 853.449219
	Iteration 40F: 3 clusters Score -442483.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -442484.312500 Penalty: 853.449219
	Iteration 41Q: 3 clusters Score -442484.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -442485.093750 Penalty: 853.449219
	Iteration 42Q: 3 clusters Score -442485.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -442487.281250 Penalty: 853.449219
	Iteration 43Q: 3 clusters Score -442487.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -442487.000000 Penalty: 853.449219
	Iteration 44Q: 3 clusters Score -442487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -442488.281250 Penalty: 853.449219
	Iteration 45Q: 3 clusters Score -442488.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -442488.281250 Penalty: 853.449219
	Iteration 46Q: 3 clusters Score -442488.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -442488.312500 Penalty: 853.449219
	Iteration 47Q: 3 clusters Score -442488.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -442489.750000 Penalty: 853.449219
	Iteration 48Q: 3 clusters Score -442489.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -442489.593750 Penalty: 853.449219
	Iteration 49Q: 3 clusters Score -442489.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -442490.593750 Penalty: 853.449219
	Iteration 50Q: 3 clusters Score -442490.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -442491.625000 Penalty: 853.449219
	Iteration 51Q: 3 clusters Score -442491.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -442492.468750 Penalty: 853.449219
	Iteration 52Q: 3 clusters Score -442492.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -442491.562500 Penalty: 853.449219
	Iteration 53Q: 3 clusters Score -442491.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -442491.250000 Penalty: 853.449219
	Iteration 54Q: 3 clusters Score -442491.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -442491.687500 Penalty: 853.449219
	Iteration 55Q: 3 clusters Score -442491.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -442491.625000 Penalty: 853.449219
	Iteration 56Q: 3 clusters Score -442491.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -442491.625000 Penalty: 853.449219
	Iteration 57Q: 3 clusters Score -442491.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -442491.906250 Penalty: 853.449219
	Iteration 58Q: 3 clusters Score -442491.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -442491.468750 Penalty: 853.449219
	Iteration 59Q: 3 clusters Score -442491.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -442492.031250 Penalty: 853.449219
	Iteration 60F: 3 clusters Score -442492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (12315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Entering Unmasked Estep 
Score: -452373.156250 Penalty: 428.545074
	Iteration 0F: 2 clusters Score -452373.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -444219.500000 Penalty: 857.090149
	Iteration 0F: 3 clusters Score -444219.5 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -447841.156250 Penalty: 857.090149
	Iteration 1F: 3 clusters Score -447841.2 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -448487.187500 Penalty: 857.090149
	Iteration 2F: 3 clusters Score -448487.2 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -449157.687500 Penalty: 857.090149
	Iteration 3F: 3 clusters Score -449157.7 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -449818.156250 Penalty: 857.090149
	Iteration 4F: 3 clusters Score -449818.2 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -450399.000000 Penalty: 857.090149
	Iteration 5F: 3 clusters Score -450399 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -450799.062500 Penalty: 857.090149
	Iteration 6Q: 3 clusters Score -450799.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -451074.531250 Penalty: 857.090149
	Iteration 7Q: 3 clusters Score -451074.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -451303.937500 Penalty: 857.090149
	Iteration 8Q: 3 clusters Score -451303.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -451470.156250 Penalty: 857.090149
	Iteration 9Q: 3 clusters Score -451470.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -451614.000000 Penalty: 857.090149
	Iteration 10Q: 3 clusters Score -451614 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -451719.687500 Penalty: 857.090149
	Iteration 11Q: 3 clusters Score -451719.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -451812.906250 Penalty: 857.090149
	Iteration 12Q: 3 clusters Score -451812.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -451871.531250 Penalty: 857.090149
	Iteration 13Q: 3 clusters Score -451871.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -451907.562500 Penalty: 857.090149
	Iteration 14Q: 3 clusters Score -451907.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -451936.125000 Penalty: 857.090149
	Iteration 15Q: 3 clusters Score -451936.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -451954.625000 Penalty: 857.090149
	Iteration 16Q: 3 clusters Score -451954.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -451965.312500 Penalty: 857.090149
	Iteration 17Q: 3 clusters Score -451965.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -451977.937500 Penalty: 857.090149
	Iteration 18Q: 3 clusters Score -451977.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -451989.562500 Penalty: 857.090149
	Iteration 19Q: 3 clusters Score -451989.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -452000.343750 Penalty: 857.090149
	Iteration 20F: 3 clusters Score -452000.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -452010.531250 Penalty: 857.090149
	Iteration 21Q: 3 clusters Score -452010.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -452014.562500 Penalty: 857.090149
	Iteration 22Q: 3 clusters Score -452014.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -452017.906250 Penalty: 857.090149
	Iteration 23Q: 3 clusters Score -452017.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -452019.843750 Penalty: 857.090149
	Iteration 24Q: 3 clusters Score -452019.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -452021.906250 Penalty: 857.090149
	Iteration 25Q: 3 clusters Score -452021.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -452021.968750 Penalty: 857.090149
	Iteration 26Q: 3 clusters Score -452022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -452023.625000 Penalty: 857.090149
	Iteration 27Q: 3 clusters Score -452023.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -452024.468750 Penalty: 857.090149
	Iteration 28Q: 3 clusters Score -452024.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -452027.312500 Penalty: 857.090149
	Iteration 29Q: 3 clusters Score -452027.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -452026.812500 Penalty: 857.090149
	Iteration 30Q: 3 clusters Score -452026.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -452028.625000 Penalty: 857.090149
	Iteration 31Q: 3 clusters Score -452028.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -452028.625000 Penalty: 857.090149
	Iteration 32F: 3 clusters Score -452028.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Entering Unmasked Estep 
Score: -158358.625000 Penalty: 380.457733
	Iteration 0F: 2 clusters Score -158358.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -155508.171875 Penalty: 760.915466
	Iteration 0F: 3 clusters Score -155508.2 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -156619.375000 Penalty: 760.915466
	Iteration 1F: 3 clusters Score -156619.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -156775.328125 Penalty: 760.915466
	Iteration 2F: 3 clusters Score -156775.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -156928.109375 Penalty: 760.915466
	Iteration 3F: 3 clusters Score -156928.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -157075.343750 Penalty: 760.915466
	Iteration 4F: 3 clusters Score -157075.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -157229.937500 Penalty: 760.915466
	Iteration 5F: 3 clusters Score -157229.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -157394.796875 Penalty: 760.915466
	Iteration 6F: 3 clusters Score -157394.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -157535.218750 Penalty: 760.915466
	Iteration 7Q: 3 clusters Score -157535.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -157678.953125 Penalty: 760.915466
	Iteration 8Q: 3 clusters Score -157679 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -157799.593750 Penalty: 760.915466
	Iteration 9Q: 3 clusters Score -157799.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -157866.593750 Penalty: 760.915466
	Iteration 10Q: 3 clusters Score -157866.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -157892.781250 Penalty: 760.915466
	Iteration 11Q: 3 clusters Score -157892.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -157912.312500 Penalty: 760.915466
	Iteration 12Q: 3 clusters Score -157912.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -157930.593750 Penalty: 760.915466
	Iteration 13Q: 3 clusters Score -157930.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -157944.468750 Penalty: 760.915466
	Iteration 14Q: 3 clusters Score -157944.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -157955.687500 Penalty: 760.915466
	Iteration 15Q: 3 clusters Score -157955.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -157969.000000 Penalty: 760.915466
	Iteration 16Q: 3 clusters Score -157969 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -157977.578125 Penalty: 760.915466
	Iteration 17Q: 3 clusters Score -157977.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -157985.734375 Penalty: 760.915466
	Iteration 18Q: 3 clusters Score -157985.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -157993.328125 Penalty: 760.915466
	Iteration 19Q: 3 clusters Score -157993.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -158000.781250 Penalty: 760.915466
	Iteration 20F: 3 clusters Score -158000.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -158007.937500 Penalty: 760.915466
	Iteration 21Q: 3 clusters Score -158007.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -158011.218750 Penalty: 760.915466
	Iteration 22Q: 3 clusters Score -158011.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -158012.984375 Penalty: 760.915466
	Iteration 23Q: 3 clusters Score -158013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -158015.718750 Penalty: 760.915466
	Iteration 24Q: 3 clusters Score -158015.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -158017.515625 Penalty: 760.915466
	Iteration 25Q: 3 clusters Score -158017.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -158018.171875 Penalty: 760.915466
	Iteration 26Q: 3 clusters Score -158018.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -158018.390625 Penalty: 760.915466
	Iteration 27Q: 3 clusters Score -158018.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -158019.125000 Penalty: 760.915466
	Iteration 28Q: 3 clusters Score -158019.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -158020.234375 Penalty: 760.915466
	Iteration 29Q: 3 clusters Score -158020.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -158020.671875 Penalty: 760.915466
	Iteration 30Q: 3 clusters Score -158020.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -158021.234375 Penalty: 760.915466
	Iteration 31Q: 3 clusters Score -158021.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -158021.656250 Penalty: 760.915466
	Iteration 32Q: 3 clusters Score -158021.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -158023.406250 Penalty: 760.915466
	Iteration 33Q: 3 clusters Score -158023.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -158025.406250 Penalty: 760.915466
	Iteration 34Q: 3 clusters Score -158025.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -158028.187500 Penalty: 760.915466
	Iteration 35Q: 3 clusters Score -158028.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -158030.000000 Penalty: 760.915466
	Iteration 36Q: 3 clusters Score -158030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -158030.859375 Penalty: 760.915466
	Iteration 37Q: 3 clusters Score -158030.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -158030.890625 Penalty: 760.915466
	Iteration 38Q: 3 clusters Score -158030.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -158031.640625 Penalty: 760.915466
	Iteration 39Q: 3 clusters Score -158031.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -158031.843750 Penalty: 760.915466
	Iteration 40F: 3 clusters Score -158031.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -158032.250000 Penalty: 760.915466
	Iteration 41Q: 3 clusters Score -158032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -158032.171875 Penalty: 760.915466
	Iteration 42Q: 3 clusters Score -158032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -158032.265625 Penalty: 760.915466
	Iteration 43Q: 3 clusters Score -158032.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -158032.265625 Penalty: 760.915466
	Iteration 44F: 3 clusters Score -158032.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Entering Unmasked Estep 
Score: -269714.093750 Penalty: 404.782318
	Iteration 0F: 2 clusters Score -269714.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -264876.343750 Penalty: 809.564636
	Iteration 0F: 3 clusters Score -264876.3 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -266839.531250 Penalty: 809.564636
	Iteration 1F: 3 clusters Score -266839.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -267141.656250 Penalty: 809.564636
	Iteration 2F: 3 clusters Score -267141.7 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -267518.375000 Penalty: 809.564636
	Iteration 3F: 3 clusters Score -267518.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -267932.218750 Penalty: 809.564636
	Iteration 4F: 3 clusters Score -267932.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -268414.250000 Penalty: 809.564636
	Iteration 5F: 3 clusters Score -268414.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -268844.343750 Penalty: 809.564636
	Iteration 6F: 3 clusters Score -268844.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -269115.218750 Penalty: 809.564636
	Iteration 7Q: 3 clusters Score -269115.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -269252.125000 Penalty: 809.564636
	Iteration 8Q: 3 clusters Score -269252.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -269304.875000 Penalty: 809.564636
	Iteration 9Q: 3 clusters Score -269304.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -269331.156250 Penalty: 809.564636
	Iteration 10Q: 3 clusters Score -269331.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -269345.187500 Penalty: 809.564636
	Iteration 11Q: 3 clusters Score -269345.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -269351.812500 Penalty: 809.564636
	Iteration 12Q: 3 clusters Score -269351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -269354.062500 Penalty: 809.564636
	Iteration 13Q: 3 clusters Score -269354.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -269357.031250 Penalty: 809.564636
	Iteration 14Q: 3 clusters Score -269357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -269358.750000 Penalty: 809.564636
	Iteration 15Q: 3 clusters Score -269358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -269360.781250 Penalty: 809.564636
	Iteration 16Q: 3 clusters Score -269360.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -269364.531250 Penalty: 809.564636
	Iteration 17Q: 3 clusters Score -269364.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -269367.531250 Penalty: 809.564636
	Iteration 18Q: 3 clusters Score -269367.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -269369.062500 Penalty: 809.564636
	Iteration 19Q: 3 clusters Score -269369.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -269369.062500 Penalty: 809.564636
	Iteration 20F: 3 clusters Score -269369.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -9147.803711 Penalty: 265.881287
	Iteration 0F: 2 clusters Score -9147.804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -8791.541016 Penalty: 531.762573
	Iteration 0F: 3 clusters Score -8791.541 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8945.552734 Penalty: 531.762573
	Iteration 1F: 3 clusters Score -8945.553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8997.832031 Penalty: 531.762573
	Iteration 2F: 3 clusters Score -8997.832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9056.750000 Penalty: 531.762573
	Iteration 3F: 3 clusters Score -9056.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9100.557617 Penalty: 531.762573
	Iteration 4F: 3 clusters Score -9100.558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9121.526367 Penalty: 531.762573
	Iteration 5Q: 3 clusters Score -9121.526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9158.555664 Penalty: 531.762573
	Iteration 6Q: 3 clusters Score -9158.556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9191.105469 Penalty: 531.762573
	Iteration 7Q: 3 clusters Score -9191.105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9205.552734 Penalty: 531.762573
	Iteration 8Q: 3 clusters Score -9205.553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9213.360352 Penalty: 531.762573
	Iteration 9Q: 3 clusters Score -9213.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9225.493164 Penalty: 531.762573
	Iteration 10Q: 3 clusters Score -9225.493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9231.084961 Penalty: 531.762573
	Iteration 11Q: 3 clusters Score -9231.085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9237.219727 Penalty: 531.762573
	Iteration 12Q: 3 clusters Score -9237.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9248.691406 Penalty: 531.762573
	Iteration 13Q: 3 clusters Score -9248.691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9258.286133 Penalty: 531.762573
	Iteration 14Q: 3 clusters Score -9258.286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -9262.301758 Penalty: 531.762573
	Iteration 15Q: 3 clusters Score -9262.302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -9262.301758 Penalty: 531.762573
	Iteration 16F: 3 clusters Score -9262.302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1814 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1945 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 10677 members 
Mstep: Class 8 contains 16728 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6925 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5760 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 10980 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 589288 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2641 members 
Mstep: Class 21 contains 9815 members 
Mstep: Class 22 contains 11216 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 13427 members 
Mstep: Class 27 contains 563965 members 
Mstep: Class 28 contains 2813 members 
Mstep: Class 29 contains 21315 members 
Mstep: Class 30 contains 6092 members 
Mstep: Class 31 contains 6505 members 
Mstep: Class 32 contains 1819 members 
Mstep: Class 33 contains 2758 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1906 members 
Mstep: Class 37 contains 4060 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11832 members 
Mstep: Class 41 contains 12315 members 
Mstep: Class 42 contains 4280 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 177 members 
Mstep: Class 45 contains 168 members 
Entering Unmasked Estep 
Score: -50385588.000000 Penalty: 28958.546875
Splitting cluster 44 changes total score from -50385876.000000 to -50385588.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1814 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1945 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 10677 members 
Mstep: Class 8 contains 16728 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6925 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5760 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 10980 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 589288 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2641 members 
Mstep: Class 21 contains 9815 members 
Mstep: Class 22 contains 11216 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 13427 members 
Mstep: Class 27 contains 563965 members 
Mstep: Class 28 contains 2813 members 
Mstep: Class 29 contains 21315 members 
Mstep: Class 30 contains 6092 members 
Mstep: Class 31 contains 6505 members 
Mstep: Class 32 contains 1819 members 
Mstep: Class 33 contains 2758 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1906 members 
Mstep: Class 37 contains 4060 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11832 members 
Mstep: Class 41 contains 12315 members 
Mstep: Class 42 contains 4280 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385848.000000 Penalty: 28315.023438
Iteration 199Q: 45 clusters Score -5.038585e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1815 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16721 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6926 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 10980 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 589291 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2645 members 
Mstep: Class 21 contains 9816 members 
Mstep: Class 22 contains 11212 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 13429 members 
Mstep: Class 27 contains 563945 members 
Mstep: Class 28 contains 2813 members 
Mstep: Class 29 contains 21321 members 
Mstep: Class 30 contains 6091 members 
Mstep: Class 31 contains 6505 members 
Mstep: Class 32 contains 1819 members 
Mstep: Class 33 contains 2758 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1908 members 
Mstep: Class 37 contains 4060 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11832 members 
Mstep: Class 41 contains 12317 members 
Mstep: Class 42 contains 4283 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385904.000000 Penalty: 28315.023438
Iteration 200F: 45 clusters Score -5.03859e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1819 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1954 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16716 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6926 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 10980 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 589283 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2652 members 
Mstep: Class 21 contains 9815 members 
Mstep: Class 22 contains 11210 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 13429 members 
Mstep: Class 27 contains 563937 members 
Mstep: Class 28 contains 2813 members 
Mstep: Class 29 contains 21320 members 
Mstep: Class 30 contains 6092 members 
Mstep: Class 31 contains 6505 members 
Mstep: Class 32 contains 1819 members 
Mstep: Class 33 contains 2758 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1909 members 
Mstep: Class 37 contains 4060 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11833 members 
Mstep: Class 41 contains 12317 members 
Mstep: Class 42 contains 4288 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385940.000000 Penalty: 28315.023438
Iteration 201Q: 45 clusters Score -5.038594e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1823 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16713 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6926 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 10981 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 589269 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2663 members 
Mstep: Class 21 contains 9814 members 
Mstep: Class 22 contains 11212 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 13430 members 
Mstep: Class 27 contains 563932 members 
Mstep: Class 28 contains 2812 members 
Mstep: Class 29 contains 21312 members 
Mstep: Class 30 contains 6092 members 
Mstep: Class 31 contains 6506 members 
Mstep: Class 32 contains 1819 members 
Mstep: Class 33 contains 2758 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1907 members 
Mstep: Class 37 contains 4060 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11831 members 
Mstep: Class 41 contains 12316 members 
Mstep: Class 42 contains 4302 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385944.000000 Penalty: 28315.023438
Iteration 202Q: 45 clusters Score -5.038594e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1826 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16709 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6926 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5760 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 10981 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 589261 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 9814 members 
Mstep: Class 22 contains 11214 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13432 members 
Mstep: Class 27 contains 563923 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21298 members 
Mstep: Class 30 contains 6093 members 
Mstep: Class 31 contains 6508 members 
Mstep: Class 32 contains 1819 members 
Mstep: Class 33 contains 2758 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1907 members 
Mstep: Class 37 contains 4060 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11832 members 
Mstep: Class 41 contains 12316 members 
Mstep: Class 42 contains 4310 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385884.000000 Penalty: 28315.023438
Iteration 203Q: 45 clusters Score -5.038588e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16708 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6926 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5760 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 10981 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 589250 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 2688 members 
Mstep: Class 21 contains 9814 members 
Mstep: Class 22 contains 11218 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563921 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21287 members 
Mstep: Class 30 contains 6093 members 
Mstep: Class 31 contains 6509 members 
Mstep: Class 32 contains 1819 members 
Mstep: Class 33 contains 2758 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1908 members 
Mstep: Class 37 contains 4060 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11832 members 
Mstep: Class 41 contains 12316 members 
Mstep: Class 42 contains 4319 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385904.000000 Penalty: 28315.023438
Iteration 204Q: 45 clusters Score -5.03859e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1830 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16705 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6926 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5760 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 10981 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 589242 members 
Mstep: Class 19 contains 6529 members 
Mstep: Class 20 contains 2700 members 
Mstep: Class 21 contains 9814 members 
Mstep: Class 22 contains 11220 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563917 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21280 members 
Mstep: Class 30 contains 6093 members 
Mstep: Class 31 contains 6510 members 
Mstep: Class 32 contains 1819 members 
Mstep: Class 33 contains 2758 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 1908 members 
Mstep: Class 37 contains 4060 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11832 members 
Mstep: Class 41 contains 12316 members 
Mstep: Class 42 contains 4324 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385904.000000 Penalty: 28315.023438
Iteration 205Q: 45 clusters Score -5.03859e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1833 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16703 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6927 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5760 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 10981 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 589240 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 2710 members 
Mstep: Class 21 contains 9814 members 
Mstep: Class 22 contains 11221 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563910 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21278 members 
Mstep: Class 30 contains 6092 members 
Mstep: Class 31 contains 6510 members 
Mstep: Class 32 contains 1819 members 
Mstep: Class 33 contains 2758 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1964 members 
Mstep: Class 36 contains 1909 members 
Mstep: Class 37 contains 4060 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11831 members 
Mstep: Class 41 contains 12315 members 
Mstep: Class 42 contains 4326 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385916.000000 Penalty: 28315.023438
Iteration 206Q: 45 clusters Score -5.038592e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1835 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16704 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6927 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5760 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 10981 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 589236 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 2714 members 
Mstep: Class 21 contains 9815 members 
Mstep: Class 22 contains 11223 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563903 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21277 members 
Mstep: Class 30 contains 6091 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 1819 members 
Mstep: Class 33 contains 2758 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1963 members 
Mstep: Class 36 contains 1910 members 
Mstep: Class 37 contains 4060 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11831 members 
Mstep: Class 41 contains 12315 members 
Mstep: Class 42 contains 4328 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385944.000000 Penalty: 28315.023438
Iteration 207Q: 45 clusters Score -5.038594e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16705 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6927 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5760 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 10981 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 589232 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 2714 members 
Mstep: Class 21 contains 9816 members 
Mstep: Class 22 contains 11224 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563899 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21279 members 
Mstep: Class 30 contains 6091 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 1820 members 
Mstep: Class 33 contains 2758 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 1911 members 
Mstep: Class 37 contains 4060 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11830 members 
Mstep: Class 41 contains 12315 members 
Mstep: Class 42 contains 4329 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385940.000000 Penalty: 28315.023438
Iteration 208Q: 45 clusters Score -5.038594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1838 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16706 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6927 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5760 members 
Mstep: Class 14 contains 10070 members 
Mstep: Class 15 contains 10980 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 589229 members 
Mstep: Class 19 contains 6527 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 9815 members 
Mstep: Class 22 contains 11224 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563899 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21275 members 
Mstep: Class 30 contains 6091 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 2759 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 1913 members 
Mstep: Class 37 contains 4060 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11830 members 
Mstep: Class 41 contains 12315 members 
Mstep: Class 42 contains 4330 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385880.000000 Penalty: 28315.023438
Iteration 209Q: 45 clusters Score -5.038588e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1840 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1953 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16710 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6927 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 10982 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 589227 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 2718 members 
Mstep: Class 21 contains 9814 members 
Mstep: Class 22 contains 11223 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1566 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563899 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21275 members 
Mstep: Class 30 contains 6091 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 2764 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 1914 members 
Mstep: Class 37 contains 4060 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11829 members 
Mstep: Class 41 contains 12314 members 
Mstep: Class 42 contains 4331 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385900.000000 Penalty: 28315.023438
Iteration 210Q: 45 clusters Score -5.03859e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1840 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1953 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16708 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6927 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 10983 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 589225 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 2722 members 
Mstep: Class 21 contains 9813 members 
Mstep: Class 22 contains 11225 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1566 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563896 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21271 members 
Mstep: Class 30 contains 6092 members 
Mstep: Class 31 contains 6510 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 2764 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 1915 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11830 members 
Mstep: Class 41 contains 12314 members 
Mstep: Class 42 contains 4335 members 
Mstep: Class 43 contains 7305 members 
Mstep: Class 44 contains 347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385888.000000 Penalty: 28315.023438
Iteration 211Q: 45 clusters Score -5.038589e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1839 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1954 members 
Mstep: Class 5 contains 7088 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16704 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6927 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 10983 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 589221 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 2725 members 
Mstep: Class 21 contains 9813 members 
Mstep: Class 22 contains 11225 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1566 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563893 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21267 members 
Mstep: Class 30 contains 6093 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 2764 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 1916 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11830 members 
Mstep: Class 41 contains 12313 members 
Mstep: Class 42 contains 4342 members 
Mstep: Class 43 contains 7306 members 
Mstep: Class 44 contains 347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385860.000000 Penalty: 28315.023438
Iteration 212Q: 45 clusters Score -5.038586e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 7089 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16702 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6927 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 10983 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 589218 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 2726 members 
Mstep: Class 21 contains 9813 members 
Mstep: Class 22 contains 11225 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1566 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563890 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21265 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 2764 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 1919 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11830 members 
Mstep: Class 41 contains 12313 members 
Mstep: Class 42 contains 4348 members 
Mstep: Class 43 contains 7306 members 
Mstep: Class 44 contains 347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385796.000000 Penalty: 28315.023438
Iteration 213Q: 45 clusters Score -5.03858e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1837 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 7089 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16695 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6927 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 10983 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 589220 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 2732 members 
Mstep: Class 21 contains 9814 members 
Mstep: Class 22 contains 11225 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1566 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563889 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21259 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 2764 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 1920 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11830 members 
Mstep: Class 41 contains 12311 members 
Mstep: Class 42 contains 4351 members 
Mstep: Class 43 contains 7307 members 
Mstep: Class 44 contains 347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385844.000000 Penalty: 28315.023438
Iteration 214Q: 45 clusters Score -5.038584e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1839 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 7089 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16688 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6927 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 10983 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 589224 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 2740 members 
Mstep: Class 21 contains 9813 members 
Mstep: Class 22 contains 11225 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1566 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563889 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21249 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 2764 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 1923 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11830 members 
Mstep: Class 41 contains 12309 members 
Mstep: Class 42 contains 4353 members 
Mstep: Class 43 contains 7307 members 
Mstep: Class 44 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385868.000000 Penalty: 28315.023438
Iteration 215Q: 45 clusters Score -5.038587e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 7089 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16687 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6927 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 10983 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 589225 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 2744 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 11226 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1566 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563891 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21245 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 2764 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 1924 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11830 members 
Mstep: Class 41 contains 12308 members 
Mstep: Class 42 contains 4354 members 
Mstep: Class 43 contains 7307 members 
Mstep: Class 44 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385848.000000 Penalty: 28315.023438
Iteration 216Q: 45 clusters Score -5.038585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 7089 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16686 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6927 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 10983 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 589225 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 2747 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 11226 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1566 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563892 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21241 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 2764 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 1925 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11830 members 
Mstep: Class 41 contains 12308 members 
Mstep: Class 42 contains 4355 members 
Mstep: Class 43 contains 7307 members 
Mstep: Class 44 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385876.000000 Penalty: 28315.023438
Iteration 217Q: 45 clusters Score -5.038588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 7089 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6928 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 10983 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 589225 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 2749 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 11226 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1566 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563893 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21239 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 2764 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 1925 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11830 members 
Mstep: Class 41 contains 12307 members 
Mstep: Class 42 contains 4355 members 
Mstep: Class 43 contains 7307 members 
Mstep: Class 44 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385860.000000 Penalty: 28315.023438
Iteration 218Q: 45 clusters Score -5.038586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 7089 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6928 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 10983 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 589225 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 2749 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 11226 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1566 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563891 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21241 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 2764 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 1925 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11830 members 
Mstep: Class 41 contains 12307 members 
Mstep: Class 42 contains 4355 members 
Mstep: Class 43 contains 7307 members 
Mstep: Class 44 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385840.000000 Penalty: 28315.023438
Iteration 219Q: 45 clusters Score -5.038584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 7089 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6928 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 10983 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 589225 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 2749 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 11226 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1566 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563889 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21243 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 2764 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 1925 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11830 members 
Mstep: Class 41 contains 12307 members 
Mstep: Class 42 contains 4355 members 
Mstep: Class 43 contains 7307 members 
Mstep: Class 44 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385856.000000 Penalty: 28315.023438
Iteration 220F: 45 clusters Score -5.038586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 7089 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6928 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 10983 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 589225 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 2749 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 11226 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1566 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563890 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21243 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 2764 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 1925 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11830 members 
Mstep: Class 41 contains 12307 members 
Mstep: Class 42 contains 4355 members 
Mstep: Class 43 contains 7307 members 
Mstep: Class 44 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385852.000000 Penalty: 28315.023438
Iteration 221Q: 45 clusters Score -5.038585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 7089 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6928 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 10983 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 589225 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 2749 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 11226 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1566 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563893 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21240 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 2764 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 1925 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11830 members 
Mstep: Class 41 contains 12307 members 
Mstep: Class 42 contains 4355 members 
Mstep: Class 43 contains 7307 members 
Mstep: Class 44 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385844.000000 Penalty: 28315.023438
Iteration 222Q: 45 clusters Score -5.038584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 7089 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6928 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 10983 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 589225 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 2750 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 11226 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1566 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563892 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21240 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 2764 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 1925 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11830 members 
Mstep: Class 41 contains 12307 members 
Mstep: Class 42 contains 4355 members 
Mstep: Class 43 contains 7307 members 
Mstep: Class 44 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385852.000000 Penalty: 28315.023438
Iteration 223Q: 45 clusters Score -5.038585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 7089 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6928 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 10983 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 589225 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 2751 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 11226 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1566 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563893 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21238 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 2764 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 1925 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11830 members 
Mstep: Class 41 contains 12307 members 
Mstep: Class 42 contains 4355 members 
Mstep: Class 43 contains 7307 members 
Mstep: Class 44 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385852.000000 Penalty: 28315.023438
Iteration 224Q: 45 clusters Score -5.038585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 7089 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6928 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 10983 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 589225 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 2751 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 11226 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1566 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563894 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21237 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 2764 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 1925 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11830 members 
Mstep: Class 41 contains 12307 members 
Mstep: Class 42 contains 4355 members 
Mstep: Class 43 contains 7307 members 
Mstep: Class 44 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385852.000000 Penalty: 28315.023438
Iteration 225Q: 45 clusters Score -5.038585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 7089 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6928 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 10983 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 589225 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 2751 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 11226 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1566 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563894 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21237 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 2764 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 1925 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11830 members 
Mstep: Class 41 contains 12307 members 
Mstep: Class 42 contains 4355 members 
Mstep: Class 43 contains 7307 members 
Mstep: Class 44 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385852.000000 Penalty: 28315.023438
Iteration 226F: 45 clusters Score -5.038585e+07 nChanged 0
Entering ConstructFrom: 
Score: -50385852.000000 Penalty: 28315.023438
Entering ConstructFrom: 
Trying to split cluster 1 (1648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Entering Unmasked Estep 
Score: -59979.828125 Penalty: 337.032959
	Iteration 0F: 2 clusters Score -59979.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -58762.796875 Penalty: 674.065918
	Iteration 0F: 3 clusters Score -58762.8 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -59198.035156 Penalty: 674.065918
	Iteration 1F: 3 clusters Score -59198.04 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -59275.035156 Penalty: 674.065918
	Iteration 2F: 3 clusters Score -59275.04 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -59354.757812 Penalty: 674.065918
	Iteration 3F: 3 clusters Score -59354.76 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -59446.359375 Penalty: 674.065918
	Iteration 4F: 3 clusters Score -59446.36 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -59544.628906 Penalty: 674.065918
	Iteration 5F: 3 clusters Score -59544.63 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -59608.531250 Penalty: 674.065918
	Iteration 6Q: 3 clusters Score -59608.53 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -59654.500000 Penalty: 674.065918
	Iteration 7Q: 3 clusters Score -59654.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -59686.226562 Penalty: 674.065918
	Iteration 8Q: 3 clusters Score -59686.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -59711.082031 Penalty: 674.065918
	Iteration 9Q: 3 clusters Score -59711.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -59725.023438 Penalty: 674.065918
	Iteration 10Q: 3 clusters Score -59725.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -59733.996094 Penalty: 674.065918
	Iteration 11Q: 3 clusters Score -59734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -59743.894531 Penalty: 674.065918
	Iteration 12Q: 3 clusters Score -59743.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -59748.585938 Penalty: 674.065918
	Iteration 13Q: 3 clusters Score -59748.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -59752.820312 Penalty: 674.065918
	Iteration 14Q: 3 clusters Score -59752.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -59755.492188 Penalty: 674.065918
	Iteration 15Q: 3 clusters Score -59755.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -59756.597656 Penalty: 674.065918
	Iteration 16Q: 3 clusters Score -59756.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -59756.597656 Penalty: 674.065918
	Iteration 17F: 3 clusters Score -59756.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -66444.070312 Penalty: 341.948181
	Iteration 0F: 2 clusters Score -66444.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -65144.734375 Penalty: 683.896362
	Iteration 0F: 3 clusters Score -65144.73 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -65647.554688 Penalty: 683.896362
	Iteration 1F: 3 clusters Score -65647.55 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -65807.484375 Penalty: 683.896362
	Iteration 2F: 3 clusters Score -65807.48 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -65889.742188 Penalty: 683.896362
	Iteration 3F: 3 clusters Score -65889.74 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -65953.250000 Penalty: 683.896362
	Iteration 4Q: 3 clusters Score -65953.25 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -66014.953125 Penalty: 683.896362
	Iteration 5Q: 3 clusters Score -66014.95 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66055.617188 Penalty: 683.896362
	Iteration 6Q: 3 clusters Score -66055.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66091.859375 Penalty: 683.896362
	Iteration 7Q: 3 clusters Score -66091.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -66113.023438 Penalty: 683.896362
	Iteration 8Q: 3 clusters Score -66113.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -66137.765625 Penalty: 683.896362
	Iteration 9Q: 3 clusters Score -66137.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -66166.640625 Penalty: 683.896362
	Iteration 10Q: 3 clusters Score -66166.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -66183.031250 Penalty: 683.896362
	Iteration 11Q: 3 clusters Score -66183.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -66196.500000 Penalty: 683.896362
	Iteration 12Q: 3 clusters Score -66196.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -66199.093750 Penalty: 683.896362
	Iteration 13Q: 3 clusters Score -66199.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -66201.007812 Penalty: 683.896362
	Iteration 14Q: 3 clusters Score -66201.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -66208.687500 Penalty: 683.896362
	Iteration 15Q: 3 clusters Score -66208.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -66213.250000 Penalty: 683.896362
	Iteration 16Q: 3 clusters Score -66213.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -66219.007812 Penalty: 683.896362
	Iteration 17Q: 3 clusters Score -66219.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -66222.421875 Penalty: 683.896362
	Iteration 18Q: 3 clusters Score -66222.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -66222.820312 Penalty: 683.896362
	Iteration 19Q: 3 clusters Score -66222.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -66222.820312 Penalty: 683.896362
	Iteration 20F: 3 clusters Score -66222.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Entering Unmasked Estep 
Score: -95404.640625 Penalty: 359.157532
	Iteration 0F: 2 clusters Score -95404.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -93536.953125 Penalty: 718.315063
	Iteration 0F: 3 clusters Score -93536.95 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -94179.445312 Penalty: 718.315063
	Iteration 1F: 3 clusters Score -94179.45 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -94288.539062 Penalty: 718.315063
	Iteration 2F: 3 clusters Score -94288.54 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -94374.875000 Penalty: 718.315063
	Iteration 3F: 3 clusters Score -94374.88 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -94450.406250 Penalty: 718.315063
	Iteration 4F: 3 clusters Score -94450.41 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -94531.000000 Penalty: 718.315063
	Iteration 5Q: 3 clusters Score -94531 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -94606.570312 Penalty: 718.315063
	Iteration 6Q: 3 clusters Score -94606.57 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -94689.507812 Penalty: 718.315063
	Iteration 7Q: 3 clusters Score -94689.51 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -94781.804688 Penalty: 718.315063
	Iteration 8Q: 3 clusters Score -94781.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -94860.984375 Penalty: 718.315063
	Iteration 9Q: 3 clusters Score -94860.98 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -94934.812500 Penalty: 718.315063
	Iteration 10Q: 3 clusters Score -94934.81 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -94989.804688 Penalty: 718.315063
	Iteration 11Q: 3 clusters Score -94989.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -95025.648438 Penalty: 718.315063
	Iteration 12Q: 3 clusters Score -95025.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -95040.203125 Penalty: 718.315063
	Iteration 13Q: 3 clusters Score -95040.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -95049.226562 Penalty: 718.315063
	Iteration 14Q: 3 clusters Score -95049.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -95054.484375 Penalty: 718.315063
	Iteration 15Q: 3 clusters Score -95054.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -95058.367188 Penalty: 718.315063
	Iteration 16Q: 3 clusters Score -95058.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -95061.101562 Penalty: 718.315063
	Iteration 17Q: 3 clusters Score -95061.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -95062.734375 Penalty: 718.315063
	Iteration 18Q: 3 clusters Score -95062.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -95062.796875 Penalty: 718.315063
	Iteration 19F: 3 clusters Score -95062.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -95063.515625 Penalty: 718.315063
	Iteration 20F: 3 clusters Score -95063.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -95063.750000 Penalty: 718.315063
	Iteration 21Q: 3 clusters Score -95063.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -95064.281250 Penalty: 718.315063
	Iteration 22Q: 3 clusters Score -95064.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -95064.750000 Penalty: 718.315063
	Iteration 23Q: 3 clusters Score -95064.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -95064.750000 Penalty: 718.315063
	Iteration 24F: 3 clusters Score -95064.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -75164.023438 Penalty: 344.805634
	Iteration 0F: 2 clusters Score -75164.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -73742.937500 Penalty: 689.611267
	Iteration 0F: 3 clusters Score -73742.94 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -74207.359375 Penalty: 689.611267
	Iteration 1F: 3 clusters Score -74207.36 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -74253.750000 Penalty: 689.611267
	Iteration 2F: 3 clusters Score -74253.75 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -74309.695312 Penalty: 689.611267
	Iteration 3F: 3 clusters Score -74309.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -74361.929688 Penalty: 689.611267
	Iteration 4F: 3 clusters Score -74361.93 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -74417.429688 Penalty: 689.611267
	Iteration 5Q: 3 clusters Score -74417.43 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -74464.742188 Penalty: 689.611267
	Iteration 6Q: 3 clusters Score -74464.74 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -74505.718750 Penalty: 689.611267
	Iteration 7Q: 3 clusters Score -74505.72 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -74546.296875 Penalty: 689.611267
	Iteration 8Q: 3 clusters Score -74546.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -74588.460938 Penalty: 689.611267
	Iteration 9Q: 3 clusters Score -74588.46 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -74617.632812 Penalty: 689.611267
	Iteration 10Q: 3 clusters Score -74617.63 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -74649.312500 Penalty: 689.611267
	Iteration 11Q: 3 clusters Score -74649.31 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -74672.218750 Penalty: 689.611267
	Iteration 12Q: 3 clusters Score -74672.22 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -74696.750000 Penalty: 689.611267
	Iteration 13Q: 3 clusters Score -74696.75 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -74719.703125 Penalty: 689.611267
	Iteration 14Q: 3 clusters Score -74719.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -74745.242188 Penalty: 689.611267
	Iteration 15Q: 3 clusters Score -74745.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -74761.429688 Penalty: 689.611267
	Iteration 16Q: 3 clusters Score -74761.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -74771.546875 Penalty: 689.611267
	Iteration 17Q: 3 clusters Score -74771.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -74778.070312 Penalty: 689.611267
	Iteration 18Q: 3 clusters Score -74778.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -74783.609375 Penalty: 689.611267
	Iteration 19Q: 3 clusters Score -74783.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -74791.289062 Penalty: 689.611267
	Iteration 20F: 3 clusters Score -74791.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -74799.437500 Penalty: 689.611267
	Iteration 21Q: 3 clusters Score -74799.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -74805.929688 Penalty: 689.611267
	Iteration 22Q: 3 clusters Score -74805.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -74810.851562 Penalty: 689.611267
	Iteration 23Q: 3 clusters Score -74810.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -74815.484375 Penalty: 689.611267
	Iteration 24Q: 3 clusters Score -74815.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -74817.109375 Penalty: 689.611267
	Iteration 25Q: 3 clusters Score -74817.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -74819.750000 Penalty: 689.611267
	Iteration 26Q: 3 clusters Score -74819.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -74822.593750 Penalty: 689.611267
	Iteration 27Q: 3 clusters Score -74822.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -74829.820312 Penalty: 689.611267
	Iteration 28Q: 3 clusters Score -74829.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -74838.859375 Penalty: 689.611267
	Iteration 29Q: 3 clusters Score -74838.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -74846.539062 Penalty: 689.611267
	Iteration 30Q: 3 clusters Score -74846.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -74854.609375 Penalty: 689.611267
	Iteration 31Q: 3 clusters Score -74854.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -74860.085938 Penalty: 689.611267
	Iteration 32Q: 3 clusters Score -74860.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -74862.929688 Penalty: 689.611267
	Iteration 33Q: 3 clusters Score -74862.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -74865.054688 Penalty: 689.611267
	Iteration 34Q: 3 clusters Score -74865.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -74867.187500 Penalty: 689.611267
	Iteration 35Q: 3 clusters Score -74867.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -74868.554688 Penalty: 689.611267
	Iteration 36Q: 3 clusters Score -74868.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -74868.554688 Penalty: 689.611267
	Iteration 37F: 3 clusters Score -74868.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Entering Unmasked Estep 
Score: -255784.078125 Penalty: 403.416626
	Iteration 0F: 2 clusters Score -255784.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -251028.656250 Penalty: 806.833252
	Iteration 0F: 3 clusters Score -251028.7 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -252889.828125 Penalty: 806.833252
	Iteration 1F: 3 clusters Score -252889.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -253115.656250 Penalty: 806.833252
	Iteration 2F: 3 clusters Score -253115.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -253343.656250 Penalty: 806.833252
	Iteration 3F: 3 clusters Score -253343.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -253582.875000 Penalty: 806.833252
	Iteration 4F: 3 clusters Score -253582.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -253780.578125 Penalty: 806.833252
	Iteration 5F: 3 clusters Score -253780.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -253982.312500 Penalty: 806.833252
	Iteration 6F: 3 clusters Score -253982.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -254195.906250 Penalty: 806.833252
	Iteration 7F: 3 clusters Score -254195.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -254446.187500 Penalty: 806.833252
	Iteration 8F: 3 clusters Score -254446.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -254706.062500 Penalty: 806.833252
	Iteration 9Q: 3 clusters Score -254706.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -254963.187500 Penalty: 806.833252
	Iteration 10Q: 3 clusters Score -254963.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -255153.781250 Penalty: 806.833252
	Iteration 11Q: 3 clusters Score -255153.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -255267.765625 Penalty: 806.833252
	Iteration 12Q: 3 clusters Score -255267.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -255339.390625 Penalty: 806.833252
	Iteration 13Q: 3 clusters Score -255339.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -255372.921875 Penalty: 806.833252
	Iteration 14Q: 3 clusters Score -255372.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -255392.328125 Penalty: 806.833252
	Iteration 15Q: 3 clusters Score -255392.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -255401.953125 Penalty: 806.833252
	Iteration 16Q: 3 clusters Score -255402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -255411.640625 Penalty: 806.833252
	Iteration 17Q: 3 clusters Score -255411.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -255417.484375 Penalty: 806.833252
	Iteration 18Q: 3 clusters Score -255417.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -255420.828125 Penalty: 806.833252
	Iteration 19Q: 3 clusters Score -255420.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -255424.734375 Penalty: 806.833252
	Iteration 20F: 3 clusters Score -255424.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -255426.750000 Penalty: 806.833252
	Iteration 21Q: 3 clusters Score -255426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -255427.953125 Penalty: 806.833252
	Iteration 22Q: 3 clusters Score -255428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -255427.953125 Penalty: 806.833252
	Iteration 23F: 3 clusters Score -255428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Entering Unmasked Estep 
Score: -301782.781250 Penalty: 409.183960
	Iteration 0F: 2 clusters Score -301782.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -296357.625000 Penalty: 818.367920
	Iteration 0F: 3 clusters Score -296357.6 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -298534.687500 Penalty: 818.367920
	Iteration 1F: 3 clusters Score -298534.7 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -298804.593750 Penalty: 818.367920
	Iteration 2F: 3 clusters Score -298804.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -299227.906250 Penalty: 818.367920
	Iteration 3F: 3 clusters Score -299227.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -299727.875000 Penalty: 818.367920
	Iteration 4F: 3 clusters Score -299727.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -300159.187500 Penalty: 818.367920
	Iteration 5F: 3 clusters Score -300159.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -300559.218750 Penalty: 818.367920
	Iteration 6F: 3 clusters Score -300559.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -300922.093750 Penalty: 818.367920
	Iteration 7F: 3 clusters Score -300922.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -301194.343750 Penalty: 818.367920
	Iteration 8Q: 3 clusters Score -301194.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -301355.625000 Penalty: 818.367920
	Iteration 9Q: 3 clusters Score -301355.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -301478.156250 Penalty: 818.367920
	Iteration 10Q: 3 clusters Score -301478.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -301599.625000 Penalty: 818.367920
	Iteration 11Q: 3 clusters Score -301599.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -301685.312500 Penalty: 818.367920
	Iteration 12Q: 3 clusters Score -301685.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -301736.968750 Penalty: 818.367920
	Iteration 13Q: 3 clusters Score -301737 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -301766.656250 Penalty: 818.367920
	Iteration 14Q: 3 clusters Score -301766.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -301790.500000 Penalty: 818.367920
	Iteration 15Q: 3 clusters Score -301790.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -301816.781250 Penalty: 818.367920
	Iteration 16Q: 3 clusters Score -301816.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -301837.625000 Penalty: 818.367920
	Iteration 17Q: 3 clusters Score -301837.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -301853.750000 Penalty: 818.367920
	Iteration 18Q: 3 clusters Score -301853.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -301865.937500 Penalty: 818.367920
	Iteration 19Q: 3 clusters Score -301865.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -301873.375000 Penalty: 818.367920
	Iteration 20F: 3 clusters Score -301873.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -301880.375000 Penalty: 818.367920
	Iteration 21Q: 3 clusters Score -301880.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -301886.000000 Penalty: 818.367920
	Iteration 22Q: 3 clusters Score -301886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -301890.562500 Penalty: 818.367920
	Iteration 23Q: 3 clusters Score -301890.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -301897.500000 Penalty: 818.367920
	Iteration 24Q: 3 clusters Score -301897.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -301902.625000 Penalty: 818.367920
	Iteration 25Q: 3 clusters Score -301902.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -301906.625000 Penalty: 818.367920
	Iteration 26Q: 3 clusters Score -301906.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -301910.375000 Penalty: 818.367920
	Iteration 27Q: 3 clusters Score -301910.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -301915.093750 Penalty: 818.367920
	Iteration 28Q: 3 clusters Score -301915.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -301919.468750 Penalty: 818.367920
	Iteration 29Q: 3 clusters Score -301919.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -301924.718750 Penalty: 818.367920
	Iteration 30Q: 3 clusters Score -301924.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -301927.437500 Penalty: 818.367920
	Iteration 31Q: 3 clusters Score -301927.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -301930.718750 Penalty: 818.367920
	Iteration 32Q: 3 clusters Score -301930.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -301933.875000 Penalty: 818.367920
	Iteration 33Q: 3 clusters Score -301933.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -301936.468750 Penalty: 818.367920
	Iteration 34Q: 3 clusters Score -301936.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -301937.500000 Penalty: 818.367920
	Iteration 35Q: 3 clusters Score -301937.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -301939.500000 Penalty: 818.367920
	Iteration 36Q: 3 clusters Score -301939.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -301941.531250 Penalty: 818.367920
	Iteration 37Q: 3 clusters Score -301941.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -301942.281250 Penalty: 818.367920
	Iteration 38Q: 3 clusters Score -301942.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -301942.468750 Penalty: 818.367920
	Iteration 39Q: 3 clusters Score -301942.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -301943.343750 Penalty: 818.367920
	Iteration 40F: 3 clusters Score -301943.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -301943.968750 Penalty: 818.367920
	Iteration 41Q: 3 clusters Score -301944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -301943.718750 Penalty: 818.367920
	Iteration 42Q: 3 clusters Score -301943.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -301944.000000 Penalty: 818.367920
	Iteration 43Q: 3 clusters Score -301944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -301945.000000 Penalty: 818.367920
	Iteration 44Q: 3 clusters Score -301945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -301945.718750 Penalty: 818.367920
	Iteration 45Q: 3 clusters Score -301945.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -301946.062500 Penalty: 818.367920
	Iteration 46Q: 3 clusters Score -301946.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -301946.406250 Penalty: 818.367920
	Iteration 47Q: 3 clusters Score -301946.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -301946.718750 Penalty: 818.367920
	Iteration 48Q: 3 clusters Score -301946.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -301946.718750 Penalty: 818.367920
	Iteration 49F: 3 clusters Score -301946.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 7089 members 
Mstep: Class 6 contains 928 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6928 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 10983 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 589225 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 2751 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 11226 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1566 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563894 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21237 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 2764 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 1925 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11830 members 
Mstep: Class 41 contains 12307 members 
Mstep: Class 42 contains 4355 members 
Mstep: Class 43 contains 7307 members 
Mstep: Class 44 contains 348 members 
Mstep: Class 45 contains 7119 members 
Entering Unmasked Estep 
Score: -50385768.000000 Penalty: 28958.546875
Splitting cluster 6 changes total score from -50385852.000000 to -50385768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (10675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Entering Unmasked Estep 
Score: -384271.062500 Penalty: 422.042511
	Iteration 0F: 2 clusters Score -384271.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -377227.250000 Penalty: 844.085022
	Iteration 0F: 3 clusters Score -377227.2 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -380359.625000 Penalty: 844.085022
	Iteration 1F: 3 clusters Score -380359.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -380649.937500 Penalty: 844.085022
	Iteration 2F: 3 clusters Score -380649.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -380879.656250 Penalty: 844.085022
	Iteration 3F: 3 clusters Score -380879.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -381031.031250 Penalty: 844.085022
	Iteration 4Q: 3 clusters Score -381031 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -381152.125000 Penalty: 844.085022
	Iteration 5Q: 3 clusters Score -381152.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -381242.750000 Penalty: 844.085022
	Iteration 6Q: 3 clusters Score -381242.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -381333.500000 Penalty: 844.085022
	Iteration 7Q: 3 clusters Score -381333.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -381437.562500 Penalty: 844.085022
	Iteration 8Q: 3 clusters Score -381437.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -381566.062500 Penalty: 844.085022
	Iteration 9Q: 3 clusters Score -381566.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -381758.375000 Penalty: 844.085022
	Iteration 10Q: 3 clusters Score -381758.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -382038.125000 Penalty: 844.085022
	Iteration 11Q: 3 clusters Score -382038.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -382278.593750 Penalty: 844.085022
	Iteration 12Q: 3 clusters Score -382278.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -382422.187500 Penalty: 844.085022
	Iteration 13Q: 3 clusters Score -382422.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -382510.312500 Penalty: 844.085022
	Iteration 14Q: 3 clusters Score -382510.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -382562.687500 Penalty: 844.085022
	Iteration 15Q: 3 clusters Score -382562.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -382607.562500 Penalty: 844.085022
	Iteration 16Q: 3 clusters Score -382607.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -382640.437500 Penalty: 844.085022
	Iteration 17Q: 3 clusters Score -382640.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -382662.906250 Penalty: 844.085022
	Iteration 18Q: 3 clusters Score -382662.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -382680.062500 Penalty: 844.085022
	Iteration 19Q: 3 clusters Score -382680.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -382697.812500 Penalty: 844.085022
	Iteration 20F: 3 clusters Score -382697.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -382712.031250 Penalty: 844.085022
	Iteration 21Q: 3 clusters Score -382712 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -382727.781250 Penalty: 844.085022
	Iteration 22Q: 3 clusters Score -382727.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -382751.187500 Penalty: 844.085022
	Iteration 23Q: 3 clusters Score -382751.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -382770.937500 Penalty: 844.085022
	Iteration 24Q: 3 clusters Score -382770.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -382788.375000 Penalty: 844.085022
	Iteration 25Q: 3 clusters Score -382788.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -382806.562500 Penalty: 844.085022
	Iteration 26Q: 3 clusters Score -382806.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -382821.031250 Penalty: 844.085022
	Iteration 27Q: 3 clusters Score -382821 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -382833.687500 Penalty: 844.085022
	Iteration 28Q: 3 clusters Score -382833.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -382844.750000 Penalty: 844.085022
	Iteration 29Q: 3 clusters Score -382844.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -382857.093750 Penalty: 844.085022
	Iteration 30Q: 3 clusters Score -382857.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -382865.750000 Penalty: 844.085022
	Iteration 31Q: 3 clusters Score -382865.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -382875.500000 Penalty: 844.085022
	Iteration 32Q: 3 clusters Score -382875.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -382887.656250 Penalty: 844.085022
	Iteration 33Q: 3 clusters Score -382887.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -382899.906250 Penalty: 844.085022
	Iteration 34Q: 3 clusters Score -382899.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -382916.312500 Penalty: 844.085022
	Iteration 35Q: 3 clusters Score -382916.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -382938.750000 Penalty: 844.085022
	Iteration 36Q: 3 clusters Score -382938.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -382970.312500 Penalty: 844.085022
	Iteration 37Q: 3 clusters Score -382970.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -382998.312500 Penalty: 844.085022
	Iteration 38Q: 3 clusters Score -382998.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -383018.281250 Penalty: 844.085022
	Iteration 39Q: 3 clusters Score -383018.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -383039.062500 Penalty: 844.085022
	Iteration 40F: 3 clusters Score -383039.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -383059.875000 Penalty: 844.085022
	Iteration 41Q: 3 clusters Score -383059.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -383080.656250 Penalty: 844.085022
	Iteration 42Q: 3 clusters Score -383080.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -383101.625000 Penalty: 844.085022
	Iteration 43Q: 3 clusters Score -383101.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -383123.468750 Penalty: 844.085022
	Iteration 44Q: 3 clusters Score -383123.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -383154.187500 Penalty: 844.085022
	Iteration 45Q: 3 clusters Score -383154.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -383190.906250 Penalty: 844.085022
	Iteration 46Q: 3 clusters Score -383190.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -383236.531250 Penalty: 844.085022
	Iteration 47Q: 3 clusters Score -383236.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -383274.531250 Penalty: 844.085022
	Iteration 48Q: 3 clusters Score -383274.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -383314.250000 Penalty: 844.085022
	Iteration 49Q: 3 clusters Score -383314.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -383357.687500 Penalty: 844.085022
	Iteration 50Q: 3 clusters Score -383357.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -383397.312500 Penalty: 844.085022
	Iteration 51Q: 3 clusters Score -383397.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -383421.093750 Penalty: 844.085022
	Iteration 52Q: 3 clusters Score -383421.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -383438.531250 Penalty: 844.085022
	Iteration 53Q: 3 clusters Score -383438.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -383447.781250 Penalty: 844.085022
	Iteration 54Q: 3 clusters Score -383447.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -383453.968750 Penalty: 844.085022
	Iteration 55Q: 3 clusters Score -383454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -383457.656250 Penalty: 844.085022
	Iteration 56Q: 3 clusters Score -383457.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -383463.875000 Penalty: 844.085022
	Iteration 57Q: 3 clusters Score -383463.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -383468.687500 Penalty: 844.085022
	Iteration 58Q: 3 clusters Score -383468.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -383473.000000 Penalty: 844.085022
	Iteration 59Q: 3 clusters Score -383473 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -383476.187500 Penalty: 844.085022
	Iteration 60F: 3 clusters Score -383476.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -383484.375000 Penalty: 844.085022
	Iteration 61Q: 3 clusters Score -383484.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -383491.218750 Penalty: 844.085022
	Iteration 62Q: 3 clusters Score -383491.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -383495.968750 Penalty: 844.085022
	Iteration 63Q: 3 clusters Score -383496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -383501.187500 Penalty: 844.085022
	Iteration 64Q: 3 clusters Score -383501.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -383504.968750 Penalty: 844.085022
	Iteration 65Q: 3 clusters Score -383505 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -383509.281250 Penalty: 844.085022
	Iteration 66Q: 3 clusters Score -383509.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -383514.468750 Penalty: 844.085022
	Iteration 67Q: 3 clusters Score -383514.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -383517.687500 Penalty: 844.085022
	Iteration 68Q: 3 clusters Score -383517.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -383522.531250 Penalty: 844.085022
	Iteration 69Q: 3 clusters Score -383522.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -383527.312500 Penalty: 844.085022
	Iteration 70Q: 3 clusters Score -383527.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -383536.468750 Penalty: 844.085022
	Iteration 71Q: 3 clusters Score -383536.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -383545.218750 Penalty: 844.085022
	Iteration 72Q: 3 clusters Score -383545.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -383552.375000 Penalty: 844.085022
	Iteration 73Q: 3 clusters Score -383552.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -383558.343750 Penalty: 844.085022
	Iteration 74Q: 3 clusters Score -383558.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -383562.250000 Penalty: 844.085022
	Iteration 75Q: 3 clusters Score -383562.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -383566.812500 Penalty: 844.085022
	Iteration 76Q: 3 clusters Score -383566.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -383569.593750 Penalty: 844.085022
	Iteration 77Q: 3 clusters Score -383569.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -383572.500000 Penalty: 844.085022
	Iteration 78Q: 3 clusters Score -383572.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -383575.218750 Penalty: 844.085022
	Iteration 79Q: 3 clusters Score -383575.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -383578.812500 Penalty: 844.085022
	Iteration 80F: 3 clusters Score -383578.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -383584.281250 Penalty: 844.085022
	Iteration 81Q: 3 clusters Score -383584.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -383590.531250 Penalty: 844.085022
	Iteration 82Q: 3 clusters Score -383590.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -383600.312500 Penalty: 844.085022
	Iteration 83Q: 3 clusters Score -383600.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -383609.218750 Penalty: 844.085022
	Iteration 84Q: 3 clusters Score -383609.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -383619.468750 Penalty: 844.085022
	Iteration 85Q: 3 clusters Score -383619.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -383630.093750 Penalty: 844.085022
	Iteration 86Q: 3 clusters Score -383630.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -383639.093750 Penalty: 844.085022
	Iteration 87Q: 3 clusters Score -383639.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -383648.062500 Penalty: 844.085022
	Iteration 88Q: 3 clusters Score -383648.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -383657.531250 Penalty: 844.085022
	Iteration 89Q: 3 clusters Score -383657.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -383667.156250 Penalty: 844.085022
	Iteration 90Q: 3 clusters Score -383667.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -383678.343750 Penalty: 844.085022
	Iteration 91Q: 3 clusters Score -383678.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -383688.937500 Penalty: 844.085022
	Iteration 92Q: 3 clusters Score -383688.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -383706.062500 Penalty: 844.085022
	Iteration 93Q: 3 clusters Score -383706.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -383720.937500 Penalty: 844.085022
	Iteration 94Q: 3 clusters Score -383720.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -383736.062500 Penalty: 844.085022
	Iteration 95Q: 3 clusters Score -383736.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -383755.906250 Penalty: 844.085022
	Iteration 96Q: 3 clusters Score -383755.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -383771.968750 Penalty: 844.085022
	Iteration 97Q: 3 clusters Score -383772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -383781.937500 Penalty: 844.085022
	Iteration 98Q: 3 clusters Score -383781.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -383790.343750 Penalty: 844.085022
	Iteration 99Q: 3 clusters Score -383790.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -383801.000000 Penalty: 844.085022
	Iteration 100F: 3 clusters Score -383801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -383814.718750 Penalty: 844.085022
	Iteration 101Q: 3 clusters Score -383814.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -383824.812500 Penalty: 844.085022
	Iteration 102Q: 3 clusters Score -383824.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -383834.187500 Penalty: 844.085022
	Iteration 103Q: 3 clusters Score -383834.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -383843.968750 Penalty: 844.085022
	Iteration 104Q: 3 clusters Score -383844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -383853.031250 Penalty: 844.085022
	Iteration 105Q: 3 clusters Score -383853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -383859.843750 Penalty: 844.085022
	Iteration 106Q: 3 clusters Score -383859.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -383871.781250 Penalty: 844.085022
	Iteration 107Q: 3 clusters Score -383871.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -383879.343750 Penalty: 844.085022
	Iteration 108Q: 3 clusters Score -383879.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -383884.843750 Penalty: 844.085022
	Iteration 109Q: 3 clusters Score -383884.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -383892.687500 Penalty: 844.085022
	Iteration 110Q: 3 clusters Score -383892.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -383898.406250 Penalty: 844.085022
	Iteration 111Q: 3 clusters Score -383898.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -383902.406250 Penalty: 844.085022
	Iteration 112Q: 3 clusters Score -383902.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -383904.468750 Penalty: 844.085022
	Iteration 113Q: 3 clusters Score -383904.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -383905.937500 Penalty: 844.085022
	Iteration 114Q: 3 clusters Score -383905.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -383908.250000 Penalty: 844.085022
	Iteration 115Q: 3 clusters Score -383908.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -383910.812500 Penalty: 844.085022
	Iteration 116Q: 3 clusters Score -383910.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -383915.843750 Penalty: 844.085022
	Iteration 117Q: 3 clusters Score -383915.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -383919.593750 Penalty: 844.085022
	Iteration 118Q: 3 clusters Score -383919.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -383921.281250 Penalty: 844.085022
	Iteration 119Q: 3 clusters Score -383921.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -383922.531250 Penalty: 844.085022
	Iteration 120F: 3 clusters Score -383922.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -383923.468750 Penalty: 844.085022
	Iteration 121Q: 3 clusters Score -383923.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -383923.656250 Penalty: 844.085022
	Iteration 122Q: 3 clusters Score -383923.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -383925.906250 Penalty: 844.085022
	Iteration 123Q: 3 clusters Score -383925.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -383928.375000 Penalty: 844.085022
	Iteration 124Q: 3 clusters Score -383928.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -383931.062500 Penalty: 844.085022
	Iteration 125Q: 3 clusters Score -383931.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -383932.781250 Penalty: 844.085022
	Iteration 126Q: 3 clusters Score -383932.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -383933.593750 Penalty: 844.085022
	Iteration 127Q: 3 clusters Score -383933.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -383933.906250 Penalty: 844.085022
	Iteration 128Q: 3 clusters Score -383933.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -383934.375000 Penalty: 844.085022
	Iteration 129Q: 3 clusters Score -383934.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -383934.531250 Penalty: 844.085022
	Iteration 130Q: 3 clusters Score -383934.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -383934.562500 Penalty: 844.085022
	Iteration 131Q: 3 clusters Score -383934.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -383935.250000 Penalty: 844.085022
	Iteration 132Q: 3 clusters Score -383935.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -383936.406250 Penalty: 844.085022
	Iteration 133Q: 3 clusters Score -383936.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -383937.156250 Penalty: 844.085022
	Iteration 134Q: 3 clusters Score -383937.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -383938.218750 Penalty: 844.085022
	Iteration 135Q: 3 clusters Score -383938.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -383940.000000 Penalty: 844.085022
	Iteration 136Q: 3 clusters Score -383940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -383940.156250 Penalty: 844.085022
	Iteration 137Q: 3 clusters Score -383940.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -383940.156250 Penalty: 844.085022
	Iteration 138F: 3 clusters Score -383940.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Entering Unmasked Estep 
Score: -616816.500000 Penalty: 442.363068
	Iteration 0F: 2 clusters Score -616816.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -605698.500000 Penalty: 884.726135
	Iteration 0F: 3 clusters Score -605698.5 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -610325.437500 Penalty: 884.726135
	Iteration 1F: 3 clusters Score -610325.4 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -610599.875000 Penalty: 884.726135
	Iteration 2Q: 3 clusters Score -610599.9 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -610935.000000 Penalty: 884.726135
	Iteration 3Q: 3 clusters Score -610935 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -611388.750000 Penalty: 884.726135
	Iteration 4F: 3 clusters Score -611388.8 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -611993.500000 Penalty: 884.726135
	Iteration 5F: 3 clusters Score -611993.5 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -612707.687500 Penalty: 884.726135
	Iteration 6F: 3 clusters Score -612707.7 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -613324.812500 Penalty: 884.726135
	Iteration 7F: 3 clusters Score -613324.8 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -613635.250000 Penalty: 884.726135
	Iteration 8Q: 3 clusters Score -613635.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -613765.187500 Penalty: 884.726135
	Iteration 9Q: 3 clusters Score -613765.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -613842.375000 Penalty: 884.726135
	Iteration 10Q: 3 clusters Score -613842.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -613908.000000 Penalty: 884.726135
	Iteration 11Q: 3 clusters Score -613908 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -613974.437500 Penalty: 884.726135
	Iteration 12Q: 3 clusters Score -613974.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -614033.812500 Penalty: 884.726135
	Iteration 13Q: 3 clusters Score -614033.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -614089.187500 Penalty: 884.726135
	Iteration 14Q: 3 clusters Score -614089.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -614150.000000 Penalty: 884.726135
	Iteration 15Q: 3 clusters Score -614150 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -614215.875000 Penalty: 884.726135
	Iteration 16Q: 3 clusters Score -614215.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -614299.562500 Penalty: 884.726135
	Iteration 17Q: 3 clusters Score -614299.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -614400.937500 Penalty: 884.726135
	Iteration 18Q: 3 clusters Score -614400.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -614528.187500 Penalty: 884.726135
	Iteration 19Q: 3 clusters Score -614528.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -614658.812500 Penalty: 884.726135
	Iteration 20F: 3 clusters Score -614658.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -614803.000000 Penalty: 884.726135
	Iteration 21Q: 3 clusters Score -614803 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -614948.000000 Penalty: 884.726135
	Iteration 22Q: 3 clusters Score -614948 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -615086.875000 Penalty: 884.726135
	Iteration 23Q: 3 clusters Score -615086.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -615237.437500 Penalty: 884.726135
	Iteration 24Q: 3 clusters Score -615237.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -615389.062500 Penalty: 884.726135
	Iteration 25Q: 3 clusters Score -615389.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -615545.500000 Penalty: 884.726135
	Iteration 26Q: 3 clusters Score -615545.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -615685.312500 Penalty: 884.726135
	Iteration 27Q: 3 clusters Score -615685.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -615832.937500 Penalty: 884.726135
	Iteration 28Q: 3 clusters Score -615832.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -615983.812500 Penalty: 884.726135
	Iteration 29Q: 3 clusters Score -615983.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -616138.625000 Penalty: 884.726135
	Iteration 30Q: 3 clusters Score -616138.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -616226.062500 Penalty: 884.726135
	Iteration 31Q: 3 clusters Score -616226.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -616291.375000 Penalty: 884.726135
	Iteration 32Q: 3 clusters Score -616291.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -616343.937500 Penalty: 884.726135
	Iteration 33Q: 3 clusters Score -616343.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -616390.937500 Penalty: 884.726135
	Iteration 34Q: 3 clusters Score -616390.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -616418.437500 Penalty: 884.726135
	Iteration 35Q: 3 clusters Score -616418.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -616430.937500 Penalty: 884.726135
	Iteration 36Q: 3 clusters Score -616430.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -616434.500000 Penalty: 884.726135
	Iteration 37Q: 3 clusters Score -616434.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -616441.000000 Penalty: 884.726135
	Iteration 38Q: 3 clusters Score -616441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -616444.062500 Penalty: 884.726135
	Iteration 39Q: 3 clusters Score -616444.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -616470.000000 Penalty: 884.726135
	Iteration 40F: 3 clusters Score -616470 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -616490.937500 Penalty: 884.726135
	Iteration 41Q: 3 clusters Score -616490.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -616504.625000 Penalty: 884.726135
	Iteration 42Q: 3 clusters Score -616504.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -616514.687500 Penalty: 884.726135
	Iteration 43Q: 3 clusters Score -616514.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -616520.062500 Penalty: 884.726135
	Iteration 44Q: 3 clusters Score -616520.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -616523.187500 Penalty: 884.726135
	Iteration 45Q: 3 clusters Score -616523.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -616526.625000 Penalty: 884.726135
	Iteration 46Q: 3 clusters Score -616526.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -616527.750000 Penalty: 884.726135
	Iteration 47Q: 3 clusters Score -616527.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -616529.125000 Penalty: 884.726135
	Iteration 48Q: 3 clusters Score -616529.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -616530.312500 Penalty: 884.726135
	Iteration 49Q: 3 clusters Score -616530.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -616530.000000 Penalty: 884.726135
	Iteration 50Q: 3 clusters Score -616530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -616530.000000 Penalty: 884.726135
	Iteration 51F: 3 clusters Score -616530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Entering Unmasked Estep 
Score: -130466.210938 Penalty: 373.374695
	Iteration 0F: 2 clusters Score -130466.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -127953.656250 Penalty: 746.749390
	Iteration 0F: 3 clusters Score -127953.7 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -128957.609375 Penalty: 746.749390
	Iteration 1F: 3 clusters Score -128957.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -129097.617188 Penalty: 746.749390
	Iteration 2F: 3 clusters Score -129097.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -129251.164062 Penalty: 746.749390
	Iteration 3F: 3 clusters Score -129251.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -129405.500000 Penalty: 746.749390
	Iteration 4F: 3 clusters Score -129405.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -129535.632812 Penalty: 746.749390
	Iteration 5F: 3 clusters Score -129535.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -129649.921875 Penalty: 746.749390
	Iteration 6Q: 3 clusters Score -129649.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -129753.710938 Penalty: 746.749390
	Iteration 7Q: 3 clusters Score -129753.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -129834.625000 Penalty: 746.749390
	Iteration 8Q: 3 clusters Score -129834.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -129915.718750 Penalty: 746.749390
	Iteration 9Q: 3 clusters Score -129915.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -129975.570312 Penalty: 746.749390
	Iteration 10Q: 3 clusters Score -129975.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -130020.140625 Penalty: 746.749390
	Iteration 11Q: 3 clusters Score -130020.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -130053.992188 Penalty: 746.749390
	Iteration 12Q: 3 clusters Score -130054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -130078.281250 Penalty: 746.749390
	Iteration 13Q: 3 clusters Score -130078.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -130092.453125 Penalty: 746.749390
	Iteration 14Q: 3 clusters Score -130092.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -130105.101562 Penalty: 746.749390
	Iteration 15Q: 3 clusters Score -130105.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -130116.671875 Penalty: 746.749390
	Iteration 16Q: 3 clusters Score -130116.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -130120.953125 Penalty: 746.749390
	Iteration 17Q: 3 clusters Score -130121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -130125.171875 Penalty: 746.749390
	Iteration 18Q: 3 clusters Score -130125.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -130131.000000 Penalty: 746.749390
	Iteration 19Q: 3 clusters Score -130131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -130139.187500 Penalty: 746.749390
	Iteration 20F: 3 clusters Score -130139.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -130147.265625 Penalty: 746.749390
	Iteration 21Q: 3 clusters Score -130147.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -130154.210938 Penalty: 746.749390
	Iteration 22Q: 3 clusters Score -130154.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -130156.148438 Penalty: 746.749390
	Iteration 23Q: 3 clusters Score -130156.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -130156.890625 Penalty: 746.749390
	Iteration 24Q: 3 clusters Score -130156.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -130158.203125 Penalty: 746.749390
	Iteration 25Q: 3 clusters Score -130158.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -130159.523438 Penalty: 746.749390
	Iteration 26Q: 3 clusters Score -130159.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -130159.945312 Penalty: 746.749390
	Iteration 27Q: 3 clusters Score -130159.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -130160.929688 Penalty: 746.749390
	Iteration 28Q: 3 clusters Score -130160.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -130165.632812 Penalty: 746.749390
	Iteration 29Q: 3 clusters Score -130165.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -130169.765625 Penalty: 746.749390
	Iteration 30Q: 3 clusters Score -130169.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -130172.539062 Penalty: 746.749390
	Iteration 31Q: 3 clusters Score -130172.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -130174.539062 Penalty: 746.749390
	Iteration 32Q: 3 clusters Score -130174.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -130175.156250 Penalty: 746.749390
	Iteration 33Q: 3 clusters Score -130175.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -130175.156250 Penalty: 746.749390
	Iteration 34F: 3 clusters Score -130175.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Entering Unmasked Estep 
Score: -89632.218750 Penalty: 355.352600
	Iteration 0F: 2 clusters Score -89632.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -87914.945312 Penalty: 710.705200
	Iteration 0F: 3 clusters Score -87914.95 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -88616.687500 Penalty: 710.705200
	Iteration 1F: 3 clusters Score -88616.69 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -88767.156250 Penalty: 710.705200
	Iteration 2F: 3 clusters Score -88767.16 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -88877.906250 Penalty: 710.705200
	Iteration 3F: 3 clusters Score -88877.91 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -88973.679688 Penalty: 710.705200
	Iteration 4F: 3 clusters Score -88973.68 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -89048.992188 Penalty: 710.705200
	Iteration 5Q: 3 clusters Score -89048.99 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -89116.671875 Penalty: 710.705200
	Iteration 6Q: 3 clusters Score -89116.67 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -89163.414062 Penalty: 710.705200
	Iteration 7Q: 3 clusters Score -89163.41 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -89200.171875 Penalty: 710.705200
	Iteration 8Q: 3 clusters Score -89200.17 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -89229.820312 Penalty: 710.705200
	Iteration 9Q: 3 clusters Score -89229.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -89246.882812 Penalty: 710.705200
	Iteration 10Q: 3 clusters Score -89246.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -89262.195312 Penalty: 710.705200
	Iteration 11Q: 3 clusters Score -89262.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -89273.640625 Penalty: 710.705200
	Iteration 12Q: 3 clusters Score -89273.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -89283.554688 Penalty: 710.705200
	Iteration 13Q: 3 clusters Score -89283.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -89293.500000 Penalty: 710.705200
	Iteration 14Q: 3 clusters Score -89293.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -89298.750000 Penalty: 710.705200
	Iteration 15Q: 3 clusters Score -89298.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -89303.132812 Penalty: 710.705200
	Iteration 16Q: 3 clusters Score -89303.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -89306.023438 Penalty: 710.705200
	Iteration 17Q: 3 clusters Score -89306.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -89311.609375 Penalty: 710.705200
	Iteration 18Q: 3 clusters Score -89311.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -89315.890625 Penalty: 710.705200
	Iteration 19Q: 3 clusters Score -89315.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -89318.812500 Penalty: 710.705200
	Iteration 20F: 3 clusters Score -89318.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -89323.859375 Penalty: 710.705200
	Iteration 21Q: 3 clusters Score -89323.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -89324.453125 Penalty: 710.705200
	Iteration 22Q: 3 clusters Score -89324.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -89324.828125 Penalty: 710.705200
	Iteration 23Q: 3 clusters Score -89324.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -89324.828125 Penalty: 710.705200
	Iteration 24F: 3 clusters Score -89324.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Entering Unmasked Estep 
Score: -253240.890625 Penalty: 402.371368
	Iteration 0F: 2 clusters Score -253240.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -248612.906250 Penalty: 804.742737
	Iteration 0F: 3 clusters Score -248612.9 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -250477.765625 Penalty: 804.742737
	Iteration 1F: 3 clusters Score -250477.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -250903.437500 Penalty: 804.742737
	Iteration 2F: 3 clusters Score -250903.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -251454.515625 Penalty: 804.742737
	Iteration 3F: 3 clusters Score -251454.5 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -251957.375000 Penalty: 804.742737
	Iteration 4F: 3 clusters Score -251957.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -252317.796875 Penalty: 804.742737
	Iteration 5F: 3 clusters Score -252317.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -252548.578125 Penalty: 804.742737
	Iteration 6Q: 3 clusters Score -252548.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -252719.125000 Penalty: 804.742737
	Iteration 7Q: 3 clusters Score -252719.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -252844.781250 Penalty: 804.742737
	Iteration 8Q: 3 clusters Score -252844.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -252919.156250 Penalty: 804.742737
	Iteration 9Q: 3 clusters Score -252919.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -252964.421875 Penalty: 804.742737
	Iteration 10Q: 3 clusters Score -252964.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -253002.828125 Penalty: 804.742737
	Iteration 11Q: 3 clusters Score -253002.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -253039.062500 Penalty: 804.742737
	Iteration 12Q: 3 clusters Score -253039.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -253078.062500 Penalty: 804.742737
	Iteration 13Q: 3 clusters Score -253078.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -253103.546875 Penalty: 804.742737
	Iteration 14Q: 3 clusters Score -253103.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -253126.828125 Penalty: 804.742737
	Iteration 15Q: 3 clusters Score -253126.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -253145.546875 Penalty: 804.742737
	Iteration 16Q: 3 clusters Score -253145.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -253159.343750 Penalty: 804.742737
	Iteration 17Q: 3 clusters Score -253159.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -253172.343750 Penalty: 804.742737
	Iteration 18Q: 3 clusters Score -253172.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -253181.500000 Penalty: 804.742737
	Iteration 19Q: 3 clusters Score -253181.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -253194.906250 Penalty: 804.742737
	Iteration 20F: 3 clusters Score -253194.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -253205.500000 Penalty: 804.742737
	Iteration 21Q: 3 clusters Score -253205.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -253213.250000 Penalty: 804.742737
	Iteration 22Q: 3 clusters Score -253213.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -253221.609375 Penalty: 804.742737
	Iteration 23Q: 3 clusters Score -253221.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -253226.031250 Penalty: 804.742737
	Iteration 24Q: 3 clusters Score -253226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -253228.703125 Penalty: 804.742737
	Iteration 25Q: 3 clusters Score -253228.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -253231.812500 Penalty: 804.742737
	Iteration 26Q: 3 clusters Score -253231.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -253232.421875 Penalty: 804.742737
	Iteration 27Q: 3 clusters Score -253232.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -253233.765625 Penalty: 804.742737
	Iteration 28Q: 3 clusters Score -253233.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -253235.421875 Penalty: 804.742737
	Iteration 29Q: 3 clusters Score -253235.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -253237.250000 Penalty: 804.742737
	Iteration 30Q: 3 clusters Score -253237.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -253238.296875 Penalty: 804.742737
	Iteration 31Q: 3 clusters Score -253238.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -253240.000000 Penalty: 804.742737
	Iteration 32Q: 3 clusters Score -253240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -253241.578125 Penalty: 804.742737
	Iteration 33Q: 3 clusters Score -253241.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -253243.859375 Penalty: 804.742737
	Iteration 34Q: 3 clusters Score -253243.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -253244.859375 Penalty: 804.742737
	Iteration 35Q: 3 clusters Score -253244.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -253245.546875 Penalty: 804.742737
	Iteration 36Q: 3 clusters Score -253245.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -253245.828125 Penalty: 804.742737
	Iteration 37Q: 3 clusters Score -253245.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -253245.640625 Penalty: 804.742737
	Iteration 38Q: 3 clusters Score -253245.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -253246.015625 Penalty: 804.742737
	Iteration 39Q: 3 clusters Score -253246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -253247.171875 Penalty: 804.742737
	Iteration 40F: 3 clusters Score -253247.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -253247.984375 Penalty: 804.742737
	Iteration 41Q: 3 clusters Score -253248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -253248.250000 Penalty: 804.742737
	Iteration 42Q: 3 clusters Score -253248.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -253248.156250 Penalty: 804.742737
	Iteration 43Q: 3 clusters Score -253248.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -253249.281250 Penalty: 804.742737
	Iteration 44Q: 3 clusters Score -253249.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -253250.390625 Penalty: 804.742737
	Iteration 45Q: 3 clusters Score -253250.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -253250.546875 Penalty: 804.742737
	Iteration 46Q: 3 clusters Score -253250.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -253250.546875 Penalty: 804.742737
	Iteration 47F: 3 clusters Score -253250.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 7089 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 10983 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 589225 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 2751 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 11226 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1566 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563894 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21237 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 2764 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 1925 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11830 members 
Mstep: Class 41 contains 12307 members 
Mstep: Class 42 contains 4355 members 
Mstep: Class 43 contains 7307 members 
Mstep: Class 44 contains 348 members 
Mstep: Class 45 contains 609 members 
Entering Unmasked Estep 
Score: -50385576.000000 Penalty: 28958.546875
Splitting cluster 11 changes total score from -50385852.000000 to -50385576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Entering Unmasked Estep 
Score: -32186.750000 Penalty: 310.951965
	Iteration 0F: 2 clusters Score -32186.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -31419.494141 Penalty: 621.903931
	Iteration 0F: 3 clusters Score -31419.49 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -31650.814453 Penalty: 621.903931
	Iteration 1F: 3 clusters Score -31650.81 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -31716.400391 Penalty: 621.903931
	Iteration 2F: 3 clusters Score -31716.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -31746.783203 Penalty: 621.903931
	Iteration 3F: 3 clusters Score -31746.78 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -31786.404297 Penalty: 621.903931
	Iteration 4Q: 3 clusters Score -31786.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -31826.160156 Penalty: 621.903931
	Iteration 5Q: 3 clusters Score -31826.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -31854.857422 Penalty: 621.903931
	Iteration 6F: 3 clusters Score -31854.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -31874.480469 Penalty: 621.903931
	Iteration 7Q: 3 clusters Score -31874.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -31891.500000 Penalty: 621.903931
	Iteration 8Q: 3 clusters Score -31891.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -31904.267578 Penalty: 621.903931
	Iteration 9Q: 3 clusters Score -31904.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -31917.404297 Penalty: 621.903931
	Iteration 10Q: 3 clusters Score -31917.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -31922.509766 Penalty: 621.903931
	Iteration 11Q: 3 clusters Score -31922.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -31926.767578 Penalty: 621.903931
	Iteration 12Q: 3 clusters Score -31926.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -31929.498047 Penalty: 621.903931
	Iteration 13Q: 3 clusters Score -31929.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -31931.501953 Penalty: 621.903931
	Iteration 14Q: 3 clusters Score -31931.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -31935.146484 Penalty: 621.903931
	Iteration 15Q: 3 clusters Score -31935.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -31941.648438 Penalty: 621.903931
	Iteration 16Q: 3 clusters Score -31941.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -31951.302734 Penalty: 621.903931
	Iteration 17Q: 3 clusters Score -31951.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -31958.527344 Penalty: 621.903931
	Iteration 18Q: 3 clusters Score -31958.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -31960.705078 Penalty: 621.903931
	Iteration 19Q: 3 clusters Score -31960.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -31961.966797 Penalty: 621.903931
	Iteration 20F: 3 clusters Score -31961.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -31964.568359 Penalty: 621.903931
	Iteration 21Q: 3 clusters Score -31964.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -31967.259766 Penalty: 621.903931
	Iteration 22Q: 3 clusters Score -31967.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -31970.314453 Penalty: 621.903931
	Iteration 23Q: 3 clusters Score -31970.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -31972.001953 Penalty: 621.903931
	Iteration 24Q: 3 clusters Score -31972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -31972.458984 Penalty: 621.903931
	Iteration 25Q: 3 clusters Score -31972.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -31972.458984 Penalty: 621.903931
	Iteration 26F: 3 clusters Score -31972.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Entering Unmasked Estep 
Score: -213409.015625 Penalty: 393.962616
	Iteration 0F: 2 clusters Score -213409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -209582.140625 Penalty: 787.925232
	Iteration 0F: 3 clusters Score -209582.1 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -210928.781250 Penalty: 787.925232
	Iteration 1F: 3 clusters Score -210928.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -211043.671875 Penalty: 787.925232
	Iteration 2F: 3 clusters Score -211043.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -211184.296875 Penalty: 787.925232
	Iteration 3F: 3 clusters Score -211184.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -211361.984375 Penalty: 787.925232
	Iteration 4F: 3 clusters Score -211362 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -211638.109375 Penalty: 787.925232
	Iteration 5F: 3 clusters Score -211638.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -211986.109375 Penalty: 787.925232
	Iteration 6F: 3 clusters Score -211986.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -212294.437500 Penalty: 787.925232
	Iteration 7F: 3 clusters Score -212294.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -212529.437500 Penalty: 787.925232
	Iteration 8Q: 3 clusters Score -212529.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -212696.703125 Penalty: 787.925232
	Iteration 9Q: 3 clusters Score -212696.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -212813.593750 Penalty: 787.925232
	Iteration 10Q: 3 clusters Score -212813.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -212892.281250 Penalty: 787.925232
	Iteration 11Q: 3 clusters Score -212892.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -212952.687500 Penalty: 787.925232
	Iteration 12Q: 3 clusters Score -212952.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -212986.828125 Penalty: 787.925232
	Iteration 13Q: 3 clusters Score -212986.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -213019.390625 Penalty: 787.925232
	Iteration 14Q: 3 clusters Score -213019.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -213035.671875 Penalty: 787.925232
	Iteration 15Q: 3 clusters Score -213035.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -213046.640625 Penalty: 787.925232
	Iteration 16Q: 3 clusters Score -213046.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -213052.968750 Penalty: 787.925232
	Iteration 17Q: 3 clusters Score -213053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -213059.609375 Penalty: 787.925232
	Iteration 18Q: 3 clusters Score -213059.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -213064.140625 Penalty: 787.925232
	Iteration 19Q: 3 clusters Score -213064.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -213065.437500 Penalty: 787.925232
	Iteration 20F: 3 clusters Score -213065.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -213066.484375 Penalty: 787.925232
	Iteration 21Q: 3 clusters Score -213066.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -213066.484375 Penalty: 787.925232
	Iteration 22F: 3 clusters Score -213066.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Entering Unmasked Estep 
Score: -369544.968750 Penalty: 419.369812
	Iteration 0F: 2 clusters Score -369545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -362874.937500 Penalty: 838.739624
	Iteration 0F: 3 clusters Score -362874.9 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -365683.718750 Penalty: 838.739624
	Iteration 1F: 3 clusters Score -365683.7 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -366101.687500 Penalty: 838.739624
	Iteration 2F: 3 clusters Score -366101.7 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -366661.656250 Penalty: 838.739624
	Iteration 3F: 3 clusters Score -366661.7 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -367216.343750 Penalty: 838.739624
	Iteration 4F: 3 clusters Score -367216.3 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -367636.437500 Penalty: 838.739624
	Iteration 5F: 3 clusters Score -367636.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -367955.593750 Penalty: 838.739624
	Iteration 6F: 3 clusters Score -367955.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -368217.468750 Penalty: 838.739624
	Iteration 7Q: 3 clusters Score -368217.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -368391.250000 Penalty: 838.739624
	Iteration 8Q: 3 clusters Score -368391.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -368509.937500 Penalty: 838.739624
	Iteration 9Q: 3 clusters Score -368509.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -368615.406250 Penalty: 838.739624
	Iteration 10Q: 3 clusters Score -368615.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -368709.062500 Penalty: 838.739624
	Iteration 11Q: 3 clusters Score -368709.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -368785.687500 Penalty: 838.739624
	Iteration 12Q: 3 clusters Score -368785.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -368851.031250 Penalty: 838.739624
	Iteration 13Q: 3 clusters Score -368851 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -368897.750000 Penalty: 838.739624
	Iteration 14Q: 3 clusters Score -368897.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -368939.781250 Penalty: 838.739624
	Iteration 15Q: 3 clusters Score -368939.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -368991.343750 Penalty: 838.739624
	Iteration 16Q: 3 clusters Score -368991.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -369044.312500 Penalty: 838.739624
	Iteration 17Q: 3 clusters Score -369044.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -369089.875000 Penalty: 838.739624
	Iteration 18Q: 3 clusters Score -369089.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -369134.468750 Penalty: 838.739624
	Iteration 19Q: 3 clusters Score -369134.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -369186.906250 Penalty: 838.739624
	Iteration 20F: 3 clusters Score -369186.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -369248.062500 Penalty: 838.739624
	Iteration 21Q: 3 clusters Score -369248.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -369327.781250 Penalty: 838.739624
	Iteration 22Q: 3 clusters Score -369327.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -369352.843750 Penalty: 838.739624
	Iteration 23Q: 3 clusters Score -369352.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -369363.906250 Penalty: 838.739624
	Iteration 24Q: 3 clusters Score -369363.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -369372.812500 Penalty: 838.739624
	Iteration 25Q: 3 clusters Score -369372.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -369380.218750 Penalty: 838.739624
	Iteration 26Q: 3 clusters Score -369380.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -369387.250000 Penalty: 838.739624
	Iteration 27Q: 3 clusters Score -369387.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -369391.906250 Penalty: 838.739624
	Iteration 28Q: 3 clusters Score -369391.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -369394.656250 Penalty: 838.739624
	Iteration 29Q: 3 clusters Score -369394.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -369397.468750 Penalty: 838.739624
	Iteration 30Q: 3 clusters Score -369397.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -369398.906250 Penalty: 838.739624
	Iteration 31Q: 3 clusters Score -369398.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -369398.500000 Penalty: 838.739624
	Iteration 32Q: 3 clusters Score -369398.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -369398.531250 Penalty: 838.739624
	Iteration 33Q: 3 clusters Score -369398.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -369398.531250 Penalty: 838.739624
	Iteration 34F: 3 clusters Score -369398.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Entering Unmasked Estep 
Score: -402439.875000 Penalty: 423.336731
	Iteration 0F: 2 clusters Score -402439.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -395121.375000 Penalty: 846.673462
	Iteration 0F: 3 clusters Score -395121.4 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -398241.218750 Penalty: 846.673462
	Iteration 1F: 3 clusters Score -398241.2 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -398612.375000 Penalty: 846.673462
	Iteration 2F: 3 clusters Score -398612.4 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -399104.468750 Penalty: 846.673462
	Iteration 3F: 3 clusters Score -399104.5 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -399699.750000 Penalty: 846.673462
	Iteration 4F: 3 clusters Score -399699.8 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -400238.437500 Penalty: 846.673462
	Iteration 5F: 3 clusters Score -400238.4 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -400696.750000 Penalty: 846.673462
	Iteration 6F: 3 clusters Score -400696.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -401007.000000 Penalty: 846.673462
	Iteration 7Q: 3 clusters Score -401007 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -401145.875000 Penalty: 846.673462
	Iteration 8Q: 3 clusters Score -401145.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -401252.125000 Penalty: 846.673462
	Iteration 9Q: 3 clusters Score -401252.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -401356.593750 Penalty: 846.673462
	Iteration 10Q: 3 clusters Score -401356.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -401465.406250 Penalty: 846.673462
	Iteration 11Q: 3 clusters Score -401465.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -401552.468750 Penalty: 846.673462
	Iteration 12Q: 3 clusters Score -401552.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -401617.281250 Penalty: 846.673462
	Iteration 13Q: 3 clusters Score -401617.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -401665.187500 Penalty: 846.673462
	Iteration 14Q: 3 clusters Score -401665.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -401704.718750 Penalty: 846.673462
	Iteration 15Q: 3 clusters Score -401704.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -401733.968750 Penalty: 846.673462
	Iteration 16Q: 3 clusters Score -401734 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -401756.656250 Penalty: 846.673462
	Iteration 17Q: 3 clusters Score -401756.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -401774.281250 Penalty: 846.673462
	Iteration 18Q: 3 clusters Score -401774.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -401791.593750 Penalty: 846.673462
	Iteration 19Q: 3 clusters Score -401791.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -401811.906250 Penalty: 846.673462
	Iteration 20F: 3 clusters Score -401811.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -401831.687500 Penalty: 846.673462
	Iteration 21Q: 3 clusters Score -401831.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -401847.531250 Penalty: 846.673462
	Iteration 22Q: 3 clusters Score -401847.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -401866.468750 Penalty: 846.673462
	Iteration 23Q: 3 clusters Score -401866.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -401888.187500 Penalty: 846.673462
	Iteration 24Q: 3 clusters Score -401888.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -401906.250000 Penalty: 846.673462
	Iteration 25Q: 3 clusters Score -401906.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -401927.437500 Penalty: 846.673462
	Iteration 26Q: 3 clusters Score -401927.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -401940.812500 Penalty: 846.673462
	Iteration 27Q: 3 clusters Score -401940.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -401947.468750 Penalty: 846.673462
	Iteration 28Q: 3 clusters Score -401947.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -401953.687500 Penalty: 846.673462
	Iteration 29Q: 3 clusters Score -401953.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -401957.625000 Penalty: 846.673462
	Iteration 30Q: 3 clusters Score -401957.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -401961.562500 Penalty: 846.673462
	Iteration 31Q: 3 clusters Score -401961.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -401964.593750 Penalty: 846.673462
	Iteration 32Q: 3 clusters Score -401964.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -401967.906250 Penalty: 846.673462
	Iteration 33Q: 3 clusters Score -401967.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -401972.000000 Penalty: 846.673462
	Iteration 34Q: 3 clusters Score -401972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -401975.156250 Penalty: 846.673462
	Iteration 35Q: 3 clusters Score -401975.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -401980.312500 Penalty: 846.673462
	Iteration 36Q: 3 clusters Score -401980.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -401983.531250 Penalty: 846.673462
	Iteration 37Q: 3 clusters Score -401983.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -401986.718750 Penalty: 846.673462
	Iteration 38Q: 3 clusters Score -401986.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -401989.218750 Penalty: 846.673462
	Iteration 39Q: 3 clusters Score -401989.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -401991.531250 Penalty: 846.673462
	Iteration 40F: 3 clusters Score -401991.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -401995.000000 Penalty: 846.673462
	Iteration 41Q: 3 clusters Score -401995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -401996.406250 Penalty: 846.673462
	Iteration 42Q: 3 clusters Score -401996.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -401995.687500 Penalty: 846.673462
	Iteration 43Q: 3 clusters Score -401995.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -401997.906250 Penalty: 846.673462
	Iteration 44Q: 3 clusters Score -401997.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -401998.062500 Penalty: 846.673462
	Iteration 45Q: 3 clusters Score -401998.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -401997.906250 Penalty: 846.673462
	Iteration 46Q: 3 clusters Score -401997.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -401999.281250 Penalty: 846.673462
	Iteration 47Q: 3 clusters Score -401999.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -402000.656250 Penalty: 846.673462
	Iteration 48Q: 3 clusters Score -402000.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -402004.468750 Penalty: 846.673462
	Iteration 49Q: 3 clusters Score -402004.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -402006.750000 Penalty: 846.673462
	Iteration 50Q: 3 clusters Score -402006.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -402010.750000 Penalty: 846.673462
	Iteration 51Q: 3 clusters Score -402010.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -402014.812500 Penalty: 846.673462
	Iteration 52Q: 3 clusters Score -402014.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -402018.093750 Penalty: 846.673462
	Iteration 53Q: 3 clusters Score -402018.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -402020.312500 Penalty: 846.673462
	Iteration 54Q: 3 clusters Score -402020.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -402022.687500 Penalty: 846.673462
	Iteration 55Q: 3 clusters Score -402022.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -402024.375000 Penalty: 846.673462
	Iteration 56Q: 3 clusters Score -402024.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -402028.218750 Penalty: 846.673462
	Iteration 57Q: 3 clusters Score -402028.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -402030.656250 Penalty: 846.673462
	Iteration 58Q: 3 clusters Score -402030.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -402032.781250 Penalty: 846.673462
	Iteration 59Q: 3 clusters Score -402032.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -402034.062500 Penalty: 846.673462
	Iteration 60F: 3 clusters Score -402034.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -402035.187500 Penalty: 846.673462
	Iteration 61Q: 3 clusters Score -402035.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -402037.656250 Penalty: 846.673462
	Iteration 62Q: 3 clusters Score -402037.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -402039.406250 Penalty: 846.673462
	Iteration 63Q: 3 clusters Score -402039.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -402040.937500 Penalty: 846.673462
	Iteration 64Q: 3 clusters Score -402040.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -402042.562500 Penalty: 846.673462
	Iteration 65Q: 3 clusters Score -402042.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -402043.687500 Penalty: 846.673462
	Iteration 66Q: 3 clusters Score -402043.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -402044.875000 Penalty: 846.673462
	Iteration 67Q: 3 clusters Score -402044.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -402044.875000 Penalty: 846.673462
	Iteration 68Q: 3 clusters Score -402044.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -402045.281250 Penalty: 846.673462
	Iteration 69Q: 3 clusters Score -402045.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -402043.750000 Penalty: 846.673462
	Iteration 70Q: 3 clusters Score -402043.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -402044.843750 Penalty: 846.673462
	Iteration 71Q: 3 clusters Score -402044.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -402046.437500 Penalty: 846.673462
	Iteration 72Q: 3 clusters Score -402046.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -402046.093750 Penalty: 846.673462
	Iteration 73Q: 3 clusters Score -402046.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -402046.593750 Penalty: 846.673462
	Iteration 74Q: 3 clusters Score -402046.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -402047.593750 Penalty: 846.673462
	Iteration 75Q: 3 clusters Score -402047.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -402048.406250 Penalty: 846.673462
	Iteration 76Q: 3 clusters Score -402048.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -402048.125000 Penalty: 846.673462
	Iteration 77Q: 3 clusters Score -402048.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -402048.750000 Penalty: 846.673462
	Iteration 78Q: 3 clusters Score -402048.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -402049.750000 Penalty: 846.673462
	Iteration 79Q: 3 clusters Score -402049.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -402049.406250 Penalty: 846.673462
	Iteration 80F: 3 clusters Score -402049.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -402049.968750 Penalty: 846.673462
	Iteration 81Q: 3 clusters Score -402050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -402050.500000 Penalty: 846.673462
	Iteration 82Q: 3 clusters Score -402050.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -402050.312500 Penalty: 846.673462
	Iteration 83Q: 3 clusters Score -402050.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -402051.250000 Penalty: 846.673462
	Iteration 84Q: 3 clusters Score -402051.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -402050.406250 Penalty: 846.673462
	Iteration 85Q: 3 clusters Score -402050.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -402050.750000 Penalty: 846.673462
	Iteration 86Q: 3 clusters Score -402050.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -402051.718750 Penalty: 846.673462
	Iteration 87Q: 3 clusters Score -402051.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -402052.031250 Penalty: 846.673462
	Iteration 88Q: 3 clusters Score -402052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -402052.375000 Penalty: 846.673462
	Iteration 89Q: 3 clusters Score -402052.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -402053.218750 Penalty: 846.673462
	Iteration 90Q: 3 clusters Score -402053.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -402053.375000 Penalty: 846.673462
	Iteration 91Q: 3 clusters Score -402053.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -402053.000000 Penalty: 846.673462
	Iteration 92Q: 3 clusters Score -402053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -402053.343750 Penalty: 846.673462
	Iteration 93Q: 3 clusters Score -402053.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -402054.031250 Penalty: 846.673462
	Iteration 94Q: 3 clusters Score -402054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -402057.125000 Penalty: 846.673462
	Iteration 95Q: 3 clusters Score -402057.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -402059.406250 Penalty: 846.673462
	Iteration 96Q: 3 clusters Score -402059.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -402060.375000 Penalty: 846.673462
	Iteration 97Q: 3 clusters Score -402060.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -402062.281250 Penalty: 846.673462
	Iteration 98Q: 3 clusters Score -402062.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -402064.843750 Penalty: 846.673462
	Iteration 99Q: 3 clusters Score -402064.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -402065.343750 Penalty: 846.673462
	Iteration 100F: 3 clusters Score -402065.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -402066.406250 Penalty: 846.673462
	Iteration 101Q: 3 clusters Score -402066.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -402066.156250 Penalty: 846.673462
	Iteration 102Q: 3 clusters Score -402066.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -402067.531250 Penalty: 846.673462
	Iteration 103Q: 3 clusters Score -402067.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -402067.187500 Penalty: 846.673462
	Iteration 104Q: 3 clusters Score -402067.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -402067.656250 Penalty: 846.673462
	Iteration 105Q: 3 clusters Score -402067.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -402067.656250 Penalty: 846.673462
	Iteration 106Q: 3 clusters Score -402067.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -402068.531250 Penalty: 846.673462
	Iteration 107Q: 3 clusters Score -402068.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -402069.187500 Penalty: 846.673462
	Iteration 108Q: 3 clusters Score -402069.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -402070.000000 Penalty: 846.673462
	Iteration 109Q: 3 clusters Score -402070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -402070.812500 Penalty: 846.673462
	Iteration 110Q: 3 clusters Score -402070.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -402070.281250 Penalty: 846.673462
	Iteration 111Q: 3 clusters Score -402070.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -402073.250000 Penalty: 846.673462
	Iteration 112Q: 3 clusters Score -402073.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -402074.281250 Penalty: 846.673462
	Iteration 113Q: 3 clusters Score -402074.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -402076.218750 Penalty: 846.673462
	Iteration 114Q: 3 clusters Score -402076.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -402077.250000 Penalty: 846.673462
	Iteration 115Q: 3 clusters Score -402077.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -402078.656250 Penalty: 846.673462
	Iteration 116Q: 3 clusters Score -402078.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -402079.656250 Penalty: 846.673462
	Iteration 117Q: 3 clusters Score -402079.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -402079.968750 Penalty: 846.673462
	Iteration 118Q: 3 clusters Score -402080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -402081.937500 Penalty: 846.673462
	Iteration 119Q: 3 clusters Score -402081.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -402082.218750 Penalty: 846.673462
	Iteration 120F: 3 clusters Score -402082.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -402084.750000 Penalty: 846.673462
	Iteration 121Q: 3 clusters Score -402084.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -402086.625000 Penalty: 846.673462
	Iteration 122Q: 3 clusters Score -402086.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -402087.250000 Penalty: 846.673462
	Iteration 123Q: 3 clusters Score -402087.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -402088.312500 Penalty: 846.673462
	Iteration 124Q: 3 clusters Score -402088.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -402090.125000 Penalty: 846.673462
	Iteration 125Q: 3 clusters Score -402090.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -402090.062500 Penalty: 846.673462
	Iteration 126Q: 3 clusters Score -402090.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -402091.250000 Penalty: 846.673462
	Iteration 127Q: 3 clusters Score -402091.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -402091.031250 Penalty: 846.673462
	Iteration 128Q: 3 clusters Score -402091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -402091.937500 Penalty: 846.673462
	Iteration 129Q: 3 clusters Score -402091.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -402091.437500 Penalty: 846.673462
	Iteration 130Q: 3 clusters Score -402091.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -402091.812500 Penalty: 846.673462
	Iteration 131Q: 3 clusters Score -402091.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -402091.593750 Penalty: 846.673462
	Iteration 132Q: 3 clusters Score -402091.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -402091.125000 Penalty: 846.673462
	Iteration 133Q: 3 clusters Score -402091.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -402091.593750 Penalty: 846.673462
	Iteration 134Q: 3 clusters Score -402091.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -402092.750000 Penalty: 846.673462
	Iteration 135Q: 3 clusters Score -402092.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -402092.812500 Penalty: 846.673462
	Iteration 136Q: 3 clusters Score -402092.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -402092.281250 Penalty: 846.673462
	Iteration 137Q: 3 clusters Score -402092.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -402092.218750 Penalty: 846.673462
	Iteration 138Q: 3 clusters Score -402092.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -402093.000000 Penalty: 846.673462
	Iteration 139Q: 3 clusters Score -402093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -402093.031250 Penalty: 846.673462
	Iteration 140F: 3 clusters Score -402093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -402093.562500 Penalty: 846.673462
	Iteration 141Q: 3 clusters Score -402093.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -402094.187500 Penalty: 846.673462
	Iteration 142Q: 3 clusters Score -402094.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -402094.718750 Penalty: 846.673462
	Iteration 143Q: 3 clusters Score -402094.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -402095.437500 Penalty: 846.673462
	Iteration 144Q: 3 clusters Score -402095.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -402095.187500 Penalty: 846.673462
	Iteration 145Q: 3 clusters Score -402095.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -402095.375000 Penalty: 846.673462
	Iteration 146Q: 3 clusters Score -402095.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -402095.937500 Penalty: 846.673462
	Iteration 147Q: 3 clusters Score -402095.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -402095.468750 Penalty: 846.673462
	Iteration 148Q: 3 clusters Score -402095.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -402095.468750 Penalty: 846.673462
	Iteration 149F: 3 clusters Score -402095.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -30883.507812 Penalty: 307.756775
	Iteration 0F: 2 clusters Score -30883.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -30153.304688 Penalty: 615.513550
	Iteration 0F: 3 clusters Score -30153.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -30378.945312 Penalty: 615.513550
	Iteration 1F: 3 clusters Score -30378.95 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -30453.785156 Penalty: 615.513550
	Iteration 2F: 3 clusters Score -30453.79 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -30514.572266 Penalty: 615.513550
	Iteration 3F: 3 clusters Score -30514.57 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -30569.072266 Penalty: 615.513550
	Iteration 4F: 3 clusters Score -30569.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -30595.232422 Penalty: 615.513550
	Iteration 5Q: 3 clusters Score -30595.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -30616.796875 Penalty: 615.513550
	Iteration 6Q: 3 clusters Score -30616.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -30635.150391 Penalty: 615.513550
	Iteration 7Q: 3 clusters Score -30635.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -30649.626953 Penalty: 615.513550
	Iteration 8Q: 3 clusters Score -30649.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -30656.191406 Penalty: 615.513550
	Iteration 9Q: 3 clusters Score -30656.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -30659.339844 Penalty: 615.513550
	Iteration 10Q: 3 clusters Score -30659.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -30659.791016 Penalty: 615.513550
	Iteration 11Q: 3 clusters Score -30659.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -30659.791016 Penalty: 615.513550
	Iteration 12F: 3 clusters Score -30659.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Entering Unmasked Estep 
Score: -145156.328125 Penalty: 375.981628
	Iteration 0F: 2 clusters Score -145156.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -142521.921875 Penalty: 751.963257
	Iteration 0F: 3 clusters Score -142521.9 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -143451.718750 Penalty: 751.963257
	Iteration 1F: 3 clusters Score -143451.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -143622.125000 Penalty: 751.963257
	Iteration 2F: 3 clusters Score -143622.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -143810.281250 Penalty: 751.963257
	Iteration 3F: 3 clusters Score -143810.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -143986.796875 Penalty: 751.963257
	Iteration 4F: 3 clusters Score -143986.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -144169.828125 Penalty: 751.963257
	Iteration 5F: 3 clusters Score -144169.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -144339.484375 Penalty: 751.963257
	Iteration 6F: 3 clusters Score -144339.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -144445.890625 Penalty: 751.963257
	Iteration 7Q: 3 clusters Score -144445.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -144500.593750 Penalty: 751.963257
	Iteration 8Q: 3 clusters Score -144500.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -144522.656250 Penalty: 751.963257
	Iteration 9Q: 3 clusters Score -144522.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -144534.500000 Penalty: 751.963257
	Iteration 10Q: 3 clusters Score -144534.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -144548.609375 Penalty: 751.963257
	Iteration 11Q: 3 clusters Score -144548.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -144562.093750 Penalty: 751.963257
	Iteration 12Q: 3 clusters Score -144562.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -144574.453125 Penalty: 751.963257
	Iteration 13Q: 3 clusters Score -144574.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -144593.468750 Penalty: 751.963257
	Iteration 14Q: 3 clusters Score -144593.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -144618.843750 Penalty: 751.963257
	Iteration 15Q: 3 clusters Score -144618.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -144643.921875 Penalty: 751.963257
	Iteration 16Q: 3 clusters Score -144643.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -144665.250000 Penalty: 751.963257
	Iteration 17Q: 3 clusters Score -144665.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -144684.046875 Penalty: 751.963257
	Iteration 18Q: 3 clusters Score -144684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -144698.953125 Penalty: 751.963257
	Iteration 19Q: 3 clusters Score -144699 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -144714.734375 Penalty: 751.963257
	Iteration 20F: 3 clusters Score -144714.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -144725.390625 Penalty: 751.963257
	Iteration 21Q: 3 clusters Score -144725.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -144733.437500 Penalty: 751.963257
	Iteration 22Q: 3 clusters Score -144733.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -144741.359375 Penalty: 751.963257
	Iteration 23Q: 3 clusters Score -144741.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -144750.531250 Penalty: 751.963257
	Iteration 24Q: 3 clusters Score -144750.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -144758.843750 Penalty: 751.963257
	Iteration 25Q: 3 clusters Score -144758.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -144766.640625 Penalty: 751.963257
	Iteration 26Q: 3 clusters Score -144766.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -144772.203125 Penalty: 751.963257
	Iteration 27Q: 3 clusters Score -144772.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -144776.859375 Penalty: 751.963257
	Iteration 28Q: 3 clusters Score -144776.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -144783.062500 Penalty: 751.963257
	Iteration 29Q: 3 clusters Score -144783.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -144787.656250 Penalty: 751.963257
	Iteration 30Q: 3 clusters Score -144787.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -144790.078125 Penalty: 751.963257
	Iteration 31Q: 3 clusters Score -144790.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -144790.781250 Penalty: 751.963257
	Iteration 32Q: 3 clusters Score -144790.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -144791.046875 Penalty: 751.963257
	Iteration 33Q: 3 clusters Score -144791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -144791.906250 Penalty: 751.963257
	Iteration 34Q: 3 clusters Score -144791.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -144792.609375 Penalty: 751.963257
	Iteration 35Q: 3 clusters Score -144792.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -144792.687500 Penalty: 751.963257
	Iteration 36Q: 3 clusters Score -144792.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -144793.484375 Penalty: 751.963257
	Iteration 37Q: 3 clusters Score -144793.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -144793.546875 Penalty: 751.963257
	Iteration 38Q: 3 clusters Score -144793.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -144794.234375 Penalty: 751.963257
	Iteration 39Q: 3 clusters Score -144794.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -144794.328125 Penalty: 751.963257
	Iteration 40F: 3 clusters Score -144794.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -144795.031250 Penalty: 751.963257
	Iteration 41Q: 3 clusters Score -144795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -144795.796875 Penalty: 751.963257
	Iteration 42Q: 3 clusters Score -144795.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -144796.687500 Penalty: 751.963257
	Iteration 43Q: 3 clusters Score -144796.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -144797.359375 Penalty: 751.963257
	Iteration 44Q: 3 clusters Score -144797.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -144797.796875 Penalty: 751.963257
	Iteration 45Q: 3 clusters Score -144797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -144797.968750 Penalty: 751.963257
	Iteration 46Q: 3 clusters Score -144798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -144798.750000 Penalty: 751.963257
	Iteration 47Q: 3 clusters Score -144798.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -144799.640625 Penalty: 751.963257
	Iteration 48Q: 3 clusters Score -144799.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -144800.390625 Penalty: 751.963257
	Iteration 49Q: 3 clusters Score -144800.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -144800.875000 Penalty: 751.963257
	Iteration 50Q: 3 clusters Score -144800.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -144801.312500 Penalty: 751.963257
	Iteration 51Q: 3 clusters Score -144801.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -144801.562500 Penalty: 751.963257
	Iteration 52Q: 3 clusters Score -144801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -144801.609375 Penalty: 751.963257
	Iteration 53Q: 3 clusters Score -144801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -144801.750000 Penalty: 751.963257
	Iteration 54Q: 3 clusters Score -144801.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -144801.812500 Penalty: 751.963257
	Iteration 55Q: 3 clusters Score -144801.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -144802.546875 Penalty: 751.963257
	Iteration 56Q: 3 clusters Score -144802.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -144802.812500 Penalty: 751.963257
	Iteration 57Q: 3 clusters Score -144802.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -144802.875000 Penalty: 751.963257
	Iteration 58Q: 3 clusters Score -144802.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -144802.875000 Penalty: 751.963257
	Iteration 59F: 3 clusters Score -144802.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (589225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589225 members 
Entering Unmasked Estep 
Score: -22328074.000000 Penalty: 604.538635
	Iteration 0F: 2 clusters Score -2.232807e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294551 members 
Mstep: Class 2 contains 294674 members 
Entering Unmasked Estep 
Score: -21930254.000000 Penalty: 1209.077271
	Iteration 0F: 3 clusters Score -2.193025e+07 nChanged 291697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287682 members 
Mstep: Class 2 contains 301543 members 
Entering Unmasked Estep 
Score: -22114540.000000 Penalty: 1209.077271
	Iteration 1F: 3 clusters Score -2.211454e+07 nChanged 22552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283024 members 
Mstep: Class 2 contains 306201 members 
Entering Unmasked Estep 
Score: -22122500.000000 Penalty: 1209.077271
	Iteration 2Q: 3 clusters Score -2.21225e+07 nChanged 27122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276050 members 
Mstep: Class 2 contains 313175 members 
Entering Unmasked Estep 
Score: -22134354.000000 Penalty: 1209.077271
	Iteration 3Q: 3 clusters Score -2.213435e+07 nChanged 32471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266567 members 
Mstep: Class 2 contains 322658 members 
Entering Unmasked Estep 
Score: -22153164.000000 Penalty: 1209.077271
	Iteration 4F: 3 clusters Score -2.215316e+07 nChanged 37101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255920 members 
Mstep: Class 2 contains 333305 members 
Entering Unmasked Estep 
Score: -22179442.000000 Penalty: 1209.077271
	Iteration 5F: 3 clusters Score -2.217944e+07 nChanged 37643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246633 members 
Mstep: Class 2 contains 342592 members 
Entering Unmasked Estep 
Score: -22205534.000000 Penalty: 1209.077271
	Iteration 6F: 3 clusters Score -2.220553e+07 nChanged 30894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238745 members 
Mstep: Class 2 contains 350480 members 
Entering Unmasked Estep 
Score: -22221488.000000 Penalty: 1209.077271
	Iteration 7F: 3 clusters Score -2.222149e+07 nChanged 20047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230512 members 
Mstep: Class 2 contains 358713 members 
Entering Unmasked Estep 
Score: -22227572.000000 Penalty: 1209.077271
	Iteration 8Q: 3 clusters Score -2.222757e+07 nChanged 13369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221369 members 
Mstep: Class 2 contains 367856 members 
Entering Unmasked Estep 
Score: -22230676.000000 Penalty: 1209.077271
	Iteration 9Q: 3 clusters Score -2.223068e+07 nChanged 12304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211141 members 
Mstep: Class 2 contains 378084 members 
Entering Unmasked Estep 
Score: -22233734.000000 Penalty: 1209.077271
	Iteration 10Q: 3 clusters Score -2.223373e+07 nChanged 12973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200154 members 
Mstep: Class 2 contains 389071 members 
Entering Unmasked Estep 
Score: -22237120.000000 Penalty: 1209.077271
	Iteration 11Q: 3 clusters Score -2.223712e+07 nChanged 13794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188514 members 
Mstep: Class 2 contains 400711 members 
Entering Unmasked Estep 
Score: -22241232.000000 Penalty: 1209.077271
	Iteration 12Q: 3 clusters Score -2.224123e+07 nChanged 14663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176329 members 
Mstep: Class 2 contains 412896 members 
Entering Unmasked Estep 
Score: -22246492.000000 Penalty: 1209.077271
	Iteration 13Q: 3 clusters Score -2.224649e+07 nChanged 15124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163879 members 
Mstep: Class 2 contains 425346 members 
Entering Unmasked Estep 
Score: -22252294.000000 Penalty: 1209.077271
	Iteration 14Q: 3 clusters Score -2.225229e+07 nChanged 15351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151456 members 
Mstep: Class 2 contains 437769 members 
Entering Unmasked Estep 
Score: -22258718.000000 Penalty: 1209.077271
	Iteration 15Q: 3 clusters Score -2.225872e+07 nChanged 15243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139489 members 
Mstep: Class 2 contains 449736 members 
Entering Unmasked Estep 
Score: -22266254.000000 Penalty: 1209.077271
	Iteration 16Q: 3 clusters Score -2.226625e+07 nChanged 14823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128558 members 
Mstep: Class 2 contains 460667 members 
Entering Unmasked Estep 
Score: -22274620.000000 Penalty: 1209.077271
	Iteration 17Q: 3 clusters Score -2.227462e+07 nChanged 14049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119081 members 
Mstep: Class 2 contains 470144 members 
Entering Unmasked Estep 
Score: -22283952.000000 Penalty: 1209.077271
	Iteration 18Q: 3 clusters Score -2.228395e+07 nChanged 12797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111506 members 
Mstep: Class 2 contains 477719 members 
Entering Unmasked Estep 
Score: -22293604.000000 Penalty: 1209.077271
	Iteration 19Q: 3 clusters Score -2.22936e+07 nChanged 10851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106217 members 
Mstep: Class 2 contains 483008 members 
Entering Unmasked Estep 
Score: -22301984.000000 Penalty: 1209.077271
	Iteration 20F: 3 clusters Score -2.230198e+07 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102787 members 
Mstep: Class 2 contains 486438 members 
Entering Unmasked Estep 
Score: -22307940.000000 Penalty: 1209.077271
	Iteration 21Q: 3 clusters Score -2.230794e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100698 members 
Mstep: Class 2 contains 488527 members 
Entering Unmasked Estep 
Score: -22310782.000000 Penalty: 1209.077271
	Iteration 22Q: 3 clusters Score -2.231078e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99502 members 
Mstep: Class 2 contains 489723 members 
Entering Unmasked Estep 
Score: -22312232.000000 Penalty: 1209.077271
	Iteration 23Q: 3 clusters Score -2.231223e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98812 members 
Mstep: Class 2 contains 490413 members 
Entering Unmasked Estep 
Score: -22312942.000000 Penalty: 1209.077271
	Iteration 24Q: 3 clusters Score -2.231294e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98352 members 
Mstep: Class 2 contains 490873 members 
Entering Unmasked Estep 
Score: -22313300.000000 Penalty: 1209.077271
	Iteration 25Q: 3 clusters Score -2.23133e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98015 members 
Mstep: Class 2 contains 491210 members 
Entering Unmasked Estep 
Score: -22313414.000000 Penalty: 1209.077271
	Iteration 26Q: 3 clusters Score -2.231341e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97687 members 
Mstep: Class 2 contains 491538 members 
Entering Unmasked Estep 
Score: -22313572.000000 Penalty: 1209.077271
	Iteration 27Q: 3 clusters Score -2.231357e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97384 members 
Mstep: Class 2 contains 491841 members 
Entering Unmasked Estep 
Score: -22313652.000000 Penalty: 1209.077271
	Iteration 28Q: 3 clusters Score -2.231365e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97060 members 
Mstep: Class 2 contains 492165 members 
Entering Unmasked Estep 
Score: -22313642.000000 Penalty: 1209.077271
	Iteration 29Q: 3 clusters Score -2.231364e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96809 members 
Mstep: Class 2 contains 492416 members 
Entering Unmasked Estep 
Score: -22313678.000000 Penalty: 1209.077271
	Iteration 30Q: 3 clusters Score -2.231368e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96572 members 
Mstep: Class 2 contains 492653 members 
Entering Unmasked Estep 
Score: -22313684.000000 Penalty: 1209.077271
	Iteration 31Q: 3 clusters Score -2.231368e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96348 members 
Mstep: Class 2 contains 492877 members 
Entering Unmasked Estep 
Score: -22313738.000000 Penalty: 1209.077271
	Iteration 32Q: 3 clusters Score -2.231374e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96157 members 
Mstep: Class 2 contains 493068 members 
Entering Unmasked Estep 
Score: -22313694.000000 Penalty: 1209.077271
	Iteration 33Q: 3 clusters Score -2.231369e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95992 members 
Mstep: Class 2 contains 493233 members 
Entering Unmasked Estep 
Score: -22313710.000000 Penalty: 1209.077271
	Iteration 34Q: 3 clusters Score -2.231371e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95831 members 
Mstep: Class 2 contains 493394 members 
Entering Unmasked Estep 
Score: -22313748.000000 Penalty: 1209.077271
	Iteration 35Q: 3 clusters Score -2.231375e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95693 members 
Mstep: Class 2 contains 493532 members 
Entering Unmasked Estep 
Score: -22313752.000000 Penalty: 1209.077271
	Iteration 36Q: 3 clusters Score -2.231375e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95572 members 
Mstep: Class 2 contains 493653 members 
Entering Unmasked Estep 
Score: -22313756.000000 Penalty: 1209.077271
	Iteration 37Q: 3 clusters Score -2.231376e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95468 members 
Mstep: Class 2 contains 493757 members 
Entering Unmasked Estep 
Score: -22313788.000000 Penalty: 1209.077271
	Iteration 38Q: 3 clusters Score -2.231379e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95376 members 
Mstep: Class 2 contains 493849 members 
Entering Unmasked Estep 
Score: -22313804.000000 Penalty: 1209.077271
	Iteration 39Q: 3 clusters Score -2.23138e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95273 members 
Mstep: Class 2 contains 493952 members 
Entering Unmasked Estep 
Score: -22313784.000000 Penalty: 1209.077271
	Iteration 40F: 3 clusters Score -2.231378e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95182 members 
Mstep: Class 2 contains 494043 members 
Entering Unmasked Estep 
Score: -22313766.000000 Penalty: 1209.077271
	Iteration 41Q: 3 clusters Score -2.231377e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95107 members 
Mstep: Class 2 contains 494118 members 
Entering Unmasked Estep 
Score: -22313762.000000 Penalty: 1209.077271
	Iteration 42Q: 3 clusters Score -2.231376e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95040 members 
Mstep: Class 2 contains 494185 members 
Entering Unmasked Estep 
Score: -22313774.000000 Penalty: 1209.077271
	Iteration 43Q: 3 clusters Score -2.231377e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94954 members 
Mstep: Class 2 contains 494271 members 
Entering Unmasked Estep 
Score: -22313808.000000 Penalty: 1209.077271
	Iteration 44Q: 3 clusters Score -2.231381e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94893 members 
Mstep: Class 2 contains 494332 members 
Entering Unmasked Estep 
Score: -22313786.000000 Penalty: 1209.077271
	Iteration 45Q: 3 clusters Score -2.231379e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94841 members 
Mstep: Class 2 contains 494384 members 
Entering Unmasked Estep 
Score: -22313744.000000 Penalty: 1209.077271
	Iteration 46Q: 3 clusters Score -2.231374e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94795 members 
Mstep: Class 2 contains 494430 members 
Entering Unmasked Estep 
Score: -22313760.000000 Penalty: 1209.077271
	Iteration 47Q: 3 clusters Score -2.231376e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94756 members 
Mstep: Class 2 contains 494469 members 
Entering Unmasked Estep 
Score: -22313772.000000 Penalty: 1209.077271
	Iteration 48Q: 3 clusters Score -2.231377e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94713 members 
Mstep: Class 2 contains 494512 members 
Entering Unmasked Estep 
Score: -22313760.000000 Penalty: 1209.077271
	Iteration 49Q: 3 clusters Score -2.231376e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94681 members 
Mstep: Class 2 contains 494544 members 
Entering Unmasked Estep 
Score: -22313784.000000 Penalty: 1209.077271
	Iteration 50Q: 3 clusters Score -2.231378e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94654 members 
Mstep: Class 2 contains 494571 members 
Entering Unmasked Estep 
Score: -22313776.000000 Penalty: 1209.077271
	Iteration 51Q: 3 clusters Score -2.231378e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94627 members 
Mstep: Class 2 contains 494598 members 
Entering Unmasked Estep 
Score: -22313796.000000 Penalty: 1209.077271
	Iteration 52Q: 3 clusters Score -2.23138e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94589 members 
Mstep: Class 2 contains 494636 members 
Entering Unmasked Estep 
Score: -22313824.000000 Penalty: 1209.077271
	Iteration 53Q: 3 clusters Score -2.231382e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94555 members 
Mstep: Class 2 contains 494670 members 
Entering Unmasked Estep 
Score: -22313830.000000 Penalty: 1209.077271
	Iteration 54Q: 3 clusters Score -2.231383e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94525 members 
Mstep: Class 2 contains 494700 members 
Entering Unmasked Estep 
Score: -22313796.000000 Penalty: 1209.077271
	Iteration 55Q: 3 clusters Score -2.23138e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94507 members 
Mstep: Class 2 contains 494718 members 
Entering Unmasked Estep 
Score: -22313804.000000 Penalty: 1209.077271
	Iteration 56Q: 3 clusters Score -2.23138e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94487 members 
Mstep: Class 2 contains 494738 members 
Entering Unmasked Estep 
Score: -22313792.000000 Penalty: 1209.077271
	Iteration 57Q: 3 clusters Score -2.231379e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94465 members 
Mstep: Class 2 contains 494760 members 
Entering Unmasked Estep 
Score: -22313794.000000 Penalty: 1209.077271
	Iteration 58Q: 3 clusters Score -2.231379e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94441 members 
Mstep: Class 2 contains 494784 members 
Entering Unmasked Estep 
Score: -22313782.000000 Penalty: 1209.077271
	Iteration 59Q: 3 clusters Score -2.231378e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94415 members 
Mstep: Class 2 contains 494810 members 
Entering Unmasked Estep 
Score: -22313788.000000 Penalty: 1209.077271
	Iteration 60F: 3 clusters Score -2.231379e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94384 members 
Mstep: Class 2 contains 494841 members 
Entering Unmasked Estep 
Score: -22313796.000000 Penalty: 1209.077271
	Iteration 61Q: 3 clusters Score -2.23138e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94352 members 
Mstep: Class 2 contains 494873 members 
Entering Unmasked Estep 
Score: -22313760.000000 Penalty: 1209.077271
	Iteration 62Q: 3 clusters Score -2.231376e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94331 members 
Mstep: Class 2 contains 494894 members 
Entering Unmasked Estep 
Score: -22313780.000000 Penalty: 1209.077271
	Iteration 63Q: 3 clusters Score -2.231378e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94317 members 
Mstep: Class 2 contains 494908 members 
Entering Unmasked Estep 
Score: -22313778.000000 Penalty: 1209.077271
	Iteration 64Q: 3 clusters Score -2.231378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94312 members 
Mstep: Class 2 contains 494913 members 
Entering Unmasked Estep 
Score: -22313780.000000 Penalty: 1209.077271
	Iteration 65Q: 3 clusters Score -2.231378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94310 members 
Mstep: Class 2 contains 494915 members 
Entering Unmasked Estep 
Score: -22313788.000000 Penalty: 1209.077271
	Iteration 66Q: 3 clusters Score -2.231379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94305 members 
Mstep: Class 2 contains 494920 members 
Entering Unmasked Estep 
Score: -22313782.000000 Penalty: 1209.077271
	Iteration 67Q: 3 clusters Score -2.231378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94301 members 
Mstep: Class 2 contains 494924 members 
Entering Unmasked Estep 
Score: -22313782.000000 Penalty: 1209.077271
	Iteration 68Q: 3 clusters Score -2.231378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94297 members 
Mstep: Class 2 contains 494928 members 
Entering Unmasked Estep 
Score: -22313780.000000 Penalty: 1209.077271
	Iteration 69Q: 3 clusters Score -2.231378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94296 members 
Mstep: Class 2 contains 494929 members 
Entering Unmasked Estep 
Score: -22313780.000000 Penalty: 1209.077271
	Iteration 70Q: 3 clusters Score -2.231378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94291 members 
Mstep: Class 2 contains 494934 members 
Entering Unmasked Estep 
Score: -22313780.000000 Penalty: 1209.077271
	Iteration 71Q: 3 clusters Score -2.231378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94287 members 
Mstep: Class 2 contains 494938 members 
Entering Unmasked Estep 
Score: -22313766.000000 Penalty: 1209.077271
	Iteration 72Q: 3 clusters Score -2.231377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94282 members 
Mstep: Class 2 contains 494943 members 
Entering Unmasked Estep 
Score: -22313768.000000 Penalty: 1209.077271
	Iteration 73Q: 3 clusters Score -2.231377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94277 members 
Mstep: Class 2 contains 494948 members 
Entering Unmasked Estep 
Score: -22313774.000000 Penalty: 1209.077271
	Iteration 74Q: 3 clusters Score -2.231377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94273 members 
Mstep: Class 2 contains 494952 members 
Entering Unmasked Estep 
Score: -22313780.000000 Penalty: 1209.077271
	Iteration 75Q: 3 clusters Score -2.231378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94267 members 
Mstep: Class 2 contains 494958 members 
Entering Unmasked Estep 
Score: -22313790.000000 Penalty: 1209.077271
	Iteration 76Q: 3 clusters Score -2.231379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94264 members 
Mstep: Class 2 contains 494961 members 
Entering Unmasked Estep 
Score: -22313784.000000 Penalty: 1209.077271
	Iteration 77Q: 3 clusters Score -2.231378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94260 members 
Mstep: Class 2 contains 494965 members 
Entering Unmasked Estep 
Score: -22313794.000000 Penalty: 1209.077271
	Iteration 78Q: 3 clusters Score -2.231379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94257 members 
Mstep: Class 2 contains 494968 members 
Entering Unmasked Estep 
Score: -22313796.000000 Penalty: 1209.077271
	Iteration 79Q: 3 clusters Score -2.23138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94253 members 
Mstep: Class 2 contains 494972 members 
Entering Unmasked Estep 
Score: -22313806.000000 Penalty: 1209.077271
	Iteration 80F: 3 clusters Score -2.231381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94250 members 
Mstep: Class 2 contains 494975 members 
Entering Unmasked Estep 
Score: -22313802.000000 Penalty: 1209.077271
	Iteration 81Q: 3 clusters Score -2.23138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94247 members 
Mstep: Class 2 contains 494978 members 
Entering Unmasked Estep 
Score: -22313810.000000 Penalty: 1209.077271
	Iteration 82Q: 3 clusters Score -2.231381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94247 members 
Mstep: Class 2 contains 494978 members 
Entering Unmasked Estep 
Score: -22313806.000000 Penalty: 1209.077271
	Iteration 83Q: 3 clusters Score -2.231381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94248 members 
Mstep: Class 2 contains 494977 members 
Entering Unmasked Estep 
Score: -22313798.000000 Penalty: 1209.077271
	Iteration 84Q: 3 clusters Score -2.23138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94248 members 
Mstep: Class 2 contains 494977 members 
Entering Unmasked Estep 
Score: -22313790.000000 Penalty: 1209.077271
	Iteration 85Q: 3 clusters Score -2.231379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94249 members 
Mstep: Class 2 contains 494976 members 
Entering Unmasked Estep 
Score: -22313794.000000 Penalty: 1209.077271
	Iteration 86Q: 3 clusters Score -2.231379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94249 members 
Mstep: Class 2 contains 494976 members 
Entering Unmasked Estep 
Score: -22313794.000000 Penalty: 1209.077271
	Iteration 87F: 3 clusters Score -2.231379e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Entering Unmasked Estep 
Score: -229740.468750 Penalty: 399.644501
	Iteration 0F: 2 clusters Score -229740.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -225422.593750 Penalty: 799.289001
	Iteration 0F: 3 clusters Score -225422.6 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -227153.640625 Penalty: 799.289001
	Iteration 1F: 3 clusters Score -227153.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -227336.109375 Penalty: 799.289001
	Iteration 2F: 3 clusters Score -227336.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -227517.343750 Penalty: 799.289001
	Iteration 3F: 3 clusters Score -227517.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -227700.984375 Penalty: 799.289001
	Iteration 4F: 3 clusters Score -227701 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -227895.437500 Penalty: 799.289001
	Iteration 5F: 3 clusters Score -227895.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -228087.500000 Penalty: 799.289001
	Iteration 6F: 3 clusters Score -228087.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -228287.546875 Penalty: 799.289001
	Iteration 7F: 3 clusters Score -228287.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -228495.953125 Penalty: 799.289001
	Iteration 8Q: 3 clusters Score -228496 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -228694.359375 Penalty: 799.289001
	Iteration 9Q: 3 clusters Score -228694.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -228855.000000 Penalty: 799.289001
	Iteration 10Q: 3 clusters Score -228855 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -228998.265625 Penalty: 799.289001
	Iteration 11Q: 3 clusters Score -228998.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -229114.828125 Penalty: 799.289001
	Iteration 12Q: 3 clusters Score -229114.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -229194.296875 Penalty: 799.289001
	Iteration 13Q: 3 clusters Score -229194.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -229246.046875 Penalty: 799.289001
	Iteration 14Q: 3 clusters Score -229246 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -229291.218750 Penalty: 799.289001
	Iteration 15Q: 3 clusters Score -229291.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -229326.343750 Penalty: 799.289001
	Iteration 16Q: 3 clusters Score -229326.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -229347.984375 Penalty: 799.289001
	Iteration 17Q: 3 clusters Score -229348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -229372.015625 Penalty: 799.289001
	Iteration 18Q: 3 clusters Score -229372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -229383.843750 Penalty: 799.289001
	Iteration 19Q: 3 clusters Score -229383.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -229393.046875 Penalty: 799.289001
	Iteration 20F: 3 clusters Score -229393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -229401.250000 Penalty: 799.289001
	Iteration 21Q: 3 clusters Score -229401.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -229405.265625 Penalty: 799.289001
	Iteration 22Q: 3 clusters Score -229405.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -229408.250000 Penalty: 799.289001
	Iteration 23Q: 3 clusters Score -229408.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -229409.625000 Penalty: 799.289001
	Iteration 24Q: 3 clusters Score -229409.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -229410.000000 Penalty: 799.289001
	Iteration 25Q: 3 clusters Score -229410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -229410.000000 Penalty: 799.289001
	Iteration 26F: 3 clusters Score -229410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Entering Unmasked Estep 
Score: -100886.945312 Penalty: 360.347260
	Iteration 0F: 2 clusters Score -100886.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -98982.109375 Penalty: 720.694519
	Iteration 0F: 3 clusters Score -98982.11 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -99851.367188 Penalty: 720.694519
	Iteration 1F: 3 clusters Score -99851.37 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -100142.382812 Penalty: 720.694519
	Iteration 2F: 3 clusters Score -100142.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -100422.367188 Penalty: 720.694519
	Iteration 3F: 3 clusters Score -100422.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -100607.156250 Penalty: 720.694519
	Iteration 4F: 3 clusters Score -100607.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -100726.421875 Penalty: 720.694519
	Iteration 5Q: 3 clusters Score -100726.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -100768.835938 Penalty: 720.694519
	Iteration 6Q: 3 clusters Score -100768.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -100783.648438 Penalty: 720.694519
	Iteration 7Q: 3 clusters Score -100783.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -100791.867188 Penalty: 720.694519
	Iteration 8Q: 3 clusters Score -100791.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -100798.148438 Penalty: 720.694519
	Iteration 9Q: 3 clusters Score -100798.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -100802.335938 Penalty: 720.694519
	Iteration 10Q: 3 clusters Score -100802.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -100806.882812 Penalty: 720.694519
	Iteration 11Q: 3 clusters Score -100806.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -100811.507812 Penalty: 720.694519
	Iteration 12Q: 3 clusters Score -100811.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -100813.804688 Penalty: 720.694519
	Iteration 13Q: 3 clusters Score -100813.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -100816.187500 Penalty: 720.694519
	Iteration 14Q: 3 clusters Score -100816.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -100818.320312 Penalty: 720.694519
	Iteration 15Q: 3 clusters Score -100818.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -100820.210938 Penalty: 720.694519
	Iteration 16Q: 3 clusters Score -100820.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -100821.695312 Penalty: 720.694519
	Iteration 17Q: 3 clusters Score -100821.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -100822.890625 Penalty: 720.694519
	Iteration 18Q: 3 clusters Score -100822.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -100824.218750 Penalty: 720.694519
	Iteration 19Q: 3 clusters Score -100824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -100824.664062 Penalty: 720.694519
	Iteration 20F: 3 clusters Score -100824.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -100824.656250 Penalty: 720.694519
	Iteration 21Q: 3 clusters Score -100824.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -100824.656250 Penalty: 720.694519
	Iteration 22F: 3 clusters Score -100824.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Entering Unmasked Estep 
Score: -360484.906250 Penalty: 418.202301
	Iteration 0F: 2 clusters Score -360484.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -353976.000000 Penalty: 836.404602
	Iteration 0F: 3 clusters Score -353976 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -356868.343750 Penalty: 836.404602
	Iteration 1F: 3 clusters Score -356868.3 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -357285.343750 Penalty: 836.404602
	Iteration 2F: 3 clusters Score -357285.3 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -357872.781250 Penalty: 836.404602
	Iteration 3F: 3 clusters Score -357872.8 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -358550.593750 Penalty: 836.404602
	Iteration 4F: 3 clusters Score -358550.6 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -359195.187500 Penalty: 836.404602
	Iteration 5F: 3 clusters Score -359195.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -359688.031250 Penalty: 836.404602
	Iteration 6F: 3 clusters Score -359688 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -359985.687500 Penalty: 836.404602
	Iteration 7Q: 3 clusters Score -359985.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -360127.062500 Penalty: 836.404602
	Iteration 8Q: 3 clusters Score -360127.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -360204.968750 Penalty: 836.404602
	Iteration 9Q: 3 clusters Score -360205 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -360258.218750 Penalty: 836.404602
	Iteration 10Q: 3 clusters Score -360258.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -360297.906250 Penalty: 836.404602
	Iteration 11Q: 3 clusters Score -360297.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -360319.968750 Penalty: 836.404602
	Iteration 12Q: 3 clusters Score -360320 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -360342.625000 Penalty: 836.404602
	Iteration 13Q: 3 clusters Score -360342.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -360363.843750 Penalty: 836.404602
	Iteration 14Q: 3 clusters Score -360363.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -360385.375000 Penalty: 836.404602
	Iteration 15Q: 3 clusters Score -360385.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -360406.062500 Penalty: 836.404602
	Iteration 16Q: 3 clusters Score -360406.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -360421.281250 Penalty: 836.404602
	Iteration 17Q: 3 clusters Score -360421.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -360436.812500 Penalty: 836.404602
	Iteration 18Q: 3 clusters Score -360436.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -360446.375000 Penalty: 836.404602
	Iteration 19Q: 3 clusters Score -360446.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -360455.531250 Penalty: 836.404602
	Iteration 20F: 3 clusters Score -360455.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -360459.593750 Penalty: 836.404602
	Iteration 21Q: 3 clusters Score -360459.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -360462.125000 Penalty: 836.404602
	Iteration 22Q: 3 clusters Score -360462.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -360464.125000 Penalty: 836.404602
	Iteration 23Q: 3 clusters Score -360464.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -360466.156250 Penalty: 836.404602
	Iteration 24Q: 3 clusters Score -360466.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -360468.500000 Penalty: 836.404602
	Iteration 25Q: 3 clusters Score -360468.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -360469.843750 Penalty: 836.404602
	Iteration 26Q: 3 clusters Score -360469.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -360472.812500 Penalty: 836.404602
	Iteration 27Q: 3 clusters Score -360472.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -360475.031250 Penalty: 836.404602
	Iteration 28Q: 3 clusters Score -360475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -360476.406250 Penalty: 836.404602
	Iteration 29Q: 3 clusters Score -360476.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -360477.531250 Penalty: 836.404602
	Iteration 30Q: 3 clusters Score -360477.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -360478.156250 Penalty: 836.404602
	Iteration 31Q: 3 clusters Score -360478.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -360477.937500 Penalty: 836.404602
	Iteration 32Q: 3 clusters Score -360477.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -360478.062500 Penalty: 836.404602
	Iteration 33Q: 3 clusters Score -360478.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -360477.937500 Penalty: 836.404602
	Iteration 34Q: 3 clusters Score -360477.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -360478.375000 Penalty: 836.404602
	Iteration 35Q: 3 clusters Score -360478.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -360478.375000 Penalty: 836.404602
	Iteration 36F: 3 clusters Score -360478.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Entering Unmasked Estep 
Score: -410940.406250 Penalty: 424.332458
	Iteration 0F: 2 clusters Score -410940.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -403439.250000 Penalty: 848.664917
	Iteration 0F: 3 clusters Score -403439.2 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -406395.968750 Penalty: 848.664917
	Iteration 1F: 3 clusters Score -406396 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -406568.062500 Penalty: 848.664917
	Iteration 2Q: 3 clusters Score -406568.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -406770.687500 Penalty: 848.664917
	Iteration 3Q: 3 clusters Score -406770.7 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -407018.656250 Penalty: 848.664917
	Iteration 4F: 3 clusters Score -407018.7 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -407306.343750 Penalty: 848.664917
	Iteration 5F: 3 clusters Score -407306.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -407637.343750 Penalty: 848.664917
	Iteration 6F: 3 clusters Score -407637.3 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -408077.500000 Penalty: 848.664917
	Iteration 7F: 3 clusters Score -408077.5 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -408473.437500 Penalty: 848.664917
	Iteration 8F: 3 clusters Score -408473.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -408749.687500 Penalty: 848.664917
	Iteration 9Q: 3 clusters Score -408749.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -408964.687500 Penalty: 848.664917
	Iteration 10Q: 3 clusters Score -408964.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -409133.156250 Penalty: 848.664917
	Iteration 11Q: 3 clusters Score -409133.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -409245.281250 Penalty: 848.664917
	Iteration 12Q: 3 clusters Score -409245.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -409307.625000 Penalty: 848.664917
	Iteration 13Q: 3 clusters Score -409307.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -409342.593750 Penalty: 848.664917
	Iteration 14Q: 3 clusters Score -409342.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -409380.125000 Penalty: 848.664917
	Iteration 15Q: 3 clusters Score -409380.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -409428.781250 Penalty: 848.664917
	Iteration 16Q: 3 clusters Score -409428.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -409494.156250 Penalty: 848.664917
	Iteration 17Q: 3 clusters Score -409494.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -409568.281250 Penalty: 848.664917
	Iteration 18Q: 3 clusters Score -409568.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -409672.906250 Penalty: 848.664917
	Iteration 19Q: 3 clusters Score -409672.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -409801.687500 Penalty: 848.664917
	Iteration 20F: 3 clusters Score -409801.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -409922.812500 Penalty: 848.664917
	Iteration 21Q: 3 clusters Score -409922.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -410009.812500 Penalty: 848.664917
	Iteration 22Q: 3 clusters Score -410009.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -410074.406250 Penalty: 848.664917
	Iteration 23Q: 3 clusters Score -410074.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -410129.906250 Penalty: 848.664917
	Iteration 24Q: 3 clusters Score -410129.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -410175.125000 Penalty: 848.664917
	Iteration 25Q: 3 clusters Score -410175.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -410210.406250 Penalty: 848.664917
	Iteration 26Q: 3 clusters Score -410210.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -410239.218750 Penalty: 848.664917
	Iteration 27Q: 3 clusters Score -410239.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -410257.812500 Penalty: 848.664917
	Iteration 28Q: 3 clusters Score -410257.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -410269.593750 Penalty: 848.664917
	Iteration 29Q: 3 clusters Score -410269.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -410285.968750 Penalty: 848.664917
	Iteration 30Q: 3 clusters Score -410286 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -410301.093750 Penalty: 848.664917
	Iteration 31Q: 3 clusters Score -410301.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -410315.968750 Penalty: 848.664917
	Iteration 32Q: 3 clusters Score -410316 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -410331.187500 Penalty: 848.664917
	Iteration 33Q: 3 clusters Score -410331.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -410346.437500 Penalty: 848.664917
	Iteration 34Q: 3 clusters Score -410346.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -410360.468750 Penalty: 848.664917
	Iteration 35Q: 3 clusters Score -410360.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -410377.562500 Penalty: 848.664917
	Iteration 36Q: 3 clusters Score -410377.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -410391.281250 Penalty: 848.664917
	Iteration 37Q: 3 clusters Score -410391.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -410400.437500 Penalty: 848.664917
	Iteration 38Q: 3 clusters Score -410400.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -410407.218750 Penalty: 848.664917
	Iteration 39Q: 3 clusters Score -410407.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -410416.281250 Penalty: 848.664917
	Iteration 40F: 3 clusters Score -410416.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -410424.468750 Penalty: 848.664917
	Iteration 41Q: 3 clusters Score -410424.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -410432.250000 Penalty: 848.664917
	Iteration 42Q: 3 clusters Score -410432.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -410437.437500 Penalty: 848.664917
	Iteration 43Q: 3 clusters Score -410437.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -410444.562500 Penalty: 848.664917
	Iteration 44Q: 3 clusters Score -410444.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -410453.718750 Penalty: 848.664917
	Iteration 45Q: 3 clusters Score -410453.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -410460.843750 Penalty: 848.664917
	Iteration 46Q: 3 clusters Score -410460.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -410470.125000 Penalty: 848.664917
	Iteration 47Q: 3 clusters Score -410470.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -410476.781250 Penalty: 848.664917
	Iteration 48Q: 3 clusters Score -410476.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -410483.062500 Penalty: 848.664917
	Iteration 49Q: 3 clusters Score -410483.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -410490.718750 Penalty: 848.664917
	Iteration 50Q: 3 clusters Score -410490.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -410497.156250 Penalty: 848.664917
	Iteration 51Q: 3 clusters Score -410497.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -410503.343750 Penalty: 848.664917
	Iteration 52Q: 3 clusters Score -410503.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -410507.406250 Penalty: 848.664917
	Iteration 53Q: 3 clusters Score -410507.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -410511.593750 Penalty: 848.664917
	Iteration 54Q: 3 clusters Score -410511.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -410515.500000 Penalty: 848.664917
	Iteration 55Q: 3 clusters Score -410515.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -410518.375000 Penalty: 848.664917
	Iteration 56Q: 3 clusters Score -410518.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -410520.812500 Penalty: 848.664917
	Iteration 57Q: 3 clusters Score -410520.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -410522.218750 Penalty: 848.664917
	Iteration 58Q: 3 clusters Score -410522.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -410524.593750 Penalty: 848.664917
	Iteration 59Q: 3 clusters Score -410524.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -410525.968750 Penalty: 848.664917
	Iteration 60F: 3 clusters Score -410526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -410527.750000 Penalty: 848.664917
	Iteration 61Q: 3 clusters Score -410527.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -410529.281250 Penalty: 848.664917
	Iteration 62Q: 3 clusters Score -410529.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -410530.906250 Penalty: 848.664917
	Iteration 63Q: 3 clusters Score -410530.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -410532.875000 Penalty: 848.664917
	Iteration 64Q: 3 clusters Score -410532.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -410536.093750 Penalty: 848.664917
	Iteration 65Q: 3 clusters Score -410536.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -410536.937500 Penalty: 848.664917
	Iteration 66Q: 3 clusters Score -410536.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -410537.500000 Penalty: 848.664917
	Iteration 67Q: 3 clusters Score -410537.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -410538.093750 Penalty: 848.664917
	Iteration 68Q: 3 clusters Score -410538.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -410538.437500 Penalty: 848.664917
	Iteration 69Q: 3 clusters Score -410538.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -410540.187500 Penalty: 848.664917
	Iteration 70Q: 3 clusters Score -410540.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -410539.937500 Penalty: 848.664917
	Iteration 71Q: 3 clusters Score -410539.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -410540.937500 Penalty: 848.664917
	Iteration 72Q: 3 clusters Score -410540.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -410541.625000 Penalty: 848.664917
	Iteration 73Q: 3 clusters Score -410541.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -410542.062500 Penalty: 848.664917
	Iteration 74Q: 3 clusters Score -410542.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -410541.687500 Penalty: 848.664917
	Iteration 75Q: 3 clusters Score -410541.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -410542.093750 Penalty: 848.664917
	Iteration 76Q: 3 clusters Score -410542.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -410543.031250 Penalty: 848.664917
	Iteration 77Q: 3 clusters Score -410543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -410544.218750 Penalty: 848.664917
	Iteration 78Q: 3 clusters Score -410544.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -410544.406250 Penalty: 848.664917
	Iteration 79Q: 3 clusters Score -410544.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -410543.500000 Penalty: 848.664917
	Iteration 80F: 3 clusters Score -410543.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -410544.406250 Penalty: 848.664917
	Iteration 81Q: 3 clusters Score -410544.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -410544.437500 Penalty: 848.664917
	Iteration 82Q: 3 clusters Score -410544.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -410545.250000 Penalty: 848.664917
	Iteration 83Q: 3 clusters Score -410545.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -410545.062500 Penalty: 848.664917
	Iteration 84Q: 3 clusters Score -410545.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -410545.062500 Penalty: 848.664917
	Iteration 85F: 3 clusters Score -410545.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Entering Unmasked Estep 
Score: -33083.203125 Penalty: 311.969025
	Iteration 0F: 2 clusters Score -33083.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -32320.812500 Penalty: 623.938049
	Iteration 0F: 3 clusters Score -32320.81 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -32549.550781 Penalty: 623.938049
	Iteration 1F: 3 clusters Score -32549.55 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -32606.386719 Penalty: 623.938049
	Iteration 2F: 3 clusters Score -32606.39 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -32648.314453 Penalty: 623.938049
	Iteration 3F: 3 clusters Score -32648.31 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -32675.978516 Penalty: 623.938049
	Iteration 4F: 3 clusters Score -32675.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -32685.986328 Penalty: 623.938049
	Iteration 5Q: 3 clusters Score -32685.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -32693.414062 Penalty: 623.938049
	Iteration 6Q: 3 clusters Score -32693.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -32700.568359 Penalty: 623.938049
	Iteration 7Q: 3 clusters Score -32700.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -32707.285156 Penalty: 623.938049
	Iteration 8Q: 3 clusters Score -32707.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -32715.751953 Penalty: 623.938049
	Iteration 9Q: 3 clusters Score -32715.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -32722.183594 Penalty: 623.938049
	Iteration 10Q: 3 clusters Score -32722.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -32728.431641 Penalty: 623.938049
	Iteration 11Q: 3 clusters Score -32728.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -32735.685547 Penalty: 623.938049
	Iteration 12Q: 3 clusters Score -32735.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -32740.443359 Penalty: 623.938049
	Iteration 13Q: 3 clusters Score -32740.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -32743.423828 Penalty: 623.938049
	Iteration 14Q: 3 clusters Score -32743.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -32747.750000 Penalty: 623.938049
	Iteration 15Q: 3 clusters Score -32747.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -32751.310547 Penalty: 623.938049
	Iteration 16Q: 3 clusters Score -32751.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32756.443359 Penalty: 623.938049
	Iteration 17Q: 3 clusters Score -32756.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -32758.126953 Penalty: 623.938049
	Iteration 18Q: 3 clusters Score -32758.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -32759.412109 Penalty: 623.938049
	Iteration 19Q: 3 clusters Score -32759.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -32762.435547 Penalty: 623.938049
	Iteration 20F: 3 clusters Score -32762.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -32763.929688 Penalty: 623.938049
	Iteration 21Q: 3 clusters Score -32763.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32766.390625 Penalty: 623.938049
	Iteration 22Q: 3 clusters Score -32766.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32770.000000 Penalty: 623.938049
	Iteration 23Q: 3 clusters Score -32770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32770.937500 Penalty: 623.938049
	Iteration 24Q: 3 clusters Score -32770.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32771.164062 Penalty: 623.938049
	Iteration 25Q: 3 clusters Score -32771.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32771.425781 Penalty: 623.938049
	Iteration 26Q: 3 clusters Score -32771.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32771.449219 Penalty: 623.938049
	Iteration 27Q: 3 clusters Score -32771.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32771.929688 Penalty: 623.938049
	Iteration 28Q: 3 clusters Score -32771.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32772.882812 Penalty: 623.938049
	Iteration 29Q: 3 clusters Score -32772.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32772.882812 Penalty: 623.938049
	Iteration 30F: 3 clusters Score -32772.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Entering Unmasked Estep 
Score: -53121.011719 Penalty: 334.710724
	Iteration 0F: 2 clusters Score -53121.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -51949.613281 Penalty: 669.421448
	Iteration 0F: 3 clusters Score -51949.61 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -52328.675781 Penalty: 669.421448
	Iteration 1F: 3 clusters Score -52328.68 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -52425.457031 Penalty: 669.421448
	Iteration 2F: 3 clusters Score -52425.46 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -52491.332031 Penalty: 669.421448
	Iteration 3F: 3 clusters Score -52491.33 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -52545.914062 Penalty: 669.421448
	Iteration 4F: 3 clusters Score -52545.91 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -52595.046875 Penalty: 669.421448
	Iteration 5Q: 3 clusters Score -52595.05 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -52630.480469 Penalty: 669.421448
	Iteration 6Q: 3 clusters Score -52630.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -52647.246094 Penalty: 669.421448
	Iteration 7Q: 3 clusters Score -52647.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -52664.558594 Penalty: 669.421448
	Iteration 8Q: 3 clusters Score -52664.56 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -52679.218750 Penalty: 669.421448
	Iteration 9Q: 3 clusters Score -52679.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -52688.617188 Penalty: 669.421448
	Iteration 10Q: 3 clusters Score -52688.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -52693.578125 Penalty: 669.421448
	Iteration 11Q: 3 clusters Score -52693.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -52699.867188 Penalty: 669.421448
	Iteration 12Q: 3 clusters Score -52699.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -52712.113281 Penalty: 669.421448
	Iteration 13Q: 3 clusters Score -52712.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -52729.945312 Penalty: 669.421448
	Iteration 14Q: 3 clusters Score -52729.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -52754.507812 Penalty: 669.421448
	Iteration 15Q: 3 clusters Score -52754.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -52772.566406 Penalty: 669.421448
	Iteration 16Q: 3 clusters Score -52772.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -52781.875000 Penalty: 669.421448
	Iteration 17Q: 3 clusters Score -52781.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -52788.164062 Penalty: 669.421448
	Iteration 18Q: 3 clusters Score -52788.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -52792.992188 Penalty: 669.421448
	Iteration 19Q: 3 clusters Score -52792.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -52797.750000 Penalty: 669.421448
	Iteration 20F: 3 clusters Score -52797.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -52805.542969 Penalty: 669.421448
	Iteration 21Q: 3 clusters Score -52805.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -52813.445312 Penalty: 669.421448
	Iteration 22Q: 3 clusters Score -52813.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -52817.855469 Penalty: 669.421448
	Iteration 23Q: 3 clusters Score -52817.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -52822.417969 Penalty: 669.421448
	Iteration 24Q: 3 clusters Score -52822.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -52825.890625 Penalty: 669.421448
	Iteration 25Q: 3 clusters Score -52825.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -52832.457031 Penalty: 669.421448
	Iteration 26Q: 3 clusters Score -52832.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -52837.066406 Penalty: 669.421448
	Iteration 27Q: 3 clusters Score -52837.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -52840.703125 Penalty: 669.421448
	Iteration 28Q: 3 clusters Score -52840.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -52842.980469 Penalty: 669.421448
	Iteration 29Q: 3 clusters Score -52842.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -52843.550781 Penalty: 669.421448
	Iteration 30Q: 3 clusters Score -52843.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -52843.726562 Penalty: 669.421448
	Iteration 31Q: 3 clusters Score -52843.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -52844.089844 Penalty: 669.421448
	Iteration 32Q: 3 clusters Score -52844.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -52844.507812 Penalty: 669.421448
	Iteration 33Q: 3 clusters Score -52844.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -52844.777344 Penalty: 669.421448
	Iteration 34Q: 3 clusters Score -52844.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -52844.988281 Penalty: 669.421448
	Iteration 35Q: 3 clusters Score -52844.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -52844.988281 Penalty: 669.421448
	Iteration 36F: 3 clusters Score -52844.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Entering Unmasked Estep 
Score: -138293.203125 Penalty: 374.937531
	Iteration 0F: 2 clusters Score -138293.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -135643.781250 Penalty: 749.875061
	Iteration 0F: 3 clusters Score -135643.8 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -136619.500000 Penalty: 749.875061
	Iteration 1F: 3 clusters Score -136619.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -136694.031250 Penalty: 749.875061
	Iteration 2F: 3 clusters Score -136694 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -136759.437500 Penalty: 749.875061
	Iteration 3Q: 3 clusters Score -136759.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -136833.890625 Penalty: 749.875061
	Iteration 4Q: 3 clusters Score -136833.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -136943.812500 Penalty: 749.875061
	Iteration 5F: 3 clusters Score -136943.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -137095.656250 Penalty: 749.875061
	Iteration 6F: 3 clusters Score -137095.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -137282.640625 Penalty: 749.875061
	Iteration 7F: 3 clusters Score -137282.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -137493.625000 Penalty: 749.875061
	Iteration 8F: 3 clusters Score -137493.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -137683.093750 Penalty: 749.875061
	Iteration 9F: 3 clusters Score -137683.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -137810.390625 Penalty: 749.875061
	Iteration 10Q: 3 clusters Score -137810.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -137869.375000 Penalty: 749.875061
	Iteration 11Q: 3 clusters Score -137869.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -137914.468750 Penalty: 749.875061
	Iteration 12Q: 3 clusters Score -137914.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -137945.640625 Penalty: 749.875061
	Iteration 13Q: 3 clusters Score -137945.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -137957.984375 Penalty: 749.875061
	Iteration 14Q: 3 clusters Score -137958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -137963.843750 Penalty: 749.875061
	Iteration 15Q: 3 clusters Score -137963.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -137969.437500 Penalty: 749.875061
	Iteration 16Q: 3 clusters Score -137969.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -137971.359375 Penalty: 749.875061
	Iteration 17Q: 3 clusters Score -137971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -137974.000000 Penalty: 749.875061
	Iteration 18Q: 3 clusters Score -137974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -137976.359375 Penalty: 749.875061
	Iteration 19Q: 3 clusters Score -137976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -137979.703125 Penalty: 749.875061
	Iteration 20F: 3 clusters Score -137979.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -137980.250000 Penalty: 749.875061
	Iteration 21Q: 3 clusters Score -137980.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -137980.250000 Penalty: 749.875061
	Iteration 22F: 3 clusters Score -137980.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Entering Unmasked Estep 
Score: -490715.375000 Penalty: 432.498840
	Iteration 0F: 2 clusters Score -490715.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -481742.187500 Penalty: 864.997681
	Iteration 0F: 3 clusters Score -481742.2 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -485640.750000 Penalty: 864.997681
	Iteration 1F: 3 clusters Score -485640.8 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -485972.375000 Penalty: 864.997681
	Iteration 2F: 3 clusters Score -485972.4 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -486356.593750 Penalty: 864.997681
	Iteration 3F: 3 clusters Score -486356.6 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -486791.375000 Penalty: 864.997681
	Iteration 4F: 3 clusters Score -486791.4 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -487232.218750 Penalty: 864.997681
	Iteration 5F: 3 clusters Score -487232.2 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -487693.437500 Penalty: 864.997681
	Iteration 6F: 3 clusters Score -487693.4 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -488150.625000 Penalty: 864.997681
	Iteration 7F: 3 clusters Score -488150.6 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -488518.187500 Penalty: 864.997681
	Iteration 8Q: 3 clusters Score -488518.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -488814.812500 Penalty: 864.997681
	Iteration 9Q: 3 clusters Score -488814.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -489068.750000 Penalty: 864.997681
	Iteration 10Q: 3 clusters Score -489068.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -489290.156250 Penalty: 864.997681
	Iteration 11Q: 3 clusters Score -489290.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -489497.781250 Penalty: 864.997681
	Iteration 12Q: 3 clusters Score -489497.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -489691.000000 Penalty: 864.997681
	Iteration 13Q: 3 clusters Score -489691 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -489909.062500 Penalty: 864.997681
	Iteration 14Q: 3 clusters Score -489909.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -490109.750000 Penalty: 864.997681
	Iteration 15Q: 3 clusters Score -490109.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -490275.812500 Penalty: 864.997681
	Iteration 16Q: 3 clusters Score -490275.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -490404.843750 Penalty: 864.997681
	Iteration 17Q: 3 clusters Score -490404.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -490495.843750 Penalty: 864.997681
	Iteration 18Q: 3 clusters Score -490495.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -490565.468750 Penalty: 864.997681
	Iteration 19Q: 3 clusters Score -490565.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -490600.062500 Penalty: 864.997681
	Iteration 20F: 3 clusters Score -490600.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -490617.437500 Penalty: 864.997681
	Iteration 21Q: 3 clusters Score -490617.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -490633.781250 Penalty: 864.997681
	Iteration 22Q: 3 clusters Score -490633.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -490644.656250 Penalty: 864.997681
	Iteration 23Q: 3 clusters Score -490644.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -490653.875000 Penalty: 864.997681
	Iteration 24Q: 3 clusters Score -490653.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -490662.750000 Penalty: 864.997681
	Iteration 25Q: 3 clusters Score -490662.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -490670.125000 Penalty: 864.997681
	Iteration 26Q: 3 clusters Score -490670.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -490674.093750 Penalty: 864.997681
	Iteration 27Q: 3 clusters Score -490674.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -490677.156250 Penalty: 864.997681
	Iteration 28Q: 3 clusters Score -490677.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -490676.843750 Penalty: 864.997681
	Iteration 29Q: 3 clusters Score -490676.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -490676.562500 Penalty: 864.997681
	Iteration 30Q: 3 clusters Score -490676.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -490677.343750 Penalty: 864.997681
	Iteration 31Q: 3 clusters Score -490677.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -490678.812500 Penalty: 864.997681
	Iteration 32Q: 3 clusters Score -490678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -490678.500000 Penalty: 864.997681
	Iteration 33Q: 3 clusters Score -490678.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -490678.906250 Penalty: 864.997681
	Iteration 34Q: 3 clusters Score -490678.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -490678.500000 Penalty: 864.997681
	Iteration 35Q: 3 clusters Score -490678.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -490679.531250 Penalty: 864.997681
	Iteration 36Q: 3 clusters Score -490679.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -490679.531250 Penalty: 864.997681
	Iteration 37F: 3 clusters Score -490679.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (563894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563894 members 
Entering Unmasked Estep 
Score: -21737262.000000 Penalty: 602.539246
	Iteration 0F: 2 clusters Score -2.173726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281528 members 
Mstep: Class 2 contains 282366 members 
Entering Unmasked Estep 
Score: -21382578.000000 Penalty: 1205.078491
	Iteration 0F: 3 clusters Score -2.138258e+07 nChanged 278914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239866 members 
Mstep: Class 2 contains 324028 members 
Entering Unmasked Estep 
Score: -21561180.000000 Penalty: 1205.078491
	Iteration 1F: 3 clusters Score -2.156118e+07 nChanged 38832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209932 members 
Mstep: Class 2 contains 353962 members 
Entering Unmasked Estep 
Score: -21581816.000000 Penalty: 1205.078491
	Iteration 2F: 3 clusters Score -2.158182e+07 nChanged 45100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174382 members 
Mstep: Class 2 contains 389512 members 
Entering Unmasked Estep 
Score: -21608376.000000 Penalty: 1205.078491
	Iteration 3F: 3 clusters Score -2.160838e+07 nChanged 43183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140435 members 
Mstep: Class 2 contains 423459 members 
Entering Unmasked Estep 
Score: -21635064.000000 Penalty: 1205.078491
	Iteration 4F: 3 clusters Score -2.163506e+07 nChanged 34938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113563 members 
Mstep: Class 2 contains 450331 members 
Entering Unmasked Estep 
Score: -21658446.000000 Penalty: 1205.078491
	Iteration 5F: 3 clusters Score -2.165845e+07 nChanged 25349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96738 members 
Mstep: Class 2 contains 467156 members 
Entering Unmasked Estep 
Score: -21680130.000000 Penalty: 1205.078491
	Iteration 6Q: 3 clusters Score -2.168013e+07 nChanged 19034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88828 members 
Mstep: Class 2 contains 475066 members 
Entering Unmasked Estep 
Score: -21694516.000000 Penalty: 1205.078491
	Iteration 7Q: 3 clusters Score -2.169452e+07 nChanged 13099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85017 members 
Mstep: Class 2 contains 478877 members 
Entering Unmasked Estep 
Score: -21700298.000000 Penalty: 1205.078491
	Iteration 8Q: 3 clusters Score -2.17003e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 482313 members 
Entering Unmasked Estep 
Score: -21703040.000000 Penalty: 1205.078491
	Iteration 9Q: 3 clusters Score -2.170304e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78014 members 
Mstep: Class 2 contains 485880 members 
Entering Unmasked Estep 
Score: -21705390.000000 Penalty: 1205.078491
	Iteration 10Q: 3 clusters Score -2.170539e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74408 members 
Mstep: Class 2 contains 489486 members 
Entering Unmasked Estep 
Score: -21707600.000000 Penalty: 1205.078491
	Iteration 11Q: 3 clusters Score -2.17076e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70849 members 
Mstep: Class 2 contains 493045 members 
Entering Unmasked Estep 
Score: -21709924.000000 Penalty: 1205.078491
	Iteration 12Q: 3 clusters Score -2.170992e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67195 members 
Mstep: Class 2 contains 496699 members 
Entering Unmasked Estep 
Score: -21712146.000000 Penalty: 1205.078491
	Iteration 13Q: 3 clusters Score -2.171215e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63746 members 
Mstep: Class 2 contains 500148 members 
Entering Unmasked Estep 
Score: -21713878.000000 Penalty: 1205.078491
	Iteration 14Q: 3 clusters Score -2.171388e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60456 members 
Mstep: Class 2 contains 503438 members 
Entering Unmasked Estep 
Score: -21715606.000000 Penalty: 1205.078491
	Iteration 15Q: 3 clusters Score -2.171561e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57340 members 
Mstep: Class 2 contains 506554 members 
Entering Unmasked Estep 
Score: -21717212.000000 Penalty: 1205.078491
	Iteration 16Q: 3 clusters Score -2.171721e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 509569 members 
Entering Unmasked Estep 
Score: -21718436.000000 Penalty: 1205.078491
	Iteration 17Q: 3 clusters Score -2.171844e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 512458 members 
Entering Unmasked Estep 
Score: -21719540.000000 Penalty: 1205.078491
	Iteration 18Q: 3 clusters Score -2.171954e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 515235 members 
Entering Unmasked Estep 
Score: -21720540.000000 Penalty: 1205.078491
	Iteration 19Q: 3 clusters Score -2.172054e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 517913 members 
Entering Unmasked Estep 
Score: -21721592.000000 Penalty: 1205.078491
	Iteration 20F: 3 clusters Score -2.172159e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 520434 members 
Entering Unmasked Estep 
Score: -21722590.000000 Penalty: 1205.078491
	Iteration 21Q: 3 clusters Score -2.172259e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 522835 members 
Entering Unmasked Estep 
Score: -21723578.000000 Penalty: 1205.078491
	Iteration 22Q: 3 clusters Score -2.172358e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 525054 members 
Entering Unmasked Estep 
Score: -21724644.000000 Penalty: 1205.078491
	Iteration 23Q: 3 clusters Score -2.172464e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 527167 members 
Entering Unmasked Estep 
Score: -21725498.000000 Penalty: 1205.078491
	Iteration 24Q: 3 clusters Score -2.17255e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 529233 members 
Entering Unmasked Estep 
Score: -21726360.000000 Penalty: 1205.078491
	Iteration 25Q: 3 clusters Score -2.172636e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 531230 members 
Entering Unmasked Estep 
Score: -21727040.000000 Penalty: 1205.078491
	Iteration 26Q: 3 clusters Score -2.172704e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 533163 members 
Entering Unmasked Estep 
Score: -21727840.000000 Penalty: 1205.078491
	Iteration 27Q: 3 clusters Score -2.172784e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 534971 members 
Entering Unmasked Estep 
Score: -21728524.000000 Penalty: 1205.078491
	Iteration 28Q: 3 clusters Score -2.172852e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 536594 members 
Entering Unmasked Estep 
Score: -21729118.000000 Penalty: 1205.078491
	Iteration 29Q: 3 clusters Score -2.172912e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 538138 members 
Entering Unmasked Estep 
Score: -21729634.000000 Penalty: 1205.078491
	Iteration 30Q: 3 clusters Score -2.172963e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 539602 members 
Entering Unmasked Estep 
Score: -21730128.000000 Penalty: 1205.078491
	Iteration 31Q: 3 clusters Score -2.173013e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 540991 members 
Entering Unmasked Estep 
Score: -21730564.000000 Penalty: 1205.078491
	Iteration 32Q: 3 clusters Score -2.173056e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 542240 members 
Entering Unmasked Estep 
Score: -21731012.000000 Penalty: 1205.078491
	Iteration 33Q: 3 clusters Score -2.173101e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 543412 members 
Entering Unmasked Estep 
Score: -21731294.000000 Penalty: 1205.078491
	Iteration 34Q: 3 clusters Score -2.173129e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 544506 members 
Entering Unmasked Estep 
Score: -21731652.000000 Penalty: 1205.078491
	Iteration 35Q: 3 clusters Score -2.173165e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 545507 members 
Entering Unmasked Estep 
Score: -21731988.000000 Penalty: 1205.078491
	Iteration 36Q: 3 clusters Score -2.173199e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 546424 members 
Entering Unmasked Estep 
Score: -21732372.000000 Penalty: 1205.078491
	Iteration 37Q: 3 clusters Score -2.173237e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 547308 members 
Entering Unmasked Estep 
Score: -21732758.000000 Penalty: 1205.078491
	Iteration 38Q: 3 clusters Score -2.173276e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 548163 members 
Entering Unmasked Estep 
Score: -21733046.000000 Penalty: 1205.078491
	Iteration 39Q: 3 clusters Score -2.173305e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 548994 members 
Entering Unmasked Estep 
Score: -21733272.000000 Penalty: 1205.078491
	Iteration 40F: 3 clusters Score -2.173327e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 549750 members 
Entering Unmasked Estep 
Score: -21733532.000000 Penalty: 1205.078491
	Iteration 41Q: 3 clusters Score -2.173353e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 550411 members 
Entering Unmasked Estep 
Score: -21733724.000000 Penalty: 1205.078491
	Iteration 42Q: 3 clusters Score -2.173372e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 551055 members 
Entering Unmasked Estep 
Score: -21733956.000000 Penalty: 1205.078491
	Iteration 43Q: 3 clusters Score -2.173396e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 551636 members 
Entering Unmasked Estep 
Score: -21734068.000000 Penalty: 1205.078491
	Iteration 44Q: 3 clusters Score -2.173407e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 552175 members 
Entering Unmasked Estep 
Score: -21734252.000000 Penalty: 1205.078491
	Iteration 45Q: 3 clusters Score -2.173425e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 552706 members 
Entering Unmasked Estep 
Score: -21734266.000000 Penalty: 1205.078491
	Iteration 46Q: 3 clusters Score -2.173427e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 553207 members 
Entering Unmasked Estep 
Score: -21734384.000000 Penalty: 1205.078491
	Iteration 47Q: 3 clusters Score -2.173438e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 553699 members 
Entering Unmasked Estep 
Score: -21734520.000000 Penalty: 1205.078491
	Iteration 48Q: 3 clusters Score -2.173452e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 554139 members 
Entering Unmasked Estep 
Score: -21734614.000000 Penalty: 1205.078491
	Iteration 49Q: 3 clusters Score -2.173461e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 554560 members 
Entering Unmasked Estep 
Score: -21734798.000000 Penalty: 1205.078491
	Iteration 50Q: 3 clusters Score -2.17348e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 554929 members 
Entering Unmasked Estep 
Score: -21734972.000000 Penalty: 1205.078491
	Iteration 51Q: 3 clusters Score -2.173497e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 555273 members 
Entering Unmasked Estep 
Score: -21735058.000000 Penalty: 1205.078491
	Iteration 52Q: 3 clusters Score -2.173506e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 555584 members 
Entering Unmasked Estep 
Score: -21735152.000000 Penalty: 1205.078491
	Iteration 53Q: 3 clusters Score -2.173515e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 555881 members 
Entering Unmasked Estep 
Score: -21735294.000000 Penalty: 1205.078491
	Iteration 54Q: 3 clusters Score -2.173529e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 556138 members 
Entering Unmasked Estep 
Score: -21735348.000000 Penalty: 1205.078491
	Iteration 55Q: 3 clusters Score -2.173535e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 556375 members 
Entering Unmasked Estep 
Score: -21735436.000000 Penalty: 1205.078491
	Iteration 56Q: 3 clusters Score -2.173544e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 556612 members 
Entering Unmasked Estep 
Score: -21735524.000000 Penalty: 1205.078491
	Iteration 57Q: 3 clusters Score -2.173552e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 556837 members 
Entering Unmasked Estep 
Score: -21735606.000000 Penalty: 1205.078491
	Iteration 58Q: 3 clusters Score -2.173561e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 557046 members 
Entering Unmasked Estep 
Score: -21735680.000000 Penalty: 1205.078491
	Iteration 59Q: 3 clusters Score -2.173568e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 557266 members 
Entering Unmasked Estep 
Score: -21735810.000000 Penalty: 1205.078491
	Iteration 60F: 3 clusters Score -2.173581e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 557474 members 
Entering Unmasked Estep 
Score: -21735836.000000 Penalty: 1205.078491
	Iteration 61Q: 3 clusters Score -2.173584e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 557655 members 
Entering Unmasked Estep 
Score: -21735898.000000 Penalty: 1205.078491
	Iteration 62Q: 3 clusters Score -2.17359e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 557823 members 
Entering Unmasked Estep 
Score: -21735972.000000 Penalty: 1205.078491
	Iteration 63Q: 3 clusters Score -2.173597e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 557967 members 
Entering Unmasked Estep 
Score: -21735972.000000 Penalty: 1205.078491
	Iteration 64Q: 3 clusters Score -2.173597e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 558080 members 
Entering Unmasked Estep 
Score: -21736010.000000 Penalty: 1205.078491
	Iteration 65Q: 3 clusters Score -2.173601e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 558192 members 
Entering Unmasked Estep 
Score: -21736106.000000 Penalty: 1205.078491
	Iteration 66Q: 3 clusters Score -2.173611e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 558293 members 
Entering Unmasked Estep 
Score: -21736106.000000 Penalty: 1205.078491
	Iteration 67Q: 3 clusters Score -2.173611e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 558395 members 
Entering Unmasked Estep 
Score: -21736162.000000 Penalty: 1205.078491
	Iteration 68Q: 3 clusters Score -2.173616e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 558473 members 
Entering Unmasked Estep 
Score: -21736196.000000 Penalty: 1205.078491
	Iteration 69Q: 3 clusters Score -2.17362e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 558548 members 
Entering Unmasked Estep 
Score: -21736220.000000 Penalty: 1205.078491
	Iteration 70Q: 3 clusters Score -2.173622e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 558618 members 
Entering Unmasked Estep 
Score: -21736222.000000 Penalty: 1205.078491
	Iteration 71Q: 3 clusters Score -2.173622e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 558677 members 
Entering Unmasked Estep 
Score: -21736250.000000 Penalty: 1205.078491
	Iteration 72Q: 3 clusters Score -2.173625e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 558739 members 
Entering Unmasked Estep 
Score: -21736308.000000 Penalty: 1205.078491
	Iteration 73Q: 3 clusters Score -2.173631e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 558790 members 
Entering Unmasked Estep 
Score: -21736288.000000 Penalty: 1205.078491
	Iteration 74Q: 3 clusters Score -2.173629e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 558827 members 
Entering Unmasked Estep 
Score: -21736288.000000 Penalty: 1205.078491
	Iteration 75Q: 3 clusters Score -2.173629e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 558857 members 
Entering Unmasked Estep 
Score: -21736284.000000 Penalty: 1205.078491
	Iteration 76Q: 3 clusters Score -2.173628e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 558890 members 
Entering Unmasked Estep 
Score: -21736260.000000 Penalty: 1205.078491
	Iteration 77Q: 3 clusters Score -2.173626e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 558919 members 
Entering Unmasked Estep 
Score: -21736258.000000 Penalty: 1205.078491
	Iteration 78Q: 3 clusters Score -2.173626e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 558946 members 
Entering Unmasked Estep 
Score: -21736260.000000 Penalty: 1205.078491
	Iteration 79Q: 3 clusters Score -2.173626e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 558982 members 
Entering Unmasked Estep 
Score: -21736270.000000 Penalty: 1205.078491
	Iteration 80F: 3 clusters Score -2.173627e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 559014 members 
Entering Unmasked Estep 
Score: -21736290.000000 Penalty: 1205.078491
	Iteration 81Q: 3 clusters Score -2.173629e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 559041 members 
Entering Unmasked Estep 
Score: -21736274.000000 Penalty: 1205.078491
	Iteration 82Q: 3 clusters Score -2.173627e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 559069 members 
Entering Unmasked Estep 
Score: -21736260.000000 Penalty: 1205.078491
	Iteration 83Q: 3 clusters Score -2.173626e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 559100 members 
Entering Unmasked Estep 
Score: -21736284.000000 Penalty: 1205.078491
	Iteration 84Q: 3 clusters Score -2.173628e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 559127 members 
Entering Unmasked Estep 
Score: -21736272.000000 Penalty: 1205.078491
	Iteration 85Q: 3 clusters Score -2.173627e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 559159 members 
Entering Unmasked Estep 
Score: -21736314.000000 Penalty: 1205.078491
	Iteration 86Q: 3 clusters Score -2.173631e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 559186 members 
Entering Unmasked Estep 
Score: -21736298.000000 Penalty: 1205.078491
	Iteration 87Q: 3 clusters Score -2.17363e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 559211 members 
Entering Unmasked Estep 
Score: -21736306.000000 Penalty: 1205.078491
	Iteration 88Q: 3 clusters Score -2.173631e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 559240 members 
Entering Unmasked Estep 
Score: -21736314.000000 Penalty: 1205.078491
	Iteration 89Q: 3 clusters Score -2.173631e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 559265 members 
Entering Unmasked Estep 
Score: -21736310.000000 Penalty: 1205.078491
	Iteration 90Q: 3 clusters Score -2.173631e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 559288 members 
Entering Unmasked Estep 
Score: -21736314.000000 Penalty: 1205.078491
	Iteration 91Q: 3 clusters Score -2.173631e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 559322 members 
Entering Unmasked Estep 
Score: -21736322.000000 Penalty: 1205.078491
	Iteration 92Q: 3 clusters Score -2.173632e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 559359 members 
Entering Unmasked Estep 
Score: -21736348.000000 Penalty: 1205.078491
	Iteration 93Q: 3 clusters Score -2.173635e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 559394 members 
Entering Unmasked Estep 
Score: -21736360.000000 Penalty: 1205.078491
	Iteration 94Q: 3 clusters Score -2.173636e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 559421 members 
Entering Unmasked Estep 
Score: -21736340.000000 Penalty: 1205.078491
	Iteration 95Q: 3 clusters Score -2.173634e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 559448 members 
Entering Unmasked Estep 
Score: -21736342.000000 Penalty: 1205.078491
	Iteration 96Q: 3 clusters Score -2.173634e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 559466 members 
Entering Unmasked Estep 
Score: -21736330.000000 Penalty: 1205.078491
	Iteration 97Q: 3 clusters Score -2.173633e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 559490 members 
Entering Unmasked Estep 
Score: -21736334.000000 Penalty: 1205.078491
	Iteration 98Q: 3 clusters Score -2.173633e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 559515 members 
Entering Unmasked Estep 
Score: -21736332.000000 Penalty: 1205.078491
	Iteration 99Q: 3 clusters Score -2.173633e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 559538 members 
Entering Unmasked Estep 
Score: -21736324.000000 Penalty: 1205.078491
	Iteration 100F: 3 clusters Score -2.173632e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 559567 members 
Entering Unmasked Estep 
Score: -21736334.000000 Penalty: 1205.078491
	Iteration 101Q: 3 clusters Score -2.173633e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 559594 members 
Entering Unmasked Estep 
Score: -21736346.000000 Penalty: 1205.078491
	Iteration 102Q: 3 clusters Score -2.173635e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 559609 members 
Entering Unmasked Estep 
Score: -21736348.000000 Penalty: 1205.078491
	Iteration 103Q: 3 clusters Score -2.173635e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 559623 members 
Entering Unmasked Estep 
Score: -21736340.000000 Penalty: 1205.078491
	Iteration 104Q: 3 clusters Score -2.173634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 559632 members 
Entering Unmasked Estep 
Score: -21736326.000000 Penalty: 1205.078491
	Iteration 105Q: 3 clusters Score -2.173633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 559640 members 
Entering Unmasked Estep 
Score: -21736338.000000 Penalty: 1205.078491
	Iteration 106Q: 3 clusters Score -2.173634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 559650 members 
Entering Unmasked Estep 
Score: -21736330.000000 Penalty: 1205.078491
	Iteration 107Q: 3 clusters Score -2.173633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 559660 members 
Entering Unmasked Estep 
Score: -21736362.000000 Penalty: 1205.078491
	Iteration 108Q: 3 clusters Score -2.173636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 559668 members 
Entering Unmasked Estep 
Score: -21736374.000000 Penalty: 1205.078491
	Iteration 109Q: 3 clusters Score -2.173637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 559678 members 
Entering Unmasked Estep 
Score: -21736372.000000 Penalty: 1205.078491
	Iteration 110Q: 3 clusters Score -2.173637e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 559694 members 
Entering Unmasked Estep 
Score: -21736392.000000 Penalty: 1205.078491
	Iteration 111Q: 3 clusters Score -2.173639e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 559707 members 
Entering Unmasked Estep 
Score: -21736416.000000 Penalty: 1205.078491
	Iteration 112Q: 3 clusters Score -2.173642e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 559724 members 
Entering Unmasked Estep 
Score: -21736412.000000 Penalty: 1205.078491
	Iteration 113Q: 3 clusters Score -2.173641e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 559743 members 
Entering Unmasked Estep 
Score: -21736424.000000 Penalty: 1205.078491
	Iteration 114Q: 3 clusters Score -2.173642e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 559760 members 
Entering Unmasked Estep 
Score: -21736420.000000 Penalty: 1205.078491
	Iteration 115Q: 3 clusters Score -2.173642e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 559783 members 
Entering Unmasked Estep 
Score: -21736436.000000 Penalty: 1205.078491
	Iteration 116Q: 3 clusters Score -2.173644e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 559799 members 
Entering Unmasked Estep 
Score: -21736424.000000 Penalty: 1205.078491
	Iteration 117Q: 3 clusters Score -2.173642e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 559818 members 
Entering Unmasked Estep 
Score: -21736424.000000 Penalty: 1205.078491
	Iteration 118Q: 3 clusters Score -2.173642e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 559833 members 
Entering Unmasked Estep 
Score: -21736442.000000 Penalty: 1205.078491
	Iteration 119Q: 3 clusters Score -2.173644e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 559855 members 
Entering Unmasked Estep 
Score: -21736448.000000 Penalty: 1205.078491
	Iteration 120F: 3 clusters Score -2.173645e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 559877 members 
Entering Unmasked Estep 
Score: -21736446.000000 Penalty: 1205.078491
	Iteration 121Q: 3 clusters Score -2.173645e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 559900 members 
Entering Unmasked Estep 
Score: -21736452.000000 Penalty: 1205.078491
	Iteration 122Q: 3 clusters Score -2.173645e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 559918 members 
Entering Unmasked Estep 
Score: -21736460.000000 Penalty: 1205.078491
	Iteration 123Q: 3 clusters Score -2.173646e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 559937 members 
Entering Unmasked Estep 
Score: -21736458.000000 Penalty: 1205.078491
	Iteration 124Q: 3 clusters Score -2.173646e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 559959 members 
Entering Unmasked Estep 
Score: -21736460.000000 Penalty: 1205.078491
	Iteration 125Q: 3 clusters Score -2.173646e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 559975 members 
Entering Unmasked Estep 
Score: -21736476.000000 Penalty: 1205.078491
	Iteration 126Q: 3 clusters Score -2.173648e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 559995 members 
Entering Unmasked Estep 
Score: -21736506.000000 Penalty: 1205.078491
	Iteration 127Q: 3 clusters Score -2.173651e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 560021 members 
Entering Unmasked Estep 
Score: -21736498.000000 Penalty: 1205.078491
	Iteration 128Q: 3 clusters Score -2.17365e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 560046 members 
Entering Unmasked Estep 
Score: -21736510.000000 Penalty: 1205.078491
	Iteration 129Q: 3 clusters Score -2.173651e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 560070 members 
Entering Unmasked Estep 
Score: -21736544.000000 Penalty: 1205.078491
	Iteration 130Q: 3 clusters Score -2.173654e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 560105 members 
Entering Unmasked Estep 
Score: -21736542.000000 Penalty: 1205.078491
	Iteration 131Q: 3 clusters Score -2.173654e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 560142 members 
Entering Unmasked Estep 
Score: -21736562.000000 Penalty: 1205.078491
	Iteration 132Q: 3 clusters Score -2.173656e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 560178 members 
Entering Unmasked Estep 
Score: -21736558.000000 Penalty: 1205.078491
	Iteration 133Q: 3 clusters Score -2.173656e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 560208 members 
Entering Unmasked Estep 
Score: -21736576.000000 Penalty: 1205.078491
	Iteration 134Q: 3 clusters Score -2.173658e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 560228 members 
Entering Unmasked Estep 
Score: -21736576.000000 Penalty: 1205.078491
	Iteration 135Q: 3 clusters Score -2.173658e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 560254 members 
Entering Unmasked Estep 
Score: -21736566.000000 Penalty: 1205.078491
	Iteration 136Q: 3 clusters Score -2.173657e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 560276 members 
Entering Unmasked Estep 
Score: -21736562.000000 Penalty: 1205.078491
	Iteration 137Q: 3 clusters Score -2.173656e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 560307 members 
Entering Unmasked Estep 
Score: -21736588.000000 Penalty: 1205.078491
	Iteration 138Q: 3 clusters Score -2.173659e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 560329 members 
Entering Unmasked Estep 
Score: -21736596.000000 Penalty: 1205.078491
	Iteration 139Q: 3 clusters Score -2.17366e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 560350 members 
Entering Unmasked Estep 
Score: -21736594.000000 Penalty: 1205.078491
	Iteration 140F: 3 clusters Score -2.173659e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 560375 members 
Entering Unmasked Estep 
Score: -21736628.000000 Penalty: 1205.078491
	Iteration 141Q: 3 clusters Score -2.173663e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 560398 members 
Entering Unmasked Estep 
Score: -21736630.000000 Penalty: 1205.078491
	Iteration 142Q: 3 clusters Score -2.173663e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 560413 members 
Entering Unmasked Estep 
Score: -21736640.000000 Penalty: 1205.078491
	Iteration 143Q: 3 clusters Score -2.173664e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 560433 members 
Entering Unmasked Estep 
Score: -21736638.000000 Penalty: 1205.078491
	Iteration 144Q: 3 clusters Score -2.173664e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 560457 members 
Entering Unmasked Estep 
Score: -21736656.000000 Penalty: 1205.078491
	Iteration 145Q: 3 clusters Score -2.173666e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 560480 members 
Entering Unmasked Estep 
Score: -21736668.000000 Penalty: 1205.078491
	Iteration 146Q: 3 clusters Score -2.173667e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 560500 members 
Entering Unmasked Estep 
Score: -21736674.000000 Penalty: 1205.078491
	Iteration 147Q: 3 clusters Score -2.173667e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 560518 members 
Entering Unmasked Estep 
Score: -21736676.000000 Penalty: 1205.078491
	Iteration 148Q: 3 clusters Score -2.173668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 560529 members 
Entering Unmasked Estep 
Score: -21736660.000000 Penalty: 1205.078491
	Iteration 149Q: 3 clusters Score -2.173666e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 560536 members 
Entering Unmasked Estep 
Score: -21736674.000000 Penalty: 1205.078491
	Iteration 150Q: 3 clusters Score -2.173667e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 560545 members 
Entering Unmasked Estep 
Score: -21736672.000000 Penalty: 1205.078491
	Iteration 151Q: 3 clusters Score -2.173667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 560553 members 
Entering Unmasked Estep 
Score: -21736680.000000 Penalty: 1205.078491
	Iteration 152Q: 3 clusters Score -2.173668e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 560576 members 
Entering Unmasked Estep 
Score: -21736696.000000 Penalty: 1205.078491
	Iteration 153Q: 3 clusters Score -2.17367e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 560594 members 
Entering Unmasked Estep 
Score: -21736682.000000 Penalty: 1205.078491
	Iteration 154Q: 3 clusters Score -2.173668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 560609 members 
Entering Unmasked Estep 
Score: -21736696.000000 Penalty: 1205.078491
	Iteration 155Q: 3 clusters Score -2.17367e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 560621 members 
Entering Unmasked Estep 
Score: -21736696.000000 Penalty: 1205.078491
	Iteration 156Q: 3 clusters Score -2.17367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 560632 members 
Entering Unmasked Estep 
Score: -21736690.000000 Penalty: 1205.078491
	Iteration 157Q: 3 clusters Score -2.173669e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 560645 members 
Entering Unmasked Estep 
Score: -21736686.000000 Penalty: 1205.078491
	Iteration 158Q: 3 clusters Score -2.173669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 560655 members 
Entering Unmasked Estep 
Score: -21736686.000000 Penalty: 1205.078491
	Iteration 159Q: 3 clusters Score -2.173669e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 560667 members 
Entering Unmasked Estep 
Score: -21736688.000000 Penalty: 1205.078491
	Iteration 160F: 3 clusters Score -2.173669e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 560682 members 
Entering Unmasked Estep 
Score: -21736698.000000 Penalty: 1205.078491
	Iteration 161Q: 3 clusters Score -2.17367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 560694 members 
Entering Unmasked Estep 
Score: -21736694.000000 Penalty: 1205.078491
	Iteration 162Q: 3 clusters Score -2.173669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 560699 members 
Entering Unmasked Estep 
Score: -21736676.000000 Penalty: 1205.078491
	Iteration 163Q: 3 clusters Score -2.173668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 560703 members 
Entering Unmasked Estep 
Score: -21736682.000000 Penalty: 1205.078491
	Iteration 164Q: 3 clusters Score -2.173668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 560712 members 
Entering Unmasked Estep 
Score: -21736694.000000 Penalty: 1205.078491
	Iteration 165Q: 3 clusters Score -2.173669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 560719 members 
Entering Unmasked Estep 
Score: -21736688.000000 Penalty: 1205.078491
	Iteration 166Q: 3 clusters Score -2.173669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 560730 members 
Entering Unmasked Estep 
Score: -21736664.000000 Penalty: 1205.078491
	Iteration 167Q: 3 clusters Score -2.173666e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 560739 members 
Entering Unmasked Estep 
Score: -21736686.000000 Penalty: 1205.078491
	Iteration 168Q: 3 clusters Score -2.173669e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 560749 members 
Entering Unmasked Estep 
Score: -21736686.000000 Penalty: 1205.078491
	Iteration 169Q: 3 clusters Score -2.173669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 560758 members 
Entering Unmasked Estep 
Score: -21736698.000000 Penalty: 1205.078491
	Iteration 170Q: 3 clusters Score -2.17367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 560763 members 
Entering Unmasked Estep 
Score: -21736702.000000 Penalty: 1205.078491
	Iteration 171Q: 3 clusters Score -2.17367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 560769 members 
Entering Unmasked Estep 
Score: -21736690.000000 Penalty: 1205.078491
	Iteration 172Q: 3 clusters Score -2.173669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 560780 members 
Entering Unmasked Estep 
Score: -21736694.000000 Penalty: 1205.078491
	Iteration 173Q: 3 clusters Score -2.173669e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 560794 members 
Entering Unmasked Estep 
Score: -21736696.000000 Penalty: 1205.078491
	Iteration 174Q: 3 clusters Score -2.17367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 560806 members 
Entering Unmasked Estep 
Score: -21736718.000000 Penalty: 1205.078491
	Iteration 175Q: 3 clusters Score -2.173672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 560815 members 
Entering Unmasked Estep 
Score: -21736714.000000 Penalty: 1205.078491
	Iteration 176Q: 3 clusters Score -2.173671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 560823 members 
Entering Unmasked Estep 
Score: -21736702.000000 Penalty: 1205.078491
	Iteration 177Q: 3 clusters Score -2.17367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 560826 members 
Entering Unmasked Estep 
Score: -21736708.000000 Penalty: 1205.078491
	Iteration 178Q: 3 clusters Score -2.173671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 560830 members 
Entering Unmasked Estep 
Score: -21736706.000000 Penalty: 1205.078491
	Iteration 179Q: 3 clusters Score -2.173671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 560833 members 
Entering Unmasked Estep 
Score: -21736710.000000 Penalty: 1205.078491
	Iteration 180F: 3 clusters Score -2.173671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 560838 members 
Entering Unmasked Estep 
Score: -21736682.000000 Penalty: 1205.078491
	Iteration 181Q: 3 clusters Score -2.173668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 560846 members 
Entering Unmasked Estep 
Score: -21736680.000000 Penalty: 1205.078491
	Iteration 182Q: 3 clusters Score -2.173668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 560853 members 
Entering Unmasked Estep 
Score: -21736700.000000 Penalty: 1205.078491
	Iteration 183Q: 3 clusters Score -2.17367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 560864 members 
Entering Unmasked Estep 
Score: -21736684.000000 Penalty: 1205.078491
	Iteration 184Q: 3 clusters Score -2.173668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 560869 members 
Entering Unmasked Estep 
Score: -21736696.000000 Penalty: 1205.078491
	Iteration 185Q: 3 clusters Score -2.17367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 560870 members 
Entering Unmasked Estep 
Score: -21736698.000000 Penalty: 1205.078491
	Iteration 186Q: 3 clusters Score -2.17367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 560875 members 
Entering Unmasked Estep 
Score: -21736712.000000 Penalty: 1205.078491
	Iteration 187Q: 3 clusters Score -2.173671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 560881 members 
Entering Unmasked Estep 
Score: -21736716.000000 Penalty: 1205.078491
	Iteration 188Q: 3 clusters Score -2.173672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 560892 members 
Entering Unmasked Estep 
Score: -21736702.000000 Penalty: 1205.078491
	Iteration 189Q: 3 clusters Score -2.17367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 560898 members 
Entering Unmasked Estep 
Score: -21736706.000000 Penalty: 1205.078491
	Iteration 190Q: 3 clusters Score -2.173671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 560904 members 
Entering Unmasked Estep 
Score: -21736708.000000 Penalty: 1205.078491
	Iteration 191Q: 3 clusters Score -2.173671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 560910 members 
Entering Unmasked Estep 
Score: -21736710.000000 Penalty: 1205.078491
	Iteration 192Q: 3 clusters Score -2.173671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 560915 members 
Entering Unmasked Estep 
Score: -21736718.000000 Penalty: 1205.078491
	Iteration 193Q: 3 clusters Score -2.173672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 560917 members 
Entering Unmasked Estep 
Score: -21736720.000000 Penalty: 1205.078491
	Iteration 194Q: 3 clusters Score -2.173672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 560919 members 
Entering Unmasked Estep 
Score: -21736716.000000 Penalty: 1205.078491
	Iteration 195Q: 3 clusters Score -2.173672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 560929 members 
Entering Unmasked Estep 
Score: -21736710.000000 Penalty: 1205.078491
	Iteration 196Q: 3 clusters Score -2.173671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 560940 members 
Entering Unmasked Estep 
Score: -21736722.000000 Penalty: 1205.078491
	Iteration 197Q: 3 clusters Score -2.173672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 560955 members 
Entering Unmasked Estep 
Score: -21736728.000000 Penalty: 1205.078491
	Iteration 198Q: 3 clusters Score -2.173673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 560963 members 
Entering Unmasked Estep 
Score: -21736732.000000 Penalty: 1205.078491
	Iteration 199Q: 3 clusters Score -2.173673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 560970 members 
Entering Unmasked Estep 
Score: -21736728.000000 Penalty: 1205.078491
	Iteration 200F: 3 clusters Score -2.173673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 560975 members 
Entering Unmasked Estep 
Score: -21736750.000000 Penalty: 1205.078491
	Iteration 201Q: 3 clusters Score -2.173675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 560978 members 
Entering Unmasked Estep 
Score: -21736738.000000 Penalty: 1205.078491
	Iteration 202Q: 3 clusters Score -2.173674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 560981 members 
Entering Unmasked Estep 
Score: -21736744.000000 Penalty: 1205.078491
	Iteration 203Q: 3 clusters Score -2.173674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 560985 members 
Entering Unmasked Estep 
Score: -21736742.000000 Penalty: 1205.078491
	Iteration 204Q: 3 clusters Score -2.173674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 560991 members 
Entering Unmasked Estep 
Score: -21736742.000000 Penalty: 1205.078491
	Iteration 205Q: 3 clusters Score -2.173674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 560996 members 
Entering Unmasked Estep 
Score: -21736762.000000 Penalty: 1205.078491
	Iteration 206Q: 3 clusters Score -2.173676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 561002 members 
Entering Unmasked Estep 
Score: -21736728.000000 Penalty: 1205.078491
	Iteration 207Q: 3 clusters Score -2.173673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 561007 members 
Entering Unmasked Estep 
Score: -21736718.000000 Penalty: 1205.078491
	Iteration 208Q: 3 clusters Score -2.173672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 561016 members 
Entering Unmasked Estep 
Score: -21736730.000000 Penalty: 1205.078491
	Iteration 209Q: 3 clusters Score -2.173673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 561026 members 
Entering Unmasked Estep 
Score: -21736742.000000 Penalty: 1205.078491
	Iteration 210Q: 3 clusters Score -2.173674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 561028 members 
Entering Unmasked Estep 
Score: -21736738.000000 Penalty: 1205.078491
	Iteration 211Q: 3 clusters Score -2.173674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 561032 members 
Entering Unmasked Estep 
Score: -21736740.000000 Penalty: 1205.078491
	Iteration 212Q: 3 clusters Score -2.173674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 561038 members 
Entering Unmasked Estep 
Score: -21736746.000000 Penalty: 1205.078491
	Iteration 213Q: 3 clusters Score -2.173675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 561043 members 
Entering Unmasked Estep 
Score: -21736752.000000 Penalty: 1205.078491
	Iteration 214Q: 3 clusters Score -2.173675e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 561053 members 
Entering Unmasked Estep 
Score: -21736764.000000 Penalty: 1205.078491
	Iteration 215Q: 3 clusters Score -2.173676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 561063 members 
Entering Unmasked Estep 
Score: -21736752.000000 Penalty: 1205.078491
	Iteration 216Q: 3 clusters Score -2.173675e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 561074 members 
Entering Unmasked Estep 
Score: -21736744.000000 Penalty: 1205.078491
	Iteration 217Q: 3 clusters Score -2.173674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 561079 members 
Entering Unmasked Estep 
Score: -21736748.000000 Penalty: 1205.078491
	Iteration 218Q: 3 clusters Score -2.173675e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 561083 members 
Entering Unmasked Estep 
Score: -21736762.000000 Penalty: 1205.078491
	Iteration 219Q: 3 clusters Score -2.173676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 561088 members 
Entering Unmasked Estep 
Score: -21736734.000000 Penalty: 1205.078491
	Iteration 220F: 3 clusters Score -2.173673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 561093 members 
Entering Unmasked Estep 
Score: -21736726.000000 Penalty: 1205.078491
	Iteration 221Q: 3 clusters Score -2.173673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 561097 members 
Entering Unmasked Estep 
Score: -21736732.000000 Penalty: 1205.078491
	Iteration 222Q: 3 clusters Score -2.173673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 561105 members 
Entering Unmasked Estep 
Score: -21736720.000000 Penalty: 1205.078491
	Iteration 223Q: 3 clusters Score -2.173672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 561117 members 
Entering Unmasked Estep 
Score: -21736732.000000 Penalty: 1205.078491
	Iteration 224Q: 3 clusters Score -2.173673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 561131 members 
Entering Unmasked Estep 
Score: -21736740.000000 Penalty: 1205.078491
	Iteration 225Q: 3 clusters Score -2.173674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 561149 members 
Entering Unmasked Estep 
Score: -21736744.000000 Penalty: 1205.078491
	Iteration 226Q: 3 clusters Score -2.173674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 561158 members 
Entering Unmasked Estep 
Score: -21736748.000000 Penalty: 1205.078491
	Iteration 227Q: 3 clusters Score -2.173675e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 561175 members 
Entering Unmasked Estep 
Score: -21736734.000000 Penalty: 1205.078491
	Iteration 228Q: 3 clusters Score -2.173673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 561193 members 
Entering Unmasked Estep 
Score: -21736732.000000 Penalty: 1205.078491
	Iteration 229Q: 3 clusters Score -2.173673e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 561210 members 
Entering Unmasked Estep 
Score: -21736738.000000 Penalty: 1205.078491
	Iteration 230Q: 3 clusters Score -2.173674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 561220 members 
Entering Unmasked Estep 
Score: -21736746.000000 Penalty: 1205.078491
	Iteration 231Q: 3 clusters Score -2.173675e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 561235 members 
Entering Unmasked Estep 
Score: -21736722.000000 Penalty: 1205.078491
	Iteration 232Q: 3 clusters Score -2.173672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 561247 members 
Entering Unmasked Estep 
Score: -21736744.000000 Penalty: 1205.078491
	Iteration 233Q: 3 clusters Score -2.173674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 561256 members 
Entering Unmasked Estep 
Score: -21736760.000000 Penalty: 1205.078491
	Iteration 234Q: 3 clusters Score -2.173676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 561263 members 
Entering Unmasked Estep 
Score: -21736750.000000 Penalty: 1205.078491
	Iteration 235Q: 3 clusters Score -2.173675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 561268 members 
Entering Unmasked Estep 
Score: -21736750.000000 Penalty: 1205.078491
	Iteration 236Q: 3 clusters Score -2.173675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 561273 members 
Entering Unmasked Estep 
Score: -21736754.000000 Penalty: 1205.078491
	Iteration 237Q: 3 clusters Score -2.173675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 561280 members 
Entering Unmasked Estep 
Score: -21736764.000000 Penalty: 1205.078491
	Iteration 238Q: 3 clusters Score -2.173676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 561288 members 
Entering Unmasked Estep 
Score: -21736796.000000 Penalty: 1205.078491
	Iteration 239Q: 3 clusters Score -2.17368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 561293 members 
Entering Unmasked Estep 
Score: -21736790.000000 Penalty: 1205.078491
	Iteration 240F: 3 clusters Score -2.173679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 561298 members 
Entering Unmasked Estep 
Score: -21736774.000000 Penalty: 1205.078491
	Iteration 241Q: 3 clusters Score -2.173677e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 561299 members 
Entering Unmasked Estep 
Score: -21736772.000000 Penalty: 1205.078491
	Iteration 242Q: 3 clusters Score -2.173677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 561291 members 
Entering Unmasked Estep 
Score: -21736784.000000 Penalty: 1205.078491
	Iteration 243Q: 3 clusters Score -2.173678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 561290 members 
Entering Unmasked Estep 
Score: -21736772.000000 Penalty: 1205.078491
	Iteration 244Q: 3 clusters Score -2.173677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 561291 members 
Entering Unmasked Estep 
Score: -21736770.000000 Penalty: 1205.078491
	Iteration 245Q: 3 clusters Score -2.173677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 561298 members 
Entering Unmasked Estep 
Score: -21736760.000000 Penalty: 1205.078491
	Iteration 246Q: 3 clusters Score -2.173676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 561306 members 
Entering Unmasked Estep 
Score: -21736762.000000 Penalty: 1205.078491
	Iteration 247Q: 3 clusters Score -2.173676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 561305 members 
Entering Unmasked Estep 
Score: -21736766.000000 Penalty: 1205.078491
	Iteration 248Q: 3 clusters Score -2.173677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 561303 members 
Entering Unmasked Estep 
Score: -21736766.000000 Penalty: 1205.078491
	Iteration 249Q: 3 clusters Score -2.173677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 561305 members 
Entering Unmasked Estep 
Score: -21736776.000000 Penalty: 1205.078491
	Iteration 250Q: 3 clusters Score -2.173678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 561305 members 
Entering Unmasked Estep 
Score: -21736772.000000 Penalty: 1205.078491
	Iteration 251Q: 3 clusters Score -2.173677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 561303 members 
Entering Unmasked Estep 
Score: -21736772.000000 Penalty: 1205.078491
	Iteration 252Q: 3 clusters Score -2.173677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 561295 members 
Entering Unmasked Estep 
Score: -21736760.000000 Penalty: 1205.078491
	Iteration 253Q: 3 clusters Score -2.173676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 561294 members 
Entering Unmasked Estep 
Score: -21736762.000000 Penalty: 1205.078491
	Iteration 254Q: 3 clusters Score -2.173676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 561296 members 
Entering Unmasked Estep 
Score: -21736754.000000 Penalty: 1205.078491
	Iteration 255Q: 3 clusters Score -2.173675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 561299 members 
Entering Unmasked Estep 
Score: -21736762.000000 Penalty: 1205.078491
	Iteration 256Q: 3 clusters Score -2.173676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 561301 members 
Entering Unmasked Estep 
Score: -21736764.000000 Penalty: 1205.078491
	Iteration 257Q: 3 clusters Score -2.173676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 561299 members 
Entering Unmasked Estep 
Score: -21736766.000000 Penalty: 1205.078491
	Iteration 258Q: 3 clusters Score -2.173677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 561299 members 
Entering Unmasked Estep 
Score: -21736766.000000 Penalty: 1205.078491
	Iteration 259Q: 3 clusters Score -2.173677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 561300 members 
Entering Unmasked Estep 
Score: -21736764.000000 Penalty: 1205.078491
	Iteration 260F: 3 clusters Score -2.173676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Entering Unmasked Estep 
Score: -99740.554688 Penalty: 361.328949
	Iteration 0F: 2 clusters Score -99740.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -97772.625000 Penalty: 722.657898
	Iteration 0F: 3 clusters Score -97772.62 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -98544.398438 Penalty: 722.657898
	Iteration 1F: 3 clusters Score -98544.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -98688.945312 Penalty: 722.657898
	Iteration 2F: 3 clusters Score -98688.95 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -98831.203125 Penalty: 722.657898
	Iteration 3F: 3 clusters Score -98831.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -98985.750000 Penalty: 722.657898
	Iteration 4F: 3 clusters Score -98985.75 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -99143.609375 Penalty: 722.657898
	Iteration 5F: 3 clusters Score -99143.61 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -99254.460938 Penalty: 722.657898
	Iteration 6Q: 3 clusters Score -99254.46 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -99322.671875 Penalty: 722.657898
	Iteration 7Q: 3 clusters Score -99322.67 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -99380.429688 Penalty: 722.657898
	Iteration 8Q: 3 clusters Score -99380.43 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -99414.484375 Penalty: 722.657898
	Iteration 9Q: 3 clusters Score -99414.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -99439.250000 Penalty: 722.657898
	Iteration 10Q: 3 clusters Score -99439.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -99462.265625 Penalty: 722.657898
	Iteration 11Q: 3 clusters Score -99462.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -99476.054688 Penalty: 722.657898
	Iteration 12Q: 3 clusters Score -99476.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -99486.945312 Penalty: 722.657898
	Iteration 13Q: 3 clusters Score -99486.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -99491.046875 Penalty: 722.657898
	Iteration 14Q: 3 clusters Score -99491.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -99497.796875 Penalty: 722.657898
	Iteration 15Q: 3 clusters Score -99497.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -99506.062500 Penalty: 722.657898
	Iteration 16Q: 3 clusters Score -99506.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -99508.507812 Penalty: 722.657898
	Iteration 17Q: 3 clusters Score -99508.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -99509.945312 Penalty: 722.657898
	Iteration 18Q: 3 clusters Score -99509.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -99509.945312 Penalty: 722.657898
	Iteration 19F: 3 clusters Score -99509.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Entering Unmasked Estep 
Score: -795656.750000 Penalty: 453.339264
	Iteration 0F: 2 clusters Score -795656.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -781608.875000 Penalty: 906.678528
	Iteration 0F: 3 clusters Score -781608.9 nChanged 10079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -787865.750000 Penalty: 906.678528
	Iteration 1F: 3 clusters Score -787865.8 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -788628.625000 Penalty: 906.678528
	Iteration 2F: 3 clusters Score -788628.6 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -789567.437500 Penalty: 906.678528
	Iteration 3F: 3 clusters Score -789567.4 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -790582.187500 Penalty: 906.678528
	Iteration 4F: 3 clusters Score -790582.2 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -791598.625000 Penalty: 906.678528
	Iteration 5F: 3 clusters Score -791598.6 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -792481.187500 Penalty: 906.678528
	Iteration 6Q: 3 clusters Score -792481.2 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -793030.687500 Penalty: 906.678528
	Iteration 7Q: 3 clusters Score -793030.7 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -793298.687500 Penalty: 906.678528
	Iteration 8Q: 3 clusters Score -793298.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -793454.937500 Penalty: 906.678528
	Iteration 9Q: 3 clusters Score -793454.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -793589.250000 Penalty: 906.678528
	Iteration 10Q: 3 clusters Score -793589.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -793704.625000 Penalty: 906.678528
	Iteration 11Q: 3 clusters Score -793704.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -793814.562500 Penalty: 906.678528
	Iteration 12Q: 3 clusters Score -793814.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -793937.812500 Penalty: 906.678528
	Iteration 13Q: 3 clusters Score -793937.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -794043.750000 Penalty: 906.678528
	Iteration 14Q: 3 clusters Score -794043.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -794138.687500 Penalty: 906.678528
	Iteration 15Q: 3 clusters Score -794138.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -794231.750000 Penalty: 906.678528
	Iteration 16Q: 3 clusters Score -794231.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -794327.937500 Penalty: 906.678528
	Iteration 17Q: 3 clusters Score -794327.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -794430.625000 Penalty: 906.678528
	Iteration 18Q: 3 clusters Score -794430.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -794530.687500 Penalty: 906.678528
	Iteration 19Q: 3 clusters Score -794530.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -794629.750000 Penalty: 906.678528
	Iteration 20F: 3 clusters Score -794629.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -794709.250000 Penalty: 906.678528
	Iteration 21Q: 3 clusters Score -794709.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -794789.687500 Penalty: 906.678528
	Iteration 22Q: 3 clusters Score -794789.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -794867.625000 Penalty: 906.678528
	Iteration 23Q: 3 clusters Score -794867.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -794945.437500 Penalty: 906.678528
	Iteration 24Q: 3 clusters Score -794945.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -795015.062500 Penalty: 906.678528
	Iteration 25Q: 3 clusters Score -795015.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -795075.687500 Penalty: 906.678528
	Iteration 26Q: 3 clusters Score -795075.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -795128.375000 Penalty: 906.678528
	Iteration 27Q: 3 clusters Score -795128.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -795161.125000 Penalty: 906.678528
	Iteration 28Q: 3 clusters Score -795161.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -795193.875000 Penalty: 906.678528
	Iteration 29Q: 3 clusters Score -795193.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -795220.187500 Penalty: 906.678528
	Iteration 30Q: 3 clusters Score -795220.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -795245.875000 Penalty: 906.678528
	Iteration 31Q: 3 clusters Score -795245.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -795272.250000 Penalty: 906.678528
	Iteration 32Q: 3 clusters Score -795272.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -795293.000000 Penalty: 906.678528
	Iteration 33Q: 3 clusters Score -795293 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -795308.250000 Penalty: 906.678528
	Iteration 34Q: 3 clusters Score -795308.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -795320.750000 Penalty: 906.678528
	Iteration 35Q: 3 clusters Score -795320.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -795330.937500 Penalty: 906.678528
	Iteration 36Q: 3 clusters Score -795330.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -795337.500000 Penalty: 906.678528
	Iteration 37Q: 3 clusters Score -795337.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -795347.812500 Penalty: 906.678528
	Iteration 38Q: 3 clusters Score -795347.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -795356.250000 Penalty: 906.678528
	Iteration 39Q: 3 clusters Score -795356.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -795359.562500 Penalty: 906.678528
	Iteration 40F: 3 clusters Score -795359.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -795360.625000 Penalty: 906.678528
	Iteration 41Q: 3 clusters Score -795360.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -795363.375000 Penalty: 906.678528
	Iteration 42Q: 3 clusters Score -795363.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -795363.000000 Penalty: 906.678528
	Iteration 43Q: 3 clusters Score -795363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -795363.437500 Penalty: 906.678528
	Iteration 44Q: 3 clusters Score -795363.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -795364.937500 Penalty: 906.678528
	Iteration 45Q: 3 clusters Score -795364.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -795364.937500 Penalty: 906.678528
	Iteration 46F: 3 clusters Score -795364.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Entering Unmasked Estep 
Score: -219759.718750 Penalty: 396.535248
	Iteration 0F: 2 clusters Score -219759.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -215671.375000 Penalty: 793.070496
	Iteration 0F: 3 clusters Score -215671.4 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -217300.234375 Penalty: 793.070496
	Iteration 1F: 3 clusters Score -217300.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -217492.953125 Penalty: 793.070496
	Iteration 2F: 3 clusters Score -217493 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -217670.921875 Penalty: 793.070496
	Iteration 3F: 3 clusters Score -217670.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -217837.421875 Penalty: 793.070496
	Iteration 4F: 3 clusters Score -217837.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -218000.671875 Penalty: 793.070496
	Iteration 5F: 3 clusters Score -218000.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -218159.609375 Penalty: 793.070496
	Iteration 6Q: 3 clusters Score -218159.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -218335.812500 Penalty: 793.070496
	Iteration 7Q: 3 clusters Score -218335.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -218520.875000 Penalty: 793.070496
	Iteration 8Q: 3 clusters Score -218520.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -218699.593750 Penalty: 793.070496
	Iteration 9Q: 3 clusters Score -218699.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -218890.093750 Penalty: 793.070496
	Iteration 10Q: 3 clusters Score -218890.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -219037.875000 Penalty: 793.070496
	Iteration 11Q: 3 clusters Score -219037.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -219148.375000 Penalty: 793.070496
	Iteration 12Q: 3 clusters Score -219148.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -219239.718750 Penalty: 793.070496
	Iteration 13Q: 3 clusters Score -219239.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -219284.843750 Penalty: 793.070496
	Iteration 14Q: 3 clusters Score -219284.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -219309.671875 Penalty: 793.070496
	Iteration 15Q: 3 clusters Score -219309.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -219331.296875 Penalty: 793.070496
	Iteration 16Q: 3 clusters Score -219331.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -219344.437500 Penalty: 793.070496
	Iteration 17Q: 3 clusters Score -219344.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -219354.437500 Penalty: 793.070496
	Iteration 18Q: 3 clusters Score -219354.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -219361.718750 Penalty: 793.070496
	Iteration 19Q: 3 clusters Score -219361.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -219376.421875 Penalty: 793.070496
	Iteration 20F: 3 clusters Score -219376.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -219397.140625 Penalty: 793.070496
	Iteration 21Q: 3 clusters Score -219397.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -219407.484375 Penalty: 793.070496
	Iteration 22Q: 3 clusters Score -219407.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -219412.203125 Penalty: 793.070496
	Iteration 23Q: 3 clusters Score -219412.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -219416.546875 Penalty: 793.070496
	Iteration 24Q: 3 clusters Score -219416.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -219420.734375 Penalty: 793.070496
	Iteration 25Q: 3 clusters Score -219420.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -219424.265625 Penalty: 793.070496
	Iteration 26Q: 3 clusters Score -219424.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -219426.968750 Penalty: 793.070496
	Iteration 27Q: 3 clusters Score -219427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -219428.046875 Penalty: 793.070496
	Iteration 28Q: 3 clusters Score -219428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -219428.750000 Penalty: 793.070496
	Iteration 29Q: 3 clusters Score -219428.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -219429.156250 Penalty: 793.070496
	Iteration 30Q: 3 clusters Score -219429.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -219429.875000 Penalty: 793.070496
	Iteration 31Q: 3 clusters Score -219429.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -219431.296875 Penalty: 793.070496
	Iteration 32Q: 3 clusters Score -219431.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -219433.093750 Penalty: 793.070496
	Iteration 33Q: 3 clusters Score -219433.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -219433.437500 Penalty: 793.070496
	Iteration 34Q: 3 clusters Score -219433.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -219433.875000 Penalty: 793.070496
	Iteration 35Q: 3 clusters Score -219433.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -219433.875000 Penalty: 793.070496
	Iteration 36F: 3 clusters Score -219433.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Entering Unmasked Estep 
Score: -232827.359375 Penalty: 399.546783
	Iteration 0F: 2 clusters Score -232827.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -228459.890625 Penalty: 799.093567
	Iteration 0F: 3 clusters Score -228459.9 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -230185.265625 Penalty: 799.093567
	Iteration 1F: 3 clusters Score -230185.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -230539.500000 Penalty: 799.093567
	Iteration 2F: 3 clusters Score -230539.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -230943.859375 Penalty: 799.093567
	Iteration 3F: 3 clusters Score -230943.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -231277.640625 Penalty: 799.093567
	Iteration 4F: 3 clusters Score -231277.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -231473.515625 Penalty: 799.093567
	Iteration 5F: 3 clusters Score -231473.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -231607.125000 Penalty: 799.093567
	Iteration 6Q: 3 clusters Score -231607.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -231725.625000 Penalty: 799.093567
	Iteration 7Q: 3 clusters Score -231725.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -231814.140625 Penalty: 799.093567
	Iteration 8Q: 3 clusters Score -231814.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -231859.046875 Penalty: 799.093567
	Iteration 9Q: 3 clusters Score -231859 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -231897.828125 Penalty: 799.093567
	Iteration 10Q: 3 clusters Score -231897.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -231926.156250 Penalty: 799.093567
	Iteration 11Q: 3 clusters Score -231926.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -231939.750000 Penalty: 799.093567
	Iteration 12Q: 3 clusters Score -231939.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -231951.218750 Penalty: 799.093567
	Iteration 13Q: 3 clusters Score -231951.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -231966.343750 Penalty: 799.093567
	Iteration 14Q: 3 clusters Score -231966.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -231987.718750 Penalty: 799.093567
	Iteration 15Q: 3 clusters Score -231987.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -232015.578125 Penalty: 799.093567
	Iteration 16Q: 3 clusters Score -232015.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -232045.718750 Penalty: 799.093567
	Iteration 17Q: 3 clusters Score -232045.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -232066.000000 Penalty: 799.093567
	Iteration 18Q: 3 clusters Score -232066 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -232082.968750 Penalty: 799.093567
	Iteration 19Q: 3 clusters Score -232083 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -232092.968750 Penalty: 799.093567
	Iteration 20F: 3 clusters Score -232093 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -232102.203125 Penalty: 799.093567
	Iteration 21Q: 3 clusters Score -232102.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -232112.296875 Penalty: 799.093567
	Iteration 22Q: 3 clusters Score -232112.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -232126.015625 Penalty: 799.093567
	Iteration 23Q: 3 clusters Score -232126 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -232137.437500 Penalty: 799.093567
	Iteration 24Q: 3 clusters Score -232137.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -232148.750000 Penalty: 799.093567
	Iteration 25Q: 3 clusters Score -232148.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -232158.375000 Penalty: 799.093567
	Iteration 26Q: 3 clusters Score -232158.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -232165.593750 Penalty: 799.093567
	Iteration 27Q: 3 clusters Score -232165.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -232172.625000 Penalty: 799.093567
	Iteration 28Q: 3 clusters Score -232172.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -232181.812500 Penalty: 799.093567
	Iteration 29Q: 3 clusters Score -232181.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -232189.234375 Penalty: 799.093567
	Iteration 30Q: 3 clusters Score -232189.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -232194.359375 Penalty: 799.093567
	Iteration 31Q: 3 clusters Score -232194.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -232200.125000 Penalty: 799.093567
	Iteration 32Q: 3 clusters Score -232200.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -232207.687500 Penalty: 799.093567
	Iteration 33Q: 3 clusters Score -232207.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -232215.015625 Penalty: 799.093567
	Iteration 34Q: 3 clusters Score -232215 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -232218.734375 Penalty: 799.093567
	Iteration 35Q: 3 clusters Score -232218.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -232221.718750 Penalty: 799.093567
	Iteration 36Q: 3 clusters Score -232221.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -232223.640625 Penalty: 799.093567
	Iteration 37Q: 3 clusters Score -232223.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -232225.421875 Penalty: 799.093567
	Iteration 38Q: 3 clusters Score -232225.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -232227.187500 Penalty: 799.093567
	Iteration 39Q: 3 clusters Score -232227.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -232228.078125 Penalty: 799.093567
	Iteration 40F: 3 clusters Score -232228.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -232229.812500 Penalty: 799.093567
	Iteration 41Q: 3 clusters Score -232229.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -232231.578125 Penalty: 799.093567
	Iteration 42Q: 3 clusters Score -232231.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -232233.468750 Penalty: 799.093567
	Iteration 43Q: 3 clusters Score -232233.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -232235.078125 Penalty: 799.093567
	Iteration 44Q: 3 clusters Score -232235.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -232237.843750 Penalty: 799.093567
	Iteration 45Q: 3 clusters Score -232237.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -232239.968750 Penalty: 799.093567
	Iteration 46Q: 3 clusters Score -232240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -232241.296875 Penalty: 799.093567
	Iteration 47Q: 3 clusters Score -232241.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -232241.703125 Penalty: 799.093567
	Iteration 48Q: 3 clusters Score -232241.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -232241.687500 Penalty: 799.093567
	Iteration 49Q: 3 clusters Score -232241.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -232242.000000 Penalty: 799.093567
	Iteration 50Q: 3 clusters Score -232242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -232242.656250 Penalty: 799.093567
	Iteration 51Q: 3 clusters Score -232242.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -232242.656250 Penalty: 799.093567
	Iteration 52F: 3 clusters Score -232242.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Entering Unmasked Estep 
Score: -51395.511719 Penalty: 341.574921
	Iteration 0F: 2 clusters Score -51395.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -50057.902344 Penalty: 683.149841
	Iteration 0F: 3 clusters Score -50057.9 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -50596.152344 Penalty: 683.149841
	Iteration 1F: 3 clusters Score -50596.15 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -50737.660156 Penalty: 683.149841
	Iteration 2F: 3 clusters Score -50737.66 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -50825.398438 Penalty: 683.149841
	Iteration 3F: 3 clusters Score -50825.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -50886.292969 Penalty: 683.149841
	Iteration 4F: 3 clusters Score -50886.29 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -50930.621094 Penalty: 683.149841
	Iteration 5Q: 3 clusters Score -50930.62 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -50972.890625 Penalty: 683.149841
	Iteration 6Q: 3 clusters Score -50972.89 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -51004.257812 Penalty: 683.149841
	Iteration 7Q: 3 clusters Score -51004.26 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -51030.675781 Penalty: 683.149841
	Iteration 8Q: 3 clusters Score -51030.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -51056.042969 Penalty: 683.149841
	Iteration 9Q: 3 clusters Score -51056.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -51075.972656 Penalty: 683.149841
	Iteration 10Q: 3 clusters Score -51075.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -51091.847656 Penalty: 683.149841
	Iteration 11Q: 3 clusters Score -51091.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -51096.148438 Penalty: 683.149841
	Iteration 12Q: 3 clusters Score -51096.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -51098.175781 Penalty: 683.149841
	Iteration 13Q: 3 clusters Score -51098.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -51100.437500 Penalty: 683.149841
	Iteration 14Q: 3 clusters Score -51100.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -51102.707031 Penalty: 683.149841
	Iteration 15Q: 3 clusters Score -51102.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -51104.046875 Penalty: 683.149841
	Iteration 16Q: 3 clusters Score -51104.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -51104.933594 Penalty: 683.149841
	Iteration 17Q: 3 clusters Score -51104.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -51105.351562 Penalty: 683.149841
	Iteration 18Q: 3 clusters Score -51105.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -51105.351562 Penalty: 683.149841
	Iteration 19F: 3 clusters Score -51105.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Entering Unmasked Estep 
Score: -99697.843750 Penalty: 360.561768
	Iteration 0F: 2 clusters Score -99697.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -97764.843750 Penalty: 721.123535
	Iteration 0F: 3 clusters Score -97764.84 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -98421.343750 Penalty: 721.123535
	Iteration 1F: 3 clusters Score -98421.34 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -98507.953125 Penalty: 721.123535
	Iteration 2F: 3 clusters Score -98507.95 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -98599.695312 Penalty: 721.123535
	Iteration 3F: 3 clusters Score -98599.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -98684.203125 Penalty: 721.123535
	Iteration 4F: 3 clusters Score -98684.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -98764.164062 Penalty: 721.123535
	Iteration 5F: 3 clusters Score -98764.16 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -98829.507812 Penalty: 721.123535
	Iteration 6Q: 3 clusters Score -98829.51 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -98884.812500 Penalty: 721.123535
	Iteration 7Q: 3 clusters Score -98884.81 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -98946.117188 Penalty: 721.123535
	Iteration 8Q: 3 clusters Score -98946.12 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -98991.328125 Penalty: 721.123535
	Iteration 9Q: 3 clusters Score -98991.33 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -99021.992188 Penalty: 721.123535
	Iteration 10Q: 3 clusters Score -99021.99 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -99037.546875 Penalty: 721.123535
	Iteration 11Q: 3 clusters Score -99037.55 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -99048.750000 Penalty: 721.123535
	Iteration 12Q: 3 clusters Score -99048.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -99060.445312 Penalty: 721.123535
	Iteration 13Q: 3 clusters Score -99060.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -99074.164062 Penalty: 721.123535
	Iteration 14Q: 3 clusters Score -99074.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -99088.359375 Penalty: 721.123535
	Iteration 15Q: 3 clusters Score -99088.36 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -99100.273438 Penalty: 721.123535
	Iteration 16Q: 3 clusters Score -99100.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -99112.164062 Penalty: 721.123535
	Iteration 17Q: 3 clusters Score -99112.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -99125.125000 Penalty: 721.123535
	Iteration 18Q: 3 clusters Score -99125.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -99135.757812 Penalty: 721.123535
	Iteration 19Q: 3 clusters Score -99135.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -99143.265625 Penalty: 721.123535
	Iteration 20F: 3 clusters Score -99143.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -99149.070312 Penalty: 721.123535
	Iteration 21Q: 3 clusters Score -99149.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -99154.960938 Penalty: 721.123535
	Iteration 22Q: 3 clusters Score -99154.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -99162.250000 Penalty: 721.123535
	Iteration 23Q: 3 clusters Score -99162.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -99174.953125 Penalty: 721.123535
	Iteration 24Q: 3 clusters Score -99174.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -99186.617188 Penalty: 721.123535
	Iteration 25Q: 3 clusters Score -99186.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -99200.195312 Penalty: 721.123535
	Iteration 26Q: 3 clusters Score -99200.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -99209.156250 Penalty: 721.123535
	Iteration 27Q: 3 clusters Score -99209.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -99216.648438 Penalty: 721.123535
	Iteration 28Q: 3 clusters Score -99216.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -99222.531250 Penalty: 721.123535
	Iteration 29Q: 3 clusters Score -99222.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -99227.015625 Penalty: 721.123535
	Iteration 30Q: 3 clusters Score -99227.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -99229.382812 Penalty: 721.123535
	Iteration 31Q: 3 clusters Score -99229.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -99232.640625 Penalty: 721.123535
	Iteration 32Q: 3 clusters Score -99232.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -99235.515625 Penalty: 721.123535
	Iteration 33Q: 3 clusters Score -99235.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -99239.460938 Penalty: 721.123535
	Iteration 34Q: 3 clusters Score -99239.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -99243.960938 Penalty: 721.123535
	Iteration 35Q: 3 clusters Score -99243.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -99248.281250 Penalty: 721.123535
	Iteration 36Q: 3 clusters Score -99248.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -99251.601562 Penalty: 721.123535
	Iteration 37Q: 3 clusters Score -99251.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -99255.554688 Penalty: 721.123535
	Iteration 38Q: 3 clusters Score -99255.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -99257.976562 Penalty: 721.123535
	Iteration 39Q: 3 clusters Score -99257.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -99260.070312 Penalty: 721.123535
	Iteration 40F: 3 clusters Score -99260.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -99262.687500 Penalty: 721.123535
	Iteration 41Q: 3 clusters Score -99262.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -99268.593750 Penalty: 721.123535
	Iteration 42Q: 3 clusters Score -99268.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -99276.523438 Penalty: 721.123535
	Iteration 43Q: 3 clusters Score -99276.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -99280.437500 Penalty: 721.123535
	Iteration 44Q: 3 clusters Score -99280.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -99283.109375 Penalty: 721.123535
	Iteration 45Q: 3 clusters Score -99283.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -99285.210938 Penalty: 721.123535
	Iteration 46Q: 3 clusters Score -99285.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -99286.546875 Penalty: 721.123535
	Iteration 47Q: 3 clusters Score -99286.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -99290.164062 Penalty: 721.123535
	Iteration 48Q: 3 clusters Score -99290.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -99293.789062 Penalty: 721.123535
	Iteration 49Q: 3 clusters Score -99293.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -99296.312500 Penalty: 721.123535
	Iteration 50Q: 3 clusters Score -99296.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -99298.273438 Penalty: 721.123535
	Iteration 51Q: 3 clusters Score -99298.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -99299.140625 Penalty: 721.123535
	Iteration 52Q: 3 clusters Score -99299.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -99299.484375 Penalty: 721.123535
	Iteration 53Q: 3 clusters Score -99299.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -99300.125000 Penalty: 721.123535
	Iteration 54Q: 3 clusters Score -99300.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -99300.125000 Penalty: 721.123535
	Iteration 55F: 3 clusters Score -99300.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -26383.845703 Penalty: 299.102448
	Iteration 0F: 2 clusters Score -26383.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -25737.251953 Penalty: 598.204895
	Iteration 0F: 3 clusters Score -25737.25 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -25894.150391 Penalty: 598.204895
	Iteration 1F: 3 clusters Score -25894.15 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -25947.115234 Penalty: 598.204895
	Iteration 2F: 3 clusters Score -25947.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -26001.951172 Penalty: 598.204895
	Iteration 3F: 3 clusters Score -26001.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -26060.087891 Penalty: 598.204895
	Iteration 4F: 3 clusters Score -26060.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -26080.609375 Penalty: 598.204895
	Iteration 5Q: 3 clusters Score -26080.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -26093.072266 Penalty: 598.204895
	Iteration 6Q: 3 clusters Score -26093.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -26100.417969 Penalty: 598.204895
	Iteration 7Q: 3 clusters Score -26100.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -26114.781250 Penalty: 598.204895
	Iteration 8Q: 3 clusters Score -26114.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -26127.511719 Penalty: 598.204895
	Iteration 9Q: 3 clusters Score -26127.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -26137.564453 Penalty: 598.204895
	Iteration 10Q: 3 clusters Score -26137.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -26145.591797 Penalty: 598.204895
	Iteration 11Q: 3 clusters Score -26145.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -26153.816406 Penalty: 598.204895
	Iteration 12Q: 3 clusters Score -26153.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -26170.291016 Penalty: 598.204895
	Iteration 13Q: 3 clusters Score -26170.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -26180.966797 Penalty: 598.204895
	Iteration 14Q: 3 clusters Score -26180.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -26195.982422 Penalty: 598.204895
	Iteration 15Q: 3 clusters Score -26195.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -26204.234375 Penalty: 598.204895
	Iteration 16Q: 3 clusters Score -26204.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -26209.478516 Penalty: 598.204895
	Iteration 17Q: 3 clusters Score -26209.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -26211.421875 Penalty: 598.204895
	Iteration 18Q: 3 clusters Score -26211.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -26212.128906 Penalty: 598.204895
	Iteration 19Q: 3 clusters Score -26212.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -26212.128906 Penalty: 598.204895
	Iteration 20F: 3 clusters Score -26212.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Entering Unmasked Estep 
Score: -69920.609375 Penalty: 344.968262
	Iteration 0F: 2 clusters Score -69920.61 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 974 members 
Entering Unmasked Estep 
Score: -68472.156250 Penalty: 689.936523
	Iteration 0F: 3 clusters Score -68472.16 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -68911.617188 Penalty: 689.936523
	Iteration 1F: 3 clusters Score -68911.62 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -68974.898438 Penalty: 689.936523
	Iteration 2F: 3 clusters Score -68974.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -69034.367188 Penalty: 689.936523
	Iteration 3F: 3 clusters Score -69034.37 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -69079.820312 Penalty: 689.936523
	Iteration 4F: 3 clusters Score -69079.82 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -69119.164062 Penalty: 689.936523
	Iteration 5Q: 3 clusters Score -69119.16 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -69161.656250 Penalty: 689.936523
	Iteration 6Q: 3 clusters Score -69161.66 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -69202.359375 Penalty: 689.936523
	Iteration 7Q: 3 clusters Score -69202.36 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -69259.460938 Penalty: 689.936523
	Iteration 8Q: 3 clusters Score -69259.46 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -69299.632812 Penalty: 689.936523
	Iteration 9Q: 3 clusters Score -69299.63 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -69339.218750 Penalty: 689.936523
	Iteration 10Q: 3 clusters Score -69339.22 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -69373.210938 Penalty: 689.936523
	Iteration 11Q: 3 clusters Score -69373.21 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -69402.617188 Penalty: 689.936523
	Iteration 12Q: 3 clusters Score -69402.62 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69440.718750 Penalty: 689.936523
	Iteration 13Q: 3 clusters Score -69440.72 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69476.851562 Penalty: 689.936523
	Iteration 14Q: 3 clusters Score -69476.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -69501.398438 Penalty: 689.936523
	Iteration 15Q: 3 clusters Score -69501.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -69522.773438 Penalty: 689.936523
	Iteration 16Q: 3 clusters Score -69522.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -69542.726562 Penalty: 689.936523
	Iteration 17Q: 3 clusters Score -69542.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -69557.257812 Penalty: 689.936523
	Iteration 18Q: 3 clusters Score -69557.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -69571.343750 Penalty: 689.936523
	Iteration 19Q: 3 clusters Score -69571.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -69591.414062 Penalty: 689.936523
	Iteration 20F: 3 clusters Score -69591.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -69599.531250 Penalty: 689.936523
	Iteration 21Q: 3 clusters Score -69599.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -69605.648438 Penalty: 689.936523
	Iteration 22Q: 3 clusters Score -69605.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -69610.625000 Penalty: 689.936523
	Iteration 23Q: 3 clusters Score -69610.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -69622.593750 Penalty: 689.936523
	Iteration 24Q: 3 clusters Score -69622.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -69629.734375 Penalty: 689.936523
	Iteration 25Q: 3 clusters Score -69629.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -69631.062500 Penalty: 689.936523
	Iteration 26Q: 3 clusters Score -69631.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -69634.164062 Penalty: 689.936523
	Iteration 27Q: 3 clusters Score -69634.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -69634.953125 Penalty: 689.936523
	Iteration 28Q: 3 clusters Score -69634.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -69637.898438 Penalty: 689.936523
	Iteration 29Q: 3 clusters Score -69637.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -69638.625000 Penalty: 689.936523
	Iteration 30Q: 3 clusters Score -69638.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -69641.617188 Penalty: 689.936523
	Iteration 31Q: 3 clusters Score -69641.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -69642.304688 Penalty: 689.936523
	Iteration 32Q: 3 clusters Score -69642.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -69642.304688 Penalty: 689.936523
	Iteration 33F: 3 clusters Score -69642.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -56912.710938 Penalty: 344.101990
	Iteration 0F: 2 clusters Score -56912.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -55517.734375 Penalty: 688.203979
	Iteration 0F: 3 clusters Score -55517.73 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -56002.390625 Penalty: 688.203979
	Iteration 1F: 3 clusters Score -56002.39 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -56115.757812 Penalty: 688.203979
	Iteration 2F: 3 clusters Score -56115.76 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -56212.421875 Penalty: 688.203979
	Iteration 3F: 3 clusters Score -56212.42 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -56303.097656 Penalty: 688.203979
	Iteration 4F: 3 clusters Score -56303.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -56386.917969 Penalty: 688.203979
	Iteration 5F: 3 clusters Score -56386.92 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -56475.656250 Penalty: 688.203979
	Iteration 6Q: 3 clusters Score -56475.66 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -56544.738281 Penalty: 688.203979
	Iteration 7Q: 3 clusters Score -56544.74 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -56605.957031 Penalty: 688.203979
	Iteration 8Q: 3 clusters Score -56605.96 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -56646.964844 Penalty: 688.203979
	Iteration 9Q: 3 clusters Score -56646.96 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -56667.714844 Penalty: 688.203979
	Iteration 10Q: 3 clusters Score -56667.71 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -56685.363281 Penalty: 688.203979
	Iteration 11Q: 3 clusters Score -56685.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -56694.906250 Penalty: 688.203979
	Iteration 12Q: 3 clusters Score -56694.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -56700.359375 Penalty: 688.203979
	Iteration 13Q: 3 clusters Score -56700.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -56705.468750 Penalty: 688.203979
	Iteration 14Q: 3 clusters Score -56705.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -56710.261719 Penalty: 688.203979
	Iteration 15Q: 3 clusters Score -56710.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -56712.968750 Penalty: 688.203979
	Iteration 16Q: 3 clusters Score -56712.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -56716.089844 Penalty: 688.203979
	Iteration 17Q: 3 clusters Score -56716.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -56720.675781 Penalty: 688.203979
	Iteration 18Q: 3 clusters Score -56720.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -56724.164062 Penalty: 688.203979
	Iteration 19Q: 3 clusters Score -56724.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -56726.546875 Penalty: 688.203979
	Iteration 20F: 3 clusters Score -56726.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -56727.988281 Penalty: 688.203979
	Iteration 21Q: 3 clusters Score -56727.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -56730.058594 Penalty: 688.203979
	Iteration 22Q: 3 clusters Score -56730.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -56731.046875 Penalty: 688.203979
	Iteration 23Q: 3 clusters Score -56731.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -56731.144531 Penalty: 688.203979
	Iteration 24Q: 3 clusters Score -56731.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -56731.144531 Penalty: 688.203979
	Iteration 25F: 3 clusters Score -56731.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Entering Unmasked Estep 
Score: -149548.734375 Penalty: 378.045471
	Iteration 0F: 2 clusters Score -149548.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -146843.781250 Penalty: 756.090942
	Iteration 0F: 3 clusters Score -146843.8 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -147909.968750 Penalty: 756.090942
	Iteration 1F: 3 clusters Score -147910 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -148066.187500 Penalty: 756.090942
	Iteration 2F: 3 clusters Score -148066.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -148237.656250 Penalty: 756.090942
	Iteration 3F: 3 clusters Score -148237.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -148415.984375 Penalty: 756.090942
	Iteration 4F: 3 clusters Score -148416 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -148617.875000 Penalty: 756.090942
	Iteration 5F: 3 clusters Score -148617.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -148778.078125 Penalty: 756.090942
	Iteration 6Q: 3 clusters Score -148778.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -148867.843750 Penalty: 756.090942
	Iteration 7Q: 3 clusters Score -148867.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -148926.984375 Penalty: 756.090942
	Iteration 8Q: 3 clusters Score -148927 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -148962.046875 Penalty: 756.090942
	Iteration 9Q: 3 clusters Score -148962 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -148985.859375 Penalty: 756.090942
	Iteration 10Q: 3 clusters Score -148985.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -149006.359375 Penalty: 756.090942
	Iteration 11Q: 3 clusters Score -149006.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -149028.031250 Penalty: 756.090942
	Iteration 12Q: 3 clusters Score -149028 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -149047.265625 Penalty: 756.090942
	Iteration 13Q: 3 clusters Score -149047.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -149065.515625 Penalty: 756.090942
	Iteration 14Q: 3 clusters Score -149065.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -149085.796875 Penalty: 756.090942
	Iteration 15Q: 3 clusters Score -149085.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -149104.562500 Penalty: 756.090942
	Iteration 16Q: 3 clusters Score -149104.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -149124.734375 Penalty: 756.090942
	Iteration 17Q: 3 clusters Score -149124.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -149147.578125 Penalty: 756.090942
	Iteration 18Q: 3 clusters Score -149147.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -149172.296875 Penalty: 756.090942
	Iteration 19Q: 3 clusters Score -149172.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -149189.437500 Penalty: 756.090942
	Iteration 20F: 3 clusters Score -149189.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -149205.203125 Penalty: 756.090942
	Iteration 21Q: 3 clusters Score -149205.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -149210.312500 Penalty: 756.090942
	Iteration 22Q: 3 clusters Score -149210.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -149213.718750 Penalty: 756.090942
	Iteration 23Q: 3 clusters Score -149213.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -149216.171875 Penalty: 756.090942
	Iteration 24Q: 3 clusters Score -149216.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -149218.421875 Penalty: 756.090942
	Iteration 25Q: 3 clusters Score -149218.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -149224.468750 Penalty: 756.090942
	Iteration 26Q: 3 clusters Score -149224.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -149225.828125 Penalty: 756.090942
	Iteration 27Q: 3 clusters Score -149225.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -149226.000000 Penalty: 756.090942
	Iteration 28Q: 3 clusters Score -149226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -149227.750000 Penalty: 756.090942
	Iteration 29Q: 3 clusters Score -149227.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -149229.828125 Penalty: 756.090942
	Iteration 30Q: 3 clusters Score -149229.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -149231.218750 Penalty: 756.090942
	Iteration 31Q: 3 clusters Score -149231.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -149231.750000 Penalty: 756.090942
	Iteration 32Q: 3 clusters Score -149231.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -149232.062500 Penalty: 756.090942
	Iteration 33Q: 3 clusters Score -149232.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -149232.062500 Penalty: 756.090942
	Iteration 34F: 3 clusters Score -149232.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -46496.707031 Penalty: 328.125854
	Iteration 0F: 2 clusters Score -46496.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -45465.429688 Penalty: 656.251709
	Iteration 0F: 3 clusters Score -45465.43 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -45766.511719 Penalty: 656.251709
	Iteration 1F: 3 clusters Score -45766.51 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -45829.183594 Penalty: 656.251709
	Iteration 2F: 3 clusters Score -45829.18 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -45895.980469 Penalty: 656.251709
	Iteration 3F: 3 clusters Score -45895.98 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -45984.015625 Penalty: 656.251709
	Iteration 4F: 3 clusters Score -45984.02 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -46068.261719 Penalty: 656.251709
	Iteration 5F: 3 clusters Score -46068.26 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -46131.636719 Penalty: 656.251709
	Iteration 6F: 3 clusters Score -46131.64 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -46175.339844 Penalty: 656.251709
	Iteration 7Q: 3 clusters Score -46175.34 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -46211.687500 Penalty: 656.251709
	Iteration 8Q: 3 clusters Score -46211.69 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -46268.097656 Penalty: 656.251709
	Iteration 9Q: 3 clusters Score -46268.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -46320.523438 Penalty: 656.251709
	Iteration 10Q: 3 clusters Score -46320.52 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -46395.636719 Penalty: 656.251709
	Iteration 11Q: 3 clusters Score -46395.64 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -46473.238281 Penalty: 656.251709
	Iteration 12F: 3 clusters Score -46473.24 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -46533.558594 Penalty: 656.251709
	Iteration 13Q: 3 clusters Score -46533.56 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -46573.148438 Penalty: 656.251709
	Iteration 14Q: 3 clusters Score -46573.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -46612.812500 Penalty: 656.251709
	Iteration 15Q: 3 clusters Score -46612.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -46642.929688 Penalty: 656.251709
	Iteration 16Q: 3 clusters Score -46642.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -46655.488281 Penalty: 656.251709
	Iteration 17Q: 3 clusters Score -46655.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -46659.335938 Penalty: 656.251709
	Iteration 18Q: 3 clusters Score -46659.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -46662.480469 Penalty: 656.251709
	Iteration 19Q: 3 clusters Score -46662.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -46665.683594 Penalty: 656.251709
	Iteration 20F: 3 clusters Score -46665.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -46667.253906 Penalty: 656.251709
	Iteration 21Q: 3 clusters Score -46667.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -46667.253906 Penalty: 656.251709
	Iteration 22F: 3 clusters Score -46667.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 7089 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6928 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 10983 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 589225 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 2751 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 11226 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1566 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563894 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21237 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 2764 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 1925 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 593 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11830 members 
Mstep: Class 41 contains 12307 members 
Mstep: Class 42 contains 4355 members 
Mstep: Class 43 contains 7307 members 
Mstep: Class 44 contains 348 members 
Mstep: Class 45 contains 762 members 
Entering Unmasked Estep 
Score: -50385696.000000 Penalty: 28958.546875
Splitting cluster 38 changes total score from -50385852.000000 to -50385696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Entering Unmasked Estep 
Score: -44346.605469 Penalty: 324.273529
	Iteration 0F: 2 clusters Score -44346.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -43346.761719 Penalty: 648.547058
	Iteration 0F: 3 clusters Score -43346.76 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -43661.507812 Penalty: 648.547058
	Iteration 1F: 3 clusters Score -43661.51 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -43776.050781 Penalty: 648.547058
	Iteration 2F: 3 clusters Score -43776.05 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -43873.292969 Penalty: 648.547058
	Iteration 3F: 3 clusters Score -43873.29 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -43953.660156 Penalty: 648.547058
	Iteration 4F: 3 clusters Score -43953.66 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -44004.148438 Penalty: 648.547058
	Iteration 5F: 3 clusters Score -44004.15 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -44051.937500 Penalty: 648.547058
	Iteration 6Q: 3 clusters Score -44051.94 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -44103.542969 Penalty: 648.547058
	Iteration 7F: 3 clusters Score -44103.54 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -44128.214844 Penalty: 648.547058
	Iteration 8Q: 3 clusters Score -44128.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -44138.453125 Penalty: 648.547058
	Iteration 9Q: 3 clusters Score -44138.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -44148.519531 Penalty: 648.547058
	Iteration 10Q: 3 clusters Score -44148.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -44157.160156 Penalty: 648.547058
	Iteration 11Q: 3 clusters Score -44157.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -44170.707031 Penalty: 648.547058
	Iteration 12Q: 3 clusters Score -44170.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -44179.546875 Penalty: 648.547058
	Iteration 13Q: 3 clusters Score -44179.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -44187.578125 Penalty: 648.547058
	Iteration 14Q: 3 clusters Score -44187.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -44194.273438 Penalty: 648.547058
	Iteration 15Q: 3 clusters Score -44194.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -44198.695312 Penalty: 648.547058
	Iteration 16Q: 3 clusters Score -44198.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -44200.277344 Penalty: 648.547058
	Iteration 17Q: 3 clusters Score -44200.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -44200.476562 Penalty: 648.547058
	Iteration 18Q: 3 clusters Score -44200.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -44200.933594 Penalty: 648.547058
	Iteration 19Q: 3 clusters Score -44200.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -44202.332031 Penalty: 648.547058
	Iteration 20F: 3 clusters Score -44202.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -44202.824219 Penalty: 648.547058
	Iteration 21Q: 3 clusters Score -44202.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -44202.824219 Penalty: 648.547058
	Iteration 22F: 3 clusters Score -44202.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (11830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Entering Unmasked Estep 
Score: -442801.906250 Penalty: 426.716919
	Iteration 0F: 2 clusters Score -442801.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -434972.250000 Penalty: 853.433838
	Iteration 0F: 3 clusters Score -434972.2 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -438264.500000 Penalty: 853.433838
	Iteration 1F: 3 clusters Score -438264.5 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -438761.156250 Penalty: 853.433838
	Iteration 2F: 3 clusters Score -438761.2 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -439321.781250 Penalty: 853.433838
	Iteration 3F: 3 clusters Score -439321.8 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -439910.187500 Penalty: 853.433838
	Iteration 4F: 3 clusters Score -439910.2 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -440419.250000 Penalty: 853.433838
	Iteration 5F: 3 clusters Score -440419.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -440734.031250 Penalty: 853.433838
	Iteration 6F: 3 clusters Score -440734 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -440876.312500 Penalty: 853.433838
	Iteration 7Q: 3 clusters Score -440876.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -440939.343750 Penalty: 853.433838
	Iteration 8Q: 3 clusters Score -440939.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -440976.093750 Penalty: 853.433838
	Iteration 9Q: 3 clusters Score -440976.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -440996.218750 Penalty: 853.433838
	Iteration 10Q: 3 clusters Score -440996.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -441019.187500 Penalty: 853.433838
	Iteration 11Q: 3 clusters Score -441019.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -441047.968750 Penalty: 853.433838
	Iteration 12Q: 3 clusters Score -441048 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -441086.093750 Penalty: 853.433838
	Iteration 13Q: 3 clusters Score -441086.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -441124.156250 Penalty: 853.433838
	Iteration 14Q: 3 clusters Score -441124.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -441160.343750 Penalty: 853.433838
	Iteration 15Q: 3 clusters Score -441160.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -441205.500000 Penalty: 853.433838
	Iteration 16Q: 3 clusters Score -441205.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -441246.843750 Penalty: 853.433838
	Iteration 17Q: 3 clusters Score -441246.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -441282.093750 Penalty: 853.433838
	Iteration 18Q: 3 clusters Score -441282.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -441329.281250 Penalty: 853.433838
	Iteration 19Q: 3 clusters Score -441329.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -441383.656250 Penalty: 853.433838
	Iteration 20F: 3 clusters Score -441383.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -441427.750000 Penalty: 853.433838
	Iteration 21Q: 3 clusters Score -441427.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -441492.843750 Penalty: 853.433838
	Iteration 22Q: 3 clusters Score -441492.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -441554.718750 Penalty: 853.433838
	Iteration 23Q: 3 clusters Score -441554.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -441622.062500 Penalty: 853.433838
	Iteration 24Q: 3 clusters Score -441622.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -441693.750000 Penalty: 853.433838
	Iteration 25Q: 3 clusters Score -441693.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -441752.312500 Penalty: 853.433838
	Iteration 26Q: 3 clusters Score -441752.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -441802.187500 Penalty: 853.433838
	Iteration 27Q: 3 clusters Score -441802.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -441849.562500 Penalty: 853.433838
	Iteration 28Q: 3 clusters Score -441849.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -441913.843750 Penalty: 853.433838
	Iteration 29Q: 3 clusters Score -441913.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -441991.781250 Penalty: 853.433838
	Iteration 30Q: 3 clusters Score -441991.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -442070.562500 Penalty: 853.433838
	Iteration 31Q: 3 clusters Score -442070.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -442139.750000 Penalty: 853.433838
	Iteration 32Q: 3 clusters Score -442139.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -442197.656250 Penalty: 853.433838
	Iteration 33Q: 3 clusters Score -442197.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -442241.750000 Penalty: 853.433838
	Iteration 34Q: 3 clusters Score -442241.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -442275.156250 Penalty: 853.433838
	Iteration 35Q: 3 clusters Score -442275.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -442299.156250 Penalty: 853.433838
	Iteration 36Q: 3 clusters Score -442299.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -442323.750000 Penalty: 853.433838
	Iteration 37Q: 3 clusters Score -442323.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -442340.781250 Penalty: 853.433838
	Iteration 38Q: 3 clusters Score -442340.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -442353.312500 Penalty: 853.433838
	Iteration 39Q: 3 clusters Score -442353.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -442361.531250 Penalty: 853.433838
	Iteration 40F: 3 clusters Score -442361.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -442377.812500 Penalty: 853.433838
	Iteration 41Q: 3 clusters Score -442377.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -442390.593750 Penalty: 853.433838
	Iteration 42Q: 3 clusters Score -442390.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -442402.937500 Penalty: 853.433838
	Iteration 43Q: 3 clusters Score -442402.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -442415.843750 Penalty: 853.433838
	Iteration 44Q: 3 clusters Score -442415.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -442429.781250 Penalty: 853.433838
	Iteration 45Q: 3 clusters Score -442429.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -442439.468750 Penalty: 853.433838
	Iteration 46Q: 3 clusters Score -442439.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -442448.125000 Penalty: 853.433838
	Iteration 47Q: 3 clusters Score -442448.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -442455.125000 Penalty: 853.433838
	Iteration 48Q: 3 clusters Score -442455.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -442458.656250 Penalty: 853.433838
	Iteration 49Q: 3 clusters Score -442458.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -442460.343750 Penalty: 853.433838
	Iteration 50Q: 3 clusters Score -442460.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -442463.937500 Penalty: 853.433838
	Iteration 51Q: 3 clusters Score -442463.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -442467.375000 Penalty: 853.433838
	Iteration 52Q: 3 clusters Score -442467.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -442470.156250 Penalty: 853.433838
	Iteration 53Q: 3 clusters Score -442470.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -442472.218750 Penalty: 853.433838
	Iteration 54Q: 3 clusters Score -442472.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -442473.500000 Penalty: 853.433838
	Iteration 55Q: 3 clusters Score -442473.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -442474.875000 Penalty: 853.433838
	Iteration 56Q: 3 clusters Score -442474.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -442475.406250 Penalty: 853.433838
	Iteration 57Q: 3 clusters Score -442475.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -442476.968750 Penalty: 853.433838
	Iteration 58Q: 3 clusters Score -442477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -442479.312500 Penalty: 853.433838
	Iteration 59Q: 3 clusters Score -442479.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -442480.437500 Penalty: 853.433838
	Iteration 60F: 3 clusters Score -442480.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -442482.406250 Penalty: 853.433838
	Iteration 61Q: 3 clusters Score -442482.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -442484.875000 Penalty: 853.433838
	Iteration 62Q: 3 clusters Score -442484.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -442485.468750 Penalty: 853.433838
	Iteration 63Q: 3 clusters Score -442485.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -442485.656250 Penalty: 853.433838
	Iteration 64Q: 3 clusters Score -442485.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -442485.375000 Penalty: 853.433838
	Iteration 65Q: 3 clusters Score -442485.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -442488.218750 Penalty: 853.433838
	Iteration 66Q: 3 clusters Score -442488.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -442489.093750 Penalty: 853.433838
	Iteration 67Q: 3 clusters Score -442489.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -442489.437500 Penalty: 853.433838
	Iteration 68Q: 3 clusters Score -442489.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -442490.031250 Penalty: 853.433838
	Iteration 69Q: 3 clusters Score -442490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -442489.812500 Penalty: 853.433838
	Iteration 70Q: 3 clusters Score -442489.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -442490.250000 Penalty: 853.433838
	Iteration 71Q: 3 clusters Score -442490.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -442490.843750 Penalty: 853.433838
	Iteration 72Q: 3 clusters Score -442490.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -442490.718750 Penalty: 853.433838
	Iteration 73Q: 3 clusters Score -442490.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -442492.375000 Penalty: 853.433838
	Iteration 74Q: 3 clusters Score -442492.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -442491.593750 Penalty: 853.433838
	Iteration 75Q: 3 clusters Score -442491.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -442492.406250 Penalty: 853.433838
	Iteration 76Q: 3 clusters Score -442492.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -442492.906250 Penalty: 853.433838
	Iteration 77Q: 3 clusters Score -442492.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -442493.312500 Penalty: 853.433838
	Iteration 78Q: 3 clusters Score -442493.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -442493.000000 Penalty: 853.433838
	Iteration 79Q: 3 clusters Score -442493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -442493.000000 Penalty: 853.433838
	Iteration 80F: 3 clusters Score -442493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (12307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Entering Unmasked Estep 
Score: -452098.218750 Penalty: 428.515533
	Iteration 0F: 2 clusters Score -452098.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -443870.312500 Penalty: 857.031067
	Iteration 0F: 3 clusters Score -443870.3 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -448346.718750 Penalty: 857.031067
	Iteration 1F: 3 clusters Score -448346.7 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -449414.718750 Penalty: 857.031067
	Iteration 2F: 3 clusters Score -449414.7 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -450404.562500 Penalty: 857.031067
	Iteration 3F: 3 clusters Score -450404.6 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -451177.312500 Penalty: 857.031067
	Iteration 4F: 3 clusters Score -451177.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -451633.593750 Penalty: 857.031067
	Iteration 5Q: 3 clusters Score -451633.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -451812.468750 Penalty: 857.031067
	Iteration 6Q: 3 clusters Score -451812.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -451903.593750 Penalty: 857.031067
	Iteration 7Q: 3 clusters Score -451903.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -451958.281250 Penalty: 857.031067
	Iteration 8Q: 3 clusters Score -451958.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -451990.375000 Penalty: 857.031067
	Iteration 9Q: 3 clusters Score -451990.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -452010.968750 Penalty: 857.031067
	Iteration 10Q: 3 clusters Score -452011 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -452030.875000 Penalty: 857.031067
	Iteration 11Q: 3 clusters Score -452030.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -452046.250000 Penalty: 857.031067
	Iteration 12Q: 3 clusters Score -452046.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -452055.062500 Penalty: 857.031067
	Iteration 13Q: 3 clusters Score -452055.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -452066.750000 Penalty: 857.031067
	Iteration 14Q: 3 clusters Score -452066.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -452075.406250 Penalty: 857.031067
	Iteration 15Q: 3 clusters Score -452075.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -452081.218750 Penalty: 857.031067
	Iteration 16Q: 3 clusters Score -452081.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -452085.468750 Penalty: 857.031067
	Iteration 17Q: 3 clusters Score -452085.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -452088.187500 Penalty: 857.031067
	Iteration 18Q: 3 clusters Score -452088.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -452091.562500 Penalty: 857.031067
	Iteration 19Q: 3 clusters Score -452091.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -452097.218750 Penalty: 857.031067
	Iteration 20F: 3 clusters Score -452097.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -452101.218750 Penalty: 857.031067
	Iteration 21Q: 3 clusters Score -452101.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -452103.593750 Penalty: 857.031067
	Iteration 22Q: 3 clusters Score -452103.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -452105.781250 Penalty: 857.031067
	Iteration 23Q: 3 clusters Score -452105.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -452108.218750 Penalty: 857.031067
	Iteration 24Q: 3 clusters Score -452108.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -452108.718750 Penalty: 857.031067
	Iteration 25Q: 3 clusters Score -452108.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -452109.468750 Penalty: 857.031067
	Iteration 26Q: 3 clusters Score -452109.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -452109.468750 Penalty: 857.031067
	Iteration 27F: 3 clusters Score -452109.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 7089 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6928 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 10983 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 589225 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 2751 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 11226 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1566 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563894 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21237 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 2764 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 1925 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11830 members 
Mstep: Class 41 contains 11279 members 
Mstep: Class 42 contains 4355 members 
Mstep: Class 43 contains 7307 members 
Mstep: Class 44 contains 348 members 
Mstep: Class 45 contains 1028 members 
Entering Unmasked Estep 
Score: -50385644.000000 Penalty: 28958.546875
Splitting cluster 41 changes total score from -50385852.000000 to -50385644.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (4355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Entering Unmasked Estep 
Score: -161161.296875 Penalty: 381.248138
	Iteration 0F: 2 clusters Score -161161.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -158187.343750 Penalty: 762.496277
	Iteration 0F: 3 clusters Score -158187.3 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -159388.687500 Penalty: 762.496277
	Iteration 1F: 3 clusters Score -159388.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -159481.000000 Penalty: 762.496277
	Iteration 2F: 3 clusters Score -159481 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -159565.562500 Penalty: 762.496277
	Iteration 3Q: 3 clusters Score -159565.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -159639.515625 Penalty: 762.496277
	Iteration 4Q: 3 clusters Score -159639.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -159745.453125 Penalty: 762.496277
	Iteration 5Q: 3 clusters Score -159745.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -159886.125000 Penalty: 762.496277
	Iteration 6Q: 3 clusters Score -159886.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -160087.781250 Penalty: 762.496277
	Iteration 7F: 3 clusters Score -160087.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -160253.796875 Penalty: 762.496277
	Iteration 8F: 3 clusters Score -160253.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -160347.359375 Penalty: 762.496277
	Iteration 9Q: 3 clusters Score -160347.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -160408.203125 Penalty: 762.496277
	Iteration 10Q: 3 clusters Score -160408.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -160452.562500 Penalty: 762.496277
	Iteration 11Q: 3 clusters Score -160452.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -160486.265625 Penalty: 762.496277
	Iteration 12Q: 3 clusters Score -160486.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -160528.812500 Penalty: 762.496277
	Iteration 13Q: 3 clusters Score -160528.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -160577.046875 Penalty: 762.496277
	Iteration 14Q: 3 clusters Score -160577 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -160613.406250 Penalty: 762.496277
	Iteration 15Q: 3 clusters Score -160613.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -160661.609375 Penalty: 762.496277
	Iteration 16Q: 3 clusters Score -160661.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -160705.906250 Penalty: 762.496277
	Iteration 17Q: 3 clusters Score -160705.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -160750.031250 Penalty: 762.496277
	Iteration 18Q: 3 clusters Score -160750 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -160793.000000 Penalty: 762.496277
	Iteration 19Q: 3 clusters Score -160793 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -160827.187500 Penalty: 762.496277
	Iteration 20F: 3 clusters Score -160827.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -160851.109375 Penalty: 762.496277
	Iteration 21Q: 3 clusters Score -160851.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -160864.937500 Penalty: 762.496277
	Iteration 22Q: 3 clusters Score -160864.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -160875.531250 Penalty: 762.496277
	Iteration 23Q: 3 clusters Score -160875.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -160884.875000 Penalty: 762.496277
	Iteration 24Q: 3 clusters Score -160884.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -160896.734375 Penalty: 762.496277
	Iteration 25Q: 3 clusters Score -160896.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -160908.281250 Penalty: 762.496277
	Iteration 26Q: 3 clusters Score -160908.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -160921.375000 Penalty: 762.496277
	Iteration 27Q: 3 clusters Score -160921.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -160932.468750 Penalty: 762.496277
	Iteration 28Q: 3 clusters Score -160932.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -160939.718750 Penalty: 762.496277
	Iteration 29Q: 3 clusters Score -160939.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -160953.343750 Penalty: 762.496277
	Iteration 30Q: 3 clusters Score -160953.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -160964.093750 Penalty: 762.496277
	Iteration 31Q: 3 clusters Score -160964.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -160968.968750 Penalty: 762.496277
	Iteration 32Q: 3 clusters Score -160969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -160973.937500 Penalty: 762.496277
	Iteration 33Q: 3 clusters Score -160973.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -160978.109375 Penalty: 762.496277
	Iteration 34Q: 3 clusters Score -160978.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -160979.906250 Penalty: 762.496277
	Iteration 35Q: 3 clusters Score -160979.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -160982.562500 Penalty: 762.496277
	Iteration 36Q: 3 clusters Score -160982.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -160984.218750 Penalty: 762.496277
	Iteration 37Q: 3 clusters Score -160984.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -160988.312500 Penalty: 762.496277
	Iteration 38Q: 3 clusters Score -160988.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -160991.421875 Penalty: 762.496277
	Iteration 39Q: 3 clusters Score -160991.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -160992.656250 Penalty: 762.496277
	Iteration 40F: 3 clusters Score -160992.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -160994.375000 Penalty: 762.496277
	Iteration 41Q: 3 clusters Score -160994.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -160994.531250 Penalty: 762.496277
	Iteration 42Q: 3 clusters Score -160994.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -160995.515625 Penalty: 762.496277
	Iteration 43Q: 3 clusters Score -160995.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -160996.140625 Penalty: 762.496277
	Iteration 44Q: 3 clusters Score -160996.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -160996.984375 Penalty: 762.496277
	Iteration 45Q: 3 clusters Score -160997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -160996.921875 Penalty: 762.496277
	Iteration 46Q: 3 clusters Score -160996.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -160996.921875 Penalty: 762.496277
	Iteration 47F: 3 clusters Score -160996.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Entering Unmasked Estep 
Score: -269779.843750 Penalty: 404.794769
	Iteration 0F: 2 clusters Score -269779.8 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 3628 members 
Entering Unmasked Estep 
Score: -264826.343750 Penalty: 809.589539
	Iteration 0F: 3 clusters Score -264826.3 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -266736.937500 Penalty: 809.589539
	Iteration 1F: 3 clusters Score -266736.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -266855.218750 Penalty: 809.589539
	Iteration 2Q: 3 clusters Score -266855.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -266971.906250 Penalty: 809.589539
	Iteration 3Q: 3 clusters Score -266971.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -267108.312500 Penalty: 809.589539
	Iteration 4Q: 3 clusters Score -267108.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -267282.531250 Penalty: 809.589539
	Iteration 5Q: 3 clusters Score -267282.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -267503.843750 Penalty: 809.589539
	Iteration 6Q: 3 clusters Score -267503.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -267729.812500 Penalty: 809.589539
	Iteration 7Q: 3 clusters Score -267729.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -267924.468750 Penalty: 809.589539
	Iteration 8Q: 3 clusters Score -267924.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -268136.687500 Penalty: 809.589539
	Iteration 9Q: 3 clusters Score -268136.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -268327.187500 Penalty: 809.589539
	Iteration 10Q: 3 clusters Score -268327.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -268489.031250 Penalty: 809.589539
	Iteration 11Q: 3 clusters Score -268489 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -268600.812500 Penalty: 809.589539
	Iteration 12Q: 3 clusters Score -268600.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -268672.937500 Penalty: 809.589539
	Iteration 13Q: 3 clusters Score -268672.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -268720.000000 Penalty: 809.589539
	Iteration 14Q: 3 clusters Score -268720 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -268753.187500 Penalty: 809.589539
	Iteration 15Q: 3 clusters Score -268753.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -268787.718750 Penalty: 809.589539
	Iteration 16Q: 3 clusters Score -268787.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -268817.500000 Penalty: 809.589539
	Iteration 17Q: 3 clusters Score -268817.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -268846.000000 Penalty: 809.589539
	Iteration 18Q: 3 clusters Score -268846 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -268873.687500 Penalty: 809.589539
	Iteration 19Q: 3 clusters Score -268873.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -268911.468750 Penalty: 809.589539
	Iteration 20F: 3 clusters Score -268911.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -268957.156250 Penalty: 809.589539
	Iteration 21Q: 3 clusters Score -268957.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -269002.937500 Penalty: 809.589539
	Iteration 22Q: 3 clusters Score -269002.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -269050.812500 Penalty: 809.589539
	Iteration 23Q: 3 clusters Score -269050.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -269102.531250 Penalty: 809.589539
	Iteration 24Q: 3 clusters Score -269102.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -269136.843750 Penalty: 809.589539
	Iteration 25Q: 3 clusters Score -269136.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -269163.562500 Penalty: 809.589539
	Iteration 26Q: 3 clusters Score -269163.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -269201.656250 Penalty: 809.589539
	Iteration 27Q: 3 clusters Score -269201.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -269236.593750 Penalty: 809.589539
	Iteration 28Q: 3 clusters Score -269236.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -269266.437500 Penalty: 809.589539
	Iteration 29Q: 3 clusters Score -269266.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -269295.875000 Penalty: 809.589539
	Iteration 30Q: 3 clusters Score -269295.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -269325.156250 Penalty: 809.589539
	Iteration 31Q: 3 clusters Score -269325.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -269357.000000 Penalty: 809.589539
	Iteration 32Q: 3 clusters Score -269357 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -269384.625000 Penalty: 809.589539
	Iteration 33Q: 3 clusters Score -269384.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -269403.375000 Penalty: 809.589539
	Iteration 34Q: 3 clusters Score -269403.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -269414.968750 Penalty: 809.589539
	Iteration 35Q: 3 clusters Score -269415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -269421.687500 Penalty: 809.589539
	Iteration 36Q: 3 clusters Score -269421.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -269427.500000 Penalty: 809.589539
	Iteration 37Q: 3 clusters Score -269427.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -269436.968750 Penalty: 809.589539
	Iteration 38Q: 3 clusters Score -269437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -269441.343750 Penalty: 809.589539
	Iteration 39Q: 3 clusters Score -269441.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -269443.218750 Penalty: 809.589539
	Iteration 40F: 3 clusters Score -269443.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -269443.875000 Penalty: 809.589539
	Iteration 41Q: 3 clusters Score -269443.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -269443.812500 Penalty: 809.589539
	Iteration 42Q: 3 clusters Score -269443.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -269443.812500 Penalty: 809.589539
	Iteration 43F: 3 clusters Score -269443.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -9236.193359 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -9236.193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -8868.013672 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -8868.014 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9054.297852 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -9054.298 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9149.172852 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -9149.173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9179.607422 Penalty: 532.550415
	Iteration 3F: 3 clusters Score -9179.607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9192.353516 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -9192.354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9195.870117 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -9195.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9197.471680 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -9197.472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9198.291016 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -9198.291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9199.850586 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -9199.851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9203.620117 Penalty: 532.550415
	Iteration 9Q: 3 clusters Score -9203.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9203.914062 Penalty: 532.550415
	Iteration 10Q: 3 clusters Score -9203.914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9205.447266 Penalty: 532.550415
	Iteration 11Q: 3 clusters Score -9205.447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9218.569336 Penalty: 532.550415
	Iteration 12Q: 3 clusters Score -9218.569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9253.000977 Penalty: 532.550415
	Iteration 13Q: 3 clusters Score -9253.001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9284.441406 Penalty: 532.550415
	Iteration 14Q: 3 clusters Score -9284.441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9298.762695 Penalty: 532.550415
	Iteration 15Q: 3 clusters Score -9298.763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9307.670898 Penalty: 532.550415
	Iteration 16Q: 3 clusters Score -9307.671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9316.671875 Penalty: 532.550415
	Iteration 17Q: 3 clusters Score -9316.672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9316.671875 Penalty: 532.550415
	Iteration 18F: 3 clusters Score -9316.672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 7089 members 
Mstep: Class 6 contains 8047 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 16685 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 6928 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 10983 members 
Mstep: Class 16 contains 866 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 589225 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 2751 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 11226 members 
Mstep: Class 23 contains 950 members 
Mstep: Class 24 contains 1566 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 563894 members 
Mstep: Class 28 contains 2811 members 
Mstep: Class 29 contains 21237 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 2764 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 1925 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 1355 members 
Mstep: Class 39 contains 1245 members 
Mstep: Class 40 contains 11830 members 
Mstep: Class 41 contains 12307 members 
Mstep: Class 42 contains 4355 members 
Mstep: Class 43 contains 7307 members 
Mstep: Class 44 contains 187 members 
Mstep: Class 45 contains 161 members 
Entering Unmasked Estep 
Score: -50385548.000000 Penalty: 28958.546875
Splitting cluster 44 changes total score from -50385852.000000 to -50385548.000000
So it's not getting split.
21->45 Clusters: Score -50385852.000000, best is -50376728.000000
THE BEST YET!

Starting from 22 clusters...
--- Clustering full data set of 1387992 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65973 members 
Mstep: Class 2 contains 65646 members 
Mstep: Class 3 contains 65938 members 
Mstep: Class 4 contains 65771 members 
Mstep: Class 5 contains 65987 members 
Mstep: Class 6 contains 66467 members 
Mstep: Class 7 contains 66165 members 
Mstep: Class 8 contains 66243 members 
Mstep: Class 9 contains 66353 members 
Mstep: Class 10 contains 65978 members 
Mstep: Class 11 contains 66702 members 
Mstep: Class 12 contains 66211 members 
Mstep: Class 13 contains 66055 members 
Mstep: Class 14 contains 65906 members 
Mstep: Class 15 contains 66315 members 
Mstep: Class 16 contains 66633 members 
Mstep: Class 17 contains 65823 members 
Mstep: Class 18 contains 66069 members 
Mstep: Class 19 contains 66485 members 
Mstep: Class 20 contains 65785 members 
Mstep: Class 21 contains 65487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 153.037933 but Gain 643.523438
Score: -44931132.000000 Penalty: 12870.465820
Iteration 0F: 21 clusters Score -4.493113e+07 nChanged 1319084
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 154357 members 
Mstep: Class 2 contains 26408 members 
Mstep: Class 3 contains 39122 members 
Mstep: Class 4 contains 27823 members 
Mstep: Class 5 contains 82495 members 
Mstep: Class 6 contains 141168 members 
Mstep: Class 7 contains 43281 members 
Mstep: Class 8 contains 131569 members 
Mstep: Class 9 contains 43781 members 
Mstep: Class 10 contains 44228 members 
Mstep: Class 11 contains 119491 members 
Mstep: Class 12 contains 38113 members 
Mstep: Class 13 contains 14439 members 
Mstep: Class 14 contains 54917 members 
Mstep: Class 15 contains 137443 members 
Mstep: Class 16 contains 35353 members 
Mstep: Class 18 contains 56823 members 
Mstep: Class 19 contains 136420 members 
Mstep: Class 20 contains 30301 members 
Mstep: Class 21 contains 29994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48302864.000000 Penalty: 12870.465820
Iteration 1F: 21 clusters Score -4.830286e+07 nChanged 420866
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 150949 members 
Mstep: Class 2 contains 12972 members 
Mstep: Class 3 contains 23815 members 
Mstep: Class 4 contains 17158 members 
Mstep: Class 5 contains 89488 members 
Mstep: Class 6 contains 180198 members 
Mstep: Class 7 contains 33983 members 
Mstep: Class 8 contains 145616 members 
Mstep: Class 9 contains 29822 members 
Mstep: Class 10 contains 34637 members 
Mstep: Class 11 contains 140822 members 
Mstep: Class 12 contains 23528 members 
Mstep: Class 13 contains 5867 members 
Mstep: Class 14 contains 44265 members 
Mstep: Class 15 contains 173671 members 
Mstep: Class 16 contains 20832 members 
Mstep: Class 18 contains 57252 members 
Mstep: Class 19 contains 157905 members 
Mstep: Class 20 contains 21307 members 
Mstep: Class 21 contains 23726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48690632.000000 Penalty: 12870.465820
Iteration 2F: 21 clusters Score -4.869063e+07 nChanged 260288
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 141703 members 
Mstep: Class 2 contains 6100 members 
Mstep: Class 3 contains 14386 members 
Mstep: Class 4 contains 13621 members 
Mstep: Class 5 contains 88245 members 
Mstep: Class 6 contains 198104 members 
Mstep: Class 7 contains 25518 members 
Mstep: Class 8 contains 162982 members 
Mstep: Class 9 contains 24272 members 
Mstep: Class 10 contains 31343 members 
Mstep: Class 11 contains 146490 members 
Mstep: Class 12 contains 13500 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 30604 members 
Mstep: Class 15 contains 185218 members 
Mstep: Class 16 contains 11858 members 
Mstep: Class 18 contains 65665 members 
Mstep: Class 19 contains 187152 members 
Mstep: Class 20 contains 18160 members 
Mstep: Class 21 contains 20376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48937192.000000 Penalty: 12870.465820
Iteration 3F: 21 clusters Score -4.893719e+07 nChanged 206309
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 126822 members 
Mstep: Class 2 contains 2980 members 
Mstep: Class 3 contains 8093 members 
Mstep: Class 4 contains 13150 members 
Mstep: Class 5 contains 93128 members 
Mstep: Class 6 contains 205830 members 
Mstep: Class 7 contains 17959 members 
Mstep: Class 8 contains 177280 members 
Mstep: Class 9 contains 22023 members 
Mstep: Class 10 contains 28471 members 
Mstep: Class 11 contains 141966 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 17851 members 
Mstep: Class 15 contains 184429 members 
Mstep: Class 16 contains 6168 members 
Mstep: Class 18 contains 84810 members 
Mstep: Class 19 contains 209931 members 
Mstep: Class 20 contains 17078 members 
Mstep: Class 21 contains 21472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49142800.000000 Penalty: 12870.465820
Iteration 4F: 21 clusters Score -4.91428e+07 nChanged 188260
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 109081 members 
Mstep: Class 2 contains 1865 members 
Mstep: Class 3 contains 4598 members 
Mstep: Class 4 contains 13412 members 
Mstep: Class 5 contains 119717 members 
Mstep: Class 6 contains 206667 members 
Mstep: Class 7 contains 11923 members 
Mstep: Class 8 contains 184369 members 
Mstep: Class 9 contains 20939 members 
Mstep: Class 10 contains 25486 members 
Mstep: Class 11 contains 129079 members 
Mstep: Class 12 contains 3575 members 
Mstep: Class 13 contains 1107 members 
Mstep: Class 14 contains 9053 members 
Mstep: Class 15 contains 169973 members 
Mstep: Class 16 contains 3291 members 
Mstep: Class 18 contains 106688 members 
Mstep: Class 19 contains 221590 members 
Mstep: Class 20 contains 16634 members 
Mstep: Class 21 contains 28839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49304344.000000 Penalty: 12870.465820
Iteration 5F: 21 clusters Score -4.930434e+07 nChanged 174215
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 92147 members 
Mstep: Class 2 contains 1543 members 
Mstep: Class 3 contains 2932 members 
Mstep: Class 4 contains 13875 members 
Mstep: Class 5 contains 158825 members 
Mstep: Class 6 contains 204686 members 
Mstep: Class 7 contains 8147 members 
Mstep: Class 8 contains 185643 members 
Mstep: Class 9 contains 20217 members 
Mstep: Class 10 contains 23929 members 
Mstep: Class 11 contains 112565 members 
Mstep: Class 12 contains 2054 members 
Mstep: Class 13 contains 1013 members 
Mstep: Class 14 contains 4329 members 
Mstep: Class 15 contains 147475 members 
Mstep: Class 16 contains 2045 members 
Mstep: Class 18 contains 129429 members 
Mstep: Class 19 contains 223153 members 
Mstep: Class 20 contains 16203 members 
Mstep: Class 21 contains 37677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49448588.000000 Penalty: 12870.465820
Iteration 6F: 21 clusters Score -4.944859e+07 nChanged 160395
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 78104 members 
Mstep: Class 2 contains 1398 members 
Mstep: Class 3 contains 2142 members 
Mstep: Class 4 contains 14190 members 
Mstep: Class 5 contains 208135 members 
Mstep: Class 6 contains 199889 members 
Mstep: Class 7 contains 6171 members 
Mstep: Class 8 contains 181029 members 
Mstep: Class 9 contains 19606 members 
Mstep: Class 10 contains 25549 members 
Mstep: Class 11 contains 95769 members 
Mstep: Class 12 contains 1470 members 
Mstep: Class 13 contains 1019 members 
Mstep: Class 14 contains 2017 members 
Mstep: Class 15 contains 119944 members 
Mstep: Class 16 contains 1767 members 
Mstep: Class 18 contains 151733 members 
Mstep: Class 19 contains 217391 members 
Mstep: Class 20 contains 15779 members 
Mstep: Class 21 contains 44787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49583916.000000 Penalty: 12870.465820
Iteration 7F: 21 clusters Score -4.958392e+07 nChanged 150340
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 67271 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 14624 members 
Mstep: Class 5 contains 266543 members 
Mstep: Class 6 contains 190563 members 
Mstep: Class 7 contains 5447 members 
Mstep: Class 8 contains 171989 members 
Mstep: Class 9 contains 18994 members 
Mstep: Class 10 contains 27796 members 
Mstep: Class 11 contains 80676 members 
Mstep: Class 12 contains 1356 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 89174 members 
Mstep: Class 16 contains 2008 members 
Mstep: Class 18 contains 172098 members 
Mstep: Class 19 contains 209899 members 
Mstep: Class 20 contains 15397 members 
Mstep: Class 21 contains 48944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 429.405212 but Gain 643.523438
Score: -49714784.000000 Penalty: 12226.942383
Iteration 8F: 20 clusters Score -4.971478e+07 nChanged 137204
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 58792 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 1382 members 
Mstep: Class 4 contains 15195 members 
Mstep: Class 5 contains 328041 members 
Mstep: Class 6 contains 176237 members 
Mstep: Class 7 contains 4739 members 
Mstep: Class 8 contains 159708 members 
Mstep: Class 9 contains 18392 members 
Mstep: Class 10 contains 29249 members 
Mstep: Class 11 contains 69117 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1230 members 
Mstep: Class 15 contains 59310 members 
Mstep: Class 16 contains 2582 members 
Mstep: Class 18 contains 188741 members 
Mstep: Class 19 contains 206850 members 
Mstep: Class 20 contains 15240 members 
Mstep: Class 21 contains 49993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49831496.000000 Penalty: 12226.942383
Iteration 9F: 20 clusters Score -4.98315e+07 nChanged 116424
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 1859 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 15870 members 
Mstep: Class 5 contains 381925 members 
Mstep: Class 6 contains 159043 members 
Mstep: Class 7 contains 3780 members 
Mstep: Class 8 contains 145360 members 
Mstep: Class 9 contains 17932 members 
Mstep: Class 10 contains 29143 members 
Mstep: Class 11 contains 61742 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 1405 members 
Mstep: Class 15 contains 37446 members 
Mstep: Class 16 contains 3441 members 
Mstep: Class 18 contains 200655 members 
Mstep: Class 19 contains 208350 members 
Mstep: Class 20 contains 15430 members 
Mstep: Class 21 contains 49422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49920632.000000 Penalty: 12226.942383
Iteration 10F: 20 clusters Score -4.992063e+07 nChanged 93134
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 2222 members 
Mstep: Class 3 contains 1183 members 
Mstep: Class 4 contains 16658 members 
Mstep: Class 5 contains 422315 members 
Mstep: Class 6 contains 147019 members 
Mstep: Class 7 contains 2793 members 
Mstep: Class 8 contains 131577 members 
Mstep: Class 9 contains 17729 members 
Mstep: Class 10 contains 28170 members 
Mstep: Class 11 contains 57571 members 
Mstep: Class 12 contains 2338 members 
Mstep: Class 13 contains 1595 members 
Mstep: Class 15 contains 23757 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 18 contains 208247 members 
Mstep: Class 19 contains 209248 members 
Mstep: Class 20 contains 15920 members 
Mstep: Class 21 contains 48334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49987604.000000 Penalty: 12226.942383
Iteration 11F: 20 clusters Score -4.99876e+07 nChanged 73935
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 2729 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 17458 members 
Mstep: Class 5 contains 448675 members 
Mstep: Class 6 contains 146114 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 8 contains 119712 members 
Mstep: Class 9 contains 17615 members 
Mstep: Class 10 contains 27137 members 
Mstep: Class 11 contains 54648 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 1808 members 
Mstep: Class 15 contains 15269 members 
Mstep: Class 16 contains 6380 members 
Mstep: Class 18 contains 211932 members 
Mstep: Class 19 contains 206673 members 
Mstep: Class 20 contains 16506 members 
Mstep: Class 21 contains 47137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50035852.000000 Penalty: 12226.942383
Iteration 12F: 20 clusters Score -5.003585e+07 nChanged 61363
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 3391 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 18176 members 
Mstep: Class 5 contains 465736 members 
Mstep: Class 6 contains 152080 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 109836 members 
Mstep: Class 9 contains 17469 members 
Mstep: Class 10 contains 26223 members 
Mstep: Class 11 contains 51930 members 
Mstep: Class 12 contains 3466 members 
Mstep: Class 13 contains 2017 members 
Mstep: Class 15 contains 9776 members 
Mstep: Class 16 contains 8275 members 
Mstep: Class 18 contains 214327 members 
Mstep: Class 19 contains 201657 members 
Mstep: Class 20 contains 17021 members 
Mstep: Class 21 contains 45682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50065532.000000 Penalty: 12226.942383
Iteration 13Q: 20 clusters Score -5.006553e+07 nChanged 49766
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 4189 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 18668 members 
Mstep: Class 5 contains 478497 members 
Mstep: Class 6 contains 158591 members 
Mstep: Class 7 contains 1467 members 
Mstep: Class 8 contains 101363 members 
Mstep: Class 9 contains 17220 members 
Mstep: Class 10 contains 25345 members 
Mstep: Class 11 contains 49220 members 
Mstep: Class 12 contains 4110 members 
Mstep: Class 13 contains 2195 members 
Mstep: Class 15 contains 6296 members 
Mstep: Class 16 contains 10019 members 
Mstep: Class 18 contains 217474 members 
Mstep: Class 19 contains 196098 members 
Mstep: Class 20 contains 17422 members 
Mstep: Class 21 contains 44221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50086712.000000 Penalty: 12226.942383
Iteration 14Q: 20 clusters Score -5.008671e+07 nChanged 41291
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 5088 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 19026 members 
Mstep: Class 5 contains 489058 members 
Mstep: Class 6 contains 164622 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 93868 members 
Mstep: Class 9 contains 16886 members 
Mstep: Class 10 contains 24647 members 
Mstep: Class 11 contains 46470 members 
Mstep: Class 12 contains 4700 members 
Mstep: Class 13 contains 2370 members 
Mstep: Class 15 contains 4093 members 
Mstep: Class 16 contains 11446 members 
Mstep: Class 18 contains 220908 members 
Mstep: Class 19 contains 190529 members 
Mstep: Class 20 contains 17762 members 
Mstep: Class 21 contains 42738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50103476.000000 Penalty: 12226.942383
Iteration 15Q: 20 clusters Score -5.010348e+07 nChanged 36166
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 5964 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 4 contains 19223 members 
Mstep: Class 5 contains 498644 members 
Mstep: Class 6 contains 170450 members 
Mstep: Class 7 contains 1836 members 
Mstep: Class 8 contains 86748 members 
Mstep: Class 9 contains 16496 members 
Mstep: Class 10 contains 23982 members 
Mstep: Class 11 contains 43751 members 
Mstep: Class 12 contains 5237 members 
Mstep: Class 13 contains 2555 members 
Mstep: Class 15 contains 2647 members 
Mstep: Class 16 contains 12562 members 
Mstep: Class 18 contains 224396 members 
Mstep: Class 19 contains 184763 members 
Mstep: Class 20 contains 18054 members 
Mstep: Class 21 contains 41316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50116352.000000 Penalty: 12226.942383
Iteration 16Q: 20 clusters Score -5.011635e+07 nChanged 32561
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 989 members 
Mstep: Class 4 contains 19295 members 
Mstep: Class 5 contains 507101 members 
Mstep: Class 6 contains 176224 members 
Mstep: Class 7 contains 2023 members 
Mstep: Class 8 contains 80249 members 
Mstep: Class 9 contains 16069 members 
Mstep: Class 10 contains 23371 members 
Mstep: Class 11 contains 41036 members 
Mstep: Class 12 contains 5743 members 
Mstep: Class 13 contains 2746 members 
Mstep: Class 15 contains 1714 members 
Mstep: Class 16 contains 13533 members 
Mstep: Class 18 contains 227931 members 
Mstep: Class 19 contains 178743 members 
Mstep: Class 20 contains 18419 members 
Mstep: Class 21 contains 40019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50128604.000000 Penalty: 12226.942383
Iteration 17Q: 20 clusters Score -5.01286e+07 nChanged 29395
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 7404 members 
Mstep: Class 3 contains 975 members 
Mstep: Class 4 contains 19341 members 
Mstep: Class 5 contains 514677 members 
Mstep: Class 6 contains 181879 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 74413 members 
Mstep: Class 9 contains 15531 members 
Mstep: Class 10 contains 22796 members 
Mstep: Class 11 contains 38386 members 
Mstep: Class 12 contains 6228 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 14298 members 
Mstep: Class 18 contains 231365 members 
Mstep: Class 19 contains 172659 members 
Mstep: Class 20 contains 18845 members 
Mstep: Class 21 contains 38768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50139072.000000 Penalty: 12226.942383
Iteration 18Q: 20 clusters Score -5.013907e+07 nChanged 26958
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 7963 members 
Mstep: Class 3 contains 990 members 
Mstep: Class 4 contains 19381 members 
Mstep: Class 5 contains 521481 members 
Mstep: Class 6 contains 187520 members 
Mstep: Class 7 contains 2290 members 
Mstep: Class 8 contains 69240 members 
Mstep: Class 9 contains 14947 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 35786 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 3073 members 
Mstep: Class 15 contains 783 members 
Mstep: Class 16 contains 14919 members 
Mstep: Class 18 contains 234579 members 
Mstep: Class 19 contains 166601 members 
Mstep: Class 20 contains 19352 members 
Mstep: Class 21 contains 37508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50148636.000000 Penalty: 12226.942383
Iteration 19Q: 20 clusters Score -5.014864e+07 nChanged 25053
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 8406 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 19424 members 
Mstep: Class 5 contains 527556 members 
Mstep: Class 6 contains 193259 members 
Mstep: Class 7 contains 2394 members 
Mstep: Class 8 contains 64829 members 
Mstep: Class 9 contains 14299 members 
Mstep: Class 10 contains 21889 members 
Mstep: Class 11 contains 33209 members 
Mstep: Class 12 contains 7007 members 
Mstep: Class 13 contains 3247 members 
Mstep: Class 15 contains 590 members 
Mstep: Class 16 contains 15484 members 
Mstep: Class 18 contains 237519 members 
Mstep: Class 19 contains 160538 members 
Mstep: Class 20 contains 19842 members 
Mstep: Class 21 contains 36319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 599.224487 but Gain 643.523438
Score: -50158928.000000 Penalty: 11583.418945
Iteration 20F: 19 clusters Score -5.015893e+07 nChanged 24654
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 9167 members 
Mstep: Class 3 contains 1075 members 
Mstep: Class 4 contains 19421 members 
Mstep: Class 5 contains 532833 members 
Mstep: Class 6 contains 199412 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 61160 members 
Mstep: Class 9 contains 13600 members 
Mstep: Class 10 contains 21488 members 
Mstep: Class 11 contains 30819 members 
Mstep: Class 12 contains 7407 members 
Mstep: Class 13 contains 3431 members 
Mstep: Class 16 contains 16103 members 
Mstep: Class 18 contains 240129 members 
Mstep: Class 19 contains 154248 members 
Mstep: Class 20 contains 20339 members 
Mstep: Class 21 contains 35026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50170256.000000 Penalty: 11583.418945
Iteration 21Q: 19 clusters Score -5.017026e+07 nChanged 22460
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 9810 members 
Mstep: Class 3 contains 1171 members 
Mstep: Class 4 contains 19427 members 
Mstep: Class 5 contains 537411 members 
Mstep: Class 6 contains 205528 members 
Mstep: Class 7 contains 2976 members 
Mstep: Class 8 contains 57961 members 
Mstep: Class 9 contains 12892 members 
Mstep: Class 10 contains 21198 members 
Mstep: Class 11 contains 28448 members 
Mstep: Class 12 contains 7730 members 
Mstep: Class 13 contains 3612 members 
Mstep: Class 16 contains 16488 members 
Mstep: Class 18 contains 242133 members 
Mstep: Class 19 contains 148204 members 
Mstep: Class 20 contains 20724 members 
Mstep: Class 21 contains 33810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50178672.000000 Penalty: 11583.418945
Iteration 22Q: 19 clusters Score -5.017867e+07 nChanged 20800
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 10290 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 19411 members 
Mstep: Class 5 contains 541616 members 
Mstep: Class 6 contains 212040 members 
Mstep: Class 7 contains 3250 members 
Mstep: Class 8 contains 55280 members 
Mstep: Class 9 contains 12285 members 
Mstep: Class 10 contains 20918 members 
Mstep: Class 11 contains 26059 members 
Mstep: Class 12 contains 7941 members 
Mstep: Class 13 contains 3766 members 
Mstep: Class 16 contains 16710 members 
Mstep: Class 18 contains 243507 members 
Mstep: Class 19 contains 142263 members 
Mstep: Class 20 contains 20991 members 
Mstep: Class 21 contains 32596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50184684.000000 Penalty: 11583.418945
Iteration 23Q: 19 clusters Score -5.018468e+07 nChanged 19379
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 10707 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 19432 members 
Mstep: Class 5 contains 545288 members 
Mstep: Class 6 contains 219022 members 
Mstep: Class 7 contains 3503 members 
Mstep: Class 8 contains 52985 members 
Mstep: Class 9 contains 11821 members 
Mstep: Class 10 contains 20727 members 
Mstep: Class 11 contains 23648 members 
Mstep: Class 12 contains 8098 members 
Mstep: Class 13 contains 3916 members 
Mstep: Class 16 contains 16849 members 
Mstep: Class 18 contains 244247 members 
Mstep: Class 19 contains 136328 members 
Mstep: Class 20 contains 21278 members 
Mstep: Class 21 contains 31402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50190176.000000 Penalty: 11583.418945
Iteration 24Q: 19 clusters Score -5.019018e+07 nChanged 18264
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 11051 members 
Mstep: Class 3 contains 1453 members 
Mstep: Class 4 contains 19491 members 
Mstep: Class 5 contains 548372 members 
Mstep: Class 6 contains 226281 members 
Mstep: Class 7 contains 3782 members 
Mstep: Class 8 contains 51184 members 
Mstep: Class 9 contains 11482 members 
Mstep: Class 10 contains 20520 members 
Mstep: Class 11 contains 21326 members 
Mstep: Class 12 contains 8219 members 
Mstep: Class 13 contains 4019 members 
Mstep: Class 16 contains 16955 members 
Mstep: Class 18 contains 244505 members 
Mstep: Class 19 contains 130427 members 
Mstep: Class 20 contains 21553 members 
Mstep: Class 21 contains 30260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50194596.000000 Penalty: 11583.418945
Iteration 25Q: 19 clusters Score -5.01946e+07 nChanged 17553
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 4 contains 19579 members 
Mstep: Class 5 contains 551239 members 
Mstep: Class 6 contains 234156 members 
Mstep: Class 7 contains 4051 members 
Mstep: Class 8 contains 49597 members 
Mstep: Class 9 contains 11197 members 
Mstep: Class 10 contains 20282 members 
Mstep: Class 11 contains 19070 members 
Mstep: Class 12 contains 8361 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 16 contains 17084 members 
Mstep: Class 18 contains 244027 members 
Mstep: Class 19 contains 124561 members 
Mstep: Class 20 contains 21759 members 
Mstep: Class 21 contains 29167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50199408.000000 Penalty: 11583.418945
Iteration 26Q: 19 clusters Score -5.019941e+07 nChanged 16955
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 11563 members 
Mstep: Class 3 contains 1552 members 
Mstep: Class 4 contains 19662 members 
Mstep: Class 5 contains 553670 members 
Mstep: Class 6 contains 242453 members 
Mstep: Class 7 contains 4333 members 
Mstep: Class 8 contains 48320 members 
Mstep: Class 9 contains 10967 members 
Mstep: Class 10 contains 20063 members 
Mstep: Class 11 contains 16961 members 
Mstep: Class 12 contains 8503 members 
Mstep: Class 13 contains 4209 members 
Mstep: Class 16 contains 17245 members 
Mstep: Class 18 contains 242832 members 
Mstep: Class 19 contains 118759 members 
Mstep: Class 20 contains 21962 members 
Mstep: Class 21 contains 28169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50203652.000000 Penalty: 11583.418945
Iteration 27Q: 19 clusters Score -5.020365e+07 nChanged 16744
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 11760 members 
Mstep: Class 3 contains 1593 members 
Mstep: Class 4 contains 19734 members 
Mstep: Class 5 contains 555862 members 
Mstep: Class 6 contains 251396 members 
Mstep: Class 7 contains 4598 members 
Mstep: Class 8 contains 47246 members 
Mstep: Class 9 contains 10810 members 
Mstep: Class 10 contains 19871 members 
Mstep: Class 11 contains 15041 members 
Mstep: Class 12 contains 8647 members 
Mstep: Class 13 contains 4279 members 
Mstep: Class 16 contains 17457 members 
Mstep: Class 18 contains 240915 members 
Mstep: Class 19 contains 112830 members 
Mstep: Class 20 contains 22145 members 
Mstep: Class 21 contains 27175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50207580.000000 Penalty: 11583.418945
Iteration 28Q: 19 clusters Score -5.020758e+07 nChanged 16844
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 11917 members 
Mstep: Class 3 contains 1621 members 
Mstep: Class 4 contains 19827 members 
Mstep: Class 5 contains 557771 members 
Mstep: Class 6 contains 261057 members 
Mstep: Class 7 contains 4833 members 
Mstep: Class 8 contains 46348 members 
Mstep: Class 9 contains 10682 members 
Mstep: Class 10 contains 19718 members 
Mstep: Class 11 contains 13195 members 
Mstep: Class 12 contains 8781 members 
Mstep: Class 13 contains 4368 members 
Mstep: Class 16 contains 17678 members 
Mstep: Class 18 contains 238163 members 
Mstep: Class 19 contains 106939 members 
Mstep: Class 20 contains 22320 members 
Mstep: Class 21 contains 26248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50211560.000000 Penalty: 11583.418945
Iteration 29Q: 19 clusters Score -5.021156e+07 nChanged 16936
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 12056 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 19911 members 
Mstep: Class 5 contains 559350 members 
Mstep: Class 6 contains 271563 members 
Mstep: Class 7 contains 5079 members 
Mstep: Class 8 contains 45652 members 
Mstep: Class 9 contains 10576 members 
Mstep: Class 10 contains 19584 members 
Mstep: Class 11 contains 11484 members 
Mstep: Class 12 contains 8937 members 
Mstep: Class 13 contains 4493 members 
Mstep: Class 16 contains 17933 members 
Mstep: Class 18 contains 234513 members 
Mstep: Class 19 contains 100853 members 
Mstep: Class 20 contains 22478 members 
Mstep: Class 21 contains 25435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50216756.000000 Penalty: 11583.418945
Iteration 30Q: 19 clusters Score -5.021676e+07 nChanged 17286
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 12192 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 19983 members 
Mstep: Class 5 contains 560763 members 
Mstep: Class 6 contains 282766 members 
Mstep: Class 7 contains 5315 members 
Mstep: Class 8 contains 45051 members 
Mstep: Class 9 contains 10482 members 
Mstep: Class 10 contains 19457 members 
Mstep: Class 11 contains 10009 members 
Mstep: Class 12 contains 9151 members 
Mstep: Class 13 contains 4582 members 
Mstep: Class 16 contains 18193 members 
Mstep: Class 18 contains 230068 members 
Mstep: Class 19 contains 94607 members 
Mstep: Class 20 contains 22622 members 
Mstep: Class 21 contains 24707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50221996.000000 Penalty: 11583.418945
Iteration 31Q: 19 clusters Score -5.0222e+07 nChanged 17742
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 12282 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 20069 members 
Mstep: Class 5 contains 562079 members 
Mstep: Class 6 contains 294556 members 
Mstep: Class 7 contains 5539 members 
Mstep: Class 8 contains 44530 members 
Mstep: Class 9 contains 10387 members 
Mstep: Class 10 contains 19290 members 
Mstep: Class 11 contains 8767 members 
Mstep: Class 12 contains 9450 members 
Mstep: Class 13 contains 4658 members 
Mstep: Class 16 contains 18453 members 
Mstep: Class 18 contains 224913 members 
Mstep: Class 19 contains 88199 members 
Mstep: Class 20 contains 22758 members 
Mstep: Class 21 contains 24061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50227452.000000 Penalty: 11583.418945
Iteration 32Q: 19 clusters Score -5.022745e+07 nChanged 18385
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 12343 members 
Mstep: Class 3 contains 1670 members 
Mstep: Class 4 contains 20146 members 
Mstep: Class 5 contains 563273 members 
Mstep: Class 6 contains 307052 members 
Mstep: Class 7 contains 5791 members 
Mstep: Class 8 contains 44077 members 
Mstep: Class 9 contains 10327 members 
Mstep: Class 10 contains 19160 members 
Mstep: Class 11 contains 7755 members 
Mstep: Class 12 contains 9828 members 
Mstep: Class 13 contains 4758 members 
Mstep: Class 16 contains 18706 members 
Mstep: Class 18 contains 219037 members 
Mstep: Class 19 contains 81408 members 
Mstep: Class 20 contains 22936 members 
Mstep: Class 21 contains 23441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50233504.000000 Penalty: 11583.418945
Iteration 33Q: 19 clusters Score -5.02335e+07 nChanged 18898
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 12409 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 20222 members 
Mstep: Class 5 contains 564389 members 
Mstep: Class 6 contains 320092 members 
Mstep: Class 7 contains 6043 members 
Mstep: Class 8 contains 43625 members 
Mstep: Class 9 contains 10277 members 
Mstep: Class 10 contains 19074 members 
Mstep: Class 11 contains 6987 members 
Mstep: Class 12 contains 10215 members 
Mstep: Class 13 contains 4849 members 
Mstep: Class 16 contains 18893 members 
Mstep: Class 18 contains 212696 members 
Mstep: Class 19 contains 74334 members 
Mstep: Class 20 contains 23145 members 
Mstep: Class 21 contains 22835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50240440.000000 Penalty: 11583.418945
Iteration 34Q: 19 clusters Score -5.024044e+07 nChanged 19288
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 12477 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 20279 members 
Mstep: Class 5 contains 565311 members 
Mstep: Class 6 contains 333733 members 
Mstep: Class 7 contains 6308 members 
Mstep: Class 8 contains 43305 members 
Mstep: Class 9 contains 10222 members 
Mstep: Class 10 contains 18966 members 
Mstep: Class 11 contains 6478 members 
Mstep: Class 12 contains 10650 members 
Mstep: Class 13 contains 4934 members 
Mstep: Class 16 contains 18972 members 
Mstep: Class 18 contains 205747 members 
Mstep: Class 19 contains 67075 members 
Mstep: Class 20 contains 23351 members 
Mstep: Class 21 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50248332.000000 Penalty: 11583.418945
Iteration 35Q: 19 clusters Score -5.024833e+07 nChanged 19675
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 12530 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 20247 members 
Mstep: Class 5 contains 566204 members 
Mstep: Class 6 contains 347320 members 
Mstep: Class 7 contains 6584 members 
Mstep: Class 8 contains 43002 members 
Mstep: Class 9 contains 10156 members 
Mstep: Class 10 contains 18853 members 
Mstep: Class 11 contains 6050 members 
Mstep: Class 12 contains 11099 members 
Mstep: Class 13 contains 5002 members 
Mstep: Class 16 contains 18991 members 
Mstep: Class 18 contains 199473 members 
Mstep: Class 19 contains 59291 members 
Mstep: Class 20 contains 23537 members 
Mstep: Class 21 contains 21802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50256240.000000 Penalty: 11583.418945
Iteration 36Q: 19 clusters Score -5.025624e+07 nChanged 19664
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 12590 members 
Mstep: Class 3 contains 1665 members 
Mstep: Class 4 contains 20248 members 
Mstep: Class 5 contains 567044 members 
Mstep: Class 6 contains 360787 members 
Mstep: Class 7 contains 6846 members 
Mstep: Class 8 contains 42674 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 18724 members 
Mstep: Class 11 contains 5780 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 5059 members 
Mstep: Class 16 contains 18948 members 
Mstep: Class 18 contains 193292 members 
Mstep: Class 19 contains 51490 members 
Mstep: Class 20 contains 23734 members 
Mstep: Class 21 contains 21316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50263948.000000 Penalty: 11583.418945
Iteration 37Q: 19 clusters Score -5.026395e+07 nChanged 19273
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 12649 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 20326 members 
Mstep: Class 5 contains 567757 members 
Mstep: Class 6 contains 374225 members 
Mstep: Class 7 contains 7100 members 
Mstep: Class 8 contains 42425 members 
Mstep: Class 9 contains 10032 members 
Mstep: Class 10 contains 18616 members 
Mstep: Class 11 contains 5556 members 
Mstep: Class 12 contains 11893 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 16 contains 18903 members 
Mstep: Class 18 contains 186745 members 
Mstep: Class 19 contains 44045 members 
Mstep: Class 20 contains 23895 members 
Mstep: Class 21 contains 20862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50272056.000000 Penalty: 11583.418945
Iteration 38Q: 19 clusters Score -5.027206e+07 nChanged 18239
Entering ConstructFrom: 
Score: -50272056.000000 Penalty: 11583.418945
Entering ConstructFrom: 
Trying to split cluster 1 (16061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Entering Unmasked Estep 
Score: -549018.750000 Penalty: 440.628784
	Iteration 0F: 2 clusters Score -549018.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -538386.875000 Penalty: 881.257568
	Iteration 0F: 3 clusters Score -538386.9 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -545557.125000 Penalty: 881.257568
	Iteration 1F: 3 clusters Score -545557.1 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -550684.437500 Penalty: 881.257568
	Iteration 2F: 3 clusters Score -550684.4 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -553833.875000 Penalty: 881.257568
	Iteration 3F: 3 clusters Score -553833.9 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -555437.500000 Penalty: 881.257568
	Iteration 4F: 3 clusters Score -555437.5 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -555671.312500 Penalty: 881.257568
	Iteration 5Q: 3 clusters Score -555671.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -555734.375000 Penalty: 881.257568
	Iteration 6Q: 3 clusters Score -555734.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -555758.250000 Penalty: 881.257568
	Iteration 7Q: 3 clusters Score -555758.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -555772.000000 Penalty: 881.257568
	Iteration 8Q: 3 clusters Score -555772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -555776.312500 Penalty: 881.257568
	Iteration 9Q: 3 clusters Score -555776.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -555780.125000 Penalty: 881.257568
	Iteration 10Q: 3 clusters Score -555780.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -555787.062500 Penalty: 881.257568
	Iteration 11Q: 3 clusters Score -555787.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -555790.937500 Penalty: 881.257568
	Iteration 12Q: 3 clusters Score -555790.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -555793.937500 Penalty: 881.257568
	Iteration 13Q: 3 clusters Score -555793.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -555797.625000 Penalty: 881.257568
	Iteration 14Q: 3 clusters Score -555797.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -555797.000000 Penalty: 881.257568
	Iteration 15Q: 3 clusters Score -555797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -555796.937500 Penalty: 881.257568
	Iteration 16Q: 3 clusters Score -555796.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -555796.125000 Penalty: 881.257568
	Iteration 17Q: 3 clusters Score -555796.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -555797.500000 Penalty: 881.257568
	Iteration 18Q: 3 clusters Score -555797.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -555796.937500 Penalty: 881.257568
	Iteration 19Q: 3 clusters Score -555796.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -555797.937500 Penalty: 881.257568
	Iteration 20F: 3 clusters Score -555797.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -555799.125000 Penalty: 881.257568
	Iteration 21Q: 3 clusters Score -555799.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -555799.437500 Penalty: 881.257568
	Iteration 22Q: 3 clusters Score -555799.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -555799.437500 Penalty: 881.257568
	Iteration 23F: 3 clusters Score -555799.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 12701 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 20351 members 
Mstep: Class 5 contains 568460 members 
Mstep: Class 6 contains 386747 members 
Mstep: Class 7 contains 7348 members 
Mstep: Class 8 contains 42168 members 
Mstep: Class 9 contains 9973 members 
Mstep: Class 10 contains 18476 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12247 members 
Mstep: Class 13 contains 5184 members 
Mstep: Class 14 contains 13407 members 
Mstep: Class 16 contains 18825 members 
Mstep: Class 18 contains 180565 members 
Mstep: Class 19 contains 37199 members 
Mstep: Class 20 contains 24042 members 
Mstep: Class 21 contains 20443 members 
Entering Unmasked Estep 
Score: -50281668.000000 Penalty: 12226.942383
Splitting cluster 1 changes total score from -50272056.000000 to -50281668.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 2 (12701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Entering Unmasked Estep 
Score: -471400.406250 Penalty: 429.949341
	Iteration 0F: 2 clusters Score -471400.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -462884.531250 Penalty: 859.898682
	Iteration 0F: 3 clusters Score -462884.5 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -466998.468750 Penalty: 859.898682
	Iteration 1F: 3 clusters Score -466998.5 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -467859.437500 Penalty: 859.898682
	Iteration 2F: 3 clusters Score -467859.4 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -468845.875000 Penalty: 859.898682
	Iteration 3F: 3 clusters Score -468845.9 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -469565.156250 Penalty: 859.898682
	Iteration 4F: 3 clusters Score -469565.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -469939.281250 Penalty: 859.898682
	Iteration 5F: 3 clusters Score -469939.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -470144.968750 Penalty: 859.898682
	Iteration 6Q: 3 clusters Score -470145 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -470301.843750 Penalty: 859.898682
	Iteration 7Q: 3 clusters Score -470301.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -470437.187500 Penalty: 859.898682
	Iteration 8Q: 3 clusters Score -470437.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -470590.062500 Penalty: 859.898682
	Iteration 9Q: 3 clusters Score -470590.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -470718.218750 Penalty: 859.898682
	Iteration 10Q: 3 clusters Score -470718.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -470820.593750 Penalty: 859.898682
	Iteration 11Q: 3 clusters Score -470820.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -470904.312500 Penalty: 859.898682
	Iteration 12Q: 3 clusters Score -470904.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -470970.156250 Penalty: 859.898682
	Iteration 13Q: 3 clusters Score -470970.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -471015.500000 Penalty: 859.898682
	Iteration 14Q: 3 clusters Score -471015.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -471048.062500 Penalty: 859.898682
	Iteration 15Q: 3 clusters Score -471048.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -471075.281250 Penalty: 859.898682
	Iteration 16Q: 3 clusters Score -471075.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -471100.500000 Penalty: 859.898682
	Iteration 17Q: 3 clusters Score -471100.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -471112.687500 Penalty: 859.898682
	Iteration 18Q: 3 clusters Score -471112.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -471125.250000 Penalty: 859.898682
	Iteration 19Q: 3 clusters Score -471125.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -471137.062500 Penalty: 859.898682
	Iteration 20F: 3 clusters Score -471137.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -471144.093750 Penalty: 859.898682
	Iteration 21Q: 3 clusters Score -471144.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -471152.937500 Penalty: 859.898682
	Iteration 22Q: 3 clusters Score -471152.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -471163.187500 Penalty: 859.898682
	Iteration 23Q: 3 clusters Score -471163.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -471172.843750 Penalty: 859.898682
	Iteration 24Q: 3 clusters Score -471172.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -471182.406250 Penalty: 859.898682
	Iteration 25Q: 3 clusters Score -471182.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -471193.593750 Penalty: 859.898682
	Iteration 26Q: 3 clusters Score -471193.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -471197.843750 Penalty: 859.898682
	Iteration 27Q: 3 clusters Score -471197.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -471202.406250 Penalty: 859.898682
	Iteration 28Q: 3 clusters Score -471202.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -471203.187500 Penalty: 859.898682
	Iteration 29Q: 3 clusters Score -471203.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -471206.312500 Penalty: 859.898682
	Iteration 30Q: 3 clusters Score -471206.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -471207.750000 Penalty: 859.898682
	Iteration 31Q: 3 clusters Score -471207.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -471208.000000 Penalty: 859.898682
	Iteration 32Q: 3 clusters Score -471208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -471209.156250 Penalty: 859.898682
	Iteration 33Q: 3 clusters Score -471209.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -471211.406250 Penalty: 859.898682
	Iteration 34Q: 3 clusters Score -471211.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -471212.656250 Penalty: 859.898682
	Iteration 35Q: 3 clusters Score -471212.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -471214.343750 Penalty: 859.898682
	Iteration 36Q: 3 clusters Score -471214.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -471215.468750 Penalty: 859.898682
	Iteration 37Q: 3 clusters Score -471215.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -471215.687500 Penalty: 859.898682
	Iteration 38Q: 3 clusters Score -471215.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -471216.312500 Penalty: 859.898682
	Iteration 39Q: 3 clusters Score -471216.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -471217.781250 Penalty: 859.898682
	Iteration 40F: 3 clusters Score -471217.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -471218.656250 Penalty: 859.898682
	Iteration 41Q: 3 clusters Score -471218.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -471220.937500 Penalty: 859.898682
	Iteration 42Q: 3 clusters Score -471220.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -471222.812500 Penalty: 859.898682
	Iteration 43Q: 3 clusters Score -471222.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -471226.156250 Penalty: 859.898682
	Iteration 44Q: 3 clusters Score -471226.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -471228.656250 Penalty: 859.898682
	Iteration 45Q: 3 clusters Score -471228.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -471230.531250 Penalty: 859.898682
	Iteration 46Q: 3 clusters Score -471230.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -471232.187500 Penalty: 859.898682
	Iteration 47Q: 3 clusters Score -471232.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -471233.812500 Penalty: 859.898682
	Iteration 48Q: 3 clusters Score -471233.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -471236.812500 Penalty: 859.898682
	Iteration 49Q: 3 clusters Score -471236.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -471237.718750 Penalty: 859.898682
	Iteration 50Q: 3 clusters Score -471237.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -471239.656250 Penalty: 859.898682
	Iteration 51Q: 3 clusters Score -471239.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -471239.250000 Penalty: 859.898682
	Iteration 52Q: 3 clusters Score -471239.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -471240.250000 Penalty: 859.898682
	Iteration 53Q: 3 clusters Score -471240.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -471240.406250 Penalty: 859.898682
	Iteration 54Q: 3 clusters Score -471240.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -471240.000000 Penalty: 859.898682
	Iteration 55Q: 3 clusters Score -471240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -471240.593750 Penalty: 859.898682
	Iteration 56Q: 3 clusters Score -471240.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -471240.062500 Penalty: 859.898682
	Iteration 57Q: 3 clusters Score -471240.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -471239.812500 Penalty: 859.898682
	Iteration 58Q: 3 clusters Score -471239.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -471241.718750 Penalty: 859.898682
	Iteration 59Q: 3 clusters Score -471241.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -471241.750000 Penalty: 859.898682
	Iteration 60F: 3 clusters Score -471241.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -471242.937500 Penalty: 859.898682
	Iteration 61Q: 3 clusters Score -471242.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -471243.218750 Penalty: 859.898682
	Iteration 62Q: 3 clusters Score -471243.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -471243.437500 Penalty: 859.898682
	Iteration 63Q: 3 clusters Score -471243.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -471243.437500 Penalty: 859.898682
	Iteration 64F: 3 clusters Score -471243.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Entering Unmasked Estep 
Score: -52887.265625 Penalty: 338.016205
	Iteration 0F: 2 clusters Score -52887.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -51635.574219 Penalty: 676.032410
	Iteration 0F: 3 clusters Score -51635.57 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -52056.566406 Penalty: 676.032410
	Iteration 1F: 3 clusters Score -52056.57 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -52152.742188 Penalty: 676.032410
	Iteration 2F: 3 clusters Score -52152.74 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -52235.703125 Penalty: 676.032410
	Iteration 3F: 3 clusters Score -52235.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -52307.648438 Penalty: 676.032410
	Iteration 4F: 3 clusters Score -52307.65 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -52387.718750 Penalty: 676.032410
	Iteration 5F: 3 clusters Score -52387.72 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -52465.792969 Penalty: 676.032410
	Iteration 6F: 3 clusters Score -52465.79 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -52521.535156 Penalty: 676.032410
	Iteration 7Q: 3 clusters Score -52521.54 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -52571.902344 Penalty: 676.032410
	Iteration 8Q: 3 clusters Score -52571.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -52601.191406 Penalty: 676.032410
	Iteration 9Q: 3 clusters Score -52601.19 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -52623.011719 Penalty: 676.032410
	Iteration 10Q: 3 clusters Score -52623.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -52641.078125 Penalty: 676.032410
	Iteration 11Q: 3 clusters Score -52641.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -52649.675781 Penalty: 676.032410
	Iteration 12Q: 3 clusters Score -52649.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -52656.691406 Penalty: 676.032410
	Iteration 13Q: 3 clusters Score -52656.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -52663.777344 Penalty: 676.032410
	Iteration 14Q: 3 clusters Score -52663.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -52676.136719 Penalty: 676.032410
	Iteration 15Q: 3 clusters Score -52676.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -52684.062500 Penalty: 676.032410
	Iteration 16Q: 3 clusters Score -52684.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -52687.777344 Penalty: 676.032410
	Iteration 17Q: 3 clusters Score -52687.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -52692.738281 Penalty: 676.032410
	Iteration 18Q: 3 clusters Score -52692.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -52696.457031 Penalty: 676.032410
	Iteration 19Q: 3 clusters Score -52696.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -52703.718750 Penalty: 676.032410
	Iteration 20F: 3 clusters Score -52703.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -52708.476562 Penalty: 676.032410
	Iteration 21Q: 3 clusters Score -52708.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -52713.207031 Penalty: 676.032410
	Iteration 22Q: 3 clusters Score -52713.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -52716.136719 Penalty: 676.032410
	Iteration 23Q: 3 clusters Score -52716.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -52721.628906 Penalty: 676.032410
	Iteration 24Q: 3 clusters Score -52721.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -52725.429688 Penalty: 676.032410
	Iteration 25Q: 3 clusters Score -52725.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -52728.593750 Penalty: 676.032410
	Iteration 26Q: 3 clusters Score -52728.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -52731.714844 Penalty: 676.032410
	Iteration 27Q: 3 clusters Score -52731.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -52735.050781 Penalty: 676.032410
	Iteration 28Q: 3 clusters Score -52735.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -52737.042969 Penalty: 676.032410
	Iteration 29Q: 3 clusters Score -52737.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -52738.164062 Penalty: 676.032410
	Iteration 30Q: 3 clusters Score -52738.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -52741.125000 Penalty: 676.032410
	Iteration 31Q: 3 clusters Score -52741.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -52745.730469 Penalty: 676.032410
	Iteration 32Q: 3 clusters Score -52745.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -52749.328125 Penalty: 676.032410
	Iteration 33Q: 3 clusters Score -52749.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -52751.531250 Penalty: 676.032410
	Iteration 34Q: 3 clusters Score -52751.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -52752.472656 Penalty: 676.032410
	Iteration 35Q: 3 clusters Score -52752.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -52753.886719 Penalty: 676.032410
	Iteration 36Q: 3 clusters Score -52753.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -52755.285156 Penalty: 676.032410
	Iteration 37Q: 3 clusters Score -52755.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -52756.023438 Penalty: 676.032410
	Iteration 38Q: 3 clusters Score -52756.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -52756.269531 Penalty: 676.032410
	Iteration 39Q: 3 clusters Score -52756.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -52756.269531 Penalty: 676.032410
	Iteration 40F: 3 clusters Score -52756.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Entering Unmasked Estep 
Score: -687037.750000 Penalty: 451.400269
	Iteration 0F: 2 clusters Score -687037.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -673566.312500 Penalty: 902.800537
	Iteration 0F: 3 clusters Score -673566.3 nChanged 9615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -681416.375000 Penalty: 902.800537
	Iteration 1F: 3 clusters Score -681416.4 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -683251.500000 Penalty: 902.800537
	Iteration 2F: 3 clusters Score -683251.5 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -684551.250000 Penalty: 902.800537
	Iteration 3F: 3 clusters Score -684551.2 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -685478.500000 Penalty: 902.800537
	Iteration 4F: 3 clusters Score -685478.5 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -686089.312500 Penalty: 902.800537
	Iteration 5Q: 3 clusters Score -686089.3 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -686532.312500 Penalty: 902.800537
	Iteration 6Q: 3 clusters Score -686532.3 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -686876.750000 Penalty: 902.800537
	Iteration 7Q: 3 clusters Score -686876.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -687211.187500 Penalty: 902.800537
	Iteration 8Q: 3 clusters Score -687211.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -687561.625000 Penalty: 902.800537
	Iteration 9Q: 3 clusters Score -687561.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -687851.687500 Penalty: 902.800537
	Iteration 10Q: 3 clusters Score -687851.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -688039.000000 Penalty: 902.800537
	Iteration 11Q: 3 clusters Score -688039 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -688118.875000 Penalty: 902.800537
	Iteration 12Q: 3 clusters Score -688118.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -688163.437500 Penalty: 902.800537
	Iteration 13Q: 3 clusters Score -688163.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -688185.250000 Penalty: 902.800537
	Iteration 14Q: 3 clusters Score -688185.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -688208.937500 Penalty: 902.800537
	Iteration 15Q: 3 clusters Score -688208.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -688224.000000 Penalty: 902.800537
	Iteration 16Q: 3 clusters Score -688224 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -688233.937500 Penalty: 902.800537
	Iteration 17Q: 3 clusters Score -688233.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -688243.187500 Penalty: 902.800537
	Iteration 18Q: 3 clusters Score -688243.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -688247.875000 Penalty: 902.800537
	Iteration 19Q: 3 clusters Score -688247.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -688263.687500 Penalty: 902.800537
	Iteration 20F: 3 clusters Score -688263.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -688277.437500 Penalty: 902.800537
	Iteration 21Q: 3 clusters Score -688277.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -688294.000000 Penalty: 902.800537
	Iteration 22Q: 3 clusters Score -688294 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -688331.687500 Penalty: 902.800537
	Iteration 23Q: 3 clusters Score -688331.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -688382.750000 Penalty: 902.800537
	Iteration 24Q: 3 clusters Score -688382.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -688444.812500 Penalty: 902.800537
	Iteration 25Q: 3 clusters Score -688444.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -688517.000000 Penalty: 902.800537
	Iteration 26Q: 3 clusters Score -688517 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -688597.062500 Penalty: 902.800537
	Iteration 27Q: 3 clusters Score -688597.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -688662.625000 Penalty: 902.800537
	Iteration 28Q: 3 clusters Score -688662.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -688716.562500 Penalty: 902.800537
	Iteration 29Q: 3 clusters Score -688716.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -688750.250000 Penalty: 902.800537
	Iteration 30Q: 3 clusters Score -688750.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -688775.875000 Penalty: 902.800537
	Iteration 31Q: 3 clusters Score -688775.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -688795.375000 Penalty: 902.800537
	Iteration 32Q: 3 clusters Score -688795.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -688802.250000 Penalty: 902.800537
	Iteration 33Q: 3 clusters Score -688802.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -688812.125000 Penalty: 902.800537
	Iteration 34Q: 3 clusters Score -688812.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -688818.812500 Penalty: 902.800537
	Iteration 35Q: 3 clusters Score -688818.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -688827.937500 Penalty: 902.800537
	Iteration 36Q: 3 clusters Score -688827.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -688830.375000 Penalty: 902.800537
	Iteration 37Q: 3 clusters Score -688830.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -688833.250000 Penalty: 902.800537
	Iteration 38Q: 3 clusters Score -688833.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -688836.187500 Penalty: 902.800537
	Iteration 39Q: 3 clusters Score -688836.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -688837.437500 Penalty: 902.800537
	Iteration 40F: 3 clusters Score -688837.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -688841.000000 Penalty: 902.800537
	Iteration 41Q: 3 clusters Score -688841 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -688845.062500 Penalty: 902.800537
	Iteration 42Q: 3 clusters Score -688845.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -688848.937500 Penalty: 902.800537
	Iteration 43Q: 3 clusters Score -688848.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -688853.875000 Penalty: 902.800537
	Iteration 44Q: 3 clusters Score -688853.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -688856.000000 Penalty: 902.800537
	Iteration 45Q: 3 clusters Score -688856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -688857.375000 Penalty: 902.800537
	Iteration 46Q: 3 clusters Score -688857.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -688857.062500 Penalty: 902.800537
	Iteration 47Q: 3 clusters Score -688857.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -688858.500000 Penalty: 902.800537
	Iteration 48Q: 3 clusters Score -688858.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -688863.750000 Penalty: 902.800537
	Iteration 49Q: 3 clusters Score -688863.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -688864.937500 Penalty: 902.800537
	Iteration 50Q: 3 clusters Score -688864.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -688865.500000 Penalty: 902.800537
	Iteration 51Q: 3 clusters Score -688865.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -688865.062500 Penalty: 902.800537
	Iteration 52Q: 3 clusters Score -688865.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -688866.500000 Penalty: 902.800537
	Iteration 53Q: 3 clusters Score -688866.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -688866.875000 Penalty: 902.800537
	Iteration 54Q: 3 clusters Score -688866.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -688866.750000 Penalty: 902.800537
	Iteration 55Q: 3 clusters Score -688866.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -688866.375000 Penalty: 902.800537
	Iteration 56Q: 3 clusters Score -688866.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -688865.437500 Penalty: 902.800537
	Iteration 57Q: 3 clusters Score -688865.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -688865.687500 Penalty: 902.800537
	Iteration 58Q: 3 clusters Score -688865.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -688867.187500 Penalty: 902.800537
	Iteration 59Q: 3 clusters Score -688867.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -688866.875000 Penalty: 902.800537
	Iteration 60F: 3 clusters Score -688866.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -688868.562500 Penalty: 902.800537
	Iteration 61Q: 3 clusters Score -688868.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -688867.000000 Penalty: 902.800537
	Iteration 62Q: 3 clusters Score -688867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -688868.062500 Penalty: 902.800537
	Iteration 63Q: 3 clusters Score -688868.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -688866.875000 Penalty: 902.800537
	Iteration 64Q: 3 clusters Score -688866.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -688868.062500 Penalty: 902.800537
	Iteration 65Q: 3 clusters Score -688868.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -688867.625000 Penalty: 902.800537
	Iteration 66Q: 3 clusters Score -688867.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -688868.625000 Penalty: 902.800537
	Iteration 67Q: 3 clusters Score -688868.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -688869.062500 Penalty: 902.800537
	Iteration 68Q: 3 clusters Score -688869.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -688868.562500 Penalty: 902.800537
	Iteration 69Q: 3 clusters Score -688868.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -688867.250000 Penalty: 902.800537
	Iteration 70Q: 3 clusters Score -688867.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -688868.062500 Penalty: 902.800537
	Iteration 71Q: 3 clusters Score -688868.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -688868.062500 Penalty: 902.800537
	Iteration 72F: 3 clusters Score -688868.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 12701 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 2268 members 
Mstep: Class 5 contains 568460 members 
Mstep: Class 6 contains 386747 members 
Mstep: Class 7 contains 7348 members 
Mstep: Class 8 contains 42168 members 
Mstep: Class 9 contains 9973 members 
Mstep: Class 10 contains 18476 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12247 members 
Mstep: Class 13 contains 5184 members 
Mstep: Class 14 contains 13407 members 
Mstep: Class 15 contains 18083 members 
Mstep: Class 16 contains 18825 members 
Mstep: Class 18 contains 180565 members 
Mstep: Class 19 contains 37199 members 
Mstep: Class 20 contains 24042 members 
Mstep: Class 21 contains 20443 members 
Entering Unmasked Estep 
Score: -50283068.000000 Penalty: 12870.465820
Splitting cluster 4 changes total score from -50272056.000000 to -50283068.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 5 (568460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568460 members 
Entering Unmasked Estep 
Score: -21883468.000000 Penalty: 602.906250
	Iteration 0F: 2 clusters Score -2.188347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283531 members 
Mstep: Class 2 contains 284929 members 
Entering Unmasked Estep 
Score: -21525932.000000 Penalty: 1205.812500
	Iteration 0F: 3 clusters Score -2.152593e+07 nChanged 281519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215552 members 
Mstep: Class 2 contains 352908 members 
Entering Unmasked Estep 
Score: -21720592.000000 Penalty: 1205.812500
	Iteration 1F: 3 clusters Score -2.172059e+07 nChanged 44925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175687 members 
Mstep: Class 2 contains 392773 members 
Entering Unmasked Estep 
Score: -21743860.000000 Penalty: 1205.812500
	Iteration 2F: 3 clusters Score -2.174386e+07 nChanged 47704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132901 members 
Mstep: Class 2 contains 435559 members 
Entering Unmasked Estep 
Score: -21766296.000000 Penalty: 1205.812500
	Iteration 3F: 3 clusters Score -2.17663e+07 nChanged 42128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94321 members 
Mstep: Class 2 contains 474139 members 
Entering Unmasked Estep 
Score: -21792604.000000 Penalty: 1205.812500
	Iteration 4F: 3 clusters Score -2.17926e+07 nChanged 33972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61797 members 
Mstep: Class 2 contains 506663 members 
Entering Unmasked Estep 
Score: -21820916.000000 Penalty: 1205.812500
	Iteration 5F: 3 clusters Score -2.182092e+07 nChanged 25795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 532022 members 
Entering Unmasked Estep 
Score: -21846398.000000 Penalty: 1205.812500
	Iteration 6Q: 3 clusters Score -2.18464e+07 nChanged 17169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 549105 members 
Entering Unmasked Estep 
Score: -21864840.000000 Penalty: 1205.812500
	Iteration 7Q: 3 clusters Score -2.186484e+07 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 558832 members 
Entering Unmasked Estep 
Score: -21875326.000000 Penalty: 1205.812500
	Iteration 8Q: 3 clusters Score -2.187533e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 563448 members 
Entering Unmasked Estep 
Score: -21880560.000000 Penalty: 1205.812500
	Iteration 9Q: 3 clusters Score -2.188056e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 565210 members 
Entering Unmasked Estep 
Score: -21882666.000000 Penalty: 1205.812500
	Iteration 10Q: 3 clusters Score -2.188267e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 565700 members 
Entering Unmasked Estep 
Score: -21883478.000000 Penalty: 1205.812500
	Iteration 11Q: 3 clusters Score -2.188348e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 565781 members 
Entering Unmasked Estep 
Score: -21883856.000000 Penalty: 1205.812500
	Iteration 12Q: 3 clusters Score -2.188386e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 565677 members 
Entering Unmasked Estep 
Score: -21884086.000000 Penalty: 1205.812500
	Iteration 13Q: 3 clusters Score -2.188409e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 565517 members 
Entering Unmasked Estep 
Score: -21884196.000000 Penalty: 1205.812500
	Iteration 14Q: 3 clusters Score -2.18842e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 565366 members 
Entering Unmasked Estep 
Score: -21884306.000000 Penalty: 1205.812500
	Iteration 15Q: 3 clusters Score -2.188431e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 565222 members 
Entering Unmasked Estep 
Score: -21884422.000000 Penalty: 1205.812500
	Iteration 16Q: 3 clusters Score -2.188442e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 565084 members 
Entering Unmasked Estep 
Score: -21884464.000000 Penalty: 1205.812500
	Iteration 17Q: 3 clusters Score -2.188446e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 564952 members 
Entering Unmasked Estep 
Score: -21884498.000000 Penalty: 1205.812500
	Iteration 18Q: 3 clusters Score -2.18845e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 564857 members 
Entering Unmasked Estep 
Score: -21884518.000000 Penalty: 1205.812500
	Iteration 19Q: 3 clusters Score -2.188452e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 564784 members 
Entering Unmasked Estep 
Score: -21884594.000000 Penalty: 1205.812500
	Iteration 20F: 3 clusters Score -2.188459e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 564723 members 
Entering Unmasked Estep 
Score: -21884582.000000 Penalty: 1205.812500
	Iteration 21Q: 3 clusters Score -2.188458e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 564676 members 
Entering Unmasked Estep 
Score: -21884638.000000 Penalty: 1205.812500
	Iteration 22Q: 3 clusters Score -2.188464e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 564613 members 
Entering Unmasked Estep 
Score: -21884628.000000 Penalty: 1205.812500
	Iteration 23Q: 3 clusters Score -2.188463e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 564560 members 
Entering Unmasked Estep 
Score: -21884668.000000 Penalty: 1205.812500
	Iteration 24Q: 3 clusters Score -2.188467e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 564520 members 
Entering Unmasked Estep 
Score: -21884716.000000 Penalty: 1205.812500
	Iteration 25Q: 3 clusters Score -2.188472e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 564488 members 
Entering Unmasked Estep 
Score: -21884726.000000 Penalty: 1205.812500
	Iteration 26Q: 3 clusters Score -2.188473e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 564459 members 
Entering Unmasked Estep 
Score: -21884706.000000 Penalty: 1205.812500
	Iteration 27Q: 3 clusters Score -2.188471e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 564449 members 
Entering Unmasked Estep 
Score: -21884722.000000 Penalty: 1205.812500
	Iteration 28Q: 3 clusters Score -2.188472e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 564445 members 
Entering Unmasked Estep 
Score: -21884710.000000 Penalty: 1205.812500
	Iteration 29Q: 3 clusters Score -2.188471e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 564442 members 
Entering Unmasked Estep 
Score: -21884718.000000 Penalty: 1205.812500
	Iteration 30Q: 3 clusters Score -2.188472e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 564441 members 
Entering Unmasked Estep 
Score: -21884742.000000 Penalty: 1205.812500
	Iteration 31Q: 3 clusters Score -2.188474e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 564438 members 
Entering Unmasked Estep 
Score: -21884738.000000 Penalty: 1205.812500
	Iteration 32Q: 3 clusters Score -2.188474e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 564439 members 
Entering Unmasked Estep 
Score: -21884734.000000 Penalty: 1205.812500
	Iteration 33Q: 3 clusters Score -2.188473e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 564441 members 
Entering Unmasked Estep 
Score: -21884746.000000 Penalty: 1205.812500
	Iteration 34Q: 3 clusters Score -2.188475e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 564441 members 
Entering Unmasked Estep 
Score: -21884754.000000 Penalty: 1205.812500
	Iteration 35Q: 3 clusters Score -2.188475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 564439 members 
Entering Unmasked Estep 
Score: -21884770.000000 Penalty: 1205.812500
	Iteration 36Q: 3 clusters Score -2.188477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 564439 members 
Entering Unmasked Estep 
Score: -21884770.000000 Penalty: 1205.812500
	Iteration 37F: 3 clusters Score -2.188477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 12701 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 2268 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 386747 members 
Mstep: Class 7 contains 7348 members 
Mstep: Class 8 contains 42168 members 
Mstep: Class 9 contains 9973 members 
Mstep: Class 10 contains 18476 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12247 members 
Mstep: Class 13 contains 5184 members 
Mstep: Class 14 contains 13407 members 
Mstep: Class 15 contains 18083 members 
Mstep: Class 16 contains 18825 members 
Mstep: Class 17 contains 564439 members 
Mstep: Class 18 contains 180565 members 
Mstep: Class 19 contains 37199 members 
Mstep: Class 20 contains 24042 members 
Mstep: Class 21 contains 20443 members 
Entering Unmasked Estep 
Score: -50284380.000000 Penalty: 13513.989258
Splitting cluster 5 changes total score from -50272056.000000 to -50284380.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 6 (386747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386747 members 
Entering Unmasked Estep 
Score: -15068890.000000 Penalty: 585.381470
	Iteration 0F: 2 clusters Score -1.506889e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193061 members 
Mstep: Class 2 contains 193686 members 
Entering Unmasked Estep 
Score: -14805802.000000 Penalty: 1170.762939
	Iteration 0F: 3 clusters Score -1.48058e+07 nChanged 190923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174470 members 
Mstep: Class 2 contains 212277 members 
Entering Unmasked Estep 
Score: -14926410.000000 Penalty: 1170.762939
	Iteration 1F: 3 clusters Score -1.492641e+07 nChanged 18980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161680 members 
Mstep: Class 2 contains 225067 members 
Entering Unmasked Estep 
Score: -14935963.000000 Penalty: 1170.762939
	Iteration 2Q: 3 clusters Score -1.493596e+07 nChanged 24138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143770 members 
Mstep: Class 2 contains 242977 members 
Entering Unmasked Estep 
Score: -14952114.000000 Penalty: 1170.762939
	Iteration 3F: 3 clusters Score -1.495211e+07 nChanged 27460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123360 members 
Mstep: Class 2 contains 263387 members 
Entering Unmasked Estep 
Score: -14975174.000000 Penalty: 1170.762939
	Iteration 4F: 3 clusters Score -1.497517e+07 nChanged 26315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104959 members 
Mstep: Class 2 contains 281788 members 
Entering Unmasked Estep 
Score: -14999319.000000 Penalty: 1170.762939
	Iteration 5F: 3 clusters Score -1.499932e+07 nChanged 21275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92184 members 
Mstep: Class 2 contains 294563 members 
Entering Unmasked Estep 
Score: -15015615.000000 Penalty: 1170.762939
	Iteration 6F: 3 clusters Score -1.501562e+07 nChanged 14394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83200 members 
Mstep: Class 2 contains 303547 members 
Entering Unmasked Estep 
Score: -15022947.000000 Penalty: 1170.762939
	Iteration 7Q: 3 clusters Score -1.502295e+07 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75203 members 
Mstep: Class 2 contains 311544 members 
Entering Unmasked Estep 
Score: -15027163.000000 Penalty: 1170.762939
	Iteration 8Q: 3 clusters Score -1.502716e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67393 members 
Mstep: Class 2 contains 319354 members 
Entering Unmasked Estep 
Score: -15030810.000000 Penalty: 1170.762939
	Iteration 9Q: 3 clusters Score -1.503081e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 326969 members 
Entering Unmasked Estep 
Score: -15034386.000000 Penalty: 1170.762939
	Iteration 10Q: 3 clusters Score -1.503439e+07 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 334596 members 
Entering Unmasked Estep 
Score: -15038251.000000 Penalty: 1170.762939
	Iteration 11Q: 3 clusters Score -1.503825e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 342099 members 
Entering Unmasked Estep 
Score: -15041841.000000 Penalty: 1170.762939
	Iteration 12Q: 3 clusters Score -1.504184e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 349353 members 
Entering Unmasked Estep 
Score: -15045725.000000 Penalty: 1170.762939
	Iteration 13Q: 3 clusters Score -1.504572e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 356189 members 
Entering Unmasked Estep 
Score: -15049596.000000 Penalty: 1170.762939
	Iteration 14Q: 3 clusters Score -1.50496e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 362410 members 
Entering Unmasked Estep 
Score: -15053165.000000 Penalty: 1170.762939
	Iteration 15Q: 3 clusters Score -1.505316e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 367981 members 
Entering Unmasked Estep 
Score: -15056612.000000 Penalty: 1170.762939
	Iteration 16Q: 3 clusters Score -1.505661e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 372768 members 
Entering Unmasked Estep 
Score: -15059596.000000 Penalty: 1170.762939
	Iteration 17Q: 3 clusters Score -1.50596e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 376760 members 
Entering Unmasked Estep 
Score: -15062129.000000 Penalty: 1170.762939
	Iteration 18Q: 3 clusters Score -1.506213e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 379951 members 
Entering Unmasked Estep 
Score: -15064118.000000 Penalty: 1170.762939
	Iteration 19Q: 3 clusters Score -1.506412e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 382371 members 
Entering Unmasked Estep 
Score: -15065737.000000 Penalty: 1170.762939
	Iteration 20F: 3 clusters Score -1.506574e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 384129 members 
Entering Unmasked Estep 
Score: -15066840.000000 Penalty: 1170.762939
	Iteration 21Q: 3 clusters Score -1.506684e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 385300 members 
Entering Unmasked Estep 
Score: -15067556.000000 Penalty: 1170.762939
	Iteration 22Q: 3 clusters Score -1.506756e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 385964 members 
Entering Unmasked Estep 
Score: -15067938.000000 Penalty: 1170.762939
	Iteration 23Q: 3 clusters Score -1.506794e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 386334 members 
Entering Unmasked Estep 
Score: -15068118.000000 Penalty: 1170.762939
	Iteration 24Q: 3 clusters Score -1.506812e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 386508 members 
Entering Unmasked Estep 
Score: -15068239.000000 Penalty: 1170.762939
	Iteration 25Q: 3 clusters Score -1.506824e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 386584 members 
Entering Unmasked Estep 
Score: -15068311.000000 Penalty: 1170.762939
	Iteration 26Q: 3 clusters Score -1.506831e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 386616 members 
Entering Unmasked Estep 
Score: -15068353.000000 Penalty: 1170.762939
	Iteration 27Q: 3 clusters Score -1.506835e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 386632 members 
Entering Unmasked Estep 
Score: -15068369.000000 Penalty: 1170.762939
	Iteration 28Q: 3 clusters Score -1.506837e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 386642 members 
Entering Unmasked Estep 
Score: -15068361.000000 Penalty: 1170.762939
	Iteration 29Q: 3 clusters Score -1.506836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 386652 members 
Entering Unmasked Estep 
Score: -15068372.000000 Penalty: 1170.762939
	Iteration 30Q: 3 clusters Score -1.506837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 386660 members 
Entering Unmasked Estep 
Score: -15068379.000000 Penalty: 1170.762939
	Iteration 31Q: 3 clusters Score -1.506838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 386665 members 
Entering Unmasked Estep 
Score: -15068392.000000 Penalty: 1170.762939
	Iteration 32Q: 3 clusters Score -1.506839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 386667 members 
Entering Unmasked Estep 
Score: -15068391.000000 Penalty: 1170.762939
	Iteration 33Q: 3 clusters Score -1.506839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 386669 members 
Entering Unmasked Estep 
Score: -15068394.000000 Penalty: 1170.762939
	Iteration 34Q: 3 clusters Score -1.506839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 386669 members 
Entering Unmasked Estep 
Score: -15068394.000000 Penalty: 1170.762939
	Iteration 35F: 3 clusters Score -1.506839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -269979.125000 Penalty: 405.049347
	Iteration 0F: 2 clusters Score -269979.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -265111.625000 Penalty: 810.098694
	Iteration 0F: 3 clusters Score -265111.6 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -266979.500000 Penalty: 810.098694
	Iteration 1F: 3 clusters Score -266979.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -267370.812500 Penalty: 810.098694
	Iteration 2F: 3 clusters Score -267370.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -267932.500000 Penalty: 810.098694
	Iteration 3F: 3 clusters Score -267932.5 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -268537.937500 Penalty: 810.098694
	Iteration 4F: 3 clusters Score -268537.9 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -269009.562500 Penalty: 810.098694
	Iteration 5F: 3 clusters Score -269009.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -269267.156250 Penalty: 810.098694
	Iteration 6F: 3 clusters Score -269267.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -269447.062500 Penalty: 810.098694
	Iteration 7Q: 3 clusters Score -269447.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -269558.343750 Penalty: 810.098694
	Iteration 8Q: 3 clusters Score -269558.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -269610.406250 Penalty: 810.098694
	Iteration 9Q: 3 clusters Score -269610.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -269644.000000 Penalty: 810.098694
	Iteration 10Q: 3 clusters Score -269644 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -269676.843750 Penalty: 810.098694
	Iteration 11Q: 3 clusters Score -269676.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -269703.812500 Penalty: 810.098694
	Iteration 12Q: 3 clusters Score -269703.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -269721.875000 Penalty: 810.098694
	Iteration 13Q: 3 clusters Score -269721.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -269743.406250 Penalty: 810.098694
	Iteration 14Q: 3 clusters Score -269743.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -269765.406250 Penalty: 810.098694
	Iteration 15Q: 3 clusters Score -269765.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -269790.031250 Penalty: 810.098694
	Iteration 16Q: 3 clusters Score -269790 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -269809.093750 Penalty: 810.098694
	Iteration 17Q: 3 clusters Score -269809.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -269825.968750 Penalty: 810.098694
	Iteration 18Q: 3 clusters Score -269826 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -269841.562500 Penalty: 810.098694
	Iteration 19Q: 3 clusters Score -269841.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -269854.500000 Penalty: 810.098694
	Iteration 20F: 3 clusters Score -269854.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -269865.125000 Penalty: 810.098694
	Iteration 21Q: 3 clusters Score -269865.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -269874.156250 Penalty: 810.098694
	Iteration 22Q: 3 clusters Score -269874.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -269882.843750 Penalty: 810.098694
	Iteration 23Q: 3 clusters Score -269882.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -269890.281250 Penalty: 810.098694
	Iteration 24Q: 3 clusters Score -269890.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -269897.531250 Penalty: 810.098694
	Iteration 25Q: 3 clusters Score -269897.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -269906.593750 Penalty: 810.098694
	Iteration 26Q: 3 clusters Score -269906.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -269915.000000 Penalty: 810.098694
	Iteration 27Q: 3 clusters Score -269915 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -269926.125000 Penalty: 810.098694
	Iteration 28Q: 3 clusters Score -269926.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -269940.250000 Penalty: 810.098694
	Iteration 29Q: 3 clusters Score -269940.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -269956.437500 Penalty: 810.098694
	Iteration 30Q: 3 clusters Score -269956.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -269968.343750 Penalty: 810.098694
	Iteration 31Q: 3 clusters Score -269968.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -269976.093750 Penalty: 810.098694
	Iteration 32Q: 3 clusters Score -269976.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -269980.718750 Penalty: 810.098694
	Iteration 33Q: 3 clusters Score -269980.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -269983.218750 Penalty: 810.098694
	Iteration 34Q: 3 clusters Score -269983.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -269987.625000 Penalty: 810.098694
	Iteration 35Q: 3 clusters Score -269987.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -269994.531250 Penalty: 810.098694
	Iteration 36Q: 3 clusters Score -269994.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -269999.750000 Penalty: 810.098694
	Iteration 37Q: 3 clusters Score -269999.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -270005.031250 Penalty: 810.098694
	Iteration 38Q: 3 clusters Score -270005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -270009.125000 Penalty: 810.098694
	Iteration 39Q: 3 clusters Score -270009.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -270010.937500 Penalty: 810.098694
	Iteration 40F: 3 clusters Score -270010.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -270016.093750 Penalty: 810.098694
	Iteration 41Q: 3 clusters Score -270016.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -270018.906250 Penalty: 810.098694
	Iteration 42Q: 3 clusters Score -270018.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -270021.843750 Penalty: 810.098694
	Iteration 43Q: 3 clusters Score -270021.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -270023.468750 Penalty: 810.098694
	Iteration 44Q: 3 clusters Score -270023.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -270025.937500 Penalty: 810.098694
	Iteration 45Q: 3 clusters Score -270025.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -270028.500000 Penalty: 810.098694
	Iteration 46Q: 3 clusters Score -270028.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -270032.500000 Penalty: 810.098694
	Iteration 47Q: 3 clusters Score -270032.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -270036.125000 Penalty: 810.098694
	Iteration 48Q: 3 clusters Score -270036.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -270037.781250 Penalty: 810.098694
	Iteration 49Q: 3 clusters Score -270037.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -270038.593750 Penalty: 810.098694
	Iteration 50Q: 3 clusters Score -270038.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -270039.468750 Penalty: 810.098694
	Iteration 51Q: 3 clusters Score -270039.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -270039.906250 Penalty: 810.098694
	Iteration 52Q: 3 clusters Score -270039.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -270040.031250 Penalty: 810.098694
	Iteration 53Q: 3 clusters Score -270040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -270039.875000 Penalty: 810.098694
	Iteration 54Q: 3 clusters Score -270039.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -270040.062500 Penalty: 810.098694
	Iteration 55Q: 3 clusters Score -270040.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -270040.187500 Penalty: 810.098694
	Iteration 56Q: 3 clusters Score -270040.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -270040.187500 Penalty: 810.098694
	Iteration 57F: 3 clusters Score -270040.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 12701 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 2268 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 386747 members 
Mstep: Class 7 contains 6579 members 
Mstep: Class 8 contains 42168 members 
Mstep: Class 9 contains 9973 members 
Mstep: Class 10 contains 18476 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12247 members 
Mstep: Class 13 contains 5184 members 
Mstep: Class 14 contains 13407 members 
Mstep: Class 15 contains 18083 members 
Mstep: Class 16 contains 18825 members 
Mstep: Class 17 contains 564439 members 
Mstep: Class 18 contains 180565 members 
Mstep: Class 19 contains 37199 members 
Mstep: Class 20 contains 24042 members 
Mstep: Class 21 contains 20443 members 
Mstep: Class 22 contains 769 members 
Entering Unmasked Estep 
Score: -50284204.000000 Penalty: 14157.511719
Splitting cluster 7 changes total score from -50272056.000000 to -50284204.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (42168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Entering Unmasked Estep 
Score: -1467275.375000 Penalty: 484.548462
	Iteration 0F: 2 clusters Score -1467275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -1439095.750000 Penalty: 969.096924
	Iteration 0F: 3 clusters Score -1439096 nChanged 20413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -1453018.250000 Penalty: 969.096924
	Iteration 1F: 3 clusters Score -1453018 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -1454709.750000 Penalty: 969.096924
	Iteration 2F: 3 clusters Score -1454710 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -1456719.625000 Penalty: 969.096924
	Iteration 3F: 3 clusters Score -1456720 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -1458763.500000 Penalty: 969.096924
	Iteration 4F: 3 clusters Score -1458764 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -1460298.250000 Penalty: 969.096924
	Iteration 5F: 3 clusters Score -1460298 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -1461285.625000 Penalty: 969.096924
	Iteration 6Q: 3 clusters Score -1461286 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -1461835.000000 Penalty: 969.096924
	Iteration 7Q: 3 clusters Score -1461835 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -1462165.750000 Penalty: 969.096924
	Iteration 8Q: 3 clusters Score -1462166 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -1462452.500000 Penalty: 969.096924
	Iteration 9Q: 3 clusters Score -1462452 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -1462746.125000 Penalty: 969.096924
	Iteration 10Q: 3 clusters Score -1462746 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -1463068.375000 Penalty: 969.096924
	Iteration 11Q: 3 clusters Score -1463068 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -1463447.250000 Penalty: 969.096924
	Iteration 12Q: 3 clusters Score -1463447 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -1463924.250000 Penalty: 969.096924
	Iteration 13Q: 3 clusters Score -1463924 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -1464504.625000 Penalty: 969.096924
	Iteration 14Q: 3 clusters Score -1464505 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -1465182.375000 Penalty: 969.096924
	Iteration 15Q: 3 clusters Score -1465182 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -1465808.375000 Penalty: 969.096924
	Iteration 16Q: 3 clusters Score -1465808 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -1466258.750000 Penalty: 969.096924
	Iteration 17Q: 3 clusters Score -1466259 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -1466586.125000 Penalty: 969.096924
	Iteration 18Q: 3 clusters Score -1466586 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -1466836.750000 Penalty: 969.096924
	Iteration 19Q: 3 clusters Score -1466837 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -1466993.625000 Penalty: 969.096924
	Iteration 20F: 3 clusters Score -1466994 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -1467135.500000 Penalty: 969.096924
	Iteration 21Q: 3 clusters Score -1467136 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -1467237.500000 Penalty: 969.096924
	Iteration 22Q: 3 clusters Score -1467238 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -1467362.000000 Penalty: 969.096924
	Iteration 23Q: 3 clusters Score -1467362 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -1467462.500000 Penalty: 969.096924
	Iteration 24Q: 3 clusters Score -1467462 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -1467568.250000 Penalty: 969.096924
	Iteration 25Q: 3 clusters Score -1467568 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -1467677.500000 Penalty: 969.096924
	Iteration 26Q: 3 clusters Score -1467678 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -1467801.625000 Penalty: 969.096924
	Iteration 27Q: 3 clusters Score -1467802 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -1467951.625000 Penalty: 969.096924
	Iteration 28Q: 3 clusters Score -1467952 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -1468114.250000 Penalty: 969.096924
	Iteration 29Q: 3 clusters Score -1468114 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -1468274.000000 Penalty: 969.096924
	Iteration 30Q: 3 clusters Score -1468274 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -1468428.000000 Penalty: 969.096924
	Iteration 31Q: 3 clusters Score -1468428 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -1468551.375000 Penalty: 969.096924
	Iteration 32Q: 3 clusters Score -1468551 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -1468627.250000 Penalty: 969.096924
	Iteration 33Q: 3 clusters Score -1468627 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -1468699.500000 Penalty: 969.096924
	Iteration 34Q: 3 clusters Score -1468700 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -1468763.500000 Penalty: 969.096924
	Iteration 35Q: 3 clusters Score -1468764 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -1468817.875000 Penalty: 969.096924
	Iteration 36Q: 3 clusters Score -1468818 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -1468852.875000 Penalty: 969.096924
	Iteration 37Q: 3 clusters Score -1468853 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -1468897.875000 Penalty: 969.096924
	Iteration 38Q: 3 clusters Score -1468898 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -1468926.125000 Penalty: 969.096924
	Iteration 39Q: 3 clusters Score -1468926 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -1469000.250000 Penalty: 969.096924
	Iteration 40F: 3 clusters Score -1469000 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -1469065.125000 Penalty: 969.096924
	Iteration 41Q: 3 clusters Score -1469065 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -1469103.500000 Penalty: 969.096924
	Iteration 42Q: 3 clusters Score -1469104 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -1469148.375000 Penalty: 969.096924
	Iteration 43Q: 3 clusters Score -1469148 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -1469170.125000 Penalty: 969.096924
	Iteration 44Q: 3 clusters Score -1469170 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -1469196.875000 Penalty: 969.096924
	Iteration 45Q: 3 clusters Score -1469197 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -1469212.875000 Penalty: 969.096924
	Iteration 46Q: 3 clusters Score -1469213 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -1469219.125000 Penalty: 969.096924
	Iteration 47Q: 3 clusters Score -1469219 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -1469230.000000 Penalty: 969.096924
	Iteration 48Q: 3 clusters Score -1469230 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -1469241.250000 Penalty: 969.096924
	Iteration 49Q: 3 clusters Score -1469241 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -1469238.500000 Penalty: 969.096924
	Iteration 50Q: 3 clusters Score -1469238 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -1469251.375000 Penalty: 969.096924
	Iteration 51Q: 3 clusters Score -1469251 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -1469251.625000 Penalty: 969.096924
	Iteration 52Q: 3 clusters Score -1469252 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -1469255.000000 Penalty: 969.096924
	Iteration 53Q: 3 clusters Score -1469255 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -1469254.875000 Penalty: 969.096924
	Iteration 54Q: 3 clusters Score -1469255 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -1469253.000000 Penalty: 969.096924
	Iteration 55Q: 3 clusters Score -1469253 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -1469249.875000 Penalty: 969.096924
	Iteration 56Q: 3 clusters Score -1469250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -1469253.375000 Penalty: 969.096924
	Iteration 57Q: 3 clusters Score -1469253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -1469252.875000 Penalty: 969.096924
	Iteration 58Q: 3 clusters Score -1469253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -1469253.125000 Penalty: 969.096924
	Iteration 59Q: 3 clusters Score -1469253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -1469257.125000 Penalty: 969.096924
	Iteration 60F: 3 clusters Score -1469257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -1469253.625000 Penalty: 969.096924
	Iteration 61Q: 3 clusters Score -1469254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -1469257.375000 Penalty: 969.096924
	Iteration 62Q: 3 clusters Score -1469257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -1469257.875000 Penalty: 969.096924
	Iteration 63Q: 3 clusters Score -1469258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -1469258.000000 Penalty: 969.096924
	Iteration 64Q: 3 clusters Score -1469258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -1469257.375000 Penalty: 969.096924
	Iteration 65Q: 3 clusters Score -1469257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -1469258.125000 Penalty: 969.096924
	Iteration 66Q: 3 clusters Score -1469258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -1469257.750000 Penalty: 969.096924
	Iteration 67Q: 3 clusters Score -1469258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -1469256.250000 Penalty: 969.096924
	Iteration 68Q: 3 clusters Score -1469256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -1469255.250000 Penalty: 969.096924
	Iteration 69Q: 3 clusters Score -1469255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -1469255.250000 Penalty: 969.096924
	Iteration 70F: 3 clusters Score -1469255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 12701 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 2268 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 386747 members 
Mstep: Class 7 contains 6579 members 
Mstep: Class 8 contains 22251 members 
Mstep: Class 9 contains 9973 members 
Mstep: Class 10 contains 18476 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12247 members 
Mstep: Class 13 contains 5184 members 
Mstep: Class 14 contains 13407 members 
Mstep: Class 15 contains 18083 members 
Mstep: Class 16 contains 18825 members 
Mstep: Class 17 contains 564439 members 
Mstep: Class 18 contains 180565 members 
Mstep: Class 19 contains 37199 members 
Mstep: Class 20 contains 24042 members 
Mstep: Class 21 contains 20443 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 19917 members 
Entering Unmasked Estep 
Score: -50286360.000000 Penalty: 14801.035156
Splitting cluster 8 changes total score from -50272056.000000 to -50286360.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (9973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Entering Unmasked Estep 
Score: -326446.937500 Penalty: 418.947479
	Iteration 0F: 2 clusters Score -326446.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -319755.875000 Penalty: 837.894958
	Iteration 0F: 3 clusters Score -319755.9 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -322827.343750 Penalty: 837.894958
	Iteration 1F: 3 clusters Score -322827.3 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -323434.187500 Penalty: 837.894958
	Iteration 2F: 3 clusters Score -323434.2 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -324167.625000 Penalty: 837.894958
	Iteration 3F: 3 clusters Score -324167.6 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -325166.500000 Penalty: 837.894958
	Iteration 4F: 3 clusters Score -325166.5 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -326234.750000 Penalty: 837.894958
	Iteration 5F: 3 clusters Score -326234.8 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -326979.125000 Penalty: 837.894958
	Iteration 6F: 3 clusters Score -326979.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -327332.875000 Penalty: 837.894958
	Iteration 7Q: 3 clusters Score -327332.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -327476.906250 Penalty: 837.894958
	Iteration 8Q: 3 clusters Score -327476.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -327528.437500 Penalty: 837.894958
	Iteration 9Q: 3 clusters Score -327528.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -327555.250000 Penalty: 837.894958
	Iteration 10Q: 3 clusters Score -327555.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -327577.031250 Penalty: 837.894958
	Iteration 11Q: 3 clusters Score -327577 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -327594.531250 Penalty: 837.894958
	Iteration 12Q: 3 clusters Score -327594.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -327606.718750 Penalty: 837.894958
	Iteration 13Q: 3 clusters Score -327606.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -327639.812500 Penalty: 837.894958
	Iteration 14Q: 3 clusters Score -327639.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -327680.468750 Penalty: 837.894958
	Iteration 15Q: 3 clusters Score -327680.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -327723.531250 Penalty: 837.894958
	Iteration 16Q: 3 clusters Score -327723.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -327778.031250 Penalty: 837.894958
	Iteration 17Q: 3 clusters Score -327778 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -327834.562500 Penalty: 837.894958
	Iteration 18Q: 3 clusters Score -327834.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -327905.843750 Penalty: 837.894958
	Iteration 19Q: 3 clusters Score -327905.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -327999.125000 Penalty: 837.894958
	Iteration 20F: 3 clusters Score -327999.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -328054.562500 Penalty: 837.894958
	Iteration 21Q: 3 clusters Score -328054.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -328074.250000 Penalty: 837.894958
	Iteration 22Q: 3 clusters Score -328074.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -328089.750000 Penalty: 837.894958
	Iteration 23Q: 3 clusters Score -328089.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -328097.656250 Penalty: 837.894958
	Iteration 24Q: 3 clusters Score -328097.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -328106.218750 Penalty: 837.894958
	Iteration 25Q: 3 clusters Score -328106.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -328113.218750 Penalty: 837.894958
	Iteration 26Q: 3 clusters Score -328113.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -328120.687500 Penalty: 837.894958
	Iteration 27Q: 3 clusters Score -328120.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -328127.593750 Penalty: 837.894958
	Iteration 28Q: 3 clusters Score -328127.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -328132.218750 Penalty: 837.894958
	Iteration 29Q: 3 clusters Score -328132.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -328135.750000 Penalty: 837.894958
	Iteration 30Q: 3 clusters Score -328135.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -328139.250000 Penalty: 837.894958
	Iteration 31Q: 3 clusters Score -328139.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -328143.250000 Penalty: 837.894958
	Iteration 32Q: 3 clusters Score -328143.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -328145.718750 Penalty: 837.894958
	Iteration 33Q: 3 clusters Score -328145.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -328147.593750 Penalty: 837.894958
	Iteration 34Q: 3 clusters Score -328147.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -328148.312500 Penalty: 837.894958
	Iteration 35Q: 3 clusters Score -328148.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -328150.031250 Penalty: 837.894958
	Iteration 36Q: 3 clusters Score -328150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -328151.218750 Penalty: 837.894958
	Iteration 37Q: 3 clusters Score -328151.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -328151.437500 Penalty: 837.894958
	Iteration 38Q: 3 clusters Score -328151.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -328153.687500 Penalty: 837.894958
	Iteration 39Q: 3 clusters Score -328153.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -328155.531250 Penalty: 837.894958
	Iteration 40F: 3 clusters Score -328155.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -328156.531250 Penalty: 837.894958
	Iteration 41Q: 3 clusters Score -328156.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -328157.968750 Penalty: 837.894958
	Iteration 42Q: 3 clusters Score -328158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -328160.250000 Penalty: 837.894958
	Iteration 43Q: 3 clusters Score -328160.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -328163.437500 Penalty: 837.894958
	Iteration 44Q: 3 clusters Score -328163.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -328163.000000 Penalty: 837.894958
	Iteration 45Q: 3 clusters Score -328163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -328165.218750 Penalty: 837.894958
	Iteration 46Q: 3 clusters Score -328165.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -328166.093750 Penalty: 837.894958
	Iteration 47Q: 3 clusters Score -328166.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -328166.812500 Penalty: 837.894958
	Iteration 48Q: 3 clusters Score -328166.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -328167.531250 Penalty: 837.894958
	Iteration 49Q: 3 clusters Score -328167.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -328167.031250 Penalty: 837.894958
	Iteration 50Q: 3 clusters Score -328167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -328168.593750 Penalty: 837.894958
	Iteration 51Q: 3 clusters Score -328168.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -328169.968750 Penalty: 837.894958
	Iteration 52Q: 3 clusters Score -328170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -328170.312500 Penalty: 837.894958
	Iteration 53Q: 3 clusters Score -328170.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -328171.937500 Penalty: 837.894958
	Iteration 54Q: 3 clusters Score -328171.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -328173.562500 Penalty: 837.894958
	Iteration 55Q: 3 clusters Score -328173.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -328176.093750 Penalty: 837.894958
	Iteration 56Q: 3 clusters Score -328176.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -328177.875000 Penalty: 837.894958
	Iteration 57Q: 3 clusters Score -328177.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -328180.312500 Penalty: 837.894958
	Iteration 58Q: 3 clusters Score -328180.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -328182.000000 Penalty: 837.894958
	Iteration 59Q: 3 clusters Score -328182 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -328184.343750 Penalty: 837.894958
	Iteration 60F: 3 clusters Score -328184.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -328188.218750 Penalty: 837.894958
	Iteration 61Q: 3 clusters Score -328188.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -328190.625000 Penalty: 837.894958
	Iteration 62Q: 3 clusters Score -328190.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -328193.843750 Penalty: 837.894958
	Iteration 63Q: 3 clusters Score -328193.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -328194.156250 Penalty: 837.894958
	Iteration 64Q: 3 clusters Score -328194.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -328196.562500 Penalty: 837.894958
	Iteration 65Q: 3 clusters Score -328196.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -328196.750000 Penalty: 837.894958
	Iteration 66Q: 3 clusters Score -328196.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -328196.250000 Penalty: 837.894958
	Iteration 67Q: 3 clusters Score -328196.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -328197.937500 Penalty: 837.894958
	Iteration 68Q: 3 clusters Score -328197.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -328198.906250 Penalty: 837.894958
	Iteration 69Q: 3 clusters Score -328198.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -328199.125000 Penalty: 837.894958
	Iteration 70Q: 3 clusters Score -328199.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -328198.437500 Penalty: 837.894958
	Iteration 71Q: 3 clusters Score -328198.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -328199.531250 Penalty: 837.894958
	Iteration 72Q: 3 clusters Score -328199.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -328200.437500 Penalty: 837.894958
	Iteration 73Q: 3 clusters Score -328200.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -328200.875000 Penalty: 837.894958
	Iteration 74Q: 3 clusters Score -328200.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -328200.250000 Penalty: 837.894958
	Iteration 75Q: 3 clusters Score -328200.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -328200.906250 Penalty: 837.894958
	Iteration 76Q: 3 clusters Score -328200.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -328201.375000 Penalty: 837.894958
	Iteration 77Q: 3 clusters Score -328201.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -328203.500000 Penalty: 837.894958
	Iteration 78Q: 3 clusters Score -328203.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -328204.687500 Penalty: 837.894958
	Iteration 79Q: 3 clusters Score -328204.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -328206.062500 Penalty: 837.894958
	Iteration 80F: 3 clusters Score -328206.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -328208.406250 Penalty: 837.894958
	Iteration 81Q: 3 clusters Score -328208.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -328212.250000 Penalty: 837.894958
	Iteration 82Q: 3 clusters Score -328212.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -328215.093750 Penalty: 837.894958
	Iteration 83Q: 3 clusters Score -328215.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -328216.312500 Penalty: 837.894958
	Iteration 84Q: 3 clusters Score -328216.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -328216.593750 Penalty: 837.894958
	Iteration 85Q: 3 clusters Score -328216.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -328217.593750 Penalty: 837.894958
	Iteration 86Q: 3 clusters Score -328217.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -328218.062500 Penalty: 837.894958
	Iteration 87Q: 3 clusters Score -328218.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -328219.187500 Penalty: 837.894958
	Iteration 88Q: 3 clusters Score -328219.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -328219.531250 Penalty: 837.894958
	Iteration 89Q: 3 clusters Score -328219.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -328219.437500 Penalty: 837.894958
	Iteration 90Q: 3 clusters Score -328219.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -328220.312500 Penalty: 837.894958
	Iteration 91Q: 3 clusters Score -328220.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -328220.000000 Penalty: 837.894958
	Iteration 92Q: 3 clusters Score -328220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -328221.125000 Penalty: 837.894958
	Iteration 93Q: 3 clusters Score -328221.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -328221.562500 Penalty: 837.894958
	Iteration 94Q: 3 clusters Score -328221.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -328223.125000 Penalty: 837.894958
	Iteration 95Q: 3 clusters Score -328223.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -328223.968750 Penalty: 837.894958
	Iteration 96Q: 3 clusters Score -328224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -328224.156250 Penalty: 837.894958
	Iteration 97Q: 3 clusters Score -328224.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -328226.437500 Penalty: 837.894958
	Iteration 98Q: 3 clusters Score -328226.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -328227.906250 Penalty: 837.894958
	Iteration 99Q: 3 clusters Score -328227.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -328228.625000 Penalty: 837.894958
	Iteration 100F: 3 clusters Score -328228.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -328229.031250 Penalty: 837.894958
	Iteration 101Q: 3 clusters Score -328229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -328230.218750 Penalty: 837.894958
	Iteration 102Q: 3 clusters Score -328230.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -328231.406250 Penalty: 837.894958
	Iteration 103Q: 3 clusters Score -328231.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -328233.062500 Penalty: 837.894958
	Iteration 104Q: 3 clusters Score -328233.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -328238.031250 Penalty: 837.894958
	Iteration 105Q: 3 clusters Score -328238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -328241.968750 Penalty: 837.894958
	Iteration 106Q: 3 clusters Score -328242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -328247.656250 Penalty: 837.894958
	Iteration 107Q: 3 clusters Score -328247.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -328251.218750 Penalty: 837.894958
	Iteration 108Q: 3 clusters Score -328251.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -328253.218750 Penalty: 837.894958
	Iteration 109Q: 3 clusters Score -328253.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -328255.593750 Penalty: 837.894958
	Iteration 110Q: 3 clusters Score -328255.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -328257.500000 Penalty: 837.894958
	Iteration 111Q: 3 clusters Score -328257.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -328259.031250 Penalty: 837.894958
	Iteration 112Q: 3 clusters Score -328259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -328260.562500 Penalty: 837.894958
	Iteration 113Q: 3 clusters Score -328260.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -328263.531250 Penalty: 837.894958
	Iteration 114Q: 3 clusters Score -328263.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -328267.843750 Penalty: 837.894958
	Iteration 115Q: 3 clusters Score -328267.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -328270.031250 Penalty: 837.894958
	Iteration 116Q: 3 clusters Score -328270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -328274.218750 Penalty: 837.894958
	Iteration 117Q: 3 clusters Score -328274.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -328278.312500 Penalty: 837.894958
	Iteration 118Q: 3 clusters Score -328278.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -328282.218750 Penalty: 837.894958
	Iteration 119Q: 3 clusters Score -328282.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -328286.750000 Penalty: 837.894958
	Iteration 120F: 3 clusters Score -328286.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -328291.000000 Penalty: 837.894958
	Iteration 121Q: 3 clusters Score -328291 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -328295.718750 Penalty: 837.894958
	Iteration 122Q: 3 clusters Score -328295.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -328300.718750 Penalty: 837.894958
	Iteration 123Q: 3 clusters Score -328300.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -328305.031250 Penalty: 837.894958
	Iteration 124Q: 3 clusters Score -328305 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -328312.718750 Penalty: 837.894958
	Iteration 125Q: 3 clusters Score -328312.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -328322.781250 Penalty: 837.894958
	Iteration 126Q: 3 clusters Score -328322.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -328334.531250 Penalty: 837.894958
	Iteration 127Q: 3 clusters Score -328334.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -328353.062500 Penalty: 837.894958
	Iteration 128Q: 3 clusters Score -328353.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -328379.312500 Penalty: 837.894958
	Iteration 129Q: 3 clusters Score -328379.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -328416.218750 Penalty: 837.894958
	Iteration 130Q: 3 clusters Score -328416.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -328458.906250 Penalty: 837.894958
	Iteration 131Q: 3 clusters Score -328458.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -328524.343750 Penalty: 837.894958
	Iteration 132Q: 3 clusters Score -328524.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -328619.156250 Penalty: 837.894958
	Iteration 133Q: 3 clusters Score -328619.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -328746.968750 Penalty: 837.894958
	Iteration 134Q: 3 clusters Score -328747 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -328905.218750 Penalty: 837.894958
	Iteration 135Q: 3 clusters Score -328905.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -329048.406250 Penalty: 837.894958
	Iteration 136Q: 3 clusters Score -329048.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -329199.812500 Penalty: 837.894958
	Iteration 137Q: 3 clusters Score -329199.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -329321.937500 Penalty: 837.894958
	Iteration 138Q: 3 clusters Score -329321.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -329397.093750 Penalty: 837.894958
	Iteration 139Q: 3 clusters Score -329397.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -329443.281250 Penalty: 837.894958
	Iteration 140F: 3 clusters Score -329443.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -329477.656250 Penalty: 837.894958
	Iteration 141Q: 3 clusters Score -329477.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -329493.625000 Penalty: 837.894958
	Iteration 142Q: 3 clusters Score -329493.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -329506.500000 Penalty: 837.894958
	Iteration 143Q: 3 clusters Score -329506.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -329510.750000 Penalty: 837.894958
	Iteration 144Q: 3 clusters Score -329510.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -329512.250000 Penalty: 837.894958
	Iteration 145Q: 3 clusters Score -329512.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -329513.625000 Penalty: 837.894958
	Iteration 146Q: 3 clusters Score -329513.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -329514.750000 Penalty: 837.894958
	Iteration 147Q: 3 clusters Score -329514.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -329517.156250 Penalty: 837.894958
	Iteration 148Q: 3 clusters Score -329517.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -329518.687500 Penalty: 837.894958
	Iteration 149Q: 3 clusters Score -329518.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -329518.562500 Penalty: 837.894958
	Iteration 150Q: 3 clusters Score -329518.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -329519.031250 Penalty: 837.894958
	Iteration 151Q: 3 clusters Score -329519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -329519.875000 Penalty: 837.894958
	Iteration 152Q: 3 clusters Score -329519.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -329519.562500 Penalty: 837.894958
	Iteration 153Q: 3 clusters Score -329519.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -329520.093750 Penalty: 837.894958
	Iteration 154Q: 3 clusters Score -329520.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -329520.593750 Penalty: 837.894958
	Iteration 155Q: 3 clusters Score -329520.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -329520.875000 Penalty: 837.894958
	Iteration 156Q: 3 clusters Score -329520.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -329521.125000 Penalty: 837.894958
	Iteration 157Q: 3 clusters Score -329521.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -329521.437500 Penalty: 837.894958
	Iteration 158Q: 3 clusters Score -329521.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -329521.437500 Penalty: 837.894958
	Iteration 159F: 3 clusters Score -329521.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 12701 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 2268 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 386747 members 
Mstep: Class 7 contains 6579 members 
Mstep: Class 8 contains 22251 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 18476 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12247 members 
Mstep: Class 13 contains 5184 members 
Mstep: Class 14 contains 13407 members 
Mstep: Class 15 contains 18083 members 
Mstep: Class 16 contains 18825 members 
Mstep: Class 17 contains 564439 members 
Mstep: Class 18 contains 180565 members 
Mstep: Class 19 contains 37199 members 
Mstep: Class 20 contains 24042 members 
Mstep: Class 21 contains 20443 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 19917 members 
Mstep: Class 24 contains 8512 members 
Entering Unmasked Estep 
Score: -50289152.000000 Penalty: 15444.558594
Splitting cluster 9 changes total score from -50272056.000000 to -50289152.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (18476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Entering Unmasked Estep 
Score: -642457.750000 Penalty: 447.002380
	Iteration 0F: 2 clusters Score -642457.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -630134.812500 Penalty: 894.004761
	Iteration 0F: 3 clusters Score -630134.8 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -636050.500000 Penalty: 894.004761
	Iteration 1F: 3 clusters Score -636050.5 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -636944.250000 Penalty: 894.004761
	Iteration 2F: 3 clusters Score -636944.2 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -638010.062500 Penalty: 894.004761
	Iteration 3F: 3 clusters Score -638010.1 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -638922.500000 Penalty: 894.004761
	Iteration 4F: 3 clusters Score -638922.5 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -639666.562500 Penalty: 894.004761
	Iteration 5F: 3 clusters Score -639666.6 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -640243.312500 Penalty: 894.004761
	Iteration 6Q: 3 clusters Score -640243.3 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -640639.375000 Penalty: 894.004761
	Iteration 7Q: 3 clusters Score -640639.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -640913.250000 Penalty: 894.004761
	Iteration 8Q: 3 clusters Score -640913.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -641126.187500 Penalty: 894.004761
	Iteration 9Q: 3 clusters Score -641126.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -641302.375000 Penalty: 894.004761
	Iteration 10Q: 3 clusters Score -641302.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -641452.687500 Penalty: 894.004761
	Iteration 11Q: 3 clusters Score -641452.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -641575.312500 Penalty: 894.004761
	Iteration 12Q: 3 clusters Score -641575.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -641666.750000 Penalty: 894.004761
	Iteration 13Q: 3 clusters Score -641666.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -641748.500000 Penalty: 894.004761
	Iteration 14Q: 3 clusters Score -641748.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -641822.937500 Penalty: 894.004761
	Iteration 15Q: 3 clusters Score -641822.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -641909.187500 Penalty: 894.004761
	Iteration 16Q: 3 clusters Score -641909.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -641989.750000 Penalty: 894.004761
	Iteration 17Q: 3 clusters Score -641989.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -642050.000000 Penalty: 894.004761
	Iteration 18Q: 3 clusters Score -642050 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -642093.687500 Penalty: 894.004761
	Iteration 19Q: 3 clusters Score -642093.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -642126.875000 Penalty: 894.004761
	Iteration 20F: 3 clusters Score -642126.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -642144.125000 Penalty: 894.004761
	Iteration 21Q: 3 clusters Score -642144.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -642165.312500 Penalty: 894.004761
	Iteration 22Q: 3 clusters Score -642165.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -642185.250000 Penalty: 894.004761
	Iteration 23Q: 3 clusters Score -642185.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -642198.812500 Penalty: 894.004761
	Iteration 24Q: 3 clusters Score -642198.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -642209.000000 Penalty: 894.004761
	Iteration 25Q: 3 clusters Score -642209 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -642220.562500 Penalty: 894.004761
	Iteration 26Q: 3 clusters Score -642220.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -642226.687500 Penalty: 894.004761
	Iteration 27Q: 3 clusters Score -642226.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -642233.937500 Penalty: 894.004761
	Iteration 28Q: 3 clusters Score -642233.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -642239.875000 Penalty: 894.004761
	Iteration 29Q: 3 clusters Score -642239.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -642245.437500 Penalty: 894.004761
	Iteration 30Q: 3 clusters Score -642245.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -642250.062500 Penalty: 894.004761
	Iteration 31Q: 3 clusters Score -642250.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -642252.437500 Penalty: 894.004761
	Iteration 32Q: 3 clusters Score -642252.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -642257.500000 Penalty: 894.004761
	Iteration 33Q: 3 clusters Score -642257.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -642259.000000 Penalty: 894.004761
	Iteration 34Q: 3 clusters Score -642259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -642261.062500 Penalty: 894.004761
	Iteration 35Q: 3 clusters Score -642261.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -642267.500000 Penalty: 894.004761
	Iteration 36Q: 3 clusters Score -642267.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -642269.375000 Penalty: 894.004761
	Iteration 37Q: 3 clusters Score -642269.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -642270.500000 Penalty: 894.004761
	Iteration 38Q: 3 clusters Score -642270.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -642272.125000 Penalty: 894.004761
	Iteration 39Q: 3 clusters Score -642272.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -642277.312500 Penalty: 894.004761
	Iteration 40F: 3 clusters Score -642277.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -642280.500000 Penalty: 894.004761
	Iteration 41Q: 3 clusters Score -642280.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -642280.875000 Penalty: 894.004761
	Iteration 42Q: 3 clusters Score -642280.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -642281.250000 Penalty: 894.004761
	Iteration 43Q: 3 clusters Score -642281.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -642285.375000 Penalty: 894.004761
	Iteration 44Q: 3 clusters Score -642285.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -642284.125000 Penalty: 894.004761
	Iteration 45Q: 3 clusters Score -642284.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -642285.375000 Penalty: 894.004761
	Iteration 46Q: 3 clusters Score -642285.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -642285.812500 Penalty: 894.004761
	Iteration 47Q: 3 clusters Score -642285.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -642286.625000 Penalty: 894.004761
	Iteration 48Q: 3 clusters Score -642286.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -642289.000000 Penalty: 894.004761
	Iteration 49Q: 3 clusters Score -642289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -642288.937500 Penalty: 894.004761
	Iteration 50Q: 3 clusters Score -642288.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -642288.562500 Penalty: 894.004761
	Iteration 51Q: 3 clusters Score -642288.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -642288.000000 Penalty: 894.004761
	Iteration 52Q: 3 clusters Score -642288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -642288.062500 Penalty: 894.004761
	Iteration 53Q: 3 clusters Score -642288.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -642290.312500 Penalty: 894.004761
	Iteration 54Q: 3 clusters Score -642290.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -642289.812500 Penalty: 894.004761
	Iteration 55Q: 3 clusters Score -642289.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -642291.250000 Penalty: 894.004761
	Iteration 56Q: 3 clusters Score -642291.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -642291.125000 Penalty: 894.004761
	Iteration 57Q: 3 clusters Score -642291.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -642291.937500 Penalty: 894.004761
	Iteration 58Q: 3 clusters Score -642291.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -642292.062500 Penalty: 894.004761
	Iteration 59Q: 3 clusters Score -642292.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -642294.875000 Penalty: 894.004761
	Iteration 60F: 3 clusters Score -642294.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -642296.062500 Penalty: 894.004761
	Iteration 61Q: 3 clusters Score -642296.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -642294.437500 Penalty: 894.004761
	Iteration 62Q: 3 clusters Score -642294.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -642297.187500 Penalty: 894.004761
	Iteration 63Q: 3 clusters Score -642297.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -642295.875000 Penalty: 894.004761
	Iteration 64Q: 3 clusters Score -642295.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -642300.125000 Penalty: 894.004761
	Iteration 65Q: 3 clusters Score -642300.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -642300.875000 Penalty: 894.004761
	Iteration 66Q: 3 clusters Score -642300.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -642302.312500 Penalty: 894.004761
	Iteration 67Q: 3 clusters Score -642302.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -642302.250000 Penalty: 894.004761
	Iteration 68Q: 3 clusters Score -642302.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -642301.687500 Penalty: 894.004761
	Iteration 69Q: 3 clusters Score -642301.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -642302.687500 Penalty: 894.004761
	Iteration 70Q: 3 clusters Score -642302.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -642302.625000 Penalty: 894.004761
	Iteration 71Q: 3 clusters Score -642302.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -642300.937500 Penalty: 894.004761
	Iteration 72Q: 3 clusters Score -642300.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -642303.500000 Penalty: 894.004761
	Iteration 73Q: 3 clusters Score -642303.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -642303.125000 Penalty: 894.004761
	Iteration 74Q: 3 clusters Score -642303.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -642304.062500 Penalty: 894.004761
	Iteration 75Q: 3 clusters Score -642304.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -642303.812500 Penalty: 894.004761
	Iteration 76Q: 3 clusters Score -642303.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -642304.812500 Penalty: 894.004761
	Iteration 77Q: 3 clusters Score -642304.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -642304.125000 Penalty: 894.004761
	Iteration 78Q: 3 clusters Score -642304.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -642304.500000 Penalty: 894.004761
	Iteration 79Q: 3 clusters Score -642304.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -642305.250000 Penalty: 894.004761
	Iteration 80F: 3 clusters Score -642305.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -642304.375000 Penalty: 894.004761
	Iteration 81Q: 3 clusters Score -642304.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -642303.375000 Penalty: 894.004761
	Iteration 82Q: 3 clusters Score -642303.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -642303.375000 Penalty: 894.004761
	Iteration 83F: 3 clusters Score -642303.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Entering Unmasked Estep 
Score: -204093.750000 Penalty: 391.218994
	Iteration 0F: 2 clusters Score -204093.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -200445.125000 Penalty: 782.437988
	Iteration 0F: 3 clusters Score -200445.1 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -201950.281250 Penalty: 782.437988
	Iteration 1F: 3 clusters Score -201950.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -202168.171875 Penalty: 782.437988
	Iteration 2F: 3 clusters Score -202168.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -202415.093750 Penalty: 782.437988
	Iteration 3F: 3 clusters Score -202415.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -202707.625000 Penalty: 782.437988
	Iteration 4F: 3 clusters Score -202707.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -203001.421875 Penalty: 782.437988
	Iteration 5F: 3 clusters Score -203001.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -203258.968750 Penalty: 782.437988
	Iteration 6F: 3 clusters Score -203259 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -203490.375000 Penalty: 782.437988
	Iteration 7Q: 3 clusters Score -203490.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -203609.875000 Penalty: 782.437988
	Iteration 8Q: 3 clusters Score -203609.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -203667.906250 Penalty: 782.437988
	Iteration 9Q: 3 clusters Score -203667.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -203704.812500 Penalty: 782.437988
	Iteration 10Q: 3 clusters Score -203704.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -203734.078125 Penalty: 782.437988
	Iteration 11Q: 3 clusters Score -203734.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -203750.640625 Penalty: 782.437988
	Iteration 12Q: 3 clusters Score -203750.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -203762.093750 Penalty: 782.437988
	Iteration 13Q: 3 clusters Score -203762.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -203768.343750 Penalty: 782.437988
	Iteration 14Q: 3 clusters Score -203768.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -203772.937500 Penalty: 782.437988
	Iteration 15Q: 3 clusters Score -203772.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -203781.765625 Penalty: 782.437988
	Iteration 16Q: 3 clusters Score -203781.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -203787.234375 Penalty: 782.437988
	Iteration 17Q: 3 clusters Score -203787.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -203793.218750 Penalty: 782.437988
	Iteration 18Q: 3 clusters Score -203793.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -203796.203125 Penalty: 782.437988
	Iteration 19Q: 3 clusters Score -203796.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -203799.359375 Penalty: 782.437988
	Iteration 20F: 3 clusters Score -203799.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -203802.000000 Penalty: 782.437988
	Iteration 21Q: 3 clusters Score -203802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -203811.859375 Penalty: 782.437988
	Iteration 22Q: 3 clusters Score -203811.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -203813.046875 Penalty: 782.437988
	Iteration 23Q: 3 clusters Score -203813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -203819.765625 Penalty: 782.437988
	Iteration 24Q: 3 clusters Score -203819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -203823.218750 Penalty: 782.437988
	Iteration 25Q: 3 clusters Score -203823.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -203823.968750 Penalty: 782.437988
	Iteration 26Q: 3 clusters Score -203824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -203827.140625 Penalty: 782.437988
	Iteration 27Q: 3 clusters Score -203827.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -203831.281250 Penalty: 782.437988
	Iteration 28Q: 3 clusters Score -203831.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -203834.171875 Penalty: 782.437988
	Iteration 29Q: 3 clusters Score -203834.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -203840.703125 Penalty: 782.437988
	Iteration 30Q: 3 clusters Score -203840.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -203843.125000 Penalty: 782.437988
	Iteration 31Q: 3 clusters Score -203843.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -203843.484375 Penalty: 782.437988
	Iteration 32Q: 3 clusters Score -203843.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -203843.843750 Penalty: 782.437988
	Iteration 33Q: 3 clusters Score -203843.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -203845.140625 Penalty: 782.437988
	Iteration 34Q: 3 clusters Score -203845.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -203845.140625 Penalty: 782.437988
	Iteration 35F: 3 clusters Score -203845.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Entering Unmasked Estep 
Score: -444282.218750 Penalty: 428.293152
	Iteration 0F: 2 clusters Score -444282.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -436182.531250 Penalty: 856.586304
	Iteration 0F: 3 clusters Score -436182.5 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -439483.218750 Penalty: 856.586304
	Iteration 1F: 3 clusters Score -439483.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -439772.656250 Penalty: 856.586304
	Iteration 2F: 3 clusters Score -439772.7 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -440108.531250 Penalty: 856.586304
	Iteration 3F: 3 clusters Score -440108.5 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -440557.625000 Penalty: 856.586304
	Iteration 4F: 3 clusters Score -440557.6 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -441177.625000 Penalty: 856.586304
	Iteration 5F: 3 clusters Score -441177.6 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -441836.156250 Penalty: 856.586304
	Iteration 6F: 3 clusters Score -441836.2 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -442283.250000 Penalty: 856.586304
	Iteration 7F: 3 clusters Score -442283.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -442468.875000 Penalty: 856.586304
	Iteration 8Q: 3 clusters Score -442468.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -442547.593750 Penalty: 856.586304
	Iteration 9Q: 3 clusters Score -442547.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -442590.031250 Penalty: 856.586304
	Iteration 10Q: 3 clusters Score -442590 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -442625.593750 Penalty: 856.586304
	Iteration 11Q: 3 clusters Score -442625.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -442654.437500 Penalty: 856.586304
	Iteration 12Q: 3 clusters Score -442654.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -442677.156250 Penalty: 856.586304
	Iteration 13Q: 3 clusters Score -442677.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -442696.406250 Penalty: 856.586304
	Iteration 14Q: 3 clusters Score -442696.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -442710.718750 Penalty: 856.586304
	Iteration 15Q: 3 clusters Score -442710.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -442725.968750 Penalty: 856.586304
	Iteration 16Q: 3 clusters Score -442726 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -442741.156250 Penalty: 856.586304
	Iteration 17Q: 3 clusters Score -442741.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -442758.000000 Penalty: 856.586304
	Iteration 18Q: 3 clusters Score -442758 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -442779.468750 Penalty: 856.586304
	Iteration 19Q: 3 clusters Score -442779.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -442811.781250 Penalty: 856.586304
	Iteration 20F: 3 clusters Score -442811.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -442852.000000 Penalty: 856.586304
	Iteration 21Q: 3 clusters Score -442852 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -442892.625000 Penalty: 856.586304
	Iteration 22Q: 3 clusters Score -442892.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -442940.468750 Penalty: 856.586304
	Iteration 23Q: 3 clusters Score -442940.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -442989.781250 Penalty: 856.586304
	Iteration 24Q: 3 clusters Score -442989.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -443051.281250 Penalty: 856.586304
	Iteration 25Q: 3 clusters Score -443051.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -443117.968750 Penalty: 856.586304
	Iteration 26Q: 3 clusters Score -443118 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -443178.843750 Penalty: 856.586304
	Iteration 27Q: 3 clusters Score -443178.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -443219.343750 Penalty: 856.586304
	Iteration 28Q: 3 clusters Score -443219.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -443249.406250 Penalty: 856.586304
	Iteration 29Q: 3 clusters Score -443249.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -443273.031250 Penalty: 856.586304
	Iteration 30Q: 3 clusters Score -443273 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -443301.812500 Penalty: 856.586304
	Iteration 31Q: 3 clusters Score -443301.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -443338.125000 Penalty: 856.586304
	Iteration 32Q: 3 clusters Score -443338.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -443375.125000 Penalty: 856.586304
	Iteration 33Q: 3 clusters Score -443375.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -443402.781250 Penalty: 856.586304
	Iteration 34Q: 3 clusters Score -443402.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -443428.875000 Penalty: 856.586304
	Iteration 35Q: 3 clusters Score -443428.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -443457.062500 Penalty: 856.586304
	Iteration 36Q: 3 clusters Score -443457.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -443483.250000 Penalty: 856.586304
	Iteration 37Q: 3 clusters Score -443483.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -443507.062500 Penalty: 856.586304
	Iteration 38Q: 3 clusters Score -443507.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -443527.562500 Penalty: 856.586304
	Iteration 39Q: 3 clusters Score -443527.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -443555.500000 Penalty: 856.586304
	Iteration 40F: 3 clusters Score -443555.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -443573.750000 Penalty: 856.586304
	Iteration 41Q: 3 clusters Score -443573.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -443584.343750 Penalty: 856.586304
	Iteration 42Q: 3 clusters Score -443584.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -443593.125000 Penalty: 856.586304
	Iteration 43Q: 3 clusters Score -443593.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -443599.125000 Penalty: 856.586304
	Iteration 44Q: 3 clusters Score -443599.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -443602.812500 Penalty: 856.586304
	Iteration 45Q: 3 clusters Score -443602.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -443604.625000 Penalty: 856.586304
	Iteration 46Q: 3 clusters Score -443604.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -443606.937500 Penalty: 856.586304
	Iteration 47Q: 3 clusters Score -443606.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -443607.812500 Penalty: 856.586304
	Iteration 48Q: 3 clusters Score -443607.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -443611.812500 Penalty: 856.586304
	Iteration 49Q: 3 clusters Score -443611.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -443614.125000 Penalty: 856.586304
	Iteration 50Q: 3 clusters Score -443614.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -443615.156250 Penalty: 856.586304
	Iteration 51Q: 3 clusters Score -443615.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -443618.156250 Penalty: 856.586304
	Iteration 52Q: 3 clusters Score -443618.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -443621.625000 Penalty: 856.586304
	Iteration 53Q: 3 clusters Score -443621.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -443621.593750 Penalty: 856.586304
	Iteration 54Q: 3 clusters Score -443621.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -443623.968750 Penalty: 856.586304
	Iteration 55Q: 3 clusters Score -443624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -443623.343750 Penalty: 856.586304
	Iteration 56Q: 3 clusters Score -443623.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -443625.875000 Penalty: 856.586304
	Iteration 57Q: 3 clusters Score -443625.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -443628.093750 Penalty: 856.586304
	Iteration 58Q: 3 clusters Score -443628.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -443629.656250 Penalty: 856.586304
	Iteration 59Q: 3 clusters Score -443629.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -443630.781250 Penalty: 856.586304
	Iteration 60F: 3 clusters Score -443630.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -443633.781250 Penalty: 856.586304
	Iteration 61Q: 3 clusters Score -443633.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -443635.843750 Penalty: 856.586304
	Iteration 62Q: 3 clusters Score -443635.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -443637.218750 Penalty: 856.586304
	Iteration 63Q: 3 clusters Score -443637.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -443638.437500 Penalty: 856.586304
	Iteration 64Q: 3 clusters Score -443638.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -443639.750000 Penalty: 856.586304
	Iteration 65Q: 3 clusters Score -443639.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -443642.062500 Penalty: 856.586304
	Iteration 66Q: 3 clusters Score -443642.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -443644.156250 Penalty: 856.586304
	Iteration 67Q: 3 clusters Score -443644.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -443644.343750 Penalty: 856.586304
	Iteration 68Q: 3 clusters Score -443644.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -443645.875000 Penalty: 856.586304
	Iteration 69Q: 3 clusters Score -443645.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -443647.281250 Penalty: 856.586304
	Iteration 70Q: 3 clusters Score -443647.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -443646.937500 Penalty: 856.586304
	Iteration 71Q: 3 clusters Score -443646.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -443645.875000 Penalty: 856.586304
	Iteration 72Q: 3 clusters Score -443645.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -443647.250000 Penalty: 856.586304
	Iteration 73Q: 3 clusters Score -443647.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -443647.187500 Penalty: 856.586304
	Iteration 74Q: 3 clusters Score -443647.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -443647.062500 Penalty: 856.586304
	Iteration 75Q: 3 clusters Score -443647.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -443648.781250 Penalty: 856.586304
	Iteration 76Q: 3 clusters Score -443648.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -443648.468750 Penalty: 856.586304
	Iteration 77Q: 3 clusters Score -443648.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -443648.781250 Penalty: 856.586304
	Iteration 78Q: 3 clusters Score -443648.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -443648.750000 Penalty: 856.586304
	Iteration 79Q: 3 clusters Score -443648.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -443648.687500 Penalty: 856.586304
	Iteration 80F: 3 clusters Score -443648.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -443648.562500 Penalty: 856.586304
	Iteration 81Q: 3 clusters Score -443648.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -443649.250000 Penalty: 856.586304
	Iteration 82Q: 3 clusters Score -443649.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -443649.000000 Penalty: 856.586304
	Iteration 83Q: 3 clusters Score -443649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -443649.312500 Penalty: 856.586304
	Iteration 84Q: 3 clusters Score -443649.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -443649.281250 Penalty: 856.586304
	Iteration 85Q: 3 clusters Score -443649.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -443649.312500 Penalty: 856.586304
	Iteration 86Q: 3 clusters Score -443649.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -443648.968750 Penalty: 856.586304
	Iteration 87Q: 3 clusters Score -443649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -443648.968750 Penalty: 856.586304
	Iteration 88F: 3 clusters Score -443649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Entering Unmasked Estep 
Score: -179872.250000 Penalty: 389.176636
	Iteration 0F: 2 clusters Score -179872.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -176374.718750 Penalty: 778.353271
	Iteration 0F: 3 clusters Score -176374.7 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -177899.843750 Penalty: 778.353271
	Iteration 1F: 3 clusters Score -177899.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -178272.046875 Penalty: 778.353271
	Iteration 2F: 3 clusters Score -178272 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -178645.000000 Penalty: 778.353271
	Iteration 3F: 3 clusters Score -178645 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -178995.625000 Penalty: 778.353271
	Iteration 4F: 3 clusters Score -178995.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -179202.375000 Penalty: 778.353271
	Iteration 5Q: 3 clusters Score -179202.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -179318.828125 Penalty: 778.353271
	Iteration 6Q: 3 clusters Score -179318.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -179382.359375 Penalty: 778.353271
	Iteration 7Q: 3 clusters Score -179382.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -179427.796875 Penalty: 778.353271
	Iteration 8Q: 3 clusters Score -179427.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -179469.375000 Penalty: 778.353271
	Iteration 9Q: 3 clusters Score -179469.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -179499.265625 Penalty: 778.353271
	Iteration 10Q: 3 clusters Score -179499.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -179522.671875 Penalty: 778.353271
	Iteration 11Q: 3 clusters Score -179522.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -179538.093750 Penalty: 778.353271
	Iteration 12Q: 3 clusters Score -179538.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -179552.593750 Penalty: 778.353271
	Iteration 13Q: 3 clusters Score -179552.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -179563.781250 Penalty: 778.353271
	Iteration 14Q: 3 clusters Score -179563.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -179572.562500 Penalty: 778.353271
	Iteration 15Q: 3 clusters Score -179572.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -179576.703125 Penalty: 778.353271
	Iteration 16Q: 3 clusters Score -179576.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -179579.984375 Penalty: 778.353271
	Iteration 17Q: 3 clusters Score -179580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -179582.312500 Penalty: 778.353271
	Iteration 18Q: 3 clusters Score -179582.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -179583.593750 Penalty: 778.353271
	Iteration 19Q: 3 clusters Score -179583.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -179584.406250 Penalty: 778.353271
	Iteration 20F: 3 clusters Score -179584.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -179584.921875 Penalty: 778.353271
	Iteration 21Q: 3 clusters Score -179584.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -179586.609375 Penalty: 778.353271
	Iteration 22Q: 3 clusters Score -179586.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -179587.218750 Penalty: 778.353271
	Iteration 23Q: 3 clusters Score -179587.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -179587.171875 Penalty: 778.353271
	Iteration 24Q: 3 clusters Score -179587.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -179588.890625 Penalty: 778.353271
	Iteration 25Q: 3 clusters Score -179588.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -179590.453125 Penalty: 778.353271
	Iteration 26Q: 3 clusters Score -179590.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -179592.578125 Penalty: 778.353271
	Iteration 27Q: 3 clusters Score -179592.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -179593.718750 Penalty: 778.353271
	Iteration 28Q: 3 clusters Score -179593.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -179594.171875 Penalty: 778.353271
	Iteration 29Q: 3 clusters Score -179594.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -179595.859375 Penalty: 778.353271
	Iteration 30Q: 3 clusters Score -179595.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -179597.671875 Penalty: 778.353271
	Iteration 31Q: 3 clusters Score -179597.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -179597.875000 Penalty: 778.353271
	Iteration 32Q: 3 clusters Score -179597.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -179598.375000 Penalty: 778.353271
	Iteration 33Q: 3 clusters Score -179598.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -179599.062500 Penalty: 778.353271
	Iteration 34Q: 3 clusters Score -179599.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -179599.968750 Penalty: 778.353271
	Iteration 35Q: 3 clusters Score -179600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -179599.765625 Penalty: 778.353271
	Iteration 36Q: 3 clusters Score -179599.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -179600.640625 Penalty: 778.353271
	Iteration 37Q: 3 clusters Score -179600.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -179602.671875 Penalty: 778.353271
	Iteration 38Q: 3 clusters Score -179602.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -179605.562500 Penalty: 778.353271
	Iteration 39Q: 3 clusters Score -179605.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -179608.687500 Penalty: 778.353271
	Iteration 40F: 3 clusters Score -179608.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -179614.406250 Penalty: 778.353271
	Iteration 41Q: 3 clusters Score -179614.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -179615.484375 Penalty: 778.353271
	Iteration 42Q: 3 clusters Score -179615.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -179618.562500 Penalty: 778.353271
	Iteration 43Q: 3 clusters Score -179618.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -179625.234375 Penalty: 778.353271
	Iteration 44Q: 3 clusters Score -179625.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -179638.109375 Penalty: 778.353271
	Iteration 45Q: 3 clusters Score -179638.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -179641.609375 Penalty: 778.353271
	Iteration 46Q: 3 clusters Score -179641.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -179642.593750 Penalty: 778.353271
	Iteration 47Q: 3 clusters Score -179642.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -179642.593750 Penalty: 778.353271
	Iteration 48F: 3 clusters Score -179642.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Entering Unmasked Estep 
Score: -688224.000000 Penalty: 447.853821
	Iteration 0F: 2 clusters Score -688224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -675695.187500 Penalty: 895.707642
	Iteration 0F: 3 clusters Score -675695.2 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -681142.500000 Penalty: 895.707642
	Iteration 1F: 3 clusters Score -681142.5 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -682389.625000 Penalty: 895.707642
	Iteration 2F: 3 clusters Score -682389.6 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -684517.500000 Penalty: 895.707642
	Iteration 3F: 3 clusters Score -684517.5 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -686643.625000 Penalty: 895.707642
	Iteration 4F: 3 clusters Score -686643.6 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -687873.812500 Penalty: 895.707642
	Iteration 5F: 3 clusters Score -687873.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -688414.812500 Penalty: 895.707642
	Iteration 6Q: 3 clusters Score -688414.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -688699.062500 Penalty: 895.707642
	Iteration 7Q: 3 clusters Score -688699.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -688839.250000 Penalty: 895.707642
	Iteration 8Q: 3 clusters Score -688839.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -688913.562500 Penalty: 895.707642
	Iteration 9Q: 3 clusters Score -688913.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -688960.312500 Penalty: 895.707642
	Iteration 10Q: 3 clusters Score -688960.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -688993.500000 Penalty: 895.707642
	Iteration 11Q: 3 clusters Score -688993.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -689009.250000 Penalty: 895.707642
	Iteration 12Q: 3 clusters Score -689009.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -689024.062500 Penalty: 895.707642
	Iteration 13Q: 3 clusters Score -689024.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -689040.187500 Penalty: 895.707642
	Iteration 14Q: 3 clusters Score -689040.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -689057.187500 Penalty: 895.707642
	Iteration 15Q: 3 clusters Score -689057.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -689069.687500 Penalty: 895.707642
	Iteration 16Q: 3 clusters Score -689069.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -689077.062500 Penalty: 895.707642
	Iteration 17Q: 3 clusters Score -689077.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -689083.875000 Penalty: 895.707642
	Iteration 18Q: 3 clusters Score -689083.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -689093.375000 Penalty: 895.707642
	Iteration 19Q: 3 clusters Score -689093.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -689098.125000 Penalty: 895.707642
	Iteration 20F: 3 clusters Score -689098.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -689104.625000 Penalty: 895.707642
	Iteration 21Q: 3 clusters Score -689104.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -689110.000000 Penalty: 895.707642
	Iteration 22Q: 3 clusters Score -689110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -689112.000000 Penalty: 895.707642
	Iteration 23Q: 3 clusters Score -689112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -689114.250000 Penalty: 895.707642
	Iteration 24Q: 3 clusters Score -689114.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -689120.250000 Penalty: 895.707642
	Iteration 25Q: 3 clusters Score -689120.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -689125.250000 Penalty: 895.707642
	Iteration 26Q: 3 clusters Score -689125.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -689125.687500 Penalty: 895.707642
	Iteration 27Q: 3 clusters Score -689125.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -689126.937500 Penalty: 895.707642
	Iteration 28Q: 3 clusters Score -689126.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -689130.375000 Penalty: 895.707642
	Iteration 29Q: 3 clusters Score -689130.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -689130.562500 Penalty: 895.707642
	Iteration 30Q: 3 clusters Score -689130.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -689131.125000 Penalty: 895.707642
	Iteration 31Q: 3 clusters Score -689131.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -689130.312500 Penalty: 895.707642
	Iteration 32Q: 3 clusters Score -689130.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -689130.437500 Penalty: 895.707642
	Iteration 33Q: 3 clusters Score -689130.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -689129.875000 Penalty: 895.707642
	Iteration 34Q: 3 clusters Score -689129.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -689129.812500 Penalty: 895.707642
	Iteration 35Q: 3 clusters Score -689129.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -689129.812500 Penalty: 895.707642
	Iteration 36F: 3 clusters Score -689129.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 12701 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 2268 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 386747 members 
Mstep: Class 7 contains 6579 members 
Mstep: Class 8 contains 22251 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 18476 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12247 members 
Mstep: Class 13 contains 5184 members 
Mstep: Class 14 contains 13407 members 
Mstep: Class 15 contains 18083 members 
Mstep: Class 16 contains 1385 members 
Mstep: Class 17 contains 564439 members 
Mstep: Class 18 contains 180565 members 
Mstep: Class 19 contains 37199 members 
Mstep: Class 20 contains 24042 members 
Mstep: Class 21 contains 20443 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 19917 members 
Mstep: Class 24 contains 8512 members 
Mstep: Class 25 contains 17440 members 
Entering Unmasked Estep 
Score: -50289832.000000 Penalty: 16088.082031
Splitting cluster 16 changes total score from -50272056.000000 to -50289832.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (180565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180565 members 
Entering Unmasked Estep 
Score: -6846027.500000 Penalty: 550.725037
	Iteration 0F: 2 clusters Score -6846028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90069 members 
Mstep: Class 2 contains 90496 members 
Entering Unmasked Estep 
Score: -6723538.000000 Penalty: 1101.450073
	Iteration 0F: 3 clusters Score -6723538 nChanged 88925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74592 members 
Mstep: Class 2 contains 105973 members 
Entering Unmasked Estep 
Score: -6782349.000000 Penalty: 1101.450073
	Iteration 1F: 3 clusters Score -6782349 nChanged 13119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64791 members 
Mstep: Class 2 contains 115774 members 
Entering Unmasked Estep 
Score: -6790425.500000 Penalty: 1101.450073
	Iteration 2F: 3 clusters Score -6790426 nChanged 15105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52640 members 
Mstep: Class 2 contains 127925 members 
Entering Unmasked Estep 
Score: -6801243.000000 Penalty: 1101.450073
	Iteration 3F: 3 clusters Score -6801243 nChanged 14723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 140736 members 
Entering Unmasked Estep 
Score: -6812959.500000 Penalty: 1101.450073
	Iteration 4F: 3 clusters Score -6812960 nChanged 12824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 152672 members 
Entering Unmasked Estep 
Score: -6823813.500000 Penalty: 1101.450073
	Iteration 5F: 3 clusters Score -6823814 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 162260 members 
Entering Unmasked Estep 
Score: -6832390.500000 Penalty: 1101.450073
	Iteration 6F: 3 clusters Score -6832390 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 169170 members 
Entering Unmasked Estep 
Score: -6838346.000000 Penalty: 1101.450073
	Iteration 7Q: 3 clusters Score -6838346 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 173498 members 
Entering Unmasked Estep 
Score: -6841730.000000 Penalty: 1101.450073
	Iteration 8Q: 3 clusters Score -6841730 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 176049 members 
Entering Unmasked Estep 
Score: -6843545.500000 Penalty: 1101.450073
	Iteration 9Q: 3 clusters Score -6843546 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 177526 members 
Entering Unmasked Estep 
Score: -6844478.500000 Penalty: 1101.450073
	Iteration 10Q: 3 clusters Score -6844478 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 178393 members 
Entering Unmasked Estep 
Score: -6845003.000000 Penalty: 1101.450073
	Iteration 11Q: 3 clusters Score -6845003 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 178929 members 
Entering Unmasked Estep 
Score: -6845296.000000 Penalty: 1101.450073
	Iteration 12Q: 3 clusters Score -6845296 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 179241 members 
Entering Unmasked Estep 
Score: -6845475.000000 Penalty: 1101.450073
	Iteration 13Q: 3 clusters Score -6845475 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 179435 members 
Entering Unmasked Estep 
Score: -6845547.500000 Penalty: 1101.450073
	Iteration 14Q: 3 clusters Score -6845548 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 179544 members 
Entering Unmasked Estep 
Score: -6845597.000000 Penalty: 1101.450073
	Iteration 15Q: 3 clusters Score -6845597 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 179611 members 
Entering Unmasked Estep 
Score: -6845608.000000 Penalty: 1101.450073
	Iteration 16Q: 3 clusters Score -6845608 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 179671 members 
Entering Unmasked Estep 
Score: -6845626.500000 Penalty: 1101.450073
	Iteration 17Q: 3 clusters Score -6845626 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 179727 members 
Entering Unmasked Estep 
Score: -6845664.500000 Penalty: 1101.450073
	Iteration 18Q: 3 clusters Score -6845664 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 179761 members 
Entering Unmasked Estep 
Score: -6845706.500000 Penalty: 1101.450073
	Iteration 19Q: 3 clusters Score -6845706 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 179785 members 
Entering Unmasked Estep 
Score: -6845721.000000 Penalty: 1101.450073
	Iteration 20F: 3 clusters Score -6845721 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 179797 members 
Entering Unmasked Estep 
Score: -6845757.500000 Penalty: 1101.450073
	Iteration 21Q: 3 clusters Score -6845758 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 179810 members 
Entering Unmasked Estep 
Score: -6845788.500000 Penalty: 1101.450073
	Iteration 22Q: 3 clusters Score -6845788 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 179822 members 
Entering Unmasked Estep 
Score: -6845816.000000 Penalty: 1101.450073
	Iteration 23Q: 3 clusters Score -6845816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 179826 members 
Entering Unmasked Estep 
Score: -6845818.000000 Penalty: 1101.450073
	Iteration 24Q: 3 clusters Score -6845818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 179823 members 
Entering Unmasked Estep 
Score: -6845841.000000 Penalty: 1101.450073
	Iteration 25Q: 3 clusters Score -6845841 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 179826 members 
Entering Unmasked Estep 
Score: -6845846.000000 Penalty: 1101.450073
	Iteration 26Q: 3 clusters Score -6845846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 179829 members 
Entering Unmasked Estep 
Score: -6845853.000000 Penalty: 1101.450073
	Iteration 27Q: 3 clusters Score -6845853 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 179829 members 
Entering Unmasked Estep 
Score: -6845868.500000 Penalty: 1101.450073
	Iteration 28Q: 3 clusters Score -6845868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 179820 members 
Entering Unmasked Estep 
Score: -6845888.500000 Penalty: 1101.450073
	Iteration 29Q: 3 clusters Score -6845888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 179811 members 
Entering Unmasked Estep 
Score: -6845884.500000 Penalty: 1101.450073
	Iteration 30Q: 3 clusters Score -6845884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 179803 members 
Entering Unmasked Estep 
Score: -6845884.000000 Penalty: 1101.450073
	Iteration 31Q: 3 clusters Score -6845884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 179797 members 
Entering Unmasked Estep 
Score: -6845879.500000 Penalty: 1101.450073
	Iteration 32Q: 3 clusters Score -6845880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 179792 members 
Entering Unmasked Estep 
Score: -6845883.500000 Penalty: 1101.450073
	Iteration 33Q: 3 clusters Score -6845884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 179788 members 
Entering Unmasked Estep 
Score: -6845893.500000 Penalty: 1101.450073
	Iteration 34Q: 3 clusters Score -6845894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 179770 members 
Entering Unmasked Estep 
Score: -6845907.500000 Penalty: 1101.450073
	Iteration 35Q: 3 clusters Score -6845908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 179745 members 
Entering Unmasked Estep 
Score: -6845929.500000 Penalty: 1101.450073
	Iteration 36Q: 3 clusters Score -6845930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 179729 members 
Entering Unmasked Estep 
Score: -6845933.500000 Penalty: 1101.450073
	Iteration 37Q: 3 clusters Score -6845934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 179716 members 
Entering Unmasked Estep 
Score: -6845945.000000 Penalty: 1101.450073
	Iteration 38Q: 3 clusters Score -6845945 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 179701 members 
Entering Unmasked Estep 
Score: -6845961.000000 Penalty: 1101.450073
	Iteration 39Q: 3 clusters Score -6845961 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 179690 members 
Entering Unmasked Estep 
Score: -6845959.000000 Penalty: 1101.450073
	Iteration 40F: 3 clusters Score -6845959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 179678 members 
Entering Unmasked Estep 
Score: -6845966.000000 Penalty: 1101.450073
	Iteration 41Q: 3 clusters Score -6845966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 179663 members 
Entering Unmasked Estep 
Score: -6845972.500000 Penalty: 1101.450073
	Iteration 42Q: 3 clusters Score -6845972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 179649 members 
Entering Unmasked Estep 
Score: -6845988.000000 Penalty: 1101.450073
	Iteration 43Q: 3 clusters Score -6845988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 179636 members 
Entering Unmasked Estep 
Score: -6845996.000000 Penalty: 1101.450073
	Iteration 44Q: 3 clusters Score -6845996 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 179618 members 
Entering Unmasked Estep 
Score: -6845987.500000 Penalty: 1101.450073
	Iteration 45Q: 3 clusters Score -6845988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 179606 members 
Entering Unmasked Estep 
Score: -6845993.500000 Penalty: 1101.450073
	Iteration 46Q: 3 clusters Score -6845994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 179598 members 
Entering Unmasked Estep 
Score: -6845999.000000 Penalty: 1101.450073
	Iteration 47Q: 3 clusters Score -6845999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 179590 members 
Entering Unmasked Estep 
Score: -6845998.000000 Penalty: 1101.450073
	Iteration 48Q: 3 clusters Score -6845998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 179581 members 
Entering Unmasked Estep 
Score: -6845995.500000 Penalty: 1101.450073
	Iteration 49Q: 3 clusters Score -6845996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 179571 members 
Entering Unmasked Estep 
Score: -6845998.000000 Penalty: 1101.450073
	Iteration 50Q: 3 clusters Score -6845998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 179561 members 
Entering Unmasked Estep 
Score: -6846011.500000 Penalty: 1101.450073
	Iteration 51Q: 3 clusters Score -6846012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 179557 members 
Entering Unmasked Estep 
Score: -6846015.500000 Penalty: 1101.450073
	Iteration 52Q: 3 clusters Score -6846016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 179554 members 
Entering Unmasked Estep 
Score: -6846017.500000 Penalty: 1101.450073
	Iteration 53Q: 3 clusters Score -6846018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 179547 members 
Entering Unmasked Estep 
Score: -6846020.500000 Penalty: 1101.450073
	Iteration 54Q: 3 clusters Score -6846020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 179539 members 
Entering Unmasked Estep 
Score: -6846027.000000 Penalty: 1101.450073
	Iteration 55Q: 3 clusters Score -6846027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 179531 members 
Entering Unmasked Estep 
Score: -6846026.000000 Penalty: 1101.450073
	Iteration 56Q: 3 clusters Score -6846026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 179523 members 
Entering Unmasked Estep 
Score: -6846027.500000 Penalty: 1101.450073
	Iteration 57Q: 3 clusters Score -6846028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 179520 members 
Entering Unmasked Estep 
Score: -6846028.500000 Penalty: 1101.450073
	Iteration 58Q: 3 clusters Score -6846028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 179515 members 
Entering Unmasked Estep 
Score: -6846033.000000 Penalty: 1101.450073
	Iteration 59Q: 3 clusters Score -6846033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 179510 members 
Entering Unmasked Estep 
Score: -6846040.500000 Penalty: 1101.450073
	Iteration 60F: 3 clusters Score -6846040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 179504 members 
Entering Unmasked Estep 
Score: -6846039.500000 Penalty: 1101.450073
	Iteration 61Q: 3 clusters Score -6846040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 179499 members 
Entering Unmasked Estep 
Score: -6846041.000000 Penalty: 1101.450073
	Iteration 62Q: 3 clusters Score -6846041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 179491 members 
Entering Unmasked Estep 
Score: -6846038.500000 Penalty: 1101.450073
	Iteration 63Q: 3 clusters Score -6846038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 179484 members 
Entering Unmasked Estep 
Score: -6846038.000000 Penalty: 1101.450073
	Iteration 64Q: 3 clusters Score -6846038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 179484 members 
Entering Unmasked Estep 
Score: -6846038.500000 Penalty: 1101.450073
	Iteration 65Q: 3 clusters Score -6846038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 179486 members 
Entering Unmasked Estep 
Score: -6846034.000000 Penalty: 1101.450073
	Iteration 66Q: 3 clusters Score -6846034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 179486 members 
Entering Unmasked Estep 
Score: -6846034.000000 Penalty: 1101.450073
	Iteration 67Q: 3 clusters Score -6846034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 179489 members 
Entering Unmasked Estep 
Score: -6846042.000000 Penalty: 1101.450073
	Iteration 68Q: 3 clusters Score -6846042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 179492 members 
Entering Unmasked Estep 
Score: -6846041.000000 Penalty: 1101.450073
	Iteration 69Q: 3 clusters Score -6846041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 179493 members 
Entering Unmasked Estep 
Score: -6846040.000000 Penalty: 1101.450073
	Iteration 70Q: 3 clusters Score -6846040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 179494 members 
Entering Unmasked Estep 
Score: -6846043.500000 Penalty: 1101.450073
	Iteration 71Q: 3 clusters Score -6846044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 179495 members 
Entering Unmasked Estep 
Score: -6846040.000000 Penalty: 1101.450073
	Iteration 72Q: 3 clusters Score -6846040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 179496 members 
Entering Unmasked Estep 
Score: -6846043.500000 Penalty: 1101.450073
	Iteration 73Q: 3 clusters Score -6846044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 179496 members 
Entering Unmasked Estep 
Score: -6846043.500000 Penalty: 1101.450073
	Iteration 74F: 3 clusters Score -6846044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 12701 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 2268 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 386747 members 
Mstep: Class 7 contains 6579 members 
Mstep: Class 8 contains 22251 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 18476 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12247 members 
Mstep: Class 13 contains 5184 members 
Mstep: Class 14 contains 13407 members 
Mstep: Class 15 contains 18083 members 
Mstep: Class 16 contains 1385 members 
Mstep: Class 17 contains 564439 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 37199 members 
Mstep: Class 20 contains 24042 members 
Mstep: Class 21 contains 20443 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 19917 members 
Mstep: Class 24 contains 8512 members 
Mstep: Class 25 contains 17440 members 
Mstep: Class 26 contains 179496 members 
Entering Unmasked Estep 
Score: -50289556.000000 Penalty: 16731.605469
Splitting cluster 18 changes total score from -50272056.000000 to -50289556.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (37199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Entering Unmasked Estep 
Score: -1344628.875000 Penalty: 478.843689
	Iteration 0F: 2 clusters Score -1344629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -1319650.000000 Penalty: 957.687378
	Iteration 0F: 3 clusters Score -1319650 nChanged 17925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -1331451.625000 Penalty: 957.687378
	Iteration 1F: 3 clusters Score -1331452 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1333535.750000 Penalty: 957.687378
	Iteration 2F: 3 clusters Score -1333536 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1335765.750000 Penalty: 957.687378
	Iteration 3F: 3 clusters Score -1335766 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1337583.500000 Penalty: 957.687378
	Iteration 4F: 3 clusters Score -1337584 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1338852.250000 Penalty: 957.687378
	Iteration 5F: 3 clusters Score -1338852 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1339932.625000 Penalty: 957.687378
	Iteration 6Q: 3 clusters Score -1339933 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1341110.125000 Penalty: 957.687378
	Iteration 7Q: 3 clusters Score -1341110 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1342413.250000 Penalty: 957.687378
	Iteration 8Q: 3 clusters Score -1342413 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1342893.875000 Penalty: 957.687378
	Iteration 9Q: 3 clusters Score -1342894 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1343103.125000 Penalty: 957.687378
	Iteration 10Q: 3 clusters Score -1343103 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1343227.375000 Penalty: 957.687378
	Iteration 11Q: 3 clusters Score -1343227 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1343317.125000 Penalty: 957.687378
	Iteration 12Q: 3 clusters Score -1343317 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1343387.125000 Penalty: 957.687378
	Iteration 13Q: 3 clusters Score -1343387 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1343435.625000 Penalty: 957.687378
	Iteration 14Q: 3 clusters Score -1343436 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1343483.875000 Penalty: 957.687378
	Iteration 15Q: 3 clusters Score -1343484 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1343523.000000 Penalty: 957.687378
	Iteration 16Q: 3 clusters Score -1343523 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1343569.375000 Penalty: 957.687378
	Iteration 17Q: 3 clusters Score -1343569 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1343599.000000 Penalty: 957.687378
	Iteration 18Q: 3 clusters Score -1343599 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1343628.125000 Penalty: 957.687378
	Iteration 19Q: 3 clusters Score -1343628 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1343660.250000 Penalty: 957.687378
	Iteration 20F: 3 clusters Score -1343660 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1343683.500000 Penalty: 957.687378
	Iteration 21Q: 3 clusters Score -1343684 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1343708.125000 Penalty: 957.687378
	Iteration 22Q: 3 clusters Score -1343708 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1343736.250000 Penalty: 957.687378
	Iteration 23Q: 3 clusters Score -1343736 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1343756.750000 Penalty: 957.687378
	Iteration 24Q: 3 clusters Score -1343757 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1343782.625000 Penalty: 957.687378
	Iteration 25Q: 3 clusters Score -1343783 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1343802.000000 Penalty: 957.687378
	Iteration 26Q: 3 clusters Score -1343802 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1343816.750000 Penalty: 957.687378
	Iteration 27Q: 3 clusters Score -1343817 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1343848.750000 Penalty: 957.687378
	Iteration 28Q: 3 clusters Score -1343849 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1343875.750000 Penalty: 957.687378
	Iteration 29Q: 3 clusters Score -1343876 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1343893.375000 Penalty: 957.687378
	Iteration 30Q: 3 clusters Score -1343893 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1343921.875000 Penalty: 957.687378
	Iteration 31Q: 3 clusters Score -1343922 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1343948.125000 Penalty: 957.687378
	Iteration 32Q: 3 clusters Score -1343948 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1343960.875000 Penalty: 957.687378
	Iteration 33Q: 3 clusters Score -1343961 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1343980.625000 Penalty: 957.687378
	Iteration 34Q: 3 clusters Score -1343981 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1343993.750000 Penalty: 957.687378
	Iteration 35Q: 3 clusters Score -1343994 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1344014.125000 Penalty: 957.687378
	Iteration 36Q: 3 clusters Score -1344014 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1344032.125000 Penalty: 957.687378
	Iteration 37Q: 3 clusters Score -1344032 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1344046.250000 Penalty: 957.687378
	Iteration 38Q: 3 clusters Score -1344046 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1344062.750000 Penalty: 957.687378
	Iteration 39Q: 3 clusters Score -1344063 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1344078.625000 Penalty: 957.687378
	Iteration 40F: 3 clusters Score -1344079 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1344092.500000 Penalty: 957.687378
	Iteration 41Q: 3 clusters Score -1344092 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1344106.375000 Penalty: 957.687378
	Iteration 42Q: 3 clusters Score -1344106 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1344123.625000 Penalty: 957.687378
	Iteration 43Q: 3 clusters Score -1344124 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1344136.000000 Penalty: 957.687378
	Iteration 44Q: 3 clusters Score -1344136 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1344150.125000 Penalty: 957.687378
	Iteration 45Q: 3 clusters Score -1344150 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1344160.125000 Penalty: 957.687378
	Iteration 46Q: 3 clusters Score -1344160 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1344168.375000 Penalty: 957.687378
	Iteration 47Q: 3 clusters Score -1344168 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1344179.500000 Penalty: 957.687378
	Iteration 48Q: 3 clusters Score -1344180 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1344182.875000 Penalty: 957.687378
	Iteration 49Q: 3 clusters Score -1344183 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1344195.125000 Penalty: 957.687378
	Iteration 50Q: 3 clusters Score -1344195 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1344203.625000 Penalty: 957.687378
	Iteration 51Q: 3 clusters Score -1344204 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1344210.000000 Penalty: 957.687378
	Iteration 52Q: 3 clusters Score -1344210 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1344213.875000 Penalty: 957.687378
	Iteration 53Q: 3 clusters Score -1344214 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1344231.250000 Penalty: 957.687378
	Iteration 54Q: 3 clusters Score -1344231 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1344240.375000 Penalty: 957.687378
	Iteration 55Q: 3 clusters Score -1344240 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1344249.750000 Penalty: 957.687378
	Iteration 56Q: 3 clusters Score -1344250 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1344255.750000 Penalty: 957.687378
	Iteration 57Q: 3 clusters Score -1344256 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1344260.500000 Penalty: 957.687378
	Iteration 58Q: 3 clusters Score -1344260 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1344272.000000 Penalty: 957.687378
	Iteration 59Q: 3 clusters Score -1344272 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1344276.500000 Penalty: 957.687378
	Iteration 60F: 3 clusters Score -1344276 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1344285.000000 Penalty: 957.687378
	Iteration 61Q: 3 clusters Score -1344285 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1344293.125000 Penalty: 957.687378
	Iteration 62Q: 3 clusters Score -1344293 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1344296.000000 Penalty: 957.687378
	Iteration 63Q: 3 clusters Score -1344296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1344297.250000 Penalty: 957.687378
	Iteration 64Q: 3 clusters Score -1344297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1344298.750000 Penalty: 957.687378
	Iteration 65Q: 3 clusters Score -1344299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1344304.000000 Penalty: 957.687378
	Iteration 66Q: 3 clusters Score -1344304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1344307.500000 Penalty: 957.687378
	Iteration 67Q: 3 clusters Score -1344308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1344314.750000 Penalty: 957.687378
	Iteration 68Q: 3 clusters Score -1344315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1344315.875000 Penalty: 957.687378
	Iteration 69Q: 3 clusters Score -1344316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1344316.375000 Penalty: 957.687378
	Iteration 70Q: 3 clusters Score -1344316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1344318.250000 Penalty: 957.687378
	Iteration 71Q: 3 clusters Score -1344318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1344319.500000 Penalty: 957.687378
	Iteration 72Q: 3 clusters Score -1344320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1344321.375000 Penalty: 957.687378
	Iteration 73Q: 3 clusters Score -1344321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1344320.125000 Penalty: 957.687378
	Iteration 74Q: 3 clusters Score -1344320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1344320.500000 Penalty: 957.687378
	Iteration 75Q: 3 clusters Score -1344320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1344320.500000 Penalty: 957.687378
	Iteration 76Q: 3 clusters Score -1344320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1344323.250000 Penalty: 957.687378
	Iteration 77Q: 3 clusters Score -1344323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1344322.250000 Penalty: 957.687378
	Iteration 78Q: 3 clusters Score -1344322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1344322.250000 Penalty: 957.687378
	Iteration 79F: 3 clusters Score -1344322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Entering Unmasked Estep 
Score: -817274.250000 Penalty: 458.983887
	Iteration 0F: 2 clusters Score -817274.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -801153.000000 Penalty: 917.967773
	Iteration 0F: 3 clusters Score -801153 nChanged 11476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -808161.000000 Penalty: 917.967773
	Iteration 1F: 3 clusters Score -808161 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -809209.625000 Penalty: 917.967773
	Iteration 2F: 3 clusters Score -809209.6 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -810569.000000 Penalty: 917.967773
	Iteration 3F: 3 clusters Score -810569 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -812316.312500 Penalty: 917.967773
	Iteration 4F: 3 clusters Score -812316.3 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -814342.812500 Penalty: 917.967773
	Iteration 5F: 3 clusters Score -814342.8 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -816477.625000 Penalty: 917.967773
	Iteration 6F: 3 clusters Score -816477.6 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -818149.062500 Penalty: 917.967773
	Iteration 7F: 3 clusters Score -818149.1 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -818925.187500 Penalty: 917.967773
	Iteration 8Q: 3 clusters Score -818925.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -819164.625000 Penalty: 917.967773
	Iteration 9Q: 3 clusters Score -819164.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -819275.250000 Penalty: 917.967773
	Iteration 10Q: 3 clusters Score -819275.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -819336.250000 Penalty: 917.967773
	Iteration 11Q: 3 clusters Score -819336.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -819373.562500 Penalty: 917.967773
	Iteration 12Q: 3 clusters Score -819373.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -819392.062500 Penalty: 917.967773
	Iteration 13Q: 3 clusters Score -819392.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -819401.062500 Penalty: 917.967773
	Iteration 14Q: 3 clusters Score -819401.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -819407.250000 Penalty: 917.967773
	Iteration 15Q: 3 clusters Score -819407.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -819411.625000 Penalty: 917.967773
	Iteration 16Q: 3 clusters Score -819411.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -819418.187500 Penalty: 917.967773
	Iteration 17Q: 3 clusters Score -819418.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -819417.875000 Penalty: 917.967773
	Iteration 18Q: 3 clusters Score -819417.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -819420.125000 Penalty: 917.967773
	Iteration 19Q: 3 clusters Score -819420.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -819423.250000 Penalty: 917.967773
	Iteration 20F: 3 clusters Score -819423.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -819423.562500 Penalty: 917.967773
	Iteration 21Q: 3 clusters Score -819423.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -819422.000000 Penalty: 917.967773
	Iteration 22Q: 3 clusters Score -819422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -819426.500000 Penalty: 917.967773
	Iteration 23Q: 3 clusters Score -819426.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -819424.437500 Penalty: 917.967773
	Iteration 24Q: 3 clusters Score -819424.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -819426.625000 Penalty: 917.967773
	Iteration 25Q: 3 clusters Score -819426.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -819426.562500 Penalty: 917.967773
	Iteration 26Q: 3 clusters Score -819426.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -819426.437500 Penalty: 917.967773
	Iteration 27Q: 3 clusters Score -819426.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -819426.000000 Penalty: 917.967773
	Iteration 28Q: 3 clusters Score -819426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -819426.812500 Penalty: 917.967773
	Iteration 29Q: 3 clusters Score -819426.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -819427.875000 Penalty: 917.967773
	Iteration 30Q: 3 clusters Score -819427.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -819428.625000 Penalty: 917.967773
	Iteration 31Q: 3 clusters Score -819428.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -819427.312500 Penalty: 917.967773
	Iteration 32Q: 3 clusters Score -819427.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -819429.375000 Penalty: 917.967773
	Iteration 33Q: 3 clusters Score -819429.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -819428.875000 Penalty: 917.967773
	Iteration 34Q: 3 clusters Score -819428.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -819428.062500 Penalty: 917.967773
	Iteration 35Q: 3 clusters Score -819428.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -819428.687500 Penalty: 917.967773
	Iteration 36Q: 3 clusters Score -819428.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -819428.250000 Penalty: 917.967773
	Iteration 37Q: 3 clusters Score -819428.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -819429.625000 Penalty: 917.967773
	Iteration 38Q: 3 clusters Score -819429.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -819430.625000 Penalty: 917.967773
	Iteration 39Q: 3 clusters Score -819430.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -819430.187500 Penalty: 917.967773
	Iteration 40F: 3 clusters Score -819430.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -819427.562500 Penalty: 917.967773
	Iteration 41Q: 3 clusters Score -819427.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -819428.625000 Penalty: 917.967773
	Iteration 42Q: 3 clusters Score -819428.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -819429.000000 Penalty: 917.967773
	Iteration 43Q: 3 clusters Score -819429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -819428.500000 Penalty: 917.967773
	Iteration 44Q: 3 clusters Score -819428.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -819428.937500 Penalty: 917.967773
	Iteration 45Q: 3 clusters Score -819428.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -819429.812500 Penalty: 917.967773
	Iteration 46Q: 3 clusters Score -819429.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -819429.875000 Penalty: 917.967773
	Iteration 47Q: 3 clusters Score -819429.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -819430.437500 Penalty: 917.967773
	Iteration 48Q: 3 clusters Score -819430.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -819429.437500 Penalty: 917.967773
	Iteration 49Q: 3 clusters Score -819429.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -819429.437500 Penalty: 917.967773
	Iteration 50F: 3 clusters Score -819429.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 12701 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 2268 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 386747 members 
Mstep: Class 7 contains 6579 members 
Mstep: Class 8 contains 22251 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 18476 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12247 members 
Mstep: Class 13 contains 5184 members 
Mstep: Class 14 contains 13407 members 
Mstep: Class 15 contains 18083 members 
Mstep: Class 16 contains 1385 members 
Mstep: Class 17 contains 564439 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 37199 members 
Mstep: Class 20 contains 16759 members 
Mstep: Class 21 contains 20443 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 19917 members 
Mstep: Class 24 contains 8512 members 
Mstep: Class 25 contains 17440 members 
Mstep: Class 26 contains 179496 members 
Mstep: Class 27 contains 7283 members 
Entering Unmasked Estep 
Score: -50291308.000000 Penalty: 17375.128906
Splitting cluster 20 changes total score from -50272056.000000 to -50291308.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 21 (20443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Entering Unmasked Estep 
Score: -772288.062500 Penalty: 451.605530
	Iteration 0F: 2 clusters Score -772288.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -758739.687500 Penalty: 903.211060
	Iteration 0F: 3 clusters Score -758739.7 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -765061.625000 Penalty: 903.211060
	Iteration 1F: 3 clusters Score -765061.6 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -766299.812500 Penalty: 903.211060
	Iteration 2F: 3 clusters Score -766299.8 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -767740.250000 Penalty: 903.211060
	Iteration 3F: 3 clusters Score -767740.2 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -769000.500000 Penalty: 903.211060
	Iteration 4F: 3 clusters Score -769000.5 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -769812.500000 Penalty: 903.211060
	Iteration 5F: 3 clusters Score -769812.5 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -770229.125000 Penalty: 903.211060
	Iteration 6Q: 3 clusters Score -770229.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -770487.875000 Penalty: 903.211060
	Iteration 7Q: 3 clusters Score -770487.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -770672.875000 Penalty: 903.211060
	Iteration 8Q: 3 clusters Score -770672.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -770801.250000 Penalty: 903.211060
	Iteration 9Q: 3 clusters Score -770801.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -770885.812500 Penalty: 903.211060
	Iteration 10Q: 3 clusters Score -770885.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -770957.687500 Penalty: 903.211060
	Iteration 11Q: 3 clusters Score -770957.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -771008.687500 Penalty: 903.211060
	Iteration 12Q: 3 clusters Score -771008.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -771051.000000 Penalty: 903.211060
	Iteration 13Q: 3 clusters Score -771051 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -771095.875000 Penalty: 903.211060
	Iteration 14Q: 3 clusters Score -771095.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -771136.375000 Penalty: 903.211060
	Iteration 15Q: 3 clusters Score -771136.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -771162.937500 Penalty: 903.211060
	Iteration 16Q: 3 clusters Score -771162.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -771190.562500 Penalty: 903.211060
	Iteration 17Q: 3 clusters Score -771190.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -771211.187500 Penalty: 903.211060
	Iteration 18Q: 3 clusters Score -771211.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -771228.125000 Penalty: 903.211060
	Iteration 19Q: 3 clusters Score -771228.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -771251.250000 Penalty: 903.211060
	Iteration 20F: 3 clusters Score -771251.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -771266.312500 Penalty: 903.211060
	Iteration 21Q: 3 clusters Score -771266.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -771281.000000 Penalty: 903.211060
	Iteration 22Q: 3 clusters Score -771281 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -771293.500000 Penalty: 903.211060
	Iteration 23Q: 3 clusters Score -771293.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -771306.562500 Penalty: 903.211060
	Iteration 24Q: 3 clusters Score -771306.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -771322.000000 Penalty: 903.211060
	Iteration 25Q: 3 clusters Score -771322 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -771344.125000 Penalty: 903.211060
	Iteration 26Q: 3 clusters Score -771344.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -771360.625000 Penalty: 903.211060
	Iteration 27Q: 3 clusters Score -771360.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -771376.937500 Penalty: 903.211060
	Iteration 28Q: 3 clusters Score -771376.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -771403.500000 Penalty: 903.211060
	Iteration 29Q: 3 clusters Score -771403.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -771433.062500 Penalty: 903.211060
	Iteration 30Q: 3 clusters Score -771433.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -771465.625000 Penalty: 903.211060
	Iteration 31Q: 3 clusters Score -771465.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -771507.437500 Penalty: 903.211060
	Iteration 32Q: 3 clusters Score -771507.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -771548.937500 Penalty: 903.211060
	Iteration 33Q: 3 clusters Score -771548.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -771602.812500 Penalty: 903.211060
	Iteration 34Q: 3 clusters Score -771602.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -771666.250000 Penalty: 903.211060
	Iteration 35Q: 3 clusters Score -771666.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -771736.125000 Penalty: 903.211060
	Iteration 36Q: 3 clusters Score -771736.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -771817.375000 Penalty: 903.211060
	Iteration 37Q: 3 clusters Score -771817.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -771914.250000 Penalty: 903.211060
	Iteration 38Q: 3 clusters Score -771914.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -771986.187500 Penalty: 903.211060
	Iteration 39Q: 3 clusters Score -771986.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -772039.625000 Penalty: 903.211060
	Iteration 40F: 3 clusters Score -772039.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -772084.812500 Penalty: 903.211060
	Iteration 41Q: 3 clusters Score -772084.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -772107.125000 Penalty: 903.211060
	Iteration 42Q: 3 clusters Score -772107.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -772118.375000 Penalty: 903.211060
	Iteration 43Q: 3 clusters Score -772118.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -772133.812500 Penalty: 903.211060
	Iteration 44Q: 3 clusters Score -772133.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -772151.875000 Penalty: 903.211060
	Iteration 45Q: 3 clusters Score -772151.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -772170.687500 Penalty: 903.211060
	Iteration 46Q: 3 clusters Score -772170.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -772188.500000 Penalty: 903.211060
	Iteration 47Q: 3 clusters Score -772188.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -772200.250000 Penalty: 903.211060
	Iteration 48Q: 3 clusters Score -772200.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -772207.750000 Penalty: 903.211060
	Iteration 49Q: 3 clusters Score -772207.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -772214.875000 Penalty: 903.211060
	Iteration 50Q: 3 clusters Score -772214.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -772219.000000 Penalty: 903.211060
	Iteration 51Q: 3 clusters Score -772219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -772226.187500 Penalty: 903.211060
	Iteration 52Q: 3 clusters Score -772226.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -772231.312500 Penalty: 903.211060
	Iteration 53Q: 3 clusters Score -772231.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -772231.812500 Penalty: 903.211060
	Iteration 54Q: 3 clusters Score -772231.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -772233.875000 Penalty: 903.211060
	Iteration 55Q: 3 clusters Score -772233.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -772235.937500 Penalty: 903.211060
	Iteration 56Q: 3 clusters Score -772235.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -772236.000000 Penalty: 903.211060
	Iteration 57Q: 3 clusters Score -772236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -772234.875000 Penalty: 903.211060
	Iteration 58Q: 3 clusters Score -772234.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -772235.375000 Penalty: 903.211060
	Iteration 59Q: 3 clusters Score -772235.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -772236.187500 Penalty: 903.211060
	Iteration 60F: 3 clusters Score -772236.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -772235.812500 Penalty: 903.211060
	Iteration 61Q: 3 clusters Score -772235.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -772238.187500 Penalty: 903.211060
	Iteration 62Q: 3 clusters Score -772238.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -772237.750000 Penalty: 903.211060
	Iteration 63Q: 3 clusters Score -772237.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -772237.750000 Penalty: 903.211060
	Iteration 64Q: 3 clusters Score -772237.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -772238.437500 Penalty: 903.211060
	Iteration 65Q: 3 clusters Score -772238.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -772240.125000 Penalty: 903.211060
	Iteration 66Q: 3 clusters Score -772240.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -772241.625000 Penalty: 903.211060
	Iteration 67Q: 3 clusters Score -772241.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -772242.875000 Penalty: 903.211060
	Iteration 68Q: 3 clusters Score -772242.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -772243.562500 Penalty: 903.211060
	Iteration 69Q: 3 clusters Score -772243.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -772244.312500 Penalty: 903.211060
	Iteration 70Q: 3 clusters Score -772244.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -772244.625000 Penalty: 903.211060
	Iteration 71Q: 3 clusters Score -772244.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -772244.187500 Penalty: 903.211060
	Iteration 72Q: 3 clusters Score -772244.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -772245.437500 Penalty: 903.211060
	Iteration 73Q: 3 clusters Score -772245.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -772245.625000 Penalty: 903.211060
	Iteration 74Q: 3 clusters Score -772245.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -772245.125000 Penalty: 903.211060
	Iteration 75Q: 3 clusters Score -772245.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -772245.125000 Penalty: 903.211060
	Iteration 76F: 3 clusters Score -772245.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 12701 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 2268 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 386747 members 
Mstep: Class 7 contains 6579 members 
Mstep: Class 8 contains 22251 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 18476 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12247 members 
Mstep: Class 13 contains 5184 members 
Mstep: Class 16 contains 1385 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 37199 members 
Mstep: Class 20 contains 16759 members 
Mstep: Class 21 contains 20443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50303572.000000 Penalty: 17375.128906
Iteration 39Q: 28 clusters Score -5.030357e+07 nChanged 26764
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 12829 members 
Mstep: Class 3 contains 1752 members 
Mstep: Class 4 contains 2329 members 
Mstep: Class 5 contains 4759 members 
Mstep: Class 6 contains 398529 members 
Mstep: Class 7 contains 7045 members 
Mstep: Class 8 contains 21804 members 
Mstep: Class 9 contains 1473 members 
Mstep: Class 10 contains 18420 members 
Mstep: Class 11 contains 5438 members 
Mstep: Class 12 contains 12561 members 
Mstep: Class 13 contains 5350 members 
Mstep: Class 14 contains 13273 members 
Mstep: Class 15 contains 17666 members 
Mstep: Class 16 contains 1477 members 
Mstep: Class 17 contains 564487 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 31945 members 
Mstep: Class 20 contains 16576 members 
Mstep: Class 21 contains 19887 members 
Mstep: Class 22 contains 777 members 
Mstep: Class 23 contains 20027 members 
Mstep: Class 24 contains 8302 members 
Mstep: Class 25 contains 17515 members 
Mstep: Class 26 contains 172436 members 
Mstep: Class 27 contains 7288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50315436.000000 Penalty: 17375.128906
Iteration 40F: 28 clusters Score -5.031544e+07 nChanged 20875
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 12821 members 
Mstep: Class 3 contains 1760 members 
Mstep: Class 4 contains 2423 members 
Mstep: Class 5 contains 5265 members 
Mstep: Class 6 contains 408457 members 
Mstep: Class 7 contains 7305 members 
Mstep: Class 8 contains 21405 members 
Mstep: Class 9 contains 1502 members 
Mstep: Class 10 contains 18239 members 
Mstep: Class 11 contains 5474 members 
Mstep: Class 12 contains 12738 members 
Mstep: Class 13 contains 5438 members 
Mstep: Class 14 contains 13211 members 
Mstep: Class 15 contains 17702 members 
Mstep: Class 16 contains 1543 members 
Mstep: Class 17 contains 564424 members 
Mstep: Class 18 contains 1176 members 
Mstep: Class 19 contains 26346 members 
Mstep: Class 20 contains 16261 members 
Mstep: Class 21 contains 19337 members 
Mstep: Class 22 contains 814 members 
Mstep: Class 23 contains 20528 members 
Mstep: Class 24 contains 8304 members 
Mstep: Class 25 contains 17712 members 
Mstep: Class 26 contains 167323 members 
Mstep: Class 27 contains 7616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50323104.000000 Penalty: 17375.128906
Iteration 41Q: 28 clusters Score -5.03231e+07 nChanged 16001
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 12828 members 
Mstep: Class 3 contains 1762 members 
Mstep: Class 4 contains 2513 members 
Mstep: Class 5 contains 5695 members 
Mstep: Class 6 contains 417106 members 
Mstep: Class 7 contains 7517 members 
Mstep: Class 8 contains 21156 members 
Mstep: Class 9 contains 1531 members 
Mstep: Class 10 contains 18116 members 
Mstep: Class 11 contains 5526 members 
Mstep: Class 12 contains 12813 members 
Mstep: Class 13 contains 5568 members 
Mstep: Class 14 contains 13192 members 
Mstep: Class 15 contains 17770 members 
Mstep: Class 16 contains 1599 members 
Mstep: Class 17 contains 564379 members 
Mstep: Class 18 contains 1106 members 
Mstep: Class 19 contains 21766 members 
Mstep: Class 20 contains 16030 members 
Mstep: Class 21 contains 18775 members 
Mstep: Class 22 contains 837 members 
Mstep: Class 23 contains 20974 members 
Mstep: Class 24 contains 8296 members 
Mstep: Class 25 contains 17714 members 
Mstep: Class 26 contains 162699 members 
Mstep: Class 27 contains 7887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50328092.000000 Penalty: 17375.128906
Iteration 42Q: 28 clusters Score -5.032809e+07 nChanged 13046
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 12825 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 6100 members 
Mstep: Class 6 contains 424398 members 
Mstep: Class 7 contains 7716 members 
Mstep: Class 8 contains 20929 members 
Mstep: Class 9 contains 1546 members 
Mstep: Class 10 contains 17992 members 
Mstep: Class 11 contains 5523 members 
Mstep: Class 12 contains 12822 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 13169 members 
Mstep: Class 15 contains 17824 members 
Mstep: Class 16 contains 1663 members 
Mstep: Class 17 contains 564344 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 18326 members 
Mstep: Class 20 contains 15875 members 
Mstep: Class 21 contains 18270 members 
Mstep: Class 22 contains 848 members 
Mstep: Class 23 contains 21334 members 
Mstep: Class 24 contains 8293 members 
Mstep: Class 25 contains 17626 members 
Mstep: Class 26 contains 158548 members 
Mstep: Class 27 contains 8119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50332032.000000 Penalty: 17375.128906
Iteration 43Q: 28 clusters Score -5.033203e+07 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 12824 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 6517 members 
Mstep: Class 6 contains 430502 members 
Mstep: Class 7 contains 7897 members 
Mstep: Class 8 contains 20739 members 
Mstep: Class 9 contains 1560 members 
Mstep: Class 10 contains 17845 members 
Mstep: Class 11 contains 5550 members 
Mstep: Class 12 contains 12807 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 13158 members 
Mstep: Class 15 contains 17850 members 
Mstep: Class 16 contains 1723 members 
Mstep: Class 17 contains 564275 members 
Mstep: Class 18 contains 1026 members 
Mstep: Class 19 contains 15805 members 
Mstep: Class 20 contains 15749 members 
Mstep: Class 21 contains 17804 members 
Mstep: Class 22 contains 857 members 
Mstep: Class 23 contains 21634 members 
Mstep: Class 24 contains 8326 members 
Mstep: Class 25 contains 17505 members 
Mstep: Class 26 contains 154712 members 
Mstep: Class 27 contains 8307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50334832.000000 Penalty: 17375.128906
Iteration 44Q: 28 clusters Score -5.033483e+07 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 12814 members 
Mstep: Class 3 contains 1757 members 
Mstep: Class 4 contains 2716 members 
Mstep: Class 5 contains 6912 members 
Mstep: Class 6 contains 435619 members 
Mstep: Class 7 contains 8072 members 
Mstep: Class 8 contains 20589 members 
Mstep: Class 9 contains 1580 members 
Mstep: Class 10 contains 17705 members 
Mstep: Class 11 contains 5624 members 
Mstep: Class 12 contains 12785 members 
Mstep: Class 13 contains 5885 members 
Mstep: Class 14 contains 13146 members 
Mstep: Class 15 contains 17880 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 564281 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 13971 members 
Mstep: Class 20 contains 15639 members 
Mstep: Class 21 contains 17375 members 
Mstep: Class 22 contains 866 members 
Mstep: Class 23 contains 21835 members 
Mstep: Class 24 contains 8367 members 
Mstep: Class 25 contains 17385 members 
Mstep: Class 26 contains 151135 members 
Mstep: Class 27 contains 8453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50336896.000000 Penalty: 17375.128906
Iteration 45Q: 28 clusters Score -5.03369e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 12788 members 
Mstep: Class 3 contains 1735 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 439956 members 
Mstep: Class 7 contains 8278 members 
Mstep: Class 8 contains 20430 members 
Mstep: Class 9 contains 1605 members 
Mstep: Class 10 contains 17567 members 
Mstep: Class 11 contains 5706 members 
Mstep: Class 12 contains 12750 members 
Mstep: Class 13 contains 5980 members 
Mstep: Class 14 contains 13128 members 
Mstep: Class 15 contains 17919 members 
Mstep: Class 16 contains 1807 members 
Mstep: Class 17 contains 564361 members 
Mstep: Class 18 contains 1089 members 
Mstep: Class 19 contains 12704 members 
Mstep: Class 20 contains 15546 members 
Mstep: Class 21 contains 16948 members 
Mstep: Class 22 contains 870 members 
Mstep: Class 23 contains 22002 members 
Mstep: Class 24 contains 8414 members 
Mstep: Class 25 contains 17324 members 
Mstep: Class 26 contains 147712 members 
Mstep: Class 27 contains 8579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50338576.000000 Penalty: 17375.128906
Iteration 46Q: 28 clusters Score -5.033858e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 12763 members 
Mstep: Class 3 contains 1716 members 
Mstep: Class 4 contains 2767 members 
Mstep: Class 5 contains 7547 members 
Mstep: Class 6 contains 443760 members 
Mstep: Class 7 contains 8468 members 
Mstep: Class 8 contains 20313 members 
Mstep: Class 9 contains 1626 members 
Mstep: Class 10 contains 17420 members 
Mstep: Class 11 contains 5781 members 
Mstep: Class 12 contains 12696 members 
Mstep: Class 13 contains 6038 members 
Mstep: Class 14 contains 13116 members 
Mstep: Class 15 contains 17939 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 564527 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 11858 members 
Mstep: Class 20 contains 15470 members 
Mstep: Class 21 contains 16521 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 22137 members 
Mstep: Class 24 contains 8432 members 
Mstep: Class 25 contains 17278 members 
Mstep: Class 26 contains 144506 members 
Mstep: Class 27 contains 8697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50340060.000000 Penalty: 17375.128906
Iteration 47Q: 28 clusters Score -5.034006e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 12737 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2794 members 
Mstep: Class 5 contains 7838 members 
Mstep: Class 6 contains 447166 members 
Mstep: Class 7 contains 8628 members 
Mstep: Class 8 contains 20201 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 17269 members 
Mstep: Class 11 contains 5838 members 
Mstep: Class 12 contains 12659 members 
Mstep: Class 13 contains 6079 members 
Mstep: Class 14 contains 13104 members 
Mstep: Class 15 contains 17958 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 564636 members 
Mstep: Class 18 contains 1215 members 
Mstep: Class 19 contains 11223 members 
Mstep: Class 20 contains 15401 members 
Mstep: Class 21 contains 16149 members 
Mstep: Class 22 contains 878 members 
Mstep: Class 23 contains 22264 members 
Mstep: Class 24 contains 8450 members 
Mstep: Class 25 contains 17213 members 
Mstep: Class 26 contains 141569 members 
Mstep: Class 27 contains 8800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50341180.000000 Penalty: 17375.128906
Iteration 48Q: 28 clusters Score -5.034118e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 12724 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2814 members 
Mstep: Class 5 contains 8118 members 
Mstep: Class 6 contains 450207 members 
Mstep: Class 7 contains 8774 members 
Mstep: Class 8 contains 20107 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 17176 members 
Mstep: Class 11 contains 5856 members 
Mstep: Class 12 contains 12622 members 
Mstep: Class 13 contains 6102 members 
Mstep: Class 14 contains 13105 members 
Mstep: Class 15 contains 17967 members 
Mstep: Class 16 contains 1836 members 
Mstep: Class 17 contains 564709 members 
Mstep: Class 18 contains 1259 members 
Mstep: Class 19 contains 10722 members 
Mstep: Class 20 contains 15332 members 
Mstep: Class 21 contains 15789 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 22357 members 
Mstep: Class 24 contains 8468 members 
Mstep: Class 25 contains 17145 members 
Mstep: Class 26 contains 138948 members 
Mstep: Class 27 contains 8884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50342052.000000 Penalty: 17375.128906
Iteration 49Q: 28 clusters Score -5.034205e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 12735 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 2838 members 
Mstep: Class 5 contains 8349 members 
Mstep: Class 6 contains 452910 members 
Mstep: Class 7 contains 8894 members 
Mstep: Class 8 contains 20025 members 
Mstep: Class 9 contains 1684 members 
Mstep: Class 10 contains 17122 members 
Mstep: Class 11 contains 5855 members 
Mstep: Class 12 contains 12577 members 
Mstep: Class 13 contains 6142 members 
Mstep: Class 14 contains 13110 members 
Mstep: Class 15 contains 17978 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 564764 members 
Mstep: Class 18 contains 1288 members 
Mstep: Class 19 contains 10305 members 
Mstep: Class 20 contains 15282 members 
Mstep: Class 21 contains 15484 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 22414 members 
Mstep: Class 24 contains 8472 members 
Mstep: Class 25 contains 17099 members 
Mstep: Class 26 contains 136571 members 
Mstep: Class 27 contains 8958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50342832.000000 Penalty: 17375.128906
Iteration 50Q: 28 clusters Score -5.034283e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 12760 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2867 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 455380 members 
Mstep: Class 7 contains 8985 members 
Mstep: Class 8 contains 19976 members 
Mstep: Class 9 contains 1704 members 
Mstep: Class 10 contains 17055 members 
Mstep: Class 11 contains 5834 members 
Mstep: Class 12 contains 12542 members 
Mstep: Class 13 contains 6186 members 
Mstep: Class 14 contains 13114 members 
Mstep: Class 15 contains 17986 members 
Mstep: Class 16 contains 1833 members 
Mstep: Class 17 contains 564789 members 
Mstep: Class 18 contains 1323 members 
Mstep: Class 19 contains 10022 members 
Mstep: Class 20 contains 15215 members 
Mstep: Class 21 contains 15184 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 22471 members 
Mstep: Class 24 contains 8487 members 
Mstep: Class 25 contains 17034 members 
Mstep: Class 26 contains 134387 members 
Mstep: Class 27 contains 9002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50343360.000000 Penalty: 17375.128906
Iteration 51Q: 28 clusters Score -5.034336e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 12792 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 2900 members 
Mstep: Class 5 contains 8758 members 
Mstep: Class 6 contains 457608 members 
Mstep: Class 7 contains 9081 members 
Mstep: Class 8 contains 19934 members 
Mstep: Class 9 contains 1732 members 
Mstep: Class 10 contains 16935 members 
Mstep: Class 11 contains 5792 members 
Mstep: Class 12 contains 12517 members 
Mstep: Class 13 contains 6253 members 
Mstep: Class 14 contains 13119 members 
Mstep: Class 15 contains 17989 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 17 contains 564838 members 
Mstep: Class 18 contains 1361 members 
Mstep: Class 19 contains 9781 members 
Mstep: Class 20 contains 15141 members 
Mstep: Class 21 contains 14916 members 
Mstep: Class 22 contains 893 members 
Mstep: Class 23 contains 22528 members 
Mstep: Class 24 contains 8500 members 
Mstep: Class 25 contains 16982 members 
Mstep: Class 26 contains 132378 members 
Mstep: Class 27 contains 9055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50344016.000000 Penalty: 17375.128906
Iteration 52Q: 28 clusters Score -5.034402e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 12823 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 2930 members 
Mstep: Class 5 contains 8936 members 
Mstep: Class 6 contains 459577 members 
Mstep: Class 7 contains 9175 members 
Mstep: Class 8 contains 19900 members 
Mstep: Class 9 contains 1745 members 
Mstep: Class 10 contains 16812 members 
Mstep: Class 11 contains 5762 members 
Mstep: Class 12 contains 12506 members 
Mstep: Class 13 contains 6317 members 
Mstep: Class 14 contains 13121 members 
Mstep: Class 15 contains 17972 members 
Mstep: Class 16 contains 1822 members 
Mstep: Class 17 contains 564888 members 
Mstep: Class 18 contains 1387 members 
Mstep: Class 19 contains 9616 members 
Mstep: Class 20 contains 15083 members 
Mstep: Class 21 contains 14692 members 
Mstep: Class 22 contains 893 members 
Mstep: Class 23 contains 22581 members 
Mstep: Class 24 contains 8513 members 
Mstep: Class 25 contains 16937 members 
Mstep: Class 26 contains 130539 members 
Mstep: Class 27 contains 9099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50344276.000000 Penalty: 17375.128906
Iteration 53Q: 28 clusters Score -5.034428e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 12845 members 
Mstep: Class 3 contains 1662 members 
Mstep: Class 4 contains 2947 members 
Mstep: Class 5 contains 9102 members 
Mstep: Class 6 contains 461360 members 
Mstep: Class 7 contains 9271 members 
Mstep: Class 8 contains 19853 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 16711 members 
Mstep: Class 11 contains 5719 members 
Mstep: Class 12 contains 12492 members 
Mstep: Class 13 contains 6386 members 
Mstep: Class 14 contains 13121 members 
Mstep: Class 15 contains 17974 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 564986 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 9445 members 
Mstep: Class 20 contains 15038 members 
Mstep: Class 21 contains 14454 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 22626 members 
Mstep: Class 24 contains 8525 members 
Mstep: Class 25 contains 16890 members 
Mstep: Class 26 contains 128847 members 
Mstep: Class 27 contains 9150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50344428.000000 Penalty: 17375.128906
Iteration 54Q: 28 clusters Score -5.034443e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 12862 members 
Mstep: Class 3 contains 1657 members 
Mstep: Class 4 contains 2959 members 
Mstep: Class 5 contains 9239 members 
Mstep: Class 6 contains 462995 members 
Mstep: Class 7 contains 9361 members 
Mstep: Class 8 contains 19813 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 16636 members 
Mstep: Class 11 contains 5681 members 
Mstep: Class 12 contains 12491 members 
Mstep: Class 13 contains 6440 members 
Mstep: Class 14 contains 13122 members 
Mstep: Class 15 contains 17988 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 565080 members 
Mstep: Class 18 contains 1448 members 
Mstep: Class 19 contains 9330 members 
Mstep: Class 20 contains 14995 members 
Mstep: Class 21 contains 14233 members 
Mstep: Class 22 contains 889 members 
Mstep: Class 23 contains 22671 members 
Mstep: Class 24 contains 8534 members 
Mstep: Class 25 contains 16846 members 
Mstep: Class 26 contains 127243 members 
Mstep: Class 27 contains 9208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50344732.000000 Penalty: 17375.128906
Iteration 55Q: 28 clusters Score -5.034473e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 12880 members 
Mstep: Class 3 contains 1649 members 
Mstep: Class 4 contains 2977 members 
Mstep: Class 5 contains 9372 members 
Mstep: Class 6 contains 464465 members 
Mstep: Class 7 contains 9442 members 
Mstep: Class 8 contains 19764 members 
Mstep: Class 9 contains 1772 members 
Mstep: Class 10 contains 16576 members 
Mstep: Class 11 contains 5663 members 
Mstep: Class 12 contains 12483 members 
Mstep: Class 13 contains 6482 members 
Mstep: Class 14 contains 13127 members 
Mstep: Class 15 contains 17992 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 565145 members 
Mstep: Class 18 contains 1466 members 
Mstep: Class 19 contains 9239 members 
Mstep: Class 20 contains 14938 members 
Mstep: Class 21 contains 14023 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 22728 members 
Mstep: Class 24 contains 8535 members 
Mstep: Class 25 contains 16839 members 
Mstep: Class 26 contains 125801 members 
Mstep: Class 27 contains 9243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50345076.000000 Penalty: 17375.128906
Iteration 56Q: 28 clusters Score -5.034508e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 12887 members 
Mstep: Class 3 contains 1646 members 
Mstep: Class 4 contains 2986 members 
Mstep: Class 5 contains 9487 members 
Mstep: Class 6 contains 465912 members 
Mstep: Class 7 contains 9538 members 
Mstep: Class 8 contains 19740 members 
Mstep: Class 9 contains 1779 members 
Mstep: Class 10 contains 16535 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 12484 members 
Mstep: Class 13 contains 6517 members 
Mstep: Class 14 contains 13128 members 
Mstep: Class 15 contains 17975 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 565190 members 
Mstep: Class 18 contains 1478 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 14887 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 22774 members 
Mstep: Class 24 contains 8529 members 
Mstep: Class 25 contains 16842 members 
Mstep: Class 26 contains 124439 members 
Mstep: Class 27 contains 9268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50345136.000000 Penalty: 17375.128906
Iteration 57Q: 28 clusters Score -5.034514e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 12894 members 
Mstep: Class 3 contains 1645 members 
Mstep: Class 4 contains 2998 members 
Mstep: Class 5 contains 9593 members 
Mstep: Class 6 contains 467229 members 
Mstep: Class 7 contains 9637 members 
Mstep: Class 8 contains 19707 members 
Mstep: Class 9 contains 1782 members 
Mstep: Class 10 contains 16516 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 12497 members 
Mstep: Class 13 contains 6559 members 
Mstep: Class 14 contains 13133 members 
Mstep: Class 15 contains 17957 members 
Mstep: Class 16 contains 1812 members 
Mstep: Class 17 contains 565237 members 
Mstep: Class 18 contains 1499 members 
Mstep: Class 19 contains 8976 members 
Mstep: Class 20 contains 14830 members 
Mstep: Class 21 contains 13655 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 22811 members 
Mstep: Class 24 contains 8526 members 
Mstep: Class 25 contains 16851 members 
Mstep: Class 26 contains 123202 members 
Mstep: Class 27 contains 9293 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 28 clusters Score -5.034527e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 12903 members 
Mstep: Class 3 contains 1651 members 
Mstep: Class 4 contains 3009 members 
Mstep: Class 5 contains 9704 members 
Mstep: Class 6 contains 468444 members 
Mstep: Class 7 contains 9726 members 
Mstep: Class 8 contains 19684 members 
Mstep: Class 9 contains 1781 members 
Mstep: Class 10 contains 16505 members 
Mstep: Class 11 contains 5544 members 
Mstep: Class 12 contains 12499 members 
Mstep: Class 13 contains 6607 members 
Mstep: Class 14 contains 13135 members 
Mstep: Class 15 contains 17942 members 
Mstep: Class 16 contains 1809 members 
Mstep: Class 17 contains 565278 members 
Mstep: Class 18 contains 1504 members 
Mstep: Class 19 contains 8851 members 
Mstep: Class 20 contains 14782 members 
Mstep: Class 21 contains 13474 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 22852 members 
Mstep: Class 24 contains 8528 members 
Mstep: Class 25 contains 16843 members 
Mstep: Class 26 contains 122056 members 
Mstep: Class 27 contains 9326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50345500.000000 Penalty: 17375.128906
Iteration 59Q: 28 clusters Score -5.03455e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 12904 members 
Mstep: Class 3 contains 1652 members 
Mstep: Class 4 contains 3013 members 
Mstep: Class 5 contains 9793 members 
Mstep: Class 6 contains 469511 members 
Mstep: Class 7 contains 9801 members 
Mstep: Class 8 contains 19659 members 
Mstep: Class 9 contains 1782 members 
Mstep: Class 10 contains 16491 members 
Mstep: Class 11 contains 5524 members 
Mstep: Class 12 contains 12496 members 
Mstep: Class 13 contains 6631 members 
Mstep: Class 14 contains 13135 members 
Mstep: Class 15 contains 17930 members 
Mstep: Class 16 contains 1809 members 
Mstep: Class 17 contains 565360 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 8723 members 
Mstep: Class 20 contains 14747 members 
Mstep: Class 21 contains 13288 members 
Mstep: Class 22 contains 891 members 
Mstep: Class 23 contains 22880 members 
Mstep: Class 24 contains 8529 members 
Mstep: Class 25 contains 16833 members 
Mstep: Class 26 contains 121056 members 
Mstep: Class 27 contains 9371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50346232.000000 Penalty: 17375.128906
Iteration 60F: 28 clusters Score -5.034623e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 12912 members 
Mstep: Class 3 contains 1639 members 
Mstep: Class 4 contains 3019 members 
Mstep: Class 5 contains 9893 members 
Mstep: Class 6 contains 470463 members 
Mstep: Class 7 contains 9857 members 
Mstep: Class 8 contains 19610 members 
Mstep: Class 9 contains 1786 members 
Mstep: Class 10 contains 16455 members 
Mstep: Class 11 contains 5675 members 
Mstep: Class 12 contains 12471 members 
Mstep: Class 13 contains 6636 members 
Mstep: Class 14 contains 13135 members 
Mstep: Class 15 contains 17918 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 565376 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 8682 members 
Mstep: Class 20 contains 14658 members 
Mstep: Class 21 contains 13133 members 
Mstep: Class 22 contains 893 members 
Mstep: Class 23 contains 22828 members 
Mstep: Class 24 contains 8524 members 
Mstep: Class 25 contains 16832 members 
Mstep: Class 26 contains 119895 members 
Mstep: Class 27 contains 9413 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 28 clusters Score -5.034684e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 12919 members 
Mstep: Class 3 contains 1638 members 
Mstep: Class 4 contains 3027 members 
Mstep: Class 5 contains 9969 members 
Mstep: Class 6 contains 471411 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 19546 members 
Mstep: Class 9 contains 1790 members 
Mstep: Class 10 contains 16427 members 
Mstep: Class 11 contains 5775 members 
Mstep: Class 12 contains 12465 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 13136 members 
Mstep: Class 15 contains 17913 members 
Mstep: Class 16 contains 1980 members 
Mstep: Class 17 contains 565401 members 
Mstep: Class 18 contains 1930 members 
Mstep: Class 19 contains 8645 members 
Mstep: Class 20 contains 14566 members 
Mstep: Class 21 contains 12985 members 
Mstep: Class 22 contains 900 members 
Mstep: Class 23 contains 22796 members 
Mstep: Class 24 contains 8537 members 
Mstep: Class 25 contains 16830 members 
Mstep: Class 26 contains 118781 members 
Mstep: Class 27 contains 9441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50347188.000000 Penalty: 17375.128906
Iteration 62Q: 28 clusters Score -5.034719e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 12935 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 10050 members 
Mstep: Class 6 contains 472269 members 
Mstep: Class 7 contains 9943 members 
Mstep: Class 8 contains 19477 members 
Mstep: Class 9 contains 1792 members 
Mstep: Class 10 contains 16414 members 
Mstep: Class 11 contains 5853 members 
Mstep: Class 12 contains 12484 members 
Mstep: Class 13 contains 6679 members 
Mstep: Class 14 contains 13135 members 
Mstep: Class 15 contains 17913 members 
Mstep: Class 16 contains 2067 members 
Mstep: Class 17 contains 565388 members 
Mstep: Class 18 contains 2134 members 
Mstep: Class 19 contains 8605 members 
Mstep: Class 20 contains 14480 members 
Mstep: Class 21 contains 12858 members 
Mstep: Class 22 contains 908 members 
Mstep: Class 23 contains 22764 members 
Mstep: Class 24 contains 8538 members 
Mstep: Class 25 contains 16838 members 
Mstep: Class 26 contains 117750 members 
Mstep: Class 27 contains 9462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50347388.000000 Penalty: 17375.128906
Iteration 63Q: 28 clusters Score -5.034739e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 12937 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 3044 members 
Mstep: Class 5 contains 10116 members 
Mstep: Class 6 contains 473074 members 
Mstep: Class 7 contains 10019 members 
Mstep: Class 8 contains 19388 members 
Mstep: Class 9 contains 1786 members 
Mstep: Class 10 contains 16396 members 
Mstep: Class 11 contains 5932 members 
Mstep: Class 12 contains 12501 members 
Mstep: Class 13 contains 6715 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 17910 members 
Mstep: Class 16 contains 2147 members 
Mstep: Class 17 contains 565378 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 8558 members 
Mstep: Class 20 contains 14390 members 
Mstep: Class 21 contains 12744 members 
Mstep: Class 22 contains 911 members 
Mstep: Class 23 contains 22748 members 
Mstep: Class 24 contains 8536 members 
Mstep: Class 25 contains 16849 members 
Mstep: Class 26 contains 116793 members 
Mstep: Class 27 contains 9480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50347644.000000 Penalty: 17375.128906
Iteration 64Q: 28 clusters Score -5.034764e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 12949 members 
Mstep: Class 3 contains 1638 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 5 contains 10159 members 
Mstep: Class 6 contains 473844 members 
Mstep: Class 7 contains 10084 members 
Mstep: Class 8 contains 19274 members 
Mstep: Class 9 contains 1781 members 
Mstep: Class 10 contains 16388 members 
Mstep: Class 11 contains 6002 members 
Mstep: Class 12 contains 12499 members 
Mstep: Class 13 contains 6751 members 
Mstep: Class 14 contains 13140 members 
Mstep: Class 15 contains 17906 members 
Mstep: Class 16 contains 2210 members 
Mstep: Class 17 contains 565410 members 
Mstep: Class 18 contains 2510 members 
Mstep: Class 19 contains 8485 members 
Mstep: Class 20 contains 14304 members 
Mstep: Class 21 contains 12641 members 
Mstep: Class 22 contains 913 members 
Mstep: Class 23 contains 22727 members 
Mstep: Class 24 contains 8546 members 
Mstep: Class 25 contains 16843 members 
Mstep: Class 26 contains 115885 members 
Mstep: Class 27 contains 9503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50348028.000000 Penalty: 17375.128906
Iteration 65Q: 28 clusters Score -5.034803e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 12961 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 3068 members 
Mstep: Class 5 contains 10202 members 
Mstep: Class 6 contains 474573 members 
Mstep: Class 7 contains 10138 members 
Mstep: Class 8 contains 19164 members 
Mstep: Class 9 contains 1777 members 
Mstep: Class 10 contains 16387 members 
Mstep: Class 11 contains 6052 members 
Mstep: Class 12 contains 12520 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 13143 members 
Mstep: Class 15 contains 17895 members 
Mstep: Class 16 contains 2267 members 
Mstep: Class 17 contains 565407 members 
Mstep: Class 18 contains 2676 members 
Mstep: Class 19 contains 8421 members 
Mstep: Class 20 contains 14212 members 
Mstep: Class 21 contains 12538 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 22742 members 
Mstep: Class 24 contains 8556 members 
Mstep: Class 25 contains 16846 members 
Mstep: Class 26 contains 115048 members 
Mstep: Class 27 contains 9518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50348180.000000 Penalty: 17375.128906
Iteration 66Q: 28 clusters Score -5.034818e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 12964 members 
Mstep: Class 3 contains 1685 members 
Mstep: Class 4 contains 3085 members 
Mstep: Class 5 contains 10240 members 
Mstep: Class 6 contains 475261 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 19053 members 
Mstep: Class 9 contains 1773 members 
Mstep: Class 10 contains 16379 members 
Mstep: Class 11 contains 6095 members 
Mstep: Class 12 contains 12549 members 
Mstep: Class 13 contains 6831 members 
Mstep: Class 14 contains 13146 members 
Mstep: Class 15 contains 17893 members 
Mstep: Class 16 contains 2298 members 
Mstep: Class 17 contains 565426 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 8330 members 
Mstep: Class 20 contains 14133 members 
Mstep: Class 21 contains 12453 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 22758 members 
Mstep: Class 24 contains 8561 members 
Mstep: Class 25 contains 16864 members 
Mstep: Class 26 contains 114253 members 
Mstep: Class 27 contains 9538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50348496.000000 Penalty: 17375.128906
Iteration 67Q: 28 clusters Score -5.03485e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 12971 members 
Mstep: Class 3 contains 1714 members 
Mstep: Class 4 contains 3101 members 
Mstep: Class 5 contains 10278 members 
Mstep: Class 6 contains 475859 members 
Mstep: Class 7 contains 10224 members 
Mstep: Class 8 contains 18957 members 
Mstep: Class 9 contains 1772 members 
Mstep: Class 10 contains 16368 members 
Mstep: Class 11 contains 6138 members 
Mstep: Class 12 contains 12585 members 
Mstep: Class 13 contains 6895 members 
Mstep: Class 14 contains 13150 members 
Mstep: Class 15 contains 17888 members 
Mstep: Class 16 contains 2336 members 
Mstep: Class 17 contains 565440 members 
Mstep: Class 18 contains 2960 members 
Mstep: Class 19 contains 8258 members 
Mstep: Class 20 contains 14044 members 
Mstep: Class 21 contains 12375 members 
Mstep: Class 22 contains 925 members 
Mstep: Class 23 contains 22769 members 
Mstep: Class 24 contains 8568 members 
Mstep: Class 25 contains 16881 members 
Mstep: Class 26 contains 113523 members 
Mstep: Class 27 contains 9540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50348696.000000 Penalty: 17375.128906
Iteration 68Q: 28 clusters Score -5.03487e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 12974 members 
Mstep: Class 3 contains 1743 members 
Mstep: Class 4 contains 3124 members 
Mstep: Class 5 contains 10313 members 
Mstep: Class 6 contains 476417 members 
Mstep: Class 7 contains 10269 members 
Mstep: Class 8 contains 18846 members 
Mstep: Class 9 contains 1771 members 
Mstep: Class 10 contains 16358 members 
Mstep: Class 11 contains 6177 members 
Mstep: Class 12 contains 12626 members 
Mstep: Class 13 contains 6943 members 
Mstep: Class 14 contains 13161 members 
Mstep: Class 15 contains 17894 members 
Mstep: Class 16 contains 2373 members 
Mstep: Class 17 contains 565461 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 8209 members 
Mstep: Class 20 contains 13942 members 
Mstep: Class 21 contains 12298 members 
Mstep: Class 22 contains 928 members 
Mstep: Class 23 contains 22787 members 
Mstep: Class 24 contains 8571 members 
Mstep: Class 25 contains 16892 members 
Mstep: Class 26 contains 112823 members 
Mstep: Class 27 contains 9544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50349136.000000 Penalty: 17375.128906
Iteration 69Q: 28 clusters Score -5.034914e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 12972 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 3142 members 
Mstep: Class 5 contains 10349 members 
Mstep: Class 6 contains 476937 members 
Mstep: Class 7 contains 10318 members 
Mstep: Class 8 contains 18733 members 
Mstep: Class 9 contains 1768 members 
Mstep: Class 10 contains 16362 members 
Mstep: Class 11 contains 6192 members 
Mstep: Class 12 contains 12655 members 
Mstep: Class 13 contains 6978 members 
Mstep: Class 14 contains 13171 members 
Mstep: Class 15 contains 17881 members 
Mstep: Class 16 contains 2402 members 
Mstep: Class 17 contains 565465 members 
Mstep: Class 18 contains 3257 members 
Mstep: Class 19 contains 8169 members 
Mstep: Class 20 contains 13849 members 
Mstep: Class 21 contains 12233 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 22817 members 
Mstep: Class 24 contains 8577 members 
Mstep: Class 25 contains 16911 members 
Mstep: Class 26 contains 112188 members 
Mstep: Class 27 contains 9560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50349300.000000 Penalty: 17375.128906
Iteration 70Q: 28 clusters Score -5.03493e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 12965 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 3163 members 
Mstep: Class 5 contains 10386 members 
Mstep: Class 6 contains 477396 members 
Mstep: Class 7 contains 10368 members 
Mstep: Class 8 contains 18648 members 
Mstep: Class 9 contains 1766 members 
Mstep: Class 10 contains 16362 members 
Mstep: Class 11 contains 6221 members 
Mstep: Class 12 contains 12687 members 
Mstep: Class 13 contains 7015 members 
Mstep: Class 14 contains 13173 members 
Mstep: Class 15 contains 17860 members 
Mstep: Class 16 contains 2435 members 
Mstep: Class 17 contains 565481 members 
Mstep: Class 18 contains 3385 members 
Mstep: Class 19 contains 8139 members 
Mstep: Class 20 contains 13768 members 
Mstep: Class 21 contains 12156 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 22848 members 
Mstep: Class 24 contains 8585 members 
Mstep: Class 25 contains 16925 members 
Mstep: Class 26 contains 111572 members 
Mstep: Class 27 contains 9585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50349508.000000 Penalty: 17375.128906
Iteration 71Q: 28 clusters Score -5.034951e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 12959 members 
Mstep: Class 3 contains 1849 members 
Mstep: Class 4 contains 3174 members 
Mstep: Class 5 contains 10409 members 
Mstep: Class 6 contains 477809 members 
Mstep: Class 7 contains 10406 members 
Mstep: Class 8 contains 18567 members 
Mstep: Class 9 contains 1763 members 
Mstep: Class 10 contains 16364 members 
Mstep: Class 11 contains 6238 members 
Mstep: Class 12 contains 12721 members 
Mstep: Class 13 contains 7042 members 
Mstep: Class 14 contains 13177 members 
Mstep: Class 15 contains 17847 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 565489 members 
Mstep: Class 18 contains 3510 members 
Mstep: Class 19 contains 8124 members 
Mstep: Class 20 contains 13682 members 
Mstep: Class 21 contains 12096 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 22876 members 
Mstep: Class 24 contains 8587 members 
Mstep: Class 25 contains 16930 members 
Mstep: Class 26 contains 111042 members 
Mstep: Class 27 contains 9601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50349792.000000 Penalty: 17375.128906
Iteration 72Q: 28 clusters Score -5.034979e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 12959 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 3189 members 
Mstep: Class 5 contains 10435 members 
Mstep: Class 6 contains 478208 members 
Mstep: Class 7 contains 10440 members 
Mstep: Class 8 contains 18479 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 16362 members 
Mstep: Class 11 contains 6261 members 
Mstep: Class 12 contains 12738 members 
Mstep: Class 13 contains 7043 members 
Mstep: Class 14 contains 13181 members 
Mstep: Class 15 contains 17839 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 565478 members 
Mstep: Class 18 contains 3632 members 
Mstep: Class 19 contains 8122 members 
Mstep: Class 20 contains 13606 members 
Mstep: Class 21 contains 12049 members 
Mstep: Class 22 contains 924 members 
Mstep: Class 23 contains 22893 members 
Mstep: Class 24 contains 8590 members 
Mstep: Class 25 contains 16931 members 
Mstep: Class 26 contains 110562 members 
Mstep: Class 27 contains 9622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50349788.000000 Penalty: 17375.128906
Iteration 73Q: 28 clusters Score -5.034979e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 12966 members 
Mstep: Class 3 contains 1924 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 10450 members 
Mstep: Class 6 contains 478606 members 
Mstep: Class 7 contains 10475 members 
Mstep: Class 8 contains 18373 members 
Mstep: Class 9 contains 1751 members 
Mstep: Class 10 contains 16348 members 
Mstep: Class 11 contains 6270 members 
Mstep: Class 12 contains 12759 members 
Mstep: Class 13 contains 7058 members 
Mstep: Class 14 contains 13186 members 
Mstep: Class 15 contains 17831 members 
Mstep: Class 16 contains 2510 members 
Mstep: Class 17 contains 565477 members 
Mstep: Class 18 contains 3741 members 
Mstep: Class 19 contains 8099 members 
Mstep: Class 20 contains 13563 members 
Mstep: Class 21 contains 12014 members 
Mstep: Class 22 contains 925 members 
Mstep: Class 23 contains 22914 members 
Mstep: Class 24 contains 8593 members 
Mstep: Class 25 contains 16925 members 
Mstep: Class 26 contains 110110 members 
Mstep: Class 27 contains 9636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50349908.000000 Penalty: 17375.128906
Iteration 74Q: 28 clusters Score -5.034991e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 12973 members 
Mstep: Class 3 contains 1960 members 
Mstep: Class 4 contains 3205 members 
Mstep: Class 5 contains 10469 members 
Mstep: Class 6 contains 478966 members 
Mstep: Class 7 contains 10514 members 
Mstep: Class 8 contains 18278 members 
Mstep: Class 9 contains 1746 members 
Mstep: Class 10 contains 16343 members 
Mstep: Class 11 contains 6283 members 
Mstep: Class 12 contains 12770 members 
Mstep: Class 13 contains 7066 members 
Mstep: Class 14 contains 13192 members 
Mstep: Class 15 contains 17826 members 
Mstep: Class 16 contains 2520 members 
Mstep: Class 17 contains 565479 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 8088 members 
Mstep: Class 20 contains 13529 members 
Mstep: Class 21 contains 11974 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 22930 members 
Mstep: Class 24 contains 8588 members 
Mstep: Class 25 contains 16917 members 
Mstep: Class 26 contains 109708 members 
Mstep: Class 27 contains 9653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50350028.000000 Penalty: 17375.128906
Iteration 75Q: 28 clusters Score -5.035003e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 12973 members 
Mstep: Class 3 contains 1975 members 
Mstep: Class 4 contains 3212 members 
Mstep: Class 5 contains 10486 members 
Mstep: Class 6 contains 479312 members 
Mstep: Class 7 contains 10536 members 
Mstep: Class 8 contains 18209 members 
Mstep: Class 9 contains 1743 members 
Mstep: Class 10 contains 16335 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 12773 members 
Mstep: Class 13 contains 7068 members 
Mstep: Class 14 contains 13204 members 
Mstep: Class 15 contains 17825 members 
Mstep: Class 16 contains 2524 members 
Mstep: Class 17 contains 565458 members 
Mstep: Class 18 contains 3909 members 
Mstep: Class 19 contains 8072 members 
Mstep: Class 20 contains 13494 members 
Mstep: Class 21 contains 11951 members 
Mstep: Class 22 contains 924 members 
Mstep: Class 23 contains 22957 members 
Mstep: Class 24 contains 8582 members 
Mstep: Class 25 contains 16924 members 
Mstep: Class 26 contains 109343 members 
Mstep: Class 27 contains 9663 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 76Q: 28 clusters Score -5.035009e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 12969 members 
Mstep: Class 3 contains 1988 members 
Mstep: Class 4 contains 3220 members 
Mstep: Class 5 contains 10509 members 
Mstep: Class 6 contains 479628 members 
Mstep: Class 7 contains 10559 members 
Mstep: Class 8 contains 18149 members 
Mstep: Class 9 contains 1744 members 
Mstep: Class 10 contains 16319 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 12771 members 
Mstep: Class 13 contains 7083 members 
Mstep: Class 14 contains 13216 members 
Mstep: Class 15 contains 17821 members 
Mstep: Class 16 contains 2531 members 
Mstep: Class 17 contains 565439 members 
Mstep: Class 18 contains 3981 members 
Mstep: Class 19 contains 8063 members 
Mstep: Class 20 contains 13464 members 
Mstep: Class 21 contains 11931 members 
Mstep: Class 22 contains 925 members 
Mstep: Class 23 contains 22973 members 
Mstep: Class 24 contains 8580 members 
Mstep: Class 25 contains 16932 members 
Mstep: Class 26 contains 108998 members 
Mstep: Class 27 contains 9678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50350172.000000 Penalty: 17375.128906
Iteration 77Q: 28 clusters Score -5.035017e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 12967 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 3218 members 
Mstep: Class 5 contains 10530 members 
Mstep: Class 6 contains 479931 members 
Mstep: Class 7 contains 10580 members 
Mstep: Class 8 contains 18090 members 
Mstep: Class 9 contains 1742 members 
Mstep: Class 10 contains 16309 members 
Mstep: Class 11 contains 6310 members 
Mstep: Class 12 contains 12768 members 
Mstep: Class 13 contains 7086 members 
Mstep: Class 14 contains 13224 members 
Mstep: Class 15 contains 17826 members 
Mstep: Class 16 contains 2533 members 
Mstep: Class 17 contains 565443 members 
Mstep: Class 18 contains 4043 members 
Mstep: Class 19 contains 8062 members 
Mstep: Class 20 contains 13428 members 
Mstep: Class 21 contains 11905 members 
Mstep: Class 22 contains 925 members 
Mstep: Class 23 contains 22982 members 
Mstep: Class 24 contains 8578 members 
Mstep: Class 25 contains 16938 members 
Mstep: Class 26 contains 108684 members 
Mstep: Class 27 contains 9688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50350368.000000 Penalty: 17375.128906
Iteration 78Q: 28 clusters Score -5.035037e+07 nChanged 947
Entering ConstructFrom: 
Score: -50350368.000000 Penalty: 17375.128906
Entering ConstructFrom: 
Trying to split cluster 1 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -64640.046875 Penalty: 348.919525
	Iteration 0F: 2 clusters Score -64640.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -63173.199219 Penalty: 697.839050
	Iteration 0F: 3 clusters Score -63173.2 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -64330.542969 Penalty: 697.839050
	Iteration 1F: 3 clusters Score -64330.54 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -64885.937500 Penalty: 697.839050
	Iteration 2F: 3 clusters Score -64885.94 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -65095.472656 Penalty: 697.839050
	Iteration 3F: 3 clusters Score -65095.47 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -65175.875000 Penalty: 697.839050
	Iteration 4Q: 3 clusters Score -65175.88 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -65203.671875 Penalty: 697.839050
	Iteration 5Q: 3 clusters Score -65203.67 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -65224.871094 Penalty: 697.839050
	Iteration 6Q: 3 clusters Score -65224.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -65241.660156 Penalty: 697.839050
	Iteration 7Q: 3 clusters Score -65241.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -65260.035156 Penalty: 697.839050
	Iteration 8Q: 3 clusters Score -65260.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -65288.261719 Penalty: 697.839050
	Iteration 9Q: 3 clusters Score -65288.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -65306.042969 Penalty: 697.839050
	Iteration 10Q: 3 clusters Score -65306.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -65317.625000 Penalty: 697.839050
	Iteration 11Q: 3 clusters Score -65317.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -65337.101562 Penalty: 697.839050
	Iteration 12Q: 3 clusters Score -65337.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -65372.574219 Penalty: 697.839050
	Iteration 13Q: 3 clusters Score -65372.57 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -65435.656250 Penalty: 697.839050
	Iteration 14Q: 3 clusters Score -65435.66 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -65517.425781 Penalty: 697.839050
	Iteration 15Q: 3 clusters Score -65517.43 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -65591.148438 Penalty: 697.839050
	Iteration 16Q: 3 clusters Score -65591.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -65610.257812 Penalty: 697.839050
	Iteration 17Q: 3 clusters Score -65610.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -65622.492188 Penalty: 697.839050
	Iteration 18Q: 3 clusters Score -65622.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -65630.460938 Penalty: 697.839050
	Iteration 19Q: 3 clusters Score -65630.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -65636.554688 Penalty: 697.839050
	Iteration 20F: 3 clusters Score -65636.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -65640.539062 Penalty: 697.839050
	Iteration 21Q: 3 clusters Score -65640.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -65643.406250 Penalty: 697.839050
	Iteration 22Q: 3 clusters Score -65643.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -65645.453125 Penalty: 697.839050
	Iteration 23Q: 3 clusters Score -65645.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -65647.257812 Penalty: 697.839050
	Iteration 24Q: 3 clusters Score -65647.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -65647.632812 Penalty: 697.839050
	Iteration 25Q: 3 clusters Score -65647.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -65648.156250 Penalty: 697.839050
	Iteration 26Q: 3 clusters Score -65648.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -65648.414062 Penalty: 697.839050
	Iteration 27Q: 3 clusters Score -65648.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -65648.750000 Penalty: 697.839050
	Iteration 28Q: 3 clusters Score -65648.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -65648.890625 Penalty: 697.839050
	Iteration 29Q: 3 clusters Score -65648.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -65648.898438 Penalty: 697.839050
	Iteration 30Q: 3 clusters Score -65648.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -65648.898438 Penalty: 697.839050
	Iteration 31F: 3 clusters Score -65648.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 3219 members 
Mstep: Class 5 contains 10546 members 
Mstep: Class 6 contains 480172 members 
Mstep: Class 7 contains 10605 members 
Mstep: Class 8 contains 18042 members 
Mstep: Class 9 contains 1739 members 
Mstep: Class 10 contains 16298 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 12771 members 
Mstep: Class 13 contains 7099 members 
Mstep: Class 14 contains 13231 members 
Mstep: Class 15 contains 17826 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 565447 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 8066 members 
Mstep: Class 20 contains 13400 members 
Mstep: Class 21 contains 11884 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 22999 members 
Mstep: Class 24 contains 8575 members 
Mstep: Class 25 contains 16941 members 
Mstep: Class 26 contains 108405 members 
Mstep: Class 27 contains 9687 members 
Mstep: Class 28 contains 1255 members 
Entering Unmasked Estep 
Score: -50351052.000000 Penalty: 18018.652344
Splitting cluster 1 changes total score from -50350368.000000 to -50351052.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 2 (12963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Entering Unmasked Estep 
Score: -479491.312500 Penalty: 430.878387
	Iteration 0F: 2 clusters Score -479491.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -470892.562500 Penalty: 861.756775
	Iteration 0F: 3 clusters Score -470892.6 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -474885.968750 Penalty: 861.756775
	Iteration 1F: 3 clusters Score -474886 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -475422.875000 Penalty: 861.756775
	Iteration 2F: 3 clusters Score -475422.9 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -476069.687500 Penalty: 861.756775
	Iteration 3F: 3 clusters Score -476069.7 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -476734.687500 Penalty: 861.756775
	Iteration 4F: 3 clusters Score -476734.7 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -477378.937500 Penalty: 861.756775
	Iteration 5F: 3 clusters Score -477378.9 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -477917.062500 Penalty: 861.756775
	Iteration 6F: 3 clusters Score -477917.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -478355.968750 Penalty: 861.756775
	Iteration 7Q: 3 clusters Score -478356 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -478728.125000 Penalty: 861.756775
	Iteration 8Q: 3 clusters Score -478728.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -479090.593750 Penalty: 861.756775
	Iteration 9Q: 3 clusters Score -479090.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -479332.125000 Penalty: 861.756775
	Iteration 10Q: 3 clusters Score -479332.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -479380.062500 Penalty: 861.756775
	Iteration 11Q: 3 clusters Score -479380.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -479398.875000 Penalty: 861.756775
	Iteration 12Q: 3 clusters Score -479398.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -479407.656250 Penalty: 861.756775
	Iteration 13Q: 3 clusters Score -479407.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -479412.375000 Penalty: 861.756775
	Iteration 14Q: 3 clusters Score -479412.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -479417.062500 Penalty: 861.756775
	Iteration 15Q: 3 clusters Score -479417.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -479421.593750 Penalty: 861.756775
	Iteration 16Q: 3 clusters Score -479421.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -479424.656250 Penalty: 861.756775
	Iteration 17Q: 3 clusters Score -479424.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -479428.656250 Penalty: 861.756775
	Iteration 18Q: 3 clusters Score -479428.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -479428.000000 Penalty: 861.756775
	Iteration 19Q: 3 clusters Score -479428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -479429.187500 Penalty: 861.756775
	Iteration 20F: 3 clusters Score -479429.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -479429.093750 Penalty: 861.756775
	Iteration 21Q: 3 clusters Score -479429.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -479429.625000 Penalty: 861.756775
	Iteration 22Q: 3 clusters Score -479429.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -479429.625000 Penalty: 861.756775
	Iteration 23F: 3 clusters Score -479429.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Entering Unmasked Estep 
Score: -58423.250000 Penalty: 346.045349
	Iteration 0F: 2 clusters Score -58423.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -56938.707031 Penalty: 692.090698
	Iteration 0F: 3 clusters Score -56938.71 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -57451.351562 Penalty: 692.090698
	Iteration 1F: 3 clusters Score -57451.35 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -57604.289062 Penalty: 692.090698
	Iteration 2F: 3 clusters Score -57604.29 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -57726.355469 Penalty: 692.090698
	Iteration 3F: 3 clusters Score -57726.36 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -57821.929688 Penalty: 692.090698
	Iteration 4F: 3 clusters Score -57821.93 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -57907.730469 Penalty: 692.090698
	Iteration 5F: 3 clusters Score -57907.73 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -57979.800781 Penalty: 692.090698
	Iteration 6Q: 3 clusters Score -57979.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -58036.500000 Penalty: 692.090698
	Iteration 7Q: 3 clusters Score -58036.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -58082.433594 Penalty: 692.090698
	Iteration 8Q: 3 clusters Score -58082.43 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -58116.433594 Penalty: 692.090698
	Iteration 9Q: 3 clusters Score -58116.43 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -58145.546875 Penalty: 692.090698
	Iteration 10Q: 3 clusters Score -58145.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -58170.988281 Penalty: 692.090698
	Iteration 11Q: 3 clusters Score -58170.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -58201.019531 Penalty: 692.090698
	Iteration 12Q: 3 clusters Score -58201.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -58217.644531 Penalty: 692.090698
	Iteration 13Q: 3 clusters Score -58217.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -58231.933594 Penalty: 692.090698
	Iteration 14Q: 3 clusters Score -58231.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -58251.148438 Penalty: 692.090698
	Iteration 15Q: 3 clusters Score -58251.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -58259.605469 Penalty: 692.090698
	Iteration 16Q: 3 clusters Score -58259.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -58265.312500 Penalty: 692.090698
	Iteration 17Q: 3 clusters Score -58265.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -58270.589844 Penalty: 692.090698
	Iteration 18Q: 3 clusters Score -58270.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -58271.781250 Penalty: 692.090698
	Iteration 19Q: 3 clusters Score -58271.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -58273.058594 Penalty: 692.090698
	Iteration 20F: 3 clusters Score -58273.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -58275.097656 Penalty: 692.090698
	Iteration 21Q: 3 clusters Score -58275.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -58276.320312 Penalty: 692.090698
	Iteration 22Q: 3 clusters Score -58276.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -58277.671875 Penalty: 692.090698
	Iteration 23Q: 3 clusters Score -58277.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -58279.226562 Penalty: 692.090698
	Iteration 24Q: 3 clusters Score -58279.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -58281.183594 Penalty: 692.090698
	Iteration 25Q: 3 clusters Score -58281.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -58282.164062 Penalty: 692.090698
	Iteration 26Q: 3 clusters Score -58282.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -58283.582031 Penalty: 692.090698
	Iteration 27Q: 3 clusters Score -58283.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -58284.984375 Penalty: 692.090698
	Iteration 28Q: 3 clusters Score -58284.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -58288.578125 Penalty: 692.090698
	Iteration 29Q: 3 clusters Score -58288.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -58291.332031 Penalty: 692.090698
	Iteration 30Q: 3 clusters Score -58291.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -58292.253906 Penalty: 692.090698
	Iteration 31Q: 3 clusters Score -58292.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -58293.113281 Penalty: 692.090698
	Iteration 32Q: 3 clusters Score -58293.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -58293.691406 Penalty: 692.090698
	Iteration 33Q: 3 clusters Score -58293.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -58294.390625 Penalty: 692.090698
	Iteration 34Q: 3 clusters Score -58294.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -58296.078125 Penalty: 692.090698
	Iteration 35Q: 3 clusters Score -58296.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -58296.625000 Penalty: 692.090698
	Iteration 36Q: 3 clusters Score -58296.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -58296.703125 Penalty: 692.090698
	Iteration 37Q: 3 clusters Score -58296.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -58296.703125 Penalty: 692.090698
	Iteration 38F: 3 clusters Score -58296.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Entering Unmasked Estep 
Score: -108693.101562 Penalty: 367.495575
	Iteration 0F: 2 clusters Score -108693.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -106489.156250 Penalty: 734.991150
	Iteration 0F: 3 clusters Score -106489.2 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -108126.851562 Penalty: 734.991150
	Iteration 1F: 3 clusters Score -108126.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -109211.984375 Penalty: 734.991150
	Iteration 2F: 3 clusters Score -109212 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -109617.484375 Penalty: 734.991150
	Iteration 3F: 3 clusters Score -109617.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -109758.656250 Penalty: 734.991150
	Iteration 4Q: 3 clusters Score -109758.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -109812.820312 Penalty: 734.991150
	Iteration 5Q: 3 clusters Score -109812.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -109847.671875 Penalty: 734.991150
	Iteration 6Q: 3 clusters Score -109847.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -109863.703125 Penalty: 734.991150
	Iteration 7Q: 3 clusters Score -109863.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -109870.867188 Penalty: 734.991150
	Iteration 8Q: 3 clusters Score -109870.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -109879.156250 Penalty: 734.991150
	Iteration 9Q: 3 clusters Score -109879.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -109884.234375 Penalty: 734.991150
	Iteration 10Q: 3 clusters Score -109884.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -109887.593750 Penalty: 734.991150
	Iteration 11Q: 3 clusters Score -109887.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -109889.187500 Penalty: 734.991150
	Iteration 12Q: 3 clusters Score -109889.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -109890.070312 Penalty: 734.991150
	Iteration 13Q: 3 clusters Score -109890.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -109890.796875 Penalty: 734.991150
	Iteration 14Q: 3 clusters Score -109890.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -109891.109375 Penalty: 734.991150
	Iteration 15Q: 3 clusters Score -109891.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -109891.242188 Penalty: 734.991150
	Iteration 16Q: 3 clusters Score -109891.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -109892.382812 Penalty: 734.991150
	Iteration 17Q: 3 clusters Score -109892.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -109892.640625 Penalty: 734.991150
	Iteration 18Q: 3 clusters Score -109892.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -109892.796875 Penalty: 734.991150
	Iteration 19Q: 3 clusters Score -109892.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -109892.796875 Penalty: 734.991150
	Iteration 20F: 3 clusters Score -109892.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 10546 members 
Mstep: Class 6 contains 480172 members 
Mstep: Class 7 contains 10605 members 
Mstep: Class 8 contains 18042 members 
Mstep: Class 9 contains 1739 members 
Mstep: Class 10 contains 16298 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 12771 members 
Mstep: Class 13 contains 7099 members 
Mstep: Class 14 contains 13231 members 
Mstep: Class 15 contains 17826 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 565447 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 8066 members 
Mstep: Class 20 contains 13400 members 
Mstep: Class 21 contains 11884 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 22999 members 
Mstep: Class 24 contains 8575 members 
Mstep: Class 25 contains 16941 members 
Mstep: Class 26 contains 108405 members 
Mstep: Class 27 contains 9687 members 
Mstep: Class 28 contains 1255 members 
Mstep: Class 29 contains 1098 members 
Entering Unmasked Estep 
Score: -50352048.000000 Penalty: 18662.175781
Splitting cluster 4 changes total score from -50350368.000000 to -50352048.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 5 (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: -388620.718750 Penalty: 421.489349
	Iteration 0F: 2 clusters Score -388620.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -381645.687500 Penalty: 842.978699
	Iteration 0F: 3 clusters Score -381645.7 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -384605.812500 Penalty: 842.978699
	Iteration 1F: 3 clusters Score -384605.8 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -385163.937500 Penalty: 842.978699
	Iteration 2F: 3 clusters Score -385163.9 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -385971.031250 Penalty: 842.978699
	Iteration 3F: 3 clusters Score -385971 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -386901.625000 Penalty: 842.978699
	Iteration 4F: 3 clusters Score -386901.6 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -387578.062500 Penalty: 842.978699
	Iteration 5F: 3 clusters Score -387578.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -387943.531250 Penalty: 842.978699
	Iteration 6F: 3 clusters Score -387943.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -388116.250000 Penalty: 842.978699
	Iteration 7Q: 3 clusters Score -388116.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -388201.406250 Penalty: 842.978699
	Iteration 8Q: 3 clusters Score -388201.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -388241.187500 Penalty: 842.978699
	Iteration 9Q: 3 clusters Score -388241.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -388269.093750 Penalty: 842.978699
	Iteration 10Q: 3 clusters Score -388269.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -388286.968750 Penalty: 842.978699
	Iteration 11Q: 3 clusters Score -388287 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -388301.375000 Penalty: 842.978699
	Iteration 12Q: 3 clusters Score -388301.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -388306.000000 Penalty: 842.978699
	Iteration 13Q: 3 clusters Score -388306 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -388309.906250 Penalty: 842.978699
	Iteration 14Q: 3 clusters Score -388309.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -388314.218750 Penalty: 842.978699
	Iteration 15Q: 3 clusters Score -388314.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -388315.500000 Penalty: 842.978699
	Iteration 16Q: 3 clusters Score -388315.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -388317.437500 Penalty: 842.978699
	Iteration 17Q: 3 clusters Score -388317.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -388317.312500 Penalty: 842.978699
	Iteration 18Q: 3 clusters Score -388317.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -388316.906250 Penalty: 842.978699
	Iteration 19Q: 3 clusters Score -388316.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -388317.906250 Penalty: 842.978699
	Iteration 20F: 3 clusters Score -388317.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -388319.312500 Penalty: 842.978699
	Iteration 21Q: 3 clusters Score -388319.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -388321.843750 Penalty: 842.978699
	Iteration 22Q: 3 clusters Score -388321.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -388323.156250 Penalty: 842.978699
	Iteration 23Q: 3 clusters Score -388323.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -388323.937500 Penalty: 842.978699
	Iteration 24Q: 3 clusters Score -388323.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -388326.812500 Penalty: 842.978699
	Iteration 25Q: 3 clusters Score -388326.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -388326.187500 Penalty: 842.978699
	Iteration 26Q: 3 clusters Score -388326.2 nChanged 18
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: -388329.718750 Penalty: 842.978699
	Iteration 27Q: 3 clusters Score -388329.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -388332.812500 Penalty: 842.978699
	Iteration 28Q: 3 clusters Score -388332.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -388334.156250 Penalty: 842.978699
	Iteration 29Q: 3 clusters Score -388334.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -388337.093750 Penalty: 842.978699
	Iteration 30Q: 3 clusters Score -388337.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -388338.750000 Penalty: 842.978699
	Iteration 31Q: 3 clusters Score -388338.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -388341.250000 Penalty: 842.978699
	Iteration 32Q: 3 clusters Score -388341.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -388341.750000 Penalty: 842.978699
	Iteration 33Q: 3 clusters Score -388341.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -388342.781250 Penalty: 842.978699
	Iteration 34Q: 3 clusters Score -388342.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -388346.062500 Penalty: 842.978699
	Iteration 35Q: 3 clusters Score -388346.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -388348.281250 Penalty: 842.978699
	Iteration 36Q: 3 clusters Score -388348.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -388350.687500 Penalty: 842.978699
	Iteration 37Q: 3 clusters Score -388350.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -388351.937500 Penalty: 842.978699
	Iteration 38Q: 3 clusters Score -388351.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -388354.218750 Penalty: 842.978699
	Iteration 39Q: 3 clusters Score -388354.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -388356.281250 Penalty: 842.978699
	Iteration 40F: 3 clusters Score -388356.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -388356.937500 Penalty: 842.978699
	Iteration 41Q: 3 clusters Score -388356.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -388358.781250 Penalty: 842.978699
	Iteration 42Q: 3 clusters Score -388358.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -388361.375000 Penalty: 842.978699
	Iteration 43Q: 3 clusters Score -388361.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -388362.687500 Penalty: 842.978699
	Iteration 44Q: 3 clusters Score -388362.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -388364.531250 Penalty: 842.978699
	Iteration 45Q: 3 clusters Score -388364.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -388365.062500 Penalty: 842.978699
	Iteration 46Q: 3 clusters Score -388365.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -388367.062500 Penalty: 842.978699
	Iteration 47Q: 3 clusters Score -388367.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -388369.031250 Penalty: 842.978699
	Iteration 48Q: 3 clusters Score -388369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -388369.718750 Penalty: 842.978699
	Iteration 49Q: 3 clusters Score -388369.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -388370.875000 Penalty: 842.978699
	Iteration 50Q: 3 clusters Score -388370.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -388373.125000 Penalty: 842.978699
	Iteration 51Q: 3 clusters Score -388373.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -388374.625000 Penalty: 842.978699
	Iteration 52Q: 3 clusters Score -388374.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -388374.875000 Penalty: 842.978699
	Iteration 53Q: 3 clusters Score -388374.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -388375.843750 Penalty: 842.978699
	Iteration 54Q: 3 clusters Score -388375.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -388376.343750 Penalty: 842.978699
	Iteration 55Q: 3 clusters Score -388376.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -388377.000000 Penalty: 842.978699
	Iteration 56Q: 3 clusters Score -388377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -388377.500000 Penalty: 842.978699
	Iteration 57Q: 3 clusters Score -388377.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -388378.437500 Penalty: 842.978699
	Iteration 58Q: 3 clusters Score -388378.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -388378.531250 Penalty: 842.978699
	Iteration 59Q: 3 clusters Score -388378.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -388379.062500 Penalty: 842.978699
	Iteration 60F: 3 clusters Score -388379.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -388379.062500 Penalty: 842.978699
	Iteration 61Q: 3 clusters Score -388379.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -388378.968750 Penalty: 842.978699
	Iteration 62Q: 3 clusters Score -388379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -388378.718750 Penalty: 842.978699
	Iteration 63Q: 3 clusters Score -388378.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -388377.656250 Penalty: 842.978699
	Iteration 64Q: 3 clusters Score -388377.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -388380.281250 Penalty: 842.978699
	Iteration 65Q: 3 clusters Score -388380.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -388381.312500 Penalty: 842.978699
	Iteration 66Q: 3 clusters Score -388381.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -388381.437500 Penalty: 842.978699
	Iteration 67Q: 3 clusters Score -388381.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -388381.593750 Penalty: 842.978699
	Iteration 68Q: 3 clusters Score -388381.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -388382.531250 Penalty: 842.978699
	Iteration 69Q: 3 clusters Score -388382.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -388383.187500 Penalty: 842.978699
	Iteration 70Q: 3 clusters Score -388383.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -388383.750000 Penalty: 842.978699
	Iteration 71Q: 3 clusters Score -388383.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -388384.156250 Penalty: 842.978699
	Iteration 72Q: 3 clusters Score -388384.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -388386.000000 Penalty: 842.978699
	Iteration 73Q: 3 clusters Score -388386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -388387.062500 Penalty: 842.978699
	Iteration 74Q: 3 clusters Score -388387.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -388387.562500 Penalty: 842.978699
	Iteration 75Q: 3 clusters Score -388387.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -388388.156250 Penalty: 842.978699
	Iteration 76Q: 3 clusters Score -388388.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -388388.625000 Penalty: 842.978699
	Iteration 77Q: 3 clusters Score -388388.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -388389.062500 Penalty: 842.978699
	Iteration 78Q: 3 clusters Score -388389.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -388390.906250 Penalty: 842.978699
	Iteration 79Q: 3 clusters Score -388390.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -388389.656250 Penalty: 842.978699
	Iteration 80F: 3 clusters Score -388389.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -388390.562500 Penalty: 842.978699
	Iteration 81Q: 3 clusters Score -388390.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -388392.531250 Penalty: 842.978699
	Iteration 82Q: 3 clusters Score -388392.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -388392.562500 Penalty: 842.978699
	Iteration 83Q: 3 clusters Score -388392.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -388392.875000 Penalty: 842.978699
	Iteration 84Q: 3 clusters Score -388392.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -388393.656250 Penalty: 842.978699
	Iteration 85Q: 3 clusters Score -388393.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -388393.906250 Penalty: 842.978699
	Iteration 86Q: 3 clusters Score -388393.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -388393.218750 Penalty: 842.978699
	Iteration 87Q: 3 clusters Score -388393.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -388395.625000 Penalty: 842.978699
	Iteration 88Q: 3 clusters Score -388395.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -388395.843750 Penalty: 842.978699
	Iteration 89Q: 3 clusters Score -388395.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -388395.156250 Penalty: 842.978699
	Iteration 90Q: 3 clusters Score -388395.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -388396.093750 Penalty: 842.978699
	Iteration 91Q: 3 clusters Score -388396.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -388396.937500 Penalty: 842.978699
	Iteration 92Q: 3 clusters Score -388396.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -388397.468750 Penalty: 842.978699
	Iteration 93Q: 3 clusters Score -388397.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -388398.093750 Penalty: 842.978699
	Iteration 94Q: 3 clusters Score -388398.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -388399.000000 Penalty: 842.978699
	Iteration 95Q: 3 clusters Score -388399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -388400.968750 Penalty: 842.978699
	Iteration 96Q: 3 clusters Score -388401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -388402.531250 Penalty: 842.978699
	Iteration 97Q: 3 clusters Score -388402.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -388403.687500 Penalty: 842.978699
	Iteration 98Q: 3 clusters Score -388403.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -388404.437500 Penalty: 842.978699
	Iteration 99Q: 3 clusters Score -388404.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -388407.281250 Penalty: 842.978699
	Iteration 100F: 3 clusters Score -388407.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -388407.593750 Penalty: 842.978699
	Iteration 101Q: 3 clusters Score -388407.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -388410.093750 Penalty: 842.978699
	Iteration 102Q: 3 clusters Score -388410.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -388410.218750 Penalty: 842.978699
	Iteration 103Q: 3 clusters Score -388410.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -388410.437500 Penalty: 842.978699
	Iteration 104Q: 3 clusters Score -388410.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -388410.593750 Penalty: 842.978699
	Iteration 105Q: 3 clusters Score -388410.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -388410.500000 Penalty: 842.978699
	Iteration 106Q: 3 clusters Score -388410.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -388411.031250 Penalty: 842.978699
	Iteration 107Q: 3 clusters Score -388411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -388411.656250 Penalty: 842.978699
	Iteration 108Q: 3 clusters Score -388411.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -388412.062500 Penalty: 842.978699
	Iteration 109Q: 3 clusters Score -388412.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -388412.312500 Penalty: 842.978699
	Iteration 110Q: 3 clusters Score -388412.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -388412.062500 Penalty: 842.978699
	Iteration 111Q: 3 clusters Score -388412.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -388412.531250 Penalty: 842.978699
	Iteration 112Q: 3 clusters Score -388412.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -388412.875000 Penalty: 842.978699
	Iteration 113Q: 3 clusters Score -388412.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -388412.875000 Penalty: 842.978699
	Iteration 114F: 3 clusters Score -388412.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (480172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480172 members 
Entering Unmasked Estep 
Score: -18411636.000000 Penalty: 595.226440
	Iteration 0F: 2 clusters Score -1.841164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240081 members 
Mstep: Class 2 contains 240091 members 
Entering Unmasked Estep 
Score: -18089394.000000 Penalty: 1190.452881
	Iteration 0F: 3 clusters Score -1.808939e+07 nChanged 237955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237304 members 
Mstep: Class 2 contains 242868 members 
Entering Unmasked Estep 
Score: -18234658.000000 Penalty: 1190.452881
	Iteration 1F: 3 clusters Score -1.823466e+07 nChanged 15848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234096 members 
Mstep: Class 2 contains 246076 members 
Entering Unmasked Estep 
Score: -18239938.000000 Penalty: 1190.452881
	Iteration 2Q: 3 clusters Score -1.823994e+07 nChanged 19648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229092 members 
Mstep: Class 2 contains 251080 members 
Entering Unmasked Estep 
Score: -18248494.000000 Penalty: 1190.452881
	Iteration 3Q: 3 clusters Score -1.824849e+07 nChanged 23789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222503 members 
Mstep: Class 2 contains 257669 members 
Entering Unmasked Estep 
Score: -18262988.000000 Penalty: 1190.452881
	Iteration 4Q: 3 clusters Score -1.826299e+07 nChanged 28563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215262 members 
Mstep: Class 2 contains 264910 members 
Entering Unmasked Estep 
Score: -18285134.000000 Penalty: 1190.452881
	Iteration 5F: 3 clusters Score -1.828513e+07 nChanged 31237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208565 members 
Mstep: Class 2 contains 271607 members 
Entering Unmasked Estep 
Score: -18310162.000000 Penalty: 1190.452881
	Iteration 6F: 3 clusters Score -1.831016e+07 nChanged 26854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203477 members 
Mstep: Class 2 contains 276695 members 
Entering Unmasked Estep 
Score: -18324966.000000 Penalty: 1190.452881
	Iteration 7F: 3 clusters Score -1.832497e+07 nChanged 16323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198872 members 
Mstep: Class 2 contains 281300 members 
Entering Unmasked Estep 
Score: -18329086.000000 Penalty: 1190.452881
	Iteration 8Q: 3 clusters Score -1.832909e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193883 members 
Mstep: Class 2 contains 286289 members 
Entering Unmasked Estep 
Score: -18330322.000000 Penalty: 1190.452881
	Iteration 9Q: 3 clusters Score -1.833032e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188499 members 
Mstep: Class 2 contains 291673 members 
Entering Unmasked Estep 
Score: -18331118.000000 Penalty: 1190.452881
	Iteration 10Q: 3 clusters Score -1.833112e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182787 members 
Mstep: Class 2 contains 297385 members 
Entering Unmasked Estep 
Score: -18331926.000000 Penalty: 1190.452881
	Iteration 11Q: 3 clusters Score -1.833193e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176501 members 
Mstep: Class 2 contains 303671 members 
Entering Unmasked Estep 
Score: -18332972.000000 Penalty: 1190.452881
	Iteration 12Q: 3 clusters Score -1.833297e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169631 members 
Mstep: Class 2 contains 310541 members 
Entering Unmasked Estep 
Score: -18334338.000000 Penalty: 1190.452881
	Iteration 13Q: 3 clusters Score -1.833434e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162266 members 
Mstep: Class 2 contains 317906 members 
Entering Unmasked Estep 
Score: -18335896.000000 Penalty: 1190.452881
	Iteration 14Q: 3 clusters Score -1.83359e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154291 members 
Mstep: Class 2 contains 325881 members 
Entering Unmasked Estep 
Score: -18337684.000000 Penalty: 1190.452881
	Iteration 15Q: 3 clusters Score -1.833768e+07 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145640 members 
Mstep: Class 2 contains 334532 members 
Entering Unmasked Estep 
Score: -18339752.000000 Penalty: 1190.452881
	Iteration 16Q: 3 clusters Score -1.833975e+07 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136289 members 
Mstep: Class 2 contains 343883 members 
Entering Unmasked Estep 
Score: -18342328.000000 Penalty: 1190.452881
	Iteration 17Q: 3 clusters Score -1.834233e+07 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126274 members 
Mstep: Class 2 contains 353898 members 
Entering Unmasked Estep 
Score: -18345810.000000 Penalty: 1190.452881
	Iteration 18Q: 3 clusters Score -1.834581e+07 nChanged 10791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115483 members 
Mstep: Class 2 contains 364689 members 
Entering Unmasked Estep 
Score: -18349362.000000 Penalty: 1190.452881
	Iteration 19Q: 3 clusters Score -1.834936e+07 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104207 members 
Mstep: Class 2 contains 375965 members 
Entering Unmasked Estep 
Score: -18353374.000000 Penalty: 1190.452881
	Iteration 20F: 3 clusters Score -1.835337e+07 nChanged 11756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92451 members 
Mstep: Class 2 contains 387721 members 
Entering Unmasked Estep 
Score: -18358354.000000 Penalty: 1190.452881
	Iteration 21Q: 3 clusters Score -1.835835e+07 nChanged 12035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80416 members 
Mstep: Class 2 contains 399756 members 
Entering Unmasked Estep 
Score: -18363434.000000 Penalty: 1190.452881
	Iteration 22Q: 3 clusters Score -1.836343e+07 nChanged 11713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68703 members 
Mstep: Class 2 contains 411469 members 
Entering Unmasked Estep 
Score: -18368988.000000 Penalty: 1190.452881
	Iteration 23Q: 3 clusters Score -1.836899e+07 nChanged 11649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57054 members 
Mstep: Class 2 contains 423118 members 
Entering Unmasked Estep 
Score: -18375484.000000 Penalty: 1190.452881
	Iteration 24Q: 3 clusters Score -1.837548e+07 nChanged 10985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 434103 members 
Entering Unmasked Estep 
Score: -18381762.000000 Penalty: 1190.452881
	Iteration 25Q: 3 clusters Score -1.838176e+07 nChanged 10127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 444230 members 
Entering Unmasked Estep 
Score: -18387796.000000 Penalty: 1190.452881
	Iteration 26Q: 3 clusters Score -1.83878e+07 nChanged 8936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 453166 members 
Entering Unmasked Estep 
Score: -18393256.000000 Penalty: 1190.452881
	Iteration 27Q: 3 clusters Score -1.839326e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 460667 members 
Entering Unmasked Estep 
Score: -18397884.000000 Penalty: 1190.452881
	Iteration 28Q: 3 clusters Score -1.839788e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 466721 members 
Entering Unmasked Estep 
Score: -18401874.000000 Penalty: 1190.452881
	Iteration 29Q: 3 clusters Score -1.840187e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 471508 members 
Entering Unmasked Estep 
Score: -18405148.000000 Penalty: 1190.452881
	Iteration 30Q: 3 clusters Score -1.840515e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 475013 members 
Entering Unmasked Estep 
Score: -18407516.000000 Penalty: 1190.452881
	Iteration 31Q: 3 clusters Score -1.840752e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 477390 members 
Entering Unmasked Estep 
Score: -18409174.000000 Penalty: 1190.452881
	Iteration 32Q: 3 clusters Score -1.840917e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 478770 members 
Entering Unmasked Estep 
Score: -18410186.000000 Penalty: 1190.452881
	Iteration 33Q: 3 clusters Score -1.841019e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 479485 members 
Entering Unmasked Estep 
Score: -18410700.000000 Penalty: 1190.452881
	Iteration 34Q: 3 clusters Score -1.84107e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 479811 members 
Entering Unmasked Estep 
Score: -18410924.000000 Penalty: 1190.452881
	Iteration 35Q: 3 clusters Score -1.841092e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 479952 members 
Entering Unmasked Estep 
Score: -18411044.000000 Penalty: 1190.452881
	Iteration 36Q: 3 clusters Score -1.841104e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 480011 members 
Entering Unmasked Estep 
Score: -18411054.000000 Penalty: 1190.452881
	Iteration 37Q: 3 clusters Score -1.841105e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 480041 members 
Entering Unmasked Estep 
Score: -18411066.000000 Penalty: 1190.452881
	Iteration 38Q: 3 clusters Score -1.841107e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 480057 members 
Entering Unmasked Estep 
Score: -18411092.000000 Penalty: 1190.452881
	Iteration 39Q: 3 clusters Score -1.841109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 480065 members 
Entering Unmasked Estep 
Score: -18411092.000000 Penalty: 1190.452881
	Iteration 40F: 3 clusters Score -1.841109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 480069 members 
Entering Unmasked Estep 
Score: -18411092.000000 Penalty: 1190.452881
	Iteration 41Q: 3 clusters Score -1.841109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 480072 members 
Entering Unmasked Estep 
Score: -18411106.000000 Penalty: 1190.452881
	Iteration 42Q: 3 clusters Score -1.841111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 480075 members 
Entering Unmasked Estep 
Score: -18411102.000000 Penalty: 1190.452881
	Iteration 43Q: 3 clusters Score -1.84111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 480077 members 
Entering Unmasked Estep 
Score: -18411110.000000 Penalty: 1190.452881
	Iteration 44Q: 3 clusters Score -1.841111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 480077 members 
Entering Unmasked Estep 
Score: -18411110.000000 Penalty: 1190.452881
	Iteration 45F: 3 clusters Score -1.841111e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Entering Unmasked Estep 
Score: -389221.281250 Penalty: 421.743195
	Iteration 0F: 2 clusters Score -389221.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -382257.968750 Penalty: 843.486389
	Iteration 0F: 3 clusters Score -382258 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -385201.718750 Penalty: 843.486389
	Iteration 1F: 3 clusters Score -385201.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -385476.093750 Penalty: 843.486389
	Iteration 2F: 3 clusters Score -385476.1 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -385849.468750 Penalty: 843.486389
	Iteration 3F: 3 clusters Score -385849.5 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -386291.093750 Penalty: 843.486389
	Iteration 4F: 3 clusters Score -386291.1 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -386866.468750 Penalty: 843.486389
	Iteration 5F: 3 clusters Score -386866.5 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -387474.468750 Penalty: 843.486389
	Iteration 6F: 3 clusters Score -387474.5 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -387995.781250 Penalty: 843.486389
	Iteration 7F: 3 clusters Score -387995.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -388408.843750 Penalty: 843.486389
	Iteration 8Q: 3 clusters Score -388408.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -388640.031250 Penalty: 843.486389
	Iteration 9Q: 3 clusters Score -388640 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -388745.812500 Penalty: 843.486389
	Iteration 10Q: 3 clusters Score -388745.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -388790.937500 Penalty: 843.486389
	Iteration 11Q: 3 clusters Score -388790.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -388812.562500 Penalty: 843.486389
	Iteration 12Q: 3 clusters Score -388812.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -388825.562500 Penalty: 843.486389
	Iteration 13Q: 3 clusters Score -388825.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -388836.906250 Penalty: 843.486389
	Iteration 14Q: 3 clusters Score -388836.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -388843.906250 Penalty: 843.486389
	Iteration 15Q: 3 clusters Score -388843.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -388846.812500 Penalty: 843.486389
	Iteration 16Q: 3 clusters Score -388846.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -388846.812500 Penalty: 843.486389
	Iteration 17F: 3 clusters Score -388846.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Entering Unmasked Estep 
Score: -650997.625000 Penalty: 445.920837
	Iteration 0F: 2 clusters Score -650997.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -638985.250000 Penalty: 891.841675
	Iteration 0F: 3 clusters Score -638985.2 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -644449.750000 Penalty: 891.841675
	Iteration 1F: 3 clusters Score -644449.8 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -645277.750000 Penalty: 891.841675
	Iteration 2F: 3 clusters Score -645277.8 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -646239.562500 Penalty: 891.841675
	Iteration 3F: 3 clusters Score -646239.6 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -647108.437500 Penalty: 891.841675
	Iteration 4F: 3 clusters Score -647108.4 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -647858.250000 Penalty: 891.841675
	Iteration 5F: 3 clusters Score -647858.2 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -648449.562500 Penalty: 891.841675
	Iteration 6F: 3 clusters Score -648449.6 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -648843.250000 Penalty: 891.841675
	Iteration 7Q: 3 clusters Score -648843.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -649065.187500 Penalty: 891.841675
	Iteration 8Q: 3 clusters Score -649065.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -649189.312500 Penalty: 891.841675
	Iteration 9Q: 3 clusters Score -649189.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -649265.875000 Penalty: 891.841675
	Iteration 10Q: 3 clusters Score -649265.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -649311.062500 Penalty: 891.841675
	Iteration 11Q: 3 clusters Score -649311.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -649342.625000 Penalty: 891.841675
	Iteration 12Q: 3 clusters Score -649342.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -649363.875000 Penalty: 891.841675
	Iteration 13Q: 3 clusters Score -649363.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -649377.500000 Penalty: 891.841675
	Iteration 14Q: 3 clusters Score -649377.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -649389.750000 Penalty: 891.841675
	Iteration 15Q: 3 clusters Score -649389.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -649396.875000 Penalty: 891.841675
	Iteration 16Q: 3 clusters Score -649396.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -649402.750000 Penalty: 891.841675
	Iteration 17Q: 3 clusters Score -649402.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -649407.812500 Penalty: 891.841675
	Iteration 18Q: 3 clusters Score -649407.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -649413.500000 Penalty: 891.841675
	Iteration 19Q: 3 clusters Score -649413.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -649417.562500 Penalty: 891.841675
	Iteration 20F: 3 clusters Score -649417.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -649417.500000 Penalty: 891.841675
	Iteration 21Q: 3 clusters Score -649417.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -649420.750000 Penalty: 891.841675
	Iteration 22Q: 3 clusters Score -649420.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -649423.250000 Penalty: 891.841675
	Iteration 23Q: 3 clusters Score -649423.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -649427.125000 Penalty: 891.841675
	Iteration 24Q: 3 clusters Score -649427.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -649427.250000 Penalty: 891.841675
	Iteration 25Q: 3 clusters Score -649427.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -649426.125000 Penalty: 891.841675
	Iteration 26Q: 3 clusters Score -649426.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -649431.125000 Penalty: 891.841675
	Iteration 27Q: 3 clusters Score -649431.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -649433.687500 Penalty: 891.841675
	Iteration 28Q: 3 clusters Score -649433.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -649433.000000 Penalty: 891.841675
	Iteration 29Q: 3 clusters Score -649433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -649433.125000 Penalty: 891.841675
	Iteration 30Q: 3 clusters Score -649433.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -649431.687500 Penalty: 891.841675
	Iteration 31Q: 3 clusters Score -649431.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -649432.687500 Penalty: 891.841675
	Iteration 32Q: 3 clusters Score -649432.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -649433.750000 Penalty: 891.841675
	Iteration 33Q: 3 clusters Score -649433.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -649435.437500 Penalty: 891.841675
	Iteration 34Q: 3 clusters Score -649435.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -649435.812500 Penalty: 891.841675
	Iteration 35Q: 3 clusters Score -649435.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -649436.437500 Penalty: 891.841675
	Iteration 36Q: 3 clusters Score -649436.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -649437.000000 Penalty: 891.841675
	Iteration 37Q: 3 clusters Score -649437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -649436.937500 Penalty: 891.841675
	Iteration 38Q: 3 clusters Score -649436.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -649436.875000 Penalty: 891.841675
	Iteration 39Q: 3 clusters Score -649436.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -649437.000000 Penalty: 891.841675
	Iteration 40F: 3 clusters Score -649437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -649436.125000 Penalty: 891.841675
	Iteration 41Q: 3 clusters Score -649436.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -649436.000000 Penalty: 891.841675
	Iteration 42Q: 3 clusters Score -649436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -649437.625000 Penalty: 891.841675
	Iteration 43Q: 3 clusters Score -649437.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -649439.375000 Penalty: 891.841675
	Iteration 44Q: 3 clusters Score -649439.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -649437.500000 Penalty: 891.841675
	Iteration 45Q: 3 clusters Score -649437.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -649436.000000 Penalty: 891.841675
	Iteration 46Q: 3 clusters Score -649436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -649436.937500 Penalty: 891.841675
	Iteration 47Q: 3 clusters Score -649436.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -649438.375000 Penalty: 891.841675
	Iteration 48Q: 3 clusters Score -649438.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -649438.875000 Penalty: 891.841675
	Iteration 49Q: 3 clusters Score -649438.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -649440.687500 Penalty: 891.841675
	Iteration 50Q: 3 clusters Score -649440.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -649442.687500 Penalty: 891.841675
	Iteration 51Q: 3 clusters Score -649442.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -649445.437500 Penalty: 891.841675
	Iteration 52Q: 3 clusters Score -649445.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -649444.937500 Penalty: 891.841675
	Iteration 53Q: 3 clusters Score -649444.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -649443.937500 Penalty: 891.841675
	Iteration 54Q: 3 clusters Score -649443.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -649446.062500 Penalty: 891.841675
	Iteration 55Q: 3 clusters Score -649446.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -649448.062500 Penalty: 891.841675
	Iteration 56Q: 3 clusters Score -649448.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -649447.062500 Penalty: 891.841675
	Iteration 57Q: 3 clusters Score -649447.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -649452.437500 Penalty: 891.841675
	Iteration 58Q: 3 clusters Score -649452.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -649453.000000 Penalty: 891.841675
	Iteration 59Q: 3 clusters Score -649453 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -649454.625000 Penalty: 891.841675
	Iteration 60F: 3 clusters Score -649454.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -649458.250000 Penalty: 891.841675
	Iteration 61Q: 3 clusters Score -649458.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -649457.062500 Penalty: 891.841675
	Iteration 62Q: 3 clusters Score -649457.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -649457.250000 Penalty: 891.841675
	Iteration 63Q: 3 clusters Score -649457.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -649459.750000 Penalty: 891.841675
	Iteration 64Q: 3 clusters Score -649459.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -649458.062500 Penalty: 891.841675
	Iteration 65Q: 3 clusters Score -649458.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -649458.250000 Penalty: 891.841675
	Iteration 66Q: 3 clusters Score -649458.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -649459.500000 Penalty: 891.841675
	Iteration 67Q: 3 clusters Score -649459.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -649461.000000 Penalty: 891.841675
	Iteration 68Q: 3 clusters Score -649461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -649462.500000 Penalty: 891.841675
	Iteration 69Q: 3 clusters Score -649462.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -649464.000000 Penalty: 891.841675
	Iteration 70Q: 3 clusters Score -649464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -649464.500000 Penalty: 891.841675
	Iteration 71Q: 3 clusters Score -649464.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -649464.875000 Penalty: 891.841675
	Iteration 72Q: 3 clusters Score -649464.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -649465.562500 Penalty: 891.841675
	Iteration 73Q: 3 clusters Score -649465.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -649470.812500 Penalty: 891.841675
	Iteration 74Q: 3 clusters Score -649470.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -649470.625000 Penalty: 891.841675
	Iteration 75Q: 3 clusters Score -649470.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -649472.750000 Penalty: 891.841675
	Iteration 76Q: 3 clusters Score -649472.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -649476.562500 Penalty: 891.841675
	Iteration 77Q: 3 clusters Score -649476.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -649480.375000 Penalty: 891.841675
	Iteration 78Q: 3 clusters Score -649480.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -649485.937500 Penalty: 891.841675
	Iteration 79Q: 3 clusters Score -649485.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -649488.625000 Penalty: 891.841675
	Iteration 80F: 3 clusters Score -649488.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -649493.437500 Penalty: 891.841675
	Iteration 81Q: 3 clusters Score -649493.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -649499.312500 Penalty: 891.841675
	Iteration 82Q: 3 clusters Score -649499.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -649504.125000 Penalty: 891.841675
	Iteration 83Q: 3 clusters Score -649504.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -649507.437500 Penalty: 891.841675
	Iteration 84Q: 3 clusters Score -649507.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -649511.437500 Penalty: 891.841675
	Iteration 85Q: 3 clusters Score -649511.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -649515.187500 Penalty: 891.841675
	Iteration 86Q: 3 clusters Score -649515.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -649518.000000 Penalty: 891.841675
	Iteration 87Q: 3 clusters Score -649518 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -649521.750000 Penalty: 891.841675
	Iteration 88Q: 3 clusters Score -649521.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -649523.687500 Penalty: 891.841675
	Iteration 89Q: 3 clusters Score -649523.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -649529.000000 Penalty: 891.841675
	Iteration 90Q: 3 clusters Score -649529 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -649532.312500 Penalty: 891.841675
	Iteration 91Q: 3 clusters Score -649532.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -649536.437500 Penalty: 891.841675
	Iteration 92Q: 3 clusters Score -649536.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -649542.750000 Penalty: 891.841675
	Iteration 93Q: 3 clusters Score -649542.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -649543.625000 Penalty: 891.841675
	Iteration 94Q: 3 clusters Score -649543.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -649550.250000 Penalty: 891.841675
	Iteration 95Q: 3 clusters Score -649550.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -649563.937500 Penalty: 891.841675
	Iteration 96Q: 3 clusters Score -649563.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -649569.187500 Penalty: 891.841675
	Iteration 97Q: 3 clusters Score -649569.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -649575.250000 Penalty: 891.841675
	Iteration 98Q: 3 clusters Score -649575.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -649583.875000 Penalty: 891.841675
	Iteration 99Q: 3 clusters Score -649583.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -649595.125000 Penalty: 891.841675
	Iteration 100F: 3 clusters Score -649595.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -649609.062500 Penalty: 891.841675
	Iteration 101Q: 3 clusters Score -649609.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -649622.187500 Penalty: 891.841675
	Iteration 102Q: 3 clusters Score -649622.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -649639.000000 Penalty: 891.841675
	Iteration 103Q: 3 clusters Score -649639 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -649658.312500 Penalty: 891.841675
	Iteration 104Q: 3 clusters Score -649658.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -649680.000000 Penalty: 891.841675
	Iteration 105Q: 3 clusters Score -649680 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -649700.375000 Penalty: 891.841675
	Iteration 106Q: 3 clusters Score -649700.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -649712.875000 Penalty: 891.841675
	Iteration 107Q: 3 clusters Score -649712.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -649726.375000 Penalty: 891.841675
	Iteration 108Q: 3 clusters Score -649726.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -649741.312500 Penalty: 891.841675
	Iteration 109Q: 3 clusters Score -649741.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -649755.562500 Penalty: 891.841675
	Iteration 110Q: 3 clusters Score -649755.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -649771.187500 Penalty: 891.841675
	Iteration 111Q: 3 clusters Score -649771.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -649792.500000 Penalty: 891.841675
	Iteration 112Q: 3 clusters Score -649792.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -649813.187500 Penalty: 891.841675
	Iteration 113Q: 3 clusters Score -649813.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -649840.437500 Penalty: 891.841675
	Iteration 114Q: 3 clusters Score -649840.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -649870.875000 Penalty: 891.841675
	Iteration 115Q: 3 clusters Score -649870.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -649905.937500 Penalty: 891.841675
	Iteration 116Q: 3 clusters Score -649905.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -649942.000000 Penalty: 891.841675
	Iteration 117Q: 3 clusters Score -649942 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -649979.937500 Penalty: 891.841675
	Iteration 118Q: 3 clusters Score -649979.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -650012.562500 Penalty: 891.841675
	Iteration 119Q: 3 clusters Score -650012.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -650045.312500 Penalty: 891.841675
	Iteration 120F: 3 clusters Score -650045.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -650079.937500 Penalty: 891.841675
	Iteration 121Q: 3 clusters Score -650079.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -650115.687500 Penalty: 891.841675
	Iteration 122Q: 3 clusters Score -650115.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -650149.812500 Penalty: 891.841675
	Iteration 123Q: 3 clusters Score -650149.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -650182.812500 Penalty: 891.841675
	Iteration 124Q: 3 clusters Score -650182.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -650212.312500 Penalty: 891.841675
	Iteration 125Q: 3 clusters Score -650212.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -650237.437500 Penalty: 891.841675
	Iteration 126Q: 3 clusters Score -650237.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -650264.250000 Penalty: 891.841675
	Iteration 127Q: 3 clusters Score -650264.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -650291.375000 Penalty: 891.841675
	Iteration 128Q: 3 clusters Score -650291.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -650312.875000 Penalty: 891.841675
	Iteration 129Q: 3 clusters Score -650312.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -650336.125000 Penalty: 891.841675
	Iteration 130Q: 3 clusters Score -650336.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -650359.062500 Penalty: 891.841675
	Iteration 131Q: 3 clusters Score -650359.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -650388.875000 Penalty: 891.841675
	Iteration 132Q: 3 clusters Score -650388.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -650418.375000 Penalty: 891.841675
	Iteration 133Q: 3 clusters Score -650418.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -650447.125000 Penalty: 891.841675
	Iteration 134Q: 3 clusters Score -650447.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -650472.187500 Penalty: 891.841675
	Iteration 135Q: 3 clusters Score -650472.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -650507.062500 Penalty: 891.841675
	Iteration 136Q: 3 clusters Score -650507.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -650565.750000 Penalty: 891.841675
	Iteration 137Q: 3 clusters Score -650565.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -650643.562500 Penalty: 891.841675
	Iteration 138Q: 3 clusters Score -650643.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -650753.812500 Penalty: 891.841675
	Iteration 139Q: 3 clusters Score -650753.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -650853.500000 Penalty: 891.841675
	Iteration 140F: 3 clusters Score -650853.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -650916.312500 Penalty: 891.841675
	Iteration 141Q: 3 clusters Score -650916.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -650954.187500 Penalty: 891.841675
	Iteration 142Q: 3 clusters Score -650954.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -650977.625000 Penalty: 891.841675
	Iteration 143Q: 3 clusters Score -650977.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -650989.875000 Penalty: 891.841675
	Iteration 144Q: 3 clusters Score -650989.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -651005.125000 Penalty: 891.841675
	Iteration 145Q: 3 clusters Score -651005.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -651018.437500 Penalty: 891.841675
	Iteration 146Q: 3 clusters Score -651018.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -651027.125000 Penalty: 891.841675
	Iteration 147Q: 3 clusters Score -651027.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -651035.000000 Penalty: 891.841675
	Iteration 148Q: 3 clusters Score -651035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -651038.437500 Penalty: 891.841675
	Iteration 149Q: 3 clusters Score -651038.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -651043.000000 Penalty: 891.841675
	Iteration 150Q: 3 clusters Score -651043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -651048.500000 Penalty: 891.841675
	Iteration 151Q: 3 clusters Score -651048.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -651051.062500 Penalty: 891.841675
	Iteration 152Q: 3 clusters Score -651051.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -651055.312500 Penalty: 891.841675
	Iteration 153Q: 3 clusters Score -651055.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -651058.437500 Penalty: 891.841675
	Iteration 154Q: 3 clusters Score -651058.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -651060.750000 Penalty: 891.841675
	Iteration 155Q: 3 clusters Score -651060.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -651065.750000 Penalty: 891.841675
	Iteration 156Q: 3 clusters Score -651065.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -651072.937500 Penalty: 891.841675
	Iteration 157Q: 3 clusters Score -651072.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -651074.562500 Penalty: 891.841675
	Iteration 158Q: 3 clusters Score -651074.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -651078.187500 Penalty: 891.841675
	Iteration 159Q: 3 clusters Score -651078.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -651078.937500 Penalty: 891.841675
	Iteration 160F: 3 clusters Score -651078.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -651080.375000 Penalty: 891.841675
	Iteration 161Q: 3 clusters Score -651080.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -651082.937500 Penalty: 891.841675
	Iteration 162Q: 3 clusters Score -651082.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -651084.375000 Penalty: 891.841675
	Iteration 163Q: 3 clusters Score -651084.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -651084.562500 Penalty: 891.841675
	Iteration 164Q: 3 clusters Score -651084.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -651086.375000 Penalty: 891.841675
	Iteration 165Q: 3 clusters Score -651086.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -651087.312500 Penalty: 891.841675
	Iteration 166Q: 3 clusters Score -651087.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -651088.187500 Penalty: 891.841675
	Iteration 167Q: 3 clusters Score -651088.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -651090.250000 Penalty: 891.841675
	Iteration 168Q: 3 clusters Score -651090.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -651091.750000 Penalty: 891.841675
	Iteration 169Q: 3 clusters Score -651091.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -651091.812500 Penalty: 891.841675
	Iteration 170Q: 3 clusters Score -651091.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -651093.750000 Penalty: 891.841675
	Iteration 171Q: 3 clusters Score -651093.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -651093.312500 Penalty: 891.841675
	Iteration 172Q: 3 clusters Score -651093.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -651092.687500 Penalty: 891.841675
	Iteration 173Q: 3 clusters Score -651092.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -651093.625000 Penalty: 891.841675
	Iteration 174Q: 3 clusters Score -651093.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -651093.625000 Penalty: 891.841675
	Iteration 175F: 3 clusters Score -651093.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 10546 members 
Mstep: Class 6 contains 480172 members 
Mstep: Class 7 contains 10605 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 1739 members 
Mstep: Class 10 contains 16298 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 12771 members 
Mstep: Class 13 contains 7099 members 
Mstep: Class 14 contains 13231 members 
Mstep: Class 15 contains 17826 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 565447 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 8066 members 
Mstep: Class 20 contains 13400 members 
Mstep: Class 21 contains 11884 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 22999 members 
Mstep: Class 24 contains 8575 members 
Mstep: Class 25 contains 16941 members 
Mstep: Class 26 contains 108405 members 
Mstep: Class 27 contains 9687 members 
Mstep: Class 28 contains 1255 members 
Mstep: Class 29 contains 1098 members 
Mstep: Class 30 contains 16853 members 
Entering Unmasked Estep 
Score: -50351860.000000 Penalty: 19305.699219
Splitting cluster 8 changes total score from -50350368.000000 to -50351860.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 9 (1739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Entering Unmasked Estep 
Score: -57478.574219 Penalty: 339.478485
	Iteration 0F: 2 clusters Score -57478.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -56207.476562 Penalty: 678.956970
	Iteration 0F: 3 clusters Score -56207.48 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -56809.152344 Penalty: 678.956970
	Iteration 1F: 3 clusters Score -56809.15 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -57096.855469 Penalty: 678.956970
	Iteration 2F: 3 clusters Score -57096.86 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -57323.199219 Penalty: 678.956970
	Iteration 3F: 3 clusters Score -57323.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -57451.480469 Penalty: 678.956970
	Iteration 4F: 3 clusters Score -57451.48 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -57511.542969 Penalty: 678.956970
	Iteration 5Q: 3 clusters Score -57511.54 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -57537.273438 Penalty: 678.956970
	Iteration 6Q: 3 clusters Score -57537.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -57550.453125 Penalty: 678.956970
	Iteration 7Q: 3 clusters Score -57550.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -57560.656250 Penalty: 678.956970
	Iteration 8Q: 3 clusters Score -57560.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -57567.457031 Penalty: 678.956970
	Iteration 9Q: 3 clusters Score -57567.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -57570.117188 Penalty: 678.956970
	Iteration 10Q: 3 clusters Score -57570.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -57572.847656 Penalty: 678.956970
	Iteration 11Q: 3 clusters Score -57572.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -57575.453125 Penalty: 678.956970
	Iteration 12Q: 3 clusters Score -57575.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -57578.441406 Penalty: 678.956970
	Iteration 13Q: 3 clusters Score -57578.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -57581.941406 Penalty: 678.956970
	Iteration 14Q: 3 clusters Score -57581.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -57587.800781 Penalty: 678.956970
	Iteration 15Q: 3 clusters Score -57587.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -57591.667969 Penalty: 678.956970
	Iteration 16Q: 3 clusters Score -57591.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -57596.179688 Penalty: 678.956970
	Iteration 17Q: 3 clusters Score -57596.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -57599.429688 Penalty: 678.956970
	Iteration 18Q: 3 clusters Score -57599.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -57603.199219 Penalty: 678.956970
	Iteration 19Q: 3 clusters Score -57603.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -57604.746094 Penalty: 678.956970
	Iteration 20F: 3 clusters Score -57604.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -57605.375000 Penalty: 678.956970
	Iteration 21Q: 3 clusters Score -57605.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -57605.375000 Penalty: 678.956970
	Iteration 22F: 3 clusters Score -57605.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 10546 members 
Mstep: Class 6 contains 480172 members 
Mstep: Class 7 contains 10605 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 16298 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 12771 members 
Mstep: Class 13 contains 7099 members 
Mstep: Class 14 contains 13231 members 
Mstep: Class 15 contains 17826 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 565447 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 8066 members 
Mstep: Class 20 contains 13400 members 
Mstep: Class 21 contains 11884 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 22999 members 
Mstep: Class 24 contains 8575 members 
Mstep: Class 25 contains 16941 members 
Mstep: Class 26 contains 108405 members 
Mstep: Class 27 contains 9687 members 
Mstep: Class 28 contains 1255 members 
Mstep: Class 29 contains 1098 members 
Mstep: Class 30 contains 16853 members 
Mstep: Class 31 contains 394 members 
Entering Unmasked Estep 
Score: -50351804.000000 Penalty: 19949.220703
Splitting cluster 9 changes total score from -50350368.000000 to -50351804.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 10 (16298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Entering Unmasked Estep 
Score: -579086.437500 Penalty: 441.295288
	Iteration 0F: 2 clusters Score -579086.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -568194.500000 Penalty: 882.590576
	Iteration 0F: 3 clusters Score -568194.5 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -573389.562500 Penalty: 882.590576
	Iteration 1F: 3 clusters Score -573389.6 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -574697.687500 Penalty: 882.590576
	Iteration 2F: 3 clusters Score -574697.7 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -575891.875000 Penalty: 882.590576
	Iteration 3F: 3 clusters Score -575891.9 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -576780.562500 Penalty: 882.590576
	Iteration 4F: 3 clusters Score -576780.6 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -577331.500000 Penalty: 882.590576
	Iteration 5F: 3 clusters Score -577331.5 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -577679.812500 Penalty: 882.590576
	Iteration 6Q: 3 clusters Score -577679.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -577933.312500 Penalty: 882.590576
	Iteration 7Q: 3 clusters Score -577933.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -578135.875000 Penalty: 882.590576
	Iteration 8Q: 3 clusters Score -578135.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -578297.000000 Penalty: 882.590576
	Iteration 9Q: 3 clusters Score -578297 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -578430.187500 Penalty: 882.590576
	Iteration 10Q: 3 clusters Score -578430.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -578540.875000 Penalty: 882.590576
	Iteration 11Q: 3 clusters Score -578540.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -578608.562500 Penalty: 882.590576
	Iteration 12Q: 3 clusters Score -578608.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -578641.625000 Penalty: 882.590576
	Iteration 13Q: 3 clusters Score -578641.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -578658.250000 Penalty: 882.590576
	Iteration 14Q: 3 clusters Score -578658.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -578665.062500 Penalty: 882.590576
	Iteration 15Q: 3 clusters Score -578665.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -578668.812500 Penalty: 882.590576
	Iteration 16Q: 3 clusters Score -578668.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -578672.062500 Penalty: 882.590576
	Iteration 17Q: 3 clusters Score -578672.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -578673.937500 Penalty: 882.590576
	Iteration 18Q: 3 clusters Score -578673.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -578676.187500 Penalty: 882.590576
	Iteration 19Q: 3 clusters Score -578676.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -578678.375000 Penalty: 882.590576
	Iteration 20F: 3 clusters Score -578678.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -578681.250000 Penalty: 882.590576
	Iteration 21Q: 3 clusters Score -578681.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -578683.750000 Penalty: 882.590576
	Iteration 22Q: 3 clusters Score -578683.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -578684.000000 Penalty: 882.590576
	Iteration 23Q: 3 clusters Score -578684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -578684.687500 Penalty: 882.590576
	Iteration 24Q: 3 clusters Score -578684.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -578687.750000 Penalty: 882.590576
	Iteration 25Q: 3 clusters Score -578687.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -578689.187500 Penalty: 882.590576
	Iteration 26Q: 3 clusters Score -578689.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -578694.375000 Penalty: 882.590576
	Iteration 27Q: 3 clusters Score -578694.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -578696.000000 Penalty: 882.590576
	Iteration 28Q: 3 clusters Score -578696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -578698.875000 Penalty: 882.590576
	Iteration 29Q: 3 clusters Score -578698.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -578700.625000 Penalty: 882.590576
	Iteration 30Q: 3 clusters Score -578700.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -578701.812500 Penalty: 882.590576
	Iteration 31Q: 3 clusters Score -578701.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -578703.375000 Penalty: 882.590576
	Iteration 32Q: 3 clusters Score -578703.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -578704.187500 Penalty: 882.590576
	Iteration 33Q: 3 clusters Score -578704.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -578706.375000 Penalty: 882.590576
	Iteration 34Q: 3 clusters Score -578706.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -578704.375000 Penalty: 882.590576
	Iteration 35Q: 3 clusters Score -578704.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -578706.312500 Penalty: 882.590576
	Iteration 36Q: 3 clusters Score -578706.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -578707.000000 Penalty: 882.590576
	Iteration 37Q: 3 clusters Score -578707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -578707.312500 Penalty: 882.590576
	Iteration 38Q: 3 clusters Score -578707.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -578712.562500 Penalty: 882.590576
	Iteration 39Q: 3 clusters Score -578712.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -578713.000000 Penalty: 882.590576
	Iteration 40F: 3 clusters Score -578713 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -578717.125000 Penalty: 882.590576
	Iteration 41Q: 3 clusters Score -578717.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -578718.437500 Penalty: 882.590576
	Iteration 42Q: 3 clusters Score -578718.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -578722.625000 Penalty: 882.590576
	Iteration 43Q: 3 clusters Score -578722.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -578723.062500 Penalty: 882.590576
	Iteration 44Q: 3 clusters Score -578723.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -578723.687500 Penalty: 882.590576
	Iteration 45Q: 3 clusters Score -578723.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -578725.125000 Penalty: 882.590576
	Iteration 46Q: 3 clusters Score -578725.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -578727.937500 Penalty: 882.590576
	Iteration 47Q: 3 clusters Score -578727.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -578730.437500 Penalty: 882.590576
	Iteration 48Q: 3 clusters Score -578730.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -578734.312500 Penalty: 882.590576
	Iteration 49Q: 3 clusters Score -578734.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -578738.937500 Penalty: 882.590576
	Iteration 50Q: 3 clusters Score -578738.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -578744.187500 Penalty: 882.590576
	Iteration 51Q: 3 clusters Score -578744.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -578748.437500 Penalty: 882.590576
	Iteration 52Q: 3 clusters Score -578748.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -578754.625000 Penalty: 882.590576
	Iteration 53Q: 3 clusters Score -578754.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -578762.000000 Penalty: 882.590576
	Iteration 54Q: 3 clusters Score -578762 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -578767.937500 Penalty: 882.590576
	Iteration 55Q: 3 clusters Score -578767.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -578777.437500 Penalty: 882.590576
	Iteration 56Q: 3 clusters Score -578777.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -578789.875000 Penalty: 882.590576
	Iteration 57Q: 3 clusters Score -578789.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -578798.250000 Penalty: 882.590576
	Iteration 58Q: 3 clusters Score -578798.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -578811.937500 Penalty: 882.590576
	Iteration 59Q: 3 clusters Score -578811.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -578826.500000 Penalty: 882.590576
	Iteration 60F: 3 clusters Score -578826.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -578844.687500 Penalty: 882.590576
	Iteration 61Q: 3 clusters Score -578844.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -578862.250000 Penalty: 882.590576
	Iteration 62Q: 3 clusters Score -578862.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -578882.937500 Penalty: 882.590576
	Iteration 63Q: 3 clusters Score -578882.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -578903.562500 Penalty: 882.590576
	Iteration 64Q: 3 clusters Score -578903.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -578925.000000 Penalty: 882.590576
	Iteration 65Q: 3 clusters Score -578925 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -578949.875000 Penalty: 882.590576
	Iteration 66Q: 3 clusters Score -578949.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -578976.125000 Penalty: 882.590576
	Iteration 67Q: 3 clusters Score -578976.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -579010.312500 Penalty: 882.590576
	Iteration 68Q: 3 clusters Score -579010.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -579042.500000 Penalty: 882.590576
	Iteration 69Q: 3 clusters Score -579042.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -579079.937500 Penalty: 882.590576
	Iteration 70Q: 3 clusters Score -579079.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -579111.687500 Penalty: 882.590576
	Iteration 71Q: 3 clusters Score -579111.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -579141.687500 Penalty: 882.590576
	Iteration 72Q: 3 clusters Score -579141.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -579165.062500 Penalty: 882.590576
	Iteration 73Q: 3 clusters Score -579165.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -579185.875000 Penalty: 882.590576
	Iteration 74Q: 3 clusters Score -579185.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -579209.187500 Penalty: 882.590576
	Iteration 75Q: 3 clusters Score -579209.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -579229.437500 Penalty: 882.590576
	Iteration 76Q: 3 clusters Score -579229.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -579246.937500 Penalty: 882.590576
	Iteration 77Q: 3 clusters Score -579246.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -579262.750000 Penalty: 882.590576
	Iteration 78Q: 3 clusters Score -579262.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -579272.500000 Penalty: 882.590576
	Iteration 79Q: 3 clusters Score -579272.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -579284.625000 Penalty: 882.590576
	Iteration 80F: 3 clusters Score -579284.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -579297.875000 Penalty: 882.590576
	Iteration 81Q: 3 clusters Score -579297.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -579312.187500 Penalty: 882.590576
	Iteration 82Q: 3 clusters Score -579312.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -579327.875000 Penalty: 882.590576
	Iteration 83Q: 3 clusters Score -579327.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -579339.625000 Penalty: 882.590576
	Iteration 84Q: 3 clusters Score -579339.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -579350.437500 Penalty: 882.590576
	Iteration 85Q: 3 clusters Score -579350.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -579356.375000 Penalty: 882.590576
	Iteration 86Q: 3 clusters Score -579356.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -579362.000000 Penalty: 882.590576
	Iteration 87Q: 3 clusters Score -579362 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -579367.625000 Penalty: 882.590576
	Iteration 88Q: 3 clusters Score -579367.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -579373.937500 Penalty: 882.590576
	Iteration 89Q: 3 clusters Score -579373.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -579379.750000 Penalty: 882.590576
	Iteration 90Q: 3 clusters Score -579379.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -579384.437500 Penalty: 882.590576
	Iteration 91Q: 3 clusters Score -579384.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -579387.375000 Penalty: 882.590576
	Iteration 92Q: 3 clusters Score -579387.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -579389.187500 Penalty: 882.590576
	Iteration 93Q: 3 clusters Score -579389.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -579393.625000 Penalty: 882.590576
	Iteration 94Q: 3 clusters Score -579393.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -579395.000000 Penalty: 882.590576
	Iteration 95Q: 3 clusters Score -579395 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -579402.625000 Penalty: 882.590576
	Iteration 96Q: 3 clusters Score -579402.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -579406.062500 Penalty: 882.590576
	Iteration 97Q: 3 clusters Score -579406.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -579407.437500 Penalty: 882.590576
	Iteration 98Q: 3 clusters Score -579407.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -579410.125000 Penalty: 882.590576
	Iteration 99Q: 3 clusters Score -579410.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -579412.375000 Penalty: 882.590576
	Iteration 100F: 3 clusters Score -579412.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -579415.375000 Penalty: 882.590576
	Iteration 101Q: 3 clusters Score -579415.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -579419.312500 Penalty: 882.590576
	Iteration 102Q: 3 clusters Score -579419.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -579421.062500 Penalty: 882.590576
	Iteration 103Q: 3 clusters Score -579421.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -579423.500000 Penalty: 882.590576
	Iteration 104Q: 3 clusters Score -579423.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -579426.250000 Penalty: 882.590576
	Iteration 105Q: 3 clusters Score -579426.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -579427.375000 Penalty: 882.590576
	Iteration 106Q: 3 clusters Score -579427.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -579430.875000 Penalty: 882.590576
	Iteration 107Q: 3 clusters Score -579430.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -579432.812500 Penalty: 882.590576
	Iteration 108Q: 3 clusters Score -579432.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -579435.750000 Penalty: 882.590576
	Iteration 109Q: 3 clusters Score -579435.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -579438.500000 Penalty: 882.590576
	Iteration 110Q: 3 clusters Score -579438.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -579439.687500 Penalty: 882.590576
	Iteration 111Q: 3 clusters Score -579439.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -579441.937500 Penalty: 882.590576
	Iteration 112Q: 3 clusters Score -579441.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -579442.937500 Penalty: 882.590576
	Iteration 113Q: 3 clusters Score -579442.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -579444.875000 Penalty: 882.590576
	Iteration 114Q: 3 clusters Score -579444.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -579445.312500 Penalty: 882.590576
	Iteration 115Q: 3 clusters Score -579445.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -579446.375000 Penalty: 882.590576
	Iteration 116Q: 3 clusters Score -579446.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -579446.375000 Penalty: 882.590576
	Iteration 117Q: 3 clusters Score -579446.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -579447.750000 Penalty: 882.590576
	Iteration 118Q: 3 clusters Score -579447.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -579447.812500 Penalty: 882.590576
	Iteration 119Q: 3 clusters Score -579447.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -579448.375000 Penalty: 882.590576
	Iteration 120F: 3 clusters Score -579448.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -579449.875000 Penalty: 882.590576
	Iteration 121Q: 3 clusters Score -579449.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -579449.625000 Penalty: 882.590576
	Iteration 122Q: 3 clusters Score -579449.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -579448.937500 Penalty: 882.590576
	Iteration 123Q: 3 clusters Score -579448.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -579450.187500 Penalty: 882.590576
	Iteration 124Q: 3 clusters Score -579450.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -579451.250000 Penalty: 882.590576
	Iteration 125Q: 3 clusters Score -579451.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -579450.500000 Penalty: 882.590576
	Iteration 126Q: 3 clusters Score -579450.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -579451.750000 Penalty: 882.590576
	Iteration 127Q: 3 clusters Score -579451.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -579450.687500 Penalty: 882.590576
	Iteration 128Q: 3 clusters Score -579450.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -579450.687500 Penalty: 882.590576
	Iteration 129Q: 3 clusters Score -579450.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -579450.875000 Penalty: 882.590576
	Iteration 130Q: 3 clusters Score -579450.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -579450.875000 Penalty: 882.590576
	Iteration 131F: 3 clusters Score -579450.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 10546 members 
Mstep: Class 6 contains 480172 members 
Mstep: Class 7 contains 10605 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 13340 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 12771 members 
Mstep: Class 13 contains 7099 members 
Mstep: Class 14 contains 13231 members 
Mstep: Class 15 contains 17826 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 565447 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 8066 members 
Mstep: Class 20 contains 13400 members 
Mstep: Class 21 contains 11884 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 22999 members 
Mstep: Class 24 contains 8575 members 
Mstep: Class 25 contains 16941 members 
Mstep: Class 26 contains 108405 members 
Mstep: Class 27 contains 9687 members 
Mstep: Class 28 contains 1255 members 
Mstep: Class 29 contains 1098 members 
Mstep: Class 30 contains 16853 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 2958 members 
Entering Unmasked Estep 
Score: -50352068.000000 Penalty: 20592.744141
Splitting cluster 10 changes total score from -50350368.000000 to -50352068.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 11 (6319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Entering Unmasked Estep 
Score: -231760.156250 Penalty: 398.184875
	Iteration 0F: 2 clusters Score -231760.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -227447.765625 Penalty: 796.369751
	Iteration 0F: 3 clusters Score -227447.8 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -229241.921875 Penalty: 796.369751
	Iteration 1F: 3 clusters Score -229241.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -229556.546875 Penalty: 796.369751
	Iteration 2F: 3 clusters Score -229556.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -229905.890625 Penalty: 796.369751
	Iteration 3F: 3 clusters Score -229905.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -230263.828125 Penalty: 796.369751
	Iteration 4F: 3 clusters Score -230263.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -230503.046875 Penalty: 796.369751
	Iteration 5F: 3 clusters Score -230503 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -230640.093750 Penalty: 796.369751
	Iteration 6Q: 3 clusters Score -230640.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -230698.531250 Penalty: 796.369751
	Iteration 7Q: 3 clusters Score -230698.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -230730.859375 Penalty: 796.369751
	Iteration 8Q: 3 clusters Score -230730.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -230747.781250 Penalty: 796.369751
	Iteration 9Q: 3 clusters Score -230747.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -230759.218750 Penalty: 796.369751
	Iteration 10Q: 3 clusters Score -230759.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -230772.640625 Penalty: 796.369751
	Iteration 11Q: 3 clusters Score -230772.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -230783.687500 Penalty: 796.369751
	Iteration 12Q: 3 clusters Score -230783.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -230790.390625 Penalty: 796.369751
	Iteration 13Q: 3 clusters Score -230790.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -230794.750000 Penalty: 796.369751
	Iteration 14Q: 3 clusters Score -230794.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -230797.171875 Penalty: 796.369751
	Iteration 15Q: 3 clusters Score -230797.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -230798.000000 Penalty: 796.369751
	Iteration 16Q: 3 clusters Score -230798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -230799.390625 Penalty: 796.369751
	Iteration 17Q: 3 clusters Score -230799.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -230799.359375 Penalty: 796.369751
	Iteration 18Q: 3 clusters Score -230799.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -230800.375000 Penalty: 796.369751
	Iteration 19Q: 3 clusters Score -230800.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -230801.046875 Penalty: 796.369751
	Iteration 20F: 3 clusters Score -230801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -230803.250000 Penalty: 796.369751
	Iteration 21Q: 3 clusters Score -230803.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -230804.343750 Penalty: 796.369751
	Iteration 22Q: 3 clusters Score -230804.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -230806.421875 Penalty: 796.369751
	Iteration 23Q: 3 clusters Score -230806.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -230809.484375 Penalty: 796.369751
	Iteration 24Q: 3 clusters Score -230809.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -230811.671875 Penalty: 796.369751
	Iteration 25Q: 3 clusters Score -230811.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -230814.187500 Penalty: 796.369751
	Iteration 26Q: 3 clusters Score -230814.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -230815.546875 Penalty: 796.369751
	Iteration 27Q: 3 clusters Score -230815.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -230816.875000 Penalty: 796.369751
	Iteration 28Q: 3 clusters Score -230816.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -230818.000000 Penalty: 796.369751
	Iteration 29Q: 3 clusters Score -230818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -230817.796875 Penalty: 796.369751
	Iteration 30Q: 3 clusters Score -230817.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -230818.343750 Penalty: 796.369751
	Iteration 31Q: 3 clusters Score -230818.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -230819.515625 Penalty: 796.369751
	Iteration 32Q: 3 clusters Score -230819.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -230820.031250 Penalty: 796.369751
	Iteration 33Q: 3 clusters Score -230820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -230820.546875 Penalty: 796.369751
	Iteration 34Q: 3 clusters Score -230820.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -230821.375000 Penalty: 796.369751
	Iteration 35Q: 3 clusters Score -230821.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -230822.750000 Penalty: 796.369751
	Iteration 36Q: 3 clusters Score -230822.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -230824.562500 Penalty: 796.369751
	Iteration 37Q: 3 clusters Score -230824.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -230826.687500 Penalty: 796.369751
	Iteration 38Q: 3 clusters Score -230826.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -230827.406250 Penalty: 796.369751
	Iteration 39Q: 3 clusters Score -230827.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -230828.921875 Penalty: 796.369751
	Iteration 40F: 3 clusters Score -230828.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -230829.109375 Penalty: 796.369751
	Iteration 41Q: 3 clusters Score -230829.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -230829.656250 Penalty: 796.369751
	Iteration 42Q: 3 clusters Score -230829.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -230831.296875 Penalty: 796.369751
	Iteration 43Q: 3 clusters Score -230831.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -230833.796875 Penalty: 796.369751
	Iteration 44Q: 3 clusters Score -230833.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -230837.218750 Penalty: 796.369751
	Iteration 45Q: 3 clusters Score -230837.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -230841.234375 Penalty: 796.369751
	Iteration 46Q: 3 clusters Score -230841.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -230843.140625 Penalty: 796.369751
	Iteration 47Q: 3 clusters Score -230843.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -230845.468750 Penalty: 796.369751
	Iteration 48Q: 3 clusters Score -230845.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -230847.687500 Penalty: 796.369751
	Iteration 49Q: 3 clusters Score -230847.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -230848.796875 Penalty: 796.369751
	Iteration 50Q: 3 clusters Score -230848.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -230849.812500 Penalty: 796.369751
	Iteration 51Q: 3 clusters Score -230849.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -230850.218750 Penalty: 796.369751
	Iteration 52Q: 3 clusters Score -230850.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -230850.734375 Penalty: 796.369751
	Iteration 53Q: 3 clusters Score -230850.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -230851.312500 Penalty: 796.369751
	Iteration 54Q: 3 clusters Score -230851.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -230851.515625 Penalty: 796.369751
	Iteration 55Q: 3 clusters Score -230851.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -230852.203125 Penalty: 796.369751
	Iteration 56Q: 3 clusters Score -230852.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -230852.718750 Penalty: 796.369751
	Iteration 57Q: 3 clusters Score -230852.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -230852.312500 Penalty: 796.369751
	Iteration 58Q: 3 clusters Score -230852.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -230852.921875 Penalty: 796.369751
	Iteration 59Q: 3 clusters Score -230852.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -230853.781250 Penalty: 796.369751
	Iteration 60F: 3 clusters Score -230853.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -230854.281250 Penalty: 796.369751
	Iteration 61Q: 3 clusters Score -230854.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -230854.921875 Penalty: 796.369751
	Iteration 62Q: 3 clusters Score -230854.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -230854.703125 Penalty: 796.369751
	Iteration 63Q: 3 clusters Score -230854.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -230855.031250 Penalty: 796.369751
	Iteration 64Q: 3 clusters Score -230855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -230854.968750 Penalty: 796.369751
	Iteration 65Q: 3 clusters Score -230855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -230854.890625 Penalty: 796.369751
	Iteration 66Q: 3 clusters Score -230854.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -230855.203125 Penalty: 796.369751
	Iteration 67Q: 3 clusters Score -230855.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -230855.343750 Penalty: 796.369751
	Iteration 68Q: 3 clusters Score -230855.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -230855.968750 Penalty: 796.369751
	Iteration 69Q: 3 clusters Score -230856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -230856.500000 Penalty: 796.369751
	Iteration 70Q: 3 clusters Score -230856.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -230856.390625 Penalty: 796.369751
	Iteration 71Q: 3 clusters Score -230856.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -230857.171875 Penalty: 796.369751
	Iteration 72Q: 3 clusters Score -230857.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -230857.093750 Penalty: 796.369751
	Iteration 73Q: 3 clusters Score -230857.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -230857.156250 Penalty: 796.369751
	Iteration 74Q: 3 clusters Score -230857.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -230857.218750 Penalty: 796.369751
	Iteration 75Q: 3 clusters Score -230857.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -230858.265625 Penalty: 796.369751
	Iteration 76Q: 3 clusters Score -230858.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -230859.000000 Penalty: 796.369751
	Iteration 77Q: 3 clusters Score -230859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -230859.640625 Penalty: 796.369751
	Iteration 78Q: 3 clusters Score -230859.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -230862.156250 Penalty: 796.369751
	Iteration 79Q: 3 clusters Score -230862.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -230864.812500 Penalty: 796.369751
	Iteration 80F: 3 clusters Score -230864.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -230867.296875 Penalty: 796.369751
	Iteration 81Q: 3 clusters Score -230867.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -230870.875000 Penalty: 796.369751
	Iteration 82Q: 3 clusters Score -230870.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -230876.562500 Penalty: 796.369751
	Iteration 83Q: 3 clusters Score -230876.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -230887.109375 Penalty: 796.369751
	Iteration 84Q: 3 clusters Score -230887.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -230900.781250 Penalty: 796.369751
	Iteration 85Q: 3 clusters Score -230900.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -230917.750000 Penalty: 796.369751
	Iteration 86Q: 3 clusters Score -230917.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -230938.156250 Penalty: 796.369751
	Iteration 87Q: 3 clusters Score -230938.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -230955.765625 Penalty: 796.369751
	Iteration 88Q: 3 clusters Score -230955.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -230976.984375 Penalty: 796.369751
	Iteration 89Q: 3 clusters Score -230977 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -231004.750000 Penalty: 796.369751
	Iteration 90Q: 3 clusters Score -231004.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -231035.390625 Penalty: 796.369751
	Iteration 91Q: 3 clusters Score -231035.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -231073.453125 Penalty: 796.369751
	Iteration 92Q: 3 clusters Score -231073.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -231110.609375 Penalty: 796.369751
	Iteration 93Q: 3 clusters Score -231110.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -231146.640625 Penalty: 796.369751
	Iteration 94Q: 3 clusters Score -231146.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -231176.437500 Penalty: 796.369751
	Iteration 95Q: 3 clusters Score -231176.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -231214.828125 Penalty: 796.369751
	Iteration 96Q: 3 clusters Score -231214.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -231258.484375 Penalty: 796.369751
	Iteration 97Q: 3 clusters Score -231258.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -231307.812500 Penalty: 796.369751
	Iteration 98Q: 3 clusters Score -231307.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -231359.812500 Penalty: 796.369751
	Iteration 99Q: 3 clusters Score -231359.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -231413.734375 Penalty: 796.369751
	Iteration 100F: 3 clusters Score -231413.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -231480.687500 Penalty: 796.369751
	Iteration 101Q: 3 clusters Score -231480.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -231525.031250 Penalty: 796.369751
	Iteration 102Q: 3 clusters Score -231525 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -231556.218750 Penalty: 796.369751
	Iteration 103Q: 3 clusters Score -231556.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -231580.718750 Penalty: 796.369751
	Iteration 104Q: 3 clusters Score -231580.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -231596.843750 Penalty: 796.369751
	Iteration 105Q: 3 clusters Score -231596.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -231610.750000 Penalty: 796.369751
	Iteration 106Q: 3 clusters Score -231610.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -231617.500000 Penalty: 796.369751
	Iteration 107Q: 3 clusters Score -231617.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -231622.828125 Penalty: 796.369751
	Iteration 108Q: 3 clusters Score -231622.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -231627.640625 Penalty: 796.369751
	Iteration 109Q: 3 clusters Score -231627.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -231634.000000 Penalty: 796.369751
	Iteration 110Q: 3 clusters Score -231634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -231640.421875 Penalty: 796.369751
	Iteration 111Q: 3 clusters Score -231640.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -231647.546875 Penalty: 796.369751
	Iteration 112Q: 3 clusters Score -231647.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -231653.921875 Penalty: 796.369751
	Iteration 113Q: 3 clusters Score -231653.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -231660.796875 Penalty: 796.369751
	Iteration 114Q: 3 clusters Score -231660.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -231662.718750 Penalty: 796.369751
	Iteration 115Q: 3 clusters Score -231662.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -231665.109375 Penalty: 796.369751
	Iteration 116Q: 3 clusters Score -231665.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -231669.031250 Penalty: 796.369751
	Iteration 117Q: 3 clusters Score -231669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -231671.156250 Penalty: 796.369751
	Iteration 118Q: 3 clusters Score -231671.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -231675.265625 Penalty: 796.369751
	Iteration 119Q: 3 clusters Score -231675.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -231679.250000 Penalty: 796.369751
	Iteration 120F: 3 clusters Score -231679.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -231680.984375 Penalty: 796.369751
	Iteration 121Q: 3 clusters Score -231681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -231682.328125 Penalty: 796.369751
	Iteration 122Q: 3 clusters Score -231682.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -231682.156250 Penalty: 796.369751
	Iteration 123Q: 3 clusters Score -231682.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -231682.671875 Penalty: 796.369751
	Iteration 124Q: 3 clusters Score -231682.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -231682.671875 Penalty: 796.369751
	Iteration 125F: 3 clusters Score -231682.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Entering Unmasked Estep 
Score: -461528.562500 Penalty: 430.199402
	Iteration 0F: 2 clusters Score -461528.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -453030.250000 Penalty: 860.398804
	Iteration 0F: 3 clusters Score -453030.2 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -456869.093750 Penalty: 860.398804
	Iteration 1F: 3 clusters Score -456869.1 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -457417.218750 Penalty: 860.398804
	Iteration 2F: 3 clusters Score -457417.2 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -458038.750000 Penalty: 860.398804
	Iteration 3F: 3 clusters Score -458038.8 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -458761.937500 Penalty: 860.398804
	Iteration 4F: 3 clusters Score -458761.9 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -459520.062500 Penalty: 860.398804
	Iteration 5F: 3 clusters Score -459520.1 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -460148.781250 Penalty: 860.398804
	Iteration 6F: 3 clusters Score -460148.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -460593.156250 Penalty: 860.398804
	Iteration 7Q: 3 clusters Score -460593.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -460863.343750 Penalty: 860.398804
	Iteration 8Q: 3 clusters Score -460863.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -461008.843750 Penalty: 860.398804
	Iteration 9Q: 3 clusters Score -461008.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -461073.125000 Penalty: 860.398804
	Iteration 10Q: 3 clusters Score -461073.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -461107.375000 Penalty: 860.398804
	Iteration 11Q: 3 clusters Score -461107.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -461130.781250 Penalty: 860.398804
	Iteration 12Q: 3 clusters Score -461130.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -461142.812500 Penalty: 860.398804
	Iteration 13Q: 3 clusters Score -461142.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -461145.843750 Penalty: 860.398804
	Iteration 14Q: 3 clusters Score -461145.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -461148.312500 Penalty: 860.398804
	Iteration 15Q: 3 clusters Score -461148.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -461149.468750 Penalty: 860.398804
	Iteration 16Q: 3 clusters Score -461149.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -461149.468750 Penalty: 860.398804
	Iteration 17F: 3 clusters Score -461149.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Entering Unmasked Estep 
Score: -251524.625000 Penalty: 403.480774
	Iteration 0F: 2 clusters Score -251524.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -246768.953125 Penalty: 806.961548
	Iteration 0F: 3 clusters Score -246769 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -248600.203125 Penalty: 806.961548
	Iteration 1F: 3 clusters Score -248600.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -248808.031250 Penalty: 806.961548
	Iteration 2F: 3 clusters Score -248808 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -249039.593750 Penalty: 806.961548
	Iteration 3F: 3 clusters Score -249039.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -249340.718750 Penalty: 806.961548
	Iteration 4F: 3 clusters Score -249340.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -249688.203125 Penalty: 806.961548
	Iteration 5F: 3 clusters Score -249688.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -250060.234375 Penalty: 806.961548
	Iteration 6F: 3 clusters Score -250060.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -250296.593750 Penalty: 806.961548
	Iteration 7F: 3 clusters Score -250296.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -250410.234375 Penalty: 806.961548
	Iteration 8Q: 3 clusters Score -250410.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -250481.531250 Penalty: 806.961548
	Iteration 9Q: 3 clusters Score -250481.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -250526.750000 Penalty: 806.961548
	Iteration 10Q: 3 clusters Score -250526.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -250556.453125 Penalty: 806.961548
	Iteration 11Q: 3 clusters Score -250556.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -250585.359375 Penalty: 806.961548
	Iteration 12Q: 3 clusters Score -250585.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -250620.156250 Penalty: 806.961548
	Iteration 13Q: 3 clusters Score -250620.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -250649.609375 Penalty: 806.961548
	Iteration 14Q: 3 clusters Score -250649.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -250676.812500 Penalty: 806.961548
	Iteration 15Q: 3 clusters Score -250676.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -250704.453125 Penalty: 806.961548
	Iteration 16Q: 3 clusters Score -250704.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -250730.906250 Penalty: 806.961548
	Iteration 17Q: 3 clusters Score -250730.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -250754.015625 Penalty: 806.961548
	Iteration 18Q: 3 clusters Score -250754 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -250779.218750 Penalty: 806.961548
	Iteration 19Q: 3 clusters Score -250779.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -250810.531250 Penalty: 806.961548
	Iteration 20F: 3 clusters Score -250810.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -250845.781250 Penalty: 806.961548
	Iteration 21Q: 3 clusters Score -250845.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -250880.156250 Penalty: 806.961548
	Iteration 22Q: 3 clusters Score -250880.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -250909.312500 Penalty: 806.961548
	Iteration 23Q: 3 clusters Score -250909.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -250939.203125 Penalty: 806.961548
	Iteration 24Q: 3 clusters Score -250939.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -250966.031250 Penalty: 806.961548
	Iteration 25Q: 3 clusters Score -250966 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -250993.078125 Penalty: 806.961548
	Iteration 26Q: 3 clusters Score -250993.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -251022.390625 Penalty: 806.961548
	Iteration 27Q: 3 clusters Score -251022.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -251048.406250 Penalty: 806.961548
	Iteration 28Q: 3 clusters Score -251048.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -251076.984375 Penalty: 806.961548
	Iteration 29Q: 3 clusters Score -251077 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -251112.375000 Penalty: 806.961548
	Iteration 30Q: 3 clusters Score -251112.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -251146.953125 Penalty: 806.961548
	Iteration 31Q: 3 clusters Score -251147 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -251185.796875 Penalty: 806.961548
	Iteration 32Q: 3 clusters Score -251185.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -251225.468750 Penalty: 806.961548
	Iteration 33Q: 3 clusters Score -251225.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -251265.593750 Penalty: 806.961548
	Iteration 34Q: 3 clusters Score -251265.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -251291.015625 Penalty: 806.961548
	Iteration 35Q: 3 clusters Score -251291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -251305.125000 Penalty: 806.961548
	Iteration 36Q: 3 clusters Score -251305.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -251311.937500 Penalty: 806.961548
	Iteration 37Q: 3 clusters Score -251311.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -251316.046875 Penalty: 806.961548
	Iteration 38Q: 3 clusters Score -251316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -251319.500000 Penalty: 806.961548
	Iteration 39Q: 3 clusters Score -251319.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -251322.281250 Penalty: 806.961548
	Iteration 40F: 3 clusters Score -251322.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -251326.890625 Penalty: 806.961548
	Iteration 41Q: 3 clusters Score -251326.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -251331.953125 Penalty: 806.961548
	Iteration 42Q: 3 clusters Score -251332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -251332.890625 Penalty: 806.961548
	Iteration 43Q: 3 clusters Score -251332.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -251334.531250 Penalty: 806.961548
	Iteration 44Q: 3 clusters Score -251334.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -251335.171875 Penalty: 806.961548
	Iteration 45Q: 3 clusters Score -251335.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -251335.437500 Penalty: 806.961548
	Iteration 46Q: 3 clusters Score -251335.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -251336.156250 Penalty: 806.961548
	Iteration 47Q: 3 clusters Score -251336.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -251336.156250 Penalty: 806.961548
	Iteration 48F: 3 clusters Score -251336.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Entering Unmasked Estep 
Score: -474433.156250 Penalty: 431.809479
	Iteration 0F: 2 clusters Score -474433.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -465592.687500 Penalty: 863.618958
	Iteration 0F: 3 clusters Score -465592.7 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -469571.656250 Penalty: 863.618958
	Iteration 1F: 3 clusters Score -469571.7 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -470110.500000 Penalty: 863.618958
	Iteration 2F: 3 clusters Score -470110.5 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -470767.375000 Penalty: 863.618958
	Iteration 3F: 3 clusters Score -470767.4 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -471521.562500 Penalty: 863.618958
	Iteration 4F: 3 clusters Score -471521.6 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -472217.343750 Penalty: 863.618958
	Iteration 5F: 3 clusters Score -472217.3 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -472827.250000 Penalty: 863.618958
	Iteration 6F: 3 clusters Score -472827.2 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -473398.218750 Penalty: 863.618958
	Iteration 7F: 3 clusters Score -473398.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -473841.812500 Penalty: 863.618958
	Iteration 8Q: 3 clusters Score -473841.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -474279.593750 Penalty: 863.618958
	Iteration 9Q: 3 clusters Score -474279.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -474670.250000 Penalty: 863.618958
	Iteration 10Q: 3 clusters Score -474670.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -474932.250000 Penalty: 863.618958
	Iteration 11Q: 3 clusters Score -474932.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -475108.718750 Penalty: 863.618958
	Iteration 12Q: 3 clusters Score -475108.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -475241.031250 Penalty: 863.618958
	Iteration 13Q: 3 clusters Score -475241 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -475352.562500 Penalty: 863.618958
	Iteration 14Q: 3 clusters Score -475352.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -475449.406250 Penalty: 863.618958
	Iteration 15Q: 3 clusters Score -475449.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -475530.312500 Penalty: 863.618958
	Iteration 16Q: 3 clusters Score -475530.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -475600.156250 Penalty: 863.618958
	Iteration 17Q: 3 clusters Score -475600.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -475650.250000 Penalty: 863.618958
	Iteration 18Q: 3 clusters Score -475650.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -475683.156250 Penalty: 863.618958
	Iteration 19Q: 3 clusters Score -475683.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -475712.843750 Penalty: 863.618958
	Iteration 20F: 3 clusters Score -475712.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -475728.187500 Penalty: 863.618958
	Iteration 21Q: 3 clusters Score -475728.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -475745.187500 Penalty: 863.618958
	Iteration 22Q: 3 clusters Score -475745.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -475757.156250 Penalty: 863.618958
	Iteration 23Q: 3 clusters Score -475757.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -475776.281250 Penalty: 863.618958
	Iteration 24Q: 3 clusters Score -475776.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -475791.593750 Penalty: 863.618958
	Iteration 25Q: 3 clusters Score -475791.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -475809.968750 Penalty: 863.618958
	Iteration 26Q: 3 clusters Score -475810 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -475835.687500 Penalty: 863.618958
	Iteration 27Q: 3 clusters Score -475835.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -475859.343750 Penalty: 863.618958
	Iteration 28Q: 3 clusters Score -475859.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -475891.687500 Penalty: 863.618958
	Iteration 29Q: 3 clusters Score -475891.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -475936.906250 Penalty: 863.618958
	Iteration 30Q: 3 clusters Score -475936.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -475991.718750 Penalty: 863.618958
	Iteration 31Q: 3 clusters Score -475991.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -476051.406250 Penalty: 863.618958
	Iteration 32Q: 3 clusters Score -476051.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -476078.906250 Penalty: 863.618958
	Iteration 33Q: 3 clusters Score -476078.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -476095.562500 Penalty: 863.618958
	Iteration 34Q: 3 clusters Score -476095.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -476108.437500 Penalty: 863.618958
	Iteration 35Q: 3 clusters Score -476108.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -476120.031250 Penalty: 863.618958
	Iteration 36Q: 3 clusters Score -476120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -476125.437500 Penalty: 863.618958
	Iteration 37Q: 3 clusters Score -476125.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -476124.875000 Penalty: 863.618958
	Iteration 38Q: 3 clusters Score -476124.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -476128.125000 Penalty: 863.618958
	Iteration 39Q: 3 clusters Score -476128.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -476129.062500 Penalty: 863.618958
	Iteration 40F: 3 clusters Score -476129.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -476130.031250 Penalty: 863.618958
	Iteration 41Q: 3 clusters Score -476130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -476130.687500 Penalty: 863.618958
	Iteration 42Q: 3 clusters Score -476130.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -476130.750000 Penalty: 863.618958
	Iteration 43Q: 3 clusters Score -476130.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -476132.406250 Penalty: 863.618958
	Iteration 44Q: 3 clusters Score -476132.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -476133.093750 Penalty: 863.618958
	Iteration 45Q: 3 clusters Score -476133.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -476132.437500 Penalty: 863.618958
	Iteration 46Q: 3 clusters Score -476132.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -476132.875000 Penalty: 863.618958
	Iteration 47Q: 3 clusters Score -476132.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -476132.500000 Penalty: 863.618958
	Iteration 48Q: 3 clusters Score -476132.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -476132.500000 Penalty: 863.618958
	Iteration 49F: 3 clusters Score -476132.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 10546 members 
Mstep: Class 6 contains 480172 members 
Mstep: Class 7 contains 10605 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 13340 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 12771 members 
Mstep: Class 13 contains 7099 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 17826 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 565447 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 8066 members 
Mstep: Class 20 contains 13400 members 
Mstep: Class 21 contains 11884 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 22999 members 
Mstep: Class 24 contains 8575 members 
Mstep: Class 25 contains 16941 members 
Mstep: Class 26 contains 108405 members 
Mstep: Class 27 contains 9687 members 
Mstep: Class 28 contains 1255 members 
Mstep: Class 29 contains 1098 members 
Mstep: Class 30 contains 16853 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 2958 members 
Mstep: Class 33 contains 3443 members 
Entering Unmasked Estep 
Score: -50353604.000000 Penalty: 21236.267578
Splitting cluster 14 changes total score from -50350368.000000 to -50353604.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 15 (17826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Entering Unmasked Estep 
Score: -611832.312500 Penalty: 445.372803
	Iteration 0F: 2 clusters Score -611832.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -600086.125000 Penalty: 890.745605
	Iteration 0F: 3 clusters Score -600086.1 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -606430.125000 Penalty: 890.745605
	Iteration 1F: 3 clusters Score -606430.1 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -607899.312500 Penalty: 890.745605
	Iteration 2F: 3 clusters Score -607899.3 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -609408.875000 Penalty: 890.745605
	Iteration 3F: 3 clusters Score -609408.9 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -611074.875000 Penalty: 890.745605
	Iteration 4F: 3 clusters Score -611074.9 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -612778.250000 Penalty: 890.745605
	Iteration 5F: 3 clusters Score -612778.2 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -614118.312500 Penalty: 890.745605
	Iteration 6F: 3 clusters Score -614118.3 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -614895.625000 Penalty: 890.745605
	Iteration 7Q: 3 clusters Score -614895.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -615129.437500 Penalty: 890.745605
	Iteration 8Q: 3 clusters Score -615129.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -615179.000000 Penalty: 890.745605
	Iteration 9Q: 3 clusters Score -615179 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -615184.500000 Penalty: 890.745605
	Iteration 10Q: 3 clusters Score -615184.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -615189.687500 Penalty: 890.745605
	Iteration 11Q: 3 clusters Score -615189.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -615190.312500 Penalty: 890.745605
	Iteration 12Q: 3 clusters Score -615190.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -615190.187500 Penalty: 890.745605
	Iteration 13Q: 3 clusters Score -615190.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -615190.125000 Penalty: 890.745605
	Iteration 14Q: 3 clusters Score -615190.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -615189.687500 Penalty: 890.745605
	Iteration 15Q: 3 clusters Score -615189.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -615189.687500 Penalty: 890.745605
	Iteration 16F: 3 clusters Score -615189.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 10546 members 
Mstep: Class 6 contains 480172 members 
Mstep: Class 7 contains 10605 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 13340 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 12771 members 
Mstep: Class 13 contains 7099 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 10829 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 565447 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 8066 members 
Mstep: Class 20 contains 13400 members 
Mstep: Class 21 contains 11884 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 22999 members 
Mstep: Class 24 contains 8575 members 
Mstep: Class 25 contains 16941 members 
Mstep: Class 26 contains 108405 members 
Mstep: Class 27 contains 9687 members 
Mstep: Class 28 contains 1255 members 
Mstep: Class 29 contains 1098 members 
Mstep: Class 30 contains 16853 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 2958 members 
Mstep: Class 33 contains 3443 members 
Mstep: Class 34 contains 6997 members 
Entering Unmasked Estep 
Score: -50356728.000000 Penalty: 21879.791016
Splitting cluster 15 changes total score from -50350368.000000 to -50356728.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 16 (2526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Entering Unmasked Estep 
Score: -85061.718750 Penalty: 356.464874
	Iteration 0F: 2 clusters Score -85061.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -83232.679688 Penalty: 712.929749
	Iteration 0F: 3 clusters Score -83232.68 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -83873.445312 Penalty: 712.929749
	Iteration 1F: 3 clusters Score -83873.45 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -83983.742188 Penalty: 712.929749
	Iteration 2F: 3 clusters Score -83983.74 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -84068.710938 Penalty: 712.929749
	Iteration 3F: 3 clusters Score -84068.71 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -84142.390625 Penalty: 712.929749
	Iteration 4Q: 3 clusters Score -84142.39 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -84204.539062 Penalty: 712.929749
	Iteration 5Q: 3 clusters Score -84204.54 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -84263.289062 Penalty: 712.929749
	Iteration 6Q: 3 clusters Score -84263.29 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -84327.179688 Penalty: 712.929749
	Iteration 7Q: 3 clusters Score -84327.18 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -84386.859375 Penalty: 712.929749
	Iteration 8Q: 3 clusters Score -84386.86 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -84455.617188 Penalty: 712.929749
	Iteration 9Q: 3 clusters Score -84455.62 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -84509.656250 Penalty: 712.929749
	Iteration 10Q: 3 clusters Score -84509.66 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -84569.765625 Penalty: 712.929749
	Iteration 11Q: 3 clusters Score -84569.77 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -84613.250000 Penalty: 712.929749
	Iteration 12Q: 3 clusters Score -84613.25 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -84650.523438 Penalty: 712.929749
	Iteration 13Q: 3 clusters Score -84650.52 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -84681.171875 Penalty: 712.929749
	Iteration 14Q: 3 clusters Score -84681.17 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -84699.585938 Penalty: 712.929749
	Iteration 15Q: 3 clusters Score -84699.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -84711.304688 Penalty: 712.929749
	Iteration 16Q: 3 clusters Score -84711.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -84725.445312 Penalty: 712.929749
	Iteration 17Q: 3 clusters Score -84725.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -84736.851562 Penalty: 712.929749
	Iteration 18Q: 3 clusters Score -84736.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -84744.609375 Penalty: 712.929749
	Iteration 19Q: 3 clusters Score -84744.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -84753.492188 Penalty: 712.929749
	Iteration 20F: 3 clusters Score -84753.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -84759.937500 Penalty: 712.929749
	Iteration 21Q: 3 clusters Score -84759.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -84761.812500 Penalty: 712.929749
	Iteration 22Q: 3 clusters Score -84761.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -84762.789062 Penalty: 712.929749
	Iteration 23Q: 3 clusters Score -84762.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -84763.679688 Penalty: 712.929749
	Iteration 24Q: 3 clusters Score -84763.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -84764.554688 Penalty: 712.929749
	Iteration 25Q: 3 clusters Score -84764.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -84766.812500 Penalty: 712.929749
	Iteration 26Q: 3 clusters Score -84766.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -84770.101562 Penalty: 712.929749
	Iteration 27Q: 3 clusters Score -84770.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -84774.570312 Penalty: 712.929749
	Iteration 28Q: 3 clusters Score -84774.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -84776.390625 Penalty: 712.929749
	Iteration 29Q: 3 clusters Score -84776.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -84779.226562 Penalty: 712.929749
	Iteration 30Q: 3 clusters Score -84779.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -84781.968750 Penalty: 712.929749
	Iteration 31Q: 3 clusters Score -84781.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -84783.578125 Penalty: 712.929749
	Iteration 32Q: 3 clusters Score -84783.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -84784.625000 Penalty: 712.929749
	Iteration 33Q: 3 clusters Score -84784.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -84785.085938 Penalty: 712.929749
	Iteration 34Q: 3 clusters Score -84785.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -84785.648438 Penalty: 712.929749
	Iteration 35Q: 3 clusters Score -84785.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -84786.710938 Penalty: 712.929749
	Iteration 36Q: 3 clusters Score -84786.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -84788.398438 Penalty: 712.929749
	Iteration 37Q: 3 clusters Score -84788.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -84789.710938 Penalty: 712.929749
	Iteration 38Q: 3 clusters Score -84789.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -84790.789062 Penalty: 712.929749
	Iteration 39Q: 3 clusters Score -84790.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -84792.070312 Penalty: 712.929749
	Iteration 40F: 3 clusters Score -84792.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -84794.851562 Penalty: 712.929749
	Iteration 41Q: 3 clusters Score -84794.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -84795.312500 Penalty: 712.929749
	Iteration 42Q: 3 clusters Score -84795.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -84796.062500 Penalty: 712.929749
	Iteration 43Q: 3 clusters Score -84796.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -84796.195312 Penalty: 712.929749
	Iteration 44Q: 3 clusters Score -84796.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -84796.445312 Penalty: 712.929749
	Iteration 45Q: 3 clusters Score -84796.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -84796.851562 Penalty: 712.929749
	Iteration 46Q: 3 clusters Score -84796.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -84797.382812 Penalty: 712.929749
	Iteration 47Q: 3 clusters Score -84797.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -84798.085938 Penalty: 712.929749
	Iteration 48Q: 3 clusters Score -84798.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -84798.992188 Penalty: 712.929749
	Iteration 49Q: 3 clusters Score -84798.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -84799.484375 Penalty: 712.929749
	Iteration 50Q: 3 clusters Score -84799.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -84799.593750 Penalty: 712.929749
	Iteration 51Q: 3 clusters Score -84799.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -84799.593750 Penalty: 712.929749
	Iteration 52F: 3 clusters Score -84799.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (565447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565447 members 
Entering Unmasked Estep 
Score: -21790232.000000 Penalty: 602.664429
	Iteration 0F: 2 clusters Score -2.179023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282411 members 
Mstep: Class 2 contains 283036 members 
Entering Unmasked Estep 
Score: -21434656.000000 Penalty: 1205.328857
	Iteration 0F: 3 clusters Score -2.143466e+07 nChanged 280134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252247 members 
Mstep: Class 2 contains 313200 members 
Entering Unmasked Estep 
Score: -21607660.000000 Penalty: 1205.328857
	Iteration 1F: 3 clusters Score -2.160766e+07 nChanged 28489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231862 members 
Mstep: Class 2 contains 333585 members 
Entering Unmasked Estep 
Score: -21619958.000000 Penalty: 1205.328857
	Iteration 2F: 3 clusters Score -2.161996e+07 nChanged 37800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201526 members 
Mstep: Class 2 contains 363921 members 
Entering Unmasked Estep 
Score: -21640794.000000 Penalty: 1205.328857
	Iteration 3F: 3 clusters Score -2.164079e+07 nChanged 46061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162111 members 
Mstep: Class 2 contains 403336 members 
Entering Unmasked Estep 
Score: -21668758.000000 Penalty: 1205.328857
	Iteration 4F: 3 clusters Score -2.166876e+07 nChanged 48820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118321 members 
Mstep: Class 2 contains 447126 members 
Entering Unmasked Estep 
Score: -21696980.000000 Penalty: 1205.328857
	Iteration 5F: 3 clusters Score -2.169698e+07 nChanged 41061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80130 members 
Mstep: Class 2 contains 485317 members 
Entering Unmasked Estep 
Score: -21725608.000000 Penalty: 1205.328857
	Iteration 6F: 3 clusters Score -2.172561e+07 nChanged 28125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53383 members 
Mstep: Class 2 contains 512064 members 
Entering Unmasked Estep 
Score: -21746688.000000 Penalty: 1205.328857
	Iteration 7Q: 3 clusters Score -2.174669e+07 nChanged 17575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 528889 members 
Entering Unmasked Estep 
Score: -21762072.000000 Penalty: 1205.328857
	Iteration 8Q: 3 clusters Score -2.176207e+07 nChanged 10375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 538752 members 
Entering Unmasked Estep 
Score: -21770384.000000 Penalty: 1205.328857
	Iteration 9Q: 3 clusters Score -2.177038e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 545034 members 
Entering Unmasked Estep 
Score: -21775480.000000 Penalty: 1205.328857
	Iteration 10Q: 3 clusters Score -2.177548e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 549583 members 
Entering Unmasked Estep 
Score: -21778934.000000 Penalty: 1205.328857
	Iteration 11Q: 3 clusters Score -2.177893e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 553075 members 
Entering Unmasked Estep 
Score: -21781492.000000 Penalty: 1205.328857
	Iteration 12Q: 3 clusters Score -2.178149e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 555782 members 
Entering Unmasked Estep 
Score: -21783622.000000 Penalty: 1205.328857
	Iteration 13Q: 3 clusters Score -2.178362e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 557868 members 
Entering Unmasked Estep 
Score: -21785032.000000 Penalty: 1205.328857
	Iteration 14Q: 3 clusters Score -2.178503e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 559436 members 
Entering Unmasked Estep 
Score: -21786096.000000 Penalty: 1205.328857
	Iteration 15Q: 3 clusters Score -2.17861e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 560610 members 
Entering Unmasked Estep 
Score: -21786950.000000 Penalty: 1205.328857
	Iteration 16Q: 3 clusters Score -2.178695e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 561523 members 
Entering Unmasked Estep 
Score: -21787634.000000 Penalty: 1205.328857
	Iteration 17Q: 3 clusters Score -2.178763e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 562212 members 
Entering Unmasked Estep 
Score: -21788296.000000 Penalty: 1205.328857
	Iteration 18Q: 3 clusters Score -2.17883e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 562732 members 
Entering Unmasked Estep 
Score: -21788722.000000 Penalty: 1205.328857
	Iteration 19Q: 3 clusters Score -2.178872e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 563097 members 
Entering Unmasked Estep 
Score: -21789042.000000 Penalty: 1205.328857
	Iteration 20F: 3 clusters Score -2.178904e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 563376 members 
Entering Unmasked Estep 
Score: -21789294.000000 Penalty: 1205.328857
	Iteration 21Q: 3 clusters Score -2.178929e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 563562 members 
Entering Unmasked Estep 
Score: -21789470.000000 Penalty: 1205.328857
	Iteration 22Q: 3 clusters Score -2.178947e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 563672 members 
Entering Unmasked Estep 
Score: -21789644.000000 Penalty: 1205.328857
	Iteration 23Q: 3 clusters Score -2.178964e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 563753 members 
Entering Unmasked Estep 
Score: -21789782.000000 Penalty: 1205.328857
	Iteration 24Q: 3 clusters Score -2.178978e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 563809 members 
Entering Unmasked Estep 
Score: -21789900.000000 Penalty: 1205.328857
	Iteration 25Q: 3 clusters Score -2.17899e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 563830 members 
Entering Unmasked Estep 
Score: -21789956.000000 Penalty: 1205.328857
	Iteration 26Q: 3 clusters Score -2.178996e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 563857 members 
Entering Unmasked Estep 
Score: -21790040.000000 Penalty: 1205.328857
	Iteration 27Q: 3 clusters Score -2.179004e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 563887 members 
Entering Unmasked Estep 
Score: -21790106.000000 Penalty: 1205.328857
	Iteration 28Q: 3 clusters Score -2.179011e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 563899 members 
Entering Unmasked Estep 
Score: -21790150.000000 Penalty: 1205.328857
	Iteration 29Q: 3 clusters Score -2.179015e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 563912 members 
Entering Unmasked Estep 
Score: -21790180.000000 Penalty: 1205.328857
	Iteration 30Q: 3 clusters Score -2.179018e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 563922 members 
Entering Unmasked Estep 
Score: -21790210.000000 Penalty: 1205.328857
	Iteration 31Q: 3 clusters Score -2.179021e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 563943 members 
Entering Unmasked Estep 
Score: -21790210.000000 Penalty: 1205.328857
	Iteration 32Q: 3 clusters Score -2.179021e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 563950 members 
Entering Unmasked Estep 
Score: -21790218.000000 Penalty: 1205.328857
	Iteration 33Q: 3 clusters Score -2.179022e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 563960 members 
Entering Unmasked Estep 
Score: -21790226.000000 Penalty: 1205.328857
	Iteration 34Q: 3 clusters Score -2.179023e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 563968 members 
Entering Unmasked Estep 
Score: -21790232.000000 Penalty: 1205.328857
	Iteration 35Q: 3 clusters Score -2.179023e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 563973 members 
Entering Unmasked Estep 
Score: -21790244.000000 Penalty: 1205.328857
	Iteration 36Q: 3 clusters Score -2.179024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 563972 members 
Entering Unmasked Estep 
Score: -21790238.000000 Penalty: 1205.328857
	Iteration 37Q: 3 clusters Score -2.179024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 563970 members 
Entering Unmasked Estep 
Score: -21790240.000000 Penalty: 1205.328857
	Iteration 38Q: 3 clusters Score -2.179024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 563968 members 
Entering Unmasked Estep 
Score: -21790268.000000 Penalty: 1205.328857
	Iteration 39Q: 3 clusters Score -2.179027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 563969 members 
Entering Unmasked Estep 
Score: -21790292.000000 Penalty: 1205.328857
	Iteration 40F: 3 clusters Score -2.179029e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 563938 members 
Entering Unmasked Estep 
Score: -21790316.000000 Penalty: 1205.328857
	Iteration 41Q: 3 clusters Score -2.179032e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 563909 members 
Entering Unmasked Estep 
Score: -21790376.000000 Penalty: 1205.328857
	Iteration 42Q: 3 clusters Score -2.179038e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 563872 members 
Entering Unmasked Estep 
Score: -21790396.000000 Penalty: 1205.328857
	Iteration 43Q: 3 clusters Score -2.17904e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 563854 members 
Entering Unmasked Estep 
Score: -21790444.000000 Penalty: 1205.328857
	Iteration 44Q: 3 clusters Score -2.179044e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 563828 members 
Entering Unmasked Estep 
Score: -21790456.000000 Penalty: 1205.328857
	Iteration 45Q: 3 clusters Score -2.179046e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 563796 members 
Entering Unmasked Estep 
Score: -21790506.000000 Penalty: 1205.328857
	Iteration 46Q: 3 clusters Score -2.179051e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 563769 members 
Entering Unmasked Estep 
Score: -21790498.000000 Penalty: 1205.328857
	Iteration 47Q: 3 clusters Score -2.17905e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 563742 members 
Entering Unmasked Estep 
Score: -21790506.000000 Penalty: 1205.328857
	Iteration 48Q: 3 clusters Score -2.179051e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 563714 members 
Entering Unmasked Estep 
Score: -21790552.000000 Penalty: 1205.328857
	Iteration 49Q: 3 clusters Score -2.179055e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 563693 members 
Entering Unmasked Estep 
Score: -21790590.000000 Penalty: 1205.328857
	Iteration 50Q: 3 clusters Score -2.179059e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 563678 members 
Entering Unmasked Estep 
Score: -21790596.000000 Penalty: 1205.328857
	Iteration 51Q: 3 clusters Score -2.17906e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 563661 members 
Entering Unmasked Estep 
Score: -21790608.000000 Penalty: 1205.328857
	Iteration 52Q: 3 clusters Score -2.179061e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 563649 members 
Entering Unmasked Estep 
Score: -21790628.000000 Penalty: 1205.328857
	Iteration 53Q: 3 clusters Score -2.179063e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 563629 members 
Entering Unmasked Estep 
Score: -21790638.000000 Penalty: 1205.328857
	Iteration 54Q: 3 clusters Score -2.179064e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 563594 members 
Entering Unmasked Estep 
Score: -21790662.000000 Penalty: 1205.328857
	Iteration 55Q: 3 clusters Score -2.179066e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 563562 members 
Entering Unmasked Estep 
Score: -21790666.000000 Penalty: 1205.328857
	Iteration 56Q: 3 clusters Score -2.179067e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 563536 members 
Entering Unmasked Estep 
Score: -21790664.000000 Penalty: 1205.328857
	Iteration 57Q: 3 clusters Score -2.179066e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 563516 members 
Entering Unmasked Estep 
Score: -21790664.000000 Penalty: 1205.328857
	Iteration 58Q: 3 clusters Score -2.179066e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 563504 members 
Entering Unmasked Estep 
Score: -21790670.000000 Penalty: 1205.328857
	Iteration 59Q: 3 clusters Score -2.179067e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 563494 members 
Entering Unmasked Estep 
Score: -21790646.000000 Penalty: 1205.328857
	Iteration 60F: 3 clusters Score -2.179065e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 563488 members 
Entering Unmasked Estep 
Score: -21790628.000000 Penalty: 1205.328857
	Iteration 61Q: 3 clusters Score -2.179063e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 563481 members 
Entering Unmasked Estep 
Score: -21790670.000000 Penalty: 1205.328857
	Iteration 62Q: 3 clusters Score -2.179067e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 563471 members 
Entering Unmasked Estep 
Score: -21790686.000000 Penalty: 1205.328857
	Iteration 63Q: 3 clusters Score -2.179069e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 563458 members 
Entering Unmasked Estep 
Score: -21790686.000000 Penalty: 1205.328857
	Iteration 64Q: 3 clusters Score -2.179069e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 563444 members 
Entering Unmasked Estep 
Score: -21790696.000000 Penalty: 1205.328857
	Iteration 65Q: 3 clusters Score -2.17907e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 563435 members 
Entering Unmasked Estep 
Score: -21790688.000000 Penalty: 1205.328857
	Iteration 66Q: 3 clusters Score -2.179069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 563428 members 
Entering Unmasked Estep 
Score: -21790658.000000 Penalty: 1205.328857
	Iteration 67Q: 3 clusters Score -2.179066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 563424 members 
Entering Unmasked Estep 
Score: -21790676.000000 Penalty: 1205.328857
	Iteration 68Q: 3 clusters Score -2.179068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 563421 members 
Entering Unmasked Estep 
Score: -21790678.000000 Penalty: 1205.328857
	Iteration 69Q: 3 clusters Score -2.179068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 563415 members 
Entering Unmasked Estep 
Score: -21790688.000000 Penalty: 1205.328857
	Iteration 70Q: 3 clusters Score -2.179069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 563415 members 
Entering Unmasked Estep 
Score: -21790696.000000 Penalty: 1205.328857
	Iteration 71Q: 3 clusters Score -2.17907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 563414 members 
Entering Unmasked Estep 
Score: -21790666.000000 Penalty: 1205.328857
	Iteration 72Q: 3 clusters Score -2.179067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 563413 members 
Entering Unmasked Estep 
Score: -21790664.000000 Penalty: 1205.328857
	Iteration 73Q: 3 clusters Score -2.179066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 563412 members 
Entering Unmasked Estep 
Score: -21790672.000000 Penalty: 1205.328857
	Iteration 74Q: 3 clusters Score -2.179067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 563412 members 
Entering Unmasked Estep 
Score: -21790672.000000 Penalty: 1205.328857
	Iteration 75F: 3 clusters Score -2.179067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 10546 members 
Mstep: Class 6 contains 480172 members 
Mstep: Class 7 contains 10605 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 13340 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 12771 members 
Mstep: Class 13 contains 7099 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 10829 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 2035 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 8066 members 
Mstep: Class 20 contains 13400 members 
Mstep: Class 21 contains 11884 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 22999 members 
Mstep: Class 24 contains 8575 members 
Mstep: Class 25 contains 16941 members 
Mstep: Class 26 contains 108405 members 
Mstep: Class 27 contains 9687 members 
Mstep: Class 28 contains 1255 members 
Mstep: Class 29 contains 1098 members 
Mstep: Class 30 contains 16853 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 2958 members 
Mstep: Class 33 contains 3443 members 
Mstep: Class 34 contains 6997 members 
Mstep: Class 35 contains 563412 members 
Entering Unmasked Estep 
Score: -50356912.000000 Penalty: 22523.314453
Splitting cluster 17 changes total score from -50350368.000000 to -50356912.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 18 (4112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Entering Unmasked Estep 
Score: -151110.500000 Penalty: 378.635742
	Iteration 0F: 2 clusters Score -151110.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -148317.109375 Penalty: 757.271484
	Iteration 0F: 3 clusters Score -148317.1 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -149360.265625 Penalty: 757.271484
	Iteration 1F: 3 clusters Score -149360.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -149476.125000 Penalty: 757.271484
	Iteration 2F: 3 clusters Score -149476.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -149559.875000 Penalty: 757.271484
	Iteration 3F: 3 clusters Score -149559.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -149636.484375 Penalty: 757.271484
	Iteration 4Q: 3 clusters Score -149636.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -149706.453125 Penalty: 757.271484
	Iteration 5Q: 3 clusters Score -149706.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -149765.968750 Penalty: 757.271484
	Iteration 6Q: 3 clusters Score -149766 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -149817.671875 Penalty: 757.271484
	Iteration 7Q: 3 clusters Score -149817.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -149861.609375 Penalty: 757.271484
	Iteration 8Q: 3 clusters Score -149861.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -149916.359375 Penalty: 757.271484
	Iteration 9Q: 3 clusters Score -149916.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -149979.109375 Penalty: 757.271484
	Iteration 10Q: 3 clusters Score -149979.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -150061.703125 Penalty: 757.271484
	Iteration 11Q: 3 clusters Score -150061.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -150139.781250 Penalty: 757.271484
	Iteration 12Q: 3 clusters Score -150139.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -150240.953125 Penalty: 757.271484
	Iteration 13Q: 3 clusters Score -150241 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -150337.937500 Penalty: 757.271484
	Iteration 14Q: 3 clusters Score -150337.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -150420.578125 Penalty: 757.271484
	Iteration 15Q: 3 clusters Score -150420.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -150492.093750 Penalty: 757.271484
	Iteration 16Q: 3 clusters Score -150492.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -150543.140625 Penalty: 757.271484
	Iteration 17Q: 3 clusters Score -150543.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -150584.828125 Penalty: 757.271484
	Iteration 18Q: 3 clusters Score -150584.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -150612.312500 Penalty: 757.271484
	Iteration 19Q: 3 clusters Score -150612.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -150638.781250 Penalty: 757.271484
	Iteration 20F: 3 clusters Score -150638.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -150660.328125 Penalty: 757.271484
	Iteration 21Q: 3 clusters Score -150660.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -150677.234375 Penalty: 757.271484
	Iteration 22Q: 3 clusters Score -150677.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -150694.062500 Penalty: 757.271484
	Iteration 23Q: 3 clusters Score -150694.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -150713.421875 Penalty: 757.271484
	Iteration 24Q: 3 clusters Score -150713.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -150731.781250 Penalty: 757.271484
	Iteration 25Q: 3 clusters Score -150731.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -150743.609375 Penalty: 757.271484
	Iteration 26Q: 3 clusters Score -150743.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -150752.250000 Penalty: 757.271484
	Iteration 27Q: 3 clusters Score -150752.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -150755.656250 Penalty: 757.271484
	Iteration 28Q: 3 clusters Score -150755.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -150758.609375 Penalty: 757.271484
	Iteration 29Q: 3 clusters Score -150758.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -150760.406250 Penalty: 757.271484
	Iteration 30Q: 3 clusters Score -150760.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -150762.046875 Penalty: 757.271484
	Iteration 31Q: 3 clusters Score -150762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -150764.593750 Penalty: 757.271484
	Iteration 32Q: 3 clusters Score -150764.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -150764.968750 Penalty: 757.271484
	Iteration 33Q: 3 clusters Score -150765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -150765.984375 Penalty: 757.271484
	Iteration 34Q: 3 clusters Score -150766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -150766.515625 Penalty: 757.271484
	Iteration 35Q: 3 clusters Score -150766.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -150766.890625 Penalty: 757.271484
	Iteration 36Q: 3 clusters Score -150766.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -150766.937500 Penalty: 757.271484
	Iteration 37Q: 3 clusters Score -150766.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -150766.937500 Penalty: 757.271484
	Iteration 38F: 3 clusters Score -150766.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Entering Unmasked Estep 
Score: -294100.437500 Penalty: 409.291290
	Iteration 0F: 2 clusters Score -294100.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -288740.781250 Penalty: 818.582581
	Iteration 0F: 3 clusters Score -288740.8 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -290939.593750 Penalty: 818.582581
	Iteration 1F: 3 clusters Score -290939.6 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -291353.500000 Penalty: 818.582581
	Iteration 2F: 3 clusters Score -291353.5 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -291986.656250 Penalty: 818.582581
	Iteration 3F: 3 clusters Score -291986.7 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -292647.281250 Penalty: 818.582581
	Iteration 4F: 3 clusters Score -292647.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -293154.968750 Penalty: 818.582581
	Iteration 5F: 3 clusters Score -293155 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -293520.375000 Penalty: 818.582581
	Iteration 6F: 3 clusters Score -293520.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -293711.531250 Penalty: 818.582581
	Iteration 7Q: 3 clusters Score -293711.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -293831.343750 Penalty: 818.582581
	Iteration 8Q: 3 clusters Score -293831.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -293910.906250 Penalty: 818.582581
	Iteration 9Q: 3 clusters Score -293910.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -293977.687500 Penalty: 818.582581
	Iteration 10Q: 3 clusters Score -293977.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -294033.750000 Penalty: 818.582581
	Iteration 11Q: 3 clusters Score -294033.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -294066.843750 Penalty: 818.582581
	Iteration 12Q: 3 clusters Score -294066.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -294099.968750 Penalty: 818.582581
	Iteration 13Q: 3 clusters Score -294100 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -294122.343750 Penalty: 818.582581
	Iteration 14Q: 3 clusters Score -294122.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -294150.718750 Penalty: 818.582581
	Iteration 15Q: 3 clusters Score -294150.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -294173.062500 Penalty: 818.582581
	Iteration 16Q: 3 clusters Score -294173.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -294191.375000 Penalty: 818.582581
	Iteration 17Q: 3 clusters Score -294191.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -294208.062500 Penalty: 818.582581
	Iteration 18Q: 3 clusters Score -294208.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -294221.406250 Penalty: 818.582581
	Iteration 19Q: 3 clusters Score -294221.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -294240.937500 Penalty: 818.582581
	Iteration 20F: 3 clusters Score -294240.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -294253.593750 Penalty: 818.582581
	Iteration 21Q: 3 clusters Score -294253.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -294266.562500 Penalty: 818.582581
	Iteration 22Q: 3 clusters Score -294266.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -294276.656250 Penalty: 818.582581
	Iteration 23Q: 3 clusters Score -294276.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -294281.218750 Penalty: 818.582581
	Iteration 24Q: 3 clusters Score -294281.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -294284.250000 Penalty: 818.582581
	Iteration 25Q: 3 clusters Score -294284.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -294289.750000 Penalty: 818.582581
	Iteration 26Q: 3 clusters Score -294289.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -294293.656250 Penalty: 818.582581
	Iteration 27Q: 3 clusters Score -294293.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -294296.125000 Penalty: 818.582581
	Iteration 28Q: 3 clusters Score -294296.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -294297.187500 Penalty: 818.582581
	Iteration 29Q: 3 clusters Score -294297.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -294299.218750 Penalty: 818.582581
	Iteration 30Q: 3 clusters Score -294299.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -294301.187500 Penalty: 818.582581
	Iteration 31Q: 3 clusters Score -294301.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -294303.625000 Penalty: 818.582581
	Iteration 32Q: 3 clusters Score -294303.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -294305.406250 Penalty: 818.582581
	Iteration 33Q: 3 clusters Score -294305.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -294306.375000 Penalty: 818.582581
	Iteration 34Q: 3 clusters Score -294306.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -294306.812500 Penalty: 818.582581
	Iteration 35Q: 3 clusters Score -294306.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -294306.250000 Penalty: 818.582581
	Iteration 36Q: 3 clusters Score -294306.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -294306.250000 Penalty: 818.582581
	Iteration 37F: 3 clusters Score -294306.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 10546 members 
Mstep: Class 6 contains 480172 members 
Mstep: Class 7 contains 10605 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 13340 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 12771 members 
Mstep: Class 13 contains 7099 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 10829 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 2035 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 7418 members 
Mstep: Class 20 contains 13400 members 
Mstep: Class 21 contains 11884 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 22999 members 
Mstep: Class 24 contains 8575 members 
Mstep: Class 25 contains 16941 members 
Mstep: Class 26 contains 108405 members 
Mstep: Class 27 contains 9687 members 
Mstep: Class 28 contains 1255 members 
Mstep: Class 29 contains 1098 members 
Mstep: Class 30 contains 16853 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 2958 members 
Mstep: Class 33 contains 3443 members 
Mstep: Class 34 contains 6997 members 
Mstep: Class 35 contains 563412 members 
Mstep: Class 36 contains 648 members 
Entering Unmasked Estep 
Score: -50356832.000000 Penalty: 23166.837891
Splitting cluster 19 changes total score from -50350368.000000 to -50356832.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 20 (13400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Entering Unmasked Estep 
Score: -465353.656250 Penalty: 432.386932
	Iteration 0F: 2 clusters Score -465353.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -456454.000000 Penalty: 864.773865
	Iteration 0F: 3 clusters Score -456454 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -460539.375000 Penalty: 864.773865
	Iteration 1F: 3 clusters Score -460539.4 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -461014.312500 Penalty: 864.773865
	Iteration 2F: 3 clusters Score -461014.3 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -461444.656250 Penalty: 864.773865
	Iteration 3F: 3 clusters Score -461444.7 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -461874.562500 Penalty: 864.773865
	Iteration 4F: 3 clusters Score -461874.6 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -462309.687500 Penalty: 864.773865
	Iteration 5F: 3 clusters Score -462309.7 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -462690.093750 Penalty: 864.773865
	Iteration 6Q: 3 clusters Score -462690.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -463013.406250 Penalty: 864.773865
	Iteration 7Q: 3 clusters Score -463013.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -463282.375000 Penalty: 864.773865
	Iteration 8Q: 3 clusters Score -463282.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -463539.375000 Penalty: 864.773865
	Iteration 9Q: 3 clusters Score -463539.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -463818.625000 Penalty: 864.773865
	Iteration 10Q: 3 clusters Score -463818.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -464143.406250 Penalty: 864.773865
	Iteration 11Q: 3 clusters Score -464143.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -464605.343750 Penalty: 864.773865
	Iteration 12Q: 3 clusters Score -464605.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -465314.531250 Penalty: 864.773865
	Iteration 13Q: 3 clusters Score -465314.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -466079.437500 Penalty: 864.773865
	Iteration 14Q: 3 clusters Score -466079.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -466666.937500 Penalty: 864.773865
	Iteration 15Q: 3 clusters Score -466666.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -467171.875000 Penalty: 864.773865
	Iteration 16Q: 3 clusters Score -467171.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -467677.281250 Penalty: 864.773865
	Iteration 17Q: 3 clusters Score -467677.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -467870.156250 Penalty: 864.773865
	Iteration 18Q: 3 clusters Score -467870.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -467914.625000 Penalty: 864.773865
	Iteration 19Q: 3 clusters Score -467914.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -467920.750000 Penalty: 864.773865
	Iteration 20F: 3 clusters Score -467920.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -467924.000000 Penalty: 864.773865
	Iteration 21Q: 3 clusters Score -467924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -467926.593750 Penalty: 864.773865
	Iteration 22Q: 3 clusters Score -467926.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -467927.750000 Penalty: 864.773865
	Iteration 23Q: 3 clusters Score -467927.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -467927.125000 Penalty: 864.773865
	Iteration 24Q: 3 clusters Score -467927.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -467927.531250 Penalty: 864.773865
	Iteration 25Q: 3 clusters Score -467927.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -467929.125000 Penalty: 864.773865
	Iteration 26Q: 3 clusters Score -467929.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -467929.125000 Penalty: 864.773865
	Iteration 27Q: 3 clusters Score -467929.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -467929.781250 Penalty: 864.773865
	Iteration 28Q: 3 clusters Score -467929.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -467929.437500 Penalty: 864.773865
	Iteration 29Q: 3 clusters Score -467929.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -467929.250000 Penalty: 864.773865
	Iteration 30Q: 3 clusters Score -467929.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -467930.875000 Penalty: 864.773865
	Iteration 31Q: 3 clusters Score -467930.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -467930.968750 Penalty: 864.773865
	Iteration 32Q: 3 clusters Score -467931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -467930.500000 Penalty: 864.773865
	Iteration 33Q: 3 clusters Score -467930.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -467930.500000 Penalty: 864.773865
	Iteration 34Q: 3 clusters Score -467930.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -467931.312500 Penalty: 864.773865
	Iteration 35Q: 3 clusters Score -467931.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -467931.375000 Penalty: 864.773865
	Iteration 36Q: 3 clusters Score -467931.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -467932.125000 Penalty: 864.773865
	Iteration 37Q: 3 clusters Score -467932.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -467931.468750 Penalty: 864.773865
	Iteration 38Q: 3 clusters Score -467931.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -467931.187500 Penalty: 864.773865
	Iteration 39Q: 3 clusters Score -467931.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -467931.187500 Penalty: 864.773865
	Iteration 40F: 3 clusters Score -467931.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 10546 members 
Mstep: Class 6 contains 480172 members 
Mstep: Class 7 contains 10605 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 13340 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 12771 members 
Mstep: Class 13 contains 7099 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 10829 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 2035 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 7418 members 
Mstep: Class 20 contains 6774 members 
Mstep: Class 21 contains 11884 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 22999 members 
Mstep: Class 24 contains 8575 members 
Mstep: Class 25 contains 16941 members 
Mstep: Class 26 contains 108405 members 
Mstep: Class 27 contains 9687 members 
Mstep: Class 28 contains 1255 members 
Mstep: Class 29 contains 1098 members 
Mstep: Class 30 contains 16853 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 2958 members 
Mstep: Class 33 contains 3443 members 
Mstep: Class 34 contains 6997 members 
Mstep: Class 35 contains 563412 members 
Mstep: Class 36 contains 648 members 
Mstep: Class 37 contains 6626 members 
Entering Unmasked Estep 
Score: -50359112.000000 Penalty: 23810.361328
Splitting cluster 20 changes total score from -50350368.000000 to -50359112.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 21 (11884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Entering Unmasked Estep 
Score: -443087.218750 Penalty: 426.924133
	Iteration 0F: 2 clusters Score -443087.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -435192.281250 Penalty: 853.848267
	Iteration 0F: 3 clusters Score -435192.3 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -439092.968750 Penalty: 853.848267
	Iteration 1F: 3 clusters Score -439093 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -439693.718750 Penalty: 853.848267
	Iteration 2F: 3 clusters Score -439693.7 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -440183.750000 Penalty: 853.848267
	Iteration 3F: 3 clusters Score -440183.8 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -440584.437500 Penalty: 853.848267
	Iteration 4F: 3 clusters Score -440584.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -440888.281250 Penalty: 853.848267
	Iteration 5Q: 3 clusters Score -440888.3 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -441149.156250 Penalty: 853.848267
	Iteration 6Q: 3 clusters Score -441149.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -441346.343750 Penalty: 853.848267
	Iteration 7Q: 3 clusters Score -441346.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -441500.687500 Penalty: 853.848267
	Iteration 8Q: 3 clusters Score -441500.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -441647.500000 Penalty: 853.848267
	Iteration 9Q: 3 clusters Score -441647.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -441800.031250 Penalty: 853.848267
	Iteration 10Q: 3 clusters Score -441800 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -441938.406250 Penalty: 853.848267
	Iteration 11Q: 3 clusters Score -441938.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -442032.937500 Penalty: 853.848267
	Iteration 12Q: 3 clusters Score -442032.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -442085.906250 Penalty: 853.848267
	Iteration 13Q: 3 clusters Score -442085.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -442114.968750 Penalty: 853.848267
	Iteration 14Q: 3 clusters Score -442115 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -442130.125000 Penalty: 853.848267
	Iteration 15Q: 3 clusters Score -442130.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -442141.875000 Penalty: 853.848267
	Iteration 16Q: 3 clusters Score -442141.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -442151.250000 Penalty: 853.848267
	Iteration 17Q: 3 clusters Score -442151.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -442157.843750 Penalty: 853.848267
	Iteration 18Q: 3 clusters Score -442157.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -442161.156250 Penalty: 853.848267
	Iteration 19Q: 3 clusters Score -442161.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -442167.562500 Penalty: 853.848267
	Iteration 20F: 3 clusters Score -442167.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -442168.031250 Penalty: 853.848267
	Iteration 21Q: 3 clusters Score -442168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -442170.281250 Penalty: 853.848267
	Iteration 22Q: 3 clusters Score -442170.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -442172.281250 Penalty: 853.848267
	Iteration 23Q: 3 clusters Score -442172.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -442174.593750 Penalty: 853.848267
	Iteration 24Q: 3 clusters Score -442174.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -442175.500000 Penalty: 853.848267
	Iteration 25Q: 3 clusters Score -442175.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -442176.843750 Penalty: 853.848267
	Iteration 26Q: 3 clusters Score -442176.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -442177.125000 Penalty: 853.848267
	Iteration 27Q: 3 clusters Score -442177.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -442177.343750 Penalty: 853.848267
	Iteration 28Q: 3 clusters Score -442177.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -442178.406250 Penalty: 853.848267
	Iteration 29Q: 3 clusters Score -442178.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -442177.625000 Penalty: 853.848267
	Iteration 30Q: 3 clusters Score -442177.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -442179.968750 Penalty: 853.848267
	Iteration 31Q: 3 clusters Score -442180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -442180.375000 Penalty: 853.848267
	Iteration 32Q: 3 clusters Score -442180.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -442182.125000 Penalty: 853.848267
	Iteration 33Q: 3 clusters Score -442182.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -442182.062500 Penalty: 853.848267
	Iteration 34Q: 3 clusters Score -442182.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -442182.468750 Penalty: 853.848267
	Iteration 35Q: 3 clusters Score -442182.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -442182.812500 Penalty: 853.848267
	Iteration 36Q: 3 clusters Score -442182.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -442182.437500 Penalty: 853.848267
	Iteration 37Q: 3 clusters Score -442182.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -442183.093750 Penalty: 853.848267
	Iteration 38Q: 3 clusters Score -442183.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -442183.125000 Penalty: 853.848267
	Iteration 39Q: 3 clusters Score -442183.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -442183.156250 Penalty: 853.848267
	Iteration 40F: 3 clusters Score -442183.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -442183.125000 Penalty: 853.848267
	Iteration 41Q: 3 clusters Score -442183.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -442183.343750 Penalty: 853.848267
	Iteration 42Q: 3 clusters Score -442183.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -442182.906250 Penalty: 853.848267
	Iteration 43Q: 3 clusters Score -442182.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -442182.562500 Penalty: 853.848267
	Iteration 44Q: 3 clusters Score -442182.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -442182.406250 Penalty: 853.848267
	Iteration 45Q: 3 clusters Score -442182.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -442182.968750 Penalty: 853.848267
	Iteration 46Q: 3 clusters Score -442183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -442182.843750 Penalty: 853.848267
	Iteration 47Q: 3 clusters Score -442182.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -442184.031250 Penalty: 853.848267
	Iteration 48Q: 3 clusters Score -442184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -442183.781250 Penalty: 853.848267
	Iteration 49Q: 3 clusters Score -442183.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -442183.968750 Penalty: 853.848267
	Iteration 50Q: 3 clusters Score -442184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -442184.093750 Penalty: 853.848267
	Iteration 51Q: 3 clusters Score -442184.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -442183.906250 Penalty: 853.848267
	Iteration 52Q: 3 clusters Score -442183.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -442183.875000 Penalty: 853.848267
	Iteration 53Q: 3 clusters Score -442183.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -442184.687500 Penalty: 853.848267
	Iteration 54Q: 3 clusters Score -442184.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -442183.562500 Penalty: 853.848267
	Iteration 55Q: 3 clusters Score -442183.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -442184.343750 Penalty: 853.848267
	Iteration 56Q: 3 clusters Score -442184.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -442183.437500 Penalty: 853.848267
	Iteration 57Q: 3 clusters Score -442183.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -442183.437500 Penalty: 853.848267
	Iteration 58Q: 3 clusters Score -442183.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -442184.437500 Penalty: 853.848267
	Iteration 59Q: 3 clusters Score -442184.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -442183.406250 Penalty: 853.848267
	Iteration 60F: 3 clusters Score -442183.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -442185.250000 Penalty: 853.848267
	Iteration 61Q: 3 clusters Score -442185.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -442185.343750 Penalty: 853.848267
	Iteration 62Q: 3 clusters Score -442185.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -442185.125000 Penalty: 853.848267
	Iteration 63Q: 3 clusters Score -442185.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -442185.718750 Penalty: 853.848267
	Iteration 64Q: 3 clusters Score -442185.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -442184.312500 Penalty: 853.848267
	Iteration 65Q: 3 clusters Score -442184.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -442184.531250 Penalty: 853.848267
	Iteration 66Q: 3 clusters Score -442184.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -442184.968750 Penalty: 853.848267
	Iteration 67Q: 3 clusters Score -442185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -442184.187500 Penalty: 853.848267
	Iteration 68Q: 3 clusters Score -442184.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -442184.937500 Penalty: 853.848267
	Iteration 69Q: 3 clusters Score -442184.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -442185.656250 Penalty: 853.848267
	Iteration 70Q: 3 clusters Score -442185.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -442186.406250 Penalty: 853.848267
	Iteration 71Q: 3 clusters Score -442186.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -442186.781250 Penalty: 853.848267
	Iteration 72Q: 3 clusters Score -442186.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -442186.781250 Penalty: 853.848267
	Iteration 73F: 3 clusters Score -442186.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -33090.957031 Penalty: 310.804779
	Iteration 0F: 2 clusters Score -33090.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -32318.533203 Penalty: 621.609558
	Iteration 0F: 3 clusters Score -32318.53 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -32519.849609 Penalty: 621.609558
	Iteration 1F: 3 clusters Score -32519.85 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -32553.523438 Penalty: 621.609558
	Iteration 2F: 3 clusters Score -32553.52 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -32589.308594 Penalty: 621.609558
	Iteration 3F: 3 clusters Score -32589.31 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -32619.886719 Penalty: 621.609558
	Iteration 4Q: 3 clusters Score -32619.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -32655.310547 Penalty: 621.609558
	Iteration 5Q: 3 clusters Score -32655.31 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -32685.195312 Penalty: 621.609558
	Iteration 6Q: 3 clusters Score -32685.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -32713.429688 Penalty: 621.609558
	Iteration 7Q: 3 clusters Score -32713.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -32735.052734 Penalty: 621.609558
	Iteration 8Q: 3 clusters Score -32735.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -32747.708984 Penalty: 621.609558
	Iteration 9Q: 3 clusters Score -32747.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -32762.714844 Penalty: 621.609558
	Iteration 10Q: 3 clusters Score -32762.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -32783.332031 Penalty: 621.609558
	Iteration 11Q: 3 clusters Score -32783.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -32805.429688 Penalty: 621.609558
	Iteration 12Q: 3 clusters Score -32805.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -32823.031250 Penalty: 621.609558
	Iteration 13Q: 3 clusters Score -32823.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -32835.898438 Penalty: 621.609558
	Iteration 14Q: 3 clusters Score -32835.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -32843.902344 Penalty: 621.609558
	Iteration 15Q: 3 clusters Score -32843.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -32849.085938 Penalty: 621.609558
	Iteration 16Q: 3 clusters Score -32849.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -32850.472656 Penalty: 621.609558
	Iteration 17Q: 3 clusters Score -32850.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -32850.898438 Penalty: 621.609558
	Iteration 18Q: 3 clusters Score -32850.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -32850.898438 Penalty: 621.609558
	Iteration 19F: 3 clusters Score -32850.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Entering Unmasked Estep 
Score: -849724.750000 Penalty: 456.965881
	Iteration 0F: 2 clusters Score -849724.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -834497.437500 Penalty: 913.931763
	Iteration 0F: 3 clusters Score -834497.4 nChanged 10918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -841580.187500 Penalty: 913.931763
	Iteration 1F: 3 clusters Score -841580.2 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -842410.875000 Penalty: 913.931763
	Iteration 2F: 3 clusters Score -842410.9 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -843309.250000 Penalty: 913.931763
	Iteration 3F: 3 clusters Score -843309.2 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -844291.312500 Penalty: 913.931763
	Iteration 4F: 3 clusters Score -844291.3 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -845300.312500 Penalty: 913.931763
	Iteration 5F: 3 clusters Score -845300.3 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -846205.437500 Penalty: 913.931763
	Iteration 6F: 3 clusters Score -846205.4 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -846984.937500 Penalty: 913.931763
	Iteration 7Q: 3 clusters Score -846984.9 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -847815.250000 Penalty: 913.931763
	Iteration 8Q: 3 clusters Score -847815.2 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -848586.875000 Penalty: 913.931763
	Iteration 9Q: 3 clusters Score -848586.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -849217.500000 Penalty: 913.931763
	Iteration 10Q: 3 clusters Score -849217.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -849477.812500 Penalty: 913.931763
	Iteration 11Q: 3 clusters Score -849477.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -849591.687500 Penalty: 913.931763
	Iteration 12Q: 3 clusters Score -849591.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -849657.312500 Penalty: 913.931763
	Iteration 13Q: 3 clusters Score -849657.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -849705.375000 Penalty: 913.931763
	Iteration 14Q: 3 clusters Score -849705.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -849726.812500 Penalty: 913.931763
	Iteration 15Q: 3 clusters Score -849726.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -849742.562500 Penalty: 913.931763
	Iteration 16Q: 3 clusters Score -849742.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -849751.375000 Penalty: 913.931763
	Iteration 17Q: 3 clusters Score -849751.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -849760.375000 Penalty: 913.931763
	Iteration 18Q: 3 clusters Score -849760.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -849766.937500 Penalty: 913.931763
	Iteration 19Q: 3 clusters Score -849766.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -849777.687500 Penalty: 913.931763
	Iteration 20F: 3 clusters Score -849777.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -849779.375000 Penalty: 913.931763
	Iteration 21Q: 3 clusters Score -849779.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -849787.062500 Penalty: 913.931763
	Iteration 22Q: 3 clusters Score -849787.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -849790.125000 Penalty: 913.931763
	Iteration 23Q: 3 clusters Score -849790.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -849794.500000 Penalty: 913.931763
	Iteration 24Q: 3 clusters Score -849794.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -849797.312500 Penalty: 913.931763
	Iteration 25Q: 3 clusters Score -849797.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -849798.500000 Penalty: 913.931763
	Iteration 26Q: 3 clusters Score -849798.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -849798.875000 Penalty: 913.931763
	Iteration 27Q: 3 clusters Score -849798.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -849799.750000 Penalty: 913.931763
	Iteration 28Q: 3 clusters Score -849799.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -849799.312500 Penalty: 913.931763
	Iteration 29Q: 3 clusters Score -849799.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -849801.500000 Penalty: 913.931763
	Iteration 30Q: 3 clusters Score -849801.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -849801.562500 Penalty: 913.931763
	Iteration 31Q: 3 clusters Score -849801.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -849799.125000 Penalty: 913.931763
	Iteration 32Q: 3 clusters Score -849799.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -849801.937500 Penalty: 913.931763
	Iteration 33Q: 3 clusters Score -849801.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -849800.187500 Penalty: 913.931763
	Iteration 34Q: 3 clusters Score -849800.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -849801.250000 Penalty: 913.931763
	Iteration 35Q: 3 clusters Score -849801.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -849802.437500 Penalty: 913.931763
	Iteration 36Q: 3 clusters Score -849802.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -849802.000000 Penalty: 913.931763
	Iteration 37Q: 3 clusters Score -849802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -849802.250000 Penalty: 913.931763
	Iteration 38Q: 3 clusters Score -849802.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -849802.375000 Penalty: 913.931763
	Iteration 39Q: 3 clusters Score -849802.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -849803.437500 Penalty: 913.931763
	Iteration 40F: 3 clusters Score -849803.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -849804.187500 Penalty: 913.931763
	Iteration 41Q: 3 clusters Score -849804.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -849804.000000 Penalty: 913.931763
	Iteration 42Q: 3 clusters Score -849804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -849802.875000 Penalty: 913.931763
	Iteration 43Q: 3 clusters Score -849802.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -849803.125000 Penalty: 913.931763
	Iteration 44Q: 3 clusters Score -849803.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -849803.562500 Penalty: 913.931763
	Iteration 45Q: 3 clusters Score -849803.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -849802.687500 Penalty: 913.931763
	Iteration 46Q: 3 clusters Score -849802.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -849802.687500 Penalty: 913.931763
	Iteration 47F: 3 clusters Score -849802.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 10546 members 
Mstep: Class 6 contains 480172 members 
Mstep: Class 7 contains 10605 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 13340 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 12771 members 
Mstep: Class 13 contains 7099 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 10829 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 2035 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 7418 members 
Mstep: Class 20 contains 6774 members 
Mstep: Class 21 contains 11884 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 8575 members 
Mstep: Class 25 contains 16941 members 
Mstep: Class 26 contains 108405 members 
Mstep: Class 27 contains 9687 members 
Mstep: Class 28 contains 1255 members 
Mstep: Class 29 contains 1098 members 
Mstep: Class 30 contains 16853 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 2958 members 
Mstep: Class 33 contains 3443 members 
Mstep: Class 34 contains 6997 members 
Mstep: Class 35 contains 563412 members 
Mstep: Class 36 contains 648 members 
Mstep: Class 37 contains 6626 members 
Mstep: Class 38 contains 20592 members 
Entering Unmasked Estep 
Score: -50359152.000000 Penalty: 24453.884766
Splitting cluster 23 changes total score from -50350368.000000 to -50359152.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 24 (8575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Entering Unmasked Estep 
Score: -290820.937500 Penalty: 412.075592
	Iteration 0F: 2 clusters Score -290820.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -285105.187500 Penalty: 824.151184
	Iteration 0F: 3 clusters Score -285105.2 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -288263.687500 Penalty: 824.151184
	Iteration 1F: 3 clusters Score -288263.7 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -289121.187500 Penalty: 824.151184
	Iteration 2F: 3 clusters Score -289121.2 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -290048.531250 Penalty: 824.151184
	Iteration 3F: 3 clusters Score -290048.5 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -290974.843750 Penalty: 824.151184
	Iteration 4F: 3 clusters Score -290974.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -291695.000000 Penalty: 824.151184
	Iteration 5F: 3 clusters Score -291695 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -292144.625000 Penalty: 824.151184
	Iteration 6Q: 3 clusters Score -292144.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -292291.000000 Penalty: 824.151184
	Iteration 7Q: 3 clusters Score -292291 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -292343.406250 Penalty: 824.151184
	Iteration 8Q: 3 clusters Score -292343.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -292368.906250 Penalty: 824.151184
	Iteration 9Q: 3 clusters Score -292368.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -292383.312500 Penalty: 824.151184
	Iteration 10Q: 3 clusters Score -292383.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -292394.875000 Penalty: 824.151184
	Iteration 11Q: 3 clusters Score -292394.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -292402.531250 Penalty: 824.151184
	Iteration 12Q: 3 clusters Score -292402.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -292408.406250 Penalty: 824.151184
	Iteration 13Q: 3 clusters Score -292408.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -292413.343750 Penalty: 824.151184
	Iteration 14Q: 3 clusters Score -292413.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -292417.031250 Penalty: 824.151184
	Iteration 15Q: 3 clusters Score -292417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -292421.250000 Penalty: 824.151184
	Iteration 16Q: 3 clusters Score -292421.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -292425.218750 Penalty: 824.151184
	Iteration 17Q: 3 clusters Score -292425.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -292429.656250 Penalty: 824.151184
	Iteration 18Q: 3 clusters Score -292429.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -292433.562500 Penalty: 824.151184
	Iteration 19Q: 3 clusters Score -292433.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -292437.187500 Penalty: 824.151184
	Iteration 20F: 3 clusters Score -292437.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -292440.406250 Penalty: 824.151184
	Iteration 21Q: 3 clusters Score -292440.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -292444.437500 Penalty: 824.151184
	Iteration 22Q: 3 clusters Score -292444.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -292446.406250 Penalty: 824.151184
	Iteration 23Q: 3 clusters Score -292446.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -292447.625000 Penalty: 824.151184
	Iteration 24Q: 3 clusters Score -292447.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -292448.031250 Penalty: 824.151184
	Iteration 25Q: 3 clusters Score -292448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -292449.312500 Penalty: 824.151184
	Iteration 26Q: 3 clusters Score -292449.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -292449.937500 Penalty: 824.151184
	Iteration 27Q: 3 clusters Score -292449.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -292450.781250 Penalty: 824.151184
	Iteration 28Q: 3 clusters Score -292450.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -292452.093750 Penalty: 824.151184
	Iteration 29Q: 3 clusters Score -292452.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -292454.343750 Penalty: 824.151184
	Iteration 30Q: 3 clusters Score -292454.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -292454.718750 Penalty: 824.151184
	Iteration 31Q: 3 clusters Score -292454.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -292455.750000 Penalty: 824.151184
	Iteration 32Q: 3 clusters Score -292455.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -292457.781250 Penalty: 824.151184
	Iteration 33Q: 3 clusters Score -292457.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -292457.687500 Penalty: 824.151184
	Iteration 34Q: 3 clusters Score -292457.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -292457.937500 Penalty: 824.151184
	Iteration 35Q: 3 clusters Score -292457.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -292458.875000 Penalty: 824.151184
	Iteration 36Q: 3 clusters Score -292458.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -292459.625000 Penalty: 824.151184
	Iteration 37Q: 3 clusters Score -292459.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -292460.375000 Penalty: 824.151184
	Iteration 38Q: 3 clusters Score -292460.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -292460.343750 Penalty: 824.151184
	Iteration 39Q: 3 clusters Score -292460.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -292460.656250 Penalty: 824.151184
	Iteration 40F: 3 clusters Score -292460.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -292461.343750 Penalty: 824.151184
	Iteration 41Q: 3 clusters Score -292461.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -292462.437500 Penalty: 824.151184
	Iteration 42Q: 3 clusters Score -292462.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -292461.937500 Penalty: 824.151184
	Iteration 43Q: 3 clusters Score -292461.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -292462.500000 Penalty: 824.151184
	Iteration 44Q: 3 clusters Score -292462.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -292462.000000 Penalty: 824.151184
	Iteration 45Q: 3 clusters Score -292462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -292462.187500 Penalty: 824.151184
	Iteration 46Q: 3 clusters Score -292462.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -292462.312500 Penalty: 824.151184
	Iteration 47Q: 3 clusters Score -292462.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -292462.375000 Penalty: 824.151184
	Iteration 48Q: 3 clusters Score -292462.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -292462.406250 Penalty: 824.151184
	Iteration 49Q: 3 clusters Score -292462.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -292462.281250 Penalty: 824.151184
	Iteration 50Q: 3 clusters Score -292462.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -292462.281250 Penalty: 824.151184
	Iteration 51F: 3 clusters Score -292462.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 10546 members 
Mstep: Class 6 contains 480172 members 
Mstep: Class 7 contains 10605 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 13340 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 12771 members 
Mstep: Class 13 contains 7099 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 10829 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 2035 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 7418 members 
Mstep: Class 20 contains 6774 members 
Mstep: Class 21 contains 11884 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4588 members 
Mstep: Class 25 contains 16941 members 
Mstep: Class 26 contains 108405 members 
Mstep: Class 27 contains 9687 members 
Mstep: Class 28 contains 1255 members 
Mstep: Class 29 contains 1098 members 
Mstep: Class 30 contains 16853 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 2958 members 
Mstep: Class 33 contains 3443 members 
Mstep: Class 34 contains 6997 members 
Mstep: Class 35 contains 563412 members 
Mstep: Class 36 contains 648 members 
Mstep: Class 37 contains 6626 members 
Mstep: Class 38 contains 20592 members 
Mstep: Class 39 contains 3987 members 
Entering Unmasked Estep 
Score: -50360456.000000 Penalty: 25097.408203
Splitting cluster 24 changes total score from -50350368.000000 to -50360456.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 25 (16941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Entering Unmasked Estep 
Score: -623432.187500 Penalty: 443.055878
	Iteration 0F: 2 clusters Score -623432.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -612187.812500 Penalty: 886.111755
	Iteration 0F: 3 clusters Score -612187.8 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -616907.125000 Penalty: 886.111755
	Iteration 1F: 3 clusters Score -616907.1 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -617591.562500 Penalty: 886.111755
	Iteration 2F: 3 clusters Score -617591.6 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -618463.125000 Penalty: 886.111755
	Iteration 3F: 3 clusters Score -618463.1 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -619474.375000 Penalty: 886.111755
	Iteration 4F: 3 clusters Score -619474.4 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -620363.875000 Penalty: 886.111755
	Iteration 5F: 3 clusters Score -620363.9 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -620930.187500 Penalty: 886.111755
	Iteration 6Q: 3 clusters Score -620930.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -621225.937500 Penalty: 886.111755
	Iteration 7Q: 3 clusters Score -621225.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -621427.187500 Penalty: 886.111755
	Iteration 8Q: 3 clusters Score -621427.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -621584.250000 Penalty: 886.111755
	Iteration 9Q: 3 clusters Score -621584.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -621732.125000 Penalty: 886.111755
	Iteration 10Q: 3 clusters Score -621732.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -621872.312500 Penalty: 886.111755
	Iteration 11Q: 3 clusters Score -621872.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -622020.500000 Penalty: 886.111755
	Iteration 12Q: 3 clusters Score -622020.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -622164.562500 Penalty: 886.111755
	Iteration 13Q: 3 clusters Score -622164.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -622300.125000 Penalty: 886.111755
	Iteration 14Q: 3 clusters Score -622300.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -622417.000000 Penalty: 886.111755
	Iteration 15Q: 3 clusters Score -622417 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -622541.125000 Penalty: 886.111755
	Iteration 16Q: 3 clusters Score -622541.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -622661.875000 Penalty: 886.111755
	Iteration 17Q: 3 clusters Score -622661.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -622769.125000 Penalty: 886.111755
	Iteration 18Q: 3 clusters Score -622769.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -622855.562500 Penalty: 886.111755
	Iteration 19Q: 3 clusters Score -622855.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -622910.937500 Penalty: 886.111755
	Iteration 20F: 3 clusters Score -622910.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -622940.125000 Penalty: 886.111755
	Iteration 21Q: 3 clusters Score -622940.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -622960.937500 Penalty: 886.111755
	Iteration 22Q: 3 clusters Score -622960.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -622974.250000 Penalty: 886.111755
	Iteration 23Q: 3 clusters Score -622974.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -622990.375000 Penalty: 886.111755
	Iteration 24Q: 3 clusters Score -622990.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -623004.500000 Penalty: 886.111755
	Iteration 25Q: 3 clusters Score -623004.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -623007.937500 Penalty: 886.111755
	Iteration 26Q: 3 clusters Score -623007.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -623017.562500 Penalty: 886.111755
	Iteration 27Q: 3 clusters Score -623017.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -623025.500000 Penalty: 886.111755
	Iteration 28Q: 3 clusters Score -623025.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -623033.250000 Penalty: 886.111755
	Iteration 29Q: 3 clusters Score -623033.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -623042.375000 Penalty: 886.111755
	Iteration 30Q: 3 clusters Score -623042.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -623045.312500 Penalty: 886.111755
	Iteration 31Q: 3 clusters Score -623045.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -623045.312500 Penalty: 886.111755
	Iteration 32F: 3 clusters Score -623045.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (108405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108405 members 
Entering Unmasked Estep 
Score: -4179011.000000 Penalty: 527.510132
	Iteration 0F: 2 clusters Score -4179011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 54277 members 
Entering Unmasked Estep 
Score: -4105599.750000 Penalty: 1055.020264
	Iteration 0F: 3 clusters Score -4105600 nChanged 53195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 53064 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4137266 nChanged 4604
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56993 members 
Mstep: Class 2 contains 51412 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -4138747 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -4140902.750000 Penalty: 1055.020264
	Iteration 3F: 3 clusters Score -4140903 nChanged 6168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62036 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -4143590 nChanged 6492
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64814 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -4146883 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67781 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -4150501 nChanged 6782
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71087 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4154378 nChanged 6474
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Mstep: Class 1 contains 74739 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -4158280 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78677 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -4162920.500000 Penalty: 1055.020264
	Iteration 9F: 3 clusters Score -4162920 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82260 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -4168490 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84635 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4173120 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85822 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -4174845.000000 Penalty: 1055.020264
	Iteration 12Q: 3 clusters Score -4174845 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86592 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -4175319.750000 Penalty: 1055.020264
	Iteration 13Q: 3 clusters Score -4175320 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87299 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -4175549.500000 Penalty: 1055.020264
	Iteration 14Q: 3 clusters Score -4175550 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87947 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -4175726.750000 Penalty: 1055.020264
	Iteration 15Q: 3 clusters Score -4175727 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88577 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4175871 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89190 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -4175965.500000 Penalty: 1055.020264
	Iteration 17Q: 3 clusters Score -4175966 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89806 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -4176082.250000 Penalty: 1055.020264
	Iteration 18Q: 3 clusters Score -4176082 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90414 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -4176201.000000 Penalty: 1055.020264
	Iteration 19Q: 3 clusters Score -4176201 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91017 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -4176310.250000 Penalty: 1055.020264
	Iteration 20F: 3 clusters Score -4176310 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91640 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -4176421.250000 Penalty: 1055.020264
	Iteration 21Q: 3 clusters Score -4176421 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92253 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -4176527.250000 Penalty: 1055.020264
	Iteration 22Q: 3 clusters Score -4176527 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92839 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -4176656.000000 Penalty: 1055.020264
	Iteration 23Q: 3 clusters Score -4176656 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93479 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -4176753.250000 Penalty: 1055.020264
	Iteration 24Q: 3 clusters Score -4176753 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94092 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -4176877.250000 Penalty: 1055.020264
	Iteration 25Q: 3 clusters Score -4176877 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94712 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -4176998.750000 Penalty: 1055.020264
	Iteration 26Q: 3 clusters Score -4176999 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95330 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -4177116.500000 Penalty: 1055.020264
	Iteration 27Q: 3 clusters Score -4177116 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95948 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -4177254.500000 Penalty: 1055.020264
	Iteration 28Q: 3 clusters Score -4177254 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96541 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -4177358.750000 Penalty: 1055.020264
	Iteration 29Q: 3 clusters Score -4177359 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97106 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -4177467.500000 Penalty: 1055.020264
	Iteration 30Q: 3 clusters Score -4177468 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97610 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -4177564.750000 Penalty: 1055.020264
	Iteration 31Q: 3 clusters Score -4177565 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98090 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4177630 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98538 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4177723 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98951 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -4177818.250000 Penalty: 1055.020264
	Iteration 34Q: 3 clusters Score -4177818 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99326 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4177884 nChanged 376
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99702 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4177956 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100066 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -4178015.250000 Penalty: 1055.020264
	Iteration 37Q: 3 clusters Score -4178015 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100434 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -4178085.000000 Penalty: 1055.020264
	Iteration 38Q: 3 clusters Score -4178085 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100797 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -4178137.750000 Penalty: 1055.020264
	Iteration 39Q: 3 clusters Score -4178138 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101141 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -4178206.500000 Penalty: 1055.020264
	Iteration 40F: 3 clusters Score -4178206 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101456 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -4178229.750000 Penalty: 1055.020264
	Iteration 41Q: 3 clusters Score -4178230 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101756 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -4178279.500000 Penalty: 1055.020264
	Iteration 42Q: 3 clusters Score -4178280 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102054 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -4178324.750000 Penalty: 1055.020264
	Iteration 43Q: 3 clusters Score -4178325 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102327 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -4178366.250000 Penalty: 1055.020264
	Iteration 44Q: 3 clusters Score -4178366 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102588 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -4178409.500000 Penalty: 1055.020264
	Iteration 45Q: 3 clusters Score -4178410 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102837 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -4178490.000000 Penalty: 1055.020264
	Iteration 46Q: 3 clusters Score -4178490 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103072 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -4178532.500000 Penalty: 1055.020264
	Iteration 47Q: 3 clusters Score -4178532 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103284 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -4178561.250000 Penalty: 1055.020264
	Iteration 48Q: 3 clusters Score -4178561 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103485 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4178590 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103656 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -4178618.750000 Penalty: 1055.020264
	Iteration 50Q: 3 clusters Score -4178619 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103833 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -4178642.250000 Penalty: 1055.020264
	Iteration 51Q: 3 clusters Score -4178642 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104008 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -4178649.000000 Penalty: 1055.020264
	Iteration 52Q: 3 clusters Score -4178649 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104161 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -4178687.500000 Penalty: 1055.020264
	Iteration 53Q: 3 clusters Score -4178688 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104313 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -4178725.750000 Penalty: 1055.020264
	Iteration 54Q: 3 clusters Score -4178726 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104460 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -4178763.500000 Penalty: 1055.020264
	Iteration 55Q: 3 clusters Score -4178764 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104598 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -4178772.000000 Penalty: 1055.020264
	Iteration 56Q: 3 clusters Score -4178772 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104706 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -4178793.500000 Penalty: 1055.020264
	Iteration 57Q: 3 clusters Score -4178794 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104798 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -4178799.250000 Penalty: 1055.020264
	Iteration 58Q: 3 clusters Score -4178799 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104875 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -4178801.250000 Penalty: 1055.020264
	Iteration 59Q: 3 clusters Score -4178801 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104948 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -4178805.000000 Penalty: 1055.020264
	Iteration 60F: 3 clusters Score -4178805 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105023 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -4178806.250000 Penalty: 1055.020264
	Iteration 61Q: 3 clusters Score -4178806 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105097 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -4178808.000000 Penalty: 1055.020264
	Iteration 62Q: 3 clusters Score -4178808 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105173 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -4178814.250000 Penalty: 1055.020264
	Iteration 63Q: 3 clusters Score -4178814 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105233 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -4178828.000000 Penalty: 1055.020264
	Iteration 64Q: 3 clusters Score -4178828 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105287 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -4178826.500000 Penalty: 1055.020264
	Iteration 65Q: 3 clusters Score -4178826 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105346 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -4178847.500000 Penalty: 1055.020264
	Iteration 66Q: 3 clusters Score -4178848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105401 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -4178851.000000 Penalty: 1055.020264
	Iteration 67Q: 3 clusters Score -4178851 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105455 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4178860.250000 Penalty: 1055.020264
	Iteration 68Q: 3 clusters Score -4178860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105499 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -4178866.000000 Penalty: 1055.020264
	Iteration 69Q: 3 clusters Score -4178866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105539 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -4178864.500000 Penalty: 1055.020264
	Iteration 70Q: 3 clusters Score -4178864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105572 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -4178868.000000 Penalty: 1055.020264
	Iteration 71Q: 3 clusters Score -4178868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105607 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -4178867.500000 Penalty: 1055.020264
	Iteration 72Q: 3 clusters Score -4178868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105638 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4178868.000000 Penalty: 1055.020264
	Iteration 73Q: 3 clusters Score -4178868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105671 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4178875.750000 Penalty: 1055.020264
	Iteration 74Q: 3 clusters Score -4178876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105699 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -4178879.750000 Penalty: 1055.020264
	Iteration 75Q: 3 clusters Score -4178880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105723 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -4178882.750000 Penalty: 1055.020264
	Iteration 76Q: 3 clusters Score -4178883 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105748 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -4178883.000000 Penalty: 1055.020264
	Iteration 77Q: 3 clusters Score -4178883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105769 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4178881.500000 Penalty: 1055.020264
	Iteration 78Q: 3 clusters Score -4178882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105790 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -4178885.000000 Penalty: 1055.020264
	Iteration 79Q: 3 clusters Score -4178885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105808 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -4178883.250000 Penalty: 1055.020264
	Iteration 80F: 3 clusters Score -4178883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105818 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -4178880.250000 Penalty: 1055.020264
	Iteration 81Q: 3 clusters Score -4178880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105829 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -4178878.500000 Penalty: 1055.020264
	Iteration 82Q: 3 clusters Score -4178878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105838 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -4178877.250000 Penalty: 1055.020264
	Iteration 83Q: 3 clusters Score -4178877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105853 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -4178876.500000 Penalty: 1055.020264
	Iteration 84Q: 3 clusters Score -4178876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105868 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -4178877.250000 Penalty: 1055.020264
	Iteration 85Q: 3 clusters Score -4178877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105875 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4178882.000000 Penalty: 1055.020264
	Iteration 86Q: 3 clusters Score -4178882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105878 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4178880.250000 Penalty: 1055.020264
	Iteration 87Q: 3 clusters Score -4178880 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105878 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4178880.250000 Penalty: 1055.020264
	Iteration 88F: 3 clusters Score -4178880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9687 members 
Entering Unmasked Estep 
Score: -343614.812500 Penalty: 417.623566
	Iteration 0F: 2 clusters Score -343614.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -337197.562500 Penalty: 835.247131
	Iteration 0F: 3 clusters Score -337197.6 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -340432.843750 Penalty: 835.247131
	Iteration 1F: 3 clusters Score -340432.8 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -341186.281250 Penalty: 835.247131
	Iteration 2F: 3 clusters Score -341186.3 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -341707.218750 Penalty: 835.247131
	Iteration 3F: 3 clusters Score -341707.2 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -342034.468750 Penalty: 835.247131
	Iteration 4F: 3 clusters Score -342034.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -342271.875000 Penalty: 835.247131
	Iteration 5Q: 3 clusters Score -342271.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -342460.718750 Penalty: 835.247131
	Iteration 6Q: 3 clusters Score -342460.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -342645.062500 Penalty: 835.247131
	Iteration 7Q: 3 clusters Score -342645.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -342840.687500 Penalty: 835.247131
	Iteration 8Q: 3 clusters Score -342840.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -343011.750000 Penalty: 835.247131
	Iteration 9Q: 3 clusters Score -343011.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -343151.906250 Penalty: 835.247131
	Iteration 10Q: 3 clusters Score -343151.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -343282.093750 Penalty: 835.247131
	Iteration 11Q: 3 clusters Score -343282.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -343412.156250 Penalty: 835.247131
	Iteration 12Q: 3 clusters Score -343412.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -343525.937500 Penalty: 835.247131
	Iteration 13Q: 3 clusters Score -343525.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -343630.500000 Penalty: 835.247131
	Iteration 14Q: 3 clusters Score -343630.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -343728.031250 Penalty: 835.247131
	Iteration 15Q: 3 clusters Score -343728 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -343779.343750 Penalty: 835.247131
	Iteration 16Q: 3 clusters Score -343779.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -343806.437500 Penalty: 835.247131
	Iteration 17Q: 3 clusters Score -343806.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -343817.062500 Penalty: 835.247131
	Iteration 18Q: 3 clusters Score -343817.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -343825.156250 Penalty: 835.247131
	Iteration 19Q: 3 clusters Score -343825.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -343828.656250 Penalty: 835.247131
	Iteration 20F: 3 clusters Score -343828.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -343831.093750 Penalty: 835.247131
	Iteration 21Q: 3 clusters Score -343831.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -343832.093750 Penalty: 835.247131
	Iteration 22Q: 3 clusters Score -343832.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -343833.000000 Penalty: 835.247131
	Iteration 23Q: 3 clusters Score -343833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -343832.531250 Penalty: 835.247131
	Iteration 24Q: 3 clusters Score -343832.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -343833.000000 Penalty: 835.247131
	Iteration 25Q: 3 clusters Score -343833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -343834.218750 Penalty: 835.247131
	Iteration 26Q: 3 clusters Score -343834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -343834.406250 Penalty: 835.247131
	Iteration 27Q: 3 clusters Score -343834.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -343834.875000 Penalty: 835.247131
	Iteration 28Q: 3 clusters Score -343834.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -343834.656250 Penalty: 835.247131
	Iteration 29Q: 3 clusters Score -343834.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -343834.656250 Penalty: 835.247131
	Iteration 30F: 3 clusters Score -343834.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 10546 members 
Mstep: Class 6 contains 480172 members 
Mstep: Class 7 contains 10605 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 13340 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 12771 members 
Mstep: Class 13 contains 7099 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 10829 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 2035 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 7418 members 
Mstep: Class 20 contains 6774 members 
Mstep: Class 21 contains 11884 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4588 members 
Mstep: Class 25 contains 16941 members 
Mstep: Class 26 contains 108405 members 
Mstep: Class 27 contains 1585 members 
Mstep: Class 28 contains 1255 members 
Mstep: Class 29 contains 1098 members 
Mstep: Class 30 contains 16853 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 2958 members 
Mstep: Class 33 contains 3443 members 
Mstep: Class 34 contains 6997 members 
Mstep: Class 35 contains 563412 members 
Mstep: Class 36 contains 648 members 
Mstep: Class 37 contains 6626 members 
Mstep: Class 38 contains 20592 members 
Mstep: Class 39 contains 3987 members 
Mstep: Class 40 contains 8102 members 
Entering Unmasked Estep 
Score: -50360464.000000 Penalty: 25740.931641
Splitting cluster 27 changes total score from -50350368.000000 to -50360464.000000
So it's getting split into cluster 40.
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 2009 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 10546 members 
Mstep: Class 6 contains 480172 members 
Mstep: Class 7 contains 10605 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 13340 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 12771 members 
Mstep: Class 13 contains 7099 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 10829 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 2035 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 7418 members 
Mstep: Class 20 contains 6774 members 
Mstep: Class 21 contains 11884 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4588 members 
Mstep: Class 25 contains 16941 members 
Mstep: Class 26 contains 108405 members 
Mstep: Class 27 contains 1585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50365080.000000 Penalty: 25740.931641
Iteration 79Q: 41 clusters Score -5.036508e+07 nChanged 9642
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12974 members 
Mstep: Class 3 contains 2097 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 10607 members 
Mstep: Class 6 contains 479816 members 
Mstep: Class 7 contains 10780 members 
Mstep: Class 8 contains 1399 members 
Mstep: Class 9 contains 1349 members 
Mstep: Class 10 contains 13730 members 
Mstep: Class 11 contains 6313 members 
Mstep: Class 12 contains 12756 members 
Mstep: Class 13 contains 7176 members 
Mstep: Class 14 contains 9848 members 
Mstep: Class 15 contains 11780 members 
Mstep: Class 16 contains 2454 members 
Mstep: Class 17 contains 2455 members 
Mstep: Class 18 contains 4269 members 
Mstep: Class 19 contains 7625 members 
Mstep: Class 20 contains 6885 members 
Mstep: Class 21 contains 11899 members 
Mstep: Class 22 contains 955 members 
Mstep: Class 23 contains 2498 members 
Mstep: Class 24 contains 4363 members 
Mstep: Class 25 contains 16966 members 
Mstep: Class 26 contains 108275 members 
Mstep: Class 27 contains 1708 members 
Mstep: Class 28 contains 1108 members 
Mstep: Class 29 contains 982 members 
Mstep: Class 30 contains 16417 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 2984 members 
Mstep: Class 33 contains 3528 members 
Mstep: Class 34 contains 6809 members 
Mstep: Class 35 contains 562210 members 
Mstep: Class 36 contains 637 members 
Mstep: Class 37 contains 6206 members 
Mstep: Class 38 contains 20843 members 
Mstep: Class 39 contains 3878 members 
Mstep: Class 40 contains 7849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50369004.000000 Penalty: 25740.931641
Iteration 80F: 41 clusters Score -5.0369e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12918 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 2286 members 
Mstep: Class 5 contains 10620 members 
Mstep: Class 6 contains 479423 members 
Mstep: Class 7 contains 10926 members 
Mstep: Class 8 contains 1498 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 13403 members 
Mstep: Class 11 contains 6278 members 
Mstep: Class 12 contains 12719 members 
Mstep: Class 13 contains 7174 members 
Mstep: Class 14 contains 9854 members 
Mstep: Class 15 contains 12283 members 
Mstep: Class 16 contains 2377 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 4320 members 
Mstep: Class 19 contains 7680 members 
Mstep: Class 20 contains 6742 members 
Mstep: Class 21 contains 11741 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 2571 members 
Mstep: Class 24 contains 4151 members 
Mstep: Class 25 contains 16975 members 
Mstep: Class 26 contains 107916 members 
Mstep: Class 27 contains 1780 members 
Mstep: Class 28 contains 1091 members 
Mstep: Class 29 contains 990 members 
Mstep: Class 30 contains 16234 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 3062 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 6845 members 
Mstep: Class 35 contains 562275 members 
Mstep: Class 36 contains 652 members 
Mstep: Class 37 contains 6178 members 
Mstep: Class 38 contains 21013 members 
Mstep: Class 39 contains 3845 members 
Mstep: Class 40 contains 8074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50371080.000000 Penalty: 25740.931641
Iteration 81Q: 41 clusters Score -5.037108e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12865 members 
Mstep: Class 3 contains 2191 members 
Mstep: Class 4 contains 2327 members 
Mstep: Class 5 contains 10630 members 
Mstep: Class 6 contains 479145 members 
Mstep: Class 7 contains 11071 members 
Mstep: Class 8 contains 1593 members 
Mstep: Class 9 contains 1361 members 
Mstep: Class 10 contains 13188 members 
Mstep: Class 11 contains 6277 members 
Mstep: Class 12 contains 12696 members 
Mstep: Class 13 contains 7165 members 
Mstep: Class 14 contains 9872 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 2296 members 
Mstep: Class 17 contains 3001 members 
Mstep: Class 18 contains 4403 members 
Mstep: Class 19 contains 7711 members 
Mstep: Class 20 contains 6625 members 
Mstep: Class 21 contains 11582 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 2662 members 
Mstep: Class 24 contains 3986 members 
Mstep: Class 25 contains 16996 members 
Mstep: Class 26 contains 107606 members 
Mstep: Class 27 contains 1830 members 
Mstep: Class 28 contains 1052 members 
Mstep: Class 29 contains 975 members 
Mstep: Class 30 contains 16089 members 
Mstep: Class 31 contains 439 members 
Mstep: Class 32 contains 3129 members 
Mstep: Class 33 contains 3582 members 
Mstep: Class 34 contains 6897 members 
Mstep: Class 35 contains 562272 members 
Mstep: Class 36 contains 654 members 
Mstep: Class 37 contains 6166 members 
Mstep: Class 38 contains 21080 members 
Mstep: Class 39 contains 3834 members 
Mstep: Class 40 contains 8230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50371752.000000 Penalty: 25740.931641
Iteration 82Q: 41 clusters Score -5.037175e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 12805 members 
Mstep: Class 3 contains 2242 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 10628 members 
Mstep: Class 6 contains 478959 members 
Mstep: Class 7 contains 11214 members 
Mstep: Class 8 contains 1661 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 13018 members 
Mstep: Class 11 contains 6261 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 13 contains 7156 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 12888 members 
Mstep: Class 16 contains 2213 members 
Mstep: Class 17 contains 3257 members 
Mstep: Class 18 contains 4499 members 
Mstep: Class 19 contains 7720 members 
Mstep: Class 20 contains 6560 members 
Mstep: Class 21 contains 11405 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 2742 members 
Mstep: Class 24 contains 3855 members 
Mstep: Class 25 contains 17024 members 
Mstep: Class 26 contains 107354 members 
Mstep: Class 27 contains 1879 members 
Mstep: Class 28 contains 1013 members 
Mstep: Class 29 contains 952 members 
Mstep: Class 30 contains 15973 members 
Mstep: Class 31 contains 455 members 
Mstep: Class 32 contains 3197 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 6933 members 
Mstep: Class 35 contains 562249 members 
Mstep: Class 36 contains 658 members 
Mstep: Class 37 contains 6159 members 
Mstep: Class 38 contains 21111 members 
Mstep: Class 39 contains 3840 members 
Mstep: Class 40 contains 8340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372464.000000 Penalty: 25740.931641
Iteration 83Q: 41 clusters Score -5.037246e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12759 members 
Mstep: Class 3 contains 2289 members 
Mstep: Class 4 contains 2418 members 
Mstep: Class 5 contains 10637 members 
Mstep: Class 6 contains 478793 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 8 contains 1720 members 
Mstep: Class 9 contains 1386 members 
Mstep: Class 10 contains 12874 members 
Mstep: Class 11 contains 6243 members 
Mstep: Class 12 contains 12666 members 
Mstep: Class 13 contains 7134 members 
Mstep: Class 14 contains 9901 members 
Mstep: Class 15 contains 13070 members 
Mstep: Class 16 contains 2135 members 
Mstep: Class 17 contains 3498 members 
Mstep: Class 18 contains 4585 members 
Mstep: Class 19 contains 7732 members 
Mstep: Class 20 contains 6488 members 
Mstep: Class 21 contains 11244 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 3750 members 
Mstep: Class 25 contains 17064 members 
Mstep: Class 26 contains 107141 members 
Mstep: Class 27 contains 1932 members 
Mstep: Class 28 contains 981 members 
Mstep: Class 29 contains 928 members 
Mstep: Class 30 contains 15876 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 3246 members 
Mstep: Class 33 contains 3606 members 
Mstep: Class 34 contains 6969 members 
Mstep: Class 35 contains 562213 members 
Mstep: Class 36 contains 664 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 21120 members 
Mstep: Class 39 contains 3855 members 
Mstep: Class 40 contains 8424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373120.000000 Penalty: 25740.931641
Iteration 84Q: 41 clusters Score -5.037312e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12717 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 2471 members 
Mstep: Class 5 contains 10637 members 
Mstep: Class 6 contains 478627 members 
Mstep: Class 7 contains 11487 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 1391 members 
Mstep: Class 10 contains 12750 members 
Mstep: Class 11 contains 6233 members 
Mstep: Class 12 contains 12673 members 
Mstep: Class 13 contains 7133 members 
Mstep: Class 14 contains 9905 members 
Mstep: Class 15 contains 13217 members 
Mstep: Class 16 contains 2067 members 
Mstep: Class 17 contains 3761 members 
Mstep: Class 18 contains 4672 members 
Mstep: Class 19 contains 7744 members 
Mstep: Class 20 contains 6420 members 
Mstep: Class 21 contains 11073 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 2869 members 
Mstep: Class 24 contains 3670 members 
Mstep: Class 25 contains 17090 members 
Mstep: Class 26 contains 106971 members 
Mstep: Class 27 contains 1982 members 
Mstep: Class 28 contains 964 members 
Mstep: Class 29 contains 903 members 
Mstep: Class 30 contains 15783 members 
Mstep: Class 31 contains 479 members 
Mstep: Class 32 contains 3269 members 
Mstep: Class 33 contains 3616 members 
Mstep: Class 34 contains 6994 members 
Mstep: Class 35 contains 562168 members 
Mstep: Class 36 contains 669 members 
Mstep: Class 37 contains 6127 members 
Mstep: Class 38 contains 21139 members 
Mstep: Class 39 contains 3869 members 
Mstep: Class 40 contains 8485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373420.000000 Penalty: 25740.931641
Iteration 85Q: 41 clusters Score -5.037342e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 12693 members 
Mstep: Class 3 contains 2349 members 
Mstep: Class 4 contains 2527 members 
Mstep: Class 5 contains 10639 members 
Mstep: Class 6 contains 478513 members 
Mstep: Class 7 contains 11622 members 
Mstep: Class 8 contains 1819 members 
Mstep: Class 9 contains 1398 members 
Mstep: Class 10 contains 12613 members 
Mstep: Class 11 contains 6226 members 
Mstep: Class 12 contains 12684 members 
Mstep: Class 13 contains 7133 members 
Mstep: Class 14 contains 9914 members 
Mstep: Class 15 contains 13337 members 
Mstep: Class 16 contains 2019 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 4741 members 
Mstep: Class 19 contains 7750 members 
Mstep: Class 20 contains 6345 members 
Mstep: Class 21 contains 10914 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 2915 members 
Mstep: Class 24 contains 3609 members 
Mstep: Class 25 contains 17119 members 
Mstep: Class 26 contains 106808 members 
Mstep: Class 27 contains 2020 members 
Mstep: Class 28 contains 951 members 
Mstep: Class 29 contains 882 members 
Mstep: Class 30 contains 15694 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 3300 members 
Mstep: Class 33 contains 3613 members 
Mstep: Class 34 contains 7008 members 
Mstep: Class 35 contains 562108 members 
Mstep: Class 36 contains 672 members 
Mstep: Class 37 contains 6123 members 
Mstep: Class 38 contains 21134 members 
Mstep: Class 39 contains 3877 members 
Mstep: Class 40 contains 8531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373876.000000 Penalty: 25740.931641
Iteration 86Q: 41 clusters Score -5.037388e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12667 members 
Mstep: Class 3 contains 2355 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 10646 members 
Mstep: Class 6 contains 478449 members 
Mstep: Class 7 contains 11750 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 10 contains 12477 members 
Mstep: Class 11 contains 6217 members 
Mstep: Class 12 contains 12689 members 
Mstep: Class 13 contains 7131 members 
Mstep: Class 14 contains 9918 members 
Mstep: Class 15 contains 13423 members 
Mstep: Class 16 contains 1972 members 
Mstep: Class 17 contains 4283 members 
Mstep: Class 18 contains 4836 members 
Mstep: Class 19 contains 7749 members 
Mstep: Class 20 contains 6264 members 
Mstep: Class 21 contains 10805 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 2951 members 
Mstep: Class 24 contains 3571 members 
Mstep: Class 25 contains 17144 members 
Mstep: Class 26 contains 106670 members 
Mstep: Class 27 contains 2066 members 
Mstep: Class 28 contains 941 members 
Mstep: Class 29 contains 876 members 
Mstep: Class 30 contains 15596 members 
Mstep: Class 31 contains 492 members 
Mstep: Class 32 contains 3302 members 
Mstep: Class 33 contains 3610 members 
Mstep: Class 34 contains 7022 members 
Mstep: Class 35 contains 562042 members 
Mstep: Class 36 contains 677 members 
Mstep: Class 37 contains 6125 members 
Mstep: Class 38 contains 21121 members 
Mstep: Class 39 contains 3885 members 
Mstep: Class 40 contains 8559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374092.000000 Penalty: 25740.931641
Iteration 87Q: 41 clusters Score -5.037409e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 12625 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 10643 members 
Mstep: Class 6 contains 478372 members 
Mstep: Class 7 contains 11885 members 
Mstep: Class 8 contains 1916 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 12347 members 
Mstep: Class 11 contains 6216 members 
Mstep: Class 12 contains 12696 members 
Mstep: Class 13 contains 7122 members 
Mstep: Class 14 contains 9925 members 
Mstep: Class 15 contains 13489 members 
Mstep: Class 16 contains 1929 members 
Mstep: Class 17 contains 4525 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 7756 members 
Mstep: Class 20 contains 6198 members 
Mstep: Class 21 contains 10701 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 2990 members 
Mstep: Class 24 contains 3546 members 
Mstep: Class 25 contains 17168 members 
Mstep: Class 26 contains 106542 members 
Mstep: Class 27 contains 2111 members 
Mstep: Class 28 contains 928 members 
Mstep: Class 29 contains 872 members 
Mstep: Class 30 contains 15507 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 3315 members 
Mstep: Class 33 contains 3601 members 
Mstep: Class 34 contains 7030 members 
Mstep: Class 35 contains 561991 members 
Mstep: Class 36 contains 680 members 
Mstep: Class 37 contains 6117 members 
Mstep: Class 38 contains 21125 members 
Mstep: Class 39 contains 3883 members 
Mstep: Class 40 contains 8582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374296.000000 Penalty: 25740.931641
Iteration 88Q: 41 clusters Score -5.03743e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12605 members 
Mstep: Class 3 contains 2366 members 
Mstep: Class 4 contains 2613 members 
Mstep: Class 5 contains 10637 members 
Mstep: Class 6 contains 478284 members 
Mstep: Class 7 contains 12013 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 1414 members 
Mstep: Class 10 contains 12224 members 
Mstep: Class 11 contains 6217 members 
Mstep: Class 12 contains 12702 members 
Mstep: Class 13 contains 7115 members 
Mstep: Class 14 contains 9927 members 
Mstep: Class 15 contains 13540 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 4729 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 7755 members 
Mstep: Class 20 contains 6129 members 
Mstep: Class 21 contains 10609 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 3011 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 17207 members 
Mstep: Class 26 contains 106462 members 
Mstep: Class 27 contains 2165 members 
Mstep: Class 28 contains 918 members 
Mstep: Class 29 contains 874 members 
Mstep: Class 30 contains 15400 members 
Mstep: Class 31 contains 505 members 
Mstep: Class 32 contains 3320 members 
Mstep: Class 33 contains 3600 members 
Mstep: Class 34 contains 7043 members 
Mstep: Class 35 contains 561990 members 
Mstep: Class 36 contains 680 members 
Mstep: Class 37 contains 6111 members 
Mstep: Class 38 contains 21106 members 
Mstep: Class 39 contains 3881 members 
Mstep: Class 40 contains 8599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374440.000000 Penalty: 25740.931641
Iteration 89Q: 41 clusters Score -5.037444e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 12582 members 
Mstep: Class 3 contains 2377 members 
Mstep: Class 4 contains 2633 members 
Mstep: Class 5 contains 10632 members 
Mstep: Class 6 contains 478230 members 
Mstep: Class 7 contains 12119 members 
Mstep: Class 8 contains 2003 members 
Mstep: Class 9 contains 1417 members 
Mstep: Class 10 contains 12122 members 
Mstep: Class 11 contains 6217 members 
Mstep: Class 12 contains 12715 members 
Mstep: Class 13 contains 7100 members 
Mstep: Class 14 contains 9926 members 
Mstep: Class 15 contains 13580 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 4918 members 
Mstep: Class 18 contains 5042 members 
Mstep: Class 19 contains 7752 members 
Mstep: Class 20 contains 6080 members 
Mstep: Class 21 contains 10522 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 3041 members 
Mstep: Class 24 contains 3498 members 
Mstep: Class 25 contains 17226 members 
Mstep: Class 26 contains 106392 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 911 members 
Mstep: Class 29 contains 875 members 
Mstep: Class 30 contains 15316 members 
Mstep: Class 31 contains 508 members 
Mstep: Class 32 contains 3332 members 
Mstep: Class 33 contains 3596 members 
Mstep: Class 34 contains 7054 members 
Mstep: Class 35 contains 561967 members 
Mstep: Class 36 contains 681 members 
Mstep: Class 37 contains 6111 members 
Mstep: Class 38 contains 21077 members 
Mstep: Class 39 contains 3883 members 
Mstep: Class 40 contains 8615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374504.000000 Penalty: 25740.931641
Iteration 90Q: 41 clusters Score -5.03745e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 12537 members 
Mstep: Class 3 contains 2395 members 
Mstep: Class 4 contains 2652 members 
Mstep: Class 5 contains 10629 members 
Mstep: Class 6 contains 478166 members 
Mstep: Class 7 contains 12215 members 
Mstep: Class 8 contains 2043 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 12005 members 
Mstep: Class 11 contains 6218 members 
Mstep: Class 12 contains 12720 members 
Mstep: Class 13 contains 7085 members 
Mstep: Class 14 contains 9925 members 
Mstep: Class 15 contains 13624 members 
Mstep: Class 16 contains 1825 members 
Mstep: Class 17 contains 5103 members 
Mstep: Class 18 contains 5077 members 
Mstep: Class 19 contains 7749 members 
Mstep: Class 20 contains 6040 members 
Mstep: Class 21 contains 10468 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 3057 members 
Mstep: Class 24 contains 3477 members 
Mstep: Class 25 contains 17239 members 
Mstep: Class 26 contains 106334 members 
Mstep: Class 27 contains 2263 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 877 members 
Mstep: Class 30 contains 15228 members 
Mstep: Class 31 contains 508 members 
Mstep: Class 32 contains 3361 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 7065 members 
Mstep: Class 35 contains 561943 members 
Mstep: Class 36 contains 681 members 
Mstep: Class 37 contains 6115 members 
Mstep: Class 38 contains 21053 members 
Mstep: Class 39 contains 3886 members 
Mstep: Class 40 contains 8622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374560.000000 Penalty: 25740.931641
Iteration 91Q: 41 clusters Score -5.037456e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12492 members 
Mstep: Class 3 contains 2414 members 
Mstep: Class 4 contains 2665 members 
Mstep: Class 5 contains 10624 members 
Mstep: Class 6 contains 478115 members 
Mstep: Class 7 contains 12311 members 
Mstep: Class 8 contains 2069 members 
Mstep: Class 9 contains 1425 members 
Mstep: Class 10 contains 11899 members 
Mstep: Class 11 contains 6223 members 
Mstep: Class 12 contains 12724 members 
Mstep: Class 13 contains 7066 members 
Mstep: Class 14 contains 9928 members 
Mstep: Class 15 contains 13655 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 5276 members 
Mstep: Class 18 contains 5120 members 
Mstep: Class 19 contains 7741 members 
Mstep: Class 20 contains 6003 members 
Mstep: Class 21 contains 10427 members 
Mstep: Class 22 contains 980 members 
Mstep: Class 23 contains 3073 members 
Mstep: Class 24 contains 3465 members 
Mstep: Class 25 contains 17239 members 
Mstep: Class 26 contains 106275 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 878 members 
Mstep: Class 30 contains 15168 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 3384 members 
Mstep: Class 33 contains 3596 members 
Mstep: Class 34 contains 7067 members 
Mstep: Class 35 contains 561889 members 
Mstep: Class 36 contains 682 members 
Mstep: Class 37 contains 6130 members 
Mstep: Class 38 contains 21026 members 
Mstep: Class 39 contains 3880 members 
Mstep: Class 40 contains 8637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374704.000000 Penalty: 25740.931641
Iteration 92Q: 41 clusters Score -5.03747e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 12461 members 
Mstep: Class 3 contains 2427 members 
Mstep: Class 4 contains 2679 members 
Mstep: Class 5 contains 10617 members 
Mstep: Class 6 contains 478064 members 
Mstep: Class 7 contains 12420 members 
Mstep: Class 8 contains 2085 members 
Mstep: Class 9 contains 1428 members 
Mstep: Class 10 contains 11807 members 
Mstep: Class 11 contains 6222 members 
Mstep: Class 12 contains 12728 members 
Mstep: Class 13 contains 7043 members 
Mstep: Class 14 contains 9927 members 
Mstep: Class 15 contains 13673 members 
Mstep: Class 16 contains 1809 members 
Mstep: Class 17 contains 5425 members 
Mstep: Class 18 contains 5141 members 
Mstep: Class 19 contains 7731 members 
Mstep: Class 20 contains 5973 members 
Mstep: Class 21 contains 10402 members 
Mstep: Class 22 contains 984 members 
Mstep: Class 23 contains 3082 members 
Mstep: Class 24 contains 3456 members 
Mstep: Class 25 contains 17247 members 
Mstep: Class 26 contains 106226 members 
Mstep: Class 27 contains 2357 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 877 members 
Mstep: Class 30 contains 15113 members 
Mstep: Class 31 contains 515 members 
Mstep: Class 32 contains 3409 members 
Mstep: Class 33 contains 3594 members 
Mstep: Class 34 contains 7073 members 
Mstep: Class 35 contains 561828 members 
Mstep: Class 36 contains 686 members 
Mstep: Class 37 contains 6148 members 
Mstep: Class 38 contains 21016 members 
Mstep: Class 39 contains 3881 members 
Mstep: Class 40 contains 8633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374636.000000 Penalty: 25740.931641
Iteration 93Q: 41 clusters Score -5.037464e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12428 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 2693 members 
Mstep: Class 5 contains 10607 members 
Mstep: Class 6 contains 477993 members 
Mstep: Class 7 contains 12511 members 
Mstep: Class 8 contains 2106 members 
Mstep: Class 9 contains 1426 members 
Mstep: Class 10 contains 11724 members 
Mstep: Class 11 contains 6210 members 
Mstep: Class 12 contains 12733 members 
Mstep: Class 13 contains 7024 members 
Mstep: Class 14 contains 9929 members 
Mstep: Class 15 contains 13689 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 5162 members 
Mstep: Class 19 contains 7724 members 
Mstep: Class 20 contains 5941 members 
Mstep: Class 21 contains 10381 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 3092 members 
Mstep: Class 24 contains 3452 members 
Mstep: Class 25 contains 17257 members 
Mstep: Class 26 contains 106218 members 
Mstep: Class 27 contains 2392 members 
Mstep: Class 28 contains 895 members 
Mstep: Class 29 contains 876 members 
Mstep: Class 30 contains 15054 members 
Mstep: Class 31 contains 515 members 
Mstep: Class 32 contains 3427 members 
Mstep: Class 33 contains 3593 members 
Mstep: Class 34 contains 7077 members 
Mstep: Class 35 contains 561776 members 
Mstep: Class 36 contains 688 members 
Mstep: Class 37 contains 6175 members 
Mstep: Class 38 contains 21001 members 
Mstep: Class 39 contains 3878 members 
Mstep: Class 40 contains 8633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374732.000000 Penalty: 25740.931641
Iteration 94Q: 41 clusters Score -5.037473e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 12404 members 
Mstep: Class 3 contains 2484 members 
Mstep: Class 4 contains 2709 members 
Mstep: Class 5 contains 10599 members 
Mstep: Class 6 contains 477941 members 
Mstep: Class 7 contains 12580 members 
Mstep: Class 8 contains 2120 members 
Mstep: Class 9 contains 1427 members 
Mstep: Class 10 contains 11647 members 
Mstep: Class 11 contains 6206 members 
Mstep: Class 12 contains 12742 members 
Mstep: Class 13 contains 7007 members 
Mstep: Class 14 contains 9929 members 
Mstep: Class 15 contains 13712 members 
Mstep: Class 16 contains 1791 members 
Mstep: Class 17 contains 5687 members 
Mstep: Class 18 contains 5197 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 5910 members 
Mstep: Class 21 contains 10361 members 
Mstep: Class 22 contains 987 members 
Mstep: Class 23 contains 3104 members 
Mstep: Class 24 contains 3440 members 
Mstep: Class 25 contains 17269 members 
Mstep: Class 26 contains 106182 members 
Mstep: Class 27 contains 2429 members 
Mstep: Class 28 contains 884 members 
Mstep: Class 29 contains 876 members 
Mstep: Class 30 contains 14990 members 
Mstep: Class 31 contains 518 members 
Mstep: Class 32 contains 3439 members 
Mstep: Class 33 contains 3595 members 
Mstep: Class 34 contains 7080 members 
Mstep: Class 35 contains 561743 members 
Mstep: Class 36 contains 690 members 
Mstep: Class 37 contains 6197 members 
Mstep: Class 38 contains 20986 members 
Mstep: Class 39 contains 3873 members 
Mstep: Class 40 contains 8641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374852.000000 Penalty: 25740.931641
Iteration 95Q: 41 clusters Score -5.037485e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12375 members 
Mstep: Class 3 contains 2520 members 
Mstep: Class 4 contains 2731 members 
Mstep: Class 5 contains 10584 members 
Mstep: Class 6 contains 477914 members 
Mstep: Class 7 contains 12630 members 
Mstep: Class 8 contains 2150 members 
Mstep: Class 9 contains 1425 members 
Mstep: Class 10 contains 11588 members 
Mstep: Class 11 contains 6203 members 
Mstep: Class 12 contains 12750 members 
Mstep: Class 13 contains 6994 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 13741 members 
Mstep: Class 16 contains 1785 members 
Mstep: Class 17 contains 5777 members 
Mstep: Class 18 contains 5233 members 
Mstep: Class 19 contains 7721 members 
Mstep: Class 20 contains 5879 members 
Mstep: Class 21 contains 10349 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 3108 members 
Mstep: Class 24 contains 3435 members 
Mstep: Class 25 contains 17275 members 
Mstep: Class 26 contains 106148 members 
Mstep: Class 27 contains 2471 members 
Mstep: Class 28 contains 875 members 
Mstep: Class 29 contains 877 members 
Mstep: Class 30 contains 14921 members 
Mstep: Class 31 contains 521 members 
Mstep: Class 32 contains 3449 members 
Mstep: Class 33 contains 3595 members 
Mstep: Class 34 contains 7086 members 
Mstep: Class 35 contains 561695 members 
Mstep: Class 36 contains 689 members 
Mstep: Class 37 contains 6199 members 
Mstep: Class 38 contains 20979 members 
Mstep: Class 39 contains 3868 members 
Mstep: Class 40 contains 8641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374932.000000 Penalty: 25740.931641
Iteration 96Q: 41 clusters Score -5.037493e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 10577 members 
Mstep: Class 6 contains 477880 members 
Mstep: Class 7 contains 12701 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 1426 members 
Mstep: Class 10 contains 11526 members 
Mstep: Class 11 contains 6192 members 
Mstep: Class 12 contains 12756 members 
Mstep: Class 13 contains 6976 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 13763 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 5868 members 
Mstep: Class 18 contains 5259 members 
Mstep: Class 19 contains 7714 members 
Mstep: Class 20 contains 5850 members 
Mstep: Class 21 contains 10345 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 3113 members 
Mstep: Class 24 contains 3430 members 
Mstep: Class 25 contains 17277 members 
Mstep: Class 26 contains 106141 members 
Mstep: Class 27 contains 2515 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 876 members 
Mstep: Class 30 contains 14846 members 
Mstep: Class 31 contains 522 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 3594 members 
Mstep: Class 34 contains 7095 members 
Mstep: Class 35 contains 561651 members 
Mstep: Class 36 contains 691 members 
Mstep: Class 37 contains 6191 members 
Mstep: Class 38 contains 20972 members 
Mstep: Class 39 contains 3862 members 
Mstep: Class 40 contains 8639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375056.000000 Penalty: 25740.931641
Iteration 97Q: 41 clusters Score -5.037506e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12324 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 10561 members 
Mstep: Class 6 contains 477855 members 
Mstep: Class 7 contains 12762 members 
Mstep: Class 8 contains 2225 members 
Mstep: Class 9 contains 1424 members 
Mstep: Class 10 contains 11468 members 
Mstep: Class 11 contains 6184 members 
Mstep: Class 12 contains 12759 members 
Mstep: Class 13 contains 6953 members 
Mstep: Class 14 contains 9928 members 
Mstep: Class 15 contains 13777 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 5963 members 
Mstep: Class 18 contains 5271 members 
Mstep: Class 19 contains 7706 members 
Mstep: Class 20 contains 5822 members 
Mstep: Class 21 contains 10353 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 3116 members 
Mstep: Class 24 contains 3426 members 
Mstep: Class 25 contains 17277 members 
Mstep: Class 26 contains 106137 members 
Mstep: Class 27 contains 2557 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 875 members 
Mstep: Class 30 contains 14795 members 
Mstep: Class 31 contains 523 members 
Mstep: Class 32 contains 3472 members 
Mstep: Class 33 contains 3596 members 
Mstep: Class 34 contains 7101 members 
Mstep: Class 35 contains 561615 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 6198 members 
Mstep: Class 38 contains 20959 members 
Mstep: Class 39 contains 3856 members 
Mstep: Class 40 contains 8615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375112.000000 Penalty: 25740.931641
Iteration 98Q: 41 clusters Score -5.037511e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 12290 members 
Mstep: Class 3 contains 2601 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 10550 members 
Mstep: Class 6 contains 477816 members 
Mstep: Class 7 contains 12818 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 1425 members 
Mstep: Class 10 contains 11405 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 12755 members 
Mstep: Class 13 contains 6929 members 
Mstep: Class 14 contains 9924 members 
Mstep: Class 15 contains 13795 members 
Mstep: Class 16 contains 1772 members 
Mstep: Class 17 contains 6059 members 
Mstep: Class 18 contains 5294 members 
Mstep: Class 19 contains 7697 members 
Mstep: Class 20 contains 5797 members 
Mstep: Class 21 contains 10362 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 3121 members 
Mstep: Class 24 contains 3425 members 
Mstep: Class 25 contains 17273 members 
Mstep: Class 26 contains 106149 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 875 members 
Mstep: Class 30 contains 14736 members 
Mstep: Class 31 contains 523 members 
Mstep: Class 32 contains 3480 members 
Mstep: Class 33 contains 3592 members 
Mstep: Class 34 contains 7113 members 
Mstep: Class 35 contains 561574 members 
Mstep: Class 36 contains 697 members 
Mstep: Class 37 contains 6216 members 
Mstep: Class 38 contains 20942 members 
Mstep: Class 39 contains 3844 members 
Mstep: Class 40 contains 8614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375376.000000 Penalty: 25740.931641
Iteration 99Q: 41 clusters Score -5.037538e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12255 members 
Mstep: Class 3 contains 2619 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 10545 members 
Mstep: Class 6 contains 477778 members 
Mstep: Class 7 contains 12856 members 
Mstep: Class 8 contains 2288 members 
Mstep: Class 9 contains 1423 members 
Mstep: Class 10 contains 11352 members 
Mstep: Class 11 contains 6180 members 
Mstep: Class 12 contains 12751 members 
Mstep: Class 13 contains 6912 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 13807 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 6142 members 
Mstep: Class 18 contains 5309 members 
Mstep: Class 19 contains 7687 members 
Mstep: Class 20 contains 5786 members 
Mstep: Class 21 contains 10384 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 3424 members 
Mstep: Class 25 contains 17268 members 
Mstep: Class 26 contains 106157 members 
Mstep: Class 27 contains 2627 members 
Mstep: Class 28 contains 853 members 
Mstep: Class 29 contains 874 members 
Mstep: Class 30 contains 14689 members 
Mstep: Class 31 contains 524 members 
Mstep: Class 32 contains 3486 members 
Mstep: Class 33 contains 3588 members 
Mstep: Class 34 contains 7124 members 
Mstep: Class 35 contains 561532 members 
Mstep: Class 36 contains 699 members 
Mstep: Class 37 contains 6237 members 
Mstep: Class 38 contains 20925 members 
Mstep: Class 39 contains 3826 members 
Mstep: Class 40 contains 8620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375520.000000 Penalty: 25740.931641
Iteration 100F: 41 clusters Score -5.037552e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12216 members 
Mstep: Class 3 contains 2628 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 10533 members 
Mstep: Class 6 contains 477740 members 
Mstep: Class 7 contains 12900 members 
Mstep: Class 8 contains 2319 members 
Mstep: Class 9 contains 1423 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 6179 members 
Mstep: Class 12 contains 12750 members 
Mstep: Class 13 contains 6896 members 
Mstep: Class 14 contains 9921 members 
Mstep: Class 15 contains 13813 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 6296 members 
Mstep: Class 18 contains 5323 members 
Mstep: Class 19 contains 7677 members 
Mstep: Class 20 contains 5780 members 
Mstep: Class 21 contains 10368 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 3134 members 
Mstep: Class 24 contains 3417 members 
Mstep: Class 25 contains 17266 members 
Mstep: Class 26 contains 106163 members 
Mstep: Class 27 contains 2661 members 
Mstep: Class 28 contains 851 members 
Mstep: Class 29 contains 873 members 
Mstep: Class 30 contains 14639 members 
Mstep: Class 31 contains 524 members 
Mstep: Class 32 contains 3482 members 
Mstep: Class 33 contains 3582 members 
Mstep: Class 34 contains 7133 members 
Mstep: Class 35 contains 561489 members 
Mstep: Class 36 contains 701 members 
Mstep: Class 37 contains 6254 members 
Mstep: Class 38 contains 20910 members 
Mstep: Class 39 contains 3816 members 
Mstep: Class 40 contains 8626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375624.000000 Penalty: 25740.931641
Iteration 101Q: 41 clusters Score -5.037562e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12175 members 
Mstep: Class 3 contains 2631 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 10520 members 
Mstep: Class 6 contains 477722 members 
Mstep: Class 7 contains 12933 members 
Mstep: Class 8 contains 2346 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 10 contains 11250 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 12747 members 
Mstep: Class 13 contains 6883 members 
Mstep: Class 14 contains 9923 members 
Mstep: Class 15 contains 13813 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 6401 members 
Mstep: Class 18 contains 5331 members 
Mstep: Class 19 contains 7674 members 
Mstep: Class 20 contains 5770 members 
Mstep: Class 21 contains 10363 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 3141 members 
Mstep: Class 24 contains 3409 members 
Mstep: Class 25 contains 17269 members 
Mstep: Class 26 contains 106170 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 844 members 
Mstep: Class 29 contains 872 members 
Mstep: Class 30 contains 14580 members 
Mstep: Class 31 contains 522 members 
Mstep: Class 32 contains 3490 members 
Mstep: Class 33 contains 3577 members 
Mstep: Class 34 contains 7140 members 
Mstep: Class 35 contains 561496 members 
Mstep: Class 36 contains 702 members 
Mstep: Class 37 contains 6262 members 
Mstep: Class 38 contains 20898 members 
Mstep: Class 39 contains 3807 members 
Mstep: Class 40 contains 8629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375812.000000 Penalty: 25740.931641
Iteration 102Q: 41 clusters Score -5.037581e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12133 members 
Mstep: Class 3 contains 2639 members 
Mstep: Class 4 contains 2788 members 
Mstep: Class 5 contains 10502 members 
Mstep: Class 6 contains 477715 members 
Mstep: Class 7 contains 12952 members 
Mstep: Class 8 contains 2348 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 10 contains 11213 members 
Mstep: Class 11 contains 6179 members 
Mstep: Class 12 contains 12744 members 
Mstep: Class 13 contains 6862 members 
Mstep: Class 14 contains 9924 members 
Mstep: Class 15 contains 13812 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 6494 members 
Mstep: Class 18 contains 5347 members 
Mstep: Class 19 contains 7667 members 
Mstep: Class 20 contains 5755 members 
Mstep: Class 21 contains 10375 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 3396 members 
Mstep: Class 25 contains 17275 members 
Mstep: Class 26 contains 106189 members 
Mstep: Class 27 contains 2717 members 
Mstep: Class 28 contains 840 members 
Mstep: Class 29 contains 872 members 
Mstep: Class 30 contains 14535 members 
Mstep: Class 31 contains 520 members 
Mstep: Class 32 contains 3506 members 
Mstep: Class 33 contains 3573 members 
Mstep: Class 34 contains 7143 members 
Mstep: Class 35 contains 561476 members 
Mstep: Class 36 contains 702 members 
Mstep: Class 37 contains 6281 members 
Mstep: Class 38 contains 20893 members 
Mstep: Class 39 contains 3801 members 
Mstep: Class 40 contains 8629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375880.000000 Penalty: 25740.931641
Iteration 103Q: 41 clusters Score -5.037588e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12100 members 
Mstep: Class 3 contains 2642 members 
Mstep: Class 4 contains 2796 members 
Mstep: Class 5 contains 10478 members 
Mstep: Class 6 contains 477710 members 
Mstep: Class 7 contains 12979 members 
Mstep: Class 8 contains 2359 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 11184 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 12749 members 
Mstep: Class 13 contains 6853 members 
Mstep: Class 14 contains 9923 members 
Mstep: Class 15 contains 13816 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 6571 members 
Mstep: Class 18 contains 5349 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 20 contains 5737 members 
Mstep: Class 21 contains 10396 members 
Mstep: Class 22 contains 958 members 
Mstep: Class 23 contains 3149 members 
Mstep: Class 24 contains 3386 members 
Mstep: Class 25 contains 17282 members 
Mstep: Class 26 contains 106181 members 
Mstep: Class 27 contains 2741 members 
Mstep: Class 28 contains 838 members 
Mstep: Class 29 contains 872 members 
Mstep: Class 30 contains 14492 members 
Mstep: Class 31 contains 514 members 
Mstep: Class 32 contains 3519 members 
Mstep: Class 33 contains 3569 members 
Mstep: Class 34 contains 7141 members 
Mstep: Class 35 contains 561458 members 
Mstep: Class 36 contains 702 members 
Mstep: Class 37 contains 6293 members 
Mstep: Class 38 contains 20885 members 
Mstep: Class 39 contains 3797 members 
Mstep: Class 40 contains 8636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375940.000000 Penalty: 25740.931641
Iteration 104Q: 41 clusters Score -5.037594e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12081 members 
Mstep: Class 3 contains 2641 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 10453 members 
Mstep: Class 6 contains 477701 members 
Mstep: Class 7 contains 13005 members 
Mstep: Class 8 contains 2369 members 
Mstep: Class 9 contains 1423 members 
Mstep: Class 10 contains 11152 members 
Mstep: Class 11 contains 6176 members 
Mstep: Class 12 contains 12750 members 
Mstep: Class 13 contains 6842 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 6651 members 
Mstep: Class 18 contains 5351 members 
Mstep: Class 19 contains 7667 members 
Mstep: Class 20 contains 5723 members 
Mstep: Class 21 contains 10399 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 3150 members 
Mstep: Class 24 contains 3380 members 
Mstep: Class 25 contains 17294 members 
Mstep: Class 26 contains 106186 members 
Mstep: Class 27 contains 2767 members 
Mstep: Class 28 contains 836 members 
Mstep: Class 29 contains 871 members 
Mstep: Class 30 contains 14454 members 
Mstep: Class 31 contains 513 members 
Mstep: Class 32 contains 3545 members 
Mstep: Class 33 contains 3566 members 
Mstep: Class 34 contains 7141 members 
Mstep: Class 35 contains 561439 members 
Mstep: Class 36 contains 702 members 
Mstep: Class 37 contains 6305 members 
Mstep: Class 38 contains 20875 members 
Mstep: Class 39 contains 3789 members 
Mstep: Class 40 contains 8636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375912.000000 Penalty: 25740.931641
Iteration 105Q: 41 clusters Score -5.037591e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12073 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 4 contains 2803 members 
Mstep: Class 5 contains 10426 members 
Mstep: Class 6 contains 477696 members 
Mstep: Class 7 contains 13038 members 
Mstep: Class 8 contains 2376 members 
Mstep: Class 9 contains 1423 members 
Mstep: Class 10 contains 11110 members 
Mstep: Class 11 contains 6174 members 
Mstep: Class 12 contains 12746 members 
Mstep: Class 13 contains 6834 members 
Mstep: Class 14 contains 9924 members 
Mstep: Class 15 contains 13811 members 
Mstep: Class 16 contains 1771 members 
Mstep: Class 17 contains 6707 members 
Mstep: Class 18 contains 5348 members 
Mstep: Class 19 contains 7669 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 10411 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 3153 members 
Mstep: Class 24 contains 3368 members 
Mstep: Class 25 contains 17304 members 
Mstep: Class 26 contains 106189 members 
Mstep: Class 27 contains 2794 members 
Mstep: Class 28 contains 832 members 
Mstep: Class 29 contains 873 members 
Mstep: Class 30 contains 14426 members 
Mstep: Class 31 contains 515 members 
Mstep: Class 32 contains 3582 members 
Mstep: Class 33 contains 3558 members 
Mstep: Class 34 contains 7145 members 
Mstep: Class 35 contains 561412 members 
Mstep: Class 36 contains 702 members 
Mstep: Class 37 contains 6314 members 
Mstep: Class 38 contains 20869 members 
Mstep: Class 39 contains 3785 members 
Mstep: Class 40 contains 8638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376000.000000 Penalty: 25740.931641
Iteration 106Q: 41 clusters Score -5.0376e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12052 members 
Mstep: Class 3 contains 2628 members 
Mstep: Class 4 contains 2809 members 
Mstep: Class 5 contains 10407 members 
Mstep: Class 6 contains 477697 members 
Mstep: Class 7 contains 13061 members 
Mstep: Class 8 contains 2385 members 
Mstep: Class 9 contains 1424 members 
Mstep: Class 10 contains 11077 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 12742 members 
Mstep: Class 13 contains 6823 members 
Mstep: Class 14 contains 9924 members 
Mstep: Class 15 contains 13806 members 
Mstep: Class 16 contains 1772 members 
Mstep: Class 17 contains 6764 members 
Mstep: Class 18 contains 5341 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 20 contains 5706 members 
Mstep: Class 21 contains 10406 members 
Mstep: Class 22 contains 947 members 
Mstep: Class 23 contains 3156 members 
Mstep: Class 24 contains 3361 members 
Mstep: Class 25 contains 17315 members 
Mstep: Class 26 contains 106189 members 
Mstep: Class 27 contains 2818 members 
Mstep: Class 28 contains 828 members 
Mstep: Class 29 contains 872 members 
Mstep: Class 30 contains 14394 members 
Mstep: Class 31 contains 517 members 
Mstep: Class 32 contains 3615 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 7151 members 
Mstep: Class 35 contains 561398 members 
Mstep: Class 36 contains 703 members 
Mstep: Class 37 contains 6324 members 
Mstep: Class 38 contains 20859 members 
Mstep: Class 39 contains 3781 members 
Mstep: Class 40 contains 8645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376080.000000 Penalty: 25740.931641
Iteration 107Q: 41 clusters Score -5.037608e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12040 members 
Mstep: Class 3 contains 2626 members 
Mstep: Class 4 contains 2813 members 
Mstep: Class 5 contains 10393 members 
Mstep: Class 6 contains 477688 members 
Mstep: Class 7 contains 13081 members 
Mstep: Class 8 contains 2394 members 
Mstep: Class 9 contains 1425 members 
Mstep: Class 10 contains 11043 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 12737 members 
Mstep: Class 13 contains 6824 members 
Mstep: Class 14 contains 9923 members 
Mstep: Class 15 contains 13803 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 6801 members 
Mstep: Class 18 contains 5339 members 
Mstep: Class 19 contains 7667 members 
Mstep: Class 20 contains 5695 members 
Mstep: Class 21 contains 10411 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 3159 members 
Mstep: Class 24 contains 3353 members 
Mstep: Class 25 contains 17321 members 
Mstep: Class 26 contains 106192 members 
Mstep: Class 27 contains 2850 members 
Mstep: Class 28 contains 826 members 
Mstep: Class 29 contains 870 members 
Mstep: Class 30 contains 14365 members 
Mstep: Class 31 contains 516 members 
Mstep: Class 32 contains 3636 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 7154 members 
Mstep: Class 35 contains 561396 members 
Mstep: Class 36 contains 705 members 
Mstep: Class 37 contains 6322 members 
Mstep: Class 38 contains 20847 members 
Mstep: Class 39 contains 3773 members 
Mstep: Class 40 contains 8652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376116.000000 Penalty: 25740.931641
Iteration 108Q: 41 clusters Score -5.037612e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12023 members 
Mstep: Class 3 contains 2630 members 
Mstep: Class 4 contains 2818 members 
Mstep: Class 5 contains 10376 members 
Mstep: Class 6 contains 477698 members 
Mstep: Class 7 contains 13110 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 1423 members 
Mstep: Class 10 contains 11024 members 
Mstep: Class 11 contains 6182 members 
Mstep: Class 12 contains 12728 members 
Mstep: Class 13 contains 6830 members 
Mstep: Class 14 contains 9924 members 
Mstep: Class 15 contains 13801 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 6824 members 
Mstep: Class 18 contains 5317 members 
Mstep: Class 19 contains 7666 members 
Mstep: Class 20 contains 5674 members 
Mstep: Class 21 contains 10415 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 3339 members 
Mstep: Class 25 contains 17327 members 
Mstep: Class 26 contains 106195 members 
Mstep: Class 27 contains 2873 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 870 members 
Mstep: Class 30 contains 14348 members 
Mstep: Class 31 contains 515 members 
Mstep: Class 32 contains 3654 members 
Mstep: Class 33 contains 3554 members 
Mstep: Class 34 contains 7156 members 
Mstep: Class 35 contains 561389 members 
Mstep: Class 36 contains 706 members 
Mstep: Class 37 contains 6329 members 
Mstep: Class 38 contains 20838 members 
Mstep: Class 39 contains 3766 members 
Mstep: Class 40 contains 8648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376216.000000 Penalty: 25740.931641
Iteration 109Q: 41 clusters Score -5.037622e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12009 members 
Mstep: Class 3 contains 2629 members 
Mstep: Class 4 contains 2823 members 
Mstep: Class 5 contains 10361 members 
Mstep: Class 6 contains 477702 members 
Mstep: Class 7 contains 13146 members 
Mstep: Class 8 contains 2416 members 
Mstep: Class 9 contains 1423 members 
Mstep: Class 10 contains 11011 members 
Mstep: Class 11 contains 6185 members 
Mstep: Class 12 contains 12726 members 
Mstep: Class 13 contains 6825 members 
Mstep: Class 14 contains 9924 members 
Mstep: Class 15 contains 13800 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 6855 members 
Mstep: Class 18 contains 5312 members 
Mstep: Class 19 contains 7663 members 
Mstep: Class 20 contains 5661 members 
Mstep: Class 21 contains 10433 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 3168 members 
Mstep: Class 24 contains 3328 members 
Mstep: Class 25 contains 17336 members 
Mstep: Class 26 contains 106185 members 
Mstep: Class 27 contains 2899 members 
Mstep: Class 28 contains 812 members 
Mstep: Class 29 contains 869 members 
Mstep: Class 30 contains 14336 members 
Mstep: Class 31 contains 516 members 
Mstep: Class 32 contains 3672 members 
Mstep: Class 33 contains 3555 members 
Mstep: Class 34 contains 7159 members 
Mstep: Class 35 contains 561366 members 
Mstep: Class 36 contains 706 members 
Mstep: Class 37 contains 6332 members 
Mstep: Class 38 contains 20822 members 
Mstep: Class 39 contains 3754 members 
Mstep: Class 40 contains 8643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376328.000000 Penalty: 25740.931641
Iteration 110Q: 41 clusters Score -5.037633e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11991 members 
Mstep: Class 3 contains 2621 members 
Mstep: Class 4 contains 2819 members 
Mstep: Class 5 contains 10352 members 
Mstep: Class 6 contains 477705 members 
Mstep: Class 7 contains 13186 members 
Mstep: Class 8 contains 2413 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 11000 members 
Mstep: Class 11 contains 6185 members 
Mstep: Class 12 contains 12726 members 
Mstep: Class 13 contains 6827 members 
Mstep: Class 14 contains 9925 members 
Mstep: Class 15 contains 13801 members 
Mstep: Class 16 contains 1790 members 
Mstep: Class 17 contains 6884 members 
Mstep: Class 18 contains 5304 members 
Mstep: Class 19 contains 7661 members 
Mstep: Class 20 contains 5643 members 
Mstep: Class 21 contains 10456 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 3173 members 
Mstep: Class 24 contains 3315 members 
Mstep: Class 25 contains 17338 members 
Mstep: Class 26 contains 106174 members 
Mstep: Class 27 contains 2918 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 869 members 
Mstep: Class 30 contains 14324 members 
Mstep: Class 31 contains 518 members 
Mstep: Class 32 contains 3688 members 
Mstep: Class 33 contains 3559 members 
Mstep: Class 34 contains 7166 members 
Mstep: Class 35 contains 561347 members 
Mstep: Class 36 contains 706 members 
Mstep: Class 37 contains 6335 members 
Mstep: Class 38 contains 20814 members 
Mstep: Class 39 contains 3745 members 
Mstep: Class 40 contains 8638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376284.000000 Penalty: 25740.931641
Iteration 111Q: 41 clusters Score -5.037628e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 2628 members 
Mstep: Class 4 contains 2820 members 
Mstep: Class 5 contains 10332 members 
Mstep: Class 6 contains 477688 members 
Mstep: Class 7 contains 13226 members 
Mstep: Class 8 contains 2419 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 10993 members 
Mstep: Class 11 contains 6183 members 
Mstep: Class 12 contains 12723 members 
Mstep: Class 13 contains 6822 members 
Mstep: Class 14 contains 9926 members 
Mstep: Class 15 contains 13797 members 
Mstep: Class 16 contains 1788 members 
Mstep: Class 17 contains 6914 members 
Mstep: Class 18 contains 5311 members 
Mstep: Class 19 contains 7661 members 
Mstep: Class 20 contains 5631 members 
Mstep: Class 21 contains 10484 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 3178 members 
Mstep: Class 24 contains 3305 members 
Mstep: Class 25 contains 17344 members 
Mstep: Class 26 contains 106169 members 
Mstep: Class 27 contains 2933 members 
Mstep: Class 28 contains 802 members 
Mstep: Class 29 contains 870 members 
Mstep: Class 30 contains 14306 members 
Mstep: Class 31 contains 519 members 
Mstep: Class 32 contains 3689 members 
Mstep: Class 33 contains 3561 members 
Mstep: Class 34 contains 7174 members 
Mstep: Class 35 contains 561324 members 
Mstep: Class 36 contains 705 members 
Mstep: Class 37 contains 6336 members 
Mstep: Class 38 contains 20804 members 
Mstep: Class 39 contains 3744 members 
Mstep: Class 40 contains 8639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376300.000000 Penalty: 25740.931641
Iteration 112Q: 41 clusters Score -5.03763e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11956 members 
Mstep: Class 3 contains 2627 members 
Mstep: Class 4 contains 2818 members 
Mstep: Class 5 contains 10321 members 
Mstep: Class 6 contains 477656 members 
Mstep: Class 7 contains 13264 members 
Mstep: Class 8 contains 2433 members 
Mstep: Class 9 contains 1420 members 
Mstep: Class 10 contains 10981 members 
Mstep: Class 11 contains 6183 members 
Mstep: Class 12 contains 12718 members 
Mstep: Class 13 contains 6816 members 
Mstep: Class 14 contains 9923 members 
Mstep: Class 15 contains 13802 members 
Mstep: Class 16 contains 1790 members 
Mstep: Class 17 contains 6946 members 
Mstep: Class 18 contains 5326 members 
Mstep: Class 19 contains 7659 members 
Mstep: Class 20 contains 5617 members 
Mstep: Class 21 contains 10509 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 3181 members 
Mstep: Class 24 contains 3298 members 
Mstep: Class 25 contains 17356 members 
Mstep: Class 26 contains 106166 members 
Mstep: Class 27 contains 2952 members 
Mstep: Class 28 contains 802 members 
Mstep: Class 29 contains 871 members 
Mstep: Class 30 contains 14287 members 
Mstep: Class 31 contains 519 members 
Mstep: Class 32 contains 3701 members 
Mstep: Class 33 contains 3564 members 
Mstep: Class 34 contains 7177 members 
Mstep: Class 35 contains 561286 members 
Mstep: Class 36 contains 706 members 
Mstep: Class 37 contains 6330 members 
Mstep: Class 38 contains 20792 members 
Mstep: Class 39 contains 3742 members 
Mstep: Class 40 contains 8644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376316.000000 Penalty: 25740.931641
Iteration 113Q: 41 clusters Score -5.037632e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11939 members 
Mstep: Class 3 contains 2631 members 
Mstep: Class 4 contains 2816 members 
Mstep: Class 5 contains 10307 members 
Mstep: Class 6 contains 477640 members 
Mstep: Class 7 contains 13295 members 
Mstep: Class 8 contains 2446 members 
Mstep: Class 9 contains 1419 members 
Mstep: Class 10 contains 10975 members 
Mstep: Class 11 contains 6183 members 
Mstep: Class 12 contains 12720 members 
Mstep: Class 13 contains 6809 members 
Mstep: Class 14 contains 9921 members 
Mstep: Class 15 contains 13808 members 
Mstep: Class 16 contains 1790 members 
Mstep: Class 17 contains 6969 members 
Mstep: Class 18 contains 5343 members 
Mstep: Class 19 contains 7658 members 
Mstep: Class 20 contains 5609 members 
Mstep: Class 21 contains 10525 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 3182 members 
Mstep: Class 24 contains 3293 members 
Mstep: Class 25 contains 17367 members 
Mstep: Class 26 contains 106149 members 
Mstep: Class 27 contains 2974 members 
Mstep: Class 28 contains 802 members 
Mstep: Class 29 contains 871 members 
Mstep: Class 30 contains 14272 members 
Mstep: Class 31 contains 519 members 
Mstep: Class 32 contains 3718 members 
Mstep: Class 33 contains 3566 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 561245 members 
Mstep: Class 36 contains 705 members 
Mstep: Class 37 contains 6326 members 
Mstep: Class 38 contains 20784 members 
Mstep: Class 39 contains 3740 members 
Mstep: Class 40 contains 8641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376408.000000 Penalty: 25740.931641
Iteration 114Q: 41 clusters Score -5.037641e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11926 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 4 contains 2806 members 
Mstep: Class 5 contains 10298 members 
Mstep: Class 6 contains 477622 members 
Mstep: Class 7 contains 13327 members 
Mstep: Class 8 contains 2461 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 10966 members 
Mstep: Class 11 contains 6182 members 
Mstep: Class 12 contains 12720 members 
Mstep: Class 13 contains 6807 members 
Mstep: Class 14 contains 9921 members 
Mstep: Class 15 contains 13816 members 
Mstep: Class 16 contains 1792 members 
Mstep: Class 17 contains 6993 members 
Mstep: Class 18 contains 5354 members 
Mstep: Class 19 contains 7661 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 21 contains 10538 members 
Mstep: Class 22 contains 955 members 
Mstep: Class 23 contains 3182 members 
Mstep: Class 24 contains 3290 members 
Mstep: Class 25 contains 17373 members 
Mstep: Class 26 contains 106134 members 
Mstep: Class 27 contains 2992 members 
Mstep: Class 28 contains 800 members 
Mstep: Class 29 contains 871 members 
Mstep: Class 30 contains 14252 members 
Mstep: Class 31 contains 520 members 
Mstep: Class 32 contains 3743 members 
Mstep: Class 33 contains 3566 members 
Mstep: Class 34 contains 7190 members 
Mstep: Class 35 contains 561199 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 6325 members 
Mstep: Class 38 contains 20782 members 
Mstep: Class 39 contains 3736 members 
Mstep: Class 40 contains 8637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376352.000000 Penalty: 25740.931641
Iteration 115Q: 41 clusters Score -5.037635e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11917 members 
Mstep: Class 3 contains 2637 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 10291 members 
Mstep: Class 6 contains 477609 members 
Mstep: Class 7 contains 13356 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 1419 members 
Mstep: Class 10 contains 10959 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 12721 members 
Mstep: Class 13 contains 6806 members 
Mstep: Class 14 contains 9920 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 1794 members 
Mstep: Class 17 contains 7025 members 
Mstep: Class 18 contains 5365 members 
Mstep: Class 19 contains 7664 members 
Mstep: Class 20 contains 5595 members 
Mstep: Class 21 contains 10552 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 3181 members 
Mstep: Class 24 contains 3285 members 
Mstep: Class 25 contains 17373 members 
Mstep: Class 26 contains 106121 members 
Mstep: Class 27 contains 3009 members 
Mstep: Class 28 contains 800 members 
Mstep: Class 29 contains 871 members 
Mstep: Class 30 contains 14230 members 
Mstep: Class 31 contains 521 members 
Mstep: Class 32 contains 3774 members 
Mstep: Class 33 contains 3566 members 
Mstep: Class 34 contains 7197 members 
Mstep: Class 35 contains 561149 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 6325 members 
Mstep: Class 38 contains 20777 members 
Mstep: Class 39 contains 3731 members 
Mstep: Class 40 contains 8635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376344.000000 Penalty: 25740.931641
Iteration 116Q: 41 clusters Score -5.037634e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11915 members 
Mstep: Class 3 contains 2639 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 10278 members 
Mstep: Class 6 contains 477613 members 
Mstep: Class 7 contains 13383 members 
Mstep: Class 8 contains 2475 members 
Mstep: Class 9 contains 1417 members 
Mstep: Class 10 contains 10947 members 
Mstep: Class 11 contains 6180 members 
Mstep: Class 12 contains 12719 members 
Mstep: Class 13 contains 6804 members 
Mstep: Class 14 contains 9920 members 
Mstep: Class 15 contains 13817 members 
Mstep: Class 16 contains 1797 members 
Mstep: Class 17 contains 7048 members 
Mstep: Class 18 contains 5375 members 
Mstep: Class 19 contains 7665 members 
Mstep: Class 20 contains 5587 members 
Mstep: Class 21 contains 10561 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 3182 members 
Mstep: Class 24 contains 3281 members 
Mstep: Class 25 contains 17374 members 
Mstep: Class 26 contains 106104 members 
Mstep: Class 27 contains 3024 members 
Mstep: Class 28 contains 799 members 
Mstep: Class 29 contains 871 members 
Mstep: Class 30 contains 14207 members 
Mstep: Class 31 contains 521 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 3565 members 
Mstep: Class 34 contains 7202 members 
Mstep: Class 35 contains 561121 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 6326 members 
Mstep: Class 38 contains 20768 members 
Mstep: Class 39 contains 3728 members 
Mstep: Class 40 contains 8630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376320.000000 Penalty: 25740.931641
Iteration 117Q: 41 clusters Score -5.037632e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11912 members 
Mstep: Class 3 contains 2641 members 
Mstep: Class 4 contains 2797 members 
Mstep: Class 5 contains 10263 members 
Mstep: Class 6 contains 477630 members 
Mstep: Class 7 contains 13405 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 1419 members 
Mstep: Class 10 contains 10933 members 
Mstep: Class 11 contains 6179 members 
Mstep: Class 12 contains 12720 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 9920 members 
Mstep: Class 15 contains 13812 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 7064 members 
Mstep: Class 18 contains 5379 members 
Mstep: Class 19 contains 7666 members 
Mstep: Class 20 contains 5584 members 
Mstep: Class 21 contains 10569 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 3181 members 
Mstep: Class 24 contains 3274 members 
Mstep: Class 25 contains 17376 members 
Mstep: Class 26 contains 106102 members 
Mstep: Class 27 contains 3033 members 
Mstep: Class 28 contains 796 members 
Mstep: Class 29 contains 871 members 
Mstep: Class 30 contains 14191 members 
Mstep: Class 31 contains 522 members 
Mstep: Class 32 contains 3832 members 
Mstep: Class 33 contains 3564 members 
Mstep: Class 34 contains 7203 members 
Mstep: Class 35 contains 561096 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 6327 members 
Mstep: Class 38 contains 20760 members 
Mstep: Class 39 contains 3729 members 
Mstep: Class 40 contains 8630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376456.000000 Penalty: 25740.931641
Iteration 118Q: 41 clusters Score -5.037646e+07 nChanged 384
Entering ConstructFrom: 
Score: -50376456.000000 Penalty: 25740.931641
Entering ConstructFrom: 
Trying to split cluster 1 (865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Entering Unmasked Estep 
Score: -30183.828125 Penalty: 307.704193
	Iteration 0F: 2 clusters Score -30183.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -29473.490234 Penalty: 615.408386
	Iteration 0F: 3 clusters Score -29473.49 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -29669.833984 Penalty: 615.408386
	Iteration 1F: 3 clusters Score -29669.83 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -29708.359375 Penalty: 615.408386
	Iteration 2F: 3 clusters Score -29708.36 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -29743.093750 Penalty: 615.408386
	Iteration 3F: 3 clusters Score -29743.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -29764.832031 Penalty: 615.408386
	Iteration 4Q: 3 clusters Score -29764.83 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -29790.197266 Penalty: 615.408386
	Iteration 5Q: 3 clusters Score -29790.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -29808.058594 Penalty: 615.408386
	Iteration 6Q: 3 clusters Score -29808.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -29826.050781 Penalty: 615.408386
	Iteration 7Q: 3 clusters Score -29826.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -29845.363281 Penalty: 615.408386
	Iteration 8Q: 3 clusters Score -29845.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -29858.117188 Penalty: 615.408386
	Iteration 9Q: 3 clusters Score -29858.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -29869.316406 Penalty: 615.408386
	Iteration 10Q: 3 clusters Score -29869.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -29881.658203 Penalty: 615.408386
	Iteration 11Q: 3 clusters Score -29881.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -29894.134766 Penalty: 615.408386
	Iteration 12Q: 3 clusters Score -29894.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -29908.580078 Penalty: 615.408386
	Iteration 13Q: 3 clusters Score -29908.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -29921.443359 Penalty: 615.408386
	Iteration 14Q: 3 clusters Score -29921.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -29931.880859 Penalty: 615.408386
	Iteration 15Q: 3 clusters Score -29931.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -29935.867188 Penalty: 615.408386
	Iteration 16Q: 3 clusters Score -29935.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -29938.986328 Penalty: 615.408386
	Iteration 17Q: 3 clusters Score -29938.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -29941.306641 Penalty: 615.408386
	Iteration 18Q: 3 clusters Score -29941.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -29942.240234 Penalty: 615.408386
	Iteration 19Q: 3 clusters Score -29942.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -29943.296875 Penalty: 615.408386
	Iteration 20F: 3 clusters Score -29943.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -29945.308594 Penalty: 615.408386
	Iteration 21Q: 3 clusters Score -29945.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -29946.392578 Penalty: 615.408386
	Iteration 22Q: 3 clusters Score -29946.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -29946.707031 Penalty: 615.408386
	Iteration 23Q: 3 clusters Score -29946.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -29947.398438 Penalty: 615.408386
	Iteration 24Q: 3 clusters Score -29947.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -29947.398438 Penalty: 615.408386
	Iteration 25F: 3 clusters Score -29947.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Entering Unmasked Estep 
Score: -441035.687500 Penalty: 427.000671
	Iteration 0F: 2 clusters Score -441035.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -433172.250000 Penalty: 854.001343
	Iteration 0F: 3 clusters Score -433172.2 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -436472.406250 Penalty: 854.001343
	Iteration 1F: 3 clusters Score -436472.4 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -437011.968750 Penalty: 854.001343
	Iteration 2F: 3 clusters Score -437012 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -437637.250000 Penalty: 854.001343
	Iteration 3F: 3 clusters Score -437637.2 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -438270.875000 Penalty: 854.001343
	Iteration 4F: 3 clusters Score -438270.9 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -438831.562500 Penalty: 854.001343
	Iteration 5F: 3 clusters Score -438831.6 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -439283.093750 Penalty: 854.001343
	Iteration 6F: 3 clusters Score -439283.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -439607.906250 Penalty: 854.001343
	Iteration 7Q: 3 clusters Score -439607.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -439839.593750 Penalty: 854.001343
	Iteration 8Q: 3 clusters Score -439839.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -440002.468750 Penalty: 854.001343
	Iteration 9Q: 3 clusters Score -440002.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -440159.312500 Penalty: 854.001343
	Iteration 10Q: 3 clusters Score -440159.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -440301.156250 Penalty: 854.001343
	Iteration 11Q: 3 clusters Score -440301.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -440424.781250 Penalty: 854.001343
	Iteration 12Q: 3 clusters Score -440424.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -440533.000000 Penalty: 854.001343
	Iteration 13Q: 3 clusters Score -440533 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -440617.562500 Penalty: 854.001343
	Iteration 14Q: 3 clusters Score -440617.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -440675.718750 Penalty: 854.001343
	Iteration 15Q: 3 clusters Score -440675.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -440723.343750 Penalty: 854.001343
	Iteration 16Q: 3 clusters Score -440723.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -440759.437500 Penalty: 854.001343
	Iteration 17Q: 3 clusters Score -440759.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -440793.750000 Penalty: 854.001343
	Iteration 18Q: 3 clusters Score -440793.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -440823.093750 Penalty: 854.001343
	Iteration 19Q: 3 clusters Score -440823.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -440848.281250 Penalty: 854.001343
	Iteration 20F: 3 clusters Score -440848.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -440865.437500 Penalty: 854.001343
	Iteration 21Q: 3 clusters Score -440865.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -440886.437500 Penalty: 854.001343
	Iteration 22Q: 3 clusters Score -440886.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -440904.437500 Penalty: 854.001343
	Iteration 23Q: 3 clusters Score -440904.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -440923.125000 Penalty: 854.001343
	Iteration 24Q: 3 clusters Score -440923.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -440934.718750 Penalty: 854.001343
	Iteration 25Q: 3 clusters Score -440934.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -440946.937500 Penalty: 854.001343
	Iteration 26Q: 3 clusters Score -440946.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -440958.687500 Penalty: 854.001343
	Iteration 27Q: 3 clusters Score -440958.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -440970.281250 Penalty: 854.001343
	Iteration 28Q: 3 clusters Score -440970.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -440985.000000 Penalty: 854.001343
	Iteration 29Q: 3 clusters Score -440985 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -440995.593750 Penalty: 854.001343
	Iteration 30Q: 3 clusters Score -440995.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -441004.531250 Penalty: 854.001343
	Iteration 31Q: 3 clusters Score -441004.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -441011.781250 Penalty: 854.001343
	Iteration 32Q: 3 clusters Score -441011.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -441022.968750 Penalty: 854.001343
	Iteration 33Q: 3 clusters Score -441023 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -441030.093750 Penalty: 854.001343
	Iteration 34Q: 3 clusters Score -441030.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -441037.718750 Penalty: 854.001343
	Iteration 35Q: 3 clusters Score -441037.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -441047.812500 Penalty: 854.001343
	Iteration 36Q: 3 clusters Score -441047.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -441055.343750 Penalty: 854.001343
	Iteration 37Q: 3 clusters Score -441055.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -441059.343750 Penalty: 854.001343
	Iteration 38Q: 3 clusters Score -441059.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -441062.000000 Penalty: 854.001343
	Iteration 39Q: 3 clusters Score -441062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -441065.343750 Penalty: 854.001343
	Iteration 40F: 3 clusters Score -441065.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -441067.656250 Penalty: 854.001343
	Iteration 41Q: 3 clusters Score -441067.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -441069.281250 Penalty: 854.001343
	Iteration 42Q: 3 clusters Score -441069.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -441070.656250 Penalty: 854.001343
	Iteration 43Q: 3 clusters Score -441070.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -441072.437500 Penalty: 854.001343
	Iteration 44Q: 3 clusters Score -441072.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -441073.687500 Penalty: 854.001343
	Iteration 45Q: 3 clusters Score -441073.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -441074.156250 Penalty: 854.001343
	Iteration 46Q: 3 clusters Score -441074.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -441075.031250 Penalty: 854.001343
	Iteration 47Q: 3 clusters Score -441075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -441076.250000 Penalty: 854.001343
	Iteration 48Q: 3 clusters Score -441076.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -441078.593750 Penalty: 854.001343
	Iteration 49Q: 3 clusters Score -441078.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -441079.750000 Penalty: 854.001343
	Iteration 50Q: 3 clusters Score -441079.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -441080.906250 Penalty: 854.001343
	Iteration 51Q: 3 clusters Score -441080.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -441081.531250 Penalty: 854.001343
	Iteration 52Q: 3 clusters Score -441081.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -441081.656250 Penalty: 854.001343
	Iteration 53Q: 3 clusters Score -441081.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -441082.468750 Penalty: 854.001343
	Iteration 54Q: 3 clusters Score -441082.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -441082.031250 Penalty: 854.001343
	Iteration 55Q: 3 clusters Score -441082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -441081.937500 Penalty: 854.001343
	Iteration 56Q: 3 clusters Score -441081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -441082.125000 Penalty: 854.001343
	Iteration 57Q: 3 clusters Score -441082.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -441081.843750 Penalty: 854.001343
	Iteration 58Q: 3 clusters Score -441081.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -441081.718750 Penalty: 854.001343
	Iteration 59Q: 3 clusters Score -441081.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -441081.625000 Penalty: 854.001343
	Iteration 60F: 3 clusters Score -441081.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -441081.937500 Penalty: 854.001343
	Iteration 61Q: 3 clusters Score -441081.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -441081.937500 Penalty: 854.001343
	Iteration 62F: 3 clusters Score -441081.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11060 members 
Mstep: Class 3 contains 2636 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 10250 members 
Mstep: Class 6 contains 477640 members 
Mstep: Class 7 contains 13413 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 1420 members 
Mstep: Class 10 contains 10925 members 
Mstep: Class 11 contains 6180 members 
Mstep: Class 12 contains 12720 members 
Mstep: Class 13 contains 6787 members 
Mstep: Class 14 contains 9920 members 
Mstep: Class 15 contains 13808 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 7078 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 7665 members 
Mstep: Class 20 contains 5582 members 
Mstep: Class 21 contains 10581 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 3181 members 
Mstep: Class 24 contains 3272 members 
Mstep: Class 25 contains 17379 members 
Mstep: Class 26 contains 106100 members 
Mstep: Class 27 contains 3035 members 
Mstep: Class 28 contains 793 members 
Mstep: Class 29 contains 872 members 
Mstep: Class 30 contains 14174 members 
Mstep: Class 31 contains 524 members 
Mstep: Class 32 contains 3854 members 
Mstep: Class 33 contains 3564 members 
Mstep: Class 34 contains 7206 members 
Mstep: Class 35 contains 561086 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 6339 members 
Mstep: Class 38 contains 20755 members 
Mstep: Class 39 contains 3729 members 
Mstep: Class 40 contains 8625 members 
Mstep: Class 41 contains 844 members 
Entering Unmasked Estep 
Score: -50376224.000000 Penalty: 26384.455078
Splitting cluster 2 changes total score from -50376456.000000 to -50376224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Entering Unmasked Estep 
Score: -73396.015625 Penalty: 358.404327
	Iteration 0F: 2 clusters Score -73396.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -71545.906250 Penalty: 716.808655
	Iteration 0F: 3 clusters Score -71545.91 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -72282.976562 Penalty: 716.808655
	Iteration 1F: 3 clusters Score -72282.98 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -72453.320312 Penalty: 716.808655
	Iteration 2F: 3 clusters Score -72453.32 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -72614.945312 Penalty: 716.808655
	Iteration 3F: 3 clusters Score -72614.95 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -72728.179688 Penalty: 716.808655
	Iteration 4F: 3 clusters Score -72728.18 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -72819.093750 Penalty: 716.808655
	Iteration 5F: 3 clusters Score -72819.09 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -72896.750000 Penalty: 716.808655
	Iteration 6Q: 3 clusters Score -72896.75 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -72966.539062 Penalty: 716.808655
	Iteration 7Q: 3 clusters Score -72966.54 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -73010.281250 Penalty: 716.808655
	Iteration 8Q: 3 clusters Score -73010.28 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -73042.789062 Penalty: 716.808655
	Iteration 9Q: 3 clusters Score -73042.79 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -73068.265625 Penalty: 716.808655
	Iteration 10Q: 3 clusters Score -73068.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -73089.304688 Penalty: 716.808655
	Iteration 11Q: 3 clusters Score -73089.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -73103.078125 Penalty: 716.808655
	Iteration 12Q: 3 clusters Score -73103.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -73112.273438 Penalty: 716.808655
	Iteration 13Q: 3 clusters Score -73112.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -73121.039062 Penalty: 716.808655
	Iteration 14Q: 3 clusters Score -73121.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -73126.515625 Penalty: 716.808655
	Iteration 15Q: 3 clusters Score -73126.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -73133.585938 Penalty: 716.808655
	Iteration 16Q: 3 clusters Score -73133.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -73138.375000 Penalty: 716.808655
	Iteration 17Q: 3 clusters Score -73138.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -73140.695312 Penalty: 716.808655
	Iteration 18Q: 3 clusters Score -73140.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -73142.257812 Penalty: 716.808655
	Iteration 19Q: 3 clusters Score -73142.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -73142.835938 Penalty: 716.808655
	Iteration 20F: 3 clusters Score -73142.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -73143.226562 Penalty: 716.808655
	Iteration 21Q: 3 clusters Score -73143.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -73143.539062 Penalty: 716.808655
	Iteration 22Q: 3 clusters Score -73143.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -73144.109375 Penalty: 716.808655
	Iteration 23Q: 3 clusters Score -73144.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -73144.539062 Penalty: 716.808655
	Iteration 24Q: 3 clusters Score -73144.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -73144.617188 Penalty: 716.808655
	Iteration 25Q: 3 clusters Score -73144.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -73146.070312 Penalty: 716.808655
	Iteration 26Q: 3 clusters Score -73146.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -73147.203125 Penalty: 716.808655
	Iteration 27Q: 3 clusters Score -73147.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -73147.703125 Penalty: 716.808655
	Iteration 28Q: 3 clusters Score -73147.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -73148.484375 Penalty: 716.808655
	Iteration 29Q: 3 clusters Score -73148.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -73150.257812 Penalty: 716.808655
	Iteration 30Q: 3 clusters Score -73150.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -73152.500000 Penalty: 716.808655
	Iteration 31Q: 3 clusters Score -73152.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -73154.148438 Penalty: 716.808655
	Iteration 32Q: 3 clusters Score -73154.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -73155.789062 Penalty: 716.808655
	Iteration 33Q: 3 clusters Score -73155.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -73157.257812 Penalty: 716.808655
	Iteration 34Q: 3 clusters Score -73157.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -73159.937500 Penalty: 716.808655
	Iteration 35Q: 3 clusters Score -73159.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -73161.820312 Penalty: 716.808655
	Iteration 36Q: 3 clusters Score -73161.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -73162.546875 Penalty: 716.808655
	Iteration 37Q: 3 clusters Score -73162.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -73162.890625 Penalty: 716.808655
	Iteration 38Q: 3 clusters Score -73162.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -73163.281250 Penalty: 716.808655
	Iteration 39Q: 3 clusters Score -73163.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -73164.031250 Penalty: 716.808655
	Iteration 40F: 3 clusters Score -73164.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -73164.328125 Penalty: 716.808655
	Iteration 41Q: 3 clusters Score -73164.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -73164.328125 Penalty: 716.808655
	Iteration 42F: 3 clusters Score -73164.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Entering Unmasked Estep 
Score: -98817.335938 Penalty: 361.020355
	Iteration 0F: 2 clusters Score -98817.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -96892.468750 Penalty: 722.040710
	Iteration 0F: 3 clusters Score -96892.47 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -97642.390625 Penalty: 722.040710
	Iteration 1F: 3 clusters Score -97642.39 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -97830.148438 Penalty: 722.040710
	Iteration 2F: 3 clusters Score -97830.15 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -98008.390625 Penalty: 722.040710
	Iteration 3F: 3 clusters Score -98008.39 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -98134.617188 Penalty: 722.040710
	Iteration 4F: 3 clusters Score -98134.62 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -98195.351562 Penalty: 722.040710
	Iteration 5Q: 3 clusters Score -98195.35 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -98251.039062 Penalty: 722.040710
	Iteration 6Q: 3 clusters Score -98251.04 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -98296.031250 Penalty: 722.040710
	Iteration 7Q: 3 clusters Score -98296.03 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -98356.593750 Penalty: 722.040710
	Iteration 8Q: 3 clusters Score -98356.59 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -98428.804688 Penalty: 722.040710
	Iteration 9Q: 3 clusters Score -98428.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -98502.101562 Penalty: 722.040710
	Iteration 10Q: 3 clusters Score -98502.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -98570.039062 Penalty: 722.040710
	Iteration 11Q: 3 clusters Score -98570.04 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -98617.312500 Penalty: 722.040710
	Iteration 12Q: 3 clusters Score -98617.31 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -98642.429688 Penalty: 722.040710
	Iteration 13Q: 3 clusters Score -98642.43 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -98660.218750 Penalty: 722.040710
	Iteration 14Q: 3 clusters Score -98660.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -98670.710938 Penalty: 722.040710
	Iteration 15Q: 3 clusters Score -98670.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -98675.156250 Penalty: 722.040710
	Iteration 16Q: 3 clusters Score -98675.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -98678.445312 Penalty: 722.040710
	Iteration 17Q: 3 clusters Score -98678.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -98682.585938 Penalty: 722.040710
	Iteration 18Q: 3 clusters Score -98682.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -98685.187500 Penalty: 722.040710
	Iteration 19Q: 3 clusters Score -98685.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -98686.601562 Penalty: 722.040710
	Iteration 20F: 3 clusters Score -98686.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -98687.554688 Penalty: 722.040710
	Iteration 21Q: 3 clusters Score -98687.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -98687.875000 Penalty: 722.040710
	Iteration 22Q: 3 clusters Score -98687.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -98689.156250 Penalty: 722.040710
	Iteration 23Q: 3 clusters Score -98689.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -98690.429688 Penalty: 722.040710
	Iteration 24Q: 3 clusters Score -98690.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -98691.835938 Penalty: 722.040710
	Iteration 25Q: 3 clusters Score -98691.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -98692.726562 Penalty: 722.040710
	Iteration 26Q: 3 clusters Score -98692.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -98693.562500 Penalty: 722.040710
	Iteration 27Q: 3 clusters Score -98693.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -98694.210938 Penalty: 722.040710
	Iteration 28Q: 3 clusters Score -98694.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -98694.632812 Penalty: 722.040710
	Iteration 29Q: 3 clusters Score -98694.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -98695.023438 Penalty: 722.040710
	Iteration 30Q: 3 clusters Score -98695.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -98695.109375 Penalty: 722.040710
	Iteration 31Q: 3 clusters Score -98695.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -98695.546875 Penalty: 722.040710
	Iteration 32Q: 3 clusters Score -98695.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -98695.578125 Penalty: 722.040710
	Iteration 33Q: 3 clusters Score -98695.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -98695.578125 Penalty: 722.040710
	Iteration 34Q: 3 clusters Score -98695.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -98695.578125 Penalty: 722.040710
	Iteration 35F: 3 clusters Score -98695.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Entering Unmasked Estep 
Score: -379448.312500 Penalty: 420.194000
	Iteration 0F: 2 clusters Score -379448.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -372712.312500 Penalty: 840.388000
	Iteration 0F: 3 clusters Score -372712.3 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -375458.687500 Penalty: 840.388000
	Iteration 1F: 3 clusters Score -375458.7 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -375896.093750 Penalty: 840.388000
	Iteration 2F: 3 clusters Score -375896.1 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -376482.843750 Penalty: 840.388000
	Iteration 3F: 3 clusters Score -376482.8 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -377195.437500 Penalty: 840.388000
	Iteration 4F: 3 clusters Score -377195.4 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -377875.125000 Penalty: 840.388000
	Iteration 5F: 3 clusters Score -377875.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -378264.687500 Penalty: 840.388000
	Iteration 6Q: 3 clusters Score -378264.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -378459.843750 Penalty: 840.388000
	Iteration 7Q: 3 clusters Score -378459.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -378589.000000 Penalty: 840.388000
	Iteration 8Q: 3 clusters Score -378589 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -378690.062500 Penalty: 840.388000
	Iteration 9Q: 3 clusters Score -378690.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -378777.718750 Penalty: 840.388000
	Iteration 10Q: 3 clusters Score -378777.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -378856.281250 Penalty: 840.388000
	Iteration 11Q: 3 clusters Score -378856.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -378939.062500 Penalty: 840.388000
	Iteration 12Q: 3 clusters Score -378939.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -379011.218750 Penalty: 840.388000
	Iteration 13Q: 3 clusters Score -379011.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -379069.812500 Penalty: 840.388000
	Iteration 14Q: 3 clusters Score -379069.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -379112.125000 Penalty: 840.388000
	Iteration 15Q: 3 clusters Score -379112.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -379138.500000 Penalty: 840.388000
	Iteration 16Q: 3 clusters Score -379138.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -379162.250000 Penalty: 840.388000
	Iteration 17Q: 3 clusters Score -379162.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -379177.437500 Penalty: 840.388000
	Iteration 18Q: 3 clusters Score -379177.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -379193.906250 Penalty: 840.388000
	Iteration 19Q: 3 clusters Score -379193.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -379208.875000 Penalty: 840.388000
	Iteration 20F: 3 clusters Score -379208.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -379223.656250 Penalty: 840.388000
	Iteration 21Q: 3 clusters Score -379223.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -379230.312500 Penalty: 840.388000
	Iteration 22Q: 3 clusters Score -379230.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -379236.281250 Penalty: 840.388000
	Iteration 23Q: 3 clusters Score -379236.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -379240.437500 Penalty: 840.388000
	Iteration 24Q: 3 clusters Score -379240.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -379243.750000 Penalty: 840.388000
	Iteration 25Q: 3 clusters Score -379243.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -379247.031250 Penalty: 840.388000
	Iteration 26Q: 3 clusters Score -379247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -379249.281250 Penalty: 840.388000
	Iteration 27Q: 3 clusters Score -379249.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -379251.531250 Penalty: 840.388000
	Iteration 28Q: 3 clusters Score -379251.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -379253.812500 Penalty: 840.388000
	Iteration 29Q: 3 clusters Score -379253.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -379253.000000 Penalty: 840.388000
	Iteration 30Q: 3 clusters Score -379253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -379253.687500 Penalty: 840.388000
	Iteration 31Q: 3 clusters Score -379253.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -379253.656250 Penalty: 840.388000
	Iteration 32Q: 3 clusters Score -379253.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -379253.343750 Penalty: 840.388000
	Iteration 33Q: 3 clusters Score -379253.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -379254.500000 Penalty: 840.388000
	Iteration 34Q: 3 clusters Score -379254.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -379255.781250 Penalty: 840.388000
	Iteration 35Q: 3 clusters Score -379255.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -379256.031250 Penalty: 840.388000
	Iteration 36Q: 3 clusters Score -379256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -379256.031250 Penalty: 840.388000
	Iteration 37Q: 3 clusters Score -379256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -379256.218750 Penalty: 840.388000
	Iteration 38Q: 3 clusters Score -379256.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -379255.906250 Penalty: 840.388000
	Iteration 39Q: 3 clusters Score -379255.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -379255.906250 Penalty: 840.388000
	Iteration 40F: 3 clusters Score -379255.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (477640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477640 members 
Entering Unmasked Estep 
Score: -18333138.000000 Penalty: 594.985840
	Iteration 0F: 2 clusters Score -1.833314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238110 members 
Mstep: Class 2 contains 239530 members 
Entering Unmasked Estep 
Score: -18012726.000000 Penalty: 1189.971680
	Iteration 0F: 3 clusters Score -1.801273e+07 nChanged 236128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195574 members 
Mstep: Class 2 contains 282066 members 
Entering Unmasked Estep 
Score: -18165040.000000 Penalty: 1189.971680
	Iteration 1F: 3 clusters Score -1.816504e+07 nChanged 30074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168488 members 
Mstep: Class 2 contains 309152 members 
Entering Unmasked Estep 
Score: -18181534.000000 Penalty: 1189.971680
	Iteration 2F: 3 clusters Score -1.818153e+07 nChanged 38821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131599 members 
Mstep: Class 2 contains 346041 members 
Entering Unmasked Estep 
Score: -18210150.000000 Penalty: 1189.971680
	Iteration 3F: 3 clusters Score -1.821015e+07 nChanged 42032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91153 members 
Mstep: Class 2 contains 386487 members 
Entering Unmasked Estep 
Score: -18247566.000000 Penalty: 1189.971680
	Iteration 4F: 3 clusters Score -1.824757e+07 nChanged 35190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 420745 members 
Entering Unmasked Estep 
Score: -18281748.000000 Penalty: 1189.971680
	Iteration 5F: 3 clusters Score -1.828175e+07 nChanged 23258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 443609 members 
Entering Unmasked Estep 
Score: -18304378.000000 Penalty: 1189.971680
	Iteration 6Q: 3 clusters Score -1.830438e+07 nChanged 13557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 457062 members 
Entering Unmasked Estep 
Score: -18316568.000000 Penalty: 1189.971680
	Iteration 7Q: 3 clusters Score -1.831657e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 464960 members 
Entering Unmasked Estep 
Score: -18323292.000000 Penalty: 1189.971680
	Iteration 8Q: 3 clusters Score -1.832329e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 469803 members 
Entering Unmasked Estep 
Score: -18327142.000000 Penalty: 1189.971680
	Iteration 9Q: 3 clusters Score -1.832714e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 472851 members 
Entering Unmasked Estep 
Score: -18329406.000000 Penalty: 1189.971680
	Iteration 10Q: 3 clusters Score -1.832941e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 474688 members 
Entering Unmasked Estep 
Score: -18330714.000000 Penalty: 1189.971680
	Iteration 11Q: 3 clusters Score -1.833071e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 475819 members 
Entering Unmasked Estep 
Score: -18331502.000000 Penalty: 1189.971680
	Iteration 12Q: 3 clusters Score -1.83315e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 476472 members 
Entering Unmasked Estep 
Score: -18331896.000000 Penalty: 1189.971680
	Iteration 13Q: 3 clusters Score -1.83319e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 476846 members 
Entering Unmasked Estep 
Score: -18332138.000000 Penalty: 1189.971680
	Iteration 14Q: 3 clusters Score -1.833214e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 477088 members 
Entering Unmasked Estep 
Score: -18332322.000000 Penalty: 1189.971680
	Iteration 15Q: 3 clusters Score -1.833232e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 477248 members 
Entering Unmasked Estep 
Score: -18332458.000000 Penalty: 1189.971680
	Iteration 16Q: 3 clusters Score -1.833246e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 477335 members 
Entering Unmasked Estep 
Score: -18332504.000000 Penalty: 1189.971680
	Iteration 17Q: 3 clusters Score -1.83325e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 477398 members 
Entering Unmasked Estep 
Score: -18332534.000000 Penalty: 1189.971680
	Iteration 18Q: 3 clusters Score -1.833253e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 477435 members 
Entering Unmasked Estep 
Score: -18332570.000000 Penalty: 1189.971680
	Iteration 19Q: 3 clusters Score -1.833257e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 477460 members 
Entering Unmasked Estep 
Score: -18332588.000000 Penalty: 1189.971680
	Iteration 20F: 3 clusters Score -1.833259e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 477472 members 
Entering Unmasked Estep 
Score: -18332602.000000 Penalty: 1189.971680
	Iteration 21Q: 3 clusters Score -1.83326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 477480 members 
Entering Unmasked Estep 
Score: -18332616.000000 Penalty: 1189.971680
	Iteration 22Q: 3 clusters Score -1.833262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 477479 members 
Entering Unmasked Estep 
Score: -18332616.000000 Penalty: 1189.971680
	Iteration 23Q: 3 clusters Score -1.833262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 477481 members 
Entering Unmasked Estep 
Score: -18332628.000000 Penalty: 1189.971680
	Iteration 24Q: 3 clusters Score -1.833263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 477481 members 
Entering Unmasked Estep 
Score: -18332624.000000 Penalty: 1189.971680
	Iteration 25Q: 3 clusters Score -1.833262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 477483 members 
Entering Unmasked Estep 
Score: -18332624.000000 Penalty: 1189.971680
	Iteration 26Q: 3 clusters Score -1.833262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 477483 members 
Entering Unmasked Estep 
Score: -18332624.000000 Penalty: 1189.971680
	Iteration 27F: 3 clusters Score -1.833262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Entering Unmasked Estep 
Score: -485774.343750 Penalty: 432.431061
	Iteration 0F: 2 clusters Score -485774.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -476924.406250 Penalty: 864.862122
	Iteration 0F: 3 clusters Score -476924.4 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -480467.968750 Penalty: 864.862122
	Iteration 1F: 3 clusters Score -480468 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -480870.375000 Penalty: 864.862122
	Iteration 2F: 3 clusters Score -480870.4 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -481275.343750 Penalty: 864.862122
	Iteration 3F: 3 clusters Score -481275.3 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -481653.406250 Penalty: 864.862122
	Iteration 4F: 3 clusters Score -481653.4 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -482025.656250 Penalty: 864.862122
	Iteration 5F: 3 clusters Score -482025.7 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -482489.312500 Penalty: 864.862122
	Iteration 6F: 3 clusters Score -482489.3 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -483050.906250 Penalty: 864.862122
	Iteration 7F: 3 clusters Score -483050.9 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -483638.281250 Penalty: 864.862122
	Iteration 8F: 3 clusters Score -483638.3 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -484207.781250 Penalty: 864.862122
	Iteration 9Q: 3 clusters Score -484207.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -484718.062500 Penalty: 864.862122
	Iteration 10Q: 3 clusters Score -484718.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -485064.906250 Penalty: 864.862122
	Iteration 11Q: 3 clusters Score -485064.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -485236.093750 Penalty: 864.862122
	Iteration 12Q: 3 clusters Score -485236.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -485296.875000 Penalty: 864.862122
	Iteration 13Q: 3 clusters Score -485296.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -485334.375000 Penalty: 864.862122
	Iteration 14Q: 3 clusters Score -485334.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -485358.500000 Penalty: 864.862122
	Iteration 15Q: 3 clusters Score -485358.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -485373.718750 Penalty: 864.862122
	Iteration 16Q: 3 clusters Score -485373.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -485387.531250 Penalty: 864.862122
	Iteration 17Q: 3 clusters Score -485387.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -485402.531250 Penalty: 864.862122
	Iteration 18Q: 3 clusters Score -485402.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -485425.093750 Penalty: 864.862122
	Iteration 19Q: 3 clusters Score -485425.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -485436.031250 Penalty: 864.862122
	Iteration 20F: 3 clusters Score -485436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -485442.656250 Penalty: 864.862122
	Iteration 21Q: 3 clusters Score -485442.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -485445.750000 Penalty: 864.862122
	Iteration 22Q: 3 clusters Score -485445.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -485448.156250 Penalty: 864.862122
	Iteration 23Q: 3 clusters Score -485448.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -485450.281250 Penalty: 864.862122
	Iteration 24Q: 3 clusters Score -485450.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -485450.625000 Penalty: 864.862122
	Iteration 25Q: 3 clusters Score -485450.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -485451.000000 Penalty: 864.862122
	Iteration 26Q: 3 clusters Score -485451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -485452.000000 Penalty: 864.862122
	Iteration 27Q: 3 clusters Score -485452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -485452.343750 Penalty: 864.862122
	Iteration 28Q: 3 clusters Score -485452.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -485452.343750 Penalty: 864.862122
	Iteration 29Q: 3 clusters Score -485452.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -485452.343750 Penalty: 864.862122
	Iteration 30F: 3 clusters Score -485452.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -93846.320312 Penalty: 355.407928
	Iteration 0F: 2 clusters Score -93846.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -92111.585938 Penalty: 710.815857
	Iteration 0F: 3 clusters Score -92111.59 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -92752.523438 Penalty: 710.815857
	Iteration 1F: 3 clusters Score -92752.52 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -92869.437500 Penalty: 710.815857
	Iteration 2F: 3 clusters Score -92869.44 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -92953.468750 Penalty: 710.815857
	Iteration 3F: 3 clusters Score -92953.47 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -93008.281250 Penalty: 710.815857
	Iteration 4Q: 3 clusters Score -93008.28 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -93067.992188 Penalty: 710.815857
	Iteration 5Q: 3 clusters Score -93067.99 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -93138.789062 Penalty: 710.815857
	Iteration 6Q: 3 clusters Score -93138.79 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -93211.304688 Penalty: 710.815857
	Iteration 7Q: 3 clusters Score -93211.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -93268.390625 Penalty: 710.815857
	Iteration 8Q: 3 clusters Score -93268.39 nChanged 79
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: -93322.648438 Penalty: 710.815857
	Iteration 9Q: 3 clusters Score -93322.65 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -93368.710938 Penalty: 710.815857
	Iteration 10Q: 3 clusters Score -93368.71 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -93411.437500 Penalty: 710.815857
	Iteration 11Q: 3 clusters Score -93411.44 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -93446.984375 Penalty: 710.815857
	Iteration 12Q: 3 clusters Score -93446.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -93475.625000 Penalty: 710.815857
	Iteration 13Q: 3 clusters Score -93475.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -93486.500000 Penalty: 710.815857
	Iteration 14Q: 3 clusters Score -93486.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -93493.554688 Penalty: 710.815857
	Iteration 15Q: 3 clusters Score -93493.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -93498.671875 Penalty: 710.815857
	Iteration 16Q: 3 clusters Score -93498.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -93504.710938 Penalty: 710.815857
	Iteration 17Q: 3 clusters Score -93504.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -93514.078125 Penalty: 710.815857
	Iteration 18Q: 3 clusters Score -93514.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -93524.500000 Penalty: 710.815857
	Iteration 19Q: 3 clusters Score -93524.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -93527.742188 Penalty: 710.815857
	Iteration 20F: 3 clusters Score -93527.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -93531.218750 Penalty: 710.815857
	Iteration 21Q: 3 clusters Score -93531.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -93533.351562 Penalty: 710.815857
	Iteration 22Q: 3 clusters Score -93533.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -93535.445312 Penalty: 710.815857
	Iteration 23Q: 3 clusters Score -93535.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -93537.890625 Penalty: 710.815857
	Iteration 24Q: 3 clusters Score -93537.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -93538.648438 Penalty: 710.815857
	Iteration 25Q: 3 clusters Score -93538.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -93538.648438 Penalty: 710.815857
	Iteration 26F: 3 clusters Score -93538.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Entering Unmasked Estep 
Score: -48770.757812 Penalty: 330.257751
	Iteration 0F: 2 clusters Score -48770.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -47696.964844 Penalty: 660.515503
	Iteration 0F: 3 clusters Score -47696.96 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -48157.054688 Penalty: 660.515503
	Iteration 1F: 3 clusters Score -48157.05 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -48299.644531 Penalty: 660.515503
	Iteration 2F: 3 clusters Score -48299.64 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -48387.898438 Penalty: 660.515503
	Iteration 3F: 3 clusters Score -48387.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -48442.023438 Penalty: 660.515503
	Iteration 4F: 3 clusters Score -48442.02 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -48486.875000 Penalty: 660.515503
	Iteration 5Q: 3 clusters Score -48486.88 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -48517.449219 Penalty: 660.515503
	Iteration 6Q: 3 clusters Score -48517.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -48539.519531 Penalty: 660.515503
	Iteration 7Q: 3 clusters Score -48539.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -48553.800781 Penalty: 660.515503
	Iteration 8Q: 3 clusters Score -48553.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -48562.136719 Penalty: 660.515503
	Iteration 9Q: 3 clusters Score -48562.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -48568.761719 Penalty: 660.515503
	Iteration 10Q: 3 clusters Score -48568.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -48571.796875 Penalty: 660.515503
	Iteration 11Q: 3 clusters Score -48571.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -48574.832031 Penalty: 660.515503
	Iteration 12Q: 3 clusters Score -48574.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -48576.968750 Penalty: 660.515503
	Iteration 13Q: 3 clusters Score -48576.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -48579.136719 Penalty: 660.515503
	Iteration 14Q: 3 clusters Score -48579.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -48580.265625 Penalty: 660.515503
	Iteration 15Q: 3 clusters Score -48580.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -48580.445312 Penalty: 660.515503
	Iteration 16Q: 3 clusters Score -48580.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -48580.445312 Penalty: 660.515503
	Iteration 17F: 3 clusters Score -48580.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Entering Unmasked Estep 
Score: -400462.843750 Penalty: 423.095825
	Iteration 0F: 2 clusters Score -400462.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -393184.625000 Penalty: 846.191650
	Iteration 0F: 3 clusters Score -393184.6 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -396207.187500 Penalty: 846.191650
	Iteration 1F: 3 clusters Score -396207.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -396560.656250 Penalty: 846.191650
	Iteration 2F: 3 clusters Score -396560.7 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -396996.843750 Penalty: 846.191650
	Iteration 3F: 3 clusters Score -396996.8 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -397517.281250 Penalty: 846.191650
	Iteration 4F: 3 clusters Score -397517.3 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -398035.343750 Penalty: 846.191650
	Iteration 5F: 3 clusters Score -398035.3 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -398436.062500 Penalty: 846.191650
	Iteration 6F: 3 clusters Score -398436.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -398670.281250 Penalty: 846.191650
	Iteration 7Q: 3 clusters Score -398670.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -398801.406250 Penalty: 846.191650
	Iteration 8Q: 3 clusters Score -398801.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -398898.718750 Penalty: 846.191650
	Iteration 9Q: 3 clusters Score -398898.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -398954.218750 Penalty: 846.191650
	Iteration 10Q: 3 clusters Score -398954.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -398992.125000 Penalty: 846.191650
	Iteration 11Q: 3 clusters Score -398992.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -399024.250000 Penalty: 846.191650
	Iteration 12Q: 3 clusters Score -399024.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -399056.125000 Penalty: 846.191650
	Iteration 13Q: 3 clusters Score -399056.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -399085.531250 Penalty: 846.191650
	Iteration 14Q: 3 clusters Score -399085.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -399114.062500 Penalty: 846.191650
	Iteration 15Q: 3 clusters Score -399114.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -399146.750000 Penalty: 846.191650
	Iteration 16Q: 3 clusters Score -399146.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -399182.343750 Penalty: 846.191650
	Iteration 17Q: 3 clusters Score -399182.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -399210.250000 Penalty: 846.191650
	Iteration 18Q: 3 clusters Score -399210.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -399244.406250 Penalty: 846.191650
	Iteration 19Q: 3 clusters Score -399244.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -399279.437500 Penalty: 846.191650
	Iteration 20F: 3 clusters Score -399279.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -399316.500000 Penalty: 846.191650
	Iteration 21Q: 3 clusters Score -399316.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -399360.125000 Penalty: 846.191650
	Iteration 22Q: 3 clusters Score -399360.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -399398.187500 Penalty: 846.191650
	Iteration 23Q: 3 clusters Score -399398.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -399448.625000 Penalty: 846.191650
	Iteration 24Q: 3 clusters Score -399448.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -399510.531250 Penalty: 846.191650
	Iteration 25Q: 3 clusters Score -399510.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -399565.406250 Penalty: 846.191650
	Iteration 26Q: 3 clusters Score -399565.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -399637.937500 Penalty: 846.191650
	Iteration 27Q: 3 clusters Score -399637.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -399709.812500 Penalty: 846.191650
	Iteration 28Q: 3 clusters Score -399709.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -399769.468750 Penalty: 846.191650
	Iteration 29Q: 3 clusters Score -399769.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -399822.031250 Penalty: 846.191650
	Iteration 30Q: 3 clusters Score -399822 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -399865.218750 Penalty: 846.191650
	Iteration 31Q: 3 clusters Score -399865.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -399903.343750 Penalty: 846.191650
	Iteration 32Q: 3 clusters Score -399903.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -399937.218750 Penalty: 846.191650
	Iteration 33Q: 3 clusters Score -399937.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -399963.562500 Penalty: 846.191650
	Iteration 34Q: 3 clusters Score -399963.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -399995.562500 Penalty: 846.191650
	Iteration 35Q: 3 clusters Score -399995.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -400026.656250 Penalty: 846.191650
	Iteration 36Q: 3 clusters Score -400026.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -400043.968750 Penalty: 846.191650
	Iteration 37Q: 3 clusters Score -400044 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -400059.562500 Penalty: 846.191650
	Iteration 38Q: 3 clusters Score -400059.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -400068.062500 Penalty: 846.191650
	Iteration 39Q: 3 clusters Score -400068.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -400075.437500 Penalty: 846.191650
	Iteration 40F: 3 clusters Score -400075.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -400082.687500 Penalty: 846.191650
	Iteration 41Q: 3 clusters Score -400082.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -400090.687500 Penalty: 846.191650
	Iteration 42Q: 3 clusters Score -400090.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -400100.250000 Penalty: 846.191650
	Iteration 43Q: 3 clusters Score -400100.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -400109.187500 Penalty: 846.191650
	Iteration 44Q: 3 clusters Score -400109.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -400119.375000 Penalty: 846.191650
	Iteration 45Q: 3 clusters Score -400119.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -400129.468750 Penalty: 846.191650
	Iteration 46Q: 3 clusters Score -400129.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -400133.125000 Penalty: 846.191650
	Iteration 47Q: 3 clusters Score -400133.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -400136.625000 Penalty: 846.191650
	Iteration 48Q: 3 clusters Score -400136.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -400140.468750 Penalty: 846.191650
	Iteration 49Q: 3 clusters Score -400140.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -400142.750000 Penalty: 846.191650
	Iteration 50Q: 3 clusters Score -400142.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -400146.593750 Penalty: 846.191650
	Iteration 51Q: 3 clusters Score -400146.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -400149.968750 Penalty: 846.191650
	Iteration 52Q: 3 clusters Score -400150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -400154.125000 Penalty: 846.191650
	Iteration 53Q: 3 clusters Score -400154.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -400162.156250 Penalty: 846.191650
	Iteration 54Q: 3 clusters Score -400162.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -400166.843750 Penalty: 846.191650
	Iteration 55Q: 3 clusters Score -400166.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -400170.687500 Penalty: 846.191650
	Iteration 56Q: 3 clusters Score -400170.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -400175.937500 Penalty: 846.191650
	Iteration 57Q: 3 clusters Score -400175.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -400179.468750 Penalty: 846.191650
	Iteration 58Q: 3 clusters Score -400179.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -400182.718750 Penalty: 846.191650
	Iteration 59Q: 3 clusters Score -400182.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -400185.062500 Penalty: 846.191650
	Iteration 60F: 3 clusters Score -400185.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -400187.281250 Penalty: 846.191650
	Iteration 61Q: 3 clusters Score -400187.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -400188.125000 Penalty: 846.191650
	Iteration 62Q: 3 clusters Score -400188.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -400188.593750 Penalty: 846.191650
	Iteration 63Q: 3 clusters Score -400188.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -400188.968750 Penalty: 846.191650
	Iteration 64Q: 3 clusters Score -400189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -400189.093750 Penalty: 846.191650
	Iteration 65Q: 3 clusters Score -400189.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -400189.500000 Penalty: 846.191650
	Iteration 66Q: 3 clusters Score -400189.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -400190.156250 Penalty: 846.191650
	Iteration 67Q: 3 clusters Score -400190.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -400191.625000 Penalty: 846.191650
	Iteration 68Q: 3 clusters Score -400191.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -400192.500000 Penalty: 846.191650
	Iteration 69Q: 3 clusters Score -400192.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -400193.625000 Penalty: 846.191650
	Iteration 70Q: 3 clusters Score -400193.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -400194.031250 Penalty: 846.191650
	Iteration 71Q: 3 clusters Score -400194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -400194.031250 Penalty: 846.191650
	Iteration 72F: 3 clusters Score -400194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Entering Unmasked Estep 
Score: -227013.562500 Penalty: 397.172852
	Iteration 0F: 2 clusters Score -227013.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -222919.359375 Penalty: 794.345703
	Iteration 0F: 3 clusters Score -222919.4 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -224478.531250 Penalty: 794.345703
	Iteration 1F: 3 clusters Score -224478.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -224713.375000 Penalty: 794.345703
	Iteration 2F: 3 clusters Score -224713.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -225065.156250 Penalty: 794.345703
	Iteration 3F: 3 clusters Score -225065.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -225452.187500 Penalty: 794.345703
	Iteration 4F: 3 clusters Score -225452.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -225762.015625 Penalty: 794.345703
	Iteration 5F: 3 clusters Score -225762 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -225965.359375 Penalty: 794.345703
	Iteration 6F: 3 clusters Score -225965.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -226088.796875 Penalty: 794.345703
	Iteration 7Q: 3 clusters Score -226088.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -226170.765625 Penalty: 794.345703
	Iteration 8Q: 3 clusters Score -226170.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -226234.015625 Penalty: 794.345703
	Iteration 9Q: 3 clusters Score -226234 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -226293.593750 Penalty: 794.345703
	Iteration 10Q: 3 clusters Score -226293.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -226355.640625 Penalty: 794.345703
	Iteration 11Q: 3 clusters Score -226355.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -226423.718750 Penalty: 794.345703
	Iteration 12Q: 3 clusters Score -226423.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -226488.750000 Penalty: 794.345703
	Iteration 13Q: 3 clusters Score -226488.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -226545.812500 Penalty: 794.345703
	Iteration 14Q: 3 clusters Score -226545.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -226600.453125 Penalty: 794.345703
	Iteration 15Q: 3 clusters Score -226600.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -226684.937500 Penalty: 794.345703
	Iteration 16Q: 3 clusters Score -226684.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -226763.687500 Penalty: 794.345703
	Iteration 17Q: 3 clusters Score -226763.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -226808.343750 Penalty: 794.345703
	Iteration 18Q: 3 clusters Score -226808.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -226843.828125 Penalty: 794.345703
	Iteration 19Q: 3 clusters Score -226843.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -226874.625000 Penalty: 794.345703
	Iteration 20F: 3 clusters Score -226874.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -226908.750000 Penalty: 794.345703
	Iteration 21Q: 3 clusters Score -226908.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -226931.578125 Penalty: 794.345703
	Iteration 22Q: 3 clusters Score -226931.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -226944.921875 Penalty: 794.345703
	Iteration 23Q: 3 clusters Score -226944.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -226954.171875 Penalty: 794.345703
	Iteration 24Q: 3 clusters Score -226954.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -226959.656250 Penalty: 794.345703
	Iteration 25Q: 3 clusters Score -226959.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -226964.937500 Penalty: 794.345703
	Iteration 26Q: 3 clusters Score -226964.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -226969.296875 Penalty: 794.345703
	Iteration 27Q: 3 clusters Score -226969.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -226972.593750 Penalty: 794.345703
	Iteration 28Q: 3 clusters Score -226972.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -226974.656250 Penalty: 794.345703
	Iteration 29Q: 3 clusters Score -226974.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -226975.296875 Penalty: 794.345703
	Iteration 30Q: 3 clusters Score -226975.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -226975.562500 Penalty: 794.345703
	Iteration 31Q: 3 clusters Score -226975.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -226976.000000 Penalty: 794.345703
	Iteration 32Q: 3 clusters Score -226976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -226976.593750 Penalty: 794.345703
	Iteration 33Q: 3 clusters Score -226976.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -226976.671875 Penalty: 794.345703
	Iteration 34Q: 3 clusters Score -226976.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -226976.359375 Penalty: 794.345703
	Iteration 35Q: 3 clusters Score -226976.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -226976.328125 Penalty: 794.345703
	Iteration 36Q: 3 clusters Score -226976.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -226976.328125 Penalty: 794.345703
	Iteration 37F: 3 clusters Score -226976.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Entering Unmasked Estep 
Score: -459338.000000 Penalty: 430.017334
	Iteration 0F: 2 clusters Score -459338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -450857.250000 Penalty: 860.034668
	Iteration 0F: 3 clusters Score -450857.2 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -454737.281250 Penalty: 860.034668
	Iteration 1F: 3 clusters Score -454737.3 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -455342.656250 Penalty: 860.034668
	Iteration 2F: 3 clusters Score -455342.7 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -455946.812500 Penalty: 860.034668
	Iteration 3F: 3 clusters Score -455946.8 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -456534.531250 Penalty: 860.034668
	Iteration 4F: 3 clusters Score -456534.5 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -457023.437500 Penalty: 860.034668
	Iteration 5F: 3 clusters Score -457023.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -457455.000000 Penalty: 860.034668
	Iteration 6Q: 3 clusters Score -457455 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -457821.218750 Penalty: 860.034668
	Iteration 7Q: 3 clusters Score -457821.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -458041.562500 Penalty: 860.034668
	Iteration 8Q: 3 clusters Score -458041.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -458192.906250 Penalty: 860.034668
	Iteration 9Q: 3 clusters Score -458192.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -458310.562500 Penalty: 860.034668
	Iteration 10Q: 3 clusters Score -458310.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -458402.125000 Penalty: 860.034668
	Iteration 11Q: 3 clusters Score -458402.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -458475.968750 Penalty: 860.034668
	Iteration 12Q: 3 clusters Score -458476 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -458545.468750 Penalty: 860.034668
	Iteration 13Q: 3 clusters Score -458545.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -458600.937500 Penalty: 860.034668
	Iteration 14Q: 3 clusters Score -458600.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -458650.968750 Penalty: 860.034668
	Iteration 15Q: 3 clusters Score -458651 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -458700.750000 Penalty: 860.034668
	Iteration 16Q: 3 clusters Score -458700.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -458748.125000 Penalty: 860.034668
	Iteration 17Q: 3 clusters Score -458748.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -458788.187500 Penalty: 860.034668
	Iteration 18Q: 3 clusters Score -458788.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -458820.125000 Penalty: 860.034668
	Iteration 19Q: 3 clusters Score -458820.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -458835.906250 Penalty: 860.034668
	Iteration 20F: 3 clusters Score -458835.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -458848.500000 Penalty: 860.034668
	Iteration 21Q: 3 clusters Score -458848.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -458864.500000 Penalty: 860.034668
	Iteration 22Q: 3 clusters Score -458864.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -458873.687500 Penalty: 860.034668
	Iteration 23Q: 3 clusters Score -458873.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -458882.656250 Penalty: 860.034668
	Iteration 24Q: 3 clusters Score -458882.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -458892.875000 Penalty: 860.034668
	Iteration 25Q: 3 clusters Score -458892.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -458902.406250 Penalty: 860.034668
	Iteration 26Q: 3 clusters Score -458902.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -458913.250000 Penalty: 860.034668
	Iteration 27Q: 3 clusters Score -458913.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -458920.625000 Penalty: 860.034668
	Iteration 28Q: 3 clusters Score -458920.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -458925.093750 Penalty: 860.034668
	Iteration 29Q: 3 clusters Score -458925.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -458926.906250 Penalty: 860.034668
	Iteration 30Q: 3 clusters Score -458926.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -458928.843750 Penalty: 860.034668
	Iteration 31Q: 3 clusters Score -458928.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -458930.781250 Penalty: 860.034668
	Iteration 32Q: 3 clusters Score -458930.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -458932.312500 Penalty: 860.034668
	Iteration 33Q: 3 clusters Score -458932.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -458936.125000 Penalty: 860.034668
	Iteration 34Q: 3 clusters Score -458936.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -458937.468750 Penalty: 860.034668
	Iteration 35Q: 3 clusters Score -458937.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -458939.625000 Penalty: 860.034668
	Iteration 36Q: 3 clusters Score -458939.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -458940.250000 Penalty: 860.034668
	Iteration 37Q: 3 clusters Score -458940.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -458941.375000 Penalty: 860.034668
	Iteration 38Q: 3 clusters Score -458941.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -458941.375000 Penalty: 860.034668
	Iteration 39F: 3 clusters Score -458941.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Entering Unmasked Estep 
Score: -241827.718750 Penalty: 401.435791
	Iteration 0F: 2 clusters Score -241827.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -237277.796875 Penalty: 802.871582
	Iteration 0F: 3 clusters Score -237277.8 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -239305.250000 Penalty: 802.871582
	Iteration 1F: 3 clusters Score -239305.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -239562.234375 Penalty: 802.871582
	Iteration 2F: 3 clusters Score -239562.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -239815.609375 Penalty: 802.871582
	Iteration 3F: 3 clusters Score -239815.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -240073.000000 Penalty: 802.871582
	Iteration 4F: 3 clusters Score -240073 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -240355.906250 Penalty: 802.871582
	Iteration 5F: 3 clusters Score -240355.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -240593.375000 Penalty: 802.871582
	Iteration 6Q: 3 clusters Score -240593.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -240770.250000 Penalty: 802.871582
	Iteration 7Q: 3 clusters Score -240770.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -240935.812500 Penalty: 802.871582
	Iteration 8Q: 3 clusters Score -240935.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -241090.578125 Penalty: 802.871582
	Iteration 9Q: 3 clusters Score -241090.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -241213.296875 Penalty: 802.871582
	Iteration 10Q: 3 clusters Score -241213.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -241315.718750 Penalty: 802.871582
	Iteration 11Q: 3 clusters Score -241315.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -241422.671875 Penalty: 802.871582
	Iteration 12Q: 3 clusters Score -241422.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -241523.203125 Penalty: 802.871582
	Iteration 13Q: 3 clusters Score -241523.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -241621.218750 Penalty: 802.871582
	Iteration 14Q: 3 clusters Score -241621.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -241716.562500 Penalty: 802.871582
	Iteration 15Q: 3 clusters Score -241716.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -241805.156250 Penalty: 802.871582
	Iteration 16Q: 3 clusters Score -241805.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -241868.656250 Penalty: 802.871582
	Iteration 17Q: 3 clusters Score -241868.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -241896.765625 Penalty: 802.871582
	Iteration 18Q: 3 clusters Score -241896.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -241914.140625 Penalty: 802.871582
	Iteration 19Q: 3 clusters Score -241914.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -241928.906250 Penalty: 802.871582
	Iteration 20F: 3 clusters Score -241928.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -241939.500000 Penalty: 802.871582
	Iteration 21Q: 3 clusters Score -241939.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -241948.203125 Penalty: 802.871582
	Iteration 22Q: 3 clusters Score -241948.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -241951.218750 Penalty: 802.871582
	Iteration 23Q: 3 clusters Score -241951.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -241952.046875 Penalty: 802.871582
	Iteration 24Q: 3 clusters Score -241952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -241952.531250 Penalty: 802.871582
	Iteration 25Q: 3 clusters Score -241952.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -241952.578125 Penalty: 802.871582
	Iteration 26Q: 3 clusters Score -241952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -241952.890625 Penalty: 802.871582
	Iteration 27Q: 3 clusters Score -241952.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -241952.921875 Penalty: 802.871582
	Iteration 28Q: 3 clusters Score -241952.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -241952.921875 Penalty: 802.871582
	Iteration 29F: 3 clusters Score -241952.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11904 members 
Mstep: Class 3 contains 2636 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 10250 members 
Mstep: Class 6 contains 477640 members 
Mstep: Class 7 contains 13413 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 1420 members 
Mstep: Class 10 contains 10925 members 
Mstep: Class 11 contains 6180 members 
Mstep: Class 12 contains 12720 members 
Mstep: Class 13 contains 5685 members 
Mstep: Class 14 contains 9920 members 
Mstep: Class 15 contains 13808 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 7078 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 7665 members 
Mstep: Class 20 contains 5582 members 
Mstep: Class 21 contains 10581 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 3181 members 
Mstep: Class 24 contains 3272 members 
Mstep: Class 25 contains 17379 members 
Mstep: Class 26 contains 106100 members 
Mstep: Class 27 contains 3035 members 
Mstep: Class 28 contains 793 members 
Mstep: Class 29 contains 872 members 
Mstep: Class 30 contains 14174 members 
Mstep: Class 31 contains 524 members 
Mstep: Class 32 contains 3854 members 
Mstep: Class 33 contains 3564 members 
Mstep: Class 34 contains 7206 members 
Mstep: Class 35 contains 561086 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 6339 members 
Mstep: Class 38 contains 20755 members 
Mstep: Class 39 contains 3729 members 
Mstep: Class 40 contains 8625 members 
Mstep: Class 41 contains 1102 members 
Entering Unmasked Estep 
Score: -50376412.000000 Penalty: 26384.455078
Splitting cluster 13 changes total score from -50376456.000000 to -50376412.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (9920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Entering Unmasked Estep 
Score: -365071.625000 Penalty: 418.705048
	Iteration 0F: 2 clusters Score -365071.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -358411.031250 Penalty: 837.410095
	Iteration 0F: 3 clusters Score -358411 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -361372.781250 Penalty: 837.410095
	Iteration 1F: 3 clusters Score -361372.8 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -362033.781250 Penalty: 837.410095
	Iteration 2F: 3 clusters Score -362033.8 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -362775.312500 Penalty: 837.410095
	Iteration 3F: 3 clusters Score -362775.3 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -363321.406250 Penalty: 837.410095
	Iteration 4F: 3 clusters Score -363321.4 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -363682.062500 Penalty: 837.410095
	Iteration 5F: 3 clusters Score -363682.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -363869.968750 Penalty: 837.410095
	Iteration 6Q: 3 clusters Score -363870 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -363966.000000 Penalty: 837.410095
	Iteration 7Q: 3 clusters Score -363966 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -364021.875000 Penalty: 837.410095
	Iteration 8Q: 3 clusters Score -364021.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -364070.781250 Penalty: 837.410095
	Iteration 9Q: 3 clusters Score -364070.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -364110.562500 Penalty: 837.410095
	Iteration 10Q: 3 clusters Score -364110.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -364141.468750 Penalty: 837.410095
	Iteration 11Q: 3 clusters Score -364141.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -364157.437500 Penalty: 837.410095
	Iteration 12Q: 3 clusters Score -364157.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -364172.781250 Penalty: 837.410095
	Iteration 13Q: 3 clusters Score -364172.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -364181.093750 Penalty: 837.410095
	Iteration 14Q: 3 clusters Score -364181.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -364189.656250 Penalty: 837.410095
	Iteration 15Q: 3 clusters Score -364189.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -364194.656250 Penalty: 837.410095
	Iteration 16Q: 3 clusters Score -364194.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -364198.468750 Penalty: 837.410095
	Iteration 17Q: 3 clusters Score -364198.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -364202.562500 Penalty: 837.410095
	Iteration 18Q: 3 clusters Score -364202.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -364206.500000 Penalty: 837.410095
	Iteration 19Q: 3 clusters Score -364206.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -364210.375000 Penalty: 837.410095
	Iteration 20F: 3 clusters Score -364210.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -364212.468750 Penalty: 837.410095
	Iteration 21Q: 3 clusters Score -364212.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -364215.343750 Penalty: 837.410095
	Iteration 22Q: 3 clusters Score -364215.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -364217.375000 Penalty: 837.410095
	Iteration 23Q: 3 clusters Score -364217.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -364220.343750 Penalty: 837.410095
	Iteration 24Q: 3 clusters Score -364220.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -364224.625000 Penalty: 837.410095
	Iteration 25Q: 3 clusters Score -364224.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -364226.781250 Penalty: 837.410095
	Iteration 26Q: 3 clusters Score -364226.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -364232.562500 Penalty: 837.410095
	Iteration 27Q: 3 clusters Score -364232.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -364235.437500 Penalty: 837.410095
	Iteration 28Q: 3 clusters Score -364235.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -364238.750000 Penalty: 837.410095
	Iteration 29Q: 3 clusters Score -364238.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -364239.843750 Penalty: 837.410095
	Iteration 30Q: 3 clusters Score -364239.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -364242.281250 Penalty: 837.410095
	Iteration 31Q: 3 clusters Score -364242.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -364243.843750 Penalty: 837.410095
	Iteration 32Q: 3 clusters Score -364243.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -364248.500000 Penalty: 837.410095
	Iteration 33Q: 3 clusters Score -364248.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -364250.718750 Penalty: 837.410095
	Iteration 34Q: 3 clusters Score -364250.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -364256.375000 Penalty: 837.410095
	Iteration 35Q: 3 clusters Score -364256.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -364258.843750 Penalty: 837.410095
	Iteration 36Q: 3 clusters Score -364258.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -364265.875000 Penalty: 837.410095
	Iteration 37Q: 3 clusters Score -364265.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -364275.718750 Penalty: 837.410095
	Iteration 38Q: 3 clusters Score -364275.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -364286.781250 Penalty: 837.410095
	Iteration 39Q: 3 clusters Score -364286.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -364297.343750 Penalty: 837.410095
	Iteration 40F: 3 clusters Score -364297.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -364306.281250 Penalty: 837.410095
	Iteration 41Q: 3 clusters Score -364306.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -364317.906250 Penalty: 837.410095
	Iteration 42Q: 3 clusters Score -364317.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -364326.687500 Penalty: 837.410095
	Iteration 43Q: 3 clusters Score -364326.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -364333.250000 Penalty: 837.410095
	Iteration 44Q: 3 clusters Score -364333.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -364338.000000 Penalty: 837.410095
	Iteration 45Q: 3 clusters Score -364338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -364342.125000 Penalty: 837.410095
	Iteration 46Q: 3 clusters Score -364342.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -364347.187500 Penalty: 837.410095
	Iteration 47Q: 3 clusters Score -364347.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -364351.312500 Penalty: 837.410095
	Iteration 48Q: 3 clusters Score -364351.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -364353.656250 Penalty: 837.410095
	Iteration 49Q: 3 clusters Score -364353.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -364354.812500 Penalty: 837.410095
	Iteration 50Q: 3 clusters Score -364354.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -364356.625000 Penalty: 837.410095
	Iteration 51Q: 3 clusters Score -364356.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -364359.312500 Penalty: 837.410095
	Iteration 52Q: 3 clusters Score -364359.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -364361.281250 Penalty: 837.410095
	Iteration 53Q: 3 clusters Score -364361.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -364363.468750 Penalty: 837.410095
	Iteration 54Q: 3 clusters Score -364363.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -364365.968750 Penalty: 837.410095
	Iteration 55Q: 3 clusters Score -364366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -364367.312500 Penalty: 837.410095
	Iteration 56Q: 3 clusters Score -364367.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -364369.781250 Penalty: 837.410095
	Iteration 57Q: 3 clusters Score -364369.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -364374.718750 Penalty: 837.410095
	Iteration 58Q: 3 clusters Score -364374.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -364380.687500 Penalty: 837.410095
	Iteration 59Q: 3 clusters Score -364380.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -364385.781250 Penalty: 837.410095
	Iteration 60F: 3 clusters Score -364385.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -364394.281250 Penalty: 837.410095
	Iteration 61Q: 3 clusters Score -364394.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -364406.218750 Penalty: 837.410095
	Iteration 62Q: 3 clusters Score -364406.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -364418.062500 Penalty: 837.410095
	Iteration 63Q: 3 clusters Score -364418.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -364430.812500 Penalty: 837.410095
	Iteration 64Q: 3 clusters Score -364430.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -364442.562500 Penalty: 837.410095
	Iteration 65Q: 3 clusters Score -364442.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -364454.562500 Penalty: 837.410095
	Iteration 66Q: 3 clusters Score -364454.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -364464.843750 Penalty: 837.410095
	Iteration 67Q: 3 clusters Score -364464.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -364473.750000 Penalty: 837.410095
	Iteration 68Q: 3 clusters Score -364473.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -364484.281250 Penalty: 837.410095
	Iteration 69Q: 3 clusters Score -364484.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -364495.562500 Penalty: 837.410095
	Iteration 70Q: 3 clusters Score -364495.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -364510.468750 Penalty: 837.410095
	Iteration 71Q: 3 clusters Score -364510.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -364521.406250 Penalty: 837.410095
	Iteration 72Q: 3 clusters Score -364521.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -364533.812500 Penalty: 837.410095
	Iteration 73Q: 3 clusters Score -364533.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -364547.625000 Penalty: 837.410095
	Iteration 74Q: 3 clusters Score -364547.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -364561.500000 Penalty: 837.410095
	Iteration 75Q: 3 clusters Score -364561.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -364571.968750 Penalty: 837.410095
	Iteration 76Q: 3 clusters Score -364572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -364581.437500 Penalty: 837.410095
	Iteration 77Q: 3 clusters Score -364581.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -364589.031250 Penalty: 837.410095
	Iteration 78Q: 3 clusters Score -364589 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -364595.781250 Penalty: 837.410095
	Iteration 79Q: 3 clusters Score -364595.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -364604.156250 Penalty: 837.410095
	Iteration 80F: 3 clusters Score -364604.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -364608.593750 Penalty: 837.410095
	Iteration 81Q: 3 clusters Score -364608.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -364613.343750 Penalty: 837.410095
	Iteration 82Q: 3 clusters Score -364613.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -364618.187500 Penalty: 837.410095
	Iteration 83Q: 3 clusters Score -364618.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -364621.906250 Penalty: 837.410095
	Iteration 84Q: 3 clusters Score -364621.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -364626.031250 Penalty: 837.410095
	Iteration 85Q: 3 clusters Score -364626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -364633.187500 Penalty: 837.410095
	Iteration 86Q: 3 clusters Score -364633.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -364640.312500 Penalty: 837.410095
	Iteration 87Q: 3 clusters Score -364640.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -364646.562500 Penalty: 837.410095
	Iteration 88Q: 3 clusters Score -364646.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -364654.750000 Penalty: 837.410095
	Iteration 89Q: 3 clusters Score -364654.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -364660.625000 Penalty: 837.410095
	Iteration 90Q: 3 clusters Score -364660.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -364666.437500 Penalty: 837.410095
	Iteration 91Q: 3 clusters Score -364666.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -364672.656250 Penalty: 837.410095
	Iteration 92Q: 3 clusters Score -364672.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -364679.968750 Penalty: 837.410095
	Iteration 93Q: 3 clusters Score -364680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -364690.437500 Penalty: 837.410095
	Iteration 94Q: 3 clusters Score -364690.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -364703.906250 Penalty: 837.410095
	Iteration 95Q: 3 clusters Score -364703.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -364715.156250 Penalty: 837.410095
	Iteration 96Q: 3 clusters Score -364715.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -364722.562500 Penalty: 837.410095
	Iteration 97Q: 3 clusters Score -364722.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -364724.093750 Penalty: 837.410095
	Iteration 98Q: 3 clusters Score -364724.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -364726.937500 Penalty: 837.410095
	Iteration 99Q: 3 clusters Score -364726.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -364731.781250 Penalty: 837.410095
	Iteration 100F: 3 clusters Score -364731.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -364738.531250 Penalty: 837.410095
	Iteration 101Q: 3 clusters Score -364738.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -364744.218750 Penalty: 837.410095
	Iteration 102Q: 3 clusters Score -364744.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -364755.375000 Penalty: 837.410095
	Iteration 103Q: 3 clusters Score -364755.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -364774.562500 Penalty: 837.410095
	Iteration 104Q: 3 clusters Score -364774.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -364796.125000 Penalty: 837.410095
	Iteration 105Q: 3 clusters Score -364796.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -364838.375000 Penalty: 837.410095
	Iteration 106Q: 3 clusters Score -364838.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -364922.500000 Penalty: 837.410095
	Iteration 107Q: 3 clusters Score -364922.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -364989.656250 Penalty: 837.410095
	Iteration 108Q: 3 clusters Score -364989.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -365005.656250 Penalty: 837.410095
	Iteration 109Q: 3 clusters Score -365005.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -365014.312500 Penalty: 837.410095
	Iteration 110Q: 3 clusters Score -365014.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -365018.156250 Penalty: 837.410095
	Iteration 111Q: 3 clusters Score -365018.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -365020.125000 Penalty: 837.410095
	Iteration 112Q: 3 clusters Score -365020.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -365024.093750 Penalty: 837.410095
	Iteration 113Q: 3 clusters Score -365024.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -365028.500000 Penalty: 837.410095
	Iteration 114Q: 3 clusters Score -365028.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -365030.312500 Penalty: 837.410095
	Iteration 115Q: 3 clusters Score -365030.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -365033.218750 Penalty: 837.410095
	Iteration 116Q: 3 clusters Score -365033.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -365035.937500 Penalty: 837.410095
	Iteration 117Q: 3 clusters Score -365035.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -365038.343750 Penalty: 837.410095
	Iteration 118Q: 3 clusters Score -365038.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -365039.093750 Penalty: 837.410095
	Iteration 119Q: 3 clusters Score -365039.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -365039.406250 Penalty: 837.410095
	Iteration 120F: 3 clusters Score -365039.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -365039.687500 Penalty: 837.410095
	Iteration 121Q: 3 clusters Score -365039.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -365040.093750 Penalty: 837.410095
	Iteration 122Q: 3 clusters Score -365040.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -365039.812500 Penalty: 837.410095
	Iteration 123Q: 3 clusters Score -365039.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -365039.812500 Penalty: 837.410095
	Iteration 124F: 3 clusters Score -365039.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Entering Unmasked Estep 
Score: -497431.187500 Penalty: 433.751678
	Iteration 0F: 2 clusters Score -497431.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -488258.812500 Penalty: 867.503357
	Iteration 0F: 3 clusters Score -488258.8 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -492595.687500 Penalty: 867.503357
	Iteration 1F: 3 clusters Score -492595.7 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -493288.281250 Penalty: 867.503357
	Iteration 2F: 3 clusters Score -493288.3 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -494145.687500 Penalty: 867.503357
	Iteration 3F: 3 clusters Score -494145.7 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -495039.375000 Penalty: 867.503357
	Iteration 4F: 3 clusters Score -495039.4 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -495858.031250 Penalty: 867.503357
	Iteration 5F: 3 clusters Score -495858 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -496521.187500 Penalty: 867.503357
	Iteration 6F: 3 clusters Score -496521.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -496937.156250 Penalty: 867.503357
	Iteration 7Q: 3 clusters Score -496937.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -497164.875000 Penalty: 867.503357
	Iteration 8Q: 3 clusters Score -497164.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -497321.843750 Penalty: 867.503357
	Iteration 9Q: 3 clusters Score -497321.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -497479.156250 Penalty: 867.503357
	Iteration 10Q: 3 clusters Score -497479.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -497622.343750 Penalty: 867.503357
	Iteration 11Q: 3 clusters Score -497622.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -497698.312500 Penalty: 867.503357
	Iteration 12Q: 3 clusters Score -497698.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -497743.937500 Penalty: 867.503357
	Iteration 13Q: 3 clusters Score -497743.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -497779.531250 Penalty: 867.503357
	Iteration 14Q: 3 clusters Score -497779.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -497801.468750 Penalty: 867.503357
	Iteration 15Q: 3 clusters Score -497801.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -497817.250000 Penalty: 867.503357
	Iteration 16Q: 3 clusters Score -497817.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -497833.312500 Penalty: 867.503357
	Iteration 17Q: 3 clusters Score -497833.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -497841.031250 Penalty: 867.503357
	Iteration 18Q: 3 clusters Score -497841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -497846.843750 Penalty: 867.503357
	Iteration 19Q: 3 clusters Score -497846.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -497846.125000 Penalty: 867.503357
	Iteration 20F: 3 clusters Score -497846.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -497847.843750 Penalty: 867.503357
	Iteration 21Q: 3 clusters Score -497847.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -497847.406250 Penalty: 867.503357
	Iteration 22Q: 3 clusters Score -497847.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -497849.906250 Penalty: 867.503357
	Iteration 23Q: 3 clusters Score -497849.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -497850.312500 Penalty: 867.503357
	Iteration 24Q: 3 clusters Score -497850.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -497849.937500 Penalty: 867.503357
	Iteration 25Q: 3 clusters Score -497849.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -497850.593750 Penalty: 867.503357
	Iteration 26Q: 3 clusters Score -497850.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -497850.906250 Penalty: 867.503357
	Iteration 27Q: 3 clusters Score -497850.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -497852.500000 Penalty: 867.503357
	Iteration 28Q: 3 clusters Score -497852.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -497852.437500 Penalty: 867.503357
	Iteration 29Q: 3 clusters Score -497852.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -497852.843750 Penalty: 867.503357
	Iteration 30Q: 3 clusters Score -497852.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -497852.906250 Penalty: 867.503357
	Iteration 31Q: 3 clusters Score -497852.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -497853.937500 Penalty: 867.503357
	Iteration 32Q: 3 clusters Score -497853.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -497855.312500 Penalty: 867.503357
	Iteration 33Q: 3 clusters Score -497855.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -497856.375000 Penalty: 867.503357
	Iteration 34Q: 3 clusters Score -497856.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -497854.968750 Penalty: 867.503357
	Iteration 35Q: 3 clusters Score -497855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -497855.656250 Penalty: 867.503357
	Iteration 36Q: 3 clusters Score -497855.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -497856.125000 Penalty: 867.503357
	Iteration 37Q: 3 clusters Score -497856.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -497857.500000 Penalty: 867.503357
	Iteration 38Q: 3 clusters Score -497857.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -497856.968750 Penalty: 867.503357
	Iteration 39Q: 3 clusters Score -497857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -497857.593750 Penalty: 867.503357
	Iteration 40F: 3 clusters Score -497857.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -497857.937500 Penalty: 867.503357
	Iteration 41Q: 3 clusters Score -497857.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -497857.750000 Penalty: 867.503357
	Iteration 42Q: 3 clusters Score -497857.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -497858.593750 Penalty: 867.503357
	Iteration 43Q: 3 clusters Score -497858.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -497858.218750 Penalty: 867.503357
	Iteration 44Q: 3 clusters Score -497858.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -497858.531250 Penalty: 867.503357
	Iteration 45Q: 3 clusters Score -497858.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -497860.031250 Penalty: 867.503357
	Iteration 46Q: 3 clusters Score -497860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -497859.031250 Penalty: 867.503357
	Iteration 47Q: 3 clusters Score -497859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -497860.718750 Penalty: 867.503357
	Iteration 48Q: 3 clusters Score -497860.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -497860.781250 Penalty: 867.503357
	Iteration 49Q: 3 clusters Score -497860.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -497860.125000 Penalty: 867.503357
	Iteration 50Q: 3 clusters Score -497860.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -497860.125000 Penalty: 867.503357
	Iteration 51F: 3 clusters Score -497860.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11904 members 
Mstep: Class 3 contains 2636 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 10250 members 
Mstep: Class 6 contains 477640 members 
Mstep: Class 7 contains 13413 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 1420 members 
Mstep: Class 10 contains 10925 members 
Mstep: Class 11 contains 6180 members 
Mstep: Class 12 contains 12720 members 
Mstep: Class 13 contains 6787 members 
Mstep: Class 14 contains 9920 members 
Mstep: Class 15 contains 12513 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 7078 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 7665 members 
Mstep: Class 20 contains 5582 members 
Mstep: Class 21 contains 10581 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 3181 members 
Mstep: Class 24 contains 3272 members 
Mstep: Class 25 contains 17379 members 
Mstep: Class 26 contains 106100 members 
Mstep: Class 27 contains 3035 members 
Mstep: Class 28 contains 793 members 
Mstep: Class 29 contains 872 members 
Mstep: Class 30 contains 14174 members 
Mstep: Class 31 contains 524 members 
Mstep: Class 32 contains 3854 members 
Mstep: Class 33 contains 3564 members 
Mstep: Class 34 contains 7206 members 
Mstep: Class 35 contains 561086 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 6339 members 
Mstep: Class 38 contains 20755 members 
Mstep: Class 39 contains 3729 members 
Mstep: Class 40 contains 8625 members 
Mstep: Class 41 contains 1295 members 
Entering Unmasked Estep 
Score: -50376576.000000 Penalty: 26384.455078
Splitting cluster 15 changes total score from -50376456.000000 to -50376576.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 16 (1801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Entering Unmasked Estep 
Score: -59708.320312 Penalty: 341.072449
	Iteration 0F: 2 clusters Score -59708.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -58431.699219 Penalty: 682.144897
	Iteration 0F: 3 clusters Score -58431.7 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -58925.343750 Penalty: 682.144897
	Iteration 1F: 3 clusters Score -58925.34 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -59048.222656 Penalty: 682.144897
	Iteration 2F: 3 clusters Score -59048.22 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -59149.500000 Penalty: 682.144897
	Iteration 3F: 3 clusters Score -59149.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -59261.710938 Penalty: 682.144897
	Iteration 4F: 3 clusters Score -59261.71 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -59377.675781 Penalty: 682.144897
	Iteration 5F: 3 clusters Score -59377.68 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -59442.316406 Penalty: 682.144897
	Iteration 6F: 3 clusters Score -59442.32 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -59492.886719 Penalty: 682.144897
	Iteration 7Q: 3 clusters Score -59492.89 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -59534.863281 Penalty: 682.144897
	Iteration 8Q: 3 clusters Score -59534.86 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -59568.792969 Penalty: 682.144897
	Iteration 9Q: 3 clusters Score -59568.79 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -59589.046875 Penalty: 682.144897
	Iteration 10Q: 3 clusters Score -59589.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -59597.957031 Penalty: 682.144897
	Iteration 11Q: 3 clusters Score -59597.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -59599.996094 Penalty: 682.144897
	Iteration 12Q: 3 clusters Score -59600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -59601.648438 Penalty: 682.144897
	Iteration 13Q: 3 clusters Score -59601.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -59602.953125 Penalty: 682.144897
	Iteration 14Q: 3 clusters Score -59602.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -59604.058594 Penalty: 682.144897
	Iteration 15Q: 3 clusters Score -59604.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -59605.488281 Penalty: 682.144897
	Iteration 16Q: 3 clusters Score -59605.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -59606.101562 Penalty: 682.144897
	Iteration 17Q: 3 clusters Score -59606.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -59606.101562 Penalty: 682.144897
	Iteration 18F: 3 clusters Score -59606.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Entering Unmasked Estep 
Score: -263921.750000 Penalty: 403.345978
	Iteration 0F: 2 clusters Score -263921.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -259127.156250 Penalty: 806.691956
	Iteration 0F: 3 clusters Score -259127.2 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -261009.906250 Penalty: 806.691956
	Iteration 1F: 3 clusters Score -261009.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -261217.843750 Penalty: 806.691956
	Iteration 2F: 3 clusters Score -261217.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -261481.265625 Penalty: 806.691956
	Iteration 3F: 3 clusters Score -261481.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -261762.250000 Penalty: 806.691956
	Iteration 4F: 3 clusters Score -261762.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -262034.312500 Penalty: 806.691956
	Iteration 5F: 3 clusters Score -262034.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -262288.625000 Penalty: 806.691956
	Iteration 6Q: 3 clusters Score -262288.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -262574.062500 Penalty: 806.691956
	Iteration 7Q: 3 clusters Score -262574.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -262819.093750 Penalty: 806.691956
	Iteration 8Q: 3 clusters Score -262819.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -262971.125000 Penalty: 806.691956
	Iteration 9Q: 3 clusters Score -262971.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -263067.968750 Penalty: 806.691956
	Iteration 10Q: 3 clusters Score -263068 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -263139.875000 Penalty: 806.691956
	Iteration 11Q: 3 clusters Score -263139.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -263208.343750 Penalty: 806.691956
	Iteration 12Q: 3 clusters Score -263208.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -263255.343750 Penalty: 806.691956
	Iteration 13Q: 3 clusters Score -263255.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -263289.843750 Penalty: 806.691956
	Iteration 14Q: 3 clusters Score -263289.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -263333.656250 Penalty: 806.691956
	Iteration 15Q: 3 clusters Score -263333.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -263374.281250 Penalty: 806.691956
	Iteration 16Q: 3 clusters Score -263374.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -263407.375000 Penalty: 806.691956
	Iteration 17Q: 3 clusters Score -263407.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -263430.406250 Penalty: 806.691956
	Iteration 18Q: 3 clusters Score -263430.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -263449.000000 Penalty: 806.691956
	Iteration 19Q: 3 clusters Score -263449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -263461.875000 Penalty: 806.691956
	Iteration 20F: 3 clusters Score -263461.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -263476.250000 Penalty: 806.691956
	Iteration 21Q: 3 clusters Score -263476.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -263494.875000 Penalty: 806.691956
	Iteration 22Q: 3 clusters Score -263494.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -263512.968750 Penalty: 806.691956
	Iteration 23Q: 3 clusters Score -263513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -263521.906250 Penalty: 806.691956
	Iteration 24Q: 3 clusters Score -263521.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -263532.000000 Penalty: 806.691956
	Iteration 25Q: 3 clusters Score -263532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -263538.593750 Penalty: 806.691956
	Iteration 26Q: 3 clusters Score -263538.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -263544.875000 Penalty: 806.691956
	Iteration 27Q: 3 clusters Score -263544.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -263552.343750 Penalty: 806.691956
	Iteration 28Q: 3 clusters Score -263552.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -263557.375000 Penalty: 806.691956
	Iteration 29Q: 3 clusters Score -263557.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -263567.093750 Penalty: 806.691956
	Iteration 30Q: 3 clusters Score -263567.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -263571.093750 Penalty: 806.691956
	Iteration 31Q: 3 clusters Score -263571.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -263574.343750 Penalty: 806.691956
	Iteration 32Q: 3 clusters Score -263574.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -263576.312500 Penalty: 806.691956
	Iteration 33Q: 3 clusters Score -263576.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -263581.375000 Penalty: 806.691956
	Iteration 34Q: 3 clusters Score -263581.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -263585.312500 Penalty: 806.691956
	Iteration 35Q: 3 clusters Score -263585.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -263586.562500 Penalty: 806.691956
	Iteration 36Q: 3 clusters Score -263586.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -263588.750000 Penalty: 806.691956
	Iteration 37Q: 3 clusters Score -263588.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -263590.343750 Penalty: 806.691956
	Iteration 38Q: 3 clusters Score -263590.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -263590.875000 Penalty: 806.691956
	Iteration 39Q: 3 clusters Score -263590.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -263591.156250 Penalty: 806.691956
	Iteration 40F: 3 clusters Score -263591.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -263592.093750 Penalty: 806.691956
	Iteration 41Q: 3 clusters Score -263592.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -263594.125000 Penalty: 806.691956
	Iteration 42Q: 3 clusters Score -263594.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -263596.156250 Penalty: 806.691956
	Iteration 43Q: 3 clusters Score -263596.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -263598.375000 Penalty: 806.691956
	Iteration 44Q: 3 clusters Score -263598.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -263598.343750 Penalty: 806.691956
	Iteration 45Q: 3 clusters Score -263598.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -263598.343750 Penalty: 806.691956
	Iteration 46F: 3 clusters Score -263598.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Entering Unmasked Estep 
Score: -196755.390625 Penalty: 390.890564
	Iteration 0F: 2 clusters Score -196755.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -193056.171875 Penalty: 781.781128
	Iteration 0F: 3 clusters Score -193056.2 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -194550.984375 Penalty: 781.781128
	Iteration 1F: 3 clusters Score -194551 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -194711.250000 Penalty: 781.781128
	Iteration 2F: 3 clusters Score -194711.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -194903.031250 Penalty: 781.781128
	Iteration 3F: 3 clusters Score -194903 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -195132.265625 Penalty: 781.781128
	Iteration 4F: 3 clusters Score -195132.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -195360.375000 Penalty: 781.781128
	Iteration 5F: 3 clusters Score -195360.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -195554.859375 Penalty: 781.781128
	Iteration 6F: 3 clusters Score -195554.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -195741.187500 Penalty: 781.781128
	Iteration 7Q: 3 clusters Score -195741.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -195874.812500 Penalty: 781.781128
	Iteration 8Q: 3 clusters Score -195874.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -195953.406250 Penalty: 781.781128
	Iteration 9Q: 3 clusters Score -195953.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -196004.640625 Penalty: 781.781128
	Iteration 10Q: 3 clusters Score -196004.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -196040.484375 Penalty: 781.781128
	Iteration 11Q: 3 clusters Score -196040.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -196058.250000 Penalty: 781.781128
	Iteration 12Q: 3 clusters Score -196058.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -196073.859375 Penalty: 781.781128
	Iteration 13Q: 3 clusters Score -196073.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -196091.281250 Penalty: 781.781128
	Iteration 14Q: 3 clusters Score -196091.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -196109.593750 Penalty: 781.781128
	Iteration 15Q: 3 clusters Score -196109.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -196130.703125 Penalty: 781.781128
	Iteration 16Q: 3 clusters Score -196130.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -196150.296875 Penalty: 781.781128
	Iteration 17Q: 3 clusters Score -196150.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -196169.812500 Penalty: 781.781128
	Iteration 18Q: 3 clusters Score -196169.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -196195.203125 Penalty: 781.781128
	Iteration 19Q: 3 clusters Score -196195.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -196221.671875 Penalty: 781.781128
	Iteration 20F: 3 clusters Score -196221.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -196250.703125 Penalty: 781.781128
	Iteration 21Q: 3 clusters Score -196250.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -196276.890625 Penalty: 781.781128
	Iteration 22Q: 3 clusters Score -196276.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -196309.687500 Penalty: 781.781128
	Iteration 23Q: 3 clusters Score -196309.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -196342.093750 Penalty: 781.781128
	Iteration 24Q: 3 clusters Score -196342.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -196373.000000 Penalty: 781.781128
	Iteration 25Q: 3 clusters Score -196373 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -196411.796875 Penalty: 781.781128
	Iteration 26Q: 3 clusters Score -196411.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -196441.609375 Penalty: 781.781128
	Iteration 27Q: 3 clusters Score -196441.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -196480.562500 Penalty: 781.781128
	Iteration 28Q: 3 clusters Score -196480.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -196506.640625 Penalty: 781.781128
	Iteration 29Q: 3 clusters Score -196506.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -196536.359375 Penalty: 781.781128
	Iteration 30Q: 3 clusters Score -196536.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -196553.187500 Penalty: 781.781128
	Iteration 31Q: 3 clusters Score -196553.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -196561.515625 Penalty: 781.781128
	Iteration 32Q: 3 clusters Score -196561.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -196567.093750 Penalty: 781.781128
	Iteration 33Q: 3 clusters Score -196567.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -196570.500000 Penalty: 781.781128
	Iteration 34Q: 3 clusters Score -196570.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -196576.187500 Penalty: 781.781128
	Iteration 35Q: 3 clusters Score -196576.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -196577.375000 Penalty: 781.781128
	Iteration 36Q: 3 clusters Score -196577.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -196578.625000 Penalty: 781.781128
	Iteration 37Q: 3 clusters Score -196578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -196578.562500 Penalty: 781.781128
	Iteration 38Q: 3 clusters Score -196578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -196578.328125 Penalty: 781.781128
	Iteration 39Q: 3 clusters Score -196578.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -196578.328125 Penalty: 781.781128
	Iteration 40F: 3 clusters Score -196578.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Entering Unmasked Estep 
Score: -285859.375000 Penalty: 406.971100
	Iteration 0F: 2 clusters Score -285859.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -280766.843750 Penalty: 813.942200
	Iteration 0F: 3 clusters Score -280766.8 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -282792.500000 Penalty: 813.942200
	Iteration 1F: 3 clusters Score -282792.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -283007.468750 Penalty: 813.942200
	Iteration 2F: 3 clusters Score -283007.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -283272.500000 Penalty: 813.942200
	Iteration 3F: 3 clusters Score -283272.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -283660.375000 Penalty: 813.942200
	Iteration 4F: 3 clusters Score -283660.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -284130.250000 Penalty: 813.942200
	Iteration 5F: 3 clusters Score -284130.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -284406.718750 Penalty: 813.942200
	Iteration 6F: 3 clusters Score -284406.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -284515.000000 Penalty: 813.942200
	Iteration 7Q: 3 clusters Score -284515 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -284563.281250 Penalty: 813.942200
	Iteration 8Q: 3 clusters Score -284563.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -284613.500000 Penalty: 813.942200
	Iteration 9Q: 3 clusters Score -284613.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -284654.531250 Penalty: 813.942200
	Iteration 10Q: 3 clusters Score -284654.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -284684.156250 Penalty: 813.942200
	Iteration 11Q: 3 clusters Score -284684.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -284712.750000 Penalty: 813.942200
	Iteration 12Q: 3 clusters Score -284712.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -284734.281250 Penalty: 813.942200
	Iteration 13Q: 3 clusters Score -284734.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -284759.562500 Penalty: 813.942200
	Iteration 14Q: 3 clusters Score -284759.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -284783.406250 Penalty: 813.942200
	Iteration 15Q: 3 clusters Score -284783.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -284813.843750 Penalty: 813.942200
	Iteration 16Q: 3 clusters Score -284813.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -284848.093750 Penalty: 813.942200
	Iteration 17Q: 3 clusters Score -284848.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -284889.531250 Penalty: 813.942200
	Iteration 18Q: 3 clusters Score -284889.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -284932.031250 Penalty: 813.942200
	Iteration 19Q: 3 clusters Score -284932 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -284984.718750 Penalty: 813.942200
	Iteration 20F: 3 clusters Score -284984.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -285043.843750 Penalty: 813.942200
	Iteration 21Q: 3 clusters Score -285043.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -285104.937500 Penalty: 813.942200
	Iteration 22Q: 3 clusters Score -285104.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -285160.218750 Penalty: 813.942200
	Iteration 23Q: 3 clusters Score -285160.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -285207.531250 Penalty: 813.942200
	Iteration 24Q: 3 clusters Score -285207.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -285239.812500 Penalty: 813.942200
	Iteration 25Q: 3 clusters Score -285239.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -285264.687500 Penalty: 813.942200
	Iteration 26Q: 3 clusters Score -285264.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -285285.343750 Penalty: 813.942200
	Iteration 27Q: 3 clusters Score -285285.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -285308.843750 Penalty: 813.942200
	Iteration 28Q: 3 clusters Score -285308.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -285328.281250 Penalty: 813.942200
	Iteration 29Q: 3 clusters Score -285328.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -285347.312500 Penalty: 813.942200
	Iteration 30Q: 3 clusters Score -285347.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -285364.875000 Penalty: 813.942200
	Iteration 31Q: 3 clusters Score -285364.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -285379.250000 Penalty: 813.942200
	Iteration 32Q: 3 clusters Score -285379.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -285391.312500 Penalty: 813.942200
	Iteration 33Q: 3 clusters Score -285391.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -285403.562500 Penalty: 813.942200
	Iteration 34Q: 3 clusters Score -285403.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -285421.812500 Penalty: 813.942200
	Iteration 35Q: 3 clusters Score -285421.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -285440.968750 Penalty: 813.942200
	Iteration 36Q: 3 clusters Score -285441 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -285458.437500 Penalty: 813.942200
	Iteration 37Q: 3 clusters Score -285458.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -285471.500000 Penalty: 813.942200
	Iteration 38Q: 3 clusters Score -285471.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -285481.781250 Penalty: 813.942200
	Iteration 39Q: 3 clusters Score -285481.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -285491.531250 Penalty: 813.942200
	Iteration 40F: 3 clusters Score -285491.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -285499.312500 Penalty: 813.942200
	Iteration 41Q: 3 clusters Score -285499.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -285502.812500 Penalty: 813.942200
	Iteration 42Q: 3 clusters Score -285502.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -285505.843750 Penalty: 813.942200
	Iteration 43Q: 3 clusters Score -285505.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -285507.093750 Penalty: 813.942200
	Iteration 44Q: 3 clusters Score -285507.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -285508.687500 Penalty: 813.942200
	Iteration 45Q: 3 clusters Score -285508.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -285510.343750 Penalty: 813.942200
	Iteration 46Q: 3 clusters Score -285510.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -285511.062500 Penalty: 813.942200
	Iteration 47Q: 3 clusters Score -285511.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -285510.406250 Penalty: 813.942200
	Iteration 48Q: 3 clusters Score -285510.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -285510.750000 Penalty: 813.942200
	Iteration 49Q: 3 clusters Score -285510.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -285511.281250 Penalty: 813.942200
	Iteration 50Q: 3 clusters Score -285511.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -285511.656250 Penalty: 813.942200
	Iteration 51Q: 3 clusters Score -285511.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -285511.656250 Penalty: 813.942200
	Iteration 52Q: 3 clusters Score -285511.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -285513.031250 Penalty: 813.942200
	Iteration 53Q: 3 clusters Score -285513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -285512.593750 Penalty: 813.942200
	Iteration 54Q: 3 clusters Score -285512.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -285512.406250 Penalty: 813.942200
	Iteration 55Q: 3 clusters Score -285512.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -285512.156250 Penalty: 813.942200
	Iteration 56Q: 3 clusters Score -285512.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -285512.687500 Penalty: 813.942200
	Iteration 57Q: 3 clusters Score -285512.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -285513.843750 Penalty: 813.942200
	Iteration 58Q: 3 clusters Score -285513.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -285513.875000 Penalty: 813.942200
	Iteration 59Q: 3 clusters Score -285513.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -285515.281250 Penalty: 813.942200
	Iteration 60F: 3 clusters Score -285515.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -285515.500000 Penalty: 813.942200
	Iteration 61Q: 3 clusters Score -285515.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -285516.468750 Penalty: 813.942200
	Iteration 62Q: 3 clusters Score -285516.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -285516.750000 Penalty: 813.942200
	Iteration 63Q: 3 clusters Score -285516.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -285517.531250 Penalty: 813.942200
	Iteration 64Q: 3 clusters Score -285517.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -285518.500000 Penalty: 813.942200
	Iteration 65Q: 3 clusters Score -285518.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -285518.843750 Penalty: 813.942200
	Iteration 66Q: 3 clusters Score -285518.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -285518.906250 Penalty: 813.942200
	Iteration 67Q: 3 clusters Score -285518.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -285519.062500 Penalty: 813.942200
	Iteration 68Q: 3 clusters Score -285519.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -285519.187500 Penalty: 813.942200
	Iteration 69Q: 3 clusters Score -285519.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -285519.062500 Penalty: 813.942200
	Iteration 70Q: 3 clusters Score -285519.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -285519.062500 Penalty: 813.942200
	Iteration 71F: 3 clusters Score -285519.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Entering Unmasked Estep 
Score: -201563.640625 Penalty: 392.542236
	Iteration 0F: 2 clusters Score -201563.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -197832.500000 Penalty: 785.084473
	Iteration 0F: 3 clusters Score -197832.5 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -199320.578125 Penalty: 785.084473
	Iteration 1F: 3 clusters Score -199320.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -199638.453125 Penalty: 785.084473
	Iteration 2F: 3 clusters Score -199638.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -199952.765625 Penalty: 785.084473
	Iteration 3F: 3 clusters Score -199952.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -200251.671875 Penalty: 785.084473
	Iteration 4F: 3 clusters Score -200251.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -200503.421875 Penalty: 785.084473
	Iteration 5F: 3 clusters Score -200503.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -200710.046875 Penalty: 785.084473
	Iteration 6Q: 3 clusters Score -200710 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -200915.859375 Penalty: 785.084473
	Iteration 7Q: 3 clusters Score -200915.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -201119.406250 Penalty: 785.084473
	Iteration 8Q: 3 clusters Score -201119.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -201293.890625 Penalty: 785.084473
	Iteration 9Q: 3 clusters Score -201293.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -201439.406250 Penalty: 785.084473
	Iteration 10Q: 3 clusters Score -201439.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -201595.062500 Penalty: 785.084473
	Iteration 11Q: 3 clusters Score -201595.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -201725.234375 Penalty: 785.084473
	Iteration 12Q: 3 clusters Score -201725.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -201852.734375 Penalty: 785.084473
	Iteration 13Q: 3 clusters Score -201852.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -201957.578125 Penalty: 785.084473
	Iteration 14Q: 3 clusters Score -201957.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -202028.312500 Penalty: 785.084473
	Iteration 15Q: 3 clusters Score -202028.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -202065.437500 Penalty: 785.084473
	Iteration 16Q: 3 clusters Score -202065.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -202091.562500 Penalty: 785.084473
	Iteration 17Q: 3 clusters Score -202091.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -202105.781250 Penalty: 785.084473
	Iteration 18Q: 3 clusters Score -202105.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -202113.843750 Penalty: 785.084473
	Iteration 19Q: 3 clusters Score -202113.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -202117.062500 Penalty: 785.084473
	Iteration 20F: 3 clusters Score -202117.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -202118.734375 Penalty: 785.084473
	Iteration 21Q: 3 clusters Score -202118.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -202120.046875 Penalty: 785.084473
	Iteration 22Q: 3 clusters Score -202120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -202121.468750 Penalty: 785.084473
	Iteration 23Q: 3 clusters Score -202121.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -202122.140625 Penalty: 785.084473
	Iteration 24Q: 3 clusters Score -202122.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -202122.046875 Penalty: 785.084473
	Iteration 25Q: 3 clusters Score -202122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -202122.046875 Penalty: 785.084473
	Iteration 26F: 3 clusters Score -202122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11904 members 
Mstep: Class 3 contains 2636 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 10250 members 
Mstep: Class 6 contains 477640 members 
Mstep: Class 7 contains 13413 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 1420 members 
Mstep: Class 10 contains 10925 members 
Mstep: Class 11 contains 6180 members 
Mstep: Class 12 contains 12720 members 
Mstep: Class 13 contains 6787 members 
Mstep: Class 14 contains 9920 members 
Mstep: Class 15 contains 12513 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 7078 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 7665 members 
Mstep: Class 20 contains 1467 members 
Mstep: Class 21 contains 10581 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 3181 members 
Mstep: Class 24 contains 3272 members 
Mstep: Class 25 contains 17379 members 
Mstep: Class 26 contains 106100 members 
Mstep: Class 27 contains 3035 members 
Mstep: Class 28 contains 793 members 
Mstep: Class 29 contains 872 members 
Mstep: Class 30 contains 14174 members 
Mstep: Class 31 contains 524 members 
Mstep: Class 32 contains 3854 members 
Mstep: Class 33 contains 3564 members 
Mstep: Class 34 contains 7206 members 
Mstep: Class 35 contains 561086 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 6339 members 
Mstep: Class 38 contains 20755 members 
Mstep: Class 39 contains 3729 members 
Mstep: Class 40 contains 8625 members 
Mstep: Class 41 contains 1295 members 
Mstep: Class 42 contains 4115 members 
Entering Unmasked Estep 
Score: -50376968.000000 Penalty: 27027.978516
Splitting cluster 20 changes total score from -50376456.000000 to -50376968.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 21 (10581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Entering Unmasked Estep 
Score: -395817.437500 Penalty: 421.640076
	Iteration 0F: 2 clusters Score -395817.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -388753.531250 Penalty: 843.280151
	Iteration 0F: 3 clusters Score -388753.5 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -391622.687500 Penalty: 843.280151
	Iteration 1F: 3 clusters Score -391622.7 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -391893.062500 Penalty: 843.280151
	Iteration 2F: 3 clusters Score -391893.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -392249.625000 Penalty: 843.280151
	Iteration 3F: 3 clusters Score -392249.6 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -392763.093750 Penalty: 843.280151
	Iteration 4F: 3 clusters Score -392763.1 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -393350.031250 Penalty: 843.280151
	Iteration 5F: 3 clusters Score -393350 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -393866.125000 Penalty: 843.280151
	Iteration 6F: 3 clusters Score -393866.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -394315.500000 Penalty: 843.280151
	Iteration 7F: 3 clusters Score -394315.5 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -394762.437500 Penalty: 843.280151
	Iteration 8F: 3 clusters Score -394762.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -395126.593750 Penalty: 843.280151
	Iteration 9Q: 3 clusters Score -395126.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -395413.531250 Penalty: 843.280151
	Iteration 10Q: 3 clusters Score -395413.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -395554.437500 Penalty: 843.280151
	Iteration 11Q: 3 clusters Score -395554.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -395622.781250 Penalty: 843.280151
	Iteration 12Q: 3 clusters Score -395622.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -395673.437500 Penalty: 843.280151
	Iteration 13Q: 3 clusters Score -395673.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -395702.968750 Penalty: 843.280151
	Iteration 14Q: 3 clusters Score -395703 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -395723.406250 Penalty: 843.280151
	Iteration 15Q: 3 clusters Score -395723.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -395736.312500 Penalty: 843.280151
	Iteration 16Q: 3 clusters Score -395736.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -395748.875000 Penalty: 843.280151
	Iteration 17Q: 3 clusters Score -395748.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -395758.312500 Penalty: 843.280151
	Iteration 18Q: 3 clusters Score -395758.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -395766.125000 Penalty: 843.280151
	Iteration 19Q: 3 clusters Score -395766.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -395774.125000 Penalty: 843.280151
	Iteration 20F: 3 clusters Score -395774.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -395784.156250 Penalty: 843.280151
	Iteration 21Q: 3 clusters Score -395784.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -395793.375000 Penalty: 843.280151
	Iteration 22Q: 3 clusters Score -395793.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -395801.125000 Penalty: 843.280151
	Iteration 23Q: 3 clusters Score -395801.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -395807.656250 Penalty: 843.280151
	Iteration 24Q: 3 clusters Score -395807.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -395814.250000 Penalty: 843.280151
	Iteration 25Q: 3 clusters Score -395814.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -395819.625000 Penalty: 843.280151
	Iteration 26Q: 3 clusters Score -395819.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -395823.718750 Penalty: 843.280151
	Iteration 27Q: 3 clusters Score -395823.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -395824.968750 Penalty: 843.280151
	Iteration 28Q: 3 clusters Score -395825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -395828.687500 Penalty: 843.280151
	Iteration 29Q: 3 clusters Score -395828.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -395831.125000 Penalty: 843.280151
	Iteration 30Q: 3 clusters Score -395831.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -395834.062500 Penalty: 843.280151
	Iteration 31Q: 3 clusters Score -395834.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -395837.187500 Penalty: 843.280151
	Iteration 32Q: 3 clusters Score -395837.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -395838.656250 Penalty: 843.280151
	Iteration 33Q: 3 clusters Score -395838.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -395841.750000 Penalty: 843.280151
	Iteration 34Q: 3 clusters Score -395841.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -395843.031250 Penalty: 843.280151
	Iteration 35Q: 3 clusters Score -395843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -395845.781250 Penalty: 843.280151
	Iteration 36Q: 3 clusters Score -395845.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -395847.812500 Penalty: 843.280151
	Iteration 37Q: 3 clusters Score -395847.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -395849.031250 Penalty: 843.280151
	Iteration 38Q: 3 clusters Score -395849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -395849.781250 Penalty: 843.280151
	Iteration 39Q: 3 clusters Score -395849.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -395852.968750 Penalty: 843.280151
	Iteration 40F: 3 clusters Score -395853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -395855.375000 Penalty: 843.280151
	Iteration 41Q: 3 clusters Score -395855.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -395856.437500 Penalty: 843.280151
	Iteration 42Q: 3 clusters Score -395856.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -395858.593750 Penalty: 843.280151
	Iteration 43Q: 3 clusters Score -395858.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -395858.531250 Penalty: 843.280151
	Iteration 44Q: 3 clusters Score -395858.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -395858.937500 Penalty: 843.280151
	Iteration 45Q: 3 clusters Score -395858.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -395859.500000 Penalty: 843.280151
	Iteration 46Q: 3 clusters Score -395859.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -395859.406250 Penalty: 843.280151
	Iteration 47Q: 3 clusters Score -395859.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -395859.406250 Penalty: 843.280151
	Iteration 48F: 3 clusters Score -395859.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11904 members 
Mstep: Class 3 contains 2636 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 10250 members 
Mstep: Class 6 contains 477640 members 
Mstep: Class 7 contains 13413 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 1420 members 
Mstep: Class 10 contains 10925 members 
Mstep: Class 11 contains 6180 members 
Mstep: Class 12 contains 12720 members 
Mstep: Class 13 contains 6787 members 
Mstep: Class 14 contains 9920 members 
Mstep: Class 15 contains 12513 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 7078 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 7665 members 
Mstep: Class 20 contains 1467 members 
Mstep: Class 21 contains 9335 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 3181 members 
Mstep: Class 24 contains 3272 members 
Mstep: Class 25 contains 17379 members 
Mstep: Class 26 contains 106100 members 
Mstep: Class 27 contains 3035 members 
Mstep: Class 28 contains 793 members 
Mstep: Class 29 contains 872 members 
Mstep: Class 30 contains 14174 members 
Mstep: Class 31 contains 524 members 
Mstep: Class 32 contains 3854 members 
Mstep: Class 33 contains 3564 members 
Mstep: Class 34 contains 7206 members 
Mstep: Class 35 contains 561086 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 6339 members 
Mstep: Class 38 contains 20755 members 
Mstep: Class 39 contains 3729 members 
Mstep: Class 40 contains 8625 members 
Mstep: Class 41 contains 1295 members 
Mstep: Class 42 contains 4115 members 
Mstep: Class 43 contains 1246 members 
Entering Unmasked Estep 
Score: -50376728.000000 Penalty: 27671.500000
Splitting cluster 21 changes total score from -50376456.000000 to -50376728.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 22 (950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Entering Unmasked Estep 
Score: -34239.468750 Penalty: 311.969025
	Iteration 0F: 2 clusters Score -34239.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -33447.960938 Penalty: 623.938049
	Iteration 0F: 3 clusters Score -33447.96 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -33675.648438 Penalty: 623.938049
	Iteration 1F: 3 clusters Score -33675.65 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -33731.746094 Penalty: 623.938049
	Iteration 2F: 3 clusters Score -33731.75 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -33766.238281 Penalty: 623.938049
	Iteration 3F: 3 clusters Score -33766.24 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -33805.218750 Penalty: 623.938049
	Iteration 4F: 3 clusters Score -33805.22 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -33843.246094 Penalty: 623.938049
	Iteration 5F: 3 clusters Score -33843.25 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -33876.121094 Penalty: 623.938049
	Iteration 6Q: 3 clusters Score -33876.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -33908.632812 Penalty: 623.938049
	Iteration 7Q: 3 clusters Score -33908.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -33940.226562 Penalty: 623.938049
	Iteration 8Q: 3 clusters Score -33940.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -33960.714844 Penalty: 623.938049
	Iteration 9Q: 3 clusters Score -33960.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -33969.656250 Penalty: 623.938049
	Iteration 10Q: 3 clusters Score -33969.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -33978.394531 Penalty: 623.938049
	Iteration 11Q: 3 clusters Score -33978.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -33985.113281 Penalty: 623.938049
	Iteration 12Q: 3 clusters Score -33985.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -33985.675781 Penalty: 623.938049
	Iteration 13Q: 3 clusters Score -33985.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -33986.113281 Penalty: 623.938049
	Iteration 14Q: 3 clusters Score -33986.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -33986.113281 Penalty: 623.938049
	Iteration 15F: 3 clusters Score -33986.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Entering Unmasked Estep 
Score: -117773.375000 Penalty: 366.955261
	Iteration 0F: 2 clusters Score -117773.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -115565.031250 Penalty: 733.910522
	Iteration 0F: 3 clusters Score -115565 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -116379.273438 Penalty: 733.910522
	Iteration 1F: 3 clusters Score -116379.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -116569.773438 Penalty: 733.910522
	Iteration 2F: 3 clusters Score -116569.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -116743.179688 Penalty: 733.910522
	Iteration 3F: 3 clusters Score -116743.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -116902.000000 Penalty: 733.910522
	Iteration 4F: 3 clusters Score -116902 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -117035.367188 Penalty: 733.910522
	Iteration 5F: 3 clusters Score -117035.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -117161.078125 Penalty: 733.910522
	Iteration 6F: 3 clusters Score -117161.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -117276.765625 Penalty: 733.910522
	Iteration 7F: 3 clusters Score -117276.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -117354.875000 Penalty: 733.910522
	Iteration 8Q: 3 clusters Score -117354.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -117415.132812 Penalty: 733.910522
	Iteration 9Q: 3 clusters Score -117415.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -117451.531250 Penalty: 733.910522
	Iteration 10Q: 3 clusters Score -117451.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -117471.750000 Penalty: 733.910522
	Iteration 11Q: 3 clusters Score -117471.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -117497.046875 Penalty: 733.910522
	Iteration 12Q: 3 clusters Score -117497 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -117511.445312 Penalty: 733.910522
	Iteration 13Q: 3 clusters Score -117511.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -117519.109375 Penalty: 733.910522
	Iteration 14Q: 3 clusters Score -117519.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -117526.382812 Penalty: 733.910522
	Iteration 15Q: 3 clusters Score -117526.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -117533.539062 Penalty: 733.910522
	Iteration 16Q: 3 clusters Score -117533.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -117541.250000 Penalty: 733.910522
	Iteration 17Q: 3 clusters Score -117541.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -117548.726562 Penalty: 733.910522
	Iteration 18Q: 3 clusters Score -117548.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -117558.312500 Penalty: 733.910522
	Iteration 19Q: 3 clusters Score -117558.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -117567.257812 Penalty: 733.910522
	Iteration 20F: 3 clusters Score -117567.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -117571.375000 Penalty: 733.910522
	Iteration 21Q: 3 clusters Score -117571.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -117575.195312 Penalty: 733.910522
	Iteration 22Q: 3 clusters Score -117575.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -117580.375000 Penalty: 733.910522
	Iteration 23Q: 3 clusters Score -117580.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -117584.609375 Penalty: 733.910522
	Iteration 24Q: 3 clusters Score -117584.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -117588.828125 Penalty: 733.910522
	Iteration 25Q: 3 clusters Score -117588.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -117591.773438 Penalty: 733.910522
	Iteration 26Q: 3 clusters Score -117591.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -117595.085938 Penalty: 733.910522
	Iteration 27Q: 3 clusters Score -117595.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -117596.812500 Penalty: 733.910522
	Iteration 28Q: 3 clusters Score -117596.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -117597.429688 Penalty: 733.910522
	Iteration 29Q: 3 clusters Score -117597.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -117598.031250 Penalty: 733.910522
	Iteration 30Q: 3 clusters Score -117598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -117599.289062 Penalty: 733.910522
	Iteration 31Q: 3 clusters Score -117599.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -117602.671875 Penalty: 733.910522
	Iteration 32Q: 3 clusters Score -117602.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -117606.554688 Penalty: 733.910522
	Iteration 33Q: 3 clusters Score -117606.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -117608.960938 Penalty: 733.910522
	Iteration 34Q: 3 clusters Score -117609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -117610.726562 Penalty: 733.910522
	Iteration 35Q: 3 clusters Score -117610.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -117613.695312 Penalty: 733.910522
	Iteration 36Q: 3 clusters Score -117613.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -117614.507812 Penalty: 733.910522
	Iteration 37Q: 3 clusters Score -117614.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -117614.625000 Penalty: 733.910522
	Iteration 38Q: 3 clusters Score -117614.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -117614.828125 Penalty: 733.910522
	Iteration 39Q: 3 clusters Score -117614.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -117614.976562 Penalty: 733.910522
	Iteration 40F: 3 clusters Score -117615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -117615.101562 Penalty: 733.910522
	Iteration 41Q: 3 clusters Score -117615.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -117615.406250 Penalty: 733.910522
	Iteration 42Q: 3 clusters Score -117615.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -117615.531250 Penalty: 733.910522
	Iteration 43Q: 3 clusters Score -117615.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -117615.789062 Penalty: 733.910522
	Iteration 44Q: 3 clusters Score -117615.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -117615.578125 Penalty: 733.910522
	Iteration 45Q: 3 clusters Score -117615.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -117615.578125 Penalty: 733.910522
	Iteration 46F: 3 clusters Score -117615.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Entering Unmasked Estep 
Score: -114883.367188 Penalty: 368.238647
	Iteration 0F: 2 clusters Score -114883.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -112628.070312 Penalty: 736.477295
	Iteration 0F: 3 clusters Score -112628.1 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -113439.312500 Penalty: 736.477295
	Iteration 1F: 3 clusters Score -113439.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -113603.273438 Penalty: 736.477295
	Iteration 2F: 3 clusters Score -113603.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -113739.742188 Penalty: 736.477295
	Iteration 3F: 3 clusters Score -113739.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -113854.132812 Penalty: 736.477295
	Iteration 4F: 3 clusters Score -113854.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -113940.976562 Penalty: 736.477295
	Iteration 5F: 3 clusters Score -113941 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -114003.054688 Penalty: 736.477295
	Iteration 6Q: 3 clusters Score -114003.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -114047.476562 Penalty: 736.477295
	Iteration 7Q: 3 clusters Score -114047.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -114078.898438 Penalty: 736.477295
	Iteration 8Q: 3 clusters Score -114078.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -114103.171875 Penalty: 736.477295
	Iteration 9Q: 3 clusters Score -114103.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -114122.359375 Penalty: 736.477295
	Iteration 10Q: 3 clusters Score -114122.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -114136.210938 Penalty: 736.477295
	Iteration 11Q: 3 clusters Score -114136.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -114150.867188 Penalty: 736.477295
	Iteration 12Q: 3 clusters Score -114150.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -114161.859375 Penalty: 736.477295
	Iteration 13Q: 3 clusters Score -114161.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -114170.742188 Penalty: 736.477295
	Iteration 14Q: 3 clusters Score -114170.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -114175.929688 Penalty: 736.477295
	Iteration 15Q: 3 clusters Score -114175.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -114181.109375 Penalty: 736.477295
	Iteration 16Q: 3 clusters Score -114181.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -114185.554688 Penalty: 736.477295
	Iteration 17Q: 3 clusters Score -114185.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -114191.851562 Penalty: 736.477295
	Iteration 18Q: 3 clusters Score -114191.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -114204.375000 Penalty: 736.477295
	Iteration 19Q: 3 clusters Score -114204.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -114215.601562 Penalty: 736.477295
	Iteration 20F: 3 clusters Score -114215.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -114227.554688 Penalty: 736.477295
	Iteration 21Q: 3 clusters Score -114227.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -114239.101562 Penalty: 736.477295
	Iteration 22Q: 3 clusters Score -114239.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -114250.242188 Penalty: 736.477295
	Iteration 23Q: 3 clusters Score -114250.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -114263.148438 Penalty: 736.477295
	Iteration 24Q: 3 clusters Score -114263.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -114274.507812 Penalty: 736.477295
	Iteration 25Q: 3 clusters Score -114274.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -114285.507812 Penalty: 736.477295
	Iteration 26Q: 3 clusters Score -114285.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -114300.625000 Penalty: 736.477295
	Iteration 27Q: 3 clusters Score -114300.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -114320.351562 Penalty: 736.477295
	Iteration 28Q: 3 clusters Score -114320.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -114341.101562 Penalty: 736.477295
	Iteration 29Q: 3 clusters Score -114341.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -114356.390625 Penalty: 736.477295
	Iteration 30Q: 3 clusters Score -114356.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -114377.828125 Penalty: 736.477295
	Iteration 31Q: 3 clusters Score -114377.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -114411.804688 Penalty: 736.477295
	Iteration 32Q: 3 clusters Score -114411.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -114440.703125 Penalty: 736.477295
	Iteration 33Q: 3 clusters Score -114440.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -114466.500000 Penalty: 736.477295
	Iteration 34Q: 3 clusters Score -114466.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -114488.132812 Penalty: 736.477295
	Iteration 35Q: 3 clusters Score -114488.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -114507.726562 Penalty: 736.477295
	Iteration 36Q: 3 clusters Score -114507.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -114524.726562 Penalty: 736.477295
	Iteration 37Q: 3 clusters Score -114524.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -114538.546875 Penalty: 736.477295
	Iteration 38Q: 3 clusters Score -114538.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -114552.312500 Penalty: 736.477295
	Iteration 39Q: 3 clusters Score -114552.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -114567.851562 Penalty: 736.477295
	Iteration 40F: 3 clusters Score -114567.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -114575.453125 Penalty: 736.477295
	Iteration 41Q: 3 clusters Score -114575.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -114584.296875 Penalty: 736.477295
	Iteration 42Q: 3 clusters Score -114584.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -114589.062500 Penalty: 736.477295
	Iteration 43Q: 3 clusters Score -114589.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -114591.351562 Penalty: 736.477295
	Iteration 44Q: 3 clusters Score -114591.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -114595.687500 Penalty: 736.477295
	Iteration 45Q: 3 clusters Score -114595.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -114600.382812 Penalty: 736.477295
	Iteration 46Q: 3 clusters Score -114600.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -114604.382812 Penalty: 736.477295
	Iteration 47Q: 3 clusters Score -114604.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -114606.929688 Penalty: 736.477295
	Iteration 48Q: 3 clusters Score -114606.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -114608.906250 Penalty: 736.477295
	Iteration 49Q: 3 clusters Score -114608.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -114609.664062 Penalty: 736.477295
	Iteration 50Q: 3 clusters Score -114609.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -114610.328125 Penalty: 736.477295
	Iteration 51Q: 3 clusters Score -114610.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -114611.085938 Penalty: 736.477295
	Iteration 52Q: 3 clusters Score -114611.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -114611.968750 Penalty: 736.477295
	Iteration 53Q: 3 clusters Score -114612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -114613.953125 Penalty: 736.477295
	Iteration 54Q: 3 clusters Score -114614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -114615.273438 Penalty: 736.477295
	Iteration 55Q: 3 clusters Score -114615.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -114617.375000 Penalty: 736.477295
	Iteration 56Q: 3 clusters Score -114617.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -114618.929688 Penalty: 736.477295
	Iteration 57Q: 3 clusters Score -114618.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -114618.929688 Penalty: 736.477295
	Iteration 58F: 3 clusters Score -114618.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Entering Unmasked Estep 
Score: -638323.062500 Penalty: 444.217316
	Iteration 0F: 2 clusters Score -638323.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -626794.187500 Penalty: 888.434631
	Iteration 0F: 3 clusters Score -626794.2 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -632056.562500 Penalty: 888.434631
	Iteration 1F: 3 clusters Score -632056.6 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -632840.500000 Penalty: 888.434631
	Iteration 2F: 3 clusters Score -632840.5 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -633965.562500 Penalty: 888.434631
	Iteration 3F: 3 clusters Score -633965.6 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -635137.500000 Penalty: 888.434631
	Iteration 4F: 3 clusters Score -635137.5 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -635820.937500 Penalty: 888.434631
	Iteration 5F: 3 clusters Score -635820.9 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -636157.812500 Penalty: 888.434631
	Iteration 6Q: 3 clusters Score -636157.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -636365.625000 Penalty: 888.434631
	Iteration 7Q: 3 clusters Score -636365.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -636541.812500 Penalty: 888.434631
	Iteration 8Q: 3 clusters Score -636541.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -636759.562500 Penalty: 888.434631
	Iteration 9Q: 3 clusters Score -636759.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -637022.500000 Penalty: 888.434631
	Iteration 10Q: 3 clusters Score -637022.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -637282.875000 Penalty: 888.434631
	Iteration 11Q: 3 clusters Score -637282.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -637505.875000 Penalty: 888.434631
	Iteration 12Q: 3 clusters Score -637505.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -637680.625000 Penalty: 888.434631
	Iteration 13Q: 3 clusters Score -637680.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -637788.687500 Penalty: 888.434631
	Iteration 14Q: 3 clusters Score -637788.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -637853.187500 Penalty: 888.434631
	Iteration 15Q: 3 clusters Score -637853.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -637896.250000 Penalty: 888.434631
	Iteration 16Q: 3 clusters Score -637896.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -637928.500000 Penalty: 888.434631
	Iteration 17Q: 3 clusters Score -637928.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -637960.312500 Penalty: 888.434631
	Iteration 18Q: 3 clusters Score -637960.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -637990.625000 Penalty: 888.434631
	Iteration 19Q: 3 clusters Score -637990.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -638005.750000 Penalty: 888.434631
	Iteration 20F: 3 clusters Score -638005.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -638016.937500 Penalty: 888.434631
	Iteration 21Q: 3 clusters Score -638016.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -638030.000000 Penalty: 888.434631
	Iteration 22Q: 3 clusters Score -638030 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -638043.937500 Penalty: 888.434631
	Iteration 23Q: 3 clusters Score -638043.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -638056.875000 Penalty: 888.434631
	Iteration 24Q: 3 clusters Score -638056.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -638072.625000 Penalty: 888.434631
	Iteration 25Q: 3 clusters Score -638072.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -638083.000000 Penalty: 888.434631
	Iteration 26Q: 3 clusters Score -638083 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -638093.500000 Penalty: 888.434631
	Iteration 27Q: 3 clusters Score -638093.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -638105.500000 Penalty: 888.434631
	Iteration 28Q: 3 clusters Score -638105.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -638115.187500 Penalty: 888.434631
	Iteration 29Q: 3 clusters Score -638115.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -638124.062500 Penalty: 888.434631
	Iteration 30Q: 3 clusters Score -638124.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -638131.062500 Penalty: 888.434631
	Iteration 31Q: 3 clusters Score -638131.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -638136.250000 Penalty: 888.434631
	Iteration 32Q: 3 clusters Score -638136.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -638142.187500 Penalty: 888.434631
	Iteration 33Q: 3 clusters Score -638142.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -638146.312500 Penalty: 888.434631
	Iteration 34Q: 3 clusters Score -638146.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -638152.250000 Penalty: 888.434631
	Iteration 35Q: 3 clusters Score -638152.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -638157.750000 Penalty: 888.434631
	Iteration 36Q: 3 clusters Score -638157.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -638166.687500 Penalty: 888.434631
	Iteration 37Q: 3 clusters Score -638166.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -638172.562500 Penalty: 888.434631
	Iteration 38Q: 3 clusters Score -638172.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -638177.312500 Penalty: 888.434631
	Iteration 39Q: 3 clusters Score -638177.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -638179.187500 Penalty: 888.434631
	Iteration 40F: 3 clusters Score -638179.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -638181.312500 Penalty: 888.434631
	Iteration 41Q: 3 clusters Score -638181.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -638187.062500 Penalty: 888.434631
	Iteration 42Q: 3 clusters Score -638187.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -638190.125000 Penalty: 888.434631
	Iteration 43Q: 3 clusters Score -638190.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -638191.125000 Penalty: 888.434631
	Iteration 44Q: 3 clusters Score -638191.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -638192.625000 Penalty: 888.434631
	Iteration 45Q: 3 clusters Score -638192.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -638193.812500 Penalty: 888.434631
	Iteration 46Q: 3 clusters Score -638193.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -638194.812500 Penalty: 888.434631
	Iteration 47Q: 3 clusters Score -638194.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -638194.250000 Penalty: 888.434631
	Iteration 48Q: 3 clusters Score -638194.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -638196.437500 Penalty: 888.434631
	Iteration 49Q: 3 clusters Score -638196.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -638197.000000 Penalty: 888.434631
	Iteration 50Q: 3 clusters Score -638197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -638196.312500 Penalty: 888.434631
	Iteration 51Q: 3 clusters Score -638196.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -638196.875000 Penalty: 888.434631
	Iteration 52Q: 3 clusters Score -638196.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -638196.500000 Penalty: 888.434631
	Iteration 53Q: 3 clusters Score -638196.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -638197.125000 Penalty: 888.434631
	Iteration 54Q: 3 clusters Score -638197.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -638197.312500 Penalty: 888.434631
	Iteration 55Q: 3 clusters Score -638197.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -638198.437500 Penalty: 888.434631
	Iteration 56Q: 3 clusters Score -638198.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -638199.500000 Penalty: 888.434631
	Iteration 57Q: 3 clusters Score -638199.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -638200.875000 Penalty: 888.434631
	Iteration 58Q: 3 clusters Score -638200.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -638201.000000 Penalty: 888.434631
	Iteration 59Q: 3 clusters Score -638201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -638199.812500 Penalty: 888.434631
	Iteration 60F: 3 clusters Score -638199.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -638200.687500 Penalty: 888.434631
	Iteration 61Q: 3 clusters Score -638200.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -638200.625000 Penalty: 888.434631
	Iteration 62Q: 3 clusters Score -638200.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -638201.750000 Penalty: 888.434631
	Iteration 63Q: 3 clusters Score -638201.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -638202.062500 Penalty: 888.434631
	Iteration 64Q: 3 clusters Score -638202.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -638201.937500 Penalty: 888.434631
	Iteration 65Q: 3 clusters Score -638201.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -638202.062500 Penalty: 888.434631
	Iteration 66Q: 3 clusters Score -638202.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -638202.375000 Penalty: 888.434631
	Iteration 67Q: 3 clusters Score -638202.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -638202.000000 Penalty: 888.434631
	Iteration 68Q: 3 clusters Score -638202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -638203.687500 Penalty: 888.434631
	Iteration 69Q: 3 clusters Score -638203.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -638204.125000 Penalty: 888.434631
	Iteration 70Q: 3 clusters Score -638204.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -638205.062500 Penalty: 888.434631
	Iteration 71Q: 3 clusters Score -638205.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -638204.875000 Penalty: 888.434631
	Iteration 72Q: 3 clusters Score -638204.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -638205.375000 Penalty: 888.434631
	Iteration 73Q: 3 clusters Score -638205.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -638205.625000 Penalty: 888.434631
	Iteration 74Q: 3 clusters Score -638205.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -638206.500000 Penalty: 888.434631
	Iteration 75Q: 3 clusters Score -638206.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -638206.500000 Penalty: 888.434631
	Iteration 76Q: 3 clusters Score -638206.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -638206.375000 Penalty: 888.434631
	Iteration 77Q: 3 clusters Score -638206.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -638206.375000 Penalty: 888.434631
	Iteration 78F: 3 clusters Score -638206.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (106100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106100 members 
Entering Unmasked Estep 
Score: -4091794.250000 Penalty: 526.532227
	Iteration 0F: 2 clusters Score -4091794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -4020074.250000 Penalty: 1053.064453
	Iteration 0F: 3 clusters Score -4020074 nChanged 51896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -4054243.500000 Penalty: 1053.064453
	Iteration 1F: 3 clusters Score -4054244 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59460 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -4057460.250000 Penalty: 1053.064453
	Iteration 2F: 3 clusters Score -4057460 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62169 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -4061658.250000 Penalty: 1053.064453
	Iteration 3F: 3 clusters Score -4061658 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64818 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -4066523.250000 Penalty: 1053.064453
	Iteration 4F: 3 clusters Score -4066523 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -4070456.250000 Penalty: 1053.064453
	Iteration 5F: 3 clusters Score -4070456 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -4072249.250000 Penalty: 1053.064453
	Iteration 6Q: 3 clusters Score -4072249 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70278 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -4073058.500000 Penalty: 1053.064453
	Iteration 7Q: 3 clusters Score -4073058 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72137 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -4073633.500000 Penalty: 1053.064453
	Iteration 8Q: 3 clusters Score -4073634 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74115 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -4074226.250000 Penalty: 1053.064453
	Iteration 9Q: 3 clusters Score -4074226 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76271 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -4074968.500000 Penalty: 1053.064453
	Iteration 10Q: 3 clusters Score -4074968 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78539 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -4075831.750000 Penalty: 1053.064453
	Iteration 11Q: 3 clusters Score -4075832 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80923 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -4076790.750000 Penalty: 1053.064453
	Iteration 12Q: 3 clusters Score -4076791 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83488 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -4077976.750000 Penalty: 1053.064453
	Iteration 13Q: 3 clusters Score -4077977 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86144 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -4079366.250000 Penalty: 1053.064453
	Iteration 14Q: 3 clusters Score -4079366 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88796 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -4080829.500000 Penalty: 1053.064453
	Iteration 15Q: 3 clusters Score -4080830 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91324 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -4082333.000000 Penalty: 1053.064453
	Iteration 16Q: 3 clusters Score -4082333 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93831 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -4083962.250000 Penalty: 1053.064453
	Iteration 17Q: 3 clusters Score -4083962 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96036 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -4085495.000000 Penalty: 1053.064453
	Iteration 18Q: 3 clusters Score -4085495 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98003 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -4086878.000000 Penalty: 1053.064453
	Iteration 19Q: 3 clusters Score -4086878 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99585 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -4088011.000000 Penalty: 1053.064453
	Iteration 20F: 3 clusters Score -4088011 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100864 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -4088886.000000 Penalty: 1053.064453
	Iteration 21Q: 3 clusters Score -4088886 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101859 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -4089566.250000 Penalty: 1053.064453
	Iteration 22Q: 3 clusters Score -4089566 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102619 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -4090113.750000 Penalty: 1053.064453
	Iteration 23Q: 3 clusters Score -4090114 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103182 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -4090507.000000 Penalty: 1053.064453
	Iteration 24Q: 3 clusters Score -4090507 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103612 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -4090809.500000 Penalty: 1053.064453
	Iteration 25Q: 3 clusters Score -4090810 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103948 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4091042.250000 Penalty: 1053.064453
	Iteration 26Q: 3 clusters Score -4091042 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104153 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4091161.250000 Penalty: 1053.064453
	Iteration 27Q: 3 clusters Score -4091161 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104299 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4091237.250000 Penalty: 1053.064453
	Iteration 28Q: 3 clusters Score -4091237 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104412 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4091292.000000 Penalty: 1053.064453
	Iteration 29Q: 3 clusters Score -4091292 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104514 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4091335.250000 Penalty: 1053.064453
	Iteration 30Q: 3 clusters Score -4091335 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104601 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4091375.250000 Penalty: 1053.064453
	Iteration 31Q: 3 clusters Score -4091375 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104674 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4091405.500000 Penalty: 1053.064453
	Iteration 32Q: 3 clusters Score -4091406 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104734 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4091432.250000 Penalty: 1053.064453
	Iteration 33Q: 3 clusters Score -4091432 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104774 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4091445.750000 Penalty: 1053.064453
	Iteration 34Q: 3 clusters Score -4091446 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104807 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4091454.500000 Penalty: 1053.064453
	Iteration 35Q: 3 clusters Score -4091454 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104840 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4091469.750000 Penalty: 1053.064453
	Iteration 36Q: 3 clusters Score -4091470 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104874 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4091483.250000 Penalty: 1053.064453
	Iteration 37Q: 3 clusters Score -4091483 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104894 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4091484.250000 Penalty: 1053.064453
	Iteration 38Q: 3 clusters Score -4091484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104909 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4091497.000000 Penalty: 1053.064453
	Iteration 39Q: 3 clusters Score -4091497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104931 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4091519.750000 Penalty: 1053.064453
	Iteration 40F: 3 clusters Score -4091520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104922 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4091530.250000 Penalty: 1053.064453
	Iteration 41Q: 3 clusters Score -4091530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104923 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4091544.250000 Penalty: 1053.064453
	Iteration 42Q: 3 clusters Score -4091544 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104914 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4091573.000000 Penalty: 1053.064453
	Iteration 43Q: 3 clusters Score -4091573 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104902 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4091595.750000 Penalty: 1053.064453
	Iteration 44Q: 3 clusters Score -4091596 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104886 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4091617.000000 Penalty: 1053.064453
	Iteration 45Q: 3 clusters Score -4091617 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104862 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4091637.500000 Penalty: 1053.064453
	Iteration 46Q: 3 clusters Score -4091638 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104834 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4091651.750000 Penalty: 1053.064453
	Iteration 47Q: 3 clusters Score -4091652 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104814 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4091661.750000 Penalty: 1053.064453
	Iteration 48Q: 3 clusters Score -4091662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104786 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4091663.500000 Penalty: 1053.064453
	Iteration 49Q: 3 clusters Score -4091664 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104752 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4091674.250000 Penalty: 1053.064453
	Iteration 50Q: 3 clusters Score -4091674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104733 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4091673.750000 Penalty: 1053.064453
	Iteration 51Q: 3 clusters Score -4091674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104714 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4091687.500000 Penalty: 1053.064453
	Iteration 52Q: 3 clusters Score -4091688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104698 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4091698.500000 Penalty: 1053.064453
	Iteration 53Q: 3 clusters Score -4091698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104683 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4091700.000000 Penalty: 1053.064453
	Iteration 54Q: 3 clusters Score -4091700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104667 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4091699.750000 Penalty: 1053.064453
	Iteration 55Q: 3 clusters Score -4091700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104662 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4091700.000000 Penalty: 1053.064453
	Iteration 56Q: 3 clusters Score -4091700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104659 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4091703.750000 Penalty: 1053.064453
	Iteration 57Q: 3 clusters Score -4091704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104655 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4091702.750000 Penalty: 1053.064453
	Iteration 58Q: 3 clusters Score -4091703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104653 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4091708.250000 Penalty: 1053.064453
	Iteration 59Q: 3 clusters Score -4091708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104655 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4091712.000000 Penalty: 1053.064453
	Iteration 60F: 3 clusters Score -4091712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104642 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4091716.500000 Penalty: 1053.064453
	Iteration 61Q: 3 clusters Score -4091716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104623 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4091724.000000 Penalty: 1053.064453
	Iteration 62Q: 3 clusters Score -4091724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104609 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4091723.750000 Penalty: 1053.064453
	Iteration 63Q: 3 clusters Score -4091724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104603 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4091736.000000 Penalty: 1053.064453
	Iteration 64Q: 3 clusters Score -4091736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104604 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4091737.250000 Penalty: 1053.064453
	Iteration 65Q: 3 clusters Score -4091737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104605 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4091743.750000 Penalty: 1053.064453
	Iteration 66Q: 3 clusters Score -4091744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104604 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4091740.750000 Penalty: 1053.064453
	Iteration 67Q: 3 clusters Score -4091741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104605 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4091736.750000 Penalty: 1053.064453
	Iteration 68Q: 3 clusters Score -4091737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104608 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4091737.000000 Penalty: 1053.064453
	Iteration 69Q: 3 clusters Score -4091737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104606 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4091740.750000 Penalty: 1053.064453
	Iteration 70Q: 3 clusters Score -4091741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104602 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4091742.750000 Penalty: 1053.064453
	Iteration 71Q: 3 clusters Score -4091743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104596 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4091741.000000 Penalty: 1053.064453
	Iteration 72Q: 3 clusters Score -4091741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104589 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4091736.750000 Penalty: 1053.064453
	Iteration 73Q: 3 clusters Score -4091737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104583 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4091739.000000 Penalty: 1053.064453
	Iteration 74Q: 3 clusters Score -4091739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104574 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4091739.750000 Penalty: 1053.064453
	Iteration 75Q: 3 clusters Score -4091740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104565 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4091738.250000 Penalty: 1053.064453
	Iteration 76Q: 3 clusters Score -4091738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104559 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4091740.250000 Penalty: 1053.064453
	Iteration 77Q: 3 clusters Score -4091740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104556 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4091746.000000 Penalty: 1053.064453
	Iteration 78Q: 3 clusters Score -4091746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104554 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4091747.750000 Penalty: 1053.064453
	Iteration 79Q: 3 clusters Score -4091748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104554 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4091748.750000 Penalty: 1053.064453
	Iteration 80F: 3 clusters Score -4091749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104555 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4091748.000000 Penalty: 1053.064453
	Iteration 81Q: 3 clusters Score -4091748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104556 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4091746.750000 Penalty: 1053.064453
	Iteration 82Q: 3 clusters Score -4091747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104557 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4091747.750000 Penalty: 1053.064453
	Iteration 83Q: 3 clusters Score -4091748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104557 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4091746.500000 Penalty: 1053.064453
	Iteration 84Q: 3 clusters Score -4091746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104555 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4091750.250000 Penalty: 1053.064453
	Iteration 85Q: 3 clusters Score -4091750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104554 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4091746.500000 Penalty: 1053.064453
	Iteration 86Q: 3 clusters Score -4091746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104554 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4091746.500000 Penalty: 1053.064453
	Iteration 87F: 3 clusters Score -4091746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Entering Unmasked Estep 
Score: -109964.601562 Penalty: 364.817474
	Iteration 0F: 2 clusters Score -109964.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -107879.343750 Penalty: 729.634949
	Iteration 0F: 3 clusters Score -107879.3 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -108700.093750 Penalty: 729.634949
	Iteration 1F: 3 clusters Score -108700.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -108823.156250 Penalty: 729.634949
	Iteration 2F: 3 clusters Score -108823.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -108911.867188 Penalty: 729.634949
	Iteration 3F: 3 clusters Score -108911.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -108982.906250 Penalty: 729.634949
	Iteration 4F: 3 clusters Score -108982.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -109045.898438 Penalty: 729.634949
	Iteration 5Q: 3 clusters Score -109045.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -109101.367188 Penalty: 729.634949
	Iteration 6Q: 3 clusters Score -109101.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -109149.867188 Penalty: 729.634949
	Iteration 7Q: 3 clusters Score -109149.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -109199.617188 Penalty: 729.634949
	Iteration 8Q: 3 clusters Score -109199.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -109243.109375 Penalty: 729.634949
	Iteration 9Q: 3 clusters Score -109243.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -109287.789062 Penalty: 729.634949
	Iteration 10Q: 3 clusters Score -109287.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -109339.460938 Penalty: 729.634949
	Iteration 11Q: 3 clusters Score -109339.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -109391.085938 Penalty: 729.634949
	Iteration 12Q: 3 clusters Score -109391.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -109446.289062 Penalty: 729.634949
	Iteration 13Q: 3 clusters Score -109446.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -109492.578125 Penalty: 729.634949
	Iteration 14Q: 3 clusters Score -109492.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -109516.601562 Penalty: 729.634949
	Iteration 15Q: 3 clusters Score -109516.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -109550.468750 Penalty: 729.634949
	Iteration 16Q: 3 clusters Score -109550.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -109581.359375 Penalty: 729.634949
	Iteration 17Q: 3 clusters Score -109581.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -109605.039062 Penalty: 729.634949
	Iteration 18Q: 3 clusters Score -109605 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -109618.929688 Penalty: 729.634949
	Iteration 19Q: 3 clusters Score -109618.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -109630.773438 Penalty: 729.634949
	Iteration 20F: 3 clusters Score -109630.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -109640.148438 Penalty: 729.634949
	Iteration 21Q: 3 clusters Score -109640.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -109647.367188 Penalty: 729.634949
	Iteration 22Q: 3 clusters Score -109647.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -109652.031250 Penalty: 729.634949
	Iteration 23Q: 3 clusters Score -109652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -109655.382812 Penalty: 729.634949
	Iteration 24Q: 3 clusters Score -109655.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -109657.515625 Penalty: 729.634949
	Iteration 25Q: 3 clusters Score -109657.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -109659.671875 Penalty: 729.634949
	Iteration 26Q: 3 clusters Score -109659.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -109661.882812 Penalty: 729.634949
	Iteration 27Q: 3 clusters Score -109661.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -109663.390625 Penalty: 729.634949
	Iteration 28Q: 3 clusters Score -109663.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -109664.406250 Penalty: 729.634949
	Iteration 29Q: 3 clusters Score -109664.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -109665.054688 Penalty: 729.634949
	Iteration 30Q: 3 clusters Score -109665.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -109665.007812 Penalty: 729.634949
	Iteration 31Q: 3 clusters Score -109665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -109664.867188 Penalty: 729.634949
	Iteration 32Q: 3 clusters Score -109664.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -109664.867188 Penalty: 729.634949
	Iteration 33F: 3 clusters Score -109664.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -22570.976562 Penalty: 303.749969
	Iteration 0F: 2 clusters Score -22570.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -21952.972656 Penalty: 607.499939
	Iteration 0F: 3 clusters Score -21952.97 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -22142.683594 Penalty: 607.499939
	Iteration 1F: 3 clusters Score -22142.68 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -22179.640625 Penalty: 607.499939
	Iteration 2F: 3 clusters Score -22179.64 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -22225.550781 Penalty: 607.499939
	Iteration 3F: 3 clusters Score -22225.55 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -22278.507812 Penalty: 607.499939
	Iteration 4F: 3 clusters Score -22278.51 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -22302.859375 Penalty: 607.499939
	Iteration 5F: 3 clusters Score -22302.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -22319.904297 Penalty: 607.499939
	Iteration 6Q: 3 clusters Score -22319.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -22331.015625 Penalty: 607.499939
	Iteration 7Q: 3 clusters Score -22331.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -22344.523438 Penalty: 607.499939
	Iteration 8Q: 3 clusters Score -22344.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -22352.568359 Penalty: 607.499939
	Iteration 9Q: 3 clusters Score -22352.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -22361.462891 Penalty: 607.499939
	Iteration 10Q: 3 clusters Score -22361.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -22374.212891 Penalty: 607.499939
	Iteration 11Q: 3 clusters Score -22374.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -22380.917969 Penalty: 607.499939
	Iteration 12Q: 3 clusters Score -22380.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -22382.968750 Penalty: 607.499939
	Iteration 13Q: 3 clusters Score -22382.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -22382.968750 Penalty: 607.499939
	Iteration 14F: 3 clusters Score -22382.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -30253.074219 Penalty: 308.070923
	Iteration 0F: 2 clusters Score -30253.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -29505.882812 Penalty: 616.141846
	Iteration 0F: 3 clusters Score -29505.88 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -29774.263672 Penalty: 616.141846
	Iteration 1F: 3 clusters Score -29774.26 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29834.136719 Penalty: 616.141846
	Iteration 2F: 3 clusters Score -29834.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -29862.691406 Penalty: 616.141846
	Iteration 3Q: 3 clusters Score -29862.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29879.234375 Penalty: 616.141846
	Iteration 4Q: 3 clusters Score -29879.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -29901.255859 Penalty: 616.141846
	Iteration 5Q: 3 clusters Score -29901.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29914.615234 Penalty: 616.141846
	Iteration 6Q: 3 clusters Score -29914.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -29923.085938 Penalty: 616.141846
	Iteration 7Q: 3 clusters Score -29923.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29929.636719 Penalty: 616.141846
	Iteration 8Q: 3 clusters Score -29929.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29935.667969 Penalty: 616.141846
	Iteration 9Q: 3 clusters Score -29935.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29941.326172 Penalty: 616.141846
	Iteration 10Q: 3 clusters Score -29941.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29943.728516 Penalty: 616.141846
	Iteration 11Q: 3 clusters Score -29943.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29944.902344 Penalty: 616.141846
	Iteration 12Q: 3 clusters Score -29944.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29948.136719 Penalty: 616.141846
	Iteration 13Q: 3 clusters Score -29948.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29953.503906 Penalty: 616.141846
	Iteration 14Q: 3 clusters Score -29953.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29958.310547 Penalty: 616.141846
	Iteration 15Q: 3 clusters Score -29958.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29962.345703 Penalty: 616.141846
	Iteration 16Q: 3 clusters Score -29962.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29964.207031 Penalty: 616.141846
	Iteration 17Q: 3 clusters Score -29964.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29967.109375 Penalty: 616.141846
	Iteration 18Q: 3 clusters Score -29967.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29971.068359 Penalty: 616.141846
	Iteration 19Q: 3 clusters Score -29971.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29975.800781 Penalty: 616.141846
	Iteration 20F: 3 clusters Score -29975.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -29978.830078 Penalty: 616.141846
	Iteration 21Q: 3 clusters Score -29978.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -29985.015625 Penalty: 616.141846
	Iteration 22Q: 3 clusters Score -29985.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -29986.572266 Penalty: 616.141846
	Iteration 23Q: 3 clusters Score -29986.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -29988.589844 Penalty: 616.141846
	Iteration 24Q: 3 clusters Score -29988.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -29989.494141 Penalty: 616.141846
	Iteration 25Q: 3 clusters Score -29989.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -29989.916016 Penalty: 616.141846
	Iteration 26Q: 3 clusters Score -29989.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -29992.230469 Penalty: 616.141846
	Iteration 27Q: 3 clusters Score -29992.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -29993.095703 Penalty: 616.141846
	Iteration 28Q: 3 clusters Score -29993.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -29994.027344 Penalty: 616.141846
	Iteration 29Q: 3 clusters Score -29994.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -29995.281250 Penalty: 616.141846
	Iteration 30Q: 3 clusters Score -29995.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -29995.716797 Penalty: 616.141846
	Iteration 31Q: 3 clusters Score -29995.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -29995.716797 Penalty: 616.141846
	Iteration 32F: 3 clusters Score -29995.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Entering Unmasked Estep 
Score: -519072.218750 Penalty: 434.942017
	Iteration 0F: 2 clusters Score -519072.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -509619.250000 Penalty: 869.884033
	Iteration 0F: 3 clusters Score -509619.2 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -513765.906250 Penalty: 869.884033
	Iteration 1F: 3 clusters Score -513765.9 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -514189.375000 Penalty: 869.884033
	Iteration 2F: 3 clusters Score -514189.4 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -514711.000000 Penalty: 869.884033
	Iteration 3F: 3 clusters Score -514711 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -515406.843750 Penalty: 869.884033
	Iteration 4F: 3 clusters Score -515406.8 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -516143.718750 Penalty: 869.884033
	Iteration 5F: 3 clusters Score -516143.7 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -516695.937500 Penalty: 869.884033
	Iteration 6F: 3 clusters Score -516695.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -516964.187500 Penalty: 869.884033
	Iteration 7Q: 3 clusters Score -516964.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -517053.156250 Penalty: 869.884033
	Iteration 8Q: 3 clusters Score -517053.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -517113.343750 Penalty: 869.884033
	Iteration 9Q: 3 clusters Score -517113.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -517168.625000 Penalty: 869.884033
	Iteration 10Q: 3 clusters Score -517168.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -517237.031250 Penalty: 869.884033
	Iteration 11Q: 3 clusters Score -517237 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -517318.000000 Penalty: 869.884033
	Iteration 12Q: 3 clusters Score -517318 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -517420.812500 Penalty: 869.884033
	Iteration 13Q: 3 clusters Score -517420.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -517538.812500 Penalty: 869.884033
	Iteration 14Q: 3 clusters Score -517538.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -517667.218750 Penalty: 869.884033
	Iteration 15Q: 3 clusters Score -517667.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -517822.718750 Penalty: 869.884033
	Iteration 16Q: 3 clusters Score -517822.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -517988.968750 Penalty: 869.884033
	Iteration 17Q: 3 clusters Score -517989 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -518161.156250 Penalty: 869.884033
	Iteration 18Q: 3 clusters Score -518161.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -518342.468750 Penalty: 869.884033
	Iteration 19Q: 3 clusters Score -518342.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -518502.187500 Penalty: 869.884033
	Iteration 20F: 3 clusters Score -518502.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -518625.281250 Penalty: 869.884033
	Iteration 21Q: 3 clusters Score -518625.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -518696.781250 Penalty: 869.884033
	Iteration 22Q: 3 clusters Score -518696.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -518761.718750 Penalty: 869.884033
	Iteration 23Q: 3 clusters Score -518761.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -518808.531250 Penalty: 869.884033
	Iteration 24Q: 3 clusters Score -518808.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -518835.937500 Penalty: 869.884033
	Iteration 25Q: 3 clusters Score -518835.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -518857.250000 Penalty: 869.884033
	Iteration 26Q: 3 clusters Score -518857.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -518872.437500 Penalty: 869.884033
	Iteration 27Q: 3 clusters Score -518872.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -518884.875000 Penalty: 869.884033
	Iteration 28Q: 3 clusters Score -518884.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -518896.625000 Penalty: 869.884033
	Iteration 29Q: 3 clusters Score -518896.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -518905.625000 Penalty: 869.884033
	Iteration 30Q: 3 clusters Score -518905.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -518913.906250 Penalty: 869.884033
	Iteration 31Q: 3 clusters Score -518913.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -518924.687500 Penalty: 869.884033
	Iteration 32Q: 3 clusters Score -518924.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -518934.843750 Penalty: 869.884033
	Iteration 33Q: 3 clusters Score -518934.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -518944.781250 Penalty: 869.884033
	Iteration 34Q: 3 clusters Score -518944.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -518951.781250 Penalty: 869.884033
	Iteration 35Q: 3 clusters Score -518951.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -518956.875000 Penalty: 869.884033
	Iteration 36Q: 3 clusters Score -518956.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -518963.968750 Penalty: 869.884033
	Iteration 37Q: 3 clusters Score -518964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -518965.812500 Penalty: 869.884033
	Iteration 38Q: 3 clusters Score -518965.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -518969.937500 Penalty: 869.884033
	Iteration 39Q: 3 clusters Score -518969.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -518972.187500 Penalty: 869.884033
	Iteration 40F: 3 clusters Score -518972.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -518976.156250 Penalty: 869.884033
	Iteration 41Q: 3 clusters Score -518976.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -518978.156250 Penalty: 869.884033
	Iteration 42Q: 3 clusters Score -518978.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -518979.312500 Penalty: 869.884033
	Iteration 43Q: 3 clusters Score -518979.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -518980.968750 Penalty: 869.884033
	Iteration 44Q: 3 clusters Score -518981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -518983.468750 Penalty: 869.884033
	Iteration 45Q: 3 clusters Score -518983.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -518985.125000 Penalty: 869.884033
	Iteration 46Q: 3 clusters Score -518985.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -518988.375000 Penalty: 869.884033
	Iteration 47Q: 3 clusters Score -518988.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -518990.906250 Penalty: 869.884033
	Iteration 48Q: 3 clusters Score -518990.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -518991.031250 Penalty: 869.884033
	Iteration 49Q: 3 clusters Score -518991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -518992.718750 Penalty: 869.884033
	Iteration 50Q: 3 clusters Score -518992.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -518992.625000 Penalty: 869.884033
	Iteration 51Q: 3 clusters Score -518992.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -518993.062500 Penalty: 869.884033
	Iteration 52Q: 3 clusters Score -518993.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -518993.500000 Penalty: 869.884033
	Iteration 53Q: 3 clusters Score -518993.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -518993.625000 Penalty: 869.884033
	Iteration 54Q: 3 clusters Score -518993.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -518993.250000 Penalty: 869.884033
	Iteration 55Q: 3 clusters Score -518993.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -518993.281250 Penalty: 869.884033
	Iteration 56Q: 3 clusters Score -518993.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -518993.687500 Penalty: 869.884033
	Iteration 57Q: 3 clusters Score -518993.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -518994.500000 Penalty: 869.884033
	Iteration 58Q: 3 clusters Score -518994.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -518993.625000 Penalty: 869.884033
	Iteration 59Q: 3 clusters Score -518993.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -518993.625000 Penalty: 869.884033
	Iteration 60F: 3 clusters Score -518993.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -16452.556641 Penalty: 284.897888
	Iteration 0F: 2 clusters Score -16452.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -15946.813477 Penalty: 569.795776
	Iteration 0F: 3 clusters Score -15946.81 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -16091.839844 Penalty: 569.795776
	Iteration 1F: 3 clusters Score -16091.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -16120.200195 Penalty: 569.795776
	Iteration 2F: 3 clusters Score -16120.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -16146.215820 Penalty: 569.795776
	Iteration 3Q: 3 clusters Score -16146.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -16173.576172 Penalty: 569.795776
	Iteration 4Q: 3 clusters Score -16173.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -16191.382812 Penalty: 569.795776
	Iteration 5Q: 3 clusters Score -16191.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -16208.140625 Penalty: 569.795776
	Iteration 6Q: 3 clusters Score -16208.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -16218.665039 Penalty: 569.795776
	Iteration 7Q: 3 clusters Score -16218.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -16232.801758 Penalty: 569.795776
	Iteration 8Q: 3 clusters Score -16232.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -16244.341797 Penalty: 569.795776
	Iteration 9Q: 3 clusters Score -16244.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -16253.083008 Penalty: 569.795776
	Iteration 10Q: 3 clusters Score -16253.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -16255.687500 Penalty: 569.795776
	Iteration 11Q: 3 clusters Score -16255.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -16257.846680 Penalty: 569.795776
	Iteration 12Q: 3 clusters Score -16257.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -16257.846680 Penalty: 569.795776
	Iteration 13F: 3 clusters Score -16257.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Entering Unmasked Estep 
Score: -142810.000000 Penalty: 375.687439
	Iteration 0F: 2 clusters Score -142810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -140190.656250 Penalty: 751.374878
	Iteration 0F: 3 clusters Score -140190.7 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -141184.937500 Penalty: 751.374878
	Iteration 1F: 3 clusters Score -141184.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -141355.890625 Penalty: 751.374878
	Iteration 2F: 3 clusters Score -141355.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -141488.406250 Penalty: 751.374878
	Iteration 3F: 3 clusters Score -141488.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -141629.796875 Penalty: 751.374878
	Iteration 4F: 3 clusters Score -141629.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -141821.937500 Penalty: 751.374878
	Iteration 5F: 3 clusters Score -141821.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -142039.875000 Penalty: 751.374878
	Iteration 6F: 3 clusters Score -142039.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -142217.187500 Penalty: 751.374878
	Iteration 7F: 3 clusters Score -142217.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -142354.671875 Penalty: 751.374878
	Iteration 8F: 3 clusters Score -142354.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -142435.843750 Penalty: 751.374878
	Iteration 9Q: 3 clusters Score -142435.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -142494.000000 Penalty: 751.374878
	Iteration 10Q: 3 clusters Score -142494 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -142550.359375 Penalty: 751.374878
	Iteration 11Q: 3 clusters Score -142550.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -142582.765625 Penalty: 751.374878
	Iteration 12Q: 3 clusters Score -142582.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -142615.046875 Penalty: 751.374878
	Iteration 13Q: 3 clusters Score -142615 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -142642.171875 Penalty: 751.374878
	Iteration 14Q: 3 clusters Score -142642.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -142661.671875 Penalty: 751.374878
	Iteration 15Q: 3 clusters Score -142661.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -142673.171875 Penalty: 751.374878
	Iteration 16Q: 3 clusters Score -142673.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -142681.765625 Penalty: 751.374878
	Iteration 17Q: 3 clusters Score -142681.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -142688.468750 Penalty: 751.374878
	Iteration 18Q: 3 clusters Score -142688.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -142694.265625 Penalty: 751.374878
	Iteration 19Q: 3 clusters Score -142694.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -142699.625000 Penalty: 751.374878
	Iteration 20F: 3 clusters Score -142699.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -142706.078125 Penalty: 751.374878
	Iteration 21Q: 3 clusters Score -142706.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -142709.015625 Penalty: 751.374878
	Iteration 22Q: 3 clusters Score -142709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -142712.812500 Penalty: 751.374878
	Iteration 23Q: 3 clusters Score -142712.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -142716.375000 Penalty: 751.374878
	Iteration 24Q: 3 clusters Score -142716.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -142721.718750 Penalty: 751.374878
	Iteration 25Q: 3 clusters Score -142721.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -142727.171875 Penalty: 751.374878
	Iteration 26Q: 3 clusters Score -142727.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -142731.765625 Penalty: 751.374878
	Iteration 27Q: 3 clusters Score -142731.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -142735.843750 Penalty: 751.374878
	Iteration 28Q: 3 clusters Score -142735.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -142737.765625 Penalty: 751.374878
	Iteration 29Q: 3 clusters Score -142737.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -142739.390625 Penalty: 751.374878
	Iteration 30Q: 3 clusters Score -142739.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -142741.140625 Penalty: 751.374878
	Iteration 31Q: 3 clusters Score -142741.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -142743.390625 Penalty: 751.374878
	Iteration 32Q: 3 clusters Score -142743.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -142744.734375 Penalty: 751.374878
	Iteration 33Q: 3 clusters Score -142744.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -142745.171875 Penalty: 751.374878
	Iteration 34Q: 3 clusters Score -142745.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -142746.515625 Penalty: 751.374878
	Iteration 35Q: 3 clusters Score -142746.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -142747.421875 Penalty: 751.374878
	Iteration 36Q: 3 clusters Score -142747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -142747.421875 Penalty: 751.374878
	Iteration 37Q: 3 clusters Score -142747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -142747.656250 Penalty: 751.374878
	Iteration 38Q: 3 clusters Score -142747.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -142748.250000 Penalty: 751.374878
	Iteration 39Q: 3 clusters Score -142748.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -142748.921875 Penalty: 751.374878
	Iteration 40F: 3 clusters Score -142748.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -142749.453125 Penalty: 751.374878
	Iteration 41Q: 3 clusters Score -142749.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -142749.890625 Penalty: 751.374878
	Iteration 42Q: 3 clusters Score -142749.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -142749.984375 Penalty: 751.374878
	Iteration 43Q: 3 clusters Score -142750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -142750.156250 Penalty: 751.374878
	Iteration 44Q: 3 clusters Score -142750.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -142750.156250 Penalty: 751.374878
	Iteration 45F: 3 clusters Score -142750.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Entering Unmasked Estep 
Score: -126239.570312 Penalty: 372.128052
	Iteration 0F: 2 clusters Score -126239.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -123794.992188 Penalty: 744.256104
	Iteration 0F: 3 clusters Score -123795 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -124657.000000 Penalty: 744.256104
	Iteration 1F: 3 clusters Score -124657 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -124799.187500 Penalty: 744.256104
	Iteration 2F: 3 clusters Score -124799.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -124940.640625 Penalty: 744.256104
	Iteration 3F: 3 clusters Score -124940.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -125060.664062 Penalty: 744.256104
	Iteration 4F: 3 clusters Score -125060.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -125170.539062 Penalty: 744.256104
	Iteration 5F: 3 clusters Score -125170.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -125261.773438 Penalty: 744.256104
	Iteration 6Q: 3 clusters Score -125261.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -125343.039062 Penalty: 744.256104
	Iteration 7Q: 3 clusters Score -125343 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -125418.179688 Penalty: 744.256104
	Iteration 8Q: 3 clusters Score -125418.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -125496.515625 Penalty: 744.256104
	Iteration 9Q: 3 clusters Score -125496.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -125556.695312 Penalty: 744.256104
	Iteration 10Q: 3 clusters Score -125556.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -125629.929688 Penalty: 744.256104
	Iteration 11Q: 3 clusters Score -125629.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -125700.125000 Penalty: 744.256104
	Iteration 12Q: 3 clusters Score -125700.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -125768.437500 Penalty: 744.256104
	Iteration 13Q: 3 clusters Score -125768.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -125804.375000 Penalty: 744.256104
	Iteration 14Q: 3 clusters Score -125804.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -125820.054688 Penalty: 744.256104
	Iteration 15Q: 3 clusters Score -125820.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -125825.609375 Penalty: 744.256104
	Iteration 16Q: 3 clusters Score -125825.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -125829.492188 Penalty: 744.256104
	Iteration 17Q: 3 clusters Score -125829.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -125835.578125 Penalty: 744.256104
	Iteration 18Q: 3 clusters Score -125835.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -125843.765625 Penalty: 744.256104
	Iteration 19Q: 3 clusters Score -125843.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -125848.750000 Penalty: 744.256104
	Iteration 20F: 3 clusters Score -125848.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -125850.867188 Penalty: 744.256104
	Iteration 21Q: 3 clusters Score -125850.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -125852.585938 Penalty: 744.256104
	Iteration 22Q: 3 clusters Score -125852.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -125853.921875 Penalty: 744.256104
	Iteration 23Q: 3 clusters Score -125853.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -125856.242188 Penalty: 744.256104
	Iteration 24Q: 3 clusters Score -125856.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -125860.843750 Penalty: 744.256104
	Iteration 25Q: 3 clusters Score -125860.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -125862.468750 Penalty: 744.256104
	Iteration 26Q: 3 clusters Score -125862.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -125863.898438 Penalty: 744.256104
	Iteration 27Q: 3 clusters Score -125863.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -125864.421875 Penalty: 744.256104
	Iteration 28Q: 3 clusters Score -125864.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -125864.843750 Penalty: 744.256104
	Iteration 29Q: 3 clusters Score -125864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -125865.093750 Penalty: 744.256104
	Iteration 30Q: 3 clusters Score -125865.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -125865.335938 Penalty: 744.256104
	Iteration 31Q: 3 clusters Score -125865.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -125865.359375 Penalty: 744.256104
	Iteration 32Q: 3 clusters Score -125865.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -125866.062500 Penalty: 744.256104
	Iteration 33Q: 3 clusters Score -125866.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -125867.734375 Penalty: 744.256104
	Iteration 34Q: 3 clusters Score -125867.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -125868.265625 Penalty: 744.256104
	Iteration 35Q: 3 clusters Score -125868.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -125869.304688 Penalty: 744.256104
	Iteration 36Q: 3 clusters Score -125869.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -125870.859375 Penalty: 744.256104
	Iteration 37Q: 3 clusters Score -125870.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -125874.187500 Penalty: 744.256104
	Iteration 38Q: 3 clusters Score -125874.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -125879.250000 Penalty: 744.256104
	Iteration 39Q: 3 clusters Score -125879.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -125883.132812 Penalty: 744.256104
	Iteration 40F: 3 clusters Score -125883.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -125884.835938 Penalty: 744.256104
	Iteration 41Q: 3 clusters Score -125884.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -125888.250000 Penalty: 744.256104
	Iteration 42Q: 3 clusters Score -125888.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -125891.585938 Penalty: 744.256104
	Iteration 43Q: 3 clusters Score -125891.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -125896.781250 Penalty: 744.256104
	Iteration 44Q: 3 clusters Score -125896.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -125902.562500 Penalty: 744.256104
	Iteration 45Q: 3 clusters Score -125902.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -125907.273438 Penalty: 744.256104
	Iteration 46Q: 3 clusters Score -125907.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -125910.320312 Penalty: 744.256104
	Iteration 47Q: 3 clusters Score -125910.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -125913.265625 Penalty: 744.256104
	Iteration 48Q: 3 clusters Score -125913.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -125915.617188 Penalty: 744.256104
	Iteration 49Q: 3 clusters Score -125915.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -125918.281250 Penalty: 744.256104
	Iteration 50Q: 3 clusters Score -125918.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -125919.406250 Penalty: 744.256104
	Iteration 51Q: 3 clusters Score -125919.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -125921.726562 Penalty: 744.256104
	Iteration 52Q: 3 clusters Score -125921.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -125924.070312 Penalty: 744.256104
	Iteration 53Q: 3 clusters Score -125924.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -125925.906250 Penalty: 744.256104
	Iteration 54Q: 3 clusters Score -125925.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -125931.593750 Penalty: 744.256104
	Iteration 55Q: 3 clusters Score -125931.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -125937.875000 Penalty: 744.256104
	Iteration 56Q: 3 clusters Score -125937.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -125943.585938 Penalty: 744.256104
	Iteration 57Q: 3 clusters Score -125943.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -125954.117188 Penalty: 744.256104
	Iteration 58Q: 3 clusters Score -125954.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -125957.687500 Penalty: 744.256104
	Iteration 59Q: 3 clusters Score -125957.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -125960.257812 Penalty: 744.256104
	Iteration 60F: 3 clusters Score -125960.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -125961.539062 Penalty: 744.256104
	Iteration 61Q: 3 clusters Score -125961.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -125963.976562 Penalty: 744.256104
	Iteration 62Q: 3 clusters Score -125964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -125967.203125 Penalty: 744.256104
	Iteration 63Q: 3 clusters Score -125967.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -125967.937500 Penalty: 744.256104
	Iteration 64Q: 3 clusters Score -125967.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -125968.664062 Penalty: 744.256104
	Iteration 65Q: 3 clusters Score -125968.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -125968.664062 Penalty: 744.256104
	Iteration 66F: 3 clusters Score -125968.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Entering Unmasked Estep 
Score: -251884.484375 Penalty: 404.161469
	Iteration 0F: 2 clusters Score -251884.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -247099.968750 Penalty: 808.322937
	Iteration 0F: 3 clusters Score -247100 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -248954.515625 Penalty: 808.322937
	Iteration 1F: 3 clusters Score -248954.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -249123.968750 Penalty: 808.322937
	Iteration 2F: 3 clusters Score -249124 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -249273.687500 Penalty: 808.322937
	Iteration 3F: 3 clusters Score -249273.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -249422.531250 Penalty: 808.322937
	Iteration 4Q: 3 clusters Score -249422.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -249571.718750 Penalty: 808.322937
	Iteration 5Q: 3 clusters Score -249571.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -249749.546875 Penalty: 808.322937
	Iteration 6Q: 3 clusters Score -249749.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -249980.328125 Penalty: 808.322937
	Iteration 7Q: 3 clusters Score -249980.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -250217.093750 Penalty: 808.322937
	Iteration 8Q: 3 clusters Score -250217.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -250377.421875 Penalty: 808.322937
	Iteration 9Q: 3 clusters Score -250377.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -250446.203125 Penalty: 808.322937
	Iteration 10Q: 3 clusters Score -250446.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -250470.406250 Penalty: 808.322937
	Iteration 11Q: 3 clusters Score -250470.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -250484.359375 Penalty: 808.322937
	Iteration 12Q: 3 clusters Score -250484.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -250496.046875 Penalty: 808.322937
	Iteration 13Q: 3 clusters Score -250496 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -250507.453125 Penalty: 808.322937
	Iteration 14Q: 3 clusters Score -250507.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -250520.468750 Penalty: 808.322937
	Iteration 15Q: 3 clusters Score -250520.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -250536.000000 Penalty: 808.322937
	Iteration 16Q: 3 clusters Score -250536 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -250551.468750 Penalty: 808.322937
	Iteration 17Q: 3 clusters Score -250551.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -250565.890625 Penalty: 808.322937
	Iteration 18Q: 3 clusters Score -250565.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -250585.625000 Penalty: 808.322937
	Iteration 19Q: 3 clusters Score -250585.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -250614.187500 Penalty: 808.322937
	Iteration 20F: 3 clusters Score -250614.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -250643.171875 Penalty: 808.322937
	Iteration 21Q: 3 clusters Score -250643.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -250671.781250 Penalty: 808.322937
	Iteration 22Q: 3 clusters Score -250671.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -250701.828125 Penalty: 808.322937
	Iteration 23Q: 3 clusters Score -250701.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -250728.609375 Penalty: 808.322937
	Iteration 24Q: 3 clusters Score -250728.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -250749.218750 Penalty: 808.322937
	Iteration 25Q: 3 clusters Score -250749.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -250772.265625 Penalty: 808.322937
	Iteration 26Q: 3 clusters Score -250772.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -250797.281250 Penalty: 808.322937
	Iteration 27Q: 3 clusters Score -250797.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -250822.546875 Penalty: 808.322937
	Iteration 28Q: 3 clusters Score -250822.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -250856.515625 Penalty: 808.322937
	Iteration 29Q: 3 clusters Score -250856.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -250887.609375 Penalty: 808.322937
	Iteration 30Q: 3 clusters Score -250887.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -250910.640625 Penalty: 808.322937
	Iteration 31Q: 3 clusters Score -250910.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -250934.796875 Penalty: 808.322937
	Iteration 32Q: 3 clusters Score -250934.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -250966.687500 Penalty: 808.322937
	Iteration 33Q: 3 clusters Score -250966.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -250996.484375 Penalty: 808.322937
	Iteration 34Q: 3 clusters Score -250996.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -251025.015625 Penalty: 808.322937
	Iteration 35Q: 3 clusters Score -251025 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -251054.718750 Penalty: 808.322937
	Iteration 36Q: 3 clusters Score -251054.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -251082.421875 Penalty: 808.322937
	Iteration 37Q: 3 clusters Score -251082.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -251107.515625 Penalty: 808.322937
	Iteration 38Q: 3 clusters Score -251107.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -251134.687500 Penalty: 808.322937
	Iteration 39Q: 3 clusters Score -251134.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -251162.531250 Penalty: 808.322937
	Iteration 40F: 3 clusters Score -251162.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -251189.578125 Penalty: 808.322937
	Iteration 41Q: 3 clusters Score -251189.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -251217.343750 Penalty: 808.322937
	Iteration 42Q: 3 clusters Score -251217.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -251234.375000 Penalty: 808.322937
	Iteration 43Q: 3 clusters Score -251234.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -251253.687500 Penalty: 808.322937
	Iteration 44Q: 3 clusters Score -251253.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -251276.859375 Penalty: 808.322937
	Iteration 45Q: 3 clusters Score -251276.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -251299.953125 Penalty: 808.322937
	Iteration 46Q: 3 clusters Score -251300 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -251323.218750 Penalty: 808.322937
	Iteration 47Q: 3 clusters Score -251323.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -251351.281250 Penalty: 808.322937
	Iteration 48Q: 3 clusters Score -251351.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -251377.765625 Penalty: 808.322937
	Iteration 49Q: 3 clusters Score -251377.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -251402.359375 Penalty: 808.322937
	Iteration 50Q: 3 clusters Score -251402.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -251426.718750 Penalty: 808.322937
	Iteration 51Q: 3 clusters Score -251426.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -251454.031250 Penalty: 808.322937
	Iteration 52Q: 3 clusters Score -251454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -251477.937500 Penalty: 808.322937
	Iteration 53Q: 3 clusters Score -251477.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -251504.218750 Penalty: 808.322937
	Iteration 54Q: 3 clusters Score -251504.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -251522.343750 Penalty: 808.322937
	Iteration 55Q: 3 clusters Score -251522.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -251539.171875 Penalty: 808.322937
	Iteration 56Q: 3 clusters Score -251539.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -251548.421875 Penalty: 808.322937
	Iteration 57Q: 3 clusters Score -251548.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -251551.500000 Penalty: 808.322937
	Iteration 58Q: 3 clusters Score -251551.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -251552.625000 Penalty: 808.322937
	Iteration 59Q: 3 clusters Score -251552.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -251552.953125 Penalty: 808.322937
	Iteration 60F: 3 clusters Score -251553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -251555.031250 Penalty: 808.322937
	Iteration 61Q: 3 clusters Score -251555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -251556.265625 Penalty: 808.322937
	Iteration 62Q: 3 clusters Score -251556.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -251556.703125 Penalty: 808.322937
	Iteration 63Q: 3 clusters Score -251556.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -251557.781250 Penalty: 808.322937
	Iteration 64Q: 3 clusters Score -251557.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -251559.375000 Penalty: 808.322937
	Iteration 65Q: 3 clusters Score -251559.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -251563.656250 Penalty: 808.322937
	Iteration 66Q: 3 clusters Score -251563.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -251566.718750 Penalty: 808.322937
	Iteration 67Q: 3 clusters Score -251566.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -251566.718750 Penalty: 808.322937
	Iteration 68F: 3 clusters Score -251566.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (561086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561086 members 
Entering Unmasked Estep 
Score: -21643064.000000 Penalty: 602.312134
	Iteration 0F: 2 clusters Score -2.164306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280822 members 
Mstep: Class 2 contains 280264 members 
Entering Unmasked Estep 
Score: -21289884.000000 Penalty: 1204.624268
	Iteration 0F: 3 clusters Score -2.128988e+07 nChanged 278324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309828 members 
Mstep: Class 2 contains 251258 members 
Entering Unmasked Estep 
Score: -21472390.000000 Penalty: 1204.624268
	Iteration 1F: 3 clusters Score -2.147239e+07 nChanged 27639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329097 members 
Mstep: Class 2 contains 231989 members 
Entering Unmasked Estep 
Score: -21484010.000000 Penalty: 1204.624268
	Iteration 2Q: 3 clusters Score -2.148401e+07 nChanged 33270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354517 members 
Mstep: Class 2 contains 206569 members 
Entering Unmasked Estep 
Score: -21501584.000000 Penalty: 1204.624268
	Iteration 3F: 3 clusters Score -2.150158e+07 nChanged 37023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383948 members 
Mstep: Class 2 contains 177138 members 
Entering Unmasked Estep 
Score: -21524582.000000 Penalty: 1204.624268
	Iteration 4F: 3 clusters Score -2.152458e+07 nChanged 36208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410994 members 
Mstep: Class 2 contains 150092 members 
Entering Unmasked Estep 
Score: -21548360.000000 Penalty: 1204.624268
	Iteration 5F: 3 clusters Score -2.154836e+07 nChanged 30293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429787 members 
Mstep: Class 2 contains 131299 members 
Entering Unmasked Estep 
Score: -21567846.000000 Penalty: 1204.624268
	Iteration 6F: 3 clusters Score -2.156785e+07 nChanged 22097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441178 members 
Mstep: Class 2 contains 119908 members 
Entering Unmasked Estep 
Score: -21578114.000000 Penalty: 1204.624268
	Iteration 7Q: 3 clusters Score -2.157811e+07 nChanged 13975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449807 members 
Mstep: Class 2 contains 111279 members 
Entering Unmasked Estep 
Score: -21582526.000000 Penalty: 1204.624268
	Iteration 8Q: 3 clusters Score -2.158253e+07 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457755 members 
Mstep: Class 2 contains 103331 members 
Entering Unmasked Estep 
Score: -21584740.000000 Penalty: 1204.624268
	Iteration 9Q: 3 clusters Score -2.158474e+07 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465263 members 
Mstep: Class 2 contains 95823 members 
Entering Unmasked Estep 
Score: -21586386.000000 Penalty: 1204.624268
	Iteration 10Q: 3 clusters Score -2.158639e+07 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472371 members 
Mstep: Class 2 contains 88715 members 
Entering Unmasked Estep 
Score: -21587956.000000 Penalty: 1204.624268
	Iteration 11Q: 3 clusters Score -2.158796e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479221 members 
Mstep: Class 2 contains 81865 members 
Entering Unmasked Estep 
Score: -21589836.000000 Penalty: 1204.624268
	Iteration 12Q: 3 clusters Score -2.158984e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485714 members 
Mstep: Class 2 contains 75372 members 
Entering Unmasked Estep 
Score: -21591748.000000 Penalty: 1204.624268
	Iteration 13Q: 3 clusters Score -2.159175e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491803 members 
Mstep: Class 2 contains 69283 members 
Entering Unmasked Estep 
Score: -21593926.000000 Penalty: 1204.624268
	Iteration 14Q: 3 clusters Score -2.159393e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497552 members 
Mstep: Class 2 contains 63534 members 
Entering Unmasked Estep 
Score: -21596394.000000 Penalty: 1204.624268
	Iteration 15Q: 3 clusters Score -2.159639e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503307 members 
Mstep: Class 2 contains 57779 members 
Entering Unmasked Estep 
Score: -21599110.000000 Penalty: 1204.624268
	Iteration 16Q: 3 clusters Score -2.159911e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508845 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -21601730.000000 Penalty: 1204.624268
	Iteration 17Q: 3 clusters Score -2.160173e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514222 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -21604582.000000 Penalty: 1204.624268
	Iteration 18Q: 3 clusters Score -2.160458e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519456 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -21607462.000000 Penalty: 1204.624268
	Iteration 19Q: 3 clusters Score -2.160746e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524448 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -21610706.000000 Penalty: 1204.624268
	Iteration 20F: 3 clusters Score -2.161071e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529159 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -21613748.000000 Penalty: 1204.624268
	Iteration 21Q: 3 clusters Score -2.161375e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533507 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -21617026.000000 Penalty: 1204.624268
	Iteration 22Q: 3 clusters Score -2.161703e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537427 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -21620206.000000 Penalty: 1204.624268
	Iteration 23Q: 3 clusters Score -2.162021e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540952 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -21623286.000000 Penalty: 1204.624268
	Iteration 24Q: 3 clusters Score -2.162329e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544146 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -21626054.000000 Penalty: 1204.624268
	Iteration 25Q: 3 clusters Score -2.162605e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546972 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -21628642.000000 Penalty: 1204.624268
	Iteration 26Q: 3 clusters Score -2.162864e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549417 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -21630778.000000 Penalty: 1204.624268
	Iteration 27Q: 3 clusters Score -2.163078e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551556 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -21632872.000000 Penalty: 1204.624268
	Iteration 28Q: 3 clusters Score -2.163287e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553429 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -21634722.000000 Penalty: 1204.624268
	Iteration 29Q: 3 clusters Score -2.163472e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554975 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -21636286.000000 Penalty: 1204.624268
	Iteration 30Q: 3 clusters Score -2.163629e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556283 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -21637672.000000 Penalty: 1204.624268
	Iteration 31Q: 3 clusters Score -2.163767e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557395 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -21638756.000000 Penalty: 1204.624268
	Iteration 32Q: 3 clusters Score -2.163876e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558334 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -21639816.000000 Penalty: 1204.624268
	Iteration 33Q: 3 clusters Score -2.163982e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559127 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -21640678.000000 Penalty: 1204.624268
	Iteration 34Q: 3 clusters Score -2.164068e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559726 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -21641278.000000 Penalty: 1204.624268
	Iteration 35Q: 3 clusters Score -2.164128e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560103 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -21641664.000000 Penalty: 1204.624268
	Iteration 36Q: 3 clusters Score -2.164166e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560362 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -21641928.000000 Penalty: 1204.624268
	Iteration 37Q: 3 clusters Score -2.164193e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560513 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -21642126.000000 Penalty: 1204.624268
	Iteration 38Q: 3 clusters Score -2.164213e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560607 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -21642188.000000 Penalty: 1204.624268
	Iteration 39Q: 3 clusters Score -2.164219e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560668 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -21642266.000000 Penalty: 1204.624268
	Iteration 40F: 3 clusters Score -2.164227e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560712 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -21642336.000000 Penalty: 1204.624268
	Iteration 41Q: 3 clusters Score -2.164234e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560745 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -21642372.000000 Penalty: 1204.624268
	Iteration 42Q: 3 clusters Score -2.164237e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560769 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -21642388.000000 Penalty: 1204.624268
	Iteration 43Q: 3 clusters Score -2.164239e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560794 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -21642418.000000 Penalty: 1204.624268
	Iteration 44Q: 3 clusters Score -2.164242e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560809 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21642450.000000 Penalty: 1204.624268
	Iteration 45Q: 3 clusters Score -2.164245e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560825 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21642456.000000 Penalty: 1204.624268
	Iteration 46Q: 3 clusters Score -2.164246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560835 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21642464.000000 Penalty: 1204.624268
	Iteration 47Q: 3 clusters Score -2.164246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560840 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21642472.000000 Penalty: 1204.624268
	Iteration 48Q: 3 clusters Score -2.164247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560846 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21642474.000000 Penalty: 1204.624268
	Iteration 49Q: 3 clusters Score -2.164247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560847 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21642478.000000 Penalty: 1204.624268
	Iteration 50Q: 3 clusters Score -2.164248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560850 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21642480.000000 Penalty: 1204.624268
	Iteration 51Q: 3 clusters Score -2.164248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560850 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21642480.000000 Penalty: 1204.624268
	Iteration 52F: 3 clusters Score -2.164248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -25749.292969 Penalty: 298.591217
	Iteration 0F: 2 clusters Score -25749.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -25115.671875 Penalty: 597.182434
	Iteration 0F: 3 clusters Score -25115.67 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -25260.083984 Penalty: 597.182434
	Iteration 1F: 3 clusters Score -25260.08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -25291.546875 Penalty: 597.182434
	Iteration 2F: 3 clusters Score -25291.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -25305.498047 Penalty: 597.182434
	Iteration 3Q: 3 clusters Score -25305.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -25317.933594 Penalty: 597.182434
	Iteration 4Q: 3 clusters Score -25317.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -25329.570312 Penalty: 597.182434
	Iteration 5Q: 3 clusters Score -25329.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -25337.970703 Penalty: 597.182434
	Iteration 6Q: 3 clusters Score -25337.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -25348.130859 Penalty: 597.182434
	Iteration 7Q: 3 clusters Score -25348.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -25356.925781 Penalty: 597.182434
	Iteration 8Q: 3 clusters Score -25356.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -25366.019531 Penalty: 597.182434
	Iteration 9Q: 3 clusters Score -25366.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25374.880859 Penalty: 597.182434
	Iteration 10Q: 3 clusters Score -25374.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25382.623047 Penalty: 597.182434
	Iteration 11Q: 3 clusters Score -25382.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25386.750000 Penalty: 597.182434
	Iteration 12Q: 3 clusters Score -25386.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25391.695312 Penalty: 597.182434
	Iteration 13Q: 3 clusters Score -25391.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25398.867188 Penalty: 597.182434
	Iteration 14Q: 3 clusters Score -25398.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25401.716797 Penalty: 597.182434
	Iteration 15Q: 3 clusters Score -25401.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25406.275391 Penalty: 597.182434
	Iteration 16Q: 3 clusters Score -25406.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -25407.783203 Penalty: 597.182434
	Iteration 17Q: 3 clusters Score -25407.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25409.953125 Penalty: 597.182434
	Iteration 18Q: 3 clusters Score -25409.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25413.263672 Penalty: 597.182434
	Iteration 19Q: 3 clusters Score -25413.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25417.808594 Penalty: 597.182434
	Iteration 20F: 3 clusters Score -25417.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25426.115234 Penalty: 597.182434
	Iteration 21Q: 3 clusters Score -25426.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25442.148438 Penalty: 597.182434
	Iteration 22Q: 3 clusters Score -25442.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25471.035156 Penalty: 597.182434
	Iteration 23Q: 3 clusters Score -25471.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25485.906250 Penalty: 597.182434
	Iteration 24Q: 3 clusters Score -25485.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25504.001953 Penalty: 597.182434
	Iteration 25Q: 3 clusters Score -25504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25518.992188 Penalty: 597.182434
	Iteration 26Q: 3 clusters Score -25518.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25524.685547 Penalty: 597.182434
	Iteration 27Q: 3 clusters Score -25524.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25529.589844 Penalty: 597.182434
	Iteration 28Q: 3 clusters Score -25529.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25534.726562 Penalty: 597.182434
	Iteration 29Q: 3 clusters Score -25534.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25551.519531 Penalty: 597.182434
	Iteration 30Q: 3 clusters Score -25551.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25567.113281 Penalty: 597.182434
	Iteration 31Q: 3 clusters Score -25567.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25581.117188 Penalty: 597.182434
	Iteration 32Q: 3 clusters Score -25581.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25586.068359 Penalty: 597.182434
	Iteration 33Q: 3 clusters Score -25586.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25589.224609 Penalty: 597.182434
	Iteration 34Q: 3 clusters Score -25589.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25589.224609 Penalty: 597.182434
	Iteration 35F: 3 clusters Score -25589.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Entering Unmasked Estep 
Score: -228536.468750 Penalty: 398.328674
	Iteration 0F: 2 clusters Score -228536.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -224297.562500 Penalty: 796.657349
	Iteration 0F: 3 clusters Score -224297.6 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -225898.046875 Penalty: 796.657349
	Iteration 1F: 3 clusters Score -225898 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -226051.796875 Penalty: 796.657349
	Iteration 2F: 3 clusters Score -226051.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -226230.140625 Penalty: 796.657349
	Iteration 3F: 3 clusters Score -226230.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -226469.218750 Penalty: 796.657349
	Iteration 4F: 3 clusters Score -226469.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -226707.640625 Penalty: 796.657349
	Iteration 5F: 3 clusters Score -226707.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -226952.859375 Penalty: 796.657349
	Iteration 6F: 3 clusters Score -226952.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -227161.468750 Penalty: 796.657349
	Iteration 7F: 3 clusters Score -227161.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -227329.703125 Penalty: 796.657349
	Iteration 8Q: 3 clusters Score -227329.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -227448.500000 Penalty: 796.657349
	Iteration 9Q: 3 clusters Score -227448.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -227539.828125 Penalty: 796.657349
	Iteration 10Q: 3 clusters Score -227539.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -227603.656250 Penalty: 796.657349
	Iteration 11Q: 3 clusters Score -227603.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -227641.437500 Penalty: 796.657349
	Iteration 12Q: 3 clusters Score -227641.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -227678.578125 Penalty: 796.657349
	Iteration 13Q: 3 clusters Score -227678.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -227722.796875 Penalty: 796.657349
	Iteration 14Q: 3 clusters Score -227722.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -227765.375000 Penalty: 796.657349
	Iteration 15Q: 3 clusters Score -227765.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -227799.843750 Penalty: 796.657349
	Iteration 16Q: 3 clusters Score -227799.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -227825.453125 Penalty: 796.657349
	Iteration 17Q: 3 clusters Score -227825.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -227841.093750 Penalty: 796.657349
	Iteration 18Q: 3 clusters Score -227841.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -227856.656250 Penalty: 796.657349
	Iteration 19Q: 3 clusters Score -227856.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -227873.484375 Penalty: 796.657349
	Iteration 20F: 3 clusters Score -227873.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -227891.296875 Penalty: 796.657349
	Iteration 21Q: 3 clusters Score -227891.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -227910.203125 Penalty: 796.657349
	Iteration 22Q: 3 clusters Score -227910.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -227933.265625 Penalty: 796.657349
	Iteration 23Q: 3 clusters Score -227933.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -227954.125000 Penalty: 796.657349
	Iteration 24Q: 3 clusters Score -227954.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -227977.093750 Penalty: 796.657349
	Iteration 25Q: 3 clusters Score -227977.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -227993.375000 Penalty: 796.657349
	Iteration 26Q: 3 clusters Score -227993.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -228006.703125 Penalty: 796.657349
	Iteration 27Q: 3 clusters Score -228006.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -228022.265625 Penalty: 796.657349
	Iteration 28Q: 3 clusters Score -228022.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -228039.703125 Penalty: 796.657349
	Iteration 29Q: 3 clusters Score -228039.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -228055.312500 Penalty: 796.657349
	Iteration 30Q: 3 clusters Score -228055.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -228074.218750 Penalty: 796.657349
	Iteration 31Q: 3 clusters Score -228074.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -228091.093750 Penalty: 796.657349
	Iteration 32Q: 3 clusters Score -228091.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -228106.937500 Penalty: 796.657349
	Iteration 33Q: 3 clusters Score -228106.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -228123.890625 Penalty: 796.657349
	Iteration 34Q: 3 clusters Score -228123.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -228136.296875 Penalty: 796.657349
	Iteration 35Q: 3 clusters Score -228136.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -228145.656250 Penalty: 796.657349
	Iteration 36Q: 3 clusters Score -228145.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -228153.781250 Penalty: 796.657349
	Iteration 37Q: 3 clusters Score -228153.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -228159.156250 Penalty: 796.657349
	Iteration 38Q: 3 clusters Score -228159.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -228164.359375 Penalty: 796.657349
	Iteration 39Q: 3 clusters Score -228164.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -228170.640625 Penalty: 796.657349
	Iteration 40F: 3 clusters Score -228170.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -228175.375000 Penalty: 796.657349
	Iteration 41Q: 3 clusters Score -228175.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -228180.500000 Penalty: 796.657349
	Iteration 42Q: 3 clusters Score -228180.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -228183.140625 Penalty: 796.657349
	Iteration 43Q: 3 clusters Score -228183.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -228186.812500 Penalty: 796.657349
	Iteration 44Q: 3 clusters Score -228186.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -228190.015625 Penalty: 796.657349
	Iteration 45Q: 3 clusters Score -228190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -228191.734375 Penalty: 796.657349
	Iteration 46Q: 3 clusters Score -228191.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -228193.546875 Penalty: 796.657349
	Iteration 47Q: 3 clusters Score -228193.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -228195.171875 Penalty: 796.657349
	Iteration 48Q: 3 clusters Score -228195.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -228196.328125 Penalty: 796.657349
	Iteration 49Q: 3 clusters Score -228196.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -228198.187500 Penalty: 796.657349
	Iteration 50Q: 3 clusters Score -228198.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -228198.546875 Penalty: 796.657349
	Iteration 51Q: 3 clusters Score -228198.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -228199.062500 Penalty: 796.657349
	Iteration 52Q: 3 clusters Score -228199.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -228200.250000 Penalty: 796.657349
	Iteration 53Q: 3 clusters Score -228200.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -228201.281250 Penalty: 796.657349
	Iteration 54Q: 3 clusters Score -228201.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -228201.765625 Penalty: 796.657349
	Iteration 55Q: 3 clusters Score -228201.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -228201.765625 Penalty: 796.657349
	Iteration 56F: 3 clusters Score -228201.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (20755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Entering Unmasked Estep 
Score: -778474.250000 Penalty: 452.294678
	Iteration 0F: 2 clusters Score -778474.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -764715.625000 Penalty: 904.589355
	Iteration 0F: 3 clusters Score -764715.6 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -770535.062500 Penalty: 904.589355
	Iteration 1F: 3 clusters Score -770535.1 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -771114.062500 Penalty: 904.589355
	Iteration 2F: 3 clusters Score -771114.1 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -771958.125000 Penalty: 904.589355
	Iteration 3F: 3 clusters Score -771958.1 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -773106.562500 Penalty: 904.589355
	Iteration 4F: 3 clusters Score -773106.6 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -774298.500000 Penalty: 904.589355
	Iteration 5F: 3 clusters Score -774298.5 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -775044.625000 Penalty: 904.589355
	Iteration 6F: 3 clusters Score -775044.6 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -775495.562500 Penalty: 904.589355
	Iteration 7Q: 3 clusters Score -775495.6 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -775840.750000 Penalty: 904.589355
	Iteration 8Q: 3 clusters Score -775840.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -776159.000000 Penalty: 904.589355
	Iteration 9Q: 3 clusters Score -776159 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -776505.125000 Penalty: 904.589355
	Iteration 10Q: 3 clusters Score -776505.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -776879.187500 Penalty: 904.589355
	Iteration 11Q: 3 clusters Score -776879.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -777178.875000 Penalty: 904.589355
	Iteration 12Q: 3 clusters Score -777178.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -777390.437500 Penalty: 904.589355
	Iteration 13Q: 3 clusters Score -777390.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -777518.062500 Penalty: 904.589355
	Iteration 14Q: 3 clusters Score -777518.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -777583.750000 Penalty: 904.589355
	Iteration 15Q: 3 clusters Score -777583.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -777624.000000 Penalty: 904.589355
	Iteration 16Q: 3 clusters Score -777624 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -777654.687500 Penalty: 904.589355
	Iteration 17Q: 3 clusters Score -777654.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -777675.062500 Penalty: 904.589355
	Iteration 18Q: 3 clusters Score -777675.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -777696.000000 Penalty: 904.589355
	Iteration 19Q: 3 clusters Score -777696 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -777718.500000 Penalty: 904.589355
	Iteration 20F: 3 clusters Score -777718.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -777735.125000 Penalty: 904.589355
	Iteration 21Q: 3 clusters Score -777735.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -777750.125000 Penalty: 904.589355
	Iteration 22Q: 3 clusters Score -777750.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -777764.937500 Penalty: 904.589355
	Iteration 23Q: 3 clusters Score -777764.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -777775.937500 Penalty: 904.589355
	Iteration 24Q: 3 clusters Score -777775.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -777789.250000 Penalty: 904.589355
	Iteration 25Q: 3 clusters Score -777789.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -777808.437500 Penalty: 904.589355
	Iteration 26Q: 3 clusters Score -777808.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -777832.812500 Penalty: 904.589355
	Iteration 27Q: 3 clusters Score -777832.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -777858.437500 Penalty: 904.589355
	Iteration 28Q: 3 clusters Score -777858.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -777877.625000 Penalty: 904.589355
	Iteration 29Q: 3 clusters Score -777877.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -777886.812500 Penalty: 904.589355
	Iteration 30Q: 3 clusters Score -777886.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -777900.750000 Penalty: 904.589355
	Iteration 31Q: 3 clusters Score -777900.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -777912.875000 Penalty: 904.589355
	Iteration 32Q: 3 clusters Score -777912.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -777922.125000 Penalty: 904.589355
	Iteration 33Q: 3 clusters Score -777922.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -777934.875000 Penalty: 904.589355
	Iteration 34Q: 3 clusters Score -777934.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -777941.000000 Penalty: 904.589355
	Iteration 35Q: 3 clusters Score -777941 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -777946.625000 Penalty: 904.589355
	Iteration 36Q: 3 clusters Score -777946.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -777956.187500 Penalty: 904.589355
	Iteration 37Q: 3 clusters Score -777956.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -777962.687500 Penalty: 904.589355
	Iteration 38Q: 3 clusters Score -777962.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -777973.875000 Penalty: 904.589355
	Iteration 39Q: 3 clusters Score -777973.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -777975.625000 Penalty: 904.589355
	Iteration 40F: 3 clusters Score -777975.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -777980.062500 Penalty: 904.589355
	Iteration 41Q: 3 clusters Score -777980.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -777987.750000 Penalty: 904.589355
	Iteration 42Q: 3 clusters Score -777987.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -777995.437500 Penalty: 904.589355
	Iteration 43Q: 3 clusters Score -777995.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -778001.062500 Penalty: 904.589355
	Iteration 44Q: 3 clusters Score -778001.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -778002.937500 Penalty: 904.589355
	Iteration 45Q: 3 clusters Score -778002.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -778005.250000 Penalty: 904.589355
	Iteration 46Q: 3 clusters Score -778005.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -778004.625000 Penalty: 904.589355
	Iteration 47Q: 3 clusters Score -778004.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -778006.937500 Penalty: 904.589355
	Iteration 48Q: 3 clusters Score -778006.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -778011.375000 Penalty: 904.589355
	Iteration 49Q: 3 clusters Score -778011.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -778013.625000 Penalty: 904.589355
	Iteration 50Q: 3 clusters Score -778013.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -778014.187500 Penalty: 904.589355
	Iteration 51Q: 3 clusters Score -778014.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -778014.312500 Penalty: 904.589355
	Iteration 52Q: 3 clusters Score -778014.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -778013.500000 Penalty: 904.589355
	Iteration 53Q: 3 clusters Score -778013.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -778015.000000 Penalty: 904.589355
	Iteration 54Q: 3 clusters Score -778015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -778016.937500 Penalty: 904.589355
	Iteration 55Q: 3 clusters Score -778016.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -778018.562500 Penalty: 904.589355
	Iteration 56Q: 3 clusters Score -778018.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -778019.312500 Penalty: 904.589355
	Iteration 57Q: 3 clusters Score -778019.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -778021.187500 Penalty: 904.589355
	Iteration 58Q: 3 clusters Score -778021.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -778023.187500 Penalty: 904.589355
	Iteration 59Q: 3 clusters Score -778023.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -778023.875000 Penalty: 904.589355
	Iteration 60F: 3 clusters Score -778023.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -778025.812500 Penalty: 904.589355
	Iteration 61Q: 3 clusters Score -778025.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -778024.812500 Penalty: 904.589355
	Iteration 62Q: 3 clusters Score -778024.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -778026.437500 Penalty: 904.589355
	Iteration 63Q: 3 clusters Score -778026.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -778029.062500 Penalty: 904.589355
	Iteration 64Q: 3 clusters Score -778029.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -778027.937500 Penalty: 904.589355
	Iteration 65Q: 3 clusters Score -778027.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -778028.312500 Penalty: 904.589355
	Iteration 66Q: 3 clusters Score -778028.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -778027.625000 Penalty: 904.589355
	Iteration 67Q: 3 clusters Score -778027.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -778028.812500 Penalty: 904.589355
	Iteration 68Q: 3 clusters Score -778028.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -778028.125000 Penalty: 904.589355
	Iteration 69Q: 3 clusters Score -778028.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -778028.312500 Penalty: 904.589355
	Iteration 70Q: 3 clusters Score -778028.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -778028.312500 Penalty: 904.589355
	Iteration 71Q: 3 clusters Score -778028.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -778028.125000 Penalty: 904.589355
	Iteration 72Q: 3 clusters Score -778028.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -778027.000000 Penalty: 904.589355
	Iteration 73Q: 3 clusters Score -778027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -778027.500000 Penalty: 904.589355
	Iteration 74Q: 3 clusters Score -778027.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -778028.187500 Penalty: 904.589355
	Iteration 75Q: 3 clusters Score -778028.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -778028.125000 Penalty: 904.589355
	Iteration 76Q: 3 clusters Score -778028.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -778030.000000 Penalty: 904.589355
	Iteration 77Q: 3 clusters Score -778030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -778030.187500 Penalty: 904.589355
	Iteration 78Q: 3 clusters Score -778030.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -778031.875000 Penalty: 904.589355
	Iteration 79Q: 3 clusters Score -778031.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -778030.937500 Penalty: 904.589355
	Iteration 80F: 3 clusters Score -778030.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -778031.000000 Penalty: 904.589355
	Iteration 81Q: 3 clusters Score -778031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -778032.062500 Penalty: 904.589355
	Iteration 82Q: 3 clusters Score -778032.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -778030.562500 Penalty: 904.589355
	Iteration 83Q: 3 clusters Score -778030.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -778031.625000 Penalty: 904.589355
	Iteration 84Q: 3 clusters Score -778031.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -778033.625000 Penalty: 904.589355
	Iteration 85Q: 3 clusters Score -778033.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -778033.625000 Penalty: 904.589355
	Iteration 86Q: 3 clusters Score -778033.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -778034.625000 Penalty: 904.589355
	Iteration 87Q: 3 clusters Score -778034.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -778034.562500 Penalty: 904.589355
	Iteration 88Q: 3 clusters Score -778034.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -778035.125000 Penalty: 904.589355
	Iteration 89Q: 3 clusters Score -778035.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -778034.125000 Penalty: 904.589355
	Iteration 90Q: 3 clusters Score -778034.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -778033.312500 Penalty: 904.589355
	Iteration 91Q: 3 clusters Score -778033.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -778033.312500 Penalty: 904.589355
	Iteration 92F: 3 clusters Score -778033.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Entering Unmasked Estep 
Score: -131838.546875 Penalty: 374.187225
	Iteration 0F: 2 clusters Score -131838.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -129306.273438 Penalty: 748.374451
	Iteration 0F: 3 clusters Score -129306.3 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -130443.351562 Penalty: 748.374451
	Iteration 1F: 3 clusters Score -130443.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -130704.054688 Penalty: 748.374451
	Iteration 2F: 3 clusters Score -130704.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -130940.968750 Penalty: 748.374451
	Iteration 3F: 3 clusters Score -130941 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -131106.375000 Penalty: 748.374451
	Iteration 4F: 3 clusters Score -131106.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -131227.687500 Penalty: 748.374451
	Iteration 5Q: 3 clusters Score -131227.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -131309.281250 Penalty: 748.374451
	Iteration 6Q: 3 clusters Score -131309.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -131353.328125 Penalty: 748.374451
	Iteration 7Q: 3 clusters Score -131353.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -131378.281250 Penalty: 748.374451
	Iteration 8Q: 3 clusters Score -131378.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -131395.109375 Penalty: 748.374451
	Iteration 9Q: 3 clusters Score -131395.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -131413.671875 Penalty: 748.374451
	Iteration 10Q: 3 clusters Score -131413.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -131427.343750 Penalty: 748.374451
	Iteration 11Q: 3 clusters Score -131427.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -131434.734375 Penalty: 748.374451
	Iteration 12Q: 3 clusters Score -131434.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -131445.406250 Penalty: 748.374451
	Iteration 13Q: 3 clusters Score -131445.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -131462.625000 Penalty: 748.374451
	Iteration 14Q: 3 clusters Score -131462.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -131473.937500 Penalty: 748.374451
	Iteration 15Q: 3 clusters Score -131473.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -131481.390625 Penalty: 748.374451
	Iteration 16Q: 3 clusters Score -131481.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -131484.843750 Penalty: 748.374451
	Iteration 17Q: 3 clusters Score -131484.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -131488.625000 Penalty: 748.374451
	Iteration 18Q: 3 clusters Score -131488.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -131490.578125 Penalty: 748.374451
	Iteration 19Q: 3 clusters Score -131490.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -131494.875000 Penalty: 748.374451
	Iteration 20F: 3 clusters Score -131494.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -131500.093750 Penalty: 748.374451
	Iteration 21Q: 3 clusters Score -131500.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -131504.453125 Penalty: 748.374451
	Iteration 22Q: 3 clusters Score -131504.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -131505.359375 Penalty: 748.374451
	Iteration 23Q: 3 clusters Score -131505.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -131506.062500 Penalty: 748.374451
	Iteration 24Q: 3 clusters Score -131506.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -131506.671875 Penalty: 748.374451
	Iteration 25Q: 3 clusters Score -131506.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -131507.015625 Penalty: 748.374451
	Iteration 26Q: 3 clusters Score -131507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -131507.015625 Penalty: 748.374451
	Iteration 27F: 3 clusters Score -131507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -309077.968750 Penalty: 412.340118
	Iteration 0F: 2 clusters Score -309078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -303263.875000 Penalty: 824.680237
	Iteration 0F: 3 clusters Score -303263.9 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -305751.343750 Penalty: 824.680237
	Iteration 1F: 3 clusters Score -305751.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -306004.906250 Penalty: 824.680237
	Iteration 2F: 3 clusters Score -306004.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -306275.750000 Penalty: 824.680237
	Iteration 3F: 3 clusters Score -306275.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -306568.093750 Penalty: 824.680237
	Iteration 4F: 3 clusters Score -306568.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -306885.812500 Penalty: 824.680237
	Iteration 5F: 3 clusters Score -306885.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -307232.468750 Penalty: 824.680237
	Iteration 6F: 3 clusters Score -307232.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -307510.281250 Penalty: 824.680237
	Iteration 7F: 3 clusters Score -307510.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -307670.218750 Penalty: 824.680237
	Iteration 8Q: 3 clusters Score -307670.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -307757.812500 Penalty: 824.680237
	Iteration 9Q: 3 clusters Score -307757.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -307835.531250 Penalty: 824.680237
	Iteration 10Q: 3 clusters Score -307835.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -307902.406250 Penalty: 824.680237
	Iteration 11Q: 3 clusters Score -307902.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -307958.687500 Penalty: 824.680237
	Iteration 12Q: 3 clusters Score -307958.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -308017.531250 Penalty: 824.680237
	Iteration 13Q: 3 clusters Score -308017.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -308086.968750 Penalty: 824.680237
	Iteration 14Q: 3 clusters Score -308087 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -308157.500000 Penalty: 824.680237
	Iteration 15Q: 3 clusters Score -308157.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -308208.750000 Penalty: 824.680237
	Iteration 16Q: 3 clusters Score -308208.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -308245.687500 Penalty: 824.680237
	Iteration 17Q: 3 clusters Score -308245.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -308291.343750 Penalty: 824.680237
	Iteration 18Q: 3 clusters Score -308291.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -308334.625000 Penalty: 824.680237
	Iteration 19Q: 3 clusters Score -308334.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -308383.343750 Penalty: 824.680237
	Iteration 20F: 3 clusters Score -308383.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -308442.125000 Penalty: 824.680237
	Iteration 21Q: 3 clusters Score -308442.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -308480.781250 Penalty: 824.680237
	Iteration 22Q: 3 clusters Score -308480.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -308503.187500 Penalty: 824.680237
	Iteration 23Q: 3 clusters Score -308503.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -308518.687500 Penalty: 824.680237
	Iteration 24Q: 3 clusters Score -308518.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -308530.593750 Penalty: 824.680237
	Iteration 25Q: 3 clusters Score -308530.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -308544.781250 Penalty: 824.680237
	Iteration 26Q: 3 clusters Score -308544.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -308553.562500 Penalty: 824.680237
	Iteration 27Q: 3 clusters Score -308553.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -308559.500000 Penalty: 824.680237
	Iteration 28Q: 3 clusters Score -308559.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -308563.687500 Penalty: 824.680237
	Iteration 29Q: 3 clusters Score -308563.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -308567.781250 Penalty: 824.680237
	Iteration 30Q: 3 clusters Score -308567.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -308569.125000 Penalty: 824.680237
	Iteration 31Q: 3 clusters Score -308569.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -308571.531250 Penalty: 824.680237
	Iteration 32Q: 3 clusters Score -308571.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -308573.593750 Penalty: 824.680237
	Iteration 33Q: 3 clusters Score -308573.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -308575.718750 Penalty: 824.680237
	Iteration 34Q: 3 clusters Score -308575.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -308578.093750 Penalty: 824.680237
	Iteration 35Q: 3 clusters Score -308578.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -308580.406250 Penalty: 824.680237
	Iteration 36Q: 3 clusters Score -308580.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -308583.000000 Penalty: 824.680237
	Iteration 37Q: 3 clusters Score -308583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -308585.062500 Penalty: 824.680237
	Iteration 38Q: 3 clusters Score -308585.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -308587.062500 Penalty: 824.680237
	Iteration 39Q: 3 clusters Score -308587.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -308588.093750 Penalty: 824.680237
	Iteration 40F: 3 clusters Score -308588.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -308590.906250 Penalty: 824.680237
	Iteration 41Q: 3 clusters Score -308590.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -308591.843750 Penalty: 824.680237
	Iteration 42Q: 3 clusters Score -308591.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -308594.000000 Penalty: 824.680237
	Iteration 43Q: 3 clusters Score -308594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -308595.656250 Penalty: 824.680237
	Iteration 44Q: 3 clusters Score -308595.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -308596.656250 Penalty: 824.680237
	Iteration 45Q: 3 clusters Score -308596.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -308596.687500 Penalty: 824.680237
	Iteration 46Q: 3 clusters Score -308596.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -308598.781250 Penalty: 824.680237
	Iteration 47Q: 3 clusters Score -308598.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -308600.843750 Penalty: 824.680237
	Iteration 48Q: 3 clusters Score -308600.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -308603.406250 Penalty: 824.680237
	Iteration 49Q: 3 clusters Score -308603.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -308605.562500 Penalty: 824.680237
	Iteration 50Q: 3 clusters Score -308605.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -308608.687500 Penalty: 824.680237
	Iteration 51Q: 3 clusters Score -308608.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -308609.187500 Penalty: 824.680237
	Iteration 52Q: 3 clusters Score -308609.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -308610.343750 Penalty: 824.680237
	Iteration 53Q: 3 clusters Score -308610.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -308610.562500 Penalty: 824.680237
	Iteration 54Q: 3 clusters Score -308610.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -308611.375000 Penalty: 824.680237
	Iteration 55Q: 3 clusters Score -308611.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -308612.281250 Penalty: 824.680237
	Iteration 56Q: 3 clusters Score -308612.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -308613.562500 Penalty: 824.680237
	Iteration 57Q: 3 clusters Score -308613.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -308615.031250 Penalty: 824.680237
	Iteration 58Q: 3 clusters Score -308615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -308615.500000 Penalty: 824.680237
	Iteration 59Q: 3 clusters Score -308615.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -308616.156250 Penalty: 824.680237
	Iteration 60F: 3 clusters Score -308616.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -308618.531250 Penalty: 824.680237
	Iteration 61Q: 3 clusters Score -308618.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -308618.875000 Penalty: 824.680237
	Iteration 62Q: 3 clusters Score -308618.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -308620.250000 Penalty: 824.680237
	Iteration 63Q: 3 clusters Score -308620.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -308621.031250 Penalty: 824.680237
	Iteration 64Q: 3 clusters Score -308621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -308622.031250 Penalty: 824.680237
	Iteration 65Q: 3 clusters Score -308622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -308621.500000 Penalty: 824.680237
	Iteration 66Q: 3 clusters Score -308621.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -308622.781250 Penalty: 824.680237
	Iteration 67Q: 3 clusters Score -308622.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -308622.812500 Penalty: 824.680237
	Iteration 68Q: 3 clusters Score -308622.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -308622.812500 Penalty: 824.680237
	Iteration 69Q: 3 clusters Score -308622.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -308623.281250 Penalty: 824.680237
	Iteration 70Q: 3 clusters Score -308623.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -308623.781250 Penalty: 824.680237
	Iteration 71Q: 3 clusters Score -308623.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -308625.218750 Penalty: 824.680237
	Iteration 72Q: 3 clusters Score -308625.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -308626.812500 Penalty: 824.680237
	Iteration 73Q: 3 clusters Score -308626.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -308627.437500 Penalty: 824.680237
	Iteration 74Q: 3 clusters Score -308627.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -308628.187500 Penalty: 824.680237
	Iteration 75Q: 3 clusters Score -308628.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -308628.906250 Penalty: 824.680237
	Iteration 76Q: 3 clusters Score -308628.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -308632.906250 Penalty: 824.680237
	Iteration 77Q: 3 clusters Score -308632.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -308633.562500 Penalty: 824.680237
	Iteration 78Q: 3 clusters Score -308633.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -308634.812500 Penalty: 824.680237
	Iteration 79Q: 3 clusters Score -308634.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -308637.843750 Penalty: 824.680237
	Iteration 80F: 3 clusters Score -308637.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -308640.812500 Penalty: 824.680237
	Iteration 81Q: 3 clusters Score -308640.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -308642.406250 Penalty: 824.680237
	Iteration 82Q: 3 clusters Score -308642.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -308643.875000 Penalty: 824.680237
	Iteration 83Q: 3 clusters Score -308643.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -308644.750000 Penalty: 824.680237
	Iteration 84Q: 3 clusters Score -308644.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -308645.968750 Penalty: 824.680237
	Iteration 85Q: 3 clusters Score -308646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -308646.812500 Penalty: 824.680237
	Iteration 86Q: 3 clusters Score -308646.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -308647.093750 Penalty: 824.680237
	Iteration 87Q: 3 clusters Score -308647.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -308648.062500 Penalty: 824.680237
	Iteration 88Q: 3 clusters Score -308648.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -308647.843750 Penalty: 824.680237
	Iteration 89Q: 3 clusters Score -308647.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -308648.656250 Penalty: 824.680237
	Iteration 90Q: 3 clusters Score -308648.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -308648.500000 Penalty: 824.680237
	Iteration 91Q: 3 clusters Score -308648.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -308650.312500 Penalty: 824.680237
	Iteration 92Q: 3 clusters Score -308650.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -308649.968750 Penalty: 824.680237
	Iteration 93Q: 3 clusters Score -308650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -308650.125000 Penalty: 824.680237
	Iteration 94Q: 3 clusters Score -308650.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -308650.968750 Penalty: 824.680237
	Iteration 95Q: 3 clusters Score -308651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -308651.812500 Penalty: 824.680237
	Iteration 96Q: 3 clusters Score -308651.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -308653.156250 Penalty: 824.680237
	Iteration 97Q: 3 clusters Score -308653.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -308655.218750 Penalty: 824.680237
	Iteration 98Q: 3 clusters Score -308655.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -308656.812500 Penalty: 824.680237
	Iteration 99Q: 3 clusters Score -308656.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -308659.218750 Penalty: 824.680237
	Iteration 100F: 3 clusters Score -308659.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -308660.656250 Penalty: 824.680237
	Iteration 101Q: 3 clusters Score -308660.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -308661.187500 Penalty: 824.680237
	Iteration 102Q: 3 clusters Score -308661.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -308662.031250 Penalty: 824.680237
	Iteration 103Q: 3 clusters Score -308662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -308664.125000 Penalty: 824.680237
	Iteration 104Q: 3 clusters Score -308664.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -308665.218750 Penalty: 824.680237
	Iteration 105Q: 3 clusters Score -308665.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -308669.000000 Penalty: 824.680237
	Iteration 106Q: 3 clusters Score -308669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -308669.500000 Penalty: 824.680237
	Iteration 107Q: 3 clusters Score -308669.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -308670.718750 Penalty: 824.680237
	Iteration 108Q: 3 clusters Score -308670.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -308671.437500 Penalty: 824.680237
	Iteration 109Q: 3 clusters Score -308671.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -308672.968750 Penalty: 824.680237
	Iteration 110Q: 3 clusters Score -308673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -308673.687500 Penalty: 824.680237
	Iteration 111Q: 3 clusters Score -308673.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -308675.093750 Penalty: 824.680237
	Iteration 112Q: 3 clusters Score -308675.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -308676.750000 Penalty: 824.680237
	Iteration 113Q: 3 clusters Score -308676.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -308676.656250 Penalty: 824.680237
	Iteration 114Q: 3 clusters Score -308676.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -308678.093750 Penalty: 824.680237
	Iteration 115Q: 3 clusters Score -308678.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -308679.875000 Penalty: 824.680237
	Iteration 116Q: 3 clusters Score -308679.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -308681.468750 Penalty: 824.680237
	Iteration 117Q: 3 clusters Score -308681.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -308682.375000 Penalty: 824.680237
	Iteration 118Q: 3 clusters Score -308682.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -308684.062500 Penalty: 824.680237
	Iteration 119Q: 3 clusters Score -308684.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -308684.593750 Penalty: 824.680237
	Iteration 120F: 3 clusters Score -308684.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -308684.937500 Penalty: 824.680237
	Iteration 121Q: 3 clusters Score -308684.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -308685.500000 Penalty: 824.680237
	Iteration 122Q: 3 clusters Score -308685.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -308686.718750 Penalty: 824.680237
	Iteration 123Q: 3 clusters Score -308686.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -308687.406250 Penalty: 824.680237
	Iteration 124Q: 3 clusters Score -308687.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -308688.062500 Penalty: 824.680237
	Iteration 125Q: 3 clusters Score -308688.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -308688.500000 Penalty: 824.680237
	Iteration 126Q: 3 clusters Score -308688.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -308689.156250 Penalty: 824.680237
	Iteration 127Q: 3 clusters Score -308689.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -308691.531250 Penalty: 824.680237
	Iteration 128Q: 3 clusters Score -308691.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -308693.156250 Penalty: 824.680237
	Iteration 129Q: 3 clusters Score -308693.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -308693.625000 Penalty: 824.680237
	Iteration 130Q: 3 clusters Score -308693.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -308694.375000 Penalty: 824.680237
	Iteration 131Q: 3 clusters Score -308694.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -308694.625000 Penalty: 824.680237
	Iteration 132Q: 3 clusters Score -308694.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -308695.781250 Penalty: 824.680237
	Iteration 133Q: 3 clusters Score -308695.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -308695.062500 Penalty: 824.680237
	Iteration 134Q: 3 clusters Score -308695.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -308695.250000 Penalty: 824.680237
	Iteration 135Q: 3 clusters Score -308695.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -308696.562500 Penalty: 824.680237
	Iteration 136Q: 3 clusters Score -308696.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -308697.750000 Penalty: 824.680237
	Iteration 137Q: 3 clusters Score -308697.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -308697.562500 Penalty: 824.680237
	Iteration 138Q: 3 clusters Score -308697.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -308698.562500 Penalty: 824.680237
	Iteration 139Q: 3 clusters Score -308698.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -308700.343750 Penalty: 824.680237
	Iteration 140F: 3 clusters Score -308700.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -308701.906250 Penalty: 824.680237
	Iteration 141Q: 3 clusters Score -308701.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -308703.750000 Penalty: 824.680237
	Iteration 142Q: 3 clusters Score -308703.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -308706.375000 Penalty: 824.680237
	Iteration 143Q: 3 clusters Score -308706.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -308708.843750 Penalty: 824.680237
	Iteration 144Q: 3 clusters Score -308708.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -308712.625000 Penalty: 824.680237
	Iteration 145Q: 3 clusters Score -308712.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -308716.250000 Penalty: 824.680237
	Iteration 146Q: 3 clusters Score -308716.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -308717.312500 Penalty: 824.680237
	Iteration 147Q: 3 clusters Score -308717.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -308719.000000 Penalty: 824.680237
	Iteration 148Q: 3 clusters Score -308719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -308721.031250 Penalty: 824.680237
	Iteration 149Q: 3 clusters Score -308721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -308723.906250 Penalty: 824.680237
	Iteration 150Q: 3 clusters Score -308723.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -308726.218750 Penalty: 824.680237
	Iteration 151Q: 3 clusters Score -308726.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -308726.750000 Penalty: 824.680237
	Iteration 152Q: 3 clusters Score -308726.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -308726.875000 Penalty: 824.680237
	Iteration 153Q: 3 clusters Score -308726.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -308727.375000 Penalty: 824.680237
	Iteration 154Q: 3 clusters Score -308727.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -308729.750000 Penalty: 824.680237
	Iteration 155Q: 3 clusters Score -308729.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -308730.500000 Penalty: 824.680237
	Iteration 156Q: 3 clusters Score -308730.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -308731.125000 Penalty: 824.680237
	Iteration 157Q: 3 clusters Score -308731.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -308732.125000 Penalty: 824.680237
	Iteration 158Q: 3 clusters Score -308732.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -308731.625000 Penalty: 824.680237
	Iteration 159Q: 3 clusters Score -308731.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -308733.593750 Penalty: 824.680237
	Iteration 160F: 3 clusters Score -308733.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -308732.968750 Penalty: 824.680237
	Iteration 161Q: 3 clusters Score -308733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -308733.687500 Penalty: 824.680237
	Iteration 162Q: 3 clusters Score -308733.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -308733.500000 Penalty: 824.680237
	Iteration 163Q: 3 clusters Score -308733.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -308733.500000 Penalty: 824.680237
	Iteration 164F: 3 clusters Score -308733.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11904 members 
Mstep: Class 3 contains 2636 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 10250 members 
Mstep: Class 6 contains 477640 members 
Mstep: Class 7 contains 13413 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 1420 members 
Mstep: Class 10 contains 10925 members 
Mstep: Class 11 contains 6180 members 
Mstep: Class 12 contains 12720 members 
Mstep: Class 13 contains 6787 members 
Mstep: Class 14 contains 9920 members 
Mstep: Class 15 contains 12513 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 7078 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 7665 members 
Mstep: Class 20 contains 1467 members 
Mstep: Class 21 contains 9335 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 3181 members 
Mstep: Class 24 contains 3272 members 
Mstep: Class 25 contains 17379 members 
Mstep: Class 26 contains 106100 members 
Mstep: Class 27 contains 3035 members 
Mstep: Class 28 contains 793 members 
Mstep: Class 29 contains 872 members 
Mstep: Class 30 contains 14174 members 
Mstep: Class 31 contains 524 members 
Mstep: Class 32 contains 3854 members 
Mstep: Class 33 contains 3564 members 
Mstep: Class 34 contains 7206 members 
Mstep: Class 35 contains 561086 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 6339 members 
Mstep: Class 38 contains 20755 members 
Mstep: Class 39 contains 3729 members 
Mstep: Class 40 contains 8625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377368.000000 Penalty: 27671.500000
Iteration 119Q: 44 clusters Score -5.037737e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11887 members 
Mstep: Class 3 contains 2663 members 
Mstep: Class 4 contains 2768 members 
Mstep: Class 5 contains 10238 members 
Mstep: Class 6 contains 477377 members 
Mstep: Class 7 contains 13433 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 10 contains 10918 members 
Mstep: Class 11 contains 6184 members 
Mstep: Class 12 contains 12710 members 
Mstep: Class 13 contains 6788 members 
Mstep: Class 14 contains 9920 members 
Mstep: Class 15 contains 12794 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 7093 members 
Mstep: Class 18 contains 5375 members 
Mstep: Class 19 contains 7664 members 
Mstep: Class 20 contains 1586 members 
Mstep: Class 21 contains 9693 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 3182 members 
Mstep: Class 24 contains 3271 members 
Mstep: Class 25 contains 17357 members 
Mstep: Class 26 contains 106112 members 
Mstep: Class 27 contains 3038 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 874 members 
Mstep: Class 30 contains 14164 members 
Mstep: Class 31 contains 525 members 
Mstep: Class 32 contains 3873 members 
Mstep: Class 33 contains 3589 members 
Mstep: Class 34 contains 7213 members 
Mstep: Class 35 contains 560870 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 6313 members 
Mstep: Class 38 contains 20741 members 
Mstep: Class 39 contains 3728 members 
Mstep: Class 40 contains 8562 members 
Mstep: Class 41 contains 1283 members 
Mstep: Class 42 contains 3937 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378160.000000 Penalty: 27671.500000
Iteration 120F: 44 clusters Score -5.037816e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11868 members 
Mstep: Class 3 contains 2652 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 10216 members 
Mstep: Class 6 contains 477210 members 
Mstep: Class 7 contains 13453 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 1385 members 
Mstep: Class 10 contains 10856 members 
Mstep: Class 11 contains 6184 members 
Mstep: Class 12 contains 12715 members 
Mstep: Class 13 contains 6796 members 
Mstep: Class 14 contains 9920 members 
Mstep: Class 15 contains 12906 members 
Mstep: Class 16 contains 1812 members 
Mstep: Class 17 contains 7101 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 7666 members 
Mstep: Class 20 contains 1697 members 
Mstep: Class 21 contains 9889 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 3183 members 
Mstep: Class 24 contains 3268 members 
Mstep: Class 25 contains 17352 members 
Mstep: Class 26 contains 106119 members 
Mstep: Class 27 contains 3041 members 
Mstep: Class 28 contains 793 members 
Mstep: Class 29 contains 848 members 
Mstep: Class 30 contains 14150 members 
Mstep: Class 31 contains 518 members 
Mstep: Class 32 contains 3903 members 
Mstep: Class 33 contains 3565 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 560718 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 6287 members 
Mstep: Class 38 contains 20731 members 
Mstep: Class 39 contains 3727 members 
Mstep: Class 40 contains 8505 members 
Mstep: Class 41 contains 1327 members 
Mstep: Class 42 contains 3986 members 
Mstep: Class 43 contains 1301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378464.000000 Penalty: 27671.500000
Iteration 121Q: 44 clusters Score -5.037846e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11860 members 
Mstep: Class 3 contains 2656 members 
Mstep: Class 4 contains 2706 members 
Mstep: Class 5 contains 10195 members 
Mstep: Class 6 contains 477122 members 
Mstep: Class 7 contains 13470 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 10816 members 
Mstep: Class 11 contains 6187 members 
Mstep: Class 12 contains 12709 members 
Mstep: Class 13 contains 6809 members 
Mstep: Class 14 contains 9918 members 
Mstep: Class 15 contains 12959 members 
Mstep: Class 16 contains 1812 members 
Mstep: Class 17 contains 7100 members 
Mstep: Class 18 contains 5364 members 
Mstep: Class 19 contains 7672 members 
Mstep: Class 20 contains 1814 members 
Mstep: Class 21 contains 10050 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 3263 members 
Mstep: Class 25 contains 17346 members 
Mstep: Class 26 contains 106123 members 
Mstep: Class 27 contains 3045 members 
Mstep: Class 28 contains 791 members 
Mstep: Class 29 contains 837 members 
Mstep: Class 30 contains 14135 members 
Mstep: Class 31 contains 513 members 
Mstep: Class 32 contains 3928 members 
Mstep: Class 33 contains 3549 members 
Mstep: Class 34 contains 7225 members 
Mstep: Class 35 contains 560583 members 
Mstep: Class 36 contains 706 members 
Mstep: Class 37 contains 6270 members 
Mstep: Class 38 contains 20728 members 
Mstep: Class 39 contains 3724 members 
Mstep: Class 40 contains 8430 members 
Mstep: Class 41 contains 1357 members 
Mstep: Class 42 contains 4016 members 
Mstep: Class 43 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378516.000000 Penalty: 27671.500000
Iteration 122Q: 44 clusters Score -5.037852e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11857 members 
Mstep: Class 3 contains 2664 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 10167 members 
Mstep: Class 6 contains 477063 members 
Mstep: Class 7 contains 13484 members 
Mstep: Class 8 contains 2477 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 10780 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12701 members 
Mstep: Class 13 contains 6833 members 
Mstep: Class 14 contains 9913 members 
Mstep: Class 15 contains 12991 members 
Mstep: Class 16 contains 1812 members 
Mstep: Class 17 contains 7102 members 
Mstep: Class 18 contains 5359 members 
Mstep: Class 19 contains 7679 members 
Mstep: Class 20 contains 1889 members 
Mstep: Class 21 contains 10183 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 3183 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 17345 members 
Mstep: Class 26 contains 106122 members 
Mstep: Class 27 contains 3047 members 
Mstep: Class 28 contains 789 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 14128 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 3946 members 
Mstep: Class 33 contains 3538 members 
Mstep: Class 34 contains 7229 members 
Mstep: Class 35 contains 560468 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 6256 members 
Mstep: Class 38 contains 20721 members 
Mstep: Class 39 contains 3721 members 
Mstep: Class 40 contains 8380 members 
Mstep: Class 41 contains 1373 members 
Mstep: Class 42 contains 4044 members 
Mstep: Class 43 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378580.000000 Penalty: 27671.500000
Iteration 123Q: 44 clusters Score -5.037858e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11855 members 
Mstep: Class 3 contains 2662 members 
Mstep: Class 4 contains 2657 members 
Mstep: Class 5 contains 10154 members 
Mstep: Class 6 contains 477007 members 
Mstep: Class 7 contains 13508 members 
Mstep: Class 8 contains 2484 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 10757 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12702 members 
Mstep: Class 13 contains 6845 members 
Mstep: Class 14 contains 9911 members 
Mstep: Class 15 contains 13012 members 
Mstep: Class 16 contains 1809 members 
Mstep: Class 17 contains 7108 members 
Mstep: Class 18 contains 5360 members 
Mstep: Class 19 contains 7683 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 10288 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 3256 members 
Mstep: Class 25 contains 17344 members 
Mstep: Class 26 contains 106127 members 
Mstep: Class 27 contains 3050 members 
Mstep: Class 28 contains 789 members 
Mstep: Class 29 contains 829 members 
Mstep: Class 30 contains 14108 members 
Mstep: Class 31 contains 510 members 
Mstep: Class 32 contains 3967 members 
Mstep: Class 33 contains 3532 members 
Mstep: Class 34 contains 7234 members 
Mstep: Class 35 contains 560358 members 
Mstep: Class 36 contains 710 members 
Mstep: Class 37 contains 6246 members 
Mstep: Class 38 contains 20713 members 
Mstep: Class 39 contains 3723 members 
Mstep: Class 40 contains 8330 members 
Mstep: Class 41 contains 1386 members 
Mstep: Class 42 contains 4063 members 
Mstep: Class 43 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378544.000000 Penalty: 27671.500000
Iteration 124Q: 44 clusters Score -5.037854e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11852 members 
Mstep: Class 3 contains 2662 members 
Mstep: Class 4 contains 2635 members 
Mstep: Class 5 contains 10136 members 
Mstep: Class 6 contains 476948 members 
Mstep: Class 7 contains 13516 members 
Mstep: Class 8 contains 2498 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 10 contains 10737 members 
Mstep: Class 11 contains 6189 members 
Mstep: Class 12 contains 12704 members 
Mstep: Class 13 contains 6860 members 
Mstep: Class 14 contains 9910 members 
Mstep: Class 15 contains 13017 members 
Mstep: Class 16 contains 1809 members 
Mstep: Class 17 contains 7111 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 7685 members 
Mstep: Class 20 contains 2029 members 
Mstep: Class 21 contains 10401 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 3253 members 
Mstep: Class 25 contains 17345 members 
Mstep: Class 26 contains 106143 members 
Mstep: Class 27 contains 3052 members 
Mstep: Class 28 contains 786 members 
Mstep: Class 29 contains 828 members 
Mstep: Class 30 contains 14103 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 3984 members 
Mstep: Class 33 contains 3532 members 
Mstep: Class 34 contains 7234 members 
Mstep: Class 35 contains 560246 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 6244 members 
Mstep: Class 38 contains 20705 members 
Mstep: Class 39 contains 3724 members 
Mstep: Class 40 contains 8288 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 4071 members 
Mstep: Class 43 contains 1463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378628.000000 Penalty: 27671.500000
Iteration 125Q: 44 clusters Score -5.037863e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 2663 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 10117 members 
Mstep: Class 6 contains 476879 members 
Mstep: Class 7 contains 13526 members 
Mstep: Class 8 contains 2504 members 
Mstep: Class 9 contains 1253 members 
Mstep: Class 10 contains 10724 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12705 members 
Mstep: Class 13 contains 6863 members 
Mstep: Class 14 contains 9908 members 
Mstep: Class 15 contains 13016 members 
Mstep: Class 16 contains 1810 members 
Mstep: Class 17 contains 7116 members 
Mstep: Class 18 contains 5367 members 
Mstep: Class 19 contains 7693 members 
Mstep: Class 20 contains 2084 members 
Mstep: Class 21 contains 10494 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 3251 members 
Mstep: Class 25 contains 17350 members 
Mstep: Class 26 contains 106170 members 
Mstep: Class 27 contains 3054 members 
Mstep: Class 28 contains 785 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14098 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 3996 members 
Mstep: Class 33 contains 3530 members 
Mstep: Class 34 contains 7233 members 
Mstep: Class 35 contains 560178 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 6244 members 
Mstep: Class 38 contains 20696 members 
Mstep: Class 39 contains 3726 members 
Mstep: Class 40 contains 8249 members 
Mstep: Class 41 contains 1409 members 
Mstep: Class 42 contains 4077 members 
Mstep: Class 43 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378764.000000 Penalty: 27671.500000
Iteration 126Q: 44 clusters Score -5.037876e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11844 members 
Mstep: Class 3 contains 2668 members 
Mstep: Class 4 contains 2610 members 
Mstep: Class 5 contains 10111 members 
Mstep: Class 6 contains 476811 members 
Mstep: Class 7 contains 13530 members 
Mstep: Class 8 contains 2509 members 
Mstep: Class 9 contains 1239 members 
Mstep: Class 10 contains 10713 members 
Mstep: Class 11 contains 6195 members 
Mstep: Class 12 contains 12713 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 13015 members 
Mstep: Class 16 contains 1811 members 
Mstep: Class 17 contains 7116 members 
Mstep: Class 18 contains 5361 members 
Mstep: Class 19 contains 7700 members 
Mstep: Class 20 contains 2146 members 
Mstep: Class 21 contains 10567 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 3248 members 
Mstep: Class 25 contains 17359 members 
Mstep: Class 26 contains 106196 members 
Mstep: Class 27 contains 3059 members 
Mstep: Class 28 contains 783 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14094 members 
Mstep: Class 31 contains 495 members 
Mstep: Class 32 contains 4014 members 
Mstep: Class 33 contains 3531 members 
Mstep: Class 34 contains 7234 members 
Mstep: Class 35 contains 560104 members 
Mstep: Class 36 contains 712 members 
Mstep: Class 37 contains 6242 members 
Mstep: Class 38 contains 20691 members 
Mstep: Class 39 contains 3725 members 
Mstep: Class 40 contains 8208 members 
Mstep: Class 41 contains 1416 members 
Mstep: Class 42 contains 4078 members 
Mstep: Class 43 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378740.000000 Penalty: 27671.500000
Iteration 127Q: 44 clusters Score -5.037874e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11841 members 
Mstep: Class 3 contains 2675 members 
Mstep: Class 4 contains 2592 members 
Mstep: Class 5 contains 10118 members 
Mstep: Class 6 contains 476769 members 
Mstep: Class 7 contains 13536 members 
Mstep: Class 8 contains 2511 members 
Mstep: Class 9 contains 1226 members 
Mstep: Class 10 contains 10703 members 
Mstep: Class 11 contains 6193 members 
Mstep: Class 12 contains 12714 members 
Mstep: Class 13 contains 6870 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 13006 members 
Mstep: Class 16 contains 1815 members 
Mstep: Class 17 contains 7120 members 
Mstep: Class 18 contains 5370 members 
Mstep: Class 19 contains 7706 members 
Mstep: Class 20 contains 2219 members 
Mstep: Class 21 contains 10631 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 3245 members 
Mstep: Class 25 contains 17356 members 
Mstep: Class 26 contains 106228 members 
Mstep: Class 27 contains 3060 members 
Mstep: Class 28 contains 781 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14093 members 
Mstep: Class 31 contains 489 members 
Mstep: Class 32 contains 4038 members 
Mstep: Class 33 contains 3532 members 
Mstep: Class 34 contains 7237 members 
Mstep: Class 35 contains 559995 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 6243 members 
Mstep: Class 38 contains 20690 members 
Mstep: Class 39 contains 3725 members 
Mstep: Class 40 contains 8167 members 
Mstep: Class 41 contains 1423 members 
Mstep: Class 42 contains 4075 members 
Mstep: Class 43 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378828.000000 Penalty: 27671.500000
Iteration 128Q: 44 clusters Score -5.037883e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11843 members 
Mstep: Class 3 contains 2675 members 
Mstep: Class 4 contains 2577 members 
Mstep: Class 5 contains 10117 members 
Mstep: Class 6 contains 476748 members 
Mstep: Class 7 contains 13539 members 
Mstep: Class 8 contains 2509 members 
Mstep: Class 9 contains 1212 members 
Mstep: Class 10 contains 10694 members 
Mstep: Class 11 contains 6189 members 
Mstep: Class 12 contains 12716 members 
Mstep: Class 13 contains 6863 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 13001 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 7124 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 7710 members 
Mstep: Class 20 contains 2283 members 
Mstep: Class 21 contains 10688 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 3242 members 
Mstep: Class 25 contains 17358 members 
Mstep: Class 26 contains 106252 members 
Mstep: Class 27 contains 3063 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14095 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 4059 members 
Mstep: Class 33 contains 3533 members 
Mstep: Class 34 contains 7238 members 
Mstep: Class 35 contains 559900 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 6240 members 
Mstep: Class 38 contains 20688 members 
Mstep: Class 39 contains 3725 members 
Mstep: Class 40 contains 8114 members 
Mstep: Class 41 contains 1435 members 
Mstep: Class 42 contains 4073 members 
Mstep: Class 43 contains 1543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378744.000000 Penalty: 27671.500000
Iteration 129Q: 44 clusters Score -5.037874e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11839 members 
Mstep: Class 3 contains 2681 members 
Mstep: Class 4 contains 2559 members 
Mstep: Class 5 contains 10113 members 
Mstep: Class 6 contains 476736 members 
Mstep: Class 7 contains 13543 members 
Mstep: Class 8 contains 2509 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 10683 members 
Mstep: Class 11 contains 6187 members 
Mstep: Class 12 contains 12717 members 
Mstep: Class 13 contains 6854 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12998 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 7135 members 
Mstep: Class 18 contains 5391 members 
Mstep: Class 19 contains 7716 members 
Mstep: Class 20 contains 2346 members 
Mstep: Class 21 contains 10757 members 
Mstep: Class 22 contains 948 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 3240 members 
Mstep: Class 25 contains 17353 members 
Mstep: Class 26 contains 106272 members 
Mstep: Class 27 contains 3067 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14092 members 
Mstep: Class 31 contains 485 members 
Mstep: Class 32 contains 4069 members 
Mstep: Class 33 contains 3532 members 
Mstep: Class 34 contains 7239 members 
Mstep: Class 35 contains 559818 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 6244 members 
Mstep: Class 38 contains 20685 members 
Mstep: Class 39 contains 3726 members 
Mstep: Class 40 contains 8050 members 
Mstep: Class 41 contains 1447 members 
Mstep: Class 42 contains 4073 members 
Mstep: Class 43 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378812.000000 Penalty: 27671.500000
Iteration 130Q: 44 clusters Score -5.037881e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11837 members 
Mstep: Class 3 contains 2684 members 
Mstep: Class 4 contains 2539 members 
Mstep: Class 5 contains 10113 members 
Mstep: Class 6 contains 476711 members 
Mstep: Class 7 contains 13548 members 
Mstep: Class 8 contains 2509 members 
Mstep: Class 9 contains 1198 members 
Mstep: Class 10 contains 10675 members 
Mstep: Class 11 contains 6186 members 
Mstep: Class 12 contains 12719 members 
Mstep: Class 13 contains 6843 members 
Mstep: Class 14 contains 9906 members 
Mstep: Class 15 contains 12990 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 7143 members 
Mstep: Class 18 contains 5389 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 2408 members 
Mstep: Class 21 contains 10812 members 
Mstep: Class 22 contains 945 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 3236 members 
Mstep: Class 25 contains 17348 members 
Mstep: Class 26 contains 106295 members 
Mstep: Class 27 contains 3072 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14094 members 
Mstep: Class 31 contains 486 members 
Mstep: Class 32 contains 4079 members 
Mstep: Class 33 contains 3533 members 
Mstep: Class 34 contains 7239 members 
Mstep: Class 35 contains 559763 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 6250 members 
Mstep: Class 38 contains 20676 members 
Mstep: Class 39 contains 3728 members 
Mstep: Class 40 contains 7990 members 
Mstep: Class 41 contains 1461 members 
Mstep: Class 42 contains 4076 members 
Mstep: Class 43 contains 1573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378860.000000 Penalty: 27671.500000
Iteration 131Q: 44 clusters Score -5.037886e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11833 members 
Mstep: Class 3 contains 2690 members 
Mstep: Class 4 contains 2520 members 
Mstep: Class 5 contains 10115 members 
Mstep: Class 6 contains 476681 members 
Mstep: Class 7 contains 13559 members 
Mstep: Class 8 contains 2513 members 
Mstep: Class 9 contains 1193 members 
Mstep: Class 10 contains 10672 members 
Mstep: Class 11 contains 6184 members 
Mstep: Class 12 contains 12719 members 
Mstep: Class 13 contains 6827 members 
Mstep: Class 14 contains 9906 members 
Mstep: Class 15 contains 12993 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 7720 members 
Mstep: Class 20 contains 2460 members 
Mstep: Class 21 contains 10858 members 
Mstep: Class 22 contains 944 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 3232 members 
Mstep: Class 25 contains 17344 members 
Mstep: Class 26 contains 106317 members 
Mstep: Class 27 contains 3074 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14082 members 
Mstep: Class 31 contains 486 members 
Mstep: Class 32 contains 4089 members 
Mstep: Class 33 contains 3532 members 
Mstep: Class 34 contains 7237 members 
Mstep: Class 35 contains 559721 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 6254 members 
Mstep: Class 38 contains 20673 members 
Mstep: Class 39 contains 3731 members 
Mstep: Class 40 contains 7955 members 
Mstep: Class 41 contains 1468 members 
Mstep: Class 42 contains 4078 members 
Mstep: Class 43 contains 1580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378900.000000 Penalty: 27671.500000
Iteration 132Q: 44 clusters Score -5.03789e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11832 members 
Mstep: Class 3 contains 2689 members 
Mstep: Class 4 contains 2501 members 
Mstep: Class 5 contains 10111 members 
Mstep: Class 6 contains 476661 members 
Mstep: Class 7 contains 13570 members 
Mstep: Class 8 contains 2523 members 
Mstep: Class 9 contains 1190 members 
Mstep: Class 10 contains 10670 members 
Mstep: Class 11 contains 6181 members 
Mstep: Class 12 contains 12719 members 
Mstep: Class 13 contains 6814 members 
Mstep: Class 14 contains 9906 members 
Mstep: Class 15 contains 12989 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 7145 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 7725 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 10911 members 
Mstep: Class 22 contains 941 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 3226 members 
Mstep: Class 25 contains 17343 members 
Mstep: Class 26 contains 106335 members 
Mstep: Class 27 contains 3076 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14072 members 
Mstep: Class 31 contains 487 members 
Mstep: Class 32 contains 4109 members 
Mstep: Class 33 contains 3531 members 
Mstep: Class 34 contains 7233 members 
Mstep: Class 35 contains 559648 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 6259 members 
Mstep: Class 38 contains 20675 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7929 members 
Mstep: Class 41 contains 1475 members 
Mstep: Class 42 contains 4080 members 
Mstep: Class 43 contains 1584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378924.000000 Penalty: 27671.500000
Iteration 133Q: 44 clusters Score -5.037892e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11834 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 4 contains 2487 members 
Mstep: Class 5 contains 10106 members 
Mstep: Class 6 contains 476646 members 
Mstep: Class 7 contains 13571 members 
Mstep: Class 8 contains 2538 members 
Mstep: Class 9 contains 1186 members 
Mstep: Class 10 contains 10667 members 
Mstep: Class 11 contains 6172 members 
Mstep: Class 12 contains 12724 members 
Mstep: Class 13 contains 6804 members 
Mstep: Class 14 contains 9906 members 
Mstep: Class 15 contains 12988 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 17 contains 7150 members 
Mstep: Class 18 contains 5388 members 
Mstep: Class 19 contains 7727 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 10963 members 
Mstep: Class 22 contains 939 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 3223 members 
Mstep: Class 25 contains 17343 members 
Mstep: Class 26 contains 106344 members 
Mstep: Class 27 contains 3078 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14057 members 
Mstep: Class 31 contains 489 members 
Mstep: Class 32 contains 4127 members 
Mstep: Class 33 contains 3530 members 
Mstep: Class 34 contains 7234 members 
Mstep: Class 35 contains 559566 members 
Mstep: Class 36 contains 710 members 
Mstep: Class 37 contains 6263 members 
Mstep: Class 38 contains 20683 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7911 members 
Mstep: Class 41 contains 1482 members 
Mstep: Class 42 contains 4079 members 
Mstep: Class 43 contains 1589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378956.000000 Penalty: 27671.500000
Iteration 134Q: 44 clusters Score -5.037896e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11837 members 
Mstep: Class 3 contains 2699 members 
Mstep: Class 4 contains 2477 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 476638 members 
Mstep: Class 7 contains 13563 members 
Mstep: Class 8 contains 2549 members 
Mstep: Class 9 contains 1185 members 
Mstep: Class 10 contains 10664 members 
Mstep: Class 11 contains 6169 members 
Mstep: Class 12 contains 12733 members 
Mstep: Class 13 contains 6799 members 
Mstep: Class 14 contains 9905 members 
Mstep: Class 15 contains 12991 members 
Mstep: Class 16 contains 1830 members 
Mstep: Class 17 contains 7158 members 
Mstep: Class 18 contains 5387 members 
Mstep: Class 19 contains 7729 members 
Mstep: Class 20 contains 2576 members 
Mstep: Class 21 contains 11006 members 
Mstep: Class 22 contains 936 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3223 members 
Mstep: Class 25 contains 17339 members 
Mstep: Class 26 contains 106348 members 
Mstep: Class 27 contains 3081 members 
Mstep: Class 28 contains 774 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14039 members 
Mstep: Class 31 contains 492 members 
Mstep: Class 32 contains 4150 members 
Mstep: Class 33 contains 3530 members 
Mstep: Class 34 contains 7233 members 
Mstep: Class 35 contains 559501 members 
Mstep: Class 36 contains 709 members 
Mstep: Class 37 contains 6268 members 
Mstep: Class 38 contains 20686 members 
Mstep: Class 39 contains 3732 members 
Mstep: Class 40 contains 7892 members 
Mstep: Class 41 contains 1487 members 
Mstep: Class 42 contains 4079 members 
Mstep: Class 43 contains 1590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378892.000000 Penalty: 27671.500000
Iteration 135Q: 44 clusters Score -5.037889e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11837 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 2467 members 
Mstep: Class 5 contains 10093 members 
Mstep: Class 6 contains 476619 members 
Mstep: Class 7 contains 13559 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 1184 members 
Mstep: Class 10 contains 10662 members 
Mstep: Class 11 contains 6164 members 
Mstep: Class 12 contains 12738 members 
Mstep: Class 13 contains 6793 members 
Mstep: Class 14 contains 9905 members 
Mstep: Class 15 contains 12979 members 
Mstep: Class 16 contains 1832 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 5389 members 
Mstep: Class 19 contains 7732 members 
Mstep: Class 20 contains 2605 members 
Mstep: Class 21 contains 11062 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3222 members 
Mstep: Class 25 contains 17338 members 
Mstep: Class 26 contains 106353 members 
Mstep: Class 27 contains 3082 members 
Mstep: Class 28 contains 769 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14037 members 
Mstep: Class 31 contains 490 members 
Mstep: Class 32 contains 4159 members 
Mstep: Class 33 contains 3532 members 
Mstep: Class 34 contains 7234 members 
Mstep: Class 35 contains 559436 members 
Mstep: Class 36 contains 709 members 
Mstep: Class 37 contains 6274 members 
Mstep: Class 38 contains 20683 members 
Mstep: Class 39 contains 3732 members 
Mstep: Class 40 contains 7885 members 
Mstep: Class 41 contains 1496 members 
Mstep: Class 42 contains 4082 members 
Mstep: Class 43 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378828.000000 Penalty: 27671.500000
Iteration 136Q: 44 clusters Score -5.037883e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11833 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 2465 members 
Mstep: Class 5 contains 10093 members 
Mstep: Class 6 contains 476595 members 
Mstep: Class 7 contains 13562 members 
Mstep: Class 8 contains 2560 members 
Mstep: Class 9 contains 1182 members 
Mstep: Class 10 contains 10656 members 
Mstep: Class 11 contains 6159 members 
Mstep: Class 12 contains 12740 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12973 members 
Mstep: Class 16 contains 1834 members 
Mstep: Class 17 contains 7173 members 
Mstep: Class 18 contains 5393 members 
Mstep: Class 19 contains 7734 members 
Mstep: Class 20 contains 2632 members 
Mstep: Class 21 contains 11106 members 
Mstep: Class 22 contains 931 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3219 members 
Mstep: Class 25 contains 17341 members 
Mstep: Class 26 contains 106368 members 
Mstep: Class 27 contains 3087 members 
Mstep: Class 28 contains 764 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14035 members 
Mstep: Class 31 contains 492 members 
Mstep: Class 32 contains 4166 members 
Mstep: Class 33 contains 3534 members 
Mstep: Class 34 contains 7236 members 
Mstep: Class 35 contains 559375 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 6278 members 
Mstep: Class 38 contains 20683 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7862 members 
Mstep: Class 41 contains 1506 members 
Mstep: Class 42 contains 4081 members 
Mstep: Class 43 contains 1599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378848.000000 Penalty: 27671.500000
Iteration 137Q: 44 clusters Score -5.037885e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11823 members 
Mstep: Class 3 contains 2704 members 
Mstep: Class 4 contains 2463 members 
Mstep: Class 5 contains 10091 members 
Mstep: Class 6 contains 476562 members 
Mstep: Class 7 contains 13567 members 
Mstep: Class 8 contains 2564 members 
Mstep: Class 9 contains 1183 members 
Mstep: Class 10 contains 10653 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 12742 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 9908 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 1836 members 
Mstep: Class 17 contains 7189 members 
Mstep: Class 18 contains 5396 members 
Mstep: Class 19 contains 7741 members 
Mstep: Class 20 contains 2662 members 
Mstep: Class 21 contains 11140 members 
Mstep: Class 22 contains 930 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 3212 members 
Mstep: Class 25 contains 17340 members 
Mstep: Class 26 contains 106377 members 
Mstep: Class 27 contains 3091 members 
Mstep: Class 28 contains 763 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14032 members 
Mstep: Class 31 contains 492 members 
Mstep: Class 32 contains 4172 members 
Mstep: Class 33 contains 3533 members 
Mstep: Class 34 contains 7238 members 
Mstep: Class 35 contains 559320 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 6289 members 
Mstep: Class 38 contains 20682 members 
Mstep: Class 39 contains 3736 members 
Mstep: Class 40 contains 7837 members 
Mstep: Class 41 contains 1514 members 
Mstep: Class 42 contains 4082 members 
Mstep: Class 43 contains 1604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378888.000000 Penalty: 27671.500000
Iteration 138Q: 44 clusters Score -5.037889e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11819 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 4 contains 2458 members 
Mstep: Class 5 contains 10092 members 
Mstep: Class 6 contains 476542 members 
Mstep: Class 7 contains 13567 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 1182 members 
Mstep: Class 10 contains 10650 members 
Mstep: Class 11 contains 6163 members 
Mstep: Class 12 contains 12744 members 
Mstep: Class 13 contains 6772 members 
Mstep: Class 14 contains 9908 members 
Mstep: Class 15 contains 12955 members 
Mstep: Class 16 contains 1837 members 
Mstep: Class 17 contains 7199 members 
Mstep: Class 18 contains 5394 members 
Mstep: Class 19 contains 7746 members 
Mstep: Class 20 contains 2689 members 
Mstep: Class 21 contains 11168 members 
Mstep: Class 22 contains 930 members 
Mstep: Class 23 contains 3189 members 
Mstep: Class 24 contains 3209 members 
Mstep: Class 25 contains 17339 members 
Mstep: Class 26 contains 106381 members 
Mstep: Class 27 contains 3094 members 
Mstep: Class 28 contains 763 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14035 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4181 members 
Mstep: Class 33 contains 3533 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 559270 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 6301 members 
Mstep: Class 38 contains 20679 members 
Mstep: Class 39 contains 3737 members 
Mstep: Class 40 contains 7819 members 
Mstep: Class 41 contains 1525 members 
Mstep: Class 42 contains 4082 members 
Mstep: Class 43 contains 1614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378924.000000 Penalty: 27671.500000
Iteration 139Q: 44 clusters Score -5.037892e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11819 members 
Mstep: Class 3 contains 2701 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 10089 members 
Mstep: Class 6 contains 476527 members 
Mstep: Class 7 contains 13568 members 
Mstep: Class 8 contains 2565 members 
Mstep: Class 9 contains 1182 members 
Mstep: Class 10 contains 10646 members 
Mstep: Class 11 contains 6162 members 
Mstep: Class 12 contains 12743 members 
Mstep: Class 13 contains 6771 members 
Mstep: Class 14 contains 9908 members 
Mstep: Class 15 contains 12939 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7206 members 
Mstep: Class 18 contains 5390 members 
Mstep: Class 19 contains 7748 members 
Mstep: Class 20 contains 2709 members 
Mstep: Class 21 contains 11202 members 
Mstep: Class 22 contains 929 members 
Mstep: Class 23 contains 3189 members 
Mstep: Class 24 contains 3207 members 
Mstep: Class 25 contains 17338 members 
Mstep: Class 26 contains 106385 members 
Mstep: Class 27 contains 3097 members 
Mstep: Class 28 contains 762 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14032 members 
Mstep: Class 31 contains 495 members 
Mstep: Class 32 contains 4189 members 
Mstep: Class 33 contains 3532 members 
Mstep: Class 34 contains 7241 members 
Mstep: Class 35 contains 559213 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 6311 members 
Mstep: Class 38 contains 20681 members 
Mstep: Class 39 contains 3736 members 
Mstep: Class 40 contains 7806 members 
Mstep: Class 41 contains 1543 members 
Mstep: Class 42 contains 4082 members 
Mstep: Class 43 contains 1623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378900.000000 Penalty: 27671.500000
Iteration 140F: 44 clusters Score -5.03789e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11822 members 
Mstep: Class 3 contains 2706 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 476518 members 
Mstep: Class 7 contains 13562 members 
Mstep: Class 8 contains 2578 members 
Mstep: Class 9 contains 1177 members 
Mstep: Class 10 contains 10644 members 
Mstep: Class 11 contains 6159 members 
Mstep: Class 12 contains 12743 members 
Mstep: Class 13 contains 6765 members 
Mstep: Class 14 contains 9908 members 
Mstep: Class 15 contains 12932 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 17 contains 7212 members 
Mstep: Class 18 contains 5390 members 
Mstep: Class 19 contains 7747 members 
Mstep: Class 20 contains 2726 members 
Mstep: Class 21 contains 11226 members 
Mstep: Class 22 contains 929 members 
Mstep: Class 23 contains 3189 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17339 members 
Mstep: Class 26 contains 106397 members 
Mstep: Class 27 contains 3099 members 
Mstep: Class 28 contains 762 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14027 members 
Mstep: Class 31 contains 495 members 
Mstep: Class 32 contains 4192 members 
Mstep: Class 33 contains 3532 members 
Mstep: Class 34 contains 7243 members 
Mstep: Class 35 contains 559149 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 6318 members 
Mstep: Class 38 contains 20687 members 
Mstep: Class 39 contains 3735 members 
Mstep: Class 40 contains 7787 members 
Mstep: Class 41 contains 1560 members 
Mstep: Class 42 contains 4082 members 
Mstep: Class 43 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378876.000000 Penalty: 27671.500000
Iteration 141Q: 44 clusters Score -5.037888e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11828 members 
Mstep: Class 3 contains 2707 members 
Mstep: Class 4 contains 2454 members 
Mstep: Class 5 contains 10088 members 
Mstep: Class 6 contains 476494 members 
Mstep: Class 7 contains 13556 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 10644 members 
Mstep: Class 11 contains 6156 members 
Mstep: Class 12 contains 12743 members 
Mstep: Class 13 contains 6754 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12935 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 7217 members 
Mstep: Class 18 contains 5387 members 
Mstep: Class 19 contains 7748 members 
Mstep: Class 20 contains 2739 members 
Mstep: Class 21 contains 11244 members 
Mstep: Class 22 contains 929 members 
Mstep: Class 23 contains 3189 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17337 members 
Mstep: Class 26 contains 106420 members 
Mstep: Class 27 contains 3103 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14023 members 
Mstep: Class 31 contains 497 members 
Mstep: Class 32 contains 4198 members 
Mstep: Class 33 contains 3532 members 
Mstep: Class 34 contains 7243 members 
Mstep: Class 35 contains 559090 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 6322 members 
Mstep: Class 38 contains 20697 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7777 members 
Mstep: Class 41 contains 1572 members 
Mstep: Class 42 contains 4081 members 
Mstep: Class 43 contains 1652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378952.000000 Penalty: 27671.500000
Iteration 142Q: 44 clusters Score -5.037895e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11830 members 
Mstep: Class 3 contains 2709 members 
Mstep: Class 4 contains 2452 members 
Mstep: Class 5 contains 10090 members 
Mstep: Class 6 contains 476475 members 
Mstep: Class 7 contains 13558 members 
Mstep: Class 8 contains 2601 members 
Mstep: Class 9 contains 1158 members 
Mstep: Class 10 contains 10645 members 
Mstep: Class 11 contains 6152 members 
Mstep: Class 12 contains 12746 members 
Mstep: Class 13 contains 6748 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12935 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7218 members 
Mstep: Class 18 contains 5384 members 
Mstep: Class 19 contains 7750 members 
Mstep: Class 20 contains 2753 members 
Mstep: Class 21 contains 11260 members 
Mstep: Class 22 contains 927 members 
Mstep: Class 23 contains 3189 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17342 members 
Mstep: Class 26 contains 106430 members 
Mstep: Class 27 contains 3105 members 
Mstep: Class 28 contains 761 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14021 members 
Mstep: Class 31 contains 497 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 3532 members 
Mstep: Class 34 contains 7243 members 
Mstep: Class 35 contains 559038 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 6322 members 
Mstep: Class 38 contains 20704 members 
Mstep: Class 39 contains 3735 members 
Mstep: Class 40 contains 7767 members 
Mstep: Class 41 contains 1579 members 
Mstep: Class 42 contains 4081 members 
Mstep: Class 43 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378928.000000 Penalty: 27671.500000
Iteration 143Q: 44 clusters Score -5.037893e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11834 members 
Mstep: Class 3 contains 2712 members 
Mstep: Class 4 contains 2447 members 
Mstep: Class 5 contains 10089 members 
Mstep: Class 6 contains 476465 members 
Mstep: Class 7 contains 13562 members 
Mstep: Class 8 contains 2601 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 10641 members 
Mstep: Class 11 contains 6152 members 
Mstep: Class 12 contains 12744 members 
Mstep: Class 13 contains 6742 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12933 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 17 contains 7221 members 
Mstep: Class 18 contains 5387 members 
Mstep: Class 19 contains 7750 members 
Mstep: Class 20 contains 2770 members 
Mstep: Class 21 contains 11283 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 3189 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17342 members 
Mstep: Class 26 contains 106440 members 
Mstep: Class 27 contains 3107 members 
Mstep: Class 28 contains 760 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14020 members 
Mstep: Class 31 contains 496 members 
Mstep: Class 32 contains 4206 members 
Mstep: Class 33 contains 3532 members 
Mstep: Class 34 contains 7243 members 
Mstep: Class 35 contains 559002 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 6320 members 
Mstep: Class 38 contains 20706 members 
Mstep: Class 39 contains 3735 members 
Mstep: Class 40 contains 7752 members 
Mstep: Class 41 contains 1587 members 
Mstep: Class 42 contains 4081 members 
Mstep: Class 43 contains 1682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378896.000000 Penalty: 27671.500000
Iteration 144Q: 44 clusters Score -5.03789e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2712 members 
Mstep: Class 4 contains 2445 members 
Mstep: Class 5 contains 10085 members 
Mstep: Class 6 contains 476450 members 
Mstep: Class 7 contains 13565 members 
Mstep: Class 8 contains 2605 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 10637 members 
Mstep: Class 11 contains 6155 members 
Mstep: Class 12 contains 12743 members 
Mstep: Class 13 contains 6739 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12926 members 
Mstep: Class 16 contains 1835 members 
Mstep: Class 17 contains 7221 members 
Mstep: Class 18 contains 5387 members 
Mstep: Class 19 contains 7749 members 
Mstep: Class 20 contains 2780 members 
Mstep: Class 21 contains 11305 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 3189 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17345 members 
Mstep: Class 26 contains 106449 members 
Mstep: Class 27 contains 3112 members 
Mstep: Class 28 contains 760 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14023 members 
Mstep: Class 31 contains 495 members 
Mstep: Class 32 contains 4213 members 
Mstep: Class 33 contains 3532 members 
Mstep: Class 34 contains 7241 members 
Mstep: Class 35 contains 558966 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 6320 members 
Mstep: Class 38 contains 20704 members 
Mstep: Class 39 contains 3735 members 
Mstep: Class 40 contains 7745 members 
Mstep: Class 41 contains 1598 members 
Mstep: Class 42 contains 4080 members 
Mstep: Class 43 contains 1692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378968.000000 Penalty: 27671.500000
Iteration 145Q: 44 clusters Score -5.037897e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11840 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 2445 members 
Mstep: Class 5 contains 10082 members 
Mstep: Class 6 contains 476439 members 
Mstep: Class 7 contains 13566 members 
Mstep: Class 8 contains 2601 members 
Mstep: Class 9 contains 1141 members 
Mstep: Class 10 contains 10635 members 
Mstep: Class 11 contains 6154 members 
Mstep: Class 12 contains 12742 members 
Mstep: Class 13 contains 6737 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12922 members 
Mstep: Class 16 contains 1836 members 
Mstep: Class 17 contains 7225 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 7751 members 
Mstep: Class 20 contains 2791 members 
Mstep: Class 21 contains 11321 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 3189 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17344 members 
Mstep: Class 26 contains 106454 members 
Mstep: Class 27 contains 3119 members 
Mstep: Class 28 contains 760 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14022 members 
Mstep: Class 31 contains 497 members 
Mstep: Class 32 contains 4218 members 
Mstep: Class 33 contains 3532 members 
Mstep: Class 34 contains 7241 members 
Mstep: Class 35 contains 558943 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 6318 members 
Mstep: Class 38 contains 20706 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7737 members 
Mstep: Class 41 contains 1605 members 
Mstep: Class 42 contains 4080 members 
Mstep: Class 43 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378972.000000 Penalty: 27671.500000
Iteration 146Q: 44 clusters Score -5.037897e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11841 members 
Mstep: Class 3 contains 2714 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 476434 members 
Mstep: Class 7 contains 13567 members 
Mstep: Class 8 contains 2601 members 
Mstep: Class 9 contains 1136 members 
Mstep: Class 10 contains 10629 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 12742 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12918 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 17 contains 7230 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 7753 members 
Mstep: Class 20 contains 2804 members 
Mstep: Class 21 contains 11334 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17343 members 
Mstep: Class 26 contains 106459 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 760 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14021 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 4220 members 
Mstep: Class 33 contains 3531 members 
Mstep: Class 34 contains 7241 members 
Mstep: Class 35 contains 558927 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 6317 members 
Mstep: Class 38 contains 20706 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7728 members 
Mstep: Class 41 contains 1610 members 
Mstep: Class 42 contains 4080 members 
Mstep: Class 43 contains 1705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378952.000000 Penalty: 27671.500000
Iteration 147Q: 44 clusters Score -5.037895e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11837 members 
Mstep: Class 3 contains 2714 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 476434 members 
Mstep: Class 7 contains 13569 members 
Mstep: Class 8 contains 2600 members 
Mstep: Class 9 contains 1132 members 
Mstep: Class 10 contains 10623 members 
Mstep: Class 11 contains 6152 members 
Mstep: Class 12 contains 12742 members 
Mstep: Class 13 contains 6730 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12917 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 17 contains 7233 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 7753 members 
Mstep: Class 20 contains 2815 members 
Mstep: Class 21 contains 11346 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17341 members 
Mstep: Class 26 contains 106458 members 
Mstep: Class 27 contains 3123 members 
Mstep: Class 28 contains 760 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14024 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 3531 members 
Mstep: Class 34 contains 7241 members 
Mstep: Class 35 contains 558914 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 6316 members 
Mstep: Class 38 contains 20706 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7721 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 4081 members 
Mstep: Class 43 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378932.000000 Penalty: 27671.500000
Iteration 148Q: 44 clusters Score -5.037893e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11836 members 
Mstep: Class 3 contains 2712 members 
Mstep: Class 4 contains 2434 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 476430 members 
Mstep: Class 7 contains 13570 members 
Mstep: Class 8 contains 2595 members 
Mstep: Class 9 contains 1127 members 
Mstep: Class 10 contains 10620 members 
Mstep: Class 11 contains 6151 members 
Mstep: Class 12 contains 12742 members 
Mstep: Class 13 contains 6727 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12919 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 17 contains 7238 members 
Mstep: Class 18 contains 5391 members 
Mstep: Class 19 contains 7753 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 21 contains 11355 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17339 members 
Mstep: Class 26 contains 106459 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 760 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14027 members 
Mstep: Class 31 contains 497 members 
Mstep: Class 32 contains 4220 members 
Mstep: Class 33 contains 3531 members 
Mstep: Class 34 contains 7241 members 
Mstep: Class 35 contains 558906 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 6313 members 
Mstep: Class 38 contains 20708 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7712 members 
Mstep: Class 41 contains 1621 members 
Mstep: Class 42 contains 4080 members 
Mstep: Class 43 contains 1720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378960.000000 Penalty: 27671.500000
Iteration 149Q: 44 clusters Score -5.037896e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11837 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 2429 members 
Mstep: Class 5 contains 10076 members 
Mstep: Class 6 contains 476431 members 
Mstep: Class 7 contains 13570 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 1124 members 
Mstep: Class 10 contains 10619 members 
Mstep: Class 11 contains 6151 members 
Mstep: Class 12 contains 12739 members 
Mstep: Class 13 contains 6726 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12924 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 5394 members 
Mstep: Class 19 contains 7753 members 
Mstep: Class 20 contains 2838 members 
Mstep: Class 21 contains 11354 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17337 members 
Mstep: Class 26 contains 106461 members 
Mstep: Class 27 contains 3125 members 
Mstep: Class 28 contains 760 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14026 members 
Mstep: Class 31 contains 495 members 
Mstep: Class 32 contains 4223 members 
Mstep: Class 33 contains 3531 members 
Mstep: Class 34 contains 7241 members 
Mstep: Class 35 contains 558902 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 6311 members 
Mstep: Class 38 contains 20710 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7707 members 
Mstep: Class 41 contains 1624 members 
Mstep: Class 42 contains 4078 members 
Mstep: Class 43 contains 1726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378960.000000 Penalty: 27671.500000
Iteration 150Q: 44 clusters Score -5.037896e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11835 members 
Mstep: Class 3 contains 2717 members 
Mstep: Class 4 contains 2424 members 
Mstep: Class 5 contains 10070 members 
Mstep: Class 6 contains 476439 members 
Mstep: Class 7 contains 13563 members 
Mstep: Class 8 contains 2588 members 
Mstep: Class 9 contains 1120 members 
Mstep: Class 10 contains 10619 members 
Mstep: Class 11 contains 6152 members 
Mstep: Class 12 contains 12737 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12919 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 7242 members 
Mstep: Class 18 contains 5398 members 
Mstep: Class 19 contains 7755 members 
Mstep: Class 20 contains 2847 members 
Mstep: Class 21 contains 11358 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3206 members 
Mstep: Class 25 contains 17335 members 
Mstep: Class 26 contains 106460 members 
Mstep: Class 27 contains 3126 members 
Mstep: Class 28 contains 759 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14028 members 
Mstep: Class 31 contains 496 members 
Mstep: Class 32 contains 4227 members 
Mstep: Class 33 contains 3531 members 
Mstep: Class 34 contains 7241 members 
Mstep: Class 35 contains 558896 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 6309 members 
Mstep: Class 38 contains 20709 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7703 members 
Mstep: Class 41 contains 1628 members 
Mstep: Class 42 contains 4077 members 
Mstep: Class 43 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378956.000000 Penalty: 27671.500000
Iteration 151Q: 44 clusters Score -5.037896e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11834 members 
Mstep: Class 3 contains 2717 members 
Mstep: Class 4 contains 2419 members 
Mstep: Class 5 contains 10068 members 
Mstep: Class 6 contains 476445 members 
Mstep: Class 7 contains 13560 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 1118 members 
Mstep: Class 10 contains 10617 members 
Mstep: Class 11 contains 6152 members 
Mstep: Class 12 contains 12737 members 
Mstep: Class 13 contains 6720 members 
Mstep: Class 14 contains 9908 members 
Mstep: Class 15 contains 12915 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 7242 members 
Mstep: Class 18 contains 5396 members 
Mstep: Class 19 contains 7756 members 
Mstep: Class 20 contains 2857 members 
Mstep: Class 21 contains 11364 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3206 members 
Mstep: Class 25 contains 17333 members 
Mstep: Class 26 contains 106460 members 
Mstep: Class 27 contains 3126 members 
Mstep: Class 28 contains 756 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14032 members 
Mstep: Class 31 contains 496 members 
Mstep: Class 32 contains 4228 members 
Mstep: Class 33 contains 3532 members 
Mstep: Class 34 contains 7242 members 
Mstep: Class 35 contains 558893 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 6309 members 
Mstep: Class 38 contains 20707 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7698 members 
Mstep: Class 41 contains 1633 members 
Mstep: Class 42 contains 4076 members 
Mstep: Class 43 contains 1734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378960.000000 Penalty: 27671.500000
Iteration 152Q: 44 clusters Score -5.037896e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11833 members 
Mstep: Class 3 contains 2717 members 
Mstep: Class 4 contains 2419 members 
Mstep: Class 5 contains 10066 members 
Mstep: Class 6 contains 476447 members 
Mstep: Class 7 contains 13554 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 1117 members 
Mstep: Class 10 contains 10614 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 12738 members 
Mstep: Class 13 contains 6719 members 
Mstep: Class 14 contains 9908 members 
Mstep: Class 15 contains 12909 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7242 members 
Mstep: Class 18 contains 5398 members 
Mstep: Class 19 contains 7756 members 
Mstep: Class 20 contains 2861 members 
Mstep: Class 21 contains 11367 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3206 members 
Mstep: Class 25 contains 17332 members 
Mstep: Class 26 contains 106458 members 
Mstep: Class 27 contains 3126 members 
Mstep: Class 28 contains 754 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14037 members 
Mstep: Class 31 contains 496 members 
Mstep: Class 32 contains 4229 members 
Mstep: Class 33 contains 3533 members 
Mstep: Class 34 contains 7241 members 
Mstep: Class 35 contains 558886 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 6312 members 
Mstep: Class 38 contains 20707 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7702 members 
Mstep: Class 41 contains 1636 members 
Mstep: Class 42 contains 4075 members 
Mstep: Class 43 contains 1738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378932.000000 Penalty: 27671.500000
Iteration 153Q: 44 clusters Score -5.037893e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11831 members 
Mstep: Class 3 contains 2715 members 
Mstep: Class 4 contains 2417 members 
Mstep: Class 5 contains 10063 members 
Mstep: Class 6 contains 476441 members 
Mstep: Class 7 contains 13553 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 10612 members 
Mstep: Class 11 contains 6157 members 
Mstep: Class 12 contains 12736 members 
Mstep: Class 13 contains 6717 members 
Mstep: Class 14 contains 9908 members 
Mstep: Class 15 contains 12901 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7243 members 
Mstep: Class 18 contains 5396 members 
Mstep: Class 19 contains 7756 members 
Mstep: Class 20 contains 2869 members 
Mstep: Class 21 contains 11370 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3206 members 
Mstep: Class 25 contains 17330 members 
Mstep: Class 26 contains 106462 members 
Mstep: Class 27 contains 3125 members 
Mstep: Class 28 contains 754 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14040 members 
Mstep: Class 31 contains 496 members 
Mstep: Class 32 contains 4233 members 
Mstep: Class 33 contains 3533 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 558883 members 
Mstep: Class 36 contains 712 members 
Mstep: Class 37 contains 6314 members 
Mstep: Class 38 contains 20703 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7703 members 
Mstep: Class 41 contains 1643 members 
Mstep: Class 42 contains 4075 members 
Mstep: Class 43 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378932.000000 Penalty: 27671.500000
Iteration 154Q: 44 clusters Score -5.037893e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11831 members 
Mstep: Class 3 contains 2717 members 
Mstep: Class 4 contains 2417 members 
Mstep: Class 5 contains 10061 members 
Mstep: Class 6 contains 476439 members 
Mstep: Class 7 contains 13552 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 1112 members 
Mstep: Class 10 contains 10615 members 
Mstep: Class 11 contains 6163 members 
Mstep: Class 12 contains 12733 members 
Mstep: Class 13 contains 6715 members 
Mstep: Class 14 contains 9908 members 
Mstep: Class 15 contains 12896 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7243 members 
Mstep: Class 18 contains 5398 members 
Mstep: Class 19 contains 7755 members 
Mstep: Class 20 contains 2874 members 
Mstep: Class 21 contains 11373 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3206 members 
Mstep: Class 25 contains 17326 members 
Mstep: Class 26 contains 106455 members 
Mstep: Class 27 contains 3126 members 
Mstep: Class 28 contains 752 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14043 members 
Mstep: Class 31 contains 496 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 3533 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 558875 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 6315 members 
Mstep: Class 38 contains 20700 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7706 members 
Mstep: Class 41 contains 1649 members 
Mstep: Class 42 contains 4075 members 
Mstep: Class 43 contains 1753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378884.000000 Penalty: 27671.500000
Iteration 155Q: 44 clusters Score -5.037888e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11832 members 
Mstep: Class 3 contains 2717 members 
Mstep: Class 4 contains 2417 members 
Mstep: Class 5 contains 10057 members 
Mstep: Class 6 contains 476436 members 
Mstep: Class 7 contains 13551 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 1110 members 
Mstep: Class 10 contains 10613 members 
Mstep: Class 11 contains 6169 members 
Mstep: Class 12 contains 12734 members 
Mstep: Class 13 contains 6712 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12892 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7243 members 
Mstep: Class 18 contains 5400 members 
Mstep: Class 19 contains 7755 members 
Mstep: Class 20 contains 2883 members 
Mstep: Class 21 contains 11374 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3206 members 
Mstep: Class 25 contains 17324 members 
Mstep: Class 26 contains 106456 members 
Mstep: Class 27 contains 3128 members 
Mstep: Class 28 contains 749 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14043 members 
Mstep: Class 31 contains 497 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 3534 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 558873 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 6316 members 
Mstep: Class 38 contains 20699 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7698 members 
Mstep: Class 41 contains 1654 members 
Mstep: Class 42 contains 4075 members 
Mstep: Class 43 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378956.000000 Penalty: 27671.500000
Iteration 156Q: 44 clusters Score -5.037896e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11834 members 
Mstep: Class 3 contains 2719 members 
Mstep: Class 4 contains 2417 members 
Mstep: Class 5 contains 10059 members 
Mstep: Class 6 contains 476435 members 
Mstep: Class 7 contains 13550 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 10610 members 
Mstep: Class 11 contains 6173 members 
Mstep: Class 12 contains 12732 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12883 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7243 members 
Mstep: Class 18 contains 5398 members 
Mstep: Class 19 contains 7756 members 
Mstep: Class 20 contains 2889 members 
Mstep: Class 21 contains 11375 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3206 members 
Mstep: Class 25 contains 17324 members 
Mstep: Class 26 contains 106457 members 
Mstep: Class 27 contains 3130 members 
Mstep: Class 28 contains 747 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14045 members 
Mstep: Class 31 contains 496 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 3535 members 
Mstep: Class 34 contains 7241 members 
Mstep: Class 35 contains 558868 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 6318 members 
Mstep: Class 38 contains 20699 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7692 members 
Mstep: Class 41 contains 1658 members 
Mstep: Class 42 contains 4074 members 
Mstep: Class 43 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379008.000000 Penalty: 27671.500000
Iteration 157Q: 44 clusters Score -5.037901e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11833 members 
Mstep: Class 3 contains 2722 members 
Mstep: Class 4 contains 2417 members 
Mstep: Class 5 contains 10060 members 
Mstep: Class 6 contains 476430 members 
Mstep: Class 7 contains 13553 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10604 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 12732 members 
Mstep: Class 13 contains 6708 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12877 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 7244 members 
Mstep: Class 18 contains 5398 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 2896 members 
Mstep: Class 21 contains 11382 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3206 members 
Mstep: Class 25 contains 17323 members 
Mstep: Class 26 contains 106457 members 
Mstep: Class 27 contains 3132 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14046 members 
Mstep: Class 31 contains 495 members 
Mstep: Class 32 contains 4233 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7241 members 
Mstep: Class 35 contains 558865 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 6315 members 
Mstep: Class 38 contains 20698 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7686 members 
Mstep: Class 41 contains 1662 members 
Mstep: Class 42 contains 4074 members 
Mstep: Class 43 contains 1766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378976.000000 Penalty: 27671.500000
Iteration 158Q: 44 clusters Score -5.037898e+07 nChanged 74
Entering ConstructFrom: 
Score: -50378976.000000 Penalty: 27671.500000
Entering ConstructFrom: 
Trying to split cluster 1 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -30140.039062 Penalty: 307.598877
	Iteration 0F: 2 clusters Score -30140.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -29426.703125 Penalty: 615.197754
	Iteration 0F: 3 clusters Score -29426.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -29633.830078 Penalty: 615.197754
	Iteration 1F: 3 clusters Score -29633.83 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -29677.517578 Penalty: 615.197754
	Iteration 2F: 3 clusters Score -29677.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -29710.669922 Penalty: 615.197754
	Iteration 3F: 3 clusters Score -29710.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -29731.361328 Penalty: 615.197754
	Iteration 4Q: 3 clusters Score -29731.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -29747.261719 Penalty: 615.197754
	Iteration 5Q: 3 clusters Score -29747.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -29760.166016 Penalty: 615.197754
	Iteration 6Q: 3 clusters Score -29760.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -29766.619141 Penalty: 615.197754
	Iteration 7Q: 3 clusters Score -29766.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -29772.636719 Penalty: 615.197754
	Iteration 8Q: 3 clusters Score -29772.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -29776.066406 Penalty: 615.197754
	Iteration 9Q: 3 clusters Score -29776.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -29778.964844 Penalty: 615.197754
	Iteration 10Q: 3 clusters Score -29778.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -29780.298828 Penalty: 615.197754
	Iteration 11Q: 3 clusters Score -29780.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -29780.619141 Penalty: 615.197754
	Iteration 12Q: 3 clusters Score -29780.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29780.957031 Penalty: 615.197754
	Iteration 13Q: 3 clusters Score -29780.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -29782.232422 Penalty: 615.197754
	Iteration 14Q: 3 clusters Score -29782.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29783.066406 Penalty: 615.197754
	Iteration 15Q: 3 clusters Score -29783.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -29786.169922 Penalty: 615.197754
	Iteration 16Q: 3 clusters Score -29786.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29791.419922 Penalty: 615.197754
	Iteration 17Q: 3 clusters Score -29791.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29794.193359 Penalty: 615.197754
	Iteration 18Q: 3 clusters Score -29794.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -29796.919922 Penalty: 615.197754
	Iteration 19Q: 3 clusters Score -29796.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29802.160156 Penalty: 615.197754
	Iteration 20F: 3 clusters Score -29802.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -29807.363281 Penalty: 615.197754
	Iteration 21Q: 3 clusters Score -29807.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29811.322266 Penalty: 615.197754
	Iteration 22Q: 3 clusters Score -29811.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29815.208984 Penalty: 615.197754
	Iteration 23Q: 3 clusters Score -29815.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -29816.664062 Penalty: 615.197754
	Iteration 24Q: 3 clusters Score -29816.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -29817.341797 Penalty: 615.197754
	Iteration 25Q: 3 clusters Score -29817.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -29820.343750 Penalty: 615.197754
	Iteration 26Q: 3 clusters Score -29820.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -29828.417969 Penalty: 615.197754
	Iteration 27Q: 3 clusters Score -29828.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -29836.777344 Penalty: 615.197754
	Iteration 28Q: 3 clusters Score -29836.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -29844.552734 Penalty: 615.197754
	Iteration 29Q: 3 clusters Score -29844.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -29849.923828 Penalty: 615.197754
	Iteration 30Q: 3 clusters Score -29849.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -29853.367188 Penalty: 615.197754
	Iteration 31Q: 3 clusters Score -29853.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -29854.794922 Penalty: 615.197754
	Iteration 32Q: 3 clusters Score -29854.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -29855.847656 Penalty: 615.197754
	Iteration 33Q: 3 clusters Score -29855.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29856.763672 Penalty: 615.197754
	Iteration 34Q: 3 clusters Score -29856.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -29857.265625 Penalty: 615.197754
	Iteration 35Q: 3 clusters Score -29857.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -29857.582031 Penalty: 615.197754
	Iteration 36Q: 3 clusters Score -29857.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -29857.582031 Penalty: 615.197754
	Iteration 37F: 3 clusters Score -29857.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Entering Unmasked Estep 
Score: -438368.843750 Penalty: 426.728485
	Iteration 0F: 2 clusters Score -438368.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -430417.437500 Penalty: 853.456970
	Iteration 0F: 3 clusters Score -430417.4 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -433787.312500 Penalty: 853.456970
	Iteration 1F: 3 clusters Score -433787.3 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -434262.000000 Penalty: 853.456970
	Iteration 2F: 3 clusters Score -434262 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -434934.343750 Penalty: 853.456970
	Iteration 3F: 3 clusters Score -434934.3 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -435839.937500 Penalty: 853.456970
	Iteration 4F: 3 clusters Score -435839.9 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -436662.250000 Penalty: 853.456970
	Iteration 5F: 3 clusters Score -436662.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -437143.593750 Penalty: 853.456970
	Iteration 6Q: 3 clusters Score -437143.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -437350.656250 Penalty: 853.456970
	Iteration 7Q: 3 clusters Score -437350.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -437457.500000 Penalty: 853.456970
	Iteration 8Q: 3 clusters Score -437457.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -437536.812500 Penalty: 853.456970
	Iteration 9Q: 3 clusters Score -437536.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -437599.593750 Penalty: 853.456970
	Iteration 10Q: 3 clusters Score -437599.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -437653.625000 Penalty: 853.456970
	Iteration 11Q: 3 clusters Score -437653.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -437704.125000 Penalty: 853.456970
	Iteration 12Q: 3 clusters Score -437704.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -437740.593750 Penalty: 853.456970
	Iteration 13Q: 3 clusters Score -437740.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -437772.250000 Penalty: 853.456970
	Iteration 14Q: 3 clusters Score -437772.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -437796.500000 Penalty: 853.456970
	Iteration 15Q: 3 clusters Score -437796.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -437818.593750 Penalty: 853.456970
	Iteration 16Q: 3 clusters Score -437818.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -437836.562500 Penalty: 853.456970
	Iteration 17Q: 3 clusters Score -437836.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -437851.625000 Penalty: 853.456970
	Iteration 18Q: 3 clusters Score -437851.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -437863.750000 Penalty: 853.456970
	Iteration 19Q: 3 clusters Score -437863.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -437875.593750 Penalty: 853.456970
	Iteration 20F: 3 clusters Score -437875.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -437886.937500 Penalty: 853.456970
	Iteration 21Q: 3 clusters Score -437886.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -437897.093750 Penalty: 853.456970
	Iteration 22Q: 3 clusters Score -437897.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -437906.937500 Penalty: 853.456970
	Iteration 23Q: 3 clusters Score -437906.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -437914.875000 Penalty: 853.456970
	Iteration 24Q: 3 clusters Score -437914.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -437922.312500 Penalty: 853.456970
	Iteration 25Q: 3 clusters Score -437922.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -437930.437500 Penalty: 853.456970
	Iteration 26Q: 3 clusters Score -437930.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -437935.968750 Penalty: 853.456970
	Iteration 27Q: 3 clusters Score -437936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -437943.250000 Penalty: 853.456970
	Iteration 28Q: 3 clusters Score -437943.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -437951.281250 Penalty: 853.456970
	Iteration 29Q: 3 clusters Score -437951.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -437956.125000 Penalty: 853.456970
	Iteration 30Q: 3 clusters Score -437956.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -437961.218750 Penalty: 853.456970
	Iteration 31Q: 3 clusters Score -437961.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -437966.343750 Penalty: 853.456970
	Iteration 32Q: 3 clusters Score -437966.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -437971.500000 Penalty: 853.456970
	Iteration 33Q: 3 clusters Score -437971.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -437976.250000 Penalty: 853.456970
	Iteration 34Q: 3 clusters Score -437976.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -437984.531250 Penalty: 853.456970
	Iteration 35Q: 3 clusters Score -437984.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -437989.062500 Penalty: 853.456970
	Iteration 36Q: 3 clusters Score -437989.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -437995.375000 Penalty: 853.456970
	Iteration 37Q: 3 clusters Score -437995.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -438001.312500 Penalty: 853.456970
	Iteration 38Q: 3 clusters Score -438001.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -438003.468750 Penalty: 853.456970
	Iteration 39Q: 3 clusters Score -438003.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -438006.968750 Penalty: 853.456970
	Iteration 40F: 3 clusters Score -438007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -438007.468750 Penalty: 853.456970
	Iteration 41Q: 3 clusters Score -438007.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -438011.062500 Penalty: 853.456970
	Iteration 42Q: 3 clusters Score -438011.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -438011.531250 Penalty: 853.456970
	Iteration 43Q: 3 clusters Score -438011.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -438012.781250 Penalty: 853.456970
	Iteration 44Q: 3 clusters Score -438012.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -438015.937500 Penalty: 853.456970
	Iteration 45Q: 3 clusters Score -438015.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -438016.968750 Penalty: 853.456970
	Iteration 46Q: 3 clusters Score -438017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -438018.656250 Penalty: 853.456970
	Iteration 47Q: 3 clusters Score -438018.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -438020.531250 Penalty: 853.456970
	Iteration 48Q: 3 clusters Score -438020.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -438020.937500 Penalty: 853.456970
	Iteration 49Q: 3 clusters Score -438020.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -438020.250000 Penalty: 853.456970
	Iteration 50Q: 3 clusters Score -438020.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -438020.250000 Penalty: 853.456970
	Iteration 51F: 3 clusters Score -438020.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Entering Unmasked Estep 
Score: -75827.867188 Penalty: 359.898499
	Iteration 0F: 2 clusters Score -75827.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -73916.921875 Penalty: 719.796997
	Iteration 0F: 3 clusters Score -73916.92 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -74678.398438 Penalty: 719.796997
	Iteration 1F: 3 clusters Score -74678.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -74847.765625 Penalty: 719.796997
	Iteration 2F: 3 clusters Score -74847.77 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -74989.617188 Penalty: 719.796997
	Iteration 3F: 3 clusters Score -74989.62 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -75111.054688 Penalty: 719.796997
	Iteration 4F: 3 clusters Score -75111.05 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -75233.234375 Penalty: 719.796997
	Iteration 5F: 3 clusters Score -75233.23 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -75317.039062 Penalty: 719.796997
	Iteration 6Q: 3 clusters Score -75317.04 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -75370.773438 Penalty: 719.796997
	Iteration 7Q: 3 clusters Score -75370.77 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -75412.875000 Penalty: 719.796997
	Iteration 8Q: 3 clusters Score -75412.88 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -75442.210938 Penalty: 719.796997
	Iteration 9Q: 3 clusters Score -75442.21 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -75457.992188 Penalty: 719.796997
	Iteration 10Q: 3 clusters Score -75457.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -75468.453125 Penalty: 719.796997
	Iteration 11Q: 3 clusters Score -75468.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -75480.882812 Penalty: 719.796997
	Iteration 12Q: 3 clusters Score -75480.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -75491.890625 Penalty: 719.796997
	Iteration 13Q: 3 clusters Score -75491.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -75505.296875 Penalty: 719.796997
	Iteration 14Q: 3 clusters Score -75505.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -75521.117188 Penalty: 719.796997
	Iteration 15Q: 3 clusters Score -75521.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -75540.273438 Penalty: 719.796997
	Iteration 16Q: 3 clusters Score -75540.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -75547.671875 Penalty: 719.796997
	Iteration 17Q: 3 clusters Score -75547.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -75553.585938 Penalty: 719.796997
	Iteration 18Q: 3 clusters Score -75553.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -75556.921875 Penalty: 719.796997
	Iteration 19Q: 3 clusters Score -75556.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -75558.640625 Penalty: 719.796997
	Iteration 20F: 3 clusters Score -75558.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -75561.000000 Penalty: 719.796997
	Iteration 21Q: 3 clusters Score -75561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -75562.242188 Penalty: 719.796997
	Iteration 22Q: 3 clusters Score -75562.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -75562.906250 Penalty: 719.796997
	Iteration 23Q: 3 clusters Score -75562.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -75563.320312 Penalty: 719.796997
	Iteration 24Q: 3 clusters Score -75563.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -75563.765625 Penalty: 719.796997
	Iteration 25Q: 3 clusters Score -75563.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -75565.078125 Penalty: 719.796997
	Iteration 26Q: 3 clusters Score -75565.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -75566.343750 Penalty: 719.796997
	Iteration 27Q: 3 clusters Score -75566.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -75566.859375 Penalty: 719.796997
	Iteration 28Q: 3 clusters Score -75566.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -75567.328125 Penalty: 719.796997
	Iteration 29Q: 3 clusters Score -75567.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -75567.742188 Penalty: 719.796997
	Iteration 30Q: 3 clusters Score -75567.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -75567.914062 Penalty: 719.796997
	Iteration 31Q: 3 clusters Score -75567.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -75568.304688 Penalty: 719.796997
	Iteration 32Q: 3 clusters Score -75568.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -75568.687500 Penalty: 719.796997
	Iteration 33Q: 3 clusters Score -75568.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -75568.929688 Penalty: 719.796997
	Iteration 34Q: 3 clusters Score -75568.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -75569.070312 Penalty: 719.796997
	Iteration 35Q: 3 clusters Score -75569.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -75569.070312 Penalty: 719.796997
	Iteration 36F: 3 clusters Score -75569.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Entering Unmasked Estep 
Score: -85451.500000 Penalty: 354.420166
	Iteration 0F: 2 clusters Score -85451.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -83720.781250 Penalty: 708.840332
	Iteration 0F: 3 clusters Score -83720.78 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -84355.312500 Penalty: 708.840332
	Iteration 1F: 3 clusters Score -84355.31 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -84459.968750 Penalty: 708.840332
	Iteration 2F: 3 clusters Score -84459.97 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -84539.148438 Penalty: 708.840332
	Iteration 3F: 3 clusters Score -84539.15 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -84615.500000 Penalty: 708.840332
	Iteration 4F: 3 clusters Score -84615.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -84676.226562 Penalty: 708.840332
	Iteration 5F: 3 clusters Score -84676.23 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -84728.906250 Penalty: 708.840332
	Iteration 6Q: 3 clusters Score -84728.91 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -84772.289062 Penalty: 708.840332
	Iteration 7Q: 3 clusters Score -84772.29 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -84821.671875 Penalty: 708.840332
	Iteration 8Q: 3 clusters Score -84821.67 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -84864.960938 Penalty: 708.840332
	Iteration 9Q: 3 clusters Score -84864.96 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -84905.625000 Penalty: 708.840332
	Iteration 10Q: 3 clusters Score -84905.62 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -84939.156250 Penalty: 708.840332
	Iteration 11Q: 3 clusters Score -84939.16 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -84971.960938 Penalty: 708.840332
	Iteration 12Q: 3 clusters Score -84971.96 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -85005.171875 Penalty: 708.840332
	Iteration 13Q: 3 clusters Score -85005.17 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85032.570312 Penalty: 708.840332
	Iteration 14Q: 3 clusters Score -85032.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -85049.765625 Penalty: 708.840332
	Iteration 15Q: 3 clusters Score -85049.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -85057.710938 Penalty: 708.840332
	Iteration 16Q: 3 clusters Score -85057.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -85068.968750 Penalty: 708.840332
	Iteration 17Q: 3 clusters Score -85068.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -85081.859375 Penalty: 708.840332
	Iteration 18Q: 3 clusters Score -85081.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -85088.187500 Penalty: 708.840332
	Iteration 19Q: 3 clusters Score -85088.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -85099.359375 Penalty: 708.840332
	Iteration 20F: 3 clusters Score -85099.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -85111.039062 Penalty: 708.840332
	Iteration 21Q: 3 clusters Score -85111.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -85123.695312 Penalty: 708.840332
	Iteration 22Q: 3 clusters Score -85123.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -85132.039062 Penalty: 708.840332
	Iteration 23Q: 3 clusters Score -85132.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -85137.484375 Penalty: 708.840332
	Iteration 24Q: 3 clusters Score -85137.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -85143.179688 Penalty: 708.840332
	Iteration 25Q: 3 clusters Score -85143.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -85149.515625 Penalty: 708.840332
	Iteration 26Q: 3 clusters Score -85149.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -85150.984375 Penalty: 708.840332
	Iteration 27Q: 3 clusters Score -85150.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -85151.304688 Penalty: 708.840332
	Iteration 28Q: 3 clusters Score -85151.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -85152.203125 Penalty: 708.840332
	Iteration 29Q: 3 clusters Score -85152.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -85153.507812 Penalty: 708.840332
	Iteration 30Q: 3 clusters Score -85153.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -85156.054688 Penalty: 708.840332
	Iteration 31Q: 3 clusters Score -85156.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -85157.085938 Penalty: 708.840332
	Iteration 32Q: 3 clusters Score -85157.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -85160.992188 Penalty: 708.840332
	Iteration 33Q: 3 clusters Score -85160.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -85163.023438 Penalty: 708.840332
	Iteration 34Q: 3 clusters Score -85163.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -85164.968750 Penalty: 708.840332
	Iteration 35Q: 3 clusters Score -85164.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -85165.242188 Penalty: 708.840332
	Iteration 36Q: 3 clusters Score -85165.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -85165.242188 Penalty: 708.840332
	Iteration 37F: 3 clusters Score -85165.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Entering Unmasked Estep 
Score: -372750.656250 Penalty: 419.342682
	Iteration 0F: 2 clusters Score -372750.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -366161.531250 Penalty: 838.685364
	Iteration 0F: 3 clusters Score -366161.5 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -369030.125000 Penalty: 838.685364
	Iteration 1F: 3 clusters Score -369030.1 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -369484.562500 Penalty: 838.685364
	Iteration 2F: 3 clusters Score -369484.6 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -370002.468750 Penalty: 838.685364
	Iteration 3F: 3 clusters Score -370002.5 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -370553.437500 Penalty: 838.685364
	Iteration 4F: 3 clusters Score -370553.4 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -371077.437500 Penalty: 838.685364
	Iteration 5F: 3 clusters Score -371077.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -371563.218750 Penalty: 838.685364
	Iteration 6F: 3 clusters Score -371563.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -371921.718750 Penalty: 838.685364
	Iteration 7Q: 3 clusters Score -371921.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -372132.093750 Penalty: 838.685364
	Iteration 8Q: 3 clusters Score -372132.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -372273.343750 Penalty: 838.685364
	Iteration 9Q: 3 clusters Score -372273.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -372385.750000 Penalty: 838.685364
	Iteration 10Q: 3 clusters Score -372385.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -372450.125000 Penalty: 838.685364
	Iteration 11Q: 3 clusters Score -372450.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -372490.750000 Penalty: 838.685364
	Iteration 12Q: 3 clusters Score -372490.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -372523.218750 Penalty: 838.685364
	Iteration 13Q: 3 clusters Score -372523.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -372540.125000 Penalty: 838.685364
	Iteration 14Q: 3 clusters Score -372540.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -372549.593750 Penalty: 838.685364
	Iteration 15Q: 3 clusters Score -372549.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -372558.156250 Penalty: 838.685364
	Iteration 16Q: 3 clusters Score -372558.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -372562.156250 Penalty: 838.685364
	Iteration 17Q: 3 clusters Score -372562.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -372565.781250 Penalty: 838.685364
	Iteration 18Q: 3 clusters Score -372565.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -372567.250000 Penalty: 838.685364
	Iteration 19Q: 3 clusters Score -372567.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -372568.593750 Penalty: 838.685364
	Iteration 20F: 3 clusters Score -372568.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -372569.593750 Penalty: 838.685364
	Iteration 21Q: 3 clusters Score -372569.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -372570.781250 Penalty: 838.685364
	Iteration 22Q: 3 clusters Score -372570.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -372571.250000 Penalty: 838.685364
	Iteration 23Q: 3 clusters Score -372571.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -372571.875000 Penalty: 838.685364
	Iteration 24Q: 3 clusters Score -372571.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -372571.968750 Penalty: 838.685364
	Iteration 25Q: 3 clusters Score -372572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -372571.437500 Penalty: 838.685364
	Iteration 26Q: 3 clusters Score -372571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -372571.375000 Penalty: 838.685364
	Iteration 27Q: 3 clusters Score -372571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -372571.906250 Penalty: 838.685364
	Iteration 28Q: 3 clusters Score -372571.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -372571.906250 Penalty: 838.685364
	Iteration 29F: 3 clusters Score -372571.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (476432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476432 members 
Entering Unmasked Estep 
Score: -18290614.000000 Penalty: 594.870667
	Iteration 0F: 2 clusters Score -1.829061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237808 members 
Mstep: Class 2 contains 238624 members 
Entering Unmasked Estep 
Score: -17971574.000000 Penalty: 1189.741333
	Iteration 0F: 3 clusters Score -1.797157e+07 nChanged 235608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215404 members 
Mstep: Class 2 contains 261028 members 
Entering Unmasked Estep 
Score: -18120720.000000 Penalty: 1189.741333
	Iteration 1F: 3 clusters Score -1.812072e+07 nChanged 22549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198717 members 
Mstep: Class 2 contains 277715 members 
Entering Unmasked Estep 
Score: -18130352.000000 Penalty: 1189.741333
	Iteration 2Q: 3 clusters Score -1.813035e+07 nChanged 29776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174315 members 
Mstep: Class 2 contains 302117 members 
Entering Unmasked Estep 
Score: -18146682.000000 Penalty: 1189.741333
	Iteration 3F: 3 clusters Score -1.814668e+07 nChanged 35972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142883 members 
Mstep: Class 2 contains 333549 members 
Entering Unmasked Estep 
Score: -18171832.000000 Penalty: 1189.741333
	Iteration 4F: 3 clusters Score -1.817183e+07 nChanged 37310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109239 members 
Mstep: Class 2 contains 367193 members 
Entering Unmasked Estep 
Score: -18202962.000000 Penalty: 1189.741333
	Iteration 5F: 3 clusters Score -1.820296e+07 nChanged 31705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80112 members 
Mstep: Class 2 contains 396320 members 
Entering Unmasked Estep 
Score: -18231104.000000 Penalty: 1189.741333
	Iteration 6F: 3 clusters Score -1.82311e+07 nChanged 22483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59485 members 
Mstep: Class 2 contains 416947 members 
Entering Unmasked Estep 
Score: -18250786.000000 Penalty: 1189.741333
	Iteration 7Q: 3 clusters Score -1.825079e+07 nChanged 14905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 430758 members 
Entering Unmasked Estep 
Score: -18262200.000000 Penalty: 1189.741333
	Iteration 8Q: 3 clusters Score -1.82622e+07 nChanged 10340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 440866 members 
Entering Unmasked Estep 
Score: -18269276.000000 Penalty: 1189.741333
	Iteration 9Q: 3 clusters Score -1.826928e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 448965 members 
Entering Unmasked Estep 
Score: -18274370.000000 Penalty: 1189.741333
	Iteration 10Q: 3 clusters Score -1.827437e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 455425 members 
Entering Unmasked Estep 
Score: -18278168.000000 Penalty: 1189.741333
	Iteration 11Q: 3 clusters Score -1.827817e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 460524 members 
Entering Unmasked Estep 
Score: -18281706.000000 Penalty: 1189.741333
	Iteration 12Q: 3 clusters Score -1.828171e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 464364 members 
Entering Unmasked Estep 
Score: -18284338.000000 Penalty: 1189.741333
	Iteration 13Q: 3 clusters Score -1.828434e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 467156 members 
Entering Unmasked Estep 
Score: -18286002.000000 Penalty: 1189.741333
	Iteration 14Q: 3 clusters Score -1.8286e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 469144 members 
Entering Unmasked Estep 
Score: -18287286.000000 Penalty: 1189.741333
	Iteration 15Q: 3 clusters Score -1.828729e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 470595 members 
Entering Unmasked Estep 
Score: -18288124.000000 Penalty: 1189.741333
	Iteration 16Q: 3 clusters Score -1.828812e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 471641 members 
Entering Unmasked Estep 
Score: -18288692.000000 Penalty: 1189.741333
	Iteration 17Q: 3 clusters Score -1.828869e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 472419 members 
Entering Unmasked Estep 
Score: -18289004.000000 Penalty: 1189.741333
	Iteration 18Q: 3 clusters Score -1.8289e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 473044 members 
Entering Unmasked Estep 
Score: -18289252.000000 Penalty: 1189.741333
	Iteration 19Q: 3 clusters Score -1.828925e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 473519 members 
Entering Unmasked Estep 
Score: -18289462.000000 Penalty: 1189.741333
	Iteration 20F: 3 clusters Score -1.828946e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 473886 members 
Entering Unmasked Estep 
Score: -18289598.000000 Penalty: 1189.741333
	Iteration 21Q: 3 clusters Score -1.82896e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 474175 members 
Entering Unmasked Estep 
Score: -18289672.000000 Penalty: 1189.741333
	Iteration 22Q: 3 clusters Score -1.828967e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 474439 members 
Entering Unmasked Estep 
Score: -18289814.000000 Penalty: 1189.741333
	Iteration 23Q: 3 clusters Score -1.828981e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 474645 members 
Entering Unmasked Estep 
Score: -18289902.000000 Penalty: 1189.741333
	Iteration 24Q: 3 clusters Score -1.82899e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 474809 members 
Entering Unmasked Estep 
Score: -18289966.000000 Penalty: 1189.741333
	Iteration 25Q: 3 clusters Score -1.828997e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 474945 members 
Entering Unmasked Estep 
Score: -18290010.000000 Penalty: 1189.741333
	Iteration 26Q: 3 clusters Score -1.829001e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 475050 members 
Entering Unmasked Estep 
Score: -18290004.000000 Penalty: 1189.741333
	Iteration 27Q: 3 clusters Score -1.829e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 475136 members 
Entering Unmasked Estep 
Score: -18290054.000000 Penalty: 1189.741333
	Iteration 28Q: 3 clusters Score -1.829005e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 475198 members 
Entering Unmasked Estep 
Score: -18290048.000000 Penalty: 1189.741333
	Iteration 29Q: 3 clusters Score -1.829005e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 475249 members 
Entering Unmasked Estep 
Score: -18290064.000000 Penalty: 1189.741333
	Iteration 30Q: 3 clusters Score -1.829006e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 475294 members 
Entering Unmasked Estep 
Score: -18290108.000000 Penalty: 1189.741333
	Iteration 31Q: 3 clusters Score -1.829011e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 475337 members 
Entering Unmasked Estep 
Score: -18290090.000000 Penalty: 1189.741333
	Iteration 32Q: 3 clusters Score -1.829009e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 475380 members 
Entering Unmasked Estep 
Score: -18290146.000000 Penalty: 1189.741333
	Iteration 33Q: 3 clusters Score -1.829015e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 475412 members 
Entering Unmasked Estep 
Score: -18290176.000000 Penalty: 1189.741333
	Iteration 34Q: 3 clusters Score -1.829018e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 475434 members 
Entering Unmasked Estep 
Score: -18290178.000000 Penalty: 1189.741333
	Iteration 35Q: 3 clusters Score -1.829018e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 475451 members 
Entering Unmasked Estep 
Score: -18290172.000000 Penalty: 1189.741333
	Iteration 36Q: 3 clusters Score -1.829017e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 475468 members 
Entering Unmasked Estep 
Score: -18290176.000000 Penalty: 1189.741333
	Iteration 37Q: 3 clusters Score -1.829018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 475482 members 
Entering Unmasked Estep 
Score: -18290182.000000 Penalty: 1189.741333
	Iteration 38Q: 3 clusters Score -1.829018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 475495 members 
Entering Unmasked Estep 
Score: -18290170.000000 Penalty: 1189.741333
	Iteration 39Q: 3 clusters Score -1.829017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 475506 members 
Entering Unmasked Estep 
Score: -18290152.000000 Penalty: 1189.741333
	Iteration 40F: 3 clusters Score -1.829015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 475518 members 
Entering Unmasked Estep 
Score: -18290150.000000 Penalty: 1189.741333
	Iteration 41Q: 3 clusters Score -1.829015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 475523 members 
Entering Unmasked Estep 
Score: -18290150.000000 Penalty: 1189.741333
	Iteration 42Q: 3 clusters Score -1.829015e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 475536 members 
Entering Unmasked Estep 
Score: -18290148.000000 Penalty: 1189.741333
	Iteration 43Q: 3 clusters Score -1.829015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 475549 members 
Entering Unmasked Estep 
Score: -18290160.000000 Penalty: 1189.741333
	Iteration 44Q: 3 clusters Score -1.829016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 475559 members 
Entering Unmasked Estep 
Score: -18290166.000000 Penalty: 1189.741333
	Iteration 45Q: 3 clusters Score -1.829017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 475567 members 
Entering Unmasked Estep 
Score: -18290172.000000 Penalty: 1189.741333
	Iteration 46Q: 3 clusters Score -1.829017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 475575 members 
Entering Unmasked Estep 
Score: -18290178.000000 Penalty: 1189.741333
	Iteration 47Q: 3 clusters Score -1.829018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 475580 members 
Entering Unmasked Estep 
Score: -18290180.000000 Penalty: 1189.741333
	Iteration 48Q: 3 clusters Score -1.829018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 475586 members 
Entering Unmasked Estep 
Score: -18290162.000000 Penalty: 1189.741333
	Iteration 49Q: 3 clusters Score -1.829016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 475592 members 
Entering Unmasked Estep 
Score: -18290164.000000 Penalty: 1189.741333
	Iteration 50Q: 3 clusters Score -1.829016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 475597 members 
Entering Unmasked Estep 
Score: -18290156.000000 Penalty: 1189.741333
	Iteration 51Q: 3 clusters Score -1.829016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 475603 members 
Entering Unmasked Estep 
Score: -18290172.000000 Penalty: 1189.741333
	Iteration 52Q: 3 clusters Score -1.829017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 475608 members 
Entering Unmasked Estep 
Score: -18290168.000000 Penalty: 1189.741333
	Iteration 53Q: 3 clusters Score -1.829017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 475614 members 
Entering Unmasked Estep 
Score: -18290164.000000 Penalty: 1189.741333
	Iteration 54Q: 3 clusters Score -1.829016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 475624 members 
Entering Unmasked Estep 
Score: -18290168.000000 Penalty: 1189.741333
	Iteration 55Q: 3 clusters Score -1.829017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 475636 members 
Entering Unmasked Estep 
Score: -18290170.000000 Penalty: 1189.741333
	Iteration 56Q: 3 clusters Score -1.829017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 475645 members 
Entering Unmasked Estep 
Score: -18290162.000000 Penalty: 1189.741333
	Iteration 57Q: 3 clusters Score -1.829016e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 475656 members 
Entering Unmasked Estep 
Score: -18290176.000000 Penalty: 1189.741333
	Iteration 58Q: 3 clusters Score -1.829018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 475667 members 
Entering Unmasked Estep 
Score: -18290188.000000 Penalty: 1189.741333
	Iteration 59Q: 3 clusters Score -1.829019e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 475677 members 
Entering Unmasked Estep 
Score: -18290162.000000 Penalty: 1189.741333
	Iteration 60F: 3 clusters Score -1.829016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 475685 members 
Entering Unmasked Estep 
Score: -18290168.000000 Penalty: 1189.741333
	Iteration 61Q: 3 clusters Score -1.829017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 475689 members 
Entering Unmasked Estep 
Score: -18290174.000000 Penalty: 1189.741333
	Iteration 62Q: 3 clusters Score -1.829017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 475693 members 
Entering Unmasked Estep 
Score: -18290168.000000 Penalty: 1189.741333
	Iteration 63Q: 3 clusters Score -1.829017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 475697 members 
Entering Unmasked Estep 
Score: -18290166.000000 Penalty: 1189.741333
	Iteration 64Q: 3 clusters Score -1.829017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 475699 members 
Entering Unmasked Estep 
Score: -18290172.000000 Penalty: 1189.741333
	Iteration 65Q: 3 clusters Score -1.829017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 475704 members 
Entering Unmasked Estep 
Score: -18290174.000000 Penalty: 1189.741333
	Iteration 66Q: 3 clusters Score -1.829017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 475707 members 
Entering Unmasked Estep 
Score: -18290186.000000 Penalty: 1189.741333
	Iteration 67Q: 3 clusters Score -1.829019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 475710 members 
Entering Unmasked Estep 
Score: -18290182.000000 Penalty: 1189.741333
	Iteration 68Q: 3 clusters Score -1.829018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 475711 members 
Entering Unmasked Estep 
Score: -18290178.000000 Penalty: 1189.741333
	Iteration 69Q: 3 clusters Score -1.829018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 475712 members 
Entering Unmasked Estep 
Score: -18290188.000000 Penalty: 1189.741333
	Iteration 70Q: 3 clusters Score -1.829019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 475713 members 
Entering Unmasked Estep 
Score: -18290190.000000 Penalty: 1189.741333
	Iteration 71Q: 3 clusters Score -1.829019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 475713 members 
Entering Unmasked Estep 
Score: -18290190.000000 Penalty: 1189.741333
	Iteration 72F: 3 clusters Score -1.829019e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Entering Unmasked Estep 
Score: -490347.437500 Penalty: 432.896790
	Iteration 0F: 2 clusters Score -490347.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -481271.406250 Penalty: 865.793579
	Iteration 0F: 3 clusters Score -481271.4 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -484882.156250 Penalty: 865.793579
	Iteration 1F: 3 clusters Score -484882.2 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -485197.875000 Penalty: 865.793579
	Iteration 2F: 3 clusters Score -485197.9 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -485648.312500 Penalty: 865.793579
	Iteration 3F: 3 clusters Score -485648.3 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -486167.093750 Penalty: 865.793579
	Iteration 4F: 3 clusters Score -486167.1 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -486714.187500 Penalty: 865.793579
	Iteration 5F: 3 clusters Score -486714.2 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -487234.343750 Penalty: 865.793579
	Iteration 6F: 3 clusters Score -487234.3 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -487762.500000 Penalty: 865.793579
	Iteration 7F: 3 clusters Score -487762.5 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -488386.093750 Penalty: 865.793579
	Iteration 8Q: 3 clusters Score -488386.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -488864.218750 Penalty: 865.793579
	Iteration 9Q: 3 clusters Score -488864.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -489114.718750 Penalty: 865.793579
	Iteration 10Q: 3 clusters Score -489114.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -489248.062500 Penalty: 865.793579
	Iteration 11Q: 3 clusters Score -489248.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -489323.968750 Penalty: 865.793579
	Iteration 12Q: 3 clusters Score -489324 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -489388.531250 Penalty: 865.793579
	Iteration 13Q: 3 clusters Score -489388.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -489436.781250 Penalty: 865.793579
	Iteration 14Q: 3 clusters Score -489436.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -489475.437500 Penalty: 865.793579
	Iteration 15Q: 3 clusters Score -489475.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -489516.437500 Penalty: 865.793579
	Iteration 16Q: 3 clusters Score -489516.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -489552.843750 Penalty: 865.793579
	Iteration 17Q: 3 clusters Score -489552.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -489588.687500 Penalty: 865.793579
	Iteration 18Q: 3 clusters Score -489588.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -489625.468750 Penalty: 865.793579
	Iteration 19Q: 3 clusters Score -489625.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -489663.937500 Penalty: 865.793579
	Iteration 20F: 3 clusters Score -489663.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -489699.000000 Penalty: 865.793579
	Iteration 21Q: 3 clusters Score -489699 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -489733.093750 Penalty: 865.793579
	Iteration 22Q: 3 clusters Score -489733.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -489756.937500 Penalty: 865.793579
	Iteration 23Q: 3 clusters Score -489756.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -489783.187500 Penalty: 865.793579
	Iteration 24Q: 3 clusters Score -489783.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -489804.875000 Penalty: 865.793579
	Iteration 25Q: 3 clusters Score -489804.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -489823.093750 Penalty: 865.793579
	Iteration 26Q: 3 clusters Score -489823.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -489842.750000 Penalty: 865.793579
	Iteration 27Q: 3 clusters Score -489842.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -489861.375000 Penalty: 865.793579
	Iteration 28Q: 3 clusters Score -489861.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -489881.468750 Penalty: 865.793579
	Iteration 29Q: 3 clusters Score -489881.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -489896.406250 Penalty: 865.793579
	Iteration 30Q: 3 clusters Score -489896.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -489909.906250 Penalty: 865.793579
	Iteration 31Q: 3 clusters Score -489909.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -489925.218750 Penalty: 865.793579
	Iteration 32Q: 3 clusters Score -489925.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -489937.625000 Penalty: 865.793579
	Iteration 33Q: 3 clusters Score -489937.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -489948.937500 Penalty: 865.793579
	Iteration 34Q: 3 clusters Score -489948.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -489960.593750 Penalty: 865.793579
	Iteration 35Q: 3 clusters Score -489960.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -489969.593750 Penalty: 865.793579
	Iteration 36Q: 3 clusters Score -489969.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -489976.156250 Penalty: 865.793579
	Iteration 37Q: 3 clusters Score -489976.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -489982.812500 Penalty: 865.793579
	Iteration 38Q: 3 clusters Score -489982.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -489986.593750 Penalty: 865.793579
	Iteration 39Q: 3 clusters Score -489986.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -489991.875000 Penalty: 865.793579
	Iteration 40F: 3 clusters Score -489991.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -489994.625000 Penalty: 865.793579
	Iteration 41Q: 3 clusters Score -489994.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -489995.812500 Penalty: 865.793579
	Iteration 42Q: 3 clusters Score -489995.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -489998.156250 Penalty: 865.793579
	Iteration 43Q: 3 clusters Score -489998.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -490002.250000 Penalty: 865.793579
	Iteration 44Q: 3 clusters Score -490002.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -490002.062500 Penalty: 865.793579
	Iteration 45Q: 3 clusters Score -490002.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -490003.562500 Penalty: 865.793579
	Iteration 46Q: 3 clusters Score -490003.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -490004.406250 Penalty: 865.793579
	Iteration 47Q: 3 clusters Score -490004.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -490004.406250 Penalty: 865.793579
	Iteration 48F: 3 clusters Score -490004.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Entering Unmasked Estep 
Score: -97957.781250 Penalty: 357.585724
	Iteration 0F: 2 clusters Score -97957.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -96122.718750 Penalty: 715.171448
	Iteration 0F: 3 clusters Score -96122.72 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -96753.390625 Penalty: 715.171448
	Iteration 1F: 3 clusters Score -96753.39 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -96868.804688 Penalty: 715.171448
	Iteration 2F: 3 clusters Score -96868.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -96964.023438 Penalty: 715.171448
	Iteration 3F: 3 clusters Score -96964.02 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -97032.343750 Penalty: 715.171448
	Iteration 4F: 3 clusters Score -97032.34 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -97089.570312 Penalty: 715.171448
	Iteration 5Q: 3 clusters Score -97089.57 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -97138.320312 Penalty: 715.171448
	Iteration 6Q: 3 clusters Score -97138.32 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -97203.679688 Penalty: 715.171448
	Iteration 7Q: 3 clusters Score -97203.68 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -97275.531250 Penalty: 715.171448
	Iteration 8Q: 3 clusters Score -97275.53 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -97340.476562 Penalty: 715.171448
	Iteration 9Q: 3 clusters Score -97340.48 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -97404.179688 Penalty: 715.171448
	Iteration 10Q: 3 clusters Score -97404.18 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -97453.031250 Penalty: 715.171448
	Iteration 11Q: 3 clusters Score -97453.03 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -97499.859375 Penalty: 715.171448
	Iteration 12Q: 3 clusters Score -97499.86 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -97545.226562 Penalty: 715.171448
	Iteration 13Q: 3 clusters Score -97545.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -97566.250000 Penalty: 715.171448
	Iteration 14Q: 3 clusters Score -97566.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -97592.289062 Penalty: 715.171448
	Iteration 15Q: 3 clusters Score -97592.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -97606.265625 Penalty: 715.171448
	Iteration 16Q: 3 clusters Score -97606.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -97617.867188 Penalty: 715.171448
	Iteration 17Q: 3 clusters Score -97617.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -97631.210938 Penalty: 715.171448
	Iteration 18Q: 3 clusters Score -97631.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -97639.750000 Penalty: 715.171448
	Iteration 19Q: 3 clusters Score -97639.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -97641.406250 Penalty: 715.171448
	Iteration 20F: 3 clusters Score -97641.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -97644.710938 Penalty: 715.171448
	Iteration 21Q: 3 clusters Score -97644.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -97645.398438 Penalty: 715.171448
	Iteration 22Q: 3 clusters Score -97645.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -97645.398438 Penalty: 715.171448
	Iteration 23F: 3 clusters Score -97645.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -38273.917969 Penalty: 318.928101
	Iteration 0F: 2 clusters Score -38273.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -37400.187500 Penalty: 637.856201
	Iteration 0F: 3 clusters Score -37400.19 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -37732.875000 Penalty: 637.856201
	Iteration 1F: 3 clusters Score -37732.88 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -37872.816406 Penalty: 637.856201
	Iteration 2F: 3 clusters Score -37872.82 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -37997.691406 Penalty: 637.856201
	Iteration 3F: 3 clusters Score -37997.69 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -38069.375000 Penalty: 637.856201
	Iteration 4F: 3 clusters Score -38069.38 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -38163.500000 Penalty: 637.856201
	Iteration 5Q: 3 clusters Score -38163.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -38245.667969 Penalty: 637.856201
	Iteration 6F: 3 clusters Score -38245.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -38266.917969 Penalty: 637.856201
	Iteration 7Q: 3 clusters Score -38266.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -38270.941406 Penalty: 637.856201
	Iteration 8Q: 3 clusters Score -38270.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -38271.894531 Penalty: 637.856201
	Iteration 9Q: 3 clusters Score -38271.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -38272.550781 Penalty: 637.856201
	Iteration 10Q: 3 clusters Score -38272.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -38277.175781 Penalty: 637.856201
	Iteration 11Q: 3 clusters Score -38277.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -38281.410156 Penalty: 637.856201
	Iteration 12Q: 3 clusters Score -38281.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -38283.519531 Penalty: 637.856201
	Iteration 13Q: 3 clusters Score -38283.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -38285.937500 Penalty: 637.856201
	Iteration 14Q: 3 clusters Score -38285.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -38289.792969 Penalty: 637.856201
	Iteration 15Q: 3 clusters Score -38289.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -38291.535156 Penalty: 637.856201
	Iteration 16Q: 3 clusters Score -38291.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -38291.535156 Penalty: 637.856201
	Iteration 17F: 3 clusters Score -38291.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11833 members 
Mstep: Class 3 contains 2724 members 
Mstep: Class 4 contains 2415 members 
Mstep: Class 5 contains 10060 members 
Mstep: Class 6 contains 476432 members 
Mstep: Class 7 contains 13551 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 12733 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12868 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 7244 members 
Mstep: Class 18 contains 5398 members 
Mstep: Class 19 contains 7759 members 
Mstep: Class 20 contains 2897 members 
Mstep: Class 21 contains 11386 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3206 members 
Mstep: Class 25 contains 17321 members 
Mstep: Class 26 contains 106457 members 
Mstep: Class 27 contains 3134 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14046 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4235 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 558869 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 6314 members 
Mstep: Class 38 contains 20695 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7688 members 
Mstep: Class 41 contains 1667 members 
Mstep: Class 42 contains 4074 members 
Mstep: Class 43 contains 1767 members 
Mstep: Class 44 contains 600 members 
Entering Unmasked Estep 
Score: -50378636.000000 Penalty: 28315.023438
Splitting cluster 9 changes total score from -50378976.000000 to -50378636.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (10597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Entering Unmasked Estep 
Score: -388514.656250 Penalty: 421.708832
	Iteration 0F: 2 clusters Score -388514.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -381516.843750 Penalty: 843.417664
	Iteration 0F: 3 clusters Score -381516.8 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -384800.906250 Penalty: 843.417664
	Iteration 1F: 3 clusters Score -384800.9 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -385370.625000 Penalty: 843.417664
	Iteration 2F: 3 clusters Score -385370.6 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -385926.406250 Penalty: 843.417664
	Iteration 3F: 3 clusters Score -385926.4 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -386399.000000 Penalty: 843.417664
	Iteration 4F: 3 clusters Score -386399 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -386778.843750 Penalty: 843.417664
	Iteration 5F: 3 clusters Score -386778.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -387069.781250 Penalty: 843.417664
	Iteration 6Q: 3 clusters Score -387069.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -387255.000000 Penalty: 843.417664
	Iteration 7Q: 3 clusters Score -387255 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -387369.593750 Penalty: 843.417664
	Iteration 8Q: 3 clusters Score -387369.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -387440.031250 Penalty: 843.417664
	Iteration 9Q: 3 clusters Score -387440 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -387500.906250 Penalty: 843.417664
	Iteration 10Q: 3 clusters Score -387500.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -387554.750000 Penalty: 843.417664
	Iteration 11Q: 3 clusters Score -387554.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -387591.562500 Penalty: 843.417664
	Iteration 12Q: 3 clusters Score -387591.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -387633.593750 Penalty: 843.417664
	Iteration 13Q: 3 clusters Score -387633.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -387680.437500 Penalty: 843.417664
	Iteration 14Q: 3 clusters Score -387680.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -387719.000000 Penalty: 843.417664
	Iteration 15Q: 3 clusters Score -387719 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -387769.937500 Penalty: 843.417664
	Iteration 16Q: 3 clusters Score -387769.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -387824.843750 Penalty: 843.417664
	Iteration 17Q: 3 clusters Score -387824.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -387882.812500 Penalty: 843.417664
	Iteration 18Q: 3 clusters Score -387882.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -387949.406250 Penalty: 843.417664
	Iteration 19Q: 3 clusters Score -387949.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -388054.406250 Penalty: 843.417664
	Iteration 20F: 3 clusters Score -388054.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -388174.218750 Penalty: 843.417664
	Iteration 21Q: 3 clusters Score -388174.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -388279.656250 Penalty: 843.417664
	Iteration 22Q: 3 clusters Score -388279.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -388338.593750 Penalty: 843.417664
	Iteration 23Q: 3 clusters Score -388338.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -388362.500000 Penalty: 843.417664
	Iteration 24Q: 3 clusters Score -388362.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -388378.468750 Penalty: 843.417664
	Iteration 25Q: 3 clusters Score -388378.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -388393.781250 Penalty: 843.417664
	Iteration 26Q: 3 clusters Score -388393.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -388403.531250 Penalty: 843.417664
	Iteration 27Q: 3 clusters Score -388403.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -388410.031250 Penalty: 843.417664
	Iteration 28Q: 3 clusters Score -388410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -388412.750000 Penalty: 843.417664
	Iteration 29Q: 3 clusters Score -388412.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -388415.718750 Penalty: 843.417664
	Iteration 30Q: 3 clusters Score -388415.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -388418.125000 Penalty: 843.417664
	Iteration 31Q: 3 clusters Score -388418.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -388421.687500 Penalty: 843.417664
	Iteration 32Q: 3 clusters Score -388421.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -388422.281250 Penalty: 843.417664
	Iteration 33Q: 3 clusters Score -388422.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -388422.781250 Penalty: 843.417664
	Iteration 34Q: 3 clusters Score -388422.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -388422.562500 Penalty: 843.417664
	Iteration 35Q: 3 clusters Score -388422.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -388422.125000 Penalty: 843.417664
	Iteration 36Q: 3 clusters Score -388422.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -388422.125000 Penalty: 843.417664
	Iteration 37F: 3 clusters Score -388422.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Entering Unmasked Estep 
Score: -227069.750000 Penalty: 397.158142
	Iteration 0F: 2 clusters Score -227069.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -222885.328125 Penalty: 794.316284
	Iteration 0F: 3 clusters Score -222885.3 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -224699.671875 Penalty: 794.316284
	Iteration 1F: 3 clusters Score -224699.7 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -225231.046875 Penalty: 794.316284
	Iteration 2F: 3 clusters Score -225231 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -225782.312500 Penalty: 794.316284
	Iteration 3F: 3 clusters Score -225782.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -226232.718750 Penalty: 794.316284
	Iteration 4F: 3 clusters Score -226232.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -226516.656250 Penalty: 794.316284
	Iteration 5F: 3 clusters Score -226516.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -226699.250000 Penalty: 794.316284
	Iteration 6Q: 3 clusters Score -226699.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -226842.125000 Penalty: 794.316284
	Iteration 7Q: 3 clusters Score -226842.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -226915.734375 Penalty: 794.316284
	Iteration 8Q: 3 clusters Score -226915.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -226962.125000 Penalty: 794.316284
	Iteration 9Q: 3 clusters Score -226962.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -226989.515625 Penalty: 794.316284
	Iteration 10Q: 3 clusters Score -226989.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -227009.500000 Penalty: 794.316284
	Iteration 11Q: 3 clusters Score -227009.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -227021.500000 Penalty: 794.316284
	Iteration 12Q: 3 clusters Score -227021.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -227030.093750 Penalty: 794.316284
	Iteration 13Q: 3 clusters Score -227030.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -227035.093750 Penalty: 794.316284
	Iteration 14Q: 3 clusters Score -227035.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -227038.375000 Penalty: 794.316284
	Iteration 15Q: 3 clusters Score -227038.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -227039.343750 Penalty: 794.316284
	Iteration 16Q: 3 clusters Score -227039.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -227040.484375 Penalty: 794.316284
	Iteration 17Q: 3 clusters Score -227040.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -227040.671875 Penalty: 794.316284
	Iteration 18Q: 3 clusters Score -227040.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -227041.156250 Penalty: 794.316284
	Iteration 19Q: 3 clusters Score -227041.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -227041.031250 Penalty: 794.316284
	Iteration 20F: 3 clusters Score -227041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -227041.156250 Penalty: 794.316284
	Iteration 21Q: 3 clusters Score -227041.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -227041.156250 Penalty: 794.316284
	Iteration 22F: 3 clusters Score -227041.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Entering Unmasked Estep 
Score: -459689.531250 Penalty: 430.063812
	Iteration 0F: 2 clusters Score -459689.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -451204.937500 Penalty: 860.127625
	Iteration 0F: 3 clusters Score -451204.9 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -454793.468750 Penalty: 860.127625
	Iteration 1F: 3 clusters Score -454793.5 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -455284.375000 Penalty: 860.127625
	Iteration 2F: 3 clusters Score -455284.4 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -455900.343750 Penalty: 860.127625
	Iteration 3F: 3 clusters Score -455900.3 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -456673.156250 Penalty: 860.127625
	Iteration 4F: 3 clusters Score -456673.2 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -457400.500000 Penalty: 860.127625
	Iteration 5F: 3 clusters Score -457400.5 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -457853.125000 Penalty: 860.127625
	Iteration 6F: 3 clusters Score -457853.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -458051.750000 Penalty: 860.127625
	Iteration 7Q: 3 clusters Score -458051.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -458159.593750 Penalty: 860.127625
	Iteration 8Q: 3 clusters Score -458159.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -458229.625000 Penalty: 860.127625
	Iteration 9Q: 3 clusters Score -458229.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -458288.812500 Penalty: 860.127625
	Iteration 10Q: 3 clusters Score -458288.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -458356.937500 Penalty: 860.127625
	Iteration 11Q: 3 clusters Score -458356.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -458422.750000 Penalty: 860.127625
	Iteration 12Q: 3 clusters Score -458422.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -458487.312500 Penalty: 860.127625
	Iteration 13Q: 3 clusters Score -458487.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -458542.281250 Penalty: 860.127625
	Iteration 14Q: 3 clusters Score -458542.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -458589.218750 Penalty: 860.127625
	Iteration 15Q: 3 clusters Score -458589.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -458638.468750 Penalty: 860.127625
	Iteration 16Q: 3 clusters Score -458638.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -458683.031250 Penalty: 860.127625
	Iteration 17Q: 3 clusters Score -458683 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -458725.625000 Penalty: 860.127625
	Iteration 18Q: 3 clusters Score -458725.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -458777.812500 Penalty: 860.127625
	Iteration 19Q: 3 clusters Score -458777.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -458825.500000 Penalty: 860.127625
	Iteration 20F: 3 clusters Score -458825.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -458869.968750 Penalty: 860.127625
	Iteration 21Q: 3 clusters Score -458870 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -458919.062500 Penalty: 860.127625
	Iteration 22Q: 3 clusters Score -458919.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -458970.625000 Penalty: 860.127625
	Iteration 23Q: 3 clusters Score -458970.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -459012.250000 Penalty: 860.127625
	Iteration 24Q: 3 clusters Score -459012.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -459061.968750 Penalty: 860.127625
	Iteration 25Q: 3 clusters Score -459062 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -459112.125000 Penalty: 860.127625
	Iteration 26Q: 3 clusters Score -459112.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -459157.531250 Penalty: 860.127625
	Iteration 27Q: 3 clusters Score -459157.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -459201.656250 Penalty: 860.127625
	Iteration 28Q: 3 clusters Score -459201.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -459230.031250 Penalty: 860.127625
	Iteration 29Q: 3 clusters Score -459230 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -459251.406250 Penalty: 860.127625
	Iteration 30Q: 3 clusters Score -459251.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -459259.312500 Penalty: 860.127625
	Iteration 31Q: 3 clusters Score -459259.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -459265.093750 Penalty: 860.127625
	Iteration 32Q: 3 clusters Score -459265.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -459268.093750 Penalty: 860.127625
	Iteration 33Q: 3 clusters Score -459268.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -459270.562500 Penalty: 860.127625
	Iteration 34Q: 3 clusters Score -459270.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -459274.281250 Penalty: 860.127625
	Iteration 35Q: 3 clusters Score -459274.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -459275.156250 Penalty: 860.127625
	Iteration 36Q: 3 clusters Score -459275.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -459279.656250 Penalty: 860.127625
	Iteration 37Q: 3 clusters Score -459279.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -459281.718750 Penalty: 860.127625
	Iteration 38Q: 3 clusters Score -459281.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -459286.781250 Penalty: 860.127625
	Iteration 39Q: 3 clusters Score -459286.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -459294.687500 Penalty: 860.127625
	Iteration 40F: 3 clusters Score -459294.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -459301.906250 Penalty: 860.127625
	Iteration 41Q: 3 clusters Score -459301.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -459306.218750 Penalty: 860.127625
	Iteration 42Q: 3 clusters Score -459306.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -459310.187500 Penalty: 860.127625
	Iteration 43Q: 3 clusters Score -459310.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -459314.625000 Penalty: 860.127625
	Iteration 44Q: 3 clusters Score -459314.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -459315.406250 Penalty: 860.127625
	Iteration 45Q: 3 clusters Score -459315.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -459317.812500 Penalty: 860.127625
	Iteration 46Q: 3 clusters Score -459317.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -459318.156250 Penalty: 860.127625
	Iteration 47Q: 3 clusters Score -459318.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -459319.718750 Penalty: 860.127625
	Iteration 48Q: 3 clusters Score -459319.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -459321.750000 Penalty: 860.127625
	Iteration 49Q: 3 clusters Score -459321.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -459323.406250 Penalty: 860.127625
	Iteration 50Q: 3 clusters Score -459323.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -459323.937500 Penalty: 860.127625
	Iteration 51Q: 3 clusters Score -459323.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -459324.781250 Penalty: 860.127625
	Iteration 52Q: 3 clusters Score -459324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -459326.281250 Penalty: 860.127625
	Iteration 53Q: 3 clusters Score -459326.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -459327.718750 Penalty: 860.127625
	Iteration 54Q: 3 clusters Score -459327.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -459327.375000 Penalty: 860.127625
	Iteration 55Q: 3 clusters Score -459327.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -459328.593750 Penalty: 860.127625
	Iteration 56Q: 3 clusters Score -459328.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -459329.593750 Penalty: 860.127625
	Iteration 57Q: 3 clusters Score -459329.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -459330.250000 Penalty: 860.127625
	Iteration 58Q: 3 clusters Score -459330.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -459330.250000 Penalty: 860.127625
	Iteration 59F: 3 clusters Score -459330.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Entering Unmasked Estep 
Score: -239096.812500 Penalty: 400.923401
	Iteration 0F: 2 clusters Score -239096.8 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 3339 members 
Entering Unmasked Estep 
Score: -234630.765625 Penalty: 801.846802
	Iteration 0F: 3 clusters Score -234630.8 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -236383.921875 Penalty: 801.846802
	Iteration 1F: 3 clusters Score -236383.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -236598.140625 Penalty: 801.846802
	Iteration 2F: 3 clusters Score -236598.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -236823.640625 Penalty: 801.846802
	Iteration 3F: 3 clusters Score -236823.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -237097.750000 Penalty: 801.846802
	Iteration 4F: 3 clusters Score -237097.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -237449.859375 Penalty: 801.846802
	Iteration 5F: 3 clusters Score -237449.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -237786.265625 Penalty: 801.846802
	Iteration 6F: 3 clusters Score -237786.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -238098.125000 Penalty: 801.846802
	Iteration 7F: 3 clusters Score -238098.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -238380.937500 Penalty: 801.846802
	Iteration 8F: 3 clusters Score -238380.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -238543.265625 Penalty: 801.846802
	Iteration 9Q: 3 clusters Score -238543.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -238654.640625 Penalty: 801.846802
	Iteration 10Q: 3 clusters Score -238654.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -238736.734375 Penalty: 801.846802
	Iteration 11Q: 3 clusters Score -238736.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -238799.125000 Penalty: 801.846802
	Iteration 12Q: 3 clusters Score -238799.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -238839.250000 Penalty: 801.846802
	Iteration 13Q: 3 clusters Score -238839.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -238866.015625 Penalty: 801.846802
	Iteration 14Q: 3 clusters Score -238866 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -238886.078125 Penalty: 801.846802
	Iteration 15Q: 3 clusters Score -238886.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -238903.453125 Penalty: 801.846802
	Iteration 16Q: 3 clusters Score -238903.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -238917.625000 Penalty: 801.846802
	Iteration 17Q: 3 clusters Score -238917.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -238931.015625 Penalty: 801.846802
	Iteration 18Q: 3 clusters Score -238931 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -238942.765625 Penalty: 801.846802
	Iteration 19Q: 3 clusters Score -238942.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -238952.125000 Penalty: 801.846802
	Iteration 20F: 3 clusters Score -238952.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -238956.421875 Penalty: 801.846802
	Iteration 21Q: 3 clusters Score -238956.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -238958.968750 Penalty: 801.846802
	Iteration 22Q: 3 clusters Score -238959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -238961.828125 Penalty: 801.846802
	Iteration 23Q: 3 clusters Score -238961.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -238963.000000 Penalty: 801.846802
	Iteration 24Q: 3 clusters Score -238963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -238963.656250 Penalty: 801.846802
	Iteration 25Q: 3 clusters Score -238963.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -238964.437500 Penalty: 801.846802
	Iteration 26Q: 3 clusters Score -238964.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -238965.625000 Penalty: 801.846802
	Iteration 27Q: 3 clusters Score -238965.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -238966.171875 Penalty: 801.846802
	Iteration 28Q: 3 clusters Score -238966.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -238966.421875 Penalty: 801.846802
	Iteration 29Q: 3 clusters Score -238966.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -238966.968750 Penalty: 801.846802
	Iteration 30Q: 3 clusters Score -238967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -238967.343750 Penalty: 801.846802
	Iteration 31Q: 3 clusters Score -238967.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -238967.250000 Penalty: 801.846802
	Iteration 32Q: 3 clusters Score -238967.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -238968.203125 Penalty: 801.846802
	Iteration 33Q: 3 clusters Score -238968.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -238967.375000 Penalty: 801.846802
	Iteration 34Q: 3 clusters Score -238967.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -238967.687500 Penalty: 801.846802
	Iteration 35Q: 3 clusters Score -238967.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -238968.140625 Penalty: 801.846802
	Iteration 36Q: 3 clusters Score -238968.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -238968.593750 Penalty: 801.846802
	Iteration 37Q: 3 clusters Score -238968.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -238969.062500 Penalty: 801.846802
	Iteration 38Q: 3 clusters Score -238969.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -238969.781250 Penalty: 801.846802
	Iteration 39Q: 3 clusters Score -238969.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -238969.781250 Penalty: 801.846802
	Iteration 40F: 3 clusters Score -238969.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Entering Unmasked Estep 
Score: -364608.781250 Penalty: 418.645325
	Iteration 0F: 2 clusters Score -364608.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -357987.593750 Penalty: 837.290649
	Iteration 0F: 3 clusters Score -357987.6 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -361150.468750 Penalty: 837.290649
	Iteration 1F: 3 clusters Score -361150.5 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -362102.781250 Penalty: 837.290649
	Iteration 2F: 3 clusters Score -362102.8 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -363134.062500 Penalty: 837.290649
	Iteration 3F: 3 clusters Score -363134.1 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -363738.218750 Penalty: 837.290649
	Iteration 4F: 3 clusters Score -363738.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -363942.968750 Penalty: 837.290649
	Iteration 5Q: 3 clusters Score -363943 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -364023.343750 Penalty: 837.290649
	Iteration 6Q: 3 clusters Score -364023.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -364076.000000 Penalty: 837.290649
	Iteration 7Q: 3 clusters Score -364076 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -364116.281250 Penalty: 837.290649
	Iteration 8Q: 3 clusters Score -364116.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -364140.625000 Penalty: 837.290649
	Iteration 9Q: 3 clusters Score -364140.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -364155.656250 Penalty: 837.290649
	Iteration 10Q: 3 clusters Score -364155.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -364166.250000 Penalty: 837.290649
	Iteration 11Q: 3 clusters Score -364166.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -364173.437500 Penalty: 837.290649
	Iteration 12Q: 3 clusters Score -364173.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -364179.437500 Penalty: 837.290649
	Iteration 13Q: 3 clusters Score -364179.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -364188.562500 Penalty: 837.290649
	Iteration 14Q: 3 clusters Score -364188.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -364195.656250 Penalty: 837.290649
	Iteration 15Q: 3 clusters Score -364195.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -364206.968750 Penalty: 837.290649
	Iteration 16Q: 3 clusters Score -364207 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -364215.093750 Penalty: 837.290649
	Iteration 17Q: 3 clusters Score -364215.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -364220.937500 Penalty: 837.290649
	Iteration 18Q: 3 clusters Score -364220.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -364232.687500 Penalty: 837.290649
	Iteration 19Q: 3 clusters Score -364232.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -364244.437500 Penalty: 837.290649
	Iteration 20F: 3 clusters Score -364244.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -364254.562500 Penalty: 837.290649
	Iteration 21Q: 3 clusters Score -364254.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -364263.343750 Penalty: 837.290649
	Iteration 22Q: 3 clusters Score -364263.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -364268.906250 Penalty: 837.290649
	Iteration 23Q: 3 clusters Score -364268.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -364280.281250 Penalty: 837.290649
	Iteration 24Q: 3 clusters Score -364280.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -364295.625000 Penalty: 837.290649
	Iteration 25Q: 3 clusters Score -364295.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -364318.062500 Penalty: 837.290649
	Iteration 26Q: 3 clusters Score -364318.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -364343.156250 Penalty: 837.290649
	Iteration 27Q: 3 clusters Score -364343.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -364381.375000 Penalty: 837.290649
	Iteration 28Q: 3 clusters Score -364381.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -364462.625000 Penalty: 837.290649
	Iteration 29Q: 3 clusters Score -364462.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -364535.843750 Penalty: 837.290649
	Iteration 30Q: 3 clusters Score -364535.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -364553.093750 Penalty: 837.290649
	Iteration 31Q: 3 clusters Score -364553.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -364559.500000 Penalty: 837.290649
	Iteration 32Q: 3 clusters Score -364559.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -364565.718750 Penalty: 837.290649
	Iteration 33Q: 3 clusters Score -364565.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -364570.375000 Penalty: 837.290649
	Iteration 34Q: 3 clusters Score -364570.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -364572.125000 Penalty: 837.290649
	Iteration 35Q: 3 clusters Score -364572.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -364573.000000 Penalty: 837.290649
	Iteration 36Q: 3 clusters Score -364573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -364576.406250 Penalty: 837.290649
	Iteration 37Q: 3 clusters Score -364576.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -364577.562500 Penalty: 837.290649
	Iteration 38Q: 3 clusters Score -364577.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -364578.187500 Penalty: 837.290649
	Iteration 39Q: 3 clusters Score -364578.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -364579.718750 Penalty: 837.290649
	Iteration 40F: 3 clusters Score -364579.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -364581.000000 Penalty: 837.290649
	Iteration 41Q: 3 clusters Score -364581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -364580.968750 Penalty: 837.290649
	Iteration 42Q: 3 clusters Score -364581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -364581.687500 Penalty: 837.290649
	Iteration 43Q: 3 clusters Score -364581.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -364582.187500 Penalty: 837.290649
	Iteration 44Q: 3 clusters Score -364582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -364581.718750 Penalty: 837.290649
	Iteration 45Q: 3 clusters Score -364581.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -364582.281250 Penalty: 837.290649
	Iteration 46Q: 3 clusters Score -364582.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -364582.281250 Penalty: 837.290649
	Iteration 47F: 3 clusters Score -364582.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Entering Unmasked Estep 
Score: -471651.718750 Penalty: 430.543701
	Iteration 0F: 2 clusters Score -471651.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -463111.468750 Penalty: 861.087402
	Iteration 0F: 3 clusters Score -463111.5 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -466938.562500 Penalty: 861.087402
	Iteration 1F: 3 clusters Score -466938.6 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -467403.125000 Penalty: 861.087402
	Iteration 2F: 3 clusters Score -467403.1 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -467985.281250 Penalty: 861.087402
	Iteration 3F: 3 clusters Score -467985.3 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -468616.250000 Penalty: 861.087402
	Iteration 4F: 3 clusters Score -468616.2 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -469143.093750 Penalty: 861.087402
	Iteration 5F: 3 clusters Score -469143.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -469475.250000 Penalty: 861.087402
	Iteration 6Q: 3 clusters Score -469475.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -469654.343750 Penalty: 861.087402
	Iteration 7Q: 3 clusters Score -469654.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -469772.156250 Penalty: 861.087402
	Iteration 8Q: 3 clusters Score -469772.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -469888.812500 Penalty: 861.087402
	Iteration 9Q: 3 clusters Score -469888.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -470024.500000 Penalty: 861.087402
	Iteration 10Q: 3 clusters Score -470024.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -470205.375000 Penalty: 861.087402
	Iteration 11Q: 3 clusters Score -470205.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -470371.875000 Penalty: 861.087402
	Iteration 12Q: 3 clusters Score -470371.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -470525.250000 Penalty: 861.087402
	Iteration 13Q: 3 clusters Score -470525.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -470680.968750 Penalty: 861.087402
	Iteration 14Q: 3 clusters Score -470681 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -470786.500000 Penalty: 861.087402
	Iteration 15Q: 3 clusters Score -470786.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -470879.250000 Penalty: 861.087402
	Iteration 16Q: 3 clusters Score -470879.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -470965.000000 Penalty: 861.087402
	Iteration 17Q: 3 clusters Score -470965 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -471050.093750 Penalty: 861.087402
	Iteration 18Q: 3 clusters Score -471050.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -471114.031250 Penalty: 861.087402
	Iteration 19Q: 3 clusters Score -471114 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -471165.625000 Penalty: 861.087402
	Iteration 20F: 3 clusters Score -471165.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -471212.812500 Penalty: 861.087402
	Iteration 21Q: 3 clusters Score -471212.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -471244.375000 Penalty: 861.087402
	Iteration 22Q: 3 clusters Score -471244.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -471259.375000 Penalty: 861.087402
	Iteration 23Q: 3 clusters Score -471259.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -471267.156250 Penalty: 861.087402
	Iteration 24Q: 3 clusters Score -471267.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -471271.625000 Penalty: 861.087402
	Iteration 25Q: 3 clusters Score -471271.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -471277.187500 Penalty: 861.087402
	Iteration 26Q: 3 clusters Score -471277.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -471282.218750 Penalty: 861.087402
	Iteration 27Q: 3 clusters Score -471282.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -471284.968750 Penalty: 861.087402
	Iteration 28Q: 3 clusters Score -471285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -471285.593750 Penalty: 861.087402
	Iteration 29Q: 3 clusters Score -471285.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -471288.406250 Penalty: 861.087402
	Iteration 30Q: 3 clusters Score -471288.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -471291.656250 Penalty: 861.087402
	Iteration 31Q: 3 clusters Score -471291.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -471294.343750 Penalty: 861.087402
	Iteration 32Q: 3 clusters Score -471294.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -471297.468750 Penalty: 861.087402
	Iteration 33Q: 3 clusters Score -471297.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -471298.468750 Penalty: 861.087402
	Iteration 34Q: 3 clusters Score -471298.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -471298.593750 Penalty: 861.087402
	Iteration 35Q: 3 clusters Score -471298.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -471298.593750 Penalty: 861.087402
	Iteration 36F: 3 clusters Score -471298.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Entering Unmasked Estep 
Score: -60725.066406 Penalty: 342.022461
	Iteration 0F: 2 clusters Score -60725.07 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 901 members 
Entering Unmasked Estep 
Score: -59418.488281 Penalty: 684.044922
	Iteration 0F: 3 clusters Score -59418.49 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -59886.921875 Penalty: 684.044922
	Iteration 1F: 3 clusters Score -59886.92 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -59986.968750 Penalty: 684.044922
	Iteration 2F: 3 clusters Score -59986.97 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -60090.121094 Penalty: 684.044922
	Iteration 3F: 3 clusters Score -60090.12 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -60180.921875 Penalty: 684.044922
	Iteration 4F: 3 clusters Score -60180.92 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -60262.976562 Penalty: 684.044922
	Iteration 5F: 3 clusters Score -60262.98 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -60308.996094 Penalty: 684.044922
	Iteration 6Q: 3 clusters Score -60309 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -60339.804688 Penalty: 684.044922
	Iteration 7Q: 3 clusters Score -60339.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -60354.875000 Penalty: 684.044922
	Iteration 8Q: 3 clusters Score -60354.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -60372.906250 Penalty: 684.044922
	Iteration 9Q: 3 clusters Score -60372.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -60391.363281 Penalty: 684.044922
	Iteration 10Q: 3 clusters Score -60391.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -60407.109375 Penalty: 684.044922
	Iteration 11Q: 3 clusters Score -60407.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -60439.355469 Penalty: 684.044922
	Iteration 12Q: 3 clusters Score -60439.36 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -60472.273438 Penalty: 684.044922
	Iteration 13Q: 3 clusters Score -60472.27 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -60509.457031 Penalty: 684.044922
	Iteration 14Q: 3 clusters Score -60509.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -60532.226562 Penalty: 684.044922
	Iteration 15Q: 3 clusters Score -60532.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -60547.546875 Penalty: 684.044922
	Iteration 16Q: 3 clusters Score -60547.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -60554.585938 Penalty: 684.044922
	Iteration 17Q: 3 clusters Score -60554.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -60560.093750 Penalty: 684.044922
	Iteration 18Q: 3 clusters Score -60560.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -60567.914062 Penalty: 684.044922
	Iteration 19Q: 3 clusters Score -60567.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -60572.074219 Penalty: 684.044922
	Iteration 20F: 3 clusters Score -60572.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -60574.695312 Penalty: 684.044922
	Iteration 21Q: 3 clusters Score -60574.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -60575.773438 Penalty: 684.044922
	Iteration 22Q: 3 clusters Score -60575.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -60576.238281 Penalty: 684.044922
	Iteration 23Q: 3 clusters Score -60576.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -60576.488281 Penalty: 684.044922
	Iteration 24Q: 3 clusters Score -60576.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -60576.589844 Penalty: 684.044922
	Iteration 25Q: 3 clusters Score -60576.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -60576.589844 Penalty: 684.044922
	Iteration 26F: 3 clusters Score -60576.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Entering Unmasked Estep 
Score: -269914.187500 Penalty: 404.400757
	Iteration 0F: 2 clusters Score -269914.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -265063.250000 Penalty: 808.801514
	Iteration 0F: 3 clusters Score -265063.2 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -267152.937500 Penalty: 808.801514
	Iteration 1F: 3 clusters Score -267152.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -267552.625000 Penalty: 808.801514
	Iteration 2F: 3 clusters Score -267552.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -268057.125000 Penalty: 808.801514
	Iteration 3F: 3 clusters Score -268057.1 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -268670.875000 Penalty: 808.801514
	Iteration 4F: 3 clusters Score -268670.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -269190.343750 Penalty: 808.801514
	Iteration 5F: 3 clusters Score -269190.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -269544.062500 Penalty: 808.801514
	Iteration 6Q: 3 clusters Score -269544.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -269792.375000 Penalty: 808.801514
	Iteration 7Q: 3 clusters Score -269792.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -269873.843750 Penalty: 808.801514
	Iteration 8Q: 3 clusters Score -269873.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -269885.093750 Penalty: 808.801514
	Iteration 9Q: 3 clusters Score -269885.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -269890.062500 Penalty: 808.801514
	Iteration 10Q: 3 clusters Score -269890.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -269891.156250 Penalty: 808.801514
	Iteration 11Q: 3 clusters Score -269891.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -269891.937500 Penalty: 808.801514
	Iteration 12Q: 3 clusters Score -269891.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -269892.875000 Penalty: 808.801514
	Iteration 13Q: 3 clusters Score -269892.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -269892.875000 Penalty: 808.801514
	Iteration 14F: 3 clusters Score -269892.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Entering Unmasked Estep 
Score: -197492.578125 Penalty: 391.017151
	Iteration 0F: 2 clusters Score -197492.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -193840.031250 Penalty: 782.034302
	Iteration 0F: 3 clusters Score -193840 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -195277.046875 Penalty: 782.034302
	Iteration 1F: 3 clusters Score -195277 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -195453.109375 Penalty: 782.034302
	Iteration 2F: 3 clusters Score -195453.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -195666.468750 Penalty: 782.034302
	Iteration 3F: 3 clusters Score -195666.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -195923.515625 Penalty: 782.034302
	Iteration 4F: 3 clusters Score -195923.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -196203.796875 Penalty: 782.034302
	Iteration 5F: 3 clusters Score -196203.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -196418.828125 Penalty: 782.034302
	Iteration 6F: 3 clusters Score -196418.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -196554.250000 Penalty: 782.034302
	Iteration 7Q: 3 clusters Score -196554.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -196630.640625 Penalty: 782.034302
	Iteration 8Q: 3 clusters Score -196630.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -196668.921875 Penalty: 782.034302
	Iteration 9Q: 3 clusters Score -196668.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -196696.562500 Penalty: 782.034302
	Iteration 10Q: 3 clusters Score -196696.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -196717.765625 Penalty: 782.034302
	Iteration 11Q: 3 clusters Score -196717.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -196747.046875 Penalty: 782.034302
	Iteration 12Q: 3 clusters Score -196747 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -196768.750000 Penalty: 782.034302
	Iteration 13Q: 3 clusters Score -196768.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -196790.265625 Penalty: 782.034302
	Iteration 14Q: 3 clusters Score -196790.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -196808.515625 Penalty: 782.034302
	Iteration 15Q: 3 clusters Score -196808.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -196827.421875 Penalty: 782.034302
	Iteration 16Q: 3 clusters Score -196827.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -196842.656250 Penalty: 782.034302
	Iteration 17Q: 3 clusters Score -196842.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -196866.046875 Penalty: 782.034302
	Iteration 18Q: 3 clusters Score -196866 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -196895.171875 Penalty: 782.034302
	Iteration 19Q: 3 clusters Score -196895.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -196935.953125 Penalty: 782.034302
	Iteration 20F: 3 clusters Score -196936 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -196973.531250 Penalty: 782.034302
	Iteration 21Q: 3 clusters Score -196973.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -197005.500000 Penalty: 782.034302
	Iteration 22Q: 3 clusters Score -197005.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -197035.000000 Penalty: 782.034302
	Iteration 23Q: 3 clusters Score -197035 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -197059.500000 Penalty: 782.034302
	Iteration 24Q: 3 clusters Score -197059.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -197080.140625 Penalty: 782.034302
	Iteration 25Q: 3 clusters Score -197080.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -197097.468750 Penalty: 782.034302
	Iteration 26Q: 3 clusters Score -197097.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -197110.109375 Penalty: 782.034302
	Iteration 27Q: 3 clusters Score -197110.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -197122.750000 Penalty: 782.034302
	Iteration 28Q: 3 clusters Score -197122.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -197138.812500 Penalty: 782.034302
	Iteration 29Q: 3 clusters Score -197138.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -197153.921875 Penalty: 782.034302
	Iteration 30Q: 3 clusters Score -197153.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -197169.046875 Penalty: 782.034302
	Iteration 31Q: 3 clusters Score -197169 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -197183.875000 Penalty: 782.034302
	Iteration 32Q: 3 clusters Score -197183.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -197195.750000 Penalty: 782.034302
	Iteration 33Q: 3 clusters Score -197195.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -197204.515625 Penalty: 782.034302
	Iteration 34Q: 3 clusters Score -197204.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -197214.843750 Penalty: 782.034302
	Iteration 35Q: 3 clusters Score -197214.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -197225.109375 Penalty: 782.034302
	Iteration 36Q: 3 clusters Score -197225.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -197231.609375 Penalty: 782.034302
	Iteration 37Q: 3 clusters Score -197231.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -197237.390625 Penalty: 782.034302
	Iteration 38Q: 3 clusters Score -197237.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -197242.343750 Penalty: 782.034302
	Iteration 39Q: 3 clusters Score -197242.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -197245.421875 Penalty: 782.034302
	Iteration 40F: 3 clusters Score -197245.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -197250.843750 Penalty: 782.034302
	Iteration 41Q: 3 clusters Score -197250.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -197256.265625 Penalty: 782.034302
	Iteration 42Q: 3 clusters Score -197256.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -197261.546875 Penalty: 782.034302
	Iteration 43Q: 3 clusters Score -197261.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -197266.734375 Penalty: 782.034302
	Iteration 44Q: 3 clusters Score -197266.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -197269.546875 Penalty: 782.034302
	Iteration 45Q: 3 clusters Score -197269.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -197272.718750 Penalty: 782.034302
	Iteration 46Q: 3 clusters Score -197272.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -197274.390625 Penalty: 782.034302
	Iteration 47Q: 3 clusters Score -197274.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -197275.093750 Penalty: 782.034302
	Iteration 48Q: 3 clusters Score -197275.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -197276.296875 Penalty: 782.034302
	Iteration 49Q: 3 clusters Score -197276.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -197277.609375 Penalty: 782.034302
	Iteration 50Q: 3 clusters Score -197277.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -197277.625000 Penalty: 782.034302
	Iteration 51Q: 3 clusters Score -197277.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -197279.187500 Penalty: 782.034302
	Iteration 52Q: 3 clusters Score -197279.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -197279.984375 Penalty: 782.034302
	Iteration 53Q: 3 clusters Score -197280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -197280.296875 Penalty: 782.034302
	Iteration 54Q: 3 clusters Score -197280.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -197280.765625 Penalty: 782.034302
	Iteration 55Q: 3 clusters Score -197280.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -197281.609375 Penalty: 782.034302
	Iteration 56Q: 3 clusters Score -197281.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -197282.968750 Penalty: 782.034302
	Iteration 57Q: 3 clusters Score -197283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -197284.203125 Penalty: 782.034302
	Iteration 58Q: 3 clusters Score -197284.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -197286.187500 Penalty: 782.034302
	Iteration 59Q: 3 clusters Score -197286.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -197287.359375 Penalty: 782.034302
	Iteration 60F: 3 clusters Score -197287.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -197287.562500 Penalty: 782.034302
	Iteration 61Q: 3 clusters Score -197287.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -197287.671875 Penalty: 782.034302
	Iteration 62Q: 3 clusters Score -197287.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -197287.671875 Penalty: 782.034302
	Iteration 63F: 3 clusters Score -197287.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -289304.125000 Penalty: 407.525696
	Iteration 0F: 2 clusters Score -289304.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -284121.781250 Penalty: 815.051392
	Iteration 0F: 3 clusters Score -284121.8 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -286191.000000 Penalty: 815.051392
	Iteration 1F: 3 clusters Score -286191 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -286542.750000 Penalty: 815.051392
	Iteration 2F: 3 clusters Score -286542.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -287020.906250 Penalty: 815.051392
	Iteration 3F: 3 clusters Score -287020.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -287471.281250 Penalty: 815.051392
	Iteration 4F: 3 clusters Score -287471.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -287751.156250 Penalty: 815.051392
	Iteration 5F: 3 clusters Score -287751.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -287940.187500 Penalty: 815.051392
	Iteration 6Q: 3 clusters Score -287940.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -288086.500000 Penalty: 815.051392
	Iteration 7Q: 3 clusters Score -288086.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -288177.250000 Penalty: 815.051392
	Iteration 8Q: 3 clusters Score -288177.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -288269.625000 Penalty: 815.051392
	Iteration 9Q: 3 clusters Score -288269.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -288403.281250 Penalty: 815.051392
	Iteration 10Q: 3 clusters Score -288403.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -288556.000000 Penalty: 815.051392
	Iteration 11Q: 3 clusters Score -288556 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -288697.750000 Penalty: 815.051392
	Iteration 12Q: 3 clusters Score -288697.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -288791.781250 Penalty: 815.051392
	Iteration 13Q: 3 clusters Score -288791.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -288861.562500 Penalty: 815.051392
	Iteration 14Q: 3 clusters Score -288861.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -288897.812500 Penalty: 815.051392
	Iteration 15Q: 3 clusters Score -288897.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -288920.250000 Penalty: 815.051392
	Iteration 16Q: 3 clusters Score -288920.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -288933.718750 Penalty: 815.051392
	Iteration 17Q: 3 clusters Score -288933.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -288942.343750 Penalty: 815.051392
	Iteration 18Q: 3 clusters Score -288942.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -288946.937500 Penalty: 815.051392
	Iteration 19Q: 3 clusters Score -288946.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -288949.968750 Penalty: 815.051392
	Iteration 20F: 3 clusters Score -288950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -288951.625000 Penalty: 815.051392
	Iteration 21Q: 3 clusters Score -288951.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -288953.718750 Penalty: 815.051392
	Iteration 22Q: 3 clusters Score -288953.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -288955.343750 Penalty: 815.051392
	Iteration 23Q: 3 clusters Score -288955.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -288957.156250 Penalty: 815.051392
	Iteration 24Q: 3 clusters Score -288957.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -288959.093750 Penalty: 815.051392
	Iteration 25Q: 3 clusters Score -288959.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -288961.781250 Penalty: 815.051392
	Iteration 26Q: 3 clusters Score -288961.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -288962.312500 Penalty: 815.051392
	Iteration 27Q: 3 clusters Score -288962.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -288963.937500 Penalty: 815.051392
	Iteration 28Q: 3 clusters Score -288963.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -288965.250000 Penalty: 815.051392
	Iteration 29Q: 3 clusters Score -288965.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -288967.062500 Penalty: 815.051392
	Iteration 30Q: 3 clusters Score -288967.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -288967.343750 Penalty: 815.051392
	Iteration 31Q: 3 clusters Score -288967.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -288968.906250 Penalty: 815.051392
	Iteration 32Q: 3 clusters Score -288968.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -288968.625000 Penalty: 815.051392
	Iteration 33Q: 3 clusters Score -288968.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -288969.093750 Penalty: 815.051392
	Iteration 34Q: 3 clusters Score -288969.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -288969.031250 Penalty: 815.051392
	Iteration 35Q: 3 clusters Score -288969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -288969.687500 Penalty: 815.051392
	Iteration 36Q: 3 clusters Score -288969.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -288970.437500 Penalty: 815.051392
	Iteration 37Q: 3 clusters Score -288970.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -288970.281250 Penalty: 815.051392
	Iteration 38Q: 3 clusters Score -288970.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -288970.531250 Penalty: 815.051392
	Iteration 39Q: 3 clusters Score -288970.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -288970.875000 Penalty: 815.051392
	Iteration 40F: 3 clusters Score -288970.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -288972.125000 Penalty: 815.051392
	Iteration 41Q: 3 clusters Score -288972.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -288972.687500 Penalty: 815.051392
	Iteration 42Q: 3 clusters Score -288972.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -288972.468750 Penalty: 815.051392
	Iteration 43Q: 3 clusters Score -288972.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -288973.468750 Penalty: 815.051392
	Iteration 44Q: 3 clusters Score -288973.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -288974.093750 Penalty: 815.051392
	Iteration 45Q: 3 clusters Score -288974.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -288974.500000 Penalty: 815.051392
	Iteration 46Q: 3 clusters Score -288974.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -288976.156250 Penalty: 815.051392
	Iteration 47Q: 3 clusters Score -288976.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -288977.218750 Penalty: 815.051392
	Iteration 48Q: 3 clusters Score -288977.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -288978.875000 Penalty: 815.051392
	Iteration 49Q: 3 clusters Score -288978.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -288980.937500 Penalty: 815.051392
	Iteration 50Q: 3 clusters Score -288980.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -288983.312500 Penalty: 815.051392
	Iteration 51Q: 3 clusters Score -288983.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -288984.968750 Penalty: 815.051392
	Iteration 52Q: 3 clusters Score -288985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -288984.968750 Penalty: 815.051392
	Iteration 53Q: 3 clusters Score -288985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -288984.718750 Penalty: 815.051392
	Iteration 54Q: 3 clusters Score -288984.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -288985.250000 Penalty: 815.051392
	Iteration 55Q: 3 clusters Score -288985.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -288985.625000 Penalty: 815.051392
	Iteration 56Q: 3 clusters Score -288985.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -288985.718750 Penalty: 815.051392
	Iteration 57Q: 3 clusters Score -288985.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -288986.093750 Penalty: 815.051392
	Iteration 58Q: 3 clusters Score -288986.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -288986.406250 Penalty: 815.051392
	Iteration 59Q: 3 clusters Score -288986.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -288986.406250 Penalty: 815.051392
	Iteration 60F: 3 clusters Score -288986.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -107241.851562 Penalty: 362.700104
	Iteration 0F: 2 clusters Score -107241.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -105295.679688 Penalty: 725.400208
	Iteration 0F: 3 clusters Score -105295.7 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -105995.265625 Penalty: 725.400208
	Iteration 1F: 3 clusters Score -105995.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -106127.570312 Penalty: 725.400208
	Iteration 2F: 3 clusters Score -106127.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -106251.320312 Penalty: 725.400208
	Iteration 3F: 3 clusters Score -106251.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -106370.406250 Penalty: 725.400208
	Iteration 4F: 3 clusters Score -106370.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -106478.109375 Penalty: 725.400208
	Iteration 5F: 3 clusters Score -106478.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -106537.445312 Penalty: 725.400208
	Iteration 6Q: 3 clusters Score -106537.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -106603.015625 Penalty: 725.400208
	Iteration 7Q: 3 clusters Score -106603 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -106674.359375 Penalty: 725.400208
	Iteration 8Q: 3 clusters Score -106674.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -106738.421875 Penalty: 725.400208
	Iteration 9Q: 3 clusters Score -106738.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -106779.554688 Penalty: 725.400208
	Iteration 10Q: 3 clusters Score -106779.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -106814.515625 Penalty: 725.400208
	Iteration 11Q: 3 clusters Score -106814.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -106841.960938 Penalty: 725.400208
	Iteration 12Q: 3 clusters Score -106842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -106862.703125 Penalty: 725.400208
	Iteration 13Q: 3 clusters Score -106862.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -106875.703125 Penalty: 725.400208
	Iteration 14Q: 3 clusters Score -106875.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -106884.039062 Penalty: 725.400208
	Iteration 15Q: 3 clusters Score -106884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -106893.218750 Penalty: 725.400208
	Iteration 16Q: 3 clusters Score -106893.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -106898.937500 Penalty: 725.400208
	Iteration 17Q: 3 clusters Score -106898.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -106907.929688 Penalty: 725.400208
	Iteration 18Q: 3 clusters Score -106907.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -106914.164062 Penalty: 725.400208
	Iteration 19Q: 3 clusters Score -106914.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -106920.398438 Penalty: 725.400208
	Iteration 20F: 3 clusters Score -106920.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -106924.320312 Penalty: 725.400208
	Iteration 21Q: 3 clusters Score -106924.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -106927.046875 Penalty: 725.400208
	Iteration 22Q: 3 clusters Score -106927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -106928.093750 Penalty: 725.400208
	Iteration 23Q: 3 clusters Score -106928.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -106928.156250 Penalty: 725.400208
	Iteration 24Q: 3 clusters Score -106928.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -106928.156250 Penalty: 725.400208
	Iteration 25F: 3 clusters Score -106928.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Entering Unmasked Estep 
Score: -433769.312500 Penalty: 424.976349
	Iteration 0F: 2 clusters Score -433769.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -426198.562500 Penalty: 849.952698
	Iteration 0F: 3 clusters Score -426198.6 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -429249.718750 Penalty: 849.952698
	Iteration 1F: 3 clusters Score -429249.7 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -429494.093750 Penalty: 849.952698
	Iteration 2F: 3 clusters Score -429494.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -429718.437500 Penalty: 849.952698
	Iteration 3F: 3 clusters Score -429718.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -429915.562500 Penalty: 849.952698
	Iteration 4Q: 3 clusters Score -429915.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -430093.812500 Penalty: 849.952698
	Iteration 5Q: 3 clusters Score -430093.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -430261.312500 Penalty: 849.952698
	Iteration 6Q: 3 clusters Score -430261.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -430430.593750 Penalty: 849.952698
	Iteration 7Q: 3 clusters Score -430430.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -430611.750000 Penalty: 849.952698
	Iteration 8Q: 3 clusters Score -430611.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -430797.031250 Penalty: 849.952698
	Iteration 9Q: 3 clusters Score -430797 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -431027.062500 Penalty: 849.952698
	Iteration 10Q: 3 clusters Score -431027.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -431323.843750 Penalty: 849.952698
	Iteration 11Q: 3 clusters Score -431323.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -431622.093750 Penalty: 849.952698
	Iteration 12Q: 3 clusters Score -431622.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -431902.718750 Penalty: 849.952698
	Iteration 13Q: 3 clusters Score -431902.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -432161.687500 Penalty: 849.952698
	Iteration 14Q: 3 clusters Score -432161.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -432420.531250 Penalty: 849.952698
	Iteration 15Q: 3 clusters Score -432420.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -432646.406250 Penalty: 849.952698
	Iteration 16Q: 3 clusters Score -432646.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -432821.125000 Penalty: 849.952698
	Iteration 17Q: 3 clusters Score -432821.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -432983.531250 Penalty: 849.952698
	Iteration 18Q: 3 clusters Score -432983.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -433118.375000 Penalty: 849.952698
	Iteration 19Q: 3 clusters Score -433118.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -433209.343750 Penalty: 849.952698
	Iteration 20F: 3 clusters Score -433209.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -433260.906250 Penalty: 849.952698
	Iteration 21Q: 3 clusters Score -433260.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -433300.218750 Penalty: 849.952698
	Iteration 22Q: 3 clusters Score -433300.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -433325.687500 Penalty: 849.952698
	Iteration 23Q: 3 clusters Score -433325.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -433342.218750 Penalty: 849.952698
	Iteration 24Q: 3 clusters Score -433342.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -433352.656250 Penalty: 849.952698
	Iteration 25Q: 3 clusters Score -433352.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -433359.406250 Penalty: 849.952698
	Iteration 26Q: 3 clusters Score -433359.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -433367.593750 Penalty: 849.952698
	Iteration 27Q: 3 clusters Score -433367.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -433371.156250 Penalty: 849.952698
	Iteration 28Q: 3 clusters Score -433371.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -433375.281250 Penalty: 849.952698
	Iteration 29Q: 3 clusters Score -433375.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -433378.687500 Penalty: 849.952698
	Iteration 30Q: 3 clusters Score -433378.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -433381.093750 Penalty: 849.952698
	Iteration 31Q: 3 clusters Score -433381.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -433382.062500 Penalty: 849.952698
	Iteration 32Q: 3 clusters Score -433382.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -433384.000000 Penalty: 849.952698
	Iteration 33Q: 3 clusters Score -433384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -433388.781250 Penalty: 849.952698
	Iteration 34Q: 3 clusters Score -433388.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -433392.375000 Penalty: 849.952698
	Iteration 35Q: 3 clusters Score -433392.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -433394.875000 Penalty: 849.952698
	Iteration 36Q: 3 clusters Score -433394.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -433398.125000 Penalty: 849.952698
	Iteration 37Q: 3 clusters Score -433398.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -433402.031250 Penalty: 849.952698
	Iteration 38Q: 3 clusters Score -433402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -433403.750000 Penalty: 849.952698
	Iteration 39Q: 3 clusters Score -433403.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -433405.937500 Penalty: 849.952698
	Iteration 40F: 3 clusters Score -433405.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -433404.968750 Penalty: 849.952698
	Iteration 41Q: 3 clusters Score -433405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -433407.250000 Penalty: 849.952698
	Iteration 42Q: 3 clusters Score -433407.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -433407.312500 Penalty: 849.952698
	Iteration 43Q: 3 clusters Score -433407.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -433406.656250 Penalty: 849.952698
	Iteration 44Q: 3 clusters Score -433406.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -433407.218750 Penalty: 849.952698
	Iteration 45Q: 3 clusters Score -433407.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -433407.937500 Penalty: 849.952698
	Iteration 46Q: 3 clusters Score -433407.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -433408.500000 Penalty: 849.952698
	Iteration 47Q: 3 clusters Score -433408.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -433411.625000 Penalty: 849.952698
	Iteration 48Q: 3 clusters Score -433411.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -433411.218750 Penalty: 849.952698
	Iteration 49Q: 3 clusters Score -433411.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -433411.093750 Penalty: 849.952698
	Iteration 50Q: 3 clusters Score -433411.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -433412.156250 Penalty: 849.952698
	Iteration 51Q: 3 clusters Score -433412.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -433412.218750 Penalty: 849.952698
	Iteration 52Q: 3 clusters Score -433412.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -433412.500000 Penalty: 849.952698
	Iteration 53Q: 3 clusters Score -433412.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -433412.812500 Penalty: 849.952698
	Iteration 54Q: 3 clusters Score -433412.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -433412.812500 Penalty: 849.952698
	Iteration 55Q: 3 clusters Score -433412.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -433412.812500 Penalty: 849.952698
	Iteration 56F: 3 clusters Score -433412.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -33358.691406 Penalty: 310.804779
	Iteration 0F: 2 clusters Score -33358.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -32555.435547 Penalty: 621.609558
	Iteration 0F: 3 clusters Score -32555.44 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -32768.320312 Penalty: 621.609558
	Iteration 1F: 3 clusters Score -32768.32 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -32829.246094 Penalty: 621.609558
	Iteration 2F: 3 clusters Score -32829.25 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -32878.859375 Penalty: 621.609558
	Iteration 3F: 3 clusters Score -32878.86 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -32920.359375 Penalty: 621.609558
	Iteration 4F: 3 clusters Score -32920.36 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -32946.203125 Penalty: 621.609558
	Iteration 5Q: 3 clusters Score -32946.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -32967.695312 Penalty: 621.609558
	Iteration 6Q: 3 clusters Score -32967.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -32988.394531 Penalty: 621.609558
	Iteration 7Q: 3 clusters Score -32988.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -33010.195312 Penalty: 621.609558
	Iteration 8Q: 3 clusters Score -33010.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -33027.421875 Penalty: 621.609558
	Iteration 9Q: 3 clusters Score -33027.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -33042.195312 Penalty: 621.609558
	Iteration 10Q: 3 clusters Score -33042.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -33054.062500 Penalty: 621.609558
	Iteration 11Q: 3 clusters Score -33054.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -33062.156250 Penalty: 621.609558
	Iteration 12Q: 3 clusters Score -33062.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -33069.167969 Penalty: 621.609558
	Iteration 13Q: 3 clusters Score -33069.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -33072.140625 Penalty: 621.609558
	Iteration 14Q: 3 clusters Score -33072.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -33074.121094 Penalty: 621.609558
	Iteration 15Q: 3 clusters Score -33074.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -33075.671875 Penalty: 621.609558
	Iteration 16Q: 3 clusters Score -33075.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -33077.957031 Penalty: 621.609558
	Iteration 17Q: 3 clusters Score -33077.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -33078.363281 Penalty: 621.609558
	Iteration 18Q: 3 clusters Score -33078.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -33078.445312 Penalty: 621.609558
	Iteration 19Q: 3 clusters Score -33078.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -33078.574219 Penalty: 621.609558
	Iteration 20F: 3 clusters Score -33078.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Entering Unmasked Estep 
Score: -117936.500000 Penalty: 367.041016
	Iteration 0F: 2 clusters Score -117936.5 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 1633 members 
Entering Unmasked Estep 
Score: -115728.648438 Penalty: 734.082031
	Iteration 0F: 3 clusters Score -115728.6 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -116539.835938 Penalty: 734.082031
	Iteration 1F: 3 clusters Score -116539.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -116731.992188 Penalty: 734.082031
	Iteration 2F: 3 clusters Score -116732 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -116960.664062 Penalty: 734.082031
	Iteration 3F: 3 clusters Score -116960.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -117189.484375 Penalty: 734.082031
	Iteration 4F: 3 clusters Score -117189.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -117376.164062 Penalty: 734.082031
	Iteration 5F: 3 clusters Score -117376.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -117497.546875 Penalty: 734.082031
	Iteration 6Q: 3 clusters Score -117497.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -117570.671875 Penalty: 734.082031
	Iteration 7Q: 3 clusters Score -117570.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -117626.101562 Penalty: 734.082031
	Iteration 8Q: 3 clusters Score -117626.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -117649.320312 Penalty: 734.082031
	Iteration 9Q: 3 clusters Score -117649.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -117672.937500 Penalty: 734.082031
	Iteration 10Q: 3 clusters Score -117672.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -117691.007812 Penalty: 734.082031
	Iteration 11Q: 3 clusters Score -117691 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -117707.375000 Penalty: 734.082031
	Iteration 12Q: 3 clusters Score -117707.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -117719.132812 Penalty: 734.082031
	Iteration 13Q: 3 clusters Score -117719.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -117727.851562 Penalty: 734.082031
	Iteration 14Q: 3 clusters Score -117727.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -117735.679688 Penalty: 734.082031
	Iteration 15Q: 3 clusters Score -117735.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -117742.734375 Penalty: 734.082031
	Iteration 16Q: 3 clusters Score -117742.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -117747.617188 Penalty: 734.082031
	Iteration 17Q: 3 clusters Score -117747.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -117749.882812 Penalty: 734.082031
	Iteration 18Q: 3 clusters Score -117749.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -117752.570312 Penalty: 734.082031
	Iteration 19Q: 3 clusters Score -117752.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -117756.781250 Penalty: 734.082031
	Iteration 20F: 3 clusters Score -117756.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -117761.226562 Penalty: 734.082031
	Iteration 21Q: 3 clusters Score -117761.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -117765.351562 Penalty: 734.082031
	Iteration 22Q: 3 clusters Score -117765.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -117770.117188 Penalty: 734.082031
	Iteration 23Q: 3 clusters Score -117770.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -117773.343750 Penalty: 734.082031
	Iteration 24Q: 3 clusters Score -117773.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -117775.687500 Penalty: 734.082031
	Iteration 25Q: 3 clusters Score -117775.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -117778.687500 Penalty: 734.082031
	Iteration 26Q: 3 clusters Score -117778.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -117780.531250 Penalty: 734.082031
	Iteration 27Q: 3 clusters Score -117780.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -117781.882812 Penalty: 734.082031
	Iteration 28Q: 3 clusters Score -117781.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -117783.039062 Penalty: 734.082031
	Iteration 29Q: 3 clusters Score -117783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -117783.539062 Penalty: 734.082031
	Iteration 30Q: 3 clusters Score -117783.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -117784.468750 Penalty: 734.082031
	Iteration 31Q: 3 clusters Score -117784.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -117784.820312 Penalty: 734.082031
	Iteration 32Q: 3 clusters Score -117784.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -117785.070312 Penalty: 734.082031
	Iteration 33Q: 3 clusters Score -117785.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -117785.578125 Penalty: 734.082031
	Iteration 34Q: 3 clusters Score -117785.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -117786.054688 Penalty: 734.082031
	Iteration 35Q: 3 clusters Score -117786.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -117786.679688 Penalty: 734.082031
	Iteration 36Q: 3 clusters Score -117786.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -117787.937500 Penalty: 734.082031
	Iteration 37Q: 3 clusters Score -117787.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -117788.179688 Penalty: 734.082031
	Iteration 38Q: 3 clusters Score -117788.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -117788.429688 Penalty: 734.082031
	Iteration 39Q: 3 clusters Score -117788.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -117789.015625 Penalty: 734.082031
	Iteration 40F: 3 clusters Score -117789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -117790.328125 Penalty: 734.082031
	Iteration 41Q: 3 clusters Score -117790.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -117790.617188 Penalty: 734.082031
	Iteration 42Q: 3 clusters Score -117790.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -117791.039062 Penalty: 734.082031
	Iteration 43Q: 3 clusters Score -117791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -117791.140625 Penalty: 734.082031
	Iteration 44Q: 3 clusters Score -117791.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -117791.140625 Penalty: 734.082031
	Iteration 45F: 3 clusters Score -117791.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -112691.812500 Penalty: 367.311462
	Iteration 0F: 2 clusters Score -112691.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -110507.437500 Penalty: 734.622925
	Iteration 0F: 3 clusters Score -110507.4 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -111479.664062 Penalty: 734.622925
	Iteration 1F: 3 clusters Score -111479.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -111739.351562 Penalty: 734.622925
	Iteration 2F: 3 clusters Score -111739.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -111885.453125 Penalty: 734.622925
	Iteration 3F: 3 clusters Score -111885.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -111941.945312 Penalty: 734.622925
	Iteration 4Q: 3 clusters Score -111941.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -111970.414062 Penalty: 734.622925
	Iteration 5Q: 3 clusters Score -111970.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -111994.312500 Penalty: 734.622925
	Iteration 6Q: 3 clusters Score -111994.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -112022.656250 Penalty: 734.622925
	Iteration 7Q: 3 clusters Score -112022.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -112056.742188 Penalty: 734.622925
	Iteration 8Q: 3 clusters Score -112056.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -112083.617188 Penalty: 734.622925
	Iteration 9Q: 3 clusters Score -112083.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -112114.679688 Penalty: 734.622925
	Iteration 10Q: 3 clusters Score -112114.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -112147.804688 Penalty: 734.622925
	Iteration 11Q: 3 clusters Score -112147.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -112184.914062 Penalty: 734.622925
	Iteration 12Q: 3 clusters Score -112184.9 nChanged 71
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: -112220.593750 Penalty: 734.622925
	Iteration 13Q: 3 clusters Score -112220.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -112252.289062 Penalty: 734.622925
	Iteration 14Q: 3 clusters Score -112252.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -112280.281250 Penalty: 734.622925
	Iteration 15Q: 3 clusters Score -112280.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -112312.679688 Penalty: 734.622925
	Iteration 16Q: 3 clusters Score -112312.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -112336.507812 Penalty: 734.622925
	Iteration 17Q: 3 clusters Score -112336.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -112352.265625 Penalty: 734.622925
	Iteration 18Q: 3 clusters Score -112352.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -112362.117188 Penalty: 734.622925
	Iteration 19Q: 3 clusters Score -112362.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -112369.195312 Penalty: 734.622925
	Iteration 20F: 3 clusters Score -112369.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -112379.296875 Penalty: 734.622925
	Iteration 21Q: 3 clusters Score -112379.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -112389.617188 Penalty: 734.622925
	Iteration 22Q: 3 clusters Score -112389.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -112395.640625 Penalty: 734.622925
	Iteration 23Q: 3 clusters Score -112395.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -112398.531250 Penalty: 734.622925
	Iteration 24Q: 3 clusters Score -112398.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -112399.382812 Penalty: 734.622925
	Iteration 25Q: 3 clusters Score -112399.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -112400.179688 Penalty: 734.622925
	Iteration 26Q: 3 clusters Score -112400.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -112402.015625 Penalty: 734.622925
	Iteration 27Q: 3 clusters Score -112402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -112402.148438 Penalty: 734.622925
	Iteration 28Q: 3 clusters Score -112402.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -112402.429688 Penalty: 734.622925
	Iteration 29Q: 3 clusters Score -112402.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -112402.882812 Penalty: 734.622925
	Iteration 30Q: 3 clusters Score -112402.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -112403.992188 Penalty: 734.622925
	Iteration 31Q: 3 clusters Score -112404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -112404.718750 Penalty: 734.622925
	Iteration 32Q: 3 clusters Score -112404.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -112405.664062 Penalty: 734.622925
	Iteration 33Q: 3 clusters Score -112405.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -112408.304688 Penalty: 734.622925
	Iteration 34Q: 3 clusters Score -112408.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -112408.984375 Penalty: 734.622925
	Iteration 35Q: 3 clusters Score -112409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -112409.570312 Penalty: 734.622925
	Iteration 36Q: 3 clusters Score -112409.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -112409.796875 Penalty: 734.622925
	Iteration 37Q: 3 clusters Score -112409.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -112409.796875 Penalty: 734.622925
	Iteration 38F: 3 clusters Score -112409.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Entering Unmasked Estep 
Score: -636356.562500 Penalty: 444.065216
	Iteration 0F: 2 clusters Score -636356.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -624788.937500 Penalty: 888.130432
	Iteration 0F: 3 clusters Score -624788.9 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -629406.500000 Penalty: 888.130432
	Iteration 1F: 3 clusters Score -629406.5 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -629811.812500 Penalty: 888.130432
	Iteration 2F: 3 clusters Score -629811.8 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -630457.750000 Penalty: 888.130432
	Iteration 3F: 3 clusters Score -630457.8 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -631423.187500 Penalty: 888.130432
	Iteration 4F: 3 clusters Score -631423.2 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -632603.312500 Penalty: 888.130432
	Iteration 5F: 3 clusters Score -632603.3 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -633518.687500 Penalty: 888.130432
	Iteration 6F: 3 clusters Score -633518.7 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -634007.937500 Penalty: 888.130432
	Iteration 7F: 3 clusters Score -634007.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -634225.875000 Penalty: 888.130432
	Iteration 8Q: 3 clusters Score -634225.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -634337.750000 Penalty: 888.130432
	Iteration 9Q: 3 clusters Score -634337.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -634430.062500 Penalty: 888.130432
	Iteration 10Q: 3 clusters Score -634430.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -634510.937500 Penalty: 888.130432
	Iteration 11Q: 3 clusters Score -634510.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -634602.625000 Penalty: 888.130432
	Iteration 12Q: 3 clusters Score -634602.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -634719.687500 Penalty: 888.130432
	Iteration 13Q: 3 clusters Score -634719.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -634856.875000 Penalty: 888.130432
	Iteration 14Q: 3 clusters Score -634856.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -635006.937500 Penalty: 888.130432
	Iteration 15Q: 3 clusters Score -635006.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -635171.937500 Penalty: 888.130432
	Iteration 16Q: 3 clusters Score -635171.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -635341.562500 Penalty: 888.130432
	Iteration 17Q: 3 clusters Score -635341.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -635469.437500 Penalty: 888.130432
	Iteration 18Q: 3 clusters Score -635469.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -635564.562500 Penalty: 888.130432
	Iteration 19Q: 3 clusters Score -635564.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -635635.187500 Penalty: 888.130432
	Iteration 20F: 3 clusters Score -635635.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -635691.062500 Penalty: 888.130432
	Iteration 21Q: 3 clusters Score -635691.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -635742.812500 Penalty: 888.130432
	Iteration 22Q: 3 clusters Score -635742.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -635793.375000 Penalty: 888.130432
	Iteration 23Q: 3 clusters Score -635793.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -635834.187500 Penalty: 888.130432
	Iteration 24Q: 3 clusters Score -635834.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -635864.375000 Penalty: 888.130432
	Iteration 25Q: 3 clusters Score -635864.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -635898.687500 Penalty: 888.130432
	Iteration 26Q: 3 clusters Score -635898.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -635924.500000 Penalty: 888.130432
	Iteration 27Q: 3 clusters Score -635924.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -635944.687500 Penalty: 888.130432
	Iteration 28Q: 3 clusters Score -635944.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -635960.062500 Penalty: 888.130432
	Iteration 29Q: 3 clusters Score -635960.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -635975.437500 Penalty: 888.130432
	Iteration 30Q: 3 clusters Score -635975.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -635995.000000 Penalty: 888.130432
	Iteration 31Q: 3 clusters Score -635995 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -636012.125000 Penalty: 888.130432
	Iteration 32Q: 3 clusters Score -636012.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -636026.875000 Penalty: 888.130432
	Iteration 33Q: 3 clusters Score -636026.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -636040.312500 Penalty: 888.130432
	Iteration 34Q: 3 clusters Score -636040.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -636051.000000 Penalty: 888.130432
	Iteration 35Q: 3 clusters Score -636051 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -636063.562500 Penalty: 888.130432
	Iteration 36Q: 3 clusters Score -636063.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -636073.250000 Penalty: 888.130432
	Iteration 37Q: 3 clusters Score -636073.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -636086.375000 Penalty: 888.130432
	Iteration 38Q: 3 clusters Score -636086.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -636097.312500 Penalty: 888.130432
	Iteration 39Q: 3 clusters Score -636097.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -636109.750000 Penalty: 888.130432
	Iteration 40F: 3 clusters Score -636109.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -636124.062500 Penalty: 888.130432
	Iteration 41Q: 3 clusters Score -636124.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -636132.875000 Penalty: 888.130432
	Iteration 42Q: 3 clusters Score -636132.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -636143.312500 Penalty: 888.130432
	Iteration 43Q: 3 clusters Score -636143.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -636151.437500 Penalty: 888.130432
	Iteration 44Q: 3 clusters Score -636151.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -636158.562500 Penalty: 888.130432
	Iteration 45Q: 3 clusters Score -636158.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -636166.000000 Penalty: 888.130432
	Iteration 46Q: 3 clusters Score -636166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -636170.687500 Penalty: 888.130432
	Iteration 47Q: 3 clusters Score -636170.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -636179.875000 Penalty: 888.130432
	Iteration 48Q: 3 clusters Score -636179.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -636183.437500 Penalty: 888.130432
	Iteration 49Q: 3 clusters Score -636183.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -636188.437500 Penalty: 888.130432
	Iteration 50Q: 3 clusters Score -636188.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -636193.500000 Penalty: 888.130432
	Iteration 51Q: 3 clusters Score -636193.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -636201.937500 Penalty: 888.130432
	Iteration 52Q: 3 clusters Score -636201.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -636211.687500 Penalty: 888.130432
	Iteration 53Q: 3 clusters Score -636211.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -636217.687500 Penalty: 888.130432
	Iteration 54Q: 3 clusters Score -636217.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -636221.500000 Penalty: 888.130432
	Iteration 55Q: 3 clusters Score -636221.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -636223.562500 Penalty: 888.130432
	Iteration 56Q: 3 clusters Score -636223.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -636225.687500 Penalty: 888.130432
	Iteration 57Q: 3 clusters Score -636225.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -636225.187500 Penalty: 888.130432
	Iteration 58Q: 3 clusters Score -636225.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -636226.500000 Penalty: 888.130432
	Iteration 59Q: 3 clusters Score -636226.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -636228.312500 Penalty: 888.130432
	Iteration 60F: 3 clusters Score -636228.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -636227.500000 Penalty: 888.130432
	Iteration 61Q: 3 clusters Score -636227.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -636229.000000 Penalty: 888.130432
	Iteration 62Q: 3 clusters Score -636229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -636230.437500 Penalty: 888.130432
	Iteration 63Q: 3 clusters Score -636230.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -636230.562500 Penalty: 888.130432
	Iteration 64Q: 3 clusters Score -636230.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -636229.937500 Penalty: 888.130432
	Iteration 65Q: 3 clusters Score -636229.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -636229.937500 Penalty: 888.130432
	Iteration 66Q: 3 clusters Score -636229.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -636231.062500 Penalty: 888.130432
	Iteration 67Q: 3 clusters Score -636231.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -636231.812500 Penalty: 888.130432
	Iteration 68Q: 3 clusters Score -636231.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -636232.250000 Penalty: 888.130432
	Iteration 69Q: 3 clusters Score -636232.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -636233.187500 Penalty: 888.130432
	Iteration 70Q: 3 clusters Score -636233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -636232.687500 Penalty: 888.130432
	Iteration 71Q: 3 clusters Score -636232.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -636232.687500 Penalty: 888.130432
	Iteration 72F: 3 clusters Score -636232.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (106457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106457 members 
Entering Unmasked Estep 
Score: -4104717.750000 Penalty: 526.685120
	Iteration 0F: 2 clusters Score -4104718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -4032824.750000 Penalty: 1053.370239
	Iteration 0F: 3 clusters Score -4032825 nChanged 51903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -4064913.500000 Penalty: 1053.370239
	Iteration 1F: 3 clusters Score -4064914 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -4066559.500000 Penalty: 1053.370239
	Iteration 2Q: 3 clusters Score -4066560 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61075 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -4068544.750000 Penalty: 1053.370239
	Iteration 3Q: 3 clusters Score -4068545 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64051 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -4070936.500000 Penalty: 1053.370239
	Iteration 4Q: 3 clusters Score -4070936 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67554 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -4074066.500000 Penalty: 1053.370239
	Iteration 5Q: 3 clusters Score -4074066 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71527 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -4078409.000000 Penalty: 1053.370239
	Iteration 6F: 3 clusters Score -4078409 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75290 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -4083654.500000 Penalty: 1053.370239
	Iteration 7F: 3 clusters Score -4083654 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78283 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -4088213.500000 Penalty: 1053.370239
	Iteration 8Q: 3 clusters Score -4088214 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80513 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -4090634.750000 Penalty: 1053.370239
	Iteration 9Q: 3 clusters Score -4090635 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82552 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -4091926.750000 Penalty: 1053.370239
	Iteration 10Q: 3 clusters Score -4091927 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84548 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -4092904.750000 Penalty: 1053.370239
	Iteration 11Q: 3 clusters Score -4092905 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86515 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -4093843.250000 Penalty: 1053.370239
	Iteration 12Q: 3 clusters Score -4093843 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88436 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -4094746.500000 Penalty: 1053.370239
	Iteration 13Q: 3 clusters Score -4094746 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90371 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -4095718.750000 Penalty: 1053.370239
	Iteration 14Q: 3 clusters Score -4095719 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92272 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -4096674.500000 Penalty: 1053.370239
	Iteration 15Q: 3 clusters Score -4096674 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94078 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -4097559.500000 Penalty: 1053.370239
	Iteration 16Q: 3 clusters Score -4097560 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95816 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -4098434.500000 Penalty: 1053.370239
	Iteration 17Q: 3 clusters Score -4098434 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97462 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -4099264.250000 Penalty: 1053.370239
	Iteration 18Q: 3 clusters Score -4099264 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99068 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -4100107.750000 Penalty: 1053.370239
	Iteration 19Q: 3 clusters Score -4100108 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100478 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -4100835.250000 Penalty: 1053.370239
	Iteration 20F: 3 clusters Score -4100835 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101739 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -4101580.750000 Penalty: 1053.370239
	Iteration 21Q: 3 clusters Score -4101581 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102850 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -4102229.000000 Penalty: 1053.370239
	Iteration 22Q: 3 clusters Score -4102229 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103793 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -4102775.500000 Penalty: 1053.370239
	Iteration 23Q: 3 clusters Score -4102776 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104509 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4103188.500000 Penalty: 1053.370239
	Iteration 24Q: 3 clusters Score -4103188 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105045 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4103493.000000 Penalty: 1053.370239
	Iteration 25Q: 3 clusters Score -4103493 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105423 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4103708.250000 Penalty: 1053.370239
	Iteration 26Q: 3 clusters Score -4103708 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105706 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4103870.750000 Penalty: 1053.370239
	Iteration 27Q: 3 clusters Score -4103871 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105916 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4104009.250000 Penalty: 1053.370239
	Iteration 28Q: 3 clusters Score -4104009 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106046 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4104089.750000 Penalty: 1053.370239
	Iteration 29Q: 3 clusters Score -4104090 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106132 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4104147.750000 Penalty: 1053.370239
	Iteration 30Q: 3 clusters Score -4104148 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106189 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4104184.000000 Penalty: 1053.370239
	Iteration 31Q: 3 clusters Score -4104184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106226 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4104218.000000 Penalty: 1053.370239
	Iteration 32Q: 3 clusters Score -4104218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106250 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4104234.500000 Penalty: 1053.370239
	Iteration 33Q: 3 clusters Score -4104234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106261 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4104241.000000 Penalty: 1053.370239
	Iteration 34Q: 3 clusters Score -4104241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106270 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4104247.000000 Penalty: 1053.370239
	Iteration 35Q: 3 clusters Score -4104247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106280 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4104254.000000 Penalty: 1053.370239
	Iteration 36Q: 3 clusters Score -4104254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106288 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4104260.500000 Penalty: 1053.370239
	Iteration 37Q: 3 clusters Score -4104260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106290 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -4104263.750000 Penalty: 1053.370239
	Iteration 38Q: 3 clusters Score -4104264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106294 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -4104267.250000 Penalty: 1053.370239
	Iteration 39Q: 3 clusters Score -4104267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106296 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4104269.500000 Penalty: 1053.370239
	Iteration 40F: 3 clusters Score -4104270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106300 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4104270.750000 Penalty: 1053.370239
	Iteration 41Q: 3 clusters Score -4104271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106300 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4104272.250000 Penalty: 1053.370239
	Iteration 42Q: 3 clusters Score -4104272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106300 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4104272.500000 Penalty: 1053.370239
	Iteration 43Q: 3 clusters Score -4104272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106300 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4104272.000000 Penalty: 1053.370239
	Iteration 44Q: 3 clusters Score -4104272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106301 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4104275.500000 Penalty: 1053.370239
	Iteration 45Q: 3 clusters Score -4104276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106302 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -4104273.250000 Penalty: 1053.370239
	Iteration 46Q: 3 clusters Score -4104273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106302 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -4104273.250000 Penalty: 1053.370239
	Iteration 47F: 3 clusters Score -4104273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Entering Unmasked Estep 
Score: -113390.390625 Penalty: 366.277954
	Iteration 0F: 2 clusters Score -113390.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -111201.195312 Penalty: 732.555908
	Iteration 0F: 3 clusters Score -111201.2 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -111980.570312 Penalty: 732.555908
	Iteration 1F: 3 clusters Score -111980.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -112057.312500 Penalty: 732.555908
	Iteration 2F: 3 clusters Score -112057.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -112144.179688 Penalty: 732.555908
	Iteration 3F: 3 clusters Score -112144.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -112265.828125 Penalty: 732.555908
	Iteration 4F: 3 clusters Score -112265.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -112382.968750 Penalty: 732.555908
	Iteration 5F: 3 clusters Score -112383 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -112526.054688 Penalty: 732.555908
	Iteration 6F: 3 clusters Score -112526.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -112685.054688 Penalty: 732.555908
	Iteration 7F: 3 clusters Score -112685.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -112841.054688 Penalty: 732.555908
	Iteration 8F: 3 clusters Score -112841.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -112950.085938 Penalty: 732.555908
	Iteration 9Q: 3 clusters Score -112950.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -112999.820312 Penalty: 732.555908
	Iteration 10Q: 3 clusters Score -112999.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -113031.164062 Penalty: 732.555908
	Iteration 11Q: 3 clusters Score -113031.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -113051.687500 Penalty: 732.555908
	Iteration 12Q: 3 clusters Score -113051.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -113063.593750 Penalty: 732.555908
	Iteration 13Q: 3 clusters Score -113063.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -113069.625000 Penalty: 732.555908
	Iteration 14Q: 3 clusters Score -113069.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -113076.156250 Penalty: 732.555908
	Iteration 15Q: 3 clusters Score -113076.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -113080.265625 Penalty: 732.555908
	Iteration 16Q: 3 clusters Score -113080.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -113083.460938 Penalty: 732.555908
	Iteration 17Q: 3 clusters Score -113083.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -113085.945312 Penalty: 732.555908
	Iteration 18Q: 3 clusters Score -113085.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -113089.992188 Penalty: 732.555908
	Iteration 19Q: 3 clusters Score -113090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -113090.468750 Penalty: 732.555908
	Iteration 20F: 3 clusters Score -113090.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Entering Unmasked Estep 
Score: -21215.398438 Penalty: 300.908997
	Iteration 0F: 2 clusters Score -21215.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -20598.763672 Penalty: 601.817993
	Iteration 0F: 3 clusters Score -20598.76 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -20813.878906 Penalty: 601.817993
	Iteration 1F: 3 clusters Score -20813.88 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -20871.464844 Penalty: 601.817993
	Iteration 2F: 3 clusters Score -20871.46 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -20913.343750 Penalty: 601.817993
	Iteration 3F: 3 clusters Score -20913.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -20953.369141 Penalty: 601.817993
	Iteration 4F: 3 clusters Score -20953.37 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -20984.328125 Penalty: 601.817993
	Iteration 5Q: 3 clusters Score -20984.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -21035.503906 Penalty: 601.817993
	Iteration 6Q: 3 clusters Score -21035.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -21096.306641 Penalty: 601.817993
	Iteration 7Q: 3 clusters Score -21096.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -21136.525391 Penalty: 601.817993
	Iteration 8Q: 3 clusters Score -21136.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -21170.027344 Penalty: 601.817993
	Iteration 9Q: 3 clusters Score -21170.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -21191.853516 Penalty: 601.817993
	Iteration 10Q: 3 clusters Score -21191.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -21206.220703 Penalty: 601.817993
	Iteration 11Q: 3 clusters Score -21206.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -21225.185547 Penalty: 601.817993
	Iteration 12Q: 3 clusters Score -21225.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -21242.113281 Penalty: 601.817993
	Iteration 13Q: 3 clusters Score -21242.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -21252.646484 Penalty: 601.817993
	Iteration 14Q: 3 clusters Score -21252.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -21256.173828 Penalty: 601.817993
	Iteration 15Q: 3 clusters Score -21256.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -21256.683594 Penalty: 601.817993
	Iteration 16Q: 3 clusters Score -21256.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -21280.318359 Penalty: 601.817993
	Iteration 17F: 3 clusters Score -21280.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -21299.714844 Penalty: 601.817993
	Iteration 18Q: 3 clusters Score -21299.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -21300.738281 Penalty: 601.817993
	Iteration 19Q: 3 clusters Score -21300.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -21300.738281 Penalty: 601.817993
	Iteration 20F: 3 clusters Score -21300.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11833 members 
Mstep: Class 3 contains 2724 members 
Mstep: Class 4 contains 2415 members 
Mstep: Class 5 contains 10060 members 
Mstep: Class 6 contains 476432 members 
Mstep: Class 7 contains 13551 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 12733 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12868 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 7244 members 
Mstep: Class 18 contains 5398 members 
Mstep: Class 19 contains 7759 members 
Mstep: Class 20 contains 2897 members 
Mstep: Class 21 contains 11386 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3206 members 
Mstep: Class 25 contains 17321 members 
Mstep: Class 26 contains 106457 members 
Mstep: Class 27 contains 3134 members 
Mstep: Class 28 contains 77 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14046 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4235 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 558869 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 6314 members 
Mstep: Class 38 contains 20695 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7688 members 
Mstep: Class 41 contains 1667 members 
Mstep: Class 42 contains 4074 members 
Mstep: Class 43 contains 1767 members 
Mstep: Class 44 contains 668 members 
Entering Unmasked Estep 
Score: -50378688.000000 Penalty: 28315.023438
Splitting cluster 28 changes total score from -50378976.000000 to -50378688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Entering Unmasked Estep 
Score: -28656.779297 Penalty: 305.660126
	Iteration 0F: 2 clusters Score -28656.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -28008.154297 Penalty: 611.320251
	Iteration 0F: 3 clusters Score -28008.15 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -28296.445312 Penalty: 611.320251
	Iteration 1F: 3 clusters Score -28296.45 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28353.353516 Penalty: 611.320251
	Iteration 2F: 3 clusters Score -28353.35 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28382.177734 Penalty: 611.320251
	Iteration 3F: 3 clusters Score -28382.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28397.296875 Penalty: 611.320251
	Iteration 4Q: 3 clusters Score -28397.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28406.412109 Penalty: 611.320251
	Iteration 5Q: 3 clusters Score -28406.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28412.660156 Penalty: 611.320251
	Iteration 6Q: 3 clusters Score -28412.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28417.441406 Penalty: 611.320251
	Iteration 7Q: 3 clusters Score -28417.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28419.689453 Penalty: 611.320251
	Iteration 8Q: 3 clusters Score -28419.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28421.212891 Penalty: 611.320251
	Iteration 9Q: 3 clusters Score -28421.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28423.714844 Penalty: 611.320251
	Iteration 10Q: 3 clusters Score -28423.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28424.425781 Penalty: 611.320251
	Iteration 11Q: 3 clusters Score -28424.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28424.757812 Penalty: 611.320251
	Iteration 12Q: 3 clusters Score -28424.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -28426.091797 Penalty: 611.320251
	Iteration 13Q: 3 clusters Score -28426.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -28426.642578 Penalty: 611.320251
	Iteration 14Q: 3 clusters Score -28426.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -28427.353516 Penalty: 611.320251
	Iteration 15Q: 3 clusters Score -28427.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28428.021484 Penalty: 611.320251
	Iteration 16Q: 3 clusters Score -28428.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28428.740234 Penalty: 611.320251
	Iteration 17Q: 3 clusters Score -28428.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -28431.083984 Penalty: 611.320251
	Iteration 18Q: 3 clusters Score -28431.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -28431.083984 Penalty: 611.320251
	Iteration 19F: 3 clusters Score -28431.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Entering Unmasked Estep 
Score: -514561.437500 Penalty: 434.529205
	Iteration 0F: 2 clusters Score -514561.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -505223.156250 Penalty: 869.058411
	Iteration 0F: 3 clusters Score -505223.2 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -508938.468750 Penalty: 869.058411
	Iteration 1F: 3 clusters Score -508938.5 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -509302.375000 Penalty: 869.058411
	Iteration 2F: 3 clusters Score -509302.4 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -509868.750000 Penalty: 869.058411
	Iteration 3F: 3 clusters Score -509868.8 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -510695.312500 Penalty: 869.058411
	Iteration 4F: 3 clusters Score -510695.3 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -511614.812500 Penalty: 869.058411
	Iteration 5F: 3 clusters Score -511614.8 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -512489.562500 Penalty: 869.058411
	Iteration 6F: 3 clusters Score -512489.6 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -513258.500000 Penalty: 869.058411
	Iteration 7F: 3 clusters Score -513258.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -513728.250000 Penalty: 869.058411
	Iteration 8Q: 3 clusters Score -513728.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -513941.093750 Penalty: 869.058411
	Iteration 9Q: 3 clusters Score -513941.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -514068.406250 Penalty: 869.058411
	Iteration 10Q: 3 clusters Score -514068.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -514161.500000 Penalty: 869.058411
	Iteration 11Q: 3 clusters Score -514161.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -514227.250000 Penalty: 869.058411
	Iteration 12Q: 3 clusters Score -514227.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -514276.406250 Penalty: 869.058411
	Iteration 13Q: 3 clusters Score -514276.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -514322.312500 Penalty: 869.058411
	Iteration 14Q: 3 clusters Score -514322.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -514356.562500 Penalty: 869.058411
	Iteration 15Q: 3 clusters Score -514356.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -514383.812500 Penalty: 869.058411
	Iteration 16Q: 3 clusters Score -514383.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -514397.187500 Penalty: 869.058411
	Iteration 17Q: 3 clusters Score -514397.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -514407.437500 Penalty: 869.058411
	Iteration 18Q: 3 clusters Score -514407.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -514414.281250 Penalty: 869.058411
	Iteration 19Q: 3 clusters Score -514414.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -514422.156250 Penalty: 869.058411
	Iteration 20F: 3 clusters Score -514422.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -514432.375000 Penalty: 869.058411
	Iteration 21Q: 3 clusters Score -514432.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -514443.375000 Penalty: 869.058411
	Iteration 22Q: 3 clusters Score -514443.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -514451.687500 Penalty: 869.058411
	Iteration 23Q: 3 clusters Score -514451.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -514454.031250 Penalty: 869.058411
	Iteration 24Q: 3 clusters Score -514454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -514460.781250 Penalty: 869.058411
	Iteration 25Q: 3 clusters Score -514460.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -514462.656250 Penalty: 869.058411
	Iteration 26Q: 3 clusters Score -514462.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -514465.187500 Penalty: 869.058411
	Iteration 27Q: 3 clusters Score -514465.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -514468.281250 Penalty: 869.058411
	Iteration 28Q: 3 clusters Score -514468.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -514469.031250 Penalty: 869.058411
	Iteration 29Q: 3 clusters Score -514469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -514471.250000 Penalty: 869.058411
	Iteration 30Q: 3 clusters Score -514471.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -514475.000000 Penalty: 869.058411
	Iteration 31Q: 3 clusters Score -514475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -514479.406250 Penalty: 869.058411
	Iteration 32Q: 3 clusters Score -514479.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -514483.875000 Penalty: 869.058411
	Iteration 33Q: 3 clusters Score -514483.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -514485.125000 Penalty: 869.058411
	Iteration 34Q: 3 clusters Score -514485.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -514487.843750 Penalty: 869.058411
	Iteration 35Q: 3 clusters Score -514487.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -514489.281250 Penalty: 869.058411
	Iteration 36Q: 3 clusters Score -514489.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -514490.656250 Penalty: 869.058411
	Iteration 37Q: 3 clusters Score -514490.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -514491.812500 Penalty: 869.058411
	Iteration 38Q: 3 clusters Score -514491.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -514491.375000 Penalty: 869.058411
	Iteration 39Q: 3 clusters Score -514491.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -514491.687500 Penalty: 869.058411
	Iteration 40F: 3 clusters Score -514491.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -514493.437500 Penalty: 869.058411
	Iteration 41Q: 3 clusters Score -514493.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -514494.343750 Penalty: 869.058411
	Iteration 42Q: 3 clusters Score -514494.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -514494.062500 Penalty: 869.058411
	Iteration 43Q: 3 clusters Score -514494.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -514494.843750 Penalty: 869.058411
	Iteration 44Q: 3 clusters Score -514494.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -514496.093750 Penalty: 869.058411
	Iteration 45Q: 3 clusters Score -514496.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -514496.500000 Penalty: 869.058411
	Iteration 46Q: 3 clusters Score -514496.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -514497.000000 Penalty: 869.058411
	Iteration 47Q: 3 clusters Score -514497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -514496.937500 Penalty: 869.058411
	Iteration 48Q: 3 clusters Score -514496.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -514496.406250 Penalty: 869.058411
	Iteration 49Q: 3 clusters Score -514496.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -514496.968750 Penalty: 869.058411
	Iteration 50Q: 3 clusters Score -514497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -514496.750000 Penalty: 869.058411
	Iteration 51Q: 3 clusters Score -514496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -514497.062500 Penalty: 869.058411
	Iteration 52Q: 3 clusters Score -514497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -514497.812500 Penalty: 869.058411
	Iteration 53Q: 3 clusters Score -514497.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -514498.187500 Penalty: 869.058411
	Iteration 54Q: 3 clusters Score -514498.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -514498.406250 Penalty: 869.058411
	Iteration 55Q: 3 clusters Score -514498.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -514498.031250 Penalty: 869.058411
	Iteration 56Q: 3 clusters Score -514498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -514498.312500 Penalty: 869.058411
	Iteration 57Q: 3 clusters Score -514498.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -514498.312500 Penalty: 869.058411
	Iteration 58F: 3 clusters Score -514498.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -15423.253906 Penalty: 282.123169
	Iteration 0F: 2 clusters Score -15423.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -14926.447266 Penalty: 564.246338
	Iteration 0F: 3 clusters Score -14926.45 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -15021.354492 Penalty: 564.246338
	Iteration 1F: 3 clusters Score -15021.35 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -15057.227539 Penalty: 564.246338
	Iteration 2F: 3 clusters Score -15057.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -15086.608398 Penalty: 564.246338
	Iteration 3F: 3 clusters Score -15086.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -15123.543945 Penalty: 564.246338
	Iteration 4F: 3 clusters Score -15123.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -15153.119141 Penalty: 564.246338
	Iteration 5F: 3 clusters Score -15153.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -15173.506836 Penalty: 564.246338
	Iteration 6Q: 3 clusters Score -15173.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -15186.269531 Penalty: 564.246338
	Iteration 7Q: 3 clusters Score -15186.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -15197.591797 Penalty: 564.246338
	Iteration 8Q: 3 clusters Score -15197.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -15205.015625 Penalty: 564.246338
	Iteration 9Q: 3 clusters Score -15205.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -15208.226562 Penalty: 564.246338
	Iteration 10Q: 3 clusters Score -15208.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -15210.821289 Penalty: 564.246338
	Iteration 11Q: 3 clusters Score -15210.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -15212.192383 Penalty: 564.246338
	Iteration 12Q: 3 clusters Score -15212.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -15213.058594 Penalty: 564.246338
	Iteration 13Q: 3 clusters Score -15213.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -15213.477539 Penalty: 564.246338
	Iteration 14Q: 3 clusters Score -15213.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -15214.188477 Penalty: 564.246338
	Iteration 15Q: 3 clusters Score -15214.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -15214.598633 Penalty: 564.246338
	Iteration 16Q: 3 clusters Score -15214.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -15214.739258 Penalty: 564.246338
	Iteration 17Q: 3 clusters Score -15214.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -15215.249023 Penalty: 564.246338
	Iteration 18Q: 3 clusters Score -15215.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -15215.249023 Penalty: 564.246338
	Iteration 19F: 3 clusters Score -15215.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Entering Unmasked Estep 
Score: -156979.328125 Penalty: 379.976837
	Iteration 0F: 2 clusters Score -156979.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -154073.250000 Penalty: 759.953674
	Iteration 0F: 3 clusters Score -154073.2 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -155169.031250 Penalty: 759.953674
	Iteration 1F: 3 clusters Score -155169 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -155318.921875 Penalty: 759.953674
	Iteration 2F: 3 clusters Score -155318.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -155482.390625 Penalty: 759.953674
	Iteration 3F: 3 clusters Score -155482.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -155680.187500 Penalty: 759.953674
	Iteration 4F: 3 clusters Score -155680.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -155943.546875 Penalty: 759.953674
	Iteration 5F: 3 clusters Score -155943.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -156251.609375 Penalty: 759.953674
	Iteration 6F: 3 clusters Score -156251.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -156528.265625 Penalty: 759.953674
	Iteration 7F: 3 clusters Score -156528.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -156677.000000 Penalty: 759.953674
	Iteration 8Q: 3 clusters Score -156677 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -156752.953125 Penalty: 759.953674
	Iteration 9Q: 3 clusters Score -156753 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -156820.843750 Penalty: 759.953674
	Iteration 10Q: 3 clusters Score -156820.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -156873.109375 Penalty: 759.953674
	Iteration 11Q: 3 clusters Score -156873.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -156911.406250 Penalty: 759.953674
	Iteration 12Q: 3 clusters Score -156911.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -156940.015625 Penalty: 759.953674
	Iteration 13Q: 3 clusters Score -156940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -156952.781250 Penalty: 759.953674
	Iteration 14Q: 3 clusters Score -156952.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -156958.843750 Penalty: 759.953674
	Iteration 15Q: 3 clusters Score -156958.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -156962.062500 Penalty: 759.953674
	Iteration 16Q: 3 clusters Score -156962.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -156964.375000 Penalty: 759.953674
	Iteration 17Q: 3 clusters Score -156964.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -156965.343750 Penalty: 759.953674
	Iteration 18Q: 3 clusters Score -156965.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -156965.421875 Penalty: 759.953674
	Iteration 19Q: 3 clusters Score -156965.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -156965.406250 Penalty: 759.953674
	Iteration 20F: 3 clusters Score -156965.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -156965.750000 Penalty: 759.953674
	Iteration 21Q: 3 clusters Score -156965.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -156966.203125 Penalty: 759.953674
	Iteration 22Q: 3 clusters Score -156966.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -156966.265625 Penalty: 759.953674
	Iteration 23Q: 3 clusters Score -156966.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -156966.265625 Penalty: 759.953674
	Iteration 24F: 3 clusters Score -156966.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Entering Unmasked Estep 
Score: -125180.859375 Penalty: 371.769196
	Iteration 0F: 2 clusters Score -125180.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -122751.984375 Penalty: 743.538391
	Iteration 0F: 3 clusters Score -122752 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -123725.718750 Penalty: 743.538391
	Iteration 1F: 3 clusters Score -123725.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -123916.375000 Penalty: 743.538391
	Iteration 2F: 3 clusters Score -123916.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -124105.312500 Penalty: 743.538391
	Iteration 3F: 3 clusters Score -124105.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -124271.640625 Penalty: 743.538391
	Iteration 4F: 3 clusters Score -124271.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -124386.593750 Penalty: 743.538391
	Iteration 5Q: 3 clusters Score -124386.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -124441.101562 Penalty: 743.538391
	Iteration 6Q: 3 clusters Score -124441.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -124462.617188 Penalty: 743.538391
	Iteration 7Q: 3 clusters Score -124462.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -124483.445312 Penalty: 743.538391
	Iteration 8Q: 3 clusters Score -124483.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -124495.789062 Penalty: 743.538391
	Iteration 9Q: 3 clusters Score -124495.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -124503.171875 Penalty: 743.538391
	Iteration 10Q: 3 clusters Score -124503.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -124506.531250 Penalty: 743.538391
	Iteration 11Q: 3 clusters Score -124506.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -124509.851562 Penalty: 743.538391
	Iteration 12Q: 3 clusters Score -124509.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -124516.179688 Penalty: 743.538391
	Iteration 13Q: 3 clusters Score -124516.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -124520.140625 Penalty: 743.538391
	Iteration 14Q: 3 clusters Score -124520.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -124523.554688 Penalty: 743.538391
	Iteration 15Q: 3 clusters Score -124523.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -124526.968750 Penalty: 743.538391
	Iteration 16Q: 3 clusters Score -124527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -124529.695312 Penalty: 743.538391
	Iteration 17Q: 3 clusters Score -124529.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -124532.187500 Penalty: 743.538391
	Iteration 18Q: 3 clusters Score -124532.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -124534.664062 Penalty: 743.538391
	Iteration 19Q: 3 clusters Score -124534.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -124536.289062 Penalty: 743.538391
	Iteration 20F: 3 clusters Score -124536.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -124539.023438 Penalty: 743.538391
	Iteration 21Q: 3 clusters Score -124539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -124543.117188 Penalty: 743.538391
	Iteration 22Q: 3 clusters Score -124543.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -124547.093750 Penalty: 743.538391
	Iteration 23Q: 3 clusters Score -124547.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -124549.421875 Penalty: 743.538391
	Iteration 24Q: 3 clusters Score -124549.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -124550.796875 Penalty: 743.538391
	Iteration 25Q: 3 clusters Score -124550.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -124551.429688 Penalty: 743.538391
	Iteration 26Q: 3 clusters Score -124551.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -124552.109375 Penalty: 743.538391
	Iteration 27Q: 3 clusters Score -124552.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -124552.765625 Penalty: 743.538391
	Iteration 28Q: 3 clusters Score -124552.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -124553.734375 Penalty: 743.538391
	Iteration 29Q: 3 clusters Score -124553.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -124554.820312 Penalty: 743.538391
	Iteration 30Q: 3 clusters Score -124554.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -124555.210938 Penalty: 743.538391
	Iteration 31Q: 3 clusters Score -124555.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -124555.453125 Penalty: 743.538391
	Iteration 32Q: 3 clusters Score -124555.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -124556.054688 Penalty: 743.538391
	Iteration 33Q: 3 clusters Score -124556.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -124556.546875 Penalty: 743.538391
	Iteration 34Q: 3 clusters Score -124556.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -124557.335938 Penalty: 743.538391
	Iteration 35Q: 3 clusters Score -124557.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -124558.109375 Penalty: 743.538391
	Iteration 36Q: 3 clusters Score -124558.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -124558.445312 Penalty: 743.538391
	Iteration 37Q: 3 clusters Score -124558.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -124558.851562 Penalty: 743.538391
	Iteration 38Q: 3 clusters Score -124558.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -124559.109375 Penalty: 743.538391
	Iteration 39Q: 3 clusters Score -124559.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -124559.296875 Penalty: 743.538391
	Iteration 40F: 3 clusters Score -124559.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -124559.445312 Penalty: 743.538391
	Iteration 41Q: 3 clusters Score -124559.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -124559.585938 Penalty: 743.538391
	Iteration 42Q: 3 clusters Score -124559.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -124559.781250 Penalty: 743.538391
	Iteration 43Q: 3 clusters Score -124559.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -124560.140625 Penalty: 743.538391
	Iteration 44Q: 3 clusters Score -124560.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -124560.796875 Penalty: 743.538391
	Iteration 45Q: 3 clusters Score -124560.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -124560.945312 Penalty: 743.538391
	Iteration 46Q: 3 clusters Score -124560.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -124560.671875 Penalty: 743.538391
	Iteration 47Q: 3 clusters Score -124560.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -124560.765625 Penalty: 743.538391
	Iteration 48Q: 3 clusters Score -124560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -124561.148438 Penalty: 743.538391
	Iteration 49Q: 3 clusters Score -124561.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -124561.476562 Penalty: 743.538391
	Iteration 50Q: 3 clusters Score -124561.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -124561.523438 Penalty: 743.538391
	Iteration 51Q: 3 clusters Score -124561.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -124561.742188 Penalty: 743.538391
	Iteration 52Q: 3 clusters Score -124561.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -124562.039062 Penalty: 743.538391
	Iteration 53Q: 3 clusters Score -124562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -124561.820312 Penalty: 743.538391
	Iteration 54Q: 3 clusters Score -124561.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -124562.164062 Penalty: 743.538391
	Iteration 55Q: 3 clusters Score -124562.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -124562.257812 Penalty: 743.538391
	Iteration 56Q: 3 clusters Score -124562.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -124562.476562 Penalty: 743.538391
	Iteration 57Q: 3 clusters Score -124562.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -124562.484375 Penalty: 743.538391
	Iteration 58Q: 3 clusters Score -124562.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -124562.484375 Penalty: 743.538391
	Iteration 59F: 3 clusters Score -124562.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Entering Unmasked Estep 
Score: -252999.828125 Penalty: 404.375641
	Iteration 0F: 2 clusters Score -252999.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -248217.953125 Penalty: 808.751282
	Iteration 0F: 3 clusters Score -248218 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -250431.609375 Penalty: 808.751282
	Iteration 1F: 3 clusters Score -250431.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -250815.718750 Penalty: 808.751282
	Iteration 2F: 3 clusters Score -250815.7 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -251207.562500 Penalty: 808.751282
	Iteration 3F: 3 clusters Score -251207.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -251583.968750 Penalty: 808.751282
	Iteration 4F: 3 clusters Score -251584 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -251874.546875 Penalty: 808.751282
	Iteration 5F: 3 clusters Score -251874.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -252076.234375 Penalty: 808.751282
	Iteration 6Q: 3 clusters Score -252076.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -252235.187500 Penalty: 808.751282
	Iteration 7Q: 3 clusters Score -252235.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -252364.796875 Penalty: 808.751282
	Iteration 8Q: 3 clusters Score -252364.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -252470.328125 Penalty: 808.751282
	Iteration 9Q: 3 clusters Score -252470.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -252557.531250 Penalty: 808.751282
	Iteration 10Q: 3 clusters Score -252557.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -252622.125000 Penalty: 808.751282
	Iteration 11Q: 3 clusters Score -252622.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -252658.656250 Penalty: 808.751282
	Iteration 12Q: 3 clusters Score -252658.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -252678.625000 Penalty: 808.751282
	Iteration 13Q: 3 clusters Score -252678.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -252695.296875 Penalty: 808.751282
	Iteration 14Q: 3 clusters Score -252695.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -252703.296875 Penalty: 808.751282
	Iteration 15Q: 3 clusters Score -252703.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -252712.359375 Penalty: 808.751282
	Iteration 16Q: 3 clusters Score -252712.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -252727.265625 Penalty: 808.751282
	Iteration 17Q: 3 clusters Score -252727.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -252735.468750 Penalty: 808.751282
	Iteration 18Q: 3 clusters Score -252735.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -252741.015625 Penalty: 808.751282
	Iteration 19Q: 3 clusters Score -252741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -252742.156250 Penalty: 808.751282
	Iteration 20F: 3 clusters Score -252742.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -252742.687500 Penalty: 808.751282
	Iteration 21Q: 3 clusters Score -252742.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -252742.781250 Penalty: 808.751282
	Iteration 22Q: 3 clusters Score -252742.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -252743.218750 Penalty: 808.751282
	Iteration 23Q: 3 clusters Score -252743.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -252744.140625 Penalty: 808.751282
	Iteration 24Q: 3 clusters Score -252744.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -252744.140625 Penalty: 808.751282
	Iteration 25F: 3 clusters Score -252744.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (558869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558869 members 
Entering Unmasked Estep 
Score: -21566268.000000 Penalty: 602.132019
	Iteration 0F: 2 clusters Score -2.156627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279346 members 
Mstep: Class 2 contains 279523 members 
Entering Unmasked Estep 
Score: -21214298.000000 Penalty: 1204.264038
	Iteration 0F: 3 clusters Score -2.12143e+07 nChanged 277205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258469 members 
Mstep: Class 2 contains 300400 members 
Entering Unmasked Estep 
Score: -21387132.000000 Penalty: 1204.264038
	Iteration 1F: 3 clusters Score -2.138713e+07 nChanged 22814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243553 members 
Mstep: Class 2 contains 315316 members 
Entering Unmasked Estep 
Score: -21394918.000000 Penalty: 1204.264038
	Iteration 2Q: 3 clusters Score -2.139492e+07 nChanged 29746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220829 members 
Mstep: Class 2 contains 338040 members 
Entering Unmasked Estep 
Score: -21407770.000000 Penalty: 1204.264038
	Iteration 3F: 3 clusters Score -2.140777e+07 nChanged 36853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189878 members 
Mstep: Class 2 contains 368991 members 
Entering Unmasked Estep 
Score: -21425648.000000 Penalty: 1204.264038
	Iteration 4F: 3 clusters Score -2.142565e+07 nChanged 40726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153654 members 
Mstep: Class 2 contains 405215 members 
Entering Unmasked Estep 
Score: -21444970.000000 Penalty: 1204.264038
	Iteration 5F: 3 clusters Score -2.144497e+07 nChanged 40417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115963 members 
Mstep: Class 2 contains 442906 members 
Entering Unmasked Estep 
Score: -21465010.000000 Penalty: 1204.264038
	Iteration 6F: 3 clusters Score -2.146501e+07 nChanged 35342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81895 members 
Mstep: Class 2 contains 476974 members 
Entering Unmasked Estep 
Score: -21489676.000000 Penalty: 1204.264038
	Iteration 7F: 3 clusters Score -2.148968e+07 nChanged 27864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54499 members 
Mstep: Class 2 contains 504370 members 
Entering Unmasked Estep 
Score: -21513164.000000 Penalty: 1204.264038
	Iteration 8Q: 3 clusters Score -2.151316e+07 nChanged 19756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 523992 members 
Entering Unmasked Estep 
Score: -21532186.000000 Penalty: 1204.264038
	Iteration 9Q: 3 clusters Score -2.153219e+07 nChanged 12331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 536227 members 
Entering Unmasked Estep 
Score: -21544510.000000 Penalty: 1204.264038
	Iteration 10Q: 3 clusters Score -2.154451e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 543138 members 
Entering Unmasked Estep 
Score: -21551678.000000 Penalty: 1204.264038
	Iteration 11Q: 3 clusters Score -2.155168e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 547324 members 
Entering Unmasked Estep 
Score: -21555968.000000 Penalty: 1204.264038
	Iteration 12Q: 3 clusters Score -2.155597e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 550046 members 
Entering Unmasked Estep 
Score: -21558664.000000 Penalty: 1204.264038
	Iteration 13Q: 3 clusters Score -2.155866e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 552034 members 
Entering Unmasked Estep 
Score: -21560222.000000 Penalty: 1204.264038
	Iteration 14Q: 3 clusters Score -2.156022e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 553509 members 
Entering Unmasked Estep 
Score: -21561524.000000 Penalty: 1204.264038
	Iteration 15Q: 3 clusters Score -2.156152e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 554638 members 
Entering Unmasked Estep 
Score: -21562562.000000 Penalty: 1204.264038
	Iteration 16Q: 3 clusters Score -2.156256e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 555505 members 
Entering Unmasked Estep 
Score: -21563348.000000 Penalty: 1204.264038
	Iteration 17Q: 3 clusters Score -2.156335e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 556199 members 
Entering Unmasked Estep 
Score: -21563870.000000 Penalty: 1204.264038
	Iteration 18Q: 3 clusters Score -2.156387e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 556700 members 
Entering Unmasked Estep 
Score: -21564218.000000 Penalty: 1204.264038
	Iteration 19Q: 3 clusters Score -2.156422e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 557085 members 
Entering Unmasked Estep 
Score: -21564542.000000 Penalty: 1204.264038
	Iteration 20F: 3 clusters Score -2.156454e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 557387 members 
Entering Unmasked Estep 
Score: -21564764.000000 Penalty: 1204.264038
	Iteration 21Q: 3 clusters Score -2.156476e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 557604 members 
Entering Unmasked Estep 
Score: -21564844.000000 Penalty: 1204.264038
	Iteration 22Q: 3 clusters Score -2.156484e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 557770 members 
Entering Unmasked Estep 
Score: -21564970.000000 Penalty: 1204.264038
	Iteration 23Q: 3 clusters Score -2.156497e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 557914 members 
Entering Unmasked Estep 
Score: -21565102.000000 Penalty: 1204.264038
	Iteration 24Q: 3 clusters Score -2.15651e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 558031 members 
Entering Unmasked Estep 
Score: -21565206.000000 Penalty: 1204.264038
	Iteration 25Q: 3 clusters Score -2.156521e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 558125 members 
Entering Unmasked Estep 
Score: -21565292.000000 Penalty: 1204.264038
	Iteration 26Q: 3 clusters Score -2.156529e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 558198 members 
Entering Unmasked Estep 
Score: -21565344.000000 Penalty: 1204.264038
	Iteration 27Q: 3 clusters Score -2.156534e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 558276 members 
Entering Unmasked Estep 
Score: -21565384.000000 Penalty: 1204.264038
	Iteration 28Q: 3 clusters Score -2.156538e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 558324 members 
Entering Unmasked Estep 
Score: -21565394.000000 Penalty: 1204.264038
	Iteration 29Q: 3 clusters Score -2.156539e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 558355 members 
Entering Unmasked Estep 
Score: -21565424.000000 Penalty: 1204.264038
	Iteration 30Q: 3 clusters Score -2.156542e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 558387 members 
Entering Unmasked Estep 
Score: -21565418.000000 Penalty: 1204.264038
	Iteration 31Q: 3 clusters Score -2.156542e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 558410 members 
Entering Unmasked Estep 
Score: -21565476.000000 Penalty: 1204.264038
	Iteration 32Q: 3 clusters Score -2.156548e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 558428 members 
Entering Unmasked Estep 
Score: -21565458.000000 Penalty: 1204.264038
	Iteration 33Q: 3 clusters Score -2.156546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 558438 members 
Entering Unmasked Estep 
Score: -21565462.000000 Penalty: 1204.264038
	Iteration 34Q: 3 clusters Score -2.156546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 558449 members 
Entering Unmasked Estep 
Score: -21565508.000000 Penalty: 1204.264038
	Iteration 35Q: 3 clusters Score -2.156551e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 558462 members 
Entering Unmasked Estep 
Score: -21565502.000000 Penalty: 1204.264038
	Iteration 36Q: 3 clusters Score -2.15655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 558468 members 
Entering Unmasked Estep 
Score: -21565486.000000 Penalty: 1204.264038
	Iteration 37Q: 3 clusters Score -2.156549e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 558473 members 
Entering Unmasked Estep 
Score: -21565498.000000 Penalty: 1204.264038
	Iteration 38Q: 3 clusters Score -2.15655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 558478 members 
Entering Unmasked Estep 
Score: -21565512.000000 Penalty: 1204.264038
	Iteration 39Q: 3 clusters Score -2.156551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 558481 members 
Entering Unmasked Estep 
Score: -21565524.000000 Penalty: 1204.264038
	Iteration 40F: 3 clusters Score -2.156552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 558489 members 
Entering Unmasked Estep 
Score: -21565528.000000 Penalty: 1204.264038
	Iteration 41Q: 3 clusters Score -2.156553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 558496 members 
Entering Unmasked Estep 
Score: -21565522.000000 Penalty: 1204.264038
	Iteration 42Q: 3 clusters Score -2.156552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 558506 members 
Entering Unmasked Estep 
Score: -21565530.000000 Penalty: 1204.264038
	Iteration 43Q: 3 clusters Score -2.156553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 558514 members 
Entering Unmasked Estep 
Score: -21565558.000000 Penalty: 1204.264038
	Iteration 44Q: 3 clusters Score -2.156556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 558521 members 
Entering Unmasked Estep 
Score: -21565566.000000 Penalty: 1204.264038
	Iteration 45Q: 3 clusters Score -2.156557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 558527 members 
Entering Unmasked Estep 
Score: -21565574.000000 Penalty: 1204.264038
	Iteration 46Q: 3 clusters Score -2.156557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 558533 members 
Entering Unmasked Estep 
Score: -21565566.000000 Penalty: 1204.264038
	Iteration 47Q: 3 clusters Score -2.156557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 558539 members 
Entering Unmasked Estep 
Score: -21565574.000000 Penalty: 1204.264038
	Iteration 48Q: 3 clusters Score -2.156557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 558548 members 
Entering Unmasked Estep 
Score: -21565582.000000 Penalty: 1204.264038
	Iteration 49Q: 3 clusters Score -2.156558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 558557 members 
Entering Unmasked Estep 
Score: -21565594.000000 Penalty: 1204.264038
	Iteration 50Q: 3 clusters Score -2.156559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 558569 members 
Entering Unmasked Estep 
Score: -21565600.000000 Penalty: 1204.264038
	Iteration 51Q: 3 clusters Score -2.15656e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 558581 members 
Entering Unmasked Estep 
Score: -21565614.000000 Penalty: 1204.264038
	Iteration 52Q: 3 clusters Score -2.156561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 558589 members 
Entering Unmasked Estep 
Score: -21565606.000000 Penalty: 1204.264038
	Iteration 53Q: 3 clusters Score -2.156561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 558599 members 
Entering Unmasked Estep 
Score: -21565620.000000 Penalty: 1204.264038
	Iteration 54Q: 3 clusters Score -2.156562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 558604 members 
Entering Unmasked Estep 
Score: -21565616.000000 Penalty: 1204.264038
	Iteration 55Q: 3 clusters Score -2.156562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 558611 members 
Entering Unmasked Estep 
Score: -21565640.000000 Penalty: 1204.264038
	Iteration 56Q: 3 clusters Score -2.156564e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 558622 members 
Entering Unmasked Estep 
Score: -21565668.000000 Penalty: 1204.264038
	Iteration 57Q: 3 clusters Score -2.156567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 558630 members 
Entering Unmasked Estep 
Score: -21565668.000000 Penalty: 1204.264038
	Iteration 58Q: 3 clusters Score -2.156567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 558633 members 
Entering Unmasked Estep 
Score: -21565672.000000 Penalty: 1204.264038
	Iteration 59Q: 3 clusters Score -2.156567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 558636 members 
Entering Unmasked Estep 
Score: -21565680.000000 Penalty: 1204.264038
	Iteration 60F: 3 clusters Score -2.156568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 558637 members 
Entering Unmasked Estep 
Score: -21565676.000000 Penalty: 1204.264038
	Iteration 61Q: 3 clusters Score -2.156568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 558638 members 
Entering Unmasked Estep 
Score: -21565668.000000 Penalty: 1204.264038
	Iteration 62Q: 3 clusters Score -2.156567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 558638 members 
Entering Unmasked Estep 
Score: -21565680.000000 Penalty: 1204.264038
	Iteration 63Q: 3 clusters Score -2.156568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 558637 members 
Entering Unmasked Estep 
Score: -21565676.000000 Penalty: 1204.264038
	Iteration 64Q: 3 clusters Score -2.156568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 558637 members 
Entering Unmasked Estep 
Score: -21565676.000000 Penalty: 1204.264038
	Iteration 65F: 3 clusters Score -2.156568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -25978.246094 Penalty: 298.911407
	Iteration 0F: 2 clusters Score -25978.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -25358.572266 Penalty: 597.822815
	Iteration 0F: 3 clusters Score -25358.57 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -25505.472656 Penalty: 597.822815
	Iteration 1F: 3 clusters Score -25505.47 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -25553.982422 Penalty: 597.822815
	Iteration 2F: 3 clusters Score -25553.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -25587.730469 Penalty: 597.822815
	Iteration 3F: 3 clusters Score -25587.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -25607.955078 Penalty: 597.822815
	Iteration 4Q: 3 clusters Score -25607.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -25635.535156 Penalty: 597.822815
	Iteration 5Q: 3 clusters Score -25635.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -25672.228516 Penalty: 597.822815
	Iteration 6Q: 3 clusters Score -25672.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -25699.800781 Penalty: 597.822815
	Iteration 7Q: 3 clusters Score -25699.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -25722.251953 Penalty: 597.822815
	Iteration 8Q: 3 clusters Score -25722.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -25733.296875 Penalty: 597.822815
	Iteration 9Q: 3 clusters Score -25733.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -25747.414062 Penalty: 597.822815
	Iteration 10Q: 3 clusters Score -25747.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -25762.349609 Penalty: 597.822815
	Iteration 11Q: 3 clusters Score -25762.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -25774.390625 Penalty: 597.822815
	Iteration 12Q: 3 clusters Score -25774.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -25779.203125 Penalty: 597.822815
	Iteration 13Q: 3 clusters Score -25779.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -25781.662109 Penalty: 597.822815
	Iteration 14Q: 3 clusters Score -25781.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -25784.085938 Penalty: 597.822815
	Iteration 15Q: 3 clusters Score -25784.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25789.548828 Penalty: 597.822815
	Iteration 16Q: 3 clusters Score -25789.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -25792.271484 Penalty: 597.822815
	Iteration 17Q: 3 clusters Score -25792.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -25795.132812 Penalty: 597.822815
	Iteration 18Q: 3 clusters Score -25795.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -25797.351562 Penalty: 597.822815
	Iteration 19Q: 3 clusters Score -25797.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25800.156250 Penalty: 597.822815
	Iteration 20F: 3 clusters Score -25800.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -25803.517578 Penalty: 597.822815
	Iteration 21Q: 3 clusters Score -25803.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25806.480469 Penalty: 597.822815
	Iteration 22Q: 3 clusters Score -25806.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -25810.093750 Penalty: 597.822815
	Iteration 23Q: 3 clusters Score -25810.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25811.445312 Penalty: 597.822815
	Iteration 24Q: 3 clusters Score -25811.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -25813.966797 Penalty: 597.822815
	Iteration 25Q: 3 clusters Score -25813.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -25814.486328 Penalty: 597.822815
	Iteration 26Q: 3 clusters Score -25814.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25815.447266 Penalty: 597.822815
	Iteration 27Q: 3 clusters Score -25815.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25815.447266 Penalty: 597.822815
	Iteration 28F: 3 clusters Score -25815.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Entering Unmasked Estep 
Score: -227941.312500 Penalty: 398.148865
	Iteration 0F: 2 clusters Score -227941.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -223663.937500 Penalty: 796.297729
	Iteration 0F: 3 clusters Score -223663.9 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -225443.984375 Penalty: 796.297729
	Iteration 1F: 3 clusters Score -225444 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -225713.453125 Penalty: 796.297729
	Iteration 2F: 3 clusters Score -225713.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -225955.750000 Penalty: 796.297729
	Iteration 3F: 3 clusters Score -225955.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -226144.156250 Penalty: 796.297729
	Iteration 4F: 3 clusters Score -226144.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -226273.656250 Penalty: 796.297729
	Iteration 5Q: 3 clusters Score -226273.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -226354.203125 Penalty: 796.297729
	Iteration 6Q: 3 clusters Score -226354.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -226426.921875 Penalty: 796.297729
	Iteration 7Q: 3 clusters Score -226426.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -226506.796875 Penalty: 796.297729
	Iteration 8Q: 3 clusters Score -226506.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -226623.515625 Penalty: 796.297729
	Iteration 9Q: 3 clusters Score -226623.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -226758.734375 Penalty: 796.297729
	Iteration 10Q: 3 clusters Score -226758.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -226955.265625 Penalty: 796.297729
	Iteration 11Q: 3 clusters Score -226955.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -227152.921875 Penalty: 796.297729
	Iteration 12Q: 3 clusters Score -227152.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -227280.718750 Penalty: 796.297729
	Iteration 13Q: 3 clusters Score -227280.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -227345.375000 Penalty: 796.297729
	Iteration 14Q: 3 clusters Score -227345.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -227386.734375 Penalty: 796.297729
	Iteration 15Q: 3 clusters Score -227386.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -227410.796875 Penalty: 796.297729
	Iteration 16Q: 3 clusters Score -227410.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -227429.921875 Penalty: 796.297729
	Iteration 17Q: 3 clusters Score -227429.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -227452.796875 Penalty: 796.297729
	Iteration 18Q: 3 clusters Score -227452.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -227469.015625 Penalty: 796.297729
	Iteration 19Q: 3 clusters Score -227469 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -227481.046875 Penalty: 796.297729
	Iteration 20F: 3 clusters Score -227481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -227487.015625 Penalty: 796.297729
	Iteration 21Q: 3 clusters Score -227487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -227491.265625 Penalty: 796.297729
	Iteration 22Q: 3 clusters Score -227491.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -227495.796875 Penalty: 796.297729
	Iteration 23Q: 3 clusters Score -227495.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -227499.953125 Penalty: 796.297729
	Iteration 24Q: 3 clusters Score -227500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -227504.687500 Penalty: 796.297729
	Iteration 25Q: 3 clusters Score -227504.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -227512.265625 Penalty: 796.297729
	Iteration 26Q: 3 clusters Score -227512.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -227522.343750 Penalty: 796.297729
	Iteration 27Q: 3 clusters Score -227522.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -227527.750000 Penalty: 796.297729
	Iteration 28Q: 3 clusters Score -227527.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -227531.468750 Penalty: 796.297729
	Iteration 29Q: 3 clusters Score -227531.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -227535.718750 Penalty: 796.297729
	Iteration 30Q: 3 clusters Score -227535.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -227541.000000 Penalty: 796.297729
	Iteration 31Q: 3 clusters Score -227541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -227542.703125 Penalty: 796.297729
	Iteration 32Q: 3 clusters Score -227542.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -227545.000000 Penalty: 796.297729
	Iteration 33Q: 3 clusters Score -227545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -227548.234375 Penalty: 796.297729
	Iteration 34Q: 3 clusters Score -227548.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -227549.953125 Penalty: 796.297729
	Iteration 35Q: 3 clusters Score -227550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -227551.515625 Penalty: 796.297729
	Iteration 36Q: 3 clusters Score -227551.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -227552.406250 Penalty: 796.297729
	Iteration 37Q: 3 clusters Score -227552.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -227552.718750 Penalty: 796.297729
	Iteration 38Q: 3 clusters Score -227552.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -227553.421875 Penalty: 796.297729
	Iteration 39Q: 3 clusters Score -227553.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -227553.781250 Penalty: 796.297729
	Iteration 40F: 3 clusters Score -227553.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -227554.296875 Penalty: 796.297729
	Iteration 41Q: 3 clusters Score -227554.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -227555.062500 Penalty: 796.297729
	Iteration 42Q: 3 clusters Score -227555.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -227555.890625 Penalty: 796.297729
	Iteration 43Q: 3 clusters Score -227555.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -227556.718750 Penalty: 796.297729
	Iteration 44Q: 3 clusters Score -227556.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -227557.500000 Penalty: 796.297729
	Iteration 45Q: 3 clusters Score -227557.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -227558.937500 Penalty: 796.297729
	Iteration 46Q: 3 clusters Score -227558.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -227560.406250 Penalty: 796.297729
	Iteration 47Q: 3 clusters Score -227560.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -227560.875000 Penalty: 796.297729
	Iteration 48Q: 3 clusters Score -227560.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -227561.296875 Penalty: 796.297729
	Iteration 49Q: 3 clusters Score -227561.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -227561.765625 Penalty: 796.297729
	Iteration 50Q: 3 clusters Score -227561.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -227562.156250 Penalty: 796.297729
	Iteration 51Q: 3 clusters Score -227562.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -227562.156250 Penalty: 796.297729
	Iteration 52F: 3 clusters Score -227562.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (20695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Entering Unmasked Estep 
Score: -776381.062500 Penalty: 452.162964
	Iteration 0F: 2 clusters Score -776381.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -762583.750000 Penalty: 904.325928
	Iteration 0F: 3 clusters Score -762583.8 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -768499.375000 Penalty: 904.325928
	Iteration 1F: 3 clusters Score -768499.4 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -768858.500000 Penalty: 904.325928
	Iteration 2Q: 3 clusters Score -768858.5 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -769281.312500 Penalty: 904.325928
	Iteration 3Q: 3 clusters Score -769281.3 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -769771.875000 Penalty: 904.325928
	Iteration 4Q: 3 clusters Score -769771.9 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -770296.000000 Penalty: 904.325928
	Iteration 5Q: 3 clusters Score -770296 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -770861.812500 Penalty: 904.325928
	Iteration 6Q: 3 clusters Score -770861.8 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -771535.437500 Penalty: 904.325928
	Iteration 7Q: 3 clusters Score -771535.4 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -772147.312500 Penalty: 904.325928
	Iteration 8Q: 3 clusters Score -772147.3 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -772528.562500 Penalty: 904.325928
	Iteration 9Q: 3 clusters Score -772528.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -772725.687500 Penalty: 904.325928
	Iteration 10Q: 3 clusters Score -772725.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -772846.125000 Penalty: 904.325928
	Iteration 11Q: 3 clusters Score -772846.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -772954.562500 Penalty: 904.325928
	Iteration 12Q: 3 clusters Score -772954.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -773060.375000 Penalty: 904.325928
	Iteration 13Q: 3 clusters Score -773060.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -773176.687500 Penalty: 904.325928
	Iteration 14Q: 3 clusters Score -773176.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -773302.312500 Penalty: 904.325928
	Iteration 15Q: 3 clusters Score -773302.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -773465.750000 Penalty: 904.325928
	Iteration 16Q: 3 clusters Score -773465.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -773681.125000 Penalty: 904.325928
	Iteration 17Q: 3 clusters Score -773681.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -773900.750000 Penalty: 904.325928
	Iteration 18Q: 3 clusters Score -773900.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -774154.125000 Penalty: 904.325928
	Iteration 19Q: 3 clusters Score -774154.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -774409.375000 Penalty: 904.325928
	Iteration 20F: 3 clusters Score -774409.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -774659.000000 Penalty: 904.325928
	Iteration 21Q: 3 clusters Score -774659 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -774900.437500 Penalty: 904.325928
	Iteration 22Q: 3 clusters Score -774900.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -775180.500000 Penalty: 904.325928
	Iteration 23Q: 3 clusters Score -775180.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -775398.500000 Penalty: 904.325928
	Iteration 24Q: 3 clusters Score -775398.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -775556.187500 Penalty: 904.325928
	Iteration 25Q: 3 clusters Score -775556.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -775652.375000 Penalty: 904.325928
	Iteration 26Q: 3 clusters Score -775652.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -775715.250000 Penalty: 904.325928
	Iteration 27Q: 3 clusters Score -775715.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -775769.062500 Penalty: 904.325928
	Iteration 28Q: 3 clusters Score -775769.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -775810.750000 Penalty: 904.325928
	Iteration 29Q: 3 clusters Score -775810.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -775848.375000 Penalty: 904.325928
	Iteration 30Q: 3 clusters Score -775848.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -775874.125000 Penalty: 904.325928
	Iteration 31Q: 3 clusters Score -775874.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -775895.312500 Penalty: 904.325928
	Iteration 32Q: 3 clusters Score -775895.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -775907.375000 Penalty: 904.325928
	Iteration 33Q: 3 clusters Score -775907.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -775916.812500 Penalty: 904.325928
	Iteration 34Q: 3 clusters Score -775916.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -775927.875000 Penalty: 904.325928
	Iteration 35Q: 3 clusters Score -775927.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -775941.562500 Penalty: 904.325928
	Iteration 36Q: 3 clusters Score -775941.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -775947.625000 Penalty: 904.325928
	Iteration 37Q: 3 clusters Score -775947.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -775953.125000 Penalty: 904.325928
	Iteration 38Q: 3 clusters Score -775953.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -775959.812500 Penalty: 904.325928
	Iteration 39Q: 3 clusters Score -775959.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -775966.750000 Penalty: 904.325928
	Iteration 40F: 3 clusters Score -775966.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -775968.875000 Penalty: 904.325928
	Iteration 41Q: 3 clusters Score -775968.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -775971.875000 Penalty: 904.325928
	Iteration 42Q: 3 clusters Score -775971.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -775974.187500 Penalty: 904.325928
	Iteration 43Q: 3 clusters Score -775974.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -775974.750000 Penalty: 904.325928
	Iteration 44Q: 3 clusters Score -775974.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -775975.937500 Penalty: 904.325928
	Iteration 45Q: 3 clusters Score -775975.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -775978.250000 Penalty: 904.325928
	Iteration 46Q: 3 clusters Score -775978.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -775979.437500 Penalty: 904.325928
	Iteration 47Q: 3 clusters Score -775979.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -775980.437500 Penalty: 904.325928
	Iteration 48Q: 3 clusters Score -775980.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -775981.187500 Penalty: 904.325928
	Iteration 49Q: 3 clusters Score -775981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -775984.000000 Penalty: 904.325928
	Iteration 50Q: 3 clusters Score -775984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -775987.437500 Penalty: 904.325928
	Iteration 51Q: 3 clusters Score -775987.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -775990.125000 Penalty: 904.325928
	Iteration 52Q: 3 clusters Score -775990.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -775990.250000 Penalty: 904.325928
	Iteration 53Q: 3 clusters Score -775990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -775991.062500 Penalty: 904.325928
	Iteration 54Q: 3 clusters Score -775991.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -775992.562500 Penalty: 904.325928
	Iteration 55Q: 3 clusters Score -775992.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -775993.187500 Penalty: 904.325928
	Iteration 56Q: 3 clusters Score -775993.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -775993.187500 Penalty: 904.325928
	Iteration 57F: 3 clusters Score -775993.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Entering Unmasked Estep 
Score: -132037.031250 Penalty: 374.236053
	Iteration 0F: 2 clusters Score -132037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -129486.148438 Penalty: 748.472107
	Iteration 0F: 3 clusters Score -129486.1 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -130370.937500 Penalty: 748.472107
	Iteration 1F: 3 clusters Score -130370.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -130501.960938 Penalty: 748.472107
	Iteration 2F: 3 clusters Score -130502 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -130648.234375 Penalty: 748.472107
	Iteration 3F: 3 clusters Score -130648.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -130789.000000 Penalty: 748.472107
	Iteration 4F: 3 clusters Score -130789 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -130940.742188 Penalty: 748.472107
	Iteration 5F: 3 clusters Score -130940.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -131089.906250 Penalty: 748.472107
	Iteration 6F: 3 clusters Score -131089.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -131225.781250 Penalty: 748.472107
	Iteration 7Q: 3 clusters Score -131225.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -131374.578125 Penalty: 748.472107
	Iteration 8Q: 3 clusters Score -131374.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -131473.890625 Penalty: 748.472107
	Iteration 9Q: 3 clusters Score -131473.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -131542.296875 Penalty: 748.472107
	Iteration 10Q: 3 clusters Score -131542.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -131595.703125 Penalty: 748.472107
	Iteration 11Q: 3 clusters Score -131595.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -131633.921875 Penalty: 748.472107
	Iteration 12Q: 3 clusters Score -131633.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -131659.281250 Penalty: 748.472107
	Iteration 13Q: 3 clusters Score -131659.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -131678.343750 Penalty: 748.472107
	Iteration 14Q: 3 clusters Score -131678.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -131695.796875 Penalty: 748.472107
	Iteration 15Q: 3 clusters Score -131695.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -131703.250000 Penalty: 748.472107
	Iteration 16Q: 3 clusters Score -131703.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -131709.062500 Penalty: 748.472107
	Iteration 17Q: 3 clusters Score -131709.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -131712.609375 Penalty: 748.472107
	Iteration 18Q: 3 clusters Score -131712.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -131714.937500 Penalty: 748.472107
	Iteration 19Q: 3 clusters Score -131714.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -131716.234375 Penalty: 748.472107
	Iteration 20F: 3 clusters Score -131716.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -131717.281250 Penalty: 748.472107
	Iteration 21Q: 3 clusters Score -131717.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -131718.375000 Penalty: 748.472107
	Iteration 22Q: 3 clusters Score -131718.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -131718.859375 Penalty: 748.472107
	Iteration 23Q: 3 clusters Score -131718.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -131719.031250 Penalty: 748.472107
	Iteration 24Q: 3 clusters Score -131719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -131719.015625 Penalty: 748.472107
	Iteration 25Q: 3 clusters Score -131719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -131718.890625 Penalty: 748.472107
	Iteration 26Q: 3 clusters Score -131718.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -131719.125000 Penalty: 748.472107
	Iteration 27Q: 3 clusters Score -131719.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -131719.125000 Penalty: 748.472107
	Iteration 28F: 3 clusters Score -131719.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Entering Unmasked Estep 
Score: -276867.531250 Penalty: 407.107452
	Iteration 0F: 2 clusters Score -276867.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -271733.812500 Penalty: 814.214905
	Iteration 0F: 3 clusters Score -271733.8 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -273721.687500 Penalty: 814.214905
	Iteration 1F: 3 clusters Score -273721.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -273907.218750 Penalty: 814.214905
	Iteration 2F: 3 clusters Score -273907.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -274111.093750 Penalty: 814.214905
	Iteration 3F: 3 clusters Score -274111.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -274397.375000 Penalty: 814.214905
	Iteration 4F: 3 clusters Score -274397.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -274718.718750 Penalty: 814.214905
	Iteration 5F: 3 clusters Score -274718.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -274984.593750 Penalty: 814.214905
	Iteration 6F: 3 clusters Score -274984.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -275171.156250 Penalty: 814.214905
	Iteration 7Q: 3 clusters Score -275171.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -275346.687500 Penalty: 814.214905
	Iteration 8Q: 3 clusters Score -275346.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -275478.375000 Penalty: 814.214905
	Iteration 9Q: 3 clusters Score -275478.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -275582.125000 Penalty: 814.214905
	Iteration 10Q: 3 clusters Score -275582.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -275656.312500 Penalty: 814.214905
	Iteration 11Q: 3 clusters Score -275656.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -275725.937500 Penalty: 814.214905
	Iteration 12Q: 3 clusters Score -275725.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -275816.968750 Penalty: 814.214905
	Iteration 13Q: 3 clusters Score -275817 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -275915.593750 Penalty: 814.214905
	Iteration 14Q: 3 clusters Score -275915.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -276027.468750 Penalty: 814.214905
	Iteration 15Q: 3 clusters Score -276027.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -276150.625000 Penalty: 814.214905
	Iteration 16Q: 3 clusters Score -276150.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -276249.093750 Penalty: 814.214905
	Iteration 17Q: 3 clusters Score -276249.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -276332.218750 Penalty: 814.214905
	Iteration 18Q: 3 clusters Score -276332.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -276394.156250 Penalty: 814.214905
	Iteration 19Q: 3 clusters Score -276394.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -276434.781250 Penalty: 814.214905
	Iteration 20F: 3 clusters Score -276434.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -276458.343750 Penalty: 814.214905
	Iteration 21Q: 3 clusters Score -276458.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -276479.687500 Penalty: 814.214905
	Iteration 22Q: 3 clusters Score -276479.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -276491.687500 Penalty: 814.214905
	Iteration 23Q: 3 clusters Score -276491.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -276499.437500 Penalty: 814.214905
	Iteration 24Q: 3 clusters Score -276499.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -276507.312500 Penalty: 814.214905
	Iteration 25Q: 3 clusters Score -276507.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -276514.375000 Penalty: 814.214905
	Iteration 26Q: 3 clusters Score -276514.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -276519.937500 Penalty: 814.214905
	Iteration 27Q: 3 clusters Score -276519.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -276523.906250 Penalty: 814.214905
	Iteration 28Q: 3 clusters Score -276523.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -276527.968750 Penalty: 814.214905
	Iteration 29Q: 3 clusters Score -276528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -276530.781250 Penalty: 814.214905
	Iteration 30Q: 3 clusters Score -276530.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -276533.187500 Penalty: 814.214905
	Iteration 31Q: 3 clusters Score -276533.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -276534.687500 Penalty: 814.214905
	Iteration 32Q: 3 clusters Score -276534.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -276536.218750 Penalty: 814.214905
	Iteration 33Q: 3 clusters Score -276536.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -276536.562500 Penalty: 814.214905
	Iteration 34Q: 3 clusters Score -276536.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -276537.218750 Penalty: 814.214905
	Iteration 35Q: 3 clusters Score -276537.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -276537.656250 Penalty: 814.214905
	Iteration 36Q: 3 clusters Score -276537.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -276537.656250 Penalty: 814.214905
	Iteration 37F: 3 clusters Score -276537.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Entering Unmasked Estep 
Score: -60618.843750 Penalty: 337.554535
	Iteration 0F: 2 clusters Score -60618.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -59382.656250 Penalty: 675.109070
	Iteration 0F: 3 clusters Score -59382.66 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -59827.238281 Penalty: 675.109070
	Iteration 1F: 3 clusters Score -59827.24 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -59943.878906 Penalty: 675.109070
	Iteration 2F: 3 clusters Score -59943.88 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -60027.984375 Penalty: 675.109070
	Iteration 3F: 3 clusters Score -60027.98 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -60090.015625 Penalty: 675.109070
	Iteration 4Q: 3 clusters Score -60090.02 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -60129.867188 Penalty: 675.109070
	Iteration 5Q: 3 clusters Score -60129.87 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -60156.777344 Penalty: 675.109070
	Iteration 6Q: 3 clusters Score -60156.78 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -60187.312500 Penalty: 675.109070
	Iteration 7Q: 3 clusters Score -60187.31 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -60216.683594 Penalty: 675.109070
	Iteration 8Q: 3 clusters Score -60216.68 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -60252.160156 Penalty: 675.109070
	Iteration 9Q: 3 clusters Score -60252.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -60287.941406 Penalty: 675.109070
	Iteration 10Q: 3 clusters Score -60287.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -60302.589844 Penalty: 675.109070
	Iteration 11Q: 3 clusters Score -60302.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -60313.175781 Penalty: 675.109070
	Iteration 12Q: 3 clusters Score -60313.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -60318.632812 Penalty: 675.109070
	Iteration 13Q: 3 clusters Score -60318.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -60322.226562 Penalty: 675.109070
	Iteration 14Q: 3 clusters Score -60322.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -60324.808594 Penalty: 675.109070
	Iteration 15Q: 3 clusters Score -60324.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -60325.109375 Penalty: 675.109070
	Iteration 16Q: 3 clusters Score -60325.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -60325.640625 Penalty: 675.109070
	Iteration 17Q: 3 clusters Score -60325.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -60326.031250 Penalty: 675.109070
	Iteration 18Q: 3 clusters Score -60326.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -60326.312500 Penalty: 675.109070
	Iteration 19Q: 3 clusters Score -60326.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -60326.312500 Penalty: 675.109070
	Iteration 20F: 3 clusters Score -60326.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Entering Unmasked Estep 
Score: -149998.046875 Penalty: 378.213318
	Iteration 0F: 2 clusters Score -149998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -147165.250000 Penalty: 756.426636
	Iteration 0F: 3 clusters Score -147165.2 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -148404.531250 Penalty: 756.426636
	Iteration 1F: 3 clusters Score -148404.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -148667.531250 Penalty: 756.426636
	Iteration 2F: 3 clusters Score -148667.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -148888.109375 Penalty: 756.426636
	Iteration 3F: 3 clusters Score -148888.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -149068.890625 Penalty: 756.426636
	Iteration 4F: 3 clusters Score -149068.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -149202.203125 Penalty: 756.426636
	Iteration 5Q: 3 clusters Score -149202.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -149321.968750 Penalty: 756.426636
	Iteration 6Q: 3 clusters Score -149322 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -149398.718750 Penalty: 756.426636
	Iteration 7Q: 3 clusters Score -149398.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -149457.671875 Penalty: 756.426636
	Iteration 8Q: 3 clusters Score -149457.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -149497.796875 Penalty: 756.426636
	Iteration 9Q: 3 clusters Score -149497.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -149538.218750 Penalty: 756.426636
	Iteration 10Q: 3 clusters Score -149538.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -149577.484375 Penalty: 756.426636
	Iteration 11Q: 3 clusters Score -149577.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -149617.000000 Penalty: 756.426636
	Iteration 12Q: 3 clusters Score -149617 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -149643.718750 Penalty: 756.426636
	Iteration 13Q: 3 clusters Score -149643.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -149668.937500 Penalty: 756.426636
	Iteration 14Q: 3 clusters Score -149668.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -149682.593750 Penalty: 756.426636
	Iteration 15Q: 3 clusters Score -149682.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -149689.062500 Penalty: 756.426636
	Iteration 16Q: 3 clusters Score -149689.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -149694.500000 Penalty: 756.426636
	Iteration 17Q: 3 clusters Score -149694.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -149700.671875 Penalty: 756.426636
	Iteration 18Q: 3 clusters Score -149700.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -149708.296875 Penalty: 756.426636
	Iteration 19Q: 3 clusters Score -149708.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -149715.359375 Penalty: 756.426636
	Iteration 20F: 3 clusters Score -149715.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -149722.156250 Penalty: 756.426636
	Iteration 21Q: 3 clusters Score -149722.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -149724.062500 Penalty: 756.426636
	Iteration 22Q: 3 clusters Score -149724.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -149725.031250 Penalty: 756.426636
	Iteration 23Q: 3 clusters Score -149725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -149725.593750 Penalty: 756.426636
	Iteration 24Q: 3 clusters Score -149725.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -149725.906250 Penalty: 756.426636
	Iteration 25Q: 3 clusters Score -149725.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -149725.906250 Penalty: 756.426636
	Iteration 26F: 3 clusters Score -149725.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Entering Unmasked Estep 
Score: -64620.207031 Penalty: 340.205261
	Iteration 0F: 2 clusters Score -64620.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -63340.660156 Penalty: 680.410522
	Iteration 0F: 3 clusters Score -63340.66 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -63836.101562 Penalty: 680.410522
	Iteration 1F: 3 clusters Score -63836.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -63999.496094 Penalty: 680.410522
	Iteration 2F: 3 clusters Score -63999.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -64137.523438 Penalty: 680.410522
	Iteration 3F: 3 clusters Score -64137.52 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -64205.902344 Penalty: 680.410522
	Iteration 4F: 3 clusters Score -64205.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -64259.968750 Penalty: 680.410522
	Iteration 5Q: 3 clusters Score -64259.97 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -64299.066406 Penalty: 680.410522
	Iteration 6Q: 3 clusters Score -64299.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -64326.171875 Penalty: 680.410522
	Iteration 7Q: 3 clusters Score -64326.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -64352.425781 Penalty: 680.410522
	Iteration 8Q: 3 clusters Score -64352.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -64375.289062 Penalty: 680.410522
	Iteration 9Q: 3 clusters Score -64375.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -64392.726562 Penalty: 680.410522
	Iteration 10Q: 3 clusters Score -64392.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -64410.121094 Penalty: 680.410522
	Iteration 11Q: 3 clusters Score -64410.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -64416.207031 Penalty: 680.410522
	Iteration 12Q: 3 clusters Score -64416.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -64423.589844 Penalty: 680.410522
	Iteration 13Q: 3 clusters Score -64423.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -64428.960938 Penalty: 680.410522
	Iteration 14Q: 3 clusters Score -64428.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -64433.425781 Penalty: 680.410522
	Iteration 15Q: 3 clusters Score -64433.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -64436.832031 Penalty: 680.410522
	Iteration 16Q: 3 clusters Score -64436.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -64440.007812 Penalty: 680.410522
	Iteration 17Q: 3 clusters Score -64440.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -64440.945312 Penalty: 680.410522
	Iteration 18Q: 3 clusters Score -64440.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -64442.265625 Penalty: 680.410522
	Iteration 19Q: 3 clusters Score -64442.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -64442.402344 Penalty: 680.410522
	Iteration 20F: 3 clusters Score -64442.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11833 members 
Mstep: Class 3 contains 2724 members 
Mstep: Class 4 contains 2415 members 
Mstep: Class 5 contains 10060 members 
Mstep: Class 6 contains 476432 members 
Mstep: Class 7 contains 13551 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 12733 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12868 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 7244 members 
Mstep: Class 18 contains 5398 members 
Mstep: Class 19 contains 7759 members 
Mstep: Class 20 contains 2897 members 
Mstep: Class 21 contains 11386 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3206 members 
Mstep: Class 25 contains 17321 members 
Mstep: Class 26 contains 106457 members 
Mstep: Class 27 contains 3134 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14046 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4235 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 558869 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 6314 members 
Mstep: Class 38 contains 20695 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7688 members 
Mstep: Class 41 contains 1667 members 
Mstep: Class 42 contains 4074 members 
Mstep: Class 43 contains 1767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378944.000000 Penalty: 27671.500000
Iteration 159Q: 44 clusters Score -5.037894e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11835 members 
Mstep: Class 3 contains 2724 members 
Mstep: Class 4 contains 2414 members 
Mstep: Class 5 contains 10060 members 
Mstep: Class 6 contains 476433 members 
Mstep: Class 7 contains 13550 members 
Mstep: Class 8 contains 2588 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 6177 members 
Mstep: Class 12 contains 12735 members 
Mstep: Class 13 contains 6712 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12862 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 7243 members 
Mstep: Class 18 contains 5399 members 
Mstep: Class 19 contains 7759 members 
Mstep: Class 20 contains 2899 members 
Mstep: Class 21 contains 11391 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17319 members 
Mstep: Class 26 contains 106453 members 
Mstep: Class 27 contains 3134 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14044 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4236 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7241 members 
Mstep: Class 35 contains 558865 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 6313 members 
Mstep: Class 38 contains 20696 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7691 members 
Mstep: Class 41 contains 1673 members 
Mstep: Class 42 contains 4074 members 
Mstep: Class 43 contains 1767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378920.000000 Penalty: 27671.500000
Iteration 160F: 44 clusters Score -5.037892e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11837 members 
Mstep: Class 3 contains 2725 members 
Mstep: Class 4 contains 2411 members 
Mstep: Class 5 contains 10060 members 
Mstep: Class 6 contains 476435 members 
Mstep: Class 7 contains 13550 members 
Mstep: Class 8 contains 2585 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10593 members 
Mstep: Class 11 contains 6181 members 
Mstep: Class 12 contains 12735 members 
Mstep: Class 13 contains 6714 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12856 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 7244 members 
Mstep: Class 18 contains 5399 members 
Mstep: Class 19 contains 7759 members 
Mstep: Class 20 contains 2902 members 
Mstep: Class 21 contains 11393 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17318 members 
Mstep: Class 26 contains 106447 members 
Mstep: Class 27 contains 3136 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14043 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4237 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7241 members 
Mstep: Class 35 contains 558867 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 6311 members 
Mstep: Class 38 contains 20696 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7692 members 
Mstep: Class 41 contains 1674 members 
Mstep: Class 42 contains 4075 members 
Mstep: Class 43 contains 1767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378932.000000 Penalty: 27671.500000
Iteration 161Q: 44 clusters Score -5.037893e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11837 members 
Mstep: Class 3 contains 2726 members 
Mstep: Class 4 contains 2409 members 
Mstep: Class 5 contains 10057 members 
Mstep: Class 6 contains 476437 members 
Mstep: Class 7 contains 13550 members 
Mstep: Class 8 contains 2583 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10590 members 
Mstep: Class 11 contains 6184 members 
Mstep: Class 12 contains 12735 members 
Mstep: Class 13 contains 6713 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12853 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7244 members 
Mstep: Class 18 contains 5399 members 
Mstep: Class 19 contains 7759 members 
Mstep: Class 20 contains 2907 members 
Mstep: Class 21 contains 11395 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17318 members 
Mstep: Class 26 contains 106445 members 
Mstep: Class 27 contains 3140 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14043 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4240 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7241 members 
Mstep: Class 35 contains 558865 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 6308 members 
Mstep: Class 38 contains 20697 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7689 members 
Mstep: Class 41 contains 1675 members 
Mstep: Class 42 contains 4076 members 
Mstep: Class 43 contains 1767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378964.000000 Penalty: 27671.500000
Iteration 162Q: 44 clusters Score -5.037896e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11837 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 10056 members 
Mstep: Class 6 contains 476434 members 
Mstep: Class 7 contains 13552 members 
Mstep: Class 8 contains 2581 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10588 members 
Mstep: Class 11 contains 6185 members 
Mstep: Class 12 contains 12733 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12852 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 7244 members 
Mstep: Class 18 contains 5399 members 
Mstep: Class 19 contains 7760 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 11397 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17318 members 
Mstep: Class 26 contains 106447 members 
Mstep: Class 27 contains 3145 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14042 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4243 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7241 members 
Mstep: Class 35 contains 558863 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 6303 members 
Mstep: Class 38 contains 20697 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7685 members 
Mstep: Class 41 contains 1679 members 
Mstep: Class 42 contains 4076 members 
Mstep: Class 43 contains 1767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378992.000000 Penalty: 27671.500000
Iteration 163Q: 44 clusters Score -5.037899e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11837 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 2407 members 
Mstep: Class 5 contains 10054 members 
Mstep: Class 6 contains 476431 members 
Mstep: Class 7 contains 13557 members 
Mstep: Class 8 contains 2578 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10588 members 
Mstep: Class 11 contains 6186 members 
Mstep: Class 12 contains 12733 members 
Mstep: Class 13 contains 6707 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12846 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 7245 members 
Mstep: Class 18 contains 5399 members 
Mstep: Class 19 contains 7761 members 
Mstep: Class 20 contains 2916 members 
Mstep: Class 21 contains 11398 members 
Mstep: Class 22 contains 925 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17319 members 
Mstep: Class 26 contains 106447 members 
Mstep: Class 27 contains 3146 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14043 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4246 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7241 members 
Mstep: Class 35 contains 558863 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 6301 members 
Mstep: Class 38 contains 20697 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7682 members 
Mstep: Class 41 contains 1685 members 
Mstep: Class 42 contains 4076 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378984.000000 Penalty: 27671.500000
Iteration 164Q: 44 clusters Score -5.037898e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11837 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 2407 members 
Mstep: Class 5 contains 10053 members 
Mstep: Class 6 contains 476429 members 
Mstep: Class 7 contains 13563 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10588 members 
Mstep: Class 11 contains 6187 members 
Mstep: Class 12 contains 12733 members 
Mstep: Class 13 contains 6702 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12839 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 5400 members 
Mstep: Class 19 contains 7762 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 11398 members 
Mstep: Class 22 contains 924 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17318 members 
Mstep: Class 26 contains 106449 members 
Mstep: Class 27 contains 3148 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14043 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4250 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7241 members 
Mstep: Class 35 contains 558864 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 6298 members 
Mstep: Class 38 contains 20696 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7678 members 
Mstep: Class 41 contains 1691 members 
Mstep: Class 42 contains 4076 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378984.000000 Penalty: 27671.500000
Iteration 165Q: 44 clusters Score -5.037898e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11837 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 2407 members 
Mstep: Class 5 contains 10052 members 
Mstep: Class 6 contains 476424 members 
Mstep: Class 7 contains 13572 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10587 members 
Mstep: Class 11 contains 6188 members 
Mstep: Class 12 contains 12733 members 
Mstep: Class 13 contains 6698 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12834 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 5403 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 2922 members 
Mstep: Class 21 contains 11398 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17318 members 
Mstep: Class 26 contains 106450 members 
Mstep: Class 27 contains 3150 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14041 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4254 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7241 members 
Mstep: Class 35 contains 558862 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 6295 members 
Mstep: Class 38 contains 20697 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7674 members 
Mstep: Class 41 contains 1697 members 
Mstep: Class 42 contains 4076 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379024.000000 Penalty: 27671.500000
Iteration 166Q: 44 clusters Score -5.037902e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11837 members 
Mstep: Class 3 contains 2729 members 
Mstep: Class 4 contains 2407 members 
Mstep: Class 5 contains 10050 members 
Mstep: Class 6 contains 476422 members 
Mstep: Class 7 contains 13578 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10587 members 
Mstep: Class 11 contains 6189 members 
Mstep: Class 12 contains 12732 members 
Mstep: Class 13 contains 6690 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12833 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 5405 members 
Mstep: Class 19 contains 7764 members 
Mstep: Class 20 contains 2924 members 
Mstep: Class 21 contains 11398 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17319 members 
Mstep: Class 26 contains 106454 members 
Mstep: Class 27 contains 3151 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14041 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 558861 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 6291 members 
Mstep: Class 38 contains 20696 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7672 members 
Mstep: Class 41 contains 1698 members 
Mstep: Class 42 contains 4076 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379040.000000 Penalty: 27671.500000
Iteration 167Q: 44 clusters Score -5.037904e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2731 members 
Mstep: Class 4 contains 2408 members 
Mstep: Class 5 contains 10051 members 
Mstep: Class 6 contains 476414 members 
Mstep: Class 7 contains 13585 members 
Mstep: Class 8 contains 2571 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10586 members 
Mstep: Class 11 contains 6189 members 
Mstep: Class 12 contains 12732 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12828 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 5405 members 
Mstep: Class 19 contains 7764 members 
Mstep: Class 20 contains 2927 members 
Mstep: Class 21 contains 11398 members 
Mstep: Class 22 contains 916 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17321 members 
Mstep: Class 26 contains 106463 members 
Mstep: Class 27 contains 3152 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14042 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4261 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7239 members 
Mstep: Class 35 contains 558859 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 6289 members 
Mstep: Class 38 contains 20696 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7671 members 
Mstep: Class 41 contains 1701 members 
Mstep: Class 42 contains 4075 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378972.000000 Penalty: 27671.500000
Iteration 168Q: 44 clusters Score -5.037897e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11839 members 
Mstep: Class 3 contains 2732 members 
Mstep: Class 4 contains 2407 members 
Mstep: Class 5 contains 10049 members 
Mstep: Class 6 contains 476404 members 
Mstep: Class 7 contains 13593 members 
Mstep: Class 8 contains 2569 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10586 members 
Mstep: Class 11 contains 6190 members 
Mstep: Class 12 contains 12731 members 
Mstep: Class 13 contains 6679 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12821 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 5406 members 
Mstep: Class 19 contains 7764 members 
Mstep: Class 20 contains 2931 members 
Mstep: Class 21 contains 11398 members 
Mstep: Class 22 contains 914 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17322 members 
Mstep: Class 26 contains 106467 members 
Mstep: Class 27 contains 3153 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14042 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4262 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7239 members 
Mstep: Class 35 contains 558861 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 6290 members 
Mstep: Class 38 contains 20696 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7670 members 
Mstep: Class 41 contains 1705 members 
Mstep: Class 42 contains 4075 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378948.000000 Penalty: 27671.500000
Iteration 169Q: 44 clusters Score -5.037895e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11839 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 2406 members 
Mstep: Class 5 contains 10048 members 
Mstep: Class 6 contains 476400 members 
Mstep: Class 7 contains 13599 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10586 members 
Mstep: Class 11 contains 6190 members 
Mstep: Class 12 contains 12731 members 
Mstep: Class 13 contains 6678 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12818 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 5406 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 2934 members 
Mstep: Class 21 contains 11398 members 
Mstep: Class 22 contains 912 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17323 members 
Mstep: Class 26 contains 106468 members 
Mstep: Class 27 contains 3153 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14043 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4264 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7239 members 
Mstep: Class 35 contains 558860 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 6291 members 
Mstep: Class 38 contains 20697 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7667 members 
Mstep: Class 41 contains 1707 members 
Mstep: Class 42 contains 4075 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378952.000000 Penalty: 27671.500000
Iteration 170Q: 44 clusters Score -5.037895e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11839 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 10047 members 
Mstep: Class 6 contains 476397 members 
Mstep: Class 7 contains 13606 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10586 members 
Mstep: Class 11 contains 6190 members 
Mstep: Class 12 contains 12731 members 
Mstep: Class 13 contains 6676 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12816 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 5404 members 
Mstep: Class 19 contains 7762 members 
Mstep: Class 20 contains 2936 members 
Mstep: Class 21 contains 11399 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17323 members 
Mstep: Class 26 contains 106469 members 
Mstep: Class 27 contains 3154 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14044 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4264 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 558860 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 6291 members 
Mstep: Class 38 contains 20697 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7665 members 
Mstep: Class 41 contains 1709 members 
Mstep: Class 42 contains 4075 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379008.000000 Penalty: 27671.500000
Iteration 171Q: 44 clusters Score -5.037901e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11839 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 10046 members 
Mstep: Class 6 contains 476394 members 
Mstep: Class 7 contains 13604 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10586 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12732 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12810 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 5402 members 
Mstep: Class 19 contains 7762 members 
Mstep: Class 20 contains 2937 members 
Mstep: Class 21 contains 11400 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17323 members 
Mstep: Class 26 contains 106472 members 
Mstep: Class 27 contains 3154 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14044 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4264 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 558860 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 6293 members 
Mstep: Class 38 contains 20697 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7667 members 
Mstep: Class 41 contains 1715 members 
Mstep: Class 42 contains 4075 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378984.000000 Penalty: 27671.500000
Iteration 172Q: 44 clusters Score -5.037898e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11839 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 10044 members 
Mstep: Class 6 contains 476396 members 
Mstep: Class 7 contains 13601 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10586 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12732 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12805 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7247 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 11400 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17323 members 
Mstep: Class 26 contains 106470 members 
Mstep: Class 27 contains 3154 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14044 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4264 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 558861 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 6293 members 
Mstep: Class 38 contains 20697 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7669 members 
Mstep: Class 41 contains 1719 members 
Mstep: Class 42 contains 4075 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378980.000000 Penalty: 27671.500000
Iteration 173Q: 44 clusters Score -5.037898e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11839 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 10042 members 
Mstep: Class 6 contains 476393 members 
Mstep: Class 7 contains 13599 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10588 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12733 members 
Mstep: Class 13 contains 6674 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7249 members 
Mstep: Class 18 contains 5402 members 
Mstep: Class 19 contains 7764 members 
Mstep: Class 20 contains 2943 members 
Mstep: Class 21 contains 11401 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17323 members 
Mstep: Class 26 contains 106468 members 
Mstep: Class 27 contains 3154 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14044 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4264 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 558859 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 6294 members 
Mstep: Class 38 contains 20697 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7672 members 
Mstep: Class 41 contains 1723 members 
Mstep: Class 42 contains 4075 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378956.000000 Penalty: 27671.500000
Iteration 174Q: 44 clusters Score -5.037896e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 10042 members 
Mstep: Class 6 contains 476389 members 
Mstep: Class 7 contains 13598 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10587 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12734 members 
Mstep: Class 13 contains 6676 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12798 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 5402 members 
Mstep: Class 19 contains 7765 members 
Mstep: Class 20 contains 2946 members 
Mstep: Class 21 contains 11402 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17323 members 
Mstep: Class 26 contains 106467 members 
Mstep: Class 27 contains 3154 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14044 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4264 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 558859 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 6292 members 
Mstep: Class 38 contains 20697 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7675 members 
Mstep: Class 41 contains 1726 members 
Mstep: Class 42 contains 4076 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378988.000000 Penalty: 27671.500000
Iteration 175Q: 44 clusters Score -5.037899e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 2391 members 
Mstep: Class 5 contains 10040 members 
Mstep: Class 6 contains 476387 members 
Mstep: Class 7 contains 13597 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10585 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12734 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12799 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 5402 members 
Mstep: Class 19 contains 7765 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 11403 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17323 members 
Mstep: Class 26 contains 106468 members 
Mstep: Class 27 contains 3154 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14045 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4264 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 558861 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 6291 members 
Mstep: Class 38 contains 20697 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7676 members 
Mstep: Class 41 contains 1727 members 
Mstep: Class 42 contains 4076 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378956.000000 Penalty: 27671.500000
Iteration 176Q: 44 clusters Score -5.037896e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 2388 members 
Mstep: Class 5 contains 10039 members 
Mstep: Class 6 contains 476388 members 
Mstep: Class 7 contains 13596 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10585 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12734 members 
Mstep: Class 13 contains 6673 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12800 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 5402 members 
Mstep: Class 19 contains 7764 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 11404 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17324 members 
Mstep: Class 26 contains 106468 members 
Mstep: Class 27 contains 3154 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14046 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4264 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 558860 members 
Mstep: Class 36 contains 713 members 
Mstep: Class 37 contains 6290 members 
Mstep: Class 38 contains 20697 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7672 members 
Mstep: Class 41 contains 1727 members 
Mstep: Class 42 contains 4076 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378888.000000 Penalty: 27671.500000
Iteration 177Q: 44 clusters Score -5.037889e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2738 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 10040 members 
Mstep: Class 6 contains 476389 members 
Mstep: Class 7 contains 13594 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10584 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12734 members 
Mstep: Class 13 contains 6672 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 5402 members 
Mstep: Class 19 contains 7762 members 
Mstep: Class 20 contains 2966 members 
Mstep: Class 21 contains 11404 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17324 members 
Mstep: Class 26 contains 106468 members 
Mstep: Class 27 contains 3154 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14046 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4264 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 558861 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6286 members 
Mstep: Class 38 contains 20698 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7670 members 
Mstep: Class 41 contains 1727 members 
Mstep: Class 42 contains 4077 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378924.000000 Penalty: 27671.500000
Iteration 178Q: 44 clusters Score -5.037892e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2739 members 
Mstep: Class 4 contains 2379 members 
Mstep: Class 5 contains 10040 members 
Mstep: Class 6 contains 476386 members 
Mstep: Class 7 contains 13593 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10584 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12733 members 
Mstep: Class 13 contains 6672 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12800 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 5403 members 
Mstep: Class 19 contains 7761 members 
Mstep: Class 20 contains 2977 members 
Mstep: Class 21 contains 11404 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17325 members 
Mstep: Class 26 contains 106468 members 
Mstep: Class 27 contains 3154 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14047 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4264 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7239 members 
Mstep: Class 35 contains 558861 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6284 members 
Mstep: Class 38 contains 20697 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7668 members 
Mstep: Class 41 contains 1728 members 
Mstep: Class 42 contains 4078 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378912.000000 Penalty: 27671.500000
Iteration 179Q: 44 clusters Score -5.037891e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2375 members 
Mstep: Class 5 contains 10040 members 
Mstep: Class 6 contains 476383 members 
Mstep: Class 7 contains 13592 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10583 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12730 members 
Mstep: Class 13 contains 6672 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 5405 members 
Mstep: Class 19 contains 7761 members 
Mstep: Class 20 contains 2987 members 
Mstep: Class 21 contains 11404 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17324 members 
Mstep: Class 26 contains 106471 members 
Mstep: Class 27 contains 3154 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14051 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4264 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7238 members 
Mstep: Class 35 contains 558860 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6284 members 
Mstep: Class 38 contains 20697 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7662 members 
Mstep: Class 41 contains 1728 members 
Mstep: Class 42 contains 4078 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378924.000000 Penalty: 27671.500000
Iteration 180F: 44 clusters Score -5.037892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 10037 members 
Mstep: Class 6 contains 476383 members 
Mstep: Class 7 contains 13591 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10582 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12728 members 
Mstep: Class 13 contains 6672 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 5405 members 
Mstep: Class 19 contains 7762 members 
Mstep: Class 20 contains 2993 members 
Mstep: Class 21 contains 11405 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17323 members 
Mstep: Class 26 contains 106471 members 
Mstep: Class 27 contains 3154 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14053 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7237 members 
Mstep: Class 35 contains 558861 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6284 members 
Mstep: Class 38 contains 20697 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7659 members 
Mstep: Class 41 contains 1728 members 
Mstep: Class 42 contains 4078 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378936.000000 Penalty: 27671.500000
Iteration 181Q: 44 clusters Score -5.037894e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2374 members 
Mstep: Class 5 contains 10036 members 
Mstep: Class 6 contains 476382 members 
Mstep: Class 7 contains 13590 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10581 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12728 members 
Mstep: Class 13 contains 6672 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 5405 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 3001 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17323 members 
Mstep: Class 26 contains 106470 members 
Mstep: Class 27 contains 3154 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14056 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7237 members 
Mstep: Class 35 contains 558858 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6285 members 
Mstep: Class 38 contains 20696 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7656 members 
Mstep: Class 41 contains 1728 members 
Mstep: Class 42 contains 4078 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378956.000000 Penalty: 27671.500000
Iteration 182Q: 44 clusters Score -5.037896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2374 members 
Mstep: Class 5 contains 10036 members 
Mstep: Class 6 contains 476378 members 
Mstep: Class 7 contains 13590 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12729 members 
Mstep: Class 13 contains 6673 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 5405 members 
Mstep: Class 19 contains 7764 members 
Mstep: Class 20 contains 3005 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17323 members 
Mstep: Class 26 contains 106469 members 
Mstep: Class 27 contains 3154 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14059 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7237 members 
Mstep: Class 35 contains 558858 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6285 members 
Mstep: Class 38 contains 20697 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7652 members 
Mstep: Class 41 contains 1728 members 
Mstep: Class 42 contains 4078 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378944.000000 Penalty: 27671.500000
Iteration 183Q: 44 clusters Score -5.037894e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2374 members 
Mstep: Class 5 contains 10036 members 
Mstep: Class 6 contains 476376 members 
Mstep: Class 7 contains 13590 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12729 members 
Mstep: Class 13 contains 6674 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 5405 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 3012 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17323 members 
Mstep: Class 26 contains 106466 members 
Mstep: Class 27 contains 3154 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14061 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7237 members 
Mstep: Class 35 contains 558857 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6285 members 
Mstep: Class 38 contains 20696 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7646 members 
Mstep: Class 41 contains 1728 members 
Mstep: Class 42 contains 4078 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378948.000000 Penalty: 27671.500000
Iteration 184Q: 44 clusters Score -5.037895e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2374 members 
Mstep: Class 5 contains 10035 members 
Mstep: Class 6 contains 476375 members 
Mstep: Class 7 contains 13590 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12730 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 5403 members 
Mstep: Class 19 contains 7769 members 
Mstep: Class 20 contains 3020 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17323 members 
Mstep: Class 26 contains 106464 members 
Mstep: Class 27 contains 3154 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14064 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7237 members 
Mstep: Class 35 contains 558856 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6285 members 
Mstep: Class 38 contains 20695 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7640 members 
Mstep: Class 41 contains 1728 members 
Mstep: Class 42 contains 4077 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378968.000000 Penalty: 27671.500000
Iteration 185Q: 44 clusters Score -5.037897e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2741 members 
Mstep: Class 4 contains 2374 members 
Mstep: Class 5 contains 10034 members 
Mstep: Class 6 contains 476376 members 
Mstep: Class 7 contains 13590 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12730 members 
Mstep: Class 13 contains 6676 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 5400 members 
Mstep: Class 19 contains 7769 members 
Mstep: Class 20 contains 3030 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17323 members 
Mstep: Class 26 contains 106464 members 
Mstep: Class 27 contains 3154 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14068 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7237 members 
Mstep: Class 35 contains 558853 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6285 members 
Mstep: Class 38 contains 20694 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7631 members 
Mstep: Class 41 contains 1728 members 
Mstep: Class 42 contains 4077 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378996.000000 Penalty: 27671.500000
Iteration 186Q: 44 clusters Score -5.0379e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 10034 members 
Mstep: Class 6 contains 476373 members 
Mstep: Class 7 contains 13590 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12730 members 
Mstep: Class 13 contains 6677 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 5399 members 
Mstep: Class 19 contains 7769 members 
Mstep: Class 20 contains 3039 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17323 members 
Mstep: Class 26 contains 106464 members 
Mstep: Class 27 contains 3154 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14070 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7237 members 
Mstep: Class 35 contains 558850 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6287 members 
Mstep: Class 38 contains 20694 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7627 members 
Mstep: Class 41 contains 1728 members 
Mstep: Class 42 contains 4077 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379020.000000 Penalty: 27671.500000
Iteration 187Q: 44 clusters Score -5.037902e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2371 members 
Mstep: Class 5 contains 10034 members 
Mstep: Class 6 contains 476370 members 
Mstep: Class 7 contains 13590 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12730 members 
Mstep: Class 13 contains 6677 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12800 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 5398 members 
Mstep: Class 19 contains 7769 members 
Mstep: Class 20 contains 3043 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17323 members 
Mstep: Class 26 contains 106467 members 
Mstep: Class 27 contains 3153 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14070 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7237 members 
Mstep: Class 35 contains 558849 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6288 members 
Mstep: Class 38 contains 20694 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7627 members 
Mstep: Class 41 contains 1728 members 
Mstep: Class 42 contains 4077 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379020.000000 Penalty: 27671.500000
Iteration 188Q: 44 clusters Score -5.037902e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2370 members 
Mstep: Class 5 contains 10035 members 
Mstep: Class 6 contains 476373 members 
Mstep: Class 7 contains 13590 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12730 members 
Mstep: Class 13 contains 6677 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12800 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 5397 members 
Mstep: Class 19 contains 7769 members 
Mstep: Class 20 contains 3045 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17323 members 
Mstep: Class 26 contains 106468 members 
Mstep: Class 27 contains 3153 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14070 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7237 members 
Mstep: Class 35 contains 558847 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6288 members 
Mstep: Class 38 contains 20694 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7624 members 
Mstep: Class 41 contains 1728 members 
Mstep: Class 42 contains 4077 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379040.000000 Penalty: 27671.500000
Iteration 189Q: 44 clusters Score -5.037904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 10035 members 
Mstep: Class 6 contains 476373 members 
Mstep: Class 7 contains 13590 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12730 members 
Mstep: Class 13 contains 6678 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 5397 members 
Mstep: Class 19 contains 7769 members 
Mstep: Class 20 contains 3049 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17323 members 
Mstep: Class 26 contains 106469 members 
Mstep: Class 27 contains 3153 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14071 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7237 members 
Mstep: Class 35 contains 558845 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6288 members 
Mstep: Class 38 contains 20694 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7620 members 
Mstep: Class 41 contains 1728 members 
Mstep: Class 42 contains 4077 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379008.000000 Penalty: 27671.500000
Iteration 190Q: 44 clusters Score -5.037901e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 10035 members 
Mstep: Class 6 contains 476372 members 
Mstep: Class 7 contains 13590 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12731 members 
Mstep: Class 13 contains 6680 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 5397 members 
Mstep: Class 19 contains 7769 members 
Mstep: Class 20 contains 3052 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17323 members 
Mstep: Class 26 contains 106470 members 
Mstep: Class 27 contains 3154 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14073 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7236 members 
Mstep: Class 35 contains 558844 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6288 members 
Mstep: Class 38 contains 20694 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7613 members 
Mstep: Class 41 contains 1728 members 
Mstep: Class 42 contains 4077 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379024.000000 Penalty: 27671.500000
Iteration 191Q: 44 clusters Score -5.037902e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 10036 members 
Mstep: Class 6 contains 476374 members 
Mstep: Class 7 contains 13590 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12731 members 
Mstep: Class 13 contains 6682 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 5397 members 
Mstep: Class 19 contains 7770 members 
Mstep: Class 20 contains 3058 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17323 members 
Mstep: Class 26 contains 106465 members 
Mstep: Class 27 contains 3155 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14073 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7236 members 
Mstep: Class 35 contains 558845 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6288 members 
Mstep: Class 38 contains 20694 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7607 members 
Mstep: Class 41 contains 1728 members 
Mstep: Class 42 contains 4077 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379044.000000 Penalty: 27671.500000
Iteration 192Q: 44 clusters Score -5.037904e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2362 members 
Mstep: Class 5 contains 10036 members 
Mstep: Class 6 contains 476378 members 
Mstep: Class 7 contains 13589 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12730 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 5398 members 
Mstep: Class 19 contains 7771 members 
Mstep: Class 20 contains 3064 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17322 members 
Mstep: Class 26 contains 106461 members 
Mstep: Class 27 contains 3155 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14073 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7235 members 
Mstep: Class 35 contains 558846 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6288 members 
Mstep: Class 38 contains 20694 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7604 members 
Mstep: Class 41 contains 1728 members 
Mstep: Class 42 contains 4077 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379008.000000 Penalty: 27671.500000
Iteration 193Q: 44 clusters Score -5.037901e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2358 members 
Mstep: Class 5 contains 10035 members 
Mstep: Class 6 contains 476378 members 
Mstep: Class 7 contains 13588 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12728 members 
Mstep: Class 13 contains 6682 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 5398 members 
Mstep: Class 19 contains 7773 members 
Mstep: Class 20 contains 3075 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17321 members 
Mstep: Class 26 contains 106461 members 
Mstep: Class 27 contains 3155 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14074 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7234 members 
Mstep: Class 35 contains 558846 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6287 members 
Mstep: Class 38 contains 20694 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7602 members 
Mstep: Class 41 contains 1728 members 
Mstep: Class 42 contains 4077 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379012.000000 Penalty: 27671.500000
Iteration 194Q: 44 clusters Score -5.037901e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2353 members 
Mstep: Class 5 contains 10034 members 
Mstep: Class 6 contains 476381 members 
Mstep: Class 7 contains 13588 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12727 members 
Mstep: Class 13 contains 6682 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 5398 members 
Mstep: Class 19 contains 7774 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17319 members 
Mstep: Class 26 contains 106460 members 
Mstep: Class 27 contains 3155 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14075 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7233 members 
Mstep: Class 35 contains 558845 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6286 members 
Mstep: Class 38 contains 20694 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7600 members 
Mstep: Class 41 contains 1728 members 
Mstep: Class 42 contains 4078 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379008.000000 Penalty: 27671.500000
Iteration 195Q: 44 clusters Score -5.037901e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 10034 members 
Mstep: Class 6 contains 476380 members 
Mstep: Class 7 contains 13588 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12727 members 
Mstep: Class 13 contains 6682 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 5397 members 
Mstep: Class 19 contains 7773 members 
Mstep: Class 20 contains 3101 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17319 members 
Mstep: Class 26 contains 106460 members 
Mstep: Class 27 contains 3156 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14076 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7230 members 
Mstep: Class 35 contains 558842 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6285 members 
Mstep: Class 38 contains 20694 members 
Mstep: Class 39 contains 3733 members 
Mstep: Class 40 contains 7596 members 
Mstep: Class 41 contains 1728 members 
Mstep: Class 42 contains 4078 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379012.000000 Penalty: 27671.500000
Iteration 196Q: 44 clusters Score -5.037901e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 10035 members 
Mstep: Class 6 contains 476380 members 
Mstep: Class 7 contains 13588 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12727 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 5395 members 
Mstep: Class 19 contains 7772 members 
Mstep: Class 20 contains 3109 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17319 members 
Mstep: Class 26 contains 106461 members 
Mstep: Class 27 contains 3156 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14079 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7226 members 
Mstep: Class 35 contains 558841 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6284 members 
Mstep: Class 38 contains 20694 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7591 members 
Mstep: Class 41 contains 1728 members 
Mstep: Class 42 contains 4078 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379008.000000 Penalty: 27671.500000
Iteration 197Q: 44 clusters Score -5.037901e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 10034 members 
Mstep: Class 6 contains 476379 members 
Mstep: Class 7 contains 13588 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12727 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7251 members 
Mstep: Class 18 contains 5394 members 
Mstep: Class 19 contains 7773 members 
Mstep: Class 20 contains 3115 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17319 members 
Mstep: Class 26 contains 106462 members 
Mstep: Class 27 contains 3156 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 14079 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7224 members 
Mstep: Class 35 contains 558841 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6285 members 
Mstep: Class 38 contains 20694 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7587 members 
Mstep: Class 41 contains 1729 members 
Mstep: Class 42 contains 4077 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378988.000000 Penalty: 27671.500000
Iteration 198Q: 44 clusters Score -5.037899e+07 nChanged 16
Entering ConstructFrom: 
Score: -50378988.000000 Penalty: 27671.500000
Entering ConstructFrom: 
Trying to split cluster 1 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -30108.152344 Penalty: 307.546112
	Iteration 0F: 2 clusters Score -30108.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -29425.269531 Penalty: 615.092224
	Iteration 0F: 3 clusters Score -29425.27 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -29603.126953 Penalty: 615.092224
	Iteration 1F: 3 clusters Score -29603.13 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -29642.156250 Penalty: 615.092224
	Iteration 2F: 3 clusters Score -29642.16 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -29677.242188 Penalty: 615.092224
	Iteration 3F: 3 clusters Score -29677.24 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29711.892578 Penalty: 615.092224
	Iteration 4Q: 3 clusters Score -29711.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29739.093750 Penalty: 615.092224
	Iteration 5Q: 3 clusters Score -29739.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29756.826172 Penalty: 615.092224
	Iteration 6Q: 3 clusters Score -29756.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29776.205078 Penalty: 615.092224
	Iteration 7Q: 3 clusters Score -29776.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29805.005859 Penalty: 615.092224
	Iteration 8Q: 3 clusters Score -29805.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29813.523438 Penalty: 615.092224
	Iteration 9Q: 3 clusters Score -29813.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29816.421875 Penalty: 615.092224
	Iteration 10Q: 3 clusters Score -29816.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29817.134766 Penalty: 615.092224
	Iteration 11Q: 3 clusters Score -29817.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29818.416016 Penalty: 615.092224
	Iteration 12Q: 3 clusters Score -29818.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29819.078125 Penalty: 615.092224
	Iteration 13Q: 3 clusters Score -29819.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29819.566406 Penalty: 615.092224
	Iteration 14Q: 3 clusters Score -29819.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29819.566406 Penalty: 615.092224
	Iteration 15F: 3 clusters Score -29819.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Entering Unmasked Estep 
Score: -438539.093750 Penalty: 426.747711
	Iteration 0F: 2 clusters Score -438539.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -430766.312500 Penalty: 853.495422
	Iteration 0F: 3 clusters Score -430766.3 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -434076.906250 Penalty: 853.495422
	Iteration 1F: 3 clusters Score -434076.9 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -434628.875000 Penalty: 853.495422
	Iteration 2F: 3 clusters Score -434628.9 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -435339.531250 Penalty: 853.495422
	Iteration 3F: 3 clusters Score -435339.5 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -436205.937500 Penalty: 853.495422
	Iteration 4F: 3 clusters Score -436205.9 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -437004.000000 Penalty: 853.495422
	Iteration 5F: 3 clusters Score -437004 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -437458.937500 Penalty: 853.495422
	Iteration 6Q: 3 clusters Score -437458.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -437679.781250 Penalty: 853.495422
	Iteration 7Q: 3 clusters Score -437679.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -437818.281250 Penalty: 853.495422
	Iteration 8Q: 3 clusters Score -437818.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -437922.968750 Penalty: 853.495422
	Iteration 9Q: 3 clusters Score -437923 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -438015.687500 Penalty: 853.495422
	Iteration 10Q: 3 clusters Score -438015.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -438076.781250 Penalty: 853.495422
	Iteration 11Q: 3 clusters Score -438076.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -438114.812500 Penalty: 853.495422
	Iteration 12Q: 3 clusters Score -438114.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -438131.093750 Penalty: 853.495422
	Iteration 13Q: 3 clusters Score -438131.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -438138.468750 Penalty: 853.495422
	Iteration 14Q: 3 clusters Score -438138.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -438147.906250 Penalty: 853.495422
	Iteration 15Q: 3 clusters Score -438147.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -438160.281250 Penalty: 853.495422
	Iteration 16Q: 3 clusters Score -438160.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -438171.718750 Penalty: 853.495422
	Iteration 17Q: 3 clusters Score -438171.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -438181.093750 Penalty: 853.495422
	Iteration 18Q: 3 clusters Score -438181.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -438190.812500 Penalty: 853.495422
	Iteration 19Q: 3 clusters Score -438190.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -438193.593750 Penalty: 853.495422
	Iteration 20F: 3 clusters Score -438193.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -438196.593750 Penalty: 853.495422
	Iteration 21Q: 3 clusters Score -438196.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -438197.375000 Penalty: 853.495422
	Iteration 22Q: 3 clusters Score -438197.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -438198.937500 Penalty: 853.495422
	Iteration 23Q: 3 clusters Score -438198.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -438200.781250 Penalty: 853.495422
	Iteration 24Q: 3 clusters Score -438200.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -438202.281250 Penalty: 853.495422
	Iteration 25Q: 3 clusters Score -438202.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -438203.812500 Penalty: 853.495422
	Iteration 26Q: 3 clusters Score -438203.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -438205.250000 Penalty: 853.495422
	Iteration 27Q: 3 clusters Score -438205.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -438204.593750 Penalty: 853.495422
	Iteration 28Q: 3 clusters Score -438204.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -438204.625000 Penalty: 853.495422
	Iteration 29Q: 3 clusters Score -438204.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -438206.468750 Penalty: 853.495422
	Iteration 30Q: 3 clusters Score -438206.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -438206.125000 Penalty: 853.495422
	Iteration 31Q: 3 clusters Score -438206.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -438206.406250 Penalty: 853.495422
	Iteration 32Q: 3 clusters Score -438206.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -438206.406250 Penalty: 853.495422
	Iteration 33F: 3 clusters Score -438206.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Entering Unmasked Estep 
Score: -76289.234375 Penalty: 360.164948
	Iteration 0F: 2 clusters Score -76289.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -74322.375000 Penalty: 720.329895
	Iteration 0F: 3 clusters Score -74322.38 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -75026.398438 Penalty: 720.329895
	Iteration 1F: 3 clusters Score -75026.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -75224.101562 Penalty: 720.329895
	Iteration 2F: 3 clusters Score -75224.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -75434.687500 Penalty: 720.329895
	Iteration 3F: 3 clusters Score -75434.69 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -75617.476562 Penalty: 720.329895
	Iteration 4F: 3 clusters Score -75617.48 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -75737.687500 Penalty: 720.329895
	Iteration 5F: 3 clusters Score -75737.69 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -75811.484375 Penalty: 720.329895
	Iteration 6Q: 3 clusters Score -75811.48 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -75866.218750 Penalty: 720.329895
	Iteration 7Q: 3 clusters Score -75866.22 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -75892.789062 Penalty: 720.329895
	Iteration 8Q: 3 clusters Score -75892.79 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -75909.992188 Penalty: 720.329895
	Iteration 9Q: 3 clusters Score -75909.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -75922.015625 Penalty: 720.329895
	Iteration 10Q: 3 clusters Score -75922.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -75931.531250 Penalty: 720.329895
	Iteration 11Q: 3 clusters Score -75931.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -75940.351562 Penalty: 720.329895
	Iteration 12Q: 3 clusters Score -75940.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -75944.695312 Penalty: 720.329895
	Iteration 13Q: 3 clusters Score -75944.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -75946.593750 Penalty: 720.329895
	Iteration 14Q: 3 clusters Score -75946.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -75948.234375 Penalty: 720.329895
	Iteration 15Q: 3 clusters Score -75948.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -75949.320312 Penalty: 720.329895
	Iteration 16Q: 3 clusters Score -75949.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -75950.515625 Penalty: 720.329895
	Iteration 17Q: 3 clusters Score -75950.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -75954.054688 Penalty: 720.329895
	Iteration 18Q: 3 clusters Score -75954.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -75954.562500 Penalty: 720.329895
	Iteration 19Q: 3 clusters Score -75954.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -75955.289062 Penalty: 720.329895
	Iteration 20F: 3 clusters Score -75955.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -75957.351562 Penalty: 720.329895
	Iteration 21Q: 3 clusters Score -75957.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -75958.070312 Penalty: 720.329895
	Iteration 22Q: 3 clusters Score -75958.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -75959.625000 Penalty: 720.329895
	Iteration 23Q: 3 clusters Score -75959.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -75964.062500 Penalty: 720.329895
	Iteration 24Q: 3 clusters Score -75964.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -75967.062500 Penalty: 720.329895
	Iteration 25Q: 3 clusters Score -75967.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -75971.703125 Penalty: 720.329895
	Iteration 26Q: 3 clusters Score -75971.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -75974.226562 Penalty: 720.329895
	Iteration 27Q: 3 clusters Score -75974.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -75977.015625 Penalty: 720.329895
	Iteration 28Q: 3 clusters Score -75977.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -75981.375000 Penalty: 720.329895
	Iteration 29Q: 3 clusters Score -75981.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -75991.289062 Penalty: 720.329895
	Iteration 30Q: 3 clusters Score -75991.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -76003.203125 Penalty: 720.329895
	Iteration 31Q: 3 clusters Score -76003.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -76015.531250 Penalty: 720.329895
	Iteration 32Q: 3 clusters Score -76015.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -76026.523438 Penalty: 720.329895
	Iteration 33Q: 3 clusters Score -76026.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -76035.570312 Penalty: 720.329895
	Iteration 34Q: 3 clusters Score -76035.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -76041.226562 Penalty: 720.329895
	Iteration 35Q: 3 clusters Score -76041.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -76050.976562 Penalty: 720.329895
	Iteration 36Q: 3 clusters Score -76050.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -76058.078125 Penalty: 720.329895
	Iteration 37Q: 3 clusters Score -76058.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -76064.875000 Penalty: 720.329895
	Iteration 38Q: 3 clusters Score -76064.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -76070.468750 Penalty: 720.329895
	Iteration 39Q: 3 clusters Score -76070.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -76075.367188 Penalty: 720.329895
	Iteration 40F: 3 clusters Score -76075.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -76079.726562 Penalty: 720.329895
	Iteration 41Q: 3 clusters Score -76079.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -76086.328125 Penalty: 720.329895
	Iteration 42Q: 3 clusters Score -76086.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -76090.484375 Penalty: 720.329895
	Iteration 43Q: 3 clusters Score -76090.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -76091.968750 Penalty: 720.329895
	Iteration 44Q: 3 clusters Score -76091.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -76093.132812 Penalty: 720.329895
	Iteration 45Q: 3 clusters Score -76093.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -76093.882812 Penalty: 720.329895
	Iteration 46Q: 3 clusters Score -76093.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -76094.421875 Penalty: 720.329895
	Iteration 47Q: 3 clusters Score -76094.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -76096.210938 Penalty: 720.329895
	Iteration 48Q: 3 clusters Score -76096.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -76097.757812 Penalty: 720.329895
	Iteration 49Q: 3 clusters Score -76097.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -76098.992188 Penalty: 720.329895
	Iteration 50Q: 3 clusters Score -76098.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -76101.843750 Penalty: 720.329895
	Iteration 51Q: 3 clusters Score -76101.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -76104.937500 Penalty: 720.329895
	Iteration 52Q: 3 clusters Score -76104.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -76106.882812 Penalty: 720.329895
	Iteration 53Q: 3 clusters Score -76106.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -76108.437500 Penalty: 720.329895
	Iteration 54Q: 3 clusters Score -76108.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -76109.257812 Penalty: 720.329895
	Iteration 55Q: 3 clusters Score -76109.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -76109.257812 Penalty: 720.329895
	Iteration 56F: 3 clusters Score -76109.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Entering Unmasked Estep 
Score: -83010.070312 Penalty: 353.101257
	Iteration 0F: 2 clusters Score -83010.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -81343.726562 Penalty: 706.202515
	Iteration 0F: 3 clusters Score -81343.73 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -81927.523438 Penalty: 706.202515
	Iteration 1F: 3 clusters Score -81927.52 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -81986.429688 Penalty: 706.202515
	Iteration 2F: 3 clusters Score -81986.43 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -82044.117188 Penalty: 706.202515
	Iteration 3Q: 3 clusters Score -82044.12 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -82107.109375 Penalty: 706.202515
	Iteration 4Q: 3 clusters Score -82107.11 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -82172.007812 Penalty: 706.202515
	Iteration 5Q: 3 clusters Score -82172.01 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -82228.007812 Penalty: 706.202515
	Iteration 6Q: 3 clusters Score -82228.01 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -82263.648438 Penalty: 706.202515
	Iteration 7Q: 3 clusters Score -82263.65 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -82297.695312 Penalty: 706.202515
	Iteration 8Q: 3 clusters Score -82297.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -82325.390625 Penalty: 706.202515
	Iteration 9Q: 3 clusters Score -82325.39 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -82343.015625 Penalty: 706.202515
	Iteration 10Q: 3 clusters Score -82343.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -82350.359375 Penalty: 706.202515
	Iteration 11Q: 3 clusters Score -82350.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -82355.515625 Penalty: 706.202515
	Iteration 12Q: 3 clusters Score -82355.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -82358.640625 Penalty: 706.202515
	Iteration 13Q: 3 clusters Score -82358.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -82361.062500 Penalty: 706.202515
	Iteration 14Q: 3 clusters Score -82361.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -82362.742188 Penalty: 706.202515
	Iteration 15Q: 3 clusters Score -82362.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -82363.601562 Penalty: 706.202515
	Iteration 16Q: 3 clusters Score -82363.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -82364.070312 Penalty: 706.202515
	Iteration 17Q: 3 clusters Score -82364.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -82364.273438 Penalty: 706.202515
	Iteration 18Q: 3 clusters Score -82364.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -82364.390625 Penalty: 706.202515
	Iteration 19Q: 3 clusters Score -82364.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -82364.617188 Penalty: 706.202515
	Iteration 20F: 3 clusters Score -82364.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Entering Unmasked Estep 
Score: -371831.187500 Penalty: 419.224915
	Iteration 0F: 2 clusters Score -371831.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -365131.656250 Penalty: 838.449829
	Iteration 0F: 3 clusters Score -365131.7 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -367874.812500 Penalty: 838.449829
	Iteration 1F: 3 clusters Score -367874.8 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -368247.968750 Penalty: 838.449829
	Iteration 2F: 3 clusters Score -368248 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -368678.062500 Penalty: 838.449829
	Iteration 3F: 3 clusters Score -368678.1 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -369097.593750 Penalty: 838.449829
	Iteration 4F: 3 clusters Score -369097.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -369546.968750 Penalty: 838.449829
	Iteration 5F: 3 clusters Score -369547 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -369959.531250 Penalty: 838.449829
	Iteration 6F: 3 clusters Score -369959.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -370284.343750 Penalty: 838.449829
	Iteration 7Q: 3 clusters Score -370284.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -370511.718750 Penalty: 838.449829
	Iteration 8Q: 3 clusters Score -370511.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -370653.375000 Penalty: 838.449829
	Iteration 9Q: 3 clusters Score -370653.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -370759.156250 Penalty: 838.449829
	Iteration 10Q: 3 clusters Score -370759.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -370868.687500 Penalty: 838.449829
	Iteration 11Q: 3 clusters Score -370868.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -370958.437500 Penalty: 838.449829
	Iteration 12Q: 3 clusters Score -370958.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -371034.375000 Penalty: 838.449829
	Iteration 13Q: 3 clusters Score -371034.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -371120.843750 Penalty: 838.449829
	Iteration 14Q: 3 clusters Score -371120.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -371228.000000 Penalty: 838.449829
	Iteration 15Q: 3 clusters Score -371228 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -371322.531250 Penalty: 838.449829
	Iteration 16Q: 3 clusters Score -371322.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -371407.281250 Penalty: 838.449829
	Iteration 17Q: 3 clusters Score -371407.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -371483.375000 Penalty: 838.449829
	Iteration 18Q: 3 clusters Score -371483.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -371539.187500 Penalty: 838.449829
	Iteration 19Q: 3 clusters Score -371539.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -371580.500000 Penalty: 838.449829
	Iteration 20F: 3 clusters Score -371580.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -371612.937500 Penalty: 838.449829
	Iteration 21Q: 3 clusters Score -371612.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -371631.437500 Penalty: 838.449829
	Iteration 22Q: 3 clusters Score -371631.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -371649.031250 Penalty: 838.449829
	Iteration 23Q: 3 clusters Score -371649 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -371666.125000 Penalty: 838.449829
	Iteration 24Q: 3 clusters Score -371666.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -371677.281250 Penalty: 838.449829
	Iteration 25Q: 3 clusters Score -371677.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -371683.906250 Penalty: 838.449829
	Iteration 26Q: 3 clusters Score -371683.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -371685.968750 Penalty: 838.449829
	Iteration 27Q: 3 clusters Score -371686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -371687.500000 Penalty: 838.449829
	Iteration 28Q: 3 clusters Score -371687.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -371688.093750 Penalty: 838.449829
	Iteration 29Q: 3 clusters Score -371688.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -371687.875000 Penalty: 838.449829
	Iteration 30Q: 3 clusters Score -371687.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -371689.437500 Penalty: 838.449829
	Iteration 31Q: 3 clusters Score -371689.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -371690.781250 Penalty: 838.449829
	Iteration 32Q: 3 clusters Score -371690.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -371691.750000 Penalty: 838.449829
	Iteration 33Q: 3 clusters Score -371691.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -371692.531250 Penalty: 838.449829
	Iteration 34Q: 3 clusters Score -371692.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -371693.437500 Penalty: 838.449829
	Iteration 35Q: 3 clusters Score -371693.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -371693.718750 Penalty: 838.449829
	Iteration 36Q: 3 clusters Score -371693.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -371693.781250 Penalty: 838.449829
	Iteration 37Q: 3 clusters Score -371693.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -371694.187500 Penalty: 838.449829
	Iteration 38Q: 3 clusters Score -371694.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -371695.062500 Penalty: 838.449829
	Iteration 39Q: 3 clusters Score -371695.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -371695.281250 Penalty: 838.449829
	Iteration 40F: 3 clusters Score -371695.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -371695.812500 Penalty: 838.449829
	Iteration 41Q: 3 clusters Score -371695.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -371695.968750 Penalty: 838.449829
	Iteration 42Q: 3 clusters Score -371696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -371696.156250 Penalty: 838.449829
	Iteration 43Q: 3 clusters Score -371696.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -371696.218750 Penalty: 838.449829
	Iteration 44Q: 3 clusters Score -371696.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -371696.218750 Penalty: 838.449829
	Iteration 45F: 3 clusters Score -371696.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (476378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476378 members 
Entering Unmasked Estep 
Score: -18288834.000000 Penalty: 594.865479
	Iteration 0F: 2 clusters Score -1.828883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238064 members 
Mstep: Class 2 contains 238314 members 
Entering Unmasked Estep 
Score: -17969564.000000 Penalty: 1189.730957
	Iteration 0F: 3 clusters Score -1.796956e+07 nChanged 235600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215602 members 
Mstep: Class 2 contains 260776 members 
Entering Unmasked Estep 
Score: -18113678.000000 Penalty: 1189.730957
	Iteration 1F: 3 clusters Score -1.811368e+07 nChanged 20198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200118 members 
Mstep: Class 2 contains 276260 members 
Entering Unmasked Estep 
Score: -18120664.000000 Penalty: 1189.730957
	Iteration 2Q: 3 clusters Score -1.812066e+07 nChanged 26820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177390 members 
Mstep: Class 2 contains 298988 members 
Entering Unmasked Estep 
Score: -18133436.000000 Penalty: 1189.730957
	Iteration 3F: 3 clusters Score -1.813344e+07 nChanged 33792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146692 members 
Mstep: Class 2 contains 329686 members 
Entering Unmasked Estep 
Score: -18154850.000000 Penalty: 1189.730957
	Iteration 4F: 3 clusters Score -1.815485e+07 nChanged 39384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109046 members 
Mstep: Class 2 contains 367332 members 
Entering Unmasked Estep 
Score: -18185964.000000 Penalty: 1189.730957
	Iteration 5F: 3 clusters Score -1.818596e+07 nChanged 41011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68655 members 
Mstep: Class 2 contains 407723 members 
Entering Unmasked Estep 
Score: -18223058.000000 Penalty: 1189.730957
	Iteration 6F: 3 clusters Score -1.822306e+07 nChanged 34374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 441973 members 
Entering Unmasked Estep 
Score: -18256906.000000 Penalty: 1189.730957
	Iteration 7F: 3 clusters Score -1.825691e+07 nChanged 21463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 463426 members 
Entering Unmasked Estep 
Score: -18277068.000000 Penalty: 1189.730957
	Iteration 8Q: 3 clusters Score -1.827707e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 472774 members 
Entering Unmasked Estep 
Score: -18285560.000000 Penalty: 1189.730957
	Iteration 9Q: 3 clusters Score -1.828556e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 475426 members 
Entering Unmasked Estep 
Score: -18287586.000000 Penalty: 1189.730957
	Iteration 10Q: 3 clusters Score -1.828759e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 476056 members 
Entering Unmasked Estep 
Score: -18288154.000000 Penalty: 1189.730957
	Iteration 11Q: 3 clusters Score -1.828815e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 476217 members 
Entering Unmasked Estep 
Score: -18288262.000000 Penalty: 1189.730957
	Iteration 12Q: 3 clusters Score -1.828826e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 476264 members 
Entering Unmasked Estep 
Score: -18288296.000000 Penalty: 1189.730957
	Iteration 13Q: 3 clusters Score -1.82883e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 476284 members 
Entering Unmasked Estep 
Score: -18288316.000000 Penalty: 1189.730957
	Iteration 14Q: 3 clusters Score -1.828832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 476286 members 
Entering Unmasked Estep 
Score: -18288336.000000 Penalty: 1189.730957
	Iteration 15Q: 3 clusters Score -1.828834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 476290 members 
Entering Unmasked Estep 
Score: -18288340.000000 Penalty: 1189.730957
	Iteration 16Q: 3 clusters Score -1.828834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 476289 members 
Entering Unmasked Estep 
Score: -18288346.000000 Penalty: 1189.730957
	Iteration 17Q: 3 clusters Score -1.828835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 476287 members 
Entering Unmasked Estep 
Score: -18288346.000000 Penalty: 1189.730957
	Iteration 18Q: 3 clusters Score -1.828835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 476288 members 
Entering Unmasked Estep 
Score: -18288346.000000 Penalty: 1189.730957
	Iteration 19Q: 3 clusters Score -1.828835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 476289 members 
Entering Unmasked Estep 
Score: -18288350.000000 Penalty: 1189.730957
	Iteration 20F: 3 clusters Score -1.828835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 476290 members 
Entering Unmasked Estep 
Score: -18288352.000000 Penalty: 1189.730957
	Iteration 21Q: 3 clusters Score -1.828835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 476291 members 
Entering Unmasked Estep 
Score: -18288360.000000 Penalty: 1189.730957
	Iteration 22Q: 3 clusters Score -1.828836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 476291 members 
Entering Unmasked Estep 
Score: -18288356.000000 Penalty: 1189.730957
	Iteration 23Q: 3 clusters Score -1.828836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 476288 members 
Entering Unmasked Estep 
Score: -18288360.000000 Penalty: 1189.730957
	Iteration 24Q: 3 clusters Score -1.828836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 476288 members 
Entering Unmasked Estep 
Score: -18288366.000000 Penalty: 1189.730957
	Iteration 25Q: 3 clusters Score -1.828837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 476287 members 
Entering Unmasked Estep 
Score: -18288364.000000 Penalty: 1189.730957
	Iteration 26Q: 3 clusters Score -1.828836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 476288 members 
Entering Unmasked Estep 
Score: -18288360.000000 Penalty: 1189.730957
	Iteration 27Q: 3 clusters Score -1.828836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 476288 members 
Entering Unmasked Estep 
Score: -18288360.000000 Penalty: 1189.730957
	Iteration 28F: 3 clusters Score -1.828836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Entering Unmasked Estep 
Score: -491702.593750 Penalty: 433.020874
	Iteration 0F: 2 clusters Score -491702.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -482621.062500 Penalty: 866.041748
	Iteration 0F: 3 clusters Score -482621.1 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -486320.750000 Penalty: 866.041748
	Iteration 1F: 3 clusters Score -486320.8 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -486616.750000 Penalty: 866.041748
	Iteration 2F: 3 clusters Score -486616.8 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -487013.812500 Penalty: 866.041748
	Iteration 3F: 3 clusters Score -487013.8 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -487612.906250 Penalty: 866.041748
	Iteration 4F: 3 clusters Score -487612.9 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -488303.625000 Penalty: 866.041748
	Iteration 5F: 3 clusters Score -488303.6 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -488839.312500 Penalty: 866.041748
	Iteration 6F: 3 clusters Score -488839.3 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -489155.218750 Penalty: 866.041748
	Iteration 7Q: 3 clusters Score -489155.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -489294.156250 Penalty: 866.041748
	Iteration 8Q: 3 clusters Score -489294.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -489374.093750 Penalty: 866.041748
	Iteration 9Q: 3 clusters Score -489374.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -489428.593750 Penalty: 866.041748
	Iteration 10Q: 3 clusters Score -489428.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -489484.531250 Penalty: 866.041748
	Iteration 11Q: 3 clusters Score -489484.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -489541.843750 Penalty: 866.041748
	Iteration 12Q: 3 clusters Score -489541.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -489606.031250 Penalty: 866.041748
	Iteration 13Q: 3 clusters Score -489606 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -489671.718750 Penalty: 866.041748
	Iteration 14Q: 3 clusters Score -489671.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -489736.875000 Penalty: 866.041748
	Iteration 15Q: 3 clusters Score -489736.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -489811.875000 Penalty: 866.041748
	Iteration 16Q: 3 clusters Score -489811.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -489895.437500 Penalty: 866.041748
	Iteration 17Q: 3 clusters Score -489895.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -489970.343750 Penalty: 866.041748
	Iteration 18Q: 3 clusters Score -489970.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -490042.718750 Penalty: 866.041748
	Iteration 19Q: 3 clusters Score -490042.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -490126.656250 Penalty: 866.041748
	Iteration 20F: 3 clusters Score -490126.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -490198.656250 Penalty: 866.041748
	Iteration 21Q: 3 clusters Score -490198.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -490269.625000 Penalty: 866.041748
	Iteration 22Q: 3 clusters Score -490269.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -490340.406250 Penalty: 866.041748
	Iteration 23Q: 3 clusters Score -490340.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -490396.375000 Penalty: 866.041748
	Iteration 24Q: 3 clusters Score -490396.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -490459.625000 Penalty: 866.041748
	Iteration 25Q: 3 clusters Score -490459.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -490527.812500 Penalty: 866.041748
	Iteration 26Q: 3 clusters Score -490527.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -490598.437500 Penalty: 866.041748
	Iteration 27Q: 3 clusters Score -490598.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -490669.375000 Penalty: 866.041748
	Iteration 28Q: 3 clusters Score -490669.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -490748.937500 Penalty: 866.041748
	Iteration 29Q: 3 clusters Score -490748.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -490830.968750 Penalty: 866.041748
	Iteration 30Q: 3 clusters Score -490831 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -490905.656250 Penalty: 866.041748
	Iteration 31Q: 3 clusters Score -490905.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -490984.125000 Penalty: 866.041748
	Iteration 32Q: 3 clusters Score -490984.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -491050.625000 Penalty: 866.041748
	Iteration 33Q: 3 clusters Score -491050.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -491101.687500 Penalty: 866.041748
	Iteration 34Q: 3 clusters Score -491101.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -491160.812500 Penalty: 866.041748
	Iteration 35Q: 3 clusters Score -491160.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -491200.750000 Penalty: 866.041748
	Iteration 36Q: 3 clusters Score -491200.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -491235.718750 Penalty: 866.041748
	Iteration 37Q: 3 clusters Score -491235.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -491270.468750 Penalty: 866.041748
	Iteration 38Q: 3 clusters Score -491270.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -491284.968750 Penalty: 866.041748
	Iteration 39Q: 3 clusters Score -491285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -491294.531250 Penalty: 866.041748
	Iteration 40F: 3 clusters Score -491294.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -491308.093750 Penalty: 866.041748
	Iteration 41Q: 3 clusters Score -491308.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -491317.718750 Penalty: 866.041748
	Iteration 42Q: 3 clusters Score -491317.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -491324.437500 Penalty: 866.041748
	Iteration 43Q: 3 clusters Score -491324.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -491328.625000 Penalty: 866.041748
	Iteration 44Q: 3 clusters Score -491328.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -491335.000000 Penalty: 866.041748
	Iteration 45Q: 3 clusters Score -491335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -491341.375000 Penalty: 866.041748
	Iteration 46Q: 3 clusters Score -491341.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -491348.156250 Penalty: 866.041748
	Iteration 47Q: 3 clusters Score -491348.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -491357.562500 Penalty: 866.041748
	Iteration 48Q: 3 clusters Score -491357.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -491361.343750 Penalty: 866.041748
	Iteration 49Q: 3 clusters Score -491361.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -491362.468750 Penalty: 866.041748
	Iteration 50Q: 3 clusters Score -491362.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -491363.437500 Penalty: 866.041748
	Iteration 51Q: 3 clusters Score -491363.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -491366.093750 Penalty: 866.041748
	Iteration 52Q: 3 clusters Score -491366.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -491369.718750 Penalty: 866.041748
	Iteration 53Q: 3 clusters Score -491369.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -491370.125000 Penalty: 866.041748
	Iteration 54Q: 3 clusters Score -491370.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -491372.125000 Penalty: 866.041748
	Iteration 55Q: 3 clusters Score -491372.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -491375.718750 Penalty: 866.041748
	Iteration 56Q: 3 clusters Score -491375.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -491379.593750 Penalty: 866.041748
	Iteration 57Q: 3 clusters Score -491379.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -491384.593750 Penalty: 866.041748
	Iteration 58Q: 3 clusters Score -491384.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -491388.000000 Penalty: 866.041748
	Iteration 59Q: 3 clusters Score -491388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -491387.656250 Penalty: 866.041748
	Iteration 60F: 3 clusters Score -491387.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -491389.125000 Penalty: 866.041748
	Iteration 61Q: 3 clusters Score -491389.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -491389.125000 Penalty: 866.041748
	Iteration 62Q: 3 clusters Score -491389.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -491389.125000 Penalty: 866.041748
	Iteration 63F: 3 clusters Score -491389.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Entering Unmasked Estep 
Score: -97098.109375 Penalty: 357.197418
	Iteration 0F: 2 clusters Score -97098.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -95301.546875 Penalty: 714.394836
	Iteration 0F: 3 clusters Score -95301.55 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -95846.742188 Penalty: 714.394836
	Iteration 1F: 3 clusters Score -95846.74 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -95928.257812 Penalty: 714.394836
	Iteration 2F: 3 clusters Score -95928.26 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -96002.312500 Penalty: 714.394836
	Iteration 3F: 3 clusters Score -96002.31 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -96074.875000 Penalty: 714.394836
	Iteration 4F: 3 clusters Score -96074.88 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -96146.726562 Penalty: 714.394836
	Iteration 5Q: 3 clusters Score -96146.73 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -96211.093750 Penalty: 714.394836
	Iteration 6Q: 3 clusters Score -96211.09 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -96293.765625 Penalty: 714.394836
	Iteration 7Q: 3 clusters Score -96293.77 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -96365.812500 Penalty: 714.394836
	Iteration 8Q: 3 clusters Score -96365.81 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -96419.742188 Penalty: 714.394836
	Iteration 9Q: 3 clusters Score -96419.74 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -96458.531250 Penalty: 714.394836
	Iteration 10Q: 3 clusters Score -96458.53 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -96503.437500 Penalty: 714.394836
	Iteration 11Q: 3 clusters Score -96503.44 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -96541.609375 Penalty: 714.394836
	Iteration 12Q: 3 clusters Score -96541.61 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -96559.664062 Penalty: 714.394836
	Iteration 13Q: 3 clusters Score -96559.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -96566.382812 Penalty: 714.394836
	Iteration 14Q: 3 clusters Score -96566.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -96574.960938 Penalty: 714.394836
	Iteration 15Q: 3 clusters Score -96574.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -96585.570312 Penalty: 714.394836
	Iteration 16Q: 3 clusters Score -96585.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -96595.273438 Penalty: 714.394836
	Iteration 17Q: 3 clusters Score -96595.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -96602.156250 Penalty: 714.394836
	Iteration 18Q: 3 clusters Score -96602.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -96609.921875 Penalty: 714.394836
	Iteration 19Q: 3 clusters Score -96609.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -96616.695312 Penalty: 714.394836
	Iteration 20F: 3 clusters Score -96616.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -96623.984375 Penalty: 714.394836
	Iteration 21Q: 3 clusters Score -96623.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -96631.179688 Penalty: 714.394836
	Iteration 22Q: 3 clusters Score -96631.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -96634.679688 Penalty: 714.394836
	Iteration 23Q: 3 clusters Score -96634.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -96635.468750 Penalty: 714.394836
	Iteration 24Q: 3 clusters Score -96635.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -96635.765625 Penalty: 714.394836
	Iteration 25Q: 3 clusters Score -96635.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -96636.054688 Penalty: 714.394836
	Iteration 26Q: 3 clusters Score -96636.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -96636.031250 Penalty: 714.394836
	Iteration 27Q: 3 clusters Score -96636.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -96636.585938 Penalty: 714.394836
	Iteration 28Q: 3 clusters Score -96636.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -96636.718750 Penalty: 714.394836
	Iteration 29Q: 3 clusters Score -96636.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -96636.976562 Penalty: 714.394836
	Iteration 30Q: 3 clusters Score -96636.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -96637.125000 Penalty: 714.394836
	Iteration 31Q: 3 clusters Score -96637.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -96637.125000 Penalty: 714.394836
	Iteration 32F: 3 clusters Score -96637.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -38273.917969 Penalty: 318.928101
	Iteration 0F: 2 clusters Score -38273.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -37404.980469 Penalty: 637.856201
	Iteration 0F: 3 clusters Score -37404.98 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -37758.281250 Penalty: 637.856201
	Iteration 1F: 3 clusters Score -37758.28 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -37856.968750 Penalty: 637.856201
	Iteration 2F: 3 clusters Score -37856.97 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -37929.839844 Penalty: 637.856201
	Iteration 3F: 3 clusters Score -37929.84 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -37993.589844 Penalty: 637.856201
	Iteration 4F: 3 clusters Score -37993.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -38068.328125 Penalty: 637.856201
	Iteration 5Q: 3 clusters Score -38068.33 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -38155.105469 Penalty: 637.856201
	Iteration 6Q: 3 clusters Score -38155.11 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -38196.734375 Penalty: 637.856201
	Iteration 7Q: 3 clusters Score -38196.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -38217.777344 Penalty: 637.856201
	Iteration 8Q: 3 clusters Score -38217.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -38225.613281 Penalty: 637.856201
	Iteration 9Q: 3 clusters Score -38225.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -38231.914062 Penalty: 637.856201
	Iteration 10Q: 3 clusters Score -38231.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -38240.390625 Penalty: 637.856201
	Iteration 11Q: 3 clusters Score -38240.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -38245.757812 Penalty: 637.856201
	Iteration 12Q: 3 clusters Score -38245.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -38250.156250 Penalty: 637.856201
	Iteration 13Q: 3 clusters Score -38250.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -38254.531250 Penalty: 637.856201
	Iteration 14Q: 3 clusters Score -38254.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -38255.914062 Penalty: 637.856201
	Iteration 15Q: 3 clusters Score -38255.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -38255.914062 Penalty: 637.856201
	Iteration 16F: 3 clusters Score -38255.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Entering Unmasked Estep 
Score: -387878.031250 Penalty: 421.631500
	Iteration 0F: 2 clusters Score -387878 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 5317 members 
Entering Unmasked Estep 
Score: -380745.437500 Penalty: 843.263000
	Iteration 0F: 3 clusters Score -380745.4 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -383730.125000 Penalty: 843.263000
	Iteration 1F: 3 clusters Score -383730.1 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -384217.531250 Penalty: 843.263000
	Iteration 2F: 3 clusters Score -384217.5 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -384854.000000 Penalty: 843.263000
	Iteration 3F: 3 clusters Score -384854 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -385527.187500 Penalty: 843.263000
	Iteration 4F: 3 clusters Score -385527.2 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -386093.093750 Penalty: 843.263000
	Iteration 5F: 3 clusters Score -386093.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -386436.468750 Penalty: 843.263000
	Iteration 6F: 3 clusters Score -386436.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -386639.875000 Penalty: 843.263000
	Iteration 7Q: 3 clusters Score -386639.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -386801.718750 Penalty: 843.263000
	Iteration 8Q: 3 clusters Score -386801.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -386964.187500 Penalty: 843.263000
	Iteration 9Q: 3 clusters Score -386964.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -387108.750000 Penalty: 843.263000
	Iteration 10Q: 3 clusters Score -387108.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -387236.281250 Penalty: 843.263000
	Iteration 11Q: 3 clusters Score -387236.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -387339.625000 Penalty: 843.263000
	Iteration 12Q: 3 clusters Score -387339.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -387414.625000 Penalty: 843.263000
	Iteration 13Q: 3 clusters Score -387414.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -387480.750000 Penalty: 843.263000
	Iteration 14Q: 3 clusters Score -387480.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -387548.156250 Penalty: 843.263000
	Iteration 15Q: 3 clusters Score -387548.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -387606.281250 Penalty: 843.263000
	Iteration 16Q: 3 clusters Score -387606.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -387646.781250 Penalty: 843.263000
	Iteration 17Q: 3 clusters Score -387646.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -387675.906250 Penalty: 843.263000
	Iteration 18Q: 3 clusters Score -387675.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -387699.718750 Penalty: 843.263000
	Iteration 19Q: 3 clusters Score -387699.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -387718.093750 Penalty: 843.263000
	Iteration 20F: 3 clusters Score -387718.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -387730.187500 Penalty: 843.263000
	Iteration 21Q: 3 clusters Score -387730.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -387738.750000 Penalty: 843.263000
	Iteration 22Q: 3 clusters Score -387738.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -387746.687500 Penalty: 843.263000
	Iteration 23Q: 3 clusters Score -387746.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -387754.125000 Penalty: 843.263000
	Iteration 24Q: 3 clusters Score -387754.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -387760.437500 Penalty: 843.263000
	Iteration 25Q: 3 clusters Score -387760.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -387766.281250 Penalty: 843.263000
	Iteration 26Q: 3 clusters Score -387766.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -387770.687500 Penalty: 843.263000
	Iteration 27Q: 3 clusters Score -387770.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -387775.656250 Penalty: 843.263000
	Iteration 28Q: 3 clusters Score -387775.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -387781.406250 Penalty: 843.263000
	Iteration 29Q: 3 clusters Score -387781.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -387781.781250 Penalty: 843.263000
	Iteration 30Q: 3 clusters Score -387781.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -387784.343750 Penalty: 843.263000
	Iteration 31Q: 3 clusters Score -387784.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -387784.968750 Penalty: 843.263000
	Iteration 32Q: 3 clusters Score -387785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -387786.656250 Penalty: 843.263000
	Iteration 33Q: 3 clusters Score -387786.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -387786.968750 Penalty: 843.263000
	Iteration 34Q: 3 clusters Score -387787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -387787.687500 Penalty: 843.263000
	Iteration 35Q: 3 clusters Score -387787.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -387788.187500 Penalty: 843.263000
	Iteration 36Q: 3 clusters Score -387788.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -387787.718750 Penalty: 843.263000
	Iteration 37Q: 3 clusters Score -387787.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -387788.312500 Penalty: 843.263000
	Iteration 38Q: 3 clusters Score -387788.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -387788.281250 Penalty: 843.263000
	Iteration 39Q: 3 clusters Score -387788.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -387788.250000 Penalty: 843.263000
	Iteration 40F: 3 clusters Score -387788.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -387788.031250 Penalty: 843.263000
	Iteration 41Q: 3 clusters Score -387788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -387788.031250 Penalty: 843.263000
	Iteration 42F: 3 clusters Score -387788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Entering Unmasked Estep 
Score: -227526.250000 Penalty: 397.253784
	Iteration 0F: 2 clusters Score -227526.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -223425.765625 Penalty: 794.507568
	Iteration 0F: 3 clusters Score -223425.8 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -224987.359375 Penalty: 794.507568
	Iteration 1F: 3 clusters Score -224987.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -225236.156250 Penalty: 794.507568
	Iteration 2F: 3 clusters Score -225236.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -225457.234375 Penalty: 794.507568
	Iteration 3F: 3 clusters Score -225457.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -225680.937500 Penalty: 794.507568
	Iteration 4F: 3 clusters Score -225680.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -225855.281250 Penalty: 794.507568
	Iteration 5F: 3 clusters Score -225855.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -226052.343750 Penalty: 794.507568
	Iteration 6F: 3 clusters Score -226052.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -226223.203125 Penalty: 794.507568
	Iteration 7Q: 3 clusters Score -226223.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -226357.281250 Penalty: 794.507568
	Iteration 8Q: 3 clusters Score -226357.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -226483.015625 Penalty: 794.507568
	Iteration 9Q: 3 clusters Score -226483 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -226561.375000 Penalty: 794.507568
	Iteration 10Q: 3 clusters Score -226561.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -226616.109375 Penalty: 794.507568
	Iteration 11Q: 3 clusters Score -226616.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -226673.765625 Penalty: 794.507568
	Iteration 12Q: 3 clusters Score -226673.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -226738.968750 Penalty: 794.507568
	Iteration 13Q: 3 clusters Score -226739 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -226815.671875 Penalty: 794.507568
	Iteration 14Q: 3 clusters Score -226815.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -226907.609375 Penalty: 794.507568
	Iteration 15Q: 3 clusters Score -226907.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -226996.640625 Penalty: 794.507568
	Iteration 16Q: 3 clusters Score -226996.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -227068.218750 Penalty: 794.507568
	Iteration 17Q: 3 clusters Score -227068.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -227128.296875 Penalty: 794.507568
	Iteration 18Q: 3 clusters Score -227128.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -227176.187500 Penalty: 794.507568
	Iteration 19Q: 3 clusters Score -227176.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -227222.546875 Penalty: 794.507568
	Iteration 20F: 3 clusters Score -227222.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -227261.500000 Penalty: 794.507568
	Iteration 21Q: 3 clusters Score -227261.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -227298.593750 Penalty: 794.507568
	Iteration 22Q: 3 clusters Score -227298.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -227342.125000 Penalty: 794.507568
	Iteration 23Q: 3 clusters Score -227342.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -227375.625000 Penalty: 794.507568
	Iteration 24Q: 3 clusters Score -227375.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -227401.015625 Penalty: 794.507568
	Iteration 25Q: 3 clusters Score -227401 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -227422.171875 Penalty: 794.507568
	Iteration 26Q: 3 clusters Score -227422.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -227442.187500 Penalty: 794.507568
	Iteration 27Q: 3 clusters Score -227442.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -227455.828125 Penalty: 794.507568
	Iteration 28Q: 3 clusters Score -227455.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -227463.859375 Penalty: 794.507568
	Iteration 29Q: 3 clusters Score -227463.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -227469.671875 Penalty: 794.507568
	Iteration 30Q: 3 clusters Score -227469.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -227475.171875 Penalty: 794.507568
	Iteration 31Q: 3 clusters Score -227475.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -227479.109375 Penalty: 794.507568
	Iteration 32Q: 3 clusters Score -227479.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -227482.921875 Penalty: 794.507568
	Iteration 33Q: 3 clusters Score -227482.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -227487.062500 Penalty: 794.507568
	Iteration 34Q: 3 clusters Score -227487.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -227491.546875 Penalty: 794.507568
	Iteration 35Q: 3 clusters Score -227491.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -227493.906250 Penalty: 794.507568
	Iteration 36Q: 3 clusters Score -227493.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -227495.968750 Penalty: 794.507568
	Iteration 37Q: 3 clusters Score -227496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -227496.546875 Penalty: 794.507568
	Iteration 38Q: 3 clusters Score -227496.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -227496.921875 Penalty: 794.507568
	Iteration 39Q: 3 clusters Score -227496.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -227497.546875 Penalty: 794.507568
	Iteration 40F: 3 clusters Score -227497.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Entering Unmasked Estep 
Score: -459519.593750 Penalty: 430.042389
	Iteration 0F: 2 clusters Score -459519.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -451040.156250 Penalty: 860.084778
	Iteration 0F: 3 clusters Score -451040.2 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -454518.906250 Penalty: 860.084778
	Iteration 1F: 3 clusters Score -454518.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -454796.437500 Penalty: 860.084778
	Iteration 2F: 3 clusters Score -454796.4 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -455117.156250 Penalty: 860.084778
	Iteration 3F: 3 clusters Score -455117.2 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -455559.218750 Penalty: 860.084778
	Iteration 4F: 3 clusters Score -455559.2 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -456150.218750 Penalty: 860.084778
	Iteration 5F: 3 clusters Score -456150.2 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -456748.437500 Penalty: 860.084778
	Iteration 6F: 3 clusters Score -456748.4 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -457192.937500 Penalty: 860.084778
	Iteration 7F: 3 clusters Score -457192.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -457437.593750 Penalty: 860.084778
	Iteration 8Q: 3 clusters Score -457437.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -457555.562500 Penalty: 860.084778
	Iteration 9Q: 3 clusters Score -457555.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -457618.937500 Penalty: 860.084778
	Iteration 10Q: 3 clusters Score -457618.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -457660.468750 Penalty: 860.084778
	Iteration 11Q: 3 clusters Score -457660.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -457698.156250 Penalty: 860.084778
	Iteration 12Q: 3 clusters Score -457698.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -457746.625000 Penalty: 860.084778
	Iteration 13Q: 3 clusters Score -457746.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -457800.875000 Penalty: 860.084778
	Iteration 14Q: 3 clusters Score -457800.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -457871.906250 Penalty: 860.084778
	Iteration 15Q: 3 clusters Score -457871.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -457934.281250 Penalty: 860.084778
	Iteration 16Q: 3 clusters Score -457934.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -457997.718750 Penalty: 860.084778
	Iteration 17Q: 3 clusters Score -457997.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -458076.718750 Penalty: 860.084778
	Iteration 18Q: 3 clusters Score -458076.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -458178.031250 Penalty: 860.084778
	Iteration 19Q: 3 clusters Score -458178 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -458316.750000 Penalty: 860.084778
	Iteration 20F: 3 clusters Score -458316.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -458502.437500 Penalty: 860.084778
	Iteration 21Q: 3 clusters Score -458502.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -458735.062500 Penalty: 860.084778
	Iteration 22Q: 3 clusters Score -458735.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -458989.187500 Penalty: 860.084778
	Iteration 23Q: 3 clusters Score -458989.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -459206.000000 Penalty: 860.084778
	Iteration 24Q: 3 clusters Score -459206 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -459326.125000 Penalty: 860.084778
	Iteration 25Q: 3 clusters Score -459326.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -459398.781250 Penalty: 860.084778
	Iteration 26Q: 3 clusters Score -459398.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -459460.312500 Penalty: 860.084778
	Iteration 27Q: 3 clusters Score -459460.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -459488.500000 Penalty: 860.084778
	Iteration 28Q: 3 clusters Score -459488.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -459510.281250 Penalty: 860.084778
	Iteration 29Q: 3 clusters Score -459510.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -459521.437500 Penalty: 860.084778
	Iteration 30Q: 3 clusters Score -459521.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -459533.406250 Penalty: 860.084778
	Iteration 31Q: 3 clusters Score -459533.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -459541.281250 Penalty: 860.084778
	Iteration 32Q: 3 clusters Score -459541.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -459543.000000 Penalty: 860.084778
	Iteration 33Q: 3 clusters Score -459543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -459543.750000 Penalty: 860.084778
	Iteration 34Q: 3 clusters Score -459543.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -459544.718750 Penalty: 860.084778
	Iteration 35Q: 3 clusters Score -459544.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -459545.875000 Penalty: 860.084778
	Iteration 36Q: 3 clusters Score -459545.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -459546.031250 Penalty: 860.084778
	Iteration 37Q: 3 clusters Score -459546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -459546.312500 Penalty: 860.084778
	Iteration 38Q: 3 clusters Score -459546.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -459547.000000 Penalty: 860.084778
	Iteration 39Q: 3 clusters Score -459547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -459547.562500 Penalty: 860.084778
	Iteration 40F: 3 clusters Score -459547.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -459547.656250 Penalty: 860.084778
	Iteration 41Q: 3 clusters Score -459547.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -459547.968750 Penalty: 860.084778
	Iteration 42Q: 3 clusters Score -459548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -459547.968750 Penalty: 860.084778
	Iteration 43F: 3 clusters Score -459548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 10034 members 
Mstep: Class 6 contains 476378 members 
Mstep: Class 7 contains 13588 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12034 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7251 members 
Mstep: Class 18 contains 5395 members 
Mstep: Class 19 contains 7772 members 
Mstep: Class 20 contains 3115 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17319 members 
Mstep: Class 26 contains 106463 members 
Mstep: Class 27 contains 3156 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 826 members 
Mstep: Class 30 contains 14082 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7222 members 
Mstep: Class 35 contains 558840 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6285 members 
Mstep: Class 38 contains 20694 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7587 members 
Mstep: Class 41 contains 1729 members 
Mstep: Class 42 contains 4078 members 
Mstep: Class 43 contains 1768 members 
Mstep: Class 44 contains 693 members 
Entering Unmasked Estep 
Score: -50378720.000000 Penalty: 28315.023438
Splitting cluster 12 changes total score from -50378988.000000 to -50378720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (6683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Entering Unmasked Estep 
Score: -238030.531250 Penalty: 400.733185
	Iteration 0F: 2 clusters Score -238030.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -233505.359375 Penalty: 801.466370
	Iteration 0F: 3 clusters Score -233505.4 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -235324.171875 Penalty: 801.466370
	Iteration 1F: 3 clusters Score -235324.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -235696.453125 Penalty: 801.466370
	Iteration 2F: 3 clusters Score -235696.5 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -236216.734375 Penalty: 801.466370
	Iteration 3F: 3 clusters Score -236216.7 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -236832.656250 Penalty: 801.466370
	Iteration 4F: 3 clusters Score -236832.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -237336.265625 Penalty: 801.466370
	Iteration 5F: 3 clusters Score -237336.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -237613.984375 Penalty: 801.466370
	Iteration 6F: 3 clusters Score -237614 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -237734.734375 Penalty: 801.466370
	Iteration 7Q: 3 clusters Score -237734.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -237799.046875 Penalty: 801.466370
	Iteration 8Q: 3 clusters Score -237799 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -237829.125000 Penalty: 801.466370
	Iteration 9Q: 3 clusters Score -237829.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -237842.515625 Penalty: 801.466370
	Iteration 10Q: 3 clusters Score -237842.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -237851.171875 Penalty: 801.466370
	Iteration 11Q: 3 clusters Score -237851.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -237855.546875 Penalty: 801.466370
	Iteration 12Q: 3 clusters Score -237855.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -237860.203125 Penalty: 801.466370
	Iteration 13Q: 3 clusters Score -237860.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -237863.500000 Penalty: 801.466370
	Iteration 14Q: 3 clusters Score -237863.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -237866.296875 Penalty: 801.466370
	Iteration 15Q: 3 clusters Score -237866.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -237867.390625 Penalty: 801.466370
	Iteration 16Q: 3 clusters Score -237867.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -237869.125000 Penalty: 801.466370
	Iteration 17Q: 3 clusters Score -237869.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -237869.578125 Penalty: 801.466370
	Iteration 18Q: 3 clusters Score -237869.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -237870.156250 Penalty: 801.466370
	Iteration 19Q: 3 clusters Score -237870.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -237870.703125 Penalty: 801.466370
	Iteration 20F: 3 clusters Score -237870.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -237872.281250 Penalty: 801.466370
	Iteration 21Q: 3 clusters Score -237872.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -237873.437500 Penalty: 801.466370
	Iteration 22Q: 3 clusters Score -237873.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -237875.296875 Penalty: 801.466370
	Iteration 23Q: 3 clusters Score -237875.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -237876.000000 Penalty: 801.466370
	Iteration 24Q: 3 clusters Score -237876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -237878.468750 Penalty: 801.466370
	Iteration 25Q: 3 clusters Score -237878.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -237880.203125 Penalty: 801.466370
	Iteration 26Q: 3 clusters Score -237880.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -237881.890625 Penalty: 801.466370
	Iteration 27Q: 3 clusters Score -237881.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -237884.921875 Penalty: 801.466370
	Iteration 28Q: 3 clusters Score -237884.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -237888.000000 Penalty: 801.466370
	Iteration 29Q: 3 clusters Score -237888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -237888.921875 Penalty: 801.466370
	Iteration 30Q: 3 clusters Score -237888.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -237889.578125 Penalty: 801.466370
	Iteration 31Q: 3 clusters Score -237889.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -237891.187500 Penalty: 801.466370
	Iteration 32Q: 3 clusters Score -237891.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -237893.468750 Penalty: 801.466370
	Iteration 33Q: 3 clusters Score -237893.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -237895.671875 Penalty: 801.466370
	Iteration 34Q: 3 clusters Score -237895.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -237896.859375 Penalty: 801.466370
	Iteration 35Q: 3 clusters Score -237896.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -237898.234375 Penalty: 801.466370
	Iteration 36Q: 3 clusters Score -237898.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -237899.859375 Penalty: 801.466370
	Iteration 37Q: 3 clusters Score -237899.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -237900.921875 Penalty: 801.466370
	Iteration 38Q: 3 clusters Score -237900.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -237902.671875 Penalty: 801.466370
	Iteration 39Q: 3 clusters Score -237902.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -237902.859375 Penalty: 801.466370
	Iteration 40F: 3 clusters Score -237902.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -237903.687500 Penalty: 801.466370
	Iteration 41Q: 3 clusters Score -237903.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -237904.421875 Penalty: 801.466370
	Iteration 42Q: 3 clusters Score -237904.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -237904.359375 Penalty: 801.466370
	Iteration 43Q: 3 clusters Score -237904.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -237904.531250 Penalty: 801.466370
	Iteration 44Q: 3 clusters Score -237904.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -237904.750000 Penalty: 801.466370
	Iteration 45Q: 3 clusters Score -237904.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -237904.921875 Penalty: 801.466370
	Iteration 46Q: 3 clusters Score -237904.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -237904.859375 Penalty: 801.466370
	Iteration 47Q: 3 clusters Score -237904.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -237904.890625 Penalty: 801.466370
	Iteration 48Q: 3 clusters Score -237904.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -237904.703125 Penalty: 801.466370
	Iteration 49Q: 3 clusters Score -237904.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -237904.687500 Penalty: 801.466370
	Iteration 50Q: 3 clusters Score -237904.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -237904.687500 Penalty: 801.466370
	Iteration 51F: 3 clusters Score -237904.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Entering Unmasked Estep 
Score: -364608.781250 Penalty: 418.645325
	Iteration 0F: 2 clusters Score -364608.8 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 4987 members 
Entering Unmasked Estep 
Score: -358057.312500 Penalty: 837.290649
	Iteration 0F: 3 clusters Score -358057.3 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -360892.500000 Penalty: 837.290649
	Iteration 1F: 3 clusters Score -360892.5 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -361137.843750 Penalty: 837.290649
	Iteration 2F: 3 clusters Score -361137.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -361393.781250 Penalty: 837.290649
	Iteration 3F: 3 clusters Score -361393.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -361665.000000 Penalty: 837.290649
	Iteration 4F: 3 clusters Score -361665 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -361966.093750 Penalty: 837.290649
	Iteration 5Q: 3 clusters Score -361966.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -362286.375000 Penalty: 837.290649
	Iteration 6F: 3 clusters Score -362286.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -362587.687500 Penalty: 837.290649
	Iteration 7F: 3 clusters Score -362587.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -362835.593750 Penalty: 837.290649
	Iteration 8Q: 3 clusters Score -362835.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -362993.781250 Penalty: 837.290649
	Iteration 9Q: 3 clusters Score -362993.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -363114.187500 Penalty: 837.290649
	Iteration 10Q: 3 clusters Score -363114.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -363205.343750 Penalty: 837.290649
	Iteration 11Q: 3 clusters Score -363205.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -363290.156250 Penalty: 837.290649
	Iteration 12Q: 3 clusters Score -363290.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -363384.843750 Penalty: 837.290649
	Iteration 13Q: 3 clusters Score -363384.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -363498.437500 Penalty: 837.290649
	Iteration 14Q: 3 clusters Score -363498.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -363629.750000 Penalty: 837.290649
	Iteration 15Q: 3 clusters Score -363629.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -363771.312500 Penalty: 837.290649
	Iteration 16Q: 3 clusters Score -363771.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -363897.812500 Penalty: 837.290649
	Iteration 17Q: 3 clusters Score -363897.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -363997.906250 Penalty: 837.290649
	Iteration 18Q: 3 clusters Score -363997.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -364093.406250 Penalty: 837.290649
	Iteration 19Q: 3 clusters Score -364093.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -364184.687500 Penalty: 837.290649
	Iteration 20F: 3 clusters Score -364184.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -364271.812500 Penalty: 837.290649
	Iteration 21Q: 3 clusters Score -364271.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -364339.218750 Penalty: 837.290649
	Iteration 22Q: 3 clusters Score -364339.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -364405.125000 Penalty: 837.290649
	Iteration 23Q: 3 clusters Score -364405.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -364452.875000 Penalty: 837.290649
	Iteration 24Q: 3 clusters Score -364452.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -364490.625000 Penalty: 837.290649
	Iteration 25Q: 3 clusters Score -364490.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -364516.843750 Penalty: 837.290649
	Iteration 26Q: 3 clusters Score -364516.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -364533.750000 Penalty: 837.290649
	Iteration 27Q: 3 clusters Score -364533.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -364544.875000 Penalty: 837.290649
	Iteration 28Q: 3 clusters Score -364544.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -364554.531250 Penalty: 837.290649
	Iteration 29Q: 3 clusters Score -364554.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -364561.000000 Penalty: 837.290649
	Iteration 30Q: 3 clusters Score -364561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -364566.281250 Penalty: 837.290649
	Iteration 31Q: 3 clusters Score -364566.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -364569.187500 Penalty: 837.290649
	Iteration 32Q: 3 clusters Score -364569.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -364570.781250 Penalty: 837.290649
	Iteration 33Q: 3 clusters Score -364570.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -364572.468750 Penalty: 837.290649
	Iteration 34Q: 3 clusters Score -364572.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -364575.000000 Penalty: 837.290649
	Iteration 35Q: 3 clusters Score -364575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -364576.406250 Penalty: 837.290649
	Iteration 36Q: 3 clusters Score -364576.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -364576.968750 Penalty: 837.290649
	Iteration 37Q: 3 clusters Score -364577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -364578.187500 Penalty: 837.290649
	Iteration 38Q: 3 clusters Score -364578.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -364578.437500 Penalty: 837.290649
	Iteration 39Q: 3 clusters Score -364578.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -364578.718750 Penalty: 837.290649
	Iteration 40F: 3 clusters Score -364578.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -364579.031250 Penalty: 837.290649
	Iteration 41Q: 3 clusters Score -364579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -364579.093750 Penalty: 837.290649
	Iteration 42Q: 3 clusters Score -364579.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -364578.437500 Penalty: 837.290649
	Iteration 43Q: 3 clusters Score -364578.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -364579.031250 Penalty: 837.290649
	Iteration 44Q: 3 clusters Score -364579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -364579.031250 Penalty: 837.290649
	Iteration 45F: 3 clusters Score -364579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Entering Unmasked Estep 
Score: -469481.812500 Penalty: 430.306152
	Iteration 0F: 2 clusters Score -469481.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -461017.312500 Penalty: 860.612305
	Iteration 0F: 3 clusters Score -461017.3 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -465081.750000 Penalty: 860.612305
	Iteration 1F: 3 clusters Score -465081.8 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -465650.125000 Penalty: 860.612305
	Iteration 2F: 3 clusters Score -465650.1 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -466278.906250 Penalty: 860.612305
	Iteration 3F: 3 clusters Score -466278.9 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -466798.562500 Penalty: 860.612305
	Iteration 4F: 3 clusters Score -466798.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -467107.125000 Penalty: 860.612305
	Iteration 5Q: 3 clusters Score -467107.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -467279.218750 Penalty: 860.612305
	Iteration 6Q: 3 clusters Score -467279.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -467389.500000 Penalty: 860.612305
	Iteration 7Q: 3 clusters Score -467389.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -467460.968750 Penalty: 860.612305
	Iteration 8Q: 3 clusters Score -467461 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -467509.000000 Penalty: 860.612305
	Iteration 9Q: 3 clusters Score -467509 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -467565.718750 Penalty: 860.612305
	Iteration 10Q: 3 clusters Score -467565.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -467630.937500 Penalty: 860.612305
	Iteration 11Q: 3 clusters Score -467630.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -467696.843750 Penalty: 860.612305
	Iteration 12Q: 3 clusters Score -467696.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -467767.531250 Penalty: 860.612305
	Iteration 13Q: 3 clusters Score -467767.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -467841.062500 Penalty: 860.612305
	Iteration 14Q: 3 clusters Score -467841.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -467913.250000 Penalty: 860.612305
	Iteration 15Q: 3 clusters Score -467913.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -467970.062500 Penalty: 860.612305
	Iteration 16Q: 3 clusters Score -467970.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -468039.031250 Penalty: 860.612305
	Iteration 17Q: 3 clusters Score -468039 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -468108.218750 Penalty: 860.612305
	Iteration 18Q: 3 clusters Score -468108.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -468172.468750 Penalty: 860.612305
	Iteration 19Q: 3 clusters Score -468172.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -468237.062500 Penalty: 860.612305
	Iteration 20F: 3 clusters Score -468237.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -468286.906250 Penalty: 860.612305
	Iteration 21Q: 3 clusters Score -468286.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -468334.281250 Penalty: 860.612305
	Iteration 22Q: 3 clusters Score -468334.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -468392.843750 Penalty: 860.612305
	Iteration 23Q: 3 clusters Score -468392.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -468447.562500 Penalty: 860.612305
	Iteration 24Q: 3 clusters Score -468447.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -468499.375000 Penalty: 860.612305
	Iteration 25Q: 3 clusters Score -468499.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -468562.125000 Penalty: 860.612305
	Iteration 26Q: 3 clusters Score -468562.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -468627.593750 Penalty: 860.612305
	Iteration 27Q: 3 clusters Score -468627.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -468687.187500 Penalty: 860.612305
	Iteration 28Q: 3 clusters Score -468687.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -468740.093750 Penalty: 860.612305
	Iteration 29Q: 3 clusters Score -468740.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -468783.156250 Penalty: 860.612305
	Iteration 30Q: 3 clusters Score -468783.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -468814.562500 Penalty: 860.612305
	Iteration 31Q: 3 clusters Score -468814.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -468846.093750 Penalty: 860.612305
	Iteration 32Q: 3 clusters Score -468846.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -468879.437500 Penalty: 860.612305
	Iteration 33Q: 3 clusters Score -468879.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -468909.968750 Penalty: 860.612305
	Iteration 34Q: 3 clusters Score -468910 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -468935.437500 Penalty: 860.612305
	Iteration 35Q: 3 clusters Score -468935.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -468959.156250 Penalty: 860.612305
	Iteration 36Q: 3 clusters Score -468959.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -468983.125000 Penalty: 860.612305
	Iteration 37Q: 3 clusters Score -468983.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -469012.937500 Penalty: 860.612305
	Iteration 38Q: 3 clusters Score -469012.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -469031.625000 Penalty: 860.612305
	Iteration 39Q: 3 clusters Score -469031.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -469056.750000 Penalty: 860.612305
	Iteration 40F: 3 clusters Score -469056.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -469075.125000 Penalty: 860.612305
	Iteration 41Q: 3 clusters Score -469075.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -469093.156250 Penalty: 860.612305
	Iteration 42Q: 3 clusters Score -469093.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -469115.000000 Penalty: 860.612305
	Iteration 43Q: 3 clusters Score -469115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -469124.875000 Penalty: 860.612305
	Iteration 44Q: 3 clusters Score -469124.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -469128.156250 Penalty: 860.612305
	Iteration 45Q: 3 clusters Score -469128.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -469131.718750 Penalty: 860.612305
	Iteration 46Q: 3 clusters Score -469131.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -469139.031250 Penalty: 860.612305
	Iteration 47Q: 3 clusters Score -469139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -469141.031250 Penalty: 860.612305
	Iteration 48Q: 3 clusters Score -469141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -469144.250000 Penalty: 860.612305
	Iteration 49Q: 3 clusters Score -469144.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -469144.937500 Penalty: 860.612305
	Iteration 50Q: 3 clusters Score -469144.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -469144.812500 Penalty: 860.612305
	Iteration 51Q: 3 clusters Score -469144.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -469145.562500 Penalty: 860.612305
	Iteration 52Q: 3 clusters Score -469145.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -469145.562500 Penalty: 860.612305
	Iteration 53F: 3 clusters Score -469145.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -60746.863281 Penalty: 342.047211
	Iteration 0F: 2 clusters Score -60746.86 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 923 members 
Entering Unmasked Estep 
Score: -59422.156250 Penalty: 684.094421
	Iteration 0F: 3 clusters Score -59422.16 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -59837.878906 Penalty: 684.094421
	Iteration 1F: 3 clusters Score -59837.88 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -59911.808594 Penalty: 684.094421
	Iteration 2F: 3 clusters Score -59911.81 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -59985.312500 Penalty: 684.094421
	Iteration 3F: 3 clusters Score -59985.31 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -60070.792969 Penalty: 684.094421
	Iteration 4F: 3 clusters Score -60070.79 nChanged 117
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: -60144.011719 Penalty: 684.094421
	Iteration 5F: 3 clusters Score -60144.01 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -60201.609375 Penalty: 684.094421
	Iteration 6F: 3 clusters Score -60201.61 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -60244.582031 Penalty: 684.094421
	Iteration 7Q: 3 clusters Score -60244.58 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -60276.871094 Penalty: 684.094421
	Iteration 8Q: 3 clusters Score -60276.87 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -60306.742188 Penalty: 684.094421
	Iteration 9Q: 3 clusters Score -60306.74 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -60326.070312 Penalty: 684.094421
	Iteration 10Q: 3 clusters Score -60326.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -60335.875000 Penalty: 684.094421
	Iteration 11Q: 3 clusters Score -60335.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -60344.312500 Penalty: 684.094421
	Iteration 12Q: 3 clusters Score -60344.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -60348.914062 Penalty: 684.094421
	Iteration 13Q: 3 clusters Score -60348.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -60355.832031 Penalty: 684.094421
	Iteration 14Q: 3 clusters Score -60355.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -60367.960938 Penalty: 684.094421
	Iteration 15Q: 3 clusters Score -60367.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -60385.859375 Penalty: 684.094421
	Iteration 16Q: 3 clusters Score -60385.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -60400.714844 Penalty: 684.094421
	Iteration 17Q: 3 clusters Score -60400.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -60419.847656 Penalty: 684.094421
	Iteration 18Q: 3 clusters Score -60419.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -60440.460938 Penalty: 684.094421
	Iteration 19Q: 3 clusters Score -60440.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -60466.652344 Penalty: 684.094421
	Iteration 20F: 3 clusters Score -60466.65 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -60497.023438 Penalty: 684.094421
	Iteration 21Q: 3 clusters Score -60497.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -60519.953125 Penalty: 684.094421
	Iteration 22Q: 3 clusters Score -60519.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -60541.746094 Penalty: 684.094421
	Iteration 23Q: 3 clusters Score -60541.75 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -60564.105469 Penalty: 684.094421
	Iteration 24Q: 3 clusters Score -60564.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -60580.156250 Penalty: 684.094421
	Iteration 25Q: 3 clusters Score -60580.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -60593.242188 Penalty: 684.094421
	Iteration 26Q: 3 clusters Score -60593.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -60603.761719 Penalty: 684.094421
	Iteration 27Q: 3 clusters Score -60603.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -60609.726562 Penalty: 684.094421
	Iteration 28Q: 3 clusters Score -60609.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -60617.738281 Penalty: 684.094421
	Iteration 29Q: 3 clusters Score -60617.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -60622.199219 Penalty: 684.094421
	Iteration 30Q: 3 clusters Score -60622.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -60625.035156 Penalty: 684.094421
	Iteration 31Q: 3 clusters Score -60625.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -60626.371094 Penalty: 684.094421
	Iteration 32Q: 3 clusters Score -60626.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -60626.824219 Penalty: 684.094421
	Iteration 33Q: 3 clusters Score -60626.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -60626.875000 Penalty: 684.094421
	Iteration 34Q: 3 clusters Score -60626.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -60626.875000 Penalty: 684.094421
	Iteration 35F: 3 clusters Score -60626.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Entering Unmasked Estep 
Score: -270174.718750 Penalty: 404.444733
	Iteration 0F: 2 clusters Score -270174.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -265326.750000 Penalty: 808.889465
	Iteration 0F: 3 clusters Score -265326.8 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -267410.281250 Penalty: 808.889465
	Iteration 1F: 3 clusters Score -267410.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -267772.468750 Penalty: 808.889465
	Iteration 2F: 3 clusters Score -267772.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -268118.906250 Penalty: 808.889465
	Iteration 3F: 3 clusters Score -268118.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -268452.875000 Penalty: 808.889465
	Iteration 4F: 3 clusters Score -268452.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -268769.687500 Penalty: 808.889465
	Iteration 5F: 3 clusters Score -268769.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -268960.906250 Penalty: 808.889465
	Iteration 6Q: 3 clusters Score -268960.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -269042.281250 Penalty: 808.889465
	Iteration 7Q: 3 clusters Score -269042.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -269081.125000 Penalty: 808.889465
	Iteration 8Q: 3 clusters Score -269081.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -269099.343750 Penalty: 808.889465
	Iteration 9Q: 3 clusters Score -269099.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -269107.718750 Penalty: 808.889465
	Iteration 10Q: 3 clusters Score -269107.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -269114.437500 Penalty: 808.889465
	Iteration 11Q: 3 clusters Score -269114.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -269120.343750 Penalty: 808.889465
	Iteration 12Q: 3 clusters Score -269120.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -269125.843750 Penalty: 808.889465
	Iteration 13Q: 3 clusters Score -269125.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -269132.843750 Penalty: 808.889465
	Iteration 14Q: 3 clusters Score -269132.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -269138.312500 Penalty: 808.889465
	Iteration 15Q: 3 clusters Score -269138.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -269142.218750 Penalty: 808.889465
	Iteration 16Q: 3 clusters Score -269142.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -269145.468750 Penalty: 808.889465
	Iteration 17Q: 3 clusters Score -269145.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -269147.593750 Penalty: 808.889465
	Iteration 18Q: 3 clusters Score -269147.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -269149.593750 Penalty: 808.889465
	Iteration 19Q: 3 clusters Score -269149.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -269151.718750 Penalty: 808.889465
	Iteration 20F: 3 clusters Score -269151.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -269152.812500 Penalty: 808.889465
	Iteration 21Q: 3 clusters Score -269152.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -269153.968750 Penalty: 808.889465
	Iteration 22Q: 3 clusters Score -269154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -269155.843750 Penalty: 808.889465
	Iteration 23Q: 3 clusters Score -269155.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -269158.000000 Penalty: 808.889465
	Iteration 24Q: 3 clusters Score -269158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -269161.187500 Penalty: 808.889465
	Iteration 25Q: 3 clusters Score -269161.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -269167.687500 Penalty: 808.889465
	Iteration 26Q: 3 clusters Score -269167.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -269173.468750 Penalty: 808.889465
	Iteration 27Q: 3 clusters Score -269173.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -269178.156250 Penalty: 808.889465
	Iteration 28Q: 3 clusters Score -269178.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -269183.906250 Penalty: 808.889465
	Iteration 29Q: 3 clusters Score -269183.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -269189.343750 Penalty: 808.889465
	Iteration 30Q: 3 clusters Score -269189.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -269197.156250 Penalty: 808.889465
	Iteration 31Q: 3 clusters Score -269197.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -269210.093750 Penalty: 808.889465
	Iteration 32Q: 3 clusters Score -269210.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -269223.968750 Penalty: 808.889465
	Iteration 33Q: 3 clusters Score -269224 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -269238.843750 Penalty: 808.889465
	Iteration 34Q: 3 clusters Score -269238.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -269252.250000 Penalty: 808.889465
	Iteration 35Q: 3 clusters Score -269252.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -269262.281250 Penalty: 808.889465
	Iteration 36Q: 3 clusters Score -269262.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -269273.625000 Penalty: 808.889465
	Iteration 37Q: 3 clusters Score -269273.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -269287.531250 Penalty: 808.889465
	Iteration 38Q: 3 clusters Score -269287.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -269305.593750 Penalty: 808.889465
	Iteration 39Q: 3 clusters Score -269305.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -269328.406250 Penalty: 808.889465
	Iteration 40F: 3 clusters Score -269328.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -269355.312500 Penalty: 808.889465
	Iteration 41Q: 3 clusters Score -269355.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -269390.187500 Penalty: 808.889465
	Iteration 42Q: 3 clusters Score -269390.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -269437.468750 Penalty: 808.889465
	Iteration 43Q: 3 clusters Score -269437.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -269508.625000 Penalty: 808.889465
	Iteration 44Q: 3 clusters Score -269508.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -269592.625000 Penalty: 808.889465
	Iteration 45Q: 3 clusters Score -269592.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -269682.250000 Penalty: 808.889465
	Iteration 46Q: 3 clusters Score -269682.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -269770.781250 Penalty: 808.889465
	Iteration 47Q: 3 clusters Score -269770.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -269848.937500 Penalty: 808.889465
	Iteration 48Q: 3 clusters Score -269848.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -269902.781250 Penalty: 808.889465
	Iteration 49Q: 3 clusters Score -269902.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -269934.593750 Penalty: 808.889465
	Iteration 50Q: 3 clusters Score -269934.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -269959.687500 Penalty: 808.889465
	Iteration 51Q: 3 clusters Score -269959.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -269979.875000 Penalty: 808.889465
	Iteration 52Q: 3 clusters Score -269979.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -269999.968750 Penalty: 808.889465
	Iteration 53Q: 3 clusters Score -270000 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -270018.875000 Penalty: 808.889465
	Iteration 54Q: 3 clusters Score -270018.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -270033.718750 Penalty: 808.889465
	Iteration 55Q: 3 clusters Score -270033.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -270050.000000 Penalty: 808.889465
	Iteration 56Q: 3 clusters Score -270050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -270059.750000 Penalty: 808.889465
	Iteration 57Q: 3 clusters Score -270059.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -270071.125000 Penalty: 808.889465
	Iteration 58Q: 3 clusters Score -270071.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -270082.843750 Penalty: 808.889465
	Iteration 59Q: 3 clusters Score -270082.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -270094.781250 Penalty: 808.889465
	Iteration 60F: 3 clusters Score -270094.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -270111.000000 Penalty: 808.889465
	Iteration 61Q: 3 clusters Score -270111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -270118.468750 Penalty: 808.889465
	Iteration 62Q: 3 clusters Score -270118.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -270124.750000 Penalty: 808.889465
	Iteration 63Q: 3 clusters Score -270124.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -270131.250000 Penalty: 808.889465
	Iteration 64Q: 3 clusters Score -270131.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -270137.875000 Penalty: 808.889465
	Iteration 65Q: 3 clusters Score -270137.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -270140.250000 Penalty: 808.889465
	Iteration 66Q: 3 clusters Score -270140.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -270143.250000 Penalty: 808.889465
	Iteration 67Q: 3 clusters Score -270143.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -270144.093750 Penalty: 808.889465
	Iteration 68Q: 3 clusters Score -270144.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -270144.218750 Penalty: 808.889465
	Iteration 69Q: 3 clusters Score -270144.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -270144.281250 Penalty: 808.889465
	Iteration 70Q: 3 clusters Score -270144.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -270144.281250 Penalty: 808.889465
	Iteration 71F: 3 clusters Score -270144.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Entering Unmasked Estep 
Score: -197421.921875 Penalty: 390.991852
	Iteration 0F: 2 clusters Score -197421.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -193797.000000 Penalty: 781.983704
	Iteration 0F: 3 clusters Score -193797 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -195324.750000 Penalty: 781.983704
	Iteration 1F: 3 clusters Score -195324.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -195519.859375 Penalty: 781.983704
	Iteration 2F: 3 clusters Score -195519.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -195707.906250 Penalty: 781.983704
	Iteration 3F: 3 clusters Score -195707.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -195922.312500 Penalty: 781.983704
	Iteration 4F: 3 clusters Score -195922.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -196195.593750 Penalty: 781.983704
	Iteration 5F: 3 clusters Score -196195.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -196477.390625 Penalty: 781.983704
	Iteration 6F: 3 clusters Score -196477.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -196727.093750 Penalty: 781.983704
	Iteration 7Q: 3 clusters Score -196727.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -196922.500000 Penalty: 781.983704
	Iteration 8Q: 3 clusters Score -196922.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -197036.015625 Penalty: 781.983704
	Iteration 9Q: 3 clusters Score -197036 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -197092.421875 Penalty: 781.983704
	Iteration 10Q: 3 clusters Score -197092.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -197121.218750 Penalty: 781.983704
	Iteration 11Q: 3 clusters Score -197121.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -197138.281250 Penalty: 781.983704
	Iteration 12Q: 3 clusters Score -197138.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -197148.093750 Penalty: 781.983704
	Iteration 13Q: 3 clusters Score -197148.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -197155.281250 Penalty: 781.983704
	Iteration 14Q: 3 clusters Score -197155.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -197160.265625 Penalty: 781.983704
	Iteration 15Q: 3 clusters Score -197160.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -197163.718750 Penalty: 781.983704
	Iteration 16Q: 3 clusters Score -197163.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -197167.437500 Penalty: 781.983704
	Iteration 17Q: 3 clusters Score -197167.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -197169.406250 Penalty: 781.983704
	Iteration 18Q: 3 clusters Score -197169.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -197170.968750 Penalty: 781.983704
	Iteration 19Q: 3 clusters Score -197171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -197171.875000 Penalty: 781.983704
	Iteration 20F: 3 clusters Score -197171.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -197172.031250 Penalty: 781.983704
	Iteration 21Q: 3 clusters Score -197172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -197172.031250 Penalty: 781.983704
	Iteration 22F: 3 clusters Score -197172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Entering Unmasked Estep 
Score: -289784.437500 Penalty: 407.601868
	Iteration 0F: 2 clusters Score -289784.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -284548.625000 Penalty: 815.203735
	Iteration 0F: 3 clusters Score -284548.6 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -286542.906250 Penalty: 815.203735
	Iteration 1F: 3 clusters Score -286542.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -286685.468750 Penalty: 815.203735
	Iteration 2Q: 3 clusters Score -286685.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -286839.218750 Penalty: 815.203735
	Iteration 3Q: 3 clusters Score -286839.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -287080.375000 Penalty: 815.203735
	Iteration 4F: 3 clusters Score -287080.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -287422.625000 Penalty: 815.203735
	Iteration 5F: 3 clusters Score -287422.6 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -287878.593750 Penalty: 815.203735
	Iteration 6F: 3 clusters Score -287878.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -288397.531250 Penalty: 815.203735
	Iteration 7F: 3 clusters Score -288397.5 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -288864.593750 Penalty: 815.203735
	Iteration 8F: 3 clusters Score -288864.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -289166.156250 Penalty: 815.203735
	Iteration 9Q: 3 clusters Score -289166.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -289338.468750 Penalty: 815.203735
	Iteration 10Q: 3 clusters Score -289338.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -289396.250000 Penalty: 815.203735
	Iteration 11Q: 3 clusters Score -289396.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -289427.250000 Penalty: 815.203735
	Iteration 12Q: 3 clusters Score -289427.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -289436.468750 Penalty: 815.203735
	Iteration 13Q: 3 clusters Score -289436.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -289442.656250 Penalty: 815.203735
	Iteration 14Q: 3 clusters Score -289442.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -289443.250000 Penalty: 815.203735
	Iteration 15Q: 3 clusters Score -289443.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -289444.625000 Penalty: 815.203735
	Iteration 16Q: 3 clusters Score -289444.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -289445.875000 Penalty: 815.203735
	Iteration 17Q: 3 clusters Score -289445.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -289451.312500 Penalty: 815.203735
	Iteration 18Q: 3 clusters Score -289451.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -289451.437500 Penalty: 815.203735
	Iteration 19Q: 3 clusters Score -289451.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -289451.437500 Penalty: 815.203735
	Iteration 20F: 3 clusters Score -289451.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -114962.976562 Penalty: 366.001282
	Iteration 0F: 2 clusters Score -114963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -112775.195312 Penalty: 732.002563
	Iteration 0F: 3 clusters Score -112775.2 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -113566.625000 Penalty: 732.002563
	Iteration 1F: 3 clusters Score -113566.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -113646.437500 Penalty: 732.002563
	Iteration 2F: 3 clusters Score -113646.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -113689.468750 Penalty: 732.002563
	Iteration 3Q: 3 clusters Score -113689.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -113725.648438 Penalty: 732.002563
	Iteration 4Q: 3 clusters Score -113725.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -113754.515625 Penalty: 732.002563
	Iteration 5Q: 3 clusters Score -113754.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -113781.437500 Penalty: 732.002563
	Iteration 6Q: 3 clusters Score -113781.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -113825.109375 Penalty: 732.002563
	Iteration 7Q: 3 clusters Score -113825.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -113895.945312 Penalty: 732.002563
	Iteration 8Q: 3 clusters Score -113895.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -113984.234375 Penalty: 732.002563
	Iteration 9Q: 3 clusters Score -113984.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -114067.992188 Penalty: 732.002563
	Iteration 10Q: 3 clusters Score -114068 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -114159.500000 Penalty: 732.002563
	Iteration 11Q: 3 clusters Score -114159.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -114248.351562 Penalty: 732.002563
	Iteration 12Q: 3 clusters Score -114248.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -114336.015625 Penalty: 732.002563
	Iteration 13Q: 3 clusters Score -114336 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -114399.031250 Penalty: 732.002563
	Iteration 14Q: 3 clusters Score -114399 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -114442.132812 Penalty: 732.002563
	Iteration 15Q: 3 clusters Score -114442.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -114467.320312 Penalty: 732.002563
	Iteration 16Q: 3 clusters Score -114467.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -114487.718750 Penalty: 732.002563
	Iteration 17Q: 3 clusters Score -114487.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -114512.609375 Penalty: 732.002563
	Iteration 18Q: 3 clusters Score -114512.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -114536.148438 Penalty: 732.002563
	Iteration 19Q: 3 clusters Score -114536.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -114555.812500 Penalty: 732.002563
	Iteration 20F: 3 clusters Score -114555.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -114579.687500 Penalty: 732.002563
	Iteration 21Q: 3 clusters Score -114579.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -114597.789062 Penalty: 732.002563
	Iteration 22Q: 3 clusters Score -114597.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -114608.367188 Penalty: 732.002563
	Iteration 23Q: 3 clusters Score -114608.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -114616.445312 Penalty: 732.002563
	Iteration 24Q: 3 clusters Score -114616.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -114623.625000 Penalty: 732.002563
	Iteration 25Q: 3 clusters Score -114623.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -114627.828125 Penalty: 732.002563
	Iteration 26Q: 3 clusters Score -114627.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -114629.625000 Penalty: 732.002563
	Iteration 27Q: 3 clusters Score -114629.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -114630.804688 Penalty: 732.002563
	Iteration 28Q: 3 clusters Score -114630.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -114631.898438 Penalty: 732.002563
	Iteration 29Q: 3 clusters Score -114631.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -114632.695312 Penalty: 732.002563
	Iteration 30Q: 3 clusters Score -114632.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -114633.757812 Penalty: 732.002563
	Iteration 31Q: 3 clusters Score -114633.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -114634.562500 Penalty: 732.002563
	Iteration 32Q: 3 clusters Score -114634.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -114634.960938 Penalty: 732.002563
	Iteration 33Q: 3 clusters Score -114635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -114635.234375 Penalty: 732.002563
	Iteration 34Q: 3 clusters Score -114635.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -114635.335938 Penalty: 732.002563
	Iteration 35Q: 3 clusters Score -114635.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -114635.335938 Penalty: 732.002563
	Iteration 36F: 3 clusters Score -114635.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Entering Unmasked Estep 
Score: -434482.125000 Penalty: 425.056213
	Iteration 0F: 2 clusters Score -434482.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -426823.750000 Penalty: 850.112427
	Iteration 0F: 3 clusters Score -426823.8 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -429768.937500 Penalty: 850.112427
	Iteration 1F: 3 clusters Score -429768.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -429965.406250 Penalty: 850.112427
	Iteration 2Q: 3 clusters Score -429965.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -430223.437500 Penalty: 850.112427
	Iteration 3F: 3 clusters Score -430223.4 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -430518.656250 Penalty: 850.112427
	Iteration 4F: 3 clusters Score -430518.7 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -430816.781250 Penalty: 850.112427
	Iteration 5F: 3 clusters Score -430816.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -431156.562500 Penalty: 850.112427
	Iteration 6F: 3 clusters Score -431156.6 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -431529.343750 Penalty: 850.112427
	Iteration 7F: 3 clusters Score -431529.3 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -431898.562500 Penalty: 850.112427
	Iteration 8F: 3 clusters Score -431898.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -432248.968750 Penalty: 850.112427
	Iteration 9Q: 3 clusters Score -432249 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -432563.156250 Penalty: 850.112427
	Iteration 10Q: 3 clusters Score -432563.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -432761.187500 Penalty: 850.112427
	Iteration 11Q: 3 clusters Score -432761.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -432864.968750 Penalty: 850.112427
	Iteration 12Q: 3 clusters Score -432865 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -432929.687500 Penalty: 850.112427
	Iteration 13Q: 3 clusters Score -432929.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -432986.125000 Penalty: 850.112427
	Iteration 14Q: 3 clusters Score -432986.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -433040.406250 Penalty: 850.112427
	Iteration 15Q: 3 clusters Score -433040.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -433097.937500 Penalty: 850.112427
	Iteration 16Q: 3 clusters Score -433097.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -433147.875000 Penalty: 850.112427
	Iteration 17Q: 3 clusters Score -433147.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -433196.562500 Penalty: 850.112427
	Iteration 18Q: 3 clusters Score -433196.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -433250.625000 Penalty: 850.112427
	Iteration 19Q: 3 clusters Score -433250.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -433307.156250 Penalty: 850.112427
	Iteration 20F: 3 clusters Score -433307.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -433375.593750 Penalty: 850.112427
	Iteration 21Q: 3 clusters Score -433375.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -433456.218750 Penalty: 850.112427
	Iteration 22Q: 3 clusters Score -433456.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -433555.875000 Penalty: 850.112427
	Iteration 23Q: 3 clusters Score -433555.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -433641.843750 Penalty: 850.112427
	Iteration 24Q: 3 clusters Score -433641.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -433726.343750 Penalty: 850.112427
	Iteration 25Q: 3 clusters Score -433726.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -433803.218750 Penalty: 850.112427
	Iteration 26Q: 3 clusters Score -433803.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -433858.687500 Penalty: 850.112427
	Iteration 27Q: 3 clusters Score -433858.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -433906.625000 Penalty: 850.112427
	Iteration 28Q: 3 clusters Score -433906.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -433956.062500 Penalty: 850.112427
	Iteration 29Q: 3 clusters Score -433956.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -433996.937500 Penalty: 850.112427
	Iteration 30Q: 3 clusters Score -433996.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -434037.062500 Penalty: 850.112427
	Iteration 31Q: 3 clusters Score -434037.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -434060.187500 Penalty: 850.112427
	Iteration 32Q: 3 clusters Score -434060.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -434073.750000 Penalty: 850.112427
	Iteration 33Q: 3 clusters Score -434073.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -434083.000000 Penalty: 850.112427
	Iteration 34Q: 3 clusters Score -434083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -434093.437500 Penalty: 850.112427
	Iteration 35Q: 3 clusters Score -434093.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -434098.593750 Penalty: 850.112427
	Iteration 36Q: 3 clusters Score -434098.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -434106.312500 Penalty: 850.112427
	Iteration 37Q: 3 clusters Score -434106.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -434109.437500 Penalty: 850.112427
	Iteration 38Q: 3 clusters Score -434109.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -434110.718750 Penalty: 850.112427
	Iteration 39Q: 3 clusters Score -434110.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -434111.000000 Penalty: 850.112427
	Iteration 40F: 3 clusters Score -434111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -434111.687500 Penalty: 850.112427
	Iteration 41Q: 3 clusters Score -434111.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -434111.687500 Penalty: 850.112427
	Iteration 42F: 3 clusters Score -434111.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -32730.406250 Penalty: 309.961700
	Iteration 0F: 2 clusters Score -32730.41 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 462 members 
Entering Unmasked Estep 
Score: -31968.246094 Penalty: 619.923401
	Iteration 0F: 3 clusters Score -31968.25 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -32247.851562 Penalty: 619.923401
	Iteration 1F: 3 clusters Score -32247.85 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -32291.033203 Penalty: 619.923401
	Iteration 2F: 3 clusters Score -32291.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -32318.291016 Penalty: 619.923401
	Iteration 3Q: 3 clusters Score -32318.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -32339.039062 Penalty: 619.923401
	Iteration 4Q: 3 clusters Score -32339.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -32363.404297 Penalty: 619.923401
	Iteration 5Q: 3 clusters Score -32363.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -32385.154297 Penalty: 619.923401
	Iteration 6Q: 3 clusters Score -32385.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -32415.158203 Penalty: 619.923401
	Iteration 7Q: 3 clusters Score -32415.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -32439.246094 Penalty: 619.923401
	Iteration 8Q: 3 clusters Score -32439.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -32461.214844 Penalty: 619.923401
	Iteration 9Q: 3 clusters Score -32461.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -32484.892578 Penalty: 619.923401
	Iteration 10Q: 3 clusters Score -32484.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -32498.302734 Penalty: 619.923401
	Iteration 11Q: 3 clusters Score -32498.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -32505.248047 Penalty: 619.923401
	Iteration 12Q: 3 clusters Score -32505.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -32507.990234 Penalty: 619.923401
	Iteration 13Q: 3 clusters Score -32507.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -32508.865234 Penalty: 619.923401
	Iteration 14Q: 3 clusters Score -32508.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -32508.865234 Penalty: 619.923401
	Iteration 15F: 3 clusters Score -32508.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Entering Unmasked Estep 
Score: -117936.500000 Penalty: 367.041016
	Iteration 0F: 2 clusters Score -117936.5 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 1585 members 
Entering Unmasked Estep 
Score: -115724.492188 Penalty: 734.082031
	Iteration 0F: 3 clusters Score -115724.5 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -116480.335938 Penalty: 734.082031
	Iteration 1F: 3 clusters Score -116480.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -116584.390625 Penalty: 734.082031
	Iteration 2F: 3 clusters Score -116584.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -116674.804688 Penalty: 734.082031
	Iteration 3F: 3 clusters Score -116674.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -116766.359375 Penalty: 734.082031
	Iteration 4F: 3 clusters Score -116766.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -116850.617188 Penalty: 734.082031
	Iteration 5F: 3 clusters Score -116850.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -116925.351562 Penalty: 734.082031
	Iteration 6Q: 3 clusters Score -116925.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -117000.664062 Penalty: 734.082031
	Iteration 7Q: 3 clusters Score -117000.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -117109.453125 Penalty: 734.082031
	Iteration 8Q: 3 clusters Score -117109.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -117204.593750 Penalty: 734.082031
	Iteration 9Q: 3 clusters Score -117204.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -117275.242188 Penalty: 734.082031
	Iteration 10Q: 3 clusters Score -117275.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -117324.328125 Penalty: 734.082031
	Iteration 11Q: 3 clusters Score -117324.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -117351.976562 Penalty: 734.082031
	Iteration 12Q: 3 clusters Score -117352 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -117369.789062 Penalty: 734.082031
	Iteration 13Q: 3 clusters Score -117369.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -117378.187500 Penalty: 734.082031
	Iteration 14Q: 3 clusters Score -117378.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -117383.195312 Penalty: 734.082031
	Iteration 15Q: 3 clusters Score -117383.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -117393.187500 Penalty: 734.082031
	Iteration 16Q: 3 clusters Score -117393.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -117405.796875 Penalty: 734.082031
	Iteration 17Q: 3 clusters Score -117405.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -117413.242188 Penalty: 734.082031
	Iteration 18Q: 3 clusters Score -117413.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -117423.500000 Penalty: 734.082031
	Iteration 19Q: 3 clusters Score -117423.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -117431.703125 Penalty: 734.082031
	Iteration 20F: 3 clusters Score -117431.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -117440.242188 Penalty: 734.082031
	Iteration 21Q: 3 clusters Score -117440.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -117453.929688 Penalty: 734.082031
	Iteration 22Q: 3 clusters Score -117453.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -117468.000000 Penalty: 734.082031
	Iteration 23Q: 3 clusters Score -117468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -117480.695312 Penalty: 734.082031
	Iteration 24Q: 3 clusters Score -117480.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -117489.453125 Penalty: 734.082031
	Iteration 25Q: 3 clusters Score -117489.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -117496.460938 Penalty: 734.082031
	Iteration 26Q: 3 clusters Score -117496.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -117502.812500 Penalty: 734.082031
	Iteration 27Q: 3 clusters Score -117502.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -117506.101562 Penalty: 734.082031
	Iteration 28Q: 3 clusters Score -117506.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -117508.515625 Penalty: 734.082031
	Iteration 29Q: 3 clusters Score -117508.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -117510.906250 Penalty: 734.082031
	Iteration 30Q: 3 clusters Score -117510.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -117511.937500 Penalty: 734.082031
	Iteration 31Q: 3 clusters Score -117511.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -117513.031250 Penalty: 734.082031
	Iteration 32Q: 3 clusters Score -117513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -117514.000000 Penalty: 734.082031
	Iteration 33Q: 3 clusters Score -117514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -117514.851562 Penalty: 734.082031
	Iteration 34Q: 3 clusters Score -117514.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -117515.289062 Penalty: 734.082031
	Iteration 35Q: 3 clusters Score -117515.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -117515.351562 Penalty: 734.082031
	Iteration 36Q: 3 clusters Score -117515.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -117515.515625 Penalty: 734.082031
	Iteration 37Q: 3 clusters Score -117515.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -117515.812500 Penalty: 734.082031
	Iteration 38Q: 3 clusters Score -117515.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -117515.812500 Penalty: 734.082031
	Iteration 39F: 3 clusters Score -117515.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Entering Unmasked Estep 
Score: -112654.859375 Penalty: 367.297272
	Iteration 0F: 2 clusters Score -112654.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -110506.679688 Penalty: 734.594543
	Iteration 0F: 3 clusters Score -110506.7 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -111405.882812 Penalty: 734.594543
	Iteration 1F: 3 clusters Score -111405.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -111608.742188 Penalty: 734.594543
	Iteration 2F: 3 clusters Score -111608.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -111762.289062 Penalty: 734.594543
	Iteration 3F: 3 clusters Score -111762.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -111868.234375 Penalty: 734.594543
	Iteration 4F: 3 clusters Score -111868.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -111942.609375 Penalty: 734.594543
	Iteration 5Q: 3 clusters Score -111942.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -111997.351562 Penalty: 734.594543
	Iteration 6Q: 3 clusters Score -111997.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -112030.585938 Penalty: 734.594543
	Iteration 7Q: 3 clusters Score -112030.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -112063.578125 Penalty: 734.594543
	Iteration 8Q: 3 clusters Score -112063.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -112099.851562 Penalty: 734.594543
	Iteration 9Q: 3 clusters Score -112099.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -112141.421875 Penalty: 734.594543
	Iteration 10Q: 3 clusters Score -112141.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -112188.914062 Penalty: 734.594543
	Iteration 11Q: 3 clusters Score -112188.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -112234.203125 Penalty: 734.594543
	Iteration 12Q: 3 clusters Score -112234.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -112263.226562 Penalty: 734.594543
	Iteration 13Q: 3 clusters Score -112263.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -112277.390625 Penalty: 734.594543
	Iteration 14Q: 3 clusters Score -112277.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -112292.656250 Penalty: 734.594543
	Iteration 15Q: 3 clusters Score -112292.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -112308.328125 Penalty: 734.594543
	Iteration 16Q: 3 clusters Score -112308.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -112325.343750 Penalty: 734.594543
	Iteration 17Q: 3 clusters Score -112325.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -112337.773438 Penalty: 734.594543
	Iteration 18Q: 3 clusters Score -112337.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -112349.804688 Penalty: 734.594543
	Iteration 19Q: 3 clusters Score -112349.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -112361.648438 Penalty: 734.594543
	Iteration 20F: 3 clusters Score -112361.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -112368.796875 Penalty: 734.594543
	Iteration 21Q: 3 clusters Score -112368.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -112371.695312 Penalty: 734.594543
	Iteration 22Q: 3 clusters Score -112371.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -112373.820312 Penalty: 734.594543
	Iteration 23Q: 3 clusters Score -112373.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -112375.117188 Penalty: 734.594543
	Iteration 24Q: 3 clusters Score -112375.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -112375.468750 Penalty: 734.594543
	Iteration 25Q: 3 clusters Score -112375.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -112375.468750 Penalty: 734.594543
	Iteration 26F: 3 clusters Score -112375.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Entering Unmasked Estep 
Score: -636234.562500 Penalty: 444.059967
	Iteration 0F: 2 clusters Score -636234.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -624710.187500 Penalty: 888.119934
	Iteration 0F: 3 clusters Score -624710.2 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -630185.125000 Penalty: 888.119934
	Iteration 1F: 3 clusters Score -630185.1 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -630977.562500 Penalty: 888.119934
	Iteration 2F: 3 clusters Score -630977.6 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -631803.000000 Penalty: 888.119934
	Iteration 3F: 3 clusters Score -631803 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -632640.500000 Penalty: 888.119934
	Iteration 4F: 3 clusters Score -632640.5 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -633429.125000 Penalty: 888.119934
	Iteration 5F: 3 clusters Score -633429.1 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -634066.937500 Penalty: 888.119934
	Iteration 6F: 3 clusters Score -634066.9 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -634565.562500 Penalty: 888.119934
	Iteration 7Q: 3 clusters Score -634565.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -634965.125000 Penalty: 888.119934
	Iteration 8Q: 3 clusters Score -634965.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -635206.875000 Penalty: 888.119934
	Iteration 9Q: 3 clusters Score -635206.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -635388.312500 Penalty: 888.119934
	Iteration 10Q: 3 clusters Score -635388.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -635507.500000 Penalty: 888.119934
	Iteration 11Q: 3 clusters Score -635507.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -635593.937500 Penalty: 888.119934
	Iteration 12Q: 3 clusters Score -635593.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -635652.000000 Penalty: 888.119934
	Iteration 13Q: 3 clusters Score -635652 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -635689.937500 Penalty: 888.119934
	Iteration 14Q: 3 clusters Score -635689.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -635729.562500 Penalty: 888.119934
	Iteration 15Q: 3 clusters Score -635729.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -635768.312500 Penalty: 888.119934
	Iteration 16Q: 3 clusters Score -635768.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -635795.062500 Penalty: 888.119934
	Iteration 17Q: 3 clusters Score -635795.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -635817.250000 Penalty: 888.119934
	Iteration 18Q: 3 clusters Score -635817.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -635834.437500 Penalty: 888.119934
	Iteration 19Q: 3 clusters Score -635834.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -635851.437500 Penalty: 888.119934
	Iteration 20F: 3 clusters Score -635851.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -635865.937500 Penalty: 888.119934
	Iteration 21Q: 3 clusters Score -635865.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -635884.500000 Penalty: 888.119934
	Iteration 22Q: 3 clusters Score -635884.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -635903.000000 Penalty: 888.119934
	Iteration 23Q: 3 clusters Score -635903 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -635915.375000 Penalty: 888.119934
	Iteration 24Q: 3 clusters Score -635915.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -635929.062500 Penalty: 888.119934
	Iteration 25Q: 3 clusters Score -635929.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -635938.062500 Penalty: 888.119934
	Iteration 26Q: 3 clusters Score -635938.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -635950.750000 Penalty: 888.119934
	Iteration 27Q: 3 clusters Score -635950.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -635961.812500 Penalty: 888.119934
	Iteration 28Q: 3 clusters Score -635961.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -635970.875000 Penalty: 888.119934
	Iteration 29Q: 3 clusters Score -635970.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -635981.625000 Penalty: 888.119934
	Iteration 30Q: 3 clusters Score -635981.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -635996.125000 Penalty: 888.119934
	Iteration 31Q: 3 clusters Score -635996.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -636007.937500 Penalty: 888.119934
	Iteration 32Q: 3 clusters Score -636007.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -636019.250000 Penalty: 888.119934
	Iteration 33Q: 3 clusters Score -636019.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -636026.750000 Penalty: 888.119934
	Iteration 34Q: 3 clusters Score -636026.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -636033.687500 Penalty: 888.119934
	Iteration 35Q: 3 clusters Score -636033.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -636041.250000 Penalty: 888.119934
	Iteration 36Q: 3 clusters Score -636041.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -636045.000000 Penalty: 888.119934
	Iteration 37Q: 3 clusters Score -636045 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -636051.687500 Penalty: 888.119934
	Iteration 38Q: 3 clusters Score -636051.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -636058.625000 Penalty: 888.119934
	Iteration 39Q: 3 clusters Score -636058.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -636066.000000 Penalty: 888.119934
	Iteration 40F: 3 clusters Score -636066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -636068.375000 Penalty: 888.119934
	Iteration 41Q: 3 clusters Score -636068.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -636075.000000 Penalty: 888.119934
	Iteration 42Q: 3 clusters Score -636075 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -636083.312500 Penalty: 888.119934
	Iteration 43Q: 3 clusters Score -636083.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -636091.437500 Penalty: 888.119934
	Iteration 44Q: 3 clusters Score -636091.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -636100.000000 Penalty: 888.119934
	Iteration 45Q: 3 clusters Score -636100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -636101.312500 Penalty: 888.119934
	Iteration 46Q: 3 clusters Score -636101.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -636102.187500 Penalty: 888.119934
	Iteration 47Q: 3 clusters Score -636102.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -636103.250000 Penalty: 888.119934
	Iteration 48Q: 3 clusters Score -636103.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -636103.562500 Penalty: 888.119934
	Iteration 49Q: 3 clusters Score -636103.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -636105.312500 Penalty: 888.119934
	Iteration 50Q: 3 clusters Score -636105.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -636105.937500 Penalty: 888.119934
	Iteration 51Q: 3 clusters Score -636105.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -636109.187500 Penalty: 888.119934
	Iteration 52Q: 3 clusters Score -636109.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -636108.375000 Penalty: 888.119934
	Iteration 53Q: 3 clusters Score -636108.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -636108.000000 Penalty: 888.119934
	Iteration 54Q: 3 clusters Score -636108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -636109.500000 Penalty: 888.119934
	Iteration 55Q: 3 clusters Score -636109.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -636108.812500 Penalty: 888.119934
	Iteration 56Q: 3 clusters Score -636108.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -636111.187500 Penalty: 888.119934
	Iteration 57Q: 3 clusters Score -636111.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -636111.062500 Penalty: 888.119934
	Iteration 58Q: 3 clusters Score -636111.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -636111.687500 Penalty: 888.119934
	Iteration 59Q: 3 clusters Score -636111.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -636111.125000 Penalty: 888.119934
	Iteration 60F: 3 clusters Score -636111.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (106463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106463 members 
Entering Unmasked Estep 
Score: -4104887.500000 Penalty: 526.687683
	Iteration 0F: 2 clusters Score -4104888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53293 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -4033064.250000 Penalty: 1053.375366
	Iteration 0F: 3 clusters Score -4033064 nChanged 51898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51513 members 
Mstep: Class 2 contains 54950 members 
Entering Unmasked Estep 
Score: -4065806.500000 Penalty: 1053.375366
	Iteration 1F: 3 clusters Score -4065806 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 56358 members 
Entering Unmasked Estep 
Score: -4068580.000000 Penalty: 1053.375366
	Iteration 2F: 3 clusters Score -4068580 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 58118 members 
Entering Unmasked Estep 
Score: -4072910.250000 Penalty: 1053.375366
	Iteration 3F: 3 clusters Score -4072910 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 60129 members 
Entering Unmasked Estep 
Score: -4078401.750000 Penalty: 1053.375366
	Iteration 4F: 3 clusters Score -4078402 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
Score: -4084376.250000 Penalty: 1053.375366
	Iteration 5F: 3 clusters Score -4084376 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 64476 members 
Entering Unmasked Estep 
Score: -4089923.750000 Penalty: 1053.375366
	Iteration 6F: 3 clusters Score -4089924 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 66410 members 
Entering Unmasked Estep 
Score: -4093944.250000 Penalty: 1053.375366
	Iteration 7F: 3 clusters Score -4093944 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 68011 members 
Entering Unmasked Estep 
Score: -4096185.000000 Penalty: 1053.375366
	Iteration 8Q: 3 clusters Score -4096185 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 69410 members 
Entering Unmasked Estep 
Score: -4097500.500000 Penalty: 1053.375366
	Iteration 9Q: 3 clusters Score -4097500 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 70556 members 
Entering Unmasked Estep 
Score: -4098391.500000 Penalty: 1053.375366
	Iteration 10Q: 3 clusters Score -4098392 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 71502 members 
Entering Unmasked Estep 
Score: -4098972.500000 Penalty: 1053.375366
	Iteration 11Q: 3 clusters Score -4098972 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 72282 members 
Entering Unmasked Estep 
Score: -4099361.000000 Penalty: 1053.375366
	Iteration 12Q: 3 clusters Score -4099361 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 73027 members 
Entering Unmasked Estep 
Score: -4099653.750000 Penalty: 1053.375366
	Iteration 13Q: 3 clusters Score -4099654 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 73674 members 
Entering Unmasked Estep 
Score: -4099835.000000 Penalty: 1053.375366
	Iteration 14Q: 3 clusters Score -4099835 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 74305 members 
Entering Unmasked Estep 
Score: -4099981.500000 Penalty: 1053.375366
	Iteration 15Q: 3 clusters Score -4099982 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 74921 members 
Entering Unmasked Estep 
Score: -4100144.750000 Penalty: 1053.375366
	Iteration 16Q: 3 clusters Score -4100145 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 75509 members 
Entering Unmasked Estep 
Score: -4100214.250000 Penalty: 1053.375366
	Iteration 17Q: 3 clusters Score -4100214 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 76060 members 
Entering Unmasked Estep 
Score: -4100292.750000 Penalty: 1053.375366
	Iteration 18Q: 3 clusters Score -4100293 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 76617 members 
Entering Unmasked Estep 
Score: -4100378.250000 Penalty: 1053.375366
	Iteration 19Q: 3 clusters Score -4100378 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 77211 members 
Entering Unmasked Estep 
Score: -4100472.000000 Penalty: 1053.375366
	Iteration 20F: 3 clusters Score -4100472 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 77828 members 
Entering Unmasked Estep 
Score: -4100555.750000 Penalty: 1053.375366
	Iteration 21Q: 3 clusters Score -4100556 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 78475 members 
Entering Unmasked Estep 
Score: -4100665.000000 Penalty: 1053.375366
	Iteration 22Q: 3 clusters Score -4100665 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 79100 members 
Entering Unmasked Estep 
Score: -4100743.500000 Penalty: 1053.375366
	Iteration 23Q: 3 clusters Score -4100744 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 79780 members 
Entering Unmasked Estep 
Score: -4100831.000000 Penalty: 1053.375366
	Iteration 24Q: 3 clusters Score -4100831 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 80505 members 
Entering Unmasked Estep 
Score: -4100961.250000 Penalty: 1053.375366
	Iteration 25Q: 3 clusters Score -4100961 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 81207 members 
Entering Unmasked Estep 
Score: -4101076.250000 Penalty: 1053.375366
	Iteration 26Q: 3 clusters Score -4101076 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 81922 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 82580 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 83199 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4101360 nChanged 622
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Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 83821 members 
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	Iteration 30Q: 3 clusters Score -4101462 nChanged 594
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Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 84415 members 
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	Iteration 31Q: 3 clusters Score -4101556 nChanged 547
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Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 84962 members 
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	Iteration 32Q: 3 clusters Score -4101640 nChanged 559
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Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 85521 members 
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	Iteration 33Q: 3 clusters Score -4101700 nChanged 562
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Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 86083 members 
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	Iteration 34Q: 3 clusters Score -4101772 nChanged 564
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Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 86647 members 
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	Iteration 35Q: 3 clusters Score -4101844 nChanged 562
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Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 87209 members 
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Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 87818 members 
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	Iteration 37Q: 3 clusters Score -4102058 nChanged 591
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Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 88409 members 
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Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 89021 members 
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	Iteration 39Q: 3 clusters Score -4102244 nChanged 590
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Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 89611 members 
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	Iteration 40F: 3 clusters Score -4102349 nChanged 591
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Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 90202 members 
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Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 90756 members 
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	Iteration 42Q: 3 clusters Score -4102536 nChanged 560
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Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 91316 members 
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	Iteration 43Q: 3 clusters Score -4102610 nChanged 581
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Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 91897 members 
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Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 92486 members 
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Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 93059 members 
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	Iteration 46Q: 3 clusters Score -4102926 nChanged 588
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Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 93647 members 
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Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 94206 members 
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Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 94730 members 
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Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 95232 members 
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	Iteration 50Q: 3 clusters Score -4103336 nChanged 488
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Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 95720 members 
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Mstep: Class 1 contains 10271 members 
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Mstep: Class 1 contains 9840 members 
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Mstep: Class 1 contains 9043 members 
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Mstep: Class 1 contains 8681 members 
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Mstep: Class 1 contains 8320 members 
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Mstep: Class 1 contains 7973 members 
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	Iteration 58Q: 3 clusters Score -4103899 nChanged 338
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Mstep: Class 1 contains 7635 members 
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	Iteration 59Q: 3 clusters Score -4103954 nChanged 325
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Mstep: Class 1 contains 7310 members 
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	Iteration 60F: 3 clusters Score -4104014 nChanged 317
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Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 99470 members 
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	Iteration 62Q: 3 clusters Score -4104130 nChanged 280
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	Iteration 63Q: 3 clusters Score -4104178 nChanged 273
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Mstep: Class 1 contains 6131 members 
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Mstep: Class 1 contains 5848 members 
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Mstep: Class 1 contains 5575 members 
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Mstep: Class 1 contains 5332 members 
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Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 101357 members 
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	Iteration 68Q: 3 clusters Score -4104423 nChanged 185
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Mstep: Class 1 contains 4921 members 
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	Iteration 69Q: 3 clusters Score -4104460 nChanged 178
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Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 101720 members 
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Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 101879 members 
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	Iteration 71Q: 3 clusters Score -4104519 nChanged 151
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Mstep: Class 1 contains 4433 members 
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	Iteration 72Q: 3 clusters Score -4104543 nChanged 145
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Mstep: Class 1 contains 4288 members 
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	Iteration 73Q: 3 clusters Score -4104566 nChanged 151
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Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 102326 members 
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Mstep: Class 1 contains 4005 members 
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	Iteration 75Q: 3 clusters Score -4104622 nChanged 128
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Mstep: Class 1 contains 3877 members 
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	Iteration 76Q: 3 clusters Score -4104642 nChanged 114
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Mstep: Class 1 contains 3763 members 
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	Iteration 77Q: 3 clusters Score -4104650 nChanged 100
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Mstep: Class 1 contains 3663 members 
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	Iteration 78Q: 3 clusters Score -4104644 nChanged 92
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Mstep: Class 1 contains 3571 members 
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	Iteration 79Q: 3 clusters Score -4104661 nChanged 99
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	Iteration 80F: 3 clusters Score -4104673 nChanged 94
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	Iteration 81Q: 3 clusters Score -4104675 nChanged 82
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	Iteration 82Q: 3 clusters Score -4104682 nChanged 99
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Mstep: Class 1 contains 3197 members 
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	Iteration 83Q: 3 clusters Score -4104700 nChanged 93
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Mstep: Class 1 contains 3104 members 
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	Iteration 84Q: 3 clusters Score -4104710 nChanged 76
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Mstep: Class 1 contains 3028 members 
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	Iteration 85Q: 3 clusters Score -4104727 nChanged 67
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	Iteration 86Q: 3 clusters Score -4104736 nChanged 60
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Mstep: Class 1 contains 2901 members 
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	Iteration 87Q: 3 clusters Score -4104736 nChanged 60
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Mstep: Class 1 contains 2841 members 
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	Iteration 88Q: 3 clusters Score -4104736 nChanged 45
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Mstep: Class 1 contains 2796 members 
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	Iteration 89Q: 3 clusters Score -4104722 nChanged 29
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Mstep: Class 1 contains 2767 members 
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	Iteration 90Q: 3 clusters Score -4104724 nChanged 30
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	Iteration 91Q: 3 clusters Score -4104723 nChanged 27
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	Iteration 92Q: 3 clusters Score -4104734 nChanged 26
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	Iteration 93Q: 3 clusters Score -4104736 nChanged 18
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	Iteration 94Q: 3 clusters Score -4104735 nChanged 16
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Mstep: Class 1 contains 2652 members 
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	Iteration 95Q: 3 clusters Score -4104736 nChanged 17
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	Iteration 96Q: 3 clusters Score -4104736 nChanged 17
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	Iteration 97Q: 3 clusters Score -4104736 nChanged 23
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	Iteration 98Q: 3 clusters Score -4104730 nChanged 24
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	Iteration 99Q: 3 clusters Score -4104742 nChanged 23
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	Iteration 100F: 3 clusters Score -4104735 nChanged 18
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	Iteration 101Q: 3 clusters Score -4104744 nChanged 23
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	Iteration 102Q: 3 clusters Score -4104749 nChanged 21
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	Iteration 103Q: 3 clusters Score -4104746 nChanged 17
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	Iteration 104Q: 3 clusters Score -4104748 nChanged 7
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	Iteration 105Q: 3 clusters Score -4104751 nChanged 11
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	Iteration 106Q: 3 clusters Score -4104755 nChanged 15
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	Iteration 107Q: 3 clusters Score -4104756 nChanged 13
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	Iteration 108Q: 3 clusters Score -4104755 nChanged 7
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	Iteration 109Q: 3 clusters Score -4104756 nChanged 9
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	Iteration 110Q: 3 clusters Score -4104753 nChanged 7
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	Iteration 111Q: 3 clusters Score -4104748 nChanged 6
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	Iteration 112Q: 3 clusters Score -4104748 nChanged 14
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	Iteration 113Q: 3 clusters Score -4104752 nChanged 11
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	Iteration 114Q: 3 clusters Score -4104758 nChanged 14
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	Iteration 115Q: 3 clusters Score -4104759 nChanged 15
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	Iteration 116Q: 3 clusters Score -4104764 nChanged 16
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	Iteration 117Q: 3 clusters Score -4104763 nChanged 21
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	Iteration 118Q: 3 clusters Score -4104765 nChanged 23
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	Iteration 119Q: 3 clusters Score -4104766 nChanged 15
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Entering Unmasked Estep 
Score: -4104766.000000 Penalty: 1053.375366
	Iteration 120F: 3 clusters Score -4104766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 104215 members 
Entering Unmasked Estep 
Score: -4104771.000000 Penalty: 1053.375366
	Iteration 121Q: 3 clusters Score -4104771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 104237 members 
Entering Unmasked Estep 
Score: -4104778.500000 Penalty: 1053.375366
	Iteration 122Q: 3 clusters Score -4104778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 104254 members 
Entering Unmasked Estep 
Score: -4104786.500000 Penalty: 1053.375366
	Iteration 123Q: 3 clusters Score -4104786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 104273 members 
Entering Unmasked Estep 
Score: -4104785.500000 Penalty: 1053.375366
	Iteration 124Q: 3 clusters Score -4104786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 104293 members 
Entering Unmasked Estep 
Score: -4104784.250000 Penalty: 1053.375366
	Iteration 125Q: 3 clusters Score -4104784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 104312 members 
Entering Unmasked Estep 
Score: -4104791.750000 Penalty: 1053.375366
	Iteration 126Q: 3 clusters Score -4104792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 104332 members 
Entering Unmasked Estep 
Score: -4104801.500000 Penalty: 1053.375366
	Iteration 127Q: 3 clusters Score -4104802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 104346 members 
Entering Unmasked Estep 
Score: -4104807.750000 Penalty: 1053.375366
	Iteration 128Q: 3 clusters Score -4104808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 104355 members 
Entering Unmasked Estep 
Score: -4104807.000000 Penalty: 1053.375366
	Iteration 129Q: 3 clusters Score -4104807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 104366 members 
Entering Unmasked Estep 
Score: -4104805.000000 Penalty: 1053.375366
	Iteration 130Q: 3 clusters Score -4104805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 104378 members 
Entering Unmasked Estep 
Score: -4104804.750000 Penalty: 1053.375366
	Iteration 131Q: 3 clusters Score -4104805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 104385 members 
Entering Unmasked Estep 
Score: -4104806.750000 Penalty: 1053.375366
	Iteration 132Q: 3 clusters Score -4104807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 104392 members 
Entering Unmasked Estep 
Score: -4104806.000000 Penalty: 1053.375366
	Iteration 133Q: 3 clusters Score -4104806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 104401 members 
Entering Unmasked Estep 
Score: -4104806.500000 Penalty: 1053.375366
	Iteration 134Q: 3 clusters Score -4104806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 104409 members 
Entering Unmasked Estep 
Score: -4104808.750000 Penalty: 1053.375366
	Iteration 135Q: 3 clusters Score -4104809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 104417 members 
Entering Unmasked Estep 
Score: -4104808.000000 Penalty: 1053.375366
	Iteration 136Q: 3 clusters Score -4104808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 104423 members 
Entering Unmasked Estep 
Score: -4104809.500000 Penalty: 1053.375366
	Iteration 137Q: 3 clusters Score -4104810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 104426 members 
Entering Unmasked Estep 
Score: -4104809.000000 Penalty: 1053.375366
	Iteration 138Q: 3 clusters Score -4104809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 104432 members 
Entering Unmasked Estep 
Score: -4104809.500000 Penalty: 1053.375366
	Iteration 139Q: 3 clusters Score -4104810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 104437 members 
Entering Unmasked Estep 
Score: -4104808.000000 Penalty: 1053.375366
	Iteration 140F: 3 clusters Score -4104808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 104440 members 
Entering Unmasked Estep 
Score: -4104808.500000 Penalty: 1053.375366
	Iteration 141Q: 3 clusters Score -4104808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 104444 members 
Entering Unmasked Estep 
Score: -4104808.250000 Penalty: 1053.375366
	Iteration 142Q: 3 clusters Score -4104808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 104452 members 
Entering Unmasked Estep 
Score: -4104807.750000 Penalty: 1053.375366
	Iteration 143Q: 3 clusters Score -4104808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 104459 members 
Entering Unmasked Estep 
Score: -4104805.750000 Penalty: 1053.375366
	Iteration 144Q: 3 clusters Score -4104806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 104463 members 
Entering Unmasked Estep 
Score: -4104809.500000 Penalty: 1053.375366
	Iteration 145Q: 3 clusters Score -4104810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 104467 members 
Entering Unmasked Estep 
Score: -4104814.500000 Penalty: 1053.375366
	Iteration 146Q: 3 clusters Score -4104814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 104475 members 
Entering Unmasked Estep 
Score: -4104807.750000 Penalty: 1053.375366
	Iteration 147Q: 3 clusters Score -4104808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 104480 members 
Entering Unmasked Estep 
Score: -4104801.250000 Penalty: 1053.375366
	Iteration 148Q: 3 clusters Score -4104801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 104490 members 
Entering Unmasked Estep 
Score: -4104800.500000 Penalty: 1053.375366
	Iteration 149Q: 3 clusters Score -4104800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 104500 members 
Entering Unmasked Estep 
Score: -4104805.000000 Penalty: 1053.375366
	Iteration 150Q: 3 clusters Score -4104805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 104510 members 
Entering Unmasked Estep 
Score: -4104807.000000 Penalty: 1053.375366
	Iteration 151Q: 3 clusters Score -4104807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 104517 members 
Entering Unmasked Estep 
Score: -4104805.250000 Penalty: 1053.375366
	Iteration 152Q: 3 clusters Score -4104805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 104524 members 
Entering Unmasked Estep 
Score: -4104809.250000 Penalty: 1053.375366
	Iteration 153Q: 3 clusters Score -4104809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 104534 members 
Entering Unmasked Estep 
Score: -4104810.750000 Penalty: 1053.375366
	Iteration 154Q: 3 clusters Score -4104811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 104542 members 
Entering Unmasked Estep 
Score: -4104809.750000 Penalty: 1053.375366
	Iteration 155Q: 3 clusters Score -4104810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 104551 members 
Entering Unmasked Estep 
Score: -4104808.750000 Penalty: 1053.375366
	Iteration 156Q: 3 clusters Score -4104809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 104553 members 
Entering Unmasked Estep 
Score: -4104808.500000 Penalty: 1053.375366
	Iteration 157Q: 3 clusters Score -4104808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 104555 members 
Entering Unmasked Estep 
Score: -4104811.250000 Penalty: 1053.375366
	Iteration 158Q: 3 clusters Score -4104811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 104555 members 
Entering Unmasked Estep 
Score: -4104811.250000 Penalty: 1053.375366
	Iteration 159F: 3 clusters Score -4104811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Entering Unmasked Estep 
Score: -114160.109375 Penalty: 366.596252
	Iteration 0F: 2 clusters Score -114160.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -111979.289062 Penalty: 733.192505
	Iteration 0F: 3 clusters Score -111979.3 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -112695.640625 Penalty: 733.192505
	Iteration 1F: 3 clusters Score -112695.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -112797.343750 Penalty: 733.192505
	Iteration 2F: 3 clusters Score -112797.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -112890.820312 Penalty: 733.192505
	Iteration 3F: 3 clusters Score -112890.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -113001.562500 Penalty: 733.192505
	Iteration 4F: 3 clusters Score -113001.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -113112.445312 Penalty: 733.192505
	Iteration 5F: 3 clusters Score -113112.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -113241.648438 Penalty: 733.192505
	Iteration 6F: 3 clusters Score -113241.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -113387.179688 Penalty: 733.192505
	Iteration 7F: 3 clusters Score -113387.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -113487.640625 Penalty: 733.192505
	Iteration 8Q: 3 clusters Score -113487.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -113571.570312 Penalty: 733.192505
	Iteration 9Q: 3 clusters Score -113571.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -113652.242188 Penalty: 733.192505
	Iteration 10Q: 3 clusters Score -113652.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -113699.109375 Penalty: 733.192505
	Iteration 11Q: 3 clusters Score -113699.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -113732.921875 Penalty: 733.192505
	Iteration 12Q: 3 clusters Score -113732.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -113758.812500 Penalty: 733.192505
	Iteration 13Q: 3 clusters Score -113758.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -113781.062500 Penalty: 733.192505
	Iteration 14Q: 3 clusters Score -113781.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -113799.250000 Penalty: 733.192505
	Iteration 15Q: 3 clusters Score -113799.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -113811.171875 Penalty: 733.192505
	Iteration 16Q: 3 clusters Score -113811.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -113819.500000 Penalty: 733.192505
	Iteration 17Q: 3 clusters Score -113819.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -113824.906250 Penalty: 733.192505
	Iteration 18Q: 3 clusters Score -113824.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -113832.789062 Penalty: 733.192505
	Iteration 19Q: 3 clusters Score -113832.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -113842.250000 Penalty: 733.192505
	Iteration 20F: 3 clusters Score -113842.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -113849.054688 Penalty: 733.192505
	Iteration 21Q: 3 clusters Score -113849.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -113850.531250 Penalty: 733.192505
	Iteration 22Q: 3 clusters Score -113850.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -113851.359375 Penalty: 733.192505
	Iteration 23Q: 3 clusters Score -113851.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -113854.750000 Penalty: 733.192505
	Iteration 24Q: 3 clusters Score -113854.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -113857.898438 Penalty: 733.192505
	Iteration 25Q: 3 clusters Score -113857.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -113859.968750 Penalty: 733.192505
	Iteration 26Q: 3 clusters Score -113860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -113861.031250 Penalty: 733.192505
	Iteration 27Q: 3 clusters Score -113861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -113861.031250 Penalty: 733.192505
	Iteration 28F: 3 clusters Score -113861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Entering Unmasked Estep 
Score: -21215.398438 Penalty: 300.908997
	Iteration 0F: 2 clusters Score -21215.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -20592.082031 Penalty: 601.817993
	Iteration 0F: 3 clusters Score -20592.08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -20915.304688 Penalty: 601.817993
	Iteration 1F: 3 clusters Score -20915.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -21102.720703 Penalty: 601.817993
	Iteration 2F: 3 clusters Score -21102.72 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -21209.500000 Penalty: 601.817993
	Iteration 3F: 3 clusters Score -21209.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -21265.263672 Penalty: 601.817993
	Iteration 4Q: 3 clusters Score -21265.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -21311.277344 Penalty: 601.817993
	Iteration 5Q: 3 clusters Score -21311.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -21320.019531 Penalty: 601.817993
	Iteration 6Q: 3 clusters Score -21320.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -21326.066406 Penalty: 601.817993
	Iteration 7Q: 3 clusters Score -21326.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -21337.617188 Penalty: 601.817993
	Iteration 8Q: 3 clusters Score -21337.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -21342.804688 Penalty: 601.817993
	Iteration 9Q: 3 clusters Score -21342.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -21345.763672 Penalty: 601.817993
	Iteration 10Q: 3 clusters Score -21345.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -21345.996094 Penalty: 601.817993
	Iteration 11Q: 3 clusters Score -21346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -21345.996094 Penalty: 601.817993
	Iteration 12F: 3 clusters Score -21346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 10034 members 
Mstep: Class 6 contains 476378 members 
Mstep: Class 7 contains 13588 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12727 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7251 members 
Mstep: Class 18 contains 5395 members 
Mstep: Class 19 contains 7772 members 
Mstep: Class 20 contains 3115 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17319 members 
Mstep: Class 26 contains 106463 members 
Mstep: Class 27 contains 3156 members 
Mstep: Class 28 contains 185 members 
Mstep: Class 29 contains 826 members 
Mstep: Class 30 contains 14082 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7222 members 
Mstep: Class 35 contains 558840 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6285 members 
Mstep: Class 38 contains 20694 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7587 members 
Mstep: Class 41 contains 1729 members 
Mstep: Class 42 contains 4078 members 
Mstep: Class 43 contains 1768 members 
Mstep: Class 44 contains 560 members 
Entering Unmasked Estep 
Score: -50378764.000000 Penalty: 28315.023438
Splitting cluster 28 changes total score from -50378988.000000 to -50378764.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -28623.001953 Penalty: 305.605072
	Iteration 0F: 2 clusters Score -28623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -27941.019531 Penalty: 611.210144
	Iteration 0F: 3 clusters Score -27941.02 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -28141.142578 Penalty: 611.210144
	Iteration 1F: 3 clusters Score -28141.14 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -28200.564453 Penalty: 611.210144
	Iteration 2F: 3 clusters Score -28200.56 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -28251.732422 Penalty: 611.210144
	Iteration 3F: 3 clusters Score -28251.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -28287.263672 Penalty: 611.210144
	Iteration 4Q: 3 clusters Score -28287.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -28308.326172 Penalty: 611.210144
	Iteration 5Q: 3 clusters Score -28308.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -28325.962891 Penalty: 611.210144
	Iteration 6Q: 3 clusters Score -28325.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -28339.984375 Penalty: 611.210144
	Iteration 7Q: 3 clusters Score -28339.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -28346.447266 Penalty: 611.210144
	Iteration 8Q: 3 clusters Score -28346.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -28352.777344 Penalty: 611.210144
	Iteration 9Q: 3 clusters Score -28352.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -28359.720703 Penalty: 611.210144
	Iteration 10Q: 3 clusters Score -28359.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -28367.697266 Penalty: 611.210144
	Iteration 11Q: 3 clusters Score -28367.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -28376.199219 Penalty: 611.210144
	Iteration 12Q: 3 clusters Score -28376.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -28382.929688 Penalty: 611.210144
	Iteration 13Q: 3 clusters Score -28382.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -28388.087891 Penalty: 611.210144
	Iteration 14Q: 3 clusters Score -28388.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -28392.796875 Penalty: 611.210144
	Iteration 15Q: 3 clusters Score -28392.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -28395.136719 Penalty: 611.210144
	Iteration 16Q: 3 clusters Score -28395.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -28400.681641 Penalty: 611.210144
	Iteration 17Q: 3 clusters Score -28400.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -28404.931641 Penalty: 611.210144
	Iteration 18Q: 3 clusters Score -28404.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -28406.871094 Penalty: 611.210144
	Iteration 19Q: 3 clusters Score -28406.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -28406.871094 Penalty: 611.210144
	Iteration 20F: 3 clusters Score -28406.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Entering Unmasked Estep 
Score: -515888.250000 Penalty: 434.645691
	Iteration 0F: 2 clusters Score -515888.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -506459.406250 Penalty: 869.291382
	Iteration 0F: 3 clusters Score -506459.4 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -510754.406250 Penalty: 869.291382
	Iteration 1F: 3 clusters Score -510754.4 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -511277.718750 Penalty: 869.291382
	Iteration 2F: 3 clusters Score -511277.7 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -511781.250000 Penalty: 869.291382
	Iteration 3F: 3 clusters Score -511781.2 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -512347.156250 Penalty: 869.291382
	Iteration 4F: 3 clusters Score -512347.2 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -512959.718750 Penalty: 869.291382
	Iteration 5F: 3 clusters Score -512959.7 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -513537.187500 Penalty: 869.291382
	Iteration 6Q: 3 clusters Score -513537.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -513919.812500 Penalty: 869.291382
	Iteration 7Q: 3 clusters Score -513919.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -514117.156250 Penalty: 869.291382
	Iteration 8Q: 3 clusters Score -514117.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -514251.781250 Penalty: 869.291382
	Iteration 9Q: 3 clusters Score -514251.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -514376.000000 Penalty: 869.291382
	Iteration 10Q: 3 clusters Score -514376 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -514516.000000 Penalty: 869.291382
	Iteration 11Q: 3 clusters Score -514516 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -514638.281250 Penalty: 869.291382
	Iteration 12Q: 3 clusters Score -514638.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -514768.468750 Penalty: 869.291382
	Iteration 13Q: 3 clusters Score -514768.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -514887.156250 Penalty: 869.291382
	Iteration 14Q: 3 clusters Score -514887.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -514995.781250 Penalty: 869.291382
	Iteration 15Q: 3 clusters Score -514995.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -515081.781250 Penalty: 869.291382
	Iteration 16Q: 3 clusters Score -515081.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -515157.656250 Penalty: 869.291382
	Iteration 17Q: 3 clusters Score -515157.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -515215.906250 Penalty: 869.291382
	Iteration 18Q: 3 clusters Score -515215.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -515265.718750 Penalty: 869.291382
	Iteration 19Q: 3 clusters Score -515265.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -515306.406250 Penalty: 869.291382
	Iteration 20F: 3 clusters Score -515306.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -515333.718750 Penalty: 869.291382
	Iteration 21Q: 3 clusters Score -515333.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -515359.843750 Penalty: 869.291382
	Iteration 22Q: 3 clusters Score -515359.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -515394.062500 Penalty: 869.291382
	Iteration 23Q: 3 clusters Score -515394.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -515419.281250 Penalty: 869.291382
	Iteration 24Q: 3 clusters Score -515419.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -515435.562500 Penalty: 869.291382
	Iteration 25Q: 3 clusters Score -515435.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -515445.687500 Penalty: 869.291382
	Iteration 26Q: 3 clusters Score -515445.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -515456.468750 Penalty: 869.291382
	Iteration 27Q: 3 clusters Score -515456.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -515471.750000 Penalty: 869.291382
	Iteration 28Q: 3 clusters Score -515471.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -515484.093750 Penalty: 869.291382
	Iteration 29Q: 3 clusters Score -515484.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -515494.906250 Penalty: 869.291382
	Iteration 30Q: 3 clusters Score -515494.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -515506.031250 Penalty: 869.291382
	Iteration 31Q: 3 clusters Score -515506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -515514.187500 Penalty: 869.291382
	Iteration 32Q: 3 clusters Score -515514.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -515520.281250 Penalty: 869.291382
	Iteration 33Q: 3 clusters Score -515520.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -515523.125000 Penalty: 869.291382
	Iteration 34Q: 3 clusters Score -515523.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -515525.593750 Penalty: 869.291382
	Iteration 35Q: 3 clusters Score -515525.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -515526.687500 Penalty: 869.291382
	Iteration 36Q: 3 clusters Score -515526.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -515526.781250 Penalty: 869.291382
	Iteration 37Q: 3 clusters Score -515526.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -515526.781250 Penalty: 869.291382
	Iteration 38F: 3 clusters Score -515526.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -15423.253906 Penalty: 282.123169
	Iteration 0F: 2 clusters Score -15423.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -14952.290039 Penalty: 564.246338
	Iteration 0F: 3 clusters Score -14952.29 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -15083.972656 Penalty: 564.246338
	Iteration 1F: 3 clusters Score -15083.97 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -15118.642578 Penalty: 564.246338
	Iteration 2F: 3 clusters Score -15118.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -15130.833008 Penalty: 564.246338
	Iteration 3Q: 3 clusters Score -15130.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -15140.602539 Penalty: 564.246338
	Iteration 4Q: 3 clusters Score -15140.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -15156.576172 Penalty: 564.246338
	Iteration 5Q: 3 clusters Score -15156.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -15168.391602 Penalty: 564.246338
	Iteration 6Q: 3 clusters Score -15168.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -15186.879883 Penalty: 564.246338
	Iteration 7Q: 3 clusters Score -15186.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -15193.195312 Penalty: 564.246338
	Iteration 8Q: 3 clusters Score -15193.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -15196.764648 Penalty: 564.246338
	Iteration 9Q: 3 clusters Score -15196.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -15198.814453 Penalty: 564.246338
	Iteration 10Q: 3 clusters Score -15198.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -15199.886719 Penalty: 564.246338
	Iteration 11Q: 3 clusters Score -15199.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -15200.219727 Penalty: 564.246338
	Iteration 12Q: 3 clusters Score -15200.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -15200.219727 Penalty: 564.246338
	Iteration 13F: 3 clusters Score -15200.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Entering Unmasked Estep 
Score: -158116.734375 Penalty: 380.297974
	Iteration 0F: 2 clusters Score -158116.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -155211.875000 Penalty: 760.595947
	Iteration 0F: 3 clusters Score -155211.9 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -156277.703125 Penalty: 760.595947
	Iteration 1F: 3 clusters Score -156277.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -156577.125000 Penalty: 760.595947
	Iteration 2F: 3 clusters Score -156577.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -156944.375000 Penalty: 760.595947
	Iteration 3F: 3 clusters Score -156944.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -157266.046875 Penalty: 760.595947
	Iteration 4F: 3 clusters Score -157266 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -157528.093750 Penalty: 760.595947
	Iteration 5F: 3 clusters Score -157528.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -157719.468750 Penalty: 760.595947
	Iteration 6F: 3 clusters Score -157719.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -157822.562500 Penalty: 760.595947
	Iteration 7Q: 3 clusters Score -157822.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -157894.125000 Penalty: 760.595947
	Iteration 8Q: 3 clusters Score -157894.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -157971.796875 Penalty: 760.595947
	Iteration 9Q: 3 clusters Score -157971.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -158022.812500 Penalty: 760.595947
	Iteration 10Q: 3 clusters Score -158022.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -158035.796875 Penalty: 760.595947
	Iteration 11Q: 3 clusters Score -158035.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -158045.609375 Penalty: 760.595947
	Iteration 12Q: 3 clusters Score -158045.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -158053.546875 Penalty: 760.595947
	Iteration 13Q: 3 clusters Score -158053.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -158060.531250 Penalty: 760.595947
	Iteration 14Q: 3 clusters Score -158060.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -158065.218750 Penalty: 760.595947
	Iteration 15Q: 3 clusters Score -158065.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -158069.140625 Penalty: 760.595947
	Iteration 16Q: 3 clusters Score -158069.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -158071.109375 Penalty: 760.595947
	Iteration 17Q: 3 clusters Score -158071.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -158073.218750 Penalty: 760.595947
	Iteration 18Q: 3 clusters Score -158073.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -158077.703125 Penalty: 760.595947
	Iteration 19Q: 3 clusters Score -158077.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -158081.000000 Penalty: 760.595947
	Iteration 20F: 3 clusters Score -158081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -158084.390625 Penalty: 760.595947
	Iteration 21Q: 3 clusters Score -158084.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -158086.921875 Penalty: 760.595947
	Iteration 22Q: 3 clusters Score -158086.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -158087.484375 Penalty: 760.595947
	Iteration 23Q: 3 clusters Score -158087.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -158088.250000 Penalty: 760.595947
	Iteration 24Q: 3 clusters Score -158088.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -158089.046875 Penalty: 760.595947
	Iteration 25Q: 3 clusters Score -158089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -158089.328125 Penalty: 760.595947
	Iteration 26Q: 3 clusters Score -158089.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -158089.703125 Penalty: 760.595947
	Iteration 27Q: 3 clusters Score -158089.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -158089.671875 Penalty: 760.595947
	Iteration 28Q: 3 clusters Score -158089.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -158089.828125 Penalty: 760.595947
	Iteration 29Q: 3 clusters Score -158089.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -158090.062500 Penalty: 760.595947
	Iteration 30Q: 3 clusters Score -158090.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -158090.156250 Penalty: 760.595947
	Iteration 31Q: 3 clusters Score -158090.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -158090.578125 Penalty: 760.595947
	Iteration 32Q: 3 clusters Score -158090.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -158090.578125 Penalty: 760.595947
	Iteration 33F: 3 clusters Score -158090.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Entering Unmasked Estep 
Score: -125180.859375 Penalty: 371.769196
	Iteration 0F: 2 clusters Score -125180.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -122729.828125 Penalty: 743.538391
	Iteration 0F: 3 clusters Score -122729.8 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -123759.125000 Penalty: 743.538391
	Iteration 1F: 3 clusters Score -123759.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -124036.968750 Penalty: 743.538391
	Iteration 2F: 3 clusters Score -124037 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -124257.804688 Penalty: 743.538391
	Iteration 3F: 3 clusters Score -124257.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -124375.359375 Penalty: 743.538391
	Iteration 4F: 3 clusters Score -124375.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -124436.289062 Penalty: 743.538391
	Iteration 5Q: 3 clusters Score -124436.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -124473.929688 Penalty: 743.538391
	Iteration 6Q: 3 clusters Score -124473.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -124502.539062 Penalty: 743.538391
	Iteration 7Q: 3 clusters Score -124502.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -124526.867188 Penalty: 743.538391
	Iteration 8Q: 3 clusters Score -124526.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -124543.617188 Penalty: 743.538391
	Iteration 9Q: 3 clusters Score -124543.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -124552.640625 Penalty: 743.538391
	Iteration 10Q: 3 clusters Score -124552.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -124559.804688 Penalty: 743.538391
	Iteration 11Q: 3 clusters Score -124559.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -124565.453125 Penalty: 743.538391
	Iteration 12Q: 3 clusters Score -124565.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -124569.898438 Penalty: 743.538391
	Iteration 13Q: 3 clusters Score -124569.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -124573.382812 Penalty: 743.538391
	Iteration 14Q: 3 clusters Score -124573.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -124577.453125 Penalty: 743.538391
	Iteration 15Q: 3 clusters Score -124577.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -124580.867188 Penalty: 743.538391
	Iteration 16Q: 3 clusters Score -124580.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -124583.945312 Penalty: 743.538391
	Iteration 17Q: 3 clusters Score -124583.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -124587.359375 Penalty: 743.538391
	Iteration 18Q: 3 clusters Score -124587.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -124591.210938 Penalty: 743.538391
	Iteration 19Q: 3 clusters Score -124591.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -124593.679688 Penalty: 743.538391
	Iteration 20F: 3 clusters Score -124593.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -124596.351562 Penalty: 743.538391
	Iteration 21Q: 3 clusters Score -124596.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -124600.710938 Penalty: 743.538391
	Iteration 22Q: 3 clusters Score -124600.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -124603.093750 Penalty: 743.538391
	Iteration 23Q: 3 clusters Score -124603.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -124604.820312 Penalty: 743.538391
	Iteration 24Q: 3 clusters Score -124604.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -124605.984375 Penalty: 743.538391
	Iteration 25Q: 3 clusters Score -124606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -124606.367188 Penalty: 743.538391
	Iteration 26Q: 3 clusters Score -124606.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -124606.945312 Penalty: 743.538391
	Iteration 27Q: 3 clusters Score -124606.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -124606.953125 Penalty: 743.538391
	Iteration 28Q: 3 clusters Score -124607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -124606.953125 Penalty: 743.538391
	Iteration 29F: 3 clusters Score -124607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Entering Unmasked Estep 
Score: -252400.359375 Penalty: 404.262360
	Iteration 0F: 2 clusters Score -252400.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -247617.750000 Penalty: 808.524719
	Iteration 0F: 3 clusters Score -247617.8 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -249506.640625 Penalty: 808.524719
	Iteration 1F: 3 clusters Score -249506.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -249685.718750 Penalty: 808.524719
	Iteration 2F: 3 clusters Score -249685.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -249846.500000 Penalty: 808.524719
	Iteration 3F: 3 clusters Score -249846.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -250046.671875 Penalty: 808.524719
	Iteration 4F: 3 clusters Score -250046.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -250330.593750 Penalty: 808.524719
	Iteration 5F: 3 clusters Score -250330.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -250637.437500 Penalty: 808.524719
	Iteration 6F: 3 clusters Score -250637.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -250966.640625 Penalty: 808.524719
	Iteration 7F: 3 clusters Score -250966.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -251247.531250 Penalty: 808.524719
	Iteration 8Q: 3 clusters Score -251247.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -251462.640625 Penalty: 808.524719
	Iteration 9Q: 3 clusters Score -251462.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -251650.187500 Penalty: 808.524719
	Iteration 10Q: 3 clusters Score -251650.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -251790.312500 Penalty: 808.524719
	Iteration 11Q: 3 clusters Score -251790.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -251877.265625 Penalty: 808.524719
	Iteration 12Q: 3 clusters Score -251877.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -251922.718750 Penalty: 808.524719
	Iteration 13Q: 3 clusters Score -251922.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -251955.437500 Penalty: 808.524719
	Iteration 14Q: 3 clusters Score -251955.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -251990.609375 Penalty: 808.524719
	Iteration 15Q: 3 clusters Score -251990.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -252018.343750 Penalty: 808.524719
	Iteration 16Q: 3 clusters Score -252018.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -252034.718750 Penalty: 808.524719
	Iteration 17Q: 3 clusters Score -252034.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -252044.000000 Penalty: 808.524719
	Iteration 18Q: 3 clusters Score -252044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -252058.093750 Penalty: 808.524719
	Iteration 19Q: 3 clusters Score -252058.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -252067.875000 Penalty: 808.524719
	Iteration 20F: 3 clusters Score -252067.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -252078.421875 Penalty: 808.524719
	Iteration 21Q: 3 clusters Score -252078.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -252086.765625 Penalty: 808.524719
	Iteration 22Q: 3 clusters Score -252086.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -252091.968750 Penalty: 808.524719
	Iteration 23Q: 3 clusters Score -252092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -252096.625000 Penalty: 808.524719
	Iteration 24Q: 3 clusters Score -252096.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -252096.562500 Penalty: 808.524719
	Iteration 25Q: 3 clusters Score -252096.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -252097.375000 Penalty: 808.524719
	Iteration 26Q: 3 clusters Score -252097.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -252098.218750 Penalty: 808.524719
	Iteration 27Q: 3 clusters Score -252098.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -252100.218750 Penalty: 808.524719
	Iteration 28Q: 3 clusters Score -252100.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -252103.812500 Penalty: 808.524719
	Iteration 29Q: 3 clusters Score -252103.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -252106.093750 Penalty: 808.524719
	Iteration 30Q: 3 clusters Score -252106.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -252108.156250 Penalty: 808.524719
	Iteration 31Q: 3 clusters Score -252108.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -252110.656250 Penalty: 808.524719
	Iteration 32Q: 3 clusters Score -252110.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -252114.734375 Penalty: 808.524719
	Iteration 33Q: 3 clusters Score -252114.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -252115.453125 Penalty: 808.524719
	Iteration 34Q: 3 clusters Score -252115.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -252115.625000 Penalty: 808.524719
	Iteration 35Q: 3 clusters Score -252115.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -252115.625000 Penalty: 808.524719
	Iteration 36F: 3 clusters Score -252115.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (558840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558840 members 
Entering Unmasked Estep 
Score: -21565298.000000 Penalty: 602.129639
	Iteration 0F: 2 clusters Score -2.15653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279730 members 
Mstep: Class 2 contains 279110 members 
Entering Unmasked Estep 
Score: -21213516.000000 Penalty: 1204.259277
	Iteration 0F: 3 clusters Score -2.121352e+07 nChanged 276836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287166 members 
Mstep: Class 2 contains 271674 members 
Entering Unmasked Estep 
Score: -21384254.000000 Penalty: 1204.259277
	Iteration 1F: 3 clusters Score -2.138425e+07 nChanged 19192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289568 members 
Mstep: Class 2 contains 269272 members 
Entering Unmasked Estep 
Score: -21390468.000000 Penalty: 1204.259277
	Iteration 2Q: 3 clusters Score -2.139047e+07 nChanged 23011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293525 members 
Mstep: Class 2 contains 265315 members 
Entering Unmasked Estep 
Score: -21400434.000000 Penalty: 1204.259277
	Iteration 3Q: 3 clusters Score -2.140043e+07 nChanged 27824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299509 members 
Mstep: Class 2 contains 259331 members 
Entering Unmasked Estep 
Score: -21415540.000000 Penalty: 1204.259277
	Iteration 4Q: 3 clusters Score -2.141554e+07 nChanged 32316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307511 members 
Mstep: Class 2 contains 251329 members 
Entering Unmasked Estep 
Score: -21437350.000000 Penalty: 1204.259277
	Iteration 5F: 3 clusters Score -2.143735e+07 nChanged 35375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316332 members 
Mstep: Class 2 contains 242508 members 
Entering Unmasked Estep 
Score: -21462494.000000 Penalty: 1204.259277
	Iteration 6F: 3 clusters Score -2.146249e+07 nChanged 33723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324915 members 
Mstep: Class 2 contains 233925 members 
Entering Unmasked Estep 
Score: -21483364.000000 Penalty: 1204.259277
	Iteration 7F: 3 clusters Score -2.148336e+07 nChanged 26017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331648 members 
Mstep: Class 2 contains 227192 members 
Entering Unmasked Estep 
Score: -21493140.000000 Penalty: 1204.259277
	Iteration 8Q: 3 clusters Score -2.149314e+07 nChanged 16732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337880 members 
Mstep: Class 2 contains 220960 members 
Entering Unmasked Estep 
Score: -21496050.000000 Penalty: 1204.259277
	Iteration 9Q: 3 clusters Score -2.149605e+07 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344897 members 
Mstep: Class 2 contains 213943 members 
Entering Unmasked Estep 
Score: -21496964.000000 Penalty: 1204.259277
	Iteration 10Q: 3 clusters Score -2.149696e+07 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353261 members 
Mstep: Class 2 contains 205579 members 
Entering Unmasked Estep 
Score: -21496988.000000 Penalty: 1204.259277
	Iteration 11Q: 3 clusters Score -2.149699e+07 nChanged 10644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363077 members 
Mstep: Class 2 contains 195763 members 
Entering Unmasked Estep 
Score: -21496848.000000 Penalty: 1204.259277
	Iteration 12Q: 3 clusters Score -2.149685e+07 nChanged 12152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374349 members 
Mstep: Class 2 contains 184491 members 
Entering Unmasked Estep 
Score: -21496794.000000 Penalty: 1204.259277
	Iteration 13Q: 3 clusters Score -2.149679e+07 nChanged 13547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386758 members 
Mstep: Class 2 contains 172082 members 
Entering Unmasked Estep 
Score: -21496152.000000 Penalty: 1204.259277
	Iteration 14Q: 3 clusters Score -2.149615e+07 nChanged 14522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399478 members 
Mstep: Class 2 contains 159362 members 
Entering Unmasked Estep 
Score: -21496384.000000 Penalty: 1204.259277
	Iteration 15Q: 3 clusters Score -2.149638e+07 nChanged 14779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412027 members 
Mstep: Class 2 contains 146813 members 
Entering Unmasked Estep 
Score: -21496378.000000 Penalty: 1204.259277
	Iteration 16Q: 3 clusters Score -2.149638e+07 nChanged 14686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423925 members 
Mstep: Class 2 contains 134915 members 
Entering Unmasked Estep 
Score: -21495884.000000 Penalty: 1204.259277
	Iteration 17Q: 3 clusters Score -2.149588e+07 nChanged 14102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434667 members 
Mstep: Class 2 contains 124173 members 
Entering Unmasked Estep 
Score: -21495026.000000 Penalty: 1204.259277
	Iteration 18Q: 3 clusters Score -2.149503e+07 nChanged 13177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444094 members 
Mstep: Class 2 contains 114746 members 
Entering Unmasked Estep 
Score: -21493608.000000 Penalty: 1204.259277
	Iteration 19Q: 3 clusters Score -2.149361e+07 nChanged 11751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451693 members 
Mstep: Class 2 contains 107147 members 
Entering Unmasked Estep 
Score: -21492418.000000 Penalty: 1204.259277
	Iteration 20F: 3 clusters Score -2.149242e+07 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457777 members 
Mstep: Class 2 contains 101063 members 
Entering Unmasked Estep 
Score: -21491604.000000 Penalty: 1204.259277
	Iteration 21Q: 3 clusters Score -2.14916e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462466 members 
Mstep: Class 2 contains 96374 members 
Entering Unmasked Estep 
Score: -21490796.000000 Penalty: 1204.259277
	Iteration 22Q: 3 clusters Score -2.14908e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465957 members 
Mstep: Class 2 contains 92883 members 
Entering Unmasked Estep 
Score: -21489942.000000 Penalty: 1204.259277
	Iteration 23Q: 3 clusters Score -2.148994e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468525 members 
Mstep: Class 2 contains 90315 members 
Entering Unmasked Estep 
Score: -21489176.000000 Penalty: 1204.259277
	Iteration 24Q: 3 clusters Score -2.148918e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470452 members 
Mstep: Class 2 contains 88388 members 
Entering Unmasked Estep 
Score: -21488440.000000 Penalty: 1204.259277
	Iteration 25Q: 3 clusters Score -2.148844e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471952 members 
Mstep: Class 2 contains 86888 members 
Entering Unmasked Estep 
Score: -21487988.000000 Penalty: 1204.259277
	Iteration 26Q: 3 clusters Score -2.148799e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473031 members 
Mstep: Class 2 contains 85809 members 
Entering Unmasked Estep 
Score: -21487630.000000 Penalty: 1204.259277
	Iteration 27Q: 3 clusters Score -2.148763e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473553 members 
Mstep: Class 2 contains 85287 members 
Entering Unmasked Estep 
Score: -21487096.000000 Penalty: 1204.259277
	Iteration 28Q: 3 clusters Score -2.14871e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473685 members 
Mstep: Class 2 contains 85155 members 
Entering Unmasked Estep 
Score: -21486622.000000 Penalty: 1204.259277
	Iteration 29Q: 3 clusters Score -2.148662e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473570 members 
Mstep: Class 2 contains 85270 members 
Entering Unmasked Estep 
Score: -21486202.000000 Penalty: 1204.259277
	Iteration 30Q: 3 clusters Score -2.14862e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473277 members 
Mstep: Class 2 contains 85563 members 
Entering Unmasked Estep 
Score: -21485962.000000 Penalty: 1204.259277
	Iteration 31Q: 3 clusters Score -2.148596e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472673 members 
Mstep: Class 2 contains 86167 members 
Entering Unmasked Estep 
Score: -21485394.000000 Penalty: 1204.259277
	Iteration 32Q: 3 clusters Score -2.148539e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471842 members 
Mstep: Class 2 contains 86998 members 
Entering Unmasked Estep 
Score: -21484862.000000 Penalty: 1204.259277
	Iteration 33Q: 3 clusters Score -2.148486e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470808 members 
Mstep: Class 2 contains 88032 members 
Entering Unmasked Estep 
Score: -21484450.000000 Penalty: 1204.259277
	Iteration 34Q: 3 clusters Score -2.148445e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469539 members 
Mstep: Class 2 contains 89301 members 
Entering Unmasked Estep 
Score: -21483922.000000 Penalty: 1204.259277
	Iteration 35Q: 3 clusters Score -2.148392e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468067 members 
Mstep: Class 2 contains 90773 members 
Entering Unmasked Estep 
Score: -21483406.000000 Penalty: 1204.259277
	Iteration 36Q: 3 clusters Score -2.148341e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466415 members 
Mstep: Class 2 contains 92425 members 
Entering Unmasked Estep 
Score: -21482910.000000 Penalty: 1204.259277
	Iteration 37Q: 3 clusters Score -2.148291e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464706 members 
Mstep: Class 2 contains 94134 members 
Entering Unmasked Estep 
Score: -21482492.000000 Penalty: 1204.259277
	Iteration 38Q: 3 clusters Score -2.148249e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462806 members 
Mstep: Class 2 contains 96034 members 
Entering Unmasked Estep 
Score: -21481920.000000 Penalty: 1204.259277
	Iteration 39Q: 3 clusters Score -2.148192e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460695 members 
Mstep: Class 2 contains 98145 members 
Entering Unmasked Estep 
Score: -21481836.000000 Penalty: 1204.259277
	Iteration 40F: 3 clusters Score -2.148184e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457694 members 
Mstep: Class 2 contains 101146 members 
Entering Unmasked Estep 
Score: -21480868.000000 Penalty: 1204.259277
	Iteration 41Q: 3 clusters Score -2.148087e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454405 members 
Mstep: Class 2 contains 104435 members 
Entering Unmasked Estep 
Score: -21480378.000000 Penalty: 1204.259277
	Iteration 42Q: 3 clusters Score -2.148038e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450608 members 
Mstep: Class 2 contains 108232 members 
Entering Unmasked Estep 
Score: -21480094.000000 Penalty: 1204.259277
	Iteration 43Q: 3 clusters Score -2.148009e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446284 members 
Mstep: Class 2 contains 112556 members 
Entering Unmasked Estep 
Score: -21479670.000000 Penalty: 1204.259277
	Iteration 44Q: 3 clusters Score -2.147967e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441383 members 
Mstep: Class 2 contains 117457 members 
Entering Unmasked Estep 
Score: -21479202.000000 Penalty: 1204.259277
	Iteration 45Q: 3 clusters Score -2.14792e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435814 members 
Mstep: Class 2 contains 123026 members 
Entering Unmasked Estep 
Score: -21478252.000000 Penalty: 1204.259277
	Iteration 46Q: 3 clusters Score -2.147825e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429752 members 
Mstep: Class 2 contains 129088 members 
Entering Unmasked Estep 
Score: -21478146.000000 Penalty: 1204.259277
	Iteration 47Q: 3 clusters Score -2.147815e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423265 members 
Mstep: Class 2 contains 135575 members 
Entering Unmasked Estep 
Score: -21478008.000000 Penalty: 1204.259277
	Iteration 48Q: 3 clusters Score -2.147801e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415819 members 
Mstep: Class 2 contains 143021 members 
Entering Unmasked Estep 
Score: -21478220.000000 Penalty: 1204.259277
	Iteration 49Q: 3 clusters Score -2.147822e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407964 members 
Mstep: Class 2 contains 150876 members 
Entering Unmasked Estep 
Score: -21478608.000000 Penalty: 1204.259277
	Iteration 50Q: 3 clusters Score -2.147861e+07 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399213 members 
Mstep: Class 2 contains 159627 members 
Entering Unmasked Estep 
Score: -21480438.000000 Penalty: 1204.259277
	Iteration 51Q: 3 clusters Score -2.148044e+07 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389703 members 
Mstep: Class 2 contains 169137 members 
Entering Unmasked Estep 
Score: -21483524.000000 Penalty: 1204.259277
	Iteration 52Q: 3 clusters Score -2.148352e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380286 members 
Mstep: Class 2 contains 178554 members 
Entering Unmasked Estep 
Score: -21486532.000000 Penalty: 1204.259277
	Iteration 53Q: 3 clusters Score -2.148653e+07 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371231 members 
Mstep: Class 2 contains 187609 members 
Entering Unmasked Estep 
Score: -21489642.000000 Penalty: 1204.259277
	Iteration 54Q: 3 clusters Score -2.148964e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362925 members 
Mstep: Class 2 contains 195915 members 
Entering Unmasked Estep 
Score: -21491350.000000 Penalty: 1204.259277
	Iteration 55Q: 3 clusters Score -2.149135e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355361 members 
Mstep: Class 2 contains 203479 members 
Entering Unmasked Estep 
Score: -21492682.000000 Penalty: 1204.259277
	Iteration 56Q: 3 clusters Score -2.149268e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348714 members 
Mstep: Class 2 contains 210126 members 
Entering Unmasked Estep 
Score: -21493378.000000 Penalty: 1204.259277
	Iteration 57Q: 3 clusters Score -2.149338e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342559 members 
Mstep: Class 2 contains 216281 members 
Entering Unmasked Estep 
Score: -21494158.000000 Penalty: 1204.259277
	Iteration 58Q: 3 clusters Score -2.149416e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337292 members 
Mstep: Class 2 contains 221548 members 
Entering Unmasked Estep 
Score: -21494654.000000 Penalty: 1204.259277
	Iteration 59Q: 3 clusters Score -2.149465e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332715 members 
Mstep: Class 2 contains 226125 members 
Entering Unmasked Estep 
Score: -21495168.000000 Penalty: 1204.259277
	Iteration 60F: 3 clusters Score -2.149517e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328347 members 
Mstep: Class 2 contains 230493 members 
Entering Unmasked Estep 
Score: -21495458.000000 Penalty: 1204.259277
	Iteration 61Q: 3 clusters Score -2.149546e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324392 members 
Mstep: Class 2 contains 234448 members 
Entering Unmasked Estep 
Score: -21495790.000000 Penalty: 1204.259277
	Iteration 62Q: 3 clusters Score -2.149579e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321108 members 
Mstep: Class 2 contains 237732 members 
Entering Unmasked Estep 
Score: -21496260.000000 Penalty: 1204.259277
	Iteration 63Q: 3 clusters Score -2.149626e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318062 members 
Mstep: Class 2 contains 240778 members 
Entering Unmasked Estep 
Score: -21496542.000000 Penalty: 1204.259277
	Iteration 64Q: 3 clusters Score -2.149654e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315515 members 
Mstep: Class 2 contains 243325 members 
Entering Unmasked Estep 
Score: -21496734.000000 Penalty: 1204.259277
	Iteration 65Q: 3 clusters Score -2.149673e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313290 members 
Mstep: Class 2 contains 245550 members 
Entering Unmasked Estep 
Score: -21497068.000000 Penalty: 1204.259277
	Iteration 66Q: 3 clusters Score -2.149707e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311458 members 
Mstep: Class 2 contains 247382 members 
Entering Unmasked Estep 
Score: -21497246.000000 Penalty: 1204.259277
	Iteration 67Q: 3 clusters Score -2.149725e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309820 members 
Mstep: Class 2 contains 249020 members 
Entering Unmasked Estep 
Score: -21497412.000000 Penalty: 1204.259277
	Iteration 68Q: 3 clusters Score -2.149741e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308506 members 
Mstep: Class 2 contains 250334 members 
Entering Unmasked Estep 
Score: -21497490.000000 Penalty: 1204.259277
	Iteration 69Q: 3 clusters Score -2.149749e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307508 members 
Mstep: Class 2 contains 251332 members 
Entering Unmasked Estep 
Score: -21497540.000000 Penalty: 1204.259277
	Iteration 70Q: 3 clusters Score -2.149754e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306890 members 
Mstep: Class 2 contains 251950 members 
Entering Unmasked Estep 
Score: -21497654.000000 Penalty: 1204.259277
	Iteration 71Q: 3 clusters Score -2.149765e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306484 members 
Mstep: Class 2 contains 252356 members 
Entering Unmasked Estep 
Score: -21497728.000000 Penalty: 1204.259277
	Iteration 72Q: 3 clusters Score -2.149773e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306238 members 
Mstep: Class 2 contains 252602 members 
Entering Unmasked Estep 
Score: -21497852.000000 Penalty: 1204.259277
	Iteration 73Q: 3 clusters Score -2.149785e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306048 members 
Mstep: Class 2 contains 252792 members 
Entering Unmasked Estep 
Score: -21497918.000000 Penalty: 1204.259277
	Iteration 74Q: 3 clusters Score -2.149792e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305876 members 
Mstep: Class 2 contains 252964 members 
Entering Unmasked Estep 
Score: -21497934.000000 Penalty: 1204.259277
	Iteration 75Q: 3 clusters Score -2.149793e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305748 members 
Mstep: Class 2 contains 253092 members 
Entering Unmasked Estep 
Score: -21498006.000000 Penalty: 1204.259277
	Iteration 76Q: 3 clusters Score -2.149801e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305651 members 
Mstep: Class 2 contains 253189 members 
Entering Unmasked Estep 
Score: -21498070.000000 Penalty: 1204.259277
	Iteration 77Q: 3 clusters Score -2.149807e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305624 members 
Mstep: Class 2 contains 253216 members 
Entering Unmasked Estep 
Score: -21498028.000000 Penalty: 1204.259277
	Iteration 78Q: 3 clusters Score -2.149803e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305601 members 
Mstep: Class 2 contains 253239 members 
Entering Unmasked Estep 
Score: -21498092.000000 Penalty: 1204.259277
	Iteration 79Q: 3 clusters Score -2.149809e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305652 members 
Mstep: Class 2 contains 253188 members 
Entering Unmasked Estep 
Score: -21498150.000000 Penalty: 1204.259277
	Iteration 80F: 3 clusters Score -2.149815e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305643 members 
Mstep: Class 2 contains 253197 members 
Entering Unmasked Estep 
Score: -21498224.000000 Penalty: 1204.259277
	Iteration 81Q: 3 clusters Score -2.149822e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305687 members 
Mstep: Class 2 contains 253153 members 
Entering Unmasked Estep 
Score: -21498284.000000 Penalty: 1204.259277
	Iteration 82Q: 3 clusters Score -2.149828e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305740 members 
Mstep: Class 2 contains 253100 members 
Entering Unmasked Estep 
Score: -21498292.000000 Penalty: 1204.259277
	Iteration 83Q: 3 clusters Score -2.149829e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305784 members 
Mstep: Class 2 contains 253056 members 
Entering Unmasked Estep 
Score: -21498370.000000 Penalty: 1204.259277
	Iteration 84Q: 3 clusters Score -2.149837e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305760 members 
Mstep: Class 2 contains 253080 members 
Entering Unmasked Estep 
Score: -21498376.000000 Penalty: 1204.259277
	Iteration 85Q: 3 clusters Score -2.149838e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305744 members 
Mstep: Class 2 contains 253096 members 
Entering Unmasked Estep 
Score: -21498460.000000 Penalty: 1204.259277
	Iteration 86Q: 3 clusters Score -2.149846e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305719 members 
Mstep: Class 2 contains 253121 members 
Entering Unmasked Estep 
Score: -21498444.000000 Penalty: 1204.259277
	Iteration 87Q: 3 clusters Score -2.149844e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305737 members 
Mstep: Class 2 contains 253103 members 
Entering Unmasked Estep 
Score: -21498428.000000 Penalty: 1204.259277
	Iteration 88Q: 3 clusters Score -2.149843e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305721 members 
Mstep: Class 2 contains 253119 members 
Entering Unmasked Estep 
Score: -21498484.000000 Penalty: 1204.259277
	Iteration 89Q: 3 clusters Score -2.149848e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305664 members 
Mstep: Class 2 contains 253176 members 
Entering Unmasked Estep 
Score: -21498510.000000 Penalty: 1204.259277
	Iteration 90Q: 3 clusters Score -2.149851e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305591 members 
Mstep: Class 2 contains 253249 members 
Entering Unmasked Estep 
Score: -21498560.000000 Penalty: 1204.259277
	Iteration 91Q: 3 clusters Score -2.149856e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305523 members 
Mstep: Class 2 contains 253317 members 
Entering Unmasked Estep 
Score: -21498624.000000 Penalty: 1204.259277
	Iteration 92Q: 3 clusters Score -2.149862e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305469 members 
Mstep: Class 2 contains 253371 members 
Entering Unmasked Estep 
Score: -21498606.000000 Penalty: 1204.259277
	Iteration 93Q: 3 clusters Score -2.149861e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305411 members 
Mstep: Class 2 contains 253429 members 
Entering Unmasked Estep 
Score: -21498666.000000 Penalty: 1204.259277
	Iteration 94Q: 3 clusters Score -2.149867e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305334 members 
Mstep: Class 2 contains 253506 members 
Entering Unmasked Estep 
Score: -21498784.000000 Penalty: 1204.259277
	Iteration 95Q: 3 clusters Score -2.149878e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305316 members 
Mstep: Class 2 contains 253524 members 
Entering Unmasked Estep 
Score: -21498756.000000 Penalty: 1204.259277
	Iteration 96Q: 3 clusters Score -2.149876e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305308 members 
Mstep: Class 2 contains 253532 members 
Entering Unmasked Estep 
Score: -21498858.000000 Penalty: 1204.259277
	Iteration 97Q: 3 clusters Score -2.149886e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305318 members 
Mstep: Class 2 contains 253522 members 
Entering Unmasked Estep 
Score: -21498946.000000 Penalty: 1204.259277
	Iteration 98Q: 3 clusters Score -2.149895e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305300 members 
Mstep: Class 2 contains 253540 members 
Entering Unmasked Estep 
Score: -21498896.000000 Penalty: 1204.259277
	Iteration 99Q: 3 clusters Score -2.14989e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305256 members 
Mstep: Class 2 contains 253584 members 
Entering Unmasked Estep 
Score: -21498966.000000 Penalty: 1204.259277
	Iteration 100F: 3 clusters Score -2.149897e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305231 members 
Mstep: Class 2 contains 253609 members 
Entering Unmasked Estep 
Score: -21499020.000000 Penalty: 1204.259277
	Iteration 101Q: 3 clusters Score -2.149902e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305211 members 
Mstep: Class 2 contains 253629 members 
Entering Unmasked Estep 
Score: -21499058.000000 Penalty: 1204.259277
	Iteration 102Q: 3 clusters Score -2.149906e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305216 members 
Mstep: Class 2 contains 253624 members 
Entering Unmasked Estep 
Score: -21499086.000000 Penalty: 1204.259277
	Iteration 103Q: 3 clusters Score -2.149909e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305251 members 
Mstep: Class 2 contains 253589 members 
Entering Unmasked Estep 
Score: -21499130.000000 Penalty: 1204.259277
	Iteration 104Q: 3 clusters Score -2.149913e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305291 members 
Mstep: Class 2 contains 253549 members 
Entering Unmasked Estep 
Score: -21499204.000000 Penalty: 1204.259277
	Iteration 105Q: 3 clusters Score -2.14992e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305362 members 
Mstep: Class 2 contains 253478 members 
Entering Unmasked Estep 
Score: -21499200.000000 Penalty: 1204.259277
	Iteration 106Q: 3 clusters Score -2.14992e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305459 members 
Mstep: Class 2 contains 253381 members 
Entering Unmasked Estep 
Score: -21499180.000000 Penalty: 1204.259277
	Iteration 107Q: 3 clusters Score -2.149918e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305489 members 
Mstep: Class 2 contains 253351 members 
Entering Unmasked Estep 
Score: -21499146.000000 Penalty: 1204.259277
	Iteration 108Q: 3 clusters Score -2.149915e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305499 members 
Mstep: Class 2 contains 253341 members 
Entering Unmasked Estep 
Score: -21499142.000000 Penalty: 1204.259277
	Iteration 109Q: 3 clusters Score -2.149914e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305537 members 
Mstep: Class 2 contains 253303 members 
Entering Unmasked Estep 
Score: -21499180.000000 Penalty: 1204.259277
	Iteration 110Q: 3 clusters Score -2.149918e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305523 members 
Mstep: Class 2 contains 253317 members 
Entering Unmasked Estep 
Score: -21499236.000000 Penalty: 1204.259277
	Iteration 111Q: 3 clusters Score -2.149924e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305533 members 
Mstep: Class 2 contains 253307 members 
Entering Unmasked Estep 
Score: -21499270.000000 Penalty: 1204.259277
	Iteration 112Q: 3 clusters Score -2.149927e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305595 members 
Mstep: Class 2 contains 253245 members 
Entering Unmasked Estep 
Score: -21499230.000000 Penalty: 1204.259277
	Iteration 113Q: 3 clusters Score -2.149923e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305711 members 
Mstep: Class 2 contains 253129 members 
Entering Unmasked Estep 
Score: -21499294.000000 Penalty: 1204.259277
	Iteration 114Q: 3 clusters Score -2.149929e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305803 members 
Mstep: Class 2 contains 253037 members 
Entering Unmasked Estep 
Score: -21499306.000000 Penalty: 1204.259277
	Iteration 115Q: 3 clusters Score -2.149931e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305852 members 
Mstep: Class 2 contains 252988 members 
Entering Unmasked Estep 
Score: -21499312.000000 Penalty: 1204.259277
	Iteration 116Q: 3 clusters Score -2.149931e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305831 members 
Mstep: Class 2 contains 253009 members 
Entering Unmasked Estep 
Score: -21499356.000000 Penalty: 1204.259277
	Iteration 117Q: 3 clusters Score -2.149936e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305780 members 
Mstep: Class 2 contains 253060 members 
Entering Unmasked Estep 
Score: -21499372.000000 Penalty: 1204.259277
	Iteration 118Q: 3 clusters Score -2.149937e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305691 members 
Mstep: Class 2 contains 253149 members 
Entering Unmasked Estep 
Score: -21499380.000000 Penalty: 1204.259277
	Iteration 119Q: 3 clusters Score -2.149938e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305628 members 
Mstep: Class 2 contains 253212 members 
Entering Unmasked Estep 
Score: -21499398.000000 Penalty: 1204.259277
	Iteration 120F: 3 clusters Score -2.14994e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305627 members 
Mstep: Class 2 contains 253213 members 
Entering Unmasked Estep 
Score: -21499438.000000 Penalty: 1204.259277
	Iteration 121Q: 3 clusters Score -2.149944e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305580 members 
Mstep: Class 2 contains 253260 members 
Entering Unmasked Estep 
Score: -21499442.000000 Penalty: 1204.259277
	Iteration 122Q: 3 clusters Score -2.149944e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305569 members 
Mstep: Class 2 contains 253271 members 
Entering Unmasked Estep 
Score: -21499496.000000 Penalty: 1204.259277
	Iteration 123Q: 3 clusters Score -2.14995e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305451 members 
Mstep: Class 2 contains 253389 members 
Entering Unmasked Estep 
Score: -21499586.000000 Penalty: 1204.259277
	Iteration 124Q: 3 clusters Score -2.149959e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305359 members 
Mstep: Class 2 contains 253481 members 
Entering Unmasked Estep 
Score: -21499728.000000 Penalty: 1204.259277
	Iteration 125Q: 3 clusters Score -2.149973e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305248 members 
Mstep: Class 2 contains 253592 members 
Entering Unmasked Estep 
Score: -21499750.000000 Penalty: 1204.259277
	Iteration 126Q: 3 clusters Score -2.149975e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305208 members 
Mstep: Class 2 contains 253632 members 
Entering Unmasked Estep 
Score: -21499714.000000 Penalty: 1204.259277
	Iteration 127Q: 3 clusters Score -2.149971e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305144 members 
Mstep: Class 2 contains 253696 members 
Entering Unmasked Estep 
Score: -21499770.000000 Penalty: 1204.259277
	Iteration 128Q: 3 clusters Score -2.149977e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305121 members 
Mstep: Class 2 contains 253719 members 
Entering Unmasked Estep 
Score: -21499862.000000 Penalty: 1204.259277
	Iteration 129Q: 3 clusters Score -2.149986e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305061 members 
Mstep: Class 2 contains 253779 members 
Entering Unmasked Estep 
Score: -21499874.000000 Penalty: 1204.259277
	Iteration 130Q: 3 clusters Score -2.149987e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305041 members 
Mstep: Class 2 contains 253799 members 
Entering Unmasked Estep 
Score: -21499910.000000 Penalty: 1204.259277
	Iteration 131Q: 3 clusters Score -2.149991e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305017 members 
Mstep: Class 2 contains 253823 members 
Entering Unmasked Estep 
Score: -21499940.000000 Penalty: 1204.259277
	Iteration 132Q: 3 clusters Score -2.149994e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304972 members 
Mstep: Class 2 contains 253868 members 
Entering Unmasked Estep 
Score: -21499988.000000 Penalty: 1204.259277
	Iteration 133Q: 3 clusters Score -2.149999e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304980 members 
Mstep: Class 2 contains 253860 members 
Entering Unmasked Estep 
Score: -21500058.000000 Penalty: 1204.259277
	Iteration 134Q: 3 clusters Score -2.150006e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305024 members 
Mstep: Class 2 contains 253816 members 
Entering Unmasked Estep 
Score: -21500098.000000 Penalty: 1204.259277
	Iteration 135Q: 3 clusters Score -2.15001e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305062 members 
Mstep: Class 2 contains 253778 members 
Entering Unmasked Estep 
Score: -21500190.000000 Penalty: 1204.259277
	Iteration 136Q: 3 clusters Score -2.150019e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305033 members 
Mstep: Class 2 contains 253807 members 
Entering Unmasked Estep 
Score: -21500252.000000 Penalty: 1204.259277
	Iteration 137Q: 3 clusters Score -2.150025e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305061 members 
Mstep: Class 2 contains 253779 members 
Entering Unmasked Estep 
Score: -21500306.000000 Penalty: 1204.259277
	Iteration 138Q: 3 clusters Score -2.150031e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305056 members 
Mstep: Class 2 contains 253784 members 
Entering Unmasked Estep 
Score: -21500352.000000 Penalty: 1204.259277
	Iteration 139Q: 3 clusters Score -2.150035e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305042 members 
Mstep: Class 2 contains 253798 members 
Entering Unmasked Estep 
Score: -21500454.000000 Penalty: 1204.259277
	Iteration 140F: 3 clusters Score -2.150045e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305055 members 
Mstep: Class 2 contains 253785 members 
Entering Unmasked Estep 
Score: -21500532.000000 Penalty: 1204.259277
	Iteration 141Q: 3 clusters Score -2.150053e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304996 members 
Mstep: Class 2 contains 253844 members 
Entering Unmasked Estep 
Score: -21500564.000000 Penalty: 1204.259277
	Iteration 142Q: 3 clusters Score -2.150056e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304949 members 
Mstep: Class 2 contains 253891 members 
Entering Unmasked Estep 
Score: -21500590.000000 Penalty: 1204.259277
	Iteration 143Q: 3 clusters Score -2.150059e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304865 members 
Mstep: Class 2 contains 253975 members 
Entering Unmasked Estep 
Score: -21500692.000000 Penalty: 1204.259277
	Iteration 144Q: 3 clusters Score -2.150069e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304833 members 
Mstep: Class 2 contains 254007 members 
Entering Unmasked Estep 
Score: -21500736.000000 Penalty: 1204.259277
	Iteration 145Q: 3 clusters Score -2.150074e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304801 members 
Mstep: Class 2 contains 254039 members 
Entering Unmasked Estep 
Score: -21500828.000000 Penalty: 1204.259277
	Iteration 146Q: 3 clusters Score -2.150083e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304758 members 
Mstep: Class 2 contains 254082 members 
Entering Unmasked Estep 
Score: -21500824.000000 Penalty: 1204.259277
	Iteration 147Q: 3 clusters Score -2.150082e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304752 members 
Mstep: Class 2 contains 254088 members 
Entering Unmasked Estep 
Score: -21500896.000000 Penalty: 1204.259277
	Iteration 148Q: 3 clusters Score -2.15009e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304772 members 
Mstep: Class 2 contains 254068 members 
Entering Unmasked Estep 
Score: -21500948.000000 Penalty: 1204.259277
	Iteration 149Q: 3 clusters Score -2.150095e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304745 members 
Mstep: Class 2 contains 254095 members 
Entering Unmasked Estep 
Score: -21501046.000000 Penalty: 1204.259277
	Iteration 150Q: 3 clusters Score -2.150105e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304716 members 
Mstep: Class 2 contains 254124 members 
Entering Unmasked Estep 
Score: -21501018.000000 Penalty: 1204.259277
	Iteration 151Q: 3 clusters Score -2.150102e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304711 members 
Mstep: Class 2 contains 254129 members 
Entering Unmasked Estep 
Score: -21501022.000000 Penalty: 1204.259277
	Iteration 152Q: 3 clusters Score -2.150102e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304685 members 
Mstep: Class 2 contains 254155 members 
Entering Unmasked Estep 
Score: -21501078.000000 Penalty: 1204.259277
	Iteration 153Q: 3 clusters Score -2.150108e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304617 members 
Mstep: Class 2 contains 254223 members 
Entering Unmasked Estep 
Score: -21501136.000000 Penalty: 1204.259277
	Iteration 154Q: 3 clusters Score -2.150114e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304522 members 
Mstep: Class 2 contains 254318 members 
Entering Unmasked Estep 
Score: -21501250.000000 Penalty: 1204.259277
	Iteration 155Q: 3 clusters Score -2.150125e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304381 members 
Mstep: Class 2 contains 254459 members 
Entering Unmasked Estep 
Score: -21501260.000000 Penalty: 1204.259277
	Iteration 156Q: 3 clusters Score -2.150126e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304272 members 
Mstep: Class 2 contains 254568 members 
Entering Unmasked Estep 
Score: -21501328.000000 Penalty: 1204.259277
	Iteration 157Q: 3 clusters Score -2.150133e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304192 members 
Mstep: Class 2 contains 254648 members 
Entering Unmasked Estep 
Score: -21501348.000000 Penalty: 1204.259277
	Iteration 158Q: 3 clusters Score -2.150135e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304136 members 
Mstep: Class 2 contains 254704 members 
Entering Unmasked Estep 
Score: -21501430.000000 Penalty: 1204.259277
	Iteration 159Q: 3 clusters Score -2.150143e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304059 members 
Mstep: Class 2 contains 254781 members 
Entering Unmasked Estep 
Score: -21501470.000000 Penalty: 1204.259277
	Iteration 160F: 3 clusters Score -2.150147e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304040 members 
Mstep: Class 2 contains 254800 members 
Entering Unmasked Estep 
Score: -21501518.000000 Penalty: 1204.259277
	Iteration 161Q: 3 clusters Score -2.150152e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304059 members 
Mstep: Class 2 contains 254781 members 
Entering Unmasked Estep 
Score: -21501554.000000 Penalty: 1204.259277
	Iteration 162Q: 3 clusters Score -2.150155e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304037 members 
Mstep: Class 2 contains 254803 members 
Entering Unmasked Estep 
Score: -21501562.000000 Penalty: 1204.259277
	Iteration 163Q: 3 clusters Score -2.150156e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303979 members 
Mstep: Class 2 contains 254861 members 
Entering Unmasked Estep 
Score: -21501678.000000 Penalty: 1204.259277
	Iteration 164Q: 3 clusters Score -2.150168e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303999 members 
Mstep: Class 2 contains 254841 members 
Entering Unmasked Estep 
Score: -21501726.000000 Penalty: 1204.259277
	Iteration 165Q: 3 clusters Score -2.150173e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303972 members 
Mstep: Class 2 contains 254868 members 
Entering Unmasked Estep 
Score: -21501780.000000 Penalty: 1204.259277
	Iteration 166Q: 3 clusters Score -2.150178e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303974 members 
Mstep: Class 2 contains 254866 members 
Entering Unmasked Estep 
Score: -21501820.000000 Penalty: 1204.259277
	Iteration 167Q: 3 clusters Score -2.150182e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303949 members 
Mstep: Class 2 contains 254891 members 
Entering Unmasked Estep 
Score: -21501916.000000 Penalty: 1204.259277
	Iteration 168Q: 3 clusters Score -2.150192e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303933 members 
Mstep: Class 2 contains 254907 members 
Entering Unmasked Estep 
Score: -21501978.000000 Penalty: 1204.259277
	Iteration 169Q: 3 clusters Score -2.150198e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303848 members 
Mstep: Class 2 contains 254992 members 
Entering Unmasked Estep 
Score: -21502058.000000 Penalty: 1204.259277
	Iteration 170Q: 3 clusters Score -2.150206e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303725 members 
Mstep: Class 2 contains 255115 members 
Entering Unmasked Estep 
Score: -21502126.000000 Penalty: 1204.259277
	Iteration 171Q: 3 clusters Score -2.150213e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303585 members 
Mstep: Class 2 contains 255255 members 
Entering Unmasked Estep 
Score: -21502146.000000 Penalty: 1204.259277
	Iteration 172Q: 3 clusters Score -2.150215e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303464 members 
Mstep: Class 2 contains 255376 members 
Entering Unmasked Estep 
Score: -21502152.000000 Penalty: 1204.259277
	Iteration 173Q: 3 clusters Score -2.150215e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303361 members 
Mstep: Class 2 contains 255479 members 
Entering Unmasked Estep 
Score: -21502224.000000 Penalty: 1204.259277
	Iteration 174Q: 3 clusters Score -2.150222e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303224 members 
Mstep: Class 2 contains 255616 members 
Entering Unmasked Estep 
Score: -21502400.000000 Penalty: 1204.259277
	Iteration 175Q: 3 clusters Score -2.15024e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303120 members 
Mstep: Class 2 contains 255720 members 
Entering Unmasked Estep 
Score: -21502378.000000 Penalty: 1204.259277
	Iteration 176Q: 3 clusters Score -2.150238e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302971 members 
Mstep: Class 2 contains 255869 members 
Entering Unmasked Estep 
Score: -21502448.000000 Penalty: 1204.259277
	Iteration 177Q: 3 clusters Score -2.150245e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302813 members 
Mstep: Class 2 contains 256027 members 
Entering Unmasked Estep 
Score: -21502494.000000 Penalty: 1204.259277
	Iteration 178Q: 3 clusters Score -2.150249e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302637 members 
Mstep: Class 2 contains 256203 members 
Entering Unmasked Estep 
Score: -21502510.000000 Penalty: 1204.259277
	Iteration 179Q: 3 clusters Score -2.150251e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302439 members 
Mstep: Class 2 contains 256401 members 
Entering Unmasked Estep 
Score: -21502586.000000 Penalty: 1204.259277
	Iteration 180F: 3 clusters Score -2.150259e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302214 members 
Mstep: Class 2 contains 256626 members 
Entering Unmasked Estep 
Score: -21502646.000000 Penalty: 1204.259277
	Iteration 181Q: 3 clusters Score -2.150265e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302016 members 
Mstep: Class 2 contains 256824 members 
Entering Unmasked Estep 
Score: -21502666.000000 Penalty: 1204.259277
	Iteration 182Q: 3 clusters Score -2.150267e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301803 members 
Mstep: Class 2 contains 257037 members 
Entering Unmasked Estep 
Score: -21502664.000000 Penalty: 1204.259277
	Iteration 183Q: 3 clusters Score -2.150266e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301671 members 
Mstep: Class 2 contains 257169 members 
Entering Unmasked Estep 
Score: -21502740.000000 Penalty: 1204.259277
	Iteration 184Q: 3 clusters Score -2.150274e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301546 members 
Mstep: Class 2 contains 257294 members 
Entering Unmasked Estep 
Score: -21502770.000000 Penalty: 1204.259277
	Iteration 185Q: 3 clusters Score -2.150277e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301424 members 
Mstep: Class 2 contains 257416 members 
Entering Unmasked Estep 
Score: -21502842.000000 Penalty: 1204.259277
	Iteration 186Q: 3 clusters Score -2.150284e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301321 members 
Mstep: Class 2 contains 257519 members 
Entering Unmasked Estep 
Score: -21502950.000000 Penalty: 1204.259277
	Iteration 187Q: 3 clusters Score -2.150295e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301209 members 
Mstep: Class 2 contains 257631 members 
Entering Unmasked Estep 
Score: -21503028.000000 Penalty: 1204.259277
	Iteration 188Q: 3 clusters Score -2.150303e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301064 members 
Mstep: Class 2 contains 257776 members 
Entering Unmasked Estep 
Score: -21503078.000000 Penalty: 1204.259277
	Iteration 189Q: 3 clusters Score -2.150308e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300782 members 
Mstep: Class 2 contains 258058 members 
Entering Unmasked Estep 
Score: -21503156.000000 Penalty: 1204.259277
	Iteration 190Q: 3 clusters Score -2.150316e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300475 members 
Mstep: Class 2 contains 258365 members 
Entering Unmasked Estep 
Score: -21503266.000000 Penalty: 1204.259277
	Iteration 191Q: 3 clusters Score -2.150327e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300226 members 
Mstep: Class 2 contains 258614 members 
Entering Unmasked Estep 
Score: -21503402.000000 Penalty: 1204.259277
	Iteration 192Q: 3 clusters Score -2.15034e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300043 members 
Mstep: Class 2 contains 258797 members 
Entering Unmasked Estep 
Score: -21503522.000000 Penalty: 1204.259277
	Iteration 193Q: 3 clusters Score -2.150352e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299891 members 
Mstep: Class 2 contains 258949 members 
Entering Unmasked Estep 
Score: -21503524.000000 Penalty: 1204.259277
	Iteration 194Q: 3 clusters Score -2.150352e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299755 members 
Mstep: Class 2 contains 259085 members 
Entering Unmasked Estep 
Score: -21503564.000000 Penalty: 1204.259277
	Iteration 195Q: 3 clusters Score -2.150356e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299559 members 
Mstep: Class 2 contains 259281 members 
Entering Unmasked Estep 
Score: -21503704.000000 Penalty: 1204.259277
	Iteration 196Q: 3 clusters Score -2.15037e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299353 members 
Mstep: Class 2 contains 259487 members 
Entering Unmasked Estep 
Score: -21503730.000000 Penalty: 1204.259277
	Iteration 197Q: 3 clusters Score -2.150373e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299110 members 
Mstep: Class 2 contains 259730 members 
Entering Unmasked Estep 
Score: -21503740.000000 Penalty: 1204.259277
	Iteration 198Q: 3 clusters Score -2.150374e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298860 members 
Mstep: Class 2 contains 259980 members 
Entering Unmasked Estep 
Score: -21503886.000000 Penalty: 1204.259277
	Iteration 199Q: 3 clusters Score -2.150389e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298614 members 
Mstep: Class 2 contains 260226 members 
Entering Unmasked Estep 
Score: -21503992.000000 Penalty: 1204.259277
	Iteration 200F: 3 clusters Score -2.150399e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298395 members 
Mstep: Class 2 contains 260445 members 
Entering Unmasked Estep 
Score: -21503994.000000 Penalty: 1204.259277
	Iteration 201Q: 3 clusters Score -2.150399e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298127 members 
Mstep: Class 2 contains 260713 members 
Entering Unmasked Estep 
Score: -21504120.000000 Penalty: 1204.259277
	Iteration 202Q: 3 clusters Score -2.150412e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297784 members 
Mstep: Class 2 contains 261056 members 
Entering Unmasked Estep 
Score: -21504158.000000 Penalty: 1204.259277
	Iteration 203Q: 3 clusters Score -2.150416e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297467 members 
Mstep: Class 2 contains 261373 members 
Entering Unmasked Estep 
Score: -21504278.000000 Penalty: 1204.259277
	Iteration 204Q: 3 clusters Score -2.150428e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297087 members 
Mstep: Class 2 contains 261753 members 
Entering Unmasked Estep 
Score: -21504386.000000 Penalty: 1204.259277
	Iteration 205Q: 3 clusters Score -2.150439e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296645 members 
Mstep: Class 2 contains 262195 members 
Entering Unmasked Estep 
Score: -21504376.000000 Penalty: 1204.259277
	Iteration 206Q: 3 clusters Score -2.150438e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296252 members 
Mstep: Class 2 contains 262588 members 
Entering Unmasked Estep 
Score: -21504568.000000 Penalty: 1204.259277
	Iteration 207Q: 3 clusters Score -2.150457e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295778 members 
Mstep: Class 2 contains 263062 members 
Entering Unmasked Estep 
Score: -21504834.000000 Penalty: 1204.259277
	Iteration 208Q: 3 clusters Score -2.150483e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295300 members 
Mstep: Class 2 contains 263540 members 
Entering Unmasked Estep 
Score: -21505004.000000 Penalty: 1204.259277
	Iteration 209Q: 3 clusters Score -2.1505e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294778 members 
Mstep: Class 2 contains 264062 members 
Entering Unmasked Estep 
Score: -21505106.000000 Penalty: 1204.259277
	Iteration 210Q: 3 clusters Score -2.150511e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294206 members 
Mstep: Class 2 contains 264634 members 
Entering Unmasked Estep 
Score: -21505194.000000 Penalty: 1204.259277
	Iteration 211Q: 3 clusters Score -2.150519e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293519 members 
Mstep: Class 2 contains 265321 members 
Entering Unmasked Estep 
Score: -21505388.000000 Penalty: 1204.259277
	Iteration 212Q: 3 clusters Score -2.150539e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292736 members 
Mstep: Class 2 contains 266104 members 
Entering Unmasked Estep 
Score: -21505620.000000 Penalty: 1204.259277
	Iteration 213Q: 3 clusters Score -2.150562e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291896 members 
Mstep: Class 2 contains 266944 members 
Entering Unmasked Estep 
Score: -21505716.000000 Penalty: 1204.259277
	Iteration 214Q: 3 clusters Score -2.150572e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290921 members 
Mstep: Class 2 contains 267919 members 
Entering Unmasked Estep 
Score: -21505772.000000 Penalty: 1204.259277
	Iteration 215Q: 3 clusters Score -2.150577e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289740 members 
Mstep: Class 2 contains 269100 members 
Entering Unmasked Estep 
Score: -21506056.000000 Penalty: 1204.259277
	Iteration 216Q: 3 clusters Score -2.150606e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288363 members 
Mstep: Class 2 contains 270477 members 
Entering Unmasked Estep 
Score: -21506322.000000 Penalty: 1204.259277
	Iteration 217Q: 3 clusters Score -2.150632e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286733 members 
Mstep: Class 2 contains 272107 members 
Entering Unmasked Estep 
Score: -21506616.000000 Penalty: 1204.259277
	Iteration 218Q: 3 clusters Score -2.150662e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284864 members 
Mstep: Class 2 contains 273976 members 
Entering Unmasked Estep 
Score: -21506736.000000 Penalty: 1204.259277
	Iteration 219Q: 3 clusters Score -2.150674e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282809 members 
Mstep: Class 2 contains 276031 members 
Entering Unmasked Estep 
Score: -21507010.000000 Penalty: 1204.259277
	Iteration 220F: 3 clusters Score -2.150701e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280372 members 
Mstep: Class 2 contains 278468 members 
Entering Unmasked Estep 
Score: -21507232.000000 Penalty: 1204.259277
	Iteration 221Q: 3 clusters Score -2.150723e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277616 members 
Mstep: Class 2 contains 281224 members 
Entering Unmasked Estep 
Score: -21507534.000000 Penalty: 1204.259277
	Iteration 222Q: 3 clusters Score -2.150753e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274586 members 
Mstep: Class 2 contains 284254 members 
Entering Unmasked Estep 
Score: -21507978.000000 Penalty: 1204.259277
	Iteration 223Q: 3 clusters Score -2.150798e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271214 members 
Mstep: Class 2 contains 287626 members 
Entering Unmasked Estep 
Score: -21508422.000000 Penalty: 1204.259277
	Iteration 224Q: 3 clusters Score -2.150842e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267569 members 
Mstep: Class 2 contains 291271 members 
Entering Unmasked Estep 
Score: -21509056.000000 Penalty: 1204.259277
	Iteration 225Q: 3 clusters Score -2.150906e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263546 members 
Mstep: Class 2 contains 295294 members 
Entering Unmasked Estep 
Score: -21509892.000000 Penalty: 1204.259277
	Iteration 226Q: 3 clusters Score -2.150989e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259058 members 
Mstep: Class 2 contains 299782 members 
Entering Unmasked Estep 
Score: -21510658.000000 Penalty: 1204.259277
	Iteration 227Q: 3 clusters Score -2.151066e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253981 members 
Mstep: Class 2 contains 304859 members 
Entering Unmasked Estep 
Score: -21511554.000000 Penalty: 1204.259277
	Iteration 228Q: 3 clusters Score -2.151155e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248386 members 
Mstep: Class 2 contains 310454 members 
Entering Unmasked Estep 
Score: -21512964.000000 Penalty: 1204.259277
	Iteration 229Q: 3 clusters Score -2.151296e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241855 members 
Mstep: Class 2 contains 316985 members 
Entering Unmasked Estep 
Score: -21514432.000000 Penalty: 1204.259277
	Iteration 230Q: 3 clusters Score -2.151443e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234510 members 
Mstep: Class 2 contains 324330 members 
Entering Unmasked Estep 
Score: -21516340.000000 Penalty: 1204.259277
	Iteration 231Q: 3 clusters Score -2.151634e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226149 members 
Mstep: Class 2 contains 332691 members 
Entering Unmasked Estep 
Score: -21518570.000000 Penalty: 1204.259277
	Iteration 232Q: 3 clusters Score -2.151857e+07 nChanged 9744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216663 members 
Mstep: Class 2 contains 342177 members 
Entering Unmasked Estep 
Score: -21521002.000000 Penalty: 1204.259277
	Iteration 233Q: 3 clusters Score -2.1521e+07 nChanged 10663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206330 members 
Mstep: Class 2 contains 352510 members 
Entering Unmasked Estep 
Score: -21523554.000000 Penalty: 1204.259277
	Iteration 234Q: 3 clusters Score -2.152355e+07 nChanged 11401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195309 members 
Mstep: Class 2 contains 363531 members 
Entering Unmasked Estep 
Score: -21526470.000000 Penalty: 1204.259277
	Iteration 235Q: 3 clusters Score -2.152647e+07 nChanged 11685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183998 members 
Mstep: Class 2 contains 374842 members 
Entering Unmasked Estep 
Score: -21529438.000000 Penalty: 1204.259277
	Iteration 236Q: 3 clusters Score -2.152944e+07 nChanged 11688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172694 members 
Mstep: Class 2 contains 386146 members 
Entering Unmasked Estep 
Score: -21532256.000000 Penalty: 1204.259277
	Iteration 237Q: 3 clusters Score -2.153226e+07 nChanged 11355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161721 members 
Mstep: Class 2 contains 397119 members 
Entering Unmasked Estep 
Score: -21534606.000000 Penalty: 1204.259277
	Iteration 238Q: 3 clusters Score -2.153461e+07 nChanged 10697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151360 members 
Mstep: Class 2 contains 407480 members 
Entering Unmasked Estep 
Score: -21536326.000000 Penalty: 1204.259277
	Iteration 239Q: 3 clusters Score -2.153633e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141762 members 
Mstep: Class 2 contains 417078 members 
Entering Unmasked Estep 
Score: -21537578.000000 Penalty: 1204.259277
	Iteration 240F: 3 clusters Score -2.153758e+07 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132613 members 
Mstep: Class 2 contains 426227 members 
Entering Unmasked Estep 
Score: -21538686.000000 Penalty: 1204.259277
	Iteration 241Q: 3 clusters Score -2.153869e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124396 members 
Mstep: Class 2 contains 434444 members 
Entering Unmasked Estep 
Score: -21539500.000000 Penalty: 1204.259277
	Iteration 242Q: 3 clusters Score -2.15395e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117036 members 
Mstep: Class 2 contains 441804 members 
Entering Unmasked Estep 
Score: -21539882.000000 Penalty: 1204.259277
	Iteration 243Q: 3 clusters Score -2.153988e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110397 members 
Mstep: Class 2 contains 448443 members 
Entering Unmasked Estep 
Score: -21540018.000000 Penalty: 1204.259277
	Iteration 244Q: 3 clusters Score -2.154002e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104393 members 
Mstep: Class 2 contains 454447 members 
Entering Unmasked Estep 
Score: -21540180.000000 Penalty: 1204.259277
	Iteration 245Q: 3 clusters Score -2.154018e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98955 members 
Mstep: Class 2 contains 459885 members 
Entering Unmasked Estep 
Score: -21540372.000000 Penalty: 1204.259277
	Iteration 246Q: 3 clusters Score -2.154037e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94012 members 
Mstep: Class 2 contains 464828 members 
Entering Unmasked Estep 
Score: -21540990.000000 Penalty: 1204.259277
	Iteration 247Q: 3 clusters Score -2.154099e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89512 members 
Mstep: Class 2 contains 469328 members 
Entering Unmasked Estep 
Score: -21541802.000000 Penalty: 1204.259277
	Iteration 248Q: 3 clusters Score -2.15418e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85316 members 
Mstep: Class 2 contains 473524 members 
Entering Unmasked Estep 
Score: -21542448.000000 Penalty: 1204.259277
	Iteration 249Q: 3 clusters Score -2.154245e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81289 members 
Mstep: Class 2 contains 477551 members 
Entering Unmasked Estep 
Score: -21543194.000000 Penalty: 1204.259277
	Iteration 250Q: 3 clusters Score -2.154319e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77465 members 
Mstep: Class 2 contains 481375 members 
Entering Unmasked Estep 
Score: -21544020.000000 Penalty: 1204.259277
	Iteration 251Q: 3 clusters Score -2.154402e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73801 members 
Mstep: Class 2 contains 485039 members 
Entering Unmasked Estep 
Score: -21544846.000000 Penalty: 1204.259277
	Iteration 252Q: 3 clusters Score -2.154485e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70412 members 
Mstep: Class 2 contains 488428 members 
Entering Unmasked Estep 
Score: -21545702.000000 Penalty: 1204.259277
	Iteration 253Q: 3 clusters Score -2.15457e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67177 members 
Mstep: Class 2 contains 491663 members 
Entering Unmasked Estep 
Score: -21546526.000000 Penalty: 1204.259277
	Iteration 254Q: 3 clusters Score -2.154653e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64120 members 
Mstep: Class 2 contains 494720 members 
Entering Unmasked Estep 
Score: -21547396.000000 Penalty: 1204.259277
	Iteration 255Q: 3 clusters Score -2.15474e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 497638 members 
Entering Unmasked Estep 
Score: -21548050.000000 Penalty: 1204.259277
	Iteration 256Q: 3 clusters Score -2.154805e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 500525 members 
Entering Unmasked Estep 
Score: -21548938.000000 Penalty: 1204.259277
	Iteration 257Q: 3 clusters Score -2.154894e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55509 members 
Mstep: Class 2 contains 503331 members 
Entering Unmasked Estep 
Score: -21549644.000000 Penalty: 1204.259277
	Iteration 258Q: 3 clusters Score -2.154964e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 505995 members 
Entering Unmasked Estep 
Score: -21550304.000000 Penalty: 1204.259277
	Iteration 259Q: 3 clusters Score -2.15503e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 508477 members 
Entering Unmasked Estep 
Score: -21550964.000000 Penalty: 1204.259277
	Iteration 260F: 3 clusters Score -2.155096e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 510791 members 
Entering Unmasked Estep 
Score: -21551400.000000 Penalty: 1204.259277
	Iteration 261Q: 3 clusters Score -2.15514e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 512950 members 
Entering Unmasked Estep 
Score: -21551822.000000 Penalty: 1204.259277
	Iteration 262Q: 3 clusters Score -2.155182e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 515023 members 
Entering Unmasked Estep 
Score: -21552230.000000 Penalty: 1204.259277
	Iteration 263Q: 3 clusters Score -2.155223e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 517065 members 
Entering Unmasked Estep 
Score: -21552708.000000 Penalty: 1204.259277
	Iteration 264Q: 3 clusters Score -2.155271e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 518933 members 
Entering Unmasked Estep 
Score: -21553158.000000 Penalty: 1204.259277
	Iteration 265Q: 3 clusters Score -2.155316e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 520694 members 
Entering Unmasked Estep 
Score: -21553786.000000 Penalty: 1204.259277
	Iteration 266Q: 3 clusters Score -2.155379e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 522410 members 
Entering Unmasked Estep 
Score: -21554324.000000 Penalty: 1204.259277
	Iteration 267Q: 3 clusters Score -2.155432e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 524055 members 
Entering Unmasked Estep 
Score: -21554954.000000 Penalty: 1204.259277
	Iteration 268Q: 3 clusters Score -2.155495e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 525687 members 
Entering Unmasked Estep 
Score: -21555574.000000 Penalty: 1204.259277
	Iteration 269Q: 3 clusters Score -2.155557e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 527240 members 
Entering Unmasked Estep 
Score: -21556064.000000 Penalty: 1204.259277
	Iteration 270Q: 3 clusters Score -2.155606e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 528717 members 
Entering Unmasked Estep 
Score: -21556542.000000 Penalty: 1204.259277
	Iteration 271Q: 3 clusters Score -2.155654e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 530115 members 
Entering Unmasked Estep 
Score: -21556900.000000 Penalty: 1204.259277
	Iteration 272Q: 3 clusters Score -2.15569e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 531452 members 
Entering Unmasked Estep 
Score: -21557378.000000 Penalty: 1204.259277
	Iteration 273Q: 3 clusters Score -2.155738e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 532647 members 
Entering Unmasked Estep 
Score: -21557824.000000 Penalty: 1204.259277
	Iteration 274Q: 3 clusters Score -2.155782e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 533786 members 
Entering Unmasked Estep 
Score: -21558076.000000 Penalty: 1204.259277
	Iteration 275Q: 3 clusters Score -2.155808e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 534845 members 
Entering Unmasked Estep 
Score: -21558380.000000 Penalty: 1204.259277
	Iteration 276Q: 3 clusters Score -2.155838e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 535829 members 
Entering Unmasked Estep 
Score: -21558758.000000 Penalty: 1204.259277
	Iteration 277Q: 3 clusters Score -2.155876e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 536734 members 
Entering Unmasked Estep 
Score: -21558912.000000 Penalty: 1204.259277
	Iteration 278Q: 3 clusters Score -2.155891e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 537589 members 
Entering Unmasked Estep 
Score: -21559130.000000 Penalty: 1204.259277
	Iteration 279Q: 3 clusters Score -2.155913e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 538387 members 
Entering Unmasked Estep 
Score: -21559284.000000 Penalty: 1204.259277
	Iteration 280F: 3 clusters Score -2.155928e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 539178 members 
Entering Unmasked Estep 
Score: -21559416.000000 Penalty: 1204.259277
	Iteration 281Q: 3 clusters Score -2.155942e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 539879 members 
Entering Unmasked Estep 
Score: -21559524.000000 Penalty: 1204.259277
	Iteration 282Q: 3 clusters Score -2.155952e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 540547 members 
Entering Unmasked Estep 
Score: -21559660.000000 Penalty: 1204.259277
	Iteration 283Q: 3 clusters Score -2.155966e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 541192 members 
Entering Unmasked Estep 
Score: -21559888.000000 Penalty: 1204.259277
	Iteration 284Q: 3 clusters Score -2.155989e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 541804 members 
Entering Unmasked Estep 
Score: -21560076.000000 Penalty: 1204.259277
	Iteration 285Q: 3 clusters Score -2.156008e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 542381 members 
Entering Unmasked Estep 
Score: -21560244.000000 Penalty: 1204.259277
	Iteration 286Q: 3 clusters Score -2.156024e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 542976 members 
Entering Unmasked Estep 
Score: -21560370.000000 Penalty: 1204.259277
	Iteration 287Q: 3 clusters Score -2.156037e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 543525 members 
Entering Unmasked Estep 
Score: -21560446.000000 Penalty: 1204.259277
	Iteration 288Q: 3 clusters Score -2.156045e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 544072 members 
Entering Unmasked Estep 
Score: -21560654.000000 Penalty: 1204.259277
	Iteration 289Q: 3 clusters Score -2.156065e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 544592 members 
Entering Unmasked Estep 
Score: -21560768.000000 Penalty: 1204.259277
	Iteration 290Q: 3 clusters Score -2.156077e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 545114 members 
Entering Unmasked Estep 
Score: -21560962.000000 Penalty: 1204.259277
	Iteration 291Q: 3 clusters Score -2.156096e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 545653 members 
Entering Unmasked Estep 
Score: -21561098.000000 Penalty: 1204.259277
	Iteration 292Q: 3 clusters Score -2.15611e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 546162 members 
Entering Unmasked Estep 
Score: -21561264.000000 Penalty: 1204.259277
	Iteration 293Q: 3 clusters Score -2.156126e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 546655 members 
Entering Unmasked Estep 
Score: -21561378.000000 Penalty: 1204.259277
	Iteration 294Q: 3 clusters Score -2.156138e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 547138 members 
Entering Unmasked Estep 
Score: -21561432.000000 Penalty: 1204.259277
	Iteration 295Q: 3 clusters Score -2.156143e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 547597 members 
Entering Unmasked Estep 
Score: -21561488.000000 Penalty: 1204.259277
	Iteration 296Q: 3 clusters Score -2.156149e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 548044 members 
Entering Unmasked Estep 
Score: -21561534.000000 Penalty: 1204.259277
	Iteration 297Q: 3 clusters Score -2.156153e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 548440 members 
Entering Unmasked Estep 
Score: -21561536.000000 Penalty: 1204.259277
	Iteration 298Q: 3 clusters Score -2.156154e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 548817 members 
Entering Unmasked Estep 
Score: -21561656.000000 Penalty: 1204.259277
	Iteration 299Q: 3 clusters Score -2.156166e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 549208 members 
Entering Unmasked Estep 
Score: -21561742.000000 Penalty: 1204.259277
	Iteration 300F: 3 clusters Score -2.156174e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 549610 members 
Entering Unmasked Estep 
Score: -21561760.000000 Penalty: 1204.259277
	Iteration 301Q: 3 clusters Score -2.156176e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 549995 members 
Entering Unmasked Estep 
Score: -21561880.000000 Penalty: 1204.259277
	Iteration 302Q: 3 clusters Score -2.156188e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 550352 members 
Entering Unmasked Estep 
Score: -21561940.000000 Penalty: 1204.259277
	Iteration 303Q: 3 clusters Score -2.156194e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 550720 members 
Entering Unmasked Estep 
Score: -21562086.000000 Penalty: 1204.259277
	Iteration 304Q: 3 clusters Score -2.156209e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 551075 members 
Entering Unmasked Estep 
Score: -21562144.000000 Penalty: 1204.259277
	Iteration 305Q: 3 clusters Score -2.156214e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 551415 members 
Entering Unmasked Estep 
Score: -21562236.000000 Penalty: 1204.259277
	Iteration 306Q: 3 clusters Score -2.156224e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 551750 members 
Entering Unmasked Estep 
Score: -21562328.000000 Penalty: 1204.259277
	Iteration 307Q: 3 clusters Score -2.156233e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 552090 members 
Entering Unmasked Estep 
Score: -21562336.000000 Penalty: 1204.259277
	Iteration 308Q: 3 clusters Score -2.156234e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 552411 members 
Entering Unmasked Estep 
Score: -21562426.000000 Penalty: 1204.259277
	Iteration 309Q: 3 clusters Score -2.156243e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 552756 members 
Entering Unmasked Estep 
Score: -21562502.000000 Penalty: 1204.259277
	Iteration 310Q: 3 clusters Score -2.15625e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 553075 members 
Entering Unmasked Estep 
Score: -21562586.000000 Penalty: 1204.259277
	Iteration 311Q: 3 clusters Score -2.156259e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 553361 members 
Entering Unmasked Estep 
Score: -21562654.000000 Penalty: 1204.259277
	Iteration 312Q: 3 clusters Score -2.156265e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 553628 members 
Entering Unmasked Estep 
Score: -21562724.000000 Penalty: 1204.259277
	Iteration 313Q: 3 clusters Score -2.156272e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 553899 members 
Entering Unmasked Estep 
Score: -21562830.000000 Penalty: 1204.259277
	Iteration 314Q: 3 clusters Score -2.156283e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 554155 members 
Entering Unmasked Estep 
Score: -21562918.000000 Penalty: 1204.259277
	Iteration 315Q: 3 clusters Score -2.156292e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 554408 members 
Entering Unmasked Estep 
Score: -21562988.000000 Penalty: 1204.259277
	Iteration 316Q: 3 clusters Score -2.156299e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 554634 members 
Entering Unmasked Estep 
Score: -21563074.000000 Penalty: 1204.259277
	Iteration 317Q: 3 clusters Score -2.156307e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 554859 members 
Entering Unmasked Estep 
Score: -21563198.000000 Penalty: 1204.259277
	Iteration 318Q: 3 clusters Score -2.15632e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 555077 members 
Entering Unmasked Estep 
Score: -21563310.000000 Penalty: 1204.259277
	Iteration 319Q: 3 clusters Score -2.156331e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 555282 members 
Entering Unmasked Estep 
Score: -21563430.000000 Penalty: 1204.259277
	Iteration 320F: 3 clusters Score -2.156343e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 555472 members 
Entering Unmasked Estep 
Score: -21563492.000000 Penalty: 1204.259277
	Iteration 321Q: 3 clusters Score -2.156349e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 555660 members 
Entering Unmasked Estep 
Score: -21563540.000000 Penalty: 1204.259277
	Iteration 322Q: 3 clusters Score -2.156354e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 555832 members 
Entering Unmasked Estep 
Score: -21563654.000000 Penalty: 1204.259277
	Iteration 323Q: 3 clusters Score -2.156365e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 555996 members 
Entering Unmasked Estep 
Score: -21563660.000000 Penalty: 1204.259277
	Iteration 324Q: 3 clusters Score -2.156366e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 556151 members 
Entering Unmasked Estep 
Score: -21563758.000000 Penalty: 1204.259277
	Iteration 325Q: 3 clusters Score -2.156376e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 556279 members 
Entering Unmasked Estep 
Score: -21563820.000000 Penalty: 1204.259277
	Iteration 326Q: 3 clusters Score -2.156382e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 556407 members 
Entering Unmasked Estep 
Score: -21563860.000000 Penalty: 1204.259277
	Iteration 327Q: 3 clusters Score -2.156386e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 556525 members 
Entering Unmasked Estep 
Score: -21563916.000000 Penalty: 1204.259277
	Iteration 328Q: 3 clusters Score -2.156392e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 556629 members 
Entering Unmasked Estep 
Score: -21563964.000000 Penalty: 1204.259277
	Iteration 329Q: 3 clusters Score -2.156396e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 556734 members 
Entering Unmasked Estep 
Score: -21563998.000000 Penalty: 1204.259277
	Iteration 330Q: 3 clusters Score -2.1564e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 556817 members 
Entering Unmasked Estep 
Score: -21564018.000000 Penalty: 1204.259277
	Iteration 331Q: 3 clusters Score -2.156402e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 556897 members 
Entering Unmasked Estep 
Score: -21564058.000000 Penalty: 1204.259277
	Iteration 332Q: 3 clusters Score -2.156406e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 556970 members 
Entering Unmasked Estep 
Score: -21564080.000000 Penalty: 1204.259277
	Iteration 333Q: 3 clusters Score -2.156408e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 557027 members 
Entering Unmasked Estep 
Score: -21564074.000000 Penalty: 1204.259277
	Iteration 334Q: 3 clusters Score -2.156407e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 557087 members 
Entering Unmasked Estep 
Score: -21564108.000000 Penalty: 1204.259277
	Iteration 335Q: 3 clusters Score -2.156411e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 557136 members 
Entering Unmasked Estep 
Score: -21564104.000000 Penalty: 1204.259277
	Iteration 336Q: 3 clusters Score -2.15641e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 557177 members 
Entering Unmasked Estep 
Score: -21564138.000000 Penalty: 1204.259277
	Iteration 337Q: 3 clusters Score -2.156414e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 557223 members 
Entering Unmasked Estep 
Score: -21564184.000000 Penalty: 1204.259277
	Iteration 338Q: 3 clusters Score -2.156418e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 557260 members 
Entering Unmasked Estep 
Score: -21564188.000000 Penalty: 1204.259277
	Iteration 339Q: 3 clusters Score -2.156419e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 557301 members 
Entering Unmasked Estep 
Score: -21564210.000000 Penalty: 1204.259277
	Iteration 340F: 3 clusters Score -2.156421e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 557336 members 
Entering Unmasked Estep 
Score: -21564238.000000 Penalty: 1204.259277
	Iteration 341Q: 3 clusters Score -2.156424e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 557365 members 
Entering Unmasked Estep 
Score: -21564242.000000 Penalty: 1204.259277
	Iteration 342Q: 3 clusters Score -2.156424e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 557388 members 
Entering Unmasked Estep 
Score: -21564244.000000 Penalty: 1204.259277
	Iteration 343Q: 3 clusters Score -2.156424e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 557407 members 
Entering Unmasked Estep 
Score: -21564260.000000 Penalty: 1204.259277
	Iteration 344Q: 3 clusters Score -2.156426e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 557427 members 
Entering Unmasked Estep 
Score: -21564308.000000 Penalty: 1204.259277
	Iteration 345Q: 3 clusters Score -2.156431e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 557449 members 
Entering Unmasked Estep 
Score: -21564312.000000 Penalty: 1204.259277
	Iteration 346Q: 3 clusters Score -2.156431e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 557473 members 
Entering Unmasked Estep 
Score: -21564308.000000 Penalty: 1204.259277
	Iteration 347Q: 3 clusters Score -2.156431e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 557491 members 
Entering Unmasked Estep 
Score: -21564308.000000 Penalty: 1204.259277
	Iteration 348Q: 3 clusters Score -2.156431e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 557504 members 
Entering Unmasked Estep 
Score: -21564316.000000 Penalty: 1204.259277
	Iteration 349Q: 3 clusters Score -2.156432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 557516 members 
Entering Unmasked Estep 
Score: -21564324.000000 Penalty: 1204.259277
	Iteration 350Q: 3 clusters Score -2.156432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 557527 members 
Entering Unmasked Estep 
Score: -21564324.000000 Penalty: 1204.259277
	Iteration 351Q: 3 clusters Score -2.156432e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 557543 members 
Entering Unmasked Estep 
Score: -21564336.000000 Penalty: 1204.259277
	Iteration 352Q: 3 clusters Score -2.156434e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 557556 members 
Entering Unmasked Estep 
Score: -21564338.000000 Penalty: 1204.259277
	Iteration 353Q: 3 clusters Score -2.156434e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 557570 members 
Entering Unmasked Estep 
Score: -21564334.000000 Penalty: 1204.259277
	Iteration 354Q: 3 clusters Score -2.156433e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 557576 members 
Entering Unmasked Estep 
Score: -21564348.000000 Penalty: 1204.259277
	Iteration 355Q: 3 clusters Score -2.156435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 557584 members 
Entering Unmasked Estep 
Score: -21564344.000000 Penalty: 1204.259277
	Iteration 356Q: 3 clusters Score -2.156434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 557593 members 
Entering Unmasked Estep 
Score: -21564340.000000 Penalty: 1204.259277
	Iteration 357Q: 3 clusters Score -2.156434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 557599 members 
Entering Unmasked Estep 
Score: -21564354.000000 Penalty: 1204.259277
	Iteration 358Q: 3 clusters Score -2.156435e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 557610 members 
Entering Unmasked Estep 
Score: -21564358.000000 Penalty: 1204.259277
	Iteration 359Q: 3 clusters Score -2.156436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 557616 members 
Entering Unmasked Estep 
Score: -21564376.000000 Penalty: 1204.259277
	Iteration 360F: 3 clusters Score -2.156438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 557622 members 
Entering Unmasked Estep 
Score: -21564346.000000 Penalty: 1204.259277
	Iteration 361Q: 3 clusters Score -2.156435e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 557634 members 
Entering Unmasked Estep 
Score: -21564368.000000 Penalty: 1204.259277
	Iteration 362Q: 3 clusters Score -2.156437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 557643 members 
Entering Unmasked Estep 
Score: -21564368.000000 Penalty: 1204.259277
	Iteration 363Q: 3 clusters Score -2.156437e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 557654 members 
Entering Unmasked Estep 
Score: -21564370.000000 Penalty: 1204.259277
	Iteration 364Q: 3 clusters Score -2.156437e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 557666 members 
Entering Unmasked Estep 
Score: -21564366.000000 Penalty: 1204.259277
	Iteration 365Q: 3 clusters Score -2.156437e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 557675 members 
Entering Unmasked Estep 
Score: -21564382.000000 Penalty: 1204.259277
	Iteration 366Q: 3 clusters Score -2.156438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 557684 members 
Entering Unmasked Estep 
Score: -21564378.000000 Penalty: 1204.259277
	Iteration 367Q: 3 clusters Score -2.156438e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 557699 members 
Entering Unmasked Estep 
Score: -21564406.000000 Penalty: 1204.259277
	Iteration 368Q: 3 clusters Score -2.156441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 557706 members 
Entering Unmasked Estep 
Score: -21564402.000000 Penalty: 1204.259277
	Iteration 369Q: 3 clusters Score -2.15644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 557718 members 
Entering Unmasked Estep 
Score: -21564394.000000 Penalty: 1204.259277
	Iteration 370Q: 3 clusters Score -2.156439e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 557728 members 
Entering Unmasked Estep 
Score: -21564432.000000 Penalty: 1204.259277
	Iteration 371Q: 3 clusters Score -2.156443e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 557740 members 
Entering Unmasked Estep 
Score: -21564434.000000 Penalty: 1204.259277
	Iteration 372Q: 3 clusters Score -2.156443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 557745 members 
Entering Unmasked Estep 
Score: -21564442.000000 Penalty: 1204.259277
	Iteration 373Q: 3 clusters Score -2.156444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 557750 members 
Entering Unmasked Estep 
Score: -21564446.000000 Penalty: 1204.259277
	Iteration 374Q: 3 clusters Score -2.156445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 557758 members 
Entering Unmasked Estep 
Score: -21564446.000000 Penalty: 1204.259277
	Iteration 375Q: 3 clusters Score -2.156445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 557762 members 
Entering Unmasked Estep 
Score: -21564446.000000 Penalty: 1204.259277
	Iteration 376Q: 3 clusters Score -2.156445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 557767 members 
Entering Unmasked Estep 
Score: -21564448.000000 Penalty: 1204.259277
	Iteration 377Q: 3 clusters Score -2.156445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 557770 members 
Entering Unmasked Estep 
Score: -21564462.000000 Penalty: 1204.259277
	Iteration 378Q: 3 clusters Score -2.156446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 557773 members 
Entering Unmasked Estep 
Score: -21564456.000000 Penalty: 1204.259277
	Iteration 379Q: 3 clusters Score -2.156446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 557780 members 
Entering Unmasked Estep 
Score: -21564460.000000 Penalty: 1204.259277
	Iteration 380F: 3 clusters Score -2.156446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 557789 members 
Entering Unmasked Estep 
Score: -21564454.000000 Penalty: 1204.259277
	Iteration 381Q: 3 clusters Score -2.156445e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 557801 members 
Entering Unmasked Estep 
Score: -21564448.000000 Penalty: 1204.259277
	Iteration 382Q: 3 clusters Score -2.156445e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 557816 members 
Entering Unmasked Estep 
Score: -21564458.000000 Penalty: 1204.259277
	Iteration 383Q: 3 clusters Score -2.156446e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 557835 members 
Entering Unmasked Estep 
Score: -21564480.000000 Penalty: 1204.259277
	Iteration 384Q: 3 clusters Score -2.156448e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 557854 members 
Entering Unmasked Estep 
Score: -21564476.000000 Penalty: 1204.259277
	Iteration 385Q: 3 clusters Score -2.156448e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 557866 members 
Entering Unmasked Estep 
Score: -21564474.000000 Penalty: 1204.259277
	Iteration 386Q: 3 clusters Score -2.156447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 557875 members 
Entering Unmasked Estep 
Score: -21564486.000000 Penalty: 1204.259277
	Iteration 387Q: 3 clusters Score -2.156449e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 557885 members 
Entering Unmasked Estep 
Score: -21564470.000000 Penalty: 1204.259277
	Iteration 388Q: 3 clusters Score -2.156447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 557886 members 
Entering Unmasked Estep 
Score: -21564480.000000 Penalty: 1204.259277
	Iteration 389Q: 3 clusters Score -2.156448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 557891 members 
Entering Unmasked Estep 
Score: -21564476.000000 Penalty: 1204.259277
	Iteration 390Q: 3 clusters Score -2.156448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 557897 members 
Entering Unmasked Estep 
Score: -21564488.000000 Penalty: 1204.259277
	Iteration 391Q: 3 clusters Score -2.156449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 557904 members 
Entering Unmasked Estep 
Score: -21564476.000000 Penalty: 1204.259277
	Iteration 392Q: 3 clusters Score -2.156448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 557917 members 
Entering Unmasked Estep 
Score: -21564470.000000 Penalty: 1204.259277
	Iteration 393Q: 3 clusters Score -2.156447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 557929 members 
Entering Unmasked Estep 
Score: -21564458.000000 Penalty: 1204.259277
	Iteration 394Q: 3 clusters Score -2.156446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 557940 members 
Entering Unmasked Estep 
Score: -21564472.000000 Penalty: 1204.259277
	Iteration 395Q: 3 clusters Score -2.156447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 557952 members 
Entering Unmasked Estep 
Score: -21564480.000000 Penalty: 1204.259277
	Iteration 396Q: 3 clusters Score -2.156448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 557959 members 
Entering Unmasked Estep 
Score: -21564490.000000 Penalty: 1204.259277
	Iteration 397Q: 3 clusters Score -2.156449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 557970 members 
Entering Unmasked Estep 
Score: -21564522.000000 Penalty: 1204.259277
	Iteration 398Q: 3 clusters Score -2.156452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 557972 members 
Entering Unmasked Estep 
Score: -21564510.000000 Penalty: 1204.259277
	Iteration 399Q: 3 clusters Score -2.156451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 557984 members 
Entering Unmasked Estep 
Score: -21564528.000000 Penalty: 1204.259277
	Iteration 400F: 3 clusters Score -2.156453e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 558000 members 
Entering Unmasked Estep 
Score: -21564546.000000 Penalty: 1204.259277
	Iteration 401Q: 3 clusters Score -2.156455e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 558014 members 
Entering Unmasked Estep 
Score: -21564550.000000 Penalty: 1204.259277
	Iteration 402Q: 3 clusters Score -2.156455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 558023 members 
Entering Unmasked Estep 
Score: -21564552.000000 Penalty: 1204.259277
	Iteration 403Q: 3 clusters Score -2.156455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 558031 members 
Entering Unmasked Estep 
Score: -21564544.000000 Penalty: 1204.259277
	Iteration 404Q: 3 clusters Score -2.156454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 558037 members 
Entering Unmasked Estep 
Score: -21564548.000000 Penalty: 1204.259277
	Iteration 405Q: 3 clusters Score -2.156455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 558039 members 
Entering Unmasked Estep 
Score: -21564554.000000 Penalty: 1204.259277
	Iteration 406Q: 3 clusters Score -2.156455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 558043 members 
Entering Unmasked Estep 
Score: -21564570.000000 Penalty: 1204.259277
	Iteration 407Q: 3 clusters Score -2.156457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 558050 members 
Entering Unmasked Estep 
Score: -21564576.000000 Penalty: 1204.259277
	Iteration 408Q: 3 clusters Score -2.156458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 558057 members 
Entering Unmasked Estep 
Score: -21564576.000000 Penalty: 1204.259277
	Iteration 409Q: 3 clusters Score -2.156458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 558064 members 
Entering Unmasked Estep 
Score: -21564584.000000 Penalty: 1204.259277
	Iteration 410Q: 3 clusters Score -2.156458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 558068 members 
Entering Unmasked Estep 
Score: -21564584.000000 Penalty: 1204.259277
	Iteration 411Q: 3 clusters Score -2.156458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 558068 members 
Entering Unmasked Estep 
Score: -21564584.000000 Penalty: 1204.259277
	Iteration 412F: 3 clusters Score -2.156458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -26017.941406 Penalty: 298.975159
	Iteration 0F: 2 clusters Score -26017.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -25393.251953 Penalty: 597.950317
	Iteration 0F: 3 clusters Score -25393.25 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -25549.792969 Penalty: 597.950317
	Iteration 1F: 3 clusters Score -25549.79 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25584.267578 Penalty: 597.950317
	Iteration 2F: 3 clusters Score -25584.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25609.306641 Penalty: 597.950317
	Iteration 3F: 3 clusters Score -25609.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -25640.791016 Penalty: 597.950317
	Iteration 4Q: 3 clusters Score -25640.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25674.423828 Penalty: 597.950317
	Iteration 5Q: 3 clusters Score -25674.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25706.828125 Penalty: 597.950317
	Iteration 6Q: 3 clusters Score -25706.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25735.253906 Penalty: 597.950317
	Iteration 7Q: 3 clusters Score -25735.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25759.576172 Penalty: 597.950317
	Iteration 8Q: 3 clusters Score -25759.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25769.474609 Penalty: 597.950317
	Iteration 9Q: 3 clusters Score -25769.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25773.046875 Penalty: 597.950317
	Iteration 10Q: 3 clusters Score -25773.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25777.824219 Penalty: 597.950317
	Iteration 11Q: 3 clusters Score -25777.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25782.509766 Penalty: 597.950317
	Iteration 12Q: 3 clusters Score -25782.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25784.339844 Penalty: 597.950317
	Iteration 13Q: 3 clusters Score -25784.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25785.193359 Penalty: 597.950317
	Iteration 14Q: 3 clusters Score -25785.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25785.621094 Penalty: 597.950317
	Iteration 15Q: 3 clusters Score -25785.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25786.246094 Penalty: 597.950317
	Iteration 16Q: 3 clusters Score -25786.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25786.246094 Penalty: 597.950317
	Iteration 17F: 3 clusters Score -25786.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Entering Unmasked Estep 
Score: -227021.953125 Penalty: 397.939423
	Iteration 0F: 2 clusters Score -227022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -222825.875000 Penalty: 795.878845
	Iteration 0F: 3 clusters Score -222825.9 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -224444.328125 Penalty: 795.878845
	Iteration 1F: 3 clusters Score -224444.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -224573.765625 Penalty: 795.878845
	Iteration 2F: 3 clusters Score -224573.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -224738.562500 Penalty: 795.878845
	Iteration 3F: 3 clusters Score -224738.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -224975.343750 Penalty: 795.878845
	Iteration 4F: 3 clusters Score -224975.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -225326.890625 Penalty: 795.878845
	Iteration 5F: 3 clusters Score -225326.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -225762.140625 Penalty: 795.878845
	Iteration 6F: 3 clusters Score -225762.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -226159.109375 Penalty: 795.878845
	Iteration 7F: 3 clusters Score -226159.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -226438.328125 Penalty: 795.878845
	Iteration 8Q: 3 clusters Score -226438.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -226565.625000 Penalty: 795.878845
	Iteration 9Q: 3 clusters Score -226565.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -226605.343750 Penalty: 795.878845
	Iteration 10Q: 3 clusters Score -226605.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -226629.078125 Penalty: 795.878845
	Iteration 11Q: 3 clusters Score -226629.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -226643.781250 Penalty: 795.878845
	Iteration 12Q: 3 clusters Score -226643.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -226655.250000 Penalty: 795.878845
	Iteration 13Q: 3 clusters Score -226655.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -226663.875000 Penalty: 795.878845
	Iteration 14Q: 3 clusters Score -226663.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -226674.281250 Penalty: 795.878845
	Iteration 15Q: 3 clusters Score -226674.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -226675.296875 Penalty: 795.878845
	Iteration 16Q: 3 clusters Score -226675.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -226678.156250 Penalty: 795.878845
	Iteration 17Q: 3 clusters Score -226678.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -226681.890625 Penalty: 795.878845
	Iteration 18Q: 3 clusters Score -226681.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -226682.828125 Penalty: 795.878845
	Iteration 19Q: 3 clusters Score -226682.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -226682.828125 Penalty: 795.878845
	Iteration 20F: 3 clusters Score -226682.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (20694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Entering Unmasked Estep 
Score: -776328.250000 Penalty: 452.160767
	Iteration 0F: 2 clusters Score -776328.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -762581.937500 Penalty: 904.321533
	Iteration 0F: 3 clusters Score -762581.9 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -768731.625000 Penalty: 904.321533
	Iteration 1F: 3 clusters Score -768731.6 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -769429.812500 Penalty: 904.321533
	Iteration 2F: 3 clusters Score -769429.8 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -770117.187500 Penalty: 904.321533
	Iteration 3F: 3 clusters Score -770117.2 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -770781.500000 Penalty: 904.321533
	Iteration 4F: 3 clusters Score -770781.5 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -771435.437500 Penalty: 904.321533
	Iteration 5F: 3 clusters Score -771435.4 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -772033.562500 Penalty: 904.321533
	Iteration 6Q: 3 clusters Score -772033.6 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -772584.125000 Penalty: 904.321533
	Iteration 7Q: 3 clusters Score -772584.1 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -773010.375000 Penalty: 904.321533
	Iteration 8Q: 3 clusters Score -773010.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -773278.250000 Penalty: 904.321533
	Iteration 9Q: 3 clusters Score -773278.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -773455.875000 Penalty: 904.321533
	Iteration 10Q: 3 clusters Score -773455.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -773587.687500 Penalty: 904.321533
	Iteration 11Q: 3 clusters Score -773587.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -773707.187500 Penalty: 904.321533
	Iteration 12Q: 3 clusters Score -773707.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -773810.750000 Penalty: 904.321533
	Iteration 13Q: 3 clusters Score -773810.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -773936.250000 Penalty: 904.321533
	Iteration 14Q: 3 clusters Score -773936.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -774065.000000 Penalty: 904.321533
	Iteration 15Q: 3 clusters Score -774065 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -774208.500000 Penalty: 904.321533
	Iteration 16Q: 3 clusters Score -774208.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -774350.937500 Penalty: 904.321533
	Iteration 17Q: 3 clusters Score -774350.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -774502.437500 Penalty: 904.321533
	Iteration 18Q: 3 clusters Score -774502.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -774662.750000 Penalty: 904.321533
	Iteration 19Q: 3 clusters Score -774662.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -774809.000000 Penalty: 904.321533
	Iteration 20F: 3 clusters Score -774809 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -774964.250000 Penalty: 904.321533
	Iteration 21Q: 3 clusters Score -774964.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -775125.000000 Penalty: 904.321533
	Iteration 22Q: 3 clusters Score -775125 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -775257.875000 Penalty: 904.321533
	Iteration 23Q: 3 clusters Score -775257.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -775371.500000 Penalty: 904.321533
	Iteration 24Q: 3 clusters Score -775371.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -775470.250000 Penalty: 904.321533
	Iteration 25Q: 3 clusters Score -775470.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -775535.187500 Penalty: 904.321533
	Iteration 26Q: 3 clusters Score -775535.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -775604.062500 Penalty: 904.321533
	Iteration 27Q: 3 clusters Score -775604.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -775660.312500 Penalty: 904.321533
	Iteration 28Q: 3 clusters Score -775660.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -775703.062500 Penalty: 904.321533
	Iteration 29Q: 3 clusters Score -775703.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -775751.937500 Penalty: 904.321533
	Iteration 30Q: 3 clusters Score -775751.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -775804.062500 Penalty: 904.321533
	Iteration 31Q: 3 clusters Score -775804.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -775838.625000 Penalty: 904.321533
	Iteration 32Q: 3 clusters Score -775838.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -775867.375000 Penalty: 904.321533
	Iteration 33Q: 3 clusters Score -775867.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -775890.000000 Penalty: 904.321533
	Iteration 34Q: 3 clusters Score -775890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -775910.500000 Penalty: 904.321533
	Iteration 35Q: 3 clusters Score -775910.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -775916.812500 Penalty: 904.321533
	Iteration 36Q: 3 clusters Score -775916.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -775922.625000 Penalty: 904.321533
	Iteration 37Q: 3 clusters Score -775922.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -775927.125000 Penalty: 904.321533
	Iteration 38Q: 3 clusters Score -775927.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -775931.937500 Penalty: 904.321533
	Iteration 39Q: 3 clusters Score -775931.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -775940.687500 Penalty: 904.321533
	Iteration 40F: 3 clusters Score -775940.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -775944.562500 Penalty: 904.321533
	Iteration 41Q: 3 clusters Score -775944.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -775946.375000 Penalty: 904.321533
	Iteration 42Q: 3 clusters Score -775946.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -775947.125000 Penalty: 904.321533
	Iteration 43Q: 3 clusters Score -775947.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -775948.312500 Penalty: 904.321533
	Iteration 44Q: 3 clusters Score -775948.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -775948.312500 Penalty: 904.321533
	Iteration 45F: 3 clusters Score -775948.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Entering Unmasked Estep 
Score: -132077.609375 Penalty: 374.248199
	Iteration 0F: 2 clusters Score -132077.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -129556.117188 Penalty: 748.496399
	Iteration 0F: 3 clusters Score -129556.1 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -130517.992188 Penalty: 748.496399
	Iteration 1F: 3 clusters Score -130518 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -130670.703125 Penalty: 748.496399
	Iteration 2F: 3 clusters Score -130670.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -130789.335938 Penalty: 748.496399
	Iteration 3F: 3 clusters Score -130789.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -130872.171875 Penalty: 748.496399
	Iteration 4Q: 3 clusters Score -130872.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -130939.304688 Penalty: 748.496399
	Iteration 5Q: 3 clusters Score -130939.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -131000.296875 Penalty: 748.496399
	Iteration 6Q: 3 clusters Score -131000.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -131055.593750 Penalty: 748.496399
	Iteration 7Q: 3 clusters Score -131055.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -131125.390625 Penalty: 748.496399
	Iteration 8Q: 3 clusters Score -131125.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -131210.234375 Penalty: 748.496399
	Iteration 9Q: 3 clusters Score -131210.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -131290.750000 Penalty: 748.496399
	Iteration 10Q: 3 clusters Score -131290.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -131362.437500 Penalty: 748.496399
	Iteration 11Q: 3 clusters Score -131362.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -131424.125000 Penalty: 748.496399
	Iteration 12Q: 3 clusters Score -131424.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -131490.031250 Penalty: 748.496399
	Iteration 13Q: 3 clusters Score -131490 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -131545.875000 Penalty: 748.496399
	Iteration 14Q: 3 clusters Score -131545.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -131589.531250 Penalty: 748.496399
	Iteration 15Q: 3 clusters Score -131589.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -131617.406250 Penalty: 748.496399
	Iteration 16Q: 3 clusters Score -131617.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -131641.750000 Penalty: 748.496399
	Iteration 17Q: 3 clusters Score -131641.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -131661.296875 Penalty: 748.496399
	Iteration 18Q: 3 clusters Score -131661.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -131683.937500 Penalty: 748.496399
	Iteration 19Q: 3 clusters Score -131683.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -131706.406250 Penalty: 748.496399
	Iteration 20F: 3 clusters Score -131706.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -131727.328125 Penalty: 748.496399
	Iteration 21Q: 3 clusters Score -131727.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -131743.953125 Penalty: 748.496399
	Iteration 22Q: 3 clusters Score -131744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -131751.531250 Penalty: 748.496399
	Iteration 23Q: 3 clusters Score -131751.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -131756.125000 Penalty: 748.496399
	Iteration 24Q: 3 clusters Score -131756.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -131761.046875 Penalty: 748.496399
	Iteration 25Q: 3 clusters Score -131761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -131766.359375 Penalty: 748.496399
	Iteration 26Q: 3 clusters Score -131766.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -131770.531250 Penalty: 748.496399
	Iteration 27Q: 3 clusters Score -131770.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -131774.218750 Penalty: 748.496399
	Iteration 28Q: 3 clusters Score -131774.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -131776.593750 Penalty: 748.496399
	Iteration 29Q: 3 clusters Score -131776.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -131777.812500 Penalty: 748.496399
	Iteration 30Q: 3 clusters Score -131777.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -131786.156250 Penalty: 748.496399
	Iteration 31Q: 3 clusters Score -131786.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -131796.671875 Penalty: 748.496399
	Iteration 32Q: 3 clusters Score -131796.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -131801.046875 Penalty: 748.496399
	Iteration 33Q: 3 clusters Score -131801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -131802.328125 Penalty: 748.496399
	Iteration 34Q: 3 clusters Score -131802.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -131802.937500 Penalty: 748.496399
	Iteration 35Q: 3 clusters Score -131802.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -131802.937500 Penalty: 748.496399
	Iteration 36F: 3 clusters Score -131802.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Entering Unmasked Estep 
Score: -273404.031250 Penalty: 406.505737
	Iteration 0F: 2 clusters Score -273404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -268298.718750 Penalty: 813.011475
	Iteration 0F: 3 clusters Score -268298.7 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -270379.312500 Penalty: 813.011475
	Iteration 1F: 3 clusters Score -270379.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -270718.718750 Penalty: 813.011475
	Iteration 2F: 3 clusters Score -270718.7 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -271191.812500 Penalty: 813.011475
	Iteration 3F: 3 clusters Score -271191.8 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -271803.718750 Penalty: 813.011475
	Iteration 4F: 3 clusters Score -271803.7 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -272407.250000 Penalty: 813.011475
	Iteration 5F: 3 clusters Score -272407.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -272764.125000 Penalty: 813.011475
	Iteration 6Q: 3 clusters Score -272764.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -272922.968750 Penalty: 813.011475
	Iteration 7Q: 3 clusters Score -272923 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -272987.750000 Penalty: 813.011475
	Iteration 8Q: 3 clusters Score -272987.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -273017.468750 Penalty: 813.011475
	Iteration 9Q: 3 clusters Score -273017.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -273033.281250 Penalty: 813.011475
	Iteration 10Q: 3 clusters Score -273033.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -273038.250000 Penalty: 813.011475
	Iteration 11Q: 3 clusters Score -273038.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -273048.250000 Penalty: 813.011475
	Iteration 12Q: 3 clusters Score -273048.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -273059.687500 Penalty: 813.011475
	Iteration 13Q: 3 clusters Score -273059.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -273067.531250 Penalty: 813.011475
	Iteration 14Q: 3 clusters Score -273067.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -273071.468750 Penalty: 813.011475
	Iteration 15Q: 3 clusters Score -273071.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -273075.125000 Penalty: 813.011475
	Iteration 16Q: 3 clusters Score -273075.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -273075.125000 Penalty: 813.011475
	Iteration 17F: 3 clusters Score -273075.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Entering Unmasked Estep 
Score: -62907.687500 Penalty: 339.216064
	Iteration 0F: 2 clusters Score -62907.69 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 831 members 
Entering Unmasked Estep 
Score: -61633.917969 Penalty: 678.432129
	Iteration 0F: 3 clusters Score -61633.92 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -62091.199219 Penalty: 678.432129
	Iteration 1F: 3 clusters Score -62091.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -62349.640625 Penalty: 678.432129
	Iteration 2F: 3 clusters Score -62349.64 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -62554.777344 Penalty: 678.432129
	Iteration 3F: 3 clusters Score -62554.78 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -62654.714844 Penalty: 678.432129
	Iteration 4F: 3 clusters Score -62654.71 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62694.300781 Penalty: 678.432129
	Iteration 5Q: 3 clusters Score -62694.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62718.859375 Penalty: 678.432129
	Iteration 6Q: 3 clusters Score -62718.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -62725.558594 Penalty: 678.432129
	Iteration 7Q: 3 clusters Score -62725.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -62730.539062 Penalty: 678.432129
	Iteration 8Q: 3 clusters Score -62730.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62737.101562 Penalty: 678.432129
	Iteration 9Q: 3 clusters Score -62737.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62741.199219 Penalty: 678.432129
	Iteration 10Q: 3 clusters Score -62741.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -62743.304688 Penalty: 678.432129
	Iteration 11Q: 3 clusters Score -62743.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62744.433594 Penalty: 678.432129
	Iteration 12Q: 3 clusters Score -62744.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62744.664062 Penalty: 678.432129
	Iteration 13Q: 3 clusters Score -62744.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62744.664062 Penalty: 678.432129
	Iteration 14F: 3 clusters Score -62744.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Entering Unmasked Estep 
Score: -150121.375000 Penalty: 378.257965
	Iteration 0F: 2 clusters Score -150121.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -147350.890625 Penalty: 756.515930
	Iteration 0F: 3 clusters Score -147350.9 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -148315.718750 Penalty: 756.515930
	Iteration 1F: 3 clusters Score -148315.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -148446.765625 Penalty: 756.515930
	Iteration 2F: 3 clusters Score -148446.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -148580.562500 Penalty: 756.515930
	Iteration 3F: 3 clusters Score -148580.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -148726.906250 Penalty: 756.515930
	Iteration 4F: 3 clusters Score -148726.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -148903.718750 Penalty: 756.515930
	Iteration 5F: 3 clusters Score -148903.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -149095.921875 Penalty: 756.515930
	Iteration 6F: 3 clusters Score -149095.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -149292.296875 Penalty: 756.515930
	Iteration 7F: 3 clusters Score -149292.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -149468.109375 Penalty: 756.515930
	Iteration 8Q: 3 clusters Score -149468.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -149607.171875 Penalty: 756.515930
	Iteration 9Q: 3 clusters Score -149607.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -149685.265625 Penalty: 756.515930
	Iteration 10Q: 3 clusters Score -149685.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -149734.031250 Penalty: 756.515930
	Iteration 11Q: 3 clusters Score -149734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -149768.140625 Penalty: 756.515930
	Iteration 12Q: 3 clusters Score -149768.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -149786.375000 Penalty: 756.515930
	Iteration 13Q: 3 clusters Score -149786.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -149793.875000 Penalty: 756.515930
	Iteration 14Q: 3 clusters Score -149793.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -149797.468750 Penalty: 756.515930
	Iteration 15Q: 3 clusters Score -149797.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -149798.750000 Penalty: 756.515930
	Iteration 16Q: 3 clusters Score -149798.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -149798.750000 Penalty: 756.515930
	Iteration 17F: 3 clusters Score -149798.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Entering Unmasked Estep 
Score: -64653.269531 Penalty: 340.230988
	Iteration 0F: 2 clusters Score -64653.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -63370.941406 Penalty: 680.461975
	Iteration 0F: 3 clusters Score -63370.94 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -63780.644531 Penalty: 680.461975
	Iteration 1F: 3 clusters Score -63780.64 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -63853.394531 Penalty: 680.461975
	Iteration 2F: 3 clusters Score -63853.39 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -63907.742188 Penalty: 680.461975
	Iteration 3F: 3 clusters Score -63907.74 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -63962.210938 Penalty: 680.461975
	Iteration 4F: 3 clusters Score -63962.21 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -64008.312500 Penalty: 680.461975
	Iteration 5Q: 3 clusters Score -64008.31 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -64042.730469 Penalty: 680.461975
	Iteration 6Q: 3 clusters Score -64042.73 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -64068.929688 Penalty: 680.461975
	Iteration 7Q: 3 clusters Score -64068.93 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -64089.929688 Penalty: 680.461975
	Iteration 8Q: 3 clusters Score -64089.93 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -64107.722656 Penalty: 680.461975
	Iteration 9Q: 3 clusters Score -64107.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -64119.679688 Penalty: 680.461975
	Iteration 10Q: 3 clusters Score -64119.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -64127.925781 Penalty: 680.461975
	Iteration 11Q: 3 clusters Score -64127.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -64137.285156 Penalty: 680.461975
	Iteration 12Q: 3 clusters Score -64137.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -64153.640625 Penalty: 680.461975
	Iteration 13Q: 3 clusters Score -64153.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -64179.773438 Penalty: 680.461975
	Iteration 14Q: 3 clusters Score -64179.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -64206.050781 Penalty: 680.461975
	Iteration 15Q: 3 clusters Score -64206.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -64224.027344 Penalty: 680.461975
	Iteration 16Q: 3 clusters Score -64224.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -64235.582031 Penalty: 680.461975
	Iteration 17Q: 3 clusters Score -64235.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -64246.726562 Penalty: 680.461975
	Iteration 18Q: 3 clusters Score -64246.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -64257.187500 Penalty: 680.461975
	Iteration 19Q: 3 clusters Score -64257.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -64268.058594 Penalty: 680.461975
	Iteration 20F: 3 clusters Score -64268.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -64281.824219 Penalty: 680.461975
	Iteration 21Q: 3 clusters Score -64281.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -64290.589844 Penalty: 680.461975
	Iteration 22Q: 3 clusters Score -64290.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -64297.980469 Penalty: 680.461975
	Iteration 23Q: 3 clusters Score -64297.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -64304.750000 Penalty: 680.461975
	Iteration 24Q: 3 clusters Score -64304.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -64312.273438 Penalty: 680.461975
	Iteration 25Q: 3 clusters Score -64312.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -64317.929688 Penalty: 680.461975
	Iteration 26Q: 3 clusters Score -64317.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -64321.972656 Penalty: 680.461975
	Iteration 27Q: 3 clusters Score -64321.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -64328.371094 Penalty: 680.461975
	Iteration 28Q: 3 clusters Score -64328.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -64336.734375 Penalty: 680.461975
	Iteration 29Q: 3 clusters Score -64336.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -64344.906250 Penalty: 680.461975
	Iteration 30Q: 3 clusters Score -64344.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -64348.148438 Penalty: 680.461975
	Iteration 31Q: 3 clusters Score -64348.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -64353.023438 Penalty: 680.461975
	Iteration 32Q: 3 clusters Score -64353.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -64359.683594 Penalty: 680.461975
	Iteration 33Q: 3 clusters Score -64359.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -64369.632812 Penalty: 680.461975
	Iteration 34Q: 3 clusters Score -64369.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -64378.222656 Penalty: 680.461975
	Iteration 35Q: 3 clusters Score -64378.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -64382.195312 Penalty: 680.461975
	Iteration 36Q: 3 clusters Score -64382.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -64387.460938 Penalty: 680.461975
	Iteration 37Q: 3 clusters Score -64387.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -64394.710938 Penalty: 680.461975
	Iteration 38Q: 3 clusters Score -64394.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -64400.347656 Penalty: 680.461975
	Iteration 39Q: 3 clusters Score -64400.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -64407.042969 Penalty: 680.461975
	Iteration 40F: 3 clusters Score -64407.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -64410.871094 Penalty: 680.461975
	Iteration 41Q: 3 clusters Score -64410.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -64414.941406 Penalty: 680.461975
	Iteration 42Q: 3 clusters Score -64414.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -64420.488281 Penalty: 680.461975
	Iteration 43Q: 3 clusters Score -64420.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -64424.902344 Penalty: 680.461975
	Iteration 44Q: 3 clusters Score -64424.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -64428.960938 Penalty: 680.461975
	Iteration 45Q: 3 clusters Score -64428.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -64432.035156 Penalty: 680.461975
	Iteration 46Q: 3 clusters Score -64432.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -64435.781250 Penalty: 680.461975
	Iteration 47Q: 3 clusters Score -64435.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -64437.363281 Penalty: 680.461975
	Iteration 48Q: 3 clusters Score -64437.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -64440.441406 Penalty: 680.461975
	Iteration 49Q: 3 clusters Score -64440.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -64443.386719 Penalty: 680.461975
	Iteration 50Q: 3 clusters Score -64443.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -64445.671875 Penalty: 680.461975
	Iteration 51Q: 3 clusters Score -64445.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -64448.363281 Penalty: 680.461975
	Iteration 52Q: 3 clusters Score -64448.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -64450.312500 Penalty: 680.461975
	Iteration 53Q: 3 clusters Score -64450.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -64452.535156 Penalty: 680.461975
	Iteration 54Q: 3 clusters Score -64452.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -64453.968750 Penalty: 680.461975
	Iteration 55Q: 3 clusters Score -64453.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -64454.167969 Penalty: 680.461975
	Iteration 56Q: 3 clusters Score -64454.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -64454.289062 Penalty: 680.461975
	Iteration 57Q: 3 clusters Score -64454.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -64454.289062 Penalty: 680.461975
	Iteration 58F: 3 clusters Score -64454.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 10034 members 
Mstep: Class 6 contains 476378 members 
Mstep: Class 7 contains 13588 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12727 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7251 members 
Mstep: Class 18 contains 5395 members 
Mstep: Class 19 contains 7772 members 
Mstep: Class 20 contains 3115 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17319 members 
Mstep: Class 26 contains 106463 members 
Mstep: Class 27 contains 3156 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 826 members 
Mstep: Class 30 contains 14082 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7222 members 
Mstep: Class 35 contains 558840 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6285 members 
Mstep: Class 38 contains 20694 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7587 members 
Mstep: Class 41 contains 1729 members 
Mstep: Class 42 contains 4078 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378984.000000 Penalty: 27671.500000
Iteration 199Q: 44 clusters Score -5.037898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 10032 members 
Mstep: Class 6 contains 476374 members 
Mstep: Class 7 contains 13588 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12727 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7251 members 
Mstep: Class 18 contains 5396 members 
Mstep: Class 19 contains 7772 members 
Mstep: Class 20 contains 3115 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17319 members 
Mstep: Class 26 contains 106465 members 
Mstep: Class 27 contains 3156 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 826 members 
Mstep: Class 30 contains 14084 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7220 members 
Mstep: Class 35 contains 558842 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6285 members 
Mstep: Class 38 contains 20694 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7586 members 
Mstep: Class 41 contains 1729 members 
Mstep: Class 42 contains 4078 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378972.000000 Penalty: 27671.500000
Iteration 200F: 44 clusters Score -5.037897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 10032 members 
Mstep: Class 6 contains 476374 members 
Mstep: Class 7 contains 13588 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12727 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12802 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7251 members 
Mstep: Class 18 contains 5396 members 
Mstep: Class 19 contains 7772 members 
Mstep: Class 20 contains 3115 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17319 members 
Mstep: Class 26 contains 106466 members 
Mstep: Class 27 contains 3156 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 826 members 
Mstep: Class 30 contains 14084 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 558842 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6285 members 
Mstep: Class 38 contains 20694 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7585 members 
Mstep: Class 41 contains 1729 members 
Mstep: Class 42 contains 4078 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378980.000000 Penalty: 27671.500000
Iteration 201Q: 44 clusters Score -5.037898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 10032 members 
Mstep: Class 6 contains 476374 members 
Mstep: Class 7 contains 13588 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12727 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12802 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7251 members 
Mstep: Class 18 contains 5396 members 
Mstep: Class 19 contains 7772 members 
Mstep: Class 20 contains 3115 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17319 members 
Mstep: Class 26 contains 106466 members 
Mstep: Class 27 contains 3156 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 826 members 
Mstep: Class 30 contains 14084 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 558842 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6285 members 
Mstep: Class 38 contains 20694 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7585 members 
Mstep: Class 41 contains 1729 members 
Mstep: Class 42 contains 4078 members 
Mstep: Class 43 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378980.000000 Penalty: 27671.500000
Iteration 202F: 44 clusters Score -5.037898e+07 nChanged 0
Entering ConstructFrom: 
Score: -50378980.000000 Penalty: 27671.500000
Entering ConstructFrom: 
Trying to split cluster 1 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -30108.152344 Penalty: 307.546112
	Iteration 0F: 2 clusters Score -30108.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -29410.460938 Penalty: 615.092224
	Iteration 0F: 3 clusters Score -29410.46 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -29638.109375 Penalty: 615.092224
	Iteration 1F: 3 clusters Score -29638.11 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -29717.943359 Penalty: 615.092224
	Iteration 2F: 3 clusters Score -29717.94 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -29770.371094 Penalty: 615.092224
	Iteration 3F: 3 clusters Score -29770.37 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -29807.996094 Penalty: 615.092224
	Iteration 4Q: 3 clusters Score -29808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -29829.666016 Penalty: 615.092224
	Iteration 5Q: 3 clusters Score -29829.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -29840.097656 Penalty: 615.092224
	Iteration 6Q: 3 clusters Score -29840.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -29846.242188 Penalty: 615.092224
	Iteration 7Q: 3 clusters Score -29846.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -29848.394531 Penalty: 615.092224
	Iteration 8Q: 3 clusters Score -29848.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -29849.375000 Penalty: 615.092224
	Iteration 9Q: 3 clusters Score -29849.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -29850.541016 Penalty: 615.092224
	Iteration 10Q: 3 clusters Score -29850.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -29850.541016 Penalty: 615.092224
	Iteration 11F: 3 clusters Score -29850.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Entering Unmasked Estep 
Score: -438539.093750 Penalty: 426.747711
	Iteration 0F: 2 clusters Score -438539.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -430709.875000 Penalty: 853.495422
	Iteration 0F: 3 clusters Score -430709.9 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -433942.281250 Penalty: 853.495422
	Iteration 1F: 3 clusters Score -433942.3 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -434228.250000 Penalty: 853.495422
	Iteration 2Q: 3 clusters Score -434228.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -434627.156250 Penalty: 853.495422
	Iteration 3F: 3 clusters Score -434627.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -435167.593750 Penalty: 853.495422
	Iteration 4F: 3 clusters Score -435167.6 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -435689.906250 Penalty: 853.495422
	Iteration 5F: 3 clusters Score -435689.9 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -436120.125000 Penalty: 853.495422
	Iteration 6F: 3 clusters Score -436120.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -436450.562500 Penalty: 853.495422
	Iteration 7Q: 3 clusters Score -436450.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -436661.093750 Penalty: 853.495422
	Iteration 8Q: 3 clusters Score -436661.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -436791.781250 Penalty: 853.495422
	Iteration 9Q: 3 clusters Score -436791.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -436892.906250 Penalty: 853.495422
	Iteration 10Q: 3 clusters Score -436892.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -436991.062500 Penalty: 853.495422
	Iteration 11Q: 3 clusters Score -436991.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -437090.718750 Penalty: 853.495422
	Iteration 12Q: 3 clusters Score -437090.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -437184.812500 Penalty: 853.495422
	Iteration 13Q: 3 clusters Score -437184.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -437275.656250 Penalty: 853.495422
	Iteration 14Q: 3 clusters Score -437275.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -437376.062500 Penalty: 853.495422
	Iteration 15Q: 3 clusters Score -437376.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -437480.406250 Penalty: 853.495422
	Iteration 16Q: 3 clusters Score -437480.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -437583.843750 Penalty: 853.495422
	Iteration 17Q: 3 clusters Score -437583.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -437681.593750 Penalty: 853.495422
	Iteration 18Q: 3 clusters Score -437681.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -437762.312500 Penalty: 853.495422
	Iteration 19Q: 3 clusters Score -437762.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -437831.312500 Penalty: 853.495422
	Iteration 20F: 3 clusters Score -437831.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -437890.625000 Penalty: 853.495422
	Iteration 21Q: 3 clusters Score -437890.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -437938.500000 Penalty: 853.495422
	Iteration 22Q: 3 clusters Score -437938.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -437969.875000 Penalty: 853.495422
	Iteration 23Q: 3 clusters Score -437969.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -437994.406250 Penalty: 853.495422
	Iteration 24Q: 3 clusters Score -437994.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -438020.281250 Penalty: 853.495422
	Iteration 25Q: 3 clusters Score -438020.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -438046.031250 Penalty: 853.495422
	Iteration 26Q: 3 clusters Score -438046 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -438073.093750 Penalty: 853.495422
	Iteration 27Q: 3 clusters Score -438073.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -438092.281250 Penalty: 853.495422
	Iteration 28Q: 3 clusters Score -438092.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -438106.531250 Penalty: 853.495422
	Iteration 29Q: 3 clusters Score -438106.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -438118.687500 Penalty: 853.495422
	Iteration 30Q: 3 clusters Score -438118.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -438126.812500 Penalty: 853.495422
	Iteration 31Q: 3 clusters Score -438126.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -438136.031250 Penalty: 853.495422
	Iteration 32Q: 3 clusters Score -438136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -438145.062500 Penalty: 853.495422
	Iteration 33Q: 3 clusters Score -438145.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -438153.718750 Penalty: 853.495422
	Iteration 34Q: 3 clusters Score -438153.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -438161.687500 Penalty: 853.495422
	Iteration 35Q: 3 clusters Score -438161.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -438169.187500 Penalty: 853.495422
	Iteration 36Q: 3 clusters Score -438169.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -438170.593750 Penalty: 853.495422
	Iteration 37Q: 3 clusters Score -438170.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -438172.937500 Penalty: 853.495422
	Iteration 38Q: 3 clusters Score -438172.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -438175.562500 Penalty: 853.495422
	Iteration 39Q: 3 clusters Score -438175.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -438180.000000 Penalty: 853.495422
	Iteration 40F: 3 clusters Score -438180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -438182.125000 Penalty: 853.495422
	Iteration 41Q: 3 clusters Score -438182.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -438184.343750 Penalty: 853.495422
	Iteration 42Q: 3 clusters Score -438184.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -438184.625000 Penalty: 853.495422
	Iteration 43Q: 3 clusters Score -438184.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -438185.062500 Penalty: 853.495422
	Iteration 44Q: 3 clusters Score -438185.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -438186.125000 Penalty: 853.495422
	Iteration 45Q: 3 clusters Score -438186.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -438187.250000 Penalty: 853.495422
	Iteration 46Q: 3 clusters Score -438187.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -438187.250000 Penalty: 853.495422
	Iteration 47Q: 3 clusters Score -438187.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -438188.093750 Penalty: 853.495422
	Iteration 48Q: 3 clusters Score -438188.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -438189.187500 Penalty: 853.495422
	Iteration 49Q: 3 clusters Score -438189.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -438189.593750 Penalty: 853.495422
	Iteration 50Q: 3 clusters Score -438189.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -438189.250000 Penalty: 853.495422
	Iteration 51Q: 3 clusters Score -438189.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -438188.718750 Penalty: 853.495422
	Iteration 52Q: 3 clusters Score -438188.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -438188.906250 Penalty: 853.495422
	Iteration 53Q: 3 clusters Score -438188.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -438189.593750 Penalty: 853.495422
	Iteration 54Q: 3 clusters Score -438189.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -438189.843750 Penalty: 853.495422
	Iteration 55Q: 3 clusters Score -438189.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -438189.843750 Penalty: 853.495422
	Iteration 56F: 3 clusters Score -438189.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Entering Unmasked Estep 
Score: -76289.234375 Penalty: 360.164948
	Iteration 0F: 2 clusters Score -76289.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -74366.945312 Penalty: 720.329895
	Iteration 0F: 3 clusters Score -74366.95 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -75107.171875 Penalty: 720.329895
	Iteration 1F: 3 clusters Score -75107.17 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -75218.164062 Penalty: 720.329895
	Iteration 2F: 3 clusters Score -75218.16 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -75313.953125 Penalty: 720.329895
	Iteration 3F: 3 clusters Score -75313.95 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -75395.953125 Penalty: 720.329895
	Iteration 4F: 3 clusters Score -75395.95 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -75473.507812 Penalty: 720.329895
	Iteration 5Q: 3 clusters Score -75473.51 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -75556.070312 Penalty: 720.329895
	Iteration 6Q: 3 clusters Score -75556.07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -75619.226562 Penalty: 720.329895
	Iteration 7Q: 3 clusters Score -75619.23 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -75676.390625 Penalty: 720.329895
	Iteration 8Q: 3 clusters Score -75676.39 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -75722.007812 Penalty: 720.329895
	Iteration 9Q: 3 clusters Score -75722.01 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -75763.453125 Penalty: 720.329895
	Iteration 10Q: 3 clusters Score -75763.45 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -75798.054688 Penalty: 720.329895
	Iteration 11Q: 3 clusters Score -75798.05 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -75834.523438 Penalty: 720.329895
	Iteration 12Q: 3 clusters Score -75834.52 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -75867.585938 Penalty: 720.329895
	Iteration 13Q: 3 clusters Score -75867.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -75893.054688 Penalty: 720.329895
	Iteration 14Q: 3 clusters Score -75893.05 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -75927.851562 Penalty: 720.329895
	Iteration 15Q: 3 clusters Score -75927.85 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -75970.507812 Penalty: 720.329895
	Iteration 16Q: 3 clusters Score -75970.51 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -76016.234375 Penalty: 720.329895
	Iteration 17Q: 3 clusters Score -76016.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -76048.781250 Penalty: 720.329895
	Iteration 18Q: 3 clusters Score -76048.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -76077.093750 Penalty: 720.329895
	Iteration 19Q: 3 clusters Score -76077.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -76099.343750 Penalty: 720.329895
	Iteration 20F: 3 clusters Score -76099.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -76120.031250 Penalty: 720.329895
	Iteration 21Q: 3 clusters Score -76120.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -76128.687500 Penalty: 720.329895
	Iteration 22Q: 3 clusters Score -76128.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -76132.585938 Penalty: 720.329895
	Iteration 23Q: 3 clusters Score -76132.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -76133.289062 Penalty: 720.329895
	Iteration 24Q: 3 clusters Score -76133.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -76135.664062 Penalty: 720.329895
	Iteration 25Q: 3 clusters Score -76135.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -76136.945312 Penalty: 720.329895
	Iteration 26Q: 3 clusters Score -76136.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -76139.148438 Penalty: 720.329895
	Iteration 27Q: 3 clusters Score -76139.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -76139.539062 Penalty: 720.329895
	Iteration 28Q: 3 clusters Score -76139.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -76139.539062 Penalty: 720.329895
	Iteration 29F: 3 clusters Score -76139.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -83079.835938 Penalty: 353.140015
	Iteration 0F: 2 clusters Score -83079.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -81404.984375 Penalty: 706.280029
	Iteration 0F: 3 clusters Score -81404.98 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -82017.601562 Penalty: 706.280029
	Iteration 1F: 3 clusters Score -82017.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -82145.265625 Penalty: 706.280029
	Iteration 2F: 3 clusters Score -82145.27 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -82269.468750 Penalty: 706.280029
	Iteration 3F: 3 clusters Score -82269.47 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -82400.679688 Penalty: 706.280029
	Iteration 4F: 3 clusters Score -82400.68 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -82486.078125 Penalty: 706.280029
	Iteration 5Q: 3 clusters Score -82486.08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -82566.617188 Penalty: 706.280029
	Iteration 6Q: 3 clusters Score -82566.62 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -82626.156250 Penalty: 706.280029
	Iteration 7Q: 3 clusters Score -82626.16 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -82673.398438 Penalty: 706.280029
	Iteration 8Q: 3 clusters Score -82673.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -82706.406250 Penalty: 706.280029
	Iteration 9Q: 3 clusters Score -82706.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -82729.500000 Penalty: 706.280029
	Iteration 10Q: 3 clusters Score -82729.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -82748.578125 Penalty: 706.280029
	Iteration 11Q: 3 clusters Score -82748.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -82760.171875 Penalty: 706.280029
	Iteration 12Q: 3 clusters Score -82760.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -82768.046875 Penalty: 706.280029
	Iteration 13Q: 3 clusters Score -82768.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -82772.250000 Penalty: 706.280029
	Iteration 14Q: 3 clusters Score -82772.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -82776.109375 Penalty: 706.280029
	Iteration 15Q: 3 clusters Score -82776.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -82778.968750 Penalty: 706.280029
	Iteration 16Q: 3 clusters Score -82778.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -82782.328125 Penalty: 706.280029
	Iteration 17Q: 3 clusters Score -82782.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -82784.382812 Penalty: 706.280029
	Iteration 18Q: 3 clusters Score -82784.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -82784.859375 Penalty: 706.280029
	Iteration 19Q: 3 clusters Score -82784.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -82785.351562 Penalty: 706.280029
	Iteration 20F: 3 clusters Score -82785.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -82786.234375 Penalty: 706.280029
	Iteration 21Q: 3 clusters Score -82786.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -82786.679688 Penalty: 706.280029
	Iteration 22Q: 3 clusters Score -82786.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -82786.679688 Penalty: 706.280029
	Iteration 23F: 3 clusters Score -82786.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Entering Unmasked Estep 
Score: -371759.375000 Penalty: 419.215851
	Iteration 0F: 2 clusters Score -371759.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -365081.156250 Penalty: 838.431702
	Iteration 0F: 3 clusters Score -365081.2 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -368304.875000 Penalty: 838.431702
	Iteration 1F: 3 clusters Score -368304.9 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -368946.062500 Penalty: 838.431702
	Iteration 2F: 3 clusters Score -368946.1 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -369567.000000 Penalty: 838.431702
	Iteration 3F: 3 clusters Score -369567 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -369998.437500 Penalty: 838.431702
	Iteration 4F: 3 clusters Score -369998.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -370281.000000 Penalty: 838.431702
	Iteration 5F: 3 clusters Score -370281 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -370471.875000 Penalty: 838.431702
	Iteration 6Q: 3 clusters Score -370471.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -370670.406250 Penalty: 838.431702
	Iteration 7Q: 3 clusters Score -370670.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -370858.156250 Penalty: 838.431702
	Iteration 8Q: 3 clusters Score -370858.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -371030.656250 Penalty: 838.431702
	Iteration 9Q: 3 clusters Score -371030.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -371180.750000 Penalty: 838.431702
	Iteration 10Q: 3 clusters Score -371180.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -371272.000000 Penalty: 838.431702
	Iteration 11Q: 3 clusters Score -371272 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -371345.781250 Penalty: 838.431702
	Iteration 12Q: 3 clusters Score -371345.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -371395.750000 Penalty: 838.431702
	Iteration 13Q: 3 clusters Score -371395.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -371430.593750 Penalty: 838.431702
	Iteration 14Q: 3 clusters Score -371430.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -371453.500000 Penalty: 838.431702
	Iteration 15Q: 3 clusters Score -371453.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -371469.031250 Penalty: 838.431702
	Iteration 16Q: 3 clusters Score -371469 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -371478.781250 Penalty: 838.431702
	Iteration 17Q: 3 clusters Score -371478.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -371483.812500 Penalty: 838.431702
	Iteration 18Q: 3 clusters Score -371483.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -371487.500000 Penalty: 838.431702
	Iteration 19Q: 3 clusters Score -371487.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -371491.968750 Penalty: 838.431702
	Iteration 20F: 3 clusters Score -371492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -371495.812500 Penalty: 838.431702
	Iteration 21Q: 3 clusters Score -371495.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -371498.031250 Penalty: 838.431702
	Iteration 22Q: 3 clusters Score -371498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -371501.250000 Penalty: 838.431702
	Iteration 23Q: 3 clusters Score -371501.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -371500.718750 Penalty: 838.431702
	Iteration 24Q: 3 clusters Score -371500.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -371503.343750 Penalty: 838.431702
	Iteration 25Q: 3 clusters Score -371503.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -371504.625000 Penalty: 838.431702
	Iteration 26Q: 3 clusters Score -371504.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -371506.468750 Penalty: 838.431702
	Iteration 27Q: 3 clusters Score -371506.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -371508.187500 Penalty: 838.431702
	Iteration 28Q: 3 clusters Score -371508.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -371510.750000 Penalty: 838.431702
	Iteration 29Q: 3 clusters Score -371510.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -371511.156250 Penalty: 838.431702
	Iteration 30Q: 3 clusters Score -371511.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -371512.000000 Penalty: 838.431702
	Iteration 31Q: 3 clusters Score -371512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -371511.937500 Penalty: 838.431702
	Iteration 32Q: 3 clusters Score -371511.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -371513.281250 Penalty: 838.431702
	Iteration 33Q: 3 clusters Score -371513.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -371516.031250 Penalty: 838.431702
	Iteration 34Q: 3 clusters Score -371516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -371515.531250 Penalty: 838.431702
	Iteration 35Q: 3 clusters Score -371515.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -371517.718750 Penalty: 838.431702
	Iteration 36Q: 3 clusters Score -371517.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -371520.625000 Penalty: 838.431702
	Iteration 37Q: 3 clusters Score -371520.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -371523.968750 Penalty: 838.431702
	Iteration 38Q: 3 clusters Score -371524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -371529.343750 Penalty: 838.431702
	Iteration 39Q: 3 clusters Score -371529.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -371534.937500 Penalty: 838.431702
	Iteration 40F: 3 clusters Score -371534.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -371539.187500 Penalty: 838.431702
	Iteration 41Q: 3 clusters Score -371539.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -371544.968750 Penalty: 838.431702
	Iteration 42Q: 3 clusters Score -371545 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -371548.875000 Penalty: 838.431702
	Iteration 43Q: 3 clusters Score -371548.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -371552.937500 Penalty: 838.431702
	Iteration 44Q: 3 clusters Score -371552.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -371556.437500 Penalty: 838.431702
	Iteration 45Q: 3 clusters Score -371556.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -371559.875000 Penalty: 838.431702
	Iteration 46Q: 3 clusters Score -371559.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -371561.875000 Penalty: 838.431702
	Iteration 47Q: 3 clusters Score -371561.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -371565.406250 Penalty: 838.431702
	Iteration 48Q: 3 clusters Score -371565.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -371566.312500 Penalty: 838.431702
	Iteration 49Q: 3 clusters Score -371566.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -371567.375000 Penalty: 838.431702
	Iteration 50Q: 3 clusters Score -371567.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -371568.406250 Penalty: 838.431702
	Iteration 51Q: 3 clusters Score -371568.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -371570.625000 Penalty: 838.431702
	Iteration 52Q: 3 clusters Score -371570.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -371573.093750 Penalty: 838.431702
	Iteration 53Q: 3 clusters Score -371573.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -371574.312500 Penalty: 838.431702
	Iteration 54Q: 3 clusters Score -371574.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -371574.531250 Penalty: 838.431702
	Iteration 55Q: 3 clusters Score -371574.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -371574.437500 Penalty: 838.431702
	Iteration 56Q: 3 clusters Score -371574.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -371575.375000 Penalty: 838.431702
	Iteration 57Q: 3 clusters Score -371575.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -371574.750000 Penalty: 838.431702
	Iteration 58Q: 3 clusters Score -371574.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -371575.406250 Penalty: 838.431702
	Iteration 59Q: 3 clusters Score -371575.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -371576.687500 Penalty: 838.431702
	Iteration 60F: 3 clusters Score -371576.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -371576.125000 Penalty: 838.431702
	Iteration 61Q: 3 clusters Score -371576.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -371576.656250 Penalty: 838.431702
	Iteration 62Q: 3 clusters Score -371576.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -371575.812500 Penalty: 838.431702
	Iteration 63Q: 3 clusters Score -371575.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -371576.125000 Penalty: 838.431702
	Iteration 64Q: 3 clusters Score -371576.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -371575.718750 Penalty: 838.431702
	Iteration 65Q: 3 clusters Score -371575.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -371577.343750 Penalty: 838.431702
	Iteration 66Q: 3 clusters Score -371577.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -371577.343750 Penalty: 838.431702
	Iteration 67Q: 3 clusters Score -371577.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -371578.562500 Penalty: 838.431702
	Iteration 68Q: 3 clusters Score -371578.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -371578.468750 Penalty: 838.431702
	Iteration 69Q: 3 clusters Score -371578.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -371578.906250 Penalty: 838.431702
	Iteration 70Q: 3 clusters Score -371578.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -371578.937500 Penalty: 838.431702
	Iteration 71Q: 3 clusters Score -371578.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -371579.375000 Penalty: 838.431702
	Iteration 72Q: 3 clusters Score -371579.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -371578.875000 Penalty: 838.431702
	Iteration 73Q: 3 clusters Score -371578.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -371578.500000 Penalty: 838.431702
	Iteration 74Q: 3 clusters Score -371578.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -371580.437500 Penalty: 838.431702
	Iteration 75Q: 3 clusters Score -371580.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -371581.156250 Penalty: 838.431702
	Iteration 76Q: 3 clusters Score -371581.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -371581.187500 Penalty: 838.431702
	Iteration 77Q: 3 clusters Score -371581.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -371581.781250 Penalty: 838.431702
	Iteration 78Q: 3 clusters Score -371581.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -371581.468750 Penalty: 838.431702
	Iteration 79Q: 3 clusters Score -371581.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -371582.312500 Penalty: 838.431702
	Iteration 80F: 3 clusters Score -371582.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -371581.781250 Penalty: 838.431702
	Iteration 81Q: 3 clusters Score -371581.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -371582.093750 Penalty: 838.431702
	Iteration 82Q: 3 clusters Score -371582.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -371582.093750 Penalty: 838.431702
	Iteration 83F: 3 clusters Score -371582.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (476374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476374 members 
Entering Unmasked Estep 
Score: -18288710.000000 Penalty: 594.865112
	Iteration 0F: 2 clusters Score -1.828871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238027 members 
Mstep: Class 2 contains 238347 members 
Entering Unmasked Estep 
Score: -17968348.000000 Penalty: 1189.730225
	Iteration 0F: 3 clusters Score -1.796835e+07 nChanged 236623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216208 members 
Mstep: Class 2 contains 260166 members 
Entering Unmasked Estep 
Score: -18116358.000000 Penalty: 1189.730225
	Iteration 1F: 3 clusters Score -1.811636e+07 nChanged 19058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205150 members 
Mstep: Class 2 contains 271224 members 
Entering Unmasked Estep 
Score: -18124360.000000 Penalty: 1189.730225
	Iteration 2Q: 3 clusters Score -1.812436e+07 nChanged 23296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190108 members 
Mstep: Class 2 contains 286266 members 
Entering Unmasked Estep 
Score: -18138882.000000 Penalty: 1189.730225
	Iteration 3Q: 3 clusters Score -1.813888e+07 nChanged 27410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172386 members 
Mstep: Class 2 contains 303988 members 
Entering Unmasked Estep 
Score: -18161360.000000 Penalty: 1189.730225
	Iteration 4F: 3 clusters Score -1.816136e+07 nChanged 29591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155001 members 
Mstep: Class 2 contains 321373 members 
Entering Unmasked Estep 
Score: -18189032.000000 Penalty: 1189.730225
	Iteration 5F: 3 clusters Score -1.818903e+07 nChanged 26892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141619 members 
Mstep: Class 2 contains 334755 members 
Entering Unmasked Estep 
Score: -18209128.000000 Penalty: 1189.730225
	Iteration 6F: 3 clusters Score -1.820913e+07 nChanged 19330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131505 members 
Mstep: Class 2 contains 344869 members 
Entering Unmasked Estep 
Score: -18218392.000000 Penalty: 1189.730225
	Iteration 7Q: 3 clusters Score -1.821839e+07 nChanged 12941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121810 members 
Mstep: Class 2 contains 354564 members 
Entering Unmasked Estep 
Score: -18222914.000000 Penalty: 1189.730225
	Iteration 8Q: 3 clusters Score -1.822291e+07 nChanged 10531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111779 members 
Mstep: Class 2 contains 364595 members 
Entering Unmasked Estep 
Score: -18226354.000000 Penalty: 1189.730225
	Iteration 9Q: 3 clusters Score -1.822635e+07 nChanged 10143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101666 members 
Mstep: Class 2 contains 374708 members 
Entering Unmasked Estep 
Score: -18229986.000000 Penalty: 1189.730225
	Iteration 10Q: 3 clusters Score -1.822999e+07 nChanged 10180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91490 members 
Mstep: Class 2 contains 384884 members 
Entering Unmasked Estep 
Score: -18233834.000000 Penalty: 1189.730225
	Iteration 11Q: 3 clusters Score -1.823383e+07 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81643 members 
Mstep: Class 2 contains 394731 members 
Entering Unmasked Estep 
Score: -18237796.000000 Penalty: 1189.730225
	Iteration 12Q: 3 clusters Score -1.82378e+07 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71882 members 
Mstep: Class 2 contains 404492 members 
Entering Unmasked Estep 
Score: -18241954.000000 Penalty: 1189.730225
	Iteration 13Q: 3 clusters Score -1.824195e+07 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 413696 members 
Entering Unmasked Estep 
Score: -18246706.000000 Penalty: 1189.730225
	Iteration 14Q: 3 clusters Score -1.824671e+07 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53681 members 
Mstep: Class 2 contains 422693 members 
Entering Unmasked Estep 
Score: -18251434.000000 Penalty: 1189.730225
	Iteration 15Q: 3 clusters Score -1.825143e+07 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 431061 members 
Entering Unmasked Estep 
Score: -18255938.000000 Penalty: 1189.730225
	Iteration 16Q: 3 clusters Score -1.825594e+07 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 438653 members 
Entering Unmasked Estep 
Score: -18260636.000000 Penalty: 1189.730225
	Iteration 17Q: 3 clusters Score -1.826064e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 445621 members 
Entering Unmasked Estep 
Score: -18264776.000000 Penalty: 1189.730225
	Iteration 18Q: 3 clusters Score -1.826478e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 451771 members 
Entering Unmasked Estep 
Score: -18268534.000000 Penalty: 1189.730225
	Iteration 19Q: 3 clusters Score -1.826853e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 457141 members 
Entering Unmasked Estep 
Score: -18272408.000000 Penalty: 1189.730225
	Iteration 20F: 3 clusters Score -1.827241e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 461909 members 
Entering Unmasked Estep 
Score: -18276186.000000 Penalty: 1189.730225
	Iteration 21Q: 3 clusters Score -1.827619e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 465927 members 
Entering Unmasked Estep 
Score: -18279498.000000 Penalty: 1189.730225
	Iteration 22Q: 3 clusters Score -1.82795e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 469168 members 
Entering Unmasked Estep 
Score: -18282168.000000 Penalty: 1189.730225
	Iteration 23Q: 3 clusters Score -1.828217e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 471644 members 
Entering Unmasked Estep 
Score: -18284222.000000 Penalty: 1189.730225
	Iteration 24Q: 3 clusters Score -1.828422e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 473422 members 
Entering Unmasked Estep 
Score: -18285834.000000 Penalty: 1189.730225
	Iteration 25Q: 3 clusters Score -1.828583e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 474608 members 
Entering Unmasked Estep 
Score: -18286842.000000 Penalty: 1189.730225
	Iteration 26Q: 3 clusters Score -1.828684e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 475300 members 
Entering Unmasked Estep 
Score: -18287426.000000 Penalty: 1189.730225
	Iteration 27Q: 3 clusters Score -1.828743e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 475678 members 
Entering Unmasked Estep 
Score: -18287724.000000 Penalty: 1189.730225
	Iteration 28Q: 3 clusters Score -1.828772e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 475884 members 
Entering Unmasked Estep 
Score: -18287938.000000 Penalty: 1189.730225
	Iteration 29Q: 3 clusters Score -1.828794e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 476009 members 
Entering Unmasked Estep 
Score: -18288030.000000 Penalty: 1189.730225
	Iteration 30Q: 3 clusters Score -1.828803e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 476074 members 
Entering Unmasked Estep 
Score: -18288060.000000 Penalty: 1189.730225
	Iteration 31Q: 3 clusters Score -1.828806e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 476114 members 
Entering Unmasked Estep 
Score: -18288082.000000 Penalty: 1189.730225
	Iteration 32Q: 3 clusters Score -1.828808e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 476140 members 
Entering Unmasked Estep 
Score: -18288090.000000 Penalty: 1189.730225
	Iteration 33Q: 3 clusters Score -1.828809e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 476163 members 
Entering Unmasked Estep 
Score: -18288106.000000 Penalty: 1189.730225
	Iteration 34Q: 3 clusters Score -1.828811e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 476177 members 
Entering Unmasked Estep 
Score: -18288118.000000 Penalty: 1189.730225
	Iteration 35Q: 3 clusters Score -1.828812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 476185 members 
Entering Unmasked Estep 
Score: -18288136.000000 Penalty: 1189.730225
	Iteration 36Q: 3 clusters Score -1.828814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 476191 members 
Entering Unmasked Estep 
Score: -18288142.000000 Penalty: 1189.730225
	Iteration 37Q: 3 clusters Score -1.828814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 476192 members 
Entering Unmasked Estep 
Score: -18288142.000000 Penalty: 1189.730225
	Iteration 38Q: 3 clusters Score -1.828814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 476192 members 
Entering Unmasked Estep 
Score: -18288150.000000 Penalty: 1189.730225
	Iteration 39Q: 3 clusters Score -1.828815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 476191 members 
Entering Unmasked Estep 
Score: -18288146.000000 Penalty: 1189.730225
	Iteration 40F: 3 clusters Score -1.828815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 476193 members 
Entering Unmasked Estep 
Score: -18288150.000000 Penalty: 1189.730225
	Iteration 41Q: 3 clusters Score -1.828815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 476193 members 
Entering Unmasked Estep 
Score: -18288150.000000 Penalty: 1189.730225
	Iteration 42F: 3 clusters Score -1.828815e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Entering Unmasked Estep 
Score: -491702.593750 Penalty: 433.020874
	Iteration 0F: 2 clusters Score -491702.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -482670.156250 Penalty: 866.041748
	Iteration 0F: 3 clusters Score -482670.2 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -486250.343750 Penalty: 866.041748
	Iteration 1F: 3 clusters Score -486250.3 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -486516.750000 Penalty: 866.041748
	Iteration 2F: 3 clusters Score -486516.8 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -486860.437500 Penalty: 866.041748
	Iteration 3F: 3 clusters Score -486860.4 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -487264.406250 Penalty: 866.041748
	Iteration 4F: 3 clusters Score -487264.4 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -487764.781250 Penalty: 866.041748
	Iteration 5F: 3 clusters Score -487764.8 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -488334.312500 Penalty: 866.041748
	Iteration 6F: 3 clusters Score -488334.3 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -488979.656250 Penalty: 866.041748
	Iteration 7F: 3 clusters Score -488979.7 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -489713.312500 Penalty: 866.041748
	Iteration 8F: 3 clusters Score -489713.3 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -490377.718750 Penalty: 866.041748
	Iteration 9F: 3 clusters Score -490377.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -490836.593750 Penalty: 866.041748
	Iteration 10Q: 3 clusters Score -490836.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -491061.187500 Penalty: 866.041748
	Iteration 11Q: 3 clusters Score -491061.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -491163.687500 Penalty: 866.041748
	Iteration 12Q: 3 clusters Score -491163.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -491226.218750 Penalty: 866.041748
	Iteration 13Q: 3 clusters Score -491226.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -491267.281250 Penalty: 866.041748
	Iteration 14Q: 3 clusters Score -491267.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -491305.625000 Penalty: 866.041748
	Iteration 15Q: 3 clusters Score -491305.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -491333.656250 Penalty: 866.041748
	Iteration 16Q: 3 clusters Score -491333.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -491344.906250 Penalty: 866.041748
	Iteration 17Q: 3 clusters Score -491344.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -491351.625000 Penalty: 866.041748
	Iteration 18Q: 3 clusters Score -491351.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -491359.625000 Penalty: 866.041748
	Iteration 19Q: 3 clusters Score -491359.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -491364.875000 Penalty: 866.041748
	Iteration 20F: 3 clusters Score -491364.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -491371.500000 Penalty: 866.041748
	Iteration 21Q: 3 clusters Score -491371.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -491374.750000 Penalty: 866.041748
	Iteration 22Q: 3 clusters Score -491374.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -491375.625000 Penalty: 866.041748
	Iteration 23Q: 3 clusters Score -491375.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -491377.062500 Penalty: 866.041748
	Iteration 24Q: 3 clusters Score -491377.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -491377.187500 Penalty: 866.041748
	Iteration 25Q: 3 clusters Score -491377.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -491377.187500 Penalty: 866.041748
	Iteration 26F: 3 clusters Score -491377.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Entering Unmasked Estep 
Score: -97098.109375 Penalty: 357.197418
	Iteration 0F: 2 clusters Score -97098.11 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 1320 members 
Entering Unmasked Estep 
Score: -95293.601562 Penalty: 714.394836
	Iteration 0F: 3 clusters Score -95293.6 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -95943.304688 Penalty: 714.394836
	Iteration 1F: 3 clusters Score -95943.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -96061.304688 Penalty: 714.394836
	Iteration 2F: 3 clusters Score -96061.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -96185.000000 Penalty: 714.394836
	Iteration 3F: 3 clusters Score -96185 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -96328.617188 Penalty: 714.394836
	Iteration 4F: 3 clusters Score -96328.62 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -96469.000000 Penalty: 714.394836
	Iteration 5F: 3 clusters Score -96469 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -96558.429688 Penalty: 714.394836
	Iteration 6Q: 3 clusters Score -96558.43 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -96633.789062 Penalty: 714.394836
	Iteration 7Q: 3 clusters Score -96633.79 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -96689.921875 Penalty: 714.394836
	Iteration 8Q: 3 clusters Score -96689.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -96707.914062 Penalty: 714.394836
	Iteration 9Q: 3 clusters Score -96707.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -96726.789062 Penalty: 714.394836
	Iteration 10Q: 3 clusters Score -96726.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -96743.921875 Penalty: 714.394836
	Iteration 11Q: 3 clusters Score -96743.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -96767.390625 Penalty: 714.394836
	Iteration 12Q: 3 clusters Score -96767.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -96777.992188 Penalty: 714.394836
	Iteration 13Q: 3 clusters Score -96777.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -96787.328125 Penalty: 714.394836
	Iteration 14Q: 3 clusters Score -96787.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -96796.484375 Penalty: 714.394836
	Iteration 15Q: 3 clusters Score -96796.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -96799.093750 Penalty: 714.394836
	Iteration 16Q: 3 clusters Score -96799.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -96802.382812 Penalty: 714.394836
	Iteration 17Q: 3 clusters Score -96802.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -96805.031250 Penalty: 714.394836
	Iteration 18Q: 3 clusters Score -96805.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -96806.726562 Penalty: 714.394836
	Iteration 19Q: 3 clusters Score -96806.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -96809.085938 Penalty: 714.394836
	Iteration 20F: 3 clusters Score -96809.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -96811.164062 Penalty: 714.394836
	Iteration 21Q: 3 clusters Score -96811.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -96812.054688 Penalty: 714.394836
	Iteration 22Q: 3 clusters Score -96812.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -96813.687500 Penalty: 714.394836
	Iteration 23Q: 3 clusters Score -96813.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -96816.164062 Penalty: 714.394836
	Iteration 24Q: 3 clusters Score -96816.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -96818.281250 Penalty: 714.394836
	Iteration 25Q: 3 clusters Score -96818.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -96819.984375 Penalty: 714.394836
	Iteration 26Q: 3 clusters Score -96819.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -96821.328125 Penalty: 714.394836
	Iteration 27Q: 3 clusters Score -96821.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -96821.796875 Penalty: 714.394836
	Iteration 28Q: 3 clusters Score -96821.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -96821.796875 Penalty: 714.394836
	Iteration 29F: 3 clusters Score -96821.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -38273.917969 Penalty: 318.928101
	Iteration 0F: 2 clusters Score -38273.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -37432.199219 Penalty: 637.856201
	Iteration 0F: 3 clusters Score -37432.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -37742.417969 Penalty: 637.856201
	Iteration 1F: 3 clusters Score -37742.42 nChanged 102
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: -37849.902344 Penalty: 637.856201
	Iteration 2F: 3 clusters Score -37849.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -37929.152344 Penalty: 637.856201
	Iteration 3F: 3 clusters Score -37929.15 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -37974.828125 Penalty: 637.856201
	Iteration 4F: 3 clusters Score -37974.83 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -38001.757812 Penalty: 637.856201
	Iteration 5Q: 3 clusters Score -38001.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -38030.234375 Penalty: 637.856201
	Iteration 6Q: 3 clusters Score -38030.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -38068.968750 Penalty: 637.856201
	Iteration 7Q: 3 clusters Score -38068.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -38092.488281 Penalty: 637.856201
	Iteration 8Q: 3 clusters Score -38092.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -38111.070312 Penalty: 637.856201
	Iteration 9Q: 3 clusters Score -38111.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -38126.078125 Penalty: 637.856201
	Iteration 10Q: 3 clusters Score -38126.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -38135.714844 Penalty: 637.856201
	Iteration 11Q: 3 clusters Score -38135.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -38142.410156 Penalty: 637.856201
	Iteration 12Q: 3 clusters Score -38142.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -38151.777344 Penalty: 637.856201
	Iteration 13Q: 3 clusters Score -38151.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -38162.660156 Penalty: 637.856201
	Iteration 14Q: 3 clusters Score -38162.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -38176.304688 Penalty: 637.856201
	Iteration 15Q: 3 clusters Score -38176.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -38187.656250 Penalty: 637.856201
	Iteration 16Q: 3 clusters Score -38187.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -38196.941406 Penalty: 637.856201
	Iteration 17Q: 3 clusters Score -38196.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -38210.824219 Penalty: 637.856201
	Iteration 18Q: 3 clusters Score -38210.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -38224.015625 Penalty: 637.856201
	Iteration 19Q: 3 clusters Score -38224.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -38229.398438 Penalty: 637.856201
	Iteration 20F: 3 clusters Score -38229.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -38235.433594 Penalty: 637.856201
	Iteration 21Q: 3 clusters Score -38235.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -38238.996094 Penalty: 637.856201
	Iteration 22Q: 3 clusters Score -38239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -38240.554688 Penalty: 637.856201
	Iteration 23Q: 3 clusters Score -38240.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -38241.402344 Penalty: 637.856201
	Iteration 24Q: 3 clusters Score -38241.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -38241.980469 Penalty: 637.856201
	Iteration 25Q: 3 clusters Score -38241.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -38242.097656 Penalty: 637.856201
	Iteration 26Q: 3 clusters Score -38242.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -38242.097656 Penalty: 637.856201
	Iteration 27F: 3 clusters Score -38242.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Entering Unmasked Estep 
Score: -387878.031250 Penalty: 421.631500
	Iteration 0F: 2 clusters Score -387878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -380776.281250 Penalty: 843.263000
	Iteration 0F: 3 clusters Score -380776.3 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -383709.468750 Penalty: 843.263000
	Iteration 1F: 3 clusters Score -383709.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -384065.968750 Penalty: 843.263000
	Iteration 2F: 3 clusters Score -384066 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -384551.687500 Penalty: 843.263000
	Iteration 3F: 3 clusters Score -384551.7 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -385176.843750 Penalty: 843.263000
	Iteration 4F: 3 clusters Score -385176.8 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -385719.437500 Penalty: 843.263000
	Iteration 5F: 3 clusters Score -385719.4 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -386067.687500 Penalty: 843.263000
	Iteration 6F: 3 clusters Score -386067.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -386202.625000 Penalty: 843.263000
	Iteration 7Q: 3 clusters Score -386202.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -386268.812500 Penalty: 843.263000
	Iteration 8Q: 3 clusters Score -386268.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -386298.750000 Penalty: 843.263000
	Iteration 9Q: 3 clusters Score -386298.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -386324.375000 Penalty: 843.263000
	Iteration 10Q: 3 clusters Score -386324.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -386348.281250 Penalty: 843.263000
	Iteration 11Q: 3 clusters Score -386348.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -386382.031250 Penalty: 843.263000
	Iteration 12Q: 3 clusters Score -386382 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -386411.718750 Penalty: 843.263000
	Iteration 13Q: 3 clusters Score -386411.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -386457.406250 Penalty: 843.263000
	Iteration 14Q: 3 clusters Score -386457.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -386501.500000 Penalty: 843.263000
	Iteration 15Q: 3 clusters Score -386501.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -386551.000000 Penalty: 843.263000
	Iteration 16Q: 3 clusters Score -386551 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -386593.500000 Penalty: 843.263000
	Iteration 17Q: 3 clusters Score -386593.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -386646.562500 Penalty: 843.263000
	Iteration 18Q: 3 clusters Score -386646.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -386703.187500 Penalty: 843.263000
	Iteration 19Q: 3 clusters Score -386703.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -386748.000000 Penalty: 843.263000
	Iteration 20F: 3 clusters Score -386748 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -386789.562500 Penalty: 843.263000
	Iteration 21Q: 3 clusters Score -386789.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -386828.312500 Penalty: 843.263000
	Iteration 22Q: 3 clusters Score -386828.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -386869.281250 Penalty: 843.263000
	Iteration 23Q: 3 clusters Score -386869.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -386909.062500 Penalty: 843.263000
	Iteration 24Q: 3 clusters Score -386909.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -386947.937500 Penalty: 843.263000
	Iteration 25Q: 3 clusters Score -386947.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -386985.750000 Penalty: 843.263000
	Iteration 26Q: 3 clusters Score -386985.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -387015.968750 Penalty: 843.263000
	Iteration 27Q: 3 clusters Score -387016 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -387044.187500 Penalty: 843.263000
	Iteration 28Q: 3 clusters Score -387044.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -387075.250000 Penalty: 843.263000
	Iteration 29Q: 3 clusters Score -387075.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -387104.656250 Penalty: 843.263000
	Iteration 30Q: 3 clusters Score -387104.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -387136.718750 Penalty: 843.263000
	Iteration 31Q: 3 clusters Score -387136.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -387164.031250 Penalty: 843.263000
	Iteration 32Q: 3 clusters Score -387164 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -387193.562500 Penalty: 843.263000
	Iteration 33Q: 3 clusters Score -387193.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -387219.718750 Penalty: 843.263000
	Iteration 34Q: 3 clusters Score -387219.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -387246.812500 Penalty: 843.263000
	Iteration 35Q: 3 clusters Score -387246.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -387279.593750 Penalty: 843.263000
	Iteration 36Q: 3 clusters Score -387279.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -387311.968750 Penalty: 843.263000
	Iteration 37Q: 3 clusters Score -387312 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -387338.906250 Penalty: 843.263000
	Iteration 38Q: 3 clusters Score -387338.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -387362.343750 Penalty: 843.263000
	Iteration 39Q: 3 clusters Score -387362.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -387378.750000 Penalty: 843.263000
	Iteration 40F: 3 clusters Score -387378.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -387396.687500 Penalty: 843.263000
	Iteration 41Q: 3 clusters Score -387396.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -387420.437500 Penalty: 843.263000
	Iteration 42Q: 3 clusters Score -387420.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -387445.468750 Penalty: 843.263000
	Iteration 43Q: 3 clusters Score -387445.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -387461.937500 Penalty: 843.263000
	Iteration 44Q: 3 clusters Score -387461.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -387477.437500 Penalty: 843.263000
	Iteration 45Q: 3 clusters Score -387477.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -387487.718750 Penalty: 843.263000
	Iteration 46Q: 3 clusters Score -387487.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -387495.625000 Penalty: 843.263000
	Iteration 47Q: 3 clusters Score -387495.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -387500.843750 Penalty: 843.263000
	Iteration 48Q: 3 clusters Score -387500.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -387505.875000 Penalty: 843.263000
	Iteration 49Q: 3 clusters Score -387505.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -387512.250000 Penalty: 843.263000
	Iteration 50Q: 3 clusters Score -387512.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -387515.718750 Penalty: 843.263000
	Iteration 51Q: 3 clusters Score -387515.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -387519.718750 Penalty: 843.263000
	Iteration 52Q: 3 clusters Score -387519.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -387523.781250 Penalty: 843.263000
	Iteration 53Q: 3 clusters Score -387523.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -387526.875000 Penalty: 843.263000
	Iteration 54Q: 3 clusters Score -387526.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -387529.531250 Penalty: 843.263000
	Iteration 55Q: 3 clusters Score -387529.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -387532.656250 Penalty: 843.263000
	Iteration 56Q: 3 clusters Score -387532.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -387535.593750 Penalty: 843.263000
	Iteration 57Q: 3 clusters Score -387535.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -387539.093750 Penalty: 843.263000
	Iteration 58Q: 3 clusters Score -387539.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -387545.593750 Penalty: 843.263000
	Iteration 59Q: 3 clusters Score -387545.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -387552.312500 Penalty: 843.263000
	Iteration 60F: 3 clusters Score -387552.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -387557.187500 Penalty: 843.263000
	Iteration 61Q: 3 clusters Score -387557.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -387560.468750 Penalty: 843.263000
	Iteration 62Q: 3 clusters Score -387560.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -387565.406250 Penalty: 843.263000
	Iteration 63Q: 3 clusters Score -387565.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -387569.375000 Penalty: 843.263000
	Iteration 64Q: 3 clusters Score -387569.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -387572.781250 Penalty: 843.263000
	Iteration 65Q: 3 clusters Score -387572.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -387573.281250 Penalty: 843.263000
	Iteration 66Q: 3 clusters Score -387573.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -387573.750000 Penalty: 843.263000
	Iteration 67Q: 3 clusters Score -387573.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -387574.625000 Penalty: 843.263000
	Iteration 68Q: 3 clusters Score -387574.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -387574.750000 Penalty: 843.263000
	Iteration 69Q: 3 clusters Score -387574.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -387575.125000 Penalty: 843.263000
	Iteration 70Q: 3 clusters Score -387575.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -387575.125000 Penalty: 843.263000
	Iteration 71F: 3 clusters Score -387575.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Entering Unmasked Estep 
Score: -227526.250000 Penalty: 397.253784
	Iteration 0F: 2 clusters Score -227526.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -223333.250000 Penalty: 794.507568
	Iteration 0F: 3 clusters Score -223333.2 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -224930.265625 Penalty: 794.507568
	Iteration 1F: 3 clusters Score -224930.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -225112.312500 Penalty: 794.507568
	Iteration 2F: 3 clusters Score -225112.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -225358.875000 Penalty: 794.507568
	Iteration 3F: 3 clusters Score -225358.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -225606.109375 Penalty: 794.507568
	Iteration 4F: 3 clusters Score -225606.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -225841.281250 Penalty: 794.507568
	Iteration 5F: 3 clusters Score -225841.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -226116.078125 Penalty: 794.507568
	Iteration 6F: 3 clusters Score -226116.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -226438.281250 Penalty: 794.507568
	Iteration 7F: 3 clusters Score -226438.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -226674.312500 Penalty: 794.507568
	Iteration 8F: 3 clusters Score -226674.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -226836.812500 Penalty: 794.507568
	Iteration 9Q: 3 clusters Score -226836.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -226932.421875 Penalty: 794.507568
	Iteration 10Q: 3 clusters Score -226932.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -226995.328125 Penalty: 794.507568
	Iteration 11Q: 3 clusters Score -226995.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -227043.609375 Penalty: 794.507568
	Iteration 12Q: 3 clusters Score -227043.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -227095.906250 Penalty: 794.507568
	Iteration 13Q: 3 clusters Score -227095.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -227157.671875 Penalty: 794.507568
	Iteration 14Q: 3 clusters Score -227157.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -227204.734375 Penalty: 794.507568
	Iteration 15Q: 3 clusters Score -227204.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -227244.078125 Penalty: 794.507568
	Iteration 16Q: 3 clusters Score -227244.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -227283.781250 Penalty: 794.507568
	Iteration 17Q: 3 clusters Score -227283.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -227320.859375 Penalty: 794.507568
	Iteration 18Q: 3 clusters Score -227320.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -227361.062500 Penalty: 794.507568
	Iteration 19Q: 3 clusters Score -227361.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -227393.328125 Penalty: 794.507568
	Iteration 20F: 3 clusters Score -227393.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -227418.250000 Penalty: 794.507568
	Iteration 21Q: 3 clusters Score -227418.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -227439.000000 Penalty: 794.507568
	Iteration 22Q: 3 clusters Score -227439 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -227454.046875 Penalty: 794.507568
	Iteration 23Q: 3 clusters Score -227454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -227465.218750 Penalty: 794.507568
	Iteration 24Q: 3 clusters Score -227465.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -227472.062500 Penalty: 794.507568
	Iteration 25Q: 3 clusters Score -227472.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -227476.484375 Penalty: 794.507568
	Iteration 26Q: 3 clusters Score -227476.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -227479.562500 Penalty: 794.507568
	Iteration 27Q: 3 clusters Score -227479.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -227482.375000 Penalty: 794.507568
	Iteration 28Q: 3 clusters Score -227482.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -227485.875000 Penalty: 794.507568
	Iteration 29Q: 3 clusters Score -227485.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -227489.593750 Penalty: 794.507568
	Iteration 30Q: 3 clusters Score -227489.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -227493.734375 Penalty: 794.507568
	Iteration 31Q: 3 clusters Score -227493.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -227495.828125 Penalty: 794.507568
	Iteration 32Q: 3 clusters Score -227495.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -227495.921875 Penalty: 794.507568
	Iteration 33Q: 3 clusters Score -227495.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -227496.234375 Penalty: 794.507568
	Iteration 34Q: 3 clusters Score -227496.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -227497.171875 Penalty: 794.507568
	Iteration 35Q: 3 clusters Score -227497.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -227497.171875 Penalty: 794.507568
	Iteration 36F: 3 clusters Score -227497.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Entering Unmasked Estep 
Score: -459519.593750 Penalty: 430.042389
	Iteration 0F: 2 clusters Score -459519.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -451090.781250 Penalty: 860.084778
	Iteration 0F: 3 clusters Score -451090.8 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -454595.875000 Penalty: 860.084778
	Iteration 1F: 3 clusters Score -454595.9 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -454905.875000 Penalty: 860.084778
	Iteration 2F: 3 clusters Score -454905.9 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -455292.343750 Penalty: 860.084778
	Iteration 3F: 3 clusters Score -455292.3 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -455764.625000 Penalty: 860.084778
	Iteration 4F: 3 clusters Score -455764.6 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -456321.906250 Penalty: 860.084778
	Iteration 5F: 3 clusters Score -456321.9 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -456912.750000 Penalty: 860.084778
	Iteration 6F: 3 clusters Score -456912.8 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -457449.843750 Penalty: 860.084778
	Iteration 7F: 3 clusters Score -457449.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -457848.031250 Penalty: 860.084778
	Iteration 8Q: 3 clusters Score -457848 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -458173.250000 Penalty: 860.084778
	Iteration 9Q: 3 clusters Score -458173.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -458466.718750 Penalty: 860.084778
	Iteration 10Q: 3 clusters Score -458466.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -458700.468750 Penalty: 860.084778
	Iteration 11Q: 3 clusters Score -458700.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -458889.093750 Penalty: 860.084778
	Iteration 12Q: 3 clusters Score -458889.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -459059.468750 Penalty: 860.084778
	Iteration 13Q: 3 clusters Score -459059.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -459177.625000 Penalty: 860.084778
	Iteration 14Q: 3 clusters Score -459177.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -459248.437500 Penalty: 860.084778
	Iteration 15Q: 3 clusters Score -459248.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -459302.937500 Penalty: 860.084778
	Iteration 16Q: 3 clusters Score -459302.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -459372.468750 Penalty: 860.084778
	Iteration 17Q: 3 clusters Score -459372.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -459423.718750 Penalty: 860.084778
	Iteration 18Q: 3 clusters Score -459423.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -459466.875000 Penalty: 860.084778
	Iteration 19Q: 3 clusters Score -459466.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -459480.875000 Penalty: 860.084778
	Iteration 20F: 3 clusters Score -459480.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -459488.062500 Penalty: 860.084778
	Iteration 21Q: 3 clusters Score -459488.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -459496.093750 Penalty: 860.084778
	Iteration 22Q: 3 clusters Score -459496.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -459501.437500 Penalty: 860.084778
	Iteration 23Q: 3 clusters Score -459501.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -459508.156250 Penalty: 860.084778
	Iteration 24Q: 3 clusters Score -459508.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -459516.281250 Penalty: 860.084778
	Iteration 25Q: 3 clusters Score -459516.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -459522.375000 Penalty: 860.084778
	Iteration 26Q: 3 clusters Score -459522.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -459531.937500 Penalty: 860.084778
	Iteration 27Q: 3 clusters Score -459531.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -459535.312500 Penalty: 860.084778
	Iteration 28Q: 3 clusters Score -459535.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -459536.062500 Penalty: 860.084778
	Iteration 29Q: 3 clusters Score -459536.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -459539.187500 Penalty: 860.084778
	Iteration 30Q: 3 clusters Score -459539.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -459541.937500 Penalty: 860.084778
	Iteration 31Q: 3 clusters Score -459541.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -459545.218750 Penalty: 860.084778
	Iteration 32Q: 3 clusters Score -459545.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -459547.468750 Penalty: 860.084778
	Iteration 33Q: 3 clusters Score -459547.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -459547.937500 Penalty: 860.084778
	Iteration 34Q: 3 clusters Score -459547.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -459547.937500 Penalty: 860.084778
	Iteration 35Q: 3 clusters Score -459547.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -459547.937500 Penalty: 860.084778
	Iteration 36F: 3 clusters Score -459547.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 10032 members 
Mstep: Class 6 contains 476374 members 
Mstep: Class 7 contains 13588 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12802 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7251 members 
Mstep: Class 18 contains 5396 members 
Mstep: Class 19 contains 7772 members 
Mstep: Class 20 contains 3115 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17319 members 
Mstep: Class 26 contains 106466 members 
Mstep: Class 27 contains 3156 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 826 members 
Mstep: Class 30 contains 14084 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 558842 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6285 members 
Mstep: Class 38 contains 20694 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7585 members 
Mstep: Class 41 contains 1729 members 
Mstep: Class 42 contains 4078 members 
Mstep: Class 43 contains 1768 members 
Mstep: Class 44 contains 12205 members 
Entering Unmasked Estep 
Score: -50378692.000000 Penalty: 28315.023438
Splitting cluster 12 changes total score from -50378980.000000 to -50378692.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (6683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Entering Unmasked Estep 
Score: -238030.531250 Penalty: 400.733185
	Iteration 0F: 2 clusters Score -238030.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -233439.093750 Penalty: 801.466370
	Iteration 0F: 3 clusters Score -233439.1 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -235336.687500 Penalty: 801.466370
	Iteration 1F: 3 clusters Score -235336.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -235697.890625 Penalty: 801.466370
	Iteration 2F: 3 clusters Score -235697.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -236121.906250 Penalty: 801.466370
	Iteration 3F: 3 clusters Score -236121.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -236487.390625 Penalty: 801.466370
	Iteration 4F: 3 clusters Score -236487.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -236715.578125 Penalty: 801.466370
	Iteration 5F: 3 clusters Score -236715.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -236853.250000 Penalty: 801.466370
	Iteration 6Q: 3 clusters Score -236853.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -236965.984375 Penalty: 801.466370
	Iteration 7Q: 3 clusters Score -236966 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -237059.078125 Penalty: 801.466370
	Iteration 8Q: 3 clusters Score -237059.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -237146.484375 Penalty: 801.466370
	Iteration 9Q: 3 clusters Score -237146.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -237251.328125 Penalty: 801.466370
	Iteration 10Q: 3 clusters Score -237251.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -237333.625000 Penalty: 801.466370
	Iteration 11Q: 3 clusters Score -237333.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -237429.375000 Penalty: 801.466370
	Iteration 12Q: 3 clusters Score -237429.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -237526.781250 Penalty: 801.466370
	Iteration 13Q: 3 clusters Score -237526.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -237608.609375 Penalty: 801.466370
	Iteration 14Q: 3 clusters Score -237608.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -237687.656250 Penalty: 801.466370
	Iteration 15Q: 3 clusters Score -237687.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -237771.953125 Penalty: 801.466370
	Iteration 16Q: 3 clusters Score -237772 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -237866.000000 Penalty: 801.466370
	Iteration 17Q: 3 clusters Score -237866 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -237937.187500 Penalty: 801.466370
	Iteration 18Q: 3 clusters Score -237937.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -238004.015625 Penalty: 801.466370
	Iteration 19Q: 3 clusters Score -238004 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -238048.531250 Penalty: 801.466370
	Iteration 20F: 3 clusters Score -238048.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -238077.640625 Penalty: 801.466370
	Iteration 21Q: 3 clusters Score -238077.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -238093.640625 Penalty: 801.466370
	Iteration 22Q: 3 clusters Score -238093.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -238102.734375 Penalty: 801.466370
	Iteration 23Q: 3 clusters Score -238102.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -238109.859375 Penalty: 801.466370
	Iteration 24Q: 3 clusters Score -238109.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -238114.671875 Penalty: 801.466370
	Iteration 25Q: 3 clusters Score -238114.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -238115.937500 Penalty: 801.466370
	Iteration 26Q: 3 clusters Score -238115.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -238118.171875 Penalty: 801.466370
	Iteration 27Q: 3 clusters Score -238118.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -238118.765625 Penalty: 801.466370
	Iteration 28Q: 3 clusters Score -238118.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -238119.421875 Penalty: 801.466370
	Iteration 29Q: 3 clusters Score -238119.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -238119.796875 Penalty: 801.466370
	Iteration 30Q: 3 clusters Score -238119.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -238120.078125 Penalty: 801.466370
	Iteration 31Q: 3 clusters Score -238120.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -238120.406250 Penalty: 801.466370
	Iteration 32Q: 3 clusters Score -238120.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -238121.296875 Penalty: 801.466370
	Iteration 33Q: 3 clusters Score -238121.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -238122.015625 Penalty: 801.466370
	Iteration 34Q: 3 clusters Score -238122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -238123.046875 Penalty: 801.466370
	Iteration 35Q: 3 clusters Score -238123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -238123.218750 Penalty: 801.466370
	Iteration 36Q: 3 clusters Score -238123.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -238123.062500 Penalty: 801.466370
	Iteration 37Q: 3 clusters Score -238123.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -238123.531250 Penalty: 801.466370
	Iteration 38Q: 3 clusters Score -238123.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -238123.531250 Penalty: 801.466370
	Iteration 39F: 3 clusters Score -238123.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 10032 members 
Mstep: Class 6 contains 476374 members 
Mstep: Class 7 contains 13588 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12727 members 
Mstep: Class 13 contains 5593 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12802 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7251 members 
Mstep: Class 18 contains 5396 members 
Mstep: Class 19 contains 7772 members 
Mstep: Class 20 contains 3115 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17319 members 
Mstep: Class 26 contains 106466 members 
Mstep: Class 27 contains 3156 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 826 members 
Mstep: Class 30 contains 14084 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 558842 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6285 members 
Mstep: Class 38 contains 20694 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7585 members 
Mstep: Class 41 contains 1729 members 
Mstep: Class 42 contains 4078 members 
Mstep: Class 43 contains 1768 members 
Mstep: Class 44 contains 1090 members 
Entering Unmasked Estep 
Score: -50378788.000000 Penalty: 28315.023438
Splitting cluster 13 changes total score from -50378980.000000 to -50378788.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (9907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Entering Unmasked Estep 
Score: -364608.781250 Penalty: 418.645325
	Iteration 0F: 2 clusters Score -364608.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -358006.906250 Penalty: 837.290649
	Iteration 0F: 3 clusters Score -358006.9 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -361147.031250 Penalty: 837.290649
	Iteration 1F: 3 clusters Score -361147 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -361747.718750 Penalty: 837.290649
	Iteration 2F: 3 clusters Score -361747.7 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -362434.437500 Penalty: 837.290649
	Iteration 3F: 3 clusters Score -362434.4 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -363152.593750 Penalty: 837.290649
	Iteration 4F: 3 clusters Score -363152.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -363608.656250 Penalty: 837.290649
	Iteration 5F: 3 clusters Score -363608.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -363795.000000 Penalty: 837.290649
	Iteration 6Q: 3 clusters Score -363795 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -363881.281250 Penalty: 837.290649
	Iteration 7Q: 3 clusters Score -363881.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -363938.125000 Penalty: 837.290649
	Iteration 8Q: 3 clusters Score -363938.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -363978.500000 Penalty: 837.290649
	Iteration 9Q: 3 clusters Score -363978.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -364008.187500 Penalty: 837.290649
	Iteration 10Q: 3 clusters Score -364008.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -364034.531250 Penalty: 837.290649
	Iteration 11Q: 3 clusters Score -364034.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -364061.500000 Penalty: 837.290649
	Iteration 12Q: 3 clusters Score -364061.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -364078.687500 Penalty: 837.290649
	Iteration 13Q: 3 clusters Score -364078.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -364089.843750 Penalty: 837.290649
	Iteration 14Q: 3 clusters Score -364089.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -364104.250000 Penalty: 837.290649
	Iteration 15Q: 3 clusters Score -364104.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -364113.812500 Penalty: 837.290649
	Iteration 16Q: 3 clusters Score -364113.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -364123.625000 Penalty: 837.290649
	Iteration 17Q: 3 clusters Score -364123.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -364133.031250 Penalty: 837.290649
	Iteration 18Q: 3 clusters Score -364133 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -364144.406250 Penalty: 837.290649
	Iteration 19Q: 3 clusters Score -364144.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -364157.062500 Penalty: 837.290649
	Iteration 20F: 3 clusters Score -364157.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -364168.031250 Penalty: 837.290649
	Iteration 21Q: 3 clusters Score -364168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -364177.468750 Penalty: 837.290649
	Iteration 22Q: 3 clusters Score -364177.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -364185.687500 Penalty: 837.290649
	Iteration 23Q: 3 clusters Score -364185.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -364191.156250 Penalty: 837.290649
	Iteration 24Q: 3 clusters Score -364191.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -364197.000000 Penalty: 837.290649
	Iteration 25Q: 3 clusters Score -364197 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -364207.468750 Penalty: 837.290649
	Iteration 26Q: 3 clusters Score -364207.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -364215.875000 Penalty: 837.290649
	Iteration 27Q: 3 clusters Score -364215.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -364224.343750 Penalty: 837.290649
	Iteration 28Q: 3 clusters Score -364224.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -364235.093750 Penalty: 837.290649
	Iteration 29Q: 3 clusters Score -364235.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -364243.562500 Penalty: 837.290649
	Iteration 30Q: 3 clusters Score -364243.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -364254.312500 Penalty: 837.290649
	Iteration 31Q: 3 clusters Score -364254.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -364262.125000 Penalty: 837.290649
	Iteration 32Q: 3 clusters Score -364262.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -364268.531250 Penalty: 837.290649
	Iteration 33Q: 3 clusters Score -364268.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -364276.218750 Penalty: 837.290649
	Iteration 34Q: 3 clusters Score -364276.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -364289.500000 Penalty: 837.290649
	Iteration 35Q: 3 clusters Score -364289.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -364309.281250 Penalty: 837.290649
	Iteration 36Q: 3 clusters Score -364309.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -364328.812500 Penalty: 837.290649
	Iteration 37Q: 3 clusters Score -364328.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -364344.437500 Penalty: 837.290649
	Iteration 38Q: 3 clusters Score -364344.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -364371.750000 Penalty: 837.290649
	Iteration 39Q: 3 clusters Score -364371.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -364447.968750 Penalty: 837.290649
	Iteration 40F: 3 clusters Score -364448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -364528.406250 Penalty: 837.290649
	Iteration 41Q: 3 clusters Score -364528.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -364546.281250 Penalty: 837.290649
	Iteration 42Q: 3 clusters Score -364546.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -364555.375000 Penalty: 837.290649
	Iteration 43Q: 3 clusters Score -364555.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -364559.687500 Penalty: 837.290649
	Iteration 44Q: 3 clusters Score -364559.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -364564.812500 Penalty: 837.290649
	Iteration 45Q: 3 clusters Score -364564.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -364568.656250 Penalty: 837.290649
	Iteration 46Q: 3 clusters Score -364568.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -364570.843750 Penalty: 837.290649
	Iteration 47Q: 3 clusters Score -364570.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -364572.875000 Penalty: 837.290649
	Iteration 48Q: 3 clusters Score -364572.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -364572.937500 Penalty: 837.290649
	Iteration 49Q: 3 clusters Score -364572.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -364575.843750 Penalty: 837.290649
	Iteration 50Q: 3 clusters Score -364575.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -364578.093750 Penalty: 837.290649
	Iteration 51Q: 3 clusters Score -364578.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -364577.812500 Penalty: 837.290649
	Iteration 52Q: 3 clusters Score -364577.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -364580.593750 Penalty: 837.290649
	Iteration 53Q: 3 clusters Score -364580.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -364580.781250 Penalty: 837.290649
	Iteration 54Q: 3 clusters Score -364580.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -364582.687500 Penalty: 837.290649
	Iteration 55Q: 3 clusters Score -364582.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -364582.187500 Penalty: 837.290649
	Iteration 56Q: 3 clusters Score -364582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -364581.718750 Penalty: 837.290649
	Iteration 57Q: 3 clusters Score -364581.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -364582.281250 Penalty: 837.290649
	Iteration 58Q: 3 clusters Score -364582.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -364582.281250 Penalty: 837.290649
	Iteration 59F: 3 clusters Score -364582.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Entering Unmasked Estep 
Score: -469513.187500 Penalty: 430.309723
	Iteration 0F: 2 clusters Score -469513.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -461047.187500 Penalty: 860.619446
	Iteration 0F: 3 clusters Score -461047.2 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -464964.562500 Penalty: 860.619446
	Iteration 1F: 3 clusters Score -464964.6 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -465530.843750 Penalty: 860.619446
	Iteration 2F: 3 clusters Score -465530.8 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -466033.187500 Penalty: 860.619446
	Iteration 3F: 3 clusters Score -466033.2 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -466457.468750 Penalty: 860.619446
	Iteration 4F: 3 clusters Score -466457.5 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -466813.218750 Penalty: 860.619446
	Iteration 5Q: 3 clusters Score -466813.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -467091.593750 Penalty: 860.619446
	Iteration 6Q: 3 clusters Score -467091.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -467296.687500 Penalty: 860.619446
	Iteration 7Q: 3 clusters Score -467296.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -467463.187500 Penalty: 860.619446
	Iteration 8Q: 3 clusters Score -467463.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -467602.781250 Penalty: 860.619446
	Iteration 9Q: 3 clusters Score -467602.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -467737.500000 Penalty: 860.619446
	Iteration 10Q: 3 clusters Score -467737.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -467870.000000 Penalty: 860.619446
	Iteration 11Q: 3 clusters Score -467870 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -468017.531250 Penalty: 860.619446
	Iteration 12Q: 3 clusters Score -468017.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -468150.531250 Penalty: 860.619446
	Iteration 13Q: 3 clusters Score -468150.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -468273.406250 Penalty: 860.619446
	Iteration 14Q: 3 clusters Score -468273.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -468380.062500 Penalty: 860.619446
	Iteration 15Q: 3 clusters Score -468380.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -468480.187500 Penalty: 860.619446
	Iteration 16Q: 3 clusters Score -468480.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -468595.625000 Penalty: 860.619446
	Iteration 17Q: 3 clusters Score -468595.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -468715.968750 Penalty: 860.619446
	Iteration 18Q: 3 clusters Score -468716 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -468809.937500 Penalty: 860.619446
	Iteration 19Q: 3 clusters Score -468809.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -468882.125000 Penalty: 860.619446
	Iteration 20F: 3 clusters Score -468882.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -468940.906250 Penalty: 860.619446
	Iteration 21Q: 3 clusters Score -468940.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -468992.093750 Penalty: 860.619446
	Iteration 22Q: 3 clusters Score -468992.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -469024.093750 Penalty: 860.619446
	Iteration 23Q: 3 clusters Score -469024.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -469039.312500 Penalty: 860.619446
	Iteration 24Q: 3 clusters Score -469039.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -469059.000000 Penalty: 860.619446
	Iteration 25Q: 3 clusters Score -469059 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -469073.625000 Penalty: 860.619446
	Iteration 26Q: 3 clusters Score -469073.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -469087.250000 Penalty: 860.619446
	Iteration 27Q: 3 clusters Score -469087.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -469098.031250 Penalty: 860.619446
	Iteration 28Q: 3 clusters Score -469098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -469103.906250 Penalty: 860.619446
	Iteration 29Q: 3 clusters Score -469103.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -469108.687500 Penalty: 860.619446
	Iteration 30Q: 3 clusters Score -469108.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -469115.468750 Penalty: 860.619446
	Iteration 31Q: 3 clusters Score -469115.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -469121.968750 Penalty: 860.619446
	Iteration 32Q: 3 clusters Score -469122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -469129.250000 Penalty: 860.619446
	Iteration 33Q: 3 clusters Score -469129.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -469136.718750 Penalty: 860.619446
	Iteration 34Q: 3 clusters Score -469136.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -469145.593750 Penalty: 860.619446
	Iteration 35Q: 3 clusters Score -469145.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -469154.937500 Penalty: 860.619446
	Iteration 36Q: 3 clusters Score -469154.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -469162.750000 Penalty: 860.619446
	Iteration 37Q: 3 clusters Score -469162.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -469165.375000 Penalty: 860.619446
	Iteration 38Q: 3 clusters Score -469165.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -469168.687500 Penalty: 860.619446
	Iteration 39Q: 3 clusters Score -469168.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -469170.875000 Penalty: 860.619446
	Iteration 40F: 3 clusters Score -469170.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -469172.562500 Penalty: 860.619446
	Iteration 41Q: 3 clusters Score -469172.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -469175.312500 Penalty: 860.619446
	Iteration 42Q: 3 clusters Score -469175.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -469179.531250 Penalty: 860.619446
	Iteration 43Q: 3 clusters Score -469179.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -469181.906250 Penalty: 860.619446
	Iteration 44Q: 3 clusters Score -469181.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -469184.375000 Penalty: 860.619446
	Iteration 45Q: 3 clusters Score -469184.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -469188.156250 Penalty: 860.619446
	Iteration 46Q: 3 clusters Score -469188.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -469192.062500 Penalty: 860.619446
	Iteration 47Q: 3 clusters Score -469192.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -469193.093750 Penalty: 860.619446
	Iteration 48Q: 3 clusters Score -469193.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -469194.125000 Penalty: 860.619446
	Iteration 49Q: 3 clusters Score -469194.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -469196.031250 Penalty: 860.619446
	Iteration 50Q: 3 clusters Score -469196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -469197.656250 Penalty: 860.619446
	Iteration 51Q: 3 clusters Score -469197.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -469198.406250 Penalty: 860.619446
	Iteration 52Q: 3 clusters Score -469198.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -469199.312500 Penalty: 860.619446
	Iteration 53Q: 3 clusters Score -469199.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -469199.468750 Penalty: 860.619446
	Iteration 54Q: 3 clusters Score -469199.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -469199.468750 Penalty: 860.619446
	Iteration 55F: 3 clusters Score -469199.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -60746.863281 Penalty: 342.047211
	Iteration 0F: 2 clusters Score -60746.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -59405.328125 Penalty: 684.094421
	Iteration 0F: 3 clusters Score -59405.33 nChanged 787
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: -59910.437500 Penalty: 684.094421
	Iteration 1F: 3 clusters Score -59910.44 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -60008.031250 Penalty: 684.094421
	Iteration 2F: 3 clusters Score -60008.03 nChanged 104
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: -60072.457031 Penalty: 684.094421
	Iteration 3F: 3 clusters Score -60072.46 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -60155.621094 Penalty: 684.094421
	Iteration 4F: 3 clusters Score -60155.62 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -60252.179688 Penalty: 684.094421
	Iteration 5Q: 3 clusters Score -60252.18 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -60328.609375 Penalty: 684.094421
	Iteration 6Q: 3 clusters Score -60328.61 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -60375.917969 Penalty: 684.094421
	Iteration 7Q: 3 clusters Score -60375.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -60404.234375 Penalty: 684.094421
	Iteration 8Q: 3 clusters Score -60404.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -60419.308594 Penalty: 684.094421
	Iteration 9Q: 3 clusters Score -60419.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -60428.203125 Penalty: 684.094421
	Iteration 10Q: 3 clusters Score -60428.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -60432.687500 Penalty: 684.094421
	Iteration 11Q: 3 clusters Score -60432.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -60438.199219 Penalty: 684.094421
	Iteration 12Q: 3 clusters Score -60438.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -60442.039062 Penalty: 684.094421
	Iteration 13Q: 3 clusters Score -60442.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -60443.785156 Penalty: 684.094421
	Iteration 14Q: 3 clusters Score -60443.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -60446.718750 Penalty: 684.094421
	Iteration 15Q: 3 clusters Score -60446.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -60448.097656 Penalty: 684.094421
	Iteration 16Q: 3 clusters Score -60448.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -60448.746094 Penalty: 684.094421
	Iteration 17Q: 3 clusters Score -60448.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -60449.128906 Penalty: 684.094421
	Iteration 18Q: 3 clusters Score -60449.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -60449.609375 Penalty: 684.094421
	Iteration 19Q: 3 clusters Score -60449.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -60449.703125 Penalty: 684.094421
	Iteration 20F: 3 clusters Score -60449.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -60450.027344 Penalty: 684.094421
	Iteration 21Q: 3 clusters Score -60450.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -60450.207031 Penalty: 684.094421
	Iteration 22Q: 3 clusters Score -60450.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -60450.304688 Penalty: 684.094421
	Iteration 23Q: 3 clusters Score -60450.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -60450.304688 Penalty: 684.094421
	Iteration 24F: 3 clusters Score -60450.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Entering Unmasked Estep 
Score: -270174.718750 Penalty: 404.444733
	Iteration 0F: 2 clusters Score -270174.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -265333.031250 Penalty: 808.889465
	Iteration 0F: 3 clusters Score -265333 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -267229.812500 Penalty: 808.889465
	Iteration 1F: 3 clusters Score -267229.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -267467.656250 Penalty: 808.889465
	Iteration 2F: 3 clusters Score -267467.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -267752.500000 Penalty: 808.889465
	Iteration 3F: 3 clusters Score -267752.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -268082.125000 Penalty: 808.889465
	Iteration 4F: 3 clusters Score -268082.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -268359.031250 Penalty: 808.889465
	Iteration 5F: 3 clusters Score -268359 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -268604.093750 Penalty: 808.889465
	Iteration 6F: 3 clusters Score -268604.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -268803.406250 Penalty: 808.889465
	Iteration 7Q: 3 clusters Score -268803.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -268949.750000 Penalty: 808.889465
	Iteration 8Q: 3 clusters Score -268949.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -269080.156250 Penalty: 808.889465
	Iteration 9Q: 3 clusters Score -269080.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -269171.218750 Penalty: 808.889465
	Iteration 10Q: 3 clusters Score -269171.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -269229.625000 Penalty: 808.889465
	Iteration 11Q: 3 clusters Score -269229.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -269263.468750 Penalty: 808.889465
	Iteration 12Q: 3 clusters Score -269263.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -269284.312500 Penalty: 808.889465
	Iteration 13Q: 3 clusters Score -269284.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -269298.093750 Penalty: 808.889465
	Iteration 14Q: 3 clusters Score -269298.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -269308.281250 Penalty: 808.889465
	Iteration 15Q: 3 clusters Score -269308.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -269320.000000 Penalty: 808.889465
	Iteration 16Q: 3 clusters Score -269320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -269330.375000 Penalty: 808.889465
	Iteration 17Q: 3 clusters Score -269330.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -269342.062500 Penalty: 808.889465
	Iteration 18Q: 3 clusters Score -269342.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -269351.531250 Penalty: 808.889465
	Iteration 19Q: 3 clusters Score -269351.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -269361.406250 Penalty: 808.889465
	Iteration 20F: 3 clusters Score -269361.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -269370.718750 Penalty: 808.889465
	Iteration 21Q: 3 clusters Score -269370.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -269378.687500 Penalty: 808.889465
	Iteration 22Q: 3 clusters Score -269378.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -269383.843750 Penalty: 808.889465
	Iteration 23Q: 3 clusters Score -269383.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -269392.312500 Penalty: 808.889465
	Iteration 24Q: 3 clusters Score -269392.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -269399.656250 Penalty: 808.889465
	Iteration 25Q: 3 clusters Score -269399.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -269406.625000 Penalty: 808.889465
	Iteration 26Q: 3 clusters Score -269406.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -269410.375000 Penalty: 808.889465
	Iteration 27Q: 3 clusters Score -269410.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -269413.375000 Penalty: 808.889465
	Iteration 28Q: 3 clusters Score -269413.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -269416.656250 Penalty: 808.889465
	Iteration 29Q: 3 clusters Score -269416.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -269419.187500 Penalty: 808.889465
	Iteration 30Q: 3 clusters Score -269419.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -269421.250000 Penalty: 808.889465
	Iteration 31Q: 3 clusters Score -269421.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -269423.031250 Penalty: 808.889465
	Iteration 32Q: 3 clusters Score -269423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -269425.281250 Penalty: 808.889465
	Iteration 33Q: 3 clusters Score -269425.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -269428.718750 Penalty: 808.889465
	Iteration 34Q: 3 clusters Score -269428.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -269430.906250 Penalty: 808.889465
	Iteration 35Q: 3 clusters Score -269430.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -269431.187500 Penalty: 808.889465
	Iteration 36Q: 3 clusters Score -269431.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -269433.250000 Penalty: 808.889465
	Iteration 37Q: 3 clusters Score -269433.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -269434.031250 Penalty: 808.889465
	Iteration 38Q: 3 clusters Score -269434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -269435.937500 Penalty: 808.889465
	Iteration 39Q: 3 clusters Score -269435.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -269436.500000 Penalty: 808.889465
	Iteration 40F: 3 clusters Score -269436.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -269437.156250 Penalty: 808.889465
	Iteration 41Q: 3 clusters Score -269437.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -269438.031250 Penalty: 808.889465
	Iteration 42Q: 3 clusters Score -269438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -269437.656250 Penalty: 808.889465
	Iteration 43Q: 3 clusters Score -269437.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -269438.187500 Penalty: 808.889465
	Iteration 44Q: 3 clusters Score -269438.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -269439.218750 Penalty: 808.889465
	Iteration 45Q: 3 clusters Score -269439.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -269440.281250 Penalty: 808.889465
	Iteration 46Q: 3 clusters Score -269440.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -269440.968750 Penalty: 808.889465
	Iteration 47Q: 3 clusters Score -269441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -269441.781250 Penalty: 808.889465
	Iteration 48Q: 3 clusters Score -269441.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -269443.250000 Penalty: 808.889465
	Iteration 49Q: 3 clusters Score -269443.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -269443.781250 Penalty: 808.889465
	Iteration 50Q: 3 clusters Score -269443.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -269444.906250 Penalty: 808.889465
	Iteration 51Q: 3 clusters Score -269444.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -269445.093750 Penalty: 808.889465
	Iteration 52Q: 3 clusters Score -269445.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -269445.781250 Penalty: 808.889465
	Iteration 53Q: 3 clusters Score -269445.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -269446.531250 Penalty: 808.889465
	Iteration 54Q: 3 clusters Score -269446.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -269448.500000 Penalty: 808.889465
	Iteration 55Q: 3 clusters Score -269448.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -269450.625000 Penalty: 808.889465
	Iteration 56Q: 3 clusters Score -269450.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -269455.000000 Penalty: 808.889465
	Iteration 57Q: 3 clusters Score -269455 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -269457.906250 Penalty: 808.889465
	Iteration 58Q: 3 clusters Score -269457.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -269461.375000 Penalty: 808.889465
	Iteration 59Q: 3 clusters Score -269461.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -269464.281250 Penalty: 808.889465
	Iteration 60F: 3 clusters Score -269464.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -269466.781250 Penalty: 808.889465
	Iteration 61Q: 3 clusters Score -269466.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -269469.125000 Penalty: 808.889465
	Iteration 62Q: 3 clusters Score -269469.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -269472.218750 Penalty: 808.889465
	Iteration 63Q: 3 clusters Score -269472.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -269475.156250 Penalty: 808.889465
	Iteration 64Q: 3 clusters Score -269475.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -269480.031250 Penalty: 808.889465
	Iteration 65Q: 3 clusters Score -269480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -269487.718750 Penalty: 808.889465
	Iteration 66Q: 3 clusters Score -269487.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -269495.218750 Penalty: 808.889465
	Iteration 67Q: 3 clusters Score -269495.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -269500.531250 Penalty: 808.889465
	Iteration 68Q: 3 clusters Score -269500.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -269508.312500 Penalty: 808.889465
	Iteration 69Q: 3 clusters Score -269508.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -269514.375000 Penalty: 808.889465
	Iteration 70Q: 3 clusters Score -269514.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -269519.875000 Penalty: 808.889465
	Iteration 71Q: 3 clusters Score -269519.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -269527.562500 Penalty: 808.889465
	Iteration 72Q: 3 clusters Score -269527.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -269537.000000 Penalty: 808.889465
	Iteration 73Q: 3 clusters Score -269537 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -269546.531250 Penalty: 808.889465
	Iteration 74Q: 3 clusters Score -269546.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -269554.625000 Penalty: 808.889465
	Iteration 75Q: 3 clusters Score -269554.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -269561.468750 Penalty: 808.889465
	Iteration 76Q: 3 clusters Score -269561.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -269566.906250 Penalty: 808.889465
	Iteration 77Q: 3 clusters Score -269566.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -269571.750000 Penalty: 808.889465
	Iteration 78Q: 3 clusters Score -269571.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -269574.406250 Penalty: 808.889465
	Iteration 79Q: 3 clusters Score -269574.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -269577.343750 Penalty: 808.889465
	Iteration 80F: 3 clusters Score -269577.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -269578.531250 Penalty: 808.889465
	Iteration 81Q: 3 clusters Score -269578.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -269581.875000 Penalty: 808.889465
	Iteration 82Q: 3 clusters Score -269581.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -269583.968750 Penalty: 808.889465
	Iteration 83Q: 3 clusters Score -269584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -269588.656250 Penalty: 808.889465
	Iteration 84Q: 3 clusters Score -269588.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -269593.281250 Penalty: 808.889465
	Iteration 85Q: 3 clusters Score -269593.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -269599.812500 Penalty: 808.889465
	Iteration 86Q: 3 clusters Score -269599.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -269604.531250 Penalty: 808.889465
	Iteration 87Q: 3 clusters Score -269604.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -269611.906250 Penalty: 808.889465
	Iteration 88Q: 3 clusters Score -269611.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -269617.906250 Penalty: 808.889465
	Iteration 89Q: 3 clusters Score -269617.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -269625.562500 Penalty: 808.889465
	Iteration 90Q: 3 clusters Score -269625.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -269637.093750 Penalty: 808.889465
	Iteration 91Q: 3 clusters Score -269637.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -269650.687500 Penalty: 808.889465
	Iteration 92Q: 3 clusters Score -269650.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -269663.843750 Penalty: 808.889465
	Iteration 93Q: 3 clusters Score -269663.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -269678.218750 Penalty: 808.889465
	Iteration 94Q: 3 clusters Score -269678.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -269689.593750 Penalty: 808.889465
	Iteration 95Q: 3 clusters Score -269689.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -269697.187500 Penalty: 808.889465
	Iteration 96Q: 3 clusters Score -269697.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -269705.906250 Penalty: 808.889465
	Iteration 97Q: 3 clusters Score -269705.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -269712.000000 Penalty: 808.889465
	Iteration 98Q: 3 clusters Score -269712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -269718.843750 Penalty: 808.889465
	Iteration 99Q: 3 clusters Score -269718.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -269727.125000 Penalty: 808.889465
	Iteration 100F: 3 clusters Score -269727.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -269735.156250 Penalty: 808.889465
	Iteration 101Q: 3 clusters Score -269735.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -269740.500000 Penalty: 808.889465
	Iteration 102Q: 3 clusters Score -269740.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -269746.093750 Penalty: 808.889465
	Iteration 103Q: 3 clusters Score -269746.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -269749.281250 Penalty: 808.889465
	Iteration 104Q: 3 clusters Score -269749.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -269754.437500 Penalty: 808.889465
	Iteration 105Q: 3 clusters Score -269754.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -269758.656250 Penalty: 808.889465
	Iteration 106Q: 3 clusters Score -269758.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -269763.875000 Penalty: 808.889465
	Iteration 107Q: 3 clusters Score -269763.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -269767.750000 Penalty: 808.889465
	Iteration 108Q: 3 clusters Score -269767.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -269770.437500 Penalty: 808.889465
	Iteration 109Q: 3 clusters Score -269770.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -269776.843750 Penalty: 808.889465
	Iteration 110Q: 3 clusters Score -269776.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -269782.250000 Penalty: 808.889465
	Iteration 111Q: 3 clusters Score -269782.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -269788.562500 Penalty: 808.889465
	Iteration 112Q: 3 clusters Score -269788.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -269792.437500 Penalty: 808.889465
	Iteration 113Q: 3 clusters Score -269792.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -269799.062500 Penalty: 808.889465
	Iteration 114Q: 3 clusters Score -269799.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -269804.062500 Penalty: 808.889465
	Iteration 115Q: 3 clusters Score -269804.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -269809.750000 Penalty: 808.889465
	Iteration 116Q: 3 clusters Score -269809.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -269813.437500 Penalty: 808.889465
	Iteration 117Q: 3 clusters Score -269813.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -269816.781250 Penalty: 808.889465
	Iteration 118Q: 3 clusters Score -269816.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -269818.906250 Penalty: 808.889465
	Iteration 119Q: 3 clusters Score -269818.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -269820.500000 Penalty: 808.889465
	Iteration 120F: 3 clusters Score -269820.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -269822.562500 Penalty: 808.889465
	Iteration 121Q: 3 clusters Score -269822.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -269825.125000 Penalty: 808.889465
	Iteration 122Q: 3 clusters Score -269825.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -269826.937500 Penalty: 808.889465
	Iteration 123Q: 3 clusters Score -269826.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -269829.343750 Penalty: 808.889465
	Iteration 124Q: 3 clusters Score -269829.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -269831.031250 Penalty: 808.889465
	Iteration 125Q: 3 clusters Score -269831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -269832.156250 Penalty: 808.889465
	Iteration 126Q: 3 clusters Score -269832.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -269832.718750 Penalty: 808.889465
	Iteration 127Q: 3 clusters Score -269832.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -269833.656250 Penalty: 808.889465
	Iteration 128Q: 3 clusters Score -269833.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -269834.156250 Penalty: 808.889465
	Iteration 129Q: 3 clusters Score -269834.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -269835.312500 Penalty: 808.889465
	Iteration 130Q: 3 clusters Score -269835.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -269836.468750 Penalty: 808.889465
	Iteration 131Q: 3 clusters Score -269836.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -269837.593750 Penalty: 808.889465
	Iteration 132Q: 3 clusters Score -269837.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -269838.062500 Penalty: 808.889465
	Iteration 133Q: 3 clusters Score -269838.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -269838.656250 Penalty: 808.889465
	Iteration 134Q: 3 clusters Score -269838.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -269838.781250 Penalty: 808.889465
	Iteration 135Q: 3 clusters Score -269838.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -269838.781250 Penalty: 808.889465
	Iteration 136F: 3 clusters Score -269838.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Entering Unmasked Estep 
Score: -197459.046875 Penalty: 391.000305
	Iteration 0F: 2 clusters Score -197459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -193893.109375 Penalty: 782.000610
	Iteration 0F: 3 clusters Score -193893.1 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -195365.484375 Penalty: 782.000610
	Iteration 1F: 3 clusters Score -195365.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -195521.281250 Penalty: 782.000610
	Iteration 2F: 3 clusters Score -195521.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -195684.437500 Penalty: 782.000610
	Iteration 3F: 3 clusters Score -195684.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -195869.765625 Penalty: 782.000610
	Iteration 4F: 3 clusters Score -195869.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -196104.296875 Penalty: 782.000610
	Iteration 5F: 3 clusters Score -196104.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -196329.359375 Penalty: 782.000610
	Iteration 6F: 3 clusters Score -196329.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -196491.046875 Penalty: 782.000610
	Iteration 7Q: 3 clusters Score -196491 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -196579.390625 Penalty: 782.000610
	Iteration 8Q: 3 clusters Score -196579.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -196649.281250 Penalty: 782.000610
	Iteration 9Q: 3 clusters Score -196649.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -196708.515625 Penalty: 782.000610
	Iteration 10Q: 3 clusters Score -196708.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -196760.250000 Penalty: 782.000610
	Iteration 11Q: 3 clusters Score -196760.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -196801.109375 Penalty: 782.000610
	Iteration 12Q: 3 clusters Score -196801.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -196843.656250 Penalty: 782.000610
	Iteration 13Q: 3 clusters Score -196843.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -196880.359375 Penalty: 782.000610
	Iteration 14Q: 3 clusters Score -196880.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -196907.265625 Penalty: 782.000610
	Iteration 15Q: 3 clusters Score -196907.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -196921.796875 Penalty: 782.000610
	Iteration 16Q: 3 clusters Score -196921.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -196935.906250 Penalty: 782.000610
	Iteration 17Q: 3 clusters Score -196935.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -196951.015625 Penalty: 782.000610
	Iteration 18Q: 3 clusters Score -196951 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -196962.921875 Penalty: 782.000610
	Iteration 19Q: 3 clusters Score -196962.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -196973.953125 Penalty: 782.000610
	Iteration 20F: 3 clusters Score -196974 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -196982.265625 Penalty: 782.000610
	Iteration 21Q: 3 clusters Score -196982.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -196988.609375 Penalty: 782.000610
	Iteration 22Q: 3 clusters Score -196988.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -196992.234375 Penalty: 782.000610
	Iteration 23Q: 3 clusters Score -196992.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -196996.828125 Penalty: 782.000610
	Iteration 24Q: 3 clusters Score -196996.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -197000.812500 Penalty: 782.000610
	Iteration 25Q: 3 clusters Score -197000.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -197005.781250 Penalty: 782.000610
	Iteration 26Q: 3 clusters Score -197005.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -197010.718750 Penalty: 782.000610
	Iteration 27Q: 3 clusters Score -197010.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -197015.421875 Penalty: 782.000610
	Iteration 28Q: 3 clusters Score -197015.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -197017.265625 Penalty: 782.000610
	Iteration 29Q: 3 clusters Score -197017.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -197018.750000 Penalty: 782.000610
	Iteration 30Q: 3 clusters Score -197018.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -197020.062500 Penalty: 782.000610
	Iteration 31Q: 3 clusters Score -197020.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -197020.703125 Penalty: 782.000610
	Iteration 32Q: 3 clusters Score -197020.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -197021.140625 Penalty: 782.000610
	Iteration 33Q: 3 clusters Score -197021.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -197021.406250 Penalty: 782.000610
	Iteration 34Q: 3 clusters Score -197021.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -197021.593750 Penalty: 782.000610
	Iteration 35Q: 3 clusters Score -197021.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -197021.656250 Penalty: 782.000610
	Iteration 36Q: 3 clusters Score -197021.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -197021.531250 Penalty: 782.000610
	Iteration 37Q: 3 clusters Score -197021.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -197021.515625 Penalty: 782.000610
	Iteration 38Q: 3 clusters Score -197021.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -197021.953125 Penalty: 782.000610
	Iteration 39Q: 3 clusters Score -197022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -197021.812500 Penalty: 782.000610
	Iteration 40F: 3 clusters Score -197021.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Entering Unmasked Estep 
Score: -289784.437500 Penalty: 407.601868
	Iteration 0F: 2 clusters Score -289784.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -284582.562500 Penalty: 815.203735
	Iteration 0F: 3 clusters Score -284582.6 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -286877.500000 Penalty: 815.203735
	Iteration 1F: 3 clusters Score -286877.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -287243.468750 Penalty: 815.203735
	Iteration 2F: 3 clusters Score -287243.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -287667.906250 Penalty: 815.203735
	Iteration 3F: 3 clusters Score -287667.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -288131.875000 Penalty: 815.203735
	Iteration 4F: 3 clusters Score -288131.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -288503.531250 Penalty: 815.203735
	Iteration 5F: 3 clusters Score -288503.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -288793.093750 Penalty: 815.203735
	Iteration 6F: 3 clusters Score -288793.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -288974.250000 Penalty: 815.203735
	Iteration 7Q: 3 clusters Score -288974.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -289112.750000 Penalty: 815.203735
	Iteration 8Q: 3 clusters Score -289112.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -289224.781250 Penalty: 815.203735
	Iteration 9Q: 3 clusters Score -289224.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -289295.031250 Penalty: 815.203735
	Iteration 10Q: 3 clusters Score -289295 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -289343.093750 Penalty: 815.203735
	Iteration 11Q: 3 clusters Score -289343.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -289372.031250 Penalty: 815.203735
	Iteration 12Q: 3 clusters Score -289372 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -289394.750000 Penalty: 815.203735
	Iteration 13Q: 3 clusters Score -289394.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -289409.843750 Penalty: 815.203735
	Iteration 14Q: 3 clusters Score -289409.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -289419.218750 Penalty: 815.203735
	Iteration 15Q: 3 clusters Score -289419.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -289425.875000 Penalty: 815.203735
	Iteration 16Q: 3 clusters Score -289425.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -289432.406250 Penalty: 815.203735
	Iteration 17Q: 3 clusters Score -289432.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -289438.812500 Penalty: 815.203735
	Iteration 18Q: 3 clusters Score -289438.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -289441.000000 Penalty: 815.203735
	Iteration 19Q: 3 clusters Score -289441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -289442.906250 Penalty: 815.203735
	Iteration 20F: 3 clusters Score -289442.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -289444.843750 Penalty: 815.203735
	Iteration 21Q: 3 clusters Score -289444.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -289446.937500 Penalty: 815.203735
	Iteration 22Q: 3 clusters Score -289446.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -289447.875000 Penalty: 815.203735
	Iteration 23Q: 3 clusters Score -289447.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -289449.250000 Penalty: 815.203735
	Iteration 24Q: 3 clusters Score -289449.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -289450.062500 Penalty: 815.203735
	Iteration 25Q: 3 clusters Score -289450.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -289451.031250 Penalty: 815.203735
	Iteration 26Q: 3 clusters Score -289451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -289452.625000 Penalty: 815.203735
	Iteration 27Q: 3 clusters Score -289452.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -289452.312500 Penalty: 815.203735
	Iteration 28Q: 3 clusters Score -289452.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -289453.500000 Penalty: 815.203735
	Iteration 29Q: 3 clusters Score -289453.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -289454.093750 Penalty: 815.203735
	Iteration 30Q: 3 clusters Score -289454.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -289454.406250 Penalty: 815.203735
	Iteration 31Q: 3 clusters Score -289454.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -289454.843750 Penalty: 815.203735
	Iteration 32Q: 3 clusters Score -289454.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -289455.687500 Penalty: 815.203735
	Iteration 33Q: 3 clusters Score -289455.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -289456.906250 Penalty: 815.203735
	Iteration 34Q: 3 clusters Score -289456.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -289456.625000 Penalty: 815.203735
	Iteration 35Q: 3 clusters Score -289456.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -289458.031250 Penalty: 815.203735
	Iteration 36Q: 3 clusters Score -289458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -289457.937500 Penalty: 815.203735
	Iteration 37Q: 3 clusters Score -289457.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -289458.000000 Penalty: 815.203735
	Iteration 38Q: 3 clusters Score -289458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -289458.125000 Penalty: 815.203735
	Iteration 39Q: 3 clusters Score -289458.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -289458.281250 Penalty: 815.203735
	Iteration 40F: 3 clusters Score -289458.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -289458.531250 Penalty: 815.203735
	Iteration 41Q: 3 clusters Score -289458.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -289459.187500 Penalty: 815.203735
	Iteration 42Q: 3 clusters Score -289459.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -289461.062500 Penalty: 815.203735
	Iteration 43Q: 3 clusters Score -289461.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -289461.906250 Penalty: 815.203735
	Iteration 44Q: 3 clusters Score -289461.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -289462.562500 Penalty: 815.203735
	Iteration 45Q: 3 clusters Score -289462.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -289462.968750 Penalty: 815.203735
	Iteration 46Q: 3 clusters Score -289463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -289463.593750 Penalty: 815.203735
	Iteration 47Q: 3 clusters Score -289463.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -289463.812500 Penalty: 815.203735
	Iteration 48Q: 3 clusters Score -289463.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -289466.031250 Penalty: 815.203735
	Iteration 49Q: 3 clusters Score -289466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -289467.093750 Penalty: 815.203735
	Iteration 50Q: 3 clusters Score -289467.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -289468.031250 Penalty: 815.203735
	Iteration 51Q: 3 clusters Score -289468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -289468.750000 Penalty: 815.203735
	Iteration 52Q: 3 clusters Score -289468.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -289468.468750 Penalty: 815.203735
	Iteration 53Q: 3 clusters Score -289468.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -289468.781250 Penalty: 815.203735
	Iteration 54Q: 3 clusters Score -289468.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -289468.593750 Penalty: 815.203735
	Iteration 55Q: 3 clusters Score -289468.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -289468.875000 Penalty: 815.203735
	Iteration 56Q: 3 clusters Score -289468.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -289468.812500 Penalty: 815.203735
	Iteration 57Q: 3 clusters Score -289468.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -289468.812500 Penalty: 815.203735
	Iteration 58F: 3 clusters Score -289468.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -114962.976562 Penalty: 366.001282
	Iteration 0F: 2 clusters Score -114963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -112765.265625 Penalty: 732.002563
	Iteration 0F: 3 clusters Score -112765.3 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -113466.789062 Penalty: 732.002563
	Iteration 1F: 3 clusters Score -113466.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -113555.429688 Penalty: 732.002563
	Iteration 2F: 3 clusters Score -113555.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -113643.882812 Penalty: 732.002563
	Iteration 3F: 3 clusters Score -113643.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -113753.578125 Penalty: 732.002563
	Iteration 4F: 3 clusters Score -113753.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -113860.976562 Penalty: 732.002563
	Iteration 5F: 3 clusters Score -113861 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -113947.218750 Penalty: 732.002563
	Iteration 6Q: 3 clusters Score -113947.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -114025.476562 Penalty: 732.002563
	Iteration 7Q: 3 clusters Score -114025.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -114094.765625 Penalty: 732.002563
	Iteration 8Q: 3 clusters Score -114094.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -114147.171875 Penalty: 732.002563
	Iteration 9Q: 3 clusters Score -114147.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -114192.054688 Penalty: 732.002563
	Iteration 10Q: 3 clusters Score -114192.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -114236.093750 Penalty: 732.002563
	Iteration 11Q: 3 clusters Score -114236.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -114275.671875 Penalty: 732.002563
	Iteration 12Q: 3 clusters Score -114275.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -114297.140625 Penalty: 732.002563
	Iteration 13Q: 3 clusters Score -114297.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -114316.226562 Penalty: 732.002563
	Iteration 14Q: 3 clusters Score -114316.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -114331.906250 Penalty: 732.002563
	Iteration 15Q: 3 clusters Score -114331.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -114346.757812 Penalty: 732.002563
	Iteration 16Q: 3 clusters Score -114346.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -114363.992188 Penalty: 732.002563
	Iteration 17Q: 3 clusters Score -114364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -114384.007812 Penalty: 732.002563
	Iteration 18Q: 3 clusters Score -114384 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -114409.250000 Penalty: 732.002563
	Iteration 19Q: 3 clusters Score -114409.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -114436.960938 Penalty: 732.002563
	Iteration 20F: 3 clusters Score -114437 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -114462.046875 Penalty: 732.002563
	Iteration 21Q: 3 clusters Score -114462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -114483.656250 Penalty: 732.002563
	Iteration 22Q: 3 clusters Score -114483.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -114502.429688 Penalty: 732.002563
	Iteration 23Q: 3 clusters Score -114502.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -114518.031250 Penalty: 732.002563
	Iteration 24Q: 3 clusters Score -114518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -114534.882812 Penalty: 732.002563
	Iteration 25Q: 3 clusters Score -114534.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -114556.664062 Penalty: 732.002563
	Iteration 26Q: 3 clusters Score -114556.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -114570.757812 Penalty: 732.002563
	Iteration 27Q: 3 clusters Score -114570.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -114584.281250 Penalty: 732.002563
	Iteration 28Q: 3 clusters Score -114584.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -114593.742188 Penalty: 732.002563
	Iteration 29Q: 3 clusters Score -114593.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -114600.820312 Penalty: 732.002563
	Iteration 30Q: 3 clusters Score -114600.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -114606.828125 Penalty: 732.002563
	Iteration 31Q: 3 clusters Score -114606.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -114612.773438 Penalty: 732.002563
	Iteration 32Q: 3 clusters Score -114612.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -114617.156250 Penalty: 732.002563
	Iteration 33Q: 3 clusters Score -114617.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -114621.914062 Penalty: 732.002563
	Iteration 34Q: 3 clusters Score -114621.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -114626.906250 Penalty: 732.002563
	Iteration 35Q: 3 clusters Score -114626.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -114630.484375 Penalty: 732.002563
	Iteration 36Q: 3 clusters Score -114630.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -114633.960938 Penalty: 732.002563
	Iteration 37Q: 3 clusters Score -114634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -114637.640625 Penalty: 732.002563
	Iteration 38Q: 3 clusters Score -114637.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -114640.585938 Penalty: 732.002563
	Iteration 39Q: 3 clusters Score -114640.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -114643.929688 Penalty: 732.002563
	Iteration 40F: 3 clusters Score -114643.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -114646.601562 Penalty: 732.002563
	Iteration 41Q: 3 clusters Score -114646.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -114650.335938 Penalty: 732.002563
	Iteration 42Q: 3 clusters Score -114650.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -114655.851562 Penalty: 732.002563
	Iteration 43Q: 3 clusters Score -114655.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -114661.453125 Penalty: 732.002563
	Iteration 44Q: 3 clusters Score -114661.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -114667.757812 Penalty: 732.002563
	Iteration 45Q: 3 clusters Score -114667.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -114674.414062 Penalty: 732.002563
	Iteration 46Q: 3 clusters Score -114674.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -114677.523438 Penalty: 732.002563
	Iteration 47Q: 3 clusters Score -114677.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -114679.617188 Penalty: 732.002563
	Iteration 48Q: 3 clusters Score -114679.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -114684.085938 Penalty: 732.002563
	Iteration 49Q: 3 clusters Score -114684.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -114685.742188 Penalty: 732.002563
	Iteration 50Q: 3 clusters Score -114685.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -114685.742188 Penalty: 732.002563
	Iteration 51F: 3 clusters Score -114685.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Entering Unmasked Estep 
Score: -434482.125000 Penalty: 425.056213
	Iteration 0F: 2 clusters Score -434482.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -426971.093750 Penalty: 850.112427
	Iteration 0F: 3 clusters Score -426971.1 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -430297.218750 Penalty: 850.112427
	Iteration 1F: 3 clusters Score -430297.2 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -430706.593750 Penalty: 850.112427
	Iteration 2F: 3 clusters Score -430706.6 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -431214.562500 Penalty: 850.112427
	Iteration 3F: 3 clusters Score -431214.6 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -431870.031250 Penalty: 850.112427
	Iteration 4F: 3 clusters Score -431870 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -432582.562500 Penalty: 850.112427
	Iteration 5F: 3 clusters Score -432582.6 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -433164.562500 Penalty: 850.112427
	Iteration 6F: 3 clusters Score -433164.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -433613.468750 Penalty: 850.112427
	Iteration 7Q: 3 clusters Score -433613.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -433858.656250 Penalty: 850.112427
	Iteration 8Q: 3 clusters Score -433858.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -433984.062500 Penalty: 850.112427
	Iteration 9Q: 3 clusters Score -433984.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -434052.093750 Penalty: 850.112427
	Iteration 10Q: 3 clusters Score -434052.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -434082.093750 Penalty: 850.112427
	Iteration 11Q: 3 clusters Score -434082.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -434094.093750 Penalty: 850.112427
	Iteration 12Q: 3 clusters Score -434094.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -434104.656250 Penalty: 850.112427
	Iteration 13Q: 3 clusters Score -434104.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -434118.031250 Penalty: 850.112427
	Iteration 14Q: 3 clusters Score -434118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -434125.250000 Penalty: 850.112427
	Iteration 15Q: 3 clusters Score -434125.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -434128.968750 Penalty: 850.112427
	Iteration 16Q: 3 clusters Score -434129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -434131.218750 Penalty: 850.112427
	Iteration 17Q: 3 clusters Score -434131.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -434135.031250 Penalty: 850.112427
	Iteration 18Q: 3 clusters Score -434135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -434136.343750 Penalty: 850.112427
	Iteration 19Q: 3 clusters Score -434136.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -434135.781250 Penalty: 850.112427
	Iteration 20F: 3 clusters Score -434135.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -32730.406250 Penalty: 309.961700
	Iteration 0F: 2 clusters Score -32730.41 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 432 members 
Entering Unmasked Estep 
Score: -31992.464844 Penalty: 619.923401
	Iteration 0F: 3 clusters Score -31992.46 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -32160.240234 Penalty: 619.923401
	Iteration 1F: 3 clusters Score -32160.24 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -32201.373047 Penalty: 619.923401
	Iteration 2F: 3 clusters Score -32201.37 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -32233.164062 Penalty: 619.923401
	Iteration 3F: 3 clusters Score -32233.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -32254.958984 Penalty: 619.923401
	Iteration 4Q: 3 clusters Score -32254.96 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -32277.679688 Penalty: 619.923401
	Iteration 5Q: 3 clusters Score -32277.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -32304.759766 Penalty: 619.923401
	Iteration 6Q: 3 clusters Score -32304.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -32325.896484 Penalty: 619.923401
	Iteration 7Q: 3 clusters Score -32325.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -32350.066406 Penalty: 619.923401
	Iteration 8Q: 3 clusters Score -32350.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -32391.138672 Penalty: 619.923401
	Iteration 9Q: 3 clusters Score -32391.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -32421.853516 Penalty: 619.923401
	Iteration 10Q: 3 clusters Score -32421.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -32437.996094 Penalty: 619.923401
	Iteration 11Q: 3 clusters Score -32438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32455.279297 Penalty: 619.923401
	Iteration 12Q: 3 clusters Score -32455.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32470.693359 Penalty: 619.923401
	Iteration 13Q: 3 clusters Score -32470.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -32482.843750 Penalty: 619.923401
	Iteration 14Q: 3 clusters Score -32482.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -32489.566406 Penalty: 619.923401
	Iteration 15Q: 3 clusters Score -32489.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32490.441406 Penalty: 619.923401
	Iteration 16Q: 3 clusters Score -32490.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -32490.857422 Penalty: 619.923401
	Iteration 17Q: 3 clusters Score -32490.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32491.648438 Penalty: 619.923401
	Iteration 18Q: 3 clusters Score -32491.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -32491.773438 Penalty: 619.923401
	Iteration 19Q: 3 clusters Score -32491.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -32491.894531 Penalty: 619.923401
	Iteration 20F: 3 clusters Score -32491.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Entering Unmasked Estep 
Score: -117936.500000 Penalty: 367.041016
	Iteration 0F: 2 clusters Score -117936.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -115689.171875 Penalty: 734.082031
	Iteration 0F: 3 clusters Score -115689.2 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -116454.671875 Penalty: 734.082031
	Iteration 1F: 3 clusters Score -116454.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -116605.890625 Penalty: 734.082031
	Iteration 2F: 3 clusters Score -116605.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -116822.148438 Penalty: 734.082031
	Iteration 3F: 3 clusters Score -116822.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -117070.335938 Penalty: 734.082031
	Iteration 4F: 3 clusters Score -117070.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -117276.726562 Penalty: 734.082031
	Iteration 5F: 3 clusters Score -117276.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -117444.375000 Penalty: 734.082031
	Iteration 6F: 3 clusters Score -117444.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -117539.531250 Penalty: 734.082031
	Iteration 7Q: 3 clusters Score -117539.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -117603.820312 Penalty: 734.082031
	Iteration 8Q: 3 clusters Score -117603.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -117647.320312 Penalty: 734.082031
	Iteration 9Q: 3 clusters Score -117647.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -117680.195312 Penalty: 734.082031
	Iteration 10Q: 3 clusters Score -117680.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -117703.609375 Penalty: 734.082031
	Iteration 11Q: 3 clusters Score -117703.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -117718.523438 Penalty: 734.082031
	Iteration 12Q: 3 clusters Score -117718.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -117733.648438 Penalty: 734.082031
	Iteration 13Q: 3 clusters Score -117733.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -117747.257812 Penalty: 734.082031
	Iteration 14Q: 3 clusters Score -117747.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -117757.257812 Penalty: 734.082031
	Iteration 15Q: 3 clusters Score -117757.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -117766.156250 Penalty: 734.082031
	Iteration 16Q: 3 clusters Score -117766.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -117772.515625 Penalty: 734.082031
	Iteration 17Q: 3 clusters Score -117772.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -117776.039062 Penalty: 734.082031
	Iteration 18Q: 3 clusters Score -117776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -117780.078125 Penalty: 734.082031
	Iteration 19Q: 3 clusters Score -117780.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -117783.945312 Penalty: 734.082031
	Iteration 20F: 3 clusters Score -117783.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -117785.484375 Penalty: 734.082031
	Iteration 21Q: 3 clusters Score -117785.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -117786.351562 Penalty: 734.082031
	Iteration 22Q: 3 clusters Score -117786.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -117786.695312 Penalty: 734.082031
	Iteration 23Q: 3 clusters Score -117786.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -117787.015625 Penalty: 734.082031
	Iteration 24Q: 3 clusters Score -117787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -117787.085938 Penalty: 734.082031
	Iteration 25Q: 3 clusters Score -117787.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -117787.835938 Penalty: 734.082031
	Iteration 26Q: 3 clusters Score -117787.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -117788.242188 Penalty: 734.082031
	Iteration 27Q: 3 clusters Score -117788.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -117789.046875 Penalty: 734.082031
	Iteration 28Q: 3 clusters Score -117789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -117789.304688 Penalty: 734.082031
	Iteration 29Q: 3 clusters Score -117789.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -117790.148438 Penalty: 734.082031
	Iteration 30Q: 3 clusters Score -117790.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -117790.289062 Penalty: 734.082031
	Iteration 31Q: 3 clusters Score -117790.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -117790.289062 Penalty: 734.082031
	Iteration 32F: 3 clusters Score -117790.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Entering Unmasked Estep 
Score: -112654.859375 Penalty: 367.297272
	Iteration 0F: 2 clusters Score -112654.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -110494.031250 Penalty: 734.594543
	Iteration 0F: 3 clusters Score -110494 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -111262.242188 Penalty: 734.594543
	Iteration 1F: 3 clusters Score -111262.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -111386.890625 Penalty: 734.594543
	Iteration 2F: 3 clusters Score -111386.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -111488.632812 Penalty: 734.594543
	Iteration 3F: 3 clusters Score -111488.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -111585.781250 Penalty: 734.594543
	Iteration 4F: 3 clusters Score -111585.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -111678.054688 Penalty: 734.594543
	Iteration 5Q: 3 clusters Score -111678.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -111743.750000 Penalty: 734.594543
	Iteration 6Q: 3 clusters Score -111743.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -111806.062500 Penalty: 734.594543
	Iteration 7Q: 3 clusters Score -111806.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -111873.960938 Penalty: 734.594543
	Iteration 8Q: 3 clusters Score -111874 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -111947.265625 Penalty: 734.594543
	Iteration 9Q: 3 clusters Score -111947.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -112020.375000 Penalty: 734.594543
	Iteration 10Q: 3 clusters Score -112020.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -112071.437500 Penalty: 734.594543
	Iteration 11Q: 3 clusters Score -112071.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -112109.031250 Penalty: 734.594543
	Iteration 12Q: 3 clusters Score -112109 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -112154.007812 Penalty: 734.594543
	Iteration 13Q: 3 clusters Score -112154 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -112194.117188 Penalty: 734.594543
	Iteration 14Q: 3 clusters Score -112194.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -112227.976562 Penalty: 734.594543
	Iteration 15Q: 3 clusters Score -112228 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -112251.890625 Penalty: 734.594543
	Iteration 16Q: 3 clusters Score -112251.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -112285.859375 Penalty: 734.594543
	Iteration 17Q: 3 clusters Score -112285.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -112322.078125 Penalty: 734.594543
	Iteration 18Q: 3 clusters Score -112322.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -112353.289062 Penalty: 734.594543
	Iteration 19Q: 3 clusters Score -112353.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -112373.453125 Penalty: 734.594543
	Iteration 20F: 3 clusters Score -112373.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -112386.718750 Penalty: 734.594543
	Iteration 21Q: 3 clusters Score -112386.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -112394.320312 Penalty: 734.594543
	Iteration 22Q: 3 clusters Score -112394.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -112398.812500 Penalty: 734.594543
	Iteration 23Q: 3 clusters Score -112398.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -112401.835938 Penalty: 734.594543
	Iteration 24Q: 3 clusters Score -112401.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -112403.914062 Penalty: 734.594543
	Iteration 25Q: 3 clusters Score -112403.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -112405.328125 Penalty: 734.594543
	Iteration 26Q: 3 clusters Score -112405.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -112406.578125 Penalty: 734.594543
	Iteration 27Q: 3 clusters Score -112406.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -112407.648438 Penalty: 734.594543
	Iteration 28Q: 3 clusters Score -112407.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -112410.390625 Penalty: 734.594543
	Iteration 29Q: 3 clusters Score -112410.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -112411.929688 Penalty: 734.594543
	Iteration 30Q: 3 clusters Score -112411.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -112413.046875 Penalty: 734.594543
	Iteration 31Q: 3 clusters Score -112413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -112414.125000 Penalty: 734.594543
	Iteration 32Q: 3 clusters Score -112414.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -112414.734375 Penalty: 734.594543
	Iteration 33Q: 3 clusters Score -112414.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -112414.929688 Penalty: 734.594543
	Iteration 34Q: 3 clusters Score -112414.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -112414.914062 Penalty: 734.594543
	Iteration 35Q: 3 clusters Score -112414.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -112414.914062 Penalty: 734.594543
	Iteration 36F: 3 clusters Score -112414.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Entering Unmasked Estep 
Score: -636234.562500 Penalty: 444.059967
	Iteration 0F: 2 clusters Score -636234.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -624696.937500 Penalty: 888.119934
	Iteration 0F: 3 clusters Score -624696.9 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -630129.750000 Penalty: 888.119934
	Iteration 1F: 3 clusters Score -630129.8 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -631141.062500 Penalty: 888.119934
	Iteration 2F: 3 clusters Score -631141.1 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -632459.375000 Penalty: 888.119934
	Iteration 3F: 3 clusters Score -632459.4 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -633579.750000 Penalty: 888.119934
	Iteration 4F: 3 clusters Score -633579.8 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -634358.000000 Penalty: 888.119934
	Iteration 5F: 3 clusters Score -634358 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -634902.687500 Penalty: 888.119934
	Iteration 6Q: 3 clusters Score -634902.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -635328.062500 Penalty: 888.119934
	Iteration 7Q: 3 clusters Score -635328.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -635630.312500 Penalty: 888.119934
	Iteration 8Q: 3 clusters Score -635630.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -635831.312500 Penalty: 888.119934
	Iteration 9Q: 3 clusters Score -635831.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -635939.562500 Penalty: 888.119934
	Iteration 10Q: 3 clusters Score -635939.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -636006.062500 Penalty: 888.119934
	Iteration 11Q: 3 clusters Score -636006.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -636056.375000 Penalty: 888.119934
	Iteration 12Q: 3 clusters Score -636056.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -636087.000000 Penalty: 888.119934
	Iteration 13Q: 3 clusters Score -636087 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -636109.625000 Penalty: 888.119934
	Iteration 14Q: 3 clusters Score -636109.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -636121.312500 Penalty: 888.119934
	Iteration 15Q: 3 clusters Score -636121.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -636123.500000 Penalty: 888.119934
	Iteration 16Q: 3 clusters Score -636123.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -636126.437500 Penalty: 888.119934
	Iteration 17Q: 3 clusters Score -636126.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -636127.312500 Penalty: 888.119934
	Iteration 18Q: 3 clusters Score -636127.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -636128.812500 Penalty: 888.119934
	Iteration 19Q: 3 clusters Score -636128.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -636130.625000 Penalty: 888.119934
	Iteration 20F: 3 clusters Score -636130.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -636130.125000 Penalty: 888.119934
	Iteration 21Q: 3 clusters Score -636130.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -636130.687500 Penalty: 888.119934
	Iteration 22Q: 3 clusters Score -636130.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -636133.250000 Penalty: 888.119934
	Iteration 23Q: 3 clusters Score -636133.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -636132.062500 Penalty: 888.119934
	Iteration 24Q: 3 clusters Score -636132.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -636130.812500 Penalty: 888.119934
	Iteration 25Q: 3 clusters Score -636130.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -636131.625000 Penalty: 888.119934
	Iteration 26Q: 3 clusters Score -636131.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -636132.750000 Penalty: 888.119934
	Iteration 27Q: 3 clusters Score -636132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -636133.562500 Penalty: 888.119934
	Iteration 28Q: 3 clusters Score -636133.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -636134.437500 Penalty: 888.119934
	Iteration 29Q: 3 clusters Score -636134.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -636134.250000 Penalty: 888.119934
	Iteration 30Q: 3 clusters Score -636134.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -636134.312500 Penalty: 888.119934
	Iteration 31Q: 3 clusters Score -636134.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -636133.875000 Penalty: 888.119934
	Iteration 32Q: 3 clusters Score -636133.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -636133.750000 Penalty: 888.119934
	Iteration 33Q: 3 clusters Score -636133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -636134.125000 Penalty: 888.119934
	Iteration 34Q: 3 clusters Score -636134.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -636133.687500 Penalty: 888.119934
	Iteration 35Q: 3 clusters Score -636133.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -636133.687500 Penalty: 888.119934
	Iteration 36Q: 3 clusters Score -636133.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -636133.375000 Penalty: 888.119934
	Iteration 37Q: 3 clusters Score -636133.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -636132.687500 Penalty: 888.119934
	Iteration 38Q: 3 clusters Score -636132.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -636132.687500 Penalty: 888.119934
	Iteration 39F: 3 clusters Score -636132.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (106466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106466 members 
Entering Unmasked Estep 
Score: -4104996.500000 Penalty: 526.688904
	Iteration 0F: 2 clusters Score -4104996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 53230 members 
Entering Unmasked Estep 
Score: -4032979.000000 Penalty: 1053.377808
	Iteration 0F: 3 clusters Score -4032979 nChanged 52257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -4066435.250000 Penalty: 1053.377808
	Iteration 1F: 3 clusters Score -4066435 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 57367 members 
Entering Unmasked Estep 
Score: -4069130.500000 Penalty: 1053.377808
	Iteration 2F: 3 clusters Score -4069130 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 59749 members 
Entering Unmasked Estep 
Score: -4072829.000000 Penalty: 1053.377808
	Iteration 3F: 3 clusters Score -4072829 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 62438 members 
Entering Unmasked Estep 
Score: -4077334.000000 Penalty: 1053.377808
	Iteration 4F: 3 clusters Score -4077334 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -4082289.000000 Penalty: 1053.377808
	Iteration 5F: 3 clusters Score -4082289 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
Score: -4087472.750000 Penalty: 1053.377808
	Iteration 6F: 3 clusters Score -4087473 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 70292 members 
Entering Unmasked Estep 
Score: -4091611.750000 Penalty: 1053.377808
	Iteration 7F: 3 clusters Score -4091612 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 72301 members 
Entering Unmasked Estep 
Score: -4094182.500000 Penalty: 1053.377808
	Iteration 8Q: 3 clusters Score -4094182 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 74003 members 
Entering Unmasked Estep 
Score: -4095676.500000 Penalty: 1053.377808
	Iteration 9Q: 3 clusters Score -4095676 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 75589 members 
Entering Unmasked Estep 
Score: -4096961.500000 Penalty: 1053.377808
	Iteration 10Q: 3 clusters Score -4096962 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 77054 members 
Entering Unmasked Estep 
Score: -4098074.750000 Penalty: 1053.377808
	Iteration 11Q: 3 clusters Score -4098075 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 78367 members 
Entering Unmasked Estep 
Score: -4099065.750000 Penalty: 1053.377808
	Iteration 12Q: 3 clusters Score -4099066 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 79483 members 
Entering Unmasked Estep 
Score: -4099757.250000 Penalty: 1053.377808
	Iteration 13Q: 3 clusters Score -4099757 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 80427 members 
Entering Unmasked Estep 
Score: -4100306.000000 Penalty: 1053.377808
	Iteration 14Q: 3 clusters Score -4100306 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 81258 members 
Entering Unmasked Estep 
Score: -4100730.500000 Penalty: 1053.377808
	Iteration 15Q: 3 clusters Score -4100730 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 81981 members 
Entering Unmasked Estep 
Score: -4100998.500000 Penalty: 1053.377808
	Iteration 16Q: 3 clusters Score -4100998 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 82692 members 
Entering Unmasked Estep 
Score: -4101236.500000 Penalty: 1053.377808
	Iteration 17Q: 3 clusters Score -4101236 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 83378 members 
Entering Unmasked Estep 
Score: -4101375.000000 Penalty: 1053.377808
	Iteration 18Q: 3 clusters Score -4101375 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 84065 members 
Entering Unmasked Estep 
Score: -4101542.750000 Penalty: 1053.377808
	Iteration 19Q: 3 clusters Score -4101543 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 84698 members 
Entering Unmasked Estep 
Score: -4101671.250000 Penalty: 1053.377808
	Iteration 20F: 3 clusters Score -4101671 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 85276 members 
Entering Unmasked Estep 
Score: -4101727.500000 Penalty: 1053.377808
	Iteration 21Q: 3 clusters Score -4101728 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 85820 members 
Entering Unmasked Estep 
Score: -4101812.250000 Penalty: 1053.377808
	Iteration 22Q: 3 clusters Score -4101812 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 86356 members 
Entering Unmasked Estep 
Score: -4101901.750000 Penalty: 1053.377808
	Iteration 23Q: 3 clusters Score -4101902 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 86929 members 
Entering Unmasked Estep 
Score: -4101982.750000 Penalty: 1053.377808
	Iteration 24Q: 3 clusters Score -4101983 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 87497 members 
Entering Unmasked Estep 
Score: -4102085.500000 Penalty: 1053.377808
	Iteration 25Q: 3 clusters Score -4102086 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 88078 members 
Entering Unmasked Estep 
Score: -4102203.750000 Penalty: 1053.377808
	Iteration 26Q: 3 clusters Score -4102204 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 88698 members 
Entering Unmasked Estep 
Score: -4102298.750000 Penalty: 1053.377808
	Iteration 27Q: 3 clusters Score -4102299 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 89295 members 
Entering Unmasked Estep 
Score: -4102402.250000 Penalty: 1053.377808
	Iteration 28Q: 3 clusters Score -4102402 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 89870 members 
Entering Unmasked Estep 
Score: -4102508.250000 Penalty: 1053.377808
	Iteration 29Q: 3 clusters Score -4102508 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 90456 members 
Entering Unmasked Estep 
Score: -4102582.500000 Penalty: 1053.377808
	Iteration 30Q: 3 clusters Score -4102582 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 91033 members 
Entering Unmasked Estep 
Score: -4102672.500000 Penalty: 1053.377808
	Iteration 31Q: 3 clusters Score -4102672 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 91602 members 
Entering Unmasked Estep 
Score: -4102772.500000 Penalty: 1053.377808
	Iteration 32Q: 3 clusters Score -4102772 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 92169 members 
Entering Unmasked Estep 
Score: -4102886.750000 Penalty: 1053.377808
	Iteration 33Q: 3 clusters Score -4102887 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 92762 members 
Entering Unmasked Estep 
Score: -4102964.250000 Penalty: 1053.377808
	Iteration 34Q: 3 clusters Score -4102964 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 93335 members 
Entering Unmasked Estep 
Score: -4103086.250000 Penalty: 1053.377808
	Iteration 35Q: 3 clusters Score -4103086 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 93911 members 
Entering Unmasked Estep 
Score: -4103201.750000 Penalty: 1053.377808
	Iteration 36Q: 3 clusters Score -4103202 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 94453 members 
Entering Unmasked Estep 
Score: -4103300.250000 Penalty: 1053.377808
	Iteration 37Q: 3 clusters Score -4103300 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 94979 members 
Entering Unmasked Estep 
Score: -4103400.500000 Penalty: 1053.377808
	Iteration 38Q: 3 clusters Score -4103400 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 95476 members 
Entering Unmasked Estep 
Score: -4103493.250000 Penalty: 1053.377808
	Iteration 39Q: 3 clusters Score -4103493 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 95967 members 
Entering Unmasked Estep 
Score: -4103564.250000 Penalty: 1053.377808
	Iteration 40F: 3 clusters Score -4103564 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 96427 members 
Entering Unmasked Estep 
Score: -4103673.500000 Penalty: 1053.377808
	Iteration 41Q: 3 clusters Score -4103674 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 96836 members 
Entering Unmasked Estep 
Score: -4103752.750000 Penalty: 1053.377808
	Iteration 42Q: 3 clusters Score -4103753 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 97238 members 
Entering Unmasked Estep 
Score: -4103815.250000 Penalty: 1053.377808
	Iteration 43Q: 3 clusters Score -4103815 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 97616 members 
Entering Unmasked Estep 
Score: -4103877.500000 Penalty: 1053.377808
	Iteration 44Q: 3 clusters Score -4103878 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 97949 members 
Entering Unmasked Estep 
Score: -4103940.000000 Penalty: 1053.377808
	Iteration 45Q: 3 clusters Score -4103940 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 98304 members 
Entering Unmasked Estep 
Score: -4103991.250000 Penalty: 1053.377808
	Iteration 46Q: 3 clusters Score -4103991 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 98653 members 
Entering Unmasked Estep 
Score: -4104038.500000 Penalty: 1053.377808
	Iteration 47Q: 3 clusters Score -4104038 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 98977 members 
Entering Unmasked Estep 
Score: -4104094.250000 Penalty: 1053.377808
	Iteration 48Q: 3 clusters Score -4104094 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 99312 members 
Entering Unmasked Estep 
Score: -4104154.250000 Penalty: 1053.377808
	Iteration 49Q: 3 clusters Score -4104154 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 99619 members 
Entering Unmasked Estep 
Score: -4104221.750000 Penalty: 1053.377808
	Iteration 50Q: 3 clusters Score -4104222 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 99901 members 
Entering Unmasked Estep 
Score: -4104261.750000 Penalty: 1053.377808
	Iteration 51Q: 3 clusters Score -4104262 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 100174 members 
Entering Unmasked Estep 
Score: -4104315.250000 Penalty: 1053.377808
	Iteration 52Q: 3 clusters Score -4104315 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 100462 members 
Entering Unmasked Estep 
Score: -4104354.750000 Penalty: 1053.377808
	Iteration 53Q: 3 clusters Score -4104355 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 100731 members 
Entering Unmasked Estep 
Score: -4104426.000000 Penalty: 1053.377808
	Iteration 54Q: 3 clusters Score -4104426 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 100987 members 
Entering Unmasked Estep 
Score: -4104469.500000 Penalty: 1053.377808
	Iteration 55Q: 3 clusters Score -4104470 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 101236 members 
Entering Unmasked Estep 
Score: -4104500.750000 Penalty: 1053.377808
	Iteration 56Q: 3 clusters Score -4104501 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 101443 members 
Entering Unmasked Estep 
Score: -4104551.500000 Penalty: 1053.377808
	Iteration 57Q: 3 clusters Score -4104552 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 101625 members 
Entering Unmasked Estep 
Score: -4104579.000000 Penalty: 1053.377808
	Iteration 58Q: 3 clusters Score -4104579 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 101800 members 
Entering Unmasked Estep 
Score: -4104620.750000 Penalty: 1053.377808
	Iteration 59Q: 3 clusters Score -4104621 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 101961 members 
Entering Unmasked Estep 
Score: -4104635.500000 Penalty: 1053.377808
	Iteration 60F: 3 clusters Score -4104636 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 102115 members 
Entering Unmasked Estep 
Score: -4104667.000000 Penalty: 1053.377808
	Iteration 61Q: 3 clusters Score -4104667 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 102265 members 
Entering Unmasked Estep 
Score: -4104693.250000 Penalty: 1053.377808
	Iteration 62Q: 3 clusters Score -4104693 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 102399 members 
Entering Unmasked Estep 
Score: -4104716.500000 Penalty: 1053.377808
	Iteration 63Q: 3 clusters Score -4104716 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 102522 members 
Entering Unmasked Estep 
Score: -4104742.500000 Penalty: 1053.377808
	Iteration 64Q: 3 clusters Score -4104742 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 102642 members 
Entering Unmasked Estep 
Score: -4104749.750000 Penalty: 1053.377808
	Iteration 65Q: 3 clusters Score -4104750 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 102749 members 
Entering Unmasked Estep 
Score: -4104757.250000 Penalty: 1053.377808
	Iteration 66Q: 3 clusters Score -4104757 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 102853 members 
Entering Unmasked Estep 
Score: -4104769.500000 Penalty: 1053.377808
	Iteration 67Q: 3 clusters Score -4104770 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 102942 members 
Entering Unmasked Estep 
Score: -4104774.750000 Penalty: 1053.377808
	Iteration 68Q: 3 clusters Score -4104775 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 103035 members 
Entering Unmasked Estep 
Score: -4104780.750000 Penalty: 1053.377808
	Iteration 69Q: 3 clusters Score -4104781 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 103122 members 
Entering Unmasked Estep 
Score: -4104791.750000 Penalty: 1053.377808
	Iteration 70Q: 3 clusters Score -4104792 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 103207 members 
Entering Unmasked Estep 
Score: -4104801.250000 Penalty: 1053.377808
	Iteration 71Q: 3 clusters Score -4104801 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 103295 members 
Entering Unmasked Estep 
Score: -4104808.500000 Penalty: 1053.377808
	Iteration 72Q: 3 clusters Score -4104808 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 103379 members 
Entering Unmasked Estep 
Score: -4104826.750000 Penalty: 1053.377808
	Iteration 73Q: 3 clusters Score -4104827 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 103452 members 
Entering Unmasked Estep 
Score: -4104834.000000 Penalty: 1053.377808
	Iteration 74Q: 3 clusters Score -4104834 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 103514 members 
Entering Unmasked Estep 
Score: -4104839.750000 Penalty: 1053.377808
	Iteration 75Q: 3 clusters Score -4104840 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 103577 members 
Entering Unmasked Estep 
Score: -4104854.500000 Penalty: 1053.377808
	Iteration 76Q: 3 clusters Score -4104854 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 103640 members 
Entering Unmasked Estep 
Score: -4104836.750000 Penalty: 1053.377808
	Iteration 77Q: 3 clusters Score -4104837 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 103674 members 
Entering Unmasked Estep 
Score: -4104833.250000 Penalty: 1053.377808
	Iteration 78Q: 3 clusters Score -4104833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 103703 members 
Entering Unmasked Estep 
Score: -4104832.000000 Penalty: 1053.377808
	Iteration 79Q: 3 clusters Score -4104832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 103734 members 
Entering Unmasked Estep 
Score: -4104835.500000 Penalty: 1053.377808
	Iteration 80F: 3 clusters Score -4104836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 103759 members 
Entering Unmasked Estep 
Score: -4104844.500000 Penalty: 1053.377808
	Iteration 81Q: 3 clusters Score -4104844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 103780 members 
Entering Unmasked Estep 
Score: -4104845.250000 Penalty: 1053.377808
	Iteration 82Q: 3 clusters Score -4104845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 103796 members 
Entering Unmasked Estep 
Score: -4104850.250000 Penalty: 1053.377808
	Iteration 83Q: 3 clusters Score -4104850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 103810 members 
Entering Unmasked Estep 
Score: -4104849.250000 Penalty: 1053.377808
	Iteration 84Q: 3 clusters Score -4104849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 103826 members 
Entering Unmasked Estep 
Score: -4104845.500000 Penalty: 1053.377808
	Iteration 85Q: 3 clusters Score -4104846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 103841 members 
Entering Unmasked Estep 
Score: -4104849.500000 Penalty: 1053.377808
	Iteration 86Q: 3 clusters Score -4104850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 103859 members 
Entering Unmasked Estep 
Score: -4104844.000000 Penalty: 1053.377808
	Iteration 87Q: 3 clusters Score -4104844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 103882 members 
Entering Unmasked Estep 
Score: -4104843.000000 Penalty: 1053.377808
	Iteration 88Q: 3 clusters Score -4104843 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 103903 members 
Entering Unmasked Estep 
Score: -4104850.500000 Penalty: 1053.377808
	Iteration 89Q: 3 clusters Score -4104850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 103921 members 
Entering Unmasked Estep 
Score: -4104850.500000 Penalty: 1053.377808
	Iteration 90Q: 3 clusters Score -4104850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 103940 members 
Entering Unmasked Estep 
Score: -4104847.250000 Penalty: 1053.377808
	Iteration 91Q: 3 clusters Score -4104847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 103958 members 
Entering Unmasked Estep 
Score: -4104852.500000 Penalty: 1053.377808
	Iteration 92Q: 3 clusters Score -4104852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 103982 members 
Entering Unmasked Estep 
Score: -4104853.250000 Penalty: 1053.377808
	Iteration 93Q: 3 clusters Score -4104853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 104000 members 
Entering Unmasked Estep 
Score: -4104860.000000 Penalty: 1053.377808
	Iteration 94Q: 3 clusters Score -4104860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 104009 members 
Entering Unmasked Estep 
Score: -4104859.750000 Penalty: 1053.377808
	Iteration 95Q: 3 clusters Score -4104860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 104019 members 
Entering Unmasked Estep 
Score: -4104860.750000 Penalty: 1053.377808
	Iteration 96Q: 3 clusters Score -4104861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 104027 members 
Entering Unmasked Estep 
Score: -4104861.750000 Penalty: 1053.377808
	Iteration 97Q: 3 clusters Score -4104862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 104037 members 
Entering Unmasked Estep 
Score: -4104863.750000 Penalty: 1053.377808
	Iteration 98Q: 3 clusters Score -4104864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 104044 members 
Entering Unmasked Estep 
Score: -4104862.750000 Penalty: 1053.377808
	Iteration 99Q: 3 clusters Score -4104863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 104048 members 
Entering Unmasked Estep 
Score: -4104863.750000 Penalty: 1053.377808
	Iteration 100F: 3 clusters Score -4104864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 104054 members 
Entering Unmasked Estep 
Score: -4104861.750000 Penalty: 1053.377808
	Iteration 101Q: 3 clusters Score -4104862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 104060 members 
Entering Unmasked Estep 
Score: -4104864.000000 Penalty: 1053.377808
	Iteration 102Q: 3 clusters Score -4104864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 104065 members 
Entering Unmasked Estep 
Score: -4104860.000000 Penalty: 1053.377808
	Iteration 103Q: 3 clusters Score -4104860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 104070 members 
Entering Unmasked Estep 
Score: -4104861.250000 Penalty: 1053.377808
	Iteration 104Q: 3 clusters Score -4104861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 104079 members 
Entering Unmasked Estep 
Score: -4104859.250000 Penalty: 1053.377808
	Iteration 105Q: 3 clusters Score -4104859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 104090 members 
Entering Unmasked Estep 
Score: -4104864.500000 Penalty: 1053.377808
	Iteration 106Q: 3 clusters Score -4104864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 104101 members 
Entering Unmasked Estep 
Score: -4104867.000000 Penalty: 1053.377808
	Iteration 107Q: 3 clusters Score -4104867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 104114 members 
Entering Unmasked Estep 
Score: -4104871.250000 Penalty: 1053.377808
	Iteration 108Q: 3 clusters Score -4104871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 104126 members 
Entering Unmasked Estep 
Score: -4104875.500000 Penalty: 1053.377808
	Iteration 109Q: 3 clusters Score -4104876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 104142 members 
Entering Unmasked Estep 
Score: -4104877.000000 Penalty: 1053.377808
	Iteration 110Q: 3 clusters Score -4104877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 104163 members 
Entering Unmasked Estep 
Score: -4104874.250000 Penalty: 1053.377808
	Iteration 111Q: 3 clusters Score -4104874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 104183 members 
Entering Unmasked Estep 
Score: -4104883.250000 Penalty: 1053.377808
	Iteration 112Q: 3 clusters Score -4104883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 104208 members 
Entering Unmasked Estep 
Score: -4104882.750000 Penalty: 1053.377808
	Iteration 113Q: 3 clusters Score -4104883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 104232 members 
Entering Unmasked Estep 
Score: -4104897.250000 Penalty: 1053.377808
	Iteration 114Q: 3 clusters Score -4104897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 104249 members 
Entering Unmasked Estep 
Score: -4104898.500000 Penalty: 1053.377808
	Iteration 115Q: 3 clusters Score -4104898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 104265 members 
Entering Unmasked Estep 
Score: -4104898.250000 Penalty: 1053.377808
	Iteration 116Q: 3 clusters Score -4104898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 104280 members 
Entering Unmasked Estep 
Score: -4104891.500000 Penalty: 1053.377808
	Iteration 117Q: 3 clusters Score -4104892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 104301 members 
Entering Unmasked Estep 
Score: -4104898.500000 Penalty: 1053.377808
	Iteration 118Q: 3 clusters Score -4104898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 104320 members 
Entering Unmasked Estep 
Score: -4104906.000000 Penalty: 1053.377808
	Iteration 119Q: 3 clusters Score -4104906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 104339 members 
Entering Unmasked Estep 
Score: -4104916.000000 Penalty: 1053.377808
	Iteration 120F: 3 clusters Score -4104916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 104352 members 
Entering Unmasked Estep 
Score: -4104913.750000 Penalty: 1053.377808
	Iteration 121Q: 3 clusters Score -4104914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 104359 members 
Entering Unmasked Estep 
Score: -4104918.750000 Penalty: 1053.377808
	Iteration 122Q: 3 clusters Score -4104919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 104368 members 
Entering Unmasked Estep 
Score: -4104919.250000 Penalty: 1053.377808
	Iteration 123Q: 3 clusters Score -4104919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 104375 members 
Entering Unmasked Estep 
Score: -4104911.250000 Penalty: 1053.377808
	Iteration 124Q: 3 clusters Score -4104911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 104381 members 
Entering Unmasked Estep 
Score: -4104917.250000 Penalty: 1053.377808
	Iteration 125Q: 3 clusters Score -4104917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 104387 members 
Entering Unmasked Estep 
Score: -4104914.750000 Penalty: 1053.377808
	Iteration 126Q: 3 clusters Score -4104915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 104390 members 
Entering Unmasked Estep 
Score: -4104917.250000 Penalty: 1053.377808
	Iteration 127Q: 3 clusters Score -4104917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 104394 members 
Entering Unmasked Estep 
Score: -4104918.750000 Penalty: 1053.377808
	Iteration 128Q: 3 clusters Score -4104919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 104396 members 
Entering Unmasked Estep 
Score: -4104917.750000 Penalty: 1053.377808
	Iteration 129Q: 3 clusters Score -4104918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 104401 members 
Entering Unmasked Estep 
Score: -4104917.750000 Penalty: 1053.377808
	Iteration 130Q: 3 clusters Score -4104918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 104406 members 
Entering Unmasked Estep 
Score: -4104918.500000 Penalty: 1053.377808
	Iteration 131Q: 3 clusters Score -4104918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 104416 members 
Entering Unmasked Estep 
Score: -4104919.750000 Penalty: 1053.377808
	Iteration 132Q: 3 clusters Score -4104920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 104422 members 
Entering Unmasked Estep 
Score: -4104918.250000 Penalty: 1053.377808
	Iteration 133Q: 3 clusters Score -4104918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 104423 members 
Entering Unmasked Estep 
Score: -4104918.750000 Penalty: 1053.377808
	Iteration 134Q: 3 clusters Score -4104919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 104424 members 
Entering Unmasked Estep 
Score: -4104922.000000 Penalty: 1053.377808
	Iteration 135Q: 3 clusters Score -4104922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 104427 members 
Entering Unmasked Estep 
Score: -4104922.250000 Penalty: 1053.377808
	Iteration 136Q: 3 clusters Score -4104922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 104431 members 
Entering Unmasked Estep 
Score: -4104922.000000 Penalty: 1053.377808
	Iteration 137Q: 3 clusters Score -4104922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 104438 members 
Entering Unmasked Estep 
Score: -4104919.250000 Penalty: 1053.377808
	Iteration 138Q: 3 clusters Score -4104919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 104443 members 
Entering Unmasked Estep 
Score: -4104924.000000 Penalty: 1053.377808
	Iteration 139Q: 3 clusters Score -4104924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 104451 members 
Entering Unmasked Estep 
Score: -4104922.250000 Penalty: 1053.377808
	Iteration 140F: 3 clusters Score -4104922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 104462 members 
Entering Unmasked Estep 
Score: -4104921.500000 Penalty: 1053.377808
	Iteration 141Q: 3 clusters Score -4104922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 104471 members 
Entering Unmasked Estep 
Score: -4104914.500000 Penalty: 1053.377808
	Iteration 142Q: 3 clusters Score -4104914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 104479 members 
Entering Unmasked Estep 
Score: -4104914.500000 Penalty: 1053.377808
	Iteration 143Q: 3 clusters Score -4104914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 104491 members 
Entering Unmasked Estep 
Score: -4104915.500000 Penalty: 1053.377808
	Iteration 144Q: 3 clusters Score -4104916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 104503 members 
Entering Unmasked Estep 
Score: -4104912.250000 Penalty: 1053.377808
	Iteration 145Q: 3 clusters Score -4104912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 104514 members 
Entering Unmasked Estep 
Score: -4104912.500000 Penalty: 1053.377808
	Iteration 146Q: 3 clusters Score -4104912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 104520 members 
Entering Unmasked Estep 
Score: -4104919.000000 Penalty: 1053.377808
	Iteration 147Q: 3 clusters Score -4104919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 104528 members 
Entering Unmasked Estep 
Score: -4104918.500000 Penalty: 1053.377808
	Iteration 148Q: 3 clusters Score -4104918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 104537 members 
Entering Unmasked Estep 
Score: -4104921.000000 Penalty: 1053.377808
	Iteration 149Q: 3 clusters Score -4104921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 104544 members 
Entering Unmasked Estep 
Score: -4104915.500000 Penalty: 1053.377808
	Iteration 150Q: 3 clusters Score -4104916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 104554 members 
Entering Unmasked Estep 
Score: -4104915.750000 Penalty: 1053.377808
	Iteration 151Q: 3 clusters Score -4104916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 104558 members 
Entering Unmasked Estep 
Score: -4104914.000000 Penalty: 1053.377808
	Iteration 152Q: 3 clusters Score -4104914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 104564 members 
Entering Unmasked Estep 
Score: -4104919.750000 Penalty: 1053.377808
	Iteration 153Q: 3 clusters Score -4104920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 104567 members 
Entering Unmasked Estep 
Score: -4104922.500000 Penalty: 1053.377808
	Iteration 154Q: 3 clusters Score -4104922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 104569 members 
Entering Unmasked Estep 
Score: -4104924.250000 Penalty: 1053.377808
	Iteration 155Q: 3 clusters Score -4104924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 104568 members 
Entering Unmasked Estep 
Score: -4104924.250000 Penalty: 1053.377808
	Iteration 156Q: 3 clusters Score -4104924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 104568 members 
Entering Unmasked Estep 
Score: -4104924.250000 Penalty: 1053.377808
	Iteration 157F: 3 clusters Score -4104924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Entering Unmasked Estep 
Score: -114160.109375 Penalty: 366.596252
	Iteration 0F: 2 clusters Score -114160.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -112003.609375 Penalty: 733.192505
	Iteration 0F: 3 clusters Score -112003.6 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -112703.281250 Penalty: 733.192505
	Iteration 1F: 3 clusters Score -112703.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -112783.179688 Penalty: 733.192505
	Iteration 2F: 3 clusters Score -112783.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -112843.742188 Penalty: 733.192505
	Iteration 3Q: 3 clusters Score -112843.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -112901.507812 Penalty: 733.192505
	Iteration 4Q: 3 clusters Score -112901.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -112975.085938 Penalty: 733.192505
	Iteration 5Q: 3 clusters Score -112975.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -113060.828125 Penalty: 733.192505
	Iteration 6F: 3 clusters Score -113060.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -113135.789062 Penalty: 733.192505
	Iteration 7Q: 3 clusters Score -113135.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -113234.382812 Penalty: 733.192505
	Iteration 8F: 3 clusters Score -113234.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -113346.093750 Penalty: 733.192505
	Iteration 9F: 3 clusters Score -113346.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -113437.921875 Penalty: 733.192505
	Iteration 10Q: 3 clusters Score -113437.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -113530.828125 Penalty: 733.192505
	Iteration 11Q: 3 clusters Score -113530.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -113608.039062 Penalty: 733.192505
	Iteration 12Q: 3 clusters Score -113608 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -113672.187500 Penalty: 733.192505
	Iteration 13Q: 3 clusters Score -113672.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -113706.664062 Penalty: 733.192505
	Iteration 14Q: 3 clusters Score -113706.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -113731.320312 Penalty: 733.192505
	Iteration 15Q: 3 clusters Score -113731.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -113751.976562 Penalty: 733.192505
	Iteration 16Q: 3 clusters Score -113752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -113776.468750 Penalty: 733.192505
	Iteration 17Q: 3 clusters Score -113776.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -113790.843750 Penalty: 733.192505
	Iteration 18Q: 3 clusters Score -113790.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -113802.351562 Penalty: 733.192505
	Iteration 19Q: 3 clusters Score -113802.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -113811.859375 Penalty: 733.192505
	Iteration 20F: 3 clusters Score -113811.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -113826.351562 Penalty: 733.192505
	Iteration 21Q: 3 clusters Score -113826.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -113840.484375 Penalty: 733.192505
	Iteration 22Q: 3 clusters Score -113840.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -113849.226562 Penalty: 733.192505
	Iteration 23Q: 3 clusters Score -113849.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -113854.953125 Penalty: 733.192505
	Iteration 24Q: 3 clusters Score -113855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -113856.843750 Penalty: 733.192505
	Iteration 25Q: 3 clusters Score -113856.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -113858.359375 Penalty: 733.192505
	Iteration 26Q: 3 clusters Score -113858.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -113859.640625 Penalty: 733.192505
	Iteration 27Q: 3 clusters Score -113859.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -113860.500000 Penalty: 733.192505
	Iteration 28Q: 3 clusters Score -113860.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -113860.500000 Penalty: 733.192505
	Iteration 29F: 3 clusters Score -113860.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Entering Unmasked Estep 
Score: -21215.398438 Penalty: 300.908997
	Iteration 0F: 2 clusters Score -21215.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -20584.498047 Penalty: 601.817993
	Iteration 0F: 3 clusters Score -20584.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -20828.126953 Penalty: 601.817993
	Iteration 1F: 3 clusters Score -20828.13 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -20908.585938 Penalty: 601.817993
	Iteration 2F: 3 clusters Score -20908.59 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -21008.882812 Penalty: 601.817993
	Iteration 3F: 3 clusters Score -21008.88 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -21090.751953 Penalty: 601.817993
	Iteration 4F: 3 clusters Score -21090.75 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -21164.289062 Penalty: 601.817993
	Iteration 5F: 3 clusters Score -21164.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -21218.957031 Penalty: 601.817993
	Iteration 6F: 3 clusters Score -21218.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21251.503906 Penalty: 601.817993
	Iteration 7Q: 3 clusters Score -21251.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21271.609375 Penalty: 601.817993
	Iteration 8Q: 3 clusters Score -21271.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21287.892578 Penalty: 601.817993
	Iteration 9Q: 3 clusters Score -21287.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21296.207031 Penalty: 601.817993
	Iteration 10Q: 3 clusters Score -21296.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21298.851562 Penalty: 601.817993
	Iteration 11Q: 3 clusters Score -21298.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -21299.253906 Penalty: 601.817993
	Iteration 12Q: 3 clusters Score -21299.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21300.773438 Penalty: 601.817993
	Iteration 13Q: 3 clusters Score -21300.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -21301.474609 Penalty: 601.817993
	Iteration 14Q: 3 clusters Score -21301.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21301.759766 Penalty: 601.817993
	Iteration 15Q: 3 clusters Score -21301.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21301.759766 Penalty: 601.817993
	Iteration 16F: 3 clusters Score -21301.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11838 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 10032 members 
Mstep: Class 6 contains 476374 members 
Mstep: Class 7 contains 13588 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 12727 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 12802 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 7251 members 
Mstep: Class 18 contains 5396 members 
Mstep: Class 19 contains 7772 members 
Mstep: Class 20 contains 3115 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 17319 members 
Mstep: Class 26 contains 106466 members 
Mstep: Class 27 contains 3156 members 
Mstep: Class 28 contains 503 members 
Mstep: Class 29 contains 826 members 
Mstep: Class 30 contains 14084 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 4265 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 558842 members 
Mstep: Class 36 contains 714 members 
Mstep: Class 37 contains 6285 members 
Mstep: Class 38 contains 20694 members 
Mstep: Class 39 contains 3734 members 
Mstep: Class 40 contains 7585 members 
Mstep: Class 41 contains 1729 members 
Mstep: Class 42 contains 4078 members 
Mstep: Class 43 contains 1768 members 
Mstep: Class 44 contains 242 members 
Entering Unmasked Estep 
Score: -50378704.000000 Penalty: 28315.023438
Splitting cluster 28 changes total score from -50378980.000000 to -50378704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -28623.001953 Penalty: 305.605072
	Iteration 0F: 2 clusters Score -28623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -27938.820312 Penalty: 611.210144
	Iteration 0F: 3 clusters Score -27938.82 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -28120.062500 Penalty: 611.210144
	Iteration 1F: 3 clusters Score -28120.06 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -28146.281250 Penalty: 611.210144
	Iteration 2F: 3 clusters Score -28146.28 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -28166.816406 Penalty: 611.210144
	Iteration 3Q: 3 clusters Score -28166.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -28174.525391 Penalty: 611.210144
	Iteration 4Q: 3 clusters Score -28174.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -28180.558594 Penalty: 611.210144
	Iteration 5Q: 3 clusters Score -28180.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -28186.957031 Penalty: 611.210144
	Iteration 6Q: 3 clusters Score -28186.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -28193.498047 Penalty: 611.210144
	Iteration 7Q: 3 clusters Score -28193.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -28202.337891 Penalty: 611.210144
	Iteration 8Q: 3 clusters Score -28202.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -28220.117188 Penalty: 611.210144
	Iteration 9Q: 3 clusters Score -28220.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -28243.064453 Penalty: 611.210144
	Iteration 10Q: 3 clusters Score -28243.06 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -28262.917969 Penalty: 611.210144
	Iteration 11Q: 3 clusters Score -28262.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -28285.023438 Penalty: 611.210144
	Iteration 12Q: 3 clusters Score -28285.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -28311.046875 Penalty: 611.210144
	Iteration 13Q: 3 clusters Score -28311.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -28322.207031 Penalty: 611.210144
	Iteration 14Q: 3 clusters Score -28322.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -28329.861328 Penalty: 611.210144
	Iteration 15Q: 3 clusters Score -28329.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -28338.373047 Penalty: 611.210144
	Iteration 16Q: 3 clusters Score -28338.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28348.255859 Penalty: 611.210144
	Iteration 17Q: 3 clusters Score -28348.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -28361.144531 Penalty: 611.210144
	Iteration 18Q: 3 clusters Score -28361.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28368.101562 Penalty: 611.210144
	Iteration 19Q: 3 clusters Score -28368.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -28371.646484 Penalty: 611.210144
	Iteration 20F: 3 clusters Score -28371.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28372.880859 Penalty: 611.210144
	Iteration 21Q: 3 clusters Score -28372.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28373.912109 Penalty: 611.210144
	Iteration 22Q: 3 clusters Score -28373.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28374.392578 Penalty: 611.210144
	Iteration 23Q: 3 clusters Score -28374.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28374.578125 Penalty: 611.210144
	Iteration 24Q: 3 clusters Score -28374.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28374.578125 Penalty: 611.210144
	Iteration 25F: 3 clusters Score -28374.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Entering Unmasked Estep 
Score: -515963.156250 Penalty: 434.652161
	Iteration 0F: 2 clusters Score -515963.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -506691.875000 Penalty: 869.304321
	Iteration 0F: 3 clusters Score -506691.9 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -510920.156250 Penalty: 869.304321
	Iteration 1F: 3 clusters Score -510920.2 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -511612.968750 Penalty: 869.304321
	Iteration 2F: 3 clusters Score -511613 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -512492.781250 Penalty: 869.304321
	Iteration 3F: 3 clusters Score -512492.8 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -513350.375000 Penalty: 869.304321
	Iteration 4F: 3 clusters Score -513350.4 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -514012.156250 Penalty: 869.304321
	Iteration 5F: 3 clusters Score -514012.2 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -514450.093750 Penalty: 869.304321
	Iteration 6F: 3 clusters Score -514450.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -514729.875000 Penalty: 869.304321
	Iteration 7Q: 3 clusters Score -514729.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -514984.406250 Penalty: 869.304321
	Iteration 8Q: 3 clusters Score -514984.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -515199.812500 Penalty: 869.304321
	Iteration 9Q: 3 clusters Score -515199.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -515356.812500 Penalty: 869.304321
	Iteration 10Q: 3 clusters Score -515356.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -515459.343750 Penalty: 869.304321
	Iteration 11Q: 3 clusters Score -515459.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -515536.250000 Penalty: 869.304321
	Iteration 12Q: 3 clusters Score -515536.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -515607.343750 Penalty: 869.304321
	Iteration 13Q: 3 clusters Score -515607.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -515650.531250 Penalty: 869.304321
	Iteration 14Q: 3 clusters Score -515650.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -515682.625000 Penalty: 869.304321
	Iteration 15Q: 3 clusters Score -515682.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -515720.625000 Penalty: 869.304321
	Iteration 16Q: 3 clusters Score -515720.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -515749.343750 Penalty: 869.304321
	Iteration 17Q: 3 clusters Score -515749.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -515772.281250 Penalty: 869.304321
	Iteration 18Q: 3 clusters Score -515772.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -515796.687500 Penalty: 869.304321
	Iteration 19Q: 3 clusters Score -515796.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -515810.218750 Penalty: 869.304321
	Iteration 20F: 3 clusters Score -515810.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -515818.031250 Penalty: 869.304321
	Iteration 21Q: 3 clusters Score -515818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -515828.250000 Penalty: 869.304321
	Iteration 22Q: 3 clusters Score -515828.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -515840.625000 Penalty: 869.304321
	Iteration 23Q: 3 clusters Score -515840.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -515848.906250 Penalty: 869.304321
	Iteration 24Q: 3 clusters Score -515848.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -515855.875000 Penalty: 869.304321
	Iteration 25Q: 3 clusters Score -515855.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -515861.625000 Penalty: 869.304321
	Iteration 26Q: 3 clusters Score -515861.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -515865.343750 Penalty: 869.304321
	Iteration 27Q: 3 clusters Score -515865.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -515870.250000 Penalty: 869.304321
	Iteration 28Q: 3 clusters Score -515870.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -515872.375000 Penalty: 869.304321
	Iteration 29Q: 3 clusters Score -515872.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -515875.562500 Penalty: 869.304321
	Iteration 30Q: 3 clusters Score -515875.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -515876.750000 Penalty: 869.304321
	Iteration 31Q: 3 clusters Score -515876.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -515878.625000 Penalty: 869.304321
	Iteration 32Q: 3 clusters Score -515878.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -515882.281250 Penalty: 869.304321
	Iteration 33Q: 3 clusters Score -515882.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -515884.875000 Penalty: 869.304321
	Iteration 34Q: 3 clusters Score -515884.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -515884.937500 Penalty: 869.304321
	Iteration 35Q: 3 clusters Score -515884.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -515887.937500 Penalty: 869.304321
	Iteration 36Q: 3 clusters Score -515887.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -515889.375000 Penalty: 869.304321
	Iteration 37Q: 3 clusters Score -515889.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -515891.281250 Penalty: 869.304321
	Iteration 38Q: 3 clusters Score -515891.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -515893.218750 Penalty: 869.304321
	Iteration 39Q: 3 clusters Score -515893.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -515894.218750 Penalty: 869.304321
	Iteration 40F: 3 clusters Score -515894.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -515895.937500 Penalty: 869.304321
	Iteration 41Q: 3 clusters Score -515895.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -515896.000000 Penalty: 869.304321
	Iteration 42Q: 3 clusters Score -515896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -515896.843750 Penalty: 869.304321
	Iteration 43Q: 3 clusters Score -515896.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -515896.937500 Penalty: 869.304321
	Iteration 44Q: 3 clusters Score -515896.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -515896.875000 Penalty: 869.304321
	Iteration 45Q: 3 clusters Score -515896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -515896.437500 Penalty: 869.304321
	Iteration 46Q: 3 clusters Score -515896.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -515896.281250 Penalty: 869.304321
	Iteration 47Q: 3 clusters Score -515896.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -515896.343750 Penalty: 869.304321
	Iteration 48Q: 3 clusters Score -515896.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -515897.156250 Penalty: 869.304321
	Iteration 49Q: 3 clusters Score -515897.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -515897.656250 Penalty: 869.304321
	Iteration 50Q: 3 clusters Score -515897.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -515897.093750 Penalty: 869.304321
	Iteration 51Q: 3 clusters Score -515897.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -515897.093750 Penalty: 869.304321
	Iteration 52Q: 3 clusters Score -515897.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -515897.468750 Penalty: 869.304321
	Iteration 53Q: 3 clusters Score -515897.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -515896.875000 Penalty: 869.304321
	Iteration 54Q: 3 clusters Score -515896.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -515897.875000 Penalty: 869.304321
	Iteration 55Q: 3 clusters Score -515897.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -515897.875000 Penalty: 869.304321
	Iteration 56F: 3 clusters Score -515897.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -15423.253906 Penalty: 282.123169
	Iteration 0F: 2 clusters Score -15423.25 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 226 members 
Entering Unmasked Estep 
Score: -14967.508789 Penalty: 564.246338
	Iteration 0F: 3 clusters Score -14967.51 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -15093.345703 Penalty: 564.246338
	Iteration 1F: 3 clusters Score -15093.35 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -15127.415039 Penalty: 564.246338
	Iteration 2F: 3 clusters Score -15127.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -15145.439453 Penalty: 564.246338
	Iteration 3Q: 3 clusters Score -15145.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15154.171875 Penalty: 564.246338
	Iteration 4Q: 3 clusters Score -15154.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -15169.004883 Penalty: 564.246338
	Iteration 5Q: 3 clusters Score -15169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -15177.702148 Penalty: 564.246338
	Iteration 6Q: 3 clusters Score -15177.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -15182.632812 Penalty: 564.246338
	Iteration 7Q: 3 clusters Score -15182.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -15188.583984 Penalty: 564.246338
	Iteration 8Q: 3 clusters Score -15188.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -15197.700195 Penalty: 564.246338
	Iteration 9Q: 3 clusters Score -15197.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -15204.041016 Penalty: 564.246338
	Iteration 10Q: 3 clusters Score -15204.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -15210.887695 Penalty: 564.246338
	Iteration 11Q: 3 clusters Score -15210.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -15213.461914 Penalty: 564.246338
	Iteration 12Q: 3 clusters Score -15213.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -15214.106445 Penalty: 564.246338
	Iteration 13Q: 3 clusters Score -15214.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -15214.470703 Penalty: 564.246338
	Iteration 14Q: 3 clusters Score -15214.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -15214.470703 Penalty: 564.246338
	Iteration 15F: 3 clusters Score -15214.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Entering Unmasked Estep 
Score: -158116.734375 Penalty: 380.297974
	Iteration 0F: 2 clusters Score -158116.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -155219.312500 Penalty: 760.595947
	Iteration 0F: 3 clusters Score -155219.3 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -156370.046875 Penalty: 760.595947
	Iteration 1F: 3 clusters Score -156370 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -156547.109375 Penalty: 760.595947
	Iteration 2F: 3 clusters Score -156547.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -156749.421875 Penalty: 760.595947
	Iteration 3F: 3 clusters Score -156749.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -156960.937500 Penalty: 760.595947
	Iteration 4F: 3 clusters Score -156960.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -157204.375000 Penalty: 760.595947
	Iteration 5F: 3 clusters Score -157204.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -157456.265625 Penalty: 760.595947
	Iteration 6F: 3 clusters Score -157456.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -157663.656250 Penalty: 760.595947
	Iteration 7F: 3 clusters Score -157663.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -157800.578125 Penalty: 760.595947
	Iteration 8Q: 3 clusters Score -157800.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -157910.343750 Penalty: 760.595947
	Iteration 9Q: 3 clusters Score -157910.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -157986.125000 Penalty: 760.595947
	Iteration 10Q: 3 clusters Score -157986.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -158030.890625 Penalty: 760.595947
	Iteration 11Q: 3 clusters Score -158030.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -158050.984375 Penalty: 760.595947
	Iteration 12Q: 3 clusters Score -158051 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -158062.718750 Penalty: 760.595947
	Iteration 13Q: 3 clusters Score -158062.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -158069.843750 Penalty: 760.595947
	Iteration 14Q: 3 clusters Score -158069.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -158075.625000 Penalty: 760.595947
	Iteration 15Q: 3 clusters Score -158075.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -158079.390625 Penalty: 760.595947
	Iteration 16Q: 3 clusters Score -158079.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -158083.687500 Penalty: 760.595947
	Iteration 17Q: 3 clusters Score -158083.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -158086.718750 Penalty: 760.595947
	Iteration 18Q: 3 clusters Score -158086.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -158089.265625 Penalty: 760.595947
	Iteration 19Q: 3 clusters Score -158089.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -158092.453125 Penalty: 760.595947
	Iteration 20F: 3 clusters Score -158092.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -158094.625000 Penalty: 760.595947
	Iteration 21Q: 3 clusters Score -158094.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -158096.609375 Penalty: 760.595947
	Iteration 22Q: 3 clusters Score -158096.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -158098.546875 Penalty: 760.595947
	Iteration 23Q: 3 clusters Score -158098.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -158100.171875 Penalty: 760.595947
	Iteration 24Q: 3 clusters Score -158100.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -158101.265625 Penalty: 760.595947
	Iteration 25Q: 3 clusters Score -158101.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -158102.140625 Penalty: 760.595947
	Iteration 26Q: 3 clusters Score -158102.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -158103.187500 Penalty: 760.595947
	Iteration 27Q: 3 clusters Score -158103.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -158104.187500 Penalty: 760.595947
	Iteration 28Q: 3 clusters Score -158104.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -158104.765625 Penalty: 760.595947
	Iteration 29Q: 3 clusters Score -158104.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -158105.078125 Penalty: 760.595947
	Iteration 30Q: 3 clusters Score -158105.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -158107.375000 Penalty: 760.595947
	Iteration 31Q: 3 clusters Score -158107.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -158107.531250 Penalty: 760.595947
	Iteration 32Q: 3 clusters Score -158107.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -158107.984375 Penalty: 760.595947
	Iteration 33Q: 3 clusters Score -158108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -158108.015625 Penalty: 760.595947
	Iteration 34Q: 3 clusters Score -158108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -158108.203125 Penalty: 760.595947
	Iteration 35Q: 3 clusters Score -158108.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -158108.203125 Penalty: 760.595947
	Iteration 36F: 3 clusters Score -158108.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Entering Unmasked Estep 
Score: -125180.859375 Penalty: 371.769196
	Iteration 0F: 2 clusters Score -125180.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -122751.210938 Penalty: 743.538391
	Iteration 0F: 3 clusters Score -122751.2 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -123698.437500 Penalty: 743.538391
	Iteration 1F: 3 clusters Score -123698.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -123850.210938 Penalty: 743.538391
	Iteration 2F: 3 clusters Score -123850.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -124001.664062 Penalty: 743.538391
	Iteration 3F: 3 clusters Score -124001.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -124146.054688 Penalty: 743.538391
	Iteration 4F: 3 clusters Score -124146.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -124251.046875 Penalty: 743.538391
	Iteration 5F: 3 clusters Score -124251 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -124319.468750 Penalty: 743.538391
	Iteration 6Q: 3 clusters Score -124319.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -124379.218750 Penalty: 743.538391
	Iteration 7Q: 3 clusters Score -124379.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -124445.492188 Penalty: 743.538391
	Iteration 8Q: 3 clusters Score -124445.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -124532.242188 Penalty: 743.538391
	Iteration 9Q: 3 clusters Score -124532.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -124606.039062 Penalty: 743.538391
	Iteration 10Q: 3 clusters Score -124606 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -124656.562500 Penalty: 743.538391
	Iteration 11Q: 3 clusters Score -124656.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -124704.539062 Penalty: 743.538391
	Iteration 12Q: 3 clusters Score -124704.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -124739.937500 Penalty: 743.538391
	Iteration 13Q: 3 clusters Score -124739.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -124775.234375 Penalty: 743.538391
	Iteration 14Q: 3 clusters Score -124775.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -124795.203125 Penalty: 743.538391
	Iteration 15Q: 3 clusters Score -124795.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -124806.687500 Penalty: 743.538391
	Iteration 16Q: 3 clusters Score -124806.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -124813.250000 Penalty: 743.538391
	Iteration 17Q: 3 clusters Score -124813.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -124817.179688 Penalty: 743.538391
	Iteration 18Q: 3 clusters Score -124817.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -124819.492188 Penalty: 743.538391
	Iteration 19Q: 3 clusters Score -124819.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -124821.687500 Penalty: 743.538391
	Iteration 20F: 3 clusters Score -124821.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -124823.867188 Penalty: 743.538391
	Iteration 21Q: 3 clusters Score -124823.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -124825.890625 Penalty: 743.538391
	Iteration 22Q: 3 clusters Score -124825.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -124831.437500 Penalty: 743.538391
	Iteration 23Q: 3 clusters Score -124831.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -124836.921875 Penalty: 743.538391
	Iteration 24Q: 3 clusters Score -124836.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -124839.500000 Penalty: 743.538391
	Iteration 25Q: 3 clusters Score -124839.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -124843.953125 Penalty: 743.538391
	Iteration 26Q: 3 clusters Score -124844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -124849.882812 Penalty: 743.538391
	Iteration 27Q: 3 clusters Score -124849.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -124856.687500 Penalty: 743.538391
	Iteration 28Q: 3 clusters Score -124856.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -124863.773438 Penalty: 743.538391
	Iteration 29Q: 3 clusters Score -124863.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -124877.156250 Penalty: 743.538391
	Iteration 30Q: 3 clusters Score -124877.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -124885.570312 Penalty: 743.538391
	Iteration 31Q: 3 clusters Score -124885.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -124892.664062 Penalty: 743.538391
	Iteration 32Q: 3 clusters Score -124892.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -124898.765625 Penalty: 743.538391
	Iteration 33Q: 3 clusters Score -124898.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -124906.796875 Penalty: 743.538391
	Iteration 34Q: 3 clusters Score -124906.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -124910.515625 Penalty: 743.538391
	Iteration 35Q: 3 clusters Score -124910.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -124912.687500 Penalty: 743.538391
	Iteration 36Q: 3 clusters Score -124912.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -124913.484375 Penalty: 743.538391
	Iteration 37Q: 3 clusters Score -124913.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -124914.585938 Penalty: 743.538391
	Iteration 38Q: 3 clusters Score -124914.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -124915.320312 Penalty: 743.538391
	Iteration 39Q: 3 clusters Score -124915.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -124915.984375 Penalty: 743.538391
	Iteration 40F: 3 clusters Score -124916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -124916.203125 Penalty: 743.538391
	Iteration 41Q: 3 clusters Score -124916.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -124917.148438 Penalty: 743.538391
	Iteration 42Q: 3 clusters Score -124917.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -124917.296875 Penalty: 743.538391
	Iteration 43Q: 3 clusters Score -124917.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -124917.921875 Penalty: 743.538391
	Iteration 44Q: 3 clusters Score -124917.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -124919.296875 Penalty: 743.538391
	Iteration 45Q: 3 clusters Score -124919.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -124920.203125 Penalty: 743.538391
	Iteration 46Q: 3 clusters Score -124920.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -124920.343750 Penalty: 743.538391
	Iteration 47Q: 3 clusters Score -124920.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -124921.117188 Penalty: 743.538391
	Iteration 48Q: 3 clusters Score -124921.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -124921.945312 Penalty: 743.538391
	Iteration 49Q: 3 clusters Score -124921.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -124923.273438 Penalty: 743.538391
	Iteration 50Q: 3 clusters Score -124923.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -124924.476562 Penalty: 743.538391
	Iteration 51Q: 3 clusters Score -124924.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -124926.757812 Penalty: 743.538391
	Iteration 52Q: 3 clusters Score -124926.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -124929.710938 Penalty: 743.538391
	Iteration 53Q: 3 clusters Score -124929.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -124932.976562 Penalty: 743.538391
	Iteration 54Q: 3 clusters Score -124933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -124934.023438 Penalty: 743.538391
	Iteration 55Q: 3 clusters Score -124934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -124934.929688 Penalty: 743.538391
	Iteration 56Q: 3 clusters Score -124934.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -124934.804688 Penalty: 743.538391
	Iteration 57Q: 3 clusters Score -124934.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -124935.195312 Penalty: 743.538391
	Iteration 58Q: 3 clusters Score -124935.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -124935.492188 Penalty: 743.538391
	Iteration 59Q: 3 clusters Score -124935.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -124935.492188 Penalty: 743.538391
	Iteration 60F: 3 clusters Score -124935.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Entering Unmasked Estep 
Score: -252300.296875 Penalty: 404.243469
	Iteration 0F: 2 clusters Score -252300.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -247453.140625 Penalty: 808.486938
	Iteration 0F: 3 clusters Score -247453.1 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -249611.546875 Penalty: 808.486938
	Iteration 1F: 3 clusters Score -249611.5 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -249952.734375 Penalty: 808.486938
	Iteration 2F: 3 clusters Score -249952.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -250348.890625 Penalty: 808.486938
	Iteration 3F: 3 clusters Score -250348.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -250712.656250 Penalty: 808.486938
	Iteration 4F: 3 clusters Score -250712.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -250955.453125 Penalty: 808.486938
	Iteration 5F: 3 clusters Score -250955.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -251100.890625 Penalty: 808.486938
	Iteration 6Q: 3 clusters Score -251100.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -251173.703125 Penalty: 808.486938
	Iteration 7Q: 3 clusters Score -251173.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -251211.078125 Penalty: 808.486938
	Iteration 8Q: 3 clusters Score -251211.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -251239.296875 Penalty: 808.486938
	Iteration 9Q: 3 clusters Score -251239.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -251260.390625 Penalty: 808.486938
	Iteration 10Q: 3 clusters Score -251260.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -251282.828125 Penalty: 808.486938
	Iteration 11Q: 3 clusters Score -251282.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -251298.281250 Penalty: 808.486938
	Iteration 12Q: 3 clusters Score -251298.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -251307.765625 Penalty: 808.486938
	Iteration 13Q: 3 clusters Score -251307.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -251317.765625 Penalty: 808.486938
	Iteration 14Q: 3 clusters Score -251317.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -251329.187500 Penalty: 808.486938
	Iteration 15Q: 3 clusters Score -251329.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -251339.421875 Penalty: 808.486938
	Iteration 16Q: 3 clusters Score -251339.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -251348.625000 Penalty: 808.486938
	Iteration 17Q: 3 clusters Score -251348.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -251358.562500 Penalty: 808.486938
	Iteration 18Q: 3 clusters Score -251358.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -251368.296875 Penalty: 808.486938
	Iteration 19Q: 3 clusters Score -251368.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -251378.765625 Penalty: 808.486938
	Iteration 20F: 3 clusters Score -251378.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -251394.062500 Penalty: 808.486938
	Iteration 21Q: 3 clusters Score -251394.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -251409.875000 Penalty: 808.486938
	Iteration 22Q: 3 clusters Score -251409.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -251421.781250 Penalty: 808.486938
	Iteration 23Q: 3 clusters Score -251421.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -251432.359375 Penalty: 808.486938
	Iteration 24Q: 3 clusters Score -251432.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -251443.265625 Penalty: 808.486938
	Iteration 25Q: 3 clusters Score -251443.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -251459.578125 Penalty: 808.486938
	Iteration 26Q: 3 clusters Score -251459.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -251478.390625 Penalty: 808.486938
	Iteration 27Q: 3 clusters Score -251478.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -251499.281250 Penalty: 808.486938
	Iteration 28Q: 3 clusters Score -251499.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -251519.609375 Penalty: 808.486938
	Iteration 29Q: 3 clusters Score -251519.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -251538.281250 Penalty: 808.486938
	Iteration 30Q: 3 clusters Score -251538.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -251562.593750 Penalty: 808.486938
	Iteration 31Q: 3 clusters Score -251562.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -251585.703125 Penalty: 808.486938
	Iteration 32Q: 3 clusters Score -251585.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -251603.531250 Penalty: 808.486938
	Iteration 33Q: 3 clusters Score -251603.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -251622.281250 Penalty: 808.486938
	Iteration 34Q: 3 clusters Score -251622.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -251636.031250 Penalty: 808.486938
	Iteration 35Q: 3 clusters Score -251636 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -251647.375000 Penalty: 808.486938
	Iteration 36Q: 3 clusters Score -251647.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -251658.468750 Penalty: 808.486938
	Iteration 37Q: 3 clusters Score -251658.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -251668.687500 Penalty: 808.486938
	Iteration 38Q: 3 clusters Score -251668.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -251677.468750 Penalty: 808.486938
	Iteration 39Q: 3 clusters Score -251677.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -251686.468750 Penalty: 808.486938
	Iteration 40F: 3 clusters Score -251686.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -251694.312500 Penalty: 808.486938
	Iteration 41Q: 3 clusters Score -251694.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -251701.187500 Penalty: 808.486938
	Iteration 42Q: 3 clusters Score -251701.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -251707.000000 Penalty: 808.486938
	Iteration 43Q: 3 clusters Score -251707 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -251717.359375 Penalty: 808.486938
	Iteration 44Q: 3 clusters Score -251717.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -251724.015625 Penalty: 808.486938
	Iteration 45Q: 3 clusters Score -251724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -251732.718750 Penalty: 808.486938
	Iteration 46Q: 3 clusters Score -251732.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -251738.359375 Penalty: 808.486938
	Iteration 47Q: 3 clusters Score -251738.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -251741.937500 Penalty: 808.486938
	Iteration 48Q: 3 clusters Score -251741.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -251745.921875 Penalty: 808.486938
	Iteration 49Q: 3 clusters Score -251745.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -251749.421875 Penalty: 808.486938
	Iteration 50Q: 3 clusters Score -251749.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -251751.406250 Penalty: 808.486938
	Iteration 51Q: 3 clusters Score -251751.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -251752.250000 Penalty: 808.486938
	Iteration 52Q: 3 clusters Score -251752.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -251753.765625 Penalty: 808.486938
	Iteration 53Q: 3 clusters Score -251753.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -251754.359375 Penalty: 808.486938
	Iteration 54Q: 3 clusters Score -251754.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -251754.468750 Penalty: 808.486938
	Iteration 55Q: 3 clusters Score -251754.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -251755.062500 Penalty: 808.486938
	Iteration 56Q: 3 clusters Score -251755.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -251755.890625 Penalty: 808.486938
	Iteration 57Q: 3 clusters Score -251755.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -251755.921875 Penalty: 808.486938
	Iteration 58Q: 3 clusters Score -251755.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -251757.156250 Penalty: 808.486938
	Iteration 59Q: 3 clusters Score -251757.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -251757.921875 Penalty: 808.486938
	Iteration 60F: 3 clusters Score -251757.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -251758.906250 Penalty: 808.486938
	Iteration 61Q: 3 clusters Score -251758.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -251759.609375 Penalty: 808.486938
	Iteration 62Q: 3 clusters Score -251759.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -251759.546875 Penalty: 808.486938
	Iteration 63Q: 3 clusters Score -251759.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -251760.437500 Penalty: 808.486938
	Iteration 64Q: 3 clusters Score -251760.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -251760.468750 Penalty: 808.486938
	Iteration 65Q: 3 clusters Score -251760.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -251761.109375 Penalty: 808.486938
	Iteration 66Q: 3 clusters Score -251761.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -251761.953125 Penalty: 808.486938
	Iteration 67Q: 3 clusters Score -251762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -251761.703125 Penalty: 808.486938
	Iteration 68Q: 3 clusters Score -251761.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -251763.281250 Penalty: 808.486938
	Iteration 69Q: 3 clusters Score -251763.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -251763.734375 Penalty: 808.486938
	Iteration 70Q: 3 clusters Score -251763.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -251764.468750 Penalty: 808.486938
	Iteration 71Q: 3 clusters Score -251764.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -251765.390625 Penalty: 808.486938
	Iteration 72Q: 3 clusters Score -251765.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -251766.203125 Penalty: 808.486938
	Iteration 73Q: 3 clusters Score -251766.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -251768.250000 Penalty: 808.486938
	Iteration 74Q: 3 clusters Score -251768.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -251768.609375 Penalty: 808.486938
	Iteration 75Q: 3 clusters Score -251768.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -251768.812500 Penalty: 808.486938
	Iteration 76Q: 3 clusters Score -251768.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -251769.171875 Penalty: 808.486938
	Iteration 77Q: 3 clusters Score -251769.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -251769.312500 Penalty: 808.486938
	Iteration 78Q: 3 clusters Score -251769.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -251769.312500 Penalty: 808.486938
	Iteration 79Q: 3 clusters Score -251769.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -251769.906250 Penalty: 808.486938
	Iteration 80F: 3 clusters Score -251769.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -251769.625000 Penalty: 808.486938
	Iteration 81Q: 3 clusters Score -251769.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -251770.671875 Penalty: 808.486938
	Iteration 82Q: 3 clusters Score -251770.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -251770.484375 Penalty: 808.486938
	Iteration 83Q: 3 clusters Score -251770.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -251771.046875 Penalty: 808.486938
	Iteration 84Q: 3 clusters Score -251771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -251771.593750 Penalty: 808.486938
	Iteration 85Q: 3 clusters Score -251771.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -251771.703125 Penalty: 808.486938
	Iteration 86Q: 3 clusters Score -251771.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -251771.453125 Penalty: 808.486938
	Iteration 87Q: 3 clusters Score -251771.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -251771.359375 Penalty: 808.486938
	Iteration 88Q: 3 clusters Score -251771.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -251771.734375 Penalty: 808.486938
	Iteration 89Q: 3 clusters Score -251771.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -251772.046875 Penalty: 808.486938
	Iteration 90Q: 3 clusters Score -251772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -251771.875000 Penalty: 808.486938
	Iteration 91Q: 3 clusters Score -251771.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -251771.984375 Penalty: 808.486938
	Iteration 92Q: 3 clusters Score -251772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -251772.031250 Penalty: 808.486938
	Iteration 93Q: 3 clusters Score -251772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -251772.062500 Penalty: 808.486938
	Iteration 94Q: 3 clusters Score -251772.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -251772.062500 Penalty: 808.486938
	Iteration 95Q: 3 clusters Score -251772.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -251772.968750 Penalty: 808.486938
	Iteration 96Q: 3 clusters Score -251773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -251772.453125 Penalty: 808.486938
	Iteration 97Q: 3 clusters Score -251772.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -251772.734375 Penalty: 808.486938
	Iteration 98Q: 3 clusters Score -251772.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -251773.296875 Penalty: 808.486938
	Iteration 99Q: 3 clusters Score -251773.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -251773.484375 Penalty: 808.486938
	Iteration 100F: 3 clusters Score -251773.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -251774.906250 Penalty: 808.486938
	Iteration 101Q: 3 clusters Score -251774.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -251774.468750 Penalty: 808.486938
	Iteration 102Q: 3 clusters Score -251774.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -251775.218750 Penalty: 808.486938
	Iteration 103Q: 3 clusters Score -251775.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -251775.500000 Penalty: 808.486938
	Iteration 104Q: 3 clusters Score -251775.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -251776.281250 Penalty: 808.486938
	Iteration 105Q: 3 clusters Score -251776.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -251776.359375 Penalty: 808.486938
	Iteration 106Q: 3 clusters Score -251776.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -251776.796875 Penalty: 808.486938
	Iteration 107Q: 3 clusters Score -251776.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -251777.031250 Penalty: 808.486938
	Iteration 108Q: 3 clusters Score -251777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -251777.453125 Penalty: 808.486938
	Iteration 109Q: 3 clusters Score -251777.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -251778.328125 Penalty: 808.486938
	Iteration 110Q: 3 clusters Score -251778.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -251778.812500 Penalty: 808.486938
	Iteration 111Q: 3 clusters Score -251778.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -251778.890625 Penalty: 808.486938
	Iteration 112Q: 3 clusters Score -251778.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -251779.031250 Penalty: 808.486938
	Iteration 113Q: 3 clusters Score -251779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -251779.093750 Penalty: 808.486938
	Iteration 114Q: 3 clusters Score -251779.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -251779.093750 Penalty: 808.486938
	Iteration 115Q: 3 clusters Score -251779.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -251778.671875 Penalty: 808.486938
	Iteration 116Q: 3 clusters Score -251778.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -251780.031250 Penalty: 808.486938
	Iteration 117Q: 3 clusters Score -251780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -251780.484375 Penalty: 808.486938
	Iteration 118Q: 3 clusters Score -251780.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -251780.203125 Penalty: 808.486938
	Iteration 119Q: 3 clusters Score -251780.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -251780.437500 Penalty: 808.486938
	Iteration 120F: 3 clusters Score -251780.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (558842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558842 members 
Entering Unmasked Estep 
Score: -21565376.000000 Penalty: 602.129761
	Iteration 0F: 2 clusters Score -2.156538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279420 members 
Mstep: Class 2 contains 279422 members 
Entering Unmasked Estep 
Score: -21213890.000000 Penalty: 1204.259521
	Iteration 0F: 3 clusters Score -2.121389e+07 nChanged 276633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295385 members 
Mstep: Class 2 contains 263457 members 
Entering Unmasked Estep 
Score: -21387438.000000 Penalty: 1204.259521
	Iteration 1F: 3 clusters Score -2.138744e+07 nChanged 23254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306821 members 
Mstep: Class 2 contains 252021 members 
Entering Unmasked Estep 
Score: -21395314.000000 Penalty: 1204.259521
	Iteration 2Q: 3 clusters Score -2.139531e+07 nChanged 28305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322902 members 
Mstep: Class 2 contains 235940 members 
Entering Unmasked Estep 
Score: -21406716.000000 Penalty: 1204.259521
	Iteration 3F: 3 clusters Score -2.140672e+07 nChanged 33191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344879 members 
Mstep: Class 2 contains 213963 members 
Entering Unmasked Estep 
Score: -21421882.000000 Penalty: 1204.259521
	Iteration 4F: 3 clusters Score -2.142188e+07 nChanged 36882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372545 members 
Mstep: Class 2 contains 186297 members 
Entering Unmasked Estep 
Score: -21439244.000000 Penalty: 1204.259521
	Iteration 5F: 3 clusters Score -2.143924e+07 nChanged 38470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403773 members 
Mstep: Class 2 contains 155069 members 
Entering Unmasked Estep 
Score: -21455570.000000 Penalty: 1204.259521
	Iteration 6F: 3 clusters Score -2.145557e+07 nChanged 36606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435413 members 
Mstep: Class 2 contains 123429 members 
Entering Unmasked Estep 
Score: -21470444.000000 Penalty: 1204.259521
	Iteration 7F: 3 clusters Score -2.147044e+07 nChanged 31057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464024 members 
Mstep: Class 2 contains 94818 members 
Entering Unmasked Estep 
Score: -21487776.000000 Penalty: 1204.259521
	Iteration 8F: 3 clusters Score -2.148778e+07 nChanged 25179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488063 members 
Mstep: Class 2 contains 70779 members 
Entering Unmasked Estep 
Score: -21508262.000000 Penalty: 1204.259521
	Iteration 9Q: 3 clusters Score -2.150826e+07 nChanged 18350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505325 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -21525228.000000 Penalty: 1204.259521
	Iteration 10Q: 3 clusters Score -2.152523e+07 nChanged 12436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514397 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -21537406.000000 Penalty: 1204.259521
	Iteration 11Q: 3 clusters Score -2.153741e+07 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518021 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -21543498.000000 Penalty: 1204.259521
	Iteration 12Q: 3 clusters Score -2.15435e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520613 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -21546448.000000 Penalty: 1204.259521
	Iteration 13Q: 3 clusters Score -2.154645e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523173 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -21548312.000000 Penalty: 1204.259521
	Iteration 14Q: 3 clusters Score -2.154831e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525563 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -21549586.000000 Penalty: 1204.259521
	Iteration 15Q: 3 clusters Score -2.154959e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527676 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -21550840.000000 Penalty: 1204.259521
	Iteration 16Q: 3 clusters Score -2.155084e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529618 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -21551860.000000 Penalty: 1204.259521
	Iteration 17Q: 3 clusters Score -2.155186e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531417 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -21552812.000000 Penalty: 1204.259521
	Iteration 18Q: 3 clusters Score -2.155281e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533066 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -21553814.000000 Penalty: 1204.259521
	Iteration 19Q: 3 clusters Score -2.155381e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534596 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -21554582.000000 Penalty: 1204.259521
	Iteration 20F: 3 clusters Score -2.155458e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535994 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -21555488.000000 Penalty: 1204.259521
	Iteration 21Q: 3 clusters Score -2.155549e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537238 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -21556054.000000 Penalty: 1204.259521
	Iteration 22Q: 3 clusters Score -2.155605e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538403 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -21556624.000000 Penalty: 1204.259521
	Iteration 23Q: 3 clusters Score -2.155662e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539510 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -21557158.000000 Penalty: 1204.259521
	Iteration 24Q: 3 clusters Score -2.155716e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540528 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -21557530.000000 Penalty: 1204.259521
	Iteration 25Q: 3 clusters Score -2.155753e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541481 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -21558000.000000 Penalty: 1204.259521
	Iteration 26Q: 3 clusters Score -2.1558e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542343 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -21558388.000000 Penalty: 1204.259521
	Iteration 27Q: 3 clusters Score -2.155839e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543216 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -21558678.000000 Penalty: 1204.259521
	Iteration 28Q: 3 clusters Score -2.155868e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544058 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -21559138.000000 Penalty: 1204.259521
	Iteration 29Q: 3 clusters Score -2.155914e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544867 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -21559476.000000 Penalty: 1204.259521
	Iteration 30Q: 3 clusters Score -2.155948e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545649 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -21559818.000000 Penalty: 1204.259521
	Iteration 31Q: 3 clusters Score -2.155982e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546377 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -21560178.000000 Penalty: 1204.259521
	Iteration 32Q: 3 clusters Score -2.156018e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547027 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -21560434.000000 Penalty: 1204.259521
	Iteration 33Q: 3 clusters Score -2.156043e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547687 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -21560674.000000 Penalty: 1204.259521
	Iteration 34Q: 3 clusters Score -2.156067e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548338 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -21560908.000000 Penalty: 1204.259521
	Iteration 35Q: 3 clusters Score -2.156091e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548950 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -21561088.000000 Penalty: 1204.259521
	Iteration 36Q: 3 clusters Score -2.156109e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549477 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -21561260.000000 Penalty: 1204.259521
	Iteration 37Q: 3 clusters Score -2.156126e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549963 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -21561474.000000 Penalty: 1204.259521
	Iteration 38Q: 3 clusters Score -2.156147e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550440 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -21561638.000000 Penalty: 1204.259521
	Iteration 39Q: 3 clusters Score -2.156164e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550867 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -21561762.000000 Penalty: 1204.259521
	Iteration 40F: 3 clusters Score -2.156176e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551312 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -21561966.000000 Penalty: 1204.259521
	Iteration 41Q: 3 clusters Score -2.156197e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551743 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -21562078.000000 Penalty: 1204.259521
	Iteration 42Q: 3 clusters Score -2.156208e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552132 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -21562140.000000 Penalty: 1204.259521
	Iteration 43Q: 3 clusters Score -2.156214e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552489 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -21562192.000000 Penalty: 1204.259521
	Iteration 44Q: 3 clusters Score -2.156219e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552820 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -21562300.000000 Penalty: 1204.259521
	Iteration 45Q: 3 clusters Score -2.15623e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553127 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -21562442.000000 Penalty: 1204.259521
	Iteration 46Q: 3 clusters Score -2.156244e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553410 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -21562552.000000 Penalty: 1204.259521
	Iteration 47Q: 3 clusters Score -2.156255e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553666 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -21562664.000000 Penalty: 1204.259521
	Iteration 48Q: 3 clusters Score -2.156266e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553927 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -21562778.000000 Penalty: 1204.259521
	Iteration 49Q: 3 clusters Score -2.156278e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554157 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -21562870.000000 Penalty: 1204.259521
	Iteration 50Q: 3 clusters Score -2.156287e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554370 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -21562976.000000 Penalty: 1204.259521
	Iteration 51Q: 3 clusters Score -2.156298e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554590 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -21563044.000000 Penalty: 1204.259521
	Iteration 52Q: 3 clusters Score -2.156304e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554782 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -21563116.000000 Penalty: 1204.259521
	Iteration 53Q: 3 clusters Score -2.156312e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554971 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -21563256.000000 Penalty: 1204.259521
	Iteration 54Q: 3 clusters Score -2.156326e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555152 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -21563326.000000 Penalty: 1204.259521
	Iteration 55Q: 3 clusters Score -2.156333e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555317 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -21563406.000000 Penalty: 1204.259521
	Iteration 56Q: 3 clusters Score -2.156341e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555468 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -21563482.000000 Penalty: 1204.259521
	Iteration 57Q: 3 clusters Score -2.156348e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555616 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -21563508.000000 Penalty: 1204.259521
	Iteration 58Q: 3 clusters Score -2.156351e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555734 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -21563542.000000 Penalty: 1204.259521
	Iteration 59Q: 3 clusters Score -2.156354e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555851 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -21563568.000000 Penalty: 1204.259521
	Iteration 60F: 3 clusters Score -2.156357e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555973 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -21563620.000000 Penalty: 1204.259521
	Iteration 61Q: 3 clusters Score -2.156362e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556097 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -21563678.000000 Penalty: 1204.259521
	Iteration 62Q: 3 clusters Score -2.156368e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556221 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -21563738.000000 Penalty: 1204.259521
	Iteration 63Q: 3 clusters Score -2.156374e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556342 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -21563742.000000 Penalty: 1204.259521
	Iteration 64Q: 3 clusters Score -2.156374e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556452 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -21563820.000000 Penalty: 1204.259521
	Iteration 65Q: 3 clusters Score -2.156382e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556561 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -21563872.000000 Penalty: 1204.259521
	Iteration 66Q: 3 clusters Score -2.156387e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556656 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -21563904.000000 Penalty: 1204.259521
	Iteration 67Q: 3 clusters Score -2.15639e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556749 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -21563950.000000 Penalty: 1204.259521
	Iteration 68Q: 3 clusters Score -2.156395e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556845 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -21563996.000000 Penalty: 1204.259521
	Iteration 69Q: 3 clusters Score -2.1564e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556923 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -21564018.000000 Penalty: 1204.259521
	Iteration 70Q: 3 clusters Score -2.156402e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556986 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -21564026.000000 Penalty: 1204.259521
	Iteration 71Q: 3 clusters Score -2.156403e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557043 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -21564082.000000 Penalty: 1204.259521
	Iteration 72Q: 3 clusters Score -2.156408e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557098 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -21564100.000000 Penalty: 1204.259521
	Iteration 73Q: 3 clusters Score -2.15641e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557152 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -21564114.000000 Penalty: 1204.259521
	Iteration 74Q: 3 clusters Score -2.156411e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557200 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -21564152.000000 Penalty: 1204.259521
	Iteration 75Q: 3 clusters Score -2.156415e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557256 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -21564198.000000 Penalty: 1204.259521
	Iteration 76Q: 3 clusters Score -2.15642e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557304 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -21564216.000000 Penalty: 1204.259521
	Iteration 77Q: 3 clusters Score -2.156422e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557347 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -21564212.000000 Penalty: 1204.259521
	Iteration 78Q: 3 clusters Score -2.156421e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557379 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -21564228.000000 Penalty: 1204.259521
	Iteration 79Q: 3 clusters Score -2.156423e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557404 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -21564234.000000 Penalty: 1204.259521
	Iteration 80F: 3 clusters Score -2.156423e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557426 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -21564256.000000 Penalty: 1204.259521
	Iteration 81Q: 3 clusters Score -2.156426e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557437 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -21564274.000000 Penalty: 1204.259521
	Iteration 82Q: 3 clusters Score -2.156427e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557445 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -21564274.000000 Penalty: 1204.259521
	Iteration 83Q: 3 clusters Score -2.156427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557455 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -21564264.000000 Penalty: 1204.259521
	Iteration 84Q: 3 clusters Score -2.156426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557463 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -21564286.000000 Penalty: 1204.259521
	Iteration 85Q: 3 clusters Score -2.156429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557471 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -21564276.000000 Penalty: 1204.259521
	Iteration 86Q: 3 clusters Score -2.156428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557483 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -21564282.000000 Penalty: 1204.259521
	Iteration 87Q: 3 clusters Score -2.156428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557494 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -21564286.000000 Penalty: 1204.259521
	Iteration 88Q: 3 clusters Score -2.156429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557502 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -21564284.000000 Penalty: 1204.259521
	Iteration 89Q: 3 clusters Score -2.156428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557513 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -21564276.000000 Penalty: 1204.259521
	Iteration 90Q: 3 clusters Score -2.156428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557525 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -21564278.000000 Penalty: 1204.259521
	Iteration 91Q: 3 clusters Score -2.156428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557534 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -21564296.000000 Penalty: 1204.259521
	Iteration 92Q: 3 clusters Score -2.15643e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557546 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -21564294.000000 Penalty: 1204.259521
	Iteration 93Q: 3 clusters Score -2.156429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557556 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -21564280.000000 Penalty: 1204.259521
	Iteration 94Q: 3 clusters Score -2.156428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557563 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -21564308.000000 Penalty: 1204.259521
	Iteration 95Q: 3 clusters Score -2.156431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557566 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -21564316.000000 Penalty: 1204.259521
	Iteration 96Q: 3 clusters Score -2.156432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557573 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -21564324.000000 Penalty: 1204.259521
	Iteration 97Q: 3 clusters Score -2.156432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557584 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -21564326.000000 Penalty: 1204.259521
	Iteration 98Q: 3 clusters Score -2.156433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557593 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -21564330.000000 Penalty: 1204.259521
	Iteration 99Q: 3 clusters Score -2.156433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557595 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -21564336.000000 Penalty: 1204.259521
	Iteration 100F: 3 clusters Score -2.156434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557598 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -21564334.000000 Penalty: 1204.259521
	Iteration 101Q: 3 clusters Score -2.156433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557606 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -21564338.000000 Penalty: 1204.259521
	Iteration 102Q: 3 clusters Score -2.156434e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557612 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -21564326.000000 Penalty: 1204.259521
	Iteration 103Q: 3 clusters Score -2.156433e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557626 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -21564330.000000 Penalty: 1204.259521
	Iteration 104Q: 3 clusters Score -2.156433e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557646 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -21564342.000000 Penalty: 1204.259521
	Iteration 105Q: 3 clusters Score -2.156434e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557657 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -21564330.000000 Penalty: 1204.259521
	Iteration 106Q: 3 clusters Score -2.156433e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557673 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -21564322.000000 Penalty: 1204.259521
	Iteration 107Q: 3 clusters Score -2.156432e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557699 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -21564352.000000 Penalty: 1204.259521
	Iteration 108Q: 3 clusters Score -2.156435e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557717 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -21564374.000000 Penalty: 1204.259521
	Iteration 109Q: 3 clusters Score -2.156437e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557729 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -21564356.000000 Penalty: 1204.259521
	Iteration 110Q: 3 clusters Score -2.156436e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557748 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -21564374.000000 Penalty: 1204.259521
	Iteration 111Q: 3 clusters Score -2.156437e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557761 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -21564390.000000 Penalty: 1204.259521
	Iteration 112Q: 3 clusters Score -2.156439e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557769 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -21564384.000000 Penalty: 1204.259521
	Iteration 113Q: 3 clusters Score -2.156438e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557777 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -21564398.000000 Penalty: 1204.259521
	Iteration 114Q: 3 clusters Score -2.15644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557784 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -21564392.000000 Penalty: 1204.259521
	Iteration 115Q: 3 clusters Score -2.156439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557790 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -21564392.000000 Penalty: 1204.259521
	Iteration 116Q: 3 clusters Score -2.156439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557794 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -21564390.000000 Penalty: 1204.259521
	Iteration 117Q: 3 clusters Score -2.156439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557799 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -21564392.000000 Penalty: 1204.259521
	Iteration 118Q: 3 clusters Score -2.156439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557805 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -21564404.000000 Penalty: 1204.259521
	Iteration 119Q: 3 clusters Score -2.15644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557812 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -21564422.000000 Penalty: 1204.259521
	Iteration 120F: 3 clusters Score -2.156442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557817 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -21564416.000000 Penalty: 1204.259521
	Iteration 121Q: 3 clusters Score -2.156442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557819 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -21564420.000000 Penalty: 1204.259521
	Iteration 122Q: 3 clusters Score -2.156442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557820 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -21564420.000000 Penalty: 1204.259521
	Iteration 123Q: 3 clusters Score -2.156442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557821 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -21564420.000000 Penalty: 1204.259521
	Iteration 124Q: 3 clusters Score -2.156442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557821 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -21564420.000000 Penalty: 1204.259521
	Iteration 125F: 3 clusters Score -2.156442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -26017.941406 Penalty: 298.975159
	Iteration 0F: 2 clusters Score -26017.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -25384.232422 Penalty: 597.950317
	Iteration 0F: 3 clusters Score -25384.23 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -25506.341797 Penalty: 597.950317
	Iteration 1F: 3 clusters Score -25506.34 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -25534.792969 Penalty: 597.950317
	Iteration 2F: 3 clusters Score -25534.79 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -25558.654297 Penalty: 597.950317
	Iteration 3F: 3 clusters Score -25558.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -25571.785156 Penalty: 597.950317
	Iteration 4Q: 3 clusters Score -25571.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -25580.724609 Penalty: 597.950317
	Iteration 5Q: 3 clusters Score -25580.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -25589.621094 Penalty: 597.950317
	Iteration 6Q: 3 clusters Score -25589.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25613.320312 Penalty: 597.950317
	Iteration 7Q: 3 clusters Score -25613.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -25645.740234 Penalty: 597.950317
	Iteration 8Q: 3 clusters Score -25645.74 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25689.048828 Penalty: 597.950317
	Iteration 9Q: 3 clusters Score -25689.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25724.882812 Penalty: 597.950317
	Iteration 10F: 3 clusters Score -25724.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25762.177734 Penalty: 597.950317
	Iteration 11Q: 3 clusters Score -25762.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25788.093750 Penalty: 597.950317
	Iteration 12Q: 3 clusters Score -25788.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25807.132812 Penalty: 597.950317
	Iteration 13Q: 3 clusters Score -25807.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25811.195312 Penalty: 597.950317
	Iteration 14Q: 3 clusters Score -25811.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25814.439453 Penalty: 597.950317
	Iteration 15Q: 3 clusters Score -25814.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25816.191406 Penalty: 597.950317
	Iteration 16Q: 3 clusters Score -25816.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25818.558594 Penalty: 597.950317
	Iteration 17Q: 3 clusters Score -25818.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25822.226562 Penalty: 597.950317
	Iteration 18Q: 3 clusters Score -25822.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25834.380859 Penalty: 597.950317
	Iteration 19Q: 3 clusters Score -25834.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25846.279297 Penalty: 597.950317
	Iteration 20F: 3 clusters Score -25846.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25849.224609 Penalty: 597.950317
	Iteration 21Q: 3 clusters Score -25849.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25853.810547 Penalty: 597.950317
	Iteration 22Q: 3 clusters Score -25853.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25858.824219 Penalty: 597.950317
	Iteration 23Q: 3 clusters Score -25858.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25859.964844 Penalty: 597.950317
	Iteration 24Q: 3 clusters Score -25859.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25861.050781 Penalty: 597.950317
	Iteration 25Q: 3 clusters Score -25861.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25862.222656 Penalty: 597.950317
	Iteration 26Q: 3 clusters Score -25862.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25862.794922 Penalty: 597.950317
	Iteration 27Q: 3 clusters Score -25862.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25862.964844 Penalty: 597.950317
	Iteration 28Q: 3 clusters Score -25862.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25862.964844 Penalty: 597.950317
	Iteration 29F: 3 clusters Score -25862.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Entering Unmasked Estep 
Score: -227021.953125 Penalty: 397.939423
	Iteration 0F: 2 clusters Score -227022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -222803.593750 Penalty: 795.878845
	Iteration 0F: 3 clusters Score -222803.6 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -224336.906250 Penalty: 795.878845
	Iteration 1F: 3 clusters Score -224336.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -224519.375000 Penalty: 795.878845
	Iteration 2F: 3 clusters Score -224519.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -224703.656250 Penalty: 795.878845
	Iteration 3F: 3 clusters Score -224703.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -224881.578125 Penalty: 795.878845
	Iteration 4F: 3 clusters Score -224881.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -225074.734375 Penalty: 795.878845
	Iteration 5Q: 3 clusters Score -225074.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -225297.890625 Penalty: 795.878845
	Iteration 6Q: 3 clusters Score -225297.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -225544.156250 Penalty: 795.878845
	Iteration 7F: 3 clusters Score -225544.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -225788.921875 Penalty: 795.878845
	Iteration 8F: 3 clusters Score -225788.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -226032.453125 Penalty: 795.878845
	Iteration 9F: 3 clusters Score -226032.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -226213.890625 Penalty: 795.878845
	Iteration 10Q: 3 clusters Score -226213.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -226370.828125 Penalty: 795.878845
	Iteration 11Q: 3 clusters Score -226370.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -226486.718750 Penalty: 795.878845
	Iteration 12Q: 3 clusters Score -226486.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -226550.203125 Penalty: 795.878845
	Iteration 13Q: 3 clusters Score -226550.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -226585.937500 Penalty: 795.878845
	Iteration 14Q: 3 clusters Score -226585.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -226611.437500 Penalty: 795.878845
	Iteration 15Q: 3 clusters Score -226611.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -226627.546875 Penalty: 795.878845
	Iteration 16Q: 3 clusters Score -226627.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -226642.578125 Penalty: 795.878845
	Iteration 17Q: 3 clusters Score -226642.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -226651.203125 Penalty: 795.878845
	Iteration 18Q: 3 clusters Score -226651.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -226658.453125 Penalty: 795.878845
	Iteration 19Q: 3 clusters Score -226658.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -226663.625000 Penalty: 795.878845
	Iteration 20F: 3 clusters Score -226663.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -226666.031250 Penalty: 795.878845
	Iteration 21Q: 3 clusters Score -226666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -226667.140625 Penalty: 795.878845
	Iteration 22Q: 3 clusters Score -226667.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -226670.687500 Penalty: 795.878845
	Iteration 23Q: 3 clusters Score -226670.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -226673.000000 Penalty: 795.878845
	Iteration 24Q: 3 clusters Score -226673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -226674.515625 Penalty: 795.878845
	Iteration 25Q: 3 clusters Score -226674.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -226674.828125 Penalty: 795.878845
	Iteration 26Q: 3 clusters Score -226674.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -226675.343750 Penalty: 795.878845
	Iteration 27Q: 3 clusters Score -226675.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -226675.937500 Penalty: 795.878845
	Iteration 28Q: 3 clusters Score -226675.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -226677.328125 Penalty: 795.878845
	Iteration 29Q: 3 clusters Score -226677.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -226679.609375 Penalty: 795.878845
	Iteration 30Q: 3 clusters Score -226679.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -226679.609375 Penalty: 795.878845
	Iteration 31F: 3 clusters Score -226679.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (20694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Entering Unmasked Estep 
Score: -776328.250000 Penalty: 452.160767
	Iteration 0F: 2 clusters Score -776328.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -762472.437500 Penalty: 904.321533
	Iteration 0F: 3 clusters Score -762472.4 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -768417.437500 Penalty: 904.321533
	Iteration 1F: 3 clusters Score -768417.4 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -768887.125000 Penalty: 904.321533
	Iteration 2F: 3 clusters Score -768887.1 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -769467.437500 Penalty: 904.321533
	Iteration 3F: 3 clusters Score -769467.4 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -770172.812500 Penalty: 904.321533
	Iteration 4F: 3 clusters Score -770172.8 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -771061.437500 Penalty: 904.321533
	Iteration 5F: 3 clusters Score -771061.4 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -771881.937500 Penalty: 904.321533
	Iteration 6F: 3 clusters Score -771881.9 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -772370.500000 Penalty: 904.321533
	Iteration 7Q: 3 clusters Score -772370.5 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -772572.375000 Penalty: 904.321533
	Iteration 8Q: 3 clusters Score -772572.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -772682.125000 Penalty: 904.321533
	Iteration 9Q: 3 clusters Score -772682.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -772762.687500 Penalty: 904.321533
	Iteration 10Q: 3 clusters Score -772762.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -772825.187500 Penalty: 904.321533
	Iteration 11Q: 3 clusters Score -772825.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -772880.875000 Penalty: 904.321533
	Iteration 12Q: 3 clusters Score -772880.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -772935.375000 Penalty: 904.321533
	Iteration 13Q: 3 clusters Score -772935.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -772990.250000 Penalty: 904.321533
	Iteration 14Q: 3 clusters Score -772990.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -773047.500000 Penalty: 904.321533
	Iteration 15Q: 3 clusters Score -773047.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -773100.187500 Penalty: 904.321533
	Iteration 16Q: 3 clusters Score -773100.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -773146.312500 Penalty: 904.321533
	Iteration 17Q: 3 clusters Score -773146.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -773204.750000 Penalty: 904.321533
	Iteration 18Q: 3 clusters Score -773204.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -773261.375000 Penalty: 904.321533
	Iteration 19Q: 3 clusters Score -773261.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -773332.500000 Penalty: 904.321533
	Iteration 20F: 3 clusters Score -773332.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -773412.000000 Penalty: 904.321533
	Iteration 21Q: 3 clusters Score -773412 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -773508.000000 Penalty: 904.321533
	Iteration 22Q: 3 clusters Score -773508 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -773612.687500 Penalty: 904.321533
	Iteration 23Q: 3 clusters Score -773612.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -773720.062500 Penalty: 904.321533
	Iteration 24Q: 3 clusters Score -773720.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -773842.250000 Penalty: 904.321533
	Iteration 25Q: 3 clusters Score -773842.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -773970.500000 Penalty: 904.321533
	Iteration 26Q: 3 clusters Score -773970.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -774104.625000 Penalty: 904.321533
	Iteration 27Q: 3 clusters Score -774104.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -774238.375000 Penalty: 904.321533
	Iteration 28Q: 3 clusters Score -774238.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -774388.062500 Penalty: 904.321533
	Iteration 29Q: 3 clusters Score -774388.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -774535.937500 Penalty: 904.321533
	Iteration 30Q: 3 clusters Score -774535.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -774685.625000 Penalty: 904.321533
	Iteration 31Q: 3 clusters Score -774685.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -774849.500000 Penalty: 904.321533
	Iteration 32Q: 3 clusters Score -774849.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -774999.750000 Penalty: 904.321533
	Iteration 33Q: 3 clusters Score -774999.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -775150.187500 Penalty: 904.321533
	Iteration 34Q: 3 clusters Score -775150.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -775282.437500 Penalty: 904.321533
	Iteration 35Q: 3 clusters Score -775282.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -775383.437500 Penalty: 904.321533
	Iteration 36Q: 3 clusters Score -775383.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -775469.312500 Penalty: 904.321533
	Iteration 37Q: 3 clusters Score -775469.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -775549.687500 Penalty: 904.321533
	Iteration 38Q: 3 clusters Score -775549.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -775624.437500 Penalty: 904.321533
	Iteration 39Q: 3 clusters Score -775624.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -775689.562500 Penalty: 904.321533
	Iteration 40F: 3 clusters Score -775689.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -775749.875000 Penalty: 904.321533
	Iteration 41Q: 3 clusters Score -775749.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -775799.062500 Penalty: 904.321533
	Iteration 42Q: 3 clusters Score -775799.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -775836.687500 Penalty: 904.321533
	Iteration 43Q: 3 clusters Score -775836.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -775866.312500 Penalty: 904.321533
	Iteration 44Q: 3 clusters Score -775866.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -775883.062500 Penalty: 904.321533
	Iteration 45Q: 3 clusters Score -775883.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -775903.062500 Penalty: 904.321533
	Iteration 46Q: 3 clusters Score -775903.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -775917.437500 Penalty: 904.321533
	Iteration 47Q: 3 clusters Score -775917.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -775928.500000 Penalty: 904.321533
	Iteration 48Q: 3 clusters Score -775928.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -775937.000000 Penalty: 904.321533
	Iteration 49Q: 3 clusters Score -775937 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -775943.500000 Penalty: 904.321533
	Iteration 50Q: 3 clusters Score -775943.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -775948.125000 Penalty: 904.321533
	Iteration 51Q: 3 clusters Score -775948.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -775954.875000 Penalty: 904.321533
	Iteration 52Q: 3 clusters Score -775954.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -775963.812500 Penalty: 904.321533
	Iteration 53Q: 3 clusters Score -775963.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -775968.125000 Penalty: 904.321533
	Iteration 54Q: 3 clusters Score -775968.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -775974.187500 Penalty: 904.321533
	Iteration 55Q: 3 clusters Score -775974.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -775978.687500 Penalty: 904.321533
	Iteration 56Q: 3 clusters Score -775978.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -775982.875000 Penalty: 904.321533
	Iteration 57Q: 3 clusters Score -775982.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -775983.437500 Penalty: 904.321533
	Iteration 58Q: 3 clusters Score -775983.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -775984.187500 Penalty: 904.321533
	Iteration 59Q: 3 clusters Score -775984.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -775985.437500 Penalty: 904.321533
	Iteration 60F: 3 clusters Score -775985.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -775987.312500 Penalty: 904.321533
	Iteration 61Q: 3 clusters Score -775987.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -775988.562500 Penalty: 904.321533
	Iteration 62Q: 3 clusters Score -775988.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -775988.375000 Penalty: 904.321533
	Iteration 63Q: 3 clusters Score -775988.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -775989.812500 Penalty: 904.321533
	Iteration 64Q: 3 clusters Score -775989.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -775991.562500 Penalty: 904.321533
	Iteration 65Q: 3 clusters Score -775991.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -775993.625000 Penalty: 904.321533
	Iteration 66Q: 3 clusters Score -775993.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -775994.187500 Penalty: 904.321533
	Iteration 67Q: 3 clusters Score -775994.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -775994.125000 Penalty: 904.321533
	Iteration 68Q: 3 clusters Score -775994.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -775995.187500 Penalty: 904.321533
	Iteration 69Q: 3 clusters Score -775995.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -775995.062500 Penalty: 904.321533
	Iteration 70Q: 3 clusters Score -775995.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -775995.750000 Penalty: 904.321533
	Iteration 71Q: 3 clusters Score -775995.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -775995.750000 Penalty: 904.321533
	Iteration 72F: 3 clusters Score -775995.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Entering Unmasked Estep 
Score: -132077.609375 Penalty: 374.248199
	Iteration 0F: 2 clusters Score -132077.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -129550.367188 Penalty: 748.496399
	Iteration 0F: 3 clusters Score -129550.4 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -130712.226562 Penalty: 748.496399
	Iteration 1F: 3 clusters Score -130712.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -131032.976562 Penalty: 748.496399
	Iteration 2F: 3 clusters Score -131033 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -131256.328125 Penalty: 748.496399
	Iteration 3F: 3 clusters Score -131256.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -131391.781250 Penalty: 748.496399
	Iteration 4F: 3 clusters Score -131391.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -131466.390625 Penalty: 748.496399
	Iteration 5Q: 3 clusters Score -131466.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -131509.390625 Penalty: 748.496399
	Iteration 6Q: 3 clusters Score -131509.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -131543.656250 Penalty: 748.496399
	Iteration 7Q: 3 clusters Score -131543.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -131567.750000 Penalty: 748.496399
	Iteration 8Q: 3 clusters Score -131567.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -131583.890625 Penalty: 748.496399
	Iteration 9Q: 3 clusters Score -131583.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -131597.328125 Penalty: 748.496399
	Iteration 10Q: 3 clusters Score -131597.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -131607.609375 Penalty: 748.496399
	Iteration 11Q: 3 clusters Score -131607.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -131615.421875 Penalty: 748.496399
	Iteration 12Q: 3 clusters Score -131615.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -131624.187500 Penalty: 748.496399
	Iteration 13Q: 3 clusters Score -131624.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -131630.562500 Penalty: 748.496399
	Iteration 14Q: 3 clusters Score -131630.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -131635.343750 Penalty: 748.496399
	Iteration 15Q: 3 clusters Score -131635.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -131642.859375 Penalty: 748.496399
	Iteration 16Q: 3 clusters Score -131642.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -131647.625000 Penalty: 748.496399
	Iteration 17Q: 3 clusters Score -131647.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -131654.765625 Penalty: 748.496399
	Iteration 18Q: 3 clusters Score -131654.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -131660.609375 Penalty: 748.496399
	Iteration 19Q: 3 clusters Score -131660.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -131665.687500 Penalty: 748.496399
	Iteration 20F: 3 clusters Score -131665.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -131670.625000 Penalty: 748.496399
	Iteration 21Q: 3 clusters Score -131670.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -131674.671875 Penalty: 748.496399
	Iteration 22Q: 3 clusters Score -131674.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -131678.875000 Penalty: 748.496399
	Iteration 23Q: 3 clusters Score -131678.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -131685.296875 Penalty: 748.496399
	Iteration 24Q: 3 clusters Score -131685.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -131690.406250 Penalty: 748.496399
	Iteration 25Q: 3 clusters Score -131690.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -131700.734375 Penalty: 748.496399
	Iteration 26Q: 3 clusters Score -131700.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -131712.265625 Penalty: 748.496399
	Iteration 27Q: 3 clusters Score -131712.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -131723.312500 Penalty: 748.496399
	Iteration 28Q: 3 clusters Score -131723.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -131740.687500 Penalty: 748.496399
	Iteration 29Q: 3 clusters Score -131740.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -131750.312500 Penalty: 748.496399
	Iteration 30Q: 3 clusters Score -131750.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -131752.875000 Penalty: 748.496399
	Iteration 31Q: 3 clusters Score -131752.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -131754.375000 Penalty: 748.496399
	Iteration 32Q: 3 clusters Score -131754.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -131755.609375 Penalty: 748.496399
	Iteration 33Q: 3 clusters Score -131755.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -131757.078125 Penalty: 748.496399
	Iteration 34Q: 3 clusters Score -131757.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -131757.203125 Penalty: 748.496399
	Iteration 35Q: 3 clusters Score -131757.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -131757.203125 Penalty: 748.496399
	Iteration 36F: 3 clusters Score -131757.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Entering Unmasked Estep 
Score: -273327.312500 Penalty: 406.493713
	Iteration 0F: 2 clusters Score -273327.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -268232.437500 Penalty: 812.987427
	Iteration 0F: 3 clusters Score -268232.4 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -270214.031250 Penalty: 812.987427
	Iteration 1F: 3 clusters Score -270214 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -270427.093750 Penalty: 812.987427
	Iteration 2F: 3 clusters Score -270427.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -270722.781250 Penalty: 812.987427
	Iteration 3F: 3 clusters Score -270722.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -271113.375000 Penalty: 812.987427
	Iteration 4F: 3 clusters Score -271113.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -271595.187500 Penalty: 812.987427
	Iteration 5F: 3 clusters Score -271595.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -272107.625000 Penalty: 812.987427
	Iteration 6F: 3 clusters Score -272107.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -272507.531250 Penalty: 812.987427
	Iteration 7F: 3 clusters Score -272507.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -272740.531250 Penalty: 812.987427
	Iteration 8Q: 3 clusters Score -272740.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -272855.656250 Penalty: 812.987427
	Iteration 9Q: 3 clusters Score -272855.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -272914.625000 Penalty: 812.987427
	Iteration 10Q: 3 clusters Score -272914.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -272942.812500 Penalty: 812.987427
	Iteration 11Q: 3 clusters Score -272942.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -272966.281250 Penalty: 812.987427
	Iteration 12Q: 3 clusters Score -272966.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -272981.812500 Penalty: 812.987427
	Iteration 13Q: 3 clusters Score -272981.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -272986.875000 Penalty: 812.987427
	Iteration 14Q: 3 clusters Score -272986.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -272988.125000 Penalty: 812.987427
	Iteration 15Q: 3 clusters Score -272988.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -272989.531250 Penalty: 812.987427
	Iteration 16Q: 3 clusters Score -272989.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -272989.468750 Penalty: 812.987427
	Iteration 17Q: 3 clusters Score -272989.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -272990.437500 Penalty: 812.987427
	Iteration 18Q: 3 clusters Score -272990.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -272990.531250 Penalty: 812.987427
	Iteration 19Q: 3 clusters Score -272990.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -272990.531250 Penalty: 812.987427
	Iteration 20F: 3 clusters Score -272990.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Entering Unmasked Estep 
Score: -62907.687500 Penalty: 339.216064
	Iteration 0F: 2 clusters Score -62907.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -61632.234375 Penalty: 678.432129
	Iteration 0F: 3 clusters Score -61632.23 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -62146.515625 Penalty: 678.432129
	Iteration 1F: 3 clusters Score -62146.52 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -62228.734375 Penalty: 678.432129
	Iteration 2F: 3 clusters Score -62228.73 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -62264.433594 Penalty: 678.432129
	Iteration 3Q: 3 clusters Score -62264.43 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -62296.648438 Penalty: 678.432129
	Iteration 4Q: 3 clusters Score -62296.65 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -62337.949219 Penalty: 678.432129
	Iteration 5Q: 3 clusters Score -62337.95 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -62389.214844 Penalty: 678.432129
	Iteration 6Q: 3 clusters Score -62389.21 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -62453.347656 Penalty: 678.432129
	Iteration 7Q: 3 clusters Score -62453.35 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -62505.777344 Penalty: 678.432129
	Iteration 8Q: 3 clusters Score -62505.78 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -62528.468750 Penalty: 678.432129
	Iteration 9Q: 3 clusters Score -62528.47 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -62550.746094 Penalty: 678.432129
	Iteration 10Q: 3 clusters Score -62550.75 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -62570.500000 Penalty: 678.432129
	Iteration 11Q: 3 clusters Score -62570.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -62586.800781 Penalty: 678.432129
	Iteration 12Q: 3 clusters Score -62586.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -62603.652344 Penalty: 678.432129
	Iteration 13Q: 3 clusters Score -62603.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -62614.460938 Penalty: 678.432129
	Iteration 14Q: 3 clusters Score -62614.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -62621.500000 Penalty: 678.432129
	Iteration 15Q: 3 clusters Score -62621.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -62627.101562 Penalty: 678.432129
	Iteration 16Q: 3 clusters Score -62627.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -62629.273438 Penalty: 678.432129
	Iteration 17Q: 3 clusters Score -62629.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -62632.226562 Penalty: 678.432129
	Iteration 18Q: 3 clusters Score -62632.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -62634.261719 Penalty: 678.432129
	Iteration 19Q: 3 clusters Score -62634.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -62635.652344 Penalty: 678.432129
	Iteration 20F: 3 clusters Score -62635.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -62639.792969 Penalty: 678.432129
	Iteration 21Q: 3 clusters Score -62639.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -62642.707031 Penalty: 678.432129
	Iteration 22Q: 3 clusters Score -62642.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -62645.152344 Penalty: 678.432129
	Iteration 23Q: 3 clusters Score -62645.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -62647.816406 Penalty: 678.432129
	Iteration 24Q: 3 clusters Score -62647.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -62650.382812 Penalty: 678.432129
	Iteration 25Q: 3 clusters Score -62650.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -62652.871094 Penalty: 678.432129
	Iteration 26Q: 3 clusters Score -62652.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -62656.523438 Penalty: 678.432129
	Iteration 27Q: 3 clusters Score -62656.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -62661.730469 Penalty: 678.432129
	Iteration 28Q: 3 clusters Score -62661.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -62664.027344 Penalty: 678.432129
	Iteration 29Q: 3 clusters Score -62664.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -62665.714844 Penalty: 678.432129
	Iteration 30Q: 3 clusters Score -62665.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -62668.355469 Penalty: 678.432129
	Iteration 31Q: 3 clusters Score -62668.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -62670.058594 Penalty: 678.432129
	Iteration 32Q: 3 clusters Score -62670.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -62673.433594 Penalty: 678.432129
	Iteration 33Q: 3 clusters Score -62673.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -62675.265625 Penalty: 678.432129
	Iteration 34Q: 3 clusters Score -62675.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -62676.183594 Penalty: 678.432129
	Iteration 35Q: 3 clusters Score -62676.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -62676.699219 Penalty: 678.432129
	Iteration 36Q: 3 clusters Score -62676.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -62678.250000 Penalty: 678.432129
	Iteration 37Q: 3 clusters Score -62678.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -62680.097656 Penalty: 678.432129
	Iteration 38Q: 3 clusters Score -62680.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -62682.968750 Penalty: 678.432129
	Iteration 39Q: 3 clusters Score -62682.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -62685.597656 Penalty: 678.432129
	Iteration 40F: 3 clusters Score -62685.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -62687.605469 Penalty: 678.432129
	Iteration 41Q: 3 clusters Score -62687.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -62690.808594 Penalty: 678.432129
	Iteration 42Q: 3 clusters Score -62690.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -62693.621094 Penalty: 678.432129
	Iteration 43Q: 3 clusters Score -62693.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -62697.433594 Penalty: 678.432129
	Iteration 44Q: 3 clusters Score -62697.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -62699.894531 Penalty: 678.432129
	Iteration 45Q: 3 clusters Score -62699.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -62702.308594 Penalty: 678.432129
	Iteration 46Q: 3 clusters Score -62702.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -62705.187500 Penalty: 678.432129
	Iteration 47Q: 3 clusters Score -62705.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -62708.093750 Penalty: 678.432129
	Iteration 48Q: 3 clusters Score -62708.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -62713.730469 Penalty: 678.432129
	Iteration 49Q: 3 clusters Score -62713.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -62717.898438 Penalty: 678.432129
	Iteration 50Q: 3 clusters Score -62717.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -62718.945312 Penalty: 678.432129
	Iteration 51Q: 3 clusters Score -62718.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -62719.281250 Penalty: 678.432129
	Iteration 52Q: 3 clusters Score -62719.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -62719.281250 Penalty: 678.432129
	Iteration 53F: 3 clusters Score -62719.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Entering Unmasked Estep 
Score: -150121.375000 Penalty: 378.257965
	Iteration 0F: 2 clusters Score -150121.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -147322.531250 Penalty: 756.515930
	Iteration 0F: 3 clusters Score -147322.5 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -148370.859375 Penalty: 756.515930
	Iteration 1F: 3 clusters Score -148370.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -148546.500000 Penalty: 756.515930
	Iteration 2F: 3 clusters Score -148546.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -148741.031250 Penalty: 756.515930
	Iteration 3F: 3 clusters Score -148741 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -148986.312500 Penalty: 756.515930
	Iteration 4F: 3 clusters Score -148986.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -149244.734375 Penalty: 756.515930
	Iteration 5F: 3 clusters Score -149244.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -149417.703125 Penalty: 756.515930
	Iteration 6F: 3 clusters Score -149417.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -149503.500000 Penalty: 756.515930
	Iteration 7Q: 3 clusters Score -149503.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -149569.140625 Penalty: 756.515930
	Iteration 8Q: 3 clusters Score -149569.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -149614.453125 Penalty: 756.515930
	Iteration 9Q: 3 clusters Score -149614.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -149646.812500 Penalty: 756.515930
	Iteration 10Q: 3 clusters Score -149646.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -149666.218750 Penalty: 756.515930
	Iteration 11Q: 3 clusters Score -149666.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -149682.734375 Penalty: 756.515930
	Iteration 12Q: 3 clusters Score -149682.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -149704.281250 Penalty: 756.515930
	Iteration 13Q: 3 clusters Score -149704.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -149723.109375 Penalty: 756.515930
	Iteration 14Q: 3 clusters Score -149723.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -149737.250000 Penalty: 756.515930
	Iteration 15Q: 3 clusters Score -149737.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -149747.640625 Penalty: 756.515930
	Iteration 16Q: 3 clusters Score -149747.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -149759.031250 Penalty: 756.515930
	Iteration 17Q: 3 clusters Score -149759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -149763.390625 Penalty: 756.515930
	Iteration 18Q: 3 clusters Score -149763.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -149768.437500 Penalty: 756.515930
	Iteration 19Q: 3 clusters Score -149768.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -149770.859375 Penalty: 756.515930
	Iteration 20F: 3 clusters Score -149770.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -149778.546875 Penalty: 756.515930
	Iteration 21Q: 3 clusters Score -149778.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -149788.359375 Penalty: 756.515930
	Iteration 22Q: 3 clusters Score -149788.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -149796.781250 Penalty: 756.515930
	Iteration 23Q: 3 clusters Score -149796.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -149801.921875 Penalty: 756.515930
	Iteration 24Q: 3 clusters Score -149801.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -149805.750000 Penalty: 756.515930
	Iteration 25Q: 3 clusters Score -149805.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -149811.078125 Penalty: 756.515930
	Iteration 26Q: 3 clusters Score -149811.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -149813.937500 Penalty: 756.515930
	Iteration 27Q: 3 clusters Score -149813.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -149815.296875 Penalty: 756.515930
	Iteration 28Q: 3 clusters Score -149815.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -149815.625000 Penalty: 756.515930
	Iteration 29Q: 3 clusters Score -149815.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -149816.515625 Penalty: 756.515930
	Iteration 30Q: 3 clusters Score -149816.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -149816.812500 Penalty: 756.515930
	Iteration 31Q: 3 clusters Score -149816.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -149817.140625 Penalty: 756.515930
	Iteration 32Q: 3 clusters Score -149817.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -149817.046875 Penalty: 756.515930
	Iteration 33Q: 3 clusters Score -149817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -149817.046875 Penalty: 756.515930
	Iteration 34F: 3 clusters Score -149817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Entering Unmasked Estep 
Score: -64653.269531 Penalty: 340.230988
	Iteration 0F: 2 clusters Score -64653.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -63339.726562 Penalty: 680.461975
	Iteration 0F: 3 clusters Score -63339.73 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -63748.007812 Penalty: 680.461975
	Iteration 1F: 3 clusters Score -63748.01 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -63822.968750 Penalty: 680.461975
	Iteration 2F: 3 clusters Score -63822.97 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -63904.554688 Penalty: 680.461975
	Iteration 3F: 3 clusters Score -63904.55 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -63998.644531 Penalty: 680.461975
	Iteration 4F: 3 clusters Score -63998.64 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -64098.828125 Penalty: 680.461975
	Iteration 5F: 3 clusters Score -64098.83 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -64177.847656 Penalty: 680.461975
	Iteration 6F: 3 clusters Score -64177.85 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -64227.980469 Penalty: 680.461975
	Iteration 7Q: 3 clusters Score -64227.98 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -64277.882812 Penalty: 680.461975
	Iteration 8Q: 3 clusters Score -64277.88 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -64321.800781 Penalty: 680.461975
	Iteration 9Q: 3 clusters Score -64321.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -64347.179688 Penalty: 680.461975
	Iteration 10Q: 3 clusters Score -64347.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -64358.242188 Penalty: 680.461975
	Iteration 11Q: 3 clusters Score -64358.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -64366.585938 Penalty: 680.461975
	Iteration 12Q: 3 clusters Score -64366.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -64372.078125 Penalty: 680.461975
	Iteration 13Q: 3 clusters Score -64372.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -64374.882812 Penalty: 680.461975
	Iteration 14Q: 3 clusters Score -64374.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -64383.937500 Penalty: 680.461975
	Iteration 15Q: 3 clusters Score -64383.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -64390.785156 Penalty: 680.461975
	Iteration 16Q: 3 clusters Score -64390.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -64396.792969 Penalty: 680.461975
	Iteration 17Q: 3 clusters Score -64396.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -64398.769531 Penalty: 680.461975
	Iteration 18Q: 3 clusters Score -64398.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -64399.507812 Penalty: 680.461975
	Iteration 19Q: 3 clusters Score -64399.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -64400.261719 Penalty: 680.461975
	Iteration 20F: 3 clusters Score -64400.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -64400.324219 Penalty: 680.461975
	Iteration 21Q: 3 clusters Score -64400.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -64400.324219 Penalty: 680.461975
	Iteration 22F: 3 clusters Score -64400.32 nChanged 0
22->44 Clusters: Score -50378980.000000, best is -50385852.000000

Starting from 23 clusters...
--- Clustering full data set of 1387992 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63258 members 
Mstep: Class 2 contains 63188 members 
Mstep: Class 3 contains 63125 members 
Mstep: Class 4 contains 63177 members 
Mstep: Class 5 contains 62637 members 
Mstep: Class 6 contains 63306 members 
Mstep: Class 7 contains 63354 members 
Mstep: Class 8 contains 63222 members 
Mstep: Class 9 contains 63144 members 
Mstep: Class 10 contains 63630 members 
Mstep: Class 11 contains 62873 members 
Mstep: Class 12 contains 63176 members 
Mstep: Class 13 contains 62895 members 
Mstep: Class 14 contains 62820 members 
Mstep: Class 15 contains 63009 members 
Mstep: Class 16 contains 63392 members 
Mstep: Class 17 contains 62902 members 
Mstep: Class 18 contains 63377 members 
Mstep: Class 19 contains 62818 members 
Mstep: Class 20 contains 62797 members 
Mstep: Class 21 contains 62741 members 
Mstep: Class 22 contains 63151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 172.096939 but Gain 643.522461
Score: -44876408.000000 Penalty: 13513.989258
Iteration 0F: 22 clusters Score -4.487641e+07 nChanged 1322782
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 56130 members 
Mstep: Class 3 contains 56480 members 
Mstep: Class 4 contains 38306 members 
Mstep: Class 5 contains 14598 members 
Mstep: Class 7 contains 34943 members 
Mstep: Class 8 contains 45427 members 
Mstep: Class 9 contains 141195 members 
Mstep: Class 10 contains 48123 members 
Mstep: Class 11 contains 26395 members 
Mstep: Class 12 contains 25601 members 
Mstep: Class 13 contains 29045 members 
Mstep: Class 14 contains 137505 members 
Mstep: Class 15 contains 80432 members 
Mstep: Class 16 contains 150363 members 
Mstep: Class 17 contains 106507 members 
Mstep: Class 18 contains 168832 members 
Mstep: Class 19 contains 30677 members 
Mstep: Class 20 contains 26590 members 
Mstep: Class 21 contains 28969 members 
Mstep: Class 22 contains 118632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242188.000000 Penalty: 13513.989258
Iteration 1F: 22 clusters Score -4.824219e+07 nChanged 435823
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 50728 members 
Mstep: Class 3 contains 39135 members 
Mstep: Class 4 contains 27632 members 
Mstep: Class 5 contains 8590 members 
Mstep: Class 7 contains 26971 members 
Mstep: Class 8 contains 34594 members 
Mstep: Class 9 contains 175909 members 
Mstep: Class 10 contains 25862 members 
Mstep: Class 11 contains 17002 members 
Mstep: Class 12 contains 21694 members 
Mstep: Class 13 contains 20420 members 
Mstep: Class 14 contains 122715 members 
Mstep: Class 15 contains 68952 members 
Mstep: Class 16 contains 205169 members 
Mstep: Class 17 contains 100265 members 
Mstep: Class 18 contains 224520 members 
Mstep: Class 19 contains 19743 members 
Mstep: Class 20 contains 14922 members 
Mstep: Class 21 contains 19609 members 
Mstep: Class 22 contains 145034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48641824.000000 Penalty: 13513.989258
Iteration 2F: 22 clusters Score -4.864182e+07 nChanged 275038
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 44618 members 
Mstep: Class 3 contains 27398 members 
Mstep: Class 4 contains 18161 members 
Mstep: Class 5 contains 6153 members 
Mstep: Class 7 contains 21914 members 
Mstep: Class 8 contains 27846 members 
Mstep: Class 9 contains 194868 members 
Mstep: Class 10 contains 13598 members 
Mstep: Class 11 contains 9595 members 
Mstep: Class 12 contains 21776 members 
Mstep: Class 13 contains 15575 members 
Mstep: Class 14 contains 105700 members 
Mstep: Class 15 contains 55542 members 
Mstep: Class 16 contains 238715 members 
Mstep: Class 17 contains 95874 members 
Mstep: Class 18 contains 290723 members 
Mstep: Class 19 contains 11132 members 
Mstep: Class 20 contains 8081 members 
Mstep: Class 21 contains 17543 members 
Mstep: Class 22 contains 150961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48876472.000000 Penalty: 13513.989258
Iteration 3F: 22 clusters Score -4.887647e+07 nChanged 214999
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 36725 members 
Mstep: Class 3 contains 19518 members 
Mstep: Class 4 contains 10615 members 
Mstep: Class 5 contains 4999 members 
Mstep: Class 7 contains 20923 members 
Mstep: Class 8 contains 24902 members 
Mstep: Class 9 contains 204591 members 
Mstep: Class 10 contains 7786 members 
Mstep: Class 11 contains 5167 members 
Mstep: Class 12 contains 23071 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 86329 members 
Mstep: Class 15 contains 40871 members 
Mstep: Class 16 contains 267816 members 
Mstep: Class 17 contains 88140 members 
Mstep: Class 18 contains 352256 members 
Mstep: Class 19 contains 5945 members 
Mstep: Class 20 contains 4601 members 
Mstep: Class 21 contains 16787 members 
Mstep: Class 22 contains 147296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49060100.000000 Penalty: 13513.989258
Iteration 4F: 22 clusters Score -4.90601e+07 nChanged 188810
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 27932 members 
Mstep: Class 3 contains 15360 members 
Mstep: Class 4 contains 5974 members 
Mstep: Class 5 contains 4757 members 
Mstep: Class 7 contains 24373 members 
Mstep: Class 8 contains 23212 members 
Mstep: Class 9 contains 209108 members 
Mstep: Class 10 contains 5446 members 
Mstep: Class 11 contains 3200 members 
Mstep: Class 12 contains 24196 members 
Mstep: Class 13 contains 9324 members 
Mstep: Class 14 contains 68868 members 
Mstep: Class 15 contains 27921 members 
Mstep: Class 16 contains 297502 members 
Mstep: Class 17 contains 76447 members 
Mstep: Class 18 contains 400218 members 
Mstep: Class 19 contains 3292 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 15943 members 
Mstep: Class 22 contains 137659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49250468.000000 Penalty: 13513.989258
Iteration 5F: 22 clusters Score -4.925047e+07 nChanged 183389
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 19848 members 
Mstep: Class 3 contains 13788 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 4994 members 
Mstep: Class 7 contains 31160 members 
Mstep: Class 8 contains 21840 members 
Mstep: Class 9 contains 215089 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 2706 members 
Mstep: Class 12 contains 24996 members 
Mstep: Class 13 contains 6953 members 
Mstep: Class 14 contains 55675 members 
Mstep: Class 15 contains 17752 members 
Mstep: Class 16 contains 334081 members 
Mstep: Class 17 contains 62444 members 
Mstep: Class 18 contains 423368 members 
Mstep: Class 19 contains 2001 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 14939 members 
Mstep: Class 22 contains 123260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49514792.000000 Penalty: 13513.989258
Iteration 6F: 22 clusters Score -4.951479e+07 nChanged 184831
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 13397 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 2690 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 7 contains 38692 members 
Mstep: Class 8 contains 20408 members 
Mstep: Class 9 contains 238189 members 
Mstep: Class 10 contains 5356 members 
Mstep: Class 11 contains 2539 members 
Mstep: Class 12 contains 25378 members 
Mstep: Class 13 contains 4801 members 
Mstep: Class 14 contains 46537 members 
Mstep: Class 15 contains 10651 members 
Mstep: Class 16 contains 387912 members 
Mstep: Class 17 contains 48669 members 
Mstep: Class 18 contains 403758 members 
Mstep: Class 19 contains 1331 members 
Mstep: Class 20 contains 701 members 
Mstep: Class 21 contains 14047 members 
Mstep: Class 22 contains 102446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 414.544983 but Gain 643.523438
Score: -49778984.000000 Penalty: 12870.465820
Iteration 7F: 21 clusters Score -4.977898e+07 nChanged 170168
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9122 members 
Mstep: Class 3 contains 12419 members 
Mstep: Class 4 contains 2327 members 
Mstep: Class 5 contains 5854 members 
Mstep: Class 7 contains 43722 members 
Mstep: Class 8 contains 19020 members 
Mstep: Class 9 contains 279125 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 25197 members 
Mstep: Class 13 contains 3193 members 
Mstep: Class 14 contains 39999 members 
Mstep: Class 15 contains 6470 members 
Mstep: Class 16 contains 443508 members 
Mstep: Class 17 contains 37761 members 
Mstep: Class 18 contains 353045 members 
Mstep: Class 19 contains 1202 members 
Mstep: Class 21 contains 13374 members 
Mstep: Class 22 contains 82623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49912984.000000 Penalty: 12870.465820
Iteration 8F: 21 clusters Score -4.991298e+07 nChanged 122960
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6473 members 
Mstep: Class 3 contains 12057 members 
Mstep: Class 4 contains 2201 members 
Mstep: Class 5 contains 6056 members 
Mstep: Class 7 contains 46419 members 
Mstep: Class 8 contains 17861 members 
Mstep: Class 9 contains 318044 members 
Mstep: Class 10 contains 6686 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 24808 members 
Mstep: Class 13 contains 2280 members 
Mstep: Class 14 contains 34968 members 
Mstep: Class 15 contains 4725 members 
Mstep: Class 16 contains 484935 members 
Mstep: Class 17 contains 31245 members 
Mstep: Class 18 contains 297788 members 
Mstep: Class 19 contains 1258 members 
Mstep: Class 21 contains 12960 members 
Mstep: Class 22 contains 73919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 363.727600 but Gain 643.523438
Score: -49998036.000000 Penalty: 12226.942383
Iteration 9F: 20 clusters Score -4.999804e+07 nChanged 94798
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 3 contains 11706 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 6105 members 
Mstep: Class 7 contains 47582 members 
Mstep: Class 8 contains 16907 members 
Mstep: Class 9 contains 352369 members 
Mstep: Class 10 contains 7071 members 
Mstep: Class 11 contains 2637 members 
Mstep: Class 12 contains 24265 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 31170 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 515694 members 
Mstep: Class 17 contains 27742 members 
Mstep: Class 18 contains 245395 members 
Mstep: Class 19 contains 1318 members 
Mstep: Class 21 contains 12674 members 
Mstep: Class 22 contains 71839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50055932.000000 Penalty: 12226.942383
Iteration 10F: 20 clusters Score -5.005593e+07 nChanged 77900
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 2 contains 3597 members 
Mstep: Class 3 contains 11352 members 
Mstep: Class 4 contains 2299 members 
Mstep: Class 5 contains 6106 members 
Mstep: Class 7 contains 48107 members 
Mstep: Class 8 contains 16172 members 
Mstep: Class 9 contains 384534 members 
Mstep: Class 10 contains 7409 members 
Mstep: Class 11 contains 2959 members 
Mstep: Class 12 contains 23803 members 
Mstep: Class 13 contains 1406 members 
Mstep: Class 14 contains 28590 members 
Mstep: Class 15 contains 5351 members 
Mstep: Class 16 contains 538667 members 
Mstep: Class 17 contains 25843 members 
Mstep: Class 18 contains 199032 members 
Mstep: Class 19 contains 1407 members 
Mstep: Class 21 contains 12424 members 
Mstep: Class 22 contains 68819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50098416.000000 Penalty: 12226.942383
Iteration 11F: 20 clusters Score -5.009842e+07 nChanged 64143
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 2 contains 2715 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 6099 members 
Mstep: Class 7 contains 48516 members 
Mstep: Class 8 contains 15662 members 
Mstep: Class 9 contains 413910 members 
Mstep: Class 10 contains 7718 members 
Mstep: Class 11 contains 3475 members 
Mstep: Class 12 contains 23400 members 
Mstep: Class 13 contains 1135 members 
Mstep: Class 14 contains 27063 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 555854 members 
Mstep: Class 17 contains 24767 members 
Mstep: Class 18 contains 159595 members 
Mstep: Class 19 contains 1553 members 
Mstep: Class 21 contains 12269 members 
Mstep: Class 22 contains 64767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50132464.000000 Penalty: 12226.942383
Iteration 12Q: 20 clusters Score -5.013246e+07 nChanged 53799
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 2 contains 1977 members 
Mstep: Class 3 contains 10673 members 
Mstep: Class 4 contains 2313 members 
Mstep: Class 5 contains 6096 members 
Mstep: Class 7 contains 48466 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 440479 members 
Mstep: Class 10 contains 8005 members 
Mstep: Class 11 contains 4091 members 
Mstep: Class 12 contains 23115 members 
Mstep: Class 13 contains 939 members 
Mstep: Class 14 contains 26054 members 
Mstep: Class 15 contains 6673 members 
Mstep: Class 16 contains 569016 members 
Mstep: Class 17 contains 24118 members 
Mstep: Class 18 contains 127299 members 
Mstep: Class 19 contains 1753 members 
Mstep: Class 21 contains 12119 members 
Mstep: Class 22 contains 59372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50160676.000000 Penalty: 12226.942383
Iteration 13Q: 20 clusters Score -5.016068e+07 nChanged 45323
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 2 contains 1401 members 
Mstep: Class 3 contains 10479 members 
Mstep: Class 4 contains 2321 members 
Mstep: Class 5 contains 6057 members 
Mstep: Class 7 contains 47776 members 
Mstep: Class 8 contains 15104 members 
Mstep: Class 9 contains 464625 members 
Mstep: Class 10 contains 8323 members 
Mstep: Class 11 contains 4732 members 
Mstep: Class 12 contains 22846 members 
Mstep: Class 13 contains 812 members 
Mstep: Class 14 contains 25257 members 
Mstep: Class 15 contains 7107 members 
Mstep: Class 16 contains 578809 members 
Mstep: Class 17 contains 23721 members 
Mstep: Class 18 contains 101407 members 
Mstep: Class 19 contains 2064 members 
Mstep: Class 21 contains 12011 members 
Mstep: Class 22 contains 53028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50185164.000000 Penalty: 12226.942383
Iteration 14Q: 20 clusters Score -5.018516e+07 nChanged 38599
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 3 contains 10375 members 
Mstep: Class 4 contains 2391 members 
Mstep: Class 5 contains 6030 members 
Mstep: Class 7 contains 46543 members 
Mstep: Class 8 contains 14972 members 
Mstep: Class 9 contains 486203 members 
Mstep: Class 10 contains 8645 members 
Mstep: Class 11 contains 5365 members 
Mstep: Class 12 contains 22642 members 
Mstep: Class 13 contains 722 members 
Mstep: Class 14 contains 24537 members 
Mstep: Class 15 contains 7402 members 
Mstep: Class 16 contains 586096 members 
Mstep: Class 17 contains 23364 members 
Mstep: Class 18 contains 80987 members 
Mstep: Class 19 contains 2539 members 
Mstep: Class 21 contains 11970 members 
Mstep: Class 22 contains 46121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50204920.000000 Penalty: 12226.942383
Iteration 15Q: 20 clusters Score -5.020492e+07 nChanged 32337
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 2 contains 711 members 
Mstep: Class 3 contains 10455 members 
Mstep: Class 4 contains 2461 members 
Mstep: Class 5 contains 6024 members 
Mstep: Class 7 contains 44906 members 
Mstep: Class 8 contains 14981 members 
Mstep: Class 9 contains 504835 members 
Mstep: Class 10 contains 8959 members 
Mstep: Class 11 contains 5965 members 
Mstep: Class 12 contains 22552 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 23856 members 
Mstep: Class 15 contains 7607 members 
Mstep: Class 16 contains 591378 members 
Mstep: Class 17 contains 22996 members 
Mstep: Class 18 contains 65132 members 
Mstep: Class 19 contains 3126 members 
Mstep: Class 21 contains 11965 members 
Mstep: Class 22 contains 39325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 577.945068 but Gain 643.523438
Score: -50224632.000000 Penalty: 11583.418945
Iteration 16Q: 19 clusters Score -5.022463e+07 nChanged 27806
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 3 contains 10582 members 
Mstep: Class 4 contains 2549 members 
Mstep: Class 5 contains 6012 members 
Mstep: Class 7 contains 42705 members 
Mstep: Class 8 contains 15037 members 
Mstep: Class 9 contains 521154 members 
Mstep: Class 10 contains 9251 members 
Mstep: Class 11 contains 6477 members 
Mstep: Class 12 contains 22512 members 
Mstep: Class 13 contains 588 members 
Mstep: Class 14 contains 23270 members 
Mstep: Class 15 contains 7747 members 
Mstep: Class 16 contains 595421 members 
Mstep: Class 17 contains 22828 members 
Mstep: Class 18 contains 53288 members 
Mstep: Class 19 contains 3695 members 
Mstep: Class 21 contains 12032 members 
Mstep: Class 22 contains 32737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50241372.000000 Penalty: 11583.418945
Iteration 17Q: 19 clusters Score -5.024137e+07 nChanged 23286
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 3 contains 10732 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 6008 members 
Mstep: Class 7 contains 39825 members 
Mstep: Class 8 contains 15108 members 
Mstep: Class 9 contains 535761 members 
Mstep: Class 10 contains 9499 members 
Mstep: Class 11 contains 6847 members 
Mstep: Class 12 contains 22504 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 22754 members 
Mstep: Class 15 contains 7851 members 
Mstep: Class 16 contains 597975 members 
Mstep: Class 17 contains 22537 members 
Mstep: Class 18 contains 44602 members 
Mstep: Class 19 contains 4223 members 
Mstep: Class 21 contains 12103 members 
Mstep: Class 22 contains 26387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50253764.000000 Penalty: 11583.418945
Iteration 18Q: 19 clusters Score -5.025376e+07 nChanged 20263
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 3 contains 10836 members 
Mstep: Class 4 contains 2759 members 
Mstep: Class 5 contains 6030 members 
Mstep: Class 7 contains 36328 members 
Mstep: Class 8 contains 15217 members 
Mstep: Class 9 contains 549048 members 
Mstep: Class 10 contains 9731 members 
Mstep: Class 11 contains 7139 members 
Mstep: Class 12 contains 22462 members 
Mstep: Class 13 contains 475 members 
Mstep: Class 14 contains 22325 members 
Mstep: Class 15 contains 7888 members 
Mstep: Class 16 contains 599688 members 
Mstep: Class 17 contains 22243 members 
Mstep: Class 18 contains 38293 members 
Mstep: Class 19 contains 4685 members 
Mstep: Class 21 contains 12225 members 
Mstep: Class 22 contains 20516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 614.670776 but Gain 643.523438
Score: -50265068.000000 Penalty: 10939.895508
Iteration 19Q: 18 clusters Score -5.026507e+07 nChanged 17948
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 3 contains 10934 members 
Mstep: Class 4 contains 2868 members 
Mstep: Class 5 contains 6034 members 
Mstep: Class 7 contains 32521 members 
Mstep: Class 8 contains 15345 members 
Mstep: Class 9 contains 561092 members 
Mstep: Class 10 contains 9921 members 
Mstep: Class 11 contains 7392 members 
Mstep: Class 12 contains 22494 members 
Mstep: Class 14 contains 21978 members 
Mstep: Class 15 contains 7927 members 
Mstep: Class 16 contains 600732 members 
Mstep: Class 17 contains 21968 members 
Mstep: Class 18 contains 33813 members 
Mstep: Class 19 contains 5051 members 
Mstep: Class 21 contains 12380 members 
Mstep: Class 22 contains 15440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50276236.000000 Penalty: 10939.895508
Iteration 20F: 18 clusters Score -5.027624e+07 nChanged 16483
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 3 contains 10870 members 
Mstep: Class 4 contains 2975 members 
Mstep: Class 5 contains 6030 members 
Mstep: Class 7 contains 28354 members 
Mstep: Class 8 contains 15465 members 
Mstep: Class 9 contains 571662 members 
Mstep: Class 10 contains 10124 members 
Mstep: Class 11 contains 7897 members 
Mstep: Class 12 contains 22473 members 
Mstep: Class 14 contains 20963 members 
Mstep: Class 15 contains 7997 members 
Mstep: Class 16 contains 601168 members 
Mstep: Class 17 contains 21707 members 
Mstep: Class 18 contains 30176 members 
Mstep: Class 19 contains 6316 members 
Mstep: Class 21 contains 12507 members 
Mstep: Class 22 contains 11206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50285092.000000 Penalty: 10939.895508
Iteration 21Q: 18 clusters Score -5.028509e+07 nChanged 14851
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 3 contains 10825 members 
Mstep: Class 4 contains 3088 members 
Mstep: Class 5 contains 6026 members 
Mstep: Class 7 contains 24303 members 
Mstep: Class 8 contains 15584 members 
Mstep: Class 9 contains 580776 members 
Mstep: Class 10 contains 10313 members 
Mstep: Class 11 contains 8375 members 
Mstep: Class 12 contains 22439 members 
Mstep: Class 14 contains 19879 members 
Mstep: Class 15 contains 8080 members 
Mstep: Class 16 contains 601379 members 
Mstep: Class 17 contains 21456 members 
Mstep: Class 18 contains 27343 members 
Mstep: Class 19 contains 7593 members 
Mstep: Class 21 contains 12626 members 
Mstep: Class 22 contains 7805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50293196.000000 Penalty: 10939.895508
Iteration 22Q: 18 clusters Score -5.02932e+07 nChanged 13006
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 3 contains 10829 members 
Mstep: Class 4 contains 3182 members 
Mstep: Class 5 contains 6035 members 
Mstep: Class 7 contains 20661 members 
Mstep: Class 8 contains 15741 members 
Mstep: Class 9 contains 588068 members 
Mstep: Class 10 contains 10500 members 
Mstep: Class 11 contains 8872 members 
Mstep: Class 12 contains 22478 members 
Mstep: Class 14 contains 18745 members 
Mstep: Class 15 contains 8180 members 
Mstep: Class 16 contains 601313 members 
Mstep: Class 17 contains 21221 members 
Mstep: Class 18 contains 25028 members 
Mstep: Class 19 contains 8973 members 
Mstep: Class 21 contains 12760 members 
Mstep: Class 22 contains 5307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50300176.000000 Penalty: 10939.895508
Iteration 23Q: 18 clusters Score -5.030018e+07 nChanged 11511
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 3 contains 10891 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 6038 members 
Mstep: Class 7 contains 17567 members 
Mstep: Class 8 contains 15935 members 
Mstep: Class 9 contains 593876 members 
Mstep: Class 10 contains 10704 members 
Mstep: Class 11 contains 9390 members 
Mstep: Class 12 contains 22510 members 
Mstep: Class 14 contains 17659 members 
Mstep: Class 15 contains 8293 members 
Mstep: Class 16 contains 600987 members 
Mstep: Class 17 contains 20994 members 
Mstep: Class 18 contains 23091 members 
Mstep: Class 19 contains 10354 members 
Mstep: Class 21 contains 12861 members 
Mstep: Class 22 contains 3488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50306056.000000 Penalty: 10939.895508
Iteration 24Q: 18 clusters Score -5.030606e+07 nChanged 9929
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 3 contains 10983 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 6046 members 
Mstep: Class 7 contains 15119 members 
Mstep: Class 8 contains 16112 members 
Mstep: Class 9 contains 598242 members 
Mstep: Class 10 contains 10891 members 
Mstep: Class 11 contains 9929 members 
Mstep: Class 12 contains 22519 members 
Mstep: Class 14 contains 16744 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 600367 members 
Mstep: Class 17 contains 20810 members 
Mstep: Class 18 contains 21536 members 
Mstep: Class 19 contains 11696 members 
Mstep: Class 21 contains 12934 members 
Mstep: Class 22 contains 2216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50311228.000000 Penalty: 10939.895508
Iteration 25Q: 18 clusters Score -5.031123e+07 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 3 contains 11085 members 
Mstep: Class 4 contains 3432 members 
Mstep: Class 5 contains 6061 members 
Mstep: Class 7 contains 13278 members 
Mstep: Class 8 contains 16281 members 
Mstep: Class 9 contains 601451 members 
Mstep: Class 10 contains 11070 members 
Mstep: Class 11 contains 10466 members 
Mstep: Class 12 contains 22520 members 
Mstep: Class 14 contains 15978 members 
Mstep: Class 15 contains 8544 members 
Mstep: Class 16 contains 599701 members 
Mstep: Class 17 contains 20625 members 
Mstep: Class 18 contains 20140 members 
Mstep: Class 19 contains 12802 members 
Mstep: Class 21 contains 13021 members 
Mstep: Class 22 contains 1443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50315752.000000 Penalty: 10939.895508
Iteration 26Q: 18 clusters Score -5.031575e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 3 contains 11044 members 
Mstep: Class 4 contains 3514 members 
Mstep: Class 5 contains 6068 members 
Mstep: Class 7 contains 11962 members 
Mstep: Class 8 contains 16455 members 
Mstep: Class 9 contains 603660 members 
Mstep: Class 10 contains 11275 members 
Mstep: Class 11 contains 10977 members 
Mstep: Class 12 contains 22521 members 
Mstep: Class 14 contains 15486 members 
Mstep: Class 15 contains 8696 members 
Mstep: Class 16 contains 599025 members 
Mstep: Class 17 contains 20491 members 
Mstep: Class 18 contains 19032 members 
Mstep: Class 19 contains 13613 members 
Mstep: Class 21 contains 13092 members 
Mstep: Class 22 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50318848.000000 Penalty: 10939.895508
Iteration 27Q: 18 clusters Score -5.031885e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 3 contains 10857 members 
Mstep: Class 4 contains 3584 members 
Mstep: Class 5 contains 6058 members 
Mstep: Class 7 contains 10988 members 
Mstep: Class 8 contains 16621 members 
Mstep: Class 9 contains 605256 members 
Mstep: Class 10 contains 11456 members 
Mstep: Class 11 contains 11451 members 
Mstep: Class 12 contains 22557 members 
Mstep: Class 14 contains 15265 members 
Mstep: Class 15 contains 8832 members 
Mstep: Class 16 contains 598389 members 
Mstep: Class 17 contains 20396 members 
Mstep: Class 18 contains 18191 members 
Mstep: Class 19 contains 14161 members 
Mstep: Class 21 contains 13129 members 
Mstep: Class 22 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 505.539368 but Gain 643.523438
Score: -50320496.000000 Penalty: 10296.372070
Iteration 28Q: 17 clusters Score -5.03205e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 3 contains 10658 members 
Mstep: Class 4 contains 3634 members 
Mstep: Class 5 contains 6048 members 
Mstep: Class 7 contains 10309 members 
Mstep: Class 8 contains 16812 members 
Mstep: Class 9 contains 606860 members 
Mstep: Class 10 contains 11596 members 
Mstep: Class 11 contains 11897 members 
Mstep: Class 12 contains 22647 members 
Mstep: Class 14 contains 15135 members 
Mstep: Class 15 contains 8994 members 
Mstep: Class 16 contains 597695 members 
Mstep: Class 17 contains 20338 members 
Mstep: Class 18 contains 17533 members 
Mstep: Class 19 contains 14618 members 
Mstep: Class 21 contains 13123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50322020.000000 Penalty: 10296.372070
Iteration 29Q: 17 clusters Score -5.032202e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 3 contains 10495 members 
Mstep: Class 4 contains 3685 members 
Mstep: Class 5 contains 6040 members 
Mstep: Class 7 contains 9826 members 
Mstep: Class 8 contains 16957 members 
Mstep: Class 9 contains 607454 members 
Mstep: Class 10 contains 11756 members 
Mstep: Class 11 contains 12268 members 
Mstep: Class 12 contains 22712 members 
Mstep: Class 14 contains 15069 members 
Mstep: Class 15 contains 9181 members 
Mstep: Class 16 contains 597072 members 
Mstep: Class 17 contains 20310 members 
Mstep: Class 18 contains 16961 members 
Mstep: Class 19 contains 14997 members 
Mstep: Class 21 contains 13114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50322848.000000 Penalty: 10296.372070
Iteration 30Q: 17 clusters Score -5.032285e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 3 contains 10358 members 
Mstep: Class 4 contains 3714 members 
Mstep: Class 5 contains 6035 members 
Mstep: Class 7 contains 9465 members 
Mstep: Class 8 contains 17098 members 
Mstep: Class 9 contains 607844 members 
Mstep: Class 10 contains 11919 members 
Mstep: Class 11 contains 12577 members 
Mstep: Class 12 contains 22739 members 
Mstep: Class 14 contains 15029 members 
Mstep: Class 15 contains 9318 members 
Mstep: Class 16 contains 596532 members 
Mstep: Class 17 contains 20296 members 
Mstep: Class 18 contains 16520 members 
Mstep: Class 19 contains 15326 members 
Mstep: Class 21 contains 13126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50323276.000000 Penalty: 10296.372070
Iteration 31Q: 17 clusters Score -5.032328e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 3 contains 10229 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 6026 members 
Mstep: Class 7 contains 9227 members 
Mstep: Class 8 contains 17234 members 
Mstep: Class 9 contains 608085 members 
Mstep: Class 10 contains 12069 members 
Mstep: Class 11 contains 12846 members 
Mstep: Class 12 contains 22748 members 
Mstep: Class 14 contains 14979 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 595985 members 
Mstep: Class 17 contains 20276 members 
Mstep: Class 18 contains 16212 members 
Mstep: Class 19 contains 15653 members 
Mstep: Class 21 contains 13153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50323660.000000 Penalty: 10296.372070
Iteration 32Q: 17 clusters Score -5.032366e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 3 contains 10130 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 6015 members 
Mstep: Class 7 contains 9070 members 
Mstep: Class 8 contains 17348 members 
Mstep: Class 9 contains 608230 members 
Mstep: Class 10 contains 12213 members 
Mstep: Class 11 contains 13047 members 
Mstep: Class 12 contains 22752 members 
Mstep: Class 14 contains 14955 members 
Mstep: Class 15 contains 9535 members 
Mstep: Class 16 contains 595521 members 
Mstep: Class 17 contains 20291 members 
Mstep: Class 18 contains 15915 members 
Mstep: Class 19 contains 15934 members 
Mstep: Class 21 contains 13175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50323532.000000 Penalty: 10296.372070
Iteration 33Q: 17 clusters Score -5.032353e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 3 contains 10079 members 
Mstep: Class 4 contains 3788 members 
Mstep: Class 5 contains 6015 members 
Mstep: Class 7 contains 8979 members 
Mstep: Class 8 contains 17459 members 
Mstep: Class 9 contains 608258 members 
Mstep: Class 10 contains 12363 members 
Mstep: Class 11 contains 13210 members 
Mstep: Class 12 contains 22745 members 
Mstep: Class 14 contains 14936 members 
Mstep: Class 15 contains 9612 members 
Mstep: Class 16 contains 595148 members 
Mstep: Class 17 contains 20306 members 
Mstep: Class 18 contains 15650 members 
Mstep: Class 19 contains 16154 members 
Mstep: Class 21 contains 13194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50323480.000000 Penalty: 10296.372070
Iteration 34Q: 17 clusters Score -5.032348e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 3 contains 10034 members 
Mstep: Class 4 contains 3807 members 
Mstep: Class 5 contains 6006 members 
Mstep: Class 7 contains 8920 members 
Mstep: Class 8 contains 17590 members 
Mstep: Class 9 contains 608285 members 
Mstep: Class 10 contains 12523 members 
Mstep: Class 11 contains 13318 members 
Mstep: Class 12 contains 22678 members 
Mstep: Class 14 contains 14922 members 
Mstep: Class 15 contains 9699 members 
Mstep: Class 16 contains 594868 members 
Mstep: Class 17 contains 20288 members 
Mstep: Class 18 contains 15398 members 
Mstep: Class 19 contains 16343 members 
Mstep: Class 21 contains 13217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50323584.000000 Penalty: 10296.372070
Iteration 35Q: 17 clusters Score -5.032358e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 3 contains 9997 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 7 contains 8871 members 
Mstep: Class 8 contains 17696 members 
Mstep: Class 9 contains 608297 members 
Mstep: Class 10 contains 12636 members 
Mstep: Class 11 contains 13416 members 
Mstep: Class 12 contains 22623 members 
Mstep: Class 14 contains 14916 members 
Mstep: Class 15 contains 9787 members 
Mstep: Class 16 contains 594607 members 
Mstep: Class 17 contains 20278 members 
Mstep: Class 18 contains 15207 members 
Mstep: Class 19 contains 16505 members 
Mstep: Class 21 contains 13253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50323964.000000 Penalty: 10296.372070
Iteration 36Q: 17 clusters Score -5.032396e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 3 contains 9957 members 
Mstep: Class 4 contains 3823 members 
Mstep: Class 5 contains 5985 members 
Mstep: Class 7 contains 8837 members 
Mstep: Class 8 contains 17786 members 
Mstep: Class 9 contains 608336 members 
Mstep: Class 10 contains 12741 members 
Mstep: Class 11 contains 13491 members 
Mstep: Class 12 contains 22567 members 
Mstep: Class 14 contains 14908 members 
Mstep: Class 15 contains 9859 members 
Mstep: Class 16 contains 594397 members 
Mstep: Class 17 contains 20263 members 
Mstep: Class 18 contains 15050 members 
Mstep: Class 19 contains 16616 members 
Mstep: Class 21 contains 13279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50324004.000000 Penalty: 10296.372070
Iteration 37Q: 17 clusters Score -5.0324e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 3 contains 9919 members 
Mstep: Class 4 contains 3833 members 
Mstep: Class 5 contains 5969 members 
Mstep: Class 7 contains 8793 members 
Mstep: Class 8 contains 17867 members 
Mstep: Class 9 contains 608341 members 
Mstep: Class 10 contains 12846 members 
Mstep: Class 11 contains 13549 members 
Mstep: Class 12 contains 22510 members 
Mstep: Class 14 contains 14908 members 
Mstep: Class 15 contains 9934 members 
Mstep: Class 16 contains 594222 members 
Mstep: Class 17 contains 20263 members 
Mstep: Class 18 contains 14926 members 
Mstep: Class 19 contains 16717 members 
Mstep: Class 21 contains 13298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50324032.000000 Penalty: 10296.372070
Iteration 38Q: 17 clusters Score -5.032403e+07 nChanged 1135
Entering ConstructFrom: 
Score: -50324032.000000 Penalty: 10296.372070
Entering ConstructFrom: 
Trying to split cluster 3 (9884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Entering Unmasked Estep 
Score: -341430.062500 Penalty: 418.539581
	Iteration 0F: 2 clusters Score -341430.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -334917.218750 Penalty: 837.079163
	Iteration 0F: 3 clusters Score -334917.2 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -338920.281250 Penalty: 837.079163
	Iteration 1F: 3 clusters Score -338920.3 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -340094.968750 Penalty: 837.079163
	Iteration 2F: 3 clusters Score -340095 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -340828.250000 Penalty: 837.079163
	Iteration 3F: 3 clusters Score -340828.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -341291.812500 Penalty: 837.079163
	Iteration 4F: 3 clusters Score -341291.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -341562.000000 Penalty: 837.079163
	Iteration 5Q: 3 clusters Score -341562 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -341687.187500 Penalty: 837.079163
	Iteration 6Q: 3 clusters Score -341687.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -341762.406250 Penalty: 837.079163
	Iteration 7Q: 3 clusters Score -341762.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -341826.843750 Penalty: 837.079163
	Iteration 8Q: 3 clusters Score -341826.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -341894.375000 Penalty: 837.079163
	Iteration 9Q: 3 clusters Score -341894.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -341949.218750 Penalty: 837.079163
	Iteration 10Q: 3 clusters Score -341949.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -341984.156250 Penalty: 837.079163
	Iteration 11Q: 3 clusters Score -341984.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -341998.593750 Penalty: 837.079163
	Iteration 12Q: 3 clusters Score -341998.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -342015.593750 Penalty: 837.079163
	Iteration 13Q: 3 clusters Score -342015.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -342026.406250 Penalty: 837.079163
	Iteration 14Q: 3 clusters Score -342026.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -342036.156250 Penalty: 837.079163
	Iteration 15Q: 3 clusters Score -342036.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -342044.250000 Penalty: 837.079163
	Iteration 16Q: 3 clusters Score -342044.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -342058.875000 Penalty: 837.079163
	Iteration 17Q: 3 clusters Score -342058.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -342070.062500 Penalty: 837.079163
	Iteration 18Q: 3 clusters Score -342070.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -342078.468750 Penalty: 837.079163
	Iteration 19Q: 3 clusters Score -342078.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -342083.250000 Penalty: 837.079163
	Iteration 20F: 3 clusters Score -342083.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -342088.687500 Penalty: 837.079163
	Iteration 21Q: 3 clusters Score -342088.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -342092.781250 Penalty: 837.079163
	Iteration 22Q: 3 clusters Score -342092.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -342097.125000 Penalty: 837.079163
	Iteration 23Q: 3 clusters Score -342097.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -342099.312500 Penalty: 837.079163
	Iteration 24Q: 3 clusters Score -342099.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -342100.531250 Penalty: 837.079163
	Iteration 25Q: 3 clusters Score -342100.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -342100.562500 Penalty: 837.079163
	Iteration 26Q: 3 clusters Score -342100.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -342100.656250 Penalty: 837.079163
	Iteration 27Q: 3 clusters Score -342100.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -342100.843750 Penalty: 837.079163
	Iteration 28Q: 3 clusters Score -342100.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -342100.968750 Penalty: 837.079163
	Iteration 29Q: 3 clusters Score -342101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -342100.968750 Penalty: 837.079163
	Iteration 30F: 3 clusters Score -342101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 3 contains 8791 members 
Mstep: Class 4 contains 3842 members 
Mstep: Class 5 contains 5963 members 
Mstep: Class 7 contains 8756 members 
Mstep: Class 8 contains 17937 members 
Mstep: Class 9 contains 608340 members 
Mstep: Class 10 contains 12949 members 
Mstep: Class 11 contains 13608 members 
Mstep: Class 12 contains 22425 members 
Mstep: Class 14 contains 14905 members 
Mstep: Class 15 contains 10016 members 
Mstep: Class 16 contains 594049 members 
Mstep: Class 17 contains 20272 members 
Mstep: Class 18 contains 14832 members 
Mstep: Class 19 contains 16807 members 
Mstep: Class 21 contains 13310 members 
Entering Unmasked Estep 
Score: -50324408.000000 Penalty: 10939.895508
Splitting cluster 3 changes total score from -50324032.000000 to -50324408.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (3842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Entering Unmasked Estep 
Score: -135908.812500 Penalty: 375.545532
	Iteration 0F: 2 clusters Score -135908.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -133291.250000 Penalty: 751.091064
	Iteration 0F: 3 clusters Score -133291.2 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -134341.875000 Penalty: 751.091064
	Iteration 1F: 3 clusters Score -134341.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -134486.593750 Penalty: 751.091064
	Iteration 2F: 3 clusters Score -134486.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -134620.359375 Penalty: 751.091064
	Iteration 3F: 3 clusters Score -134620.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -134797.593750 Penalty: 751.091064
	Iteration 4F: 3 clusters Score -134797.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -135020.578125 Penalty: 751.091064
	Iteration 5F: 3 clusters Score -135020.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -135264.000000 Penalty: 751.091064
	Iteration 6F: 3 clusters Score -135264 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -135460.656250 Penalty: 751.091064
	Iteration 7F: 3 clusters Score -135460.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -135563.406250 Penalty: 751.091064
	Iteration 8Q: 3 clusters Score -135563.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -135604.890625 Penalty: 751.091064
	Iteration 9Q: 3 clusters Score -135604.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -135636.156250 Penalty: 751.091064
	Iteration 10Q: 3 clusters Score -135636.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -135658.015625 Penalty: 751.091064
	Iteration 11Q: 3 clusters Score -135658 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -135673.140625 Penalty: 751.091064
	Iteration 12Q: 3 clusters Score -135673.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -135682.765625 Penalty: 751.091064
	Iteration 13Q: 3 clusters Score -135682.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -135690.453125 Penalty: 751.091064
	Iteration 14Q: 3 clusters Score -135690.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -135695.421875 Penalty: 751.091064
	Iteration 15Q: 3 clusters Score -135695.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -135700.828125 Penalty: 751.091064
	Iteration 16Q: 3 clusters Score -135700.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -135714.312500 Penalty: 751.091064
	Iteration 17Q: 3 clusters Score -135714.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -135735.921875 Penalty: 751.091064
	Iteration 18Q: 3 clusters Score -135735.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -135752.828125 Penalty: 751.091064
	Iteration 19Q: 3 clusters Score -135752.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -135766.546875 Penalty: 751.091064
	Iteration 20F: 3 clusters Score -135766.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -135775.500000 Penalty: 751.091064
	Iteration 21Q: 3 clusters Score -135775.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -135781.359375 Penalty: 751.091064
	Iteration 22Q: 3 clusters Score -135781.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -135785.312500 Penalty: 751.091064
	Iteration 23Q: 3 clusters Score -135785.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -135793.328125 Penalty: 751.091064
	Iteration 24Q: 3 clusters Score -135793.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -135798.125000 Penalty: 751.091064
	Iteration 25Q: 3 clusters Score -135798.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -135801.546875 Penalty: 751.091064
	Iteration 26Q: 3 clusters Score -135801.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -135808.218750 Penalty: 751.091064
	Iteration 27Q: 3 clusters Score -135808.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -135813.156250 Penalty: 751.091064
	Iteration 28Q: 3 clusters Score -135813.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -135816.921875 Penalty: 751.091064
	Iteration 29Q: 3 clusters Score -135816.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -135822.234375 Penalty: 751.091064
	Iteration 30Q: 3 clusters Score -135822.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -135825.750000 Penalty: 751.091064
	Iteration 31Q: 3 clusters Score -135825.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -135828.390625 Penalty: 751.091064
	Iteration 32Q: 3 clusters Score -135828.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -135830.859375 Penalty: 751.091064
	Iteration 33Q: 3 clusters Score -135830.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -135832.593750 Penalty: 751.091064
	Iteration 34Q: 3 clusters Score -135832.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -135833.656250 Penalty: 751.091064
	Iteration 35Q: 3 clusters Score -135833.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -135834.015625 Penalty: 751.091064
	Iteration 36Q: 3 clusters Score -135834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -135834.046875 Penalty: 751.091064
	Iteration 37Q: 3 clusters Score -135834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -135833.984375 Penalty: 751.091064
	Iteration 38Q: 3 clusters Score -135834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -135834.203125 Penalty: 751.091064
	Iteration 39Q: 3 clusters Score -135834.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -135834.437500 Penalty: 751.091064
	Iteration 40F: 3 clusters Score -135834.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -135835.609375 Penalty: 751.091064
	Iteration 41Q: 3 clusters Score -135835.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -135835.890625 Penalty: 751.091064
	Iteration 42Q: 3 clusters Score -135835.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -135836.078125 Penalty: 751.091064
	Iteration 43Q: 3 clusters Score -135836.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -135836.156250 Penalty: 751.091064
	Iteration 44Q: 3 clusters Score -135836.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -135836.312500 Penalty: 751.091064
	Iteration 45Q: 3 clusters Score -135836.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -135836.359375 Penalty: 751.091064
	Iteration 46Q: 3 clusters Score -135836.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -135836.359375 Penalty: 751.091064
	Iteration 47F: 3 clusters Score -135836.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Entering Unmasked Estep 
Score: -205991.390625 Penalty: 395.546448
	Iteration 0F: 2 clusters Score -205991.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -202004.812500 Penalty: 791.092896
	Iteration 0F: 3 clusters Score -202004.8 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -204273.421875 Penalty: 791.092896
	Iteration 1F: 3 clusters Score -204273.4 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -205002.546875 Penalty: 791.092896
	Iteration 2F: 3 clusters Score -205002.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -205297.953125 Penalty: 791.092896
	Iteration 3F: 3 clusters Score -205298 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -205422.234375 Penalty: 791.092896
	Iteration 4Q: 3 clusters Score -205422.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -205485.484375 Penalty: 791.092896
	Iteration 5Q: 3 clusters Score -205485.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -205528.390625 Penalty: 791.092896
	Iteration 6Q: 3 clusters Score -205528.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -205559.796875 Penalty: 791.092896
	Iteration 7Q: 3 clusters Score -205559.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -205583.500000 Penalty: 791.092896
	Iteration 8Q: 3 clusters Score -205583.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -205603.718750 Penalty: 791.092896
	Iteration 9Q: 3 clusters Score -205603.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -205631.750000 Penalty: 791.092896
	Iteration 10Q: 3 clusters Score -205631.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -205665.890625 Penalty: 791.092896
	Iteration 11Q: 3 clusters Score -205665.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -205705.734375 Penalty: 791.092896
	Iteration 12Q: 3 clusters Score -205705.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -205740.156250 Penalty: 791.092896
	Iteration 13Q: 3 clusters Score -205740.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -205770.921875 Penalty: 791.092896
	Iteration 14Q: 3 clusters Score -205770.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -205804.703125 Penalty: 791.092896
	Iteration 15Q: 3 clusters Score -205804.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -205829.218750 Penalty: 791.092896
	Iteration 16Q: 3 clusters Score -205829.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -205846.984375 Penalty: 791.092896
	Iteration 17Q: 3 clusters Score -205847 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -205866.156250 Penalty: 791.092896
	Iteration 18Q: 3 clusters Score -205866.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -205885.453125 Penalty: 791.092896
	Iteration 19Q: 3 clusters Score -205885.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -205903.281250 Penalty: 791.092896
	Iteration 20F: 3 clusters Score -205903.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -205913.234375 Penalty: 791.092896
	Iteration 21Q: 3 clusters Score -205913.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -205923.375000 Penalty: 791.092896
	Iteration 22Q: 3 clusters Score -205923.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -205932.578125 Penalty: 791.092896
	Iteration 23Q: 3 clusters Score -205932.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -205938.984375 Penalty: 791.092896
	Iteration 24Q: 3 clusters Score -205939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -205942.484375 Penalty: 791.092896
	Iteration 25Q: 3 clusters Score -205942.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -205944.765625 Penalty: 791.092896
	Iteration 26Q: 3 clusters Score -205944.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -205947.671875 Penalty: 791.092896
	Iteration 27Q: 3 clusters Score -205947.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -205949.390625 Penalty: 791.092896
	Iteration 28Q: 3 clusters Score -205949.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -205951.546875 Penalty: 791.092896
	Iteration 29Q: 3 clusters Score -205951.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -205957.062500 Penalty: 791.092896
	Iteration 30Q: 3 clusters Score -205957.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -205961.484375 Penalty: 791.092896
	Iteration 31Q: 3 clusters Score -205961.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -205962.687500 Penalty: 791.092896
	Iteration 32Q: 3 clusters Score -205962.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -205963.296875 Penalty: 791.092896
	Iteration 33Q: 3 clusters Score -205963.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -205963.265625 Penalty: 791.092896
	Iteration 34Q: 3 clusters Score -205963.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -205963.578125 Penalty: 791.092896
	Iteration 35Q: 3 clusters Score -205963.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -205963.312500 Penalty: 791.092896
	Iteration 36Q: 3 clusters Score -205963.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -205963.312500 Penalty: 791.092896
	Iteration 37F: 3 clusters Score -205963.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Entering Unmasked Estep 
Score: -338787.593750 Penalty: 413.026001
	Iteration 0F: 2 clusters Score -338787.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -332944.375000 Penalty: 826.052002
	Iteration 0F: 3 clusters Score -332944.4 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -335206.843750 Penalty: 826.052002
	Iteration 1F: 3 clusters Score -335206.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -335380.437500 Penalty: 826.052002
	Iteration 2F: 3 clusters Score -335380.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -335561.937500 Penalty: 826.052002
	Iteration 3Q: 3 clusters Score -335561.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -335779.875000 Penalty: 826.052002
	Iteration 4F: 3 clusters Score -335779.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -336060.812500 Penalty: 826.052002
	Iteration 5F: 3 clusters Score -336060.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -336405.281250 Penalty: 826.052002
	Iteration 6F: 3 clusters Score -336405.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -336833.312500 Penalty: 826.052002
	Iteration 7F: 3 clusters Score -336833.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -337340.906250 Penalty: 826.052002
	Iteration 8F: 3 clusters Score -337340.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -337739.375000 Penalty: 826.052002
	Iteration 9Q: 3 clusters Score -337739.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -337981.625000 Penalty: 826.052002
	Iteration 10Q: 3 clusters Score -337981.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -338106.375000 Penalty: 826.052002
	Iteration 11Q: 3 clusters Score -338106.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -338177.437500 Penalty: 826.052002
	Iteration 12Q: 3 clusters Score -338177.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -338223.843750 Penalty: 826.052002
	Iteration 13Q: 3 clusters Score -338223.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -338268.031250 Penalty: 826.052002
	Iteration 14Q: 3 clusters Score -338268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -338294.375000 Penalty: 826.052002
	Iteration 15Q: 3 clusters Score -338294.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -338316.343750 Penalty: 826.052002
	Iteration 16Q: 3 clusters Score -338316.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -338335.937500 Penalty: 826.052002
	Iteration 17Q: 3 clusters Score -338335.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -338351.468750 Penalty: 826.052002
	Iteration 18Q: 3 clusters Score -338351.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -338362.812500 Penalty: 826.052002
	Iteration 19Q: 3 clusters Score -338362.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -338367.750000 Penalty: 826.052002
	Iteration 20F: 3 clusters Score -338367.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -338374.750000 Penalty: 826.052002
	Iteration 21Q: 3 clusters Score -338374.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -338379.000000 Penalty: 826.052002
	Iteration 22Q: 3 clusters Score -338379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -338383.531250 Penalty: 826.052002
	Iteration 23Q: 3 clusters Score -338383.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -338385.843750 Penalty: 826.052002
	Iteration 24Q: 3 clusters Score -338385.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -338387.156250 Penalty: 826.052002
	Iteration 25Q: 3 clusters Score -338387.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -338389.000000 Penalty: 826.052002
	Iteration 26Q: 3 clusters Score -338389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -338392.250000 Penalty: 826.052002
	Iteration 27Q: 3 clusters Score -338392.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -338394.875000 Penalty: 826.052002
	Iteration 28Q: 3 clusters Score -338394.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -338396.437500 Penalty: 826.052002
	Iteration 29Q: 3 clusters Score -338396.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -338398.593750 Penalty: 826.052002
	Iteration 30Q: 3 clusters Score -338398.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -338399.531250 Penalty: 826.052002
	Iteration 31Q: 3 clusters Score -338399.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -338401.718750 Penalty: 826.052002
	Iteration 32Q: 3 clusters Score -338401.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -338402.218750 Penalty: 826.052002
	Iteration 33Q: 3 clusters Score -338402.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -338402.343750 Penalty: 826.052002
	Iteration 34Q: 3 clusters Score -338402.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -338402.281250 Penalty: 826.052002
	Iteration 35Q: 3 clusters Score -338402.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -338402.468750 Penalty: 826.052002
	Iteration 36Q: 3 clusters Score -338402.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -338402.468750 Penalty: 826.052002
	Iteration 37F: 3 clusters Score -338402.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Entering Unmasked Estep 
Score: -624053.812500 Penalty: 445.655243
	Iteration 0F: 2 clusters Score -624053.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -612262.250000 Penalty: 891.310486
	Iteration 0F: 3 clusters Score -612262.2 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -618125.250000 Penalty: 891.310486
	Iteration 1F: 3 clusters Score -618125.2 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -619030.312500 Penalty: 891.310486
	Iteration 2F: 3 clusters Score -619030.3 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -619824.187500 Penalty: 891.310486
	Iteration 3F: 3 clusters Score -619824.2 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -620448.562500 Penalty: 891.310486
	Iteration 4F: 3 clusters Score -620448.6 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -620937.937500 Penalty: 891.310486
	Iteration 5F: 3 clusters Score -620937.9 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -621385.437500 Penalty: 891.310486
	Iteration 6Q: 3 clusters Score -621385.4 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -621796.375000 Penalty: 891.310486
	Iteration 7Q: 3 clusters Score -621796.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -622177.000000 Penalty: 891.310486
	Iteration 8Q: 3 clusters Score -622177 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -622550.812500 Penalty: 891.310486
	Iteration 9Q: 3 clusters Score -622550.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -622893.937500 Penalty: 891.310486
	Iteration 10Q: 3 clusters Score -622893.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -623228.812500 Penalty: 891.310486
	Iteration 11Q: 3 clusters Score -623228.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -623623.687500 Penalty: 891.310486
	Iteration 12Q: 3 clusters Score -623623.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -624020.750000 Penalty: 891.310486
	Iteration 13Q: 3 clusters Score -624020.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -624266.937500 Penalty: 891.310486
	Iteration 14Q: 3 clusters Score -624266.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -624400.437500 Penalty: 891.310486
	Iteration 15Q: 3 clusters Score -624400.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -624442.875000 Penalty: 891.310486
	Iteration 16Q: 3 clusters Score -624442.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -624467.750000 Penalty: 891.310486
	Iteration 17Q: 3 clusters Score -624467.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -624486.750000 Penalty: 891.310486
	Iteration 18Q: 3 clusters Score -624486.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -624502.062500 Penalty: 891.310486
	Iteration 19Q: 3 clusters Score -624502.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -624514.500000 Penalty: 891.310486
	Iteration 20F: 3 clusters Score -624514.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -624523.062500 Penalty: 891.310486
	Iteration 21Q: 3 clusters Score -624523.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -624531.000000 Penalty: 891.310486
	Iteration 22Q: 3 clusters Score -624531 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -624539.437500 Penalty: 891.310486
	Iteration 23Q: 3 clusters Score -624539.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -624546.750000 Penalty: 891.310486
	Iteration 24Q: 3 clusters Score -624546.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -624548.187500 Penalty: 891.310486
	Iteration 25Q: 3 clusters Score -624548.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -624549.687500 Penalty: 891.310486
	Iteration 26Q: 3 clusters Score -624549.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -624552.187500 Penalty: 891.310486
	Iteration 27Q: 3 clusters Score -624552.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -624552.687500 Penalty: 891.310486
	Iteration 28Q: 3 clusters Score -624552.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -624551.937500 Penalty: 891.310486
	Iteration 29Q: 3 clusters Score -624551.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -624551.937500 Penalty: 891.310486
	Iteration 30F: 3 clusters Score -624551.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17290 members 
Mstep: Class 3 contains 8791 members 
Mstep: Class 4 contains 3842 members 
Mstep: Class 5 contains 5963 members 
Mstep: Class 7 contains 8756 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 608340 members 
Mstep: Class 10 contains 12949 members 
Mstep: Class 11 contains 13608 members 
Mstep: Class 12 contains 22425 members 
Mstep: Class 14 contains 14905 members 
Mstep: Class 15 contains 10016 members 
Mstep: Class 16 contains 594049 members 
Mstep: Class 17 contains 20272 members 
Mstep: Class 18 contains 14832 members 
Mstep: Class 19 contains 16807 members 
Mstep: Class 21 contains 13310 members 
Entering Unmasked Estep 
Score: -50324720.000000 Penalty: 11583.418945
Splitting cluster 8 changes total score from -50324032.000000 to -50324720.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 9 (608340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608340 members 
Entering Unmasked Estep 
Score: -22954846.000000 Penalty: 605.991272
	Iteration 0F: 2 clusters Score -2.295485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304977 members 
Mstep: Class 2 contains 303363 members 
Entering Unmasked Estep 
Score: -22543724.000000 Penalty: 1211.982544
	Iteration 0F: 3 clusters Score -2.254372e+07 nChanged 301323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345852 members 
Mstep: Class 2 contains 262488 members 
Entering Unmasked Estep 
Score: -22739436.000000 Penalty: 1211.982544
	Iteration 1F: 3 clusters Score -2.273944e+07 nChanged 31661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368489 members 
Mstep: Class 2 contains 239851 members 
Entering Unmasked Estep 
Score: -22756636.000000 Penalty: 1211.982544
	Iteration 2F: 3 clusters Score -2.275664e+07 nChanged 38363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400876 members 
Mstep: Class 2 contains 207464 members 
Entering Unmasked Estep 
Score: -22782448.000000 Penalty: 1211.982544
	Iteration 3F: 3 clusters Score -2.278245e+07 nChanged 44175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442581 members 
Mstep: Class 2 contains 165759 members 
Entering Unmasked Estep 
Score: -22816828.000000 Penalty: 1211.982544
	Iteration 4F: 3 clusters Score -2.281683e+07 nChanged 47383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489476 members 
Mstep: Class 2 contains 118864 members 
Entering Unmasked Estep 
Score: -22855746.000000 Penalty: 1211.982544
	Iteration 5F: 3 clusters Score -2.285575e+07 nChanged 43700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533160 members 
Mstep: Class 2 contains 75180 members 
Entering Unmasked Estep 
Score: -22892410.000000 Penalty: 1211.982544
	Iteration 6F: 3 clusters Score -2.289241e+07 nChanged 33813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566973 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -22920562.000000 Penalty: 1211.982544
	Iteration 7F: 3 clusters Score -2.292056e+07 nChanged 21627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588600 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -22938780.000000 Penalty: 1211.982544
	Iteration 8Q: 3 clusters Score -2.293878e+07 nChanged 11207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599807 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -22947658.000000 Penalty: 1211.982544
	Iteration 9Q: 3 clusters Score -2.294766e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604864 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -22951644.000000 Penalty: 1211.982544
	Iteration 10Q: 3 clusters Score -2.295164e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606874 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -22953278.000000 Penalty: 1211.982544
	Iteration 11Q: 3 clusters Score -2.295328e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607693 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -22953848.000000 Penalty: 1211.982544
	Iteration 12Q: 3 clusters Score -2.295385e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608011 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -22954068.000000 Penalty: 1211.982544
	Iteration 13Q: 3 clusters Score -2.295407e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608130 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -22954170.000000 Penalty: 1211.982544
	Iteration 14Q: 3 clusters Score -2.295417e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608176 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22954228.000000 Penalty: 1211.982544
	Iteration 15Q: 3 clusters Score -2.295423e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608197 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22954256.000000 Penalty: 1211.982544
	Iteration 16Q: 3 clusters Score -2.295426e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608202 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22954292.000000 Penalty: 1211.982544
	Iteration 17Q: 3 clusters Score -2.295429e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608203 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22954304.000000 Penalty: 1211.982544
	Iteration 18Q: 3 clusters Score -2.29543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608204 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22954300.000000 Penalty: 1211.982544
	Iteration 19Q: 3 clusters Score -2.29543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608205 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22954290.000000 Penalty: 1211.982544
	Iteration 20F: 3 clusters Score -2.295429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608204 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22954280.000000 Penalty: 1211.982544
	Iteration 21Q: 3 clusters Score -2.295428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608203 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22954288.000000 Penalty: 1211.982544
	Iteration 22Q: 3 clusters Score -2.295429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608204 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22954286.000000 Penalty: 1211.982544
	Iteration 23Q: 3 clusters Score -2.295429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608205 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22954284.000000 Penalty: 1211.982544
	Iteration 24Q: 3 clusters Score -2.295428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608206 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22954280.000000 Penalty: 1211.982544
	Iteration 25Q: 3 clusters Score -2.295428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608206 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22954280.000000 Penalty: 1211.982544
	Iteration 26F: 3 clusters Score -2.295428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Entering Unmasked Estep 
Score: -450686.562500 Penalty: 430.829224
	Iteration 0F: 2 clusters Score -450686.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -442138.218750 Penalty: 861.658447
	Iteration 0F: 3 clusters Score -442138.2 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -445960.062500 Penalty: 861.658447
	Iteration 1F: 3 clusters Score -445960.1 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -446541.281250 Penalty: 861.658447
	Iteration 2F: 3 clusters Score -446541.3 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -447317.031250 Penalty: 861.658447
	Iteration 3F: 3 clusters Score -447317 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -448069.062500 Penalty: 861.658447
	Iteration 4F: 3 clusters Score -448069.1 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -448756.468750 Penalty: 861.658447
	Iteration 5F: 3 clusters Score -448756.5 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -449366.187500 Penalty: 861.658447
	Iteration 6F: 3 clusters Score -449366.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -449778.687500 Penalty: 861.658447
	Iteration 7Q: 3 clusters Score -449778.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -450010.031250 Penalty: 861.658447
	Iteration 8Q: 3 clusters Score -450010 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -450150.968750 Penalty: 861.658447
	Iteration 9Q: 3 clusters Score -450151 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -450267.875000 Penalty: 861.658447
	Iteration 10Q: 3 clusters Score -450267.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -450377.500000 Penalty: 861.658447
	Iteration 11Q: 3 clusters Score -450377.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -450486.812500 Penalty: 861.658447
	Iteration 12Q: 3 clusters Score -450486.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -450592.625000 Penalty: 861.658447
	Iteration 13Q: 3 clusters Score -450592.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -450681.125000 Penalty: 861.658447
	Iteration 14Q: 3 clusters Score -450681.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -450761.187500 Penalty: 861.658447
	Iteration 15Q: 3 clusters Score -450761.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -450830.312500 Penalty: 861.658447
	Iteration 16Q: 3 clusters Score -450830.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -450877.781250 Penalty: 861.658447
	Iteration 17Q: 3 clusters Score -450877.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -450916.843750 Penalty: 861.658447
	Iteration 18Q: 3 clusters Score -450916.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -450951.781250 Penalty: 861.658447
	Iteration 19Q: 3 clusters Score -450951.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -450982.187500 Penalty: 861.658447
	Iteration 20F: 3 clusters Score -450982.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -451012.125000 Penalty: 861.658447
	Iteration 21Q: 3 clusters Score -451012.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -451035.062500 Penalty: 861.658447
	Iteration 22Q: 3 clusters Score -451035.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -451051.718750 Penalty: 861.658447
	Iteration 23Q: 3 clusters Score -451051.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -451062.718750 Penalty: 861.658447
	Iteration 24Q: 3 clusters Score -451062.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -451071.375000 Penalty: 861.658447
	Iteration 25Q: 3 clusters Score -451071.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -451078.156250 Penalty: 861.658447
	Iteration 26Q: 3 clusters Score -451078.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -451083.593750 Penalty: 861.658447
	Iteration 27Q: 3 clusters Score -451083.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -451087.625000 Penalty: 861.658447
	Iteration 28Q: 3 clusters Score -451087.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -451089.937500 Penalty: 861.658447
	Iteration 29Q: 3 clusters Score -451089.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -451090.750000 Penalty: 861.658447
	Iteration 30Q: 3 clusters Score -451090.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -451091.406250 Penalty: 861.658447
	Iteration 31Q: 3 clusters Score -451091.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -451093.812500 Penalty: 861.658447
	Iteration 32Q: 3 clusters Score -451093.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -451096.531250 Penalty: 861.658447
	Iteration 33Q: 3 clusters Score -451096.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -451099.000000 Penalty: 861.658447
	Iteration 34Q: 3 clusters Score -451099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -451102.781250 Penalty: 861.658447
	Iteration 35Q: 3 clusters Score -451102.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -451104.343750 Penalty: 861.658447
	Iteration 36Q: 3 clusters Score -451104.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -451106.625000 Penalty: 861.658447
	Iteration 37Q: 3 clusters Score -451106.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -451108.625000 Penalty: 861.658447
	Iteration 38Q: 3 clusters Score -451108.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -451112.968750 Penalty: 861.658447
	Iteration 39Q: 3 clusters Score -451113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -451115.031250 Penalty: 861.658447
	Iteration 40F: 3 clusters Score -451115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -451117.562500 Penalty: 861.658447
	Iteration 41Q: 3 clusters Score -451117.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -451119.687500 Penalty: 861.658447
	Iteration 42Q: 3 clusters Score -451119.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -451122.218750 Penalty: 861.658447
	Iteration 43Q: 3 clusters Score -451122.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -451121.156250 Penalty: 861.658447
	Iteration 44Q: 3 clusters Score -451121.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -451123.468750 Penalty: 861.658447
	Iteration 45Q: 3 clusters Score -451123.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -451125.125000 Penalty: 861.658447
	Iteration 46Q: 3 clusters Score -451125.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -451127.687500 Penalty: 861.658447
	Iteration 47Q: 3 clusters Score -451127.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -451127.000000 Penalty: 861.658447
	Iteration 48Q: 3 clusters Score -451127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -451128.125000 Penalty: 861.658447
	Iteration 49Q: 3 clusters Score -451128.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -451129.781250 Penalty: 861.658447
	Iteration 50Q: 3 clusters Score -451129.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -451130.687500 Penalty: 861.658447
	Iteration 51Q: 3 clusters Score -451130.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -451130.125000 Penalty: 861.658447
	Iteration 52Q: 3 clusters Score -451130.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -451131.156250 Penalty: 861.658447
	Iteration 53Q: 3 clusters Score -451131.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -451133.562500 Penalty: 861.658447
	Iteration 54Q: 3 clusters Score -451133.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -451134.156250 Penalty: 861.658447
	Iteration 55Q: 3 clusters Score -451134.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -451135.812500 Penalty: 861.658447
	Iteration 56Q: 3 clusters Score -451135.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -451135.375000 Penalty: 861.658447
	Iteration 57Q: 3 clusters Score -451135.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -451135.656250 Penalty: 861.658447
	Iteration 58Q: 3 clusters Score -451135.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -451135.562500 Penalty: 861.658447
	Iteration 59Q: 3 clusters Score -451135.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -451135.750000 Penalty: 861.658447
	Iteration 60F: 3 clusters Score -451135.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -451136.843750 Penalty: 861.658447
	Iteration 61Q: 3 clusters Score -451136.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -451136.531250 Penalty: 861.658447
	Iteration 62Q: 3 clusters Score -451136.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -451138.062500 Penalty: 861.658447
	Iteration 63Q: 3 clusters Score -451138.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -451138.437500 Penalty: 861.658447
	Iteration 64Q: 3 clusters Score -451138.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -451136.812500 Penalty: 861.658447
	Iteration 65Q: 3 clusters Score -451136.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -451138.250000 Penalty: 861.658447
	Iteration 66Q: 3 clusters Score -451138.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -451137.656250 Penalty: 861.658447
	Iteration 67Q: 3 clusters Score -451137.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -451137.375000 Penalty: 861.658447
	Iteration 68Q: 3 clusters Score -451137.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -451136.781250 Penalty: 861.658447
	Iteration 69Q: 3 clusters Score -451136.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -451137.437500 Penalty: 861.658447
	Iteration 70Q: 3 clusters Score -451137.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -451138.062500 Penalty: 861.658447
	Iteration 71Q: 3 clusters Score -451138.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -451137.375000 Penalty: 861.658447
	Iteration 72Q: 3 clusters Score -451137.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -451137.281250 Penalty: 861.658447
	Iteration 73Q: 3 clusters Score -451137.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -451136.218750 Penalty: 861.658447
	Iteration 74Q: 3 clusters Score -451136.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -451136.343750 Penalty: 861.658447
	Iteration 75Q: 3 clusters Score -451136.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -451135.500000 Penalty: 861.658447
	Iteration 76Q: 3 clusters Score -451135.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -451135.218750 Penalty: 861.658447
	Iteration 77Q: 3 clusters Score -451135.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -451136.062500 Penalty: 861.658447
	Iteration 78Q: 3 clusters Score -451136.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -451135.562500 Penalty: 861.658447
	Iteration 79Q: 3 clusters Score -451135.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -451136.062500 Penalty: 861.658447
	Iteration 80F: 3 clusters Score -451136.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -451135.812500 Penalty: 861.658447
	Iteration 81Q: 3 clusters Score -451135.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -451136.093750 Penalty: 861.658447
	Iteration 82Q: 3 clusters Score -451136.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -451136.093750 Penalty: 861.658447
	Iteration 83F: 3 clusters Score -451136.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17290 members 
Mstep: Class 3 contains 8791 members 
Mstep: Class 4 contains 3842 members 
Mstep: Class 5 contains 5963 members 
Mstep: Class 6 contains 5091 members 
Mstep: Class 7 contains 8756 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 608340 members 
Mstep: Class 10 contains 7858 members 
Mstep: Class 11 contains 13608 members 
Mstep: Class 12 contains 22425 members 
Mstep: Class 14 contains 14905 members 
Mstep: Class 15 contains 10016 members 
Mstep: Class 16 contains 594049 members 
Mstep: Class 17 contains 20272 members 
Mstep: Class 18 contains 14832 members 
Mstep: Class 19 contains 16807 members 
Mstep: Class 21 contains 13310 members 
Entering Unmasked Estep 
Score: -50325048.000000 Penalty: 12226.942383
Splitting cluster 10 changes total score from -50324032.000000 to -50325048.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 11 (13608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Entering Unmasked Estep 
Score: -496207.781250 Penalty: 433.087830
	Iteration 0F: 2 clusters Score -496207.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -487198.218750 Penalty: 866.175659
	Iteration 0F: 3 clusters Score -487198.2 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -491666.906250 Penalty: 866.175659
	Iteration 1F: 3 clusters Score -491666.9 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -492426.968750 Penalty: 866.175659
	Iteration 2F: 3 clusters Score -492427 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -493202.437500 Penalty: 866.175659
	Iteration 3F: 3 clusters Score -493202.4 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -493870.843750 Penalty: 866.175659
	Iteration 4F: 3 clusters Score -493870.8 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -494448.187500 Penalty: 866.175659
	Iteration 5F: 3 clusters Score -494448.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -494847.406250 Penalty: 866.175659
	Iteration 6Q: 3 clusters Score -494847.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -495204.843750 Penalty: 866.175659
	Iteration 7Q: 3 clusters Score -495204.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -495487.250000 Penalty: 866.175659
	Iteration 8Q: 3 clusters Score -495487.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -495660.093750 Penalty: 866.175659
	Iteration 9Q: 3 clusters Score -495660.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -495801.843750 Penalty: 866.175659
	Iteration 10Q: 3 clusters Score -495801.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -495956.468750 Penalty: 866.175659
	Iteration 11Q: 3 clusters Score -495956.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -496092.500000 Penalty: 866.175659
	Iteration 12Q: 3 clusters Score -496092.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -496188.843750 Penalty: 866.175659
	Iteration 13Q: 3 clusters Score -496188.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -496244.968750 Penalty: 866.175659
	Iteration 14Q: 3 clusters Score -496245 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -496285.281250 Penalty: 866.175659
	Iteration 15Q: 3 clusters Score -496285.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -496314.968750 Penalty: 866.175659
	Iteration 16Q: 3 clusters Score -496315 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -496341.187500 Penalty: 866.175659
	Iteration 17Q: 3 clusters Score -496341.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -496362.031250 Penalty: 866.175659
	Iteration 18Q: 3 clusters Score -496362 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -496376.937500 Penalty: 866.175659
	Iteration 19Q: 3 clusters Score -496376.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -496404.000000 Penalty: 866.175659
	Iteration 20F: 3 clusters Score -496404 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -496431.343750 Penalty: 866.175659
	Iteration 21Q: 3 clusters Score -496431.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -496453.062500 Penalty: 866.175659
	Iteration 22Q: 3 clusters Score -496453.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -496470.312500 Penalty: 866.175659
	Iteration 23Q: 3 clusters Score -496470.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -496482.000000 Penalty: 866.175659
	Iteration 24Q: 3 clusters Score -496482 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -496493.843750 Penalty: 866.175659
	Iteration 25Q: 3 clusters Score -496493.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -496500.500000 Penalty: 866.175659
	Iteration 26Q: 3 clusters Score -496500.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -496507.531250 Penalty: 866.175659
	Iteration 27Q: 3 clusters Score -496507.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -496511.593750 Penalty: 866.175659
	Iteration 28Q: 3 clusters Score -496511.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -496517.250000 Penalty: 866.175659
	Iteration 29Q: 3 clusters Score -496517.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -496520.593750 Penalty: 866.175659
	Iteration 30Q: 3 clusters Score -496520.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -496524.406250 Penalty: 866.175659
	Iteration 31Q: 3 clusters Score -496524.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -496526.687500 Penalty: 866.175659
	Iteration 32Q: 3 clusters Score -496526.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -496529.312500 Penalty: 866.175659
	Iteration 33Q: 3 clusters Score -496529.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -496531.218750 Penalty: 866.175659
	Iteration 34Q: 3 clusters Score -496531.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -496531.937500 Penalty: 866.175659
	Iteration 35Q: 3 clusters Score -496531.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -496532.000000 Penalty: 866.175659
	Iteration 36Q: 3 clusters Score -496532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -496532.000000 Penalty: 866.175659
	Iteration 37Q: 3 clusters Score -496532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -496532.375000 Penalty: 866.175659
	Iteration 38Q: 3 clusters Score -496532.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -496532.000000 Penalty: 866.175659
	Iteration 39Q: 3 clusters Score -496532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -496532.093750 Penalty: 866.175659
	Iteration 40F: 3 clusters Score -496532.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -496532.062500 Penalty: 866.175659
	Iteration 41Q: 3 clusters Score -496532.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -496532.062500 Penalty: 866.175659
	Iteration 42F: 3 clusters Score -496532.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17290 members 
Mstep: Class 3 contains 8791 members 
Mstep: Class 4 contains 3842 members 
Mstep: Class 5 contains 5963 members 
Mstep: Class 6 contains 5091 members 
Mstep: Class 7 contains 8756 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 608340 members 
Mstep: Class 10 contains 7858 members 
Mstep: Class 11 contains 12844 members 
Mstep: Class 12 contains 22425 members 
Mstep: Class 13 contains 764 members 
Mstep: Class 14 contains 14905 members 
Mstep: Class 15 contains 10016 members 
Mstep: Class 16 contains 594049 members 
Mstep: Class 17 contains 20272 members 
Mstep: Class 18 contains 14832 members 
Mstep: Class 19 contains 16807 members 
Mstep: Class 21 contains 13310 members 
Entering Unmasked Estep 
Score: -50325212.000000 Penalty: 12870.465820
Splitting cluster 11 changes total score from -50324032.000000 to -50325212.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 12 (22425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Entering Unmasked Estep 
Score: -775007.062500 Penalty: 455.815918
	Iteration 0F: 2 clusters Score -775007.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -760035.375000 Penalty: 911.631836
	Iteration 0F: 3 clusters Score -760035.4 nChanged 10734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -767023.937500 Penalty: 911.631836
	Iteration 1F: 3 clusters Score -767023.9 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -768082.875000 Penalty: 911.631836
	Iteration 2F: 3 clusters Score -768082.9 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -769192.125000 Penalty: 911.631836
	Iteration 3F: 3 clusters Score -769192.1 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -770317.687500 Penalty: 911.631836
	Iteration 4F: 3 clusters Score -770317.7 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -771475.875000 Penalty: 911.631836
	Iteration 5F: 3 clusters Score -771475.9 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -772670.375000 Penalty: 911.631836
	Iteration 6F: 3 clusters Score -772670.4 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -773752.500000 Penalty: 911.631836
	Iteration 7F: 3 clusters Score -773752.5 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -774731.562500 Penalty: 911.631836
	Iteration 8Q: 3 clusters Score -774731.6 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -775673.875000 Penalty: 911.631836
	Iteration 9Q: 3 clusters Score -775673.9 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -776420.187500 Penalty: 911.631836
	Iteration 10Q: 3 clusters Score -776420.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -777190.812500 Penalty: 911.631836
	Iteration 11Q: 3 clusters Score -777190.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -777875.062500 Penalty: 911.631836
	Iteration 12Q: 3 clusters Score -777875.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -778301.437500 Penalty: 911.631836
	Iteration 13Q: 3 clusters Score -778301.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -778509.687500 Penalty: 911.631836
	Iteration 14Q: 3 clusters Score -778509.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -778617.937500 Penalty: 911.631836
	Iteration 15Q: 3 clusters Score -778617.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -778690.562500 Penalty: 911.631836
	Iteration 16Q: 3 clusters Score -778690.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -778738.375000 Penalty: 911.631836
	Iteration 17Q: 3 clusters Score -778738.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -778771.875000 Penalty: 911.631836
	Iteration 18Q: 3 clusters Score -778771.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -778795.000000 Penalty: 911.631836
	Iteration 19Q: 3 clusters Score -778795 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -778888.312500 Penalty: 911.631836
	Iteration 20F: 3 clusters Score -778888.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -778922.062500 Penalty: 911.631836
	Iteration 21Q: 3 clusters Score -778922.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -778940.125000 Penalty: 911.631836
	Iteration 22Q: 3 clusters Score -778940.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -778950.937500 Penalty: 911.631836
	Iteration 23Q: 3 clusters Score -778950.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -778963.062500 Penalty: 911.631836
	Iteration 24Q: 3 clusters Score -778963.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -778968.062500 Penalty: 911.631836
	Iteration 25Q: 3 clusters Score -778968.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -778971.562500 Penalty: 911.631836
	Iteration 26Q: 3 clusters Score -778971.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -778972.375000 Penalty: 911.631836
	Iteration 27Q: 3 clusters Score -778972.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -778972.937500 Penalty: 911.631836
	Iteration 28Q: 3 clusters Score -778972.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -778975.500000 Penalty: 911.631836
	Iteration 29Q: 3 clusters Score -778975.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -778978.750000 Penalty: 911.631836
	Iteration 30Q: 3 clusters Score -778978.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -778978.437500 Penalty: 911.631836
	Iteration 31Q: 3 clusters Score -778978.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -778976.937500 Penalty: 911.631836
	Iteration 32Q: 3 clusters Score -778976.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -778980.000000 Penalty: 911.631836
	Iteration 33Q: 3 clusters Score -778980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -778981.125000 Penalty: 911.631836
	Iteration 34Q: 3 clusters Score -778981.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -778983.375000 Penalty: 911.631836
	Iteration 35Q: 3 clusters Score -778983.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -778984.375000 Penalty: 911.631836
	Iteration 36Q: 3 clusters Score -778984.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -778986.125000 Penalty: 911.631836
	Iteration 37Q: 3 clusters Score -778986.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -778987.312500 Penalty: 911.631836
	Iteration 38Q: 3 clusters Score -778987.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -778988.500000 Penalty: 911.631836
	Iteration 39Q: 3 clusters Score -778988.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -778987.937500 Penalty: 911.631836
	Iteration 40F: 3 clusters Score -778987.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -778988.312500 Penalty: 911.631836
	Iteration 41Q: 3 clusters Score -778988.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -778988.687500 Penalty: 911.631836
	Iteration 42Q: 3 clusters Score -778988.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -778988.500000 Penalty: 911.631836
	Iteration 43Q: 3 clusters Score -778988.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -778988.500000 Penalty: 911.631836
	Iteration 44F: 3 clusters Score -778988.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17290 members 
Mstep: Class 3 contains 8791 members 
Mstep: Class 4 contains 3842 members 
Mstep: Class 5 contains 5963 members 
Mstep: Class 6 contains 5091 members 
Mstep: Class 7 contains 8756 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 608340 members 
Mstep: Class 10 contains 7858 members 
Mstep: Class 11 contains 12844 members 
Mstep: Class 12 contains 5647 members 
Mstep: Class 13 contains 764 members 
Mstep: Class 14 contains 14905 members 
Mstep: Class 15 contains 10016 members 
Mstep: Class 16 contains 594049 members 
Mstep: Class 17 contains 20272 members 
Mstep: Class 18 contains 14832 members 
Mstep: Class 19 contains 16807 members 
Mstep: Class 20 contains 16778 members 
Mstep: Class 21 contains 13310 members 
Entering Unmasked Estep 
Score: -50329148.000000 Penalty: 13513.989258
Splitting cluster 12 changes total score from -50324032.000000 to -50329148.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 14 (14905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Entering Unmasked Estep 
Score: -517435.000000 Penalty: 437.230072
	Iteration 0F: 2 clusters Score -517435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -507547.593750 Penalty: 874.460144
	Iteration 0F: 3 clusters Score -507547.6 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -513239.000000 Penalty: 874.460144
	Iteration 1F: 3 clusters Score -513239 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -514775.281250 Penalty: 874.460144
	Iteration 2F: 3 clusters Score -514775.3 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -516170.843750 Penalty: 874.460144
	Iteration 3F: 3 clusters Score -516170.8 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -517358.406250 Penalty: 874.460144
	Iteration 4F: 3 clusters Score -517358.4 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -518574.406250 Penalty: 874.460144
	Iteration 5F: 3 clusters Score -518574.4 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -519596.875000 Penalty: 874.460144
	Iteration 6Q: 3 clusters Score -519596.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -519837.031250 Penalty: 874.460144
	Iteration 7Q: 3 clusters Score -519837 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -519919.687500 Penalty: 874.460144
	Iteration 8Q: 3 clusters Score -519919.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -519946.625000 Penalty: 874.460144
	Iteration 9Q: 3 clusters Score -519946.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -519963.406250 Penalty: 874.460144
	Iteration 10Q: 3 clusters Score -519963.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -519970.968750 Penalty: 874.460144
	Iteration 11Q: 3 clusters Score -519971 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -519976.750000 Penalty: 874.460144
	Iteration 12Q: 3 clusters Score -519976.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -519980.593750 Penalty: 874.460144
	Iteration 13Q: 3 clusters Score -519980.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -519984.843750 Penalty: 874.460144
	Iteration 14Q: 3 clusters Score -519984.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -519986.843750 Penalty: 874.460144
	Iteration 15Q: 3 clusters Score -519986.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -519988.718750 Penalty: 874.460144
	Iteration 16Q: 3 clusters Score -519988.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -519992.156250 Penalty: 874.460144
	Iteration 17Q: 3 clusters Score -519992.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -519993.312500 Penalty: 874.460144
	Iteration 18Q: 3 clusters Score -519993.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -519995.875000 Penalty: 874.460144
	Iteration 19Q: 3 clusters Score -519995.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -519996.312500 Penalty: 874.460144
	Iteration 20F: 3 clusters Score -519996.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -519996.531250 Penalty: 874.460144
	Iteration 21Q: 3 clusters Score -519996.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -519995.906250 Penalty: 874.460144
	Iteration 22Q: 3 clusters Score -519995.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -519995.437500 Penalty: 874.460144
	Iteration 23Q: 3 clusters Score -519995.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -519996.687500 Penalty: 874.460144
	Iteration 24Q: 3 clusters Score -519996.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -519998.093750 Penalty: 874.460144
	Iteration 25Q: 3 clusters Score -519998.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -519998.000000 Penalty: 874.460144
	Iteration 26Q: 3 clusters Score -519998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -519998.531250 Penalty: 874.460144
	Iteration 27Q: 3 clusters Score -519998.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -519997.750000 Penalty: 874.460144
	Iteration 28Q: 3 clusters Score -519997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -519998.406250 Penalty: 874.460144
	Iteration 29Q: 3 clusters Score -519998.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -519997.062500 Penalty: 874.460144
	Iteration 30Q: 3 clusters Score -519997.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -519998.531250 Penalty: 874.460144
	Iteration 31Q: 3 clusters Score -519998.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -519999.031250 Penalty: 874.460144
	Iteration 32Q: 3 clusters Score -519999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -519998.875000 Penalty: 874.460144
	Iteration 33Q: 3 clusters Score -519998.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -519998.687500 Penalty: 874.460144
	Iteration 34Q: 3 clusters Score -519998.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -519998.687500 Penalty: 874.460144
	Iteration 35F: 3 clusters Score -519998.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17290 members 
Mstep: Class 3 contains 8791 members 
Mstep: Class 4 contains 3842 members 
Mstep: Class 5 contains 5963 members 
Mstep: Class 6 contains 5091 members 
Mstep: Class 7 contains 8756 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 608340 members 
Mstep: Class 10 contains 7858 members 
Mstep: Class 11 contains 12844 members 
Mstep: Class 12 contains 5647 members 
Mstep: Class 13 contains 764 members 
Mstep: Class 14 contains 4063 members 
Mstep: Class 15 contains 10016 members 
Mstep: Class 16 contains 594049 members 
Mstep: Class 17 contains 20272 members 
Mstep: Class 18 contains 14832 members 
Mstep: Class 19 contains 16807 members 
Mstep: Class 20 contains 16778 members 
Mstep: Class 21 contains 13310 members 
Mstep: Class 22 contains 10842 members 
Entering Unmasked Estep 
Score: -50331652.000000 Penalty: 14157.511719
Splitting cluster 14 changes total score from -50324032.000000 to -50331652.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 15 (10016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Entering Unmasked Estep 
Score: -358700.687500 Penalty: 419.143219
	Iteration 0F: 2 clusters Score -358700.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -352063.937500 Penalty: 838.286438
	Iteration 0F: 3 clusters Score -352063.9 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -355108.968750 Penalty: 838.286438
	Iteration 1F: 3 clusters Score -355109 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -355597.937500 Penalty: 838.286438
	Iteration 2F: 3 clusters Score -355597.9 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -356163.125000 Penalty: 838.286438
	Iteration 3F: 3 clusters Score -356163.1 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -356698.937500 Penalty: 838.286438
	Iteration 4F: 3 clusters Score -356698.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -357113.812500 Penalty: 838.286438
	Iteration 5F: 3 clusters Score -357113.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -357354.406250 Penalty: 838.286438
	Iteration 6Q: 3 clusters Score -357354.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -357478.343750 Penalty: 838.286438
	Iteration 7Q: 3 clusters Score -357478.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -357543.406250 Penalty: 838.286438
	Iteration 8Q: 3 clusters Score -357543.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -357589.781250 Penalty: 838.286438
	Iteration 9Q: 3 clusters Score -357589.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -357635.500000 Penalty: 838.286438
	Iteration 10Q: 3 clusters Score -357635.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -357682.562500 Penalty: 838.286438
	Iteration 11Q: 3 clusters Score -357682.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -357722.812500 Penalty: 838.286438
	Iteration 12Q: 3 clusters Score -357722.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -357762.250000 Penalty: 838.286438
	Iteration 13Q: 3 clusters Score -357762.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -357797.250000 Penalty: 838.286438
	Iteration 14Q: 3 clusters Score -357797.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -357833.531250 Penalty: 838.286438
	Iteration 15Q: 3 clusters Score -357833.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -357860.562500 Penalty: 838.286438
	Iteration 16Q: 3 clusters Score -357860.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -357885.500000 Penalty: 838.286438
	Iteration 17Q: 3 clusters Score -357885.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -357906.937500 Penalty: 838.286438
	Iteration 18Q: 3 clusters Score -357906.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -357931.187500 Penalty: 838.286438
	Iteration 19Q: 3 clusters Score -357931.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -357955.312500 Penalty: 838.286438
	Iteration 20F: 3 clusters Score -357955.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -357979.437500 Penalty: 838.286438
	Iteration 21Q: 3 clusters Score -357979.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -357998.156250 Penalty: 838.286438
	Iteration 22Q: 3 clusters Score -357998.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -358015.531250 Penalty: 838.286438
	Iteration 23Q: 3 clusters Score -358015.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -358031.812500 Penalty: 838.286438
	Iteration 24Q: 3 clusters Score -358031.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -358048.562500 Penalty: 838.286438
	Iteration 25Q: 3 clusters Score -358048.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -358063.656250 Penalty: 838.286438
	Iteration 26Q: 3 clusters Score -358063.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -358081.375000 Penalty: 838.286438
	Iteration 27Q: 3 clusters Score -358081.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -358101.156250 Penalty: 838.286438
	Iteration 28Q: 3 clusters Score -358101.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -358132.906250 Penalty: 838.286438
	Iteration 29Q: 3 clusters Score -358132.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -358170.281250 Penalty: 838.286438
	Iteration 30Q: 3 clusters Score -358170.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -358199.531250 Penalty: 838.286438
	Iteration 31Q: 3 clusters Score -358199.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -358224.062500 Penalty: 838.286438
	Iteration 32Q: 3 clusters Score -358224.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -358243.062500 Penalty: 838.286438
	Iteration 33Q: 3 clusters Score -358243.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -358264.781250 Penalty: 838.286438
	Iteration 34Q: 3 clusters Score -358264.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -358283.937500 Penalty: 838.286438
	Iteration 35Q: 3 clusters Score -358283.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -358305.218750 Penalty: 838.286438
	Iteration 36Q: 3 clusters Score -358305.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -358324.281250 Penalty: 838.286438
	Iteration 37Q: 3 clusters Score -358324.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -358340.250000 Penalty: 838.286438
	Iteration 38Q: 3 clusters Score -358340.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -358350.562500 Penalty: 838.286438
	Iteration 39Q: 3 clusters Score -358350.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -358360.125000 Penalty: 838.286438
	Iteration 40F: 3 clusters Score -358360.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -358367.281250 Penalty: 838.286438
	Iteration 41Q: 3 clusters Score -358367.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -358378.187500 Penalty: 838.286438
	Iteration 42Q: 3 clusters Score -358378.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -358385.187500 Penalty: 838.286438
	Iteration 43Q: 3 clusters Score -358385.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -358394.312500 Penalty: 838.286438
	Iteration 44Q: 3 clusters Score -358394.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -358400.562500 Penalty: 838.286438
	Iteration 45Q: 3 clusters Score -358400.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -358405.750000 Penalty: 838.286438
	Iteration 46Q: 3 clusters Score -358405.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -358412.968750 Penalty: 838.286438
	Iteration 47Q: 3 clusters Score -358413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -358419.000000 Penalty: 838.286438
	Iteration 48Q: 3 clusters Score -358419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -358424.562500 Penalty: 838.286438
	Iteration 49Q: 3 clusters Score -358424.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -358428.843750 Penalty: 838.286438
	Iteration 50Q: 3 clusters Score -358428.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -358433.125000 Penalty: 838.286438
	Iteration 51Q: 3 clusters Score -358433.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -358436.187500 Penalty: 838.286438
	Iteration 52Q: 3 clusters Score -358436.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -358440.156250 Penalty: 838.286438
	Iteration 53Q: 3 clusters Score -358440.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -358444.281250 Penalty: 838.286438
	Iteration 54Q: 3 clusters Score -358444.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -358448.156250 Penalty: 838.286438
	Iteration 55Q: 3 clusters Score -358448.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -358451.156250 Penalty: 838.286438
	Iteration 56Q: 3 clusters Score -358451.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -358452.812500 Penalty: 838.286438
	Iteration 57Q: 3 clusters Score -358452.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -358454.000000 Penalty: 838.286438
	Iteration 58Q: 3 clusters Score -358454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -358454.625000 Penalty: 838.286438
	Iteration 59Q: 3 clusters Score -358454.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -358454.562500 Penalty: 838.286438
	Iteration 60F: 3 clusters Score -358454.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -358454.968750 Penalty: 838.286438
	Iteration 61Q: 3 clusters Score -358455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -358454.968750 Penalty: 838.286438
	Iteration 62F: 3 clusters Score -358455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (594049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594049 members 
Entering Unmasked Estep 
Score: -22748814.000000 Penalty: 604.909607
	Iteration 0F: 2 clusters Score -2.274881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297458 members 
Mstep: Class 2 contains 296591 members 
Entering Unmasked Estep 
Score: -22364032.000000 Penalty: 1209.819214
	Iteration 0F: 3 clusters Score -2.236403e+07 nChanged 294653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332017 members 
Mstep: Class 2 contains 262032 members 
Entering Unmasked Estep 
Score: -22549268.000000 Penalty: 1209.819214
	Iteration 1F: 3 clusters Score -2.254927e+07 nChanged 33479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360330 members 
Mstep: Class 2 contains 233719 members 
Entering Unmasked Estep 
Score: -22563402.000000 Penalty: 1209.819214
	Iteration 2F: 3 clusters Score -2.25634e+07 nChanged 47060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402952 members 
Mstep: Class 2 contains 191097 members 
Entering Unmasked Estep 
Score: -22586512.000000 Penalty: 1209.819214
	Iteration 3F: 3 clusters Score -2.258651e+07 nChanged 54630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453532 members 
Mstep: Class 2 contains 140517 members 
Entering Unmasked Estep 
Score: -22615120.000000 Penalty: 1209.819214
	Iteration 4F: 3 clusters Score -2.261512e+07 nChanged 48527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499091 members 
Mstep: Class 2 contains 94958 members 
Entering Unmasked Estep 
Score: -22648856.000000 Penalty: 1209.819214
	Iteration 5F: 3 clusters Score -2.264886e+07 nChanged 36728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534355 members 
Mstep: Class 2 contains 59694 members 
Entering Unmasked Estep 
Score: -22679724.000000 Penalty: 1209.819214
	Iteration 6F: 3 clusters Score -2.267972e+07 nChanged 25501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559382 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -22703628.000000 Penalty: 1209.819214
	Iteration 7Q: 3 clusters Score -2.270363e+07 nChanged 16215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575449 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -22720234.000000 Penalty: 1209.819214
	Iteration 8Q: 3 clusters Score -2.272023e+07 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584666 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -22730450.000000 Penalty: 1209.819214
	Iteration 9Q: 3 clusters Score -2.273045e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589221 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -22739972.000000 Penalty: 1209.819214
	Iteration 10Q: 3 clusters Score -2.273997e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591298 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -22744270.000000 Penalty: 1209.819214
	Iteration 11Q: 3 clusters Score -2.274427e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592148 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -22745958.000000 Penalty: 1209.819214
	Iteration 12Q: 3 clusters Score -2.274596e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592422 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -22746782.000000 Penalty: 1209.819214
	Iteration 13Q: 3 clusters Score -2.274678e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592434 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -22747192.000000 Penalty: 1209.819214
	Iteration 14Q: 3 clusters Score -2.274719e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592312 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -22747366.000000 Penalty: 1209.819214
	Iteration 15Q: 3 clusters Score -2.274737e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592183 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -22747386.000000 Penalty: 1209.819214
	Iteration 16Q: 3 clusters Score -2.274739e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592033 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -22747418.000000 Penalty: 1209.819214
	Iteration 17Q: 3 clusters Score -2.274742e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591902 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -22747394.000000 Penalty: 1209.819214
	Iteration 18Q: 3 clusters Score -2.274739e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591771 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -22747340.000000 Penalty: 1209.819214
	Iteration 19Q: 3 clusters Score -2.274734e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591650 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -22747240.000000 Penalty: 1209.819214
	Iteration 20F: 3 clusters Score -2.274724e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591539 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -22747204.000000 Penalty: 1209.819214
	Iteration 21Q: 3 clusters Score -2.27472e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591452 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -22747138.000000 Penalty: 1209.819214
	Iteration 22Q: 3 clusters Score -2.274714e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591367 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -22747090.000000 Penalty: 1209.819214
	Iteration 23Q: 3 clusters Score -2.274709e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591280 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -22747082.000000 Penalty: 1209.819214
	Iteration 24Q: 3 clusters Score -2.274708e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591203 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -22747024.000000 Penalty: 1209.819214
	Iteration 25Q: 3 clusters Score -2.274702e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591131 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -22746988.000000 Penalty: 1209.819214
	Iteration 26Q: 3 clusters Score -2.274699e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591078 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -22746984.000000 Penalty: 1209.819214
	Iteration 27Q: 3 clusters Score -2.274698e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591022 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -22747004.000000 Penalty: 1209.819214
	Iteration 28Q: 3 clusters Score -2.2747e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590965 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -22746974.000000 Penalty: 1209.819214
	Iteration 29Q: 3 clusters Score -2.274697e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590906 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -22746950.000000 Penalty: 1209.819214
	Iteration 30Q: 3 clusters Score -2.274695e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590874 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -22746958.000000 Penalty: 1209.819214
	Iteration 31Q: 3 clusters Score -2.274696e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590860 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -22746950.000000 Penalty: 1209.819214
	Iteration 32Q: 3 clusters Score -2.274695e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590842 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -22746950.000000 Penalty: 1209.819214
	Iteration 33Q: 3 clusters Score -2.274695e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590810 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -22746960.000000 Penalty: 1209.819214
	Iteration 34Q: 3 clusters Score -2.274696e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590788 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -22746904.000000 Penalty: 1209.819214
	Iteration 35Q: 3 clusters Score -2.27469e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590771 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -22746908.000000 Penalty: 1209.819214
	Iteration 36Q: 3 clusters Score -2.274691e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590752 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -22746896.000000 Penalty: 1209.819214
	Iteration 37Q: 3 clusters Score -2.27469e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590736 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -22746886.000000 Penalty: 1209.819214
	Iteration 38Q: 3 clusters Score -2.274689e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590717 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -22746882.000000 Penalty: 1209.819214
	Iteration 39Q: 3 clusters Score -2.274688e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590705 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -22746876.000000 Penalty: 1209.819214
	Iteration 40F: 3 clusters Score -2.274688e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590681 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -22746860.000000 Penalty: 1209.819214
	Iteration 41Q: 3 clusters Score -2.274686e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590660 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -22746848.000000 Penalty: 1209.819214
	Iteration 42Q: 3 clusters Score -2.274685e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590648 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -22746842.000000 Penalty: 1209.819214
	Iteration 43Q: 3 clusters Score -2.274684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590638 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -22746834.000000 Penalty: 1209.819214
	Iteration 44Q: 3 clusters Score -2.274683e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590623 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -22746806.000000 Penalty: 1209.819214
	Iteration 45Q: 3 clusters Score -2.274681e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590602 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -22746774.000000 Penalty: 1209.819214
	Iteration 46Q: 3 clusters Score -2.274677e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590587 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -22746770.000000 Penalty: 1209.819214
	Iteration 47Q: 3 clusters Score -2.274677e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590576 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -22746790.000000 Penalty: 1209.819214
	Iteration 48Q: 3 clusters Score -2.274679e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590557 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -22746760.000000 Penalty: 1209.819214
	Iteration 49Q: 3 clusters Score -2.274676e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590546 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -22746724.000000 Penalty: 1209.819214
	Iteration 50Q: 3 clusters Score -2.274672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590538 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -22746710.000000 Penalty: 1209.819214
	Iteration 51Q: 3 clusters Score -2.274671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590525 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -22746704.000000 Penalty: 1209.819214
	Iteration 52Q: 3 clusters Score -2.27467e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590518 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -22746670.000000 Penalty: 1209.819214
	Iteration 53Q: 3 clusters Score -2.274667e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590512 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -22746684.000000 Penalty: 1209.819214
	Iteration 54Q: 3 clusters Score -2.274668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590500 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -22746650.000000 Penalty: 1209.819214
	Iteration 55Q: 3 clusters Score -2.274665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590488 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -22746638.000000 Penalty: 1209.819214
	Iteration 56Q: 3 clusters Score -2.274664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590480 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -22746640.000000 Penalty: 1209.819214
	Iteration 57Q: 3 clusters Score -2.274664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590477 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -22746638.000000 Penalty: 1209.819214
	Iteration 58Q: 3 clusters Score -2.274664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590480 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -22746648.000000 Penalty: 1209.819214
	Iteration 59Q: 3 clusters Score -2.274665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590479 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -22746654.000000 Penalty: 1209.819214
	Iteration 60F: 3 clusters Score -2.274665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590479 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -22746642.000000 Penalty: 1209.819214
	Iteration 61Q: 3 clusters Score -2.274664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590477 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -22746650.000000 Penalty: 1209.819214
	Iteration 62Q: 3 clusters Score -2.274665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590478 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -22746658.000000 Penalty: 1209.819214
	Iteration 63Q: 3 clusters Score -2.274666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590479 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -22746660.000000 Penalty: 1209.819214
	Iteration 64Q: 3 clusters Score -2.274666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590481 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -22746660.000000 Penalty: 1209.819214
	Iteration 65Q: 3 clusters Score -2.274666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590481 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -22746660.000000 Penalty: 1209.819214
	Iteration 66F: 3 clusters Score -2.274666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Entering Unmasked Estep 
Score: -701856.625000 Penalty: 451.223328
	Iteration 0F: 2 clusters Score -701856.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -688501.812500 Penalty: 902.446655
	Iteration 0F: 3 clusters Score -688501.8 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -694727.750000 Penalty: 902.446655
	Iteration 1F: 3 clusters Score -694727.8 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -695719.000000 Penalty: 902.446655
	Iteration 2F: 3 clusters Score -695719 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -697296.375000 Penalty: 902.446655
	Iteration 3F: 3 clusters Score -697296.4 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -699261.125000 Penalty: 902.446655
	Iteration 4F: 3 clusters Score -699261.1 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -700507.187500 Penalty: 902.446655
	Iteration 5F: 3 clusters Score -700507.2 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -701332.875000 Penalty: 902.446655
	Iteration 6F: 3 clusters Score -701332.9 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -702010.062500 Penalty: 902.446655
	Iteration 7Q: 3 clusters Score -702010.1 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -702495.062500 Penalty: 902.446655
	Iteration 8Q: 3 clusters Score -702495.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -702911.750000 Penalty: 902.446655
	Iteration 9Q: 3 clusters Score -702911.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -703242.562500 Penalty: 902.446655
	Iteration 10Q: 3 clusters Score -703242.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -703498.687500 Penalty: 902.446655
	Iteration 11Q: 3 clusters Score -703498.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -703727.750000 Penalty: 902.446655
	Iteration 12Q: 3 clusters Score -703727.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -703958.875000 Penalty: 902.446655
	Iteration 13Q: 3 clusters Score -703958.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -704100.937500 Penalty: 902.446655
	Iteration 14Q: 3 clusters Score -704100.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -704199.812500 Penalty: 902.446655
	Iteration 15Q: 3 clusters Score -704199.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -704257.500000 Penalty: 902.446655
	Iteration 16Q: 3 clusters Score -704257.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -704289.562500 Penalty: 902.446655
	Iteration 17Q: 3 clusters Score -704289.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -704319.250000 Penalty: 902.446655
	Iteration 18Q: 3 clusters Score -704319.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -704327.562500 Penalty: 902.446655
	Iteration 19Q: 3 clusters Score -704327.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -704331.375000 Penalty: 902.446655
	Iteration 20F: 3 clusters Score -704331.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -704331.687500 Penalty: 902.446655
	Iteration 21Q: 3 clusters Score -704331.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -704332.812500 Penalty: 902.446655
	Iteration 22Q: 3 clusters Score -704332.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -704332.812500 Penalty: 902.446655
	Iteration 23F: 3 clusters Score -704332.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17290 members 
Mstep: Class 3 contains 8791 members 
Mstep: Class 4 contains 3842 members 
Mstep: Class 5 contains 5963 members 
Mstep: Class 6 contains 5091 members 
Mstep: Class 7 contains 8756 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 608340 members 
Mstep: Class 10 contains 7858 members 
Mstep: Class 11 contains 12844 members 
Mstep: Class 12 contains 5647 members 
Mstep: Class 13 contains 764 members 
Mstep: Class 14 contains 4063 members 
Mstep: Class 15 contains 10016 members 
Mstep: Class 16 contains 594049 members 
Mstep: Class 17 contains 19543 members 
Mstep: Class 18 contains 14832 members 
Mstep: Class 19 contains 16807 members 
Mstep: Class 20 contains 16778 members 
Mstep: Class 21 contains 13310 members 
Mstep: Class 22 contains 10842 members 
Mstep: Class 23 contains 729 members 
Entering Unmasked Estep 
Score: -50334108.000000 Penalty: 14801.035156
Splitting cluster 17 changes total score from -50324032.000000 to -50334108.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 18 (14832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Entering Unmasked Estep 
Score: -486345.343750 Penalty: 437.006683
	Iteration 0F: 2 clusters Score -486345.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -476470.000000 Penalty: 874.013367
	Iteration 0F: 3 clusters Score -476470 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -481054.281250 Penalty: 874.013367
	Iteration 1F: 3 clusters Score -481054.3 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -481790.593750 Penalty: 874.013367
	Iteration 2F: 3 clusters Score -481790.6 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -482725.156250 Penalty: 874.013367
	Iteration 3F: 3 clusters Score -482725.2 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -483671.750000 Penalty: 874.013367
	Iteration 4F: 3 clusters Score -483671.8 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -484526.156250 Penalty: 874.013367
	Iteration 5F: 3 clusters Score -484526.2 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -485073.062500 Penalty: 874.013367
	Iteration 6F: 3 clusters Score -485073.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -485454.875000 Penalty: 874.013367
	Iteration 7Q: 3 clusters Score -485454.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -485786.000000 Penalty: 874.013367
	Iteration 8Q: 3 clusters Score -485786 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -486098.093750 Penalty: 874.013367
	Iteration 9Q: 3 clusters Score -486098.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -486428.312500 Penalty: 874.013367
	Iteration 10Q: 3 clusters Score -486428.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -486739.000000 Penalty: 874.013367
	Iteration 11Q: 3 clusters Score -486739 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -487008.156250 Penalty: 874.013367
	Iteration 12Q: 3 clusters Score -487008.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -487202.375000 Penalty: 874.013367
	Iteration 13Q: 3 clusters Score -487202.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -487317.750000 Penalty: 874.013367
	Iteration 14Q: 3 clusters Score -487317.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -487376.031250 Penalty: 874.013367
	Iteration 15Q: 3 clusters Score -487376 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -487410.125000 Penalty: 874.013367
	Iteration 16Q: 3 clusters Score -487410.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -487439.375000 Penalty: 874.013367
	Iteration 17Q: 3 clusters Score -487439.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -487457.187500 Penalty: 874.013367
	Iteration 18Q: 3 clusters Score -487457.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -487468.281250 Penalty: 874.013367
	Iteration 19Q: 3 clusters Score -487468.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -487486.062500 Penalty: 874.013367
	Iteration 20F: 3 clusters Score -487486.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -487499.656250 Penalty: 874.013367
	Iteration 21Q: 3 clusters Score -487499.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -487504.312500 Penalty: 874.013367
	Iteration 22Q: 3 clusters Score -487504.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -487509.937500 Penalty: 874.013367
	Iteration 23Q: 3 clusters Score -487509.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -487515.187500 Penalty: 874.013367
	Iteration 24Q: 3 clusters Score -487515.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -487518.093750 Penalty: 874.013367
	Iteration 25Q: 3 clusters Score -487518.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -487520.562500 Penalty: 874.013367
	Iteration 26Q: 3 clusters Score -487520.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -487521.000000 Penalty: 874.013367
	Iteration 27Q: 3 clusters Score -487521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -487520.531250 Penalty: 874.013367
	Iteration 28Q: 3 clusters Score -487520.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -487521.781250 Penalty: 874.013367
	Iteration 29Q: 3 clusters Score -487521.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -487521.406250 Penalty: 874.013367
	Iteration 30Q: 3 clusters Score -487521.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -487523.000000 Penalty: 874.013367
	Iteration 31Q: 3 clusters Score -487523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -487523.062500 Penalty: 874.013367
	Iteration 32Q: 3 clusters Score -487523.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -487523.468750 Penalty: 874.013367
	Iteration 33Q: 3 clusters Score -487523.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -487524.187500 Penalty: 874.013367
	Iteration 34Q: 3 clusters Score -487524.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -487524.000000 Penalty: 874.013367
	Iteration 35Q: 3 clusters Score -487524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -487523.968750 Penalty: 874.013367
	Iteration 36Q: 3 clusters Score -487524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -487523.937500 Penalty: 874.013367
	Iteration 37Q: 3 clusters Score -487523.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -487524.375000 Penalty: 874.013367
	Iteration 38Q: 3 clusters Score -487524.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -487524.156250 Penalty: 874.013367
	Iteration 39Q: 3 clusters Score -487524.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -487524.562500 Penalty: 874.013367
	Iteration 40F: 3 clusters Score -487524.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -487524.406250 Penalty: 874.013367
	Iteration 41Q: 3 clusters Score -487524.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -487525.781250 Penalty: 874.013367
	Iteration 42Q: 3 clusters Score -487525.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -487524.968750 Penalty: 874.013367
	Iteration 43Q: 3 clusters Score -487525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -487526.781250 Penalty: 874.013367
	Iteration 44Q: 3 clusters Score -487526.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -487525.718750 Penalty: 874.013367
	Iteration 45Q: 3 clusters Score -487525.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -487526.656250 Penalty: 874.013367
	Iteration 46Q: 3 clusters Score -487526.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -487528.125000 Penalty: 874.013367
	Iteration 47Q: 3 clusters Score -487528.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -487528.718750 Penalty: 874.013367
	Iteration 48Q: 3 clusters Score -487528.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -487529.125000 Penalty: 874.013367
	Iteration 49Q: 3 clusters Score -487529.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -487528.718750 Penalty: 874.013367
	Iteration 50Q: 3 clusters Score -487528.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -487529.156250 Penalty: 874.013367
	Iteration 51Q: 3 clusters Score -487529.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -487530.343750 Penalty: 874.013367
	Iteration 52Q: 3 clusters Score -487530.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -487529.125000 Penalty: 874.013367
	Iteration 53Q: 3 clusters Score -487529.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -487529.812500 Penalty: 874.013367
	Iteration 54Q: 3 clusters Score -487529.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -487529.906250 Penalty: 874.013367
	Iteration 55Q: 3 clusters Score -487529.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -487529.375000 Penalty: 874.013367
	Iteration 56Q: 3 clusters Score -487529.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -487529.656250 Penalty: 874.013367
	Iteration 57Q: 3 clusters Score -487529.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -487529.593750 Penalty: 874.013367
	Iteration 58Q: 3 clusters Score -487529.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -487529.781250 Penalty: 874.013367
	Iteration 59Q: 3 clusters Score -487529.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -487530.468750 Penalty: 874.013367
	Iteration 60F: 3 clusters Score -487530.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -487530.187500 Penalty: 874.013367
	Iteration 61Q: 3 clusters Score -487530.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -487529.906250 Penalty: 874.013367
	Iteration 62Q: 3 clusters Score -487529.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -487530.656250 Penalty: 874.013367
	Iteration 63Q: 3 clusters Score -487530.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -487529.843750 Penalty: 874.013367
	Iteration 64Q: 3 clusters Score -487529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -487530.781250 Penalty: 874.013367
	Iteration 65Q: 3 clusters Score -487530.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -487530.500000 Penalty: 874.013367
	Iteration 66Q: 3 clusters Score -487530.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -487530.156250 Penalty: 874.013367
	Iteration 67Q: 3 clusters Score -487530.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -487530.156250 Penalty: 874.013367
	Iteration 68F: 3 clusters Score -487530.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17290 members 
Mstep: Class 3 contains 8791 members 
Mstep: Class 4 contains 3842 members 
Mstep: Class 5 contains 5963 members 
Mstep: Class 6 contains 5091 members 
Mstep: Class 7 contains 8756 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 608340 members 
Mstep: Class 10 contains 7858 members 
Mstep: Class 11 contains 12844 members 
Mstep: Class 12 contains 5647 members 
Mstep: Class 13 contains 764 members 
Mstep: Class 14 contains 4063 members 
Mstep: Class 15 contains 10016 members 
Mstep: Class 16 contains 594049 members 
Mstep: Class 17 contains 19543 members 
Mstep: Class 18 contains 10315 members 
Mstep: Class 19 contains 16807 members 
Mstep: Class 20 contains 16778 members 
Mstep: Class 21 contains 13310 members 
Mstep: Class 22 contains 10842 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 4517 members 
Entering Unmasked Estep 
Score: -50335144.000000 Penalty: 15444.558594
Splitting cluster 18 changes total score from -50324032.000000 to -50335144.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (16807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Entering Unmasked Estep 
Score: -623620.500000 Penalty: 442.694550
	Iteration 0F: 2 clusters Score -623620.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -612549.687500 Penalty: 885.389099
	Iteration 0F: 3 clusters Score -612549.7 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -617770.562500 Penalty: 885.389099
	Iteration 1F: 3 clusters Score -617770.6 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -618548.437500 Penalty: 885.389099
	Iteration 2F: 3 clusters Score -618548.4 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -619406.625000 Penalty: 885.389099
	Iteration 3F: 3 clusters Score -619406.6 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -620225.187500 Penalty: 885.389099
	Iteration 4F: 3 clusters Score -620225.2 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -621018.312500 Penalty: 885.389099
	Iteration 5F: 3 clusters Score -621018.3 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -621642.562500 Penalty: 885.389099
	Iteration 6Q: 3 clusters Score -621642.6 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -622141.937500 Penalty: 885.389099
	Iteration 7Q: 3 clusters Score -622141.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -622512.750000 Penalty: 885.389099
	Iteration 8Q: 3 clusters Score -622512.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -622832.562500 Penalty: 885.389099
	Iteration 9Q: 3 clusters Score -622832.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -623126.375000 Penalty: 885.389099
	Iteration 10Q: 3 clusters Score -623126.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -623361.937500 Penalty: 885.389099
	Iteration 11Q: 3 clusters Score -623361.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -623519.437500 Penalty: 885.389099
	Iteration 12Q: 3 clusters Score -623519.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -623621.125000 Penalty: 885.389099
	Iteration 13Q: 3 clusters Score -623621.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -623687.375000 Penalty: 885.389099
	Iteration 14Q: 3 clusters Score -623687.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -623719.312500 Penalty: 885.389099
	Iteration 15Q: 3 clusters Score -623719.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -623736.500000 Penalty: 885.389099
	Iteration 16Q: 3 clusters Score -623736.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -623743.187500 Penalty: 885.389099
	Iteration 17Q: 3 clusters Score -623743.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -623747.937500 Penalty: 885.389099
	Iteration 18Q: 3 clusters Score -623747.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -623753.562500 Penalty: 885.389099
	Iteration 19Q: 3 clusters Score -623753.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -623753.937500 Penalty: 885.389099
	Iteration 20F: 3 clusters Score -623753.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -623756.875000 Penalty: 885.389099
	Iteration 21Q: 3 clusters Score -623756.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -623756.750000 Penalty: 885.389099
	Iteration 22Q: 3 clusters Score -623756.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -623759.312500 Penalty: 885.389099
	Iteration 23Q: 3 clusters Score -623759.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -623761.062500 Penalty: 885.389099
	Iteration 24Q: 3 clusters Score -623761.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -623759.937500 Penalty: 885.389099
	Iteration 25Q: 3 clusters Score -623759.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -623759.000000 Penalty: 885.389099
	Iteration 26Q: 3 clusters Score -623759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -623758.500000 Penalty: 885.389099
	Iteration 27Q: 3 clusters Score -623758.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -623758.875000 Penalty: 885.389099
	Iteration 28Q: 3 clusters Score -623758.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -623758.625000 Penalty: 885.389099
	Iteration 29Q: 3 clusters Score -623758.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -623758.625000 Penalty: 885.389099
	Iteration 30F: 3 clusters Score -623758.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17290 members 
Mstep: Class 3 contains 8791 members 
Mstep: Class 4 contains 3842 members 
Mstep: Class 5 contains 5963 members 
Mstep: Class 6 contains 5091 members 
Mstep: Class 7 contains 8756 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 608340 members 
Mstep: Class 10 contains 7858 members 
Mstep: Class 11 contains 12844 members 
Mstep: Class 12 contains 5647 members 
Mstep: Class 13 contains 764 members 
Mstep: Class 14 contains 4063 members 
Mstep: Class 15 contains 10016 members 
Mstep: Class 16 contains 594049 members 
Mstep: Class 17 contains 19543 members 
Mstep: Class 18 contains 10315 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 16778 members 
Mstep: Class 21 contains 13310 members 
Mstep: Class 22 contains 10842 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 4517 members 
Mstep: Class 25 contains 14869 members 
Entering Unmasked Estep 
Score: -50335008.000000 Penalty: 16088.082031
Splitting cluster 19 changes total score from -50324032.000000 to -50335008.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 21 (13310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Entering Unmasked Estep 
Score: -428645.906250 Penalty: 432.080322
	Iteration 0F: 2 clusters Score -428645.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -419874.093750 Penalty: 864.160645
	Iteration 0F: 3 clusters Score -419874.1 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -424988.281250 Penalty: 864.160645
	Iteration 1F: 3 clusters Score -424988.3 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -427096.281250 Penalty: 864.160645
	Iteration 2F: 3 clusters Score -427096.3 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -428700.625000 Penalty: 864.160645
	Iteration 3F: 3 clusters Score -428700.6 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -430159.375000 Penalty: 864.160645
	Iteration 4F: 3 clusters Score -430159.4 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -431877.968750 Penalty: 864.160645
	Iteration 5F: 3 clusters Score -431878 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -432979.906250 Penalty: 864.160645
	Iteration 6F: 3 clusters Score -432979.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -433338.062500 Penalty: 864.160645
	Iteration 7Q: 3 clusters Score -433338.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -433432.312500 Penalty: 864.160645
	Iteration 8Q: 3 clusters Score -433432.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -433453.843750 Penalty: 864.160645
	Iteration 9Q: 3 clusters Score -433453.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -433458.468750 Penalty: 864.160645
	Iteration 10Q: 3 clusters Score -433458.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -433459.156250 Penalty: 864.160645
	Iteration 11Q: 3 clusters Score -433459.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -433459.093750 Penalty: 864.160645
	Iteration 12Q: 3 clusters Score -433459.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -433459.031250 Penalty: 864.160645
	Iteration 13Q: 3 clusters Score -433459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -433458.500000 Penalty: 864.160645
	Iteration 14Q: 3 clusters Score -433458.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -433459.156250 Penalty: 864.160645
	Iteration 15Q: 3 clusters Score -433459.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -433459.031250 Penalty: 864.160645
	Iteration 16Q: 3 clusters Score -433459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -433458.468750 Penalty: 864.160645
	Iteration 17Q: 3 clusters Score -433458.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -433458.468750 Penalty: 864.160645
	Iteration 18F: 3 clusters Score -433458.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17290 members 
Mstep: Class 3 contains 8791 members 
Mstep: Class 4 contains 3842 members 
Mstep: Class 5 contains 5963 members 
Mstep: Class 6 contains 5091 members 
Mstep: Class 7 contains 8756 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 608340 members 
Mstep: Class 10 contains 7858 members 
Mstep: Class 11 contains 12844 members 
Mstep: Class 12 contains 5647 members 
Mstep: Class 13 contains 764 members 
Mstep: Class 14 contains 4063 members 
Mstep: Class 15 contains 10016 members 
Mstep: Class 16 contains 594049 members 
Mstep: Class 17 contains 19543 members 
Mstep: Class 18 contains 10315 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 16778 members 
Mstep: Class 21 contains 8833 members 
Mstep: Class 22 contains 10842 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 4517 members 
Mstep: Class 25 contains 14869 members 
Mstep: Class 26 contains 4477 members 
Entering Unmasked Estep 
Score: -50339536.000000 Penalty: 16731.605469
Splitting cluster 21 changes total score from -50324032.000000 to -50339536.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 3 contains 8791 members 
Mstep: Class 4 contains 3842 members 
Mstep: Class 5 contains 5963 members 
Mstep: Class 7 contains 8756 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 608340 members 
Mstep: Class 10 contains 7858 members 
Mstep: Class 11 contains 12844 members 
Mstep: Class 12 contains 5647 members 
Mstep: Class 14 contains 4063 members 
Mstep: Class 15 contains 10016 members 
Mstep: Class 16 contains 594049 members 
Mstep: Class 17 contains 19543 members 
Mstep: Class 18 contains 10315 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 21 contains 8833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50345940.000000 Penalty: 16731.605469
Iteration 39Q: 27 clusters Score -5.034594e+07 nChanged 10865
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16872 members 
Mstep: Class 3 contains 9178 members 
Mstep: Class 4 contains 3811 members 
Mstep: Class 5 contains 6045 members 
Mstep: Class 6 contains 5215 members 
Mstep: Class 7 contains 8629 members 
Mstep: Class 8 contains 669 members 
Mstep: Class 9 contains 608985 members 
Mstep: Class 10 contains 7946 members 
Mstep: Class 11 contains 13276 members 
Mstep: Class 12 contains 6321 members 
Mstep: Class 13 contains 794 members 
Mstep: Class 14 contains 4127 members 
Mstep: Class 15 contains 10078 members 
Mstep: Class 16 contains 593443 members 
Mstep: Class 17 contains 19782 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 2098 members 
Mstep: Class 20 contains 15687 members 
Mstep: Class 21 contains 9108 members 
Mstep: Class 22 contains 10805 members 
Mstep: Class 23 contains 703 members 
Mstep: Class 24 contains 4239 members 
Mstep: Class 25 contains 15019 members 
Mstep: Class 26 contains 3617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50351772.000000 Penalty: 16731.605469
Iteration 40F: 27 clusters Score -5.035177e+07 nChanged 9524
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 17134 members 
Mstep: Class 3 contains 9319 members 
Mstep: Class 4 contains 3766 members 
Mstep: Class 5 contains 5967 members 
Mstep: Class 6 contains 5467 members 
Mstep: Class 7 contains 8634 members 
Mstep: Class 8 contains 684 members 
Mstep: Class 9 contains 607694 members 
Mstep: Class 10 contains 7997 members 
Mstep: Class 11 contains 13769 members 
Mstep: Class 12 contains 6778 members 
Mstep: Class 13 contains 841 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 9964 members 
Mstep: Class 16 contains 591423 members 
Mstep: Class 17 contains 19944 members 
Mstep: Class 18 contains 10408 members 
Mstep: Class 19 contains 2200 members 
Mstep: Class 20 contains 15932 members 
Mstep: Class 21 contains 9208 members 
Mstep: Class 22 contains 10795 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5035 members 
Mstep: Class 25 contains 15819 members 
Mstep: Class 26 contains 3407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50353424.000000 Penalty: 16731.605469
Iteration 41Q: 27 clusters Score -5.035342e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 17291 members 
Mstep: Class 3 contains 9480 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 5952 members 
Mstep: Class 6 contains 5708 members 
Mstep: Class 7 contains 8639 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 606557 members 
Mstep: Class 10 contains 8060 members 
Mstep: Class 11 contains 14211 members 
Mstep: Class 12 contains 7186 members 
Mstep: Class 13 contains 868 members 
Mstep: Class 14 contains 3989 members 
Mstep: Class 15 contains 9883 members 
Mstep: Class 16 contains 589830 members 
Mstep: Class 17 contains 20099 members 
Mstep: Class 18 contains 10389 members 
Mstep: Class 19 contains 2306 members 
Mstep: Class 20 contains 15998 members 
Mstep: Class 21 contains 9280 members 
Mstep: Class 22 contains 10765 members 
Mstep: Class 23 contains 773 members 
Mstep: Class 24 contains 5637 members 
Mstep: Class 25 contains 16426 members 
Mstep: Class 26 contains 3245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50353652.000000 Penalty: 16731.605469
Iteration 42Q: 27 clusters Score -5.035365e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 17386 members 
Mstep: Class 3 contains 9632 members 
Mstep: Class 4 contains 3677 members 
Mstep: Class 5 contains 5961 members 
Mstep: Class 6 contains 5939 members 
Mstep: Class 7 contains 8673 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 605525 members 
Mstep: Class 10 contains 8145 members 
Mstep: Class 11 contains 14652 members 
Mstep: Class 12 contains 7602 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 3912 members 
Mstep: Class 15 contains 9772 members 
Mstep: Class 16 contains 588383 members 
Mstep: Class 17 contains 20304 members 
Mstep: Class 18 contains 10404 members 
Mstep: Class 19 contains 2382 members 
Mstep: Class 20 contains 15978 members 
Mstep: Class 21 contains 9308 members 
Mstep: Class 22 contains 10737 members 
Mstep: Class 23 contains 789 members 
Mstep: Class 24 contains 6126 members 
Mstep: Class 25 contains 16982 members 
Mstep: Class 26 contains 3118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50353536.000000 Penalty: 16731.605469
Iteration 43Q: 27 clusters Score -5.035354e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 17400 members 
Mstep: Class 3 contains 9787 members 
Mstep: Class 4 contains 3646 members 
Mstep: Class 5 contains 5971 members 
Mstep: Class 6 contains 6180 members 
Mstep: Class 7 contains 8707 members 
Mstep: Class 8 contains 706 members 
Mstep: Class 9 contains 604704 members 
Mstep: Class 10 contains 8203 members 
Mstep: Class 11 contains 15126 members 
Mstep: Class 12 contains 7964 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 3849 members 
Mstep: Class 15 contains 9674 members 
Mstep: Class 16 contains 587091 members 
Mstep: Class 17 contains 20500 members 
Mstep: Class 18 contains 10367 members 
Mstep: Class 19 contains 2457 members 
Mstep: Class 20 contains 15901 members 
Mstep: Class 21 contains 9305 members 
Mstep: Class 22 contains 10707 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 6503 members 
Mstep: Class 25 contains 17498 members 
Mstep: Class 26 contains 2998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50353168.000000 Penalty: 16731.605469
Iteration 44Q: 27 clusters Score -5.035317e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 17415 members 
Mstep: Class 3 contains 9924 members 
Mstep: Class 4 contains 3606 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 6417 members 
Mstep: Class 7 contains 8730 members 
Mstep: Class 8 contains 706 members 
Mstep: Class 9 contains 604023 members 
Mstep: Class 10 contains 8257 members 
Mstep: Class 11 contains 15596 members 
Mstep: Class 12 contains 8267 members 
Mstep: Class 13 contains 935 members 
Mstep: Class 14 contains 3808 members 
Mstep: Class 15 contains 9564 members 
Mstep: Class 16 contains 585927 members 
Mstep: Class 17 contains 20651 members 
Mstep: Class 18 contains 10339 members 
Mstep: Class 19 contains 2514 members 
Mstep: Class 20 contains 15806 members 
Mstep: Class 21 contains 9287 members 
Mstep: Class 22 contains 10671 members 
Mstep: Class 23 contains 816 members 
Mstep: Class 24 contains 6788 members 
Mstep: Class 25 contains 17973 members 
Mstep: Class 26 contains 2925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50352600.000000 Penalty: 16731.605469
Iteration 45Q: 27 clusters Score -5.03526e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 17437 members 
Mstep: Class 3 contains 10043 members 
Mstep: Class 4 contains 3569 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 8754 members 
Mstep: Class 8 contains 704 members 
Mstep: Class 9 contains 603455 members 
Mstep: Class 10 contains 8306 members 
Mstep: Class 11 contains 16100 members 
Mstep: Class 12 contains 8534 members 
Mstep: Class 13 contains 943 members 
Mstep: Class 14 contains 3763 members 
Mstep: Class 15 contains 9470 members 
Mstep: Class 16 contains 584798 members 
Mstep: Class 17 contains 20792 members 
Mstep: Class 18 contains 10349 members 
Mstep: Class 19 contains 2558 members 
Mstep: Class 20 contains 15689 members 
Mstep: Class 21 contains 9277 members 
Mstep: Class 22 contains 10633 members 
Mstep: Class 23 contains 822 members 
Mstep: Class 24 contains 6977 members 
Mstep: Class 25 contains 18418 members 
Mstep: Class 26 contains 2860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50352396.000000 Penalty: 16731.605469
Iteration 46Q: 27 clusters Score -5.03524e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 17493 members 
Mstep: Class 3 contains 10138 members 
Mstep: Class 4 contains 3537 members 
Mstep: Class 5 contains 5972 members 
Mstep: Class 6 contains 6860 members 
Mstep: Class 7 contains 8791 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 602963 members 
Mstep: Class 10 contains 8334 members 
Mstep: Class 11 contains 16601 members 
Mstep: Class 12 contains 8756 members 
Mstep: Class 13 contains 943 members 
Mstep: Class 14 contains 3760 members 
Mstep: Class 15 contains 9386 members 
Mstep: Class 16 contains 583732 members 
Mstep: Class 17 contains 20882 members 
Mstep: Class 18 contains 10409 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 15562 members 
Mstep: Class 21 contains 9268 members 
Mstep: Class 22 contains 10582 members 
Mstep: Class 23 contains 826 members 
Mstep: Class 24 contains 7125 members 
Mstep: Class 25 contains 18819 members 
Mstep: Class 26 contains 2794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50352528.000000 Penalty: 16731.605469
Iteration 47Q: 27 clusters Score -5.035253e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 17536 members 
Mstep: Class 3 contains 10205 members 
Mstep: Class 4 contains 3493 members 
Mstep: Class 5 contains 5969 members 
Mstep: Class 6 contains 7064 members 
Mstep: Class 7 contains 8828 members 
Mstep: Class 8 contains 694 members 
Mstep: Class 9 contains 602533 members 
Mstep: Class 10 contains 8363 members 
Mstep: Class 11 contains 17063 members 
Mstep: Class 12 contains 8982 members 
Mstep: Class 13 contains 949 members 
Mstep: Class 14 contains 3752 members 
Mstep: Class 15 contains 9330 members 
Mstep: Class 16 contains 582797 members 
Mstep: Class 17 contains 20943 members 
Mstep: Class 18 contains 10493 members 
Mstep: Class 19 contains 2613 members 
Mstep: Class 20 contains 15410 members 
Mstep: Class 21 contains 9259 members 
Mstep: Class 22 contains 10551 members 
Mstep: Class 23 contains 833 members 
Mstep: Class 24 contains 7230 members 
Mstep: Class 25 contains 19195 members 
Mstep: Class 26 contains 2711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50352756.000000 Penalty: 16731.605469
Iteration 48Q: 27 clusters Score -5.035276e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 17558 members 
Mstep: Class 3 contains 10243 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5982 members 
Mstep: Class 6 contains 7255 members 
Mstep: Class 7 contains 8902 members 
Mstep: Class 8 contains 689 members 
Mstep: Class 9 contains 602140 members 
Mstep: Class 10 contains 8397 members 
Mstep: Class 11 contains 17464 members 
Mstep: Class 12 contains 9176 members 
Mstep: Class 13 contains 950 members 
Mstep: Class 14 contains 3751 members 
Mstep: Class 15 contains 9279 members 
Mstep: Class 16 contains 581964 members 
Mstep: Class 17 contains 20980 members 
Mstep: Class 18 contains 10572 members 
Mstep: Class 19 contains 2634 members 
Mstep: Class 20 contains 15273 members 
Mstep: Class 21 contains 9246 members 
Mstep: Class 22 contains 10532 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 7317 members 
Mstep: Class 25 contains 19526 members 
Mstep: Class 26 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50352944.000000 Penalty: 16731.605469
Iteration 49Q: 27 clusters Score -5.035294e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17563 members 
Mstep: Class 3 contains 10275 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 7400 members 
Mstep: Class 7 contains 8978 members 
Mstep: Class 8 contains 674 members 
Mstep: Class 9 contains 601862 members 
Mstep: Class 10 contains 8432 members 
Mstep: Class 11 contains 17801 members 
Mstep: Class 12 contains 9363 members 
Mstep: Class 13 contains 943 members 
Mstep: Class 14 contains 3763 members 
Mstep: Class 15 contains 9208 members 
Mstep: Class 16 contains 581279 members 
Mstep: Class 17 contains 20985 members 
Mstep: Class 18 contains 10647 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 15146 members 
Mstep: Class 21 contains 9247 members 
Mstep: Class 22 contains 10509 members 
Mstep: Class 23 contains 850 members 
Mstep: Class 24 contains 7391 members 
Mstep: Class 25 contains 19799 members 
Mstep: Class 26 contains 2573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50353072.000000 Penalty: 16731.605469
Iteration 50Q: 27 clusters Score -5.035307e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 17557 members 
Mstep: Class 3 contains 10316 members 
Mstep: Class 4 contains 3401 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 7521 members 
Mstep: Class 7 contains 9056 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 601615 members 
Mstep: Class 10 contains 8480 members 
Mstep: Class 11 contains 18070 members 
Mstep: Class 12 contains 9550 members 
Mstep: Class 13 contains 946 members 
Mstep: Class 14 contains 3769 members 
Mstep: Class 15 contains 9129 members 
Mstep: Class 16 contains 580695 members 
Mstep: Class 17 contains 20996 members 
Mstep: Class 18 contains 10700 members 
Mstep: Class 19 contains 2656 members 
Mstep: Class 20 contains 15012 members 
Mstep: Class 21 contains 9242 members 
Mstep: Class 22 contains 10492 members 
Mstep: Class 23 contains 858 members 
Mstep: Class 24 contains 7453 members 
Mstep: Class 25 contains 20037 members 
Mstep: Class 26 contains 2524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50352996.000000 Penalty: 16731.605469
Iteration 51Q: 27 clusters Score -5.0353e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 17560 members 
Mstep: Class 3 contains 10352 members 
Mstep: Class 4 contains 3370 members 
Mstep: Class 5 contains 6005 members 
Mstep: Class 6 contains 7605 members 
Mstep: Class 7 contains 9108 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 601455 members 
Mstep: Class 10 contains 8519 members 
Mstep: Class 11 contains 18277 members 
Mstep: Class 12 contains 9745 members 
Mstep: Class 13 contains 955 members 
Mstep: Class 14 contains 3770 members 
Mstep: Class 15 contains 9053 members 
Mstep: Class 16 contains 580223 members 
Mstep: Class 17 contains 21006 members 
Mstep: Class 18 contains 10741 members 
Mstep: Class 19 contains 2659 members 
Mstep: Class 20 contains 14899 members 
Mstep: Class 21 contains 9221 members 
Mstep: Class 22 contains 10474 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 7486 members 
Mstep: Class 25 contains 20204 members 
Mstep: Class 26 contains 2496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50353032.000000 Penalty: 16731.605469
Iteration 52Q: 27 clusters Score -5.035303e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 17554 members 
Mstep: Class 3 contains 10376 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 7672 members 
Mstep: Class 7 contains 9177 members 
Mstep: Class 8 contains 660 members 
Mstep: Class 9 contains 601324 members 
Mstep: Class 10 contains 8555 members 
Mstep: Class 11 contains 18454 members 
Mstep: Class 12 contains 9915 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 3776 members 
Mstep: Class 15 contains 8985 members 
Mstep: Class 16 contains 579814 members 
Mstep: Class 17 contains 21000 members 
Mstep: Class 18 contains 10771 members 
Mstep: Class 19 contains 2664 members 
Mstep: Class 20 contains 14809 members 
Mstep: Class 21 contains 9196 members 
Mstep: Class 22 contains 10454 members 
Mstep: Class 23 contains 887 members 
Mstep: Class 24 contains 7519 members 
Mstep: Class 25 contains 20335 members 
Mstep: Class 26 contains 2481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50353232.000000 Penalty: 16731.605469
Iteration 53Q: 27 clusters Score -5.035323e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 17547 members 
Mstep: Class 3 contains 10393 members 
Mstep: Class 4 contains 3319 members 
Mstep: Class 5 contains 6025 members 
Mstep: Class 6 contains 7727 members 
Mstep: Class 7 contains 9242 members 
Mstep: Class 8 contains 655 members 
Mstep: Class 9 contains 601232 members 
Mstep: Class 10 contains 8587 members 
Mstep: Class 11 contains 18570 members 
Mstep: Class 12 contains 10093 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 3774 members 
Mstep: Class 15 contains 8915 members 
Mstep: Class 16 contains 579458 members 
Mstep: Class 17 contains 21005 members 
Mstep: Class 18 contains 10791 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 14740 members 
Mstep: Class 21 contains 9174 members 
Mstep: Class 22 contains 10432 members 
Mstep: Class 23 contains 906 members 
Mstep: Class 24 contains 7535 members 
Mstep: Class 25 contains 20458 members 
Mstep: Class 26 contains 2472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50353352.000000 Penalty: 16731.605469
Iteration 54Q: 27 clusters Score -5.035335e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 17543 members 
Mstep: Class 3 contains 10404 members 
Mstep: Class 4 contains 3299 members 
Mstep: Class 5 contains 6044 members 
Mstep: Class 6 contains 7786 members 
Mstep: Class 7 contains 9309 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 601148 members 
Mstep: Class 10 contains 8610 members 
Mstep: Class 11 contains 18646 members 
Mstep: Class 12 contains 10240 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 3771 members 
Mstep: Class 15 contains 8865 members 
Mstep: Class 16 contains 579154 members 
Mstep: Class 17 contains 20997 members 
Mstep: Class 18 contains 10815 members 
Mstep: Class 19 contains 2669 members 
Mstep: Class 20 contains 14667 members 
Mstep: Class 21 contains 9149 members 
Mstep: Class 22 contains 10423 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 7557 members 
Mstep: Class 25 contains 20569 members 
Mstep: Class 26 contains 2468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50353400.000000 Penalty: 16731.605469
Iteration 55Q: 27 clusters Score -5.03534e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 17528 members 
Mstep: Class 3 contains 10409 members 
Mstep: Class 4 contains 3270 members 
Mstep: Class 5 contains 6059 members 
Mstep: Class 6 contains 7840 members 
Mstep: Class 7 contains 9356 members 
Mstep: Class 8 contains 639 members 
Mstep: Class 9 contains 601105 members 
Mstep: Class 10 contains 8638 members 
Mstep: Class 11 contains 18733 members 
Mstep: Class 12 contains 10381 members 
Mstep: Class 13 contains 977 members 
Mstep: Class 14 contains 3778 members 
Mstep: Class 15 contains 8798 members 
Mstep: Class 16 contains 578865 members 
Mstep: Class 17 contains 20985 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 19 contains 2682 members 
Mstep: Class 20 contains 14602 members 
Mstep: Class 21 contains 9143 members 
Mstep: Class 22 contains 10407 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 7568 members 
Mstep: Class 25 contains 20679 members 
Mstep: Class 26 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50353408.000000 Penalty: 16731.605469
Iteration 56Q: 27 clusters Score -5.035341e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 17520 members 
Mstep: Class 3 contains 10405 members 
Mstep: Class 4 contains 3246 members 
Mstep: Class 5 contains 6067 members 
Mstep: Class 6 contains 7903 members 
Mstep: Class 7 contains 9411 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 601043 members 
Mstep: Class 10 contains 8657 members 
Mstep: Class 11 contains 18801 members 
Mstep: Class 12 contains 10504 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 8718 members 
Mstep: Class 16 contains 578642 members 
Mstep: Class 17 contains 20981 members 
Mstep: Class 18 contains 10850 members 
Mstep: Class 19 contains 2697 members 
Mstep: Class 20 contains 14545 members 
Mstep: Class 21 contains 9129 members 
Mstep: Class 22 contains 10401 members 
Mstep: Class 23 contains 939 members 
Mstep: Class 24 contains 7575 members 
Mstep: Class 25 contains 20772 members 
Mstep: Class 26 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50353572.000000 Penalty: 16731.605469
Iteration 57Q: 27 clusters Score -5.035357e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 17513 members 
Mstep: Class 3 contains 10405 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 6075 members 
Mstep: Class 6 contains 7958 members 
Mstep: Class 7 contains 9459 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 600978 members 
Mstep: Class 10 contains 8676 members 
Mstep: Class 11 contains 18855 members 
Mstep: Class 12 contains 10618 members 
Mstep: Class 13 contains 990 members 
Mstep: Class 14 contains 3762 members 
Mstep: Class 15 contains 8639 members 
Mstep: Class 16 contains 578493 members 
Mstep: Class 17 contains 20972 members 
Mstep: Class 18 contains 10877 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 20 contains 14481 members 
Mstep: Class 21 contains 9124 members 
Mstep: Class 22 contains 10402 members 
Mstep: Class 23 contains 943 members 
Mstep: Class 24 contains 7588 members 
Mstep: Class 25 contains 20826 members 
Mstep: Class 26 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50353436.000000 Penalty: 16731.605469
Iteration 58Q: 27 clusters Score -5.035344e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 17512 members 
Mstep: Class 3 contains 10396 members 
Mstep: Class 4 contains 3189 members 
Mstep: Class 5 contains 6079 members 
Mstep: Class 6 contains 8012 members 
Mstep: Class 7 contains 9501 members 
Mstep: Class 8 contains 619 members 
Mstep: Class 9 contains 600929 members 
Mstep: Class 10 contains 8694 members 
Mstep: Class 11 contains 18899 members 
Mstep: Class 12 contains 10705 members 
Mstep: Class 13 contains 994 members 
Mstep: Class 14 contains 3759 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 578364 members 
Mstep: Class 17 contains 20976 members 
Mstep: Class 18 contains 10888 members 
Mstep: Class 19 contains 2736 members 
Mstep: Class 20 contains 14415 members 
Mstep: Class 21 contains 9119 members 
Mstep: Class 22 contains 10400 members 
Mstep: Class 23 contains 945 members 
Mstep: Class 24 contains 7607 members 
Mstep: Class 25 contains 20866 members 
Mstep: Class 26 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50353396.000000 Penalty: 16731.605469
Iteration 59Q: 27 clusters Score -5.03534e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 17511 members 
Mstep: Class 3 contains 10382 members 
Mstep: Class 4 contains 3165 members 
Mstep: Class 5 contains 6077 members 
Mstep: Class 6 contains 8059 members 
Mstep: Class 7 contains 9542 members 
Mstep: Class 8 contains 616 members 
Mstep: Class 9 contains 600921 members 
Mstep: Class 10 contains 8707 members 
Mstep: Class 11 contains 18944 members 
Mstep: Class 12 contains 10788 members 
Mstep: Class 13 contains 995 members 
Mstep: Class 14 contains 3753 members 
Mstep: Class 15 contains 8519 members 
Mstep: Class 16 contains 578247 members 
Mstep: Class 17 contains 20977 members 
Mstep: Class 18 contains 10887 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 14334 members 
Mstep: Class 21 contains 9121 members 
Mstep: Class 22 contains 10400 members 
Mstep: Class 23 contains 947 members 
Mstep: Class 24 contains 7628 members 
Mstep: Class 25 contains 20897 members 
Mstep: Class 26 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50354520.000000 Penalty: 16731.605469
Iteration 60F: 27 clusters Score -5.035452e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 17491 members 
Mstep: Class 3 contains 10364 members 
Mstep: Class 4 contains 3136 members 
Mstep: Class 5 contains 6071 members 
Mstep: Class 6 contains 8139 members 
Mstep: Class 7 contains 9589 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 600901 members 
Mstep: Class 10 contains 8718 members 
Mstep: Class 11 contains 19026 members 
Mstep: Class 12 contains 10839 members 
Mstep: Class 13 contains 1004 members 
Mstep: Class 14 contains 3726 members 
Mstep: Class 15 contains 8485 members 
Mstep: Class 16 contains 578116 members 
Mstep: Class 17 contains 20960 members 
Mstep: Class 18 contains 10879 members 
Mstep: Class 19 contains 2795 members 
Mstep: Class 20 contains 14256 members 
Mstep: Class 21 contains 9099 members 
Mstep: Class 22 contains 10329 members 
Mstep: Class 23 contains 949 members 
Mstep: Class 24 contains 7646 members 
Mstep: Class 25 contains 20919 members 
Mstep: Class 26 contains 2430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50354996.000000 Penalty: 16731.605469
Iteration 61Q: 27 clusters Score -5.0355e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 17497 members 
Mstep: Class 3 contains 10342 members 
Mstep: Class 4 contains 3109 members 
Mstep: Class 5 contains 6067 members 
Mstep: Class 6 contains 8214 members 
Mstep: Class 7 contains 9645 members 
Mstep: Class 8 contains 726 members 
Mstep: Class 9 contains 600875 members 
Mstep: Class 10 contains 8741 members 
Mstep: Class 11 contains 19102 members 
Mstep: Class 12 contains 10895 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 3698 members 
Mstep: Class 15 contains 8467 members 
Mstep: Class 16 contains 577977 members 
Mstep: Class 17 contains 20930 members 
Mstep: Class 18 contains 10882 members 
Mstep: Class 19 contains 2831 members 
Mstep: Class 20 contains 14191 members 
Mstep: Class 21 contains 9066 members 
Mstep: Class 22 contains 10269 members 
Mstep: Class 23 contains 951 members 
Mstep: Class 24 contains 7660 members 
Mstep: Class 25 contains 20923 members 
Mstep: Class 26 contains 2409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355060.000000 Penalty: 16731.605469
Iteration 62Q: 27 clusters Score -5.035506e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 17494 members 
Mstep: Class 3 contains 10323 members 
Mstep: Class 4 contains 3083 members 
Mstep: Class 5 contains 6064 members 
Mstep: Class 6 contains 8288 members 
Mstep: Class 7 contains 9693 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 600866 members 
Mstep: Class 10 contains 8756 members 
Mstep: Class 11 contains 19186 members 
Mstep: Class 12 contains 10960 members 
Mstep: Class 13 contains 1015 members 
Mstep: Class 14 contains 3675 members 
Mstep: Class 15 contains 8452 members 
Mstep: Class 16 contains 577826 members 
Mstep: Class 17 contains 20881 members 
Mstep: Class 18 contains 10878 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 14117 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 10218 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 7675 members 
Mstep: Class 25 contains 20951 members 
Mstep: Class 26 contains 2394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355348.000000 Penalty: 16731.605469
Iteration 63Q: 27 clusters Score -5.035535e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 17483 members 
Mstep: Class 3 contains 10302 members 
Mstep: Class 4 contains 3070 members 
Mstep: Class 5 contains 6061 members 
Mstep: Class 6 contains 8356 members 
Mstep: Class 7 contains 9736 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 600873 members 
Mstep: Class 10 contains 8771 members 
Mstep: Class 11 contains 19270 members 
Mstep: Class 12 contains 10997 members 
Mstep: Class 13 contains 1011 members 
Mstep: Class 14 contains 3663 members 
Mstep: Class 15 contains 8443 members 
Mstep: Class 16 contains 577702 members 
Mstep: Class 17 contains 20830 members 
Mstep: Class 18 contains 10873 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 20 contains 14046 members 
Mstep: Class 21 contains 9022 members 
Mstep: Class 22 contains 10190 members 
Mstep: Class 23 contains 966 members 
Mstep: Class 24 contains 7694 members 
Mstep: Class 25 contains 20983 members 
Mstep: Class 26 contains 2374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355528.000000 Penalty: 16731.605469
Iteration 64Q: 27 clusters Score -5.035553e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 17463 members 
Mstep: Class 3 contains 10288 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 6066 members 
Mstep: Class 6 contains 8420 members 
Mstep: Class 7 contains 9762 members 
Mstep: Class 8 contains 768 members 
Mstep: Class 9 contains 600889 members 
Mstep: Class 10 contains 8777 members 
Mstep: Class 11 contains 19343 members 
Mstep: Class 12 contains 11031 members 
Mstep: Class 13 contains 1018 members 
Mstep: Class 14 contains 3657 members 
Mstep: Class 15 contains 8434 members 
Mstep: Class 16 contains 577556 members 
Mstep: Class 17 contains 20789 members 
Mstep: Class 18 contains 10880 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 13982 members 
Mstep: Class 21 contains 9004 members 
Mstep: Class 22 contains 10177 members 
Mstep: Class 23 contains 974 members 
Mstep: Class 24 contains 7708 members 
Mstep: Class 25 contains 21029 members 
Mstep: Class 26 contains 2351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355636.000000 Penalty: 16731.605469
Iteration 65Q: 27 clusters Score -5.035564e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 17450 members 
Mstep: Class 3 contains 10278 members 
Mstep: Class 4 contains 3050 members 
Mstep: Class 5 contains 6063 members 
Mstep: Class 6 contains 8484 members 
Mstep: Class 7 contains 9781 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 600887 members 
Mstep: Class 10 contains 8789 members 
Mstep: Class 11 contains 19405 members 
Mstep: Class 12 contains 11076 members 
Mstep: Class 13 contains 1023 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 8433 members 
Mstep: Class 16 contains 577414 members 
Mstep: Class 17 contains 20751 members 
Mstep: Class 18 contains 10886 members 
Mstep: Class 19 contains 2930 members 
Mstep: Class 20 contains 13927 members 
Mstep: Class 21 contains 8993 members 
Mstep: Class 22 contains 10171 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 24 contains 7716 members 
Mstep: Class 25 contains 21072 members 
Mstep: Class 26 contains 2340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355600.000000 Penalty: 16731.605469
Iteration 66Q: 27 clusters Score -5.03556e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 17449 members 
Mstep: Class 3 contains 10258 members 
Mstep: Class 4 contains 3042 members 
Mstep: Class 5 contains 6061 members 
Mstep: Class 6 contains 8554 members 
Mstep: Class 7 contains 9804 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 600879 members 
Mstep: Class 10 contains 8799 members 
Mstep: Class 11 contains 19463 members 
Mstep: Class 12 contains 11125 members 
Mstep: Class 13 contains 1020 members 
Mstep: Class 14 contains 3649 members 
Mstep: Class 15 contains 8430 members 
Mstep: Class 16 contains 577269 members 
Mstep: Class 17 contains 20715 members 
Mstep: Class 18 contains 10890 members 
Mstep: Class 19 contains 2946 members 
Mstep: Class 20 contains 13864 members 
Mstep: Class 21 contains 8988 members 
Mstep: Class 22 contains 10167 members 
Mstep: Class 23 contains 990 members 
Mstep: Class 24 contains 7728 members 
Mstep: Class 25 contains 21113 members 
Mstep: Class 26 contains 2334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355508.000000 Penalty: 16731.605469
Iteration 67Q: 27 clusters Score -5.035551e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 17439 members 
Mstep: Class 3 contains 10242 members 
Mstep: Class 4 contains 3035 members 
Mstep: Class 5 contains 6058 members 
Mstep: Class 6 contains 8624 members 
Mstep: Class 7 contains 9826 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 600860 members 
Mstep: Class 10 contains 8815 members 
Mstep: Class 11 contains 19508 members 
Mstep: Class 12 contains 11177 members 
Mstep: Class 13 contains 1019 members 
Mstep: Class 14 contains 3643 members 
Mstep: Class 15 contains 8413 members 
Mstep: Class 16 contains 577151 members 
Mstep: Class 17 contains 20697 members 
Mstep: Class 18 contains 10894 members 
Mstep: Class 19 contains 2954 members 
Mstep: Class 20 contains 13803 members 
Mstep: Class 21 contains 8991 members 
Mstep: Class 22 contains 10164 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 24 contains 7734 members 
Mstep: Class 25 contains 21155 members 
Mstep: Class 26 contains 2326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355472.000000 Penalty: 16731.605469
Iteration 68Q: 27 clusters Score -5.035547e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 17435 members 
Mstep: Class 3 contains 10232 members 
Mstep: Class 4 contains 3022 members 
Mstep: Class 5 contains 6054 members 
Mstep: Class 6 contains 8695 members 
Mstep: Class 7 contains 9843 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 600843 members 
Mstep: Class 10 contains 8830 members 
Mstep: Class 11 contains 19534 members 
Mstep: Class 12 contains 11232 members 
Mstep: Class 13 contains 1023 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 8387 members 
Mstep: Class 16 contains 577043 members 
Mstep: Class 17 contains 20697 members 
Mstep: Class 18 contains 10895 members 
Mstep: Class 19 contains 2961 members 
Mstep: Class 20 contains 13732 members 
Mstep: Class 21 contains 9000 members 
Mstep: Class 22 contains 10161 members 
Mstep: Class 23 contains 1006 members 
Mstep: Class 24 contains 7741 members 
Mstep: Class 25 contains 21193 members 
Mstep: Class 26 contains 2321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355376.000000 Penalty: 16731.605469
Iteration 69Q: 27 clusters Score -5.035538e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 17434 members 
Mstep: Class 3 contains 10218 members 
Mstep: Class 4 contains 3013 members 
Mstep: Class 5 contains 6056 members 
Mstep: Class 6 contains 8770 members 
Mstep: Class 7 contains 9857 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 600832 members 
Mstep: Class 10 contains 8849 members 
Mstep: Class 11 contains 19562 members 
Mstep: Class 12 contains 11287 members 
Mstep: Class 13 contains 1021 members 
Mstep: Class 14 contains 3637 members 
Mstep: Class 15 contains 8375 members 
Mstep: Class 16 contains 576954 members 
Mstep: Class 17 contains 20689 members 
Mstep: Class 18 contains 10889 members 
Mstep: Class 19 contains 2967 members 
Mstep: Class 20 contains 13650 members 
Mstep: Class 21 contains 9001 members 
Mstep: Class 22 contains 10160 members 
Mstep: Class 23 contains 1008 members 
Mstep: Class 24 contains 7742 members 
Mstep: Class 25 contains 21221 members 
Mstep: Class 26 contains 2317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355440.000000 Penalty: 16731.605469
Iteration 70Q: 27 clusters Score -5.035544e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 17428 members 
Mstep: Class 3 contains 10208 members 
Mstep: Class 4 contains 3004 members 
Mstep: Class 5 contains 6054 members 
Mstep: Class 6 contains 8842 members 
Mstep: Class 7 contains 9872 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 600805 members 
Mstep: Class 10 contains 8869 members 
Mstep: Class 11 contains 19606 members 
Mstep: Class 12 contains 11344 members 
Mstep: Class 13 contains 1016 members 
Mstep: Class 14 contains 3631 members 
Mstep: Class 15 contains 8371 members 
Mstep: Class 16 contains 576843 members 
Mstep: Class 17 contains 20687 members 
Mstep: Class 18 contains 10883 members 
Mstep: Class 19 contains 2978 members 
Mstep: Class 20 contains 13581 members 
Mstep: Class 21 contains 9003 members 
Mstep: Class 22 contains 10161 members 
Mstep: Class 23 contains 1013 members 
Mstep: Class 24 contains 7748 members 
Mstep: Class 25 contains 21238 members 
Mstep: Class 26 contains 2311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355388.000000 Penalty: 16731.605469
Iteration 71Q: 27 clusters Score -5.035539e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 17421 members 
Mstep: Class 3 contains 10193 members 
Mstep: Class 4 contains 3000 members 
Mstep: Class 5 contains 6052 members 
Mstep: Class 6 contains 8913 members 
Mstep: Class 7 contains 9887 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 600804 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 19633 members 
Mstep: Class 12 contains 11386 members 
Mstep: Class 13 contains 1020 members 
Mstep: Class 14 contains 3631 members 
Mstep: Class 15 contains 8368 members 
Mstep: Class 16 contains 576759 members 
Mstep: Class 17 contains 20672 members 
Mstep: Class 18 contains 10875 members 
Mstep: Class 19 contains 2988 members 
Mstep: Class 20 contains 13502 members 
Mstep: Class 21 contains 9000 members 
Mstep: Class 22 contains 10159 members 
Mstep: Class 23 contains 1015 members 
Mstep: Class 24 contains 7758 members 
Mstep: Class 25 contains 21263 members 
Mstep: Class 26 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355400.000000 Penalty: 16731.605469
Iteration 72Q: 27 clusters Score -5.03554e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 17412 members 
Mstep: Class 3 contains 10181 members 
Mstep: Class 4 contains 2994 members 
Mstep: Class 5 contains 6050 members 
Mstep: Class 6 contains 8984 members 
Mstep: Class 7 contains 9900 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 600822 members 
Mstep: Class 10 contains 8913 members 
Mstep: Class 11 contains 19655 members 
Mstep: Class 12 contains 11428 members 
Mstep: Class 13 contains 1022 members 
Mstep: Class 14 contains 3629 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 576694 members 
Mstep: Class 17 contains 20653 members 
Mstep: Class 18 contains 10870 members 
Mstep: Class 19 contains 2993 members 
Mstep: Class 20 contains 13422 members 
Mstep: Class 21 contains 8999 members 
Mstep: Class 22 contains 10159 members 
Mstep: Class 23 contains 1015 members 
Mstep: Class 24 contains 7750 members 
Mstep: Class 25 contains 21301 members 
Mstep: Class 26 contains 2294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355424.000000 Penalty: 16731.605469
Iteration 73Q: 27 clusters Score -5.035542e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 17405 members 
Mstep: Class 3 contains 10163 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 6041 members 
Mstep: Class 6 contains 9062 members 
Mstep: Class 7 contains 9913 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 600831 members 
Mstep: Class 10 contains 8939 members 
Mstep: Class 11 contains 19677 members 
Mstep: Class 12 contains 11469 members 
Mstep: Class 13 contains 1025 members 
Mstep: Class 14 contains 3626 members 
Mstep: Class 15 contains 8334 members 
Mstep: Class 16 contains 576626 members 
Mstep: Class 17 contains 20632 members 
Mstep: Class 18 contains 10857 members 
Mstep: Class 19 contains 2991 members 
Mstep: Class 20 contains 13353 members 
Mstep: Class 21 contains 8999 members 
Mstep: Class 22 contains 10159 members 
Mstep: Class 23 contains 1016 members 
Mstep: Class 24 contains 7744 members 
Mstep: Class 25 contains 21340 members 
Mstep: Class 26 contains 2289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355400.000000 Penalty: 16731.605469
Iteration 74Q: 27 clusters Score -5.03554e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 17399 members 
Mstep: Class 3 contains 10159 members 
Mstep: Class 4 contains 2999 members 
Mstep: Class 5 contains 6039 members 
Mstep: Class 6 contains 9114 members 
Mstep: Class 7 contains 9932 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 600833 members 
Mstep: Class 10 contains 8966 members 
Mstep: Class 11 contains 19704 members 
Mstep: Class 12 contains 11503 members 
Mstep: Class 13 contains 1029 members 
Mstep: Class 14 contains 3629 members 
Mstep: Class 15 contains 8325 members 
Mstep: Class 16 contains 576562 members 
Mstep: Class 17 contains 20592 members 
Mstep: Class 18 contains 10837 members 
Mstep: Class 19 contains 2992 members 
Mstep: Class 20 contains 13305 members 
Mstep: Class 21 contains 8996 members 
Mstep: Class 22 contains 10154 members 
Mstep: Class 23 contains 1017 members 
Mstep: Class 24 contains 7736 members 
Mstep: Class 25 contains 21370 members 
Mstep: Class 26 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355440.000000 Penalty: 16731.605469
Iteration 75Q: 27 clusters Score -5.035544e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 17392 members 
Mstep: Class 3 contains 10156 members 
Mstep: Class 4 contains 3001 members 
Mstep: Class 5 contains 6038 members 
Mstep: Class 6 contains 9170 members 
Mstep: Class 7 contains 9941 members 
Mstep: Class 8 contains 765 members 
Mstep: Class 9 contains 600821 members 
Mstep: Class 10 contains 8994 members 
Mstep: Class 11 contains 19739 members 
Mstep: Class 12 contains 11533 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 3631 members 
Mstep: Class 15 contains 8306 members 
Mstep: Class 16 contains 576493 members 
Mstep: Class 17 contains 20562 members 
Mstep: Class 18 contains 10835 members 
Mstep: Class 19 contains 2998 members 
Mstep: Class 20 contains 13263 members 
Mstep: Class 21 contains 8994 members 
Mstep: Class 22 contains 10152 members 
Mstep: Class 23 contains 1018 members 
Mstep: Class 24 contains 7725 members 
Mstep: Class 25 contains 21401 members 
Mstep: Class 26 contains 2280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355432.000000 Penalty: 16731.605469
Iteration 76Q: 27 clusters Score -5.035543e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 17393 members 
Mstep: Class 3 contains 10156 members 
Mstep: Class 4 contains 3008 members 
Mstep: Class 5 contains 6035 members 
Mstep: Class 6 contains 9217 members 
Mstep: Class 7 contains 9952 members 
Mstep: Class 8 contains 767 members 
Mstep: Class 9 contains 600804 members 
Mstep: Class 10 contains 9012 members 
Mstep: Class 11 contains 19770 members 
Mstep: Class 12 contains 11565 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 3631 members 
Mstep: Class 15 contains 8286 members 
Mstep: Class 16 contains 576436 members 
Mstep: Class 17 contains 20547 members 
Mstep: Class 18 contains 10816 members 
Mstep: Class 19 contains 3003 members 
Mstep: Class 20 contains 13234 members 
Mstep: Class 21 contains 8991 members 
Mstep: Class 22 contains 10152 members 
Mstep: Class 23 contains 1017 members 
Mstep: Class 24 contains 7719 members 
Mstep: Class 25 contains 21423 members 
Mstep: Class 26 contains 2273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355412.000000 Penalty: 16731.605469
Iteration 77Q: 27 clusters Score -5.035541e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 17386 members 
Mstep: Class 3 contains 10154 members 
Mstep: Class 4 contains 3011 members 
Mstep: Class 5 contains 6032 members 
Mstep: Class 6 contains 9256 members 
Mstep: Class 7 contains 9958 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 600798 members 
Mstep: Class 10 contains 9044 members 
Mstep: Class 11 contains 19792 members 
Mstep: Class 12 contains 11604 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3631 members 
Mstep: Class 15 contains 8260 members 
Mstep: Class 16 contains 576388 members 
Mstep: Class 17 contains 20522 members 
Mstep: Class 18 contains 10802 members 
Mstep: Class 19 contains 3011 members 
Mstep: Class 20 contains 13198 members 
Mstep: Class 21 contains 8992 members 
Mstep: Class 22 contains 10151 members 
Mstep: Class 23 contains 1018 members 
Mstep: Class 24 contains 7721 members 
Mstep: Class 25 contains 21438 members 
Mstep: Class 26 contains 2270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355632.000000 Penalty: 16731.605469
Iteration 78Q: 27 clusters Score -5.035563e+07 nChanged 491
Entering ConstructFrom: 
Score: -50355632.000000 Penalty: 16731.605469
Entering ConstructFrom: 
Trying to split cluster 1 (1680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Entering Unmasked Estep 
Score: -51937.382812 Penalty: 337.907990
	Iteration 0F: 2 clusters Score -51937.38 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 882 members 
Entering Unmasked Estep 
Score: -50685.421875 Penalty: 675.815979
	Iteration 0F: 3 clusters Score -50685.42 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -51204.867188 Penalty: 675.815979
	Iteration 1F: 3 clusters Score -51204.87 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -51338.105469 Penalty: 675.815979
	Iteration 2F: 3 clusters Score -51338.11 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -51411.105469 Penalty: 675.815979
	Iteration 3F: 3 clusters Score -51411.11 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -51455.078125 Penalty: 675.815979
	Iteration 4Q: 3 clusters Score -51455.08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -51487.066406 Penalty: 675.815979
	Iteration 5Q: 3 clusters Score -51487.07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -51512.519531 Penalty: 675.815979
	Iteration 6Q: 3 clusters Score -51512.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -51544.890625 Penalty: 675.815979
	Iteration 7Q: 3 clusters Score -51544.89 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -51582.566406 Penalty: 675.815979
	Iteration 8Q: 3 clusters Score -51582.57 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -51619.308594 Penalty: 675.815979
	Iteration 9Q: 3 clusters Score -51619.31 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -51647.546875 Penalty: 675.815979
	Iteration 10Q: 3 clusters Score -51647.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -51671.769531 Penalty: 675.815979
	Iteration 11Q: 3 clusters Score -51671.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -51690.449219 Penalty: 675.815979
	Iteration 12Q: 3 clusters Score -51690.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -51698.226562 Penalty: 675.815979
	Iteration 13Q: 3 clusters Score -51698.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -51700.902344 Penalty: 675.815979
	Iteration 14Q: 3 clusters Score -51700.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -51703.234375 Penalty: 675.815979
	Iteration 15Q: 3 clusters Score -51703.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -51704.703125 Penalty: 675.815979
	Iteration 16Q: 3 clusters Score -51704.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -51707.777344 Penalty: 675.815979
	Iteration 17Q: 3 clusters Score -51707.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -51713.867188 Penalty: 675.815979
	Iteration 18Q: 3 clusters Score -51713.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -51720.292969 Penalty: 675.815979
	Iteration 19Q: 3 clusters Score -51720.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -51724.953125 Penalty: 675.815979
	Iteration 20F: 3 clusters Score -51724.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -51732.531250 Penalty: 675.815979
	Iteration 21Q: 3 clusters Score -51732.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -51745.917969 Penalty: 675.815979
	Iteration 22Q: 3 clusters Score -51745.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -51749.789062 Penalty: 675.815979
	Iteration 23Q: 3 clusters Score -51749.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -51753.878906 Penalty: 675.815979
	Iteration 24Q: 3 clusters Score -51753.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -51757.078125 Penalty: 675.815979
	Iteration 25Q: 3 clusters Score -51757.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -51758.539062 Penalty: 675.815979
	Iteration 26Q: 3 clusters Score -51758.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -51759.746094 Penalty: 675.815979
	Iteration 27Q: 3 clusters Score -51759.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -51759.984375 Penalty: 675.815979
	Iteration 28Q: 3 clusters Score -51759.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -51759.984375 Penalty: 675.815979
	Iteration 29F: 3 clusters Score -51759.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Entering Unmasked Estep 
Score: -611092.312500 Penalty: 444.204193
	Iteration 0F: 2 clusters Score -611092.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -599557.062500 Penalty: 888.408386
	Iteration 0F: 3 clusters Score -599557.1 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -604722.687500 Penalty: 888.408386
	Iteration 1F: 3 clusters Score -604722.7 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -605263.937500 Penalty: 888.408386
	Iteration 2F: 3 clusters Score -605263.9 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -605801.625000 Penalty: 888.408386
	Iteration 3F: 3 clusters Score -605801.6 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -606318.437500 Penalty: 888.408386
	Iteration 4F: 3 clusters Score -606318.4 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -606847.812500 Penalty: 888.408386
	Iteration 5F: 3 clusters Score -606847.8 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -607377.875000 Penalty: 888.408386
	Iteration 6F: 3 clusters Score -607377.9 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -607837.062500 Penalty: 888.408386
	Iteration 7Q: 3 clusters Score -607837.1 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -608190.625000 Penalty: 888.408386
	Iteration 8Q: 3 clusters Score -608190.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -608440.000000 Penalty: 888.408386
	Iteration 9Q: 3 clusters Score -608440 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -608648.937500 Penalty: 888.408386
	Iteration 10Q: 3 clusters Score -608648.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -608836.687500 Penalty: 888.408386
	Iteration 11Q: 3 clusters Score -608836.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -609028.125000 Penalty: 888.408386
	Iteration 12Q: 3 clusters Score -609028.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -609263.500000 Penalty: 888.408386
	Iteration 13Q: 3 clusters Score -609263.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -609539.875000 Penalty: 888.408386
	Iteration 14Q: 3 clusters Score -609539.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -609866.000000 Penalty: 888.408386
	Iteration 15Q: 3 clusters Score -609866 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -610217.125000 Penalty: 888.408386
	Iteration 16Q: 3 clusters Score -610217.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -610599.500000 Penalty: 888.408386
	Iteration 17Q: 3 clusters Score -610599.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -610973.500000 Penalty: 888.408386
	Iteration 18Q: 3 clusters Score -610973.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -611285.937500 Penalty: 888.408386
	Iteration 19Q: 3 clusters Score -611285.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -611541.687500 Penalty: 888.408386
	Iteration 20F: 3 clusters Score -611541.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -611781.687500 Penalty: 888.408386
	Iteration 21Q: 3 clusters Score -611781.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -612040.250000 Penalty: 888.408386
	Iteration 22Q: 3 clusters Score -612040.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -612350.750000 Penalty: 888.408386
	Iteration 23Q: 3 clusters Score -612350.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -612847.687500 Penalty: 888.408386
	Iteration 24Q: 3 clusters Score -612847.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -613503.687500 Penalty: 888.408386
	Iteration 25Q: 3 clusters Score -613503.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -614005.437500 Penalty: 888.408386
	Iteration 26Q: 3 clusters Score -614005.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -614345.187500 Penalty: 888.408386
	Iteration 27Q: 3 clusters Score -614345.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -614572.250000 Penalty: 888.408386
	Iteration 28Q: 3 clusters Score -614572.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -614731.250000 Penalty: 888.408386
	Iteration 29Q: 3 clusters Score -614731.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -614821.062500 Penalty: 888.408386
	Iteration 30Q: 3 clusters Score -614821.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -614897.500000 Penalty: 888.408386
	Iteration 31Q: 3 clusters Score -614897.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -614943.437500 Penalty: 888.408386
	Iteration 32Q: 3 clusters Score -614943.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -614977.375000 Penalty: 888.408386
	Iteration 33Q: 3 clusters Score -614977.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -614982.375000 Penalty: 888.408386
	Iteration 34Q: 3 clusters Score -614982.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -614986.187500 Penalty: 888.408386
	Iteration 35Q: 3 clusters Score -614986.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -614995.250000 Penalty: 888.408386
	Iteration 36Q: 3 clusters Score -614995.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -614995.125000 Penalty: 888.408386
	Iteration 37Q: 3 clusters Score -614995.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -614995.375000 Penalty: 888.408386
	Iteration 38Q: 3 clusters Score -614995.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -614995.437500 Penalty: 888.408386
	Iteration 39Q: 3 clusters Score -614995.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -615100.750000 Penalty: 888.408386
	Iteration 40F: 3 clusters Score -615100.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -615124.312500 Penalty: 888.408386
	Iteration 41Q: 3 clusters Score -615124.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -615127.937500 Penalty: 888.408386
	Iteration 42Q: 3 clusters Score -615127.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -615129.625000 Penalty: 888.408386
	Iteration 43Q: 3 clusters Score -615129.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -615131.875000 Penalty: 888.408386
	Iteration 44Q: 3 clusters Score -615131.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -615130.312500 Penalty: 888.408386
	Iteration 45Q: 3 clusters Score -615130.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -615130.625000 Penalty: 888.408386
	Iteration 46Q: 3 clusters Score -615130.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -615130.750000 Penalty: 888.408386
	Iteration 47Q: 3 clusters Score -615130.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -615130.375000 Penalty: 888.408386
	Iteration 48Q: 3 clusters Score -615130.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -615132.125000 Penalty: 888.408386
	Iteration 49Q: 3 clusters Score -615132.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -615132.437500 Penalty: 888.408386
	Iteration 50Q: 3 clusters Score -615132.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -615132.687500 Penalty: 888.408386
	Iteration 51Q: 3 clusters Score -615132.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -615132.687500 Penalty: 888.408386
	Iteration 52Q: 3 clusters Score -615132.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -615131.687500 Penalty: 888.408386
	Iteration 53Q: 3 clusters Score -615131.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -615131.625000 Penalty: 888.408386
	Iteration 54Q: 3 clusters Score -615131.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -615131.125000 Penalty: 888.408386
	Iteration 55Q: 3 clusters Score -615131.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -615132.062500 Penalty: 888.408386
	Iteration 56Q: 3 clusters Score -615132.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -615132.062500 Penalty: 888.408386
	Iteration 57F: 3 clusters Score -615132.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7615 members 
Mstep: Class 3 contains 10155 members 
Mstep: Class 4 contains 3010 members 
Mstep: Class 5 contains 6026 members 
Mstep: Class 6 contains 9286 members 
Mstep: Class 7 contains 9968 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 600827 members 
Mstep: Class 10 contains 9073 members 
Mstep: Class 11 contains 19819 members 
Mstep: Class 12 contains 11637 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 15 contains 8235 members 
Mstep: Class 16 contains 576345 members 
Mstep: Class 17 contains 20509 members 
Mstep: Class 18 contains 10785 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 13146 members 
Mstep: Class 21 contains 8991 members 
Mstep: Class 22 contains 10151 members 
Mstep: Class 23 contains 1018 members 
Mstep: Class 24 contains 7717 members 
Mstep: Class 25 contains 21449 members 
Mstep: Class 26 contains 2264 members 
Mstep: Class 27 contains 9759 members 
Entering Unmasked Estep 
Score: -50359564.000000 Penalty: 17375.128906
Splitting cluster 2 changes total score from -50355632.000000 to -50359564.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 3 (10155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Entering Unmasked Estep 
Score: -363800.750000 Penalty: 419.770325
	Iteration 0F: 2 clusters Score -363800.8 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 5141 members 
Entering Unmasked Estep 
Score: -357126.218750 Penalty: 839.540649
	Iteration 0F: 3 clusters Score -357126.2 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -360593.125000 Penalty: 839.540649
	Iteration 1F: 3 clusters Score -360593.1 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -361224.156250 Penalty: 839.540649
	Iteration 2F: 3 clusters Score -361224.2 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -361735.718750 Penalty: 839.540649
	Iteration 3F: 3 clusters Score -361735.7 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -362150.250000 Penalty: 839.540649
	Iteration 4F: 3 clusters Score -362150.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -362486.062500 Penalty: 839.540649
	Iteration 5Q: 3 clusters Score -362486.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -362755.875000 Penalty: 839.540649
	Iteration 6Q: 3 clusters Score -362755.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -362942.468750 Penalty: 839.540649
	Iteration 7Q: 3 clusters Score -362942.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -363081.968750 Penalty: 839.540649
	Iteration 8Q: 3 clusters Score -363082 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -363192.000000 Penalty: 839.540649
	Iteration 9Q: 3 clusters Score -363192 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -363303.593750 Penalty: 839.540649
	Iteration 10Q: 3 clusters Score -363303.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -363418.750000 Penalty: 839.540649
	Iteration 11Q: 3 clusters Score -363418.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -363564.750000 Penalty: 839.540649
	Iteration 12Q: 3 clusters Score -363564.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -363674.718750 Penalty: 839.540649
	Iteration 13Q: 3 clusters Score -363674.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -363717.156250 Penalty: 839.540649
	Iteration 14Q: 3 clusters Score -363717.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -363741.843750 Penalty: 839.540649
	Iteration 15Q: 3 clusters Score -363741.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -363760.843750 Penalty: 839.540649
	Iteration 16Q: 3 clusters Score -363760.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -363772.593750 Penalty: 839.540649
	Iteration 17Q: 3 clusters Score -363772.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -363774.906250 Penalty: 839.540649
	Iteration 18Q: 3 clusters Score -363774.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -363776.718750 Penalty: 839.540649
	Iteration 19Q: 3 clusters Score -363776.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -363777.468750 Penalty: 839.540649
	Iteration 20F: 3 clusters Score -363777.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -363778.187500 Penalty: 839.540649
	Iteration 21Q: 3 clusters Score -363778.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -363779.125000 Penalty: 839.540649
	Iteration 22Q: 3 clusters Score -363779.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -363779.468750 Penalty: 839.540649
	Iteration 23Q: 3 clusters Score -363779.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -363779.343750 Penalty: 839.540649
	Iteration 24Q: 3 clusters Score -363779.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -363779.312500 Penalty: 839.540649
	Iteration 25Q: 3 clusters Score -363779.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -363779.812500 Penalty: 839.540649
	Iteration 26Q: 3 clusters Score -363779.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -363780.656250 Penalty: 839.540649
	Iteration 27Q: 3 clusters Score -363780.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -363780.031250 Penalty: 839.540649
	Iteration 28Q: 3 clusters Score -363780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -363780.843750 Penalty: 839.540649
	Iteration 29Q: 3 clusters Score -363780.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -363780.843750 Penalty: 839.540649
	Iteration 30F: 3 clusters Score -363780.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Entering Unmasked Estep 
Score: -106978.382812 Penalty: 364.441132
	Iteration 0F: 2 clusters Score -106978.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -104884.109375 Penalty: 728.882263
	Iteration 0F: 3 clusters Score -104884.1 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -105624.171875 Penalty: 728.882263
	Iteration 1F: 3 clusters Score -105624.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -105748.203125 Penalty: 728.882263
	Iteration 2F: 3 clusters Score -105748.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -105885.242188 Penalty: 728.882263
	Iteration 3F: 3 clusters Score -105885.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -106013.460938 Penalty: 728.882263
	Iteration 4F: 3 clusters Score -106013.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -106147.671875 Penalty: 728.882263
	Iteration 5F: 3 clusters Score -106147.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -106255.906250 Penalty: 728.882263
	Iteration 6F: 3 clusters Score -106255.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -106332.335938 Penalty: 728.882263
	Iteration 7Q: 3 clusters Score -106332.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -106401.476562 Penalty: 728.882263
	Iteration 8Q: 3 clusters Score -106401.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -106451.804688 Penalty: 728.882263
	Iteration 9Q: 3 clusters Score -106451.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -106513.835938 Penalty: 728.882263
	Iteration 10Q: 3 clusters Score -106513.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -106586.648438 Penalty: 728.882263
	Iteration 11Q: 3 clusters Score -106586.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -106641.273438 Penalty: 728.882263
	Iteration 12Q: 3 clusters Score -106641.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -106685.343750 Penalty: 728.882263
	Iteration 13Q: 3 clusters Score -106685.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -106717.859375 Penalty: 728.882263
	Iteration 14Q: 3 clusters Score -106717.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -106742.937500 Penalty: 728.882263
	Iteration 15Q: 3 clusters Score -106742.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -106763.757812 Penalty: 728.882263
	Iteration 16Q: 3 clusters Score -106763.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -106782.140625 Penalty: 728.882263
	Iteration 17Q: 3 clusters Score -106782.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -106796.328125 Penalty: 728.882263
	Iteration 18Q: 3 clusters Score -106796.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -106807.187500 Penalty: 728.882263
	Iteration 19Q: 3 clusters Score -106807.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -106817.617188 Penalty: 728.882263
	Iteration 20F: 3 clusters Score -106817.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -106824.335938 Penalty: 728.882263
	Iteration 21Q: 3 clusters Score -106824.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -106829.046875 Penalty: 728.882263
	Iteration 22Q: 3 clusters Score -106829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -106833.125000 Penalty: 728.882263
	Iteration 23Q: 3 clusters Score -106833.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -106840.335938 Penalty: 728.882263
	Iteration 24Q: 3 clusters Score -106840.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -106845.421875 Penalty: 728.882263
	Iteration 25Q: 3 clusters Score -106845.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -106851.890625 Penalty: 728.882263
	Iteration 26Q: 3 clusters Score -106851.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -106855.546875 Penalty: 728.882263
	Iteration 27Q: 3 clusters Score -106855.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -106856.890625 Penalty: 728.882263
	Iteration 28Q: 3 clusters Score -106856.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -106857.429688 Penalty: 728.882263
	Iteration 29Q: 3 clusters Score -106857.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -106857.679688 Penalty: 728.882263
	Iteration 30Q: 3 clusters Score -106857.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -106857.679688 Penalty: 728.882263
	Iteration 31F: 3 clusters Score -106857.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Entering Unmasked Estep 
Score: -207548.203125 Penalty: 396.024658
	Iteration 0F: 2 clusters Score -207548.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -203482.359375 Penalty: 792.049316
	Iteration 0F: 3 clusters Score -203482.4 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -205232.421875 Penalty: 792.049316
	Iteration 1F: 3 clusters Score -205232.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -205592.312500 Penalty: 792.049316
	Iteration 2F: 3 clusters Score -205592.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -206027.875000 Penalty: 792.049316
	Iteration 3F: 3 clusters Score -206027.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -206477.703125 Penalty: 792.049316
	Iteration 4F: 3 clusters Score -206477.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -206845.375000 Penalty: 792.049316
	Iteration 5F: 3 clusters Score -206845.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -207070.421875 Penalty: 792.049316
	Iteration 6F: 3 clusters Score -207070.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -207182.890625 Penalty: 792.049316
	Iteration 7Q: 3 clusters Score -207182.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -207239.671875 Penalty: 792.049316
	Iteration 8Q: 3 clusters Score -207239.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -207276.796875 Penalty: 792.049316
	Iteration 9Q: 3 clusters Score -207276.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -207300.515625 Penalty: 792.049316
	Iteration 10Q: 3 clusters Score -207300.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -207321.343750 Penalty: 792.049316
	Iteration 11Q: 3 clusters Score -207321.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -207340.734375 Penalty: 792.049316
	Iteration 12Q: 3 clusters Score -207340.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -207355.328125 Penalty: 792.049316
	Iteration 13Q: 3 clusters Score -207355.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -207364.109375 Penalty: 792.049316
	Iteration 14Q: 3 clusters Score -207364.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -207373.968750 Penalty: 792.049316
	Iteration 15Q: 3 clusters Score -207374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -207378.484375 Penalty: 792.049316
	Iteration 16Q: 3 clusters Score -207378.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -207380.968750 Penalty: 792.049316
	Iteration 17Q: 3 clusters Score -207381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -207384.265625 Penalty: 792.049316
	Iteration 18Q: 3 clusters Score -207384.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -207387.515625 Penalty: 792.049316
	Iteration 19Q: 3 clusters Score -207387.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -207388.437500 Penalty: 792.049316
	Iteration 20F: 3 clusters Score -207388.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -207388.375000 Penalty: 792.049316
	Iteration 21Q: 3 clusters Score -207388.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -207389.390625 Penalty: 792.049316
	Iteration 22Q: 3 clusters Score -207389.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -207389.218750 Penalty: 792.049316
	Iteration 23Q: 3 clusters Score -207389.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -207389.750000 Penalty: 792.049316
	Iteration 24Q: 3 clusters Score -207389.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -207390.281250 Penalty: 792.049316
	Iteration 25Q: 3 clusters Score -207390.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -207391.296875 Penalty: 792.049316
	Iteration 26Q: 3 clusters Score -207391.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -207392.203125 Penalty: 792.049316
	Iteration 27Q: 3 clusters Score -207392.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -207392.203125 Penalty: 792.049316
	Iteration 28F: 3 clusters Score -207392.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Entering Unmasked Estep 
Score: -327013.750000 Penalty: 415.699951
	Iteration 0F: 2 clusters Score -327013.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -320825.593750 Penalty: 831.399902
	Iteration 0F: 3 clusters Score -320825.6 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -323397.531250 Penalty: 831.399902
	Iteration 1F: 3 clusters Score -323397.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -323807.593750 Penalty: 831.399902
	Iteration 2F: 3 clusters Score -323807.6 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -324393.218750 Penalty: 831.399902
	Iteration 3F: 3 clusters Score -324393.2 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -325043.093750 Penalty: 831.399902
	Iteration 4F: 3 clusters Score -325043.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -325469.562500 Penalty: 831.399902
	Iteration 5F: 3 clusters Score -325469.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -325689.531250 Penalty: 831.399902
	Iteration 6Q: 3 clusters Score -325689.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -325824.281250 Penalty: 831.399902
	Iteration 7Q: 3 clusters Score -325824.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -325904.500000 Penalty: 831.399902
	Iteration 8Q: 3 clusters Score -325904.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -325965.968750 Penalty: 831.399902
	Iteration 9Q: 3 clusters Score -325966 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -326017.531250 Penalty: 831.399902
	Iteration 10Q: 3 clusters Score -326017.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -326063.937500 Penalty: 831.399902
	Iteration 11Q: 3 clusters Score -326063.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -326091.343750 Penalty: 831.399902
	Iteration 12Q: 3 clusters Score -326091.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -326116.937500 Penalty: 831.399902
	Iteration 13Q: 3 clusters Score -326116.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -326135.281250 Penalty: 831.399902
	Iteration 14Q: 3 clusters Score -326135.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -326153.187500 Penalty: 831.399902
	Iteration 15Q: 3 clusters Score -326153.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -326169.906250 Penalty: 831.399902
	Iteration 16Q: 3 clusters Score -326169.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -326189.718750 Penalty: 831.399902
	Iteration 17Q: 3 clusters Score -326189.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -326209.031250 Penalty: 831.399902
	Iteration 18Q: 3 clusters Score -326209 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -326221.218750 Penalty: 831.399902
	Iteration 19Q: 3 clusters Score -326221.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -326230.375000 Penalty: 831.399902
	Iteration 20F: 3 clusters Score -326230.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -326236.281250 Penalty: 831.399902
	Iteration 21Q: 3 clusters Score -326236.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -326242.968750 Penalty: 831.399902
	Iteration 22Q: 3 clusters Score -326243 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -326249.500000 Penalty: 831.399902
	Iteration 23Q: 3 clusters Score -326249.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -326259.843750 Penalty: 831.399902
	Iteration 24Q: 3 clusters Score -326259.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -326272.281250 Penalty: 831.399902
	Iteration 25Q: 3 clusters Score -326272.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -326280.000000 Penalty: 831.399902
	Iteration 26Q: 3 clusters Score -326280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -326285.968750 Penalty: 831.399902
	Iteration 27Q: 3 clusters Score -326286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -326288.843750 Penalty: 831.399902
	Iteration 28Q: 3 clusters Score -326288.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -326290.562500 Penalty: 831.399902
	Iteration 29Q: 3 clusters Score -326290.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -326294.281250 Penalty: 831.399902
	Iteration 30Q: 3 clusters Score -326294.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -326298.000000 Penalty: 831.399902
	Iteration 31Q: 3 clusters Score -326298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -326300.187500 Penalty: 831.399902
	Iteration 32Q: 3 clusters Score -326300.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -326302.406250 Penalty: 831.399902
	Iteration 33Q: 3 clusters Score -326302.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -326304.218750 Penalty: 831.399902
	Iteration 34Q: 3 clusters Score -326304.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -326305.812500 Penalty: 831.399902
	Iteration 35Q: 3 clusters Score -326305.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -326307.031250 Penalty: 831.399902
	Iteration 36Q: 3 clusters Score -326307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -326307.937500 Penalty: 831.399902
	Iteration 37Q: 3 clusters Score -326307.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -326309.250000 Penalty: 831.399902
	Iteration 38Q: 3 clusters Score -326309.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -326311.375000 Penalty: 831.399902
	Iteration 39Q: 3 clusters Score -326311.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -326310.687500 Penalty: 831.399902
	Iteration 40F: 3 clusters Score -326310.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -326312.750000 Penalty: 831.399902
	Iteration 41Q: 3 clusters Score -326312.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -326314.000000 Penalty: 831.399902
	Iteration 42Q: 3 clusters Score -326314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -326315.375000 Penalty: 831.399902
	Iteration 43Q: 3 clusters Score -326315.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -326317.843750 Penalty: 831.399902
	Iteration 44Q: 3 clusters Score -326317.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -326317.562500 Penalty: 831.399902
	Iteration 45Q: 3 clusters Score -326317.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -326318.500000 Penalty: 831.399902
	Iteration 46Q: 3 clusters Score -326318.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -326320.125000 Penalty: 831.399902
	Iteration 47Q: 3 clusters Score -326320.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -326319.531250 Penalty: 831.399902
	Iteration 48Q: 3 clusters Score -326319.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -326320.437500 Penalty: 831.399902
	Iteration 49Q: 3 clusters Score -326320.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -326321.781250 Penalty: 831.399902
	Iteration 50Q: 3 clusters Score -326321.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -326322.406250 Penalty: 831.399902
	Iteration 51Q: 3 clusters Score -326322.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -326325.156250 Penalty: 831.399902
	Iteration 52Q: 3 clusters Score -326325.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -326328.343750 Penalty: 831.399902
	Iteration 53Q: 3 clusters Score -326328.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -326331.125000 Penalty: 831.399902
	Iteration 54Q: 3 clusters Score -326331.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -326335.656250 Penalty: 831.399902
	Iteration 55Q: 3 clusters Score -326335.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -326339.000000 Penalty: 831.399902
	Iteration 56Q: 3 clusters Score -326339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -326341.437500 Penalty: 831.399902
	Iteration 57Q: 3 clusters Score -326341.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -326344.843750 Penalty: 831.399902
	Iteration 58Q: 3 clusters Score -326344.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -326348.031250 Penalty: 831.399902
	Iteration 59Q: 3 clusters Score -326348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -326352.625000 Penalty: 831.399902
	Iteration 60F: 3 clusters Score -326352.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -326354.562500 Penalty: 831.399902
	Iteration 61Q: 3 clusters Score -326354.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -326356.437500 Penalty: 831.399902
	Iteration 62Q: 3 clusters Score -326356.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -326357.093750 Penalty: 831.399902
	Iteration 63Q: 3 clusters Score -326357.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -326358.250000 Penalty: 831.399902
	Iteration 64Q: 3 clusters Score -326358.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -326359.250000 Penalty: 831.399902
	Iteration 65Q: 3 clusters Score -326359.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -326358.687500 Penalty: 831.399902
	Iteration 66Q: 3 clusters Score -326358.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -326360.812500 Penalty: 831.399902
	Iteration 67Q: 3 clusters Score -326360.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -326361.812500 Penalty: 831.399902
	Iteration 68Q: 3 clusters Score -326361.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -326362.656250 Penalty: 831.399902
	Iteration 69Q: 3 clusters Score -326362.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -326364.375000 Penalty: 831.399902
	Iteration 70Q: 3 clusters Score -326364.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -326365.937500 Penalty: 831.399902
	Iteration 71Q: 3 clusters Score -326365.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -326367.062500 Penalty: 831.399902
	Iteration 72Q: 3 clusters Score -326367.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -326368.687500 Penalty: 831.399902
	Iteration 73Q: 3 clusters Score -326368.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -326370.187500 Penalty: 831.399902
	Iteration 74Q: 3 clusters Score -326370.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -326370.625000 Penalty: 831.399902
	Iteration 75Q: 3 clusters Score -326370.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -326370.843750 Penalty: 831.399902
	Iteration 76Q: 3 clusters Score -326370.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -326371.156250 Penalty: 831.399902
	Iteration 77Q: 3 clusters Score -326371.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -326371.875000 Penalty: 831.399902
	Iteration 78Q: 3 clusters Score -326371.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -326372.750000 Penalty: 831.399902
	Iteration 79Q: 3 clusters Score -326372.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -326372.781250 Penalty: 831.399902
	Iteration 80F: 3 clusters Score -326372.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -326373.343750 Penalty: 831.399902
	Iteration 81Q: 3 clusters Score -326373.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -326372.593750 Penalty: 831.399902
	Iteration 82Q: 3 clusters Score -326372.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -326374.156250 Penalty: 831.399902
	Iteration 83Q: 3 clusters Score -326374.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -326374.687500 Penalty: 831.399902
	Iteration 84Q: 3 clusters Score -326374.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -326374.093750 Penalty: 831.399902
	Iteration 85Q: 3 clusters Score -326374.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -326374.093750 Penalty: 831.399902
	Iteration 86F: 3 clusters Score -326374.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -380203.812500 Penalty: 418.924652
	Iteration 0F: 2 clusters Score -380203.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -373463.343750 Penalty: 837.849304
	Iteration 0F: 3 clusters Score -373463.3 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -376280.218750 Penalty: 837.849304
	Iteration 1F: 3 clusters Score -376280.2 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -376618.343750 Penalty: 837.849304
	Iteration 2F: 3 clusters Score -376618.3 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -377000.625000 Penalty: 837.849304
	Iteration 3F: 3 clusters Score -377000.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -377447.343750 Penalty: 837.849304
	Iteration 4F: 3 clusters Score -377447.3 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -377912.187500 Penalty: 837.849304
	Iteration 5F: 3 clusters Score -377912.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -378284.656250 Penalty: 837.849304
	Iteration 6F: 3 clusters Score -378284.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -378521.781250 Penalty: 837.849304
	Iteration 7Q: 3 clusters Score -378521.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -378606.781250 Penalty: 837.849304
	Iteration 8Q: 3 clusters Score -378606.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -378644.875000 Penalty: 837.849304
	Iteration 9Q: 3 clusters Score -378644.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -378671.375000 Penalty: 837.849304
	Iteration 10Q: 3 clusters Score -378671.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -378699.062500 Penalty: 837.849304
	Iteration 11Q: 3 clusters Score -378699.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -378724.937500 Penalty: 837.849304
	Iteration 12Q: 3 clusters Score -378724.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -378740.937500 Penalty: 837.849304
	Iteration 13Q: 3 clusters Score -378740.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -378756.281250 Penalty: 837.849304
	Iteration 14Q: 3 clusters Score -378756.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -378770.281250 Penalty: 837.849304
	Iteration 15Q: 3 clusters Score -378770.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -378780.812500 Penalty: 837.849304
	Iteration 16Q: 3 clusters Score -378780.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -378790.062500 Penalty: 837.849304
	Iteration 17Q: 3 clusters Score -378790.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -378802.437500 Penalty: 837.849304
	Iteration 18Q: 3 clusters Score -378802.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -378813.218750 Penalty: 837.849304
	Iteration 19Q: 3 clusters Score -378813.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -378820.718750 Penalty: 837.849304
	Iteration 20F: 3 clusters Score -378820.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -378828.625000 Penalty: 837.849304
	Iteration 21Q: 3 clusters Score -378828.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -378834.875000 Penalty: 837.849304
	Iteration 22Q: 3 clusters Score -378834.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -378840.812500 Penalty: 837.849304
	Iteration 23Q: 3 clusters Score -378840.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -378848.437500 Penalty: 837.849304
	Iteration 24Q: 3 clusters Score -378848.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -378855.218750 Penalty: 837.849304
	Iteration 25Q: 3 clusters Score -378855.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -378864.375000 Penalty: 837.849304
	Iteration 26Q: 3 clusters Score -378864.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -378873.656250 Penalty: 837.849304
	Iteration 27Q: 3 clusters Score -378873.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -378882.406250 Penalty: 837.849304
	Iteration 28Q: 3 clusters Score -378882.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -378887.687500 Penalty: 837.849304
	Iteration 29Q: 3 clusters Score -378887.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -378891.312500 Penalty: 837.849304
	Iteration 30Q: 3 clusters Score -378891.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -378896.937500 Penalty: 837.849304
	Iteration 31Q: 3 clusters Score -378896.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -378900.625000 Penalty: 837.849304
	Iteration 32Q: 3 clusters Score -378900.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -378904.375000 Penalty: 837.849304
	Iteration 33Q: 3 clusters Score -378904.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -378908.968750 Penalty: 837.849304
	Iteration 34Q: 3 clusters Score -378909 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -378913.062500 Penalty: 837.849304
	Iteration 35Q: 3 clusters Score -378913.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -378918.187500 Penalty: 837.849304
	Iteration 36Q: 3 clusters Score -378918.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -378924.187500 Penalty: 837.849304
	Iteration 37Q: 3 clusters Score -378924.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -378926.937500 Penalty: 837.849304
	Iteration 38Q: 3 clusters Score -378926.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -378930.000000 Penalty: 837.849304
	Iteration 39Q: 3 clusters Score -378930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -378934.656250 Penalty: 837.849304
	Iteration 40F: 3 clusters Score -378934.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -378938.125000 Penalty: 837.849304
	Iteration 41Q: 3 clusters Score -378938.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -378940.687500 Penalty: 837.849304
	Iteration 42Q: 3 clusters Score -378940.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -378947.125000 Penalty: 837.849304
	Iteration 43Q: 3 clusters Score -378947.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -378953.031250 Penalty: 837.849304
	Iteration 44Q: 3 clusters Score -378953 nChanged 66
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: -378965.218750 Penalty: 837.849304
	Iteration 45Q: 3 clusters Score -378965.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -378973.250000 Penalty: 837.849304
	Iteration 46Q: 3 clusters Score -378973.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -378985.281250 Penalty: 837.849304
	Iteration 47Q: 3 clusters Score -378985.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -378995.843750 Penalty: 837.849304
	Iteration 48Q: 3 clusters Score -378995.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -379014.031250 Penalty: 837.849304
	Iteration 49Q: 3 clusters Score -379014 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -379041.281250 Penalty: 837.849304
	Iteration 50Q: 3 clusters Score -379041.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -379077.062500 Penalty: 837.849304
	Iteration 51Q: 3 clusters Score -379077.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -379116.625000 Penalty: 837.849304
	Iteration 52Q: 3 clusters Score -379116.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -379159.343750 Penalty: 837.849304
	Iteration 53Q: 3 clusters Score -379159.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -379200.531250 Penalty: 837.849304
	Iteration 54Q: 3 clusters Score -379200.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -379243.968750 Penalty: 837.849304
	Iteration 55Q: 3 clusters Score -379244 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -379285.687500 Penalty: 837.849304
	Iteration 56Q: 3 clusters Score -379285.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -379320.656250 Penalty: 837.849304
	Iteration 57Q: 3 clusters Score -379320.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -379353.312500 Penalty: 837.849304
	Iteration 58Q: 3 clusters Score -379353.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -379378.093750 Penalty: 837.849304
	Iteration 59Q: 3 clusters Score -379378.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -379399.593750 Penalty: 837.849304
	Iteration 60F: 3 clusters Score -379399.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -379417.625000 Penalty: 837.849304
	Iteration 61Q: 3 clusters Score -379417.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -379434.718750 Penalty: 837.849304
	Iteration 62Q: 3 clusters Score -379434.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -379443.906250 Penalty: 837.849304
	Iteration 63Q: 3 clusters Score -379443.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -379455.031250 Penalty: 837.849304
	Iteration 64Q: 3 clusters Score -379455 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -379463.468750 Penalty: 837.849304
	Iteration 65Q: 3 clusters Score -379463.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -379471.468750 Penalty: 837.849304
	Iteration 66Q: 3 clusters Score -379471.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -379481.312500 Penalty: 837.849304
	Iteration 67Q: 3 clusters Score -379481.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -379493.375000 Penalty: 837.849304
	Iteration 68Q: 3 clusters Score -379493.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -379508.187500 Penalty: 837.849304
	Iteration 69Q: 3 clusters Score -379508.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -379521.812500 Penalty: 837.849304
	Iteration 70Q: 3 clusters Score -379521.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -379534.062500 Penalty: 837.849304
	Iteration 71Q: 3 clusters Score -379534.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -379546.437500 Penalty: 837.849304
	Iteration 72Q: 3 clusters Score -379546.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -379556.312500 Penalty: 837.849304
	Iteration 73Q: 3 clusters Score -379556.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -379568.500000 Penalty: 837.849304
	Iteration 74Q: 3 clusters Score -379568.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -379582.906250 Penalty: 837.849304
	Iteration 75Q: 3 clusters Score -379582.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -379593.750000 Penalty: 837.849304
	Iteration 76Q: 3 clusters Score -379593.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -379603.906250 Penalty: 837.849304
	Iteration 77Q: 3 clusters Score -379603.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -379611.593750 Penalty: 837.849304
	Iteration 78Q: 3 clusters Score -379611.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -379619.468750 Penalty: 837.849304
	Iteration 79Q: 3 clusters Score -379619.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -379629.531250 Penalty: 837.849304
	Iteration 80F: 3 clusters Score -379629.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -379638.812500 Penalty: 837.849304
	Iteration 81Q: 3 clusters Score -379638.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -379648.093750 Penalty: 837.849304
	Iteration 82Q: 3 clusters Score -379648.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -379656.718750 Penalty: 837.849304
	Iteration 83Q: 3 clusters Score -379656.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -379663.406250 Penalty: 837.849304
	Iteration 84Q: 3 clusters Score -379663.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -379670.500000 Penalty: 837.849304
	Iteration 85Q: 3 clusters Score -379670.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -379677.187500 Penalty: 837.849304
	Iteration 86Q: 3 clusters Score -379677.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -379684.781250 Penalty: 837.849304
	Iteration 87Q: 3 clusters Score -379684.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -379695.625000 Penalty: 837.849304
	Iteration 88Q: 3 clusters Score -379695.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -379704.250000 Penalty: 837.849304
	Iteration 89Q: 3 clusters Score -379704.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -379709.625000 Penalty: 837.849304
	Iteration 90Q: 3 clusters Score -379709.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -379717.593750 Penalty: 837.849304
	Iteration 91Q: 3 clusters Score -379717.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -379722.156250 Penalty: 837.849304
	Iteration 92Q: 3 clusters Score -379722.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -379728.468750 Penalty: 837.849304
	Iteration 93Q: 3 clusters Score -379728.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -379733.625000 Penalty: 837.849304
	Iteration 94Q: 3 clusters Score -379733.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -379737.968750 Penalty: 837.849304
	Iteration 95Q: 3 clusters Score -379738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -379744.562500 Penalty: 837.849304
	Iteration 96Q: 3 clusters Score -379744.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -379752.812500 Penalty: 837.849304
	Iteration 97Q: 3 clusters Score -379752.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -379756.562500 Penalty: 837.849304
	Iteration 98Q: 3 clusters Score -379756.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -379760.406250 Penalty: 837.849304
	Iteration 99Q: 3 clusters Score -379760.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -379763.562500 Penalty: 837.849304
	Iteration 100F: 3 clusters Score -379763.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -379766.156250 Penalty: 837.849304
	Iteration 101Q: 3 clusters Score -379766.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -379768.062500 Penalty: 837.849304
	Iteration 102Q: 3 clusters Score -379768.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -379770.625000 Penalty: 837.849304
	Iteration 103Q: 3 clusters Score -379770.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -379772.593750 Penalty: 837.849304
	Iteration 104Q: 3 clusters Score -379772.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -379775.250000 Penalty: 837.849304
	Iteration 105Q: 3 clusters Score -379775.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -379775.500000 Penalty: 837.849304
	Iteration 106Q: 3 clusters Score -379775.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -379779.218750 Penalty: 837.849304
	Iteration 107Q: 3 clusters Score -379779.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -379780.250000 Penalty: 837.849304
	Iteration 108Q: 3 clusters Score -379780.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -379782.312500 Penalty: 837.849304
	Iteration 109Q: 3 clusters Score -379782.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -379783.812500 Penalty: 837.849304
	Iteration 110Q: 3 clusters Score -379783.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -379788.312500 Penalty: 837.849304
	Iteration 111Q: 3 clusters Score -379788.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -379789.500000 Penalty: 837.849304
	Iteration 112Q: 3 clusters Score -379789.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -379790.718750 Penalty: 837.849304
	Iteration 113Q: 3 clusters Score -379790.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -379795.093750 Penalty: 837.849304
	Iteration 114Q: 3 clusters Score -379795.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -379797.625000 Penalty: 837.849304
	Iteration 115Q: 3 clusters Score -379797.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -379797.281250 Penalty: 837.849304
	Iteration 116Q: 3 clusters Score -379797.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -379798.687500 Penalty: 837.849304
	Iteration 117Q: 3 clusters Score -379798.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -379799.468750 Penalty: 837.849304
	Iteration 118Q: 3 clusters Score -379799.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -379801.875000 Penalty: 837.849304
	Iteration 119Q: 3 clusters Score -379801.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -379803.375000 Penalty: 837.849304
	Iteration 120F: 3 clusters Score -379803.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -379804.531250 Penalty: 837.849304
	Iteration 121Q: 3 clusters Score -379804.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -379805.031250 Penalty: 837.849304
	Iteration 122Q: 3 clusters Score -379805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -379806.468750 Penalty: 837.849304
	Iteration 123Q: 3 clusters Score -379806.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -379807.000000 Penalty: 837.849304
	Iteration 124Q: 3 clusters Score -379807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -379809.312500 Penalty: 837.849304
	Iteration 125Q: 3 clusters Score -379809.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -379809.843750 Penalty: 837.849304
	Iteration 126Q: 3 clusters Score -379809.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -379811.093750 Penalty: 837.849304
	Iteration 127Q: 3 clusters Score -379811.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -379812.843750 Penalty: 837.849304
	Iteration 128Q: 3 clusters Score -379812.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -379814.562500 Penalty: 837.849304
	Iteration 129Q: 3 clusters Score -379814.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -379815.468750 Penalty: 837.849304
	Iteration 130Q: 3 clusters Score -379815.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -379818.250000 Penalty: 837.849304
	Iteration 131Q: 3 clusters Score -379818.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -379820.250000 Penalty: 837.849304
	Iteration 132Q: 3 clusters Score -379820.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -379827.156250 Penalty: 837.849304
	Iteration 133Q: 3 clusters Score -379827.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -379837.125000 Penalty: 837.849304
	Iteration 134Q: 3 clusters Score -379837.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -379844.750000 Penalty: 837.849304
	Iteration 135Q: 3 clusters Score -379844.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -379850.187500 Penalty: 837.849304
	Iteration 136Q: 3 clusters Score -379850.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -379857.656250 Penalty: 837.849304
	Iteration 137Q: 3 clusters Score -379857.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -379864.375000 Penalty: 837.849304
	Iteration 138Q: 3 clusters Score -379864.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -379869.625000 Penalty: 837.849304
	Iteration 139Q: 3 clusters Score -379869.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -379876.812500 Penalty: 837.849304
	Iteration 140F: 3 clusters Score -379876.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -379881.000000 Penalty: 837.849304
	Iteration 141Q: 3 clusters Score -379881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -379883.281250 Penalty: 837.849304
	Iteration 142Q: 3 clusters Score -379883.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -379885.781250 Penalty: 837.849304
	Iteration 143Q: 3 clusters Score -379885.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -379885.281250 Penalty: 837.849304
	Iteration 144Q: 3 clusters Score -379885.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -379885.312500 Penalty: 837.849304
	Iteration 145Q: 3 clusters Score -379885.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -379885.625000 Penalty: 837.849304
	Iteration 146Q: 3 clusters Score -379885.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -379886.750000 Penalty: 837.849304
	Iteration 147Q: 3 clusters Score -379886.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -379887.687500 Penalty: 837.849304
	Iteration 148Q: 3 clusters Score -379887.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -379888.375000 Penalty: 837.849304
	Iteration 149Q: 3 clusters Score -379888.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -379889.750000 Penalty: 837.849304
	Iteration 150Q: 3 clusters Score -379889.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -379892.250000 Penalty: 837.849304
	Iteration 151Q: 3 clusters Score -379892.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -379892.687500 Penalty: 837.849304
	Iteration 152Q: 3 clusters Score -379892.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -379892.468750 Penalty: 837.849304
	Iteration 153Q: 3 clusters Score -379892.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -379894.281250 Penalty: 837.849304
	Iteration 154Q: 3 clusters Score -379894.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -379895.093750 Penalty: 837.849304
	Iteration 155Q: 3 clusters Score -379895.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -379895.375000 Penalty: 837.849304
	Iteration 156Q: 3 clusters Score -379895.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -379897.000000 Penalty: 837.849304
	Iteration 157Q: 3 clusters Score -379897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -379898.125000 Penalty: 837.849304
	Iteration 158Q: 3 clusters Score -379898.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -379899.437500 Penalty: 837.849304
	Iteration 159Q: 3 clusters Score -379899.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -379902.500000 Penalty: 837.849304
	Iteration 160F: 3 clusters Score -379902.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -379904.468750 Penalty: 837.849304
	Iteration 161Q: 3 clusters Score -379904.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -379908.437500 Penalty: 837.849304
	Iteration 162Q: 3 clusters Score -379908.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -379913.562500 Penalty: 837.849304
	Iteration 163Q: 3 clusters Score -379913.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -379917.281250 Penalty: 837.849304
	Iteration 164Q: 3 clusters Score -379917.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -379919.218750 Penalty: 837.849304
	Iteration 165Q: 3 clusters Score -379919.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -379921.218750 Penalty: 837.849304
	Iteration 166Q: 3 clusters Score -379921.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -379924.281250 Penalty: 837.849304
	Iteration 167Q: 3 clusters Score -379924.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -379925.343750 Penalty: 837.849304
	Iteration 168Q: 3 clusters Score -379925.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -379927.937500 Penalty: 837.849304
	Iteration 169Q: 3 clusters Score -379927.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -379930.093750 Penalty: 837.849304
	Iteration 170Q: 3 clusters Score -379930.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -379931.406250 Penalty: 837.849304
	Iteration 171Q: 3 clusters Score -379931.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -379933.906250 Penalty: 837.849304
	Iteration 172Q: 3 clusters Score -379933.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -379934.312500 Penalty: 837.849304
	Iteration 173Q: 3 clusters Score -379934.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -379936.062500 Penalty: 837.849304
	Iteration 174Q: 3 clusters Score -379936.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -379936.031250 Penalty: 837.849304
	Iteration 175Q: 3 clusters Score -379936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -379938.562500 Penalty: 837.849304
	Iteration 176Q: 3 clusters Score -379938.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -379940.937500 Penalty: 837.849304
	Iteration 177Q: 3 clusters Score -379940.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -379943.500000 Penalty: 837.849304
	Iteration 178Q: 3 clusters Score -379943.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -379944.812500 Penalty: 837.849304
	Iteration 179Q: 3 clusters Score -379944.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -379946.343750 Penalty: 837.849304
	Iteration 180F: 3 clusters Score -379946.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -379947.031250 Penalty: 837.849304
	Iteration 181Q: 3 clusters Score -379947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -379947.750000 Penalty: 837.849304
	Iteration 182Q: 3 clusters Score -379947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -379948.000000 Penalty: 837.849304
	Iteration 183Q: 3 clusters Score -379948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -379948.031250 Penalty: 837.849304
	Iteration 184Q: 3 clusters Score -379948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -379948.000000 Penalty: 837.849304
	Iteration 185Q: 3 clusters Score -379948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -379948.000000 Penalty: 837.849304
	Iteration 186F: 3 clusters Score -379948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -22399.644531 Penalty: 302.410767
	Iteration 0F: 2 clusters Score -22399.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -21758.767578 Penalty: 604.821533
	Iteration 0F: 3 clusters Score -21758.77 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -21974.130859 Penalty: 604.821533
	Iteration 1F: 3 clusters Score -21974.13 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -22098.187500 Penalty: 604.821533
	Iteration 2F: 3 clusters Score -22098.19 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -22215.130859 Penalty: 604.821533
	Iteration 3F: 3 clusters Score -22215.13 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -22285.113281 Penalty: 604.821533
	Iteration 4F: 3 clusters Score -22285.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -22344.820312 Penalty: 604.821533
	Iteration 5Q: 3 clusters Score -22344.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -22417.708984 Penalty: 604.821533
	Iteration 6Q: 3 clusters Score -22417.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -22467.562500 Penalty: 604.821533
	Iteration 7Q: 3 clusters Score -22467.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -22482.765625 Penalty: 604.821533
	Iteration 8Q: 3 clusters Score -22482.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -22489.398438 Penalty: 604.821533
	Iteration 9Q: 3 clusters Score -22489.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -22493.070312 Penalty: 604.821533
	Iteration 10Q: 3 clusters Score -22493.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -22494.269531 Penalty: 604.821533
	Iteration 11Q: 3 clusters Score -22494.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -22495.589844 Penalty: 604.821533
	Iteration 12Q: 3 clusters Score -22495.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -22496.470703 Penalty: 604.821533
	Iteration 13Q: 3 clusters Score -22496.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -22497.679688 Penalty: 604.821533
	Iteration 14Q: 3 clusters Score -22497.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -22497.679688 Penalty: 604.821533
	Iteration 15F: 3 clusters Score -22497.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7615 members 
Mstep: Class 3 contains 10155 members 
Mstep: Class 4 contains 3010 members 
Mstep: Class 5 contains 6026 members 
Mstep: Class 6 contains 9286 members 
Mstep: Class 7 contains 9968 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 600827 members 
Mstep: Class 10 contains 9073 members 
Mstep: Class 11 contains 19819 members 
Mstep: Class 12 contains 11637 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 15 contains 8235 members 
Mstep: Class 16 contains 576345 members 
Mstep: Class 17 contains 20509 members 
Mstep: Class 18 contains 10785 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 13146 members 
Mstep: Class 21 contains 8991 members 
Mstep: Class 22 contains 10151 members 
Mstep: Class 23 contains 1018 members 
Mstep: Class 24 contains 7717 members 
Mstep: Class 25 contains 21449 members 
Mstep: Class 26 contains 2264 members 
Mstep: Class 27 contains 9759 members 
Mstep: Class 28 contains 541 members 
Entering Unmasked Estep 
Score: -50359300.000000 Penalty: 18018.652344
Splitting cluster 8 changes total score from -50355632.000000 to -50359300.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 9 (600827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600827 members 
Entering Unmasked Estep 
Score: -22710000.000000 Penalty: 605.425842
	Iteration 0F: 2 clusters Score -2.271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300551 members 
Mstep: Class 2 contains 300276 members 
Entering Unmasked Estep 
Score: -22303618.000000 Penalty: 1210.851685
	Iteration 0F: 3 clusters Score -2.230362e+07 nChanged 298035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300332 members 
Mstep: Class 2 contains 300495 members 
Entering Unmasked Estep 
Score: -22491998.000000 Penalty: 1210.851685
	Iteration 1F: 3 clusters Score -2.2492e+07 nChanged 26167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296875 members 
Mstep: Class 2 contains 303952 members 
Entering Unmasked Estep 
Score: -22501900.000000 Penalty: 1210.851685
	Iteration 2Q: 3 clusters Score -2.25019e+07 nChanged 30506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292139 members 
Mstep: Class 2 contains 308688 members 
Entering Unmasked Estep 
Score: -22515570.000000 Penalty: 1210.851685
	Iteration 3F: 3 clusters Score -2.251557e+07 nChanged 33988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287315 members 
Mstep: Class 2 contains 313512 members 
Entering Unmasked Estep 
Score: -22533184.000000 Penalty: 1210.851685
	Iteration 4F: 3 clusters Score -2.253318e+07 nChanged 35369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283568 members 
Mstep: Class 2 contains 317259 members 
Entering Unmasked Estep 
Score: -22554124.000000 Penalty: 1210.851685
	Iteration 5F: 3 clusters Score -2.255412e+07 nChanged 34424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280790 members 
Mstep: Class 2 contains 320037 members 
Entering Unmasked Estep 
Score: -22576108.000000 Penalty: 1210.851685
	Iteration 6F: 3 clusters Score -2.257611e+07 nChanged 31065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277859 members 
Mstep: Class 2 contains 322968 members 
Entering Unmasked Estep 
Score: -22594370.000000 Penalty: 1210.851685
	Iteration 7F: 3 clusters Score -2.259437e+07 nChanged 24276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273859 members 
Mstep: Class 2 contains 326968 members 
Entering Unmasked Estep 
Score: -22604352.000000 Penalty: 1210.851685
	Iteration 8Q: 3 clusters Score -2.260435e+07 nChanged 16053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268754 members 
Mstep: Class 2 contains 332073 members 
Entering Unmasked Estep 
Score: -22608646.000000 Penalty: 1210.851685
	Iteration 9Q: 3 clusters Score -2.260865e+07 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262837 members 
Mstep: Class 2 contains 337990 members 
Entering Unmasked Estep 
Score: -22611026.000000 Penalty: 1210.851685
	Iteration 10Q: 3 clusters Score -2.261103e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256222 members 
Mstep: Class 2 contains 344605 members 
Entering Unmasked Estep 
Score: -22612448.000000 Penalty: 1210.851685
	Iteration 11Q: 3 clusters Score -2.261245e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248925 members 
Mstep: Class 2 contains 351902 members 
Entering Unmasked Estep 
Score: -22614268.000000 Penalty: 1210.851685
	Iteration 12Q: 3 clusters Score -2.261427e+07 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240625 members 
Mstep: Class 2 contains 360202 members 
Entering Unmasked Estep 
Score: -22616882.000000 Penalty: 1210.851685
	Iteration 13Q: 3 clusters Score -2.261688e+07 nChanged 10112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231299 members 
Mstep: Class 2 contains 369528 members 
Entering Unmasked Estep 
Score: -22619484.000000 Penalty: 1210.851685
	Iteration 14Q: 3 clusters Score -2.261948e+07 nChanged 11203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221052 members 
Mstep: Class 2 contains 379775 members 
Entering Unmasked Estep 
Score: -22622906.000000 Penalty: 1210.851685
	Iteration 15Q: 3 clusters Score -2.262291e+07 nChanged 12561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209565 members 
Mstep: Class 2 contains 391262 members 
Entering Unmasked Estep 
Score: -22627564.000000 Penalty: 1210.851685
	Iteration 16Q: 3 clusters Score -2.262756e+07 nChanged 13879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196972 members 
Mstep: Class 2 contains 403855 members 
Entering Unmasked Estep 
Score: -22632852.000000 Penalty: 1210.851685
	Iteration 17Q: 3 clusters Score -2.263285e+07 nChanged 15062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183472 members 
Mstep: Class 2 contains 417355 members 
Entering Unmasked Estep 
Score: -22639794.000000 Penalty: 1210.851685
	Iteration 18Q: 3 clusters Score -2.263979e+07 nChanged 15776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169456 members 
Mstep: Class 2 contains 431371 members 
Entering Unmasked Estep 
Score: -22647384.000000 Penalty: 1210.851685
	Iteration 19Q: 3 clusters Score -2.264738e+07 nChanged 15993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155701 members 
Mstep: Class 2 contains 445126 members 
Entering Unmasked Estep 
Score: -22656558.000000 Penalty: 1210.851685
	Iteration 20F: 3 clusters Score -2.265656e+07 nChanged 15629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142908 members 
Mstep: Class 2 contains 457919 members 
Entering Unmasked Estep 
Score: -22666426.000000 Penalty: 1210.851685
	Iteration 21Q: 3 clusters Score -2.266643e+07 nChanged 14382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132030 members 
Mstep: Class 2 contains 468797 members 
Entering Unmasked Estep 
Score: -22676486.000000 Penalty: 1210.851685
	Iteration 22Q: 3 clusters Score -2.267649e+07 nChanged 12545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123643 members 
Mstep: Class 2 contains 477184 members 
Entering Unmasked Estep 
Score: -22684836.000000 Penalty: 1210.851685
	Iteration 23Q: 3 clusters Score -2.268484e+07 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117656 members 
Mstep: Class 2 contains 483171 members 
Entering Unmasked Estep 
Score: -22690742.000000 Penalty: 1210.851685
	Iteration 24Q: 3 clusters Score -2.269074e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113724 members 
Mstep: Class 2 contains 487103 members 
Entering Unmasked Estep 
Score: -22693612.000000 Penalty: 1210.851685
	Iteration 25Q: 3 clusters Score -2.269361e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111093 members 
Mstep: Class 2 contains 489734 members 
Entering Unmasked Estep 
Score: -22695090.000000 Penalty: 1210.851685
	Iteration 26Q: 3 clusters Score -2.269509e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109191 members 
Mstep: Class 2 contains 491636 members 
Entering Unmasked Estep 
Score: -22695552.000000 Penalty: 1210.851685
	Iteration 27Q: 3 clusters Score -2.269555e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107707 members 
Mstep: Class 2 contains 493120 members 
Entering Unmasked Estep 
Score: -22695714.000000 Penalty: 1210.851685
	Iteration 28Q: 3 clusters Score -2.269571e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106592 members 
Mstep: Class 2 contains 494235 members 
Entering Unmasked Estep 
Score: -22695728.000000 Penalty: 1210.851685
	Iteration 29Q: 3 clusters Score -2.269573e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105691 members 
Mstep: Class 2 contains 495136 members 
Entering Unmasked Estep 
Score: -22695768.000000 Penalty: 1210.851685
	Iteration 30Q: 3 clusters Score -2.269577e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104913 members 
Mstep: Class 2 contains 495914 members 
Entering Unmasked Estep 
Score: -22695728.000000 Penalty: 1210.851685
	Iteration 31Q: 3 clusters Score -2.269573e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104199 members 
Mstep: Class 2 contains 496628 members 
Entering Unmasked Estep 
Score: -22695698.000000 Penalty: 1210.851685
	Iteration 32Q: 3 clusters Score -2.26957e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103553 members 
Mstep: Class 2 contains 497274 members 
Entering Unmasked Estep 
Score: -22695684.000000 Penalty: 1210.851685
	Iteration 33Q: 3 clusters Score -2.269568e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103043 members 
Mstep: Class 2 contains 497784 members 
Entering Unmasked Estep 
Score: -22695652.000000 Penalty: 1210.851685
	Iteration 34Q: 3 clusters Score -2.269565e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102563 members 
Mstep: Class 2 contains 498264 members 
Entering Unmasked Estep 
Score: -22695622.000000 Penalty: 1210.851685
	Iteration 35Q: 3 clusters Score -2.269562e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102150 members 
Mstep: Class 2 contains 498677 members 
Entering Unmasked Estep 
Score: -22695620.000000 Penalty: 1210.851685
	Iteration 36Q: 3 clusters Score -2.269562e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101784 members 
Mstep: Class 2 contains 499043 members 
Entering Unmasked Estep 
Score: -22695670.000000 Penalty: 1210.851685
	Iteration 37Q: 3 clusters Score -2.269567e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101453 members 
Mstep: Class 2 contains 499374 members 
Entering Unmasked Estep 
Score: -22695744.000000 Penalty: 1210.851685
	Iteration 38Q: 3 clusters Score -2.269574e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101208 members 
Mstep: Class 2 contains 499619 members 
Entering Unmasked Estep 
Score: -22695734.000000 Penalty: 1210.851685
	Iteration 39Q: 3 clusters Score -2.269573e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100994 members 
Mstep: Class 2 contains 499833 members 
Entering Unmasked Estep 
Score: -22695762.000000 Penalty: 1210.851685
	Iteration 40F: 3 clusters Score -2.269576e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100836 members 
Mstep: Class 2 contains 499991 members 
Entering Unmasked Estep 
Score: -22695784.000000 Penalty: 1210.851685
	Iteration 41Q: 3 clusters Score -2.269578e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100692 members 
Mstep: Class 2 contains 500135 members 
Entering Unmasked Estep 
Score: -22695802.000000 Penalty: 1210.851685
	Iteration 42Q: 3 clusters Score -2.26958e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100573 members 
Mstep: Class 2 contains 500254 members 
Entering Unmasked Estep 
Score: -22695782.000000 Penalty: 1210.851685
	Iteration 43Q: 3 clusters Score -2.269578e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100469 members 
Mstep: Class 2 contains 500358 members 
Entering Unmasked Estep 
Score: -22695778.000000 Penalty: 1210.851685
	Iteration 44Q: 3 clusters Score -2.269578e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100382 members 
Mstep: Class 2 contains 500445 members 
Entering Unmasked Estep 
Score: -22695746.000000 Penalty: 1210.851685
	Iteration 45Q: 3 clusters Score -2.269575e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100287 members 
Mstep: Class 2 contains 500540 members 
Entering Unmasked Estep 
Score: -22695776.000000 Penalty: 1210.851685
	Iteration 46Q: 3 clusters Score -2.269578e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100192 members 
Mstep: Class 2 contains 500635 members 
Entering Unmasked Estep 
Score: -22695760.000000 Penalty: 1210.851685
	Iteration 47Q: 3 clusters Score -2.269576e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100090 members 
Mstep: Class 2 contains 500737 members 
Entering Unmasked Estep 
Score: -22695756.000000 Penalty: 1210.851685
	Iteration 48Q: 3 clusters Score -2.269576e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100009 members 
Mstep: Class 2 contains 500818 members 
Entering Unmasked Estep 
Score: -22695752.000000 Penalty: 1210.851685
	Iteration 49Q: 3 clusters Score -2.269575e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99932 members 
Mstep: Class 2 contains 500895 members 
Entering Unmasked Estep 
Score: -22695758.000000 Penalty: 1210.851685
	Iteration 50Q: 3 clusters Score -2.269576e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99857 members 
Mstep: Class 2 contains 500970 members 
Entering Unmasked Estep 
Score: -22695776.000000 Penalty: 1210.851685
	Iteration 51Q: 3 clusters Score -2.269578e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99787 members 
Mstep: Class 2 contains 501040 members 
Entering Unmasked Estep 
Score: -22695768.000000 Penalty: 1210.851685
	Iteration 52Q: 3 clusters Score -2.269577e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99723 members 
Mstep: Class 2 contains 501104 members 
Entering Unmasked Estep 
Score: -22695776.000000 Penalty: 1210.851685
	Iteration 53Q: 3 clusters Score -2.269578e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99662 members 
Mstep: Class 2 contains 501165 members 
Entering Unmasked Estep 
Score: -22695818.000000 Penalty: 1210.851685
	Iteration 54Q: 3 clusters Score -2.269582e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99616 members 
Mstep: Class 2 contains 501211 members 
Entering Unmasked Estep 
Score: -22695780.000000 Penalty: 1210.851685
	Iteration 55Q: 3 clusters Score -2.269578e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99576 members 
Mstep: Class 2 contains 501251 members 
Entering Unmasked Estep 
Score: -22695796.000000 Penalty: 1210.851685
	Iteration 56Q: 3 clusters Score -2.26958e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99536 members 
Mstep: Class 2 contains 501291 members 
Entering Unmasked Estep 
Score: -22695788.000000 Penalty: 1210.851685
	Iteration 57Q: 3 clusters Score -2.269579e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99488 members 
Mstep: Class 2 contains 501339 members 
Entering Unmasked Estep 
Score: -22695796.000000 Penalty: 1210.851685
	Iteration 58Q: 3 clusters Score -2.26958e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99439 members 
Mstep: Class 2 contains 501388 members 
Entering Unmasked Estep 
Score: -22695786.000000 Penalty: 1210.851685
	Iteration 59Q: 3 clusters Score -2.269579e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99395 members 
Mstep: Class 2 contains 501432 members 
Entering Unmasked Estep 
Score: -22695788.000000 Penalty: 1210.851685
	Iteration 60F: 3 clusters Score -2.269579e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99344 members 
Mstep: Class 2 contains 501483 members 
Entering Unmasked Estep 
Score: -22695790.000000 Penalty: 1210.851685
	Iteration 61Q: 3 clusters Score -2.269579e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99300 members 
Mstep: Class 2 contains 501527 members 
Entering Unmasked Estep 
Score: -22695786.000000 Penalty: 1210.851685
	Iteration 62Q: 3 clusters Score -2.269579e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99262 members 
Mstep: Class 2 contains 501565 members 
Entering Unmasked Estep 
Score: -22695788.000000 Penalty: 1210.851685
	Iteration 63Q: 3 clusters Score -2.269579e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99217 members 
Mstep: Class 2 contains 501610 members 
Entering Unmasked Estep 
Score: -22695788.000000 Penalty: 1210.851685
	Iteration 64Q: 3 clusters Score -2.269579e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99186 members 
Mstep: Class 2 contains 501641 members 
Entering Unmasked Estep 
Score: -22695782.000000 Penalty: 1210.851685
	Iteration 65Q: 3 clusters Score -2.269578e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99158 members 
Mstep: Class 2 contains 501669 members 
Entering Unmasked Estep 
Score: -22695782.000000 Penalty: 1210.851685
	Iteration 66Q: 3 clusters Score -2.269578e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99131 members 
Mstep: Class 2 contains 501696 members 
Entering Unmasked Estep 
Score: -22695782.000000 Penalty: 1210.851685
	Iteration 67Q: 3 clusters Score -2.269578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99112 members 
Mstep: Class 2 contains 501715 members 
Entering Unmasked Estep 
Score: -22695776.000000 Penalty: 1210.851685
	Iteration 68Q: 3 clusters Score -2.269578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99093 members 
Mstep: Class 2 contains 501734 members 
Entering Unmasked Estep 
Score: -22695788.000000 Penalty: 1210.851685
	Iteration 69Q: 3 clusters Score -2.269579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99081 members 
Mstep: Class 2 contains 501746 members 
Entering Unmasked Estep 
Score: -22695788.000000 Penalty: 1210.851685
	Iteration 70Q: 3 clusters Score -2.269579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99074 members 
Mstep: Class 2 contains 501753 members 
Entering Unmasked Estep 
Score: -22695788.000000 Penalty: 1210.851685
	Iteration 71Q: 3 clusters Score -2.269579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99065 members 
Mstep: Class 2 contains 501762 members 
Entering Unmasked Estep 
Score: -22695794.000000 Penalty: 1210.851685
	Iteration 72Q: 3 clusters Score -2.269579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99052 members 
Mstep: Class 2 contains 501775 members 
Entering Unmasked Estep 
Score: -22695792.000000 Penalty: 1210.851685
	Iteration 73Q: 3 clusters Score -2.269579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99042 members 
Mstep: Class 2 contains 501785 members 
Entering Unmasked Estep 
Score: -22695794.000000 Penalty: 1210.851685
	Iteration 74Q: 3 clusters Score -2.269579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99030 members 
Mstep: Class 2 contains 501797 members 
Entering Unmasked Estep 
Score: -22695794.000000 Penalty: 1210.851685
	Iteration 75Q: 3 clusters Score -2.269579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99023 members 
Mstep: Class 2 contains 501804 members 
Entering Unmasked Estep 
Score: -22695816.000000 Penalty: 1210.851685
	Iteration 76Q: 3 clusters Score -2.269582e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99009 members 
Mstep: Class 2 contains 501818 members 
Entering Unmasked Estep 
Score: -22695800.000000 Penalty: 1210.851685
	Iteration 77Q: 3 clusters Score -2.26958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98998 members 
Mstep: Class 2 contains 501829 members 
Entering Unmasked Estep 
Score: -22695820.000000 Penalty: 1210.851685
	Iteration 78Q: 3 clusters Score -2.269582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98985 members 
Mstep: Class 2 contains 501842 members 
Entering Unmasked Estep 
Score: -22695830.000000 Penalty: 1210.851685
	Iteration 79Q: 3 clusters Score -2.269583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98978 members 
Mstep: Class 2 contains 501849 members 
Entering Unmasked Estep 
Score: -22695808.000000 Penalty: 1210.851685
	Iteration 80F: 3 clusters Score -2.269581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98971 members 
Mstep: Class 2 contains 501856 members 
Entering Unmasked Estep 
Score: -22695806.000000 Penalty: 1210.851685
	Iteration 81Q: 3 clusters Score -2.269581e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98963 members 
Mstep: Class 2 contains 501864 members 
Entering Unmasked Estep 
Score: -22695812.000000 Penalty: 1210.851685
	Iteration 82Q: 3 clusters Score -2.269581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98958 members 
Mstep: Class 2 contains 501869 members 
Entering Unmasked Estep 
Score: -22695796.000000 Penalty: 1210.851685
	Iteration 83Q: 3 clusters Score -2.26958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98954 members 
Mstep: Class 2 contains 501873 members 
Entering Unmasked Estep 
Score: -22695802.000000 Penalty: 1210.851685
	Iteration 84Q: 3 clusters Score -2.26958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98949 members 
Mstep: Class 2 contains 501878 members 
Entering Unmasked Estep 
Score: -22695802.000000 Penalty: 1210.851685
	Iteration 85Q: 3 clusters Score -2.26958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98943 members 
Mstep: Class 2 contains 501884 members 
Entering Unmasked Estep 
Score: -22695802.000000 Penalty: 1210.851685
	Iteration 86Q: 3 clusters Score -2.26958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98942 members 
Mstep: Class 2 contains 501885 members 
Entering Unmasked Estep 
Score: -22695800.000000 Penalty: 1210.851685
	Iteration 87Q: 3 clusters Score -2.26958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98942 members 
Mstep: Class 2 contains 501885 members 
Entering Unmasked Estep 
Score: -22695800.000000 Penalty: 1210.851685
	Iteration 88F: 3 clusters Score -2.26958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Entering Unmasked Estep 
Score: -320233.562500 Penalty: 414.644135
	Iteration 0F: 2 clusters Score -320233.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -314209.875000 Penalty: 829.288269
	Iteration 0F: 3 clusters Score -314209.9 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -316943.125000 Penalty: 829.288269
	Iteration 1F: 3 clusters Score -316943.1 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -317655.437500 Penalty: 829.288269
	Iteration 2F: 3 clusters Score -317655.4 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -318564.468750 Penalty: 829.288269
	Iteration 3F: 3 clusters Score -318564.5 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -319503.812500 Penalty: 829.288269
	Iteration 4F: 3 clusters Score -319503.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -320069.031250 Penalty: 829.288269
	Iteration 5F: 3 clusters Score -320069 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -320266.781250 Penalty: 829.288269
	Iteration 6Q: 3 clusters Score -320266.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -320375.406250 Penalty: 829.288269
	Iteration 7Q: 3 clusters Score -320375.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -320424.812500 Penalty: 829.288269
	Iteration 8Q: 3 clusters Score -320424.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -320447.343750 Penalty: 829.288269
	Iteration 9Q: 3 clusters Score -320447.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -320457.812500 Penalty: 829.288269
	Iteration 10Q: 3 clusters Score -320457.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -320464.343750 Penalty: 829.288269
	Iteration 11Q: 3 clusters Score -320464.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -320467.625000 Penalty: 829.288269
	Iteration 12Q: 3 clusters Score -320467.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -320472.375000 Penalty: 829.288269
	Iteration 13Q: 3 clusters Score -320472.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -320476.437500 Penalty: 829.288269
	Iteration 14Q: 3 clusters Score -320476.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -320478.562500 Penalty: 829.288269
	Iteration 15Q: 3 clusters Score -320478.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -320480.812500 Penalty: 829.288269
	Iteration 16Q: 3 clusters Score -320480.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -320483.531250 Penalty: 829.288269
	Iteration 17Q: 3 clusters Score -320483.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -320485.437500 Penalty: 829.288269
	Iteration 18Q: 3 clusters Score -320485.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -320487.093750 Penalty: 829.288269
	Iteration 19Q: 3 clusters Score -320487.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -320489.343750 Penalty: 829.288269
	Iteration 20F: 3 clusters Score -320489.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -320489.000000 Penalty: 829.288269
	Iteration 21Q: 3 clusters Score -320489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -320490.437500 Penalty: 829.288269
	Iteration 22Q: 3 clusters Score -320490.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -320491.156250 Penalty: 829.288269
	Iteration 23Q: 3 clusters Score -320491.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -320493.031250 Penalty: 829.288269
	Iteration 24Q: 3 clusters Score -320493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -320492.281250 Penalty: 829.288269
	Iteration 25Q: 3 clusters Score -320492.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -320493.968750 Penalty: 829.288269
	Iteration 26Q: 3 clusters Score -320494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -320493.250000 Penalty: 829.288269
	Iteration 27Q: 3 clusters Score -320493.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -320493.468750 Penalty: 829.288269
	Iteration 28Q: 3 clusters Score -320493.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -320494.093750 Penalty: 829.288269
	Iteration 29Q: 3 clusters Score -320494.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -320495.000000 Penalty: 829.288269
	Iteration 30Q: 3 clusters Score -320495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -320494.375000 Penalty: 829.288269
	Iteration 31Q: 3 clusters Score -320494.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -320495.812500 Penalty: 829.288269
	Iteration 32Q: 3 clusters Score -320495.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -320496.468750 Penalty: 829.288269
	Iteration 33Q: 3 clusters Score -320496.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -320496.875000 Penalty: 829.288269
	Iteration 34Q: 3 clusters Score -320496.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -320498.312500 Penalty: 829.288269
	Iteration 35Q: 3 clusters Score -320498.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -320499.687500 Penalty: 829.288269
	Iteration 36Q: 3 clusters Score -320499.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -320500.343750 Penalty: 829.288269
	Iteration 37Q: 3 clusters Score -320500.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -320502.843750 Penalty: 829.288269
	Iteration 38Q: 3 clusters Score -320502.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -320503.812500 Penalty: 829.288269
	Iteration 39Q: 3 clusters Score -320503.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -320505.375000 Penalty: 829.288269
	Iteration 40F: 3 clusters Score -320505.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -320507.375000 Penalty: 829.288269
	Iteration 41Q: 3 clusters Score -320507.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -320507.781250 Penalty: 829.288269
	Iteration 42Q: 3 clusters Score -320507.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -320508.312500 Penalty: 829.288269
	Iteration 43Q: 3 clusters Score -320508.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -320509.781250 Penalty: 829.288269
	Iteration 44Q: 3 clusters Score -320509.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -320512.343750 Penalty: 829.288269
	Iteration 45Q: 3 clusters Score -320512.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -320513.375000 Penalty: 829.288269
	Iteration 46Q: 3 clusters Score -320513.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -320514.906250 Penalty: 829.288269
	Iteration 47Q: 3 clusters Score -320514.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -320515.875000 Penalty: 829.288269
	Iteration 48Q: 3 clusters Score -320515.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -320517.375000 Penalty: 829.288269
	Iteration 49Q: 3 clusters Score -320517.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -320518.750000 Penalty: 829.288269
	Iteration 50Q: 3 clusters Score -320518.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -320519.406250 Penalty: 829.288269
	Iteration 51Q: 3 clusters Score -320519.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -320520.093750 Penalty: 829.288269
	Iteration 52Q: 3 clusters Score -320520.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -320520.562500 Penalty: 829.288269
	Iteration 53Q: 3 clusters Score -320520.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -320521.593750 Penalty: 829.288269
	Iteration 54Q: 3 clusters Score -320521.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -320522.781250 Penalty: 829.288269
	Iteration 55Q: 3 clusters Score -320522.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -320524.375000 Penalty: 829.288269
	Iteration 56Q: 3 clusters Score -320524.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -320525.218750 Penalty: 829.288269
	Iteration 57Q: 3 clusters Score -320525.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -320527.000000 Penalty: 829.288269
	Iteration 58Q: 3 clusters Score -320527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -320527.625000 Penalty: 829.288269
	Iteration 59Q: 3 clusters Score -320527.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -320528.500000 Penalty: 829.288269
	Iteration 60F: 3 clusters Score -320528.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -320528.375000 Penalty: 829.288269
	Iteration 61Q: 3 clusters Score -320528.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -320528.968750 Penalty: 829.288269
	Iteration 62Q: 3 clusters Score -320529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -320529.531250 Penalty: 829.288269
	Iteration 63Q: 3 clusters Score -320529.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -320530.718750 Penalty: 829.288269
	Iteration 64Q: 3 clusters Score -320530.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -320532.281250 Penalty: 829.288269
	Iteration 65Q: 3 clusters Score -320532.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -320534.312500 Penalty: 829.288269
	Iteration 66Q: 3 clusters Score -320534.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -320535.250000 Penalty: 829.288269
	Iteration 67Q: 3 clusters Score -320535.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -320538.593750 Penalty: 829.288269
	Iteration 68Q: 3 clusters Score -320538.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -320540.875000 Penalty: 829.288269
	Iteration 69Q: 3 clusters Score -320540.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -320544.093750 Penalty: 829.288269
	Iteration 70Q: 3 clusters Score -320544.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -320547.531250 Penalty: 829.288269
	Iteration 71Q: 3 clusters Score -320547.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -320552.406250 Penalty: 829.288269
	Iteration 72Q: 3 clusters Score -320552.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -320555.218750 Penalty: 829.288269
	Iteration 73Q: 3 clusters Score -320555.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -320558.937500 Penalty: 829.288269
	Iteration 74Q: 3 clusters Score -320558.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -320560.406250 Penalty: 829.288269
	Iteration 75Q: 3 clusters Score -320560.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -320561.250000 Penalty: 829.288269
	Iteration 76Q: 3 clusters Score -320561.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -320564.093750 Penalty: 829.288269
	Iteration 77Q: 3 clusters Score -320564.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -320563.812500 Penalty: 829.288269
	Iteration 78Q: 3 clusters Score -320563.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -320565.656250 Penalty: 829.288269
	Iteration 79Q: 3 clusters Score -320565.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -320565.906250 Penalty: 829.288269
	Iteration 80F: 3 clusters Score -320565.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -320568.312500 Penalty: 829.288269
	Iteration 81Q: 3 clusters Score -320568.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -320569.718750 Penalty: 829.288269
	Iteration 82Q: 3 clusters Score -320569.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -320573.062500 Penalty: 829.288269
	Iteration 83Q: 3 clusters Score -320573.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -320574.406250 Penalty: 829.288269
	Iteration 84Q: 3 clusters Score -320574.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -320578.468750 Penalty: 829.288269
	Iteration 85Q: 3 clusters Score -320578.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -320582.812500 Penalty: 829.288269
	Iteration 86Q: 3 clusters Score -320582.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -320587.593750 Penalty: 829.288269
	Iteration 87Q: 3 clusters Score -320587.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -320598.281250 Penalty: 829.288269
	Iteration 88Q: 3 clusters Score -320598.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -320612.250000 Penalty: 829.288269
	Iteration 89Q: 3 clusters Score -320612.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -320635.250000 Penalty: 829.288269
	Iteration 90Q: 3 clusters Score -320635.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -320655.593750 Penalty: 829.288269
	Iteration 91Q: 3 clusters Score -320655.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -320680.750000 Penalty: 829.288269
	Iteration 92Q: 3 clusters Score -320680.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -320702.968750 Penalty: 829.288269
	Iteration 93Q: 3 clusters Score -320703 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -320721.750000 Penalty: 829.288269
	Iteration 94Q: 3 clusters Score -320721.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -320748.625000 Penalty: 829.288269
	Iteration 95Q: 3 clusters Score -320748.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -320771.375000 Penalty: 829.288269
	Iteration 96Q: 3 clusters Score -320771.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -320787.875000 Penalty: 829.288269
	Iteration 97Q: 3 clusters Score -320787.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -320800.656250 Penalty: 829.288269
	Iteration 98Q: 3 clusters Score -320800.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -320811.062500 Penalty: 829.288269
	Iteration 99Q: 3 clusters Score -320811.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -320823.000000 Penalty: 829.288269
	Iteration 100F: 3 clusters Score -320823 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -320834.343750 Penalty: 829.288269
	Iteration 101Q: 3 clusters Score -320834.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -320848.031250 Penalty: 829.288269
	Iteration 102Q: 3 clusters Score -320848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -320868.250000 Penalty: 829.288269
	Iteration 103Q: 3 clusters Score -320868.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -320887.625000 Penalty: 829.288269
	Iteration 104Q: 3 clusters Score -320887.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -320908.406250 Penalty: 829.288269
	Iteration 105Q: 3 clusters Score -320908.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -320924.812500 Penalty: 829.288269
	Iteration 106Q: 3 clusters Score -320924.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -320932.531250 Penalty: 829.288269
	Iteration 107Q: 3 clusters Score -320932.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -320937.250000 Penalty: 829.288269
	Iteration 108Q: 3 clusters Score -320937.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -320940.437500 Penalty: 829.288269
	Iteration 109Q: 3 clusters Score -320940.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -320942.906250 Penalty: 829.288269
	Iteration 110Q: 3 clusters Score -320942.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -320944.500000 Penalty: 829.288269
	Iteration 111Q: 3 clusters Score -320944.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -320944.718750 Penalty: 829.288269
	Iteration 112Q: 3 clusters Score -320944.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -320944.750000 Penalty: 829.288269
	Iteration 113Q: 3 clusters Score -320944.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -320945.187500 Penalty: 829.288269
	Iteration 114Q: 3 clusters Score -320945.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -320945.031250 Penalty: 829.288269
	Iteration 115Q: 3 clusters Score -320945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -320945.156250 Penalty: 829.288269
	Iteration 116Q: 3 clusters Score -320945.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -320945.156250 Penalty: 829.288269
	Iteration 117F: 3 clusters Score -320945.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7615 members 
Mstep: Class 3 contains 10155 members 
Mstep: Class 4 contains 3010 members 
Mstep: Class 5 contains 6026 members 
Mstep: Class 6 contains 9286 members 
Mstep: Class 7 contains 9968 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 600827 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 19819 members 
Mstep: Class 12 contains 11637 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 15 contains 8235 members 
Mstep: Class 16 contains 576345 members 
Mstep: Class 17 contains 20509 members 
Mstep: Class 18 contains 10785 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 13146 members 
Mstep: Class 21 contains 8991 members 
Mstep: Class 22 contains 10151 members 
Mstep: Class 23 contains 1018 members 
Mstep: Class 24 contains 7717 members 
Mstep: Class 25 contains 21449 members 
Mstep: Class 26 contains 2264 members 
Mstep: Class 27 contains 9759 members 
Mstep: Class 28 contains 541 members 
Mstep: Class 29 contains 2286 members 
Entering Unmasked Estep 
Score: -50359800.000000 Penalty: 18662.175781
Splitting cluster 10 changes total score from -50355632.000000 to -50359800.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (19819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Entering Unmasked Estep 
Score: -728071.500000 Penalty: 450.195068
	Iteration 0F: 2 clusters Score -728071.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -714845.000000 Penalty: 900.390137
	Iteration 0F: 3 clusters Score -714845 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -720433.812500 Penalty: 900.390137
	Iteration 1F: 3 clusters Score -720433.8 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -721025.125000 Penalty: 900.390137
	Iteration 2F: 3 clusters Score -721025.1 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -721812.937500 Penalty: 900.390137
	Iteration 3F: 3 clusters Score -721812.9 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -722901.000000 Penalty: 900.390137
	Iteration 4F: 3 clusters Score -722901 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -724192.187500 Penalty: 900.390137
	Iteration 5F: 3 clusters Score -724192.2 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -725473.750000 Penalty: 900.390137
	Iteration 6F: 3 clusters Score -725473.8 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -726515.375000 Penalty: 900.390137
	Iteration 7F: 3 clusters Score -726515.4 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -727113.625000 Penalty: 900.390137
	Iteration 8Q: 3 clusters Score -727113.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -727457.937500 Penalty: 900.390137
	Iteration 9Q: 3 clusters Score -727457.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -727627.875000 Penalty: 900.390137
	Iteration 10Q: 3 clusters Score -727627.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -727692.500000 Penalty: 900.390137
	Iteration 11Q: 3 clusters Score -727692.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -727728.875000 Penalty: 900.390137
	Iteration 12Q: 3 clusters Score -727728.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -727737.500000 Penalty: 900.390137
	Iteration 13Q: 3 clusters Score -727737.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -727740.000000 Penalty: 900.390137
	Iteration 14Q: 3 clusters Score -727740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -727744.125000 Penalty: 900.390137
	Iteration 15Q: 3 clusters Score -727744.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -727744.812500 Penalty: 900.390137
	Iteration 16Q: 3 clusters Score -727744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -727748.000000 Penalty: 900.390137
	Iteration 17Q: 3 clusters Score -727748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -727749.687500 Penalty: 900.390137
	Iteration 18Q: 3 clusters Score -727749.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -727752.187500 Penalty: 900.390137
	Iteration 19Q: 3 clusters Score -727752.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -727755.250000 Penalty: 900.390137
	Iteration 20F: 3 clusters Score -727755.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -727755.687500 Penalty: 900.390137
	Iteration 21Q: 3 clusters Score -727755.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -727756.437500 Penalty: 900.390137
	Iteration 22Q: 3 clusters Score -727756.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -727756.500000 Penalty: 900.390137
	Iteration 23Q: 3 clusters Score -727756.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -727756.500000 Penalty: 900.390137
	Iteration 24F: 3 clusters Score -727756.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Entering Unmasked Estep 
Score: -418751.093750 Penalty: 425.968506
	Iteration 0F: 2 clusters Score -418751.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -410960.156250 Penalty: 851.937012
	Iteration 0F: 3 clusters Score -410960.2 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -414455.437500 Penalty: 851.937012
	Iteration 1F: 3 clusters Score -414455.4 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -414982.500000 Penalty: 851.937012
	Iteration 2F: 3 clusters Score -414982.5 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -415606.718750 Penalty: 851.937012
	Iteration 3F: 3 clusters Score -415606.7 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -416308.625000 Penalty: 851.937012
	Iteration 4F: 3 clusters Score -416308.6 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -417003.281250 Penalty: 851.937012
	Iteration 5F: 3 clusters Score -417003.3 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -417489.812500 Penalty: 851.937012
	Iteration 6F: 3 clusters Score -417489.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -417740.437500 Penalty: 851.937012
	Iteration 7Q: 3 clusters Score -417740.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -417856.625000 Penalty: 851.937012
	Iteration 8Q: 3 clusters Score -417856.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -417923.437500 Penalty: 851.937012
	Iteration 9Q: 3 clusters Score -417923.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -417978.718750 Penalty: 851.937012
	Iteration 10Q: 3 clusters Score -417978.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -418028.187500 Penalty: 851.937012
	Iteration 11Q: 3 clusters Score -418028.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -418067.437500 Penalty: 851.937012
	Iteration 12Q: 3 clusters Score -418067.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -418096.312500 Penalty: 851.937012
	Iteration 13Q: 3 clusters Score -418096.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -418118.000000 Penalty: 851.937012
	Iteration 14Q: 3 clusters Score -418118 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -418139.468750 Penalty: 851.937012
	Iteration 15Q: 3 clusters Score -418139.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -418158.750000 Penalty: 851.937012
	Iteration 16Q: 3 clusters Score -418158.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -418185.406250 Penalty: 851.937012
	Iteration 17Q: 3 clusters Score -418185.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -418212.281250 Penalty: 851.937012
	Iteration 18Q: 3 clusters Score -418212.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -418232.125000 Penalty: 851.937012
	Iteration 19Q: 3 clusters Score -418232.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -418250.687500 Penalty: 851.937012
	Iteration 20F: 3 clusters Score -418250.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -418264.750000 Penalty: 851.937012
	Iteration 21Q: 3 clusters Score -418264.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -418286.843750 Penalty: 851.937012
	Iteration 22Q: 3 clusters Score -418286.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -418306.250000 Penalty: 851.937012
	Iteration 23Q: 3 clusters Score -418306.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -418324.312500 Penalty: 851.937012
	Iteration 24Q: 3 clusters Score -418324.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -418342.937500 Penalty: 851.937012
	Iteration 25Q: 3 clusters Score -418342.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -418365.593750 Penalty: 851.937012
	Iteration 26Q: 3 clusters Score -418365.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -418392.093750 Penalty: 851.937012
	Iteration 27Q: 3 clusters Score -418392.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -418416.250000 Penalty: 851.937012
	Iteration 28Q: 3 clusters Score -418416.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -418443.500000 Penalty: 851.937012
	Iteration 29Q: 3 clusters Score -418443.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -418463.312500 Penalty: 851.937012
	Iteration 30Q: 3 clusters Score -418463.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -418488.312500 Penalty: 851.937012
	Iteration 31Q: 3 clusters Score -418488.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -418508.343750 Penalty: 851.937012
	Iteration 32Q: 3 clusters Score -418508.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -418526.468750 Penalty: 851.937012
	Iteration 33Q: 3 clusters Score -418526.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -418537.687500 Penalty: 851.937012
	Iteration 34Q: 3 clusters Score -418537.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -418549.343750 Penalty: 851.937012
	Iteration 35Q: 3 clusters Score -418549.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -418560.468750 Penalty: 851.937012
	Iteration 36Q: 3 clusters Score -418560.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -418564.062500 Penalty: 851.937012
	Iteration 37Q: 3 clusters Score -418564.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -418568.937500 Penalty: 851.937012
	Iteration 38Q: 3 clusters Score -418568.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -418572.687500 Penalty: 851.937012
	Iteration 39Q: 3 clusters Score -418572.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -418579.781250 Penalty: 851.937012
	Iteration 40F: 3 clusters Score -418579.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -418592.250000 Penalty: 851.937012
	Iteration 41Q: 3 clusters Score -418592.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -418605.000000 Penalty: 851.937012
	Iteration 42Q: 3 clusters Score -418605 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -418613.343750 Penalty: 851.937012
	Iteration 43Q: 3 clusters Score -418613.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -418616.781250 Penalty: 851.937012
	Iteration 44Q: 3 clusters Score -418616.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -418619.750000 Penalty: 851.937012
	Iteration 45Q: 3 clusters Score -418619.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -418621.156250 Penalty: 851.937012
	Iteration 46Q: 3 clusters Score -418621.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -418622.468750 Penalty: 851.937012
	Iteration 47Q: 3 clusters Score -418622.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -418624.156250 Penalty: 851.937012
	Iteration 48Q: 3 clusters Score -418624.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -418626.562500 Penalty: 851.937012
	Iteration 49Q: 3 clusters Score -418626.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -418628.937500 Penalty: 851.937012
	Iteration 50Q: 3 clusters Score -418628.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -418630.718750 Penalty: 851.937012
	Iteration 51Q: 3 clusters Score -418630.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -418630.937500 Penalty: 851.937012
	Iteration 52Q: 3 clusters Score -418630.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -418632.468750 Penalty: 851.937012
	Iteration 53Q: 3 clusters Score -418632.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -418636.062500 Penalty: 851.937012
	Iteration 54Q: 3 clusters Score -418636.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -418636.812500 Penalty: 851.937012
	Iteration 55Q: 3 clusters Score -418636.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -418638.343750 Penalty: 851.937012
	Iteration 56Q: 3 clusters Score -418638.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -418642.125000 Penalty: 851.937012
	Iteration 57Q: 3 clusters Score -418642.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -418642.781250 Penalty: 851.937012
	Iteration 58Q: 3 clusters Score -418642.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -418643.250000 Penalty: 851.937012
	Iteration 59Q: 3 clusters Score -418643.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -418645.000000 Penalty: 851.937012
	Iteration 60F: 3 clusters Score -418645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -418645.750000 Penalty: 851.937012
	Iteration 61Q: 3 clusters Score -418645.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -418647.000000 Penalty: 851.937012
	Iteration 62Q: 3 clusters Score -418647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -418647.593750 Penalty: 851.937012
	Iteration 63Q: 3 clusters Score -418647.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -418648.625000 Penalty: 851.937012
	Iteration 64Q: 3 clusters Score -418648.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -418651.781250 Penalty: 851.937012
	Iteration 65Q: 3 clusters Score -418651.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -418654.781250 Penalty: 851.937012
	Iteration 66Q: 3 clusters Score -418654.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -418660.562500 Penalty: 851.937012
	Iteration 67Q: 3 clusters Score -418660.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -418662.187500 Penalty: 851.937012
	Iteration 68Q: 3 clusters Score -418662.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -418664.812500 Penalty: 851.937012
	Iteration 69Q: 3 clusters Score -418664.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -418671.156250 Penalty: 851.937012
	Iteration 70Q: 3 clusters Score -418671.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -418676.750000 Penalty: 851.937012
	Iteration 71Q: 3 clusters Score -418676.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -418681.781250 Penalty: 851.937012
	Iteration 72Q: 3 clusters Score -418681.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -418684.468750 Penalty: 851.937012
	Iteration 73Q: 3 clusters Score -418684.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -418687.781250 Penalty: 851.937012
	Iteration 74Q: 3 clusters Score -418687.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -418690.406250 Penalty: 851.937012
	Iteration 75Q: 3 clusters Score -418690.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -418691.437500 Penalty: 851.937012
	Iteration 76Q: 3 clusters Score -418691.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -418692.156250 Penalty: 851.937012
	Iteration 77Q: 3 clusters Score -418692.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -418692.500000 Penalty: 851.937012
	Iteration 78Q: 3 clusters Score -418692.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -418692.375000 Penalty: 851.937012
	Iteration 79Q: 3 clusters Score -418692.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -418693.562500 Penalty: 851.937012
	Iteration 80F: 3 clusters Score -418693.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -418694.156250 Penalty: 851.937012
	Iteration 81Q: 3 clusters Score -418694.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -418694.906250 Penalty: 851.937012
	Iteration 82Q: 3 clusters Score -418694.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -418694.156250 Penalty: 851.937012
	Iteration 83Q: 3 clusters Score -418694.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -418694.156250 Penalty: 851.937012
	Iteration 84F: 3 clusters Score -418694.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Entering Unmasked Estep 
Score: -36906.289062 Penalty: 316.392639
	Iteration 0F: 2 clusters Score -36906.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -36084.714844 Penalty: 632.785278
	Iteration 0F: 3 clusters Score -36084.71 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -36321.070312 Penalty: 632.785278
	Iteration 1F: 3 clusters Score -36321.07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -36399.843750 Penalty: 632.785278
	Iteration 2F: 3 clusters Score -36399.84 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -36470.710938 Penalty: 632.785278
	Iteration 3F: 3 clusters Score -36470.71 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -36554.570312 Penalty: 632.785278
	Iteration 4F: 3 clusters Score -36554.57 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -36604.832031 Penalty: 632.785278
	Iteration 5F: 3 clusters Score -36604.83 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -36627.589844 Penalty: 632.785278
	Iteration 6Q: 3 clusters Score -36627.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -36636.414062 Penalty: 632.785278
	Iteration 7Q: 3 clusters Score -36636.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -36641.625000 Penalty: 632.785278
	Iteration 8Q: 3 clusters Score -36641.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -36645.800781 Penalty: 632.785278
	Iteration 9Q: 3 clusters Score -36645.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -36648.574219 Penalty: 632.785278
	Iteration 10Q: 3 clusters Score -36648.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -36650.078125 Penalty: 632.785278
	Iteration 11Q: 3 clusters Score -36650.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -36652.125000 Penalty: 632.785278
	Iteration 12Q: 3 clusters Score -36652.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -36652.953125 Penalty: 632.785278
	Iteration 13Q: 3 clusters Score -36652.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -36654.789062 Penalty: 632.785278
	Iteration 14Q: 3 clusters Score -36654.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -36656.710938 Penalty: 632.785278
	Iteration 15Q: 3 clusters Score -36656.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -36657.636719 Penalty: 632.785278
	Iteration 16Q: 3 clusters Score -36657.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -36658.074219 Penalty: 632.785278
	Iteration 17Q: 3 clusters Score -36658.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -36658.898438 Penalty: 632.785278
	Iteration 18Q: 3 clusters Score -36658.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -36659.765625 Penalty: 632.785278
	Iteration 19Q: 3 clusters Score -36659.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -36660.250000 Penalty: 632.785278
	Iteration 20F: 3 clusters Score -36660.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Entering Unmasked Estep 
Score: -128416.742188 Penalty: 372.962952
	Iteration 0F: 2 clusters Score -128416.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -125899.914062 Penalty: 745.925903
	Iteration 0F: 3 clusters Score -125899.9 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -126965.929688 Penalty: 745.925903
	Iteration 1F: 3 clusters Score -126965.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -127100.515625 Penalty: 745.925903
	Iteration 2F: 3 clusters Score -127100.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -127200.812500 Penalty: 745.925903
	Iteration 3F: 3 clusters Score -127200.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -127299.031250 Penalty: 745.925903
	Iteration 4Q: 3 clusters Score -127299 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -127392.546875 Penalty: 745.925903
	Iteration 5Q: 3 clusters Score -127392.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -127480.992188 Penalty: 745.925903
	Iteration 6Q: 3 clusters Score -127481 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -127549.851562 Penalty: 745.925903
	Iteration 7Q: 3 clusters Score -127549.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -127607.710938 Penalty: 745.925903
	Iteration 8Q: 3 clusters Score -127607.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -127662.218750 Penalty: 745.925903
	Iteration 9Q: 3 clusters Score -127662.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -127690.156250 Penalty: 745.925903
	Iteration 10Q: 3 clusters Score -127690.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -127709.906250 Penalty: 745.925903
	Iteration 11Q: 3 clusters Score -127709.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -127727.140625 Penalty: 745.925903
	Iteration 12Q: 3 clusters Score -127727.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -127743.492188 Penalty: 745.925903
	Iteration 13Q: 3 clusters Score -127743.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -127756.484375 Penalty: 745.925903
	Iteration 14Q: 3 clusters Score -127756.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -127760.656250 Penalty: 745.925903
	Iteration 15Q: 3 clusters Score -127760.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -127763.156250 Penalty: 745.925903
	Iteration 16Q: 3 clusters Score -127763.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -127768.312500 Penalty: 745.925903
	Iteration 17Q: 3 clusters Score -127768.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -127772.921875 Penalty: 745.925903
	Iteration 18Q: 3 clusters Score -127772.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -127775.460938 Penalty: 745.925903
	Iteration 19Q: 3 clusters Score -127775.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -127778.171875 Penalty: 745.925903
	Iteration 20F: 3 clusters Score -127778.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -127779.632812 Penalty: 745.925903
	Iteration 21Q: 3 clusters Score -127779.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -127780.687500 Penalty: 745.925903
	Iteration 22Q: 3 clusters Score -127780.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -127781.718750 Penalty: 745.925903
	Iteration 23Q: 3 clusters Score -127781.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -127782.539062 Penalty: 745.925903
	Iteration 24Q: 3 clusters Score -127782.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -127783.046875 Penalty: 745.925903
	Iteration 25Q: 3 clusters Score -127783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -127783.437500 Penalty: 745.925903
	Iteration 26Q: 3 clusters Score -127783.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -127783.820312 Penalty: 745.925903
	Iteration 27Q: 3 clusters Score -127783.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -127783.976562 Penalty: 745.925903
	Iteration 28Q: 3 clusters Score -127784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -127784.304688 Penalty: 745.925903
	Iteration 29Q: 3 clusters Score -127784.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -127786.117188 Penalty: 745.925903
	Iteration 30Q: 3 clusters Score -127786.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -127788.562500 Penalty: 745.925903
	Iteration 31Q: 3 clusters Score -127788.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -127791.015625 Penalty: 745.925903
	Iteration 32Q: 3 clusters Score -127791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -127792.710938 Penalty: 745.925903
	Iteration 33Q: 3 clusters Score -127792.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -127794.375000 Penalty: 745.925903
	Iteration 34Q: 3 clusters Score -127794.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -127795.476562 Penalty: 745.925903
	Iteration 35Q: 3 clusters Score -127795.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -127796.273438 Penalty: 745.925903
	Iteration 36Q: 3 clusters Score -127796.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -127797.375000 Penalty: 745.925903
	Iteration 37Q: 3 clusters Score -127797.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -127798.156250 Penalty: 745.925903
	Iteration 38Q: 3 clusters Score -127798.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -127798.640625 Penalty: 745.925903
	Iteration 39Q: 3 clusters Score -127798.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -127799.140625 Penalty: 745.925903
	Iteration 40F: 3 clusters Score -127799.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -127799.710938 Penalty: 745.925903
	Iteration 41Q: 3 clusters Score -127799.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -127800.648438 Penalty: 745.925903
	Iteration 42Q: 3 clusters Score -127800.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -127801.281250 Penalty: 745.925903
	Iteration 43Q: 3 clusters Score -127801.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -127802.078125 Penalty: 745.925903
	Iteration 44Q: 3 clusters Score -127802.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -127802.437500 Penalty: 745.925903
	Iteration 45Q: 3 clusters Score -127802.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -127802.835938 Penalty: 745.925903
	Iteration 46Q: 3 clusters Score -127802.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -127802.835938 Penalty: 745.925903
	Iteration 47Q: 3 clusters Score -127802.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -127802.828125 Penalty: 745.925903
	Iteration 48Q: 3 clusters Score -127802.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -127802.812500 Penalty: 745.925903
	Iteration 49Q: 3 clusters Score -127802.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -127802.812500 Penalty: 745.925903
	Iteration 50F: 3 clusters Score -127802.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Entering Unmasked Estep 
Score: -296527.031250 Penalty: 410.234772
	Iteration 0F: 2 clusters Score -296527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -291066.968750 Penalty: 820.469543
	Iteration 0F: 3 clusters Score -291067 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -293562.875000 Penalty: 820.469543
	Iteration 1F: 3 clusters Score -293562.9 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -294099.781250 Penalty: 820.469543
	Iteration 2F: 3 clusters Score -294099.8 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -294630.531250 Penalty: 820.469543
	Iteration 3F: 3 clusters Score -294630.5 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -295126.750000 Penalty: 820.469543
	Iteration 4F: 3 clusters Score -295126.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -295487.062500 Penalty: 820.469543
	Iteration 5F: 3 clusters Score -295487.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -295705.468750 Penalty: 820.469543
	Iteration 6Q: 3 clusters Score -295705.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -295839.250000 Penalty: 820.469543
	Iteration 7Q: 3 clusters Score -295839.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -295919.937500 Penalty: 820.469543
	Iteration 8Q: 3 clusters Score -295919.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -295963.062500 Penalty: 820.469543
	Iteration 9Q: 3 clusters Score -295963.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -295986.156250 Penalty: 820.469543
	Iteration 10Q: 3 clusters Score -295986.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -296004.937500 Penalty: 820.469543
	Iteration 11Q: 3 clusters Score -296004.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -296021.250000 Penalty: 820.469543
	Iteration 12Q: 3 clusters Score -296021.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -296029.125000 Penalty: 820.469543
	Iteration 13Q: 3 clusters Score -296029.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -296035.312500 Penalty: 820.469543
	Iteration 14Q: 3 clusters Score -296035.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -296040.781250 Penalty: 820.469543
	Iteration 15Q: 3 clusters Score -296040.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -296044.843750 Penalty: 820.469543
	Iteration 16Q: 3 clusters Score -296044.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -296046.781250 Penalty: 820.469543
	Iteration 17Q: 3 clusters Score -296046.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -296050.625000 Penalty: 820.469543
	Iteration 18Q: 3 clusters Score -296050.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -296054.187500 Penalty: 820.469543
	Iteration 19Q: 3 clusters Score -296054.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -296056.593750 Penalty: 820.469543
	Iteration 20F: 3 clusters Score -296056.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -296059.531250 Penalty: 820.469543
	Iteration 21Q: 3 clusters Score -296059.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -296061.281250 Penalty: 820.469543
	Iteration 22Q: 3 clusters Score -296061.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -296064.468750 Penalty: 820.469543
	Iteration 23Q: 3 clusters Score -296064.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -296065.281250 Penalty: 820.469543
	Iteration 24Q: 3 clusters Score -296065.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -296067.093750 Penalty: 820.469543
	Iteration 25Q: 3 clusters Score -296067.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -296068.187500 Penalty: 820.469543
	Iteration 26Q: 3 clusters Score -296068.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -296068.781250 Penalty: 820.469543
	Iteration 27Q: 3 clusters Score -296068.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -296070.031250 Penalty: 820.469543
	Iteration 28Q: 3 clusters Score -296070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -296071.343750 Penalty: 820.469543
	Iteration 29Q: 3 clusters Score -296071.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -296072.812500 Penalty: 820.469543
	Iteration 30Q: 3 clusters Score -296072.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -296073.125000 Penalty: 820.469543
	Iteration 31Q: 3 clusters Score -296073.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -296074.031250 Penalty: 820.469543
	Iteration 32Q: 3 clusters Score -296074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -296075.750000 Penalty: 820.469543
	Iteration 33Q: 3 clusters Score -296075.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -296077.593750 Penalty: 820.469543
	Iteration 34Q: 3 clusters Score -296077.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -296078.312500 Penalty: 820.469543
	Iteration 35Q: 3 clusters Score -296078.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -296079.125000 Penalty: 820.469543
	Iteration 36Q: 3 clusters Score -296079.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -296080.250000 Penalty: 820.469543
	Iteration 37Q: 3 clusters Score -296080.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -296081.718750 Penalty: 820.469543
	Iteration 38Q: 3 clusters Score -296081.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -296082.437500 Penalty: 820.469543
	Iteration 39Q: 3 clusters Score -296082.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -296082.562500 Penalty: 820.469543
	Iteration 40F: 3 clusters Score -296082.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -296082.593750 Penalty: 820.469543
	Iteration 41Q: 3 clusters Score -296082.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -296082.406250 Penalty: 820.469543
	Iteration 42Q: 3 clusters Score -296082.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -296082.781250 Penalty: 820.469543
	Iteration 43Q: 3 clusters Score -296082.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -296084.062500 Penalty: 820.469543
	Iteration 44Q: 3 clusters Score -296084.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -296084.500000 Penalty: 820.469543
	Iteration 45Q: 3 clusters Score -296084.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -296084.906250 Penalty: 820.469543
	Iteration 46Q: 3 clusters Score -296084.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -296085.125000 Penalty: 820.469543
	Iteration 47Q: 3 clusters Score -296085.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -296084.562500 Penalty: 820.469543
	Iteration 48Q: 3 clusters Score -296084.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -296085.531250 Penalty: 820.469543
	Iteration 49Q: 3 clusters Score -296085.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -296086.250000 Penalty: 820.469543
	Iteration 50Q: 3 clusters Score -296086.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -296087.062500 Penalty: 820.469543
	Iteration 51Q: 3 clusters Score -296087.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -296086.843750 Penalty: 820.469543
	Iteration 52Q: 3 clusters Score -296086.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -296087.031250 Penalty: 820.469543
	Iteration 53Q: 3 clusters Score -296087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -296087.031250 Penalty: 820.469543
	Iteration 54F: 3 clusters Score -296087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (576345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576345 members 
Entering Unmasked Estep 
Score: -22147876.000000 Penalty: 603.533020
	Iteration 0F: 2 clusters Score -2.214788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288407 members 
Mstep: Class 2 contains 287938 members 
Entering Unmasked Estep 
Score: -21784538.000000 Penalty: 1207.066040
	Iteration 0F: 3 clusters Score -2.178454e+07 nChanged 285593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303124 members 
Mstep: Class 2 contains 273221 members 
Entering Unmasked Estep 
Score: -21962894.000000 Penalty: 1207.066040
	Iteration 1F: 3 clusters Score -2.196289e+07 nChanged 25344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313178 members 
Mstep: Class 2 contains 263167 members 
Entering Unmasked Estep 
Score: -21973072.000000 Penalty: 1207.066040
	Iteration 2Q: 3 clusters Score -2.197307e+07 nChanged 31810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328956 members 
Mstep: Class 2 contains 247389 members 
Entering Unmasked Estep 
Score: -21990058.000000 Penalty: 1207.066040
	Iteration 3F: 3 clusters Score -2.199006e+07 nChanged 38729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351521 members 
Mstep: Class 2 contains 224824 members 
Entering Unmasked Estep 
Score: -22015554.000000 Penalty: 1207.066040
	Iteration 4F: 3 clusters Score -2.201555e+07 nChanged 41888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377191 members 
Mstep: Class 2 contains 199154 members 
Entering Unmasked Estep 
Score: -22044468.000000 Penalty: 1207.066040
	Iteration 5F: 3 clusters Score -2.204447e+07 nChanged 38080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401471 members 
Mstep: Class 2 contains 174874 members 
Entering Unmasked Estep 
Score: -22066820.000000 Penalty: 1207.066040
	Iteration 6F: 3 clusters Score -2.206682e+07 nChanged 29975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422324 members 
Mstep: Class 2 contains 154021 members 
Entering Unmasked Estep 
Score: -22078122.000000 Penalty: 1207.066040
	Iteration 7F: 3 clusters Score -2.207812e+07 nChanged 22666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440438 members 
Mstep: Class 2 contains 135907 members 
Entering Unmasked Estep 
Score: -22082962.000000 Penalty: 1207.066040
	Iteration 8Q: 3 clusters Score -2.208296e+07 nChanged 18614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456738 members 
Mstep: Class 2 contains 119607 members 
Entering Unmasked Estep 
Score: -22086936.000000 Penalty: 1207.066040
	Iteration 9Q: 3 clusters Score -2.208694e+07 nChanged 16197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471401 members 
Mstep: Class 2 contains 104944 members 
Entering Unmasked Estep 
Score: -22090664.000000 Penalty: 1207.066040
	Iteration 10Q: 3 clusters Score -2.209066e+07 nChanged 14248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484413 members 
Mstep: Class 2 contains 91932 members 
Entering Unmasked Estep 
Score: -22095038.000000 Penalty: 1207.066040
	Iteration 11Q: 3 clusters Score -2.209504e+07 nChanged 12382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495901 members 
Mstep: Class 2 contains 80444 members 
Entering Unmasked Estep 
Score: -22098642.000000 Penalty: 1207.066040
	Iteration 12Q: 3 clusters Score -2.209864e+07 nChanged 10672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505837 members 
Mstep: Class 2 contains 70508 members 
Entering Unmasked Estep 
Score: -22102116.000000 Penalty: 1207.066040
	Iteration 13Q: 3 clusters Score -2.210212e+07 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514679 members 
Mstep: Class 2 contains 61666 members 
Entering Unmasked Estep 
Score: -22105732.000000 Penalty: 1207.066040
	Iteration 14Q: 3 clusters Score -2.210573e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522548 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -22109826.000000 Penalty: 1207.066040
	Iteration 15Q: 3 clusters Score -2.210983e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529830 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -22113722.000000 Penalty: 1207.066040
	Iteration 16Q: 3 clusters Score -2.211372e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536283 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -22117260.000000 Penalty: 1207.066040
	Iteration 17Q: 3 clusters Score -2.211726e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541995 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -22120748.000000 Penalty: 1207.066040
	Iteration 18Q: 3 clusters Score -2.212075e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547146 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -22123992.000000 Penalty: 1207.066040
	Iteration 19Q: 3 clusters Score -2.212399e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551631 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -22127106.000000 Penalty: 1207.066040
	Iteration 20F: 3 clusters Score -2.212711e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555480 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -22129738.000000 Penalty: 1207.066040
	Iteration 21Q: 3 clusters Score -2.212974e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558784 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -22132178.000000 Penalty: 1207.066040
	Iteration 22Q: 3 clusters Score -2.213218e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561601 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -22134478.000000 Penalty: 1207.066040
	Iteration 23Q: 3 clusters Score -2.213448e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564053 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -22136496.000000 Penalty: 1207.066040
	Iteration 24Q: 3 clusters Score -2.21365e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566206 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -22138362.000000 Penalty: 1207.066040
	Iteration 25Q: 3 clusters Score -2.213836e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568091 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -22139972.000000 Penalty: 1207.066040
	Iteration 26Q: 3 clusters Score -2.213997e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569671 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -22141358.000000 Penalty: 1207.066040
	Iteration 27Q: 3 clusters Score -2.214136e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571002 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -22142504.000000 Penalty: 1207.066040
	Iteration 28Q: 3 clusters Score -2.21425e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572136 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -22143488.000000 Penalty: 1207.066040
	Iteration 29Q: 3 clusters Score -2.214349e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573134 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -22144374.000000 Penalty: 1207.066040
	Iteration 30Q: 3 clusters Score -2.214437e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573963 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -22145126.000000 Penalty: 1207.066040
	Iteration 31Q: 3 clusters Score -2.214513e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574609 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -22145818.000000 Penalty: 1207.066040
	Iteration 32Q: 3 clusters Score -2.214582e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575095 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -22146242.000000 Penalty: 1207.066040
	Iteration 33Q: 3 clusters Score -2.214624e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575417 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -22146532.000000 Penalty: 1207.066040
	Iteration 34Q: 3 clusters Score -2.214653e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575639 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -22146706.000000 Penalty: 1207.066040
	Iteration 35Q: 3 clusters Score -2.214671e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575798 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -22146894.000000 Penalty: 1207.066040
	Iteration 36Q: 3 clusters Score -2.214689e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575898 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -22146972.000000 Penalty: 1207.066040
	Iteration 37Q: 3 clusters Score -2.214697e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575954 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -22147002.000000 Penalty: 1207.066040
	Iteration 38Q: 3 clusters Score -2.2147e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575993 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -22147018.000000 Penalty: 1207.066040
	Iteration 39Q: 3 clusters Score -2.214702e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576019 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -22147040.000000 Penalty: 1207.066040
	Iteration 40F: 3 clusters Score -2.214704e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576044 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -22147080.000000 Penalty: 1207.066040
	Iteration 41Q: 3 clusters Score -2.214708e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576070 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -22147094.000000 Penalty: 1207.066040
	Iteration 42Q: 3 clusters Score -2.214709e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576090 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -22147160.000000 Penalty: 1207.066040
	Iteration 43Q: 3 clusters Score -2.214716e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576104 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -22147156.000000 Penalty: 1207.066040
	Iteration 44Q: 3 clusters Score -2.214716e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576119 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22147186.000000 Penalty: 1207.066040
	Iteration 45Q: 3 clusters Score -2.214719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576133 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22147190.000000 Penalty: 1207.066040
	Iteration 46Q: 3 clusters Score -2.214719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576145 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22147196.000000 Penalty: 1207.066040
	Iteration 47Q: 3 clusters Score -2.21472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576152 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22147220.000000 Penalty: 1207.066040
	Iteration 48Q: 3 clusters Score -2.214722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576162 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22147224.000000 Penalty: 1207.066040
	Iteration 49Q: 3 clusters Score -2.214722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576168 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22147262.000000 Penalty: 1207.066040
	Iteration 50Q: 3 clusters Score -2.214726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576169 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22147266.000000 Penalty: 1207.066040
	Iteration 51Q: 3 clusters Score -2.214727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576171 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22147280.000000 Penalty: 1207.066040
	Iteration 52Q: 3 clusters Score -2.214728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576175 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22147290.000000 Penalty: 1207.066040
	Iteration 53Q: 3 clusters Score -2.214729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576180 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22147282.000000 Penalty: 1207.066040
	Iteration 54Q: 3 clusters Score -2.214728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576182 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22147282.000000 Penalty: 1207.066040
	Iteration 55Q: 3 clusters Score -2.214728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576185 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22147288.000000 Penalty: 1207.066040
	Iteration 56Q: 3 clusters Score -2.214729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576185 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22147300.000000 Penalty: 1207.066040
	Iteration 57Q: 3 clusters Score -2.21473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576183 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22147290.000000 Penalty: 1207.066040
	Iteration 58Q: 3 clusters Score -2.214729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576183 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22147290.000000 Penalty: 1207.066040
	Iteration 59F: 3 clusters Score -2.214729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Entering Unmasked Estep 
Score: -721316.187500 Penalty: 451.752197
	Iteration 0F: 2 clusters Score -721316.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -707665.687500 Penalty: 903.504395
	Iteration 0F: 3 clusters Score -707665.7 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -713593.000000 Penalty: 903.504395
	Iteration 1F: 3 clusters Score -713593 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -714386.312500 Penalty: 903.504395
	Iteration 2F: 3 clusters Score -714386.3 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -715499.937500 Penalty: 903.504395
	Iteration 3F: 3 clusters Score -715499.9 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -716597.562500 Penalty: 903.504395
	Iteration 4F: 3 clusters Score -716597.6 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -717380.062500 Penalty: 903.504395
	Iteration 5F: 3 clusters Score -717380.1 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -717981.312500 Penalty: 903.504395
	Iteration 6Q: 3 clusters Score -717981.3 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -718434.875000 Penalty: 903.504395
	Iteration 7Q: 3 clusters Score -718434.9 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -718858.187500 Penalty: 903.504395
	Iteration 8Q: 3 clusters Score -718858.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -719326.125000 Penalty: 903.504395
	Iteration 9Q: 3 clusters Score -719326.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -719813.312500 Penalty: 903.504395
	Iteration 10Q: 3 clusters Score -719813.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -720354.125000 Penalty: 903.504395
	Iteration 11Q: 3 clusters Score -720354.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -720826.187500 Penalty: 903.504395
	Iteration 12Q: 3 clusters Score -720826.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -721301.812500 Penalty: 903.504395
	Iteration 13Q: 3 clusters Score -721301.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -721818.000000 Penalty: 903.504395
	Iteration 14Q: 3 clusters Score -721818 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -722379.375000 Penalty: 903.504395
	Iteration 15Q: 3 clusters Score -722379.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -722889.937500 Penalty: 903.504395
	Iteration 16Q: 3 clusters Score -722889.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -723172.187500 Penalty: 903.504395
	Iteration 17Q: 3 clusters Score -723172.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -723337.937500 Penalty: 903.504395
	Iteration 18Q: 3 clusters Score -723337.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -723416.500000 Penalty: 903.504395
	Iteration 19Q: 3 clusters Score -723416.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -723462.125000 Penalty: 903.504395
	Iteration 20F: 3 clusters Score -723462.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -723488.062500 Penalty: 903.504395
	Iteration 21Q: 3 clusters Score -723488.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -723497.250000 Penalty: 903.504395
	Iteration 22Q: 3 clusters Score -723497.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -723507.437500 Penalty: 903.504395
	Iteration 23Q: 3 clusters Score -723507.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -723512.500000 Penalty: 903.504395
	Iteration 24Q: 3 clusters Score -723512.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -723516.000000 Penalty: 903.504395
	Iteration 25Q: 3 clusters Score -723516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -723516.812500 Penalty: 903.504395
	Iteration 26Q: 3 clusters Score -723516.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -723515.687500 Penalty: 903.504395
	Iteration 27Q: 3 clusters Score -723515.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -723515.937500 Penalty: 903.504395
	Iteration 28Q: 3 clusters Score -723515.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -723516.562500 Penalty: 903.504395
	Iteration 29Q: 3 clusters Score -723516.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -723516.437500 Penalty: 903.504395
	Iteration 30Q: 3 clusters Score -723516.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -723517.000000 Penalty: 903.504395
	Iteration 31Q: 3 clusters Score -723517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -723517.000000 Penalty: 903.504395
	Iteration 32F: 3 clusters Score -723517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7615 members 
Mstep: Class 3 contains 10155 members 
Mstep: Class 4 contains 3010 members 
Mstep: Class 5 contains 6026 members 
Mstep: Class 6 contains 9286 members 
Mstep: Class 7 contains 9968 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 600827 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 19819 members 
Mstep: Class 12 contains 11637 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 15 contains 8235 members 
Mstep: Class 16 contains 576345 members 
Mstep: Class 17 contains 10018 members 
Mstep: Class 18 contains 10785 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 13146 members 
Mstep: Class 21 contains 8991 members 
Mstep: Class 22 contains 10151 members 
Mstep: Class 23 contains 1018 members 
Mstep: Class 24 contains 7717 members 
Mstep: Class 25 contains 21449 members 
Mstep: Class 26 contains 2264 members 
Mstep: Class 27 contains 9759 members 
Mstep: Class 28 contains 541 members 
Mstep: Class 29 contains 2286 members 
Mstep: Class 30 contains 10491 members 
Entering Unmasked Estep 
Score: -50361932.000000 Penalty: 19305.699219
Splitting cluster 17 changes total score from -50355632.000000 to -50361932.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (10785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Entering Unmasked Estep 
Score: -373529.656250 Penalty: 422.508972
	Iteration 0F: 2 clusters Score -373529.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -366259.187500 Penalty: 845.017944
	Iteration 0F: 3 clusters Score -366259.2 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -369233.937500 Penalty: 845.017944
	Iteration 1F: 3 clusters Score -369233.9 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -369564.250000 Penalty: 845.017944
	Iteration 2F: 3 clusters Score -369564.2 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -369923.375000 Penalty: 845.017944
	Iteration 3F: 3 clusters Score -369923.4 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -370299.250000 Penalty: 845.017944
	Iteration 4F: 3 clusters Score -370299.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -370732.437500 Penalty: 845.017944
	Iteration 5F: 3 clusters Score -370732.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -371149.687500 Penalty: 845.017944
	Iteration 6F: 3 clusters Score -371149.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -371518.156250 Penalty: 845.017944
	Iteration 7Q: 3 clusters Score -371518.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -371906.062500 Penalty: 845.017944
	Iteration 8Q: 3 clusters Score -371906.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -372300.500000 Penalty: 845.017944
	Iteration 9Q: 3 clusters Score -372300.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -372860.937500 Penalty: 845.017944
	Iteration 10Q: 3 clusters Score -372860.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -373402.531250 Penalty: 845.017944
	Iteration 11Q: 3 clusters Score -373402.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -373577.750000 Penalty: 845.017944
	Iteration 12Q: 3 clusters Score -373577.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -373647.343750 Penalty: 845.017944
	Iteration 13Q: 3 clusters Score -373647.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -373683.875000 Penalty: 845.017944
	Iteration 14Q: 3 clusters Score -373683.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -373716.062500 Penalty: 845.017944
	Iteration 15Q: 3 clusters Score -373716.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -373749.718750 Penalty: 845.017944
	Iteration 16Q: 3 clusters Score -373749.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -373771.781250 Penalty: 845.017944
	Iteration 17Q: 3 clusters Score -373771.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -373786.718750 Penalty: 845.017944
	Iteration 18Q: 3 clusters Score -373786.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -373797.500000 Penalty: 845.017944
	Iteration 19Q: 3 clusters Score -373797.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -373805.875000 Penalty: 845.017944
	Iteration 20F: 3 clusters Score -373805.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -373810.156250 Penalty: 845.017944
	Iteration 21Q: 3 clusters Score -373810.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -373816.750000 Penalty: 845.017944
	Iteration 22Q: 3 clusters Score -373816.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -373826.000000 Penalty: 845.017944
	Iteration 23Q: 3 clusters Score -373826 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -373834.750000 Penalty: 845.017944
	Iteration 24Q: 3 clusters Score -373834.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -373843.437500 Penalty: 845.017944
	Iteration 25Q: 3 clusters Score -373843.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -373851.906250 Penalty: 845.017944
	Iteration 26Q: 3 clusters Score -373851.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -373854.562500 Penalty: 845.017944
	Iteration 27Q: 3 clusters Score -373854.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -373860.437500 Penalty: 845.017944
	Iteration 28Q: 3 clusters Score -373860.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -373863.593750 Penalty: 845.017944
	Iteration 29Q: 3 clusters Score -373863.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -373866.250000 Penalty: 845.017944
	Iteration 30Q: 3 clusters Score -373866.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -373870.875000 Penalty: 845.017944
	Iteration 31Q: 3 clusters Score -373870.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -373875.750000 Penalty: 845.017944
	Iteration 32Q: 3 clusters Score -373875.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -373881.906250 Penalty: 845.017944
	Iteration 33Q: 3 clusters Score -373881.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -373885.375000 Penalty: 845.017944
	Iteration 34Q: 3 clusters Score -373885.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -373893.656250 Penalty: 845.017944
	Iteration 35Q: 3 clusters Score -373893.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -373903.937500 Penalty: 845.017944
	Iteration 36Q: 3 clusters Score -373903.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -373921.531250 Penalty: 845.017944
	Iteration 37Q: 3 clusters Score -373921.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -373942.468750 Penalty: 845.017944
	Iteration 38Q: 3 clusters Score -373942.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -373964.656250 Penalty: 845.017944
	Iteration 39Q: 3 clusters Score -373964.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -373991.937500 Penalty: 845.017944
	Iteration 40F: 3 clusters Score -373991.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -374010.781250 Penalty: 845.017944
	Iteration 41Q: 3 clusters Score -374010.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -374027.562500 Penalty: 845.017944
	Iteration 42Q: 3 clusters Score -374027.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -374042.093750 Penalty: 845.017944
	Iteration 43Q: 3 clusters Score -374042.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -374052.625000 Penalty: 845.017944
	Iteration 44Q: 3 clusters Score -374052.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -374064.343750 Penalty: 845.017944
	Iteration 45Q: 3 clusters Score -374064.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -374079.812500 Penalty: 845.017944
	Iteration 46Q: 3 clusters Score -374079.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -374091.531250 Penalty: 845.017944
	Iteration 47Q: 3 clusters Score -374091.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -374099.718750 Penalty: 845.017944
	Iteration 48Q: 3 clusters Score -374099.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -374106.062500 Penalty: 845.017944
	Iteration 49Q: 3 clusters Score -374106.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -374118.500000 Penalty: 845.017944
	Iteration 50Q: 3 clusters Score -374118.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -374125.156250 Penalty: 845.017944
	Iteration 51Q: 3 clusters Score -374125.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -374133.218750 Penalty: 845.017944
	Iteration 52Q: 3 clusters Score -374133.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -374140.000000 Penalty: 845.017944
	Iteration 53Q: 3 clusters Score -374140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -374145.468750 Penalty: 845.017944
	Iteration 54Q: 3 clusters Score -374145.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -374151.875000 Penalty: 845.017944
	Iteration 55Q: 3 clusters Score -374151.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -374160.937500 Penalty: 845.017944
	Iteration 56Q: 3 clusters Score -374160.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -374164.468750 Penalty: 845.017944
	Iteration 57Q: 3 clusters Score -374164.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -374167.500000 Penalty: 845.017944
	Iteration 58Q: 3 clusters Score -374167.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -374169.687500 Penalty: 845.017944
	Iteration 59Q: 3 clusters Score -374169.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -374172.187500 Penalty: 845.017944
	Iteration 60F: 3 clusters Score -374172.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -374174.625000 Penalty: 845.017944
	Iteration 61Q: 3 clusters Score -374174.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -374174.906250 Penalty: 845.017944
	Iteration 62Q: 3 clusters Score -374174.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -374175.968750 Penalty: 845.017944
	Iteration 63Q: 3 clusters Score -374176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -374175.968750 Penalty: 845.017944
	Iteration 64Q: 3 clusters Score -374176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -374175.687500 Penalty: 845.017944
	Iteration 65Q: 3 clusters Score -374175.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -374177.062500 Penalty: 845.017944
	Iteration 66Q: 3 clusters Score -374177.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -374177.031250 Penalty: 845.017944
	Iteration 67Q: 3 clusters Score -374177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -374178.531250 Penalty: 845.017944
	Iteration 68Q: 3 clusters Score -374178.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -374179.437500 Penalty: 845.017944
	Iteration 69Q: 3 clusters Score -374179.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -374179.593750 Penalty: 845.017944
	Iteration 70Q: 3 clusters Score -374179.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -374181.375000 Penalty: 845.017944
	Iteration 71Q: 3 clusters Score -374181.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -374181.312500 Penalty: 845.017944
	Iteration 72Q: 3 clusters Score -374181.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -374181.343750 Penalty: 845.017944
	Iteration 73Q: 3 clusters Score -374181.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -374181.781250 Penalty: 845.017944
	Iteration 74Q: 3 clusters Score -374181.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -374181.437500 Penalty: 845.017944
	Iteration 75Q: 3 clusters Score -374181.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -374180.875000 Penalty: 845.017944
	Iteration 76Q: 3 clusters Score -374180.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -374180.875000 Penalty: 845.017944
	Iteration 77F: 3 clusters Score -374180.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7615 members 
Mstep: Class 3 contains 10155 members 
Mstep: Class 4 contains 3010 members 
Mstep: Class 5 contains 6026 members 
Mstep: Class 6 contains 9286 members 
Mstep: Class 7 contains 9968 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 600827 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 19819 members 
Mstep: Class 12 contains 11637 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 15 contains 8235 members 
Mstep: Class 16 contains 576345 members 
Mstep: Class 17 contains 10018 members 
Mstep: Class 18 contains 5229 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 13146 members 
Mstep: Class 21 contains 8991 members 
Mstep: Class 22 contains 10151 members 
Mstep: Class 23 contains 1018 members 
Mstep: Class 24 contains 7717 members 
Mstep: Class 25 contains 21449 members 
Mstep: Class 26 contains 2264 members 
Mstep: Class 27 contains 9759 members 
Mstep: Class 28 contains 541 members 
Mstep: Class 29 contains 2286 members 
Mstep: Class 30 contains 10491 members 
Mstep: Class 31 contains 5556 members 
Entering Unmasked Estep 
Score: -50362300.000000 Penalty: 19949.220703
Splitting cluster 18 changes total score from -50355632.000000 to -50362300.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (3025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Entering Unmasked Estep 
Score: -111256.164062 Penalty: 364.667328
	Iteration 0F: 2 clusters Score -111256.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -109116.453125 Penalty: 729.334656
	Iteration 0F: 3 clusters Score -109116.5 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -109856.882812 Penalty: 729.334656
	Iteration 1F: 3 clusters Score -109856.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -109940.085938 Penalty: 729.334656
	Iteration 2F: 3 clusters Score -109940.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -109998.632812 Penalty: 729.334656
	Iteration 3F: 3 clusters Score -109998.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -110055.125000 Penalty: 729.334656
	Iteration 4Q: 3 clusters Score -110055.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -110113.023438 Penalty: 729.334656
	Iteration 5Q: 3 clusters Score -110113 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -110152.039062 Penalty: 729.334656
	Iteration 6Q: 3 clusters Score -110152 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -110192.625000 Penalty: 729.334656
	Iteration 7Q: 3 clusters Score -110192.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -110237.664062 Penalty: 729.334656
	Iteration 8Q: 3 clusters Score -110237.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -110273.890625 Penalty: 729.334656
	Iteration 9Q: 3 clusters Score -110273.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -110313.070312 Penalty: 729.334656
	Iteration 10Q: 3 clusters Score -110313.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -110356.296875 Penalty: 729.334656
	Iteration 11Q: 3 clusters Score -110356.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -110391.601562 Penalty: 729.334656
	Iteration 12Q: 3 clusters Score -110391.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -110424.617188 Penalty: 729.334656
	Iteration 13Q: 3 clusters Score -110424.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -110450.625000 Penalty: 729.334656
	Iteration 14Q: 3 clusters Score -110450.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -110469.398438 Penalty: 729.334656
	Iteration 15Q: 3 clusters Score -110469.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -110484.937500 Penalty: 729.334656
	Iteration 16Q: 3 clusters Score -110484.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -110506.539062 Penalty: 729.334656
	Iteration 17Q: 3 clusters Score -110506.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -110531.007812 Penalty: 729.334656
	Iteration 18Q: 3 clusters Score -110531 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -110558.335938 Penalty: 729.334656
	Iteration 19Q: 3 clusters Score -110558.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -110600.523438 Penalty: 729.334656
	Iteration 20F: 3 clusters Score -110600.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -110640.601562 Penalty: 729.334656
	Iteration 21Q: 3 clusters Score -110640.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -110684.664062 Penalty: 729.334656
	Iteration 22Q: 3 clusters Score -110684.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -110744.843750 Penalty: 729.334656
	Iteration 23Q: 3 clusters Score -110744.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -110801.796875 Penalty: 729.334656
	Iteration 24Q: 3 clusters Score -110801.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -110833.328125 Penalty: 729.334656
	Iteration 25Q: 3 clusters Score -110833.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -110862.851562 Penalty: 729.334656
	Iteration 26Q: 3 clusters Score -110862.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -110889.210938 Penalty: 729.334656
	Iteration 27Q: 3 clusters Score -110889.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -110912.570312 Penalty: 729.334656
	Iteration 28Q: 3 clusters Score -110912.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -110944.929688 Penalty: 729.334656
	Iteration 29Q: 3 clusters Score -110944.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -110982.765625 Penalty: 729.334656
	Iteration 30Q: 3 clusters Score -110982.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -111017.679688 Penalty: 729.334656
	Iteration 31Q: 3 clusters Score -111017.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -111044.460938 Penalty: 729.334656
	Iteration 32Q: 3 clusters Score -111044.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -111067.359375 Penalty: 729.334656
	Iteration 33Q: 3 clusters Score -111067.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -111084.851562 Penalty: 729.334656
	Iteration 34Q: 3 clusters Score -111084.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -111093.070312 Penalty: 729.334656
	Iteration 35Q: 3 clusters Score -111093.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -111098.554688 Penalty: 729.334656
	Iteration 36Q: 3 clusters Score -111098.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -111104.414062 Penalty: 729.334656
	Iteration 37Q: 3 clusters Score -111104.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -111106.468750 Penalty: 729.334656
	Iteration 38Q: 3 clusters Score -111106.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -111108.757812 Penalty: 729.334656
	Iteration 39Q: 3 clusters Score -111108.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -111111.671875 Penalty: 729.334656
	Iteration 40F: 3 clusters Score -111111.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -111113.960938 Penalty: 729.334656
	Iteration 41Q: 3 clusters Score -111114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -111115.867188 Penalty: 729.334656
	Iteration 42Q: 3 clusters Score -111115.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -111116.921875 Penalty: 729.334656
	Iteration 43Q: 3 clusters Score -111116.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -111117.632812 Penalty: 729.334656
	Iteration 44Q: 3 clusters Score -111117.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -111117.929688 Penalty: 729.334656
	Iteration 45Q: 3 clusters Score -111117.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -111118.054688 Penalty: 729.334656
	Iteration 46Q: 3 clusters Score -111118.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -111118.054688 Penalty: 729.334656
	Iteration 47F: 3 clusters Score -111118.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Entering Unmasked Estep 
Score: -467340.156250 Penalty: 431.516205
	Iteration 0F: 2 clusters Score -467340.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -458655.375000 Penalty: 863.032410
	Iteration 0F: 3 clusters Score -458655.4 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -462339.281250 Penalty: 863.032410
	Iteration 1F: 3 clusters Score -462339.3 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -462807.218750 Penalty: 863.032410
	Iteration 2F: 3 clusters Score -462807.2 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -463315.375000 Penalty: 863.032410
	Iteration 3F: 3 clusters Score -463315.4 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -463875.062500 Penalty: 863.032410
	Iteration 4F: 3 clusters Score -463875.1 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -464351.406250 Penalty: 863.032410
	Iteration 5F: 3 clusters Score -464351.4 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -464718.281250 Penalty: 863.032410
	Iteration 6F: 3 clusters Score -464718.3 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -464981.437500 Penalty: 863.032410
	Iteration 7Q: 3 clusters Score -464981.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -465177.218750 Penalty: 863.032410
	Iteration 8Q: 3 clusters Score -465177.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -465368.937500 Penalty: 863.032410
	Iteration 9Q: 3 clusters Score -465368.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -465551.656250 Penalty: 863.032410
	Iteration 10Q: 3 clusters Score -465551.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -465730.031250 Penalty: 863.032410
	Iteration 11Q: 3 clusters Score -465730 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -465883.500000 Penalty: 863.032410
	Iteration 12Q: 3 clusters Score -465883.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -466030.718750 Penalty: 863.032410
	Iteration 13Q: 3 clusters Score -466030.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -466154.656250 Penalty: 863.032410
	Iteration 14Q: 3 clusters Score -466154.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -466265.718750 Penalty: 863.032410
	Iteration 15Q: 3 clusters Score -466265.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -466401.031250 Penalty: 863.032410
	Iteration 16Q: 3 clusters Score -466401 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -466523.375000 Penalty: 863.032410
	Iteration 17Q: 3 clusters Score -466523.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -466634.468750 Penalty: 863.032410
	Iteration 18Q: 3 clusters Score -466634.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -466725.843750 Penalty: 863.032410
	Iteration 19Q: 3 clusters Score -466725.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -466803.531250 Penalty: 863.032410
	Iteration 20F: 3 clusters Score -466803.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -466856.968750 Penalty: 863.032410
	Iteration 21Q: 3 clusters Score -466857 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -466891.531250 Penalty: 863.032410
	Iteration 22Q: 3 clusters Score -466891.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -466928.875000 Penalty: 863.032410
	Iteration 23Q: 3 clusters Score -466928.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -466946.687500 Penalty: 863.032410
	Iteration 24Q: 3 clusters Score -466946.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -466961.812500 Penalty: 863.032410
	Iteration 25Q: 3 clusters Score -466961.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -466968.093750 Penalty: 863.032410
	Iteration 26Q: 3 clusters Score -466968.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -466973.781250 Penalty: 863.032410
	Iteration 27Q: 3 clusters Score -466973.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -466977.062500 Penalty: 863.032410
	Iteration 28Q: 3 clusters Score -466977.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -466982.750000 Penalty: 863.032410
	Iteration 29Q: 3 clusters Score -466982.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -466984.250000 Penalty: 863.032410
	Iteration 30Q: 3 clusters Score -466984.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -466987.218750 Penalty: 863.032410
	Iteration 31Q: 3 clusters Score -466987.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -466988.406250 Penalty: 863.032410
	Iteration 32Q: 3 clusters Score -466988.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -466988.406250 Penalty: 863.032410
	Iteration 33Q: 3 clusters Score -466988.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -466989.531250 Penalty: 863.032410
	Iteration 34Q: 3 clusters Score -466989.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -466990.062500 Penalty: 863.032410
	Iteration 35Q: 3 clusters Score -466990.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -466990.062500 Penalty: 863.032410
	Iteration 36F: 3 clusters Score -466990.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Entering Unmasked Estep 
Score: -309444.125000 Penalty: 414.231049
	Iteration 0F: 2 clusters Score -309444.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -303412.937500 Penalty: 828.462097
	Iteration 0F: 3 clusters Score -303412.9 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -306362.250000 Penalty: 828.462097
	Iteration 1F: 3 clusters Score -306362.2 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -307139.687500 Penalty: 828.462097
	Iteration 2F: 3 clusters Score -307139.7 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -308017.375000 Penalty: 828.462097
	Iteration 3F: 3 clusters Score -308017.4 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -308699.093750 Penalty: 828.462097
	Iteration 4F: 3 clusters Score -308699.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -309180.406250 Penalty: 828.462097
	Iteration 5F: 3 clusters Score -309180.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -309480.687500 Penalty: 828.462097
	Iteration 6Q: 3 clusters Score -309480.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -309751.937500 Penalty: 828.462097
	Iteration 7Q: 3 clusters Score -309751.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -309943.156250 Penalty: 828.462097
	Iteration 8Q: 3 clusters Score -309943.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -310046.937500 Penalty: 828.462097
	Iteration 9Q: 3 clusters Score -310046.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -310117.593750 Penalty: 828.462097
	Iteration 10Q: 3 clusters Score -310117.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -310166.687500 Penalty: 828.462097
	Iteration 11Q: 3 clusters Score -310166.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -310201.031250 Penalty: 828.462097
	Iteration 12Q: 3 clusters Score -310201 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -310220.156250 Penalty: 828.462097
	Iteration 13Q: 3 clusters Score -310220.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -310240.093750 Penalty: 828.462097
	Iteration 14Q: 3 clusters Score -310240.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -310261.312500 Penalty: 828.462097
	Iteration 15Q: 3 clusters Score -310261.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -310274.875000 Penalty: 828.462097
	Iteration 16Q: 3 clusters Score -310274.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -310283.343750 Penalty: 828.462097
	Iteration 17Q: 3 clusters Score -310283.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -310288.062500 Penalty: 828.462097
	Iteration 18Q: 3 clusters Score -310288.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -310291.281250 Penalty: 828.462097
	Iteration 19Q: 3 clusters Score -310291.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -310292.156250 Penalty: 828.462097
	Iteration 20F: 3 clusters Score -310292.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -310293.875000 Penalty: 828.462097
	Iteration 21Q: 3 clusters Score -310293.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -310296.750000 Penalty: 828.462097
	Iteration 22Q: 3 clusters Score -310296.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -310298.937500 Penalty: 828.462097
	Iteration 23Q: 3 clusters Score -310298.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -310300.375000 Penalty: 828.462097
	Iteration 24Q: 3 clusters Score -310300.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -310299.625000 Penalty: 828.462097
	Iteration 25Q: 3 clusters Score -310299.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -310301.281250 Penalty: 828.462097
	Iteration 26Q: 3 clusters Score -310301.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -310302.031250 Penalty: 828.462097
	Iteration 27Q: 3 clusters Score -310302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -310302.093750 Penalty: 828.462097
	Iteration 28Q: 3 clusters Score -310302.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -310302.500000 Penalty: 828.462097
	Iteration 29Q: 3 clusters Score -310302.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -310303.500000 Penalty: 828.462097
	Iteration 30Q: 3 clusters Score -310303.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -310304.656250 Penalty: 828.462097
	Iteration 31Q: 3 clusters Score -310304.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -310306.125000 Penalty: 828.462097
	Iteration 32Q: 3 clusters Score -310306.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -310306.625000 Penalty: 828.462097
	Iteration 33Q: 3 clusters Score -310306.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -310308.062500 Penalty: 828.462097
	Iteration 34Q: 3 clusters Score -310308.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -310307.937500 Penalty: 828.462097
	Iteration 35Q: 3 clusters Score -310307.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -310308.718750 Penalty: 828.462097
	Iteration 36Q: 3 clusters Score -310308.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -310308.750000 Penalty: 828.462097
	Iteration 37Q: 3 clusters Score -310308.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -310307.843750 Penalty: 828.462097
	Iteration 38Q: 3 clusters Score -310307.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -310308.125000 Penalty: 828.462097
	Iteration 39Q: 3 clusters Score -310308.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -310308.468750 Penalty: 828.462097
	Iteration 40F: 3 clusters Score -310308.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -310309.187500 Penalty: 828.462097
	Iteration 41Q: 3 clusters Score -310309.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -310309.531250 Penalty: 828.462097
	Iteration 42Q: 3 clusters Score -310309.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -310309.375000 Penalty: 828.462097
	Iteration 43Q: 3 clusters Score -310309.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -310310.093750 Penalty: 828.462097
	Iteration 44Q: 3 clusters Score -310310.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -310311.562500 Penalty: 828.462097
	Iteration 45Q: 3 clusters Score -310311.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -310311.531250 Penalty: 828.462097
	Iteration 46Q: 3 clusters Score -310311.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -310311.750000 Penalty: 828.462097
	Iteration 47Q: 3 clusters Score -310311.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -310313.468750 Penalty: 828.462097
	Iteration 48Q: 3 clusters Score -310313.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -310314.343750 Penalty: 828.462097
	Iteration 49Q: 3 clusters Score -310314.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -310316.031250 Penalty: 828.462097
	Iteration 50Q: 3 clusters Score -310316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -310317.000000 Penalty: 828.462097
	Iteration 51Q: 3 clusters Score -310317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -310319.093750 Penalty: 828.462097
	Iteration 52Q: 3 clusters Score -310319.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -310319.968750 Penalty: 828.462097
	Iteration 53Q: 3 clusters Score -310320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -310319.562500 Penalty: 828.462097
	Iteration 54Q: 3 clusters Score -310319.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -310320.812500 Penalty: 828.462097
	Iteration 55Q: 3 clusters Score -310320.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -310322.281250 Penalty: 828.462097
	Iteration 56Q: 3 clusters Score -310322.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -310323.093750 Penalty: 828.462097
	Iteration 57Q: 3 clusters Score -310323.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -310322.718750 Penalty: 828.462097
	Iteration 58Q: 3 clusters Score -310322.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -310322.718750 Penalty: 828.462097
	Iteration 59F: 3 clusters Score -310322.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7615 members 
Mstep: Class 3 contains 10155 members 
Mstep: Class 4 contains 3010 members 
Mstep: Class 5 contains 6026 members 
Mstep: Class 6 contains 9286 members 
Mstep: Class 7 contains 9968 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 600827 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 19819 members 
Mstep: Class 12 contains 11637 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 15 contains 8235 members 
Mstep: Class 16 contains 576345 members 
Mstep: Class 17 contains 10018 members 
Mstep: Class 18 contains 5229 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 13146 members 
Mstep: Class 21 contains 6840 members 
Mstep: Class 22 contains 10151 members 
Mstep: Class 23 contains 1018 members 
Mstep: Class 24 contains 7717 members 
Mstep: Class 25 contains 21449 members 
Mstep: Class 26 contains 2264 members 
Mstep: Class 27 contains 9759 members 
Mstep: Class 28 contains 541 members 
Mstep: Class 29 contains 2286 members 
Mstep: Class 30 contains 10491 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 2151 members 
Entering Unmasked Estep 
Score: -50362936.000000 Penalty: 20592.744141
Splitting cluster 21 changes total score from -50355632.000000 to -50362936.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 22 (10151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Entering Unmasked Estep 
Score: -371677.562500 Penalty: 419.752411
	Iteration 0F: 2 clusters Score -371677.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -364970.312500 Penalty: 839.504822
	Iteration 0F: 3 clusters Score -364970.3 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -368509.875000 Penalty: 839.504822
	Iteration 1F: 3 clusters Score -368509.9 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -369344.687500 Penalty: 839.504822
	Iteration 2F: 3 clusters Score -369344.7 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -370114.531250 Penalty: 839.504822
	Iteration 3F: 3 clusters Score -370114.5 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -370633.000000 Penalty: 839.504822
	Iteration 4F: 3 clusters Score -370633 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -370907.843750 Penalty: 839.504822
	Iteration 5Q: 3 clusters Score -370907.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -371053.125000 Penalty: 839.504822
	Iteration 6Q: 3 clusters Score -371053.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -371118.843750 Penalty: 839.504822
	Iteration 7Q: 3 clusters Score -371118.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -371157.531250 Penalty: 839.504822
	Iteration 8Q: 3 clusters Score -371157.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -371184.625000 Penalty: 839.504822
	Iteration 9Q: 3 clusters Score -371184.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -371203.281250 Penalty: 839.504822
	Iteration 10Q: 3 clusters Score -371203.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -371217.500000 Penalty: 839.504822
	Iteration 11Q: 3 clusters Score -371217.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -371227.406250 Penalty: 839.504822
	Iteration 12Q: 3 clusters Score -371227.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -371235.500000 Penalty: 839.504822
	Iteration 13Q: 3 clusters Score -371235.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -371241.656250 Penalty: 839.504822
	Iteration 14Q: 3 clusters Score -371241.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -371246.906250 Penalty: 839.504822
	Iteration 15Q: 3 clusters Score -371246.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -371252.000000 Penalty: 839.504822
	Iteration 16Q: 3 clusters Score -371252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -371256.937500 Penalty: 839.504822
	Iteration 17Q: 3 clusters Score -371256.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -371262.500000 Penalty: 839.504822
	Iteration 18Q: 3 clusters Score -371262.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -371268.687500 Penalty: 839.504822
	Iteration 19Q: 3 clusters Score -371268.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -371276.312500 Penalty: 839.504822
	Iteration 20F: 3 clusters Score -371276.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -371285.437500 Penalty: 839.504822
	Iteration 21Q: 3 clusters Score -371285.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -371292.218750 Penalty: 839.504822
	Iteration 22Q: 3 clusters Score -371292.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -371297.687500 Penalty: 839.504822
	Iteration 23Q: 3 clusters Score -371297.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -371301.687500 Penalty: 839.504822
	Iteration 24Q: 3 clusters Score -371301.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -371303.468750 Penalty: 839.504822
	Iteration 25Q: 3 clusters Score -371303.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -371304.906250 Penalty: 839.504822
	Iteration 26Q: 3 clusters Score -371304.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -371306.625000 Penalty: 839.504822
	Iteration 27Q: 3 clusters Score -371306.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -371309.062500 Penalty: 839.504822
	Iteration 28Q: 3 clusters Score -371309.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -371310.750000 Penalty: 839.504822
	Iteration 29Q: 3 clusters Score -371310.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -371315.437500 Penalty: 839.504822
	Iteration 30Q: 3 clusters Score -371315.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -371319.750000 Penalty: 839.504822
	Iteration 31Q: 3 clusters Score -371319.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -371324.593750 Penalty: 839.504822
	Iteration 32Q: 3 clusters Score -371324.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -371326.875000 Penalty: 839.504822
	Iteration 33Q: 3 clusters Score -371326.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -371331.375000 Penalty: 839.504822
	Iteration 34Q: 3 clusters Score -371331.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -371333.531250 Penalty: 839.504822
	Iteration 35Q: 3 clusters Score -371333.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -371335.437500 Penalty: 839.504822
	Iteration 36Q: 3 clusters Score -371335.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -371337.000000 Penalty: 839.504822
	Iteration 37Q: 3 clusters Score -371337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -371340.468750 Penalty: 839.504822
	Iteration 38Q: 3 clusters Score -371340.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -371344.000000 Penalty: 839.504822
	Iteration 39Q: 3 clusters Score -371344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -371349.187500 Penalty: 839.504822
	Iteration 40F: 3 clusters Score -371349.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -371354.125000 Penalty: 839.504822
	Iteration 41Q: 3 clusters Score -371354.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -371363.218750 Penalty: 839.504822
	Iteration 42Q: 3 clusters Score -371363.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -371374.468750 Penalty: 839.504822
	Iteration 43Q: 3 clusters Score -371374.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -371383.656250 Penalty: 839.504822
	Iteration 44Q: 3 clusters Score -371383.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -371392.218750 Penalty: 839.504822
	Iteration 45Q: 3 clusters Score -371392.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -371401.406250 Penalty: 839.504822
	Iteration 46Q: 3 clusters Score -371401.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -371407.250000 Penalty: 839.504822
	Iteration 47Q: 3 clusters Score -371407.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -371412.093750 Penalty: 839.504822
	Iteration 48Q: 3 clusters Score -371412.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -371419.281250 Penalty: 839.504822
	Iteration 49Q: 3 clusters Score -371419.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -371426.562500 Penalty: 839.504822
	Iteration 50Q: 3 clusters Score -371426.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -371432.062500 Penalty: 839.504822
	Iteration 51Q: 3 clusters Score -371432.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -371436.687500 Penalty: 839.504822
	Iteration 52Q: 3 clusters Score -371436.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -371441.312500 Penalty: 839.504822
	Iteration 53Q: 3 clusters Score -371441.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -371445.312500 Penalty: 839.504822
	Iteration 54Q: 3 clusters Score -371445.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -371448.812500 Penalty: 839.504822
	Iteration 55Q: 3 clusters Score -371448.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -371454.375000 Penalty: 839.504822
	Iteration 56Q: 3 clusters Score -371454.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -371457.343750 Penalty: 839.504822
	Iteration 57Q: 3 clusters Score -371457.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -371461.156250 Penalty: 839.504822
	Iteration 58Q: 3 clusters Score -371461.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -371465.125000 Penalty: 839.504822
	Iteration 59Q: 3 clusters Score -371465.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -371468.656250 Penalty: 839.504822
	Iteration 60F: 3 clusters Score -371468.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -371469.843750 Penalty: 839.504822
	Iteration 61Q: 3 clusters Score -371469.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -371473.687500 Penalty: 839.504822
	Iteration 62Q: 3 clusters Score -371473.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -371477.656250 Penalty: 839.504822
	Iteration 63Q: 3 clusters Score -371477.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -371481.156250 Penalty: 839.504822
	Iteration 64Q: 3 clusters Score -371481.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -371484.218750 Penalty: 839.504822
	Iteration 65Q: 3 clusters Score -371484.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -371487.156250 Penalty: 839.504822
	Iteration 66Q: 3 clusters Score -371487.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -371489.406250 Penalty: 839.504822
	Iteration 67Q: 3 clusters Score -371489.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -371492.718750 Penalty: 839.504822
	Iteration 68Q: 3 clusters Score -371492.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -371494.281250 Penalty: 839.504822
	Iteration 69Q: 3 clusters Score -371494.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -371496.437500 Penalty: 839.504822
	Iteration 70Q: 3 clusters Score -371496.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -371499.812500 Penalty: 839.504822
	Iteration 71Q: 3 clusters Score -371499.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -371503.718750 Penalty: 839.504822
	Iteration 72Q: 3 clusters Score -371503.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -371503.750000 Penalty: 839.504822
	Iteration 73Q: 3 clusters Score -371503.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -371504.468750 Penalty: 839.504822
	Iteration 74Q: 3 clusters Score -371504.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -371504.000000 Penalty: 839.504822
	Iteration 75Q: 3 clusters Score -371504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -371504.000000 Penalty: 839.504822
	Iteration 76F: 3 clusters Score -371504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Entering Unmasked Estep 
Score: -35343.890625 Penalty: 315.114594
	Iteration 0F: 2 clusters Score -35343.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -34512.925781 Penalty: 630.229187
	Iteration 0F: 3 clusters Score -34512.93 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -34777.523438 Penalty: 630.229187
	Iteration 1F: 3 clusters Score -34777.52 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -34855.890625 Penalty: 630.229187
	Iteration 2F: 3 clusters Score -34855.89 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -34898.535156 Penalty: 630.229187
	Iteration 3F: 3 clusters Score -34898.54 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -34926.742188 Penalty: 630.229187
	Iteration 4Q: 3 clusters Score -34926.74 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -34951.515625 Penalty: 630.229187
	Iteration 5Q: 3 clusters Score -34951.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -34969.628906 Penalty: 630.229187
	Iteration 6Q: 3 clusters Score -34969.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -34983.816406 Penalty: 630.229187
	Iteration 7Q: 3 clusters Score -34983.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -34998.140625 Penalty: 630.229187
	Iteration 8Q: 3 clusters Score -34998.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -35009.496094 Penalty: 630.229187
	Iteration 9Q: 3 clusters Score -35009.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -35018.753906 Penalty: 630.229187
	Iteration 10Q: 3 clusters Score -35018.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35024.707031 Penalty: 630.229187
	Iteration 11Q: 3 clusters Score -35024.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -35032.937500 Penalty: 630.229187
	Iteration 12Q: 3 clusters Score -35032.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35041.882812 Penalty: 630.229187
	Iteration 13Q: 3 clusters Score -35041.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35051.945312 Penalty: 630.229187
	Iteration 14Q: 3 clusters Score -35051.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35058.878906 Penalty: 630.229187
	Iteration 15Q: 3 clusters Score -35058.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35063.488281 Penalty: 630.229187
	Iteration 16Q: 3 clusters Score -35063.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35067.730469 Penalty: 630.229187
	Iteration 17Q: 3 clusters Score -35067.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -35071.273438 Penalty: 630.229187
	Iteration 18Q: 3 clusters Score -35071.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35072.152344 Penalty: 630.229187
	Iteration 19Q: 3 clusters Score -35072.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -35073.183594 Penalty: 630.229187
	Iteration 20F: 3 clusters Score -35073.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35076.007812 Penalty: 630.229187
	Iteration 21Q: 3 clusters Score -35076.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -35077.234375 Penalty: 630.229187
	Iteration 22Q: 3 clusters Score -35077.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -35079.718750 Penalty: 630.229187
	Iteration 23Q: 3 clusters Score -35079.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35081.109375 Penalty: 630.229187
	Iteration 24Q: 3 clusters Score -35081.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35081.730469 Penalty: 630.229187
	Iteration 25Q: 3 clusters Score -35081.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35082.863281 Penalty: 630.229187
	Iteration 26Q: 3 clusters Score -35082.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35083.664062 Penalty: 630.229187
	Iteration 27Q: 3 clusters Score -35083.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -35084.031250 Penalty: 630.229187
	Iteration 28Q: 3 clusters Score -35084.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -35084.238281 Penalty: 630.229187
	Iteration 29Q: 3 clusters Score -35084.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -35084.238281 Penalty: 630.229187
	Iteration 30F: 3 clusters Score -35084.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Entering Unmasked Estep 
Score: -270464.968750 Penalty: 407.278748
	Iteration 0F: 2 clusters Score -270465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -265207.312500 Penalty: 814.557495
	Iteration 0F: 3 clusters Score -265207.3 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -267366.656250 Penalty: 814.557495
	Iteration 1F: 3 clusters Score -267366.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -267652.968750 Penalty: 814.557495
	Iteration 2F: 3 clusters Score -267653 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -268063.875000 Penalty: 814.557495
	Iteration 3F: 3 clusters Score -268063.9 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -268569.437500 Penalty: 814.557495
	Iteration 4F: 3 clusters Score -268569.4 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -269206.437500 Penalty: 814.557495
	Iteration 5F: 3 clusters Score -269206.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -269746.593750 Penalty: 814.557495
	Iteration 6F: 3 clusters Score -269746.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -270073.468750 Penalty: 814.557495
	Iteration 7Q: 3 clusters Score -270073.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -270219.781250 Penalty: 814.557495
	Iteration 8Q: 3 clusters Score -270219.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -270287.562500 Penalty: 814.557495
	Iteration 9Q: 3 clusters Score -270287.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -270319.625000 Penalty: 814.557495
	Iteration 10Q: 3 clusters Score -270319.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -270338.468750 Penalty: 814.557495
	Iteration 11Q: 3 clusters Score -270338.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -270352.937500 Penalty: 814.557495
	Iteration 12Q: 3 clusters Score -270352.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -270364.812500 Penalty: 814.557495
	Iteration 13Q: 3 clusters Score -270364.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -270370.750000 Penalty: 814.557495
	Iteration 14Q: 3 clusters Score -270370.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -270373.875000 Penalty: 814.557495
	Iteration 15Q: 3 clusters Score -270373.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -270376.937500 Penalty: 814.557495
	Iteration 16Q: 3 clusters Score -270376.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -270378.343750 Penalty: 814.557495
	Iteration 17Q: 3 clusters Score -270378.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -270381.781250 Penalty: 814.557495
	Iteration 18Q: 3 clusters Score -270381.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -270382.312500 Penalty: 814.557495
	Iteration 19Q: 3 clusters Score -270382.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -270382.343750 Penalty: 814.557495
	Iteration 20F: 3 clusters Score -270382.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Entering Unmasked Estep 
Score: -800462.437500 Penalty: 453.791229
	Iteration 0F: 2 clusters Score -800462.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -786233.562500 Penalty: 907.582458
	Iteration 0F: 3 clusters Score -786233.6 nChanged 10156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -792529.437500 Penalty: 907.582458
	Iteration 1F: 3 clusters Score -792529.4 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -793229.937500 Penalty: 907.582458
	Iteration 2F: 3 clusters Score -793229.9 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -794118.937500 Penalty: 907.582458
	Iteration 3F: 3 clusters Score -794118.9 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -795221.812500 Penalty: 907.582458
	Iteration 4F: 3 clusters Score -795221.8 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -796401.937500 Penalty: 907.582458
	Iteration 5F: 3 clusters Score -796401.9 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -797334.312500 Penalty: 907.582458
	Iteration 6Q: 3 clusters Score -797334.3 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -797955.625000 Penalty: 907.582458
	Iteration 7Q: 3 clusters Score -797955.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -798380.750000 Penalty: 907.582458
	Iteration 8Q: 3 clusters Score -798380.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -798738.687500 Penalty: 907.582458
	Iteration 9Q: 3 clusters Score -798738.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -799028.250000 Penalty: 907.582458
	Iteration 10Q: 3 clusters Score -799028.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -799260.750000 Penalty: 907.582458
	Iteration 11Q: 3 clusters Score -799260.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -799437.500000 Penalty: 907.582458
	Iteration 12Q: 3 clusters Score -799437.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -799595.250000 Penalty: 907.582458
	Iteration 13Q: 3 clusters Score -799595.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -799730.250000 Penalty: 907.582458
	Iteration 14Q: 3 clusters Score -799730.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -799823.875000 Penalty: 907.582458
	Iteration 15Q: 3 clusters Score -799823.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -799893.687500 Penalty: 907.582458
	Iteration 16Q: 3 clusters Score -799893.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -799935.000000 Penalty: 907.582458
	Iteration 17Q: 3 clusters Score -799935 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -799965.625000 Penalty: 907.582458
	Iteration 18Q: 3 clusters Score -799965.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -799989.750000 Penalty: 907.582458
	Iteration 19Q: 3 clusters Score -799989.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -800006.500000 Penalty: 907.582458
	Iteration 20F: 3 clusters Score -800006.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -800022.937500 Penalty: 907.582458
	Iteration 21Q: 3 clusters Score -800022.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -800039.875000 Penalty: 907.582458
	Iteration 22Q: 3 clusters Score -800039.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -800048.250000 Penalty: 907.582458
	Iteration 23Q: 3 clusters Score -800048.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -800052.875000 Penalty: 907.582458
	Iteration 24Q: 3 clusters Score -800052.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -800057.187500 Penalty: 907.582458
	Iteration 25Q: 3 clusters Score -800057.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -800063.187500 Penalty: 907.582458
	Iteration 26Q: 3 clusters Score -800063.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -800070.625000 Penalty: 907.582458
	Iteration 27Q: 3 clusters Score -800070.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -800074.687500 Penalty: 907.582458
	Iteration 28Q: 3 clusters Score -800074.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -800076.812500 Penalty: 907.582458
	Iteration 29Q: 3 clusters Score -800076.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -800078.937500 Penalty: 907.582458
	Iteration 30Q: 3 clusters Score -800078.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -800081.437500 Penalty: 907.582458
	Iteration 31Q: 3 clusters Score -800081.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -800081.687500 Penalty: 907.582458
	Iteration 32Q: 3 clusters Score -800081.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -800082.187500 Penalty: 907.582458
	Iteration 33Q: 3 clusters Score -800082.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -800082.187500 Penalty: 907.582458
	Iteration 34F: 3 clusters Score -800082.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Entering Unmasked Estep 
Score: -71469.648438 Penalty: 351.482422
	Iteration 0F: 2 clusters Score -71469.65 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 1107 members 
Entering Unmasked Estep 
Score: -69896.726562 Penalty: 702.964844
	Iteration 0F: 3 clusters Score -69896.73 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -71025.703125 Penalty: 702.964844
	Iteration 1F: 3 clusters Score -71025.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -71534.039062 Penalty: 702.964844
	Iteration 2F: 3 clusters Score -71534.04 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -71745.390625 Penalty: 702.964844
	Iteration 3F: 3 clusters Score -71745.39 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -71827.101562 Penalty: 702.964844
	Iteration 4Q: 3 clusters Score -71827.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -71875.460938 Penalty: 702.964844
	Iteration 5Q: 3 clusters Score -71875.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -71887.835938 Penalty: 702.964844
	Iteration 6Q: 3 clusters Score -71887.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -71892.070312 Penalty: 702.964844
	Iteration 7Q: 3 clusters Score -71892.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -71894.726562 Penalty: 702.964844
	Iteration 8Q: 3 clusters Score -71894.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -71895.718750 Penalty: 702.964844
	Iteration 9Q: 3 clusters Score -71895.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -71896.562500 Penalty: 702.964844
	Iteration 10Q: 3 clusters Score -71896.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -71897.820312 Penalty: 702.964844
	Iteration 11Q: 3 clusters Score -71897.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -71898.703125 Penalty: 702.964844
	Iteration 12Q: 3 clusters Score -71898.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -71899.000000 Penalty: 702.964844
	Iteration 13Q: 3 clusters Score -71899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -71899.515625 Penalty: 702.964844
	Iteration 14Q: 3 clusters Score -71899.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -71900.515625 Penalty: 702.964844
	Iteration 15Q: 3 clusters Score -71900.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -71900.679688 Penalty: 702.964844
	Iteration 16Q: 3 clusters Score -71900.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -71900.679688 Penalty: 702.964844
	Iteration 17F: 3 clusters Score -71900.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7615 members 
Mstep: Class 3 contains 10155 members 
Mstep: Class 4 contains 3010 members 
Mstep: Class 5 contains 6026 members 
Mstep: Class 6 contains 9286 members 
Mstep: Class 7 contains 9968 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 600827 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 19819 members 
Mstep: Class 12 contains 11637 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 15 contains 8235 members 
Mstep: Class 16 contains 576345 members 
Mstep: Class 17 contains 10018 members 
Mstep: Class 18 contains 5229 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 13146 members 
Mstep: Class 21 contains 6840 members 
Mstep: Class 22 contains 10151 members 
Mstep: Class 23 contains 1018 members 
Mstep: Class 24 contains 7717 members 
Mstep: Class 25 contains 21449 members 
Mstep: Class 26 contains 1493 members 
Mstep: Class 27 contains 9759 members 
Mstep: Class 28 contains 541 members 
Mstep: Class 29 contains 2286 members 
Mstep: Class 30 contains 10491 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 2151 members 
Mstep: Class 33 contains 771 members 
Entering Unmasked Estep 
Score: -50363008.000000 Penalty: 21236.267578
Splitting cluster 26 changes total score from -50355632.000000 to -50363008.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7615 members 
Mstep: Class 3 contains 10155 members 
Mstep: Class 4 contains 3010 members 
Mstep: Class 5 contains 6026 members 
Mstep: Class 6 contains 9286 members 
Mstep: Class 7 contains 9968 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 600827 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 19819 members 
Mstep: Class 12 contains 11637 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 15 contains 8235 members 
Mstep: Class 16 contains 576345 members 
Mstep: Class 17 contains 10018 members 
Mstep: Class 18 contains 5229 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 13146 members 
Mstep: Class 21 contains 6840 members 
Mstep: Class 22 contains 10151 members 
Mstep: Class 23 contains 1018 members 
Mstep: Class 24 contains 7717 members 
Mstep: Class 25 contains 21449 members 
Mstep: Class 26 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50367256.000000 Penalty: 21236.267578
Iteration 79Q: 34 clusters Score -5.036726e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8595 members 
Mstep: Class 3 contains 10136 members 
Mstep: Class 4 contains 3011 members 
Mstep: Class 5 contains 6033 members 
Mstep: Class 6 contains 9384 members 
Mstep: Class 7 contains 9992 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 601401 members 
Mstep: Class 10 contains 6823 members 
Mstep: Class 11 contains 19752 members 
Mstep: Class 12 contains 11685 members 
Mstep: Class 13 contains 1068 members 
Mstep: Class 14 contains 3626 members 
Mstep: Class 15 contains 8220 members 
Mstep: Class 16 contains 574837 members 
Mstep: Class 17 contains 10266 members 
Mstep: Class 18 contains 5498 members 
Mstep: Class 19 contains 3037 members 
Mstep: Class 20 contains 13161 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 10157 members 
Mstep: Class 23 contains 1022 members 
Mstep: Class 24 contains 7685 members 
Mstep: Class 25 contains 21389 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 9399 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 2132 members 
Mstep: Class 30 contains 10893 members 
Mstep: Class 31 contains 5143 members 
Mstep: Class 32 contains 2062 members 
Mstep: Class 33 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50371524.000000 Penalty: 21236.267578
Iteration 80F: 34 clusters Score -5.037152e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9290 members 
Mstep: Class 3 contains 10053 members 
Mstep: Class 4 contains 2955 members 
Mstep: Class 5 contains 5861 members 
Mstep: Class 6 contains 9331 members 
Mstep: Class 7 contains 10011 members 
Mstep: Class 8 contains 288 members 
Mstep: Class 9 contains 600329 members 
Mstep: Class 10 contains 6832 members 
Mstep: Class 11 contains 19682 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 1072 members 
Mstep: Class 14 contains 3619 members 
Mstep: Class 15 contains 8208 members 
Mstep: Class 16 contains 573447 members 
Mstep: Class 17 contains 10451 members 
Mstep: Class 18 contains 5744 members 
Mstep: Class 19 contains 3041 members 
Mstep: Class 20 contains 13031 members 
Mstep: Class 21 contains 6849 members 
Mstep: Class 22 contains 10134 members 
Mstep: Class 23 contains 1020 members 
Mstep: Class 24 contains 7607 members 
Mstep: Class 25 contains 21353 members 
Mstep: Class 26 contains 1451 members 
Mstep: Class 27 contains 10150 members 
Mstep: Class 28 contains 663 members 
Mstep: Class 29 contains 2284 members 
Mstep: Class 30 contains 11321 members 
Mstep: Class 31 contains 5458 members 
Mstep: Class 32 contains 2204 members 
Mstep: Class 33 contains 800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373536.000000 Penalty: 21236.267578
Iteration 81Q: 34 clusters Score -5.037354e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9873 members 
Mstep: Class 3 contains 9955 members 
Mstep: Class 4 contains 2907 members 
Mstep: Class 5 contains 5690 members 
Mstep: Class 6 contains 9298 members 
Mstep: Class 7 contains 10032 members 
Mstep: Class 8 contains 329 members 
Mstep: Class 9 contains 599399 members 
Mstep: Class 10 contains 6855 members 
Mstep: Class 11 contains 19631 members 
Mstep: Class 12 contains 11720 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 3610 members 
Mstep: Class 15 contains 8207 members 
Mstep: Class 16 contains 572290 members 
Mstep: Class 17 contains 10648 members 
Mstep: Class 18 contains 5943 members 
Mstep: Class 19 contains 3044 members 
Mstep: Class 20 contains 12957 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 10125 members 
Mstep: Class 23 contains 1020 members 
Mstep: Class 24 contains 7553 members 
Mstep: Class 25 contains 21329 members 
Mstep: Class 26 contains 1447 members 
Mstep: Class 27 contains 10659 members 
Mstep: Class 28 contains 744 members 
Mstep: Class 29 contains 2379 members 
Mstep: Class 30 contains 11717 members 
Mstep: Class 31 contains 5735 members 
Mstep: Class 32 contains 2345 members 
Mstep: Class 33 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375052.000000 Penalty: 21236.267578
Iteration 82Q: 34 clusters Score -5.037505e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10362 members 
Mstep: Class 3 contains 9866 members 
Mstep: Class 4 contains 2858 members 
Mstep: Class 5 contains 5522 members 
Mstep: Class 6 contains 9269 members 
Mstep: Class 7 contains 10058 members 
Mstep: Class 8 contains 344 members 
Mstep: Class 9 contains 598617 members 
Mstep: Class 10 contains 6884 members 
Mstep: Class 11 contains 19630 members 
Mstep: Class 12 contains 11753 members 
Mstep: Class 13 contains 1081 members 
Mstep: Class 14 contains 3607 members 
Mstep: Class 15 contains 8208 members 
Mstep: Class 16 contains 571333 members 
Mstep: Class 17 contains 10803 members 
Mstep: Class 18 contains 6113 members 
Mstep: Class 19 contains 3051 members 
Mstep: Class 20 contains 12885 members 
Mstep: Class 21 contains 6886 members 
Mstep: Class 22 contains 10128 members 
Mstep: Class 23 contains 1026 members 
Mstep: Class 24 contains 7493 members 
Mstep: Class 25 contains 21299 members 
Mstep: Class 26 contains 1448 members 
Mstep: Class 27 contains 11061 members 
Mstep: Class 28 contains 805 members 
Mstep: Class 29 contains 2470 members 
Mstep: Class 30 contains 12038 members 
Mstep: Class 31 contains 5974 members 
Mstep: Class 32 contains 2475 members 
Mstep: Class 33 contains 874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376004.000000 Penalty: 21236.267578
Iteration 83Q: 34 clusters Score -5.0376e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10720 members 
Mstep: Class 3 contains 9798 members 
Mstep: Class 4 contains 2815 members 
Mstep: Class 5 contains 5372 members 
Mstep: Class 6 contains 9256 members 
Mstep: Class 7 contains 10093 members 
Mstep: Class 8 contains 361 members 
Mstep: Class 9 contains 597921 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 19637 members 
Mstep: Class 12 contains 11791 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 3601 members 
Mstep: Class 15 contains 8242 members 
Mstep: Class 16 contains 570540 members 
Mstep: Class 17 contains 10918 members 
Mstep: Class 18 contains 6286 members 
Mstep: Class 19 contains 3060 members 
Mstep: Class 20 contains 12809 members 
Mstep: Class 21 contains 6895 members 
Mstep: Class 22 contains 10127 members 
Mstep: Class 23 contains 1024 members 
Mstep: Class 24 contains 7447 members 
Mstep: Class 25 contains 21291 members 
Mstep: Class 26 contains 1449 members 
Mstep: Class 27 contains 11377 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 2549 members 
Mstep: Class 30 contains 12308 members 
Mstep: Class 31 contains 6179 members 
Mstep: Class 32 contains 2600 members 
Mstep: Class 33 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376424.000000 Penalty: 21236.267578
Iteration 84Q: 34 clusters Score -5.037642e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 11015 members 
Mstep: Class 3 contains 9727 members 
Mstep: Class 4 contains 2768 members 
Mstep: Class 5 contains 5240 members 
Mstep: Class 6 contains 9255 members 
Mstep: Class 7 contains 10122 members 
Mstep: Class 8 contains 366 members 
Mstep: Class 9 contains 597347 members 
Mstep: Class 10 contains 6907 members 
Mstep: Class 11 contains 19654 members 
Mstep: Class 12 contains 11825 members 
Mstep: Class 13 contains 1088 members 
Mstep: Class 14 contains 3596 members 
Mstep: Class 15 contains 8257 members 
Mstep: Class 16 contains 569904 members 
Mstep: Class 17 contains 11012 members 
Mstep: Class 18 contains 6450 members 
Mstep: Class 19 contains 3070 members 
Mstep: Class 20 contains 12719 members 
Mstep: Class 21 contains 6914 members 
Mstep: Class 22 contains 10132 members 
Mstep: Class 23 contains 1028 members 
Mstep: Class 24 contains 7408 members 
Mstep: Class 25 contains 21291 members 
Mstep: Class 26 contains 1457 members 
Mstep: Class 27 contains 11645 members 
Mstep: Class 28 contains 907 members 
Mstep: Class 29 contains 2620 members 
Mstep: Class 30 contains 12512 members 
Mstep: Class 31 contains 6332 members 
Mstep: Class 32 contains 2711 members 
Mstep: Class 33 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376756.000000 Penalty: 21236.267578
Iteration 85Q: 34 clusters Score -5.037676e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 11233 members 
Mstep: Class 3 contains 9660 members 
Mstep: Class 4 contains 2735 members 
Mstep: Class 5 contains 5143 members 
Mstep: Class 6 contains 9269 members 
Mstep: Class 7 contains 10134 members 
Mstep: Class 8 contains 374 members 
Mstep: Class 9 contains 596910 members 
Mstep: Class 10 contains 6916 members 
Mstep: Class 11 contains 19692 members 
Mstep: Class 12 contains 11856 members 
Mstep: Class 13 contains 1092 members 
Mstep: Class 14 contains 3594 members 
Mstep: Class 15 contains 8262 members 
Mstep: Class 16 contains 569398 members 
Mstep: Class 17 contains 11103 members 
Mstep: Class 18 contains 6571 members 
Mstep: Class 19 contains 3078 members 
Mstep: Class 20 contains 12646 members 
Mstep: Class 21 contains 6927 members 
Mstep: Class 22 contains 10134 members 
Mstep: Class 23 contains 1029 members 
Mstep: Class 24 contains 7389 members 
Mstep: Class 25 contains 21302 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 11858 members 
Mstep: Class 28 contains 942 members 
Mstep: Class 29 contains 2673 members 
Mstep: Class 30 contains 12632 members 
Mstep: Class 31 contains 6442 members 
Mstep: Class 32 contains 2794 members 
Mstep: Class 33 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376848.000000 Penalty: 21236.267578
Iteration 86Q: 34 clusters Score -5.037685e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11428 members 
Mstep: Class 3 contains 9603 members 
Mstep: Class 4 contains 2713 members 
Mstep: Class 5 contains 5048 members 
Mstep: Class 6 contains 9282 members 
Mstep: Class 7 contains 10162 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 596527 members 
Mstep: Class 10 contains 6925 members 
Mstep: Class 11 contains 19730 members 
Mstep: Class 12 contains 11891 members 
Mstep: Class 13 contains 1092 members 
Mstep: Class 14 contains 3588 members 
Mstep: Class 15 contains 8256 members 
Mstep: Class 16 contains 568943 members 
Mstep: Class 17 contains 11186 members 
Mstep: Class 18 contains 6671 members 
Mstep: Class 19 contains 3084 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 6945 members 
Mstep: Class 22 contains 10135 members 
Mstep: Class 23 contains 1034 members 
Mstep: Class 24 contains 7375 members 
Mstep: Class 25 contains 21311 members 
Mstep: Class 26 contains 1470 members 
Mstep: Class 27 contains 12032 members 
Mstep: Class 28 contains 964 members 
Mstep: Class 29 contains 2730 members 
Mstep: Class 30 contains 12752 members 
Mstep: Class 31 contains 6528 members 
Mstep: Class 32 contains 2859 members 
Mstep: Class 33 contains 950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377040.000000 Penalty: 21236.267578
Iteration 87Q: 34 clusters Score -5.037704e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 11595 members 
Mstep: Class 3 contains 9544 members 
Mstep: Class 4 contains 2679 members 
Mstep: Class 5 contains 4956 members 
Mstep: Class 6 contains 9318 members 
Mstep: Class 7 contains 10194 members 
Mstep: Class 8 contains 383 members 
Mstep: Class 9 contains 596271 members 
Mstep: Class 10 contains 6927 members 
Mstep: Class 11 contains 19774 members 
Mstep: Class 12 contains 11934 members 
Mstep: Class 13 contains 1093 members 
Mstep: Class 14 contains 3583 members 
Mstep: Class 15 contains 8249 members 
Mstep: Class 16 contains 568568 members 
Mstep: Class 17 contains 11235 members 
Mstep: Class 18 contains 6745 members 
Mstep: Class 19 contains 3089 members 
Mstep: Class 20 contains 12525 members 
Mstep: Class 21 contains 6967 members 
Mstep: Class 22 contains 10134 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 7347 members 
Mstep: Class 25 contains 21320 members 
Mstep: Class 26 contains 1470 members 
Mstep: Class 27 contains 12159 members 
Mstep: Class 28 contains 982 members 
Mstep: Class 29 contains 2787 members 
Mstep: Class 30 contains 12835 members 
Mstep: Class 31 contains 6592 members 
Mstep: Class 32 contains 2922 members 
Mstep: Class 33 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377136.000000 Penalty: 21236.267578
Iteration 88Q: 34 clusters Score -5.037714e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 11718 members 
Mstep: Class 3 contains 9485 members 
Mstep: Class 4 contains 2651 members 
Mstep: Class 5 contains 4894 members 
Mstep: Class 6 contains 9345 members 
Mstep: Class 7 contains 10216 members 
Mstep: Class 8 contains 383 members 
Mstep: Class 9 contains 596095 members 
Mstep: Class 10 contains 6927 members 
Mstep: Class 11 contains 19824 members 
Mstep: Class 12 contains 11968 members 
Mstep: Class 13 contains 1086 members 
Mstep: Class 14 contains 3581 members 
Mstep: Class 15 contains 8253 members 
Mstep: Class 16 contains 568243 members 
Mstep: Class 17 contains 11280 members 
Mstep: Class 18 contains 6799 members 
Mstep: Class 19 contains 3097 members 
Mstep: Class 20 contains 12468 members 
Mstep: Class 21 contains 6985 members 
Mstep: Class 22 contains 10136 members 
Mstep: Class 23 contains 1040 members 
Mstep: Class 24 contains 7324 members 
Mstep: Class 25 contains 21322 members 
Mstep: Class 26 contains 1473 members 
Mstep: Class 27 contains 12247 members 
Mstep: Class 28 contains 1001 members 
Mstep: Class 29 contains 2837 members 
Mstep: Class 30 contains 12899 members 
Mstep: Class 31 contains 6647 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377152.000000 Penalty: 21236.267578
Iteration 89Q: 34 clusters Score -5.037715e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 11825 members 
Mstep: Class 3 contains 9429 members 
Mstep: Class 4 contains 2615 members 
Mstep: Class 5 contains 4856 members 
Mstep: Class 6 contains 9345 members 
Mstep: Class 7 contains 10234 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 595934 members 
Mstep: Class 10 contains 6926 members 
Mstep: Class 11 contains 19860 members 
Mstep: Class 12 contains 12013 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 3580 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 567990 members 
Mstep: Class 17 contains 11336 members 
Mstep: Class 18 contains 6846 members 
Mstep: Class 19 contains 3099 members 
Mstep: Class 20 contains 12414 members 
Mstep: Class 21 contains 6998 members 
Mstep: Class 22 contains 10139 members 
Mstep: Class 23 contains 1041 members 
Mstep: Class 24 contains 7297 members 
Mstep: Class 25 contains 21334 members 
Mstep: Class 26 contains 1474 members 
Mstep: Class 27 contains 12318 members 
Mstep: Class 28 contains 1015 members 
Mstep: Class 29 contains 2887 members 
Mstep: Class 30 contains 12949 members 
Mstep: Class 31 contains 6694 members 
Mstep: Class 32 contains 2992 members 
Mstep: Class 33 contains 993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377036.000000 Penalty: 21236.267578
Iteration 90Q: 34 clusters Score -5.037704e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11920 members 
Mstep: Class 3 contains 9365 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 4845 members 
Mstep: Class 6 contains 9361 members 
Mstep: Class 7 contains 10249 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 595796 members 
Mstep: Class 10 contains 6932 members 
Mstep: Class 11 contains 19906 members 
Mstep: Class 12 contains 12035 members 
Mstep: Class 13 contains 1086 members 
Mstep: Class 14 contains 3577 members 
Mstep: Class 15 contains 8262 members 
Mstep: Class 16 contains 567773 members 
Mstep: Class 17 contains 11391 members 
Mstep: Class 18 contains 6883 members 
Mstep: Class 19 contains 3103 members 
Mstep: Class 20 contains 12349 members 
Mstep: Class 21 contains 7013 members 
Mstep: Class 22 contains 10142 members 
Mstep: Class 23 contains 1042 members 
Mstep: Class 24 contains 7275 members 
Mstep: Class 25 contains 21335 members 
Mstep: Class 26 contains 1476 members 
Mstep: Class 27 contains 12386 members 
Mstep: Class 28 contains 1027 members 
Mstep: Class 29 contains 2942 members 
Mstep: Class 30 contains 12974 members 
Mstep: Class 31 contains 6726 members 
Mstep: Class 32 contains 2998 members 
Mstep: Class 33 contains 1014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377116.000000 Penalty: 21236.267578
Iteration 91Q: 34 clusters Score -5.037712e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 11984 members 
Mstep: Class 3 contains 9309 members 
Mstep: Class 4 contains 2555 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 9379 members 
Mstep: Class 7 contains 10260 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 595718 members 
Mstep: Class 10 contains 6932 members 
Mstep: Class 11 contains 19943 members 
Mstep: Class 12 contains 12068 members 
Mstep: Class 13 contains 1094 members 
Mstep: Class 14 contains 3576 members 
Mstep: Class 15 contains 8264 members 
Mstep: Class 16 contains 567564 members 
Mstep: Class 17 contains 11432 members 
Mstep: Class 18 contains 6900 members 
Mstep: Class 19 contains 3113 members 
Mstep: Class 20 contains 12282 members 
Mstep: Class 21 contains 7021 members 
Mstep: Class 22 contains 10144 members 
Mstep: Class 23 contains 1040 members 
Mstep: Class 24 contains 7265 members 
Mstep: Class 25 contains 21338 members 
Mstep: Class 26 contains 1473 members 
Mstep: Class 27 contains 12442 members 
Mstep: Class 28 contains 1044 members 
Mstep: Class 29 contains 2995 members 
Mstep: Class 30 contains 13012 members 
Mstep: Class 31 contains 6751 members 
Mstep: Class 32 contains 2992 members 
Mstep: Class 33 contains 1029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377152.000000 Penalty: 21236.267578
Iteration 92Q: 34 clusters Score -5.037715e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 12065 members 
Mstep: Class 3 contains 9273 members 
Mstep: Class 4 contains 2539 members 
Mstep: Class 5 contains 4836 members 
Mstep: Class 6 contains 9390 members 
Mstep: Class 7 contains 10259 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 595621 members 
Mstep: Class 10 contains 6936 members 
Mstep: Class 11 contains 19985 members 
Mstep: Class 12 contains 12089 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 3575 members 
Mstep: Class 15 contains 8265 members 
Mstep: Class 16 contains 567387 members 
Mstep: Class 17 contains 11475 members 
Mstep: Class 18 contains 6920 members 
Mstep: Class 19 contains 3116 members 
Mstep: Class 20 contains 12222 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 10145 members 
Mstep: Class 23 contains 1041 members 
Mstep: Class 24 contains 7243 members 
Mstep: Class 25 contains 21343 members 
Mstep: Class 26 contains 1474 members 
Mstep: Class 27 contains 12504 members 
Mstep: Class 28 contains 1055 members 
Mstep: Class 29 contains 3041 members 
Mstep: Class 30 contains 13015 members 
Mstep: Class 31 contains 6780 members 
Mstep: Class 32 contains 2981 members 
Mstep: Class 33 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377140.000000 Penalty: 21236.267578
Iteration 93Q: 34 clusters Score -5.037714e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 12139 members 
Mstep: Class 3 contains 9255 members 
Mstep: Class 4 contains 2523 members 
Mstep: Class 5 contains 4836 members 
Mstep: Class 6 contains 9404 members 
Mstep: Class 7 contains 10264 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 595494 members 
Mstep: Class 10 contains 6939 members 
Mstep: Class 11 contains 20014 members 
Mstep: Class 12 contains 12108 members 
Mstep: Class 13 contains 1101 members 
Mstep: Class 14 contains 3571 members 
Mstep: Class 15 contains 8269 members 
Mstep: Class 16 contains 567249 members 
Mstep: Class 17 contains 11519 members 
Mstep: Class 18 contains 6931 members 
Mstep: Class 19 contains 3121 members 
Mstep: Class 20 contains 12184 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 10145 members 
Mstep: Class 23 contains 1041 members 
Mstep: Class 24 contains 7223 members 
Mstep: Class 25 contains 21338 members 
Mstep: Class 26 contains 1475 members 
Mstep: Class 27 contains 12559 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 3084 members 
Mstep: Class 30 contains 13022 members 
Mstep: Class 31 contains 6803 members 
Mstep: Class 32 contains 2971 members 
Mstep: Class 33 contains 1054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377084.000000 Penalty: 21236.267578
Iteration 94Q: 34 clusters Score -5.037708e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 12196 members 
Mstep: Class 3 contains 9217 members 
Mstep: Class 4 contains 2513 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 9417 members 
Mstep: Class 7 contains 10270 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 595410 members 
Mstep: Class 10 contains 6940 members 
Mstep: Class 11 contains 20037 members 
Mstep: Class 12 contains 12119 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 3568 members 
Mstep: Class 15 contains 8275 members 
Mstep: Class 16 contains 567140 members 
Mstep: Class 17 contains 11564 members 
Mstep: Class 18 contains 6940 members 
Mstep: Class 19 contains 3125 members 
Mstep: Class 20 contains 12154 members 
Mstep: Class 21 contains 7059 members 
Mstep: Class 22 contains 10146 members 
Mstep: Class 23 contains 1041 members 
Mstep: Class 24 contains 7193 members 
Mstep: Class 25 contains 21340 members 
Mstep: Class 26 contains 1479 members 
Mstep: Class 27 contains 12604 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 3123 members 
Mstep: Class 30 contains 13030 members 
Mstep: Class 31 contains 6816 members 
Mstep: Class 32 contains 2965 members 
Mstep: Class 33 contains 1060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377148.000000 Penalty: 21236.267578
Iteration 95Q: 34 clusters Score -5.037715e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 12252 members 
Mstep: Class 3 contains 9179 members 
Mstep: Class 4 contains 2496 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 9419 members 
Mstep: Class 7 contains 10279 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 595359 members 
Mstep: Class 10 contains 6946 members 
Mstep: Class 11 contains 20067 members 
Mstep: Class 12 contains 12130 members 
Mstep: Class 13 contains 1104 members 
Mstep: Class 14 contains 3566 members 
Mstep: Class 15 contains 8268 members 
Mstep: Class 16 contains 567036 members 
Mstep: Class 17 contains 11591 members 
Mstep: Class 18 contains 6949 members 
Mstep: Class 19 contains 3128 members 
Mstep: Class 20 contains 12128 members 
Mstep: Class 21 contains 7069 members 
Mstep: Class 22 contains 10145 members 
Mstep: Class 23 contains 1045 members 
Mstep: Class 24 contains 7166 members 
Mstep: Class 25 contains 21338 members 
Mstep: Class 26 contains 1484 members 
Mstep: Class 27 contains 12643 members 
Mstep: Class 28 contains 1079 members 
Mstep: Class 29 contains 3163 members 
Mstep: Class 30 contains 13036 members 
Mstep: Class 31 contains 6819 members 
Mstep: Class 32 contains 2954 members 
Mstep: Class 33 contains 1072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377084.000000 Penalty: 21236.267578
Iteration 96Q: 34 clusters Score -5.037708e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 12295 members 
Mstep: Class 3 contains 9142 members 
Mstep: Class 4 contains 2488 members 
Mstep: Class 5 contains 4835 members 
Mstep: Class 6 contains 9420 members 
Mstep: Class 7 contains 10288 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 595313 members 
Mstep: Class 10 contains 6949 members 
Mstep: Class 11 contains 20104 members 
Mstep: Class 12 contains 12144 members 
Mstep: Class 13 contains 1101 members 
Mstep: Class 14 contains 3564 members 
Mstep: Class 15 contains 8264 members 
Mstep: Class 16 contains 566919 members 
Mstep: Class 17 contains 11614 members 
Mstep: Class 18 contains 6956 members 
Mstep: Class 19 contains 3129 members 
Mstep: Class 20 contains 12115 members 
Mstep: Class 21 contains 7082 members 
Mstep: Class 22 contains 10145 members 
Mstep: Class 23 contains 1046 members 
Mstep: Class 24 contains 7146 members 
Mstep: Class 25 contains 21334 members 
Mstep: Class 26 contains 1488 members 
Mstep: Class 27 contains 12671 members 
Mstep: Class 28 contains 1089 members 
Mstep: Class 29 contains 3194 members 
Mstep: Class 30 contains 13055 members 
Mstep: Class 31 contains 6817 members 
Mstep: Class 32 contains 2946 members 
Mstep: Class 33 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377072.000000 Penalty: 21236.267578
Iteration 97Q: 34 clusters Score -5.037707e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12339 members 
Mstep: Class 3 contains 9122 members 
Mstep: Class 4 contains 2481 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 9423 members 
Mstep: Class 7 contains 10295 members 
Mstep: Class 8 contains 404 members 
Mstep: Class 9 contains 595254 members 
Mstep: Class 10 contains 6954 members 
Mstep: Class 11 contains 20137 members 
Mstep: Class 12 contains 12172 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 3562 members 
Mstep: Class 15 contains 8246 members 
Mstep: Class 16 contains 566805 members 
Mstep: Class 17 contains 11633 members 
Mstep: Class 18 contains 6963 members 
Mstep: Class 19 contains 3131 members 
Mstep: Class 20 contains 12114 members 
Mstep: Class 21 contains 7090 members 
Mstep: Class 22 contains 10144 members 
Mstep: Class 23 contains 1050 members 
Mstep: Class 24 contains 7126 members 
Mstep: Class 25 contains 21335 members 
Mstep: Class 26 contains 1494 members 
Mstep: Class 27 contains 12696 members 
Mstep: Class 28 contains 1097 members 
Mstep: Class 29 contains 3223 members 
Mstep: Class 30 contains 13071 members 
Mstep: Class 31 contains 6814 members 
Mstep: Class 32 contains 2940 members 
Mstep: Class 33 contains 1087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377208.000000 Penalty: 21236.267578
Iteration 98Q: 34 clusters Score -5.037721e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12385 members 
Mstep: Class 3 contains 9100 members 
Mstep: Class 4 contains 2475 members 
Mstep: Class 5 contains 4831 members 
Mstep: Class 6 contains 9425 members 
Mstep: Class 7 contains 10295 members 
Mstep: Class 8 contains 404 members 
Mstep: Class 9 contains 595207 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 20167 members 
Mstep: Class 12 contains 12188 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 3561 members 
Mstep: Class 15 contains 8237 members 
Mstep: Class 16 contains 566691 members 
Mstep: Class 17 contains 11649 members 
Mstep: Class 18 contains 6971 members 
Mstep: Class 19 contains 3134 members 
Mstep: Class 20 contains 12116 members 
Mstep: Class 21 contains 7089 members 
Mstep: Class 22 contains 10143 members 
Mstep: Class 23 contains 1059 members 
Mstep: Class 24 contains 7108 members 
Mstep: Class 25 contains 21334 members 
Mstep: Class 26 contains 1496 members 
Mstep: Class 27 contains 12719 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 3248 members 
Mstep: Class 30 contains 13090 members 
Mstep: Class 31 contains 6825 members 
Mstep: Class 32 contains 2936 members 
Mstep: Class 33 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377208.000000 Penalty: 21236.267578
Iteration 99Q: 34 clusters Score -5.037721e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 12422 members 
Mstep: Class 3 contains 9086 members 
Mstep: Class 4 contains 2468 members 
Mstep: Class 5 contains 4831 members 
Mstep: Class 6 contains 9425 members 
Mstep: Class 7 contains 10299 members 
Mstep: Class 8 contains 404 members 
Mstep: Class 9 contains 595169 members 
Mstep: Class 10 contains 6960 members 
Mstep: Class 11 contains 20188 members 
Mstep: Class 12 contains 12207 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 3561 members 
Mstep: Class 15 contains 8232 members 
Mstep: Class 16 contains 566600 members 
Mstep: Class 17 contains 11664 members 
Mstep: Class 18 contains 6983 members 
Mstep: Class 19 contains 3134 members 
Mstep: Class 20 contains 12111 members 
Mstep: Class 21 contains 7087 members 
Mstep: Class 22 contains 10142 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 7094 members 
Mstep: Class 25 contains 21334 members 
Mstep: Class 26 contains 1497 members 
Mstep: Class 27 contains 12740 members 
Mstep: Class 28 contains 1109 members 
Mstep: Class 29 contains 3270 members 
Mstep: Class 30 contains 13092 members 
Mstep: Class 31 contains 6831 members 
Mstep: Class 32 contains 2935 members 
Mstep: Class 33 contains 1096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377300.000000 Penalty: 21236.267578
Iteration 100F: 34 clusters Score -5.03773e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 12464 members 
Mstep: Class 3 contains 9074 members 
Mstep: Class 4 contains 2462 members 
Mstep: Class 5 contains 4750 members 
Mstep: Class 6 contains 9407 members 
Mstep: Class 7 contains 10305 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 595124 members 
Mstep: Class 10 contains 6955 members 
Mstep: Class 11 contains 20211 members 
Mstep: Class 12 contains 12219 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 3560 members 
Mstep: Class 15 contains 8222 members 
Mstep: Class 16 contains 566514 members 
Mstep: Class 17 contains 11684 members 
Mstep: Class 18 contains 6981 members 
Mstep: Class 19 contains 3135 members 
Mstep: Class 20 contains 12109 members 
Mstep: Class 21 contains 7087 members 
Mstep: Class 22 contains 10142 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 7079 members 
Mstep: Class 25 contains 21337 members 
Mstep: Class 26 contains 1498 members 
Mstep: Class 27 contains 12760 members 
Mstep: Class 28 contains 1109 members 
Mstep: Class 29 contains 3300 members 
Mstep: Class 30 contains 13089 members 
Mstep: Class 31 contains 6839 members 
Mstep: Class 32 contains 3017 members 
Mstep: Class 33 contains 1130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377344.000000 Penalty: 21236.267578
Iteration 101Q: 34 clusters Score -5.037734e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 12499 members 
Mstep: Class 3 contains 9062 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 4677 members 
Mstep: Class 6 contains 9381 members 
Mstep: Class 7 contains 10311 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 595075 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 20220 members 
Mstep: Class 12 contains 12226 members 
Mstep: Class 13 contains 1097 members 
Mstep: Class 14 contains 3559 members 
Mstep: Class 15 contains 8222 members 
Mstep: Class 16 contains 566436 members 
Mstep: Class 17 contains 11697 members 
Mstep: Class 18 contains 6999 members 
Mstep: Class 19 contains 3136 members 
Mstep: Class 20 contains 12111 members 
Mstep: Class 21 contains 7089 members 
Mstep: Class 22 contains 10139 members 
Mstep: Class 23 contains 1068 members 
Mstep: Class 24 contains 7067 members 
Mstep: Class 25 contains 21342 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 12773 members 
Mstep: Class 28 contains 1112 members 
Mstep: Class 29 contains 3341 members 
Mstep: Class 30 contains 13086 members 
Mstep: Class 31 contains 6849 members 
Mstep: Class 32 contains 3083 members 
Mstep: Class 33 contains 1159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377448.000000 Penalty: 21236.267578
Iteration 102Q: 34 clusters Score -5.037745e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 12530 members 
Mstep: Class 3 contains 9051 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 4627 members 
Mstep: Class 6 contains 9348 members 
Mstep: Class 7 contains 10318 members 
Mstep: Class 8 contains 426 members 
Mstep: Class 9 contains 595026 members 
Mstep: Class 10 contains 6941 members 
Mstep: Class 11 contains 20236 members 
Mstep: Class 12 contains 12232 members 
Mstep: Class 13 contains 1095 members 
Mstep: Class 14 contains 3556 members 
Mstep: Class 15 contains 8224 members 
Mstep: Class 16 contains 566357 members 
Mstep: Class 17 contains 11705 members 
Mstep: Class 18 contains 7025 members 
Mstep: Class 19 contains 3133 members 
Mstep: Class 20 contains 12107 members 
Mstep: Class 21 contains 7092 members 
Mstep: Class 22 contains 10139 members 
Mstep: Class 23 contains 1067 members 
Mstep: Class 24 contains 7054 members 
Mstep: Class 25 contains 21353 members 
Mstep: Class 26 contains 1506 members 
Mstep: Class 27 contains 12780 members 
Mstep: Class 28 contains 1118 members 
Mstep: Class 29 contains 3378 members 
Mstep: Class 30 contains 13086 members 
Mstep: Class 31 contains 6862 members 
Mstep: Class 32 contains 3138 members 
Mstep: Class 33 contains 1193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377464.000000 Penalty: 21236.267578
Iteration 103Q: 34 clusters Score -5.037746e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 12562 members 
Mstep: Class 3 contains 9042 members 
Mstep: Class 4 contains 2430 members 
Mstep: Class 5 contains 4591 members 
Mstep: Class 6 contains 9330 members 
Mstep: Class 7 contains 10325 members 
Mstep: Class 8 contains 426 members 
Mstep: Class 9 contains 594979 members 
Mstep: Class 10 contains 6933 members 
Mstep: Class 11 contains 20250 members 
Mstep: Class 12 contains 12240 members 
Mstep: Class 13 contains 1093 members 
Mstep: Class 14 contains 3553 members 
Mstep: Class 15 contains 8220 members 
Mstep: Class 16 contains 566282 members 
Mstep: Class 17 contains 11712 members 
Mstep: Class 18 contains 7037 members 
Mstep: Class 19 contains 3132 members 
Mstep: Class 20 contains 12103 members 
Mstep: Class 21 contains 7096 members 
Mstep: Class 22 contains 10138 members 
Mstep: Class 23 contains 1067 members 
Mstep: Class 24 contains 7044 members 
Mstep: Class 25 contains 21360 members 
Mstep: Class 26 contains 1507 members 
Mstep: Class 27 contains 12794 members 
Mstep: Class 28 contains 1124 members 
Mstep: Class 29 contains 3403 members 
Mstep: Class 30 contains 13092 members 
Mstep: Class 31 contains 6871 members 
Mstep: Class 32 contains 3175 members 
Mstep: Class 33 contains 1230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377428.000000 Penalty: 21236.267578
Iteration 104Q: 34 clusters Score -5.037743e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12584 members 
Mstep: Class 3 contains 9030 members 
Mstep: Class 4 contains 2423 members 
Mstep: Class 5 contains 4554 members 
Mstep: Class 6 contains 9328 members 
Mstep: Class 7 contains 10332 members 
Mstep: Class 8 contains 426 members 
Mstep: Class 9 contains 594932 members 
Mstep: Class 10 contains 6927 members 
Mstep: Class 11 contains 20261 members 
Mstep: Class 12 contains 12246 members 
Mstep: Class 13 contains 1092 members 
Mstep: Class 14 contains 3548 members 
Mstep: Class 15 contains 8222 members 
Mstep: Class 16 contains 566218 members 
Mstep: Class 17 contains 11720 members 
Mstep: Class 18 contains 7052 members 
Mstep: Class 19 contains 3129 members 
Mstep: Class 20 contains 12103 members 
Mstep: Class 21 contains 7098 members 
Mstep: Class 22 contains 10142 members 
Mstep: Class 23 contains 1068 members 
Mstep: Class 24 contains 7041 members 
Mstep: Class 25 contains 21371 members 
Mstep: Class 26 contains 1510 members 
Mstep: Class 27 contains 12805 members 
Mstep: Class 28 contains 1125 members 
Mstep: Class 29 contains 3418 members 
Mstep: Class 30 contains 13097 members 
Mstep: Class 31 contains 6873 members 
Mstep: Class 32 contains 3201 members 
Mstep: Class 33 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377444.000000 Penalty: 21236.267578
Iteration 105Q: 34 clusters Score -5.037744e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12606 members 
Mstep: Class 3 contains 9021 members 
Mstep: Class 4 contains 2421 members 
Mstep: Class 5 contains 4528 members 
Mstep: Class 6 contains 9325 members 
Mstep: Class 7 contains 10337 members 
Mstep: Class 8 contains 427 members 
Mstep: Class 9 contains 594894 members 
Mstep: Class 10 contains 6921 members 
Mstep: Class 11 contains 20263 members 
Mstep: Class 12 contains 12243 members 
Mstep: Class 13 contains 1092 members 
Mstep: Class 14 contains 3545 members 
Mstep: Class 15 contains 8224 members 
Mstep: Class 16 contains 566191 members 
Mstep: Class 17 contains 11725 members 
Mstep: Class 18 contains 7062 members 
Mstep: Class 19 contains 3128 members 
Mstep: Class 20 contains 12098 members 
Mstep: Class 21 contains 7101 members 
Mstep: Class 22 contains 10141 members 
Mstep: Class 23 contains 1071 members 
Mstep: Class 24 contains 7038 members 
Mstep: Class 25 contains 21373 members 
Mstep: Class 26 contains 1512 members 
Mstep: Class 27 contains 12805 members 
Mstep: Class 28 contains 1126 members 
Mstep: Class 29 contains 3433 members 
Mstep: Class 30 contains 13104 members 
Mstep: Class 31 contains 6874 members 
Mstep: Class 32 contains 3218 members 
Mstep: Class 33 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377444.000000 Penalty: 21236.267578
Iteration 106Q: 34 clusters Score -5.037744e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 12625 members 
Mstep: Class 3 contains 9014 members 
Mstep: Class 4 contains 2417 members 
Mstep: Class 5 contains 4507 members 
Mstep: Class 6 contains 9325 members 
Mstep: Class 7 contains 10341 members 
Mstep: Class 8 contains 426 members 
Mstep: Class 9 contains 594839 members 
Mstep: Class 10 contains 6913 members 
Mstep: Class 11 contains 20266 members 
Mstep: Class 12 contains 12252 members 
Mstep: Class 13 contains 1092 members 
Mstep: Class 14 contains 3545 members 
Mstep: Class 15 contains 8219 members 
Mstep: Class 16 contains 566148 members 
Mstep: Class 17 contains 11732 members 
Mstep: Class 18 contains 7075 members 
Mstep: Class 19 contains 3129 members 
Mstep: Class 20 contains 12086 members 
Mstep: Class 21 contains 7106 members 
Mstep: Class 22 contains 10143 members 
Mstep: Class 23 contains 1072 members 
Mstep: Class 24 contains 7035 members 
Mstep: Class 25 contains 21373 members 
Mstep: Class 26 contains 1511 members 
Mstep: Class 27 contains 12819 members 
Mstep: Class 28 contains 1127 members 
Mstep: Class 29 contains 3438 members 
Mstep: Class 30 contains 13117 members 
Mstep: Class 31 contains 6895 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 1315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377484.000000 Penalty: 21236.267578
Iteration 107Q: 34 clusters Score -5.037748e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12640 members 
Mstep: Class 3 contains 9005 members 
Mstep: Class 4 contains 2407 members 
Mstep: Class 5 contains 4490 members 
Mstep: Class 6 contains 9320 members 
Mstep: Class 7 contains 10347 members 
Mstep: Class 8 contains 425 members 
Mstep: Class 9 contains 594803 members 
Mstep: Class 10 contains 6908 members 
Mstep: Class 11 contains 20272 members 
Mstep: Class 12 contains 12262 members 
Mstep: Class 13 contains 1092 members 
Mstep: Class 14 contains 3544 members 
Mstep: Class 15 contains 8216 members 
Mstep: Class 16 contains 566098 members 
Mstep: Class 17 contains 11745 members 
Mstep: Class 18 contains 7086 members 
Mstep: Class 19 contains 3132 members 
Mstep: Class 20 contains 12074 members 
Mstep: Class 21 contains 7105 members 
Mstep: Class 22 contains 10144 members 
Mstep: Class 23 contains 1075 members 
Mstep: Class 24 contains 7040 members 
Mstep: Class 25 contains 21373 members 
Mstep: Class 26 contains 1510 members 
Mstep: Class 27 contains 12830 members 
Mstep: Class 28 contains 1128 members 
Mstep: Class 29 contains 3452 members 
Mstep: Class 30 contains 13123 members 
Mstep: Class 31 contains 6899 members 
Mstep: Class 32 contains 3261 members 
Mstep: Class 33 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 34 clusters Score -5.03775e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 12653 members 
Mstep: Class 3 contains 8991 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 4469 members 
Mstep: Class 6 contains 9322 members 
Mstep: Class 7 contains 10355 members 
Mstep: Class 8 contains 424 members 
Mstep: Class 9 contains 594765 members 
Mstep: Class 10 contains 6905 members 
Mstep: Class 11 contains 20282 members 
Mstep: Class 12 contains 12269 members 
Mstep: Class 13 contains 1093 members 
Mstep: Class 14 contains 3544 members 
Mstep: Class 15 contains 8217 members 
Mstep: Class 16 contains 566053 members 
Mstep: Class 17 contains 11763 members 
Mstep: Class 18 contains 7095 members 
Mstep: Class 19 contains 3131 members 
Mstep: Class 20 contains 12066 members 
Mstep: Class 21 contains 7100 members 
Mstep: Class 22 contains 10144 members 
Mstep: Class 23 contains 1079 members 
Mstep: Class 24 contains 7040 members 
Mstep: Class 25 contains 21375 members 
Mstep: Class 26 contains 1509 members 
Mstep: Class 27 contains 12848 members 
Mstep: Class 28 contains 1129 members 
Mstep: Class 29 contains 3462 members 
Mstep: Class 30 contains 13127 members 
Mstep: Class 31 contains 6895 members 
Mstep: Class 32 contains 3282 members 
Mstep: Class 33 contains 1345 members 
Entering Unmasked Estep 
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Iteration 109Q: 34 clusters Score -5.037767e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 12663 members 
Mstep: Class 3 contains 8980 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 4443 members 
Mstep: Class 6 contains 9320 members 
Mstep: Class 7 contains 10360 members 
Mstep: Class 8 contains 425 members 
Mstep: Class 9 contains 594721 members 
Mstep: Class 10 contains 6903 members 
Mstep: Class 11 contains 20295 members 
Mstep: Class 12 contains 12273 members 
Mstep: Class 13 contains 1094 members 
Mstep: Class 14 contains 3544 members 
Mstep: Class 15 contains 8217 members 
Mstep: Class 16 contains 566019 members 
Mstep: Class 17 contains 11782 members 
Mstep: Class 18 contains 7107 members 
Mstep: Class 19 contains 3131 members 
Mstep: Class 20 contains 12063 members 
Mstep: Class 21 contains 7096 members 
Mstep: Class 22 contains 10144 members 
Mstep: Class 23 contains 1082 members 
Mstep: Class 24 contains 7040 members 
Mstep: Class 25 contains 21377 members 
Mstep: Class 26 contains 1509 members 
Mstep: Class 27 contains 12855 members 
Mstep: Class 28 contains 1130 members 
Mstep: Class 29 contains 3470 members 
Mstep: Class 30 contains 13132 members 
Mstep: Class 31 contains 6896 members 
Mstep: Class 32 contains 3309 members 
Mstep: Class 33 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 110Q: 34 clusters Score -5.037767e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 12671 members 
Mstep: Class 3 contains 8971 members 
Mstep: Class 4 contains 2392 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 9325 members 
Mstep: Class 7 contains 10364 members 
Mstep: Class 8 contains 425 members 
Mstep: Class 9 contains 594684 members 
Mstep: Class 10 contains 6899 members 
Mstep: Class 11 contains 20308 members 
Mstep: Class 12 contains 12276 members 
Mstep: Class 13 contains 1096 members 
Mstep: Class 14 contains 3545 members 
Mstep: Class 15 contains 8219 members 
Mstep: Class 16 contains 565989 members 
Mstep: Class 17 contains 11796 members 
Mstep: Class 18 contains 7115 members 
Mstep: Class 19 contains 3132 members 
Mstep: Class 20 contains 12053 members 
Mstep: Class 21 contains 7103 members 
Mstep: Class 22 contains 10145 members 
Mstep: Class 23 contains 1082 members 
Mstep: Class 24 contains 7040 members 
Mstep: Class 25 contains 21379 members 
Mstep: Class 26 contains 1517 members 
Mstep: Class 27 contains 12863 members 
Mstep: Class 28 contains 1127 members 
Mstep: Class 29 contains 3477 members 
Mstep: Class 30 contains 13130 members 
Mstep: Class 31 contains 6902 members 
Mstep: Class 32 contains 3318 members 
Mstep: Class 33 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377696.000000 Penalty: 21236.267578
Iteration 111Q: 34 clusters Score -5.03777e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 12681 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2388 members 
Mstep: Class 5 contains 4415 members 
Mstep: Class 6 contains 9324 members 
Mstep: Class 7 contains 10366 members 
Mstep: Class 8 contains 426 members 
Mstep: Class 9 contains 594669 members 
Mstep: Class 10 contains 6900 members 
Mstep: Class 11 contains 20314 members 
Mstep: Class 12 contains 12284 members 
Mstep: Class 13 contains 1097 members 
Mstep: Class 14 contains 3545 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 565960 members 
Mstep: Class 17 contains 11810 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 3135 members 
Mstep: Class 20 contains 12045 members 
Mstep: Class 21 contains 7108 members 
Mstep: Class 22 contains 10146 members 
Mstep: Class 23 contains 1083 members 
Mstep: Class 24 contains 7039 members 
Mstep: Class 25 contains 21382 members 
Mstep: Class 26 contains 1521 members 
Mstep: Class 27 contains 12869 members 
Mstep: Class 28 contains 1124 members 
Mstep: Class 29 contains 3478 members 
Mstep: Class 30 contains 13120 members 
Mstep: Class 31 contains 6902 members 
Mstep: Class 32 contains 3325 members 
Mstep: Class 33 contains 1370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377784.000000 Penalty: 21236.267578
Iteration 112Q: 34 clusters Score -5.037778e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 12688 members 
Mstep: Class 3 contains 8948 members 
Mstep: Class 4 contains 2386 members 
Mstep: Class 5 contains 4405 members 
Mstep: Class 6 contains 9324 members 
Mstep: Class 7 contains 10369 members 
Mstep: Class 8 contains 426 members 
Mstep: Class 9 contains 594655 members 
Mstep: Class 10 contains 6902 members 
Mstep: Class 11 contains 20321 members 
Mstep: Class 12 contains 12289 members 
Mstep: Class 13 contains 1097 members 
Mstep: Class 14 contains 3544 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 565948 members 
Mstep: Class 17 contains 11824 members 
Mstep: Class 18 contains 7120 members 
Mstep: Class 19 contains 3136 members 
Mstep: Class 20 contains 12046 members 
Mstep: Class 21 contains 7111 members 
Mstep: Class 22 contains 10147 members 
Mstep: Class 23 contains 1083 members 
Mstep: Class 24 contains 7037 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 1523 members 
Mstep: Class 27 contains 12872 members 
Mstep: Class 28 contains 1122 members 
Mstep: Class 29 contains 3477 members 
Mstep: Class 30 contains 13116 members 
Mstep: Class 31 contains 6900 members 
Mstep: Class 32 contains 3324 members 
Mstep: Class 33 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377732.000000 Penalty: 21236.267578
Iteration 113Q: 34 clusters Score -5.037773e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 12692 members 
Mstep: Class 3 contains 8933 members 
Mstep: Class 4 contains 2388 members 
Mstep: Class 5 contains 4396 members 
Mstep: Class 6 contains 9327 members 
Mstep: Class 7 contains 10376 members 
Mstep: Class 8 contains 427 members 
Mstep: Class 9 contains 594653 members 
Mstep: Class 10 contains 6899 members 
Mstep: Class 11 contains 20325 members 
Mstep: Class 12 contains 12286 members 
Mstep: Class 13 contains 1097 members 
Mstep: Class 14 contains 3543 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 565936 members 
Mstep: Class 17 contains 11838 members 
Mstep: Class 18 contains 7124 members 
Mstep: Class 19 contains 3135 members 
Mstep: Class 20 contains 12043 members 
Mstep: Class 21 contains 7114 members 
Mstep: Class 22 contains 10148 members 
Mstep: Class 23 contains 1087 members 
Mstep: Class 24 contains 7035 members 
Mstep: Class 25 contains 21391 members 
Mstep: Class 26 contains 1518 members 
Mstep: Class 27 contains 12873 members 
Mstep: Class 28 contains 1119 members 
Mstep: Class 29 contains 3477 members 
Mstep: Class 30 contains 13113 members 
Mstep: Class 31 contains 6894 members 
Mstep: Class 32 contains 3326 members 
Mstep: Class 33 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377800.000000 Penalty: 21236.267578
Iteration 114Q: 34 clusters Score -5.03778e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 12698 members 
Mstep: Class 3 contains 8917 members 
Mstep: Class 4 contains 2387 members 
Mstep: Class 5 contains 4391 members 
Mstep: Class 6 contains 9329 members 
Mstep: Class 7 contains 10386 members 
Mstep: Class 8 contains 428 members 
Mstep: Class 9 contains 594637 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 20333 members 
Mstep: Class 12 contains 12285 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 3543 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 565917 members 
Mstep: Class 17 contains 11850 members 
Mstep: Class 18 contains 7127 members 
Mstep: Class 19 contains 3135 members 
Mstep: Class 20 contains 12043 members 
Mstep: Class 21 contains 7124 members 
Mstep: Class 22 contains 10148 members 
Mstep: Class 23 contains 1088 members 
Mstep: Class 24 contains 7037 members 
Mstep: Class 25 contains 21394 members 
Mstep: Class 26 contains 1512 members 
Mstep: Class 27 contains 12871 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3480 members 
Mstep: Class 30 contains 13112 members 
Mstep: Class 31 contains 6893 members 
Mstep: Class 32 contains 3323 members 
Mstep: Class 33 contains 1398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377768.000000 Penalty: 21236.267578
Iteration 115Q: 34 clusters Score -5.037777e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 12704 members 
Mstep: Class 3 contains 8911 members 
Mstep: Class 4 contains 2387 members 
Mstep: Class 5 contains 4383 members 
Mstep: Class 6 contains 9329 members 
Mstep: Class 7 contains 10391 members 
Mstep: Class 8 contains 428 members 
Mstep: Class 9 contains 594616 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 20332 members 
Mstep: Class 12 contains 12280 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 3543 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 565911 members 
Mstep: Class 17 contains 11853 members 
Mstep: Class 18 contains 7131 members 
Mstep: Class 19 contains 3136 members 
Mstep: Class 20 contains 12048 members 
Mstep: Class 21 contains 7128 members 
Mstep: Class 22 contains 10148 members 
Mstep: Class 23 contains 1092 members 
Mstep: Class 24 contains 7040 members 
Mstep: Class 25 contains 21393 members 
Mstep: Class 26 contains 1509 members 
Mstep: Class 27 contains 12872 members 
Mstep: Class 28 contains 1111 members 
Mstep: Class 29 contains 3483 members 
Mstep: Class 30 contains 13111 members 
Mstep: Class 31 contains 6892 members 
Mstep: Class 32 contains 3323 members 
Mstep: Class 33 contains 1411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377784.000000 Penalty: 21236.267578
Iteration 116Q: 34 clusters Score -5.037778e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 12711 members 
Mstep: Class 3 contains 8907 members 
Mstep: Class 4 contains 2387 members 
Mstep: Class 5 contains 4381 members 
Mstep: Class 6 contains 9335 members 
Mstep: Class 7 contains 10395 members 
Mstep: Class 8 contains 427 members 
Mstep: Class 9 contains 594589 members 
Mstep: Class 10 contains 6893 members 
Mstep: Class 11 contains 20332 members 
Mstep: Class 12 contains 12283 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 3543 members 
Mstep: Class 15 contains 8228 members 
Mstep: Class 16 contains 565898 members 
Mstep: Class 17 contains 11855 members 
Mstep: Class 18 contains 7133 members 
Mstep: Class 19 contains 3138 members 
Mstep: Class 20 contains 12050 members 
Mstep: Class 21 contains 7134 members 
Mstep: Class 22 contains 10152 members 
Mstep: Class 23 contains 1093 members 
Mstep: Class 24 contains 7040 members 
Mstep: Class 25 contains 21392 members 
Mstep: Class 26 contains 1506 members 
Mstep: Class 27 contains 12874 members 
Mstep: Class 28 contains 1111 members 
Mstep: Class 29 contains 3483 members 
Mstep: Class 30 contains 13111 members 
Mstep: Class 31 contains 6887 members 
Mstep: Class 32 contains 3323 members 
Mstep: Class 33 contains 1419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377780.000000 Penalty: 21236.267578
Iteration 117Q: 34 clusters Score -5.037778e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 12715 members 
Mstep: Class 3 contains 8897 members 
Mstep: Class 4 contains 2386 members 
Mstep: Class 5 contains 4374 members 
Mstep: Class 6 contains 9345 members 
Mstep: Class 7 contains 10399 members 
Mstep: Class 8 contains 428 members 
Mstep: Class 9 contains 594559 members 
Mstep: Class 10 contains 6893 members 
Mstep: Class 11 contains 20335 members 
Mstep: Class 12 contains 12280 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 3544 members 
Mstep: Class 15 contains 8228 members 
Mstep: Class 16 contains 565892 members 
Mstep: Class 17 contains 11860 members 
Mstep: Class 18 contains 7135 members 
Mstep: Class 19 contains 3139 members 
Mstep: Class 20 contains 12058 members 
Mstep: Class 21 contains 7135 members 
Mstep: Class 22 contains 10154 members 
Mstep: Class 23 contains 1094 members 
Mstep: Class 24 contains 7037 members 
Mstep: Class 25 contains 21392 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 12877 members 
Mstep: Class 28 contains 1110 members 
Mstep: Class 29 contains 3483 members 
Mstep: Class 30 contains 13112 members 
Mstep: Class 31 contains 6882 members 
Mstep: Class 32 contains 3329 members 
Mstep: Class 33 contains 1431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377752.000000 Penalty: 21236.267578
Iteration 118Q: 34 clusters Score -5.037775e+07 nChanged 169
Entering ConstructFrom: 
Score: -50377752.000000 Penalty: 21236.267578
Entering ConstructFrom: 
Trying to split cluster 1 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -57940.304688 Penalty: 342.685638
	Iteration 0F: 2 clusters Score -57940.3 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 937 members 
Entering Unmasked Estep 
Score: -56588.527344 Penalty: 685.371277
	Iteration 0F: 3 clusters Score -56588.53 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -57086.363281 Penalty: 685.371277
	Iteration 1F: 3 clusters Score -57086.36 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -57243.894531 Penalty: 685.371277
	Iteration 2F: 3 clusters Score -57243.89 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -57353.683594 Penalty: 685.371277
	Iteration 3F: 3 clusters Score -57353.68 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -57473.792969 Penalty: 685.371277
	Iteration 4F: 3 clusters Score -57473.79 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -57569.003906 Penalty: 685.371277
	Iteration 5F: 3 clusters Score -57569 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -57610.394531 Penalty: 685.371277
	Iteration 6Q: 3 clusters Score -57610.39 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -57635.152344 Penalty: 685.371277
	Iteration 7Q: 3 clusters Score -57635.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -57645.109375 Penalty: 685.371277
	Iteration 8Q: 3 clusters Score -57645.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -57651.316406 Penalty: 685.371277
	Iteration 9Q: 3 clusters Score -57651.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -57658.902344 Penalty: 685.371277
	Iteration 10Q: 3 clusters Score -57658.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -57663.218750 Penalty: 685.371277
	Iteration 11Q: 3 clusters Score -57663.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -57667.890625 Penalty: 685.371277
	Iteration 12Q: 3 clusters Score -57667.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -57671.953125 Penalty: 685.371277
	Iteration 13Q: 3 clusters Score -57671.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -57673.925781 Penalty: 685.371277
	Iteration 14Q: 3 clusters Score -57673.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -57675.406250 Penalty: 685.371277
	Iteration 15Q: 3 clusters Score -57675.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -57676.578125 Penalty: 685.371277
	Iteration 16Q: 3 clusters Score -57676.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -57677.000000 Penalty: 685.371277
	Iteration 17Q: 3 clusters Score -57677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -57677.550781 Penalty: 685.371277
	Iteration 18Q: 3 clusters Score -57677.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -57677.585938 Penalty: 685.371277
	Iteration 19Q: 3 clusters Score -57677.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -57677.585938 Penalty: 685.371277
	Iteration 20F: 3 clusters Score -57677.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Entering Unmasked Estep 
Score: -471847.093750 Penalty: 430.017334
	Iteration 0F: 2 clusters Score -471847.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -463348.906250 Penalty: 860.034668
	Iteration 0F: 3 clusters Score -463348.9 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -466832.062500 Penalty: 860.034668
	Iteration 1F: 3 clusters Score -466832.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -467103.000000 Penalty: 860.034668
	Iteration 2Q: 3 clusters Score -467103 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -467480.531250 Penalty: 860.034668
	Iteration 3F: 3 clusters Score -467480.5 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -467993.250000 Penalty: 860.034668
	Iteration 4F: 3 clusters Score -467993.2 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -468675.156250 Penalty: 860.034668
	Iteration 5F: 3 clusters Score -468675.2 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -469453.406250 Penalty: 860.034668
	Iteration 6F: 3 clusters Score -469453.4 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -470039.093750 Penalty: 860.034668
	Iteration 7F: 3 clusters Score -470039.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -470365.906250 Penalty: 860.034668
	Iteration 8Q: 3 clusters Score -470365.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -470551.718750 Penalty: 860.034668
	Iteration 9Q: 3 clusters Score -470551.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -470727.781250 Penalty: 860.034668
	Iteration 10Q: 3 clusters Score -470727.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -470899.093750 Penalty: 860.034668
	Iteration 11Q: 3 clusters Score -470899.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -471060.093750 Penalty: 860.034668
	Iteration 12Q: 3 clusters Score -471060.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -471191.218750 Penalty: 860.034668
	Iteration 13Q: 3 clusters Score -471191.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -471292.156250 Penalty: 860.034668
	Iteration 14Q: 3 clusters Score -471292.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -471354.281250 Penalty: 860.034668
	Iteration 15Q: 3 clusters Score -471354.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -471397.843750 Penalty: 860.034668
	Iteration 16Q: 3 clusters Score -471397.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -471431.187500 Penalty: 860.034668
	Iteration 17Q: 3 clusters Score -471431.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -471451.625000 Penalty: 860.034668
	Iteration 18Q: 3 clusters Score -471451.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -471468.750000 Penalty: 860.034668
	Iteration 19Q: 3 clusters Score -471468.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -471483.125000 Penalty: 860.034668
	Iteration 20F: 3 clusters Score -471483.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -471493.625000 Penalty: 860.034668
	Iteration 21Q: 3 clusters Score -471493.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -471508.093750 Penalty: 860.034668
	Iteration 22Q: 3 clusters Score -471508.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -471523.250000 Penalty: 860.034668
	Iteration 23Q: 3 clusters Score -471523.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -471532.500000 Penalty: 860.034668
	Iteration 24Q: 3 clusters Score -471532.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -471542.250000 Penalty: 860.034668
	Iteration 25Q: 3 clusters Score -471542.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -471551.125000 Penalty: 860.034668
	Iteration 26Q: 3 clusters Score -471551.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -471557.468750 Penalty: 860.034668
	Iteration 27Q: 3 clusters Score -471557.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -471564.343750 Penalty: 860.034668
	Iteration 28Q: 3 clusters Score -471564.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -471568.156250 Penalty: 860.034668
	Iteration 29Q: 3 clusters Score -471568.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -471573.593750 Penalty: 860.034668
	Iteration 30Q: 3 clusters Score -471573.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -471583.156250 Penalty: 860.034668
	Iteration 31Q: 3 clusters Score -471583.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -471592.875000 Penalty: 860.034668
	Iteration 32Q: 3 clusters Score -471592.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -471602.750000 Penalty: 860.034668
	Iteration 33Q: 3 clusters Score -471602.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -471613.312500 Penalty: 860.034668
	Iteration 34Q: 3 clusters Score -471613.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -471616.468750 Penalty: 860.034668
	Iteration 35Q: 3 clusters Score -471616.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -471620.593750 Penalty: 860.034668
	Iteration 36Q: 3 clusters Score -471620.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -471624.750000 Penalty: 860.034668
	Iteration 37Q: 3 clusters Score -471624.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -471632.625000 Penalty: 860.034668
	Iteration 38Q: 3 clusters Score -471632.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -471637.156250 Penalty: 860.034668
	Iteration 39Q: 3 clusters Score -471637.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -471640.687500 Penalty: 860.034668
	Iteration 40F: 3 clusters Score -471640.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -471644.156250 Penalty: 860.034668
	Iteration 41Q: 3 clusters Score -471644.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -471645.125000 Penalty: 860.034668
	Iteration 42Q: 3 clusters Score -471645.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -471644.218750 Penalty: 860.034668
	Iteration 43Q: 3 clusters Score -471644.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -471645.656250 Penalty: 860.034668
	Iteration 44Q: 3 clusters Score -471645.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -471646.156250 Penalty: 860.034668
	Iteration 45Q: 3 clusters Score -471646.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -471646.375000 Penalty: 860.034668
	Iteration 46Q: 3 clusters Score -471646.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -471646.562500 Penalty: 860.034668
	Iteration 47Q: 3 clusters Score -471646.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -471646.187500 Penalty: 860.034668
	Iteration 48Q: 3 clusters Score -471646.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -471646.437500 Penalty: 860.034668
	Iteration 49Q: 3 clusters Score -471646.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -471646.968750 Penalty: 860.034668
	Iteration 50Q: 3 clusters Score -471647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -471646.968750 Penalty: 860.034668
	Iteration 51F: 3 clusters Score -471647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Entering Unmasked Estep 
Score: -322851.625000 Penalty: 413.706818
	Iteration 0F: 2 clusters Score -322851.6 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 4442 members 
Entering Unmasked Estep 
Score: -316946.750000 Penalty: 827.413635
	Iteration 0F: 3 clusters Score -316946.8 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -319399.718750 Penalty: 827.413635
	Iteration 1F: 3 clusters Score -319399.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -319838.906250 Penalty: 827.413635
	Iteration 2F: 3 clusters Score -319838.9 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -320371.968750 Penalty: 827.413635
	Iteration 3F: 3 clusters Score -320372 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -320919.187500 Penalty: 827.413635
	Iteration 4F: 3 clusters Score -320919.2 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -321396.875000 Penalty: 827.413635
	Iteration 5F: 3 clusters Score -321396.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -321751.375000 Penalty: 827.413635
	Iteration 6F: 3 clusters Score -321751.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -322016.812500 Penalty: 827.413635
	Iteration 7Q: 3 clusters Score -322016.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -322224.843750 Penalty: 827.413635
	Iteration 8Q: 3 clusters Score -322224.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -322355.437500 Penalty: 827.413635
	Iteration 9Q: 3 clusters Score -322355.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -322450.937500 Penalty: 827.413635
	Iteration 10Q: 3 clusters Score -322450.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -322530.000000 Penalty: 827.413635
	Iteration 11Q: 3 clusters Score -322530 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -322596.687500 Penalty: 827.413635
	Iteration 12Q: 3 clusters Score -322596.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -322648.406250 Penalty: 827.413635
	Iteration 13Q: 3 clusters Score -322648.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -322697.312500 Penalty: 827.413635
	Iteration 14Q: 3 clusters Score -322697.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -322740.687500 Penalty: 827.413635
	Iteration 15Q: 3 clusters Score -322740.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -322769.781250 Penalty: 827.413635
	Iteration 16Q: 3 clusters Score -322769.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -322793.812500 Penalty: 827.413635
	Iteration 17Q: 3 clusters Score -322793.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -322810.093750 Penalty: 827.413635
	Iteration 18Q: 3 clusters Score -322810.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -322822.343750 Penalty: 827.413635
	Iteration 19Q: 3 clusters Score -322822.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -322831.312500 Penalty: 827.413635
	Iteration 20F: 3 clusters Score -322831.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -322840.656250 Penalty: 827.413635
	Iteration 21Q: 3 clusters Score -322840.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -322847.375000 Penalty: 827.413635
	Iteration 22Q: 3 clusters Score -322847.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -322854.125000 Penalty: 827.413635
	Iteration 23Q: 3 clusters Score -322854.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -322858.625000 Penalty: 827.413635
	Iteration 24Q: 3 clusters Score -322858.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -322860.687500 Penalty: 827.413635
	Iteration 25Q: 3 clusters Score -322860.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -322864.843750 Penalty: 827.413635
	Iteration 26Q: 3 clusters Score -322864.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -322868.093750 Penalty: 827.413635
	Iteration 27Q: 3 clusters Score -322868.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -322870.593750 Penalty: 827.413635
	Iteration 28Q: 3 clusters Score -322870.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -322872.468750 Penalty: 827.413635
	Iteration 29Q: 3 clusters Score -322872.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -322875.250000 Penalty: 827.413635
	Iteration 30Q: 3 clusters Score -322875.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -322877.000000 Penalty: 827.413635
	Iteration 31Q: 3 clusters Score -322877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -322879.562500 Penalty: 827.413635
	Iteration 32Q: 3 clusters Score -322879.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -322879.531250 Penalty: 827.413635
	Iteration 33Q: 3 clusters Score -322879.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -322880.156250 Penalty: 827.413635
	Iteration 34Q: 3 clusters Score -322880.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -322880.437500 Penalty: 827.413635
	Iteration 35Q: 3 clusters Score -322880.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -322881.781250 Penalty: 827.413635
	Iteration 36Q: 3 clusters Score -322881.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -322881.843750 Penalty: 827.413635
	Iteration 37Q: 3 clusters Score -322881.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -322882.687500 Penalty: 827.413635
	Iteration 38Q: 3 clusters Score -322882.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -322882.625000 Penalty: 827.413635
	Iteration 39Q: 3 clusters Score -322882.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -322882.625000 Penalty: 827.413635
	Iteration 40F: 3 clusters Score -322882.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 12720 members 
Mstep: Class 3 contains 1163 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 4369 members 
Mstep: Class 6 contains 9363 members 
Mstep: Class 7 contains 10402 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 594530 members 
Mstep: Class 10 contains 6893 members 
Mstep: Class 11 contains 20342 members 
Mstep: Class 12 contains 12279 members 
Mstep: Class 13 contains 1101 members 
Mstep: Class 14 contains 3543 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 565880 members 
Mstep: Class 17 contains 11862 members 
Mstep: Class 18 contains 7136 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 7135 members 
Mstep: Class 22 contains 10155 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 21395 members 
Mstep: Class 26 contains 1502 members 
Mstep: Class 27 contains 12882 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 3484 members 
Mstep: Class 30 contains 13111 members 
Mstep: Class 31 contains 6878 members 
Mstep: Class 32 contains 3330 members 
Mstep: Class 33 contains 1442 members 
Mstep: Class 34 contains 7725 members 
Entering Unmasked Estep 
Score: -50377624.000000 Penalty: 21879.791016
Splitting cluster 3 changes total score from -50377752.000000 to -50377624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (2385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Entering Unmasked Estep 
Score: -84479.125000 Penalty: 353.851410
	Iteration 0F: 2 clusters Score -84479.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -82788.960938 Penalty: 707.702820
	Iteration 0F: 3 clusters Score -82788.96 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -83489.304688 Penalty: 707.702820
	Iteration 1F: 3 clusters Score -83489.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -83596.445312 Penalty: 707.702820
	Iteration 2F: 3 clusters Score -83596.45 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -83667.757812 Penalty: 707.702820
	Iteration 3F: 3 clusters Score -83667.76 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -83731.453125 Penalty: 707.702820
	Iteration 4Q: 3 clusters Score -83731.45 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -83803.859375 Penalty: 707.702820
	Iteration 5Q: 3 clusters Score -83803.86 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -83884.265625 Penalty: 707.702820
	Iteration 6Q: 3 clusters Score -83884.27 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -83962.296875 Penalty: 707.702820
	Iteration 7Q: 3 clusters Score -83962.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -84032.195312 Penalty: 707.702820
	Iteration 8Q: 3 clusters Score -84032.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -84093.289062 Penalty: 707.702820
	Iteration 9Q: 3 clusters Score -84093.29 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -84137.281250 Penalty: 707.702820
	Iteration 10Q: 3 clusters Score -84137.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -84164.375000 Penalty: 707.702820
	Iteration 11Q: 3 clusters Score -84164.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -84178.664062 Penalty: 707.702820
	Iteration 12Q: 3 clusters Score -84178.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -84182.250000 Penalty: 707.702820
	Iteration 13Q: 3 clusters Score -84182.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -84186.851562 Penalty: 707.702820
	Iteration 14Q: 3 clusters Score -84186.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -84191.406250 Penalty: 707.702820
	Iteration 15Q: 3 clusters Score -84191.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -84193.812500 Penalty: 707.702820
	Iteration 16Q: 3 clusters Score -84193.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -84195.109375 Penalty: 707.702820
	Iteration 17Q: 3 clusters Score -84195.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -84195.796875 Penalty: 707.702820
	Iteration 18Q: 3 clusters Score -84195.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -84196.625000 Penalty: 707.702820
	Iteration 19Q: 3 clusters Score -84196.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -84196.625000 Penalty: 707.702820
	Iteration 20F: 3 clusters Score -84196.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Entering Unmasked Estep 
Score: -153851.421875 Penalty: 381.394196
	Iteration 0F: 2 clusters Score -153851.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -150922.484375 Penalty: 762.788391
	Iteration 0F: 3 clusters Score -150922.5 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -152332.859375 Penalty: 762.788391
	Iteration 1F: 3 clusters Score -152332.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -152658.359375 Penalty: 762.788391
	Iteration 2F: 3 clusters Score -152658.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -152894.250000 Penalty: 762.788391
	Iteration 3F: 3 clusters Score -152894.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -153082.359375 Penalty: 762.788391
	Iteration 4F: 3 clusters Score -153082.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -153203.453125 Penalty: 762.788391
	Iteration 5Q: 3 clusters Score -153203.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -153284.453125 Penalty: 762.788391
	Iteration 6Q: 3 clusters Score -153284.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -153357.906250 Penalty: 762.788391
	Iteration 7Q: 3 clusters Score -153357.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -153407.718750 Penalty: 762.788391
	Iteration 8Q: 3 clusters Score -153407.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -153458.671875 Penalty: 762.788391
	Iteration 9Q: 3 clusters Score -153458.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -153499.625000 Penalty: 762.788391
	Iteration 10Q: 3 clusters Score -153499.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -153526.125000 Penalty: 762.788391
	Iteration 11Q: 3 clusters Score -153526.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -153542.734375 Penalty: 762.788391
	Iteration 12Q: 3 clusters Score -153542.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -153559.921875 Penalty: 762.788391
	Iteration 13Q: 3 clusters Score -153559.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -153573.390625 Penalty: 762.788391
	Iteration 14Q: 3 clusters Score -153573.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -153583.640625 Penalty: 762.788391
	Iteration 15Q: 3 clusters Score -153583.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -153588.265625 Penalty: 762.788391
	Iteration 16Q: 3 clusters Score -153588.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -153593.062500 Penalty: 762.788391
	Iteration 17Q: 3 clusters Score -153593.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -153598.031250 Penalty: 762.788391
	Iteration 18Q: 3 clusters Score -153598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -153604.781250 Penalty: 762.788391
	Iteration 19Q: 3 clusters Score -153604.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -153608.781250 Penalty: 762.788391
	Iteration 20F: 3 clusters Score -153608.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -153612.171875 Penalty: 762.788391
	Iteration 21Q: 3 clusters Score -153612.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -153613.937500 Penalty: 762.788391
	Iteration 22Q: 3 clusters Score -153613.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -153615.796875 Penalty: 762.788391
	Iteration 23Q: 3 clusters Score -153615.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -153617.078125 Penalty: 762.788391
	Iteration 24Q: 3 clusters Score -153617.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -153617.968750 Penalty: 762.788391
	Iteration 25Q: 3 clusters Score -153618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -153618.171875 Penalty: 762.788391
	Iteration 26Q: 3 clusters Score -153618.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -153618.546875 Penalty: 762.788391
	Iteration 27Q: 3 clusters Score -153618.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -153618.546875 Penalty: 762.788391
	Iteration 28F: 3 clusters Score -153618.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Entering Unmasked Estep 
Score: -331361.968750 Penalty: 416.075684
	Iteration 0F: 2 clusters Score -331362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -325121.750000 Penalty: 832.151367
	Iteration 0F: 3 clusters Score -325121.8 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -327572.531250 Penalty: 832.151367
	Iteration 1F: 3 clusters Score -327572.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -327767.500000 Penalty: 832.151367
	Iteration 2F: 3 clusters Score -327767.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -327984.093750 Penalty: 832.151367
	Iteration 3F: 3 clusters Score -327984.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -328222.593750 Penalty: 832.151367
	Iteration 4Q: 3 clusters Score -328222.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -328538.312500 Penalty: 832.151367
	Iteration 5F: 3 clusters Score -328538.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -328908.468750 Penalty: 832.151367
	Iteration 6F: 3 clusters Score -328908.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -329303.218750 Penalty: 832.151367
	Iteration 7Q: 3 clusters Score -329303.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -329653.343750 Penalty: 832.151367
	Iteration 8Q: 3 clusters Score -329653.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -329912.625000 Penalty: 832.151367
	Iteration 9Q: 3 clusters Score -329912.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -330053.250000 Penalty: 832.151367
	Iteration 10Q: 3 clusters Score -330053.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -330141.218750 Penalty: 832.151367
	Iteration 11Q: 3 clusters Score -330141.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -330198.437500 Penalty: 832.151367
	Iteration 12Q: 3 clusters Score -330198.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -330253.156250 Penalty: 832.151367
	Iteration 13Q: 3 clusters Score -330253.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -330296.500000 Penalty: 832.151367
	Iteration 14Q: 3 clusters Score -330296.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -330348.656250 Penalty: 832.151367
	Iteration 15Q: 3 clusters Score -330348.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -330401.500000 Penalty: 832.151367
	Iteration 16Q: 3 clusters Score -330401.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -330445.250000 Penalty: 832.151367
	Iteration 17Q: 3 clusters Score -330445.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -330493.531250 Penalty: 832.151367
	Iteration 18Q: 3 clusters Score -330493.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -330538.781250 Penalty: 832.151367
	Iteration 19Q: 3 clusters Score -330538.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -330580.281250 Penalty: 832.151367
	Iteration 20F: 3 clusters Score -330580.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -330633.625000 Penalty: 832.151367
	Iteration 21Q: 3 clusters Score -330633.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -330697.062500 Penalty: 832.151367
	Iteration 22Q: 3 clusters Score -330697.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -330783.718750 Penalty: 832.151367
	Iteration 23Q: 3 clusters Score -330783.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -330869.906250 Penalty: 832.151367
	Iteration 24Q: 3 clusters Score -330869.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -330933.500000 Penalty: 832.151367
	Iteration 25Q: 3 clusters Score -330933.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -330979.031250 Penalty: 832.151367
	Iteration 26Q: 3 clusters Score -330979 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -331013.968750 Penalty: 832.151367
	Iteration 27Q: 3 clusters Score -331014 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -331043.718750 Penalty: 832.151367
	Iteration 28Q: 3 clusters Score -331043.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -331065.187500 Penalty: 832.151367
	Iteration 29Q: 3 clusters Score -331065.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -331082.312500 Penalty: 832.151367
	Iteration 30Q: 3 clusters Score -331082.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -331096.468750 Penalty: 832.151367
	Iteration 31Q: 3 clusters Score -331096.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -331114.187500 Penalty: 832.151367
	Iteration 32Q: 3 clusters Score -331114.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -331128.375000 Penalty: 832.151367
	Iteration 33Q: 3 clusters Score -331128.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -331136.000000 Penalty: 832.151367
	Iteration 34Q: 3 clusters Score -331136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -331143.062500 Penalty: 832.151367
	Iteration 35Q: 3 clusters Score -331143.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -331151.812500 Penalty: 832.151367
	Iteration 36Q: 3 clusters Score -331151.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -331160.281250 Penalty: 832.151367
	Iteration 37Q: 3 clusters Score -331160.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -331171.093750 Penalty: 832.151367
	Iteration 38Q: 3 clusters Score -331171.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -331178.781250 Penalty: 832.151367
	Iteration 39Q: 3 clusters Score -331178.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -331187.656250 Penalty: 832.151367
	Iteration 40F: 3 clusters Score -331187.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -331194.406250 Penalty: 832.151367
	Iteration 41Q: 3 clusters Score -331194.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -331197.406250 Penalty: 832.151367
	Iteration 42Q: 3 clusters Score -331197.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -331201.281250 Penalty: 832.151367
	Iteration 43Q: 3 clusters Score -331201.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -331203.500000 Penalty: 832.151367
	Iteration 44Q: 3 clusters Score -331203.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -331204.093750 Penalty: 832.151367
	Iteration 45Q: 3 clusters Score -331204.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -331204.656250 Penalty: 832.151367
	Iteration 46Q: 3 clusters Score -331204.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -331205.500000 Penalty: 832.151367
	Iteration 47Q: 3 clusters Score -331205.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -331205.468750 Penalty: 832.151367
	Iteration 48Q: 3 clusters Score -331205.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -331205.781250 Penalty: 832.151367
	Iteration 49Q: 3 clusters Score -331205.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -331205.875000 Penalty: 832.151367
	Iteration 50Q: 3 clusters Score -331205.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -331205.500000 Penalty: 832.151367
	Iteration 51Q: 3 clusters Score -331205.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -331205.500000 Penalty: 832.151367
	Iteration 52F: 3 clusters Score -331205.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Entering Unmasked Estep 
Score: -396077.968750 Penalty: 420.863770
	Iteration 0F: 2 clusters Score -396078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -389135.218750 Penalty: 841.727539
	Iteration 0F: 3 clusters Score -389135.2 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -391986.156250 Penalty: 841.727539
	Iteration 1F: 3 clusters Score -391986.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -392198.781250 Penalty: 841.727539
	Iteration 2F: 3 clusters Score -392198.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -392441.906250 Penalty: 841.727539
	Iteration 3F: 3 clusters Score -392441.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -392666.000000 Penalty: 841.727539
	Iteration 4Q: 3 clusters Score -392666 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -392913.125000 Penalty: 841.727539
	Iteration 5Q: 3 clusters Score -392913.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -393231.031250 Penalty: 841.727539
	Iteration 6Q: 3 clusters Score -393231 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -393578.531250 Penalty: 841.727539
	Iteration 7Q: 3 clusters Score -393578.5 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -393944.562500 Penalty: 841.727539
	Iteration 8Q: 3 clusters Score -393944.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -394212.312500 Penalty: 841.727539
	Iteration 9Q: 3 clusters Score -394212.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -394381.031250 Penalty: 841.727539
	Iteration 10Q: 3 clusters Score -394381 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -394513.093750 Penalty: 841.727539
	Iteration 11Q: 3 clusters Score -394513.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -394611.875000 Penalty: 841.727539
	Iteration 12Q: 3 clusters Score -394611.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -394700.375000 Penalty: 841.727539
	Iteration 13Q: 3 clusters Score -394700.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -394784.062500 Penalty: 841.727539
	Iteration 14Q: 3 clusters Score -394784.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -394860.031250 Penalty: 841.727539
	Iteration 15Q: 3 clusters Score -394860 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -394940.750000 Penalty: 841.727539
	Iteration 16Q: 3 clusters Score -394940.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -395026.875000 Penalty: 841.727539
	Iteration 17Q: 3 clusters Score -395026.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -395119.375000 Penalty: 841.727539
	Iteration 18Q: 3 clusters Score -395119.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -395207.031250 Penalty: 841.727539
	Iteration 19Q: 3 clusters Score -395207 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -395305.406250 Penalty: 841.727539
	Iteration 20F: 3 clusters Score -395305.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -395408.500000 Penalty: 841.727539
	Iteration 21Q: 3 clusters Score -395408.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -395499.906250 Penalty: 841.727539
	Iteration 22Q: 3 clusters Score -395499.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -395570.062500 Penalty: 841.727539
	Iteration 23Q: 3 clusters Score -395570.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -395632.500000 Penalty: 841.727539
	Iteration 24Q: 3 clusters Score -395632.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -395686.625000 Penalty: 841.727539
	Iteration 25Q: 3 clusters Score -395686.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -395723.593750 Penalty: 841.727539
	Iteration 26Q: 3 clusters Score -395723.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -395751.218750 Penalty: 841.727539
	Iteration 27Q: 3 clusters Score -395751.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -395773.906250 Penalty: 841.727539
	Iteration 28Q: 3 clusters Score -395773.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -395792.312500 Penalty: 841.727539
	Iteration 29Q: 3 clusters Score -395792.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -395804.250000 Penalty: 841.727539
	Iteration 30Q: 3 clusters Score -395804.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -395817.875000 Penalty: 841.727539
	Iteration 31Q: 3 clusters Score -395817.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -395824.875000 Penalty: 841.727539
	Iteration 32Q: 3 clusters Score -395824.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -395832.656250 Penalty: 841.727539
	Iteration 33Q: 3 clusters Score -395832.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -395836.843750 Penalty: 841.727539
	Iteration 34Q: 3 clusters Score -395836.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -395840.562500 Penalty: 841.727539
	Iteration 35Q: 3 clusters Score -395840.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -395844.031250 Penalty: 841.727539
	Iteration 36Q: 3 clusters Score -395844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -395849.906250 Penalty: 841.727539
	Iteration 37Q: 3 clusters Score -395849.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -395850.656250 Penalty: 841.727539
	Iteration 38Q: 3 clusters Score -395850.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -395851.031250 Penalty: 841.727539
	Iteration 39Q: 3 clusters Score -395851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -395851.718750 Penalty: 841.727539
	Iteration 40F: 3 clusters Score -395851.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -11767.452148 Penalty: 275.902222
	Iteration 0F: 2 clusters Score -11767.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -11325.316406 Penalty: 551.804443
	Iteration 0F: 3 clusters Score -11325.32 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -11477.899414 Penalty: 551.804443
	Iteration 1F: 3 clusters Score -11477.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11547.293945 Penalty: 551.804443
	Iteration 2F: 3 clusters Score -11547.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -11624.616211 Penalty: 551.804443
	Iteration 3F: 3 clusters Score -11624.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11671.089844 Penalty: 551.804443
	Iteration 4F: 3 clusters Score -11671.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11693.375977 Penalty: 551.804443
	Iteration 5Q: 3 clusters Score -11693.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11700.223633 Penalty: 551.804443
	Iteration 6Q: 3 clusters Score -11700.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11710.262695 Penalty: 551.804443
	Iteration 7Q: 3 clusters Score -11710.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11712.846680 Penalty: 551.804443
	Iteration 8Q: 3 clusters Score -11712.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11716.020508 Penalty: 551.804443
	Iteration 9Q: 3 clusters Score -11716.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11718.439453 Penalty: 551.804443
	Iteration 10Q: 3 clusters Score -11718.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11718.439453 Penalty: 551.804443
	Iteration 11F: 3 clusters Score -11718.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (594530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594530 members 
Entering Unmasked Estep 
Score: -22504614.000000 Penalty: 604.946472
	Iteration 0F: 2 clusters Score -2.250461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297319 members 
Mstep: Class 2 contains 297211 members 
Entering Unmasked Estep 
Score: -22102658.000000 Penalty: 1209.892944
	Iteration 0F: 3 clusters Score -2.210266e+07 nChanged 294842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301919 members 
Mstep: Class 2 contains 292611 members 
Entering Unmasked Estep 
Score: -22284944.000000 Penalty: 1209.892944
	Iteration 1F: 3 clusters Score -2.228494e+07 nChanged 21381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305792 members 
Mstep: Class 2 contains 288738 members 
Entering Unmasked Estep 
Score: -22291786.000000 Penalty: 1209.892944
	Iteration 2Q: 3 clusters Score -2.229179e+07 nChanged 26444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312516 members 
Mstep: Class 2 contains 282014 members 
Entering Unmasked Estep 
Score: -22304000.000000 Penalty: 1209.892944
	Iteration 3Q: 3 clusters Score -2.2304e+07 nChanged 33558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322582 members 
Mstep: Class 2 contains 271948 members 
Entering Unmasked Estep 
Score: -22325412.000000 Penalty: 1209.892944
	Iteration 4F: 3 clusters Score -2.232541e+07 nChanged 40969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334567 members 
Mstep: Class 2 contains 259963 members 
Entering Unmasked Estep 
Score: -22358064.000000 Penalty: 1209.892944
	Iteration 5F: 3 clusters Score -2.235806e+07 nChanged 43172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344515 members 
Mstep: Class 2 contains 250015 members 
Entering Unmasked Estep 
Score: -22394184.000000 Penalty: 1209.892944
	Iteration 6F: 3 clusters Score -2.239418e+07 nChanged 35745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351410 members 
Mstep: Class 2 contains 243120 members 
Entering Unmasked Estep 
Score: -22417264.000000 Penalty: 1209.892944
	Iteration 7F: 3 clusters Score -2.241726e+07 nChanged 22677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357609 members 
Mstep: Class 2 contains 236921 members 
Entering Unmasked Estep 
Score: -22426940.000000 Penalty: 1209.892944
	Iteration 8Q: 3 clusters Score -2.242694e+07 nChanged 14666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364575 members 
Mstep: Class 2 contains 229955 members 
Entering Unmasked Estep 
Score: -22433428.000000 Penalty: 1209.892944
	Iteration 9Q: 3 clusters Score -2.243343e+07 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372324 members 
Mstep: Class 2 contains 222206 members 
Entering Unmasked Estep 
Score: -22439420.000000 Penalty: 1209.892944
	Iteration 10Q: 3 clusters Score -2.243942e+07 nChanged 12915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380295 members 
Mstep: Class 2 contains 214235 members 
Entering Unmasked Estep 
Score: -22446186.000000 Penalty: 1209.892944
	Iteration 11Q: 3 clusters Score -2.244619e+07 nChanged 13069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388608 members 
Mstep: Class 2 contains 205922 members 
Entering Unmasked Estep 
Score: -22453280.000000 Penalty: 1209.892944
	Iteration 12Q: 3 clusters Score -2.245328e+07 nChanged 12383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396419 members 
Mstep: Class 2 contains 198111 members 
Entering Unmasked Estep 
Score: -22460100.000000 Penalty: 1209.892944
	Iteration 13Q: 3 clusters Score -2.24601e+07 nChanged 11610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403997 members 
Mstep: Class 2 contains 190533 members 
Entering Unmasked Estep 
Score: -22466300.000000 Penalty: 1209.892944
	Iteration 14Q: 3 clusters Score -2.24663e+07 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411083 members 
Mstep: Class 2 contains 183447 members 
Entering Unmasked Estep 
Score: -22471080.000000 Penalty: 1209.892944
	Iteration 15Q: 3 clusters Score -2.247108e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417582 members 
Mstep: Class 2 contains 176948 members 
Entering Unmasked Estep 
Score: -22474834.000000 Penalty: 1209.892944
	Iteration 16Q: 3 clusters Score -2.247483e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423359 members 
Mstep: Class 2 contains 171171 members 
Entering Unmasked Estep 
Score: -22477208.000000 Penalty: 1209.892944
	Iteration 17Q: 3 clusters Score -2.247721e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428551 members 
Mstep: Class 2 contains 165979 members 
Entering Unmasked Estep 
Score: -22478972.000000 Penalty: 1209.892944
	Iteration 18Q: 3 clusters Score -2.247897e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433238 members 
Mstep: Class 2 contains 161292 members 
Entering Unmasked Estep 
Score: -22480398.000000 Penalty: 1209.892944
	Iteration 19Q: 3 clusters Score -2.24804e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437539 members 
Mstep: Class 2 contains 156991 members 
Entering Unmasked Estep 
Score: -22481386.000000 Penalty: 1209.892944
	Iteration 20F: 3 clusters Score -2.248139e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441572 members 
Mstep: Class 2 contains 152958 members 
Entering Unmasked Estep 
Score: -22482128.000000 Penalty: 1209.892944
	Iteration 21Q: 3 clusters Score -2.248213e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445422 members 
Mstep: Class 2 contains 149108 members 
Entering Unmasked Estep 
Score: -22482770.000000 Penalty: 1209.892944
	Iteration 22Q: 3 clusters Score -2.248277e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449016 members 
Mstep: Class 2 contains 145514 members 
Entering Unmasked Estep 
Score: -22483588.000000 Penalty: 1209.892944
	Iteration 23Q: 3 clusters Score -2.248359e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452344 members 
Mstep: Class 2 contains 142186 members 
Entering Unmasked Estep 
Score: -22484360.000000 Penalty: 1209.892944
	Iteration 24Q: 3 clusters Score -2.248436e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455413 members 
Mstep: Class 2 contains 139117 members 
Entering Unmasked Estep 
Score: -22485098.000000 Penalty: 1209.892944
	Iteration 25Q: 3 clusters Score -2.24851e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458404 members 
Mstep: Class 2 contains 136126 members 
Entering Unmasked Estep 
Score: -22485716.000000 Penalty: 1209.892944
	Iteration 26Q: 3 clusters Score -2.248572e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461257 members 
Mstep: Class 2 contains 133273 members 
Entering Unmasked Estep 
Score: -22486158.000000 Penalty: 1209.892944
	Iteration 27Q: 3 clusters Score -2.248616e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463990 members 
Mstep: Class 2 contains 130540 members 
Entering Unmasked Estep 
Score: -22486480.000000 Penalty: 1209.892944
	Iteration 28Q: 3 clusters Score -2.248648e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466595 members 
Mstep: Class 2 contains 127935 members 
Entering Unmasked Estep 
Score: -22486872.000000 Penalty: 1209.892944
	Iteration 29Q: 3 clusters Score -2.248687e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469028 members 
Mstep: Class 2 contains 125502 members 
Entering Unmasked Estep 
Score: -22487166.000000 Penalty: 1209.892944
	Iteration 30Q: 3 clusters Score -2.248717e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471323 members 
Mstep: Class 2 contains 123207 members 
Entering Unmasked Estep 
Score: -22487430.000000 Penalty: 1209.892944
	Iteration 31Q: 3 clusters Score -2.248743e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473536 members 
Mstep: Class 2 contains 120994 members 
Entering Unmasked Estep 
Score: -22487504.000000 Penalty: 1209.892944
	Iteration 32Q: 3 clusters Score -2.24875e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475654 members 
Mstep: Class 2 contains 118876 members 
Entering Unmasked Estep 
Score: -22487958.000000 Penalty: 1209.892944
	Iteration 33Q: 3 clusters Score -2.248796e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477617 members 
Mstep: Class 2 contains 116913 members 
Entering Unmasked Estep 
Score: -22488170.000000 Penalty: 1209.892944
	Iteration 34Q: 3 clusters Score -2.248817e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479375 members 
Mstep: Class 2 contains 115155 members 
Entering Unmasked Estep 
Score: -22488478.000000 Penalty: 1209.892944
	Iteration 35Q: 3 clusters Score -2.248848e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481008 members 
Mstep: Class 2 contains 113522 members 
Entering Unmasked Estep 
Score: -22488684.000000 Penalty: 1209.892944
	Iteration 36Q: 3 clusters Score -2.248868e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482560 members 
Mstep: Class 2 contains 111970 members 
Entering Unmasked Estep 
Score: -22488826.000000 Penalty: 1209.892944
	Iteration 37Q: 3 clusters Score -2.248883e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483973 members 
Mstep: Class 2 contains 110557 members 
Entering Unmasked Estep 
Score: -22488922.000000 Penalty: 1209.892944
	Iteration 38Q: 3 clusters Score -2.248892e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485271 members 
Mstep: Class 2 contains 109259 members 
Entering Unmasked Estep 
Score: -22489002.000000 Penalty: 1209.892944
	Iteration 39Q: 3 clusters Score -2.2489e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486536 members 
Mstep: Class 2 contains 107994 members 
Entering Unmasked Estep 
Score: -22489152.000000 Penalty: 1209.892944
	Iteration 40F: 3 clusters Score -2.248915e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487627 members 
Mstep: Class 2 contains 106903 members 
Entering Unmasked Estep 
Score: -22489282.000000 Penalty: 1209.892944
	Iteration 41Q: 3 clusters Score -2.248928e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488617 members 
Mstep: Class 2 contains 105913 members 
Entering Unmasked Estep 
Score: -22489352.000000 Penalty: 1209.892944
	Iteration 42Q: 3 clusters Score -2.248935e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489560 members 
Mstep: Class 2 contains 104970 members 
Entering Unmasked Estep 
Score: -22489324.000000 Penalty: 1209.892944
	Iteration 43Q: 3 clusters Score -2.248932e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490414 members 
Mstep: Class 2 contains 104116 members 
Entering Unmasked Estep 
Score: -22489496.000000 Penalty: 1209.892944
	Iteration 44Q: 3 clusters Score -2.24895e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491187 members 
Mstep: Class 2 contains 103343 members 
Entering Unmasked Estep 
Score: -22489472.000000 Penalty: 1209.892944
	Iteration 45Q: 3 clusters Score -2.248947e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491890 members 
Mstep: Class 2 contains 102640 members 
Entering Unmasked Estep 
Score: -22489506.000000 Penalty: 1209.892944
	Iteration 46Q: 3 clusters Score -2.248951e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492557 members 
Mstep: Class 2 contains 101973 members 
Entering Unmasked Estep 
Score: -22489564.000000 Penalty: 1209.892944
	Iteration 47Q: 3 clusters Score -2.248956e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493169 members 
Mstep: Class 2 contains 101361 members 
Entering Unmasked Estep 
Score: -22489634.000000 Penalty: 1209.892944
	Iteration 48Q: 3 clusters Score -2.248963e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493740 members 
Mstep: Class 2 contains 100790 members 
Entering Unmasked Estep 
Score: -22489696.000000 Penalty: 1209.892944
	Iteration 49Q: 3 clusters Score -2.24897e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494266 members 
Mstep: Class 2 contains 100264 members 
Entering Unmasked Estep 
Score: -22489716.000000 Penalty: 1209.892944
	Iteration 50Q: 3 clusters Score -2.248972e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494748 members 
Mstep: Class 2 contains 99782 members 
Entering Unmasked Estep 
Score: -22489756.000000 Penalty: 1209.892944
	Iteration 51Q: 3 clusters Score -2.248976e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495168 members 
Mstep: Class 2 contains 99362 members 
Entering Unmasked Estep 
Score: -22489772.000000 Penalty: 1209.892944
	Iteration 52Q: 3 clusters Score -2.248977e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495579 members 
Mstep: Class 2 contains 98951 members 
Entering Unmasked Estep 
Score: -22489734.000000 Penalty: 1209.892944
	Iteration 53Q: 3 clusters Score -2.248973e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495896 members 
Mstep: Class 2 contains 98634 members 
Entering Unmasked Estep 
Score: -22489788.000000 Penalty: 1209.892944
	Iteration 54Q: 3 clusters Score -2.248979e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496155 members 
Mstep: Class 2 contains 98375 members 
Entering Unmasked Estep 
Score: -22489758.000000 Penalty: 1209.892944
	Iteration 55Q: 3 clusters Score -2.248976e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496370 members 
Mstep: Class 2 contains 98160 members 
Entering Unmasked Estep 
Score: -22489746.000000 Penalty: 1209.892944
	Iteration 56Q: 3 clusters Score -2.248975e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496542 members 
Mstep: Class 2 contains 97988 members 
Entering Unmasked Estep 
Score: -22489742.000000 Penalty: 1209.892944
	Iteration 57Q: 3 clusters Score -2.248974e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496712 members 
Mstep: Class 2 contains 97818 members 
Entering Unmasked Estep 
Score: -22489714.000000 Penalty: 1209.892944
	Iteration 58Q: 3 clusters Score -2.248971e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496882 members 
Mstep: Class 2 contains 97648 members 
Entering Unmasked Estep 
Score: -22489698.000000 Penalty: 1209.892944
	Iteration 59Q: 3 clusters Score -2.24897e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497051 members 
Mstep: Class 2 contains 97479 members 
Entering Unmasked Estep 
Score: -22489722.000000 Penalty: 1209.892944
	Iteration 60F: 3 clusters Score -2.248972e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497205 members 
Mstep: Class 2 contains 97325 members 
Entering Unmasked Estep 
Score: -22489708.000000 Penalty: 1209.892944
	Iteration 61Q: 3 clusters Score -2.248971e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497358 members 
Mstep: Class 2 contains 97172 members 
Entering Unmasked Estep 
Score: -22489700.000000 Penalty: 1209.892944
	Iteration 62Q: 3 clusters Score -2.24897e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497502 members 
Mstep: Class 2 contains 97028 members 
Entering Unmasked Estep 
Score: -22489686.000000 Penalty: 1209.892944
	Iteration 63Q: 3 clusters Score -2.248969e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497626 members 
Mstep: Class 2 contains 96904 members 
Entering Unmasked Estep 
Score: -22489722.000000 Penalty: 1209.892944
	Iteration 64Q: 3 clusters Score -2.248972e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497741 members 
Mstep: Class 2 contains 96789 members 
Entering Unmasked Estep 
Score: -22489750.000000 Penalty: 1209.892944
	Iteration 65Q: 3 clusters Score -2.248975e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497837 members 
Mstep: Class 2 contains 96693 members 
Entering Unmasked Estep 
Score: -22489758.000000 Penalty: 1209.892944
	Iteration 66Q: 3 clusters Score -2.248976e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497939 members 
Mstep: Class 2 contains 96591 members 
Entering Unmasked Estep 
Score: -22489738.000000 Penalty: 1209.892944
	Iteration 67Q: 3 clusters Score -2.248974e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498027 members 
Mstep: Class 2 contains 96503 members 
Entering Unmasked Estep 
Score: -22489716.000000 Penalty: 1209.892944
	Iteration 68Q: 3 clusters Score -2.248972e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498113 members 
Mstep: Class 2 contains 96417 members 
Entering Unmasked Estep 
Score: -22489710.000000 Penalty: 1209.892944
	Iteration 69Q: 3 clusters Score -2.248971e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498191 members 
Mstep: Class 2 contains 96339 members 
Entering Unmasked Estep 
Score: -22489682.000000 Penalty: 1209.892944
	Iteration 70Q: 3 clusters Score -2.248968e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498264 members 
Mstep: Class 2 contains 96266 members 
Entering Unmasked Estep 
Score: -22489708.000000 Penalty: 1209.892944
	Iteration 71Q: 3 clusters Score -2.248971e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498345 members 
Mstep: Class 2 contains 96185 members 
Entering Unmasked Estep 
Score: -22489676.000000 Penalty: 1209.892944
	Iteration 72Q: 3 clusters Score -2.248968e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498417 members 
Mstep: Class 2 contains 96113 members 
Entering Unmasked Estep 
Score: -22489684.000000 Penalty: 1209.892944
	Iteration 73Q: 3 clusters Score -2.248968e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498470 members 
Mstep: Class 2 contains 96060 members 
Entering Unmasked Estep 
Score: -22489688.000000 Penalty: 1209.892944
	Iteration 74Q: 3 clusters Score -2.248969e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498522 members 
Mstep: Class 2 contains 96008 members 
Entering Unmasked Estep 
Score: -22489688.000000 Penalty: 1209.892944
	Iteration 75Q: 3 clusters Score -2.248969e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498574 members 
Mstep: Class 2 contains 95956 members 
Entering Unmasked Estep 
Score: -22489686.000000 Penalty: 1209.892944
	Iteration 76Q: 3 clusters Score -2.248969e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498618 members 
Mstep: Class 2 contains 95912 members 
Entering Unmasked Estep 
Score: -22489680.000000 Penalty: 1209.892944
	Iteration 77Q: 3 clusters Score -2.248968e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498651 members 
Mstep: Class 2 contains 95879 members 
Entering Unmasked Estep 
Score: -22489680.000000 Penalty: 1209.892944
	Iteration 78Q: 3 clusters Score -2.248968e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498683 members 
Mstep: Class 2 contains 95847 members 
Entering Unmasked Estep 
Score: -22489684.000000 Penalty: 1209.892944
	Iteration 79Q: 3 clusters Score -2.248968e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498713 members 
Mstep: Class 2 contains 95817 members 
Entering Unmasked Estep 
Score: -22489676.000000 Penalty: 1209.892944
	Iteration 80F: 3 clusters Score -2.248968e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498746 members 
Mstep: Class 2 contains 95784 members 
Entering Unmasked Estep 
Score: -22489684.000000 Penalty: 1209.892944
	Iteration 81Q: 3 clusters Score -2.248968e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498780 members 
Mstep: Class 2 contains 95750 members 
Entering Unmasked Estep 
Score: -22489706.000000 Penalty: 1209.892944
	Iteration 82Q: 3 clusters Score -2.248971e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498815 members 
Mstep: Class 2 contains 95715 members 
Entering Unmasked Estep 
Score: -22489696.000000 Penalty: 1209.892944
	Iteration 83Q: 3 clusters Score -2.24897e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498858 members 
Mstep: Class 2 contains 95672 members 
Entering Unmasked Estep 
Score: -22489684.000000 Penalty: 1209.892944
	Iteration 84Q: 3 clusters Score -2.248968e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498899 members 
Mstep: Class 2 contains 95631 members 
Entering Unmasked Estep 
Score: -22489668.000000 Penalty: 1209.892944
	Iteration 85Q: 3 clusters Score -2.248967e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498931 members 
Mstep: Class 2 contains 95599 members 
Entering Unmasked Estep 
Score: -22489684.000000 Penalty: 1209.892944
	Iteration 86Q: 3 clusters Score -2.248968e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498963 members 
Mstep: Class 2 contains 95567 members 
Entering Unmasked Estep 
Score: -22489720.000000 Penalty: 1209.892944
	Iteration 87Q: 3 clusters Score -2.248972e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498992 members 
Mstep: Class 2 contains 95538 members 
Entering Unmasked Estep 
Score: -22489732.000000 Penalty: 1209.892944
	Iteration 88Q: 3 clusters Score -2.248973e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499013 members 
Mstep: Class 2 contains 95517 members 
Entering Unmasked Estep 
Score: -22489722.000000 Penalty: 1209.892944
	Iteration 89Q: 3 clusters Score -2.248972e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499031 members 
Mstep: Class 2 contains 95499 members 
Entering Unmasked Estep 
Score: -22489726.000000 Penalty: 1209.892944
	Iteration 90Q: 3 clusters Score -2.248973e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499047 members 
Mstep: Class 2 contains 95483 members 
Entering Unmasked Estep 
Score: -22489732.000000 Penalty: 1209.892944
	Iteration 91Q: 3 clusters Score -2.248973e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499070 members 
Mstep: Class 2 contains 95460 members 
Entering Unmasked Estep 
Score: -22489750.000000 Penalty: 1209.892944
	Iteration 92Q: 3 clusters Score -2.248975e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499098 members 
Mstep: Class 2 contains 95432 members 
Entering Unmasked Estep 
Score: -22489730.000000 Penalty: 1209.892944
	Iteration 93Q: 3 clusters Score -2.248973e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499119 members 
Mstep: Class 2 contains 95411 members 
Entering Unmasked Estep 
Score: -22489730.000000 Penalty: 1209.892944
	Iteration 94Q: 3 clusters Score -2.248973e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499136 members 
Mstep: Class 2 contains 95394 members 
Entering Unmasked Estep 
Score: -22489736.000000 Penalty: 1209.892944
	Iteration 95Q: 3 clusters Score -2.248974e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499148 members 
Mstep: Class 2 contains 95382 members 
Entering Unmasked Estep 
Score: -22489728.000000 Penalty: 1209.892944
	Iteration 96Q: 3 clusters Score -2.248973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499160 members 
Mstep: Class 2 contains 95370 members 
Entering Unmasked Estep 
Score: -22489748.000000 Penalty: 1209.892944
	Iteration 97Q: 3 clusters Score -2.248975e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499178 members 
Mstep: Class 2 contains 95352 members 
Entering Unmasked Estep 
Score: -22489750.000000 Penalty: 1209.892944
	Iteration 98Q: 3 clusters Score -2.248975e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499192 members 
Mstep: Class 2 contains 95338 members 
Entering Unmasked Estep 
Score: -22489742.000000 Penalty: 1209.892944
	Iteration 99Q: 3 clusters Score -2.248974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499202 members 
Mstep: Class 2 contains 95328 members 
Entering Unmasked Estep 
Score: -22489738.000000 Penalty: 1209.892944
	Iteration 100F: 3 clusters Score -2.248974e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499217 members 
Mstep: Class 2 contains 95313 members 
Entering Unmasked Estep 
Score: -22489744.000000 Penalty: 1209.892944
	Iteration 101Q: 3 clusters Score -2.248974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499223 members 
Mstep: Class 2 contains 95307 members 
Entering Unmasked Estep 
Score: -22489738.000000 Penalty: 1209.892944
	Iteration 102Q: 3 clusters Score -2.248974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499231 members 
Mstep: Class 2 contains 95299 members 
Entering Unmasked Estep 
Score: -22489734.000000 Penalty: 1209.892944
	Iteration 103Q: 3 clusters Score -2.248973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499235 members 
Mstep: Class 2 contains 95295 members 
Entering Unmasked Estep 
Score: -22489732.000000 Penalty: 1209.892944
	Iteration 104Q: 3 clusters Score -2.248973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499237 members 
Mstep: Class 2 contains 95293 members 
Entering Unmasked Estep 
Score: -22489726.000000 Penalty: 1209.892944
	Iteration 105Q: 3 clusters Score -2.248973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499239 members 
Mstep: Class 2 contains 95291 members 
Entering Unmasked Estep 
Score: -22489726.000000 Penalty: 1209.892944
	Iteration 106Q: 3 clusters Score -2.248973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499239 members 
Mstep: Class 2 contains 95291 members 
Entering Unmasked Estep 
Score: -22489726.000000 Penalty: 1209.892944
	Iteration 107F: 3 clusters Score -2.248973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Entering Unmasked Estep 
Score: -247128.828125 Penalty: 402.140900
	Iteration 0F: 2 clusters Score -247128.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -242515.843750 Penalty: 804.281799
	Iteration 0F: 3 clusters Score -242515.8 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -244368.156250 Penalty: 804.281799
	Iteration 1F: 3 clusters Score -244368.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -244664.343750 Penalty: 804.281799
	Iteration 2F: 3 clusters Score -244664.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -244988.328125 Penalty: 804.281799
	Iteration 3F: 3 clusters Score -244988.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -245303.515625 Penalty: 804.281799
	Iteration 4F: 3 clusters Score -245303.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -245573.281250 Penalty: 804.281799
	Iteration 5F: 3 clusters Score -245573.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -245789.906250 Penalty: 804.281799
	Iteration 6F: 3 clusters Score -245789.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -245963.328125 Penalty: 804.281799
	Iteration 7Q: 3 clusters Score -245963.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -246116.687500 Penalty: 804.281799
	Iteration 8Q: 3 clusters Score -246116.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -246267.484375 Penalty: 804.281799
	Iteration 9Q: 3 clusters Score -246267.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -246399.718750 Penalty: 804.281799
	Iteration 10Q: 3 clusters Score -246399.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -246490.921875 Penalty: 804.281799
	Iteration 11Q: 3 clusters Score -246490.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -246560.062500 Penalty: 804.281799
	Iteration 12Q: 3 clusters Score -246560.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -246606.890625 Penalty: 804.281799
	Iteration 13Q: 3 clusters Score -246606.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -246633.890625 Penalty: 804.281799
	Iteration 14Q: 3 clusters Score -246633.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -246652.468750 Penalty: 804.281799
	Iteration 15Q: 3 clusters Score -246652.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -246670.531250 Penalty: 804.281799
	Iteration 16Q: 3 clusters Score -246670.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -246684.218750 Penalty: 804.281799
	Iteration 17Q: 3 clusters Score -246684.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -246701.062500 Penalty: 804.281799
	Iteration 18Q: 3 clusters Score -246701.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -246714.031250 Penalty: 804.281799
	Iteration 19Q: 3 clusters Score -246714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -246723.984375 Penalty: 804.281799
	Iteration 20F: 3 clusters Score -246724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -246731.203125 Penalty: 804.281799
	Iteration 21Q: 3 clusters Score -246731.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -246742.593750 Penalty: 804.281799
	Iteration 22Q: 3 clusters Score -246742.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -246752.828125 Penalty: 804.281799
	Iteration 23Q: 3 clusters Score -246752.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -246759.718750 Penalty: 804.281799
	Iteration 24Q: 3 clusters Score -246759.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -246764.968750 Penalty: 804.281799
	Iteration 25Q: 3 clusters Score -246765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -246776.109375 Penalty: 804.281799
	Iteration 26Q: 3 clusters Score -246776.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -246786.000000 Penalty: 804.281799
	Iteration 27Q: 3 clusters Score -246786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -246792.812500 Penalty: 804.281799
	Iteration 28Q: 3 clusters Score -246792.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -246797.109375 Penalty: 804.281799
	Iteration 29Q: 3 clusters Score -246797.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -246799.828125 Penalty: 804.281799
	Iteration 30Q: 3 clusters Score -246799.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -246801.203125 Penalty: 804.281799
	Iteration 31Q: 3 clusters Score -246801.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -246802.859375 Penalty: 804.281799
	Iteration 32Q: 3 clusters Score -246802.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -246803.046875 Penalty: 804.281799
	Iteration 33Q: 3 clusters Score -246803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -246804.828125 Penalty: 804.281799
	Iteration 34Q: 3 clusters Score -246804.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -246808.953125 Penalty: 804.281799
	Iteration 35Q: 3 clusters Score -246809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -246813.375000 Penalty: 804.281799
	Iteration 36Q: 3 clusters Score -246813.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -246817.203125 Penalty: 804.281799
	Iteration 37Q: 3 clusters Score -246817.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -246821.937500 Penalty: 804.281799
	Iteration 38Q: 3 clusters Score -246821.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -246823.859375 Penalty: 804.281799
	Iteration 39Q: 3 clusters Score -246823.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -246823.953125 Penalty: 804.281799
	Iteration 40F: 3 clusters Score -246824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -246824.265625 Penalty: 804.281799
	Iteration 41Q: 3 clusters Score -246824.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -246825.140625 Penalty: 804.281799
	Iteration 42Q: 3 clusters Score -246825.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -246825.328125 Penalty: 804.281799
	Iteration 43Q: 3 clusters Score -246825.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -246825.250000 Penalty: 804.281799
	Iteration 44Q: 3 clusters Score -246825.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -246825.250000 Penalty: 804.281799
	Iteration 45F: 3 clusters Score -246825.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Entering Unmasked Estep 
Score: -748491.625000 Penalty: 451.380127
	Iteration 0F: 2 clusters Score -748491.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -734821.687500 Penalty: 902.760254
	Iteration 0F: 3 clusters Score -734821.7 nChanged 9670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -740696.562500 Penalty: 902.760254
	Iteration 1F: 3 clusters Score -740696.6 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -741259.437500 Penalty: 902.760254
	Iteration 2F: 3 clusters Score -741259.4 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -741894.187500 Penalty: 902.760254
	Iteration 3F: 3 clusters Score -741894.2 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -742565.937500 Penalty: 902.760254
	Iteration 4F: 3 clusters Score -742565.9 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -743340.562500 Penalty: 902.760254
	Iteration 5F: 3 clusters Score -743340.6 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -744319.125000 Penalty: 902.760254
	Iteration 6F: 3 clusters Score -744319.1 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -745207.375000 Penalty: 902.760254
	Iteration 7Q: 3 clusters Score -745207.4 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -745855.187500 Penalty: 902.760254
	Iteration 8Q: 3 clusters Score -745855.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -746197.750000 Penalty: 902.760254
	Iteration 9Q: 3 clusters Score -746197.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -746394.062500 Penalty: 902.760254
	Iteration 10Q: 3 clusters Score -746394.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -746524.375000 Penalty: 902.760254
	Iteration 11Q: 3 clusters Score -746524.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -746645.125000 Penalty: 902.760254
	Iteration 12Q: 3 clusters Score -746645.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -746767.875000 Penalty: 902.760254
	Iteration 13Q: 3 clusters Score -746767.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -746904.750000 Penalty: 902.760254
	Iteration 14Q: 3 clusters Score -746904.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -747019.000000 Penalty: 902.760254
	Iteration 15Q: 3 clusters Score -747019 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -747125.437500 Penalty: 902.760254
	Iteration 16Q: 3 clusters Score -747125.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -747226.750000 Penalty: 902.760254
	Iteration 17Q: 3 clusters Score -747226.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -747320.000000 Penalty: 902.760254
	Iteration 18Q: 3 clusters Score -747320 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -747407.750000 Penalty: 902.760254
	Iteration 19Q: 3 clusters Score -747407.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -747484.937500 Penalty: 902.760254
	Iteration 20F: 3 clusters Score -747484.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -747568.312500 Penalty: 902.760254
	Iteration 21Q: 3 clusters Score -747568.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -747645.562500 Penalty: 902.760254
	Iteration 22Q: 3 clusters Score -747645.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -747716.875000 Penalty: 902.760254
	Iteration 23Q: 3 clusters Score -747716.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -747791.812500 Penalty: 902.760254
	Iteration 24Q: 3 clusters Score -747791.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -747864.562500 Penalty: 902.760254
	Iteration 25Q: 3 clusters Score -747864.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -747946.750000 Penalty: 902.760254
	Iteration 26Q: 3 clusters Score -747946.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -748039.312500 Penalty: 902.760254
	Iteration 27Q: 3 clusters Score -748039.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -748120.312500 Penalty: 902.760254
	Iteration 28Q: 3 clusters Score -748120.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -748195.312500 Penalty: 902.760254
	Iteration 29Q: 3 clusters Score -748195.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -748247.937500 Penalty: 902.760254
	Iteration 30Q: 3 clusters Score -748247.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -748271.187500 Penalty: 902.760254
	Iteration 31Q: 3 clusters Score -748271.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -748295.250000 Penalty: 902.760254
	Iteration 32Q: 3 clusters Score -748295.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -748312.125000 Penalty: 902.760254
	Iteration 33Q: 3 clusters Score -748312.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -748322.000000 Penalty: 902.760254
	Iteration 34Q: 3 clusters Score -748322 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -748332.562500 Penalty: 902.760254
	Iteration 35Q: 3 clusters Score -748332.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -748343.250000 Penalty: 902.760254
	Iteration 36Q: 3 clusters Score -748343.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -748346.687500 Penalty: 902.760254
	Iteration 37Q: 3 clusters Score -748346.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -748353.625000 Penalty: 902.760254
	Iteration 38Q: 3 clusters Score -748353.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -748356.062500 Penalty: 902.760254
	Iteration 39Q: 3 clusters Score -748356.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -748358.812500 Penalty: 902.760254
	Iteration 40F: 3 clusters Score -748358.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -748362.312500 Penalty: 902.760254
	Iteration 41Q: 3 clusters Score -748362.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -748362.937500 Penalty: 902.760254
	Iteration 42Q: 3 clusters Score -748362.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -748365.125000 Penalty: 902.760254
	Iteration 43Q: 3 clusters Score -748365.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -748366.812500 Penalty: 902.760254
	Iteration 44Q: 3 clusters Score -748366.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -748368.625000 Penalty: 902.760254
	Iteration 45Q: 3 clusters Score -748368.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -748370.312500 Penalty: 902.760254
	Iteration 46Q: 3 clusters Score -748370.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -748373.562500 Penalty: 902.760254
	Iteration 47Q: 3 clusters Score -748373.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -748375.312500 Penalty: 902.760254
	Iteration 48Q: 3 clusters Score -748375.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -748374.875000 Penalty: 902.760254
	Iteration 49Q: 3 clusters Score -748374.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -748375.500000 Penalty: 902.760254
	Iteration 50Q: 3 clusters Score -748375.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -748375.375000 Penalty: 902.760254
	Iteration 51Q: 3 clusters Score -748375.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -748376.625000 Penalty: 902.760254
	Iteration 52Q: 3 clusters Score -748376.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -748375.812500 Penalty: 902.760254
	Iteration 53Q: 3 clusters Score -748375.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -748375.812500 Penalty: 902.760254
	Iteration 54F: 3 clusters Score -748375.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Entering Unmasked Estep 
Score: -442782.687500 Penalty: 428.411865
	Iteration 0F: 2 clusters Score -442782.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -434562.843750 Penalty: 856.823730
	Iteration 0F: 3 clusters Score -434562.8 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -438047.375000 Penalty: 856.823730
	Iteration 1F: 3 clusters Score -438047.4 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -438475.281250 Penalty: 856.823730
	Iteration 2F: 3 clusters Score -438475.3 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -438922.437500 Penalty: 856.823730
	Iteration 3F: 3 clusters Score -438922.4 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -439365.500000 Penalty: 856.823730
	Iteration 4F: 3 clusters Score -439365.5 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -439893.343750 Penalty: 856.823730
	Iteration 5F: 3 clusters Score -439893.3 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -440542.406250 Penalty: 856.823730
	Iteration 6F: 3 clusters Score -440542.4 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -441141.062500 Penalty: 856.823730
	Iteration 7F: 3 clusters Score -441141.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -441527.375000 Penalty: 856.823730
	Iteration 8Q: 3 clusters Score -441527.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -441795.062500 Penalty: 856.823730
	Iteration 9Q: 3 clusters Score -441795.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -442003.500000 Penalty: 856.823730
	Iteration 10Q: 3 clusters Score -442003.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -442154.781250 Penalty: 856.823730
	Iteration 11Q: 3 clusters Score -442154.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -442262.468750 Penalty: 856.823730
	Iteration 12Q: 3 clusters Score -442262.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -442383.687500 Penalty: 856.823730
	Iteration 13Q: 3 clusters Score -442383.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -442445.625000 Penalty: 856.823730
	Iteration 14Q: 3 clusters Score -442445.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -442493.187500 Penalty: 856.823730
	Iteration 15Q: 3 clusters Score -442493.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -442530.000000 Penalty: 856.823730
	Iteration 16Q: 3 clusters Score -442530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -442564.843750 Penalty: 856.823730
	Iteration 17Q: 3 clusters Score -442564.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -442591.031250 Penalty: 856.823730
	Iteration 18Q: 3 clusters Score -442591 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -442604.375000 Penalty: 856.823730
	Iteration 19Q: 3 clusters Score -442604.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -442617.593750 Penalty: 856.823730
	Iteration 20F: 3 clusters Score -442617.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -442626.937500 Penalty: 856.823730
	Iteration 21Q: 3 clusters Score -442626.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -442630.781250 Penalty: 856.823730
	Iteration 22Q: 3 clusters Score -442630.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -442635.093750 Penalty: 856.823730
	Iteration 23Q: 3 clusters Score -442635.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -442636.843750 Penalty: 856.823730
	Iteration 24Q: 3 clusters Score -442636.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -442640.000000 Penalty: 856.823730
	Iteration 25Q: 3 clusters Score -442640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -442640.562500 Penalty: 856.823730
	Iteration 26Q: 3 clusters Score -442640.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -442641.718750 Penalty: 856.823730
	Iteration 27Q: 3 clusters Score -442641.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -442644.250000 Penalty: 856.823730
	Iteration 28Q: 3 clusters Score -442644.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -442646.093750 Penalty: 856.823730
	Iteration 29Q: 3 clusters Score -442646.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -442648.687500 Penalty: 856.823730
	Iteration 30Q: 3 clusters Score -442648.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -442650.625000 Penalty: 856.823730
	Iteration 31Q: 3 clusters Score -442650.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -442652.093750 Penalty: 856.823730
	Iteration 32Q: 3 clusters Score -442652.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -442653.343750 Penalty: 856.823730
	Iteration 33Q: 3 clusters Score -442653.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -442654.093750 Penalty: 856.823730
	Iteration 34Q: 3 clusters Score -442654.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -442654.218750 Penalty: 856.823730
	Iteration 35Q: 3 clusters Score -442654.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -442654.031250 Penalty: 856.823730
	Iteration 36Q: 3 clusters Score -442654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -442654.437500 Penalty: 856.823730
	Iteration 37Q: 3 clusters Score -442654.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -442654.312500 Penalty: 856.823730
	Iteration 38Q: 3 clusters Score -442654.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -442655.343750 Penalty: 856.823730
	Iteration 39Q: 3 clusters Score -442655.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -442655.343750 Penalty: 856.823730
	Iteration 40F: 3 clusters Score -442655.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -38502.367188 Penalty: 318.680817
	Iteration 0F: 2 clusters Score -38502.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -37649.453125 Penalty: 637.361633
	Iteration 0F: 3 clusters Score -37649.45 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -37996.437500 Penalty: 637.361633
	Iteration 1F: 3 clusters Score -37996.44 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -38103.195312 Penalty: 637.361633
	Iteration 2F: 3 clusters Score -38103.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -38203.914062 Penalty: 637.361633
	Iteration 3F: 3 clusters Score -38203.91 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -38281.199219 Penalty: 637.361633
	Iteration 4F: 3 clusters Score -38281.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -38347.109375 Penalty: 637.361633
	Iteration 5F: 3 clusters Score -38347.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -38370.675781 Penalty: 637.361633
	Iteration 6Q: 3 clusters Score -38370.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -38383.074219 Penalty: 637.361633
	Iteration 7Q: 3 clusters Score -38383.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -38390.832031 Penalty: 637.361633
	Iteration 8Q: 3 clusters Score -38390.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -38394.011719 Penalty: 637.361633
	Iteration 9Q: 3 clusters Score -38394.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -38396.683594 Penalty: 637.361633
	Iteration 10Q: 3 clusters Score -38396.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -38399.242188 Penalty: 637.361633
	Iteration 11Q: 3 clusters Score -38399.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -38401.542969 Penalty: 637.361633
	Iteration 12Q: 3 clusters Score -38401.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -38404.574219 Penalty: 637.361633
	Iteration 13Q: 3 clusters Score -38404.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -38408.039062 Penalty: 637.361633
	Iteration 14Q: 3 clusters Score -38408.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -38410.113281 Penalty: 637.361633
	Iteration 15Q: 3 clusters Score -38410.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -38410.808594 Penalty: 637.361633
	Iteration 16Q: 3 clusters Score -38410.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -38412.660156 Penalty: 637.361633
	Iteration 17Q: 3 clusters Score -38412.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -38414.445312 Penalty: 637.361633
	Iteration 18Q: 3 clusters Score -38414.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -38415.734375 Penalty: 637.361633
	Iteration 19Q: 3 clusters Score -38415.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -38417.136719 Penalty: 637.361633
	Iteration 20F: 3 clusters Score -38417.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -38419.875000 Penalty: 637.361633
	Iteration 21Q: 3 clusters Score -38419.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -38423.113281 Penalty: 637.361633
	Iteration 22Q: 3 clusters Score -38423.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -38424.523438 Penalty: 637.361633
	Iteration 23Q: 3 clusters Score -38424.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -38425.886719 Penalty: 637.361633
	Iteration 24Q: 3 clusters Score -38425.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -38427.089844 Penalty: 637.361633
	Iteration 25Q: 3 clusters Score -38427.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -38427.371094 Penalty: 637.361633
	Iteration 26Q: 3 clusters Score -38427.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -38428.089844 Penalty: 637.361633
	Iteration 27Q: 3 clusters Score -38428.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -38428.089844 Penalty: 637.361633
	Iteration 28F: 3 clusters Score -38428.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -125909.023438 Penalty: 371.859192
	Iteration 0F: 2 clusters Score -125909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -123488.078125 Penalty: 743.718384
	Iteration 0F: 3 clusters Score -123488.1 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -124435.421875 Penalty: 743.718384
	Iteration 1F: 3 clusters Score -124435.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -124578.789062 Penalty: 743.718384
	Iteration 2F: 3 clusters Score -124578.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -124713.984375 Penalty: 743.718384
	Iteration 3F: 3 clusters Score -124714 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -124838.000000 Penalty: 743.718384
	Iteration 4F: 3 clusters Score -124838 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -124956.960938 Penalty: 743.718384
	Iteration 5F: 3 clusters Score -124957 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -125073.179688 Penalty: 743.718384
	Iteration 6Q: 3 clusters Score -125073.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -125175.875000 Penalty: 743.718384
	Iteration 7Q: 3 clusters Score -125175.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -125231.835938 Penalty: 743.718384
	Iteration 8Q: 3 clusters Score -125231.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -125270.984375 Penalty: 743.718384
	Iteration 9Q: 3 clusters Score -125271 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -125300.554688 Penalty: 743.718384
	Iteration 10Q: 3 clusters Score -125300.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -125320.921875 Penalty: 743.718384
	Iteration 11Q: 3 clusters Score -125320.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -125334.273438 Penalty: 743.718384
	Iteration 12Q: 3 clusters Score -125334.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -125342.867188 Penalty: 743.718384
	Iteration 13Q: 3 clusters Score -125342.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -125349.031250 Penalty: 743.718384
	Iteration 14Q: 3 clusters Score -125349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -125356.062500 Penalty: 743.718384
	Iteration 15Q: 3 clusters Score -125356.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -125362.335938 Penalty: 743.718384
	Iteration 16Q: 3 clusters Score -125362.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -125370.039062 Penalty: 743.718384
	Iteration 17Q: 3 clusters Score -125370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -125377.062500 Penalty: 743.718384
	Iteration 18Q: 3 clusters Score -125377.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -125380.835938 Penalty: 743.718384
	Iteration 19Q: 3 clusters Score -125380.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -125386.007812 Penalty: 743.718384
	Iteration 20F: 3 clusters Score -125386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -125391.296875 Penalty: 743.718384
	Iteration 21Q: 3 clusters Score -125391.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -125394.140625 Penalty: 743.718384
	Iteration 22Q: 3 clusters Score -125394.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -125396.898438 Penalty: 743.718384
	Iteration 23Q: 3 clusters Score -125396.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -125398.867188 Penalty: 743.718384
	Iteration 24Q: 3 clusters Score -125398.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -125400.093750 Penalty: 743.718384
	Iteration 25Q: 3 clusters Score -125400.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -125401.210938 Penalty: 743.718384
	Iteration 26Q: 3 clusters Score -125401.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -125403.664062 Penalty: 743.718384
	Iteration 27Q: 3 clusters Score -125403.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -125407.187500 Penalty: 743.718384
	Iteration 28Q: 3 clusters Score -125407.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -125411.054688 Penalty: 743.718384
	Iteration 29Q: 3 clusters Score -125411.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -125413.601562 Penalty: 743.718384
	Iteration 30Q: 3 clusters Score -125413.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -125418.203125 Penalty: 743.718384
	Iteration 31Q: 3 clusters Score -125418.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -125421.718750 Penalty: 743.718384
	Iteration 32Q: 3 clusters Score -125421.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -125426.335938 Penalty: 743.718384
	Iteration 33Q: 3 clusters Score -125426.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -125431.820312 Penalty: 743.718384
	Iteration 34Q: 3 clusters Score -125431.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -125438.492188 Penalty: 743.718384
	Iteration 35Q: 3 clusters Score -125438.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -125448.507812 Penalty: 743.718384
	Iteration 36Q: 3 clusters Score -125448.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -125462.937500 Penalty: 743.718384
	Iteration 37Q: 3 clusters Score -125462.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -125482.343750 Penalty: 743.718384
	Iteration 38Q: 3 clusters Score -125482.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -125495.500000 Penalty: 743.718384
	Iteration 39Q: 3 clusters Score -125495.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -125503.421875 Penalty: 743.718384
	Iteration 40F: 3 clusters Score -125503.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -125507.070312 Penalty: 743.718384
	Iteration 41Q: 3 clusters Score -125507.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -125510.664062 Penalty: 743.718384
	Iteration 42Q: 3 clusters Score -125510.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -125512.562500 Penalty: 743.718384
	Iteration 43Q: 3 clusters Score -125512.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -125516.023438 Penalty: 743.718384
	Iteration 44Q: 3 clusters Score -125516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -125519.210938 Penalty: 743.718384
	Iteration 45Q: 3 clusters Score -125519.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -125522.531250 Penalty: 743.718384
	Iteration 46Q: 3 clusters Score -125522.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -125525.343750 Penalty: 743.718384
	Iteration 47Q: 3 clusters Score -125525.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -125529.039062 Penalty: 743.718384
	Iteration 48Q: 3 clusters Score -125529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -125532.460938 Penalty: 743.718384
	Iteration 49Q: 3 clusters Score -125532.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -125538.585938 Penalty: 743.718384
	Iteration 50Q: 3 clusters Score -125538.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -125545.773438 Penalty: 743.718384
	Iteration 51Q: 3 clusters Score -125545.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -125546.781250 Penalty: 743.718384
	Iteration 52Q: 3 clusters Score -125546.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -125546.875000 Penalty: 743.718384
	Iteration 53Q: 3 clusters Score -125546.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -125546.953125 Penalty: 743.718384
	Iteration 54Q: 3 clusters Score -125547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -125546.953125 Penalty: 743.718384
	Iteration 55F: 3 clusters Score -125547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Entering Unmasked Estep 
Score: -298225.156250 Penalty: 410.190552
	Iteration 0F: 2 clusters Score -298225.2 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 4112 members 
Entering Unmasked Estep 
Score: -292704.718750 Penalty: 820.381104
	Iteration 0F: 3 clusters Score -292704.7 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -295228.000000 Penalty: 820.381104
	Iteration 1F: 3 clusters Score -295228 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -295821.093750 Penalty: 820.381104
	Iteration 2F: 3 clusters Score -295821.1 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -296366.250000 Penalty: 820.381104
	Iteration 3F: 3 clusters Score -296366.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -296699.218750 Penalty: 820.381104
	Iteration 4F: 3 clusters Score -296699.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -296880.125000 Penalty: 820.381104
	Iteration 5Q: 3 clusters Score -296880.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -296967.093750 Penalty: 820.381104
	Iteration 6Q: 3 clusters Score -296967.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -297004.062500 Penalty: 820.381104
	Iteration 7Q: 3 clusters Score -297004.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -297032.781250 Penalty: 820.381104
	Iteration 8Q: 3 clusters Score -297032.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -297056.937500 Penalty: 820.381104
	Iteration 9Q: 3 clusters Score -297056.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -297080.687500 Penalty: 820.381104
	Iteration 10Q: 3 clusters Score -297080.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -297100.687500 Penalty: 820.381104
	Iteration 11Q: 3 clusters Score -297100.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -297119.687500 Penalty: 820.381104
	Iteration 12Q: 3 clusters Score -297119.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -297135.687500 Penalty: 820.381104
	Iteration 13Q: 3 clusters Score -297135.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -297150.531250 Penalty: 820.381104
	Iteration 14Q: 3 clusters Score -297150.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -297163.312500 Penalty: 820.381104
	Iteration 15Q: 3 clusters Score -297163.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -297174.562500 Penalty: 820.381104
	Iteration 16Q: 3 clusters Score -297174.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -297180.218750 Penalty: 820.381104
	Iteration 17Q: 3 clusters Score -297180.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -297184.093750 Penalty: 820.381104
	Iteration 18Q: 3 clusters Score -297184.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -297187.125000 Penalty: 820.381104
	Iteration 19Q: 3 clusters Score -297187.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -297188.656250 Penalty: 820.381104
	Iteration 20F: 3 clusters Score -297188.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -297190.812500 Penalty: 820.381104
	Iteration 21Q: 3 clusters Score -297190.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -297195.750000 Penalty: 820.381104
	Iteration 22Q: 3 clusters Score -297195.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -297201.812500 Penalty: 820.381104
	Iteration 23Q: 3 clusters Score -297201.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -297206.843750 Penalty: 820.381104
	Iteration 24Q: 3 clusters Score -297206.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -297211.906250 Penalty: 820.381104
	Iteration 25Q: 3 clusters Score -297211.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -297214.906250 Penalty: 820.381104
	Iteration 26Q: 3 clusters Score -297214.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -297216.781250 Penalty: 820.381104
	Iteration 27Q: 3 clusters Score -297216.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -297219.125000 Penalty: 820.381104
	Iteration 28Q: 3 clusters Score -297219.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -297221.000000 Penalty: 820.381104
	Iteration 29Q: 3 clusters Score -297221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -297222.281250 Penalty: 820.381104
	Iteration 30Q: 3 clusters Score -297222.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -297224.343750 Penalty: 820.381104
	Iteration 31Q: 3 clusters Score -297224.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -297226.375000 Penalty: 820.381104
	Iteration 32Q: 3 clusters Score -297226.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -297229.156250 Penalty: 820.381104
	Iteration 33Q: 3 clusters Score -297229.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -297231.906250 Penalty: 820.381104
	Iteration 34Q: 3 clusters Score -297231.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -297235.187500 Penalty: 820.381104
	Iteration 35Q: 3 clusters Score -297235.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -297235.687500 Penalty: 820.381104
	Iteration 36Q: 3 clusters Score -297235.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -297238.500000 Penalty: 820.381104
	Iteration 37Q: 3 clusters Score -297238.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -297244.156250 Penalty: 820.381104
	Iteration 38Q: 3 clusters Score -297244.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -297249.687500 Penalty: 820.381104
	Iteration 39Q: 3 clusters Score -297249.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -297256.375000 Penalty: 820.381104
	Iteration 40F: 3 clusters Score -297256.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -297266.656250 Penalty: 820.381104
	Iteration 41Q: 3 clusters Score -297266.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -297274.281250 Penalty: 820.381104
	Iteration 42Q: 3 clusters Score -297274.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -297282.687500 Penalty: 820.381104
	Iteration 43Q: 3 clusters Score -297282.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -297287.312500 Penalty: 820.381104
	Iteration 44Q: 3 clusters Score -297287.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -297293.968750 Penalty: 820.381104
	Iteration 45Q: 3 clusters Score -297294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -297300.937500 Penalty: 820.381104
	Iteration 46Q: 3 clusters Score -297300.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -297309.125000 Penalty: 820.381104
	Iteration 47Q: 3 clusters Score -297309.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -297319.281250 Penalty: 820.381104
	Iteration 48Q: 3 clusters Score -297319.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -297333.343750 Penalty: 820.381104
	Iteration 49Q: 3 clusters Score -297333.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -297343.593750 Penalty: 820.381104
	Iteration 50Q: 3 clusters Score -297343.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -297354.156250 Penalty: 820.381104
	Iteration 51Q: 3 clusters Score -297354.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -297367.906250 Penalty: 820.381104
	Iteration 52Q: 3 clusters Score -297367.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -297382.093750 Penalty: 820.381104
	Iteration 53Q: 3 clusters Score -297382.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -297402.281250 Penalty: 820.381104
	Iteration 54Q: 3 clusters Score -297402.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -297427.437500 Penalty: 820.381104
	Iteration 55Q: 3 clusters Score -297427.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -297457.437500 Penalty: 820.381104
	Iteration 56Q: 3 clusters Score -297457.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -297501.281250 Penalty: 820.381104
	Iteration 57Q: 3 clusters Score -297501.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -297541.093750 Penalty: 820.381104
	Iteration 58Q: 3 clusters Score -297541.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -297586.593750 Penalty: 820.381104
	Iteration 59Q: 3 clusters Score -297586.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -297635.156250 Penalty: 820.381104
	Iteration 60F: 3 clusters Score -297635.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -297677.406250 Penalty: 820.381104
	Iteration 61Q: 3 clusters Score -297677.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -297731.312500 Penalty: 820.381104
	Iteration 62Q: 3 clusters Score -297731.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -297783.250000 Penalty: 820.381104
	Iteration 63Q: 3 clusters Score -297783.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -297828.875000 Penalty: 820.381104
	Iteration 64Q: 3 clusters Score -297828.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -297867.687500 Penalty: 820.381104
	Iteration 65Q: 3 clusters Score -297867.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -297904.375000 Penalty: 820.381104
	Iteration 66Q: 3 clusters Score -297904.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -297930.000000 Penalty: 820.381104
	Iteration 67Q: 3 clusters Score -297930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -297961.218750 Penalty: 820.381104
	Iteration 68Q: 3 clusters Score -297961.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -298000.718750 Penalty: 820.381104
	Iteration 69Q: 3 clusters Score -298000.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -298045.562500 Penalty: 820.381104
	Iteration 70Q: 3 clusters Score -298045.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -298067.156250 Penalty: 820.381104
	Iteration 71Q: 3 clusters Score -298067.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -298080.218750 Penalty: 820.381104
	Iteration 72Q: 3 clusters Score -298080.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -298093.656250 Penalty: 820.381104
	Iteration 73Q: 3 clusters Score -298093.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -298107.312500 Penalty: 820.381104
	Iteration 74Q: 3 clusters Score -298107.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -298116.687500 Penalty: 820.381104
	Iteration 75Q: 3 clusters Score -298116.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -298124.375000 Penalty: 820.381104
	Iteration 76Q: 3 clusters Score -298124.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -298135.281250 Penalty: 820.381104
	Iteration 77Q: 3 clusters Score -298135.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -298147.250000 Penalty: 820.381104
	Iteration 78Q: 3 clusters Score -298147.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -298156.937500 Penalty: 820.381104
	Iteration 79Q: 3 clusters Score -298156.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -298162.281250 Penalty: 820.381104
	Iteration 80F: 3 clusters Score -298162.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -298164.000000 Penalty: 820.381104
	Iteration 81Q: 3 clusters Score -298164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -298165.750000 Penalty: 820.381104
	Iteration 82Q: 3 clusters Score -298165.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -298165.343750 Penalty: 820.381104
	Iteration 83Q: 3 clusters Score -298165.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -298165.281250 Penalty: 820.381104
	Iteration 84Q: 3 clusters Score -298165.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -298165.937500 Penalty: 820.381104
	Iteration 85Q: 3 clusters Score -298165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -298166.406250 Penalty: 820.381104
	Iteration 86Q: 3 clusters Score -298166.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -298166.625000 Penalty: 820.381104
	Iteration 87Q: 3 clusters Score -298166.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -298167.625000 Penalty: 820.381104
	Iteration 88Q: 3 clusters Score -298167.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -298168.437500 Penalty: 820.381104
	Iteration 89Q: 3 clusters Score -298168.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -298170.281250 Penalty: 820.381104
	Iteration 90Q: 3 clusters Score -298170.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -298170.531250 Penalty: 820.381104
	Iteration 91Q: 3 clusters Score -298170.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -298170.531250 Penalty: 820.381104
	Iteration 92F: 3 clusters Score -298170.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (565880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565880 members 
Entering Unmasked Estep 
Score: -21797800.000000 Penalty: 602.699280
	Iteration 0F: 2 clusters Score -2.17978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283316 members 
Mstep: Class 2 contains 282564 members 
Entering Unmasked Estep 
Score: -21441180.000000 Penalty: 1205.398560
	Iteration 0F: 3 clusters Score -2.144118e+07 nChanged 280848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286140 members 
Mstep: Class 2 contains 279740 members 
Entering Unmasked Estep 
Score: -21618484.000000 Penalty: 1205.398560
	Iteration 1F: 3 clusters Score -2.161848e+07 nChanged 23866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287064 members 
Mstep: Class 2 contains 278816 members 
Entering Unmasked Estep 
Score: -21628372.000000 Penalty: 1205.398560
	Iteration 2Q: 3 clusters Score -2.162837e+07 nChanged 28711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288631 members 
Mstep: Class 2 contains 277249 members 
Entering Unmasked Estep 
Score: -21642536.000000 Penalty: 1205.398560
	Iteration 3F: 3 clusters Score -2.164254e+07 nChanged 31556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292801 members 
Mstep: Class 2 contains 273079 members 
Entering Unmasked Estep 
Score: -21659992.000000 Penalty: 1205.398560
	Iteration 4F: 3 clusters Score -2.165999e+07 nChanged 32738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299959 members 
Mstep: Class 2 contains 265921 members 
Entering Unmasked Estep 
Score: -21679204.000000 Penalty: 1205.398560
	Iteration 5F: 3 clusters Score -2.16792e+07 nChanged 32013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308530 members 
Mstep: Class 2 contains 257350 members 
Entering Unmasked Estep 
Score: -21697160.000000 Penalty: 1205.398560
	Iteration 6F: 3 clusters Score -2.169716e+07 nChanged 29372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316380 members 
Mstep: Class 2 contains 249500 members 
Entering Unmasked Estep 
Score: -21712042.000000 Penalty: 1205.398560
	Iteration 7F: 3 clusters Score -2.171204e+07 nChanged 25211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322439 members 
Mstep: Class 2 contains 243441 members 
Entering Unmasked Estep 
Score: -21722020.000000 Penalty: 1205.398560
	Iteration 8Q: 3 clusters Score -2.172202e+07 nChanged 20302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326253 members 
Mstep: Class 2 contains 239627 members 
Entering Unmasked Estep 
Score: -21728424.000000 Penalty: 1205.398560
	Iteration 9Q: 3 clusters Score -2.172842e+07 nChanged 15670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328075 members 
Mstep: Class 2 contains 237805 members 
Entering Unmasked Estep 
Score: -21732602.000000 Penalty: 1205.398560
	Iteration 10Q: 3 clusters Score -2.17326e+07 nChanged 11428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328501 members 
Mstep: Class 2 contains 237379 members 
Entering Unmasked Estep 
Score: -21734360.000000 Penalty: 1205.398560
	Iteration 11Q: 3 clusters Score -2.173436e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328293 members 
Mstep: Class 2 contains 237587 members 
Entering Unmasked Estep 
Score: -21735242.000000 Penalty: 1205.398560
	Iteration 12Q: 3 clusters Score -2.173524e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327791 members 
Mstep: Class 2 contains 238089 members 
Entering Unmasked Estep 
Score: -21735626.000000 Penalty: 1205.398560
	Iteration 13Q: 3 clusters Score -2.173563e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327178 members 
Mstep: Class 2 contains 238702 members 
Entering Unmasked Estep 
Score: -21736064.000000 Penalty: 1205.398560
	Iteration 14Q: 3 clusters Score -2.173606e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326680 members 
Mstep: Class 2 contains 239200 members 
Entering Unmasked Estep 
Score: -21736324.000000 Penalty: 1205.398560
	Iteration 15Q: 3 clusters Score -2.173632e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326363 members 
Mstep: Class 2 contains 239517 members 
Entering Unmasked Estep 
Score: -21736498.000000 Penalty: 1205.398560
	Iteration 16Q: 3 clusters Score -2.17365e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326007 members 
Mstep: Class 2 contains 239873 members 
Entering Unmasked Estep 
Score: -21736744.000000 Penalty: 1205.398560
	Iteration 17Q: 3 clusters Score -2.173674e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325708 members 
Mstep: Class 2 contains 240172 members 
Entering Unmasked Estep 
Score: -21736938.000000 Penalty: 1205.398560
	Iteration 18Q: 3 clusters Score -2.173694e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325485 members 
Mstep: Class 2 contains 240395 members 
Entering Unmasked Estep 
Score: -21737194.000000 Penalty: 1205.398560
	Iteration 19Q: 3 clusters Score -2.173719e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325277 members 
Mstep: Class 2 contains 240603 members 
Entering Unmasked Estep 
Score: -21737180.000000 Penalty: 1205.398560
	Iteration 20F: 3 clusters Score -2.173718e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325140 members 
Mstep: Class 2 contains 240740 members 
Entering Unmasked Estep 
Score: -21737318.000000 Penalty: 1205.398560
	Iteration 21Q: 3 clusters Score -2.173732e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325013 members 
Mstep: Class 2 contains 240867 members 
Entering Unmasked Estep 
Score: -21737608.000000 Penalty: 1205.398560
	Iteration 22Q: 3 clusters Score -2.173761e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324876 members 
Mstep: Class 2 contains 241004 members 
Entering Unmasked Estep 
Score: -21737834.000000 Penalty: 1205.398560
	Iteration 23Q: 3 clusters Score -2.173783e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324832 members 
Mstep: Class 2 contains 241048 members 
Entering Unmasked Estep 
Score: -21737956.000000 Penalty: 1205.398560
	Iteration 24Q: 3 clusters Score -2.173796e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324782 members 
Mstep: Class 2 contains 241098 members 
Entering Unmasked Estep 
Score: -21738084.000000 Penalty: 1205.398560
	Iteration 25Q: 3 clusters Score -2.173808e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324731 members 
Mstep: Class 2 contains 241149 members 
Entering Unmasked Estep 
Score: -21738240.000000 Penalty: 1205.398560
	Iteration 26Q: 3 clusters Score -2.173824e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324589 members 
Mstep: Class 2 contains 241291 members 
Entering Unmasked Estep 
Score: -21738352.000000 Penalty: 1205.398560
	Iteration 27Q: 3 clusters Score -2.173835e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324407 members 
Mstep: Class 2 contains 241473 members 
Entering Unmasked Estep 
Score: -21738606.000000 Penalty: 1205.398560
	Iteration 28Q: 3 clusters Score -2.173861e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324339 members 
Mstep: Class 2 contains 241541 members 
Entering Unmasked Estep 
Score: -21738786.000000 Penalty: 1205.398560
	Iteration 29Q: 3 clusters Score -2.173879e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324274 members 
Mstep: Class 2 contains 241606 members 
Entering Unmasked Estep 
Score: -21739094.000000 Penalty: 1205.398560
	Iteration 30Q: 3 clusters Score -2.173909e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324237 members 
Mstep: Class 2 contains 241643 members 
Entering Unmasked Estep 
Score: -21739324.000000 Penalty: 1205.398560
	Iteration 31Q: 3 clusters Score -2.173932e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324235 members 
Mstep: Class 2 contains 241645 members 
Entering Unmasked Estep 
Score: -21739476.000000 Penalty: 1205.398560
	Iteration 32Q: 3 clusters Score -2.173948e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324156 members 
Mstep: Class 2 contains 241724 members 
Entering Unmasked Estep 
Score: -21739590.000000 Penalty: 1205.398560
	Iteration 33Q: 3 clusters Score -2.173959e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324155 members 
Mstep: Class 2 contains 241725 members 
Entering Unmasked Estep 
Score: -21739742.000000 Penalty: 1205.398560
	Iteration 34Q: 3 clusters Score -2.173974e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324127 members 
Mstep: Class 2 contains 241753 members 
Entering Unmasked Estep 
Score: -21739998.000000 Penalty: 1205.398560
	Iteration 35Q: 3 clusters Score -2.174e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324099 members 
Mstep: Class 2 contains 241781 members 
Entering Unmasked Estep 
Score: -21740316.000000 Penalty: 1205.398560
	Iteration 36Q: 3 clusters Score -2.174032e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324113 members 
Mstep: Class 2 contains 241767 members 
Entering Unmasked Estep 
Score: -21740452.000000 Penalty: 1205.398560
	Iteration 37Q: 3 clusters Score -2.174045e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324115 members 
Mstep: Class 2 contains 241765 members 
Entering Unmasked Estep 
Score: -21740606.000000 Penalty: 1205.398560
	Iteration 38Q: 3 clusters Score -2.174061e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324085 members 
Mstep: Class 2 contains 241795 members 
Entering Unmasked Estep 
Score: -21740790.000000 Penalty: 1205.398560
	Iteration 39Q: 3 clusters Score -2.174079e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324099 members 
Mstep: Class 2 contains 241781 members 
Entering Unmasked Estep 
Score: -21740920.000000 Penalty: 1205.398560
	Iteration 40F: 3 clusters Score -2.174092e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324146 members 
Mstep: Class 2 contains 241734 members 
Entering Unmasked Estep 
Score: -21741046.000000 Penalty: 1205.398560
	Iteration 41Q: 3 clusters Score -2.174105e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324203 members 
Mstep: Class 2 contains 241677 members 
Entering Unmasked Estep 
Score: -21741176.000000 Penalty: 1205.398560
	Iteration 42Q: 3 clusters Score -2.174118e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324181 members 
Mstep: Class 2 contains 241699 members 
Entering Unmasked Estep 
Score: -21741256.000000 Penalty: 1205.398560
	Iteration 43Q: 3 clusters Score -2.174126e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324172 members 
Mstep: Class 2 contains 241708 members 
Entering Unmasked Estep 
Score: -21741472.000000 Penalty: 1205.398560
	Iteration 44Q: 3 clusters Score -2.174147e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324147 members 
Mstep: Class 2 contains 241733 members 
Entering Unmasked Estep 
Score: -21741632.000000 Penalty: 1205.398560
	Iteration 45Q: 3 clusters Score -2.174163e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324058 members 
Mstep: Class 2 contains 241822 members 
Entering Unmasked Estep 
Score: -21741738.000000 Penalty: 1205.398560
	Iteration 46Q: 3 clusters Score -2.174174e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324016 members 
Mstep: Class 2 contains 241864 members 
Entering Unmasked Estep 
Score: -21741938.000000 Penalty: 1205.398560
	Iteration 47Q: 3 clusters Score -2.174194e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323993 members 
Mstep: Class 2 contains 241887 members 
Entering Unmasked Estep 
Score: -21742200.000000 Penalty: 1205.398560
	Iteration 48Q: 3 clusters Score -2.17422e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323989 members 
Mstep: Class 2 contains 241891 members 
Entering Unmasked Estep 
Score: -21742448.000000 Penalty: 1205.398560
	Iteration 49Q: 3 clusters Score -2.174245e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323995 members 
Mstep: Class 2 contains 241885 members 
Entering Unmasked Estep 
Score: -21742580.000000 Penalty: 1205.398560
	Iteration 50Q: 3 clusters Score -2.174258e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324047 members 
Mstep: Class 2 contains 241833 members 
Entering Unmasked Estep 
Score: -21742642.000000 Penalty: 1205.398560
	Iteration 51Q: 3 clusters Score -2.174264e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324202 members 
Mstep: Class 2 contains 241678 members 
Entering Unmasked Estep 
Score: -21742732.000000 Penalty: 1205.398560
	Iteration 52Q: 3 clusters Score -2.174273e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324302 members 
Mstep: Class 2 contains 241578 members 
Entering Unmasked Estep 
Score: -21742782.000000 Penalty: 1205.398560
	Iteration 53Q: 3 clusters Score -2.174278e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324410 members 
Mstep: Class 2 contains 241470 members 
Entering Unmasked Estep 
Score: -21743050.000000 Penalty: 1205.398560
	Iteration 54Q: 3 clusters Score -2.174305e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324515 members 
Mstep: Class 2 contains 241365 members 
Entering Unmasked Estep 
Score: -21743126.000000 Penalty: 1205.398560
	Iteration 55Q: 3 clusters Score -2.174313e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324644 members 
Mstep: Class 2 contains 241236 members 
Entering Unmasked Estep 
Score: -21743370.000000 Penalty: 1205.398560
	Iteration 56Q: 3 clusters Score -2.174337e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324770 members 
Mstep: Class 2 contains 241110 members 
Entering Unmasked Estep 
Score: -21743404.000000 Penalty: 1205.398560
	Iteration 57Q: 3 clusters Score -2.17434e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324851 members 
Mstep: Class 2 contains 241029 members 
Entering Unmasked Estep 
Score: -21743420.000000 Penalty: 1205.398560
	Iteration 58Q: 3 clusters Score -2.174342e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324990 members 
Mstep: Class 2 contains 240890 members 
Entering Unmasked Estep 
Score: -21743430.000000 Penalty: 1205.398560
	Iteration 59Q: 3 clusters Score -2.174343e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325101 members 
Mstep: Class 2 contains 240779 members 
Entering Unmasked Estep 
Score: -21743538.000000 Penalty: 1205.398560
	Iteration 60F: 3 clusters Score -2.174354e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325284 members 
Mstep: Class 2 contains 240596 members 
Entering Unmasked Estep 
Score: -21743536.000000 Penalty: 1205.398560
	Iteration 61Q: 3 clusters Score -2.174354e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325540 members 
Mstep: Class 2 contains 240340 members 
Entering Unmasked Estep 
Score: -21743576.000000 Penalty: 1205.398560
	Iteration 62Q: 3 clusters Score -2.174358e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325714 members 
Mstep: Class 2 contains 240166 members 
Entering Unmasked Estep 
Score: -21743740.000000 Penalty: 1205.398560
	Iteration 63Q: 3 clusters Score -2.174374e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325926 members 
Mstep: Class 2 contains 239954 members 
Entering Unmasked Estep 
Score: -21743752.000000 Penalty: 1205.398560
	Iteration 64Q: 3 clusters Score -2.174375e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326113 members 
Mstep: Class 2 contains 239767 members 
Entering Unmasked Estep 
Score: -21743822.000000 Penalty: 1205.398560
	Iteration 65Q: 3 clusters Score -2.174382e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326271 members 
Mstep: Class 2 contains 239609 members 
Entering Unmasked Estep 
Score: -21743900.000000 Penalty: 1205.398560
	Iteration 66Q: 3 clusters Score -2.17439e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326456 members 
Mstep: Class 2 contains 239424 members 
Entering Unmasked Estep 
Score: -21744068.000000 Penalty: 1205.398560
	Iteration 67Q: 3 clusters Score -2.174407e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326686 members 
Mstep: Class 2 contains 239194 members 
Entering Unmasked Estep 
Score: -21744190.000000 Penalty: 1205.398560
	Iteration 68Q: 3 clusters Score -2.174419e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326897 members 
Mstep: Class 2 contains 238983 members 
Entering Unmasked Estep 
Score: -21744302.000000 Penalty: 1205.398560
	Iteration 69Q: 3 clusters Score -2.17443e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327142 members 
Mstep: Class 2 contains 238738 members 
Entering Unmasked Estep 
Score: -21744340.000000 Penalty: 1205.398560
	Iteration 70Q: 3 clusters Score -2.174434e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327416 members 
Mstep: Class 2 contains 238464 members 
Entering Unmasked Estep 
Score: -21744418.000000 Penalty: 1205.398560
	Iteration 71Q: 3 clusters Score -2.174442e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327719 members 
Mstep: Class 2 contains 238161 members 
Entering Unmasked Estep 
Score: -21744426.000000 Penalty: 1205.398560
	Iteration 72Q: 3 clusters Score -2.174443e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328053 members 
Mstep: Class 2 contains 237827 members 
Entering Unmasked Estep 
Score: -21744398.000000 Penalty: 1205.398560
	Iteration 73Q: 3 clusters Score -2.17444e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328362 members 
Mstep: Class 2 contains 237518 members 
Entering Unmasked Estep 
Score: -21744478.000000 Penalty: 1205.398560
	Iteration 74Q: 3 clusters Score -2.174448e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328676 members 
Mstep: Class 2 contains 237204 members 
Entering Unmasked Estep 
Score: -21744466.000000 Penalty: 1205.398560
	Iteration 75Q: 3 clusters Score -2.174447e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329026 members 
Mstep: Class 2 contains 236854 members 
Entering Unmasked Estep 
Score: -21744514.000000 Penalty: 1205.398560
	Iteration 76Q: 3 clusters Score -2.174451e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329380 members 
Mstep: Class 2 contains 236500 members 
Entering Unmasked Estep 
Score: -21744548.000000 Penalty: 1205.398560
	Iteration 77Q: 3 clusters Score -2.174455e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329726 members 
Mstep: Class 2 contains 236154 members 
Entering Unmasked Estep 
Score: -21744568.000000 Penalty: 1205.398560
	Iteration 78Q: 3 clusters Score -2.174457e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330083 members 
Mstep: Class 2 contains 235797 members 
Entering Unmasked Estep 
Score: -21744652.000000 Penalty: 1205.398560
	Iteration 79Q: 3 clusters Score -2.174465e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330367 members 
Mstep: Class 2 contains 235513 members 
Entering Unmasked Estep 
Score: -21744748.000000 Penalty: 1205.398560
	Iteration 80F: 3 clusters Score -2.174475e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330625 members 
Mstep: Class 2 contains 235255 members 
Entering Unmasked Estep 
Score: -21744802.000000 Penalty: 1205.398560
	Iteration 81Q: 3 clusters Score -2.17448e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330874 members 
Mstep: Class 2 contains 235006 members 
Entering Unmasked Estep 
Score: -21744798.000000 Penalty: 1205.398560
	Iteration 82Q: 3 clusters Score -2.17448e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331182 members 
Mstep: Class 2 contains 234698 members 
Entering Unmasked Estep 
Score: -21744858.000000 Penalty: 1205.398560
	Iteration 83Q: 3 clusters Score -2.174486e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331514 members 
Mstep: Class 2 contains 234366 members 
Entering Unmasked Estep 
Score: -21744878.000000 Penalty: 1205.398560
	Iteration 84Q: 3 clusters Score -2.174488e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331833 members 
Mstep: Class 2 contains 234047 members 
Entering Unmasked Estep 
Score: -21744930.000000 Penalty: 1205.398560
	Iteration 85Q: 3 clusters Score -2.174493e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332171 members 
Mstep: Class 2 contains 233709 members 
Entering Unmasked Estep 
Score: -21744890.000000 Penalty: 1205.398560
	Iteration 86Q: 3 clusters Score -2.174489e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332493 members 
Mstep: Class 2 contains 233387 members 
Entering Unmasked Estep 
Score: -21744900.000000 Penalty: 1205.398560
	Iteration 87Q: 3 clusters Score -2.17449e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332785 members 
Mstep: Class 2 contains 233095 members 
Entering Unmasked Estep 
Score: -21744900.000000 Penalty: 1205.398560
	Iteration 88Q: 3 clusters Score -2.17449e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333064 members 
Mstep: Class 2 contains 232816 members 
Entering Unmasked Estep 
Score: -21744904.000000 Penalty: 1205.398560
	Iteration 89Q: 3 clusters Score -2.17449e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333392 members 
Mstep: Class 2 contains 232488 members 
Entering Unmasked Estep 
Score: -21744884.000000 Penalty: 1205.398560
	Iteration 90Q: 3 clusters Score -2.174488e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333725 members 
Mstep: Class 2 contains 232155 members 
Entering Unmasked Estep 
Score: -21744856.000000 Penalty: 1205.398560
	Iteration 91Q: 3 clusters Score -2.174486e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334075 members 
Mstep: Class 2 contains 231805 members 
Entering Unmasked Estep 
Score: -21744852.000000 Penalty: 1205.398560
	Iteration 92Q: 3 clusters Score -2.174485e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334394 members 
Mstep: Class 2 contains 231486 members 
Entering Unmasked Estep 
Score: -21744930.000000 Penalty: 1205.398560
	Iteration 93Q: 3 clusters Score -2.174493e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334694 members 
Mstep: Class 2 contains 231186 members 
Entering Unmasked Estep 
Score: -21744914.000000 Penalty: 1205.398560
	Iteration 94Q: 3 clusters Score -2.174491e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334984 members 
Mstep: Class 2 contains 230896 members 
Entering Unmasked Estep 
Score: -21744910.000000 Penalty: 1205.398560
	Iteration 95Q: 3 clusters Score -2.174491e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335260 members 
Mstep: Class 2 contains 230620 members 
Entering Unmasked Estep 
Score: -21744896.000000 Penalty: 1205.398560
	Iteration 96Q: 3 clusters Score -2.17449e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335541 members 
Mstep: Class 2 contains 230339 members 
Entering Unmasked Estep 
Score: -21744888.000000 Penalty: 1205.398560
	Iteration 97Q: 3 clusters Score -2.174489e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335798 members 
Mstep: Class 2 contains 230082 members 
Entering Unmasked Estep 
Score: -21744916.000000 Penalty: 1205.398560
	Iteration 98Q: 3 clusters Score -2.174492e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336034 members 
Mstep: Class 2 contains 229846 members 
Entering Unmasked Estep 
Score: -21744930.000000 Penalty: 1205.398560
	Iteration 99Q: 3 clusters Score -2.174493e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336276 members 
Mstep: Class 2 contains 229604 members 
Entering Unmasked Estep 
Score: -21744972.000000 Penalty: 1205.398560
	Iteration 100F: 3 clusters Score -2.174497e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336487 members 
Mstep: Class 2 contains 229393 members 
Entering Unmasked Estep 
Score: -21744966.000000 Penalty: 1205.398560
	Iteration 101Q: 3 clusters Score -2.174497e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336718 members 
Mstep: Class 2 contains 229162 members 
Entering Unmasked Estep 
Score: -21745036.000000 Penalty: 1205.398560
	Iteration 102Q: 3 clusters Score -2.174504e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336978 members 
Mstep: Class 2 contains 228902 members 
Entering Unmasked Estep 
Score: -21744978.000000 Penalty: 1205.398560
	Iteration 103Q: 3 clusters Score -2.174498e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337268 members 
Mstep: Class 2 contains 228612 members 
Entering Unmasked Estep 
Score: -21744938.000000 Penalty: 1205.398560
	Iteration 104Q: 3 clusters Score -2.174494e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337541 members 
Mstep: Class 2 contains 228339 members 
Entering Unmasked Estep 
Score: -21744910.000000 Penalty: 1205.398560
	Iteration 105Q: 3 clusters Score -2.174491e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337783 members 
Mstep: Class 2 contains 228097 members 
Entering Unmasked Estep 
Score: -21744920.000000 Penalty: 1205.398560
	Iteration 106Q: 3 clusters Score -2.174492e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338009 members 
Mstep: Class 2 contains 227871 members 
Entering Unmasked Estep 
Score: -21744900.000000 Penalty: 1205.398560
	Iteration 107Q: 3 clusters Score -2.17449e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338229 members 
Mstep: Class 2 contains 227651 members 
Entering Unmasked Estep 
Score: -21744896.000000 Penalty: 1205.398560
	Iteration 108Q: 3 clusters Score -2.17449e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338442 members 
Mstep: Class 2 contains 227438 members 
Entering Unmasked Estep 
Score: -21744844.000000 Penalty: 1205.398560
	Iteration 109Q: 3 clusters Score -2.174484e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338648 members 
Mstep: Class 2 contains 227232 members 
Entering Unmasked Estep 
Score: -21744830.000000 Penalty: 1205.398560
	Iteration 110Q: 3 clusters Score -2.174483e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338844 members 
Mstep: Class 2 contains 227036 members 
Entering Unmasked Estep 
Score: -21744818.000000 Penalty: 1205.398560
	Iteration 111Q: 3 clusters Score -2.174482e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339007 members 
Mstep: Class 2 contains 226873 members 
Entering Unmasked Estep 
Score: -21744802.000000 Penalty: 1205.398560
	Iteration 112Q: 3 clusters Score -2.17448e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339147 members 
Mstep: Class 2 contains 226733 members 
Entering Unmasked Estep 
Score: -21744806.000000 Penalty: 1205.398560
	Iteration 113Q: 3 clusters Score -2.174481e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339298 members 
Mstep: Class 2 contains 226582 members 
Entering Unmasked Estep 
Score: -21744820.000000 Penalty: 1205.398560
	Iteration 114Q: 3 clusters Score -2.174482e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339456 members 
Mstep: Class 2 contains 226424 members 
Entering Unmasked Estep 
Score: -21744730.000000 Penalty: 1205.398560
	Iteration 115Q: 3 clusters Score -2.174473e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339626 members 
Mstep: Class 2 contains 226254 members 
Entering Unmasked Estep 
Score: -21744718.000000 Penalty: 1205.398560
	Iteration 116Q: 3 clusters Score -2.174472e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339775 members 
Mstep: Class 2 contains 226105 members 
Entering Unmasked Estep 
Score: -21744704.000000 Penalty: 1205.398560
	Iteration 117Q: 3 clusters Score -2.17447e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339931 members 
Mstep: Class 2 contains 225949 members 
Entering Unmasked Estep 
Score: -21744688.000000 Penalty: 1205.398560
	Iteration 118Q: 3 clusters Score -2.174469e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340083 members 
Mstep: Class 2 contains 225797 members 
Entering Unmasked Estep 
Score: -21744708.000000 Penalty: 1205.398560
	Iteration 119Q: 3 clusters Score -2.174471e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340236 members 
Mstep: Class 2 contains 225644 members 
Entering Unmasked Estep 
Score: -21744662.000000 Penalty: 1205.398560
	Iteration 120F: 3 clusters Score -2.174466e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340397 members 
Mstep: Class 2 contains 225483 members 
Entering Unmasked Estep 
Score: -21744582.000000 Penalty: 1205.398560
	Iteration 121Q: 3 clusters Score -2.174458e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340521 members 
Mstep: Class 2 contains 225359 members 
Entering Unmasked Estep 
Score: -21744536.000000 Penalty: 1205.398560
	Iteration 122Q: 3 clusters Score -2.174454e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340663 members 
Mstep: Class 2 contains 225217 members 
Entering Unmasked Estep 
Score: -21744542.000000 Penalty: 1205.398560
	Iteration 123Q: 3 clusters Score -2.174454e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340795 members 
Mstep: Class 2 contains 225085 members 
Entering Unmasked Estep 
Score: -21744540.000000 Penalty: 1205.398560
	Iteration 124Q: 3 clusters Score -2.174454e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340926 members 
Mstep: Class 2 contains 224954 members 
Entering Unmasked Estep 
Score: -21744562.000000 Penalty: 1205.398560
	Iteration 125Q: 3 clusters Score -2.174456e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341056 members 
Mstep: Class 2 contains 224824 members 
Entering Unmasked Estep 
Score: -21744532.000000 Penalty: 1205.398560
	Iteration 126Q: 3 clusters Score -2.174453e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341178 members 
Mstep: Class 2 contains 224702 members 
Entering Unmasked Estep 
Score: -21744474.000000 Penalty: 1205.398560
	Iteration 127Q: 3 clusters Score -2.174447e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341312 members 
Mstep: Class 2 contains 224568 members 
Entering Unmasked Estep 
Score: -21744472.000000 Penalty: 1205.398560
	Iteration 128Q: 3 clusters Score -2.174447e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341451 members 
Mstep: Class 2 contains 224429 members 
Entering Unmasked Estep 
Score: -21744474.000000 Penalty: 1205.398560
	Iteration 129Q: 3 clusters Score -2.174447e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341598 members 
Mstep: Class 2 contains 224282 members 
Entering Unmasked Estep 
Score: -21744398.000000 Penalty: 1205.398560
	Iteration 130Q: 3 clusters Score -2.17444e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341725 members 
Mstep: Class 2 contains 224155 members 
Entering Unmasked Estep 
Score: -21744362.000000 Penalty: 1205.398560
	Iteration 131Q: 3 clusters Score -2.174436e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341803 members 
Mstep: Class 2 contains 224077 members 
Entering Unmasked Estep 
Score: -21744356.000000 Penalty: 1205.398560
	Iteration 132Q: 3 clusters Score -2.174436e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341883 members 
Mstep: Class 2 contains 223997 members 
Entering Unmasked Estep 
Score: -21744370.000000 Penalty: 1205.398560
	Iteration 133Q: 3 clusters Score -2.174437e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341961 members 
Mstep: Class 2 contains 223919 members 
Entering Unmasked Estep 
Score: -21744390.000000 Penalty: 1205.398560
	Iteration 134Q: 3 clusters Score -2.174439e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342037 members 
Mstep: Class 2 contains 223843 members 
Entering Unmasked Estep 
Score: -21744390.000000 Penalty: 1205.398560
	Iteration 135Q: 3 clusters Score -2.174439e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342095 members 
Mstep: Class 2 contains 223785 members 
Entering Unmasked Estep 
Score: -21744430.000000 Penalty: 1205.398560
	Iteration 136Q: 3 clusters Score -2.174443e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342166 members 
Mstep: Class 2 contains 223714 members 
Entering Unmasked Estep 
Score: -21744424.000000 Penalty: 1205.398560
	Iteration 137Q: 3 clusters Score -2.174442e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342252 members 
Mstep: Class 2 contains 223628 members 
Entering Unmasked Estep 
Score: -21744422.000000 Penalty: 1205.398560
	Iteration 138Q: 3 clusters Score -2.174442e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342338 members 
Mstep: Class 2 contains 223542 members 
Entering Unmasked Estep 
Score: -21744426.000000 Penalty: 1205.398560
	Iteration 139Q: 3 clusters Score -2.174443e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342430 members 
Mstep: Class 2 contains 223450 members 
Entering Unmasked Estep 
Score: -21744430.000000 Penalty: 1205.398560
	Iteration 140F: 3 clusters Score -2.174443e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342533 members 
Mstep: Class 2 contains 223347 members 
Entering Unmasked Estep 
Score: -21744378.000000 Penalty: 1205.398560
	Iteration 141Q: 3 clusters Score -2.174438e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342649 members 
Mstep: Class 2 contains 223231 members 
Entering Unmasked Estep 
Score: -21744390.000000 Penalty: 1205.398560
	Iteration 142Q: 3 clusters Score -2.174439e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342764 members 
Mstep: Class 2 contains 223116 members 
Entering Unmasked Estep 
Score: -21744392.000000 Penalty: 1205.398560
	Iteration 143Q: 3 clusters Score -2.174439e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342865 members 
Mstep: Class 2 contains 223015 members 
Entering Unmasked Estep 
Score: -21744380.000000 Penalty: 1205.398560
	Iteration 144Q: 3 clusters Score -2.174438e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342968 members 
Mstep: Class 2 contains 222912 members 
Entering Unmasked Estep 
Score: -21744368.000000 Penalty: 1205.398560
	Iteration 145Q: 3 clusters Score -2.174437e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343040 members 
Mstep: Class 2 contains 222840 members 
Entering Unmasked Estep 
Score: -21744406.000000 Penalty: 1205.398560
	Iteration 146Q: 3 clusters Score -2.174441e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343104 members 
Mstep: Class 2 contains 222776 members 
Entering Unmasked Estep 
Score: -21744424.000000 Penalty: 1205.398560
	Iteration 147Q: 3 clusters Score -2.174442e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343144 members 
Mstep: Class 2 contains 222736 members 
Entering Unmasked Estep 
Score: -21744402.000000 Penalty: 1205.398560
	Iteration 148Q: 3 clusters Score -2.17444e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343187 members 
Mstep: Class 2 contains 222693 members 
Entering Unmasked Estep 
Score: -21744396.000000 Penalty: 1205.398560
	Iteration 149Q: 3 clusters Score -2.17444e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343223 members 
Mstep: Class 2 contains 222657 members 
Entering Unmasked Estep 
Score: -21744378.000000 Penalty: 1205.398560
	Iteration 150Q: 3 clusters Score -2.174438e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343263 members 
Mstep: Class 2 contains 222617 members 
Entering Unmasked Estep 
Score: -21744396.000000 Penalty: 1205.398560
	Iteration 151Q: 3 clusters Score -2.17444e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343306 members 
Mstep: Class 2 contains 222574 members 
Entering Unmasked Estep 
Score: -21744376.000000 Penalty: 1205.398560
	Iteration 152Q: 3 clusters Score -2.174438e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343344 members 
Mstep: Class 2 contains 222536 members 
Entering Unmasked Estep 
Score: -21744344.000000 Penalty: 1205.398560
	Iteration 153Q: 3 clusters Score -2.174434e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343366 members 
Mstep: Class 2 contains 222514 members 
Entering Unmasked Estep 
Score: -21744362.000000 Penalty: 1205.398560
	Iteration 154Q: 3 clusters Score -2.174436e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343399 members 
Mstep: Class 2 contains 222481 members 
Entering Unmasked Estep 
Score: -21744356.000000 Penalty: 1205.398560
	Iteration 155Q: 3 clusters Score -2.174436e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343443 members 
Mstep: Class 2 contains 222437 members 
Entering Unmasked Estep 
Score: -21744306.000000 Penalty: 1205.398560
	Iteration 156Q: 3 clusters Score -2.174431e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343500 members 
Mstep: Class 2 contains 222380 members 
Entering Unmasked Estep 
Score: -21744326.000000 Penalty: 1205.398560
	Iteration 157Q: 3 clusters Score -2.174433e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343544 members 
Mstep: Class 2 contains 222336 members 
Entering Unmasked Estep 
Score: -21744332.000000 Penalty: 1205.398560
	Iteration 158Q: 3 clusters Score -2.174433e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343600 members 
Mstep: Class 2 contains 222280 members 
Entering Unmasked Estep 
Score: -21744358.000000 Penalty: 1205.398560
	Iteration 159Q: 3 clusters Score -2.174436e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343661 members 
Mstep: Class 2 contains 222219 members 
Entering Unmasked Estep 
Score: -21744362.000000 Penalty: 1205.398560
	Iteration 160F: 3 clusters Score -2.174436e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343720 members 
Mstep: Class 2 contains 222160 members 
Entering Unmasked Estep 
Score: -21744380.000000 Penalty: 1205.398560
	Iteration 161Q: 3 clusters Score -2.174438e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343742 members 
Mstep: Class 2 contains 222138 members 
Entering Unmasked Estep 
Score: -21744338.000000 Penalty: 1205.398560
	Iteration 162Q: 3 clusters Score -2.174434e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343772 members 
Mstep: Class 2 contains 222108 members 
Entering Unmasked Estep 
Score: -21744350.000000 Penalty: 1205.398560
	Iteration 163Q: 3 clusters Score -2.174435e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343787 members 
Mstep: Class 2 contains 222093 members 
Entering Unmasked Estep 
Score: -21744362.000000 Penalty: 1205.398560
	Iteration 164Q: 3 clusters Score -2.174436e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343801 members 
Mstep: Class 2 contains 222079 members 
Entering Unmasked Estep 
Score: -21744376.000000 Penalty: 1205.398560
	Iteration 165Q: 3 clusters Score -2.174438e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343808 members 
Mstep: Class 2 contains 222072 members 
Entering Unmasked Estep 
Score: -21744346.000000 Penalty: 1205.398560
	Iteration 166Q: 3 clusters Score -2.174435e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343812 members 
Mstep: Class 2 contains 222068 members 
Entering Unmasked Estep 
Score: -21744314.000000 Penalty: 1205.398560
	Iteration 167Q: 3 clusters Score -2.174431e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343801 members 
Mstep: Class 2 contains 222079 members 
Entering Unmasked Estep 
Score: -21744330.000000 Penalty: 1205.398560
	Iteration 168Q: 3 clusters Score -2.174433e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343800 members 
Mstep: Class 2 contains 222080 members 
Entering Unmasked Estep 
Score: -21744280.000000 Penalty: 1205.398560
	Iteration 169Q: 3 clusters Score -2.174428e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343804 members 
Mstep: Class 2 contains 222076 members 
Entering Unmasked Estep 
Score: -21744272.000000 Penalty: 1205.398560
	Iteration 170Q: 3 clusters Score -2.174427e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343822 members 
Mstep: Class 2 contains 222058 members 
Entering Unmasked Estep 
Score: -21744264.000000 Penalty: 1205.398560
	Iteration 171Q: 3 clusters Score -2.174426e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343848 members 
Mstep: Class 2 contains 222032 members 
Entering Unmasked Estep 
Score: -21744240.000000 Penalty: 1205.398560
	Iteration 172Q: 3 clusters Score -2.174424e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343868 members 
Mstep: Class 2 contains 222012 members 
Entering Unmasked Estep 
Score: -21744244.000000 Penalty: 1205.398560
	Iteration 173Q: 3 clusters Score -2.174424e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343891 members 
Mstep: Class 2 contains 221989 members 
Entering Unmasked Estep 
Score: -21744228.000000 Penalty: 1205.398560
	Iteration 174Q: 3 clusters Score -2.174423e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343928 members 
Mstep: Class 2 contains 221952 members 
Entering Unmasked Estep 
Score: -21744238.000000 Penalty: 1205.398560
	Iteration 175Q: 3 clusters Score -2.174424e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343962 members 
Mstep: Class 2 contains 221918 members 
Entering Unmasked Estep 
Score: -21744204.000000 Penalty: 1205.398560
	Iteration 176Q: 3 clusters Score -2.17442e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343996 members 
Mstep: Class 2 contains 221884 members 
Entering Unmasked Estep 
Score: -21744212.000000 Penalty: 1205.398560
	Iteration 177Q: 3 clusters Score -2.174421e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344021 members 
Mstep: Class 2 contains 221859 members 
Entering Unmasked Estep 
Score: -21744204.000000 Penalty: 1205.398560
	Iteration 178Q: 3 clusters Score -2.17442e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344033 members 
Mstep: Class 2 contains 221847 members 
Entering Unmasked Estep 
Score: -21744214.000000 Penalty: 1205.398560
	Iteration 179Q: 3 clusters Score -2.174421e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344039 members 
Mstep: Class 2 contains 221841 members 
Entering Unmasked Estep 
Score: -21744178.000000 Penalty: 1205.398560
	Iteration 180F: 3 clusters Score -2.174418e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344050 members 
Mstep: Class 2 contains 221830 members 
Entering Unmasked Estep 
Score: -21744182.000000 Penalty: 1205.398560
	Iteration 181Q: 3 clusters Score -2.174418e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344067 members 
Mstep: Class 2 contains 221813 members 
Entering Unmasked Estep 
Score: -21744202.000000 Penalty: 1205.398560
	Iteration 182Q: 3 clusters Score -2.17442e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344083 members 
Mstep: Class 2 contains 221797 members 
Entering Unmasked Estep 
Score: -21744194.000000 Penalty: 1205.398560
	Iteration 183Q: 3 clusters Score -2.174419e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344109 members 
Mstep: Class 2 contains 221771 members 
Entering Unmasked Estep 
Score: -21744170.000000 Penalty: 1205.398560
	Iteration 184Q: 3 clusters Score -2.174417e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344127 members 
Mstep: Class 2 contains 221753 members 
Entering Unmasked Estep 
Score: -21744198.000000 Penalty: 1205.398560
	Iteration 185Q: 3 clusters Score -2.17442e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344158 members 
Mstep: Class 2 contains 221722 members 
Entering Unmasked Estep 
Score: -21744170.000000 Penalty: 1205.398560
	Iteration 186Q: 3 clusters Score -2.174417e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344198 members 
Mstep: Class 2 contains 221682 members 
Entering Unmasked Estep 
Score: -21744140.000000 Penalty: 1205.398560
	Iteration 187Q: 3 clusters Score -2.174414e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344233 members 
Mstep: Class 2 contains 221647 members 
Entering Unmasked Estep 
Score: -21744120.000000 Penalty: 1205.398560
	Iteration 188Q: 3 clusters Score -2.174412e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344274 members 
Mstep: Class 2 contains 221606 members 
Entering Unmasked Estep 
Score: -21744080.000000 Penalty: 1205.398560
	Iteration 189Q: 3 clusters Score -2.174408e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344314 members 
Mstep: Class 2 contains 221566 members 
Entering Unmasked Estep 
Score: -21744102.000000 Penalty: 1205.398560
	Iteration 190Q: 3 clusters Score -2.17441e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344354 members 
Mstep: Class 2 contains 221526 members 
Entering Unmasked Estep 
Score: -21744090.000000 Penalty: 1205.398560
	Iteration 191Q: 3 clusters Score -2.174409e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344382 members 
Mstep: Class 2 contains 221498 members 
Entering Unmasked Estep 
Score: -21744082.000000 Penalty: 1205.398560
	Iteration 192Q: 3 clusters Score -2.174408e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344418 members 
Mstep: Class 2 contains 221462 members 
Entering Unmasked Estep 
Score: -21744088.000000 Penalty: 1205.398560
	Iteration 193Q: 3 clusters Score -2.174409e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344451 members 
Mstep: Class 2 contains 221429 members 
Entering Unmasked Estep 
Score: -21744066.000000 Penalty: 1205.398560
	Iteration 194Q: 3 clusters Score -2.174407e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344481 members 
Mstep: Class 2 contains 221399 members 
Entering Unmasked Estep 
Score: -21744082.000000 Penalty: 1205.398560
	Iteration 195Q: 3 clusters Score -2.174408e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344505 members 
Mstep: Class 2 contains 221375 members 
Entering Unmasked Estep 
Score: -21744068.000000 Penalty: 1205.398560
	Iteration 196Q: 3 clusters Score -2.174407e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344523 members 
Mstep: Class 2 contains 221357 members 
Entering Unmasked Estep 
Score: -21744066.000000 Penalty: 1205.398560
	Iteration 197Q: 3 clusters Score -2.174407e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344544 members 
Mstep: Class 2 contains 221336 members 
Entering Unmasked Estep 
Score: -21744054.000000 Penalty: 1205.398560
	Iteration 198Q: 3 clusters Score -2.174405e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344550 members 
Mstep: Class 2 contains 221330 members 
Entering Unmasked Estep 
Score: -21744044.000000 Penalty: 1205.398560
	Iteration 199Q: 3 clusters Score -2.174404e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344544 members 
Mstep: Class 2 contains 221336 members 
Entering Unmasked Estep 
Score: -21744036.000000 Penalty: 1205.398560
	Iteration 200F: 3 clusters Score -2.174404e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344546 members 
Mstep: Class 2 contains 221334 members 
Entering Unmasked Estep 
Score: -21744036.000000 Penalty: 1205.398560
	Iteration 201Q: 3 clusters Score -2.174404e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344558 members 
Mstep: Class 2 contains 221322 members 
Entering Unmasked Estep 
Score: -21744040.000000 Penalty: 1205.398560
	Iteration 202Q: 3 clusters Score -2.174404e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344572 members 
Mstep: Class 2 contains 221308 members 
Entering Unmasked Estep 
Score: -21744028.000000 Penalty: 1205.398560
	Iteration 203Q: 3 clusters Score -2.174403e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344598 members 
Mstep: Class 2 contains 221282 members 
Entering Unmasked Estep 
Score: -21744016.000000 Penalty: 1205.398560
	Iteration 204Q: 3 clusters Score -2.174402e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344617 members 
Mstep: Class 2 contains 221263 members 
Entering Unmasked Estep 
Score: -21744016.000000 Penalty: 1205.398560
	Iteration 205Q: 3 clusters Score -2.174402e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344644 members 
Mstep: Class 2 contains 221236 members 
Entering Unmasked Estep 
Score: -21744004.000000 Penalty: 1205.398560
	Iteration 206Q: 3 clusters Score -2.1744e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344672 members 
Mstep: Class 2 contains 221208 members 
Entering Unmasked Estep 
Score: -21743990.000000 Penalty: 1205.398560
	Iteration 207Q: 3 clusters Score -2.174399e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344705 members 
Mstep: Class 2 contains 221175 members 
Entering Unmasked Estep 
Score: -21744008.000000 Penalty: 1205.398560
	Iteration 208Q: 3 clusters Score -2.174401e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344734 members 
Mstep: Class 2 contains 221146 members 
Entering Unmasked Estep 
Score: -21744000.000000 Penalty: 1205.398560
	Iteration 209Q: 3 clusters Score -2.1744e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344766 members 
Mstep: Class 2 contains 221114 members 
Entering Unmasked Estep 
Score: -21743992.000000 Penalty: 1205.398560
	Iteration 210Q: 3 clusters Score -2.174399e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344796 members 
Mstep: Class 2 contains 221084 members 
Entering Unmasked Estep 
Score: -21744002.000000 Penalty: 1205.398560
	Iteration 211Q: 3 clusters Score -2.1744e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344820 members 
Mstep: Class 2 contains 221060 members 
Entering Unmasked Estep 
Score: -21744008.000000 Penalty: 1205.398560
	Iteration 212Q: 3 clusters Score -2.174401e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344832 members 
Mstep: Class 2 contains 221048 members 
Entering Unmasked Estep 
Score: -21744010.000000 Penalty: 1205.398560
	Iteration 213Q: 3 clusters Score -2.174401e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344842 members 
Mstep: Class 2 contains 221038 members 
Entering Unmasked Estep 
Score: -21743984.000000 Penalty: 1205.398560
	Iteration 214Q: 3 clusters Score -2.174398e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344848 members 
Mstep: Class 2 contains 221032 members 
Entering Unmasked Estep 
Score: -21743990.000000 Penalty: 1205.398560
	Iteration 215Q: 3 clusters Score -2.174399e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344869 members 
Mstep: Class 2 contains 221011 members 
Entering Unmasked Estep 
Score: -21744032.000000 Penalty: 1205.398560
	Iteration 216Q: 3 clusters Score -2.174403e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344895 members 
Mstep: Class 2 contains 220985 members 
Entering Unmasked Estep 
Score: -21744020.000000 Penalty: 1205.398560
	Iteration 217Q: 3 clusters Score -2.174402e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344900 members 
Mstep: Class 2 contains 220980 members 
Entering Unmasked Estep 
Score: -21744000.000000 Penalty: 1205.398560
	Iteration 218Q: 3 clusters Score -2.1744e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344906 members 
Mstep: Class 2 contains 220974 members 
Entering Unmasked Estep 
Score: -21743970.000000 Penalty: 1205.398560
	Iteration 219Q: 3 clusters Score -2.174397e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344924 members 
Mstep: Class 2 contains 220956 members 
Entering Unmasked Estep 
Score: -21743950.000000 Penalty: 1205.398560
	Iteration 220F: 3 clusters Score -2.174395e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344934 members 
Mstep: Class 2 contains 220946 members 
Entering Unmasked Estep 
Score: -21743956.000000 Penalty: 1205.398560
	Iteration 221Q: 3 clusters Score -2.174396e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344943 members 
Mstep: Class 2 contains 220937 members 
Entering Unmasked Estep 
Score: -21743954.000000 Penalty: 1205.398560
	Iteration 222Q: 3 clusters Score -2.174395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344953 members 
Mstep: Class 2 contains 220927 members 
Entering Unmasked Estep 
Score: -21743942.000000 Penalty: 1205.398560
	Iteration 223Q: 3 clusters Score -2.174394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344959 members 
Mstep: Class 2 contains 220921 members 
Entering Unmasked Estep 
Score: -21743950.000000 Penalty: 1205.398560
	Iteration 224Q: 3 clusters Score -2.174395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344960 members 
Mstep: Class 2 contains 220920 members 
Entering Unmasked Estep 
Score: -21743944.000000 Penalty: 1205.398560
	Iteration 225Q: 3 clusters Score -2.174394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344966 members 
Mstep: Class 2 contains 220914 members 
Entering Unmasked Estep 
Score: -21743948.000000 Penalty: 1205.398560
	Iteration 226Q: 3 clusters Score -2.174395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344969 members 
Mstep: Class 2 contains 220911 members 
Entering Unmasked Estep 
Score: -21743958.000000 Penalty: 1205.398560
	Iteration 227Q: 3 clusters Score -2.174396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344974 members 
Mstep: Class 2 contains 220906 members 
Entering Unmasked Estep 
Score: -21743954.000000 Penalty: 1205.398560
	Iteration 228Q: 3 clusters Score -2.174395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344975 members 
Mstep: Class 2 contains 220905 members 
Entering Unmasked Estep 
Score: -21743952.000000 Penalty: 1205.398560
	Iteration 229Q: 3 clusters Score -2.174395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344977 members 
Mstep: Class 2 contains 220903 members 
Entering Unmasked Estep 
Score: -21743950.000000 Penalty: 1205.398560
	Iteration 230Q: 3 clusters Score -2.174395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344976 members 
Mstep: Class 2 contains 220904 members 
Entering Unmasked Estep 
Score: -21743944.000000 Penalty: 1205.398560
	Iteration 231Q: 3 clusters Score -2.174394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344979 members 
Mstep: Class 2 contains 220901 members 
Entering Unmasked Estep 
Score: -21743944.000000 Penalty: 1205.398560
	Iteration 232Q: 3 clusters Score -2.174394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344985 members 
Mstep: Class 2 contains 220895 members 
Entering Unmasked Estep 
Score: -21743960.000000 Penalty: 1205.398560
	Iteration 233Q: 3 clusters Score -2.174396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344991 members 
Mstep: Class 2 contains 220889 members 
Entering Unmasked Estep 
Score: -21743962.000000 Penalty: 1205.398560
	Iteration 234Q: 3 clusters Score -2.174396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344996 members 
Mstep: Class 2 contains 220884 members 
Entering Unmasked Estep 
Score: -21743976.000000 Penalty: 1205.398560
	Iteration 235Q: 3 clusters Score -2.174398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344999 members 
Mstep: Class 2 contains 220881 members 
Entering Unmasked Estep 
Score: -21743966.000000 Penalty: 1205.398560
	Iteration 236Q: 3 clusters Score -2.174397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345000 members 
Mstep: Class 2 contains 220880 members 
Entering Unmasked Estep 
Score: -21743974.000000 Penalty: 1205.398560
	Iteration 237Q: 3 clusters Score -2.174397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345000 members 
Mstep: Class 2 contains 220880 members 
Entering Unmasked Estep 
Score: -21743974.000000 Penalty: 1205.398560
	Iteration 238F: 3 clusters Score -2.174397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Entering Unmasked Estep 
Score: -426612.718750 Penalty: 426.839813
	Iteration 0F: 2 clusters Score -426612.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -418886.218750 Penalty: 853.679626
	Iteration 0F: 3 clusters Score -418886.2 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -422414.562500 Penalty: 853.679626
	Iteration 1F: 3 clusters Score -422414.6 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -423221.125000 Penalty: 853.679626
	Iteration 2F: 3 clusters Score -423221.1 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -424204.312500 Penalty: 853.679626
	Iteration 3F: 3 clusters Score -424204.3 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -425104.875000 Penalty: 853.679626
	Iteration 4F: 3 clusters Score -425104.9 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -425726.406250 Penalty: 853.679626
	Iteration 5F: 3 clusters Score -425726.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -426131.500000 Penalty: 853.679626
	Iteration 6Q: 3 clusters Score -426131.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -426403.062500 Penalty: 853.679626
	Iteration 7Q: 3 clusters Score -426403.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -426637.468750 Penalty: 853.679626
	Iteration 8Q: 3 clusters Score -426637.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -426799.687500 Penalty: 853.679626
	Iteration 9Q: 3 clusters Score -426799.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -426880.468750 Penalty: 853.679626
	Iteration 10Q: 3 clusters Score -426880.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -426921.562500 Penalty: 853.679626
	Iteration 11Q: 3 clusters Score -426921.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -426941.250000 Penalty: 853.679626
	Iteration 12Q: 3 clusters Score -426941.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -426953.250000 Penalty: 853.679626
	Iteration 13Q: 3 clusters Score -426953.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -426961.468750 Penalty: 853.679626
	Iteration 14Q: 3 clusters Score -426961.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -426966.156250 Penalty: 853.679626
	Iteration 15Q: 3 clusters Score -426966.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -426968.812500 Penalty: 853.679626
	Iteration 16Q: 3 clusters Score -426968.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -426972.375000 Penalty: 853.679626
	Iteration 17Q: 3 clusters Score -426972.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -426972.468750 Penalty: 853.679626
	Iteration 18Q: 3 clusters Score -426972.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -426974.687500 Penalty: 853.679626
	Iteration 19Q: 3 clusters Score -426974.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -426974.156250 Penalty: 853.679626
	Iteration 20F: 3 clusters Score -426974.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -426975.812500 Penalty: 853.679626
	Iteration 21Q: 3 clusters Score -426975.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -426977.062500 Penalty: 853.679626
	Iteration 22Q: 3 clusters Score -426977.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -426976.000000 Penalty: 853.679626
	Iteration 23Q: 3 clusters Score -426976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -426977.156250 Penalty: 853.679626
	Iteration 24Q: 3 clusters Score -426977.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -426976.218750 Penalty: 853.679626
	Iteration 25Q: 3 clusters Score -426976.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -426978.031250 Penalty: 853.679626
	Iteration 26Q: 3 clusters Score -426978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -426979.531250 Penalty: 853.679626
	Iteration 27Q: 3 clusters Score -426979.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -426980.468750 Penalty: 853.679626
	Iteration 28Q: 3 clusters Score -426980.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -426981.656250 Penalty: 853.679626
	Iteration 29Q: 3 clusters Score -426981.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -426982.031250 Penalty: 853.679626
	Iteration 30Q: 3 clusters Score -426982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -426982.093750 Penalty: 853.679626
	Iteration 31Q: 3 clusters Score -426982.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -426983.031250 Penalty: 853.679626
	Iteration 32Q: 3 clusters Score -426983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -426983.406250 Penalty: 853.679626
	Iteration 33Q: 3 clusters Score -426983.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -426983.187500 Penalty: 853.679626
	Iteration 34Q: 3 clusters Score -426983.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -426982.468750 Penalty: 853.679626
	Iteration 35Q: 3 clusters Score -426982.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -426983.968750 Penalty: 853.679626
	Iteration 36Q: 3 clusters Score -426984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -426983.187500 Penalty: 853.679626
	Iteration 37Q: 3 clusters Score -426983.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -426983.906250 Penalty: 853.679626
	Iteration 38Q: 3 clusters Score -426983.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -426984.656250 Penalty: 853.679626
	Iteration 39Q: 3 clusters Score -426984.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -426983.906250 Penalty: 853.679626
	Iteration 40F: 3 clusters Score -426983.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -426984.093750 Penalty: 853.679626
	Iteration 41Q: 3 clusters Score -426984.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -426983.750000 Penalty: 853.679626
	Iteration 42Q: 3 clusters Score -426983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -426983.625000 Penalty: 853.679626
	Iteration 43Q: 3 clusters Score -426983.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -426984.312500 Penalty: 853.679626
	Iteration 44Q: 3 clusters Score -426984.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -426984.312500 Penalty: 853.679626
	Iteration 45F: 3 clusters Score -426984.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 12720 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 4369 members 
Mstep: Class 6 contains 9363 members 
Mstep: Class 7 contains 10402 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 594530 members 
Mstep: Class 10 contains 6893 members 
Mstep: Class 11 contains 20342 members 
Mstep: Class 12 contains 12279 members 
Mstep: Class 13 contains 1101 members 
Mstep: Class 14 contains 3543 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 565880 members 
Mstep: Class 17 contains 10509 members 
Mstep: Class 18 contains 7136 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 7135 members 
Mstep: Class 22 contains 10155 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 21395 members 
Mstep: Class 26 contains 1502 members 
Mstep: Class 27 contains 12882 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 3484 members 
Mstep: Class 30 contains 13111 members 
Mstep: Class 31 contains 6878 members 
Mstep: Class 32 contains 3330 members 
Mstep: Class 33 contains 1442 members 
Mstep: Class 34 contains 1353 members 
Entering Unmasked Estep 
Score: -50377788.000000 Penalty: 21879.791016
Splitting cluster 17 changes total score from -50377752.000000 to -50377788.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (7136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Entering Unmasked Estep 
Score: -259586.734375 Penalty: 403.717285
	Iteration 0F: 2 clusters Score -259586.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -254836.828125 Penalty: 807.434570
	Iteration 0F: 3 clusters Score -254836.8 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -256722.312500 Penalty: 807.434570
	Iteration 1F: 3 clusters Score -256722.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -256982.828125 Penalty: 807.434570
	Iteration 2F: 3 clusters Score -256982.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -257380.625000 Penalty: 807.434570
	Iteration 3F: 3 clusters Score -257380.6 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -257876.031250 Penalty: 807.434570
	Iteration 4F: 3 clusters Score -257876 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -258298.921875 Penalty: 807.434570
	Iteration 5F: 3 clusters Score -258298.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -258685.453125 Penalty: 807.434570
	Iteration 6F: 3 clusters Score -258685.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -258951.656250 Penalty: 807.434570
	Iteration 7F: 3 clusters Score -258951.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -259121.906250 Penalty: 807.434570
	Iteration 8Q: 3 clusters Score -259121.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -259240.265625 Penalty: 807.434570
	Iteration 9Q: 3 clusters Score -259240.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -259352.718750 Penalty: 807.434570
	Iteration 10Q: 3 clusters Score -259352.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -259482.281250 Penalty: 807.434570
	Iteration 11Q: 3 clusters Score -259482.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -259532.968750 Penalty: 807.434570
	Iteration 12Q: 3 clusters Score -259533 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -259555.968750 Penalty: 807.434570
	Iteration 13Q: 3 clusters Score -259556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -259566.656250 Penalty: 807.434570
	Iteration 14Q: 3 clusters Score -259566.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -259574.750000 Penalty: 807.434570
	Iteration 15Q: 3 clusters Score -259574.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -259582.750000 Penalty: 807.434570
	Iteration 16Q: 3 clusters Score -259582.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -259588.140625 Penalty: 807.434570
	Iteration 17Q: 3 clusters Score -259588.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -259591.765625 Penalty: 807.434570
	Iteration 18Q: 3 clusters Score -259591.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -259594.718750 Penalty: 807.434570
	Iteration 19Q: 3 clusters Score -259594.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -259597.750000 Penalty: 807.434570
	Iteration 20F: 3 clusters Score -259597.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -259599.218750 Penalty: 807.434570
	Iteration 21Q: 3 clusters Score -259599.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -259601.187500 Penalty: 807.434570
	Iteration 22Q: 3 clusters Score -259601.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -259601.578125 Penalty: 807.434570
	Iteration 23Q: 3 clusters Score -259601.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -259602.109375 Penalty: 807.434570
	Iteration 24Q: 3 clusters Score -259602.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -259602.140625 Penalty: 807.434570
	Iteration 25Q: 3 clusters Score -259602.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -259603.515625 Penalty: 807.434570
	Iteration 26Q: 3 clusters Score -259603.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -259604.031250 Penalty: 807.434570
	Iteration 27Q: 3 clusters Score -259604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -259605.640625 Penalty: 807.434570
	Iteration 28Q: 3 clusters Score -259605.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -259606.562500 Penalty: 807.434570
	Iteration 29Q: 3 clusters Score -259606.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -259606.750000 Penalty: 807.434570
	Iteration 30Q: 3 clusters Score -259606.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -259605.968750 Penalty: 807.434570
	Iteration 31Q: 3 clusters Score -259606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -259607.187500 Penalty: 807.434570
	Iteration 32Q: 3 clusters Score -259607.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -259608.390625 Penalty: 807.434570
	Iteration 33Q: 3 clusters Score -259608.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -259609.687500 Penalty: 807.434570
	Iteration 34Q: 3 clusters Score -259609.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -259611.546875 Penalty: 807.434570
	Iteration 35Q: 3 clusters Score -259611.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -259614.859375 Penalty: 807.434570
	Iteration 36Q: 3 clusters Score -259614.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -259614.796875 Penalty: 807.434570
	Iteration 37Q: 3 clusters Score -259614.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -259614.781250 Penalty: 807.434570
	Iteration 38Q: 3 clusters Score -259614.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -259614.890625 Penalty: 807.434570
	Iteration 39Q: 3 clusters Score -259614.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -259615.218750 Penalty: 807.434570
	Iteration 40F: 3 clusters Score -259615.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -259615.718750 Penalty: 807.434570
	Iteration 41Q: 3 clusters Score -259615.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -259615.906250 Penalty: 807.434570
	Iteration 42Q: 3 clusters Score -259615.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -259615.750000 Penalty: 807.434570
	Iteration 43Q: 3 clusters Score -259615.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -259615.953125 Penalty: 807.434570
	Iteration 44Q: 3 clusters Score -259616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -259616.093750 Penalty: 807.434570
	Iteration 45Q: 3 clusters Score -259616.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -259616.093750 Penalty: 807.434570
	Iteration 46F: 3 clusters Score -259616.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 12720 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 4369 members 
Mstep: Class 6 contains 9363 members 
Mstep: Class 7 contains 10402 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 594530 members 
Mstep: Class 10 contains 6893 members 
Mstep: Class 11 contains 20342 members 
Mstep: Class 12 contains 12279 members 
Mstep: Class 13 contains 1101 members 
Mstep: Class 14 contains 3543 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 565880 members 
Mstep: Class 17 contains 10509 members 
Mstep: Class 18 contains 6292 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 7135 members 
Mstep: Class 22 contains 10155 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 21395 members 
Mstep: Class 26 contains 1502 members 
Mstep: Class 27 contains 12882 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 3484 members 
Mstep: Class 30 contains 13111 members 
Mstep: Class 31 contains 6878 members 
Mstep: Class 32 contains 3330 members 
Mstep: Class 33 contains 1442 members 
Mstep: Class 34 contains 1353 members 
Mstep: Class 35 contains 844 members 
Entering Unmasked Estep 
Score: -50377592.000000 Penalty: 22523.314453
Splitting cluster 18 changes total score from -50377752.000000 to -50377592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (3140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Entering Unmasked Estep 
Score: -115291.218750 Penalty: 366.364990
	Iteration 0F: 2 clusters Score -115291.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -113117.679688 Penalty: 732.729980
	Iteration 0F: 3 clusters Score -113117.7 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -113934.390625 Penalty: 732.729980
	Iteration 1F: 3 clusters Score -113934.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -114113.007812 Penalty: 732.729980
	Iteration 2F: 3 clusters Score -114113 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -114312.070312 Penalty: 732.729980
	Iteration 3F: 3 clusters Score -114312.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -114503.750000 Penalty: 732.729980
	Iteration 4F: 3 clusters Score -114503.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -114653.507812 Penalty: 732.729980
	Iteration 5F: 3 clusters Score -114653.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -114749.593750 Penalty: 732.729980
	Iteration 6F: 3 clusters Score -114749.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -114814.437500 Penalty: 732.729980
	Iteration 7Q: 3 clusters Score -114814.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -114868.585938 Penalty: 732.729980
	Iteration 8Q: 3 clusters Score -114868.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -114910.257812 Penalty: 732.729980
	Iteration 9Q: 3 clusters Score -114910.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -114943.359375 Penalty: 732.729980
	Iteration 10Q: 3 clusters Score -114943.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -114975.703125 Penalty: 732.729980
	Iteration 11Q: 3 clusters Score -114975.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -115010.039062 Penalty: 732.729980
	Iteration 12Q: 3 clusters Score -115010 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -115045.453125 Penalty: 732.729980
	Iteration 13Q: 3 clusters Score -115045.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -115076.281250 Penalty: 732.729980
	Iteration 14Q: 3 clusters Score -115076.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -115101.062500 Penalty: 732.729980
	Iteration 15Q: 3 clusters Score -115101.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -115127.812500 Penalty: 732.729980
	Iteration 16Q: 3 clusters Score -115127.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -115141.851562 Penalty: 732.729980
	Iteration 17Q: 3 clusters Score -115141.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -115149.640625 Penalty: 732.729980
	Iteration 18Q: 3 clusters Score -115149.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -115157.953125 Penalty: 732.729980
	Iteration 19Q: 3 clusters Score -115158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -115166.210938 Penalty: 732.729980
	Iteration 20F: 3 clusters Score -115166.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -115173.156250 Penalty: 732.729980
	Iteration 21Q: 3 clusters Score -115173.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -115178.343750 Penalty: 732.729980
	Iteration 22Q: 3 clusters Score -115178.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -115184.906250 Penalty: 732.729980
	Iteration 23Q: 3 clusters Score -115184.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -115188.625000 Penalty: 732.729980
	Iteration 24Q: 3 clusters Score -115188.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -115190.617188 Penalty: 732.729980
	Iteration 25Q: 3 clusters Score -115190.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -115191.750000 Penalty: 732.729980
	Iteration 26Q: 3 clusters Score -115191.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -115191.843750 Penalty: 732.729980
	Iteration 27Q: 3 clusters Score -115191.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -115192.171875 Penalty: 732.729980
	Iteration 28Q: 3 clusters Score -115192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -115192.210938 Penalty: 732.729980
	Iteration 29Q: 3 clusters Score -115192.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -115192.640625 Penalty: 732.729980
	Iteration 30Q: 3 clusters Score -115192.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -115192.640625 Penalty: 732.729980
	Iteration 31F: 3 clusters Score -115192.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Entering Unmasked Estep 
Score: -430923.062500 Penalty: 427.596832
	Iteration 0F: 2 clusters Score -430923.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -422904.593750 Penalty: 855.193665
	Iteration 0F: 3 clusters Score -422904.6 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -426681.531250 Penalty: 855.193665
	Iteration 1F: 3 clusters Score -426681.5 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -427521.125000 Penalty: 855.193665
	Iteration 2F: 3 clusters Score -427521.1 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -428333.812500 Penalty: 855.193665
	Iteration 3F: 3 clusters Score -428333.8 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -428921.437500 Penalty: 855.193665
	Iteration 4F: 3 clusters Score -428921.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -429380.593750 Penalty: 855.193665
	Iteration 5Q: 3 clusters Score -429380.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -429740.437500 Penalty: 855.193665
	Iteration 6Q: 3 clusters Score -429740.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -429993.843750 Penalty: 855.193665
	Iteration 7Q: 3 clusters Score -429993.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -430205.843750 Penalty: 855.193665
	Iteration 8Q: 3 clusters Score -430205.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -430443.531250 Penalty: 855.193665
	Iteration 9Q: 3 clusters Score -430443.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -430648.718750 Penalty: 855.193665
	Iteration 10Q: 3 clusters Score -430648.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -430724.156250 Penalty: 855.193665
	Iteration 11Q: 3 clusters Score -430724.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -430754.718750 Penalty: 855.193665
	Iteration 12Q: 3 clusters Score -430754.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -430772.406250 Penalty: 855.193665
	Iteration 13Q: 3 clusters Score -430772.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -430787.281250 Penalty: 855.193665
	Iteration 14Q: 3 clusters Score -430787.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -430793.156250 Penalty: 855.193665
	Iteration 15Q: 3 clusters Score -430793.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -430797.125000 Penalty: 855.193665
	Iteration 16Q: 3 clusters Score -430797.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -430799.093750 Penalty: 855.193665
	Iteration 17Q: 3 clusters Score -430799.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -430799.687500 Penalty: 855.193665
	Iteration 18Q: 3 clusters Score -430799.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -430800.468750 Penalty: 855.193665
	Iteration 19Q: 3 clusters Score -430800.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -430799.781250 Penalty: 855.193665
	Iteration 20F: 3 clusters Score -430799.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -430800.375000 Penalty: 855.193665
	Iteration 21Q: 3 clusters Score -430800.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -430801.625000 Penalty: 855.193665
	Iteration 22Q: 3 clusters Score -430801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -430802.312500 Penalty: 855.193665
	Iteration 23Q: 3 clusters Score -430802.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -430803.000000 Penalty: 855.193665
	Iteration 24Q: 3 clusters Score -430803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -430802.875000 Penalty: 855.193665
	Iteration 25Q: 3 clusters Score -430802.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -430802.468750 Penalty: 855.193665
	Iteration 26Q: 3 clusters Score -430802.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -430802.312500 Penalty: 855.193665
	Iteration 27Q: 3 clusters Score -430802.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -430803.312500 Penalty: 855.193665
	Iteration 28Q: 3 clusters Score -430803.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -430803.312500 Penalty: 855.193665
	Iteration 29Q: 3 clusters Score -430803.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -430803.437500 Penalty: 855.193665
	Iteration 30Q: 3 clusters Score -430803.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -430803.437500 Penalty: 855.193665
	Iteration 31F: 3 clusters Score -430803.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Entering Unmasked Estep 
Score: -249846.937500 Penalty: 403.710907
	Iteration 0F: 2 clusters Score -249846.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -245121.640625 Penalty: 807.421814
	Iteration 0F: 3 clusters Score -245121.6 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -247153.468750 Penalty: 807.421814
	Iteration 1F: 3 clusters Score -247153.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -247471.031250 Penalty: 807.421814
	Iteration 2F: 3 clusters Score -247471 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -247836.203125 Penalty: 807.421814
	Iteration 3F: 3 clusters Score -247836.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -248246.171875 Penalty: 807.421814
	Iteration 4F: 3 clusters Score -248246.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -248617.203125 Penalty: 807.421814
	Iteration 5F: 3 clusters Score -248617.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -248876.484375 Penalty: 807.421814
	Iteration 6Q: 3 clusters Score -248876.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -249030.453125 Penalty: 807.421814
	Iteration 7Q: 3 clusters Score -249030.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -249138.453125 Penalty: 807.421814
	Iteration 8Q: 3 clusters Score -249138.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -249190.125000 Penalty: 807.421814
	Iteration 9Q: 3 clusters Score -249190.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -249220.515625 Penalty: 807.421814
	Iteration 10Q: 3 clusters Score -249220.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -249242.250000 Penalty: 807.421814
	Iteration 11Q: 3 clusters Score -249242.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -249268.000000 Penalty: 807.421814
	Iteration 12Q: 3 clusters Score -249268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -249288.078125 Penalty: 807.421814
	Iteration 13Q: 3 clusters Score -249288.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -249308.703125 Penalty: 807.421814
	Iteration 14Q: 3 clusters Score -249308.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -249329.343750 Penalty: 807.421814
	Iteration 15Q: 3 clusters Score -249329.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -249344.078125 Penalty: 807.421814
	Iteration 16Q: 3 clusters Score -249344.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -249355.421875 Penalty: 807.421814
	Iteration 17Q: 3 clusters Score -249355.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -249369.750000 Penalty: 807.421814
	Iteration 18Q: 3 clusters Score -249369.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -249379.281250 Penalty: 807.421814
	Iteration 19Q: 3 clusters Score -249379.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -249390.765625 Penalty: 807.421814
	Iteration 20F: 3 clusters Score -249390.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -249404.453125 Penalty: 807.421814
	Iteration 21Q: 3 clusters Score -249404.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -249416.656250 Penalty: 807.421814
	Iteration 22Q: 3 clusters Score -249416.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -249429.406250 Penalty: 807.421814
	Iteration 23Q: 3 clusters Score -249429.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -249445.218750 Penalty: 807.421814
	Iteration 24Q: 3 clusters Score -249445.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -249459.921875 Penalty: 807.421814
	Iteration 25Q: 3 clusters Score -249459.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -249471.093750 Penalty: 807.421814
	Iteration 26Q: 3 clusters Score -249471.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -249476.421875 Penalty: 807.421814
	Iteration 27Q: 3 clusters Score -249476.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -249481.515625 Penalty: 807.421814
	Iteration 28Q: 3 clusters Score -249481.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -249485.546875 Penalty: 807.421814
	Iteration 29Q: 3 clusters Score -249485.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -249490.906250 Penalty: 807.421814
	Iteration 30Q: 3 clusters Score -249490.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -249497.625000 Penalty: 807.421814
	Iteration 31Q: 3 clusters Score -249497.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -249506.515625 Penalty: 807.421814
	Iteration 32Q: 3 clusters Score -249506.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -249512.109375 Penalty: 807.421814
	Iteration 33Q: 3 clusters Score -249512.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -249516.812500 Penalty: 807.421814
	Iteration 34Q: 3 clusters Score -249516.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -249522.750000 Penalty: 807.421814
	Iteration 35Q: 3 clusters Score -249522.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -249528.375000 Penalty: 807.421814
	Iteration 36Q: 3 clusters Score -249528.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -249534.671875 Penalty: 807.421814
	Iteration 37Q: 3 clusters Score -249534.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -249537.140625 Penalty: 807.421814
	Iteration 38Q: 3 clusters Score -249537.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -249541.265625 Penalty: 807.421814
	Iteration 39Q: 3 clusters Score -249541.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -249546.843750 Penalty: 807.421814
	Iteration 40F: 3 clusters Score -249546.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -249550.609375 Penalty: 807.421814
	Iteration 41Q: 3 clusters Score -249550.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -249554.406250 Penalty: 807.421814
	Iteration 42Q: 3 clusters Score -249554.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -249556.046875 Penalty: 807.421814
	Iteration 43Q: 3 clusters Score -249556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -249562.953125 Penalty: 807.421814
	Iteration 44Q: 3 clusters Score -249563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -249568.234375 Penalty: 807.421814
	Iteration 45Q: 3 clusters Score -249568.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -249569.750000 Penalty: 807.421814
	Iteration 46Q: 3 clusters Score -249569.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -249570.828125 Penalty: 807.421814
	Iteration 47Q: 3 clusters Score -249570.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -249571.671875 Penalty: 807.421814
	Iteration 48Q: 3 clusters Score -249571.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -249572.453125 Penalty: 807.421814
	Iteration 49Q: 3 clusters Score -249572.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -249572.843750 Penalty: 807.421814
	Iteration 50Q: 3 clusters Score -249572.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -249572.828125 Penalty: 807.421814
	Iteration 51Q: 3 clusters Score -249572.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -249572.828125 Penalty: 807.421814
	Iteration 52Q: 3 clusters Score -249572.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -249572.843750 Penalty: 807.421814
	Iteration 53Q: 3 clusters Score -249572.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -249572.843750 Penalty: 807.421814
	Iteration 54F: 3 clusters Score -249572.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Entering Unmasked Estep 
Score: -372116.968750 Penalty: 419.770325
	Iteration 0F: 2 clusters Score -372117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -365404.062500 Penalty: 839.540649
	Iteration 0F: 3 clusters Score -365404.1 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -368599.062500 Penalty: 839.540649
	Iteration 1F: 3 clusters Score -368599.1 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -369433.375000 Penalty: 839.540649
	Iteration 2F: 3 clusters Score -369433.4 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -370268.125000 Penalty: 839.540649
	Iteration 3F: 3 clusters Score -370268.1 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -370909.156250 Penalty: 839.540649
	Iteration 4F: 3 clusters Score -370909.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -371256.437500 Penalty: 839.540649
	Iteration 5F: 3 clusters Score -371256.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -371398.125000 Penalty: 839.540649
	Iteration 6Q: 3 clusters Score -371398.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -371463.531250 Penalty: 839.540649
	Iteration 7Q: 3 clusters Score -371463.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -371500.531250 Penalty: 839.540649
	Iteration 8Q: 3 clusters Score -371500.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -371523.812500 Penalty: 839.540649
	Iteration 9Q: 3 clusters Score -371523.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -371542.468750 Penalty: 839.540649
	Iteration 10Q: 3 clusters Score -371542.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -371560.750000 Penalty: 839.540649
	Iteration 11Q: 3 clusters Score -371560.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -371572.625000 Penalty: 839.540649
	Iteration 12Q: 3 clusters Score -371572.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -371584.812500 Penalty: 839.540649
	Iteration 13Q: 3 clusters Score -371584.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -371595.000000 Penalty: 839.540649
	Iteration 14Q: 3 clusters Score -371595 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -371605.937500 Penalty: 839.540649
	Iteration 15Q: 3 clusters Score -371605.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -371615.250000 Penalty: 839.540649
	Iteration 16Q: 3 clusters Score -371615.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -371621.406250 Penalty: 839.540649
	Iteration 17Q: 3 clusters Score -371621.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -371628.375000 Penalty: 839.540649
	Iteration 18Q: 3 clusters Score -371628.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -371633.375000 Penalty: 839.540649
	Iteration 19Q: 3 clusters Score -371633.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -371637.906250 Penalty: 839.540649
	Iteration 20F: 3 clusters Score -371637.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -371645.281250 Penalty: 839.540649
	Iteration 21Q: 3 clusters Score -371645.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -371649.875000 Penalty: 839.540649
	Iteration 22Q: 3 clusters Score -371649.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -371654.281250 Penalty: 839.540649
	Iteration 23Q: 3 clusters Score -371654.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -371658.312500 Penalty: 839.540649
	Iteration 24Q: 3 clusters Score -371658.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -371660.281250 Penalty: 839.540649
	Iteration 25Q: 3 clusters Score -371660.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -371660.812500 Penalty: 839.540649
	Iteration 26Q: 3 clusters Score -371660.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -371662.343750 Penalty: 839.540649
	Iteration 27Q: 3 clusters Score -371662.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -371663.281250 Penalty: 839.540649
	Iteration 28Q: 3 clusters Score -371663.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -371665.187500 Penalty: 839.540649
	Iteration 29Q: 3 clusters Score -371665.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -371666.812500 Penalty: 839.540649
	Iteration 30Q: 3 clusters Score -371666.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -371667.218750 Penalty: 839.540649
	Iteration 31Q: 3 clusters Score -371667.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -371669.343750 Penalty: 839.540649
	Iteration 32Q: 3 clusters Score -371669.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -371671.250000 Penalty: 839.540649
	Iteration 33Q: 3 clusters Score -371671.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -371672.687500 Penalty: 839.540649
	Iteration 34Q: 3 clusters Score -371672.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -371673.875000 Penalty: 839.540649
	Iteration 35Q: 3 clusters Score -371673.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -371676.250000 Penalty: 839.540649
	Iteration 36Q: 3 clusters Score -371676.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -371679.187500 Penalty: 839.540649
	Iteration 37Q: 3 clusters Score -371679.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -371681.375000 Penalty: 839.540649
	Iteration 38Q: 3 clusters Score -371681.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -371683.125000 Penalty: 839.540649
	Iteration 39Q: 3 clusters Score -371683.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -371683.406250 Penalty: 839.540649
	Iteration 40F: 3 clusters Score -371683.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -371684.343750 Penalty: 839.540649
	Iteration 41Q: 3 clusters Score -371684.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -371686.218750 Penalty: 839.540649
	Iteration 42Q: 3 clusters Score -371686.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -371687.656250 Penalty: 839.540649
	Iteration 43Q: 3 clusters Score -371687.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -371688.968750 Penalty: 839.540649
	Iteration 44Q: 3 clusters Score -371689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -371690.187500 Penalty: 839.540649
	Iteration 45Q: 3 clusters Score -371690.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -371690.718750 Penalty: 839.540649
	Iteration 46Q: 3 clusters Score -371690.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -371690.500000 Penalty: 839.540649
	Iteration 47Q: 3 clusters Score -371690.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -371691.375000 Penalty: 839.540649
	Iteration 48Q: 3 clusters Score -371691.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -371691.156250 Penalty: 839.540649
	Iteration 49Q: 3 clusters Score -371691.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -371691.687500 Penalty: 839.540649
	Iteration 50Q: 3 clusters Score -371691.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -371691.687500 Penalty: 839.540649
	Iteration 51F: 3 clusters Score -371691.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Entering Unmasked Estep 
Score: -38211.660156 Penalty: 318.432190
	Iteration 0F: 2 clusters Score -38211.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -37344.484375 Penalty: 636.864380
	Iteration 0F: 3 clusters Score -37344.48 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -37607.246094 Penalty: 636.864380
	Iteration 1F: 3 clusters Score -37607.25 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -37662.410156 Penalty: 636.864380
	Iteration 2F: 3 clusters Score -37662.41 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -37697.835938 Penalty: 636.864380
	Iteration 3F: 3 clusters Score -37697.84 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -37730.593750 Penalty: 636.864380
	Iteration 4Q: 3 clusters Score -37730.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -37748.187500 Penalty: 636.864380
	Iteration 5Q: 3 clusters Score -37748.19 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -37772.476562 Penalty: 636.864380
	Iteration 6Q: 3 clusters Score -37772.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -37798.832031 Penalty: 636.864380
	Iteration 7Q: 3 clusters Score -37798.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -37817.527344 Penalty: 636.864380
	Iteration 8Q: 3 clusters Score -37817.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -37831.484375 Penalty: 636.864380
	Iteration 9Q: 3 clusters Score -37831.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -37842.011719 Penalty: 636.864380
	Iteration 10Q: 3 clusters Score -37842.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -37851.636719 Penalty: 636.864380
	Iteration 11Q: 3 clusters Score -37851.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -37862.410156 Penalty: 636.864380
	Iteration 12Q: 3 clusters Score -37862.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -37870.125000 Penalty: 636.864380
	Iteration 13Q: 3 clusters Score -37870.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -37888.089844 Penalty: 636.864380
	Iteration 14Q: 3 clusters Score -37888.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -37896.414062 Penalty: 636.864380
	Iteration 15Q: 3 clusters Score -37896.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -37910.562500 Penalty: 636.864380
	Iteration 16Q: 3 clusters Score -37910.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -37919.113281 Penalty: 636.864380
	Iteration 17Q: 3 clusters Score -37919.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -37925.808594 Penalty: 636.864380
	Iteration 18Q: 3 clusters Score -37925.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -37931.812500 Penalty: 636.864380
	Iteration 19Q: 3 clusters Score -37931.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -37934.882812 Penalty: 636.864380
	Iteration 20F: 3 clusters Score -37934.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -37940.523438 Penalty: 636.864380
	Iteration 21Q: 3 clusters Score -37940.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -37942.832031 Penalty: 636.864380
	Iteration 22Q: 3 clusters Score -37942.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -37944.375000 Penalty: 636.864380
	Iteration 23Q: 3 clusters Score -37944.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -37945.789062 Penalty: 636.864380
	Iteration 24Q: 3 clusters Score -37945.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -37945.996094 Penalty: 636.864380
	Iteration 25Q: 3 clusters Score -37946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -37946.453125 Penalty: 636.864380
	Iteration 26Q: 3 clusters Score -37946.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -37946.664062 Penalty: 636.864380
	Iteration 27Q: 3 clusters Score -37946.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -37946.664062 Penalty: 636.864380
	Iteration 28F: 3 clusters Score -37946.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Entering Unmasked Estep 
Score: -248538.765625 Penalty: 403.055786
	Iteration 0F: 2 clusters Score -248538.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -243819.359375 Penalty: 806.111572
	Iteration 0F: 3 clusters Score -243819.4 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -246053.500000 Penalty: 806.111572
	Iteration 1F: 3 clusters Score -246053.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -246395.375000 Penalty: 806.111572
	Iteration 2F: 3 clusters Score -246395.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -246622.796875 Penalty: 806.111572
	Iteration 3F: 3 clusters Score -246622.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -246790.421875 Penalty: 806.111572
	Iteration 4Q: 3 clusters Score -246790.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -246940.359375 Penalty: 806.111572
	Iteration 5Q: 3 clusters Score -246940.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -247063.781250 Penalty: 806.111572
	Iteration 6Q: 3 clusters Score -247063.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -247193.031250 Penalty: 806.111572
	Iteration 7Q: 3 clusters Score -247193 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -247296.328125 Penalty: 806.111572
	Iteration 8Q: 3 clusters Score -247296.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -247394.562500 Penalty: 806.111572
	Iteration 9Q: 3 clusters Score -247394.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -247489.421875 Penalty: 806.111572
	Iteration 10Q: 3 clusters Score -247489.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -247567.750000 Penalty: 806.111572
	Iteration 11Q: 3 clusters Score -247567.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -247631.953125 Penalty: 806.111572
	Iteration 12Q: 3 clusters Score -247632 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -247700.765625 Penalty: 806.111572
	Iteration 13Q: 3 clusters Score -247700.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -247792.187500 Penalty: 806.111572
	Iteration 14Q: 3 clusters Score -247792.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -247891.875000 Penalty: 806.111572
	Iteration 15Q: 3 clusters Score -247891.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -247980.062500 Penalty: 806.111572
	Iteration 16Q: 3 clusters Score -247980.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -248074.828125 Penalty: 806.111572
	Iteration 17Q: 3 clusters Score -248074.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -248148.468750 Penalty: 806.111572
	Iteration 18Q: 3 clusters Score -248148.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -248206.578125 Penalty: 806.111572
	Iteration 19Q: 3 clusters Score -248206.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -248267.750000 Penalty: 806.111572
	Iteration 20F: 3 clusters Score -248267.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -248328.953125 Penalty: 806.111572
	Iteration 21Q: 3 clusters Score -248329 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -248353.812500 Penalty: 806.111572
	Iteration 22Q: 3 clusters Score -248353.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -248367.171875 Penalty: 806.111572
	Iteration 23Q: 3 clusters Score -248367.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -248378.218750 Penalty: 806.111572
	Iteration 24Q: 3 clusters Score -248378.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -248387.828125 Penalty: 806.111572
	Iteration 25Q: 3 clusters Score -248387.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -248392.265625 Penalty: 806.111572
	Iteration 26Q: 3 clusters Score -248392.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -248395.062500 Penalty: 806.111572
	Iteration 27Q: 3 clusters Score -248395.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -248398.625000 Penalty: 806.111572
	Iteration 28Q: 3 clusters Score -248398.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -248399.718750 Penalty: 806.111572
	Iteration 29Q: 3 clusters Score -248399.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -248399.593750 Penalty: 806.111572
	Iteration 30Q: 3 clusters Score -248399.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -248400.078125 Penalty: 806.111572
	Iteration 31Q: 3 clusters Score -248400.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -248400.593750 Penalty: 806.111572
	Iteration 32Q: 3 clusters Score -248400.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -248402.812500 Penalty: 806.111572
	Iteration 33Q: 3 clusters Score -248402.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -248403.968750 Penalty: 806.111572
	Iteration 34Q: 3 clusters Score -248404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -248405.484375 Penalty: 806.111572
	Iteration 35Q: 3 clusters Score -248405.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -248406.781250 Penalty: 806.111572
	Iteration 36Q: 3 clusters Score -248406.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -248408.578125 Penalty: 806.111572
	Iteration 37Q: 3 clusters Score -248408.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -248412.218750 Penalty: 806.111572
	Iteration 38Q: 3 clusters Score -248412.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -248413.515625 Penalty: 806.111572
	Iteration 39Q: 3 clusters Score -248413.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -248414.156250 Penalty: 806.111572
	Iteration 40F: 3 clusters Score -248414.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -248414.687500 Penalty: 806.111572
	Iteration 41Q: 3 clusters Score -248414.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -248414.687500 Penalty: 806.111572
	Iteration 42F: 3 clusters Score -248414.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Entering Unmasked Estep 
Score: -800643.125000 Penalty: 453.676544
	Iteration 0F: 2 clusters Score -800643.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -786510.750000 Penalty: 907.353088
	Iteration 0F: 3 clusters Score -786510.8 nChanged 10187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -792865.000000 Penalty: 907.353088
	Iteration 1F: 3 clusters Score -792865 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -793566.562500 Penalty: 907.353088
	Iteration 2F: 3 clusters Score -793566.6 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -794363.812500 Penalty: 907.353088
	Iteration 3F: 3 clusters Score -794363.8 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -795167.562500 Penalty: 907.353088
	Iteration 4F: 3 clusters Score -795167.6 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -795987.000000 Penalty: 907.353088
	Iteration 5F: 3 clusters Score -795987 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -796682.875000 Penalty: 907.353088
	Iteration 6F: 3 clusters Score -796682.9 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -797071.187500 Penalty: 907.353088
	Iteration 7Q: 3 clusters Score -797071.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -797249.750000 Penalty: 907.353088
	Iteration 8Q: 3 clusters Score -797249.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -797364.062500 Penalty: 907.353088
	Iteration 9Q: 3 clusters Score -797364.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -797466.500000 Penalty: 907.353088
	Iteration 10Q: 3 clusters Score -797466.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -797575.437500 Penalty: 907.353088
	Iteration 11Q: 3 clusters Score -797575.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -797686.625000 Penalty: 907.353088
	Iteration 12Q: 3 clusters Score -797686.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -797821.937500 Penalty: 907.353088
	Iteration 13Q: 3 clusters Score -797821.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -797958.250000 Penalty: 907.353088
	Iteration 14Q: 3 clusters Score -797958.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -798084.000000 Penalty: 907.353088
	Iteration 15Q: 3 clusters Score -798084 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -798190.875000 Penalty: 907.353088
	Iteration 16Q: 3 clusters Score -798190.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -798301.375000 Penalty: 907.353088
	Iteration 17Q: 3 clusters Score -798301.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -798422.812500 Penalty: 907.353088
	Iteration 18Q: 3 clusters Score -798422.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -798535.062500 Penalty: 907.353088
	Iteration 19Q: 3 clusters Score -798535.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -798669.937500 Penalty: 907.353088
	Iteration 20F: 3 clusters Score -798669.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -798793.937500 Penalty: 907.353088
	Iteration 21Q: 3 clusters Score -798793.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -798913.125000 Penalty: 907.353088
	Iteration 22Q: 3 clusters Score -798913.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -799021.812500 Penalty: 907.353088
	Iteration 23Q: 3 clusters Score -799021.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -799143.062500 Penalty: 907.353088
	Iteration 24Q: 3 clusters Score -799143.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -799246.812500 Penalty: 907.353088
	Iteration 25Q: 3 clusters Score -799246.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -799355.125000 Penalty: 907.353088
	Iteration 26Q: 3 clusters Score -799355.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -799456.812500 Penalty: 907.353088
	Iteration 27Q: 3 clusters Score -799456.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -799566.812500 Penalty: 907.353088
	Iteration 28Q: 3 clusters Score -799566.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -799663.937500 Penalty: 907.353088
	Iteration 29Q: 3 clusters Score -799663.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -799757.687500 Penalty: 907.353088
	Iteration 30Q: 3 clusters Score -799757.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -799844.625000 Penalty: 907.353088
	Iteration 31Q: 3 clusters Score -799844.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -799927.562500 Penalty: 907.353088
	Iteration 32Q: 3 clusters Score -799927.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -800016.812500 Penalty: 907.353088
	Iteration 33Q: 3 clusters Score -800016.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -800073.375000 Penalty: 907.353088
	Iteration 34Q: 3 clusters Score -800073.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -800126.875000 Penalty: 907.353088
	Iteration 35Q: 3 clusters Score -800126.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -800163.312500 Penalty: 907.353088
	Iteration 36Q: 3 clusters Score -800163.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -800192.562500 Penalty: 907.353088
	Iteration 37Q: 3 clusters Score -800192.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -800230.125000 Penalty: 907.353088
	Iteration 38Q: 3 clusters Score -800230.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -800252.812500 Penalty: 907.353088
	Iteration 39Q: 3 clusters Score -800252.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -800271.750000 Penalty: 907.353088
	Iteration 40F: 3 clusters Score -800271.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -800288.937500 Penalty: 907.353088
	Iteration 41Q: 3 clusters Score -800288.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -800298.687500 Penalty: 907.353088
	Iteration 42Q: 3 clusters Score -800298.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -800302.250000 Penalty: 907.353088
	Iteration 43Q: 3 clusters Score -800302.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -800305.562500 Penalty: 907.353088
	Iteration 44Q: 3 clusters Score -800305.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -800306.125000 Penalty: 907.353088
	Iteration 45Q: 3 clusters Score -800306.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -800308.812500 Penalty: 907.353088
	Iteration 46Q: 3 clusters Score -800308.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -800309.687500 Penalty: 907.353088
	Iteration 47Q: 3 clusters Score -800309.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -800311.187500 Penalty: 907.353088
	Iteration 48Q: 3 clusters Score -800311.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -800313.750000 Penalty: 907.353088
	Iteration 49Q: 3 clusters Score -800313.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -800314.375000 Penalty: 907.353088
	Iteration 50Q: 3 clusters Score -800314.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -800315.500000 Penalty: 907.353088
	Iteration 51Q: 3 clusters Score -800315.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -800316.437500 Penalty: 907.353088
	Iteration 52Q: 3 clusters Score -800316.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -800316.437500 Penalty: 907.353088
	Iteration 53Q: 3 clusters Score -800316.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -800316.437500 Penalty: 907.353088
	Iteration 54F: 3 clusters Score -800316.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Entering Unmasked Estep 
Score: -50786.867188 Penalty: 332.812164
	Iteration 0F: 2 clusters Score -50786.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -49675.730469 Penalty: 665.624329
	Iteration 0F: 3 clusters Score -49675.73 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -50182.757812 Penalty: 665.624329
	Iteration 1F: 3 clusters Score -50182.76 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -50343.726562 Penalty: 665.624329
	Iteration 2F: 3 clusters Score -50343.73 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -50475.101562 Penalty: 665.624329
	Iteration 3F: 3 clusters Score -50475.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -50641.867188 Penalty: 665.624329
	Iteration 4F: 3 clusters Score -50641.87 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -50804.339844 Penalty: 665.624329
	Iteration 5F: 3 clusters Score -50804.34 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -50994.710938 Penalty: 665.624329
	Iteration 6F: 3 clusters Score -50994.71 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -51208.761719 Penalty: 665.624329
	Iteration 7Q: 3 clusters Score -51208.76 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -51346.066406 Penalty: 665.624329
	Iteration 8Q: 3 clusters Score -51346.07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -51400.027344 Penalty: 665.624329
	Iteration 9Q: 3 clusters Score -51400.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -51449.167969 Penalty: 665.624329
	Iteration 10Q: 3 clusters Score -51449.17 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -51512.910156 Penalty: 665.624329
	Iteration 11Q: 3 clusters Score -51512.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -51595.804688 Penalty: 665.624329
	Iteration 12Q: 3 clusters Score -51595.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -51765.371094 Penalty: 665.624329
	Iteration 13Q: 3 clusters Score -51765.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -51943.546875 Penalty: 665.624329
	Iteration 14Q: 3 clusters Score -51943.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -51948.988281 Penalty: 665.624329
	Iteration 15Q: 3 clusters Score -51948.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -51948.988281 Penalty: 665.624329
	Iteration 16F: 3 clusters Score -51948.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 12720 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 4369 members 
Mstep: Class 6 contains 9363 members 
Mstep: Class 7 contains 10402 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 594530 members 
Mstep: Class 10 contains 6893 members 
Mstep: Class 11 contains 20342 members 
Mstep: Class 12 contains 12279 members 
Mstep: Class 13 contains 1101 members 
Mstep: Class 14 contains 3543 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 565880 members 
Mstep: Class 17 contains 10509 members 
Mstep: Class 18 contains 7136 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 7135 members 
Mstep: Class 22 contains 10155 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 21395 members 
Mstep: Class 26 contains 716 members 
Mstep: Class 27 contains 12882 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 3484 members 
Mstep: Class 30 contains 13111 members 
Mstep: Class 31 contains 6878 members 
Mstep: Class 32 contains 3330 members 
Mstep: Class 33 contains 1442 members 
Mstep: Class 34 contains 1353 members 
Mstep: Class 35 contains 786 members 
Entering Unmasked Estep 
Score: -50378708.000000 Penalty: 22523.314453
Splitting cluster 26 changes total score from -50377752.000000 to -50378708.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 27 (12882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Entering Unmasked Estep 
Score: -465423.500000 Penalty: 430.593170
	Iteration 0F: 2 clusters Score -465423.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -456954.875000 Penalty: 861.186340
	Iteration 0F: 3 clusters Score -456954.9 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -460889.156250 Penalty: 861.186340
	Iteration 1F: 3 clusters Score -460889.2 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -461440.843750 Penalty: 861.186340
	Iteration 2F: 3 clusters Score -461440.8 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -462022.500000 Penalty: 861.186340
	Iteration 3F: 3 clusters Score -462022.5 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -462593.968750 Penalty: 861.186340
	Iteration 4F: 3 clusters Score -462594 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -463027.437500 Penalty: 861.186340
	Iteration 5F: 3 clusters Score -463027.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -463266.562500 Penalty: 861.186340
	Iteration 6Q: 3 clusters Score -463266.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -463386.281250 Penalty: 861.186340
	Iteration 7Q: 3 clusters Score -463386.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -463459.781250 Penalty: 861.186340
	Iteration 8Q: 3 clusters Score -463459.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -463506.593750 Penalty: 861.186340
	Iteration 9Q: 3 clusters Score -463506.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -463542.156250 Penalty: 861.186340
	Iteration 10Q: 3 clusters Score -463542.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -463578.531250 Penalty: 861.186340
	Iteration 11Q: 3 clusters Score -463578.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -463614.593750 Penalty: 861.186340
	Iteration 12Q: 3 clusters Score -463614.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -463651.312500 Penalty: 861.186340
	Iteration 13Q: 3 clusters Score -463651.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -463692.468750 Penalty: 861.186340
	Iteration 14Q: 3 clusters Score -463692.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -463735.093750 Penalty: 861.186340
	Iteration 15Q: 3 clusters Score -463735.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -463784.156250 Penalty: 861.186340
	Iteration 16Q: 3 clusters Score -463784.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -463833.812500 Penalty: 861.186340
	Iteration 17Q: 3 clusters Score -463833.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -463907.750000 Penalty: 861.186340
	Iteration 18Q: 3 clusters Score -463907.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -463995.656250 Penalty: 861.186340
	Iteration 19Q: 3 clusters Score -463995.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -464093.562500 Penalty: 861.186340
	Iteration 20F: 3 clusters Score -464093.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -464217.781250 Penalty: 861.186340
	Iteration 21Q: 3 clusters Score -464217.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -464375.187500 Penalty: 861.186340
	Iteration 22Q: 3 clusters Score -464375.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -464543.406250 Penalty: 861.186340
	Iteration 23Q: 3 clusters Score -464543.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -464691.937500 Penalty: 861.186340
	Iteration 24Q: 3 clusters Score -464691.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -464795.437500 Penalty: 861.186340
	Iteration 25Q: 3 clusters Score -464795.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -464889.000000 Penalty: 861.186340
	Iteration 26Q: 3 clusters Score -464889 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -464963.718750 Penalty: 861.186340
	Iteration 27Q: 3 clusters Score -464963.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -465018.375000 Penalty: 861.186340
	Iteration 28Q: 3 clusters Score -465018.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -465064.781250 Penalty: 861.186340
	Iteration 29Q: 3 clusters Score -465064.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -465107.375000 Penalty: 861.186340
	Iteration 30Q: 3 clusters Score -465107.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -465135.062500 Penalty: 861.186340
	Iteration 31Q: 3 clusters Score -465135.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -465157.031250 Penalty: 861.186340
	Iteration 32Q: 3 clusters Score -465157 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -465176.687500 Penalty: 861.186340
	Iteration 33Q: 3 clusters Score -465176.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -465191.687500 Penalty: 861.186340
	Iteration 34Q: 3 clusters Score -465191.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -465200.250000 Penalty: 861.186340
	Iteration 35Q: 3 clusters Score -465200.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -465206.875000 Penalty: 861.186340
	Iteration 36Q: 3 clusters Score -465206.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -465210.406250 Penalty: 861.186340
	Iteration 37Q: 3 clusters Score -465210.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -465215.031250 Penalty: 861.186340
	Iteration 38Q: 3 clusters Score -465215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -465221.125000 Penalty: 861.186340
	Iteration 39Q: 3 clusters Score -465221.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -465224.906250 Penalty: 861.186340
	Iteration 40F: 3 clusters Score -465224.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -465229.375000 Penalty: 861.186340
	Iteration 41Q: 3 clusters Score -465229.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -465233.531250 Penalty: 861.186340
	Iteration 42Q: 3 clusters Score -465233.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -465235.437500 Penalty: 861.186340
	Iteration 43Q: 3 clusters Score -465235.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -465240.687500 Penalty: 861.186340
	Iteration 44Q: 3 clusters Score -465240.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -465248.343750 Penalty: 861.186340
	Iteration 45Q: 3 clusters Score -465248.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -465253.250000 Penalty: 861.186340
	Iteration 46Q: 3 clusters Score -465253.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -465255.843750 Penalty: 861.186340
	Iteration 47Q: 3 clusters Score -465255.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -465259.093750 Penalty: 861.186340
	Iteration 48Q: 3 clusters Score -465259.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -465260.406250 Penalty: 861.186340
	Iteration 49Q: 3 clusters Score -465260.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -465261.562500 Penalty: 861.186340
	Iteration 50Q: 3 clusters Score -465261.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -465264.281250 Penalty: 861.186340
	Iteration 51Q: 3 clusters Score -465264.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -465265.500000 Penalty: 861.186340
	Iteration 52Q: 3 clusters Score -465265.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -465265.750000 Penalty: 861.186340
	Iteration 53Q: 3 clusters Score -465265.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -465266.625000 Penalty: 861.186340
	Iteration 54Q: 3 clusters Score -465266.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -465266.625000 Penalty: 861.186340
	Iteration 55F: 3 clusters Score -465266.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -35460.960938 Penalty: 318.928101
	Iteration 0F: 2 clusters Score -35460.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -34622.011719 Penalty: 637.856201
	Iteration 0F: 3 clusters Score -34622.01 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -35040.613281 Penalty: 637.856201
	Iteration 1F: 3 clusters Score -35040.61 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -35133.558594 Penalty: 637.856201
	Iteration 2F: 3 clusters Score -35133.56 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -35180.195312 Penalty: 637.856201
	Iteration 3F: 3 clusters Score -35180.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -35209.007812 Penalty: 637.856201
	Iteration 4Q: 3 clusters Score -35209.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -35227.003906 Penalty: 637.856201
	Iteration 5Q: 3 clusters Score -35227 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -35239.894531 Penalty: 637.856201
	Iteration 6Q: 3 clusters Score -35239.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -35256.046875 Penalty: 637.856201
	Iteration 7Q: 3 clusters Score -35256.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -35271.976562 Penalty: 637.856201
	Iteration 8Q: 3 clusters Score -35271.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -35296.398438 Penalty: 637.856201
	Iteration 9Q: 3 clusters Score -35296.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -35320.605469 Penalty: 637.856201
	Iteration 10Q: 3 clusters Score -35320.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -35338.582031 Penalty: 637.856201
	Iteration 11Q: 3 clusters Score -35338.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -35356.031250 Penalty: 637.856201
	Iteration 12Q: 3 clusters Score -35356.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -35377.851562 Penalty: 637.856201
	Iteration 13Q: 3 clusters Score -35377.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -35397.246094 Penalty: 637.856201
	Iteration 14Q: 3 clusters Score -35397.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -35402.933594 Penalty: 637.856201
	Iteration 15Q: 3 clusters Score -35402.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -35404.984375 Penalty: 637.856201
	Iteration 16Q: 3 clusters Score -35404.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -35410.085938 Penalty: 637.856201
	Iteration 17F: 3 clusters Score -35410.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -35415.984375 Penalty: 637.856201
	Iteration 18Q: 3 clusters Score -35415.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -35415.984375 Penalty: 637.856201
	Iteration 19F: 3 clusters Score -35415.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Entering Unmasked Estep 
Score: -127490.804688 Penalty: 371.095093
	Iteration 0F: 2 clusters Score -127490.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -125128.414062 Penalty: 742.190186
	Iteration 0F: 3 clusters Score -125128.4 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -126081.304688 Penalty: 742.190186
	Iteration 1F: 3 clusters Score -126081.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -126286.515625 Penalty: 742.190186
	Iteration 2F: 3 clusters Score -126286.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -126483.710938 Penalty: 742.190186
	Iteration 3F: 3 clusters Score -126483.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -126629.742188 Penalty: 742.190186
	Iteration 4F: 3 clusters Score -126629.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -126751.632812 Penalty: 742.190186
	Iteration 5F: 3 clusters Score -126751.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -126851.523438 Penalty: 742.190186
	Iteration 6Q: 3 clusters Score -126851.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -126935.226562 Penalty: 742.190186
	Iteration 7Q: 3 clusters Score -126935.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -126997.273438 Penalty: 742.190186
	Iteration 8Q: 3 clusters Score -126997.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -127044.195312 Penalty: 742.190186
	Iteration 9Q: 3 clusters Score -127044.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -127073.656250 Penalty: 742.190186
	Iteration 10Q: 3 clusters Score -127073.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -127090.250000 Penalty: 742.190186
	Iteration 11Q: 3 clusters Score -127090.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -127105.140625 Penalty: 742.190186
	Iteration 12Q: 3 clusters Score -127105.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -127115.523438 Penalty: 742.190186
	Iteration 13Q: 3 clusters Score -127115.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -127127.023438 Penalty: 742.190186
	Iteration 14Q: 3 clusters Score -127127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -127138.617188 Penalty: 742.190186
	Iteration 15Q: 3 clusters Score -127138.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -127145.789062 Penalty: 742.190186
	Iteration 16Q: 3 clusters Score -127145.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -127149.585938 Penalty: 742.190186
	Iteration 17Q: 3 clusters Score -127149.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -127154.601562 Penalty: 742.190186
	Iteration 18Q: 3 clusters Score -127154.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -127159.875000 Penalty: 742.190186
	Iteration 19Q: 3 clusters Score -127159.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -127163.304688 Penalty: 742.190186
	Iteration 20F: 3 clusters Score -127163.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -127165.742188 Penalty: 742.190186
	Iteration 21Q: 3 clusters Score -127165.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -127169.015625 Penalty: 742.190186
	Iteration 22Q: 3 clusters Score -127169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -127175.023438 Penalty: 742.190186
	Iteration 23Q: 3 clusters Score -127175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -127179.960938 Penalty: 742.190186
	Iteration 24Q: 3 clusters Score -127180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -127183.289062 Penalty: 742.190186
	Iteration 25Q: 3 clusters Score -127183.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -127184.726562 Penalty: 742.190186
	Iteration 26Q: 3 clusters Score -127184.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -127186.468750 Penalty: 742.190186
	Iteration 27Q: 3 clusters Score -127186.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -127188.437500 Penalty: 742.190186
	Iteration 28Q: 3 clusters Score -127188.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -127189.531250 Penalty: 742.190186
	Iteration 29Q: 3 clusters Score -127189.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -127189.531250 Penalty: 742.190186
	Iteration 30Q: 3 clusters Score -127189.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -127189.679688 Penalty: 742.190186
	Iteration 31Q: 3 clusters Score -127189.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -127189.679688 Penalty: 742.190186
	Iteration 32F: 3 clusters Score -127189.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Entering Unmasked Estep 
Score: -479698.343750 Penalty: 431.394928
	Iteration 0F: 2 clusters Score -479698.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -471052.750000 Penalty: 862.789856
	Iteration 0F: 3 clusters Score -471052.8 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -475103.843750 Penalty: 862.789856
	Iteration 1F: 3 clusters Score -475103.8 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -475730.781250 Penalty: 862.789856
	Iteration 2F: 3 clusters Score -475730.8 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -476372.031250 Penalty: 862.789856
	Iteration 3F: 3 clusters Score -476372 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -476935.906250 Penalty: 862.789856
	Iteration 4F: 3 clusters Score -476935.9 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -477306.531250 Penalty: 862.789856
	Iteration 5F: 3 clusters Score -477306.5 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -477572.687500 Penalty: 862.789856
	Iteration 6Q: 3 clusters Score -477572.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -477738.125000 Penalty: 862.789856
	Iteration 7Q: 3 clusters Score -477738.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -477851.437500 Penalty: 862.789856
	Iteration 8Q: 3 clusters Score -477851.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -477914.093750 Penalty: 862.789856
	Iteration 9Q: 3 clusters Score -477914.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -477959.218750 Penalty: 862.789856
	Iteration 10Q: 3 clusters Score -477959.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -477992.781250 Penalty: 862.789856
	Iteration 11Q: 3 clusters Score -477992.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -478022.531250 Penalty: 862.789856
	Iteration 12Q: 3 clusters Score -478022.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -478055.843750 Penalty: 862.789856
	Iteration 13Q: 3 clusters Score -478055.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -478081.531250 Penalty: 862.789856
	Iteration 14Q: 3 clusters Score -478081.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -478101.875000 Penalty: 862.789856
	Iteration 15Q: 3 clusters Score -478101.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -478122.156250 Penalty: 862.789856
	Iteration 16Q: 3 clusters Score -478122.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -478139.750000 Penalty: 862.789856
	Iteration 17Q: 3 clusters Score -478139.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -478160.281250 Penalty: 862.789856
	Iteration 18Q: 3 clusters Score -478160.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -478182.375000 Penalty: 862.789856
	Iteration 19Q: 3 clusters Score -478182.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -478201.093750 Penalty: 862.789856
	Iteration 20F: 3 clusters Score -478201.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -478222.687500 Penalty: 862.789856
	Iteration 21Q: 3 clusters Score -478222.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -478241.968750 Penalty: 862.789856
	Iteration 22Q: 3 clusters Score -478242 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -478261.500000 Penalty: 862.789856
	Iteration 23Q: 3 clusters Score -478261.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -478282.937500 Penalty: 862.789856
	Iteration 24Q: 3 clusters Score -478282.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -478309.468750 Penalty: 862.789856
	Iteration 25Q: 3 clusters Score -478309.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -478342.250000 Penalty: 862.789856
	Iteration 26Q: 3 clusters Score -478342.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -478374.812500 Penalty: 862.789856
	Iteration 27Q: 3 clusters Score -478374.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -478409.437500 Penalty: 862.789856
	Iteration 28Q: 3 clusters Score -478409.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -478449.593750 Penalty: 862.789856
	Iteration 29Q: 3 clusters Score -478449.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -478497.343750 Penalty: 862.789856
	Iteration 30Q: 3 clusters Score -478497.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -478556.781250 Penalty: 862.789856
	Iteration 31Q: 3 clusters Score -478556.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -478620.968750 Penalty: 862.789856
	Iteration 32Q: 3 clusters Score -478621 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -478689.250000 Penalty: 862.789856
	Iteration 33Q: 3 clusters Score -478689.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -478776.281250 Penalty: 862.789856
	Iteration 34Q: 3 clusters Score -478776.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -478889.031250 Penalty: 862.789856
	Iteration 35Q: 3 clusters Score -478889 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -478998.062500 Penalty: 862.789856
	Iteration 36Q: 3 clusters Score -478998.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -479081.375000 Penalty: 862.789856
	Iteration 37Q: 3 clusters Score -479081.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -479162.531250 Penalty: 862.789856
	Iteration 38Q: 3 clusters Score -479162.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -479235.343750 Penalty: 862.789856
	Iteration 39Q: 3 clusters Score -479235.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -479292.281250 Penalty: 862.789856
	Iteration 40F: 3 clusters Score -479292.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -479334.687500 Penalty: 862.789856
	Iteration 41Q: 3 clusters Score -479334.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -479375.218750 Penalty: 862.789856
	Iteration 42Q: 3 clusters Score -479375.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -479421.812500 Penalty: 862.789856
	Iteration 43Q: 3 clusters Score -479421.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -479462.093750 Penalty: 862.789856
	Iteration 44Q: 3 clusters Score -479462.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -479498.781250 Penalty: 862.789856
	Iteration 45Q: 3 clusters Score -479498.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -479524.968750 Penalty: 862.789856
	Iteration 46Q: 3 clusters Score -479525 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -479551.875000 Penalty: 862.789856
	Iteration 47Q: 3 clusters Score -479551.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -479570.937500 Penalty: 862.789856
	Iteration 48Q: 3 clusters Score -479570.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -479583.218750 Penalty: 862.789856
	Iteration 49Q: 3 clusters Score -479583.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -479596.000000 Penalty: 862.789856
	Iteration 50Q: 3 clusters Score -479596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -479605.343750 Penalty: 862.789856
	Iteration 51Q: 3 clusters Score -479605.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -479612.875000 Penalty: 862.789856
	Iteration 52Q: 3 clusters Score -479612.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -479615.750000 Penalty: 862.789856
	Iteration 53Q: 3 clusters Score -479615.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -479620.437500 Penalty: 862.789856
	Iteration 54Q: 3 clusters Score -479620.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -479623.062500 Penalty: 862.789856
	Iteration 55Q: 3 clusters Score -479623.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -479627.000000 Penalty: 862.789856
	Iteration 56Q: 3 clusters Score -479627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -479630.218750 Penalty: 862.789856
	Iteration 57Q: 3 clusters Score -479630.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -479633.906250 Penalty: 862.789856
	Iteration 58Q: 3 clusters Score -479633.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -479636.718750 Penalty: 862.789856
	Iteration 59Q: 3 clusters Score -479636.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -479638.843750 Penalty: 862.789856
	Iteration 60F: 3 clusters Score -479638.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -479640.187500 Penalty: 862.789856
	Iteration 61Q: 3 clusters Score -479640.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -479641.500000 Penalty: 862.789856
	Iteration 62Q: 3 clusters Score -479641.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -479643.906250 Penalty: 862.789856
	Iteration 63Q: 3 clusters Score -479643.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -479643.218750 Penalty: 862.789856
	Iteration 64Q: 3 clusters Score -479643.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -479644.187500 Penalty: 862.789856
	Iteration 65Q: 3 clusters Score -479644.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -479645.062500 Penalty: 862.789856
	Iteration 66Q: 3 clusters Score -479645.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -479644.687500 Penalty: 862.789856
	Iteration 67Q: 3 clusters Score -479644.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -479644.687500 Penalty: 862.789856
	Iteration 68F: 3 clusters Score -479644.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Entering Unmasked Estep 
Score: -242086.906250 Penalty: 402.041809
	Iteration 0F: 2 clusters Score -242086.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -237493.640625 Penalty: 804.083618
	Iteration 0F: 3 clusters Score -237493.6 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -239441.140625 Penalty: 804.083618
	Iteration 1F: 3 clusters Score -239441.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -239792.156250 Penalty: 804.083618
	Iteration 2F: 3 clusters Score -239792.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -240160.421875 Penalty: 804.083618
	Iteration 3F: 3 clusters Score -240160.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -240511.250000 Penalty: 804.083618
	Iteration 4F: 3 clusters Score -240511.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -240861.562500 Penalty: 804.083618
	Iteration 5F: 3 clusters Score -240861.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -241220.703125 Penalty: 804.083618
	Iteration 6F: 3 clusters Score -241220.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -241464.296875 Penalty: 804.083618
	Iteration 7F: 3 clusters Score -241464.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -241581.031250 Penalty: 804.083618
	Iteration 8Q: 3 clusters Score -241581 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -241647.218750 Penalty: 804.083618
	Iteration 9Q: 3 clusters Score -241647.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -241702.406250 Penalty: 804.083618
	Iteration 10Q: 3 clusters Score -241702.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -241748.078125 Penalty: 804.083618
	Iteration 11Q: 3 clusters Score -241748.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -241795.625000 Penalty: 804.083618
	Iteration 12Q: 3 clusters Score -241795.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -241838.375000 Penalty: 804.083618
	Iteration 13Q: 3 clusters Score -241838.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -241874.625000 Penalty: 804.083618
	Iteration 14Q: 3 clusters Score -241874.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -241906.203125 Penalty: 804.083618
	Iteration 15Q: 3 clusters Score -241906.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -241925.515625 Penalty: 804.083618
	Iteration 16Q: 3 clusters Score -241925.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -241938.453125 Penalty: 804.083618
	Iteration 17Q: 3 clusters Score -241938.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -241944.312500 Penalty: 804.083618
	Iteration 18Q: 3 clusters Score -241944.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -241949.375000 Penalty: 804.083618
	Iteration 19Q: 3 clusters Score -241949.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -241952.796875 Penalty: 804.083618
	Iteration 20F: 3 clusters Score -241952.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -241957.750000 Penalty: 804.083618
	Iteration 21Q: 3 clusters Score -241957.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -241960.578125 Penalty: 804.083618
	Iteration 22Q: 3 clusters Score -241960.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -241961.328125 Penalty: 804.083618
	Iteration 23Q: 3 clusters Score -241961.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -241962.906250 Penalty: 804.083618
	Iteration 24Q: 3 clusters Score -241962.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -241963.281250 Penalty: 804.083618
	Iteration 25Q: 3 clusters Score -241963.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -241963.828125 Penalty: 804.083618
	Iteration 26Q: 3 clusters Score -241963.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -241963.468750 Penalty: 804.083618
	Iteration 27Q: 3 clusters Score -241963.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -241964.187500 Penalty: 804.083618
	Iteration 28Q: 3 clusters Score -241964.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -241964.500000 Penalty: 804.083618
	Iteration 29Q: 3 clusters Score -241964.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -241964.625000 Penalty: 804.083618
	Iteration 30Q: 3 clusters Score -241964.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -241965.125000 Penalty: 804.083618
	Iteration 31Q: 3 clusters Score -241965.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -241965.031250 Penalty: 804.083618
	Iteration 32Q: 3 clusters Score -241965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -241965.031250 Penalty: 804.083618
	Iteration 33F: 3 clusters Score -241965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Entering Unmasked Estep 
Score: -116808.656250 Penalty: 369.038086
	Iteration 0F: 2 clusters Score -116808.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -114488.312500 Penalty: 738.076172
	Iteration 0F: 3 clusters Score -114488.3 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -115305.429688 Penalty: 738.076172
	Iteration 1F: 3 clusters Score -115305.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -115418.726562 Penalty: 738.076172
	Iteration 2F: 3 clusters Score -115418.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -115535.632812 Penalty: 738.076172
	Iteration 3F: 3 clusters Score -115535.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -115643.484375 Penalty: 738.076172
	Iteration 4F: 3 clusters Score -115643.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -115744.125000 Penalty: 738.076172
	Iteration 5Q: 3 clusters Score -115744.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -115830.250000 Penalty: 738.076172
	Iteration 6F: 3 clusters Score -115830.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -115895.703125 Penalty: 738.076172
	Iteration 7Q: 3 clusters Score -115895.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -115950.460938 Penalty: 738.076172
	Iteration 8Q: 3 clusters Score -115950.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -115992.726562 Penalty: 738.076172
	Iteration 9Q: 3 clusters Score -115992.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -116028.437500 Penalty: 738.076172
	Iteration 10Q: 3 clusters Score -116028.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -116049.968750 Penalty: 738.076172
	Iteration 11Q: 3 clusters Score -116050 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -116064.804688 Penalty: 738.076172
	Iteration 12Q: 3 clusters Score -116064.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -116079.023438 Penalty: 738.076172
	Iteration 13Q: 3 clusters Score -116079 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -116091.687500 Penalty: 738.076172
	Iteration 14Q: 3 clusters Score -116091.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -116106.257812 Penalty: 738.076172
	Iteration 15Q: 3 clusters Score -116106.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -116118.429688 Penalty: 738.076172
	Iteration 16Q: 3 clusters Score -116118.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -116126.789062 Penalty: 738.076172
	Iteration 17Q: 3 clusters Score -116126.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -116132.328125 Penalty: 738.076172
	Iteration 18Q: 3 clusters Score -116132.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -116138.406250 Penalty: 738.076172
	Iteration 19Q: 3 clusters Score -116138.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -116142.148438 Penalty: 738.076172
	Iteration 20F: 3 clusters Score -116142.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -116146.742188 Penalty: 738.076172
	Iteration 21Q: 3 clusters Score -116146.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -116153.031250 Penalty: 738.076172
	Iteration 22Q: 3 clusters Score -116153 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -116158.742188 Penalty: 738.076172
	Iteration 23Q: 3 clusters Score -116158.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -116166.804688 Penalty: 738.076172
	Iteration 24Q: 3 clusters Score -116166.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -116176.835938 Penalty: 738.076172
	Iteration 25Q: 3 clusters Score -116176.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -116184.937500 Penalty: 738.076172
	Iteration 26Q: 3 clusters Score -116184.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -116191.335938 Penalty: 738.076172
	Iteration 27Q: 3 clusters Score -116191.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -116200.664062 Penalty: 738.076172
	Iteration 28Q: 3 clusters Score -116200.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -116211.687500 Penalty: 738.076172
	Iteration 29Q: 3 clusters Score -116211.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -116223.843750 Penalty: 738.076172
	Iteration 30Q: 3 clusters Score -116223.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -116237.914062 Penalty: 738.076172
	Iteration 31Q: 3 clusters Score -116237.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -116257.640625 Penalty: 738.076172
	Iteration 32Q: 3 clusters Score -116257.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -116295.054688 Penalty: 738.076172
	Iteration 33Q: 3 clusters Score -116295.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -116330.953125 Penalty: 738.076172
	Iteration 34Q: 3 clusters Score -116331 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -116355.804688 Penalty: 738.076172
	Iteration 35Q: 3 clusters Score -116355.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -116385.539062 Penalty: 738.076172
	Iteration 36Q: 3 clusters Score -116385.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -116409.968750 Penalty: 738.076172
	Iteration 37Q: 3 clusters Score -116410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -116424.367188 Penalty: 738.076172
	Iteration 38Q: 3 clusters Score -116424.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -116434.218750 Penalty: 738.076172
	Iteration 39Q: 3 clusters Score -116434.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -116440.414062 Penalty: 738.076172
	Iteration 40F: 3 clusters Score -116440.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -116445.617188 Penalty: 738.076172
	Iteration 41Q: 3 clusters Score -116445.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -116452.117188 Penalty: 738.076172
	Iteration 42Q: 3 clusters Score -116452.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -116463.609375 Penalty: 738.076172
	Iteration 43Q: 3 clusters Score -116463.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -116475.625000 Penalty: 738.076172
	Iteration 44Q: 3 clusters Score -116475.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -116491.812500 Penalty: 738.076172
	Iteration 45Q: 3 clusters Score -116491.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -116503.578125 Penalty: 738.076172
	Iteration 46Q: 3 clusters Score -116503.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -116511.304688 Penalty: 738.076172
	Iteration 47Q: 3 clusters Score -116511.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -116516.851562 Penalty: 738.076172
	Iteration 48Q: 3 clusters Score -116516.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -116519.023438 Penalty: 738.076172
	Iteration 49Q: 3 clusters Score -116519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -116521.351562 Penalty: 738.076172
	Iteration 50Q: 3 clusters Score -116521.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -116525.679688 Penalty: 738.076172
	Iteration 51Q: 3 clusters Score -116525.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -116527.367188 Penalty: 738.076172
	Iteration 52Q: 3 clusters Score -116527.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -116528.812500 Penalty: 738.076172
	Iteration 53Q: 3 clusters Score -116528.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -116529.554688 Penalty: 738.076172
	Iteration 54Q: 3 clusters Score -116529.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -116531.484375 Penalty: 738.076172
	Iteration 55Q: 3 clusters Score -116531.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -116531.703125 Penalty: 738.076172
	Iteration 56Q: 3 clusters Score -116531.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -116532.531250 Penalty: 738.076172
	Iteration 57Q: 3 clusters Score -116532.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -116533.179688 Penalty: 738.076172
	Iteration 58Q: 3 clusters Score -116533.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -116533.750000 Penalty: 738.076172
	Iteration 59Q: 3 clusters Score -116533.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -116533.750000 Penalty: 738.076172
	Iteration 60F: 3 clusters Score -116533.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Entering Unmasked Estep 
Score: -40371.957031 Penalty: 330.957275
	Iteration 0F: 2 clusters Score -40371.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -39305.734375 Penalty: 661.914551
	Iteration 0F: 3 clusters Score -39305.73 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -39709.714844 Penalty: 661.914551
	Iteration 1F: 3 clusters Score -39709.71 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -39818.308594 Penalty: 661.914551
	Iteration 2F: 3 clusters Score -39818.31 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -39864.753906 Penalty: 661.914551
	Iteration 3F: 3 clusters Score -39864.75 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -39898.046875 Penalty: 661.914551
	Iteration 4Q: 3 clusters Score -39898.05 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -39930.285156 Penalty: 661.914551
	Iteration 5Q: 3 clusters Score -39930.29 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -39957.550781 Penalty: 661.914551
	Iteration 6Q: 3 clusters Score -39957.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -39973.273438 Penalty: 661.914551
	Iteration 7Q: 3 clusters Score -39973.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -39985.093750 Penalty: 661.914551
	Iteration 8Q: 3 clusters Score -39985.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -39995.792969 Penalty: 661.914551
	Iteration 9Q: 3 clusters Score -39995.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -40007.035156 Penalty: 661.914551
	Iteration 10Q: 3 clusters Score -40007.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -40023.523438 Penalty: 661.914551
	Iteration 11Q: 3 clusters Score -40023.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -40040.722656 Penalty: 661.914551
	Iteration 12Q: 3 clusters Score -40040.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -40052.480469 Penalty: 661.914551
	Iteration 13Q: 3 clusters Score -40052.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -40065.757812 Penalty: 661.914551
	Iteration 14Q: 3 clusters Score -40065.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -40085.945312 Penalty: 661.914551
	Iteration 15Q: 3 clusters Score -40085.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -40105.449219 Penalty: 661.914551
	Iteration 16Q: 3 clusters Score -40105.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -40125.781250 Penalty: 661.914551
	Iteration 17Q: 3 clusters Score -40125.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -40148.777344 Penalty: 661.914551
	Iteration 18Q: 3 clusters Score -40148.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -40178.277344 Penalty: 661.914551
	Iteration 19Q: 3 clusters Score -40178.28 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -40205.007812 Penalty: 661.914551
	Iteration 20F: 3 clusters Score -40205.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -40219.378906 Penalty: 661.914551
	Iteration 21Q: 3 clusters Score -40219.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -40222.785156 Penalty: 661.914551
	Iteration 22Q: 3 clusters Score -40222.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -40225.250000 Penalty: 661.914551
	Iteration 23Q: 3 clusters Score -40225.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -40229.675781 Penalty: 661.914551
	Iteration 24Q: 3 clusters Score -40229.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -40235.910156 Penalty: 661.914551
	Iteration 25Q: 3 clusters Score -40235.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -40239.375000 Penalty: 661.914551
	Iteration 26Q: 3 clusters Score -40239.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -40241.613281 Penalty: 661.914551
	Iteration 27Q: 3 clusters Score -40241.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -40243.679688 Penalty: 661.914551
	Iteration 28Q: 3 clusters Score -40243.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -40245.546875 Penalty: 661.914551
	Iteration 29Q: 3 clusters Score -40245.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -40246.136719 Penalty: 661.914551
	Iteration 30Q: 3 clusters Score -40246.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -40246.433594 Penalty: 661.914551
	Iteration 31Q: 3 clusters Score -40246.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -40246.433594 Penalty: 661.914551
	Iteration 32F: 3 clusters Score -40246.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 12720 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 4369 members 
Mstep: Class 6 contains 9363 members 
Mstep: Class 7 contains 10402 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 594530 members 
Mstep: Class 10 contains 6893 members 
Mstep: Class 11 contains 20342 members 
Mstep: Class 12 contains 12279 members 
Mstep: Class 13 contains 1101 members 
Mstep: Class 14 contains 3543 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 565880 members 
Mstep: Class 17 contains 10509 members 
Mstep: Class 18 contains 7136 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 7135 members 
Mstep: Class 22 contains 10155 members 
Mstep: Class 23 contains 1095 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 21395 members 
Mstep: Class 26 contains 716 members 
Mstep: Class 27 contains 12882 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 3484 members 
Mstep: Class 30 contains 13111 members 
Mstep: Class 31 contains 6878 members 
Mstep: Class 32 contains 3330 members 
Mstep: Class 33 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50378984.000000 Penalty: 22523.314453
Iteration 119Q: 36 clusters Score -5.037898e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 12724 members 
Mstep: Class 3 contains 8879 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 4361 members 
Mstep: Class 6 contains 9367 members 
Mstep: Class 7 contains 10401 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 594226 members 
Mstep: Class 10 contains 6891 members 
Mstep: Class 11 contains 20342 members 
Mstep: Class 12 contains 12279 members 
Mstep: Class 13 contains 1108 members 
Mstep: Class 14 contains 3542 members 
Mstep: Class 15 contains 8225 members 
Mstep: Class 16 contains 565877 members 
Mstep: Class 17 contains 10791 members 
Mstep: Class 18 contains 7138 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 12065 members 
Mstep: Class 21 contains 7143 members 
Mstep: Class 22 contains 10129 members 
Mstep: Class 23 contains 1089 members 
Mstep: Class 24 contains 7031 members 
Mstep: Class 25 contains 21399 members 
Mstep: Class 26 contains 784 members 
Mstep: Class 27 contains 12879 members 
Mstep: Class 28 contains 1102 members 
Mstep: Class 29 contains 3487 members 
Mstep: Class 30 contains 13110 members 
Mstep: Class 31 contains 6881 members 
Mstep: Class 32 contains 3334 members 
Mstep: Class 33 contains 1447 members 
Mstep: Class 34 contains 1359 members 
Mstep: Class 35 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379104.000000 Penalty: 22523.314453
Iteration 120F: 36 clusters Score -5.03791e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 12729 members 
Mstep: Class 3 contains 8878 members 
Mstep: Class 4 contains 2388 members 
Mstep: Class 5 contains 4347 members 
Mstep: Class 6 contains 9369 members 
Mstep: Class 7 contains 10401 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 594058 members 
Mstep: Class 10 contains 6886 members 
Mstep: Class 11 contains 20353 members 
Mstep: Class 12 contains 12282 members 
Mstep: Class 13 contains 1094 members 
Mstep: Class 14 contains 3541 members 
Mstep: Class 15 contains 8225 members 
Mstep: Class 16 contains 565864 members 
Mstep: Class 17 contains 10906 members 
Mstep: Class 18 contains 7142 members 
Mstep: Class 19 contains 3139 members 
Mstep: Class 20 contains 12076 members 
Mstep: Class 21 contains 7154 members 
Mstep: Class 22 contains 10114 members 
Mstep: Class 23 contains 1085 members 
Mstep: Class 24 contains 7032 members 
Mstep: Class 25 contains 21401 members 
Mstep: Class 26 contains 815 members 
Mstep: Class 27 contains 12874 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 3491 members 
Mstep: Class 30 contains 13110 members 
Mstep: Class 31 contains 6877 members 
Mstep: Class 32 contains 3337 members 
Mstep: Class 33 contains 1435 members 
Mstep: Class 34 contains 1374 members 
Mstep: Class 35 contains 793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379144.000000 Penalty: 22523.314453
Iteration 121Q: 36 clusters Score -5.037914e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 12730 members 
Mstep: Class 3 contains 8876 members 
Mstep: Class 4 contains 2392 members 
Mstep: Class 5 contains 4337 members 
Mstep: Class 6 contains 9375 members 
Mstep: Class 7 contains 10403 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 593906 members 
Mstep: Class 10 contains 6881 members 
Mstep: Class 11 contains 20355 members 
Mstep: Class 12 contains 12285 members 
Mstep: Class 13 contains 1087 members 
Mstep: Class 14 contains 3544 members 
Mstep: Class 15 contains 8224 members 
Mstep: Class 16 contains 565859 members 
Mstep: Class 17 contains 10980 members 
Mstep: Class 18 contains 7150 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 12093 members 
Mstep: Class 21 contains 7162 members 
Mstep: Class 22 contains 10104 members 
Mstep: Class 23 contains 1084 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 21404 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 12869 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 3494 members 
Mstep: Class 30 contains 13110 members 
Mstep: Class 31 contains 6878 members 
Mstep: Class 32 contains 3341 members 
Mstep: Class 33 contains 1422 members 
Mstep: Class 34 contains 1395 members 
Mstep: Class 35 contains 815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379196.000000 Penalty: 22523.314453
Iteration 122Q: 36 clusters Score -5.03792e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 12733 members 
Mstep: Class 3 contains 8873 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 4332 members 
Mstep: Class 6 contains 9375 members 
Mstep: Class 7 contains 10412 members 
Mstep: Class 8 contains 427 members 
Mstep: Class 9 contains 593772 members 
Mstep: Class 10 contains 6876 members 
Mstep: Class 11 contains 20354 members 
Mstep: Class 12 contains 12286 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 3548 members 
Mstep: Class 15 contains 8222 members 
Mstep: Class 16 contains 565855 members 
Mstep: Class 17 contains 11041 members 
Mstep: Class 18 contains 7157 members 
Mstep: Class 19 contains 3144 members 
Mstep: Class 20 contains 12115 members 
Mstep: Class 21 contains 7162 members 
Mstep: Class 22 contains 10097 members 
Mstep: Class 23 contains 1085 members 
Mstep: Class 24 contains 7038 members 
Mstep: Class 25 contains 21405 members 
Mstep: Class 26 contains 834 members 
Mstep: Class 27 contains 12871 members 
Mstep: Class 28 contains 1096 members 
Mstep: Class 29 contains 3496 members 
Mstep: Class 30 contains 13105 members 
Mstep: Class 31 contains 6874 members 
Mstep: Class 32 contains 3342 members 
Mstep: Class 33 contains 1415 members 
Mstep: Class 34 contains 1409 members 
Mstep: Class 35 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379216.000000 Penalty: 22523.314453
Iteration 123Q: 36 clusters Score -5.037922e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 12739 members 
Mstep: Class 3 contains 8865 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 4329 members 
Mstep: Class 6 contains 9383 members 
Mstep: Class 7 contains 10419 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 593651 members 
Mstep: Class 10 contains 6868 members 
Mstep: Class 11 contains 20351 members 
Mstep: Class 12 contains 12281 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 3550 members 
Mstep: Class 15 contains 8221 members 
Mstep: Class 16 contains 565859 members 
Mstep: Class 17 contains 11088 members 
Mstep: Class 18 contains 7167 members 
Mstep: Class 19 contains 3145 members 
Mstep: Class 20 contains 12139 members 
Mstep: Class 21 contains 7166 members 
Mstep: Class 22 contains 10091 members 
Mstep: Class 23 contains 1085 members 
Mstep: Class 24 contains 7044 members 
Mstep: Class 25 contains 21406 members 
Mstep: Class 26 contains 843 members 
Mstep: Class 27 contains 12867 members 
Mstep: Class 28 contains 1088 members 
Mstep: Class 29 contains 3500 members 
Mstep: Class 30 contains 13102 members 
Mstep: Class 31 contains 6866 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 1415 members 
Mstep: Class 34 contains 1423 members 
Mstep: Class 35 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379200.000000 Penalty: 22523.314453
Iteration 124Q: 36 clusters Score -5.03792e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 12736 members 
Mstep: Class 3 contains 8871 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 4323 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 10421 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 593554 members 
Mstep: Class 10 contains 6859 members 
Mstep: Class 11 contains 20354 members 
Mstep: Class 12 contains 12279 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 3552 members 
Mstep: Class 15 contains 8223 members 
Mstep: Class 16 contains 565857 members 
Mstep: Class 17 contains 11114 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 3145 members 
Mstep: Class 20 contains 12169 members 
Mstep: Class 21 contains 7173 members 
Mstep: Class 22 contains 10083 members 
Mstep: Class 23 contains 1087 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 21408 members 
Mstep: Class 26 contains 851 members 
Mstep: Class 27 contains 12871 members 
Mstep: Class 28 contains 1085 members 
Mstep: Class 29 contains 3502 members 
Mstep: Class 30 contains 13098 members 
Mstep: Class 31 contains 6854 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 1406 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379216.000000 Penalty: 22523.314453
Iteration 125Q: 36 clusters Score -5.037922e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 12730 members 
Mstep: Class 3 contains 8867 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 4317 members 
Mstep: Class 6 contains 9379 members 
Mstep: Class 7 contains 10428 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 593477 members 
Mstep: Class 10 contains 6859 members 
Mstep: Class 11 contains 20356 members 
Mstep: Class 12 contains 12287 members 
Mstep: Class 13 contains 1082 members 
Mstep: Class 14 contains 3557 members 
Mstep: Class 15 contains 8219 members 
Mstep: Class 16 contains 565858 members 
Mstep: Class 17 contains 11135 members 
Mstep: Class 18 contains 7181 members 
Mstep: Class 19 contains 3145 members 
Mstep: Class 20 contains 12192 members 
Mstep: Class 21 contains 7178 members 
Mstep: Class 22 contains 10080 members 
Mstep: Class 23 contains 1087 members 
Mstep: Class 24 contains 7056 members 
Mstep: Class 25 contains 21407 members 
Mstep: Class 26 contains 860 members 
Mstep: Class 27 contains 12873 members 
Mstep: Class 28 contains 1083 members 
Mstep: Class 29 contains 3505 members 
Mstep: Class 30 contains 13095 members 
Mstep: Class 31 contains 6839 members 
Mstep: Class 32 contains 3354 members 
Mstep: Class 33 contains 1405 members 
Mstep: Class 34 contains 1444 members 
Mstep: Class 35 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379260.000000 Penalty: 22523.314453
Iteration 126Q: 36 clusters Score -5.037926e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 12733 members 
Mstep: Class 3 contains 8869 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 4314 members 
Mstep: Class 6 contains 9381 members 
Mstep: Class 7 contains 10439 members 
Mstep: Class 8 contains 448 members 
Mstep: Class 9 contains 593397 members 
Mstep: Class 10 contains 6859 members 
Mstep: Class 11 contains 20356 members 
Mstep: Class 12 contains 12299 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 3552 members 
Mstep: Class 15 contains 8206 members 
Mstep: Class 16 contains 565845 members 
Mstep: Class 17 contains 11150 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 3151 members 
Mstep: Class 20 contains 12205 members 
Mstep: Class 21 contains 7182 members 
Mstep: Class 22 contains 10077 members 
Mstep: Class 23 contains 1086 members 
Mstep: Class 24 contains 7066 members 
Mstep: Class 25 contains 21405 members 
Mstep: Class 26 contains 867 members 
Mstep: Class 27 contains 12873 members 
Mstep: Class 28 contains 1078 members 
Mstep: Class 29 contains 3507 members 
Mstep: Class 30 contains 13099 members 
Mstep: Class 31 contains 6831 members 
Mstep: Class 32 contains 3358 members 
Mstep: Class 33 contains 1402 members 
Mstep: Class 34 contains 1456 members 
Mstep: Class 35 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379400.000000 Penalty: 22523.314453
Iteration 127Q: 36 clusters Score -5.03794e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 12739 members 
Mstep: Class 3 contains 8864 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 4312 members 
Mstep: Class 6 contains 9380 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 453 members 
Mstep: Class 9 contains 593335 members 
Mstep: Class 10 contains 6859 members 
Mstep: Class 11 contains 20355 members 
Mstep: Class 12 contains 12303 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 3555 members 
Mstep: Class 15 contains 8201 members 
Mstep: Class 16 contains 565835 members 
Mstep: Class 17 contains 11174 members 
Mstep: Class 18 contains 7193 members 
Mstep: Class 19 contains 3157 members 
Mstep: Class 20 contains 12216 members 
Mstep: Class 21 contains 7182 members 
Mstep: Class 22 contains 10065 members 
Mstep: Class 23 contains 1086 members 
Mstep: Class 24 contains 7072 members 
Mstep: Class 25 contains 21404 members 
Mstep: Class 26 contains 875 members 
Mstep: Class 27 contains 12870 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 3509 members 
Mstep: Class 30 contains 13103 members 
Mstep: Class 31 contains 6828 members 
Mstep: Class 32 contains 3363 members 
Mstep: Class 33 contains 1409 members 
Mstep: Class 34 contains 1463 members 
Mstep: Class 35 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379412.000000 Penalty: 22523.314453
Iteration 128Q: 36 clusters Score -5.037941e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 12747 members 
Mstep: Class 3 contains 8859 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 4308 members 
Mstep: Class 6 contains 9386 members 
Mstep: Class 7 contains 10455 members 
Mstep: Class 8 contains 453 members 
Mstep: Class 9 contains 593295 members 
Mstep: Class 10 contains 6856 members 
Mstep: Class 11 contains 20355 members 
Mstep: Class 12 contains 12304 members 
Mstep: Class 13 contains 1081 members 
Mstep: Class 14 contains 3556 members 
Mstep: Class 15 contains 8199 members 
Mstep: Class 16 contains 565825 members 
Mstep: Class 17 contains 11178 members 
Mstep: Class 18 contains 7201 members 
Mstep: Class 19 contains 3162 members 
Mstep: Class 20 contains 12222 members 
Mstep: Class 21 contains 7180 members 
Mstep: Class 22 contains 10056 members 
Mstep: Class 23 contains 1086 members 
Mstep: Class 24 contains 7080 members 
Mstep: Class 25 contains 21399 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 12865 members 
Mstep: Class 28 contains 1076 members 
Mstep: Class 29 contains 3509 members 
Mstep: Class 30 contains 13101 members 
Mstep: Class 31 contains 6822 members 
Mstep: Class 32 contains 3366 members 
Mstep: Class 33 contains 1420 members 
Mstep: Class 34 contains 1472 members 
Mstep: Class 35 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379352.000000 Penalty: 22523.314453
Iteration 129Q: 36 clusters Score -5.037935e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 12757 members 
Mstep: Class 3 contains 8858 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 4304 members 
Mstep: Class 6 contains 9389 members 
Mstep: Class 7 contains 10459 members 
Mstep: Class 8 contains 450 members 
Mstep: Class 9 contains 593248 members 
Mstep: Class 10 contains 6857 members 
Mstep: Class 11 contains 20362 members 
Mstep: Class 12 contains 12302 members 
Mstep: Class 13 contains 1079 members 
Mstep: Class 14 contains 3557 members 
Mstep: Class 15 contains 8197 members 
Mstep: Class 16 contains 565815 members 
Mstep: Class 17 contains 11174 members 
Mstep: Class 18 contains 7210 members 
Mstep: Class 19 contains 3163 members 
Mstep: Class 20 contains 12233 members 
Mstep: Class 21 contains 7182 members 
Mstep: Class 22 contains 10050 members 
Mstep: Class 23 contains 1085 members 
Mstep: Class 24 contains 7085 members 
Mstep: Class 25 contains 21398 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 12854 members 
Mstep: Class 28 contains 1083 members 
Mstep: Class 29 contains 3512 members 
Mstep: Class 30 contains 13097 members 
Mstep: Class 31 contains 6816 members 
Mstep: Class 32 contains 3366 members 
Mstep: Class 33 contains 1435 members 
Mstep: Class 34 contains 1487 members 
Mstep: Class 35 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379324.000000 Penalty: 22523.314453
Iteration 130Q: 36 clusters Score -5.037932e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12764 members 
Mstep: Class 3 contains 8852 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 9387 members 
Mstep: Class 7 contains 10467 members 
Mstep: Class 8 contains 447 members 
Mstep: Class 9 contains 593203 members 
Mstep: Class 10 contains 6854 members 
Mstep: Class 11 contains 20364 members 
Mstep: Class 12 contains 12303 members 
Mstep: Class 13 contains 1080 members 
Mstep: Class 14 contains 3558 members 
Mstep: Class 15 contains 8194 members 
Mstep: Class 16 contains 565809 members 
Mstep: Class 17 contains 11168 members 
Mstep: Class 18 contains 7217 members 
Mstep: Class 19 contains 3162 members 
Mstep: Class 20 contains 12244 members 
Mstep: Class 21 contains 7180 members 
Mstep: Class 22 contains 10044 members 
Mstep: Class 23 contains 1085 members 
Mstep: Class 24 contains 7087 members 
Mstep: Class 25 contains 21396 members 
Mstep: Class 26 contains 899 members 
Mstep: Class 27 contains 12843 members 
Mstep: Class 28 contains 1093 members 
Mstep: Class 29 contains 3516 members 
Mstep: Class 30 contains 13094 members 
Mstep: Class 31 contains 6808 members 
Mstep: Class 32 contains 3369 members 
Mstep: Class 33 contains 1460 members 
Mstep: Class 34 contains 1507 members 
Mstep: Class 35 contains 870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379396.000000 Penalty: 22523.314453
Iteration 131Q: 36 clusters Score -5.03794e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 12774 members 
Mstep: Class 3 contains 8848 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 4299 members 
Mstep: Class 6 contains 9388 members 
Mstep: Class 7 contains 10465 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 593166 members 
Mstep: Class 10 contains 6853 members 
Mstep: Class 11 contains 20369 members 
Mstep: Class 12 contains 12308 members 
Mstep: Class 13 contains 1078 members 
Mstep: Class 14 contains 3558 members 
Mstep: Class 15 contains 8193 members 
Mstep: Class 16 contains 565796 members 
Mstep: Class 17 contains 11176 members 
Mstep: Class 18 contains 7224 members 
Mstep: Class 19 contains 3165 members 
Mstep: Class 20 contains 12252 members 
Mstep: Class 21 contains 7180 members 
Mstep: Class 22 contains 10040 members 
Mstep: Class 23 contains 1084 members 
Mstep: Class 24 contains 7083 members 
Mstep: Class 25 contains 21395 members 
Mstep: Class 26 contains 904 members 
Mstep: Class 27 contains 12832 members 
Mstep: Class 28 contains 1096 members 
Mstep: Class 29 contains 3519 members 
Mstep: Class 30 contains 13095 members 
Mstep: Class 31 contains 6794 members 
Mstep: Class 32 contains 3368 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 1526 members 
Mstep: Class 35 contains 874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379344.000000 Penalty: 22523.314453
Iteration 132Q: 36 clusters Score -5.037934e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 12772 members 
Mstep: Class 3 contains 8845 members 
Mstep: Class 4 contains 2409 members 
Mstep: Class 5 contains 4299 members 
Mstep: Class 6 contains 9385 members 
Mstep: Class 7 contains 10466 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 593125 members 
Mstep: Class 10 contains 6851 members 
Mstep: Class 11 contains 20375 members 
Mstep: Class 12 contains 12310 members 
Mstep: Class 13 contains 1078 members 
Mstep: Class 14 contains 3556 members 
Mstep: Class 15 contains 8197 members 
Mstep: Class 16 contains 565777 members 
Mstep: Class 17 contains 11185 members 
Mstep: Class 18 contains 7230 members 
Mstep: Class 19 contains 3166 members 
Mstep: Class 20 contains 12267 members 
Mstep: Class 21 contains 7178 members 
Mstep: Class 22 contains 10037 members 
Mstep: Class 23 contains 1085 members 
Mstep: Class 24 contains 7082 members 
Mstep: Class 25 contains 21392 members 
Mstep: Class 26 contains 911 members 
Mstep: Class 27 contains 12823 members 
Mstep: Class 28 contains 1104 members 
Mstep: Class 29 contains 3521 members 
Mstep: Class 30 contains 13092 members 
Mstep: Class 31 contains 6788 members 
Mstep: Class 32 contains 3361 members 
Mstep: Class 33 contains 1501 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379312.000000 Penalty: 22523.314453
Iteration 133Q: 36 clusters Score -5.037931e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 12764 members 
Mstep: Class 3 contains 8831 members 
Mstep: Class 4 contains 2411 members 
Mstep: Class 5 contains 4300 members 
Mstep: Class 6 contains 9381 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 593075 members 
Mstep: Class 10 contains 6851 members 
Mstep: Class 11 contains 20378 members 
Mstep: Class 12 contains 12310 members 
Mstep: Class 13 contains 1079 members 
Mstep: Class 14 contains 3555 members 
Mstep: Class 15 contains 8198 members 
Mstep: Class 16 contains 565775 members 
Mstep: Class 17 contains 11197 members 
Mstep: Class 18 contains 7230 members 
Mstep: Class 19 contains 3168 members 
Mstep: Class 20 contains 12281 members 
Mstep: Class 21 contains 7173 members 
Mstep: Class 22 contains 10032 members 
Mstep: Class 23 contains 1085 members 
Mstep: Class 24 contains 7083 members 
Mstep: Class 25 contains 21391 members 
Mstep: Class 26 contains 918 members 
Mstep: Class 27 contains 12818 members 
Mstep: Class 28 contains 1110 members 
Mstep: Class 29 contains 3524 members 
Mstep: Class 30 contains 13091 members 
Mstep: Class 31 contains 6782 members 
Mstep: Class 32 contains 3357 members 
Mstep: Class 33 contains 1520 members 
Mstep: Class 34 contains 1559 members 
Mstep: Class 35 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379368.000000 Penalty: 22523.314453
Iteration 134Q: 36 clusters Score -5.037937e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 12754 members 
Mstep: Class 3 contains 8826 members 
Mstep: Class 4 contains 2412 members 
Mstep: Class 5 contains 4299 members 
Mstep: Class 6 contains 9379 members 
Mstep: Class 7 contains 10475 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 593040 members 
Mstep: Class 10 contains 6846 members 
Mstep: Class 11 contains 20378 members 
Mstep: Class 12 contains 12311 members 
Mstep: Class 13 contains 1082 members 
Mstep: Class 14 contains 3555 members 
Mstep: Class 15 contains 8201 members 
Mstep: Class 16 contains 565764 members 
Mstep: Class 17 contains 11205 members 
Mstep: Class 18 contains 7236 members 
Mstep: Class 19 contains 3168 members 
Mstep: Class 20 contains 12289 members 
Mstep: Class 21 contains 7168 members 
Mstep: Class 22 contains 10025 members 
Mstep: Class 23 contains 1084 members 
Mstep: Class 24 contains 7083 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 925 members 
Mstep: Class 27 contains 12818 members 
Mstep: Class 28 contains 1123 members 
Mstep: Class 29 contains 3530 members 
Mstep: Class 30 contains 13091 members 
Mstep: Class 31 contains 6776 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 1548 members 
Mstep: Class 34 contains 1569 members 
Mstep: Class 35 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379344.000000 Penalty: 22523.314453
Iteration 135Q: 36 clusters Score -5.037934e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 12747 members 
Mstep: Class 3 contains 8819 members 
Mstep: Class 4 contains 2406 members 
Mstep: Class 5 contains 4300 members 
Mstep: Class 6 contains 9383 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 593012 members 
Mstep: Class 10 contains 6846 members 
Mstep: Class 11 contains 20392 members 
Mstep: Class 12 contains 12314 members 
Mstep: Class 13 contains 1079 members 
Mstep: Class 14 contains 3556 members 
Mstep: Class 15 contains 8205 members 
Mstep: Class 16 contains 565745 members 
Mstep: Class 17 contains 11205 members 
Mstep: Class 18 contains 7235 members 
Mstep: Class 19 contains 3166 members 
Mstep: Class 20 contains 12294 members 
Mstep: Class 21 contains 7160 members 
Mstep: Class 22 contains 10019 members 
Mstep: Class 23 contains 1084 members 
Mstep: Class 24 contains 7081 members 
Mstep: Class 25 contains 21390 members 
Mstep: Class 26 contains 931 members 
Mstep: Class 27 contains 12817 members 
Mstep: Class 28 contains 1131 members 
Mstep: Class 29 contains 3536 members 
Mstep: Class 30 contains 13091 members 
Mstep: Class 31 contains 6772 members 
Mstep: Class 32 contains 3346 members 
Mstep: Class 33 contains 1570 members 
Mstep: Class 34 contains 1585 members 
Mstep: Class 35 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379336.000000 Penalty: 22523.314453
Iteration 136Q: 36 clusters Score -5.037934e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 12750 members 
Mstep: Class 3 contains 8816 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 4300 members 
Mstep: Class 6 contains 9388 members 
Mstep: Class 7 contains 10477 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 592983 members 
Mstep: Class 10 contains 6843 members 
Mstep: Class 11 contains 20398 members 
Mstep: Class 12 contains 12317 members 
Mstep: Class 13 contains 1079 members 
Mstep: Class 14 contains 3557 members 
Mstep: Class 15 contains 8208 members 
Mstep: Class 16 contains 565729 members 
Mstep: Class 17 contains 11200 members 
Mstep: Class 18 contains 7237 members 
Mstep: Class 19 contains 3168 members 
Mstep: Class 20 contains 12299 members 
Mstep: Class 21 contains 7155 members 
Mstep: Class 22 contains 10015 members 
Mstep: Class 23 contains 1084 members 
Mstep: Class 24 contains 7082 members 
Mstep: Class 25 contains 21390 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 12816 members 
Mstep: Class 28 contains 1132 members 
Mstep: Class 29 contains 3543 members 
Mstep: Class 30 contains 13090 members 
Mstep: Class 31 contains 6772 members 
Mstep: Class 32 contains 3342 members 
Mstep: Class 33 contains 1589 members 
Mstep: Class 34 contains 1595 members 
Mstep: Class 35 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379372.000000 Penalty: 22523.314453
Iteration 137Q: 36 clusters Score -5.037937e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 12756 members 
Mstep: Class 3 contains 8812 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 4297 members 
Mstep: Class 6 contains 9396 members 
Mstep: Class 7 contains 10479 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 592963 members 
Mstep: Class 10 contains 6842 members 
Mstep: Class 11 contains 20403 members 
Mstep: Class 12 contains 12321 members 
Mstep: Class 13 contains 1082 members 
Mstep: Class 14 contains 3559 members 
Mstep: Class 15 contains 8206 members 
Mstep: Class 16 contains 565716 members 
Mstep: Class 17 contains 11196 members 
Mstep: Class 18 contains 7241 members 
Mstep: Class 19 contains 3170 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 7153 members 
Mstep: Class 22 contains 10010 members 
Mstep: Class 23 contains 1084 members 
Mstep: Class 24 contains 7083 members 
Mstep: Class 25 contains 21395 members 
Mstep: Class 26 contains 942 members 
Mstep: Class 27 contains 12812 members 
Mstep: Class 28 contains 1128 members 
Mstep: Class 29 contains 3545 members 
Mstep: Class 30 contains 13086 members 
Mstep: Class 31 contains 6770 members 
Mstep: Class 32 contains 3339 members 
Mstep: Class 33 contains 1607 members 
Mstep: Class 34 contains 1606 members 
Mstep: Class 35 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379316.000000 Penalty: 22523.314453
Iteration 138Q: 36 clusters Score -5.037932e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 12757 members 
Mstep: Class 3 contains 8806 members 
Mstep: Class 4 contains 2401 members 
Mstep: Class 5 contains 4293 members 
Mstep: Class 6 contains 9402 members 
Mstep: Class 7 contains 10477 members 
Mstep: Class 8 contains 427 members 
Mstep: Class 9 contains 592943 members 
Mstep: Class 10 contains 6840 members 
Mstep: Class 11 contains 20413 members 
Mstep: Class 12 contains 12320 members 
Mstep: Class 13 contains 1082 members 
Mstep: Class 14 contains 3561 members 
Mstep: Class 15 contains 8207 members 
Mstep: Class 16 contains 565709 members 
Mstep: Class 17 contains 11197 members 
Mstep: Class 18 contains 7244 members 
Mstep: Class 19 contains 3171 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 7150 members 
Mstep: Class 22 contains 10006 members 
Mstep: Class 23 contains 1084 members 
Mstep: Class 24 contains 7090 members 
Mstep: Class 25 contains 21397 members 
Mstep: Class 26 contains 946 members 
Mstep: Class 27 contains 12813 members 
Mstep: Class 28 contains 1128 members 
Mstep: Class 29 contains 3547 members 
Mstep: Class 30 contains 13080 members 
Mstep: Class 31 contains 6770 members 
Mstep: Class 32 contains 3338 members 
Mstep: Class 33 contains 1618 members 
Mstep: Class 34 contains 1614 members 
Mstep: Class 35 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379344.000000 Penalty: 22523.314453
Iteration 139Q: 36 clusters Score -5.037934e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 12760 members 
Mstep: Class 3 contains 8801 members 
Mstep: Class 4 contains 2401 members 
Mstep: Class 5 contains 4287 members 
Mstep: Class 6 contains 9401 members 
Mstep: Class 7 contains 10478 members 
Mstep: Class 8 contains 426 members 
Mstep: Class 9 contains 592933 members 
Mstep: Class 10 contains 6837 members 
Mstep: Class 11 contains 20421 members 
Mstep: Class 12 contains 12320 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 3561 members 
Mstep: Class 15 contains 8205 members 
Mstep: Class 16 contains 565700 members 
Mstep: Class 17 contains 11199 members 
Mstep: Class 18 contains 7247 members 
Mstep: Class 19 contains 3169 members 
Mstep: Class 20 contains 12293 members 
Mstep: Class 21 contains 7147 members 
Mstep: Class 22 contains 10004 members 
Mstep: Class 23 contains 1084 members 
Mstep: Class 24 contains 7093 members 
Mstep: Class 25 contains 21398 members 
Mstep: Class 26 contains 947 members 
Mstep: Class 27 contains 12815 members 
Mstep: Class 28 contains 1124 members 
Mstep: Class 29 contains 3551 members 
Mstep: Class 30 contains 13076 members 
Mstep: Class 31 contains 6773 members 
Mstep: Class 32 contains 3337 members 
Mstep: Class 33 contains 1641 members 
Mstep: Class 34 contains 1618 members 
Mstep: Class 35 contains 879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379276.000000 Penalty: 22523.314453
Iteration 140F: 36 clusters Score -5.037928e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12757 members 
Mstep: Class 3 contains 8798 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 4283 members 
Mstep: Class 6 contains 9399 members 
Mstep: Class 7 contains 10481 members 
Mstep: Class 8 contains 427 members 
Mstep: Class 9 contains 592922 members 
Mstep: Class 10 contains 6833 members 
Mstep: Class 11 contains 20429 members 
Mstep: Class 12 contains 12319 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 3559 members 
Mstep: Class 15 contains 8200 members 
Mstep: Class 16 contains 565693 members 
Mstep: Class 17 contains 11196 members 
Mstep: Class 18 contains 7250 members 
Mstep: Class 19 contains 3167 members 
Mstep: Class 20 contains 12297 members 
Mstep: Class 21 contains 7141 members 
Mstep: Class 22 contains 10002 members 
Mstep: Class 23 contains 1083 members 
Mstep: Class 24 contains 7094 members 
Mstep: Class 25 contains 21402 members 
Mstep: Class 26 contains 949 members 
Mstep: Class 27 contains 12813 members 
Mstep: Class 28 contains 1122 members 
Mstep: Class 29 contains 3562 members 
Mstep: Class 30 contains 13075 members 
Mstep: Class 31 contains 6774 members 
Mstep: Class 32 contains 3339 members 
Mstep: Class 33 contains 1667 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379284.000000 Penalty: 22523.314453
Iteration 141Q: 36 clusters Score -5.037928e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 12763 members 
Mstep: Class 3 contains 8795 members 
Mstep: Class 4 contains 2392 members 
Mstep: Class 5 contains 4278 members 
Mstep: Class 6 contains 9402 members 
Mstep: Class 7 contains 10483 members 
Mstep: Class 8 contains 426 members 
Mstep: Class 9 contains 592910 members 
Mstep: Class 10 contains 6830 members 
Mstep: Class 11 contains 20437 members 
Mstep: Class 12 contains 12324 members 
Mstep: Class 13 contains 1082 members 
Mstep: Class 14 contains 3560 members 
Mstep: Class 15 contains 8194 members 
Mstep: Class 16 contains 565687 members 
Mstep: Class 17 contains 11198 members 
Mstep: Class 18 contains 7248 members 
Mstep: Class 19 contains 3166 members 
Mstep: Class 20 contains 12300 members 
Mstep: Class 21 contains 7134 members 
Mstep: Class 22 contains 10000 members 
Mstep: Class 23 contains 1082 members 
Mstep: Class 24 contains 7095 members 
Mstep: Class 25 contains 21403 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 12811 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3573 members 
Mstep: Class 30 contains 13073 members 
Mstep: Class 31 contains 6769 members 
Mstep: Class 32 contains 3341 members 
Mstep: Class 33 contains 1694 members 
Mstep: Class 34 contains 1624 members 
Mstep: Class 35 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379340.000000 Penalty: 22523.314453
Iteration 142Q: 36 clusters Score -5.037934e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 12767 members 
Mstep: Class 3 contains 8796 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 4272 members 
Mstep: Class 6 contains 9404 members 
Mstep: Class 7 contains 10483 members 
Mstep: Class 8 contains 425 members 
Mstep: Class 9 contains 592908 members 
Mstep: Class 10 contains 6830 members 
Mstep: Class 11 contains 20449 members 
Mstep: Class 12 contains 12326 members 
Mstep: Class 13 contains 1081 members 
Mstep: Class 14 contains 3561 members 
Mstep: Class 15 contains 8195 members 
Mstep: Class 16 contains 565672 members 
Mstep: Class 17 contains 11198 members 
Mstep: Class 18 contains 7247 members 
Mstep: Class 19 contains 3168 members 
Mstep: Class 20 contains 12297 members 
Mstep: Class 21 contains 7128 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 1083 members 
Mstep: Class 24 contains 7100 members 
Mstep: Class 25 contains 21402 members 
Mstep: Class 26 contains 949 members 
Mstep: Class 27 contains 12805 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3585 members 
Mstep: Class 30 contains 13072 members 
Mstep: Class 31 contains 6766 members 
Mstep: Class 32 contains 3344 members 
Mstep: Class 33 contains 1703 members 
Mstep: Class 34 contains 1627 members 
Mstep: Class 35 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379360.000000 Penalty: 22523.314453
Iteration 143Q: 36 clusters Score -5.037936e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 12768 members 
Mstep: Class 3 contains 8793 members 
Mstep: Class 4 contains 2381 members 
Mstep: Class 5 contains 4266 members 
Mstep: Class 6 contains 9407 members 
Mstep: Class 7 contains 10482 members 
Mstep: Class 8 contains 424 members 
Mstep: Class 9 contains 592899 members 
Mstep: Class 10 contains 6829 members 
Mstep: Class 11 contains 20462 members 
Mstep: Class 12 contains 12329 members 
Mstep: Class 13 contains 1079 members 
Mstep: Class 14 contains 3563 members 
Mstep: Class 15 contains 8194 members 
Mstep: Class 16 contains 565659 members 
Mstep: Class 17 contains 11200 members 
Mstep: Class 18 contains 7246 members 
Mstep: Class 19 contains 3170 members 
Mstep: Class 20 contains 12299 members 
Mstep: Class 21 contains 7123 members 
Mstep: Class 22 contains 9995 members 
Mstep: Class 23 contains 1085 members 
Mstep: Class 24 contains 7105 members 
Mstep: Class 25 contains 21399 members 
Mstep: Class 26 contains 951 members 
Mstep: Class 27 contains 12803 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3591 members 
Mstep: Class 30 contains 13076 members 
Mstep: Class 31 contains 6763 members 
Mstep: Class 32 contains 3346 members 
Mstep: Class 33 contains 1707 members 
Mstep: Class 34 contains 1635 members 
Mstep: Class 35 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379364.000000 Penalty: 22523.314453
Iteration 144Q: 36 clusters Score -5.037936e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 12770 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 2379 members 
Mstep: Class 5 contains 4264 members 
Mstep: Class 6 contains 9406 members 
Mstep: Class 7 contains 10480 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 592899 members 
Mstep: Class 10 contains 6828 members 
Mstep: Class 11 contains 20472 members 
Mstep: Class 12 contains 12331 members 
Mstep: Class 13 contains 1077 members 
Mstep: Class 14 contains 3563 members 
Mstep: Class 15 contains 8193 members 
Mstep: Class 16 contains 565648 members 
Mstep: Class 17 contains 11202 members 
Mstep: Class 18 contains 7245 members 
Mstep: Class 19 contains 3169 members 
Mstep: Class 20 contains 12300 members 
Mstep: Class 21 contains 7119 members 
Mstep: Class 22 contains 9994 members 
Mstep: Class 23 contains 1086 members 
Mstep: Class 24 contains 7110 members 
Mstep: Class 25 contains 21399 members 
Mstep: Class 26 contains 953 members 
Mstep: Class 27 contains 12803 members 
Mstep: Class 28 contains 1116 members 
Mstep: Class 29 contains 3597 members 
Mstep: Class 30 contains 13078 members 
Mstep: Class 31 contains 6752 members 
Mstep: Class 32 contains 3346 members 
Mstep: Class 33 contains 1710 members 
Mstep: Class 34 contains 1642 members 
Mstep: Class 35 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379348.000000 Penalty: 22523.314453
Iteration 145Q: 36 clusters Score -5.037935e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 12770 members 
Mstep: Class 3 contains 8790 members 
Mstep: Class 4 contains 2374 members 
Mstep: Class 5 contains 4258 members 
Mstep: Class 6 contains 9407 members 
Mstep: Class 7 contains 10479 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 592903 members 
Mstep: Class 10 contains 6826 members 
Mstep: Class 11 contains 20483 members 
Mstep: Class 12 contains 12332 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 3563 members 
Mstep: Class 15 contains 8194 members 
Mstep: Class 16 contains 565640 members 
Mstep: Class 17 contains 11198 members 
Mstep: Class 18 contains 7244 members 
Mstep: Class 19 contains 3170 members 
Mstep: Class 20 contains 12300 members 
Mstep: Class 21 contains 7115 members 
Mstep: Class 22 contains 9992 members 
Mstep: Class 23 contains 1086 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 21400 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 12801 members 
Mstep: Class 28 contains 1116 members 
Mstep: Class 29 contains 3603 members 
Mstep: Class 30 contains 13077 members 
Mstep: Class 31 contains 6742 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 1711 members 
Mstep: Class 34 contains 1648 members 
Mstep: Class 35 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379348.000000 Penalty: 22523.314453
Iteration 146Q: 36 clusters Score -5.037935e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 12772 members 
Mstep: Class 3 contains 8787 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 4256 members 
Mstep: Class 6 contains 9406 members 
Mstep: Class 7 contains 10479 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 592903 members 
Mstep: Class 10 contains 6824 members 
Mstep: Class 11 contains 20493 members 
Mstep: Class 12 contains 12332 members 
Mstep: Class 13 contains 1077 members 
Mstep: Class 14 contains 3564 members 
Mstep: Class 15 contains 8195 members 
Mstep: Class 16 contains 565626 members 
Mstep: Class 17 contains 11196 members 
Mstep: Class 18 contains 7244 members 
Mstep: Class 19 contains 3171 members 
Mstep: Class 20 contains 12300 members 
Mstep: Class 21 contains 7114 members 
Mstep: Class 22 contains 9992 members 
Mstep: Class 23 contains 1086 members 
Mstep: Class 24 contains 7122 members 
Mstep: Class 25 contains 21402 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 12800 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3611 members 
Mstep: Class 30 contains 13075 members 
Mstep: Class 31 contains 6736 members 
Mstep: Class 32 contains 3353 members 
Mstep: Class 33 contains 1710 members 
Mstep: Class 34 contains 1653 members 
Mstep: Class 35 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379336.000000 Penalty: 22523.314453
Iteration 147Q: 36 clusters Score -5.037934e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 12775 members 
Mstep: Class 3 contains 8785 members 
Mstep: Class 4 contains 2359 members 
Mstep: Class 5 contains 4254 members 
Mstep: Class 6 contains 9406 members 
Mstep: Class 7 contains 10478 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 592900 members 
Mstep: Class 10 contains 6824 members 
Mstep: Class 11 contains 20495 members 
Mstep: Class 12 contains 12329 members 
Mstep: Class 13 contains 1082 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 8192 members 
Mstep: Class 16 contains 565623 members 
Mstep: Class 17 contains 11191 members 
Mstep: Class 18 contains 7244 members 
Mstep: Class 19 contains 3172 members 
Mstep: Class 20 contains 12301 members 
Mstep: Class 21 contains 7113 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 1086 members 
Mstep: Class 24 contains 7126 members 
Mstep: Class 25 contains 21403 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 12801 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3618 members 
Mstep: Class 30 contains 13074 members 
Mstep: Class 31 contains 6733 members 
Mstep: Class 32 contains 3357 members 
Mstep: Class 33 contains 1711 members 
Mstep: Class 34 contains 1657 members 
Mstep: Class 35 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379396.000000 Penalty: 22523.314453
Iteration 148Q: 36 clusters Score -5.03794e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 12777 members 
Mstep: Class 3 contains 8785 members 
Mstep: Class 4 contains 2357 members 
Mstep: Class 5 contains 4252 members 
Mstep: Class 6 contains 9408 members 
Mstep: Class 7 contains 10477 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 592892 members 
Mstep: Class 10 contains 6825 members 
Mstep: Class 11 contains 20499 members 
Mstep: Class 12 contains 12328 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 3566 members 
Mstep: Class 15 contains 8193 members 
Mstep: Class 16 contains 565609 members 
Mstep: Class 17 contains 11185 members 
Mstep: Class 18 contains 7244 members 
Mstep: Class 19 contains 3172 members 
Mstep: Class 20 contains 12303 members 
Mstep: Class 21 contains 7110 members 
Mstep: Class 22 contains 9988 members 
Mstep: Class 23 contains 1087 members 
Mstep: Class 24 contains 7127 members 
Mstep: Class 25 contains 21407 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 12799 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3625 members 
Mstep: Class 30 contains 13076 members 
Mstep: Class 31 contains 6733 members 
Mstep: Class 32 contains 3360 members 
Mstep: Class 33 contains 1712 members 
Mstep: Class 34 contains 1659 members 
Mstep: Class 35 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379496.000000 Penalty: 22523.314453
Iteration 149Q: 36 clusters Score -5.03795e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 12783 members 
Mstep: Class 3 contains 8787 members 
Mstep: Class 4 contains 2353 members 
Mstep: Class 5 contains 4250 members 
Mstep: Class 6 contains 9408 members 
Mstep: Class 7 contains 10478 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 592892 members 
Mstep: Class 10 contains 6824 members 
Mstep: Class 11 contains 20502 members 
Mstep: Class 12 contains 12327 members 
Mstep: Class 13 contains 1086 members 
Mstep: Class 14 contains 3566 members 
Mstep: Class 15 contains 8191 members 
Mstep: Class 16 contains 565594 members 
Mstep: Class 17 contains 11180 members 
Mstep: Class 18 contains 7244 members 
Mstep: Class 19 contains 3171 members 
Mstep: Class 20 contains 12303 members 
Mstep: Class 21 contains 7108 members 
Mstep: Class 22 contains 9988 members 
Mstep: Class 23 contains 1088 members 
Mstep: Class 24 contains 7126 members 
Mstep: Class 25 contains 21410 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 12799 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3634 members 
Mstep: Class 30 contains 13079 members 
Mstep: Class 31 contains 6731 members 
Mstep: Class 32 contains 3362 members 
Mstep: Class 33 contains 1714 members 
Mstep: Class 34 contains 1664 members 
Mstep: Class 35 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379476.000000 Penalty: 22523.314453
Iteration 150Q: 36 clusters Score -5.037948e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 12785 members 
Mstep: Class 3 contains 8786 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 4250 members 
Mstep: Class 6 contains 9409 members 
Mstep: Class 7 contains 10478 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 592892 members 
Mstep: Class 10 contains 6824 members 
Mstep: Class 11 contains 20504 members 
Mstep: Class 12 contains 12328 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 3566 members 
Mstep: Class 15 contains 8188 members 
Mstep: Class 16 contains 565584 members 
Mstep: Class 17 contains 11174 members 
Mstep: Class 18 contains 7244 members 
Mstep: Class 19 contains 3171 members 
Mstep: Class 20 contains 12308 members 
Mstep: Class 21 contains 7106 members 
Mstep: Class 22 contains 9988 members 
Mstep: Class 23 contains 1090 members 
Mstep: Class 24 contains 7124 members 
Mstep: Class 25 contains 21410 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 12798 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3643 members 
Mstep: Class 30 contains 13082 members 
Mstep: Class 31 contains 6727 members 
Mstep: Class 32 contains 3361 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379460.000000 Penalty: 22523.314453
Iteration 151Q: 36 clusters Score -5.037946e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12785 members 
Mstep: Class 3 contains 8788 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 4250 members 
Mstep: Class 6 contains 9410 members 
Mstep: Class 7 contains 10478 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 592892 members 
Mstep: Class 10 contains 6824 members 
Mstep: Class 11 contains 20504 members 
Mstep: Class 12 contains 12329 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 3566 members 
Mstep: Class 15 contains 8186 members 
Mstep: Class 16 contains 565577 members 
Mstep: Class 17 contains 11169 members 
Mstep: Class 18 contains 7246 members 
Mstep: Class 19 contains 3169 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 7106 members 
Mstep: Class 22 contains 9988 members 
Mstep: Class 23 contains 1090 members 
Mstep: Class 24 contains 7125 members 
Mstep: Class 25 contains 21413 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 12798 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 13087 members 
Mstep: Class 31 contains 6723 members 
Mstep: Class 32 contains 3361 members 
Mstep: Class 33 contains 1723 members 
Mstep: Class 34 contains 1667 members 
Mstep: Class 35 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379468.000000 Penalty: 22523.314453
Iteration 152Q: 36 clusters Score -5.037947e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12783 members 
Mstep: Class 3 contains 8791 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 4250 members 
Mstep: Class 6 contains 9410 members 
Mstep: Class 7 contains 10477 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 592895 members 
Mstep: Class 10 contains 6824 members 
Mstep: Class 11 contains 20507 members 
Mstep: Class 12 contains 12331 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 8185 members 
Mstep: Class 16 contains 565570 members 
Mstep: Class 17 contains 11165 members 
Mstep: Class 18 contains 7248 members 
Mstep: Class 19 contains 3169 members 
Mstep: Class 20 contains 12311 members 
Mstep: Class 21 contains 7104 members 
Mstep: Class 22 contains 9988 members 
Mstep: Class 23 contains 1090 members 
Mstep: Class 24 contains 7123 members 
Mstep: Class 25 contains 21418 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 12799 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3649 members 
Mstep: Class 30 contains 13089 members 
Mstep: Class 31 contains 6721 members 
Mstep: Class 32 contains 3361 members 
Mstep: Class 33 contains 1724 members 
Mstep: Class 34 contains 1667 members 
Mstep: Class 35 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379500.000000 Penalty: 22523.314453
Iteration 153Q: 36 clusters Score -5.03795e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 12784 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 2339 members 
Mstep: Class 5 contains 4250 members 
Mstep: Class 6 contains 9410 members 
Mstep: Class 7 contains 10477 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 592894 members 
Mstep: Class 10 contains 6825 members 
Mstep: Class 11 contains 20508 members 
Mstep: Class 12 contains 12332 members 
Mstep: Class 13 contains 1086 members 
Mstep: Class 14 contains 3566 members 
Mstep: Class 15 contains 8184 members 
Mstep: Class 16 contains 565564 members 
Mstep: Class 17 contains 11164 members 
Mstep: Class 18 contains 7252 members 
Mstep: Class 19 contains 3169 members 
Mstep: Class 20 contains 12314 members 
Mstep: Class 21 contains 7103 members 
Mstep: Class 22 contains 9988 members 
Mstep: Class 23 contains 1090 members 
Mstep: Class 24 contains 7122 members 
Mstep: Class 25 contains 21420 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 12796 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3651 members 
Mstep: Class 30 contains 13093 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 3361 members 
Mstep: Class 33 contains 1725 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379464.000000 Penalty: 22523.314453
Iteration 154Q: 36 clusters Score -5.037946e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12785 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 2339 members 
Mstep: Class 5 contains 4250 members 
Mstep: Class 6 contains 9411 members 
Mstep: Class 7 contains 10478 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 592892 members 
Mstep: Class 10 contains 6825 members 
Mstep: Class 11 contains 20512 members 
Mstep: Class 12 contains 12329 members 
Mstep: Class 13 contains 1086 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 8184 members 
Mstep: Class 16 contains 565561 members 
Mstep: Class 17 contains 11160 members 
Mstep: Class 18 contains 7255 members 
Mstep: Class 19 contains 3169 members 
Mstep: Class 20 contains 12314 members 
Mstep: Class 21 contains 7103 members 
Mstep: Class 22 contains 9988 members 
Mstep: Class 23 contains 1090 members 
Mstep: Class 24 contains 7122 members 
Mstep: Class 25 contains 21420 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 12796 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3653 members 
Mstep: Class 30 contains 13092 members 
Mstep: Class 31 contains 6718 members 
Mstep: Class 32 contains 3361 members 
Mstep: Class 33 contains 1725 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379508.000000 Penalty: 22523.314453
Iteration 155Q: 36 clusters Score -5.037951e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 12785 members 
Mstep: Class 3 contains 8793 members 
Mstep: Class 4 contains 2338 members 
Mstep: Class 5 contains 4250 members 
Mstep: Class 6 contains 9408 members 
Mstep: Class 7 contains 10478 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 592892 members 
Mstep: Class 10 contains 6824 members 
Mstep: Class 11 contains 20519 members 
Mstep: Class 12 contains 12327 members 
Mstep: Class 13 contains 1087 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 8185 members 
Mstep: Class 16 contains 565550 members 
Mstep: Class 17 contains 11156 members 
Mstep: Class 18 contains 7259 members 
Mstep: Class 19 contains 3169 members 
Mstep: Class 20 contains 12316 members 
Mstep: Class 21 contains 7103 members 
Mstep: Class 22 contains 9988 members 
Mstep: Class 23 contains 1090 members 
Mstep: Class 24 contains 7122 members 
Mstep: Class 25 contains 21420 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 12797 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3656 members 
Mstep: Class 30 contains 13092 members 
Mstep: Class 31 contains 6718 members 
Mstep: Class 32 contains 3361 members 
Mstep: Class 33 contains 1725 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379492.000000 Penalty: 22523.314453
Iteration 156Q: 36 clusters Score -5.037949e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 12786 members 
Mstep: Class 3 contains 8791 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 4250 members 
Mstep: Class 6 contains 9405 members 
Mstep: Class 7 contains 10478 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 592896 members 
Mstep: Class 10 contains 6822 members 
Mstep: Class 11 contains 20525 members 
Mstep: Class 12 contains 12326 members 
Mstep: Class 13 contains 1087 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 8186 members 
Mstep: Class 16 contains 565545 members 
Mstep: Class 17 contains 11153 members 
Mstep: Class 18 contains 7262 members 
Mstep: Class 19 contains 3169 members 
Mstep: Class 20 contains 12316 members 
Mstep: Class 21 contains 7103 members 
Mstep: Class 22 contains 9988 members 
Mstep: Class 23 contains 1090 members 
Mstep: Class 24 contains 7122 members 
Mstep: Class 25 contains 21418 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 12798 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3659 members 
Mstep: Class 30 contains 13091 members 
Mstep: Class 31 contains 6716 members 
Mstep: Class 32 contains 3361 members 
Mstep: Class 33 contains 1726 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379436.000000 Penalty: 22523.314453
Iteration 157Q: 36 clusters Score -5.037944e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 12788 members 
Mstep: Class 3 contains 8790 members 
Mstep: Class 4 contains 2336 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 9406 members 
Mstep: Class 7 contains 10478 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 592894 members 
Mstep: Class 10 contains 6820 members 
Mstep: Class 11 contains 20531 members 
Mstep: Class 12 contains 12325 members 
Mstep: Class 13 contains 1087 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 8187 members 
Mstep: Class 16 contains 565533 members 
Mstep: Class 17 contains 11152 members 
Mstep: Class 18 contains 7268 members 
Mstep: Class 19 contains 3169 members 
Mstep: Class 20 contains 12316 members 
Mstep: Class 21 contains 7103 members 
Mstep: Class 22 contains 9988 members 
Mstep: Class 23 contains 1090 members 
Mstep: Class 24 contains 7122 members 
Mstep: Class 25 contains 21420 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 12799 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3662 members 
Mstep: Class 30 contains 13090 members 
Mstep: Class 31 contains 6713 members 
Mstep: Class 32 contains 3361 members 
Mstep: Class 33 contains 1726 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50379456.000000 Penalty: 22523.314453
Iteration 158Q: 36 clusters Score -5.037946e+07 nChanged 30
Entering ConstructFrom: 
Score: -50379456.000000 Penalty: 22523.314453
Entering ConstructFrom: 
Trying to split cluster 1 (1964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Entering Unmasked Estep 
Score: -61499.785156 Penalty: 345.014587
	Iteration 0F: 2 clusters Score -61499.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -60069.078125 Penalty: 690.029175
	Iteration 0F: 3 clusters Score -60069.08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -60578.996094 Penalty: 690.029175
	Iteration 1F: 3 clusters Score -60579 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -60707.800781 Penalty: 690.029175
	Iteration 2F: 3 clusters Score -60707.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -60812.988281 Penalty: 690.029175
	Iteration 3F: 3 clusters Score -60812.99 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -60893.359375 Penalty: 690.029175
	Iteration 4F: 3 clusters Score -60893.36 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -60969.179688 Penalty: 690.029175
	Iteration 5Q: 3 clusters Score -60969.18 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -61020.769531 Penalty: 690.029175
	Iteration 6Q: 3 clusters Score -61020.77 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -61051.585938 Penalty: 690.029175
	Iteration 7Q: 3 clusters Score -61051.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -61075.730469 Penalty: 690.029175
	Iteration 8Q: 3 clusters Score -61075.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -61096.078125 Penalty: 690.029175
	Iteration 9Q: 3 clusters Score -61096.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -61114.625000 Penalty: 690.029175
	Iteration 10Q: 3 clusters Score -61114.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -61135.042969 Penalty: 690.029175
	Iteration 11Q: 3 clusters Score -61135.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -61163.507812 Penalty: 690.029175
	Iteration 12Q: 3 clusters Score -61163.51 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -61185.035156 Penalty: 690.029175
	Iteration 13Q: 3 clusters Score -61185.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -61204.847656 Penalty: 690.029175
	Iteration 14Q: 3 clusters Score -61204.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -61224.847656 Penalty: 690.029175
	Iteration 15Q: 3 clusters Score -61224.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -61238.320312 Penalty: 690.029175
	Iteration 16Q: 3 clusters Score -61238.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -61247.312500 Penalty: 690.029175
	Iteration 17Q: 3 clusters Score -61247.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -61254.105469 Penalty: 690.029175
	Iteration 18Q: 3 clusters Score -61254.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -61262.792969 Penalty: 690.029175
	Iteration 19Q: 3 clusters Score -61262.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -61266.457031 Penalty: 690.029175
	Iteration 20F: 3 clusters Score -61266.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -61269.976562 Penalty: 690.029175
	Iteration 21Q: 3 clusters Score -61269.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -61270.796875 Penalty: 690.029175
	Iteration 22Q: 3 clusters Score -61270.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -61272.117188 Penalty: 690.029175
	Iteration 23Q: 3 clusters Score -61272.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -61272.429688 Penalty: 690.029175
	Iteration 24Q: 3 clusters Score -61272.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -61272.449219 Penalty: 690.029175
	Iteration 25Q: 3 clusters Score -61272.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -61272.496094 Penalty: 690.029175
	Iteration 26Q: 3 clusters Score -61272.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -61272.496094 Penalty: 690.029175
	Iteration 27F: 3 clusters Score -61272.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Entering Unmasked Estep 
Score: -474863.062500 Penalty: 430.267059
	Iteration 0F: 2 clusters Score -474863.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -466363.000000 Penalty: 860.534119
	Iteration 0F: 3 clusters Score -466363 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -469892.281250 Penalty: 860.534119
	Iteration 1F: 3 clusters Score -469892.3 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -470252.687500 Penalty: 860.534119
	Iteration 2F: 3 clusters Score -470252.7 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -470670.500000 Penalty: 860.534119
	Iteration 3F: 3 clusters Score -470670.5 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -471115.062500 Penalty: 860.534119
	Iteration 4F: 3 clusters Score -471115.1 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -471667.437500 Penalty: 860.534119
	Iteration 5F: 3 clusters Score -471667.4 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -472231.281250 Penalty: 860.534119
	Iteration 6F: 3 clusters Score -472231.3 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -472882.812500 Penalty: 860.534119
	Iteration 7F: 3 clusters Score -472882.8 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -473486.062500 Penalty: 860.534119
	Iteration 8F: 3 clusters Score -473486.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -473875.562500 Penalty: 860.534119
	Iteration 9Q: 3 clusters Score -473875.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -474113.593750 Penalty: 860.534119
	Iteration 10Q: 3 clusters Score -474113.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -474263.281250 Penalty: 860.534119
	Iteration 11Q: 3 clusters Score -474263.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -474356.468750 Penalty: 860.534119
	Iteration 12Q: 3 clusters Score -474356.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -474401.281250 Penalty: 860.534119
	Iteration 13Q: 3 clusters Score -474401.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -474453.531250 Penalty: 860.534119
	Iteration 14Q: 3 clusters Score -474453.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -474468.718750 Penalty: 860.534119
	Iteration 15Q: 3 clusters Score -474468.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -474479.125000 Penalty: 860.534119
	Iteration 16Q: 3 clusters Score -474479.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -474482.937500 Penalty: 860.534119
	Iteration 17Q: 3 clusters Score -474482.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -474484.312500 Penalty: 860.534119
	Iteration 18Q: 3 clusters Score -474484.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -474485.187500 Penalty: 860.534119
	Iteration 19Q: 3 clusters Score -474485.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -474485.187500 Penalty: 860.534119
	Iteration 20F: 3 clusters Score -474485.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Entering Unmasked Estep 
Score: -319838.250000 Penalty: 413.197144
	Iteration 0F: 2 clusters Score -319838.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -314008.812500 Penalty: 826.394287
	Iteration 0F: 3 clusters Score -314008.8 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -316634.156250 Penalty: 826.394287
	Iteration 1F: 3 clusters Score -316634.2 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -317051.656250 Penalty: 826.394287
	Iteration 2F: 3 clusters Score -317051.7 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -317543.343750 Penalty: 826.394287
	Iteration 3F: 3 clusters Score -317543.3 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -318050.250000 Penalty: 826.394287
	Iteration 4F: 3 clusters Score -318050.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -318516.125000 Penalty: 826.394287
	Iteration 5F: 3 clusters Score -318516.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -318931.062500 Penalty: 826.394287
	Iteration 6Q: 3 clusters Score -318931.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -319177.875000 Penalty: 826.394287
	Iteration 7Q: 3 clusters Score -319177.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -319324.281250 Penalty: 826.394287
	Iteration 8Q: 3 clusters Score -319324.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -319397.812500 Penalty: 826.394287
	Iteration 9Q: 3 clusters Score -319397.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -319434.187500 Penalty: 826.394287
	Iteration 10Q: 3 clusters Score -319434.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -319450.718750 Penalty: 826.394287
	Iteration 11Q: 3 clusters Score -319450.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -319469.812500 Penalty: 826.394287
	Iteration 12Q: 3 clusters Score -319469.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -319480.687500 Penalty: 826.394287
	Iteration 13Q: 3 clusters Score -319480.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -319487.187500 Penalty: 826.394287
	Iteration 14Q: 3 clusters Score -319487.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -319493.968750 Penalty: 826.394287
	Iteration 15Q: 3 clusters Score -319494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -319498.218750 Penalty: 826.394287
	Iteration 16Q: 3 clusters Score -319498.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -319500.281250 Penalty: 826.394287
	Iteration 17Q: 3 clusters Score -319500.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -319501.187500 Penalty: 826.394287
	Iteration 18Q: 3 clusters Score -319501.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -319503.343750 Penalty: 826.394287
	Iteration 19Q: 3 clusters Score -319503.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -319505.250000 Penalty: 826.394287
	Iteration 20F: 3 clusters Score -319505.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -319505.375000 Penalty: 826.394287
	Iteration 21Q: 3 clusters Score -319505.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -319505.343750 Penalty: 826.394287
	Iteration 22Q: 3 clusters Score -319505.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -319505.937500 Penalty: 826.394287
	Iteration 23Q: 3 clusters Score -319505.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -319507.375000 Penalty: 826.394287
	Iteration 24Q: 3 clusters Score -319507.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -319507.375000 Penalty: 826.394287
	Iteration 25F: 3 clusters Score -319507.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Entering Unmasked Estep 
Score: -82689.578125 Penalty: 352.887421
	Iteration 0F: 2 clusters Score -82689.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -81066.226562 Penalty: 705.774841
	Iteration 0F: 3 clusters Score -81066.23 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -81678.679688 Penalty: 705.774841
	Iteration 1F: 3 clusters Score -81678.68 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -81799.593750 Penalty: 705.774841
	Iteration 2F: 3 clusters Score -81799.59 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -81900.914062 Penalty: 705.774841
	Iteration 3F: 3 clusters Score -81900.91 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -82014.492188 Penalty: 705.774841
	Iteration 4F: 3 clusters Score -82014.49 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -82111.914062 Penalty: 705.774841
	Iteration 5F: 3 clusters Score -82111.91 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -82188.218750 Penalty: 705.774841
	Iteration 6Q: 3 clusters Score -82188.22 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -82246.976562 Penalty: 705.774841
	Iteration 7Q: 3 clusters Score -82246.98 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -82296.906250 Penalty: 705.774841
	Iteration 8Q: 3 clusters Score -82296.91 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -82340.687500 Penalty: 705.774841
	Iteration 9Q: 3 clusters Score -82340.69 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -82374.335938 Penalty: 705.774841
	Iteration 10Q: 3 clusters Score -82374.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -82394.632812 Penalty: 705.774841
	Iteration 11Q: 3 clusters Score -82394.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -82401.851562 Penalty: 705.774841
	Iteration 12Q: 3 clusters Score -82401.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -82408.500000 Penalty: 705.774841
	Iteration 13Q: 3 clusters Score -82408.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -82415.484375 Penalty: 705.774841
	Iteration 14Q: 3 clusters Score -82415.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -82423.343750 Penalty: 705.774841
	Iteration 15Q: 3 clusters Score -82423.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -82432.515625 Penalty: 705.774841
	Iteration 16Q: 3 clusters Score -82432.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -82436.562500 Penalty: 705.774841
	Iteration 17Q: 3 clusters Score -82436.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -82439.476562 Penalty: 705.774841
	Iteration 18Q: 3 clusters Score -82439.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -82442.492188 Penalty: 705.774841
	Iteration 19Q: 3 clusters Score -82442.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -82443.937500 Penalty: 705.774841
	Iteration 20F: 3 clusters Score -82443.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -82445.507812 Penalty: 705.774841
	Iteration 21Q: 3 clusters Score -82445.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -82446.046875 Penalty: 705.774841
	Iteration 22Q: 3 clusters Score -82446.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -82446.687500 Penalty: 705.774841
	Iteration 23Q: 3 clusters Score -82446.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -82447.000000 Penalty: 705.774841
	Iteration 24Q: 3 clusters Score -82447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -82447.898438 Penalty: 705.774841
	Iteration 25Q: 3 clusters Score -82447.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -82449.468750 Penalty: 705.774841
	Iteration 26Q: 3 clusters Score -82449.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -82450.546875 Penalty: 705.774841
	Iteration 27Q: 3 clusters Score -82450.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -82451.671875 Penalty: 705.774841
	Iteration 28Q: 3 clusters Score -82451.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -82452.351562 Penalty: 705.774841
	Iteration 29Q: 3 clusters Score -82452.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -82452.921875 Penalty: 705.774841
	Iteration 30Q: 3 clusters Score -82452.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -82455.343750 Penalty: 705.774841
	Iteration 31Q: 3 clusters Score -82455.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -82459.484375 Penalty: 705.774841
	Iteration 32Q: 3 clusters Score -82459.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -82462.781250 Penalty: 705.774841
	Iteration 33Q: 3 clusters Score -82462.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -82464.781250 Penalty: 705.774841
	Iteration 34Q: 3 clusters Score -82464.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -82467.007812 Penalty: 705.774841
	Iteration 35Q: 3 clusters Score -82467.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -82468.039062 Penalty: 705.774841
	Iteration 36Q: 3 clusters Score -82468.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -82468.257812 Penalty: 705.774841
	Iteration 37Q: 3 clusters Score -82468.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -82468.382812 Penalty: 705.774841
	Iteration 38Q: 3 clusters Score -82468.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -82468.382812 Penalty: 705.774841
	Iteration 39F: 3 clusters Score -82468.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Entering Unmasked Estep 
Score: -150167.281250 Penalty: 380.148407
	Iteration 0F: 2 clusters Score -150167.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -147238.828125 Penalty: 760.296814
	Iteration 0F: 3 clusters Score -147238.8 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -148466.375000 Penalty: 760.296814
	Iteration 1F: 3 clusters Score -148466.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -148705.609375 Penalty: 760.296814
	Iteration 2F: 3 clusters Score -148705.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -148867.781250 Penalty: 760.296814
	Iteration 3F: 3 clusters Score -148867.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -148977.156250 Penalty: 760.296814
	Iteration 4F: 3 clusters Score -148977.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -149056.656250 Penalty: 760.296814
	Iteration 5Q: 3 clusters Score -149056.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -149119.546875 Penalty: 760.296814
	Iteration 6Q: 3 clusters Score -149119.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -149183.093750 Penalty: 760.296814
	Iteration 7Q: 3 clusters Score -149183.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -149261.718750 Penalty: 760.296814
	Iteration 8Q: 3 clusters Score -149261.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -149337.562500 Penalty: 760.296814
	Iteration 9Q: 3 clusters Score -149337.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -149430.609375 Penalty: 760.296814
	Iteration 10Q: 3 clusters Score -149430.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -149541.328125 Penalty: 760.296814
	Iteration 11Q: 3 clusters Score -149541.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -149612.718750 Penalty: 760.296814
	Iteration 12Q: 3 clusters Score -149612.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -149662.171875 Penalty: 760.296814
	Iteration 13Q: 3 clusters Score -149662.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -149701.359375 Penalty: 760.296814
	Iteration 14Q: 3 clusters Score -149701.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -149729.281250 Penalty: 760.296814
	Iteration 15Q: 3 clusters Score -149729.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -149742.187500 Penalty: 760.296814
	Iteration 16Q: 3 clusters Score -149742.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -149749.765625 Penalty: 760.296814
	Iteration 17Q: 3 clusters Score -149749.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -149759.531250 Penalty: 760.296814
	Iteration 18Q: 3 clusters Score -149759.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -149767.578125 Penalty: 760.296814
	Iteration 19Q: 3 clusters Score -149767.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -149773.875000 Penalty: 760.296814
	Iteration 20F: 3 clusters Score -149773.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -149780.078125 Penalty: 760.296814
	Iteration 21Q: 3 clusters Score -149780.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -149788.218750 Penalty: 760.296814
	Iteration 22Q: 3 clusters Score -149788.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -149794.156250 Penalty: 760.296814
	Iteration 23Q: 3 clusters Score -149794.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -149800.343750 Penalty: 760.296814
	Iteration 24Q: 3 clusters Score -149800.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -149805.484375 Penalty: 760.296814
	Iteration 25Q: 3 clusters Score -149805.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -149811.593750 Penalty: 760.296814
	Iteration 26Q: 3 clusters Score -149811.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -149816.531250 Penalty: 760.296814
	Iteration 27Q: 3 clusters Score -149816.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -149820.093750 Penalty: 760.296814
	Iteration 28Q: 3 clusters Score -149820.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -149826.953125 Penalty: 760.296814
	Iteration 29Q: 3 clusters Score -149827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -149829.906250 Penalty: 760.296814
	Iteration 30Q: 3 clusters Score -149829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -149832.531250 Penalty: 760.296814
	Iteration 31Q: 3 clusters Score -149832.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -149837.062500 Penalty: 760.296814
	Iteration 32Q: 3 clusters Score -149837.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -149838.734375 Penalty: 760.296814
	Iteration 33Q: 3 clusters Score -149838.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -149845.671875 Penalty: 760.296814
	Iteration 34Q: 3 clusters Score -149845.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -149856.046875 Penalty: 760.296814
	Iteration 35Q: 3 clusters Score -149856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -149864.156250 Penalty: 760.296814
	Iteration 36Q: 3 clusters Score -149864.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -149868.187500 Penalty: 760.296814
	Iteration 37Q: 3 clusters Score -149868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -149868.640625 Penalty: 760.296814
	Iteration 38Q: 3 clusters Score -149868.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -149868.640625 Penalty: 760.296814
	Iteration 39F: 3 clusters Score -149868.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Entering Unmasked Estep 
Score: -333276.843750 Penalty: 416.293884
	Iteration 0F: 2 clusters Score -333276.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -327000.843750 Penalty: 832.587769
	Iteration 0F: 3 clusters Score -327000.8 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -329577.687500 Penalty: 832.587769
	Iteration 1F: 3 clusters Score -329577.7 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -329891.406250 Penalty: 832.587769
	Iteration 2F: 3 clusters Score -329891.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -330243.375000 Penalty: 832.587769
	Iteration 3F: 3 clusters Score -330243.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -330550.687500 Penalty: 832.587769
	Iteration 4F: 3 clusters Score -330550.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -330817.562500 Penalty: 832.587769
	Iteration 5F: 3 clusters Score -330817.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -331053.250000 Penalty: 832.587769
	Iteration 6Q: 3 clusters Score -331053.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -331247.687500 Penalty: 832.587769
	Iteration 7Q: 3 clusters Score -331247.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -331380.218750 Penalty: 832.587769
	Iteration 8Q: 3 clusters Score -331380.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -331509.812500 Penalty: 832.587769
	Iteration 9Q: 3 clusters Score -331509.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -331605.593750 Penalty: 832.587769
	Iteration 10Q: 3 clusters Score -331605.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -331678.812500 Penalty: 832.587769
	Iteration 11Q: 3 clusters Score -331678.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -331730.281250 Penalty: 832.587769
	Iteration 12Q: 3 clusters Score -331730.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -331775.968750 Penalty: 832.587769
	Iteration 13Q: 3 clusters Score -331776 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -331813.812500 Penalty: 832.587769
	Iteration 14Q: 3 clusters Score -331813.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -331837.312500 Penalty: 832.587769
	Iteration 15Q: 3 clusters Score -331837.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -331854.375000 Penalty: 832.587769
	Iteration 16Q: 3 clusters Score -331854.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -331867.718750 Penalty: 832.587769
	Iteration 17Q: 3 clusters Score -331867.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -331879.218750 Penalty: 832.587769
	Iteration 18Q: 3 clusters Score -331879.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -331889.125000 Penalty: 832.587769
	Iteration 19Q: 3 clusters Score -331889.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -331900.875000 Penalty: 832.587769
	Iteration 20F: 3 clusters Score -331900.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -331909.250000 Penalty: 832.587769
	Iteration 21Q: 3 clusters Score -331909.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -331916.156250 Penalty: 832.587769
	Iteration 22Q: 3 clusters Score -331916.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -331923.843750 Penalty: 832.587769
	Iteration 23Q: 3 clusters Score -331923.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -331927.343750 Penalty: 832.587769
	Iteration 24Q: 3 clusters Score -331927.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -331934.687500 Penalty: 832.587769
	Iteration 25Q: 3 clusters Score -331934.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -331945.343750 Penalty: 832.587769
	Iteration 26Q: 3 clusters Score -331945.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -331954.875000 Penalty: 832.587769
	Iteration 27Q: 3 clusters Score -331954.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -331971.125000 Penalty: 832.587769
	Iteration 28Q: 3 clusters Score -331971.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -331986.375000 Penalty: 832.587769
	Iteration 29Q: 3 clusters Score -331986.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -331996.562500 Penalty: 832.587769
	Iteration 30Q: 3 clusters Score -331996.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -332004.156250 Penalty: 832.587769
	Iteration 31Q: 3 clusters Score -332004.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -332015.875000 Penalty: 832.587769
	Iteration 32Q: 3 clusters Score -332015.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -332031.875000 Penalty: 832.587769
	Iteration 33Q: 3 clusters Score -332031.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -332052.343750 Penalty: 832.587769
	Iteration 34Q: 3 clusters Score -332052.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -332067.718750 Penalty: 832.587769
	Iteration 35Q: 3 clusters Score -332067.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -332082.125000 Penalty: 832.587769
	Iteration 36Q: 3 clusters Score -332082.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -332089.406250 Penalty: 832.587769
	Iteration 37Q: 3 clusters Score -332089.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -332096.406250 Penalty: 832.587769
	Iteration 38Q: 3 clusters Score -332096.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -332102.375000 Penalty: 832.587769
	Iteration 39Q: 3 clusters Score -332102.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -332107.093750 Penalty: 832.587769
	Iteration 40F: 3 clusters Score -332107.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -332113.343750 Penalty: 832.587769
	Iteration 41Q: 3 clusters Score -332113.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -332116.781250 Penalty: 832.587769
	Iteration 42Q: 3 clusters Score -332116.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -332121.843750 Penalty: 832.587769
	Iteration 43Q: 3 clusters Score -332121.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -332127.312500 Penalty: 832.587769
	Iteration 44Q: 3 clusters Score -332127.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -332128.968750 Penalty: 832.587769
	Iteration 45Q: 3 clusters Score -332129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -332132.656250 Penalty: 832.587769
	Iteration 46Q: 3 clusters Score -332132.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -332136.343750 Penalty: 832.587769
	Iteration 47Q: 3 clusters Score -332136.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -332141.218750 Penalty: 832.587769
	Iteration 48Q: 3 clusters Score -332141.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -332146.437500 Penalty: 832.587769
	Iteration 49Q: 3 clusters Score -332146.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -332150.468750 Penalty: 832.587769
	Iteration 50Q: 3 clusters Score -332150.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -332153.406250 Penalty: 832.587769
	Iteration 51Q: 3 clusters Score -332153.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -332154.406250 Penalty: 832.587769
	Iteration 52Q: 3 clusters Score -332154.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -332155.906250 Penalty: 832.587769
	Iteration 53Q: 3 clusters Score -332155.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -332155.343750 Penalty: 832.587769
	Iteration 54Q: 3 clusters Score -332155.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -332155.562500 Penalty: 832.587769
	Iteration 55Q: 3 clusters Score -332155.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -332155.531250 Penalty: 832.587769
	Iteration 56Q: 3 clusters Score -332155.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -332155.531250 Penalty: 832.587769
	Iteration 57F: 3 clusters Score -332155.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Entering Unmasked Estep 
Score: -398690.750000 Penalty: 421.195007
	Iteration 0F: 2 clusters Score -398690.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -391753.156250 Penalty: 842.390015
	Iteration 0F: 3 clusters Score -391753.2 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -394561.375000 Penalty: 842.390015
	Iteration 1F: 3 clusters Score -394561.4 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -394894.906250 Penalty: 842.390015
	Iteration 2F: 3 clusters Score -394894.9 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -395306.031250 Penalty: 842.390015
	Iteration 3F: 3 clusters Score -395306 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -395833.562500 Penalty: 842.390015
	Iteration 4F: 3 clusters Score -395833.6 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -396406.250000 Penalty: 842.390015
	Iteration 5F: 3 clusters Score -396406.2 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -396954.218750 Penalty: 842.390015
	Iteration 6F: 3 clusters Score -396954.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -397410.375000 Penalty: 842.390015
	Iteration 7Q: 3 clusters Score -397410.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -397701.875000 Penalty: 842.390015
	Iteration 8Q: 3 clusters Score -397701.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -397880.281250 Penalty: 842.390015
	Iteration 9Q: 3 clusters Score -397880.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -398001.437500 Penalty: 842.390015
	Iteration 10Q: 3 clusters Score -398001.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -398094.125000 Penalty: 842.390015
	Iteration 11Q: 3 clusters Score -398094.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -398194.437500 Penalty: 842.390015
	Iteration 12Q: 3 clusters Score -398194.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -398256.343750 Penalty: 842.390015
	Iteration 13Q: 3 clusters Score -398256.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -398293.968750 Penalty: 842.390015
	Iteration 14Q: 3 clusters Score -398294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -398323.218750 Penalty: 842.390015
	Iteration 15Q: 3 clusters Score -398323.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -398343.062500 Penalty: 842.390015
	Iteration 16Q: 3 clusters Score -398343.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -398374.125000 Penalty: 842.390015
	Iteration 17Q: 3 clusters Score -398374.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -398386.656250 Penalty: 842.390015
	Iteration 18Q: 3 clusters Score -398386.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -398397.750000 Penalty: 842.390015
	Iteration 19Q: 3 clusters Score -398397.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -398408.875000 Penalty: 842.390015
	Iteration 20F: 3 clusters Score -398408.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -398417.593750 Penalty: 842.390015
	Iteration 21Q: 3 clusters Score -398417.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -398424.937500 Penalty: 842.390015
	Iteration 22Q: 3 clusters Score -398424.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -398432.750000 Penalty: 842.390015
	Iteration 23Q: 3 clusters Score -398432.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -398435.468750 Penalty: 842.390015
	Iteration 24Q: 3 clusters Score -398435.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -398437.531250 Penalty: 842.390015
	Iteration 25Q: 3 clusters Score -398437.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -398438.937500 Penalty: 842.390015
	Iteration 26Q: 3 clusters Score -398438.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -398439.687500 Penalty: 842.390015
	Iteration 27Q: 3 clusters Score -398439.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -398440.250000 Penalty: 842.390015
	Iteration 28Q: 3 clusters Score -398440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -398441.156250 Penalty: 842.390015
	Iteration 29Q: 3 clusters Score -398441.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -398442.093750 Penalty: 842.390015
	Iteration 30Q: 3 clusters Score -398442.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -398442.500000 Penalty: 842.390015
	Iteration 31Q: 3 clusters Score -398442.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -398443.312500 Penalty: 842.390015
	Iteration 32Q: 3 clusters Score -398443.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -398443.312500 Penalty: 842.390015
	Iteration 33F: 3 clusters Score -398443.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -11309.122070 Penalty: 274.286652
	Iteration 0F: 2 clusters Score -11309.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10930.863281 Penalty: 548.573303
	Iteration 0F: 3 clusters Score -10930.86 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -11121.423828 Penalty: 548.573303
	Iteration 1F: 3 clusters Score -11121.42 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -11181.521484 Penalty: 548.573303
	Iteration 2F: 3 clusters Score -11181.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -11208.391602 Penalty: 548.573303
	Iteration 3Q: 3 clusters Score -11208.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -11222.068359 Penalty: 548.573303
	Iteration 4Q: 3 clusters Score -11222.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -11225.656250 Penalty: 548.573303
	Iteration 5Q: 3 clusters Score -11225.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -11228.139648 Penalty: 548.573303
	Iteration 6Q: 3 clusters Score -11228.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -11229.491211 Penalty: 548.573303
	Iteration 7Q: 3 clusters Score -11229.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -11229.491211 Penalty: 548.573303
	Iteration 8F: 3 clusters Score -11229.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (592893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592893 members 
Entering Unmasked Estep 
Score: -22449234.000000 Penalty: 604.820984
	Iteration 0F: 2 clusters Score -2.244923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296479 members 
Mstep: Class 2 contains 296414 members 
Entering Unmasked Estep 
Score: -22049434.000000 Penalty: 1209.641968
	Iteration 0F: 3 clusters Score -2.204943e+07 nChanged 293505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335200 members 
Mstep: Class 2 contains 257693 members 
Entering Unmasked Estep 
Score: -22252948.000000 Penalty: 1209.641968
	Iteration 1F: 3 clusters Score -2.225295e+07 nChanged 38451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354193 members 
Mstep: Class 2 contains 238700 members 
Entering Unmasked Estep 
Score: -22271686.000000 Penalty: 1209.641968
	Iteration 2F: 3 clusters Score -2.227169e+07 nChanged 39228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375059 members 
Mstep: Class 2 contains 217834 members 
Entering Unmasked Estep 
Score: -22291500.000000 Penalty: 1209.641968
	Iteration 3F: 3 clusters Score -2.22915e+07 nChanged 37793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396710 members 
Mstep: Class 2 contains 196183 members 
Entering Unmasked Estep 
Score: -22311138.000000 Penalty: 1209.641968
	Iteration 4F: 3 clusters Score -2.231114e+07 nChanged 33829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418029 members 
Mstep: Class 2 contains 174864 members 
Entering Unmasked Estep 
Score: -22329072.000000 Penalty: 1209.641968
	Iteration 5F: 3 clusters Score -2.232907e+07 nChanged 28862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438255 members 
Mstep: Class 2 contains 154638 members 
Entering Unmasked Estep 
Score: -22347238.000000 Penalty: 1209.641968
	Iteration 6Q: 3 clusters Score -2.234724e+07 nChanged 24707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456046 members 
Mstep: Class 2 contains 136847 members 
Entering Unmasked Estep 
Score: -22367820.000000 Penalty: 1209.641968
	Iteration 7Q: 3 clusters Score -2.236782e+07 nChanged 21934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469122 members 
Mstep: Class 2 contains 123771 members 
Entering Unmasked Estep 
Score: -22391284.000000 Penalty: 1209.641968
	Iteration 8Q: 3 clusters Score -2.239128e+07 nChanged 19016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476828 members 
Mstep: Class 2 contains 116065 members 
Entering Unmasked Estep 
Score: -22410286.000000 Penalty: 1209.641968
	Iteration 9Q: 3 clusters Score -2.241029e+07 nChanged 13530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481552 members 
Mstep: Class 2 contains 111341 members 
Entering Unmasked Estep 
Score: -22420758.000000 Penalty: 1209.641968
	Iteration 10Q: 3 clusters Score -2.242076e+07 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485260 members 
Mstep: Class 2 contains 107633 members 
Entering Unmasked Estep 
Score: -22426904.000000 Penalty: 1209.641968
	Iteration 11Q: 3 clusters Score -2.24269e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487975 members 
Mstep: Class 2 contains 104918 members 
Entering Unmasked Estep 
Score: -22430548.000000 Penalty: 1209.641968
	Iteration 12Q: 3 clusters Score -2.243055e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489708 members 
Mstep: Class 2 contains 103185 members 
Entering Unmasked Estep 
Score: -22432420.000000 Penalty: 1209.641968
	Iteration 13Q: 3 clusters Score -2.243242e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490940 members 
Mstep: Class 2 contains 101953 members 
Entering Unmasked Estep 
Score: -22433350.000000 Penalty: 1209.641968
	Iteration 14Q: 3 clusters Score -2.243335e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491905 members 
Mstep: Class 2 contains 100988 members 
Entering Unmasked Estep 
Score: -22433808.000000 Penalty: 1209.641968
	Iteration 15Q: 3 clusters Score -2.243381e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492564 members 
Mstep: Class 2 contains 100329 members 
Entering Unmasked Estep 
Score: -22434064.000000 Penalty: 1209.641968
	Iteration 16Q: 3 clusters Score -2.243406e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493115 members 
Mstep: Class 2 contains 99778 members 
Entering Unmasked Estep 
Score: -22434186.000000 Penalty: 1209.641968
	Iteration 17Q: 3 clusters Score -2.243419e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493581 members 
Mstep: Class 2 contains 99312 members 
Entering Unmasked Estep 
Score: -22434202.000000 Penalty: 1209.641968
	Iteration 18Q: 3 clusters Score -2.24342e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493998 members 
Mstep: Class 2 contains 98895 members 
Entering Unmasked Estep 
Score: -22434256.000000 Penalty: 1209.641968
	Iteration 19Q: 3 clusters Score -2.243426e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494371 members 
Mstep: Class 2 contains 98522 members 
Entering Unmasked Estep 
Score: -22434344.000000 Penalty: 1209.641968
	Iteration 20F: 3 clusters Score -2.243434e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494656 members 
Mstep: Class 2 contains 98237 members 
Entering Unmasked Estep 
Score: -22434354.000000 Penalty: 1209.641968
	Iteration 21Q: 3 clusters Score -2.243435e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494942 members 
Mstep: Class 2 contains 97951 members 
Entering Unmasked Estep 
Score: -22434386.000000 Penalty: 1209.641968
	Iteration 22Q: 3 clusters Score -2.243439e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495191 members 
Mstep: Class 2 contains 97702 members 
Entering Unmasked Estep 
Score: -22434452.000000 Penalty: 1209.641968
	Iteration 23Q: 3 clusters Score -2.243445e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495399 members 
Mstep: Class 2 contains 97494 members 
Entering Unmasked Estep 
Score: -22434466.000000 Penalty: 1209.641968
	Iteration 24Q: 3 clusters Score -2.243447e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495582 members 
Mstep: Class 2 contains 97311 members 
Entering Unmasked Estep 
Score: -22434474.000000 Penalty: 1209.641968
	Iteration 25Q: 3 clusters Score -2.243447e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495744 members 
Mstep: Class 2 contains 97149 members 
Entering Unmasked Estep 
Score: -22434480.000000 Penalty: 1209.641968
	Iteration 26Q: 3 clusters Score -2.243448e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495871 members 
Mstep: Class 2 contains 97022 members 
Entering Unmasked Estep 
Score: -22434492.000000 Penalty: 1209.641968
	Iteration 27Q: 3 clusters Score -2.243449e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496002 members 
Mstep: Class 2 contains 96891 members 
Entering Unmasked Estep 
Score: -22434466.000000 Penalty: 1209.641968
	Iteration 28Q: 3 clusters Score -2.243447e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496128 members 
Mstep: Class 2 contains 96765 members 
Entering Unmasked Estep 
Score: -22434482.000000 Penalty: 1209.641968
	Iteration 29Q: 3 clusters Score -2.243448e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496236 members 
Mstep: Class 2 contains 96657 members 
Entering Unmasked Estep 
Score: -22434454.000000 Penalty: 1209.641968
	Iteration 30Q: 3 clusters Score -2.243445e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496346 members 
Mstep: Class 2 contains 96547 members 
Entering Unmasked Estep 
Score: -22434458.000000 Penalty: 1209.641968
	Iteration 31Q: 3 clusters Score -2.243446e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496445 members 
Mstep: Class 2 contains 96448 members 
Entering Unmasked Estep 
Score: -22434434.000000 Penalty: 1209.641968
	Iteration 32Q: 3 clusters Score -2.243443e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496534 members 
Mstep: Class 2 contains 96359 members 
Entering Unmasked Estep 
Score: -22434412.000000 Penalty: 1209.641968
	Iteration 33Q: 3 clusters Score -2.243441e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496618 members 
Mstep: Class 2 contains 96275 members 
Entering Unmasked Estep 
Score: -22434408.000000 Penalty: 1209.641968
	Iteration 34Q: 3 clusters Score -2.243441e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496707 members 
Mstep: Class 2 contains 96186 members 
Entering Unmasked Estep 
Score: -22434402.000000 Penalty: 1209.641968
	Iteration 35Q: 3 clusters Score -2.24344e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496780 members 
Mstep: Class 2 contains 96113 members 
Entering Unmasked Estep 
Score: -22434386.000000 Penalty: 1209.641968
	Iteration 36Q: 3 clusters Score -2.243439e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496848 members 
Mstep: Class 2 contains 96045 members 
Entering Unmasked Estep 
Score: -22434388.000000 Penalty: 1209.641968
	Iteration 37Q: 3 clusters Score -2.243439e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496912 members 
Mstep: Class 2 contains 95981 members 
Entering Unmasked Estep 
Score: -22434372.000000 Penalty: 1209.641968
	Iteration 38Q: 3 clusters Score -2.243437e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496966 members 
Mstep: Class 2 contains 95927 members 
Entering Unmasked Estep 
Score: -22434376.000000 Penalty: 1209.641968
	Iteration 39Q: 3 clusters Score -2.243438e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497018 members 
Mstep: Class 2 contains 95875 members 
Entering Unmasked Estep 
Score: -22434370.000000 Penalty: 1209.641968
	Iteration 40F: 3 clusters Score -2.243437e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497063 members 
Mstep: Class 2 contains 95830 members 
Entering Unmasked Estep 
Score: -22434380.000000 Penalty: 1209.641968
	Iteration 41Q: 3 clusters Score -2.243438e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497113 members 
Mstep: Class 2 contains 95780 members 
Entering Unmasked Estep 
Score: -22434376.000000 Penalty: 1209.641968
	Iteration 42Q: 3 clusters Score -2.243438e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497149 members 
Mstep: Class 2 contains 95744 members 
Entering Unmasked Estep 
Score: -22434392.000000 Penalty: 1209.641968
	Iteration 43Q: 3 clusters Score -2.243439e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497183 members 
Mstep: Class 2 contains 95710 members 
Entering Unmasked Estep 
Score: -22434404.000000 Penalty: 1209.641968
	Iteration 44Q: 3 clusters Score -2.24344e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497217 members 
Mstep: Class 2 contains 95676 members 
Entering Unmasked Estep 
Score: -22434424.000000 Penalty: 1209.641968
	Iteration 45Q: 3 clusters Score -2.243442e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497239 members 
Mstep: Class 2 contains 95654 members 
Entering Unmasked Estep 
Score: -22434432.000000 Penalty: 1209.641968
	Iteration 46Q: 3 clusters Score -2.243443e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497267 members 
Mstep: Class 2 contains 95626 members 
Entering Unmasked Estep 
Score: -22434414.000000 Penalty: 1209.641968
	Iteration 47Q: 3 clusters Score -2.243441e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497292 members 
Mstep: Class 2 contains 95601 members 
Entering Unmasked Estep 
Score: -22434420.000000 Penalty: 1209.641968
	Iteration 48Q: 3 clusters Score -2.243442e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497320 members 
Mstep: Class 2 contains 95573 members 
Entering Unmasked Estep 
Score: -22434424.000000 Penalty: 1209.641968
	Iteration 49Q: 3 clusters Score -2.243442e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497340 members 
Mstep: Class 2 contains 95553 members 
Entering Unmasked Estep 
Score: -22434422.000000 Penalty: 1209.641968
	Iteration 50Q: 3 clusters Score -2.243442e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497367 members 
Mstep: Class 2 contains 95526 members 
Entering Unmasked Estep 
Score: -22434428.000000 Penalty: 1209.641968
	Iteration 51Q: 3 clusters Score -2.243443e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497385 members 
Mstep: Class 2 contains 95508 members 
Entering Unmasked Estep 
Score: -22434444.000000 Penalty: 1209.641968
	Iteration 52Q: 3 clusters Score -2.243444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497398 members 
Mstep: Class 2 contains 95495 members 
Entering Unmasked Estep 
Score: -22434450.000000 Penalty: 1209.641968
	Iteration 53Q: 3 clusters Score -2.243445e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497409 members 
Mstep: Class 2 contains 95484 members 
Entering Unmasked Estep 
Score: -22434460.000000 Penalty: 1209.641968
	Iteration 54Q: 3 clusters Score -2.243446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497417 members 
Mstep: Class 2 contains 95476 members 
Entering Unmasked Estep 
Score: -22434462.000000 Penalty: 1209.641968
	Iteration 55Q: 3 clusters Score -2.243446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497425 members 
Mstep: Class 2 contains 95468 members 
Entering Unmasked Estep 
Score: -22434468.000000 Penalty: 1209.641968
	Iteration 56Q: 3 clusters Score -2.243447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497432 members 
Mstep: Class 2 contains 95461 members 
Entering Unmasked Estep 
Score: -22434458.000000 Penalty: 1209.641968
	Iteration 57Q: 3 clusters Score -2.243446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497438 members 
Mstep: Class 2 contains 95455 members 
Entering Unmasked Estep 
Score: -22434456.000000 Penalty: 1209.641968
	Iteration 58Q: 3 clusters Score -2.243446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497443 members 
Mstep: Class 2 contains 95450 members 
Entering Unmasked Estep 
Score: -22434460.000000 Penalty: 1209.641968
	Iteration 59Q: 3 clusters Score -2.243446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497444 members 
Mstep: Class 2 contains 95449 members 
Entering Unmasked Estep 
Score: -22434452.000000 Penalty: 1209.641968
	Iteration 60F: 3 clusters Score -2.243445e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Entering Unmasked Estep 
Score: -244799.562500 Penalty: 401.649780
	Iteration 0F: 2 clusters Score -244799.6 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 3451 members 
Entering Unmasked Estep 
Score: -240185.921875 Penalty: 803.299561
	Iteration 0F: 3 clusters Score -240185.9 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -241969.625000 Penalty: 803.299561
	Iteration 1F: 3 clusters Score -241969.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -242113.437500 Penalty: 803.299561
	Iteration 2F: 3 clusters Score -242113.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -242293.625000 Penalty: 803.299561
	Iteration 3F: 3 clusters Score -242293.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -242515.406250 Penalty: 803.299561
	Iteration 4F: 3 clusters Score -242515.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -242829.578125 Penalty: 803.299561
	Iteration 5F: 3 clusters Score -242829.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -243173.968750 Penalty: 803.299561
	Iteration 6F: 3 clusters Score -243174 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -243501.859375 Penalty: 803.299561
	Iteration 7F: 3 clusters Score -243501.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -243758.218750 Penalty: 803.299561
	Iteration 8Q: 3 clusters Score -243758.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -243918.296875 Penalty: 803.299561
	Iteration 9Q: 3 clusters Score -243918.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -244031.875000 Penalty: 803.299561
	Iteration 10Q: 3 clusters Score -244031.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -244105.312500 Penalty: 803.299561
	Iteration 11Q: 3 clusters Score -244105.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -244163.921875 Penalty: 803.299561
	Iteration 12Q: 3 clusters Score -244163.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -244225.531250 Penalty: 803.299561
	Iteration 13Q: 3 clusters Score -244225.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -244290.796875 Penalty: 803.299561
	Iteration 14Q: 3 clusters Score -244290.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -244342.515625 Penalty: 803.299561
	Iteration 15Q: 3 clusters Score -244342.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -244371.421875 Penalty: 803.299561
	Iteration 16Q: 3 clusters Score -244371.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -244401.953125 Penalty: 803.299561
	Iteration 17Q: 3 clusters Score -244402 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -244435.218750 Penalty: 803.299561
	Iteration 18Q: 3 clusters Score -244435.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -244458.234375 Penalty: 803.299561
	Iteration 19Q: 3 clusters Score -244458.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -244472.703125 Penalty: 803.299561
	Iteration 20F: 3 clusters Score -244472.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -244487.593750 Penalty: 803.299561
	Iteration 21Q: 3 clusters Score -244487.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -244500.312500 Penalty: 803.299561
	Iteration 22Q: 3 clusters Score -244500.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -244508.640625 Penalty: 803.299561
	Iteration 23Q: 3 clusters Score -244508.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -244514.250000 Penalty: 803.299561
	Iteration 24Q: 3 clusters Score -244514.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -244516.953125 Penalty: 803.299561
	Iteration 25Q: 3 clusters Score -244517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -244518.625000 Penalty: 803.299561
	Iteration 26Q: 3 clusters Score -244518.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -244518.656250 Penalty: 803.299561
	Iteration 27Q: 3 clusters Score -244518.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -244519.687500 Penalty: 803.299561
	Iteration 28Q: 3 clusters Score -244519.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -244522.125000 Penalty: 803.299561
	Iteration 29Q: 3 clusters Score -244522.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -244523.906250 Penalty: 803.299561
	Iteration 30Q: 3 clusters Score -244523.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -244525.312500 Penalty: 803.299561
	Iteration 31Q: 3 clusters Score -244525.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -244525.781250 Penalty: 803.299561
	Iteration 32Q: 3 clusters Score -244525.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -244526.546875 Penalty: 803.299561
	Iteration 33Q: 3 clusters Score -244526.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -244528.234375 Penalty: 803.299561
	Iteration 34Q: 3 clusters Score -244528.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -244528.468750 Penalty: 803.299561
	Iteration 35Q: 3 clusters Score -244528.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -244528.781250 Penalty: 803.299561
	Iteration 36Q: 3 clusters Score -244528.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -244530.031250 Penalty: 803.299561
	Iteration 37Q: 3 clusters Score -244530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -244531.062500 Penalty: 803.299561
	Iteration 38Q: 3 clusters Score -244531.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -244531.968750 Penalty: 803.299561
	Iteration 39Q: 3 clusters Score -244532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -244533.875000 Penalty: 803.299561
	Iteration 40F: 3 clusters Score -244533.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -244535.796875 Penalty: 803.299561
	Iteration 41Q: 3 clusters Score -244535.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -244537.359375 Penalty: 803.299561
	Iteration 42Q: 3 clusters Score -244537.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -244538.656250 Penalty: 803.299561
	Iteration 43Q: 3 clusters Score -244538.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -244538.968750 Penalty: 803.299561
	Iteration 44Q: 3 clusters Score -244539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -244539.421875 Penalty: 803.299561
	Iteration 45Q: 3 clusters Score -244539.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -244539.437500 Penalty: 803.299561
	Iteration 46Q: 3 clusters Score -244539.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -244539.437500 Penalty: 803.299561
	Iteration 47F: 3 clusters Score -244539.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Entering Unmasked Estep 
Score: -755207.937500 Penalty: 451.809814
	Iteration 0F: 2 clusters Score -755207.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -741592.687500 Penalty: 903.619629
	Iteration 0F: 3 clusters Score -741592.7 nChanged 9758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -747893.250000 Penalty: 903.619629
	Iteration 1F: 3 clusters Score -747893.2 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -749037.625000 Penalty: 903.619629
	Iteration 2F: 3 clusters Score -749037.6 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -750179.562500 Penalty: 903.619629
	Iteration 3F: 3 clusters Score -750179.6 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -751074.562500 Penalty: 903.619629
	Iteration 4F: 3 clusters Score -751074.6 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -751808.500000 Penalty: 903.619629
	Iteration 5F: 3 clusters Score -751808.5 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -752408.500000 Penalty: 903.619629
	Iteration 6Q: 3 clusters Score -752408.5 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -752896.625000 Penalty: 903.619629
	Iteration 7Q: 3 clusters Score -752896.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -753259.125000 Penalty: 903.619629
	Iteration 8Q: 3 clusters Score -753259.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -753526.500000 Penalty: 903.619629
	Iteration 9Q: 3 clusters Score -753526.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -753717.750000 Penalty: 903.619629
	Iteration 10Q: 3 clusters Score -753717.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -753860.937500 Penalty: 903.619629
	Iteration 11Q: 3 clusters Score -753860.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -753980.125000 Penalty: 903.619629
	Iteration 12Q: 3 clusters Score -753980.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -754082.687500 Penalty: 903.619629
	Iteration 13Q: 3 clusters Score -754082.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -754185.000000 Penalty: 903.619629
	Iteration 14Q: 3 clusters Score -754185 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -754304.000000 Penalty: 903.619629
	Iteration 15Q: 3 clusters Score -754304 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -754402.250000 Penalty: 903.619629
	Iteration 16Q: 3 clusters Score -754402.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -754481.062500 Penalty: 903.619629
	Iteration 17Q: 3 clusters Score -754481.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -754568.000000 Penalty: 903.619629
	Iteration 18Q: 3 clusters Score -754568 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -754665.000000 Penalty: 903.619629
	Iteration 19Q: 3 clusters Score -754665 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -754750.187500 Penalty: 903.619629
	Iteration 20F: 3 clusters Score -754750.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -754832.625000 Penalty: 903.619629
	Iteration 21Q: 3 clusters Score -754832.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -754899.937500 Penalty: 903.619629
	Iteration 22Q: 3 clusters Score -754899.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -754952.750000 Penalty: 903.619629
	Iteration 23Q: 3 clusters Score -754952.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -754985.500000 Penalty: 903.619629
	Iteration 24Q: 3 clusters Score -754985.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -755010.000000 Penalty: 903.619629
	Iteration 25Q: 3 clusters Score -755010 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -755032.375000 Penalty: 903.619629
	Iteration 26Q: 3 clusters Score -755032.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -755055.562500 Penalty: 903.619629
	Iteration 27Q: 3 clusters Score -755055.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -755084.375000 Penalty: 903.619629
	Iteration 28Q: 3 clusters Score -755084.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -755116.250000 Penalty: 903.619629
	Iteration 29Q: 3 clusters Score -755116.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -755143.312500 Penalty: 903.619629
	Iteration 30Q: 3 clusters Score -755143.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -755161.625000 Penalty: 903.619629
	Iteration 31Q: 3 clusters Score -755161.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -755174.625000 Penalty: 903.619629
	Iteration 32Q: 3 clusters Score -755174.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -755180.125000 Penalty: 903.619629
	Iteration 33Q: 3 clusters Score -755180.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -755184.125000 Penalty: 903.619629
	Iteration 34Q: 3 clusters Score -755184.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -755184.250000 Penalty: 903.619629
	Iteration 35Q: 3 clusters Score -755184.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -755185.750000 Penalty: 903.619629
	Iteration 36Q: 3 clusters Score -755185.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -755187.437500 Penalty: 903.619629
	Iteration 37Q: 3 clusters Score -755187.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -755188.625000 Penalty: 903.619629
	Iteration 38Q: 3 clusters Score -755188.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -755189.312500 Penalty: 903.619629
	Iteration 39Q: 3 clusters Score -755189.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -755189.312500 Penalty: 903.619629
	Iteration 40F: 3 clusters Score -755189.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Entering Unmasked Estep 
Score: -444175.250000 Penalty: 428.582001
	Iteration 0F: 2 clusters Score -444175.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -435941.750000 Penalty: 857.164001
	Iteration 0F: 3 clusters Score -435941.8 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -439536.625000 Penalty: 857.164001
	Iteration 1F: 3 clusters Score -439536.6 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -440097.250000 Penalty: 857.164001
	Iteration 2F: 3 clusters Score -440097.2 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -440797.375000 Penalty: 857.164001
	Iteration 3F: 3 clusters Score -440797.4 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -441628.968750 Penalty: 857.164001
	Iteration 4F: 3 clusters Score -441629 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -442530.437500 Penalty: 857.164001
	Iteration 5F: 3 clusters Score -442530.4 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -443355.875000 Penalty: 857.164001
	Iteration 6F: 3 clusters Score -443355.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -443927.906250 Penalty: 857.164001
	Iteration 7Q: 3 clusters Score -443927.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -444262.156250 Penalty: 857.164001
	Iteration 8Q: 3 clusters Score -444262.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -444496.000000 Penalty: 857.164001
	Iteration 9Q: 3 clusters Score -444496 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -444647.187500 Penalty: 857.164001
	Iteration 10Q: 3 clusters Score -444647.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -444739.250000 Penalty: 857.164001
	Iteration 11Q: 3 clusters Score -444739.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -444785.593750 Penalty: 857.164001
	Iteration 12Q: 3 clusters Score -444785.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -444818.625000 Penalty: 857.164001
	Iteration 13Q: 3 clusters Score -444818.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -444837.125000 Penalty: 857.164001
	Iteration 14Q: 3 clusters Score -444837.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -444849.312500 Penalty: 857.164001
	Iteration 15Q: 3 clusters Score -444849.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -444852.906250 Penalty: 857.164001
	Iteration 16Q: 3 clusters Score -444852.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -444858.218750 Penalty: 857.164001
	Iteration 17Q: 3 clusters Score -444858.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -444861.468750 Penalty: 857.164001
	Iteration 18Q: 3 clusters Score -444861.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -444863.125000 Penalty: 857.164001
	Iteration 19Q: 3 clusters Score -444863.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -444878.250000 Penalty: 857.164001
	Iteration 20F: 3 clusters Score -444878.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -444883.781250 Penalty: 857.164001
	Iteration 21Q: 3 clusters Score -444883.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -444885.625000 Penalty: 857.164001
	Iteration 22Q: 3 clusters Score -444885.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -444888.437500 Penalty: 857.164001
	Iteration 23Q: 3 clusters Score -444888.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -444889.343750 Penalty: 857.164001
	Iteration 24Q: 3 clusters Score -444889.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -444887.781250 Penalty: 857.164001
	Iteration 25Q: 3 clusters Score -444887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -444888.406250 Penalty: 857.164001
	Iteration 26Q: 3 clusters Score -444888.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -444889.000000 Penalty: 857.164001
	Iteration 27Q: 3 clusters Score -444889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -444889.843750 Penalty: 857.164001
	Iteration 28Q: 3 clusters Score -444889.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -444889.843750 Penalty: 857.164001
	Iteration 29F: 3 clusters Score -444889.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 12790 members 
Mstep: Class 3 contains 8789 members 
Mstep: Class 4 contains 2335 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 9408 members 
Mstep: Class 7 contains 10478 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 592893 members 
Mstep: Class 10 contains 6819 members 
Mstep: Class 11 contains 20535 members 
Mstep: Class 12 contains 3255 members 
Mstep: Class 13 contains 1087 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 8187 members 
Mstep: Class 16 contains 565525 members 
Mstep: Class 17 contains 11151 members 
Mstep: Class 18 contains 7269 members 
Mstep: Class 19 contains 3169 members 
Mstep: Class 20 contains 12317 members 
Mstep: Class 21 contains 7103 members 
Mstep: Class 22 contains 9988 members 
Mstep: Class 23 contains 1090 members 
Mstep: Class 24 contains 7122 members 
Mstep: Class 25 contains 21421 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 12800 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3666 members 
Mstep: Class 30 contains 13088 members 
Mstep: Class 31 contains 6711 members 
Mstep: Class 32 contains 3361 members 
Mstep: Class 33 contains 1726 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 880 members 
Mstep: Class 36 contains 9070 members 
Entering Unmasked Estep 
Score: -50380168.000000 Penalty: 23166.837891
Splitting cluster 12 changes total score from -50379456.000000 to -50380168.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 13 (1087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Entering Unmasked Estep 
Score: -38014.589844 Penalty: 318.098572
	Iteration 0F: 2 clusters Score -38014.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -37160.062500 Penalty: 636.197144
	Iteration 0F: 3 clusters Score -37160.06 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -37501.820312 Penalty: 636.197144
	Iteration 1F: 3 clusters Score -37501.82 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -37642.152344 Penalty: 636.197144
	Iteration 2F: 3 clusters Score -37642.15 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -37738.187500 Penalty: 636.197144
	Iteration 3F: 3 clusters Score -37738.19 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -37801.769531 Penalty: 636.197144
	Iteration 4F: 3 clusters Score -37801.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -37846.515625 Penalty: 636.197144
	Iteration 5Q: 3 clusters Score -37846.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -37871.859375 Penalty: 636.197144
	Iteration 6Q: 3 clusters Score -37871.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -37893.691406 Penalty: 636.197144
	Iteration 7Q: 3 clusters Score -37893.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -37906.472656 Penalty: 636.197144
	Iteration 8Q: 3 clusters Score -37906.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -37911.402344 Penalty: 636.197144
	Iteration 9Q: 3 clusters Score -37911.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -37914.843750 Penalty: 636.197144
	Iteration 10Q: 3 clusters Score -37914.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -37919.218750 Penalty: 636.197144
	Iteration 11Q: 3 clusters Score -37919.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -37921.292969 Penalty: 636.197144
	Iteration 12Q: 3 clusters Score -37921.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -37921.984375 Penalty: 636.197144
	Iteration 13Q: 3 clusters Score -37921.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -37922.074219 Penalty: 636.197144
	Iteration 14Q: 3 clusters Score -37922.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -37922.074219 Penalty: 636.197144
	Iteration 15F: 3 clusters Score -37922.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Entering Unmasked Estep 
Score: -126638.226562 Penalty: 372.140839
	Iteration 0F: 2 clusters Score -126638.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -124155.132812 Penalty: 744.281677
	Iteration 0F: 3 clusters Score -124155.1 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -125044.406250 Penalty: 744.281677
	Iteration 1F: 3 clusters Score -125044.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -125141.242188 Penalty: 744.281677
	Iteration 2F: 3 clusters Score -125141.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -125238.117188 Penalty: 744.281677
	Iteration 3F: 3 clusters Score -125238.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -125352.703125 Penalty: 744.281677
	Iteration 4F: 3 clusters Score -125352.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -125458.062500 Penalty: 744.281677
	Iteration 5F: 3 clusters Score -125458.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -125571.460938 Penalty: 744.281677
	Iteration 6F: 3 clusters Score -125571.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -125684.906250 Penalty: 744.281677
	Iteration 7F: 3 clusters Score -125684.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -125785.984375 Penalty: 744.281677
	Iteration 8Q: 3 clusters Score -125786 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -125862.234375 Penalty: 744.281677
	Iteration 9Q: 3 clusters Score -125862.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -125916.914062 Penalty: 744.281677
	Iteration 10Q: 3 clusters Score -125916.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -125954.570312 Penalty: 744.281677
	Iteration 11Q: 3 clusters Score -125954.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -125975.625000 Penalty: 744.281677
	Iteration 12Q: 3 clusters Score -125975.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -125987.421875 Penalty: 744.281677
	Iteration 13Q: 3 clusters Score -125987.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -125993.257812 Penalty: 744.281677
	Iteration 14Q: 3 clusters Score -125993.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -125995.984375 Penalty: 744.281677
	Iteration 15Q: 3 clusters Score -125996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -125998.156250 Penalty: 744.281677
	Iteration 16Q: 3 clusters Score -125998.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -126001.812500 Penalty: 744.281677
	Iteration 17Q: 3 clusters Score -126001.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -126004.953125 Penalty: 744.281677
	Iteration 18Q: 3 clusters Score -126005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -126005.828125 Penalty: 744.281677
	Iteration 19Q: 3 clusters Score -126005.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -126007.070312 Penalty: 744.281677
	Iteration 20F: 3 clusters Score -126007.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -126008.015625 Penalty: 744.281677
	Iteration 21Q: 3 clusters Score -126008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -126009.132812 Penalty: 744.281677
	Iteration 22Q: 3 clusters Score -126009.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -126009.601562 Penalty: 744.281677
	Iteration 23Q: 3 clusters Score -126009.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -126009.757812 Penalty: 744.281677
	Iteration 24Q: 3 clusters Score -126009.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -126009.757812 Penalty: 744.281677
	Iteration 25F: 3 clusters Score -126009.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Entering Unmasked Estep 
Score: -296926.093750 Penalty: 409.968781
	Iteration 0F: 2 clusters Score -296926.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -291453.343750 Penalty: 819.937561
	Iteration 0F: 3 clusters Score -291453.3 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -293775.062500 Penalty: 819.937561
	Iteration 1F: 3 clusters Score -293775.1 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -294233.125000 Penalty: 819.937561
	Iteration 2F: 3 clusters Score -294233.1 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -294687.593750 Penalty: 819.937561
	Iteration 3F: 3 clusters Score -294687.6 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -295081.625000 Penalty: 819.937561
	Iteration 4F: 3 clusters Score -295081.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -295414.718750 Penalty: 819.937561
	Iteration 5F: 3 clusters Score -295414.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -295727.843750 Penalty: 819.937561
	Iteration 6F: 3 clusters Score -295727.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -296024.843750 Penalty: 819.937561
	Iteration 7Q: 3 clusters Score -296024.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -296301.906250 Penalty: 819.937561
	Iteration 8Q: 3 clusters Score -296301.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -296501.031250 Penalty: 819.937561
	Iteration 9Q: 3 clusters Score -296501 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -296669.343750 Penalty: 819.937561
	Iteration 10Q: 3 clusters Score -296669.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -296747.281250 Penalty: 819.937561
	Iteration 11Q: 3 clusters Score -296747.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -296790.750000 Penalty: 819.937561
	Iteration 12Q: 3 clusters Score -296790.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -296815.625000 Penalty: 819.937561
	Iteration 13Q: 3 clusters Score -296815.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -296830.625000 Penalty: 819.937561
	Iteration 14Q: 3 clusters Score -296830.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -296836.843750 Penalty: 819.937561
	Iteration 15Q: 3 clusters Score -296836.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -296840.218750 Penalty: 819.937561
	Iteration 16Q: 3 clusters Score -296840.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -296841.343750 Penalty: 819.937561
	Iteration 17Q: 3 clusters Score -296841.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -296844.812500 Penalty: 819.937561
	Iteration 18Q: 3 clusters Score -296844.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -296845.125000 Penalty: 819.937561
	Iteration 19Q: 3 clusters Score -296845.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -296846.250000 Penalty: 819.937561
	Iteration 20F: 3 clusters Score -296846.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -296847.062500 Penalty: 819.937561
	Iteration 21Q: 3 clusters Score -296847.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -296847.343750 Penalty: 819.937561
	Iteration 22Q: 3 clusters Score -296847.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -296848.031250 Penalty: 819.937561
	Iteration 23Q: 3 clusters Score -296848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -296847.562500 Penalty: 819.937561
	Iteration 24Q: 3 clusters Score -296847.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -296849.000000 Penalty: 819.937561
	Iteration 25Q: 3 clusters Score -296849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -296848.781250 Penalty: 819.937561
	Iteration 26Q: 3 clusters Score -296848.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -296848.906250 Penalty: 819.937561
	Iteration 27Q: 3 clusters Score -296848.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -296848.937500 Penalty: 819.937561
	Iteration 28Q: 3 clusters Score -296848.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -296848.937500 Penalty: 819.937561
	Iteration 29F: 3 clusters Score -296848.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (565525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565525 members 
Entering Unmasked Estep 
Score: -21785982.000000 Penalty: 602.670715
	Iteration 0F: 2 clusters Score -2.178598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282484 members 
Mstep: Class 2 contains 283041 members 
Entering Unmasked Estep 
Score: -21429974.000000 Penalty: 1205.341431
	Iteration 0F: 3 clusters Score -2.142997e+07 nChanged 279890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246042 members 
Mstep: Class 2 contains 319483 members 
Entering Unmasked Estep 
Score: -21608886.000000 Penalty: 1205.341431
	Iteration 1F: 3 clusters Score -2.160889e+07 nChanged 33443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221025 members 
Mstep: Class 2 contains 344500 members 
Entering Unmasked Estep 
Score: -21624418.000000 Penalty: 1205.341431
	Iteration 2F: 3 clusters Score -2.162442e+07 nChanged 40887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188258 members 
Mstep: Class 2 contains 377267 members 
Entering Unmasked Estep 
Score: -21646900.000000 Penalty: 1205.341431
	Iteration 3F: 3 clusters Score -2.16469e+07 nChanged 43695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151429 members 
Mstep: Class 2 contains 414096 members 
Entering Unmasked Estep 
Score: -21672118.000000 Penalty: 1205.341431
	Iteration 4F: 3 clusters Score -2.167212e+07 nChanged 40224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116515 members 
Mstep: Class 2 contains 449010 members 
Entering Unmasked Estep 
Score: -21694904.000000 Penalty: 1205.341431
	Iteration 5F: 3 clusters Score -2.16949e+07 nChanged 31959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88846 members 
Mstep: Class 2 contains 476679 members 
Entering Unmasked Estep 
Score: -21717732.000000 Penalty: 1205.341431
	Iteration 6F: 3 clusters Score -2.171773e+07 nChanged 22486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69364 members 
Mstep: Class 2 contains 496161 members 
Entering Unmasked Estep 
Score: -21735188.000000 Penalty: 1205.341431
	Iteration 7Q: 3 clusters Score -2.173519e+07 nChanged 14957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 508838 members 
Entering Unmasked Estep 
Score: -21746300.000000 Penalty: 1205.341431
	Iteration 8Q: 3 clusters Score -2.17463e+07 nChanged 10195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 517039 members 
Entering Unmasked Estep 
Score: -21752972.000000 Penalty: 1205.341431
	Iteration 9Q: 3 clusters Score -2.175297e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 523221 members 
Entering Unmasked Estep 
Score: -21757864.000000 Penalty: 1205.341431
	Iteration 10Q: 3 clusters Score -2.175786e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 528500 members 
Entering Unmasked Estep 
Score: -21761482.000000 Penalty: 1205.341431
	Iteration 11Q: 3 clusters Score -2.176148e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 533321 members 
Entering Unmasked Estep 
Score: -21764542.000000 Penalty: 1205.341431
	Iteration 12Q: 3 clusters Score -2.176454e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 537636 members 
Entering Unmasked Estep 
Score: -21767314.000000 Penalty: 1205.341431
	Iteration 13Q: 3 clusters Score -2.176731e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 541507 members 
Entering Unmasked Estep 
Score: -21769750.000000 Penalty: 1205.341431
	Iteration 14Q: 3 clusters Score -2.176975e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 544968 members 
Entering Unmasked Estep 
Score: -21772126.000000 Penalty: 1205.341431
	Iteration 15Q: 3 clusters Score -2.177213e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 547981 members 
Entering Unmasked Estep 
Score: -21774226.000000 Penalty: 1205.341431
	Iteration 16Q: 3 clusters Score -2.177423e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 550626 members 
Entering Unmasked Estep 
Score: -21775834.000000 Penalty: 1205.341431
	Iteration 17Q: 3 clusters Score -2.177583e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 552922 members 
Entering Unmasked Estep 
Score: -21777250.000000 Penalty: 1205.341431
	Iteration 18Q: 3 clusters Score -2.177725e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 554864 members 
Entering Unmasked Estep 
Score: -21778630.000000 Penalty: 1205.341431
	Iteration 19Q: 3 clusters Score -2.177863e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 556490 members 
Entering Unmasked Estep 
Score: -21779714.000000 Penalty: 1205.341431
	Iteration 20F: 3 clusters Score -2.177971e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 557849 members 
Entering Unmasked Estep 
Score: -21780598.000000 Penalty: 1205.341431
	Iteration 21Q: 3 clusters Score -2.17806e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 559042 members 
Entering Unmasked Estep 
Score: -21781356.000000 Penalty: 1205.341431
	Iteration 22Q: 3 clusters Score -2.178136e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 560041 members 
Entering Unmasked Estep 
Score: -21782154.000000 Penalty: 1205.341431
	Iteration 23Q: 3 clusters Score -2.178215e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 560867 members 
Entering Unmasked Estep 
Score: -21782596.000000 Penalty: 1205.341431
	Iteration 24Q: 3 clusters Score -2.17826e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 561564 members 
Entering Unmasked Estep 
Score: -21783104.000000 Penalty: 1205.341431
	Iteration 25Q: 3 clusters Score -2.17831e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 562108 members 
Entering Unmasked Estep 
Score: -21783470.000000 Penalty: 1205.341431
	Iteration 26Q: 3 clusters Score -2.178347e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 562611 members 
Entering Unmasked Estep 
Score: -21783748.000000 Penalty: 1205.341431
	Iteration 27Q: 3 clusters Score -2.178375e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 562996 members 
Entering Unmasked Estep 
Score: -21783982.000000 Penalty: 1205.341431
	Iteration 28Q: 3 clusters Score -2.178398e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 563305 members 
Entering Unmasked Estep 
Score: -21784210.000000 Penalty: 1205.341431
	Iteration 29Q: 3 clusters Score -2.178421e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 563564 members 
Entering Unmasked Estep 
Score: -21784390.000000 Penalty: 1205.341431
	Iteration 30Q: 3 clusters Score -2.178439e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 563788 members 
Entering Unmasked Estep 
Score: -21784556.000000 Penalty: 1205.341431
	Iteration 31Q: 3 clusters Score -2.178456e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 563984 members 
Entering Unmasked Estep 
Score: -21784688.000000 Penalty: 1205.341431
	Iteration 32Q: 3 clusters Score -2.178469e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 564124 members 
Entering Unmasked Estep 
Score: -21784776.000000 Penalty: 1205.341431
	Iteration 33Q: 3 clusters Score -2.178478e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 564255 members 
Entering Unmasked Estep 
Score: -21784884.000000 Penalty: 1205.341431
	Iteration 34Q: 3 clusters Score -2.178488e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 564376 members 
Entering Unmasked Estep 
Score: -21784966.000000 Penalty: 1205.341431
	Iteration 35Q: 3 clusters Score -2.178497e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 564474 members 
Entering Unmasked Estep 
Score: -21785038.000000 Penalty: 1205.341431
	Iteration 36Q: 3 clusters Score -2.178504e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 564551 members 
Entering Unmasked Estep 
Score: -21785100.000000 Penalty: 1205.341431
	Iteration 37Q: 3 clusters Score -2.17851e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 564627 members 
Entering Unmasked Estep 
Score: -21785140.000000 Penalty: 1205.341431
	Iteration 38Q: 3 clusters Score -2.178514e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 564691 members 
Entering Unmasked Estep 
Score: -21785208.000000 Penalty: 1205.341431
	Iteration 39Q: 3 clusters Score -2.178521e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 564743 members 
Entering Unmasked Estep 
Score: -21785240.000000 Penalty: 1205.341431
	Iteration 40F: 3 clusters Score -2.178524e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 564790 members 
Entering Unmasked Estep 
Score: -21785276.000000 Penalty: 1205.341431
	Iteration 41Q: 3 clusters Score -2.178528e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 564828 members 
Entering Unmasked Estep 
Score: -21785340.000000 Penalty: 1205.341431
	Iteration 42Q: 3 clusters Score -2.178534e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 564852 members 
Entering Unmasked Estep 
Score: -21785338.000000 Penalty: 1205.341431
	Iteration 43Q: 3 clusters Score -2.178534e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 564874 members 
Entering Unmasked Estep 
Score: -21785356.000000 Penalty: 1205.341431
	Iteration 44Q: 3 clusters Score -2.178536e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 564895 members 
Entering Unmasked Estep 
Score: -21785370.000000 Penalty: 1205.341431
	Iteration 45Q: 3 clusters Score -2.178537e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 564917 members 
Entering Unmasked Estep 
Score: -21785376.000000 Penalty: 1205.341431
	Iteration 46Q: 3 clusters Score -2.178538e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 564942 members 
Entering Unmasked Estep 
Score: -21785408.000000 Penalty: 1205.341431
	Iteration 47Q: 3 clusters Score -2.178541e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 564955 members 
Entering Unmasked Estep 
Score: -21785414.000000 Penalty: 1205.341431
	Iteration 48Q: 3 clusters Score -2.178541e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 564972 members 
Entering Unmasked Estep 
Score: -21785450.000000 Penalty: 1205.341431
	Iteration 49Q: 3 clusters Score -2.178545e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 564985 members 
Entering Unmasked Estep 
Score: -21785456.000000 Penalty: 1205.341431
	Iteration 50Q: 3 clusters Score -2.178546e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 564992 members 
Entering Unmasked Estep 
Score: -21785450.000000 Penalty: 1205.341431
	Iteration 51Q: 3 clusters Score -2.178545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 564994 members 
Entering Unmasked Estep 
Score: -21785454.000000 Penalty: 1205.341431
	Iteration 52Q: 3 clusters Score -2.178545e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 564999 members 
Entering Unmasked Estep 
Score: -21785468.000000 Penalty: 1205.341431
	Iteration 53Q: 3 clusters Score -2.178547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 565000 members 
Entering Unmasked Estep 
Score: -21785474.000000 Penalty: 1205.341431
	Iteration 54Q: 3 clusters Score -2.178547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 565002 members 
Entering Unmasked Estep 
Score: -21785480.000000 Penalty: 1205.341431
	Iteration 55Q: 3 clusters Score -2.178548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 565009 members 
Entering Unmasked Estep 
Score: -21785474.000000 Penalty: 1205.341431
	Iteration 56Q: 3 clusters Score -2.178547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 565017 members 
Entering Unmasked Estep 
Score: -21785474.000000 Penalty: 1205.341431
	Iteration 57Q: 3 clusters Score -2.178547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 565026 members 
Entering Unmasked Estep 
Score: -21785450.000000 Penalty: 1205.341431
	Iteration 58Q: 3 clusters Score -2.178545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 565035 members 
Entering Unmasked Estep 
Score: -21785454.000000 Penalty: 1205.341431
	Iteration 59Q: 3 clusters Score -2.178545e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 565046 members 
Entering Unmasked Estep 
Score: -21785476.000000 Penalty: 1205.341431
	Iteration 60F: 3 clusters Score -2.178548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 565054 members 
Entering Unmasked Estep 
Score: -21785476.000000 Penalty: 1205.341431
	Iteration 61Q: 3 clusters Score -2.178548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 565061 members 
Entering Unmasked Estep 
Score: -21785472.000000 Penalty: 1205.341431
	Iteration 62Q: 3 clusters Score -2.178547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 565068 members 
Entering Unmasked Estep 
Score: -21785488.000000 Penalty: 1205.341431
	Iteration 63Q: 3 clusters Score -2.178549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 565076 members 
Entering Unmasked Estep 
Score: -21785484.000000 Penalty: 1205.341431
	Iteration 64Q: 3 clusters Score -2.178548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 565077 members 
Entering Unmasked Estep 
Score: -21785486.000000 Penalty: 1205.341431
	Iteration 65Q: 3 clusters Score -2.178549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 565084 members 
Entering Unmasked Estep 
Score: -21785494.000000 Penalty: 1205.341431
	Iteration 66Q: 3 clusters Score -2.178549e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 565093 members 
Entering Unmasked Estep 
Score: -21785494.000000 Penalty: 1205.341431
	Iteration 67Q: 3 clusters Score -2.178549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 565099 members 
Entering Unmasked Estep 
Score: -21785508.000000 Penalty: 1205.341431
	Iteration 68Q: 3 clusters Score -2.178551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 565105 members 
Entering Unmasked Estep 
Score: -21785482.000000 Penalty: 1205.341431
	Iteration 69Q: 3 clusters Score -2.178548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 565108 members 
Entering Unmasked Estep 
Score: -21785496.000000 Penalty: 1205.341431
	Iteration 70Q: 3 clusters Score -2.17855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 565112 members 
Entering Unmasked Estep 
Score: -21785498.000000 Penalty: 1205.341431
	Iteration 71Q: 3 clusters Score -2.17855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 565117 members 
Entering Unmasked Estep 
Score: -21785504.000000 Penalty: 1205.341431
	Iteration 72Q: 3 clusters Score -2.17855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 565120 members 
Entering Unmasked Estep 
Score: -21785500.000000 Penalty: 1205.341431
	Iteration 73Q: 3 clusters Score -2.17855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 565121 members 
Entering Unmasked Estep 
Score: -21785486.000000 Penalty: 1205.341431
	Iteration 74Q: 3 clusters Score -2.178549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 565123 members 
Entering Unmasked Estep 
Score: -21785492.000000 Penalty: 1205.341431
	Iteration 75Q: 3 clusters Score -2.178549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 565123 members 
Entering Unmasked Estep 
Score: -21785498.000000 Penalty: 1205.341431
	Iteration 76Q: 3 clusters Score -2.17855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 565124 members 
Entering Unmasked Estep 
Score: -21785470.000000 Penalty: 1205.341431
	Iteration 77Q: 3 clusters Score -2.178547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 565124 members 
Entering Unmasked Estep 
Score: -21785470.000000 Penalty: 1205.341431
	Iteration 78F: 3 clusters Score -2.178547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Entering Unmasked Estep 
Score: -408875.125000 Penalty: 424.027435
	Iteration 0F: 2 clusters Score -408875.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -401397.750000 Penalty: 848.054871
	Iteration 0F: 3 clusters Score -401397.8 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -404337.312500 Penalty: 848.054871
	Iteration 1F: 3 clusters Score -404337.3 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -404551.093750 Penalty: 848.054871
	Iteration 2F: 3 clusters Score -404551.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -404825.593750 Penalty: 848.054871
	Iteration 3F: 3 clusters Score -404825.6 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -405166.593750 Penalty: 848.054871
	Iteration 4F: 3 clusters Score -405166.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -405580.312500 Penalty: 848.054871
	Iteration 5F: 3 clusters Score -405580.3 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -405952.687500 Penalty: 848.054871
	Iteration 6F: 3 clusters Score -405952.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -406266.156250 Penalty: 848.054871
	Iteration 7Q: 3 clusters Score -406266.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -406561.187500 Penalty: 848.054871
	Iteration 8Q: 3 clusters Score -406561.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -406828.000000 Penalty: 848.054871
	Iteration 9Q: 3 clusters Score -406828 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -407111.000000 Penalty: 848.054871
	Iteration 10Q: 3 clusters Score -407111 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -407397.125000 Penalty: 848.054871
	Iteration 11Q: 3 clusters Score -407397.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -407683.687500 Penalty: 848.054871
	Iteration 12Q: 3 clusters Score -407683.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -407938.687500 Penalty: 848.054871
	Iteration 13Q: 3 clusters Score -407938.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -408149.125000 Penalty: 848.054871
	Iteration 14Q: 3 clusters Score -408149.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -408287.437500 Penalty: 848.054871
	Iteration 15Q: 3 clusters Score -408287.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -408378.156250 Penalty: 848.054871
	Iteration 16Q: 3 clusters Score -408378.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -408434.718750 Penalty: 848.054871
	Iteration 17Q: 3 clusters Score -408434.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -408460.812500 Penalty: 848.054871
	Iteration 18Q: 3 clusters Score -408460.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -408476.843750 Penalty: 848.054871
	Iteration 19Q: 3 clusters Score -408476.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -408488.718750 Penalty: 848.054871
	Iteration 20F: 3 clusters Score -408488.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -408498.656250 Penalty: 848.054871
	Iteration 21Q: 3 clusters Score -408498.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -408504.656250 Penalty: 848.054871
	Iteration 22Q: 3 clusters Score -408504.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -408511.812500 Penalty: 848.054871
	Iteration 23Q: 3 clusters Score -408511.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -408519.093750 Penalty: 848.054871
	Iteration 24Q: 3 clusters Score -408519.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -408526.218750 Penalty: 848.054871
	Iteration 25Q: 3 clusters Score -408526.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -408533.625000 Penalty: 848.054871
	Iteration 26Q: 3 clusters Score -408533.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -408537.000000 Penalty: 848.054871
	Iteration 27Q: 3 clusters Score -408537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -408539.250000 Penalty: 848.054871
	Iteration 28Q: 3 clusters Score -408539.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -408539.781250 Penalty: 848.054871
	Iteration 29Q: 3 clusters Score -408539.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -408540.375000 Penalty: 848.054871
	Iteration 30Q: 3 clusters Score -408540.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -408540.375000 Penalty: 848.054871
	Iteration 31F: 3 clusters Score -408540.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Entering Unmasked Estep 
Score: -264642.062500 Penalty: 404.557495
	Iteration 0F: 2 clusters Score -264642.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -259788.187500 Penalty: 809.114990
	Iteration 0F: 3 clusters Score -259788.2 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -261704.968750 Penalty: 809.114990
	Iteration 1F: 3 clusters Score -261705 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -262008.968750 Penalty: 809.114990
	Iteration 2F: 3 clusters Score -262009 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -262380.187500 Penalty: 809.114990
	Iteration 3F: 3 clusters Score -262380.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -262666.687500 Penalty: 809.114990
	Iteration 4F: 3 clusters Score -262666.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -262930.312500 Penalty: 809.114990
	Iteration 5F: 3 clusters Score -262930.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -263159.343750 Penalty: 809.114990
	Iteration 6F: 3 clusters Score -263159.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -263374.781250 Penalty: 809.114990
	Iteration 7Q: 3 clusters Score -263374.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -263618.218750 Penalty: 809.114990
	Iteration 8Q: 3 clusters Score -263618.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -263887.125000 Penalty: 809.114990
	Iteration 9Q: 3 clusters Score -263887.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -264079.218750 Penalty: 809.114990
	Iteration 10Q: 3 clusters Score -264079.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -264189.468750 Penalty: 809.114990
	Iteration 11Q: 3 clusters Score -264189.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -264258.218750 Penalty: 809.114990
	Iteration 12Q: 3 clusters Score -264258.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -264293.937500 Penalty: 809.114990
	Iteration 13Q: 3 clusters Score -264293.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -264324.937500 Penalty: 809.114990
	Iteration 14Q: 3 clusters Score -264324.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -264358.031250 Penalty: 809.114990
	Iteration 15Q: 3 clusters Score -264358 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -264397.687500 Penalty: 809.114990
	Iteration 16Q: 3 clusters Score -264397.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -264441.156250 Penalty: 809.114990
	Iteration 17Q: 3 clusters Score -264441.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -264488.593750 Penalty: 809.114990
	Iteration 18Q: 3 clusters Score -264488.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -264529.281250 Penalty: 809.114990
	Iteration 19Q: 3 clusters Score -264529.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -264557.687500 Penalty: 809.114990
	Iteration 20F: 3 clusters Score -264557.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -264576.875000 Penalty: 809.114990
	Iteration 21Q: 3 clusters Score -264576.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -264587.968750 Penalty: 809.114990
	Iteration 22Q: 3 clusters Score -264588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -264597.000000 Penalty: 809.114990
	Iteration 23Q: 3 clusters Score -264597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -264602.656250 Penalty: 809.114990
	Iteration 24Q: 3 clusters Score -264602.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -264604.968750 Penalty: 809.114990
	Iteration 25Q: 3 clusters Score -264605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -264606.968750 Penalty: 809.114990
	Iteration 26Q: 3 clusters Score -264607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -264609.375000 Penalty: 809.114990
	Iteration 27Q: 3 clusters Score -264609.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -264610.093750 Penalty: 809.114990
	Iteration 28Q: 3 clusters Score -264610.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -264611.843750 Penalty: 809.114990
	Iteration 29Q: 3 clusters Score -264611.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -264614.062500 Penalty: 809.114990
	Iteration 30Q: 3 clusters Score -264614.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -264616.125000 Penalty: 809.114990
	Iteration 31Q: 3 clusters Score -264616.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -264618.218750 Penalty: 809.114990
	Iteration 32Q: 3 clusters Score -264618.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -264619.718750 Penalty: 809.114990
	Iteration 33Q: 3 clusters Score -264619.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -264621.531250 Penalty: 809.114990
	Iteration 34Q: 3 clusters Score -264621.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -264623.281250 Penalty: 809.114990
	Iteration 35Q: 3 clusters Score -264623.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -264624.437500 Penalty: 809.114990
	Iteration 36Q: 3 clusters Score -264624.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -264625.531250 Penalty: 809.114990
	Iteration 37Q: 3 clusters Score -264625.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -264627.156250 Penalty: 809.114990
	Iteration 38Q: 3 clusters Score -264627.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -264629.250000 Penalty: 809.114990
	Iteration 39Q: 3 clusters Score -264629.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -264631.593750 Penalty: 809.114990
	Iteration 40F: 3 clusters Score -264631.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -264635.031250 Penalty: 809.114990
	Iteration 41Q: 3 clusters Score -264635 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -264638.218750 Penalty: 809.114990
	Iteration 42Q: 3 clusters Score -264638.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -264643.125000 Penalty: 809.114990
	Iteration 43Q: 3 clusters Score -264643.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -264647.875000 Penalty: 809.114990
	Iteration 44Q: 3 clusters Score -264647.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -264650.343750 Penalty: 809.114990
	Iteration 45Q: 3 clusters Score -264650.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -264651.656250 Penalty: 809.114990
	Iteration 46Q: 3 clusters Score -264651.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -264652.156250 Penalty: 809.114990
	Iteration 47Q: 3 clusters Score -264652.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -264652.656250 Penalty: 809.114990
	Iteration 48Q: 3 clusters Score -264652.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -264654.093750 Penalty: 809.114990
	Iteration 49Q: 3 clusters Score -264654.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -264655.562500 Penalty: 809.114990
	Iteration 50Q: 3 clusters Score -264655.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -264656.375000 Penalty: 809.114990
	Iteration 51Q: 3 clusters Score -264656.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -264657.406250 Penalty: 809.114990
	Iteration 52Q: 3 clusters Score -264657.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -264657.375000 Penalty: 809.114990
	Iteration 53Q: 3 clusters Score -264657.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -264658.531250 Penalty: 809.114990
	Iteration 54Q: 3 clusters Score -264658.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -264659.281250 Penalty: 809.114990
	Iteration 55Q: 3 clusters Score -264659.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -264660.593750 Penalty: 809.114990
	Iteration 56Q: 3 clusters Score -264660.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -264660.906250 Penalty: 809.114990
	Iteration 57Q: 3 clusters Score -264660.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -264660.906250 Penalty: 809.114990
	Iteration 58Q: 3 clusters Score -264660.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -264661.468750 Penalty: 809.114990
	Iteration 59Q: 3 clusters Score -264661.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -264661.500000 Penalty: 809.114990
	Iteration 60F: 3 clusters Score -264661.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -264661.593750 Penalty: 809.114990
	Iteration 61Q: 3 clusters Score -264661.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -264662.000000 Penalty: 809.114990
	Iteration 62Q: 3 clusters Score -264662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -264662.093750 Penalty: 809.114990
	Iteration 63Q: 3 clusters Score -264662.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -264662.281250 Penalty: 809.114990
	Iteration 64Q: 3 clusters Score -264662.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -264661.937500 Penalty: 809.114990
	Iteration 65Q: 3 clusters Score -264661.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -264661.562500 Penalty: 809.114990
	Iteration 66Q: 3 clusters Score -264661.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -264662.187500 Penalty: 809.114990
	Iteration 67Q: 3 clusters Score -264662.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -264662.406250 Penalty: 809.114990
	Iteration 68Q: 3 clusters Score -264662.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -264663.000000 Penalty: 809.114990
	Iteration 69Q: 3 clusters Score -264663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -264663.250000 Penalty: 809.114990
	Iteration 70Q: 3 clusters Score -264663.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -264663.687500 Penalty: 809.114990
	Iteration 71Q: 3 clusters Score -264663.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -264663.343750 Penalty: 809.114990
	Iteration 72Q: 3 clusters Score -264663.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -264663.593750 Penalty: 809.114990
	Iteration 73Q: 3 clusters Score -264663.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -264663.812500 Penalty: 809.114990
	Iteration 74Q: 3 clusters Score -264663.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -264664.437500 Penalty: 809.114990
	Iteration 75Q: 3 clusters Score -264664.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -264665.437500 Penalty: 809.114990
	Iteration 76Q: 3 clusters Score -264665.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -264665.687500 Penalty: 809.114990
	Iteration 77Q: 3 clusters Score -264665.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -264666.062500 Penalty: 809.114990
	Iteration 78Q: 3 clusters Score -264666.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -264666.625000 Penalty: 809.114990
	Iteration 79Q: 3 clusters Score -264666.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -264666.875000 Penalty: 809.114990
	Iteration 80F: 3 clusters Score -264666.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 12790 members 
Mstep: Class 3 contains 8789 members 
Mstep: Class 4 contains 2335 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 9408 members 
Mstep: Class 7 contains 10478 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 592893 members 
Mstep: Class 10 contains 6819 members 
Mstep: Class 11 contains 20535 members 
Mstep: Class 12 contains 3255 members 
Mstep: Class 13 contains 1087 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 8187 members 
Mstep: Class 16 contains 565525 members 
Mstep: Class 17 contains 11151 members 
Mstep: Class 18 contains 6414 members 
Mstep: Class 19 contains 3169 members 
Mstep: Class 20 contains 12317 members 
Mstep: Class 21 contains 7103 members 
Mstep: Class 22 contains 9988 members 
Mstep: Class 23 contains 1090 members 
Mstep: Class 24 contains 7122 members 
Mstep: Class 25 contains 21421 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 12800 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3666 members 
Mstep: Class 30 contains 13088 members 
Mstep: Class 31 contains 6711 members 
Mstep: Class 32 contains 3361 members 
Mstep: Class 33 contains 1726 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 880 members 
Mstep: Class 36 contains 9070 members 
Mstep: Class 37 contains 855 members 
Entering Unmasked Estep 
Score: -50379948.000000 Penalty: 23810.361328
Splitting cluster 18 changes total score from -50379456.000000 to -50379948.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 19 (3169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Entering Unmasked Estep 
Score: -116438.718750 Penalty: 366.783295
	Iteration 0F: 2 clusters Score -116438.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -114267.593750 Penalty: 733.566589
	Iteration 0F: 3 clusters Score -114267.6 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -115093.945312 Penalty: 733.566589
	Iteration 1F: 3 clusters Score -115093.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -115277.171875 Penalty: 733.566589
	Iteration 2F: 3 clusters Score -115277.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -115522.750000 Penalty: 733.566589
	Iteration 3F: 3 clusters Score -115522.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -115714.867188 Penalty: 733.566589
	Iteration 4F: 3 clusters Score -115714.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -115880.765625 Penalty: 733.566589
	Iteration 5F: 3 clusters Score -115880.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -116003.054688 Penalty: 733.566589
	Iteration 6F: 3 clusters Score -116003.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -116098.843750 Penalty: 733.566589
	Iteration 7Q: 3 clusters Score -116098.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -116162.984375 Penalty: 733.566589
	Iteration 8Q: 3 clusters Score -116163 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -116204.585938 Penalty: 733.566589
	Iteration 9Q: 3 clusters Score -116204.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -116237.179688 Penalty: 733.566589
	Iteration 10Q: 3 clusters Score -116237.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -116263.875000 Penalty: 733.566589
	Iteration 11Q: 3 clusters Score -116263.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -116282.859375 Penalty: 733.566589
	Iteration 12Q: 3 clusters Score -116282.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -116303.460938 Penalty: 733.566589
	Iteration 13Q: 3 clusters Score -116303.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -116315.945312 Penalty: 733.566589
	Iteration 14Q: 3 clusters Score -116315.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -116322.281250 Penalty: 733.566589
	Iteration 15Q: 3 clusters Score -116322.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -116326.890625 Penalty: 733.566589
	Iteration 16Q: 3 clusters Score -116326.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -116331.156250 Penalty: 733.566589
	Iteration 17Q: 3 clusters Score -116331.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -116334.648438 Penalty: 733.566589
	Iteration 18Q: 3 clusters Score -116334.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -116339.710938 Penalty: 733.566589
	Iteration 19Q: 3 clusters Score -116339.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -116342.750000 Penalty: 733.566589
	Iteration 20F: 3 clusters Score -116342.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -116345.765625 Penalty: 733.566589
	Iteration 21Q: 3 clusters Score -116345.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -116348.187500 Penalty: 733.566589
	Iteration 22Q: 3 clusters Score -116348.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -116350.742188 Penalty: 733.566589
	Iteration 23Q: 3 clusters Score -116350.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -116352.156250 Penalty: 733.566589
	Iteration 24Q: 3 clusters Score -116352.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -116353.445312 Penalty: 733.566589
	Iteration 25Q: 3 clusters Score -116353.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -116354.218750 Penalty: 733.566589
	Iteration 26Q: 3 clusters Score -116354.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -116354.429688 Penalty: 733.566589
	Iteration 27Q: 3 clusters Score -116354.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -116354.390625 Penalty: 733.566589
	Iteration 28Q: 3 clusters Score -116354.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -116355.281250 Penalty: 733.566589
	Iteration 29Q: 3 clusters Score -116355.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -116356.093750 Penalty: 733.566589
	Iteration 30Q: 3 clusters Score -116356.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -116357.359375 Penalty: 733.566589
	Iteration 31Q: 3 clusters Score -116357.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -116359.078125 Penalty: 733.566589
	Iteration 32Q: 3 clusters Score -116359.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -116359.492188 Penalty: 733.566589
	Iteration 33Q: 3 clusters Score -116359.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -116359.898438 Penalty: 733.566589
	Iteration 34Q: 3 clusters Score -116359.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -116360.382812 Penalty: 733.566589
	Iteration 35Q: 3 clusters Score -116360.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -116360.312500 Penalty: 733.566589
	Iteration 36Q: 3 clusters Score -116360.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -116360.312500 Penalty: 733.566589
	Iteration 37F: 3 clusters Score -116360.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Entering Unmasked Estep 
Score: -440306.500000 Penalty: 428.552460
	Iteration 0F: 2 clusters Score -440306.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -432101.812500 Penalty: 857.104919
	Iteration 0F: 3 clusters Score -432101.8 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -435415.093750 Penalty: 857.104919
	Iteration 1F: 3 clusters Score -435415.1 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -435753.562500 Penalty: 857.104919
	Iteration 2F: 3 clusters Score -435753.6 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -436139.812500 Penalty: 857.104919
	Iteration 3F: 3 clusters Score -436139.8 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -436672.406250 Penalty: 857.104919
	Iteration 4F: 3 clusters Score -436672.4 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -437327.343750 Penalty: 857.104919
	Iteration 5F: 3 clusters Score -437327.3 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -437944.875000 Penalty: 857.104919
	Iteration 6F: 3 clusters Score -437944.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -438517.937500 Penalty: 857.104919
	Iteration 7F: 3 clusters Score -438517.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -439044.656250 Penalty: 857.104919
	Iteration 8Q: 3 clusters Score -439044.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -439409.750000 Penalty: 857.104919
	Iteration 9Q: 3 clusters Score -439409.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -439645.937500 Penalty: 857.104919
	Iteration 10Q: 3 clusters Score -439645.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -439753.968750 Penalty: 857.104919
	Iteration 11Q: 3 clusters Score -439754 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -439815.843750 Penalty: 857.104919
	Iteration 12Q: 3 clusters Score -439815.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -439855.968750 Penalty: 857.104919
	Iteration 13Q: 3 clusters Score -439856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -439877.343750 Penalty: 857.104919
	Iteration 14Q: 3 clusters Score -439877.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -439898.562500 Penalty: 857.104919
	Iteration 15Q: 3 clusters Score -439898.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -439914.000000 Penalty: 857.104919
	Iteration 16Q: 3 clusters Score -439914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -439927.125000 Penalty: 857.104919
	Iteration 17Q: 3 clusters Score -439927.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -439937.281250 Penalty: 857.104919
	Iteration 18Q: 3 clusters Score -439937.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -439946.468750 Penalty: 857.104919
	Iteration 19Q: 3 clusters Score -439946.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -439952.656250 Penalty: 857.104919
	Iteration 20F: 3 clusters Score -439952.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -439956.468750 Penalty: 857.104919
	Iteration 21Q: 3 clusters Score -439956.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -439961.406250 Penalty: 857.104919
	Iteration 22Q: 3 clusters Score -439961.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -439967.812500 Penalty: 857.104919
	Iteration 23Q: 3 clusters Score -439967.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -439971.031250 Penalty: 857.104919
	Iteration 24Q: 3 clusters Score -439971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -439974.343750 Penalty: 857.104919
	Iteration 25Q: 3 clusters Score -439974.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -439979.125000 Penalty: 857.104919
	Iteration 26Q: 3 clusters Score -439979.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -439986.218750 Penalty: 857.104919
	Iteration 27Q: 3 clusters Score -439986.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -439993.031250 Penalty: 857.104919
	Iteration 28Q: 3 clusters Score -439993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -440001.250000 Penalty: 857.104919
	Iteration 29Q: 3 clusters Score -440001.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -440004.218750 Penalty: 857.104919
	Iteration 30Q: 3 clusters Score -440004.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -440005.218750 Penalty: 857.104919
	Iteration 31Q: 3 clusters Score -440005.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -440006.500000 Penalty: 857.104919
	Iteration 32Q: 3 clusters Score -440006.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -440007.531250 Penalty: 857.104919
	Iteration 33Q: 3 clusters Score -440007.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -440007.843750 Penalty: 857.104919
	Iteration 34Q: 3 clusters Score -440007.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -440009.031250 Penalty: 857.104919
	Iteration 35Q: 3 clusters Score -440009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -440008.875000 Penalty: 857.104919
	Iteration 36Q: 3 clusters Score -440008.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -440008.875000 Penalty: 857.104919
	Iteration 37F: 3 clusters Score -440008.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Entering Unmasked Estep 
Score: -248918.046875 Penalty: 403.506409
	Iteration 0F: 2 clusters Score -248918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -244099.453125 Penalty: 807.012817
	Iteration 0F: 3 clusters Score -244099.5 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -245985.562500 Penalty: 807.012817
	Iteration 1F: 3 clusters Score -245985.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -246261.406250 Penalty: 807.012817
	Iteration 2F: 3 clusters Score -246261.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -246593.578125 Penalty: 807.012817
	Iteration 3F: 3 clusters Score -246593.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -246961.296875 Penalty: 807.012817
	Iteration 4F: 3 clusters Score -246961.3 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -247359.546875 Penalty: 807.012817
	Iteration 5F: 3 clusters Score -247359.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -247736.187500 Penalty: 807.012817
	Iteration 6F: 3 clusters Score -247736.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -248041.250000 Penalty: 807.012817
	Iteration 7Q: 3 clusters Score -248041.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -248232.531250 Penalty: 807.012817
	Iteration 8Q: 3 clusters Score -248232.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -248342.718750 Penalty: 807.012817
	Iteration 9Q: 3 clusters Score -248342.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -248420.609375 Penalty: 807.012817
	Iteration 10Q: 3 clusters Score -248420.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -248470.468750 Penalty: 807.012817
	Iteration 11Q: 3 clusters Score -248470.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -248508.781250 Penalty: 807.012817
	Iteration 12Q: 3 clusters Score -248508.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -248533.593750 Penalty: 807.012817
	Iteration 13Q: 3 clusters Score -248533.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -248544.312500 Penalty: 807.012817
	Iteration 14Q: 3 clusters Score -248544.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -248559.296875 Penalty: 807.012817
	Iteration 15Q: 3 clusters Score -248559.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -248569.062500 Penalty: 807.012817
	Iteration 16Q: 3 clusters Score -248569.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -248576.265625 Penalty: 807.012817
	Iteration 17Q: 3 clusters Score -248576.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -248582.875000 Penalty: 807.012817
	Iteration 18Q: 3 clusters Score -248582.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -248597.125000 Penalty: 807.012817
	Iteration 19Q: 3 clusters Score -248597.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -248613.421875 Penalty: 807.012817
	Iteration 20F: 3 clusters Score -248613.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -248623.343750 Penalty: 807.012817
	Iteration 21Q: 3 clusters Score -248623.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -248628.250000 Penalty: 807.012817
	Iteration 22Q: 3 clusters Score -248628.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -248631.859375 Penalty: 807.012817
	Iteration 23Q: 3 clusters Score -248631.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -248632.953125 Penalty: 807.012817
	Iteration 24Q: 3 clusters Score -248633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -248633.578125 Penalty: 807.012817
	Iteration 25Q: 3 clusters Score -248633.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -248633.375000 Penalty: 807.012817
	Iteration 26Q: 3 clusters Score -248633.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -248633.375000 Penalty: 807.012817
	Iteration 27F: 3 clusters Score -248633.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Entering Unmasked Estep 
Score: -367003.656250 Penalty: 419.015869
	Iteration 0F: 2 clusters Score -367003.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -360393.406250 Penalty: 838.031738
	Iteration 0F: 3 clusters Score -360393.4 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -363309.312500 Penalty: 838.031738
	Iteration 1F: 3 clusters Score -363309.3 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -363922.500000 Penalty: 838.031738
	Iteration 2F: 3 clusters Score -363922.5 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -364653.250000 Penalty: 838.031738
	Iteration 3F: 3 clusters Score -364653.2 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -365398.437500 Penalty: 838.031738
	Iteration 4F: 3 clusters Score -365398.4 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -365999.031250 Penalty: 838.031738
	Iteration 5F: 3 clusters Score -365999 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -366428.781250 Penalty: 838.031738
	Iteration 6Q: 3 clusters Score -366428.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -366664.906250 Penalty: 838.031738
	Iteration 7Q: 3 clusters Score -366664.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -366769.031250 Penalty: 838.031738
	Iteration 8Q: 3 clusters Score -366769 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -366836.812500 Penalty: 838.031738
	Iteration 9Q: 3 clusters Score -366836.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -366869.718750 Penalty: 838.031738
	Iteration 10Q: 3 clusters Score -366869.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -366885.625000 Penalty: 838.031738
	Iteration 11Q: 3 clusters Score -366885.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -366901.500000 Penalty: 838.031738
	Iteration 12Q: 3 clusters Score -366901.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -366913.937500 Penalty: 838.031738
	Iteration 13Q: 3 clusters Score -366913.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -366922.531250 Penalty: 838.031738
	Iteration 14Q: 3 clusters Score -366922.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -366927.218750 Penalty: 838.031738
	Iteration 15Q: 3 clusters Score -366927.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -366933.562500 Penalty: 838.031738
	Iteration 16Q: 3 clusters Score -366933.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -366938.343750 Penalty: 838.031738
	Iteration 17Q: 3 clusters Score -366938.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -366940.750000 Penalty: 838.031738
	Iteration 18Q: 3 clusters Score -366940.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -366941.812500 Penalty: 838.031738
	Iteration 19Q: 3 clusters Score -366941.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -366943.093750 Penalty: 838.031738
	Iteration 20F: 3 clusters Score -366943.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -366943.312500 Penalty: 838.031738
	Iteration 21Q: 3 clusters Score -366943.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -366943.875000 Penalty: 838.031738
	Iteration 22Q: 3 clusters Score -366943.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -366943.843750 Penalty: 838.031738
	Iteration 23Q: 3 clusters Score -366943.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -366944.187500 Penalty: 838.031738
	Iteration 24Q: 3 clusters Score -366944.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -366944.093750 Penalty: 838.031738
	Iteration 25Q: 3 clusters Score -366944.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -366944.593750 Penalty: 838.031738
	Iteration 26Q: 3 clusters Score -366944.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -366944.843750 Penalty: 838.031738
	Iteration 27Q: 3 clusters Score -366944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -366944.937500 Penalty: 838.031738
	Iteration 28Q: 3 clusters Score -366944.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -366945.593750 Penalty: 838.031738
	Iteration 29Q: 3 clusters Score -366945.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -366945.843750 Penalty: 838.031738
	Iteration 30Q: 3 clusters Score -366945.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -366945.906250 Penalty: 838.031738
	Iteration 31Q: 3 clusters Score -366945.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -366945.906250 Penalty: 838.031738
	Iteration 32F: 3 clusters Score -366945.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -38156.511719 Penalty: 318.223969
	Iteration 0F: 2 clusters Score -38156.51 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 568 members 
Entering Unmasked Estep 
Score: -37295.414062 Penalty: 636.447937
	Iteration 0F: 3 clusters Score -37295.41 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -37579.585938 Penalty: 636.447937
	Iteration 1F: 3 clusters Score -37579.59 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -37649.324219 Penalty: 636.447937
	Iteration 2F: 3 clusters Score -37649.32 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -37680.269531 Penalty: 636.447937
	Iteration 3Q: 3 clusters Score -37680.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -37704.640625 Penalty: 636.447937
	Iteration 4Q: 3 clusters Score -37704.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -37736.281250 Penalty: 636.447937
	Iteration 5Q: 3 clusters Score -37736.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -37758.328125 Penalty: 636.447937
	Iteration 6Q: 3 clusters Score -37758.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -37780.519531 Penalty: 636.447937
	Iteration 7Q: 3 clusters Score -37780.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -37814.515625 Penalty: 636.447937
	Iteration 8Q: 3 clusters Score -37814.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -37837.316406 Penalty: 636.447937
	Iteration 9Q: 3 clusters Score -37837.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -37865.398438 Penalty: 636.447937
	Iteration 10Q: 3 clusters Score -37865.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -37881.542969 Penalty: 636.447937
	Iteration 11Q: 3 clusters Score -37881.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -37899.632812 Penalty: 636.447937
	Iteration 12Q: 3 clusters Score -37899.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -37908.886719 Penalty: 636.447937
	Iteration 13Q: 3 clusters Score -37908.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -37915.609375 Penalty: 636.447937
	Iteration 14Q: 3 clusters Score -37915.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -37921.027344 Penalty: 636.447937
	Iteration 15Q: 3 clusters Score -37921.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -37928.339844 Penalty: 636.447937
	Iteration 16Q: 3 clusters Score -37928.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -37937.109375 Penalty: 636.447937
	Iteration 17Q: 3 clusters Score -37937.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -37950.371094 Penalty: 636.447937
	Iteration 18Q: 3 clusters Score -37950.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -37958.664062 Penalty: 636.447937
	Iteration 19Q: 3 clusters Score -37958.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -37960.175781 Penalty: 636.447937
	Iteration 20F: 3 clusters Score -37960.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -37960.289062 Penalty: 636.447937
	Iteration 21Q: 3 clusters Score -37960.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -37960.289062 Penalty: 636.447937
	Iteration 22F: 3 clusters Score -37960.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Entering Unmasked Estep 
Score: -251691.687500 Penalty: 403.627960
	Iteration 0F: 2 clusters Score -251691.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -246905.484375 Penalty: 807.255920
	Iteration 0F: 3 clusters Score -246905.5 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -248752.562500 Penalty: 807.255920
	Iteration 1F: 3 clusters Score -248752.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -248953.968750 Penalty: 807.255920
	Iteration 2F: 3 clusters Score -248954 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -249156.203125 Penalty: 807.255920
	Iteration 3F: 3 clusters Score -249156.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -249401.421875 Penalty: 807.255920
	Iteration 4F: 3 clusters Score -249401.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -249668.046875 Penalty: 807.255920
	Iteration 5F: 3 clusters Score -249668 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -249944.125000 Penalty: 807.255920
	Iteration 6F: 3 clusters Score -249944.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -250206.281250 Penalty: 807.255920
	Iteration 7F: 3 clusters Score -250206.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -250396.171875 Penalty: 807.255920
	Iteration 8Q: 3 clusters Score -250396.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -250493.859375 Penalty: 807.255920
	Iteration 9Q: 3 clusters Score -250493.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -250540.031250 Penalty: 807.255920
	Iteration 10Q: 3 clusters Score -250540 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -250573.062500 Penalty: 807.255920
	Iteration 11Q: 3 clusters Score -250573.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -250595.781250 Penalty: 807.255920
	Iteration 12Q: 3 clusters Score -250595.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -250617.968750 Penalty: 807.255920
	Iteration 13Q: 3 clusters Score -250618 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -250638.078125 Penalty: 807.255920
	Iteration 14Q: 3 clusters Score -250638.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -250656.171875 Penalty: 807.255920
	Iteration 15Q: 3 clusters Score -250656.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -250674.718750 Penalty: 807.255920
	Iteration 16Q: 3 clusters Score -250674.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -250696.671875 Penalty: 807.255920
	Iteration 17Q: 3 clusters Score -250696.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -250719.484375 Penalty: 807.255920
	Iteration 18Q: 3 clusters Score -250719.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -250737.515625 Penalty: 807.255920
	Iteration 19Q: 3 clusters Score -250737.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -250750.359375 Penalty: 807.255920
	Iteration 20F: 3 clusters Score -250750.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -250760.265625 Penalty: 807.255920
	Iteration 21Q: 3 clusters Score -250760.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -250770.062500 Penalty: 807.255920
	Iteration 22Q: 3 clusters Score -250770.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -250779.250000 Penalty: 807.255920
	Iteration 23Q: 3 clusters Score -250779.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -250789.515625 Penalty: 807.255920
	Iteration 24Q: 3 clusters Score -250789.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -250802.718750 Penalty: 807.255920
	Iteration 25Q: 3 clusters Score -250802.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -250814.890625 Penalty: 807.255920
	Iteration 26Q: 3 clusters Score -250814.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -250828.703125 Penalty: 807.255920
	Iteration 27Q: 3 clusters Score -250828.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -250852.671875 Penalty: 807.255920
	Iteration 28Q: 3 clusters Score -250852.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -250887.671875 Penalty: 807.255920
	Iteration 29Q: 3 clusters Score -250887.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -250921.765625 Penalty: 807.255920
	Iteration 30Q: 3 clusters Score -250921.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -250954.437500 Penalty: 807.255920
	Iteration 31Q: 3 clusters Score -250954.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -250980.750000 Penalty: 807.255920
	Iteration 32Q: 3 clusters Score -250980.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -251013.921875 Penalty: 807.255920
	Iteration 33Q: 3 clusters Score -251013.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -251058.171875 Penalty: 807.255920
	Iteration 34Q: 3 clusters Score -251058.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -251110.890625 Penalty: 807.255920
	Iteration 35Q: 3 clusters Score -251110.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -251180.203125 Penalty: 807.255920
	Iteration 36Q: 3 clusters Score -251180.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -251269.078125 Penalty: 807.255920
	Iteration 37Q: 3 clusters Score -251269.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -251357.562500 Penalty: 807.255920
	Iteration 38Q: 3 clusters Score -251357.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -251436.171875 Penalty: 807.255920
	Iteration 39Q: 3 clusters Score -251436.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -251484.687500 Penalty: 807.255920
	Iteration 40F: 3 clusters Score -251484.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -251516.343750 Penalty: 807.255920
	Iteration 41Q: 3 clusters Score -251516.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -251532.281250 Penalty: 807.255920
	Iteration 42Q: 3 clusters Score -251532.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -251544.421875 Penalty: 807.255920
	Iteration 43Q: 3 clusters Score -251544.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -251549.531250 Penalty: 807.255920
	Iteration 44Q: 3 clusters Score -251549.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -251550.859375 Penalty: 807.255920
	Iteration 45Q: 3 clusters Score -251550.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -251550.875000 Penalty: 807.255920
	Iteration 46Q: 3 clusters Score -251550.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -251551.468750 Penalty: 807.255920
	Iteration 47Q: 3 clusters Score -251551.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -251551.531250 Penalty: 807.255920
	Iteration 48Q: 3 clusters Score -251551.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -251552.453125 Penalty: 807.255920
	Iteration 49Q: 3 clusters Score -251552.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -251552.453125 Penalty: 807.255920
	Iteration 50F: 3 clusters Score -251552.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Entering Unmasked Estep 
Score: -801568.625000 Penalty: 453.731781
	Iteration 0F: 2 clusters Score -801568.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -787291.875000 Penalty: 907.463562
	Iteration 0F: 3 clusters Score -787291.9 nChanged 10238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -793175.875000 Penalty: 907.463562
	Iteration 1F: 3 clusters Score -793175.9 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -793536.125000 Penalty: 907.463562
	Iteration 2Q: 3 clusters Score -793536.1 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -794052.500000 Penalty: 907.463562
	Iteration 3F: 3 clusters Score -794052.5 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -794709.625000 Penalty: 907.463562
	Iteration 4F: 3 clusters Score -794709.6 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -795598.625000 Penalty: 907.463562
	Iteration 5F: 3 clusters Score -795598.6 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -796659.062500 Penalty: 907.463562
	Iteration 6F: 3 clusters Score -796659.1 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -797791.750000 Penalty: 907.463562
	Iteration 7F: 3 clusters Score -797791.8 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -798876.875000 Penalty: 907.463562
	Iteration 8F: 3 clusters Score -798876.9 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -799693.875000 Penalty: 907.463562
	Iteration 9Q: 3 clusters Score -799693.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -800142.875000 Penalty: 907.463562
	Iteration 10Q: 3 clusters Score -800142.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -800444.687500 Penalty: 907.463562
	Iteration 11Q: 3 clusters Score -800444.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -800654.500000 Penalty: 907.463562
	Iteration 12Q: 3 clusters Score -800654.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -800778.062500 Penalty: 907.463562
	Iteration 13Q: 3 clusters Score -800778.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -800854.187500 Penalty: 907.463562
	Iteration 14Q: 3 clusters Score -800854.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -800923.125000 Penalty: 907.463562
	Iteration 15Q: 3 clusters Score -800923.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -800968.687500 Penalty: 907.463562
	Iteration 16Q: 3 clusters Score -800968.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -801008.812500 Penalty: 907.463562
	Iteration 17Q: 3 clusters Score -801008.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -801033.437500 Penalty: 907.463562
	Iteration 18Q: 3 clusters Score -801033.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -801060.750000 Penalty: 907.463562
	Iteration 19Q: 3 clusters Score -801060.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -801074.250000 Penalty: 907.463562
	Iteration 20F: 3 clusters Score -801074.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -801090.500000 Penalty: 907.463562
	Iteration 21Q: 3 clusters Score -801090.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -801101.500000 Penalty: 907.463562
	Iteration 22Q: 3 clusters Score -801101.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -801109.750000 Penalty: 907.463562
	Iteration 23Q: 3 clusters Score -801109.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -801115.375000 Penalty: 907.463562
	Iteration 24Q: 3 clusters Score -801115.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -801119.000000 Penalty: 907.463562
	Iteration 25Q: 3 clusters Score -801119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -801123.125000 Penalty: 907.463562
	Iteration 26Q: 3 clusters Score -801123.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -801133.125000 Penalty: 907.463562
	Iteration 27Q: 3 clusters Score -801133.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -801137.500000 Penalty: 907.463562
	Iteration 28Q: 3 clusters Score -801137.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -801139.062500 Penalty: 907.463562
	Iteration 29Q: 3 clusters Score -801139.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -801140.562500 Penalty: 907.463562
	Iteration 30Q: 3 clusters Score -801140.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -801143.000000 Penalty: 907.463562
	Iteration 31Q: 3 clusters Score -801143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -801142.437500 Penalty: 907.463562
	Iteration 32Q: 3 clusters Score -801142.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -801143.000000 Penalty: 907.463562
	Iteration 33Q: 3 clusters Score -801143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -801143.000000 Penalty: 907.463562
	Iteration 34F: 3 clusters Score -801143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -33075.429688 Penalty: 312.303040
	Iteration 0F: 2 clusters Score -33075.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -32269.521484 Penalty: 624.606079
	Iteration 0F: 3 clusters Score -32269.52 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -32539.201172 Penalty: 624.606079
	Iteration 1F: 3 clusters Score -32539.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -32618.939453 Penalty: 624.606079
	Iteration 2F: 3 clusters Score -32618.94 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -32712.857422 Penalty: 624.606079
	Iteration 3F: 3 clusters Score -32712.86 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -32779.621094 Penalty: 624.606079
	Iteration 4F: 3 clusters Score -32779.62 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -32828.363281 Penalty: 624.606079
	Iteration 5F: 3 clusters Score -32828.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -32846.265625 Penalty: 624.606079
	Iteration 6Q: 3 clusters Score -32846.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32853.902344 Penalty: 624.606079
	Iteration 7Q: 3 clusters Score -32853.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32860.773438 Penalty: 624.606079
	Iteration 8Q: 3 clusters Score -32860.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32866.769531 Penalty: 624.606079
	Iteration 9Q: 3 clusters Score -32866.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32876.000000 Penalty: 624.606079
	Iteration 10Q: 3 clusters Score -32876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -32879.812500 Penalty: 624.606079
	Iteration 11Q: 3 clusters Score -32879.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32881.976562 Penalty: 624.606079
	Iteration 12Q: 3 clusters Score -32881.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -32885.281250 Penalty: 624.606079
	Iteration 13Q: 3 clusters Score -32885.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -32886.761719 Penalty: 624.606079
	Iteration 14Q: 3 clusters Score -32886.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -32888.578125 Penalty: 624.606079
	Iteration 15Q: 3 clusters Score -32888.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -32889.328125 Penalty: 624.606079
	Iteration 16Q: 3 clusters Score -32889.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -32890.511719 Penalty: 624.606079
	Iteration 17Q: 3 clusters Score -32890.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -32891.652344 Penalty: 624.606079
	Iteration 18Q: 3 clusters Score -32891.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -32892.476562 Penalty: 624.606079
	Iteration 19Q: 3 clusters Score -32892.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -32892.640625 Penalty: 624.606079
	Iteration 20F: 3 clusters Score -32892.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Entering Unmasked Estep 
Score: -463169.875000 Penalty: 430.302612
	Iteration 0F: 2 clusters Score -463169.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -454595.343750 Penalty: 860.605225
	Iteration 0F: 3 clusters Score -454595.3 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -458132.875000 Penalty: 860.605225
	Iteration 1F: 3 clusters Score -458132.9 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -458556.750000 Penalty: 860.605225
	Iteration 2F: 3 clusters Score -458556.8 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -459046.843750 Penalty: 860.605225
	Iteration 3F: 3 clusters Score -459046.8 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -459620.468750 Penalty: 860.605225
	Iteration 4F: 3 clusters Score -459620.5 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -460258.937500 Penalty: 860.605225
	Iteration 5F: 3 clusters Score -460258.9 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -460850.531250 Penalty: 860.605225
	Iteration 6F: 3 clusters Score -460850.5 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -461158.406250 Penalty: 860.605225
	Iteration 7Q: 3 clusters Score -461158.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -461300.843750 Penalty: 860.605225
	Iteration 8Q: 3 clusters Score -461300.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -461385.718750 Penalty: 860.605225
	Iteration 9Q: 3 clusters Score -461385.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -461454.281250 Penalty: 860.605225
	Iteration 10Q: 3 clusters Score -461454.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -461523.718750 Penalty: 860.605225
	Iteration 11Q: 3 clusters Score -461523.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -461594.937500 Penalty: 860.605225
	Iteration 12Q: 3 clusters Score -461594.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -461669.531250 Penalty: 860.605225
	Iteration 13Q: 3 clusters Score -461669.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -461744.875000 Penalty: 860.605225
	Iteration 14Q: 3 clusters Score -461744.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -461836.031250 Penalty: 860.605225
	Iteration 15Q: 3 clusters Score -461836 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -461953.218750 Penalty: 860.605225
	Iteration 16Q: 3 clusters Score -461953.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -462070.406250 Penalty: 860.605225
	Iteration 17Q: 3 clusters Score -462070.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -462167.625000 Penalty: 860.605225
	Iteration 18Q: 3 clusters Score -462167.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -462265.312500 Penalty: 860.605225
	Iteration 19Q: 3 clusters Score -462265.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -462358.968750 Penalty: 860.605225
	Iteration 20F: 3 clusters Score -462359 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -462434.875000 Penalty: 860.605225
	Iteration 21Q: 3 clusters Score -462434.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -462489.812500 Penalty: 860.605225
	Iteration 22Q: 3 clusters Score -462489.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -462547.281250 Penalty: 860.605225
	Iteration 23Q: 3 clusters Score -462547.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -462596.312500 Penalty: 860.605225
	Iteration 24Q: 3 clusters Score -462596.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -462634.937500 Penalty: 860.605225
	Iteration 25Q: 3 clusters Score -462634.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -462673.531250 Penalty: 860.605225
	Iteration 26Q: 3 clusters Score -462673.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -462710.406250 Penalty: 860.605225
	Iteration 27Q: 3 clusters Score -462710.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -462740.093750 Penalty: 860.605225
	Iteration 28Q: 3 clusters Score -462740.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -462758.093750 Penalty: 860.605225
	Iteration 29Q: 3 clusters Score -462758.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -462773.812500 Penalty: 860.605225
	Iteration 30Q: 3 clusters Score -462773.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -462788.562500 Penalty: 860.605225
	Iteration 31Q: 3 clusters Score -462788.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -462804.468750 Penalty: 860.605225
	Iteration 32Q: 3 clusters Score -462804.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -462816.375000 Penalty: 860.605225
	Iteration 33Q: 3 clusters Score -462816.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -462825.781250 Penalty: 860.605225
	Iteration 34Q: 3 clusters Score -462825.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -462842.718750 Penalty: 860.605225
	Iteration 35Q: 3 clusters Score -462842.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -462858.343750 Penalty: 860.605225
	Iteration 36Q: 3 clusters Score -462858.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -462876.125000 Penalty: 860.605225
	Iteration 37Q: 3 clusters Score -462876.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -462887.062500 Penalty: 860.605225
	Iteration 38Q: 3 clusters Score -462887.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -462897.906250 Penalty: 860.605225
	Iteration 39Q: 3 clusters Score -462897.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -462904.000000 Penalty: 860.605225
	Iteration 40F: 3 clusters Score -462904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -462910.093750 Penalty: 860.605225
	Iteration 41Q: 3 clusters Score -462910.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -462915.968750 Penalty: 860.605225
	Iteration 42Q: 3 clusters Score -462916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -462920.500000 Penalty: 860.605225
	Iteration 43Q: 3 clusters Score -462920.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -462926.218750 Penalty: 860.605225
	Iteration 44Q: 3 clusters Score -462926.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -462930.718750 Penalty: 860.605225
	Iteration 45Q: 3 clusters Score -462930.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -462935.625000 Penalty: 860.605225
	Iteration 46Q: 3 clusters Score -462935.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -462937.937500 Penalty: 860.605225
	Iteration 47Q: 3 clusters Score -462937.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -462938.312500 Penalty: 860.605225
	Iteration 48Q: 3 clusters Score -462938.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -462938.468750 Penalty: 860.605225
	Iteration 49Q: 3 clusters Score -462938.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -462939.593750 Penalty: 860.605225
	Iteration 50Q: 3 clusters Score -462939.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -462940.062500 Penalty: 860.605225
	Iteration 51Q: 3 clusters Score -462940.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -462941.281250 Penalty: 860.605225
	Iteration 52Q: 3 clusters Score -462941.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -462942.125000 Penalty: 860.605225
	Iteration 53Q: 3 clusters Score -462942.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -462942.437500 Penalty: 860.605225
	Iteration 54Q: 3 clusters Score -462942.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -462943.125000 Penalty: 860.605225
	Iteration 55Q: 3 clusters Score -462943.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -462945.812500 Penalty: 860.605225
	Iteration 56Q: 3 clusters Score -462945.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -462947.718750 Penalty: 860.605225
	Iteration 57Q: 3 clusters Score -462947.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -462948.312500 Penalty: 860.605225
	Iteration 58Q: 3 clusters Score -462948.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -462950.906250 Penalty: 860.605225
	Iteration 59Q: 3 clusters Score -462950.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -462951.343750 Penalty: 860.605225
	Iteration 60F: 3 clusters Score -462951.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -462952.687500 Penalty: 860.605225
	Iteration 61Q: 3 clusters Score -462952.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -462953.031250 Penalty: 860.605225
	Iteration 62Q: 3 clusters Score -462953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -462953.656250 Penalty: 860.605225
	Iteration 63Q: 3 clusters Score -462953.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -462953.468750 Penalty: 860.605225
	Iteration 64Q: 3 clusters Score -462953.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -462955.062500 Penalty: 860.605225
	Iteration 65Q: 3 clusters Score -462955.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -462959.093750 Penalty: 860.605225
	Iteration 66Q: 3 clusters Score -462959.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -462962.000000 Penalty: 860.605225
	Iteration 67Q: 3 clusters Score -462962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -462966.375000 Penalty: 860.605225
	Iteration 68Q: 3 clusters Score -462966.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -462968.187500 Penalty: 860.605225
	Iteration 69Q: 3 clusters Score -462968.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -462969.687500 Penalty: 860.605225
	Iteration 70Q: 3 clusters Score -462969.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -462971.375000 Penalty: 860.605225
	Iteration 71Q: 3 clusters Score -462971.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -462972.312500 Penalty: 860.605225
	Iteration 72Q: 3 clusters Score -462972.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -462974.156250 Penalty: 860.605225
	Iteration 73Q: 3 clusters Score -462974.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -462974.656250 Penalty: 860.605225
	Iteration 74Q: 3 clusters Score -462974.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -462975.250000 Penalty: 860.605225
	Iteration 75Q: 3 clusters Score -462975.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -462976.375000 Penalty: 860.605225
	Iteration 76Q: 3 clusters Score -462976.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -462976.375000 Penalty: 860.605225
	Iteration 77Q: 3 clusters Score -462976.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -462976.437500 Penalty: 860.605225
	Iteration 78Q: 3 clusters Score -462976.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -462976.343750 Penalty: 860.605225
	Iteration 79Q: 3 clusters Score -462976.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -462977.093750 Penalty: 860.605225
	Iteration 80F: 3 clusters Score -462977.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Entering Unmasked Estep 
Score: -37489.226562 Penalty: 319.337280
	Iteration 0F: 2 clusters Score -37489.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -36618.617188 Penalty: 638.674561
	Iteration 0F: 3 clusters Score -36618.62 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -36843.992188 Penalty: 638.674561
	Iteration 1F: 3 clusters Score -36843.99 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -36900.242188 Penalty: 638.674561
	Iteration 2F: 3 clusters Score -36900.24 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -36957.457031 Penalty: 638.674561
	Iteration 3F: 3 clusters Score -36957.46 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -37000.652344 Penalty: 638.674561
	Iteration 4F: 3 clusters Score -37000.65 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -37029.230469 Penalty: 638.674561
	Iteration 5Q: 3 clusters Score -37029.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -37056.039062 Penalty: 638.674561
	Iteration 6Q: 3 clusters Score -37056.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -37073.546875 Penalty: 638.674561
	Iteration 7Q: 3 clusters Score -37073.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -37089.265625 Penalty: 638.674561
	Iteration 8Q: 3 clusters Score -37089.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -37114.222656 Penalty: 638.674561
	Iteration 9Q: 3 clusters Score -37114.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -37150.140625 Penalty: 638.674561
	Iteration 10Q: 3 clusters Score -37150.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -37172.789062 Penalty: 638.674561
	Iteration 11Q: 3 clusters Score -37172.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -37183.820312 Penalty: 638.674561
	Iteration 12Q: 3 clusters Score -37183.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -37189.984375 Penalty: 638.674561
	Iteration 13Q: 3 clusters Score -37189.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -37197.503906 Penalty: 638.674561
	Iteration 14Q: 3 clusters Score -37197.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -37204.933594 Penalty: 638.674561
	Iteration 15Q: 3 clusters Score -37204.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -37209.609375 Penalty: 638.674561
	Iteration 16Q: 3 clusters Score -37209.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -37215.414062 Penalty: 638.674561
	Iteration 17Q: 3 clusters Score -37215.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -37221.632812 Penalty: 638.674561
	Iteration 18Q: 3 clusters Score -37221.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -37229.453125 Penalty: 638.674561
	Iteration 19Q: 3 clusters Score -37229.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -37233.101562 Penalty: 638.674561
	Iteration 20F: 3 clusters Score -37233.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -37235.363281 Penalty: 638.674561
	Iteration 21Q: 3 clusters Score -37235.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -37235.363281 Penalty: 638.674561
	Iteration 22F: 3 clusters Score -37235.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Entering Unmasked Estep 
Score: -133784.031250 Penalty: 373.411987
	Iteration 0F: 2 clusters Score -133784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -131248.218750 Penalty: 746.823975
	Iteration 0F: 3 clusters Score -131248.2 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -132151.046875 Penalty: 746.823975
	Iteration 1F: 3 clusters Score -132151 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -132263.078125 Penalty: 746.823975
	Iteration 2F: 3 clusters Score -132263.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -132401.593750 Penalty: 746.823975
	Iteration 3F: 3 clusters Score -132401.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -132566.781250 Penalty: 746.823975
	Iteration 4F: 3 clusters Score -132566.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -132732.593750 Penalty: 746.823975
	Iteration 5F: 3 clusters Score -132732.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -132906.859375 Penalty: 746.823975
	Iteration 6F: 3 clusters Score -132906.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -133059.500000 Penalty: 746.823975
	Iteration 7F: 3 clusters Score -133059.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -133177.546875 Penalty: 746.823975
	Iteration 8Q: 3 clusters Score -133177.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -133286.093750 Penalty: 746.823975
	Iteration 9Q: 3 clusters Score -133286.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -133354.843750 Penalty: 746.823975
	Iteration 10Q: 3 clusters Score -133354.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -133393.765625 Penalty: 746.823975
	Iteration 11Q: 3 clusters Score -133393.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -133417.343750 Penalty: 746.823975
	Iteration 12Q: 3 clusters Score -133417.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -133431.156250 Penalty: 746.823975
	Iteration 13Q: 3 clusters Score -133431.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -133438.031250 Penalty: 746.823975
	Iteration 14Q: 3 clusters Score -133438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -133447.015625 Penalty: 746.823975
	Iteration 15Q: 3 clusters Score -133447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -133453.562500 Penalty: 746.823975
	Iteration 16Q: 3 clusters Score -133453.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -133455.062500 Penalty: 746.823975
	Iteration 17Q: 3 clusters Score -133455.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -133455.671875 Penalty: 746.823975
	Iteration 18Q: 3 clusters Score -133455.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -133457.250000 Penalty: 746.823975
	Iteration 19Q: 3 clusters Score -133457.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -133458.437500 Penalty: 746.823975
	Iteration 20F: 3 clusters Score -133458.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -133459.328125 Penalty: 746.823975
	Iteration 21Q: 3 clusters Score -133459.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -133460.734375 Penalty: 746.823975
	Iteration 22Q: 3 clusters Score -133460.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -133460.734375 Penalty: 746.823975
	Iteration 23F: 3 clusters Score -133460.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Entering Unmasked Estep 
Score: -478955.343750 Penalty: 431.315033
	Iteration 0F: 2 clusters Score -478955.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -470247.875000 Penalty: 862.630066
	Iteration 0F: 3 clusters Score -470247.9 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -474404.656250 Penalty: 862.630066
	Iteration 1F: 3 clusters Score -474404.7 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -475126.218750 Penalty: 862.630066
	Iteration 2F: 3 clusters Score -475126.2 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -475829.218750 Penalty: 862.630066
	Iteration 3F: 3 clusters Score -475829.2 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -476473.656250 Penalty: 862.630066
	Iteration 4F: 3 clusters Score -476473.7 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -476963.468750 Penalty: 862.630066
	Iteration 5F: 3 clusters Score -476963.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -477282.125000 Penalty: 862.630066
	Iteration 6Q: 3 clusters Score -477282.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -477480.718750 Penalty: 862.630066
	Iteration 7Q: 3 clusters Score -477480.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -477590.718750 Penalty: 862.630066
	Iteration 8Q: 3 clusters Score -477590.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -477681.750000 Penalty: 862.630066
	Iteration 9Q: 3 clusters Score -477681.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -477761.312500 Penalty: 862.630066
	Iteration 10Q: 3 clusters Score -477761.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -477831.125000 Penalty: 862.630066
	Iteration 11Q: 3 clusters Score -477831.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -477892.250000 Penalty: 862.630066
	Iteration 12Q: 3 clusters Score -477892.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -477952.937500 Penalty: 862.630066
	Iteration 13Q: 3 clusters Score -477952.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -478004.875000 Penalty: 862.630066
	Iteration 14Q: 3 clusters Score -478004.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -478044.687500 Penalty: 862.630066
	Iteration 15Q: 3 clusters Score -478044.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -478086.125000 Penalty: 862.630066
	Iteration 16Q: 3 clusters Score -478086.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -478126.781250 Penalty: 862.630066
	Iteration 17Q: 3 clusters Score -478126.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -478165.781250 Penalty: 862.630066
	Iteration 18Q: 3 clusters Score -478165.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -478203.687500 Penalty: 862.630066
	Iteration 19Q: 3 clusters Score -478203.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -478253.031250 Penalty: 862.630066
	Iteration 20F: 3 clusters Score -478253 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -478291.250000 Penalty: 862.630066
	Iteration 21Q: 3 clusters Score -478291.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -478323.781250 Penalty: 862.630066
	Iteration 22Q: 3 clusters Score -478323.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -478351.812500 Penalty: 862.630066
	Iteration 23Q: 3 clusters Score -478351.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -478385.937500 Penalty: 862.630066
	Iteration 24Q: 3 clusters Score -478385.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -478415.875000 Penalty: 862.630066
	Iteration 25Q: 3 clusters Score -478415.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -478441.031250 Penalty: 862.630066
	Iteration 26Q: 3 clusters Score -478441 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -478461.156250 Penalty: 862.630066
	Iteration 27Q: 3 clusters Score -478461.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -478474.156250 Penalty: 862.630066
	Iteration 28Q: 3 clusters Score -478474.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -478491.250000 Penalty: 862.630066
	Iteration 29Q: 3 clusters Score -478491.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -478506.937500 Penalty: 862.630066
	Iteration 30Q: 3 clusters Score -478506.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -478518.156250 Penalty: 862.630066
	Iteration 31Q: 3 clusters Score -478518.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -478523.343750 Penalty: 862.630066
	Iteration 32Q: 3 clusters Score -478523.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -478529.687500 Penalty: 862.630066
	Iteration 33Q: 3 clusters Score -478529.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -478535.937500 Penalty: 862.630066
	Iteration 34Q: 3 clusters Score -478535.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -478541.062500 Penalty: 862.630066
	Iteration 35Q: 3 clusters Score -478541.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -478547.843750 Penalty: 862.630066
	Iteration 36Q: 3 clusters Score -478547.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -478552.406250 Penalty: 862.630066
	Iteration 37Q: 3 clusters Score -478552.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -478560.125000 Penalty: 862.630066
	Iteration 38Q: 3 clusters Score -478560.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -478569.750000 Penalty: 862.630066
	Iteration 39Q: 3 clusters Score -478569.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -478575.031250 Penalty: 862.630066
	Iteration 40F: 3 clusters Score -478575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -478583.468750 Penalty: 862.630066
	Iteration 41Q: 3 clusters Score -478583.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -478590.750000 Penalty: 862.630066
	Iteration 42Q: 3 clusters Score -478590.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -478596.656250 Penalty: 862.630066
	Iteration 43Q: 3 clusters Score -478596.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -478600.843750 Penalty: 862.630066
	Iteration 44Q: 3 clusters Score -478600.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -478607.531250 Penalty: 862.630066
	Iteration 45Q: 3 clusters Score -478607.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -478613.031250 Penalty: 862.630066
	Iteration 46Q: 3 clusters Score -478613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -478617.343750 Penalty: 862.630066
	Iteration 47Q: 3 clusters Score -478617.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -478621.093750 Penalty: 862.630066
	Iteration 48Q: 3 clusters Score -478621.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -478624.562500 Penalty: 862.630066
	Iteration 49Q: 3 clusters Score -478624.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -478626.250000 Penalty: 862.630066
	Iteration 50Q: 3 clusters Score -478626.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -478628.000000 Penalty: 862.630066
	Iteration 51Q: 3 clusters Score -478628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -478629.000000 Penalty: 862.630066
	Iteration 52Q: 3 clusters Score -478629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -478629.625000 Penalty: 862.630066
	Iteration 53Q: 3 clusters Score -478629.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -478629.875000 Penalty: 862.630066
	Iteration 54Q: 3 clusters Score -478629.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -478630.625000 Penalty: 862.630066
	Iteration 55Q: 3 clusters Score -478630.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -478630.906250 Penalty: 862.630066
	Iteration 56Q: 3 clusters Score -478630.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -478630.906250 Penalty: 862.630066
	Iteration 57F: 3 clusters Score -478630.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Entering Unmasked Estep 
Score: -236736.578125 Penalty: 400.923401
	Iteration 0F: 2 clusters Score -236736.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -232173.000000 Penalty: 801.846802
	Iteration 0F: 3 clusters Score -232173 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -234152.140625 Penalty: 801.846802
	Iteration 1F: 3 clusters Score -234152.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -234494.484375 Penalty: 801.846802
	Iteration 2F: 3 clusters Score -234494.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -234830.390625 Penalty: 801.846802
	Iteration 3F: 3 clusters Score -234830.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -235153.234375 Penalty: 801.846802
	Iteration 4F: 3 clusters Score -235153.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -235449.250000 Penalty: 801.846802
	Iteration 5F: 3 clusters Score -235449.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -235695.781250 Penalty: 801.846802
	Iteration 6Q: 3 clusters Score -235695.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -235885.640625 Penalty: 801.846802
	Iteration 7Q: 3 clusters Score -235885.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -236029.984375 Penalty: 801.846802
	Iteration 8Q: 3 clusters Score -236030 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -236118.968750 Penalty: 801.846802
	Iteration 9Q: 3 clusters Score -236119 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -236180.421875 Penalty: 801.846802
	Iteration 10Q: 3 clusters Score -236180.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -236225.718750 Penalty: 801.846802
	Iteration 11Q: 3 clusters Score -236225.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -236267.812500 Penalty: 801.846802
	Iteration 12Q: 3 clusters Score -236267.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -236303.406250 Penalty: 801.846802
	Iteration 13Q: 3 clusters Score -236303.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -236329.218750 Penalty: 801.846802
	Iteration 14Q: 3 clusters Score -236329.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -236353.531250 Penalty: 801.846802
	Iteration 15Q: 3 clusters Score -236353.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -236384.500000 Penalty: 801.846802
	Iteration 16Q: 3 clusters Score -236384.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -236407.093750 Penalty: 801.846802
	Iteration 17Q: 3 clusters Score -236407.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -236418.703125 Penalty: 801.846802
	Iteration 18Q: 3 clusters Score -236418.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -236426.625000 Penalty: 801.846802
	Iteration 19Q: 3 clusters Score -236426.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -236430.765625 Penalty: 801.846802
	Iteration 20F: 3 clusters Score -236430.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -236432.265625 Penalty: 801.846802
	Iteration 21Q: 3 clusters Score -236432.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -236436.750000 Penalty: 801.846802
	Iteration 22Q: 3 clusters Score -236436.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -236443.000000 Penalty: 801.846802
	Iteration 23Q: 3 clusters Score -236443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -236446.421875 Penalty: 801.846802
	Iteration 24Q: 3 clusters Score -236446.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -236448.968750 Penalty: 801.846802
	Iteration 25Q: 3 clusters Score -236449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -236450.359375 Penalty: 801.846802
	Iteration 26Q: 3 clusters Score -236450.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -236450.562500 Penalty: 801.846802
	Iteration 27Q: 3 clusters Score -236450.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -236450.562500 Penalty: 801.846802
	Iteration 28F: 3 clusters Score -236450.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Entering Unmasked Estep 
Score: -118304.390625 Penalty: 369.459747
	Iteration 0F: 2 clusters Score -118304.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -115983.148438 Penalty: 738.919495
	Iteration 0F: 3 clusters Score -115983.1 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -116933.906250 Penalty: 738.919495
	Iteration 1F: 3 clusters Score -116933.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -117100.953125 Penalty: 738.919495
	Iteration 2F: 3 clusters Score -117101 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -117222.835938 Penalty: 738.919495
	Iteration 3F: 3 clusters Score -117222.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -117297.218750 Penalty: 738.919495
	Iteration 4F: 3 clusters Score -117297.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -117357.109375 Penalty: 738.919495
	Iteration 5Q: 3 clusters Score -117357.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -117399.742188 Penalty: 738.919495
	Iteration 6Q: 3 clusters Score -117399.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -117422.101562 Penalty: 738.919495
	Iteration 7Q: 3 clusters Score -117422.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -117436.171875 Penalty: 738.919495
	Iteration 8Q: 3 clusters Score -117436.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -117449.953125 Penalty: 738.919495
	Iteration 9Q: 3 clusters Score -117450 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -117464.617188 Penalty: 738.919495
	Iteration 10Q: 3 clusters Score -117464.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -117478.625000 Penalty: 738.919495
	Iteration 11Q: 3 clusters Score -117478.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -117490.203125 Penalty: 738.919495
	Iteration 12Q: 3 clusters Score -117490.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -117502.335938 Penalty: 738.919495
	Iteration 13Q: 3 clusters Score -117502.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -117518.242188 Penalty: 738.919495
	Iteration 14Q: 3 clusters Score -117518.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -117535.718750 Penalty: 738.919495
	Iteration 15Q: 3 clusters Score -117535.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -117556.132812 Penalty: 738.919495
	Iteration 16Q: 3 clusters Score -117556.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -117576.273438 Penalty: 738.919495
	Iteration 17Q: 3 clusters Score -117576.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -117597.835938 Penalty: 738.919495
	Iteration 18Q: 3 clusters Score -117597.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -117612.468750 Penalty: 738.919495
	Iteration 19Q: 3 clusters Score -117612.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -117625.554688 Penalty: 738.919495
	Iteration 20F: 3 clusters Score -117625.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -117640.054688 Penalty: 738.919495
	Iteration 21Q: 3 clusters Score -117640.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -117656.312500 Penalty: 738.919495
	Iteration 22Q: 3 clusters Score -117656.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -117673.750000 Penalty: 738.919495
	Iteration 23Q: 3 clusters Score -117673.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -117701.578125 Penalty: 738.919495
	Iteration 24Q: 3 clusters Score -117701.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -117731.421875 Penalty: 738.919495
	Iteration 25Q: 3 clusters Score -117731.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117754.679688 Penalty: 738.919495
	Iteration 26Q: 3 clusters Score -117754.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -117773.085938 Penalty: 738.919495
	Iteration 27Q: 3 clusters Score -117773.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -117787.062500 Penalty: 738.919495
	Iteration 28Q: 3 clusters Score -117787.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -117802.031250 Penalty: 738.919495
	Iteration 29Q: 3 clusters Score -117802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -117817.781250 Penalty: 738.919495
	Iteration 30Q: 3 clusters Score -117817.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -117835.812500 Penalty: 738.919495
	Iteration 31Q: 3 clusters Score -117835.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -117849.171875 Penalty: 738.919495
	Iteration 32Q: 3 clusters Score -117849.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -117860.218750 Penalty: 738.919495
	Iteration 33Q: 3 clusters Score -117860.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -117869.312500 Penalty: 738.919495
	Iteration 34Q: 3 clusters Score -117869.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -117881.742188 Penalty: 738.919495
	Iteration 35Q: 3 clusters Score -117881.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -117894.015625 Penalty: 738.919495
	Iteration 36Q: 3 clusters Score -117894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -117910.226562 Penalty: 738.919495
	Iteration 37Q: 3 clusters Score -117910.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -117922.953125 Penalty: 738.919495
	Iteration 38Q: 3 clusters Score -117923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -117933.968750 Penalty: 738.919495
	Iteration 39Q: 3 clusters Score -117934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -117954.187500 Penalty: 738.919495
	Iteration 40F: 3 clusters Score -117954.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -117974.273438 Penalty: 738.919495
	Iteration 41Q: 3 clusters Score -117974.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -117996.203125 Penalty: 738.919495
	Iteration 42Q: 3 clusters Score -117996.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -118010.523438 Penalty: 738.919495
	Iteration 43Q: 3 clusters Score -118010.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -118015.539062 Penalty: 738.919495
	Iteration 44Q: 3 clusters Score -118015.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -118022.773438 Penalty: 738.919495
	Iteration 45Q: 3 clusters Score -118022.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -118026.687500 Penalty: 738.919495
	Iteration 46Q: 3 clusters Score -118026.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -118027.179688 Penalty: 738.919495
	Iteration 47Q: 3 clusters Score -118027.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -118027.179688 Penalty: 738.919495
	Iteration 48F: 3 clusters Score -118027.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -47429.019531 Penalty: 339.137054
	Iteration 0F: 2 clusters Score -47429.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -46165.652344 Penalty: 678.274109
	Iteration 0F: 3 clusters Score -46165.65 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -46650.828125 Penalty: 678.274109
	Iteration 1F: 3 clusters Score -46650.83 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -46736.414062 Penalty: 678.274109
	Iteration 2F: 3 clusters Score -46736.41 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -46794.417969 Penalty: 678.274109
	Iteration 3F: 3 clusters Score -46794.42 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -46853.109375 Penalty: 678.274109
	Iteration 4F: 3 clusters Score -46853.11 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -46908.378906 Penalty: 678.274109
	Iteration 5Q: 3 clusters Score -46908.38 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -46945.703125 Penalty: 678.274109
	Iteration 6Q: 3 clusters Score -46945.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -46979.687500 Penalty: 678.274109
	Iteration 7Q: 3 clusters Score -46979.69 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -47020.625000 Penalty: 678.274109
	Iteration 8Q: 3 clusters Score -47020.62 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -47077.679688 Penalty: 678.274109
	Iteration 9Q: 3 clusters Score -47077.68 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -47116.957031 Penalty: 678.274109
	Iteration 10Q: 3 clusters Score -47116.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -47143.398438 Penalty: 678.274109
	Iteration 11Q: 3 clusters Score -47143.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -47171.515625 Penalty: 678.274109
	Iteration 12Q: 3 clusters Score -47171.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -47190.359375 Penalty: 678.274109
	Iteration 13Q: 3 clusters Score -47190.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -47204.140625 Penalty: 678.274109
	Iteration 14Q: 3 clusters Score -47204.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -47212.113281 Penalty: 678.274109
	Iteration 15Q: 3 clusters Score -47212.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -47216.628906 Penalty: 678.274109
	Iteration 16Q: 3 clusters Score -47216.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -47219.312500 Penalty: 678.274109
	Iteration 17Q: 3 clusters Score -47219.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -47220.433594 Penalty: 678.274109
	Iteration 18Q: 3 clusters Score -47220.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -47220.699219 Penalty: 678.274109
	Iteration 19Q: 3 clusters Score -47220.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -47220.843750 Penalty: 678.274109
	Iteration 20F: 3 clusters Score -47220.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -47221.226562 Penalty: 678.274109
	Iteration 21Q: 3 clusters Score -47221.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -47221.226562 Penalty: 678.274109
	Iteration 22F: 3 clusters Score -47221.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -60822.500000 Penalty: 337.527222
	Iteration 0F: 2 clusters Score -60822.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -59551.914062 Penalty: 675.054443
	Iteration 0F: 3 clusters Score -59551.91 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -60038.910156 Penalty: 675.054443
	Iteration 1F: 3 clusters Score -60038.91 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -60171.726562 Penalty: 675.054443
	Iteration 2F: 3 clusters Score -60171.73 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -60301.972656 Penalty: 675.054443
	Iteration 3F: 3 clusters Score -60301.97 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -60407.472656 Penalty: 675.054443
	Iteration 4F: 3 clusters Score -60407.47 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -60465.964844 Penalty: 675.054443
	Iteration 5Q: 3 clusters Score -60465.96 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -60500.757812 Penalty: 675.054443
	Iteration 6Q: 3 clusters Score -60500.76 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -60520.339844 Penalty: 675.054443
	Iteration 7Q: 3 clusters Score -60520.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -60536.242188 Penalty: 675.054443
	Iteration 8Q: 3 clusters Score -60536.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -60558.750000 Penalty: 675.054443
	Iteration 9Q: 3 clusters Score -60558.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -60574.011719 Penalty: 675.054443
	Iteration 10Q: 3 clusters Score -60574.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -60583.738281 Penalty: 675.054443
	Iteration 11Q: 3 clusters Score -60583.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -60589.902344 Penalty: 675.054443
	Iteration 12Q: 3 clusters Score -60589.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -60594.179688 Penalty: 675.054443
	Iteration 13Q: 3 clusters Score -60594.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -60598.339844 Penalty: 675.054443
	Iteration 14Q: 3 clusters Score -60598.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -60599.460938 Penalty: 675.054443
	Iteration 15Q: 3 clusters Score -60599.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -60599.832031 Penalty: 675.054443
	Iteration 16Q: 3 clusters Score -60599.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -60600.023438 Penalty: 675.054443
	Iteration 17Q: 3 clusters Score -60600.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -60600.023438 Penalty: 675.054443
	Iteration 18F: 3 clusters Score -60600.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -30770.431641 Penalty: 308.486450
	Iteration 0F: 2 clusters Score -30770.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -30042.464844 Penalty: 616.972900
	Iteration 0F: 3 clusters Score -30042.46 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -30341.685547 Penalty: 616.972900
	Iteration 1F: 3 clusters Score -30341.69 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -30456.757812 Penalty: 616.972900
	Iteration 2F: 3 clusters Score -30456.76 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -30513.919922 Penalty: 616.972900
	Iteration 3F: 3 clusters Score -30513.92 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -30567.150391 Penalty: 616.972900
	Iteration 4Q: 3 clusters Score -30567.15 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -30594.066406 Penalty: 616.972900
	Iteration 5Q: 3 clusters Score -30594.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -30607.218750 Penalty: 616.972900
	Iteration 6Q: 3 clusters Score -30607.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -30618.388672 Penalty: 616.972900
	Iteration 7Q: 3 clusters Score -30618.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -30625.162109 Penalty: 616.972900
	Iteration 8Q: 3 clusters Score -30625.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -30629.845703 Penalty: 616.972900
	Iteration 9Q: 3 clusters Score -30629.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -30632.400391 Penalty: 616.972900
	Iteration 10Q: 3 clusters Score -30632.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -30634.685547 Penalty: 616.972900
	Iteration 11Q: 3 clusters Score -30634.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -30637.986328 Penalty: 616.972900
	Iteration 12Q: 3 clusters Score -30637.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -30640.583984 Penalty: 616.972900
	Iteration 13Q: 3 clusters Score -30640.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -30644.570312 Penalty: 616.972900
	Iteration 14Q: 3 clusters Score -30644.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -30651.437500 Penalty: 616.972900
	Iteration 15Q: 3 clusters Score -30651.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -30662.521484 Penalty: 616.972900
	Iteration 16Q: 3 clusters Score -30662.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -30668.765625 Penalty: 616.972900
	Iteration 17Q: 3 clusters Score -30668.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -30674.402344 Penalty: 616.972900
	Iteration 18Q: 3 clusters Score -30674.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -30676.392578 Penalty: 616.972900
	Iteration 19Q: 3 clusters Score -30676.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -30676.886719 Penalty: 616.972900
	Iteration 20F: 3 clusters Score -30676.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -30678.271484 Penalty: 616.972900
	Iteration 21Q: 3 clusters Score -30678.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -30678.894531 Penalty: 616.972900
	Iteration 22Q: 3 clusters Score -30678.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -30679.214844 Penalty: 616.972900
	Iteration 23Q: 3 clusters Score -30679.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -30679.214844 Penalty: 616.972900
	Iteration 24F: 3 clusters Score -30679.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 12790 members 
Mstep: Class 3 contains 8789 members 
Mstep: Class 4 contains 2335 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 9408 members 
Mstep: Class 7 contains 10478 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 592893 members 
Mstep: Class 10 contains 6819 members 
Mstep: Class 11 contains 20535 members 
Mstep: Class 12 contains 3255 members 
Mstep: Class 13 contains 1087 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 8187 members 
Mstep: Class 16 contains 565525 members 
Mstep: Class 17 contains 11151 members 
Mstep: Class 18 contains 6414 members 
Mstep: Class 19 contains 3169 members 
Mstep: Class 20 contains 12317 members 
Mstep: Class 21 contains 7103 members 
Mstep: Class 22 contains 9988 members 
Mstep: Class 23 contains 1090 members 
Mstep: Class 24 contains 7122 members 
Mstep: Class 25 contains 21421 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 12800 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3666 members 
Mstep: Class 30 contains 13088 members 
Mstep: Class 31 contains 6711 members 
Mstep: Class 32 contains 3361 members 
Mstep: Class 33 contains 1726 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50380516.000000 Penalty: 23810.361328
Iteration 159Q: 38 clusters Score -5.038052e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 12801 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 2339 members 
Mstep: Class 5 contains 4252 members 
Mstep: Class 6 contains 9411 members 
Mstep: Class 7 contains 10478 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 592733 members 
Mstep: Class 10 contains 6816 members 
Mstep: Class 11 contains 20565 members 
Mstep: Class 12 contains 3418 members 
Mstep: Class 13 contains 1088 members 
Mstep: Class 14 contains 3520 members 
Mstep: Class 15 contains 8191 members 
Mstep: Class 16 contains 565840 members 
Mstep: Class 17 contains 11149 members 
Mstep: Class 18 contains 6617 members 
Mstep: Class 19 contains 3169 members 
Mstep: Class 20 contains 12343 members 
Mstep: Class 21 contains 7103 members 
Mstep: Class 22 contains 9988 members 
Mstep: Class 23 contains 1011 members 
Mstep: Class 24 contains 7126 members 
Mstep: Class 25 contains 21443 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 12804 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3627 members 
Mstep: Class 30 contains 13102 members 
Mstep: Class 31 contains 6709 members 
Mstep: Class 32 contains 3363 members 
Mstep: Class 33 contains 1744 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 880 members 
Mstep: Class 36 contains 8575 members 
Mstep: Class 37 contains 850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50380976.000000 Penalty: 23810.361328
Iteration 160F: 38 clusters Score -5.038098e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 12797 members 
Mstep: Class 3 contains 8797 members 
Mstep: Class 4 contains 2336 members 
Mstep: Class 5 contains 4252 members 
Mstep: Class 6 contains 9411 members 
Mstep: Class 7 contains 10483 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 592587 members 
Mstep: Class 10 contains 6814 members 
Mstep: Class 11 contains 20555 members 
Mstep: Class 12 contains 3517 members 
Mstep: Class 13 contains 1081 members 
Mstep: Class 14 contains 3490 members 
Mstep: Class 15 contains 8140 members 
Mstep: Class 16 contains 565646 members 
Mstep: Class 17 contains 11142 members 
Mstep: Class 18 contains 6739 members 
Mstep: Class 19 contains 3170 members 
Mstep: Class 20 contains 12326 members 
Mstep: Class 21 contains 7104 members 
Mstep: Class 22 contains 9991 members 
Mstep: Class 23 contains 963 members 
Mstep: Class 24 contains 7127 members 
Mstep: Class 25 contains 21452 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 12811 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3611 members 
Mstep: Class 30 contains 13107 members 
Mstep: Class 31 contains 6712 members 
Mstep: Class 32 contains 3364 members 
Mstep: Class 33 contains 1733 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 881 members 
Mstep: Class 36 contains 8842 members 
Mstep: Class 37 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381276.000000 Penalty: 23810.361328
Iteration 161Q: 38 clusters Score -5.038128e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 12796 members 
Mstep: Class 3 contains 8801 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 4252 members 
Mstep: Class 6 contains 9408 members 
Mstep: Class 7 contains 10490 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 592517 members 
Mstep: Class 10 contains 6820 members 
Mstep: Class 11 contains 20559 members 
Mstep: Class 12 contains 3595 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 3473 members 
Mstep: Class 15 contains 8111 members 
Mstep: Class 16 contains 565480 members 
Mstep: Class 17 contains 11136 members 
Mstep: Class 18 contains 6796 members 
Mstep: Class 19 contains 3172 members 
Mstep: Class 20 contains 12318 members 
Mstep: Class 21 contains 7100 members 
Mstep: Class 22 contains 9992 members 
Mstep: Class 23 contains 938 members 
Mstep: Class 24 contains 7134 members 
Mstep: Class 25 contains 21455 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 12807 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3602 members 
Mstep: Class 30 contains 13106 members 
Mstep: Class 31 contains 6713 members 
Mstep: Class 32 contains 3364 members 
Mstep: Class 33 contains 1734 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 881 members 
Mstep: Class 36 contains 9014 members 
Mstep: Class 37 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381536.000000 Penalty: 23810.361328
Iteration 162Q: 38 clusters Score -5.038154e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 12791 members 
Mstep: Class 3 contains 8810 members 
Mstep: Class 4 contains 2335 members 
Mstep: Class 5 contains 4252 members 
Mstep: Class 6 contains 9412 members 
Mstep: Class 7 contains 10497 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 592456 members 
Mstep: Class 10 contains 6825 members 
Mstep: Class 11 contains 20567 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 3465 members 
Mstep: Class 15 contains 8079 members 
Mstep: Class 16 contains 565320 members 
Mstep: Class 17 contains 11131 members 
Mstep: Class 18 contains 6829 members 
Mstep: Class 19 contains 3172 members 
Mstep: Class 20 contains 12320 members 
Mstep: Class 21 contains 7095 members 
Mstep: Class 22 contains 9992 members 
Mstep: Class 23 contains 917 members 
Mstep: Class 24 contains 7142 members 
Mstep: Class 25 contains 21463 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 12808 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3593 members 
Mstep: Class 30 contains 13113 members 
Mstep: Class 31 contains 6715 members 
Mstep: Class 32 contains 3364 members 
Mstep: Class 33 contains 1741 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 9140 members 
Mstep: Class 37 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381552.000000 Penalty: 23810.361328
Iteration 163Q: 38 clusters Score -5.038155e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 12793 members 
Mstep: Class 3 contains 8811 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 4252 members 
Mstep: Class 6 contains 9410 members 
Mstep: Class 7 contains 10502 members 
Mstep: Class 8 contains 417 members 
Mstep: Class 9 contains 592396 members 
Mstep: Class 10 contains 6826 members 
Mstep: Class 11 contains 20573 members 
Mstep: Class 12 contains 3720 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 3459 members 
Mstep: Class 15 contains 8045 members 
Mstep: Class 16 contains 565194 members 
Mstep: Class 17 contains 11130 members 
Mstep: Class 18 contains 6861 members 
Mstep: Class 19 contains 3171 members 
Mstep: Class 20 contains 12333 members 
Mstep: Class 21 contains 7093 members 
Mstep: Class 22 contains 9991 members 
Mstep: Class 23 contains 904 members 
Mstep: Class 24 contains 7154 members 
Mstep: Class 25 contains 21472 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 12807 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3605 members 
Mstep: Class 30 contains 13115 members 
Mstep: Class 31 contains 6708 members 
Mstep: Class 32 contains 3364 members 
Mstep: Class 33 contains 1748 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 9240 members 
Mstep: Class 37 contains 888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381596.000000 Penalty: 23810.361328
Iteration 164Q: 38 clusters Score -5.03816e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 12788 members 
Mstep: Class 3 contains 8814 members 
Mstep: Class 4 contains 2336 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 9407 members 
Mstep: Class 7 contains 10505 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 592351 members 
Mstep: Class 10 contains 6823 members 
Mstep: Class 11 contains 20581 members 
Mstep: Class 12 contains 3757 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 3450 members 
Mstep: Class 15 contains 8018 members 
Mstep: Class 16 contains 565100 members 
Mstep: Class 17 contains 11129 members 
Mstep: Class 18 contains 6872 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 12350 members 
Mstep: Class 21 contains 7090 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 7160 members 
Mstep: Class 25 contains 21471 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 12807 members 
Mstep: Class 28 contains 1118 members 
Mstep: Class 29 contains 3614 members 
Mstep: Class 30 contains 13111 members 
Mstep: Class 31 contains 6703 members 
Mstep: Class 32 contains 3364 members 
Mstep: Class 33 contains 1756 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 9333 members 
Mstep: Class 37 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381588.000000 Penalty: 23810.361328
Iteration 165Q: 38 clusters Score -5.038159e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 12786 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 4 contains 2344 members 
Mstep: Class 5 contains 4250 members 
Mstep: Class 6 contains 9408 members 
Mstep: Class 7 contains 10507 members 
Mstep: Class 8 contains 415 members 
Mstep: Class 9 contains 592303 members 
Mstep: Class 10 contains 6820 members 
Mstep: Class 11 contains 20587 members 
Mstep: Class 12 contains 3794 members 
Mstep: Class 13 contains 1069 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 8001 members 
Mstep: Class 16 contains 565035 members 
Mstep: Class 17 contains 11128 members 
Mstep: Class 18 contains 6878 members 
Mstep: Class 19 contains 3171 members 
Mstep: Class 20 contains 12362 members 
Mstep: Class 21 contains 7085 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 890 members 
Mstep: Class 24 contains 7165 members 
Mstep: Class 25 contains 21476 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 12813 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3625 members 
Mstep: Class 30 contains 13114 members 
Mstep: Class 31 contains 6698 members 
Mstep: Class 32 contains 3365 members 
Mstep: Class 33 contains 1765 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 9381 members 
Mstep: Class 37 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381576.000000 Penalty: 23810.361328
Iteration 166Q: 38 clusters Score -5.038158e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 12781 members 
Mstep: Class 3 contains 8814 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 4249 members 
Mstep: Class 6 contains 9409 members 
Mstep: Class 7 contains 10508 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 592289 members 
Mstep: Class 10 contains 6820 members 
Mstep: Class 11 contains 20596 members 
Mstep: Class 12 contains 3826 members 
Mstep: Class 13 contains 1068 members 
Mstep: Class 14 contains 3428 members 
Mstep: Class 15 contains 7986 members 
Mstep: Class 16 contains 564980 members 
Mstep: Class 17 contains 11125 members 
Mstep: Class 18 contains 6880 members 
Mstep: Class 19 contains 3171 members 
Mstep: Class 20 contains 12367 members 
Mstep: Class 21 contains 7080 members 
Mstep: Class 22 contains 9991 members 
Mstep: Class 23 contains 885 members 
Mstep: Class 24 contains 7166 members 
Mstep: Class 25 contains 21478 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 12816 members 
Mstep: Class 28 contains 1118 members 
Mstep: Class 29 contains 3634 members 
Mstep: Class 30 contains 13115 members 
Mstep: Class 31 contains 6698 members 
Mstep: Class 32 contains 3365 members 
Mstep: Class 33 contains 1767 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 9415 members 
Mstep: Class 37 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381532.000000 Penalty: 23810.361328
Iteration 167Q: 38 clusters Score -5.038153e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 12778 members 
Mstep: Class 3 contains 8816 members 
Mstep: Class 4 contains 2353 members 
Mstep: Class 5 contains 4248 members 
Mstep: Class 6 contains 9408 members 
Mstep: Class 7 contains 10507 members 
Mstep: Class 8 contains 421 members 
Mstep: Class 9 contains 592274 members 
Mstep: Class 10 contains 6822 members 
Mstep: Class 11 contains 20607 members 
Mstep: Class 12 contains 3852 members 
Mstep: Class 13 contains 1068 members 
Mstep: Class 14 contains 3419 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 564923 members 
Mstep: Class 17 contains 11126 members 
Mstep: Class 18 contains 6878 members 
Mstep: Class 19 contains 3171 members 
Mstep: Class 20 contains 12371 members 
Mstep: Class 21 contains 7072 members 
Mstep: Class 22 contains 9991 members 
Mstep: Class 23 contains 878 members 
Mstep: Class 24 contains 7170 members 
Mstep: Class 25 contains 21487 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 12814 members 
Mstep: Class 28 contains 1118 members 
Mstep: Class 29 contains 3639 members 
Mstep: Class 30 contains 13114 members 
Mstep: Class 31 contains 6693 members 
Mstep: Class 32 contains 3367 members 
Mstep: Class 33 contains 1776 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 881 members 
Mstep: Class 36 contains 9464 members 
Mstep: Class 37 contains 919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381536.000000 Penalty: 23810.361328
Iteration 168Q: 38 clusters Score -5.038154e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 12768 members 
Mstep: Class 3 contains 8819 members 
Mstep: Class 4 contains 2361 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 9409 members 
Mstep: Class 7 contains 10506 members 
Mstep: Class 8 contains 425 members 
Mstep: Class 9 contains 592250 members 
Mstep: Class 10 contains 6820 members 
Mstep: Class 11 contains 20617 members 
Mstep: Class 12 contains 3875 members 
Mstep: Class 13 contains 1068 members 
Mstep: Class 14 contains 3412 members 
Mstep: Class 15 contains 7947 members 
Mstep: Class 16 contains 564875 members 
Mstep: Class 17 contains 11125 members 
Mstep: Class 18 contains 6876 members 
Mstep: Class 19 contains 3171 members 
Mstep: Class 20 contains 12384 members 
Mstep: Class 21 contains 7067 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 7179 members 
Mstep: Class 25 contains 21497 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 12815 members 
Mstep: Class 28 contains 1118 members 
Mstep: Class 29 contains 3643 members 
Mstep: Class 30 contains 13109 members 
Mstep: Class 31 contains 6686 members 
Mstep: Class 32 contains 3364 members 
Mstep: Class 33 contains 1778 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 881 members 
Mstep: Class 36 contains 9506 members 
Mstep: Class 37 contains 924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381616.000000 Penalty: 23810.361328
Iteration 169Q: 38 clusters Score -5.038162e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 12763 members 
Mstep: Class 3 contains 8819 members 
Mstep: Class 4 contains 2364 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 9409 members 
Mstep: Class 7 contains 10509 members 
Mstep: Class 8 contains 426 members 
Mstep: Class 9 contains 592228 members 
Mstep: Class 10 contains 6817 members 
Mstep: Class 11 contains 20629 members 
Mstep: Class 12 contains 3893 members 
Mstep: Class 13 contains 1064 members 
Mstep: Class 14 contains 3409 members 
Mstep: Class 15 contains 7931 members 
Mstep: Class 16 contains 564828 members 
Mstep: Class 17 contains 11130 members 
Mstep: Class 18 contains 6876 members 
Mstep: Class 19 contains 3172 members 
Mstep: Class 20 contains 12393 members 
Mstep: Class 21 contains 7060 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 862 members 
Mstep: Class 24 contains 7187 members 
Mstep: Class 25 contains 21502 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 12810 members 
Mstep: Class 28 contains 1118 members 
Mstep: Class 29 contains 3651 members 
Mstep: Class 30 contains 13111 members 
Mstep: Class 31 contains 6686 members 
Mstep: Class 32 contains 3363 members 
Mstep: Class 33 contains 1781 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 881 members 
Mstep: Class 36 contains 9544 members 
Mstep: Class 37 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381644.000000 Penalty: 23810.361328
Iteration 170Q: 38 clusters Score -5.038164e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 12757 members 
Mstep: Class 3 contains 8819 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 4242 members 
Mstep: Class 6 contains 9403 members 
Mstep: Class 7 contains 10511 members 
Mstep: Class 8 contains 428 members 
Mstep: Class 9 contains 592206 members 
Mstep: Class 10 contains 6814 members 
Mstep: Class 11 contains 20641 members 
Mstep: Class 12 contains 3911 members 
Mstep: Class 13 contains 1062 members 
Mstep: Class 14 contains 3409 members 
Mstep: Class 15 contains 7905 members 
Mstep: Class 16 contains 564813 members 
Mstep: Class 17 contains 11133 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 3171 members 
Mstep: Class 20 contains 12398 members 
Mstep: Class 21 contains 7057 members 
Mstep: Class 22 contains 9991 members 
Mstep: Class 23 contains 852 members 
Mstep: Class 24 contains 7193 members 
Mstep: Class 25 contains 21503 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 12807 members 
Mstep: Class 28 contains 1118 members 
Mstep: Class 29 contains 3657 members 
Mstep: Class 30 contains 13109 members 
Mstep: Class 31 contains 6690 members 
Mstep: Class 32 contains 3364 members 
Mstep: Class 33 contains 1790 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 881 members 
Mstep: Class 36 contains 9571 members 
Mstep: Class 37 contains 928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381740.000000 Penalty: 23810.361328
Iteration 171Q: 38 clusters Score -5.038174e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 12756 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 4238 members 
Mstep: Class 6 contains 9400 members 
Mstep: Class 7 contains 10513 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 592197 members 
Mstep: Class 10 contains 6810 members 
Mstep: Class 11 contains 20652 members 
Mstep: Class 12 contains 3925 members 
Mstep: Class 13 contains 1059 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 7882 members 
Mstep: Class 16 contains 564775 members 
Mstep: Class 17 contains 11137 members 
Mstep: Class 18 contains 6881 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 12400 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 9991 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 7198 members 
Mstep: Class 25 contains 21502 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 12804 members 
Mstep: Class 28 contains 1118 members 
Mstep: Class 29 contains 3662 members 
Mstep: Class 30 contains 13107 members 
Mstep: Class 31 contains 6696 members 
Mstep: Class 32 contains 3364 members 
Mstep: Class 33 contains 1810 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 881 members 
Mstep: Class 36 contains 9606 members 
Mstep: Class 37 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381720.000000 Penalty: 23810.361328
Iteration 172Q: 38 clusters Score -5.038172e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 12757 members 
Mstep: Class 3 contains 8813 members 
Mstep: Class 4 contains 2374 members 
Mstep: Class 5 contains 4239 members 
Mstep: Class 6 contains 9395 members 
Mstep: Class 7 contains 10514 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 592189 members 
Mstep: Class 10 contains 6807 members 
Mstep: Class 11 contains 20658 members 
Mstep: Class 12 contains 3936 members 
Mstep: Class 13 contains 1058 members 
Mstep: Class 14 contains 3409 members 
Mstep: Class 15 contains 7865 members 
Mstep: Class 16 contains 564730 members 
Mstep: Class 17 contains 11144 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 3174 members 
Mstep: Class 20 contains 12405 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 9988 members 
Mstep: Class 23 contains 835 members 
Mstep: Class 24 contains 7200 members 
Mstep: Class 25 contains 21510 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 12800 members 
Mstep: Class 28 contains 1118 members 
Mstep: Class 29 contains 3666 members 
Mstep: Class 30 contains 13103 members 
Mstep: Class 31 contains 6700 members 
Mstep: Class 32 contains 3363 members 
Mstep: Class 33 contains 1824 members 
Mstep: Class 34 contains 1666 members 
Mstep: Class 35 contains 881 members 
Mstep: Class 36 contains 9645 members 
Mstep: Class 37 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381792.000000 Penalty: 23810.361328
Iteration 173Q: 38 clusters Score -5.038179e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 12757 members 
Mstep: Class 3 contains 8811 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 4241 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 10513 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 592177 members 
Mstep: Class 10 contains 6807 members 
Mstep: Class 11 contains 20671 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1056 members 
Mstep: Class 14 contains 3409 members 
Mstep: Class 15 contains 7849 members 
Mstep: Class 16 contains 564714 members 
Mstep: Class 17 contains 11144 members 
Mstep: Class 18 contains 6883 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 12410 members 
Mstep: Class 21 contains 7043 members 
Mstep: Class 22 contains 9988 members 
Mstep: Class 23 contains 827 members 
Mstep: Class 24 contains 7204 members 
Mstep: Class 25 contains 21511 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 12799 members 
Mstep: Class 28 contains 1118 members 
Mstep: Class 29 contains 3668 members 
Mstep: Class 30 contains 13106 members 
Mstep: Class 31 contains 6703 members 
Mstep: Class 32 contains 3364 members 
Mstep: Class 33 contains 1839 members 
Mstep: Class 34 contains 1667 members 
Mstep: Class 35 contains 880 members 
Mstep: Class 36 contains 9659 members 
Mstep: Class 37 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381748.000000 Penalty: 23810.361328
Iteration 174Q: 38 clusters Score -5.038175e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 12756 members 
Mstep: Class 3 contains 8810 members 
Mstep: Class 4 contains 2374 members 
Mstep: Class 5 contains 4241 members 
Mstep: Class 6 contains 9371 members 
Mstep: Class 7 contains 10511 members 
Mstep: Class 8 contains 434 members 
Mstep: Class 9 contains 592163 members 
Mstep: Class 10 contains 6809 members 
Mstep: Class 11 contains 20676 members 
Mstep: Class 12 contains 3972 members 
Mstep: Class 13 contains 1054 members 
Mstep: Class 14 contains 3405 members 
Mstep: Class 15 contains 7835 members 
Mstep: Class 16 contains 564700 members 
Mstep: Class 17 contains 11144 members 
Mstep: Class 18 contains 6883 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 12419 members 
Mstep: Class 21 contains 7039 members 
Mstep: Class 22 contains 9986 members 
Mstep: Class 23 contains 822 members 
Mstep: Class 24 contains 7208 members 
Mstep: Class 25 contains 21514 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 12802 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3671 members 
Mstep: Class 30 contains 13112 members 
Mstep: Class 31 contains 6705 members 
Mstep: Class 32 contains 3363 members 
Mstep: Class 33 contains 1848 members 
Mstep: Class 34 contains 1668 members 
Mstep: Class 35 contains 880 members 
Mstep: Class 36 contains 9671 members 
Mstep: Class 37 contains 932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381748.000000 Penalty: 23810.361328
Iteration 175Q: 38 clusters Score -5.038175e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 12756 members 
Mstep: Class 3 contains 8807 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 4239 members 
Mstep: Class 6 contains 9367 members 
Mstep: Class 7 contains 10511 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 592148 members 
Mstep: Class 10 contains 6810 members 
Mstep: Class 11 contains 20686 members 
Mstep: Class 12 contains 3988 members 
Mstep: Class 13 contains 1053 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 7825 members 
Mstep: Class 16 contains 564692 members 
Mstep: Class 17 contains 11147 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 12426 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 816 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 21514 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 12802 members 
Mstep: Class 28 contains 1116 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 13109 members 
Mstep: Class 31 contains 6709 members 
Mstep: Class 32 contains 3364 members 
Mstep: Class 33 contains 1857 members 
Mstep: Class 34 contains 1669 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 9675 members 
Mstep: Class 37 contains 932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381744.000000 Penalty: 23810.361328
Iteration 176Q: 38 clusters Score -5.038174e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 12756 members 
Mstep: Class 3 contains 8806 members 
Mstep: Class 4 contains 2380 members 
Mstep: Class 5 contains 4236 members 
Mstep: Class 6 contains 9362 members 
Mstep: Class 7 contains 10511 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 592146 members 
Mstep: Class 10 contains 6806 members 
Mstep: Class 11 contains 20695 members 
Mstep: Class 12 contains 4001 members 
Mstep: Class 13 contains 1053 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 7819 members 
Mstep: Class 16 contains 564673 members 
Mstep: Class 17 contains 11144 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 3178 members 
Mstep: Class 20 contains 12432 members 
Mstep: Class 21 contains 7031 members 
Mstep: Class 22 contains 9984 members 
Mstep: Class 23 contains 809 members 
Mstep: Class 24 contains 7213 members 
Mstep: Class 25 contains 21513 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12805 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3675 members 
Mstep: Class 30 contains 13109 members 
Mstep: Class 31 contains 6708 members 
Mstep: Class 32 contains 3364 members 
Mstep: Class 33 contains 1863 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 9687 members 
Mstep: Class 37 contains 932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381612.000000 Penalty: 23810.361328
Iteration 177Q: 38 clusters Score -5.038161e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 12756 members 
Mstep: Class 3 contains 8807 members 
Mstep: Class 4 contains 2382 members 
Mstep: Class 5 contains 4236 members 
Mstep: Class 6 contains 9352 members 
Mstep: Class 7 contains 10513 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 592135 members 
Mstep: Class 10 contains 6802 members 
Mstep: Class 11 contains 20709 members 
Mstep: Class 12 contains 4015 members 
Mstep: Class 13 contains 1054 members 
Mstep: Class 14 contains 3400 members 
Mstep: Class 15 contains 7813 members 
Mstep: Class 16 contains 564654 members 
Mstep: Class 17 contains 11142 members 
Mstep: Class 18 contains 6881 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 12435 members 
Mstep: Class 21 contains 7030 members 
Mstep: Class 22 contains 9986 members 
Mstep: Class 23 contains 804 members 
Mstep: Class 24 contains 7214 members 
Mstep: Class 25 contains 21508 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12808 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3680 members 
Mstep: Class 30 contains 13112 members 
Mstep: Class 31 contains 6708 members 
Mstep: Class 32 contains 3362 members 
Mstep: Class 33 contains 1873 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 9699 members 
Mstep: Class 37 contains 932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381692.000000 Penalty: 23810.361328
Iteration 178Q: 38 clusters Score -5.038169e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 12755 members 
Mstep: Class 3 contains 8812 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 4236 members 
Mstep: Class 6 contains 9343 members 
Mstep: Class 7 contains 10517 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 592129 members 
Mstep: Class 10 contains 6798 members 
Mstep: Class 11 contains 20717 members 
Mstep: Class 12 contains 4023 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 3395 members 
Mstep: Class 15 contains 7802 members 
Mstep: Class 16 contains 564644 members 
Mstep: Class 17 contains 11143 members 
Mstep: Class 18 contains 6881 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 12442 members 
Mstep: Class 21 contains 7022 members 
Mstep: Class 22 contains 9988 members 
Mstep: Class 23 contains 801 members 
Mstep: Class 24 contains 7215 members 
Mstep: Class 25 contains 21507 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12807 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3685 members 
Mstep: Class 30 contains 13109 members 
Mstep: Class 31 contains 6710 members 
Mstep: Class 32 contains 3361 members 
Mstep: Class 33 contains 1875 members 
Mstep: Class 34 contains 1670 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 9712 members 
Mstep: Class 37 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381656.000000 Penalty: 23810.361328
Iteration 179Q: 38 clusters Score -5.038166e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 12755 members 
Mstep: Class 3 contains 8814 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 4236 members 
Mstep: Class 6 contains 9334 members 
Mstep: Class 7 contains 10518 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 592131 members 
Mstep: Class 10 contains 6798 members 
Mstep: Class 11 contains 20721 members 
Mstep: Class 12 contains 4028 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 3392 members 
Mstep: Class 15 contains 7795 members 
Mstep: Class 16 contains 564639 members 
Mstep: Class 17 contains 11144 members 
Mstep: Class 18 contains 6881 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 12447 members 
Mstep: Class 21 contains 7018 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 800 members 
Mstep: Class 24 contains 7216 members 
Mstep: Class 25 contains 21506 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12808 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3686 members 
Mstep: Class 30 contains 13100 members 
Mstep: Class 31 contains 6710 members 
Mstep: Class 32 contains 3360 members 
Mstep: Class 33 contains 1881 members 
Mstep: Class 34 contains 1669 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 9721 members 
Mstep: Class 37 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381680.000000 Penalty: 23810.361328
Iteration 180F: 38 clusters Score -5.038168e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 12754 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 4 contains 2411 members 
Mstep: Class 5 contains 4235 members 
Mstep: Class 6 contains 9329 members 
Mstep: Class 7 contains 10516 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 592126 members 
Mstep: Class 10 contains 6799 members 
Mstep: Class 11 contains 20721 members 
Mstep: Class 12 contains 4030 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 3391 members 
Mstep: Class 15 contains 7795 members 
Mstep: Class 16 contains 564632 members 
Mstep: Class 17 contains 11146 members 
Mstep: Class 18 contains 6881 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 12455 members 
Mstep: Class 21 contains 7008 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7215 members 
Mstep: Class 25 contains 21509 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12808 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3690 members 
Mstep: Class 30 contains 13087 members 
Mstep: Class 31 contains 6711 members 
Mstep: Class 32 contains 3359 members 
Mstep: Class 33 contains 1886 members 
Mstep: Class 34 contains 1672 members 
Mstep: Class 35 contains 879 members 
Mstep: Class 36 contains 9730 members 
Mstep: Class 37 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381704.000000 Penalty: 23810.361328
Iteration 181Q: 38 clusters Score -5.03817e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 12755 members 
Mstep: Class 3 contains 8820 members 
Mstep: Class 4 contains 2422 members 
Mstep: Class 5 contains 4232 members 
Mstep: Class 6 contains 9325 members 
Mstep: Class 7 contains 10517 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 592117 members 
Mstep: Class 10 contains 6801 members 
Mstep: Class 11 contains 20723 members 
Mstep: Class 12 contains 4035 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 3388 members 
Mstep: Class 15 contains 7796 members 
Mstep: Class 16 contains 564626 members 
Mstep: Class 17 contains 11149 members 
Mstep: Class 18 contains 6881 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 12462 members 
Mstep: Class 21 contains 6998 members 
Mstep: Class 22 contains 9995 members 
Mstep: Class 23 contains 796 members 
Mstep: Class 24 contains 7215 members 
Mstep: Class 25 contains 21510 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12809 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3691 members 
Mstep: Class 30 contains 13083 members 
Mstep: Class 31 contains 6708 members 
Mstep: Class 32 contains 3359 members 
Mstep: Class 33 contains 1889 members 
Mstep: Class 34 contains 1675 members 
Mstep: Class 35 contains 880 members 
Mstep: Class 36 contains 9736 members 
Mstep: Class 37 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381672.000000 Penalty: 23810.361328
Iteration 182Q: 38 clusters Score -5.038167e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 12755 members 
Mstep: Class 3 contains 8822 members 
Mstep: Class 4 contains 2435 members 
Mstep: Class 5 contains 4228 members 
Mstep: Class 6 contains 9326 members 
Mstep: Class 7 contains 10514 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 592113 members 
Mstep: Class 10 contains 6802 members 
Mstep: Class 11 contains 20728 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 3385 members 
Mstep: Class 15 contains 7790 members 
Mstep: Class 16 contains 564626 members 
Mstep: Class 17 contains 11153 members 
Mstep: Class 18 contains 6881 members 
Mstep: Class 19 contains 3180 members 
Mstep: Class 20 contains 12467 members 
Mstep: Class 21 contains 6989 members 
Mstep: Class 22 contains 9995 members 
Mstep: Class 23 contains 794 members 
Mstep: Class 24 contains 7216 members 
Mstep: Class 25 contains 21512 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12813 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3690 members 
Mstep: Class 30 contains 13073 members 
Mstep: Class 31 contains 6706 members 
Mstep: Class 32 contains 3360 members 
Mstep: Class 33 contains 1895 members 
Mstep: Class 34 contains 1676 members 
Mstep: Class 35 contains 880 members 
Mstep: Class 36 contains 9740 members 
Mstep: Class 37 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381704.000000 Penalty: 23810.361328
Iteration 183Q: 38 clusters Score -5.03817e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 12754 members 
Mstep: Class 3 contains 8824 members 
Mstep: Class 4 contains 2445 members 
Mstep: Class 5 contains 4224 members 
Mstep: Class 6 contains 9326 members 
Mstep: Class 7 contains 10515 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 592100 members 
Mstep: Class 10 contains 6802 members 
Mstep: Class 11 contains 20732 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 3383 members 
Mstep: Class 15 contains 7787 members 
Mstep: Class 16 contains 564625 members 
Mstep: Class 17 contains 11159 members 
Mstep: Class 18 contains 6881 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 12472 members 
Mstep: Class 21 contains 6982 members 
Mstep: Class 22 contains 9995 members 
Mstep: Class 23 contains 794 members 
Mstep: Class 24 contains 7219 members 
Mstep: Class 25 contains 21508 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12815 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3693 members 
Mstep: Class 30 contains 13070 members 
Mstep: Class 31 contains 6707 members 
Mstep: Class 32 contains 3362 members 
Mstep: Class 33 contains 1902 members 
Mstep: Class 34 contains 1676 members 
Mstep: Class 35 contains 880 members 
Mstep: Class 36 contains 9744 members 
Mstep: Class 37 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381660.000000 Penalty: 23810.361328
Iteration 184Q: 38 clusters Score -5.038166e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 12755 members 
Mstep: Class 3 contains 8825 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 4221 members 
Mstep: Class 6 contains 9327 members 
Mstep: Class 7 contains 10517 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 592094 members 
Mstep: Class 10 contains 6803 members 
Mstep: Class 11 contains 20737 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 3383 members 
Mstep: Class 15 contains 7783 members 
Mstep: Class 16 contains 564618 members 
Mstep: Class 17 contains 11160 members 
Mstep: Class 18 contains 6880 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 12474 members 
Mstep: Class 21 contains 6972 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 794 members 
Mstep: Class 24 contains 7220 members 
Mstep: Class 25 contains 21509 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12820 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3694 members 
Mstep: Class 30 contains 13063 members 
Mstep: Class 31 contains 6706 members 
Mstep: Class 32 contains 3365 members 
Mstep: Class 33 contains 1907 members 
Mstep: Class 34 contains 1677 members 
Mstep: Class 35 contains 880 members 
Mstep: Class 36 contains 9749 members 
Mstep: Class 37 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381644.000000 Penalty: 23810.361328
Iteration 185Q: 38 clusters Score -5.038164e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 12755 members 
Mstep: Class 3 contains 8829 members 
Mstep: Class 4 contains 2461 members 
Mstep: Class 5 contains 4215 members 
Mstep: Class 6 contains 9328 members 
Mstep: Class 7 contains 10516 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 592092 members 
Mstep: Class 10 contains 6800 members 
Mstep: Class 11 contains 20745 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 1054 members 
Mstep: Class 14 contains 3383 members 
Mstep: Class 15 contains 7778 members 
Mstep: Class 16 contains 564605 members 
Mstep: Class 17 contains 11162 members 
Mstep: Class 18 contains 6880 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 12478 members 
Mstep: Class 21 contains 6964 members 
Mstep: Class 22 contains 9994 members 
Mstep: Class 23 contains 795 members 
Mstep: Class 24 contains 7223 members 
Mstep: Class 25 contains 21511 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12823 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3696 members 
Mstep: Class 30 contains 13057 members 
Mstep: Class 31 contains 6705 members 
Mstep: Class 32 contains 3371 members 
Mstep: Class 33 contains 1916 members 
Mstep: Class 34 contains 1679 members 
Mstep: Class 35 contains 880 members 
Mstep: Class 36 contains 9755 members 
Mstep: Class 37 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381612.000000 Penalty: 23810.361328
Iteration 186Q: 38 clusters Score -5.038161e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12756 members 
Mstep: Class 3 contains 8837 members 
Mstep: Class 4 contains 2464 members 
Mstep: Class 5 contains 4214 members 
Mstep: Class 6 contains 9325 members 
Mstep: Class 7 contains 10517 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 592086 members 
Mstep: Class 10 contains 6796 members 
Mstep: Class 11 contains 20756 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 1053 members 
Mstep: Class 14 contains 3382 members 
Mstep: Class 15 contains 7775 members 
Mstep: Class 16 contains 564588 members 
Mstep: Class 17 contains 11164 members 
Mstep: Class 18 contains 6880 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 12492 members 
Mstep: Class 21 contains 6958 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 795 members 
Mstep: Class 24 contains 7226 members 
Mstep: Class 25 contains 21513 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12824 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3699 members 
Mstep: Class 30 contains 13052 members 
Mstep: Class 31 contains 6707 members 
Mstep: Class 32 contains 3374 members 
Mstep: Class 33 contains 1926 members 
Mstep: Class 34 contains 1679 members 
Mstep: Class 35 contains 880 members 
Mstep: Class 36 contains 9755 members 
Mstep: Class 37 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381644.000000 Penalty: 23810.361328
Iteration 187Q: 38 clusters Score -5.038164e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 12756 members 
Mstep: Class 3 contains 8839 members 
Mstep: Class 4 contains 2472 members 
Mstep: Class 5 contains 4214 members 
Mstep: Class 6 contains 9324 members 
Mstep: Class 7 contains 10515 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 592086 members 
Mstep: Class 10 contains 6791 members 
Mstep: Class 11 contains 20763 members 
Mstep: Class 12 contains 4037 members 
Mstep: Class 13 contains 1052 members 
Mstep: Class 14 contains 3380 members 
Mstep: Class 15 contains 7772 members 
Mstep: Class 16 contains 564584 members 
Mstep: Class 17 contains 11167 members 
Mstep: Class 18 contains 6880 members 
Mstep: Class 19 contains 3180 members 
Mstep: Class 20 contains 12496 members 
Mstep: Class 21 contains 6953 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 795 members 
Mstep: Class 24 contains 7230 members 
Mstep: Class 25 contains 21516 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12824 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3702 members 
Mstep: Class 30 contains 13047 members 
Mstep: Class 31 contains 6706 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 1932 members 
Mstep: Class 34 contains 1679 members 
Mstep: Class 35 contains 880 members 
Mstep: Class 36 contains 9754 members 
Mstep: Class 37 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381624.000000 Penalty: 23810.361328
Iteration 188Q: 38 clusters Score -5.038162e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 12755 members 
Mstep: Class 3 contains 8843 members 
Mstep: Class 4 contains 2480 members 
Mstep: Class 5 contains 4212 members 
Mstep: Class 6 contains 9323 members 
Mstep: Class 7 contains 10516 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 592083 members 
Mstep: Class 10 contains 6788 members 
Mstep: Class 11 contains 20762 members 
Mstep: Class 12 contains 4037 members 
Mstep: Class 13 contains 1052 members 
Mstep: Class 14 contains 3379 members 
Mstep: Class 15 contains 7769 members 
Mstep: Class 16 contains 564582 members 
Mstep: Class 17 contains 11167 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 3180 members 
Mstep: Class 20 contains 12500 members 
Mstep: Class 21 contains 6946 members 
Mstep: Class 22 contains 9992 members 
Mstep: Class 23 contains 795 members 
Mstep: Class 24 contains 7231 members 
Mstep: Class 25 contains 21518 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12823 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3707 members 
Mstep: Class 30 contains 13048 members 
Mstep: Class 31 contains 6703 members 
Mstep: Class 32 contains 3375 members 
Mstep: Class 33 contains 1939 members 
Mstep: Class 34 contains 1679 members 
Mstep: Class 35 contains 880 members 
Mstep: Class 36 contains 9758 members 
Mstep: Class 37 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381596.000000 Penalty: 23810.361328
Iteration 189Q: 38 clusters Score -5.03816e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 12755 members 
Mstep: Class 3 contains 8846 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 9321 members 
Mstep: Class 7 contains 10519 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 592076 members 
Mstep: Class 10 contains 6789 members 
Mstep: Class 11 contains 20765 members 
Mstep: Class 12 contains 4037 members 
Mstep: Class 13 contains 1052 members 
Mstep: Class 14 contains 3378 members 
Mstep: Class 15 contains 7767 members 
Mstep: Class 16 contains 564582 members 
Mstep: Class 17 contains 11166 members 
Mstep: Class 18 contains 6879 members 
Mstep: Class 19 contains 3181 members 
Mstep: Class 20 contains 12504 members 
Mstep: Class 21 contains 6943 members 
Mstep: Class 22 contains 9992 members 
Mstep: Class 23 contains 795 members 
Mstep: Class 24 contains 7233 members 
Mstep: Class 25 contains 21518 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12824 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3712 members 
Mstep: Class 30 contains 13046 members 
Mstep: Class 31 contains 6697 members 
Mstep: Class 32 contains 3375 members 
Mstep: Class 33 contains 1948 members 
Mstep: Class 34 contains 1679 members 
Mstep: Class 35 contains 880 members 
Mstep: Class 36 contains 9757 members 
Mstep: Class 37 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381588.000000 Penalty: 23810.361328
Iteration 190Q: 38 clusters Score -5.038159e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 12755 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 2490 members 
Mstep: Class 5 contains 4210 members 
Mstep: Class 6 contains 9319 members 
Mstep: Class 7 contains 10521 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 592074 members 
Mstep: Class 10 contains 6785 members 
Mstep: Class 11 contains 20767 members 
Mstep: Class 12 contains 4037 members 
Mstep: Class 13 contains 1052 members 
Mstep: Class 14 contains 3378 members 
Mstep: Class 15 contains 7763 members 
Mstep: Class 16 contains 564585 members 
Mstep: Class 17 contains 11167 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 3181 members 
Mstep: Class 20 contains 12510 members 
Mstep: Class 21 contains 6939 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 794 members 
Mstep: Class 24 contains 7232 members 
Mstep: Class 25 contains 21515 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12825 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3714 members 
Mstep: Class 30 contains 13043 members 
Mstep: Class 31 contains 6694 members 
Mstep: Class 32 contains 3377 members 
Mstep: Class 33 contains 1954 members 
Mstep: Class 34 contains 1680 members 
Mstep: Class 35 contains 880 members 
Mstep: Class 36 contains 9759 members 
Mstep: Class 37 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381580.000000 Penalty: 23810.361328
Iteration 191Q: 38 clusters Score -5.038158e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 12755 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 4210 members 
Mstep: Class 6 contains 9316 members 
Mstep: Class 7 contains 10524 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 592068 members 
Mstep: Class 10 contains 6788 members 
Mstep: Class 11 contains 20763 members 
Mstep: Class 12 contains 4037 members 
Mstep: Class 13 contains 1052 members 
Mstep: Class 14 contains 3378 members 
Mstep: Class 15 contains 7762 members 
Mstep: Class 16 contains 564586 members 
Mstep: Class 17 contains 11163 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 3180 members 
Mstep: Class 20 contains 12516 members 
Mstep: Class 21 contains 6934 members 
Mstep: Class 22 contains 9993 members 
Mstep: Class 23 contains 795 members 
Mstep: Class 24 contains 7234 members 
Mstep: Class 25 contains 21516 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12827 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3716 members 
Mstep: Class 30 contains 13036 members 
Mstep: Class 31 contains 6696 members 
Mstep: Class 32 contains 3379 members 
Mstep: Class 33 contains 1960 members 
Mstep: Class 34 contains 1682 members 
Mstep: Class 35 contains 881 members 
Mstep: Class 36 contains 9759 members 
Mstep: Class 37 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381620.000000 Penalty: 23810.361328
Iteration 192Q: 38 clusters Score -5.038162e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 12755 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 2509 members 
Mstep: Class 5 contains 4210 members 
Mstep: Class 6 contains 9318 members 
Mstep: Class 7 contains 10522 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 592067 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 20760 members 
Mstep: Class 12 contains 4037 members 
Mstep: Class 13 contains 1052 members 
Mstep: Class 14 contains 3378 members 
Mstep: Class 15 contains 7759 members 
Mstep: Class 16 contains 564589 members 
Mstep: Class 17 contains 11162 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 3180 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 6930 members 
Mstep: Class 22 contains 9992 members 
Mstep: Class 23 contains 795 members 
Mstep: Class 24 contains 7236 members 
Mstep: Class 25 contains 21518 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12829 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3716 members 
Mstep: Class 30 contains 13033 members 
Mstep: Class 31 contains 6691 members 
Mstep: Class 32 contains 3377 members 
Mstep: Class 33 contains 1965 members 
Mstep: Class 34 contains 1683 members 
Mstep: Class 35 contains 881 members 
Mstep: Class 36 contains 9759 members 
Mstep: Class 37 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381616.000000 Penalty: 23810.361328
Iteration 193Q: 38 clusters Score -5.038162e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 12754 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 2515 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 9317 members 
Mstep: Class 7 contains 10524 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 592062 members 
Mstep: Class 10 contains 6784 members 
Mstep: Class 11 contains 20759 members 
Mstep: Class 12 contains 4037 members 
Mstep: Class 13 contains 1052 members 
Mstep: Class 14 contains 3377 members 
Mstep: Class 15 contains 7756 members 
Mstep: Class 16 contains 564588 members 
Mstep: Class 17 contains 11161 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 3181 members 
Mstep: Class 20 contains 12522 members 
Mstep: Class 21 contains 6927 members 
Mstep: Class 22 contains 9992 members 
Mstep: Class 23 contains 795 members 
Mstep: Class 24 contains 7239 members 
Mstep: Class 25 contains 21519 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12829 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3716 members 
Mstep: Class 30 contains 13033 members 
Mstep: Class 31 contains 6693 members 
Mstep: Class 32 contains 3377 members 
Mstep: Class 33 contains 1973 members 
Mstep: Class 34 contains 1684 members 
Mstep: Class 35 contains 881 members 
Mstep: Class 36 contains 9760 members 
Mstep: Class 37 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381644.000000 Penalty: 23810.361328
Iteration 194Q: 38 clusters Score -5.038164e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 12755 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 2518 members 
Mstep: Class 5 contains 4212 members 
Mstep: Class 6 contains 9317 members 
Mstep: Class 7 contains 10526 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 592061 members 
Mstep: Class 10 contains 6780 members 
Mstep: Class 11 contains 20758 members 
Mstep: Class 12 contains 4037 members 
Mstep: Class 13 contains 1052 members 
Mstep: Class 14 contains 3376 members 
Mstep: Class 15 contains 7755 members 
Mstep: Class 16 contains 564592 members 
Mstep: Class 17 contains 11164 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 3181 members 
Mstep: Class 20 contains 12519 members 
Mstep: Class 21 contains 6922 members 
Mstep: Class 22 contains 9992 members 
Mstep: Class 23 contains 795 members 
Mstep: Class 24 contains 7240 members 
Mstep: Class 25 contains 21519 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12829 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3718 members 
Mstep: Class 30 contains 13027 members 
Mstep: Class 31 contains 6691 members 
Mstep: Class 32 contains 3378 members 
Mstep: Class 33 contains 1984 members 
Mstep: Class 34 contains 1684 members 
Mstep: Class 35 contains 881 members 
Mstep: Class 36 contains 9762 members 
Mstep: Class 37 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381628.000000 Penalty: 23810.361328
Iteration 195Q: 38 clusters Score -5.038163e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 12756 members 
Mstep: Class 3 contains 8846 members 
Mstep: Class 4 contains 2519 members 
Mstep: Class 5 contains 4213 members 
Mstep: Class 6 contains 9318 members 
Mstep: Class 7 contains 10527 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 592058 members 
Mstep: Class 10 contains 6780 members 
Mstep: Class 11 contains 20758 members 
Mstep: Class 12 contains 4037 members 
Mstep: Class 13 contains 1052 members 
Mstep: Class 14 contains 3375 members 
Mstep: Class 15 contains 7755 members 
Mstep: Class 16 contains 564595 members 
Mstep: Class 17 contains 11165 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 3182 members 
Mstep: Class 20 contains 12516 members 
Mstep: Class 21 contains 6916 members 
Mstep: Class 22 contains 9990 members 
Mstep: Class 23 contains 795 members 
Mstep: Class 24 contains 7238 members 
Mstep: Class 25 contains 21520 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12829 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3720 members 
Mstep: Class 30 contains 13023 members 
Mstep: Class 31 contains 6690 members 
Mstep: Class 32 contains 3378 members 
Mstep: Class 33 contains 1993 members 
Mstep: Class 34 contains 1685 members 
Mstep: Class 35 contains 881 members 
Mstep: Class 36 contains 9765 members 
Mstep: Class 37 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381644.000000 Penalty: 23810.361328
Iteration 196Q: 38 clusters Score -5.038164e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 12756 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 2521 members 
Mstep: Class 5 contains 4213 members 
Mstep: Class 6 contains 9314 members 
Mstep: Class 7 contains 10528 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 592058 members 
Mstep: Class 10 contains 6780 members 
Mstep: Class 11 contains 20758 members 
Mstep: Class 12 contains 4037 members 
Mstep: Class 13 contains 1052 members 
Mstep: Class 14 contains 3375 members 
Mstep: Class 15 contains 7755 members 
Mstep: Class 16 contains 564597 members 
Mstep: Class 17 contains 11162 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 3182 members 
Mstep: Class 20 contains 12514 members 
Mstep: Class 21 contains 6914 members 
Mstep: Class 22 contains 9989 members 
Mstep: Class 23 contains 795 members 
Mstep: Class 24 contains 7239 members 
Mstep: Class 25 contains 21522 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12830 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3720 members 
Mstep: Class 30 contains 13019 members 
Mstep: Class 31 contains 6690 members 
Mstep: Class 32 contains 3377 members 
Mstep: Class 33 contains 2000 members 
Mstep: Class 34 contains 1686 members 
Mstep: Class 35 contains 881 members 
Mstep: Class 36 contains 9767 members 
Mstep: Class 37 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381672.000000 Penalty: 23810.361328
Iteration 197Q: 38 clusters Score -5.038167e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 12756 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 2525 members 
Mstep: Class 5 contains 4213 members 
Mstep: Class 6 contains 9313 members 
Mstep: Class 7 contains 10530 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 592055 members 
Mstep: Class 10 contains 6780 members 
Mstep: Class 11 contains 20760 members 
Mstep: Class 12 contains 4037 members 
Mstep: Class 13 contains 1052 members 
Mstep: Class 14 contains 3374 members 
Mstep: Class 15 contains 7755 members 
Mstep: Class 16 contains 564600 members 
Mstep: Class 17 contains 11163 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 3182 members 
Mstep: Class 20 contains 12515 members 
Mstep: Class 21 contains 6905 members 
Mstep: Class 22 contains 9987 members 
Mstep: Class 23 contains 795 members 
Mstep: Class 24 contains 7236 members 
Mstep: Class 25 contains 21523 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12830 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3720 members 
Mstep: Class 30 contains 13018 members 
Mstep: Class 31 contains 6691 members 
Mstep: Class 32 contains 3377 members 
Mstep: Class 33 contains 2007 members 
Mstep: Class 34 contains 1686 members 
Mstep: Class 35 contains 881 members 
Mstep: Class 36 contains 9765 members 
Mstep: Class 37 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50381652.000000 Penalty: 23810.361328
Iteration 198Q: 38 clusters Score -5.038165e+07 nChanged 49
Entering ConstructFrom: 
Score: -50381652.000000 Penalty: 23810.361328
Entering ConstructFrom: 
Trying to split cluster 1 (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: -55856.328125 Penalty: 339.921112
	Iteration 0F: 2 clusters Score -55856.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -54582.000000 Penalty: 679.842224
	Iteration 0F: 3 clusters Score -54582 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -55005.515625 Penalty: 679.842224
	Iteration 1F: 3 clusters Score -55005.52 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -55121.742188 Penalty: 679.842224
	Iteration 2F: 3 clusters Score -55121.74 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -55201.550781 Penalty: 679.842224
	Iteration 3F: 3 clusters Score -55201.55 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -55266.085938 Penalty: 679.842224
	Iteration 4Q: 3 clusters Score -55266.09 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -55341.492188 Penalty: 679.842224
	Iteration 5Q: 3 clusters Score -55341.49 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -55397.128906 Penalty: 679.842224
	Iteration 6Q: 3 clusters Score -55397.13 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -55454.210938 Penalty: 679.842224
	Iteration 7Q: 3 clusters Score -55454.21 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -55496.722656 Penalty: 679.842224
	Iteration 8Q: 3 clusters Score -55496.72 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -55538.265625 Penalty: 679.842224
	Iteration 9Q: 3 clusters Score -55538.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -55575.617188 Penalty: 679.842224
	Iteration 10Q: 3 clusters Score -55575.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -55612.136719 Penalty: 679.842224
	Iteration 11Q: 3 clusters Score -55612.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -55649.972656 Penalty: 679.842224
	Iteration 12Q: 3 clusters Score -55649.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -55681.605469 Penalty: 679.842224
	Iteration 13Q: 3 clusters Score -55681.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -55689.500000 Penalty: 679.842224
	Iteration 14Q: 3 clusters Score -55689.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -55693.613281 Penalty: 679.842224
	Iteration 15Q: 3 clusters Score -55693.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -55696.496094 Penalty: 679.842224
	Iteration 16Q: 3 clusters Score -55696.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -55698.660156 Penalty: 679.842224
	Iteration 17Q: 3 clusters Score -55698.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -55700.691406 Penalty: 679.842224
	Iteration 18Q: 3 clusters Score -55700.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -55701.175781 Penalty: 679.842224
	Iteration 19Q: 3 clusters Score -55701.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -55701.175781 Penalty: 679.842224
	Iteration 20F: 3 clusters Score -55701.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Entering Unmasked Estep 
Score: -473693.968750 Penalty: 430.145966
	Iteration 0F: 2 clusters Score -473694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -465172.875000 Penalty: 860.291931
	Iteration 0F: 3 clusters Score -465172.9 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -468795.625000 Penalty: 860.291931
	Iteration 1F: 3 clusters Score -468795.6 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -469170.906250 Penalty: 860.291931
	Iteration 2F: 3 clusters Score -469170.9 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -469698.468750 Penalty: 860.291931
	Iteration 3F: 3 clusters Score -469698.5 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -470386.906250 Penalty: 860.291931
	Iteration 4F: 3 clusters Score -470386.9 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -471196.187500 Penalty: 860.291931
	Iteration 5F: 3 clusters Score -471196.2 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -472040.968750 Penalty: 860.291931
	Iteration 6F: 3 clusters Score -472041 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -472631.718750 Penalty: 860.291931
	Iteration 7Q: 3 clusters Score -472631.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -472969.812500 Penalty: 860.291931
	Iteration 8Q: 3 clusters Score -472969.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -473172.968750 Penalty: 860.291931
	Iteration 9Q: 3 clusters Score -473173 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -473300.281250 Penalty: 860.291931
	Iteration 10Q: 3 clusters Score -473300.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -473367.093750 Penalty: 860.291931
	Iteration 11Q: 3 clusters Score -473367.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -473406.250000 Penalty: 860.291931
	Iteration 12Q: 3 clusters Score -473406.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -473426.343750 Penalty: 860.291931
	Iteration 13Q: 3 clusters Score -473426.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -473436.750000 Penalty: 860.291931
	Iteration 14Q: 3 clusters Score -473436.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -473443.093750 Penalty: 860.291931
	Iteration 15Q: 3 clusters Score -473443.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -473444.781250 Penalty: 860.291931
	Iteration 16Q: 3 clusters Score -473444.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -473447.187500 Penalty: 860.291931
	Iteration 17Q: 3 clusters Score -473447.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -473448.125000 Penalty: 860.291931
	Iteration 18Q: 3 clusters Score -473448.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -473450.125000 Penalty: 860.291931
	Iteration 19Q: 3 clusters Score -473450.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -473452.156250 Penalty: 860.291931
	Iteration 20F: 3 clusters Score -473452.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -473453.437500 Penalty: 860.291931
	Iteration 21Q: 3 clusters Score -473453.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -473455.187500 Penalty: 860.291931
	Iteration 22Q: 3 clusters Score -473455.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -473456.625000 Penalty: 860.291931
	Iteration 23Q: 3 clusters Score -473456.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -473458.625000 Penalty: 860.291931
	Iteration 24Q: 3 clusters Score -473458.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -473459.843750 Penalty: 860.291931
	Iteration 25Q: 3 clusters Score -473459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -473459.812500 Penalty: 860.291931
	Iteration 26Q: 3 clusters Score -473459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -473459.968750 Penalty: 860.291931
	Iteration 27Q: 3 clusters Score -473460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -473461.718750 Penalty: 860.291931
	Iteration 28Q: 3 clusters Score -473461.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -473462.531250 Penalty: 860.291931
	Iteration 29Q: 3 clusters Score -473462.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -473463.375000 Penalty: 860.291931
	Iteration 30Q: 3 clusters Score -473463.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -473463.375000 Penalty: 860.291931
	Iteration 31F: 3 clusters Score -473463.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Entering Unmasked Estep 
Score: -321864.906250 Penalty: 413.496429
	Iteration 0F: 2 clusters Score -321864.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -316018.875000 Penalty: 826.992859
	Iteration 0F: 3 clusters Score -316018.9 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -318496.906250 Penalty: 826.992859
	Iteration 1F: 3 clusters Score -318496.9 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -318875.187500 Penalty: 826.992859
	Iteration 2F: 3 clusters Score -318875.2 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -319389.625000 Penalty: 826.992859
	Iteration 3F: 3 clusters Score -319389.6 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -319996.093750 Penalty: 826.992859
	Iteration 4F: 3 clusters Score -319996.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -320542.312500 Penalty: 826.992859
	Iteration 5F: 3 clusters Score -320542.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -320940.125000 Penalty: 826.992859
	Iteration 6F: 3 clusters Score -320940.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -321173.000000 Penalty: 826.992859
	Iteration 7Q: 3 clusters Score -321173 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -321304.406250 Penalty: 826.992859
	Iteration 8Q: 3 clusters Score -321304.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -321442.468750 Penalty: 826.992859
	Iteration 9Q: 3 clusters Score -321442.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -321616.625000 Penalty: 826.992859
	Iteration 10Q: 3 clusters Score -321616.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -321708.468750 Penalty: 826.992859
	Iteration 11Q: 3 clusters Score -321708.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -321754.093750 Penalty: 826.992859
	Iteration 12Q: 3 clusters Score -321754.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -321793.125000 Penalty: 826.992859
	Iteration 13Q: 3 clusters Score -321793.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -321818.812500 Penalty: 826.992859
	Iteration 14Q: 3 clusters Score -321818.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -321832.000000 Penalty: 826.992859
	Iteration 15Q: 3 clusters Score -321832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -321842.031250 Penalty: 826.992859
	Iteration 16Q: 3 clusters Score -321842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -321844.187500 Penalty: 826.992859
	Iteration 17Q: 3 clusters Score -321844.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -321846.250000 Penalty: 826.992859
	Iteration 18Q: 3 clusters Score -321846.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -321846.781250 Penalty: 826.992859
	Iteration 19Q: 3 clusters Score -321846.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -321848.531250 Penalty: 826.992859
	Iteration 20F: 3 clusters Score -321848.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -321850.187500 Penalty: 826.992859
	Iteration 21Q: 3 clusters Score -321850.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -321849.250000 Penalty: 826.992859
	Iteration 22Q: 3 clusters Score -321849.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -321850.125000 Penalty: 826.992859
	Iteration 23Q: 3 clusters Score -321850.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -321850.687500 Penalty: 826.992859
	Iteration 24Q: 3 clusters Score -321850.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -321850.687500 Penalty: 826.992859
	Iteration 25F: 3 clusters Score -321850.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Entering Unmasked Estep 
Score: -89215.687500 Penalty: 356.482880
	Iteration 0F: 2 clusters Score -89215.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -87442.757812 Penalty: 712.965759
	Iteration 0F: 3 clusters Score -87442.76 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -88046.031250 Penalty: 712.965759
	Iteration 1F: 3 clusters Score -88046.03 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -88119.304688 Penalty: 712.965759
	Iteration 2F: 3 clusters Score -88119.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -88202.593750 Penalty: 712.965759
	Iteration 3F: 3 clusters Score -88202.59 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -88291.953125 Penalty: 712.965759
	Iteration 4F: 3 clusters Score -88291.95 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -88371.179688 Penalty: 712.965759
	Iteration 5F: 3 clusters Score -88371.18 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -88464.031250 Penalty: 712.965759
	Iteration 6F: 3 clusters Score -88464.03 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -88557.812500 Penalty: 712.965759
	Iteration 7Q: 3 clusters Score -88557.81 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -88656.015625 Penalty: 712.965759
	Iteration 8Q: 3 clusters Score -88656.02 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -88744.781250 Penalty: 712.965759
	Iteration 9Q: 3 clusters Score -88744.78 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -88803.671875 Penalty: 712.965759
	Iteration 10Q: 3 clusters Score -88803.67 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -88841.671875 Penalty: 712.965759
	Iteration 11Q: 3 clusters Score -88841.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -88865.968750 Penalty: 712.965759
	Iteration 12Q: 3 clusters Score -88865.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -88886.015625 Penalty: 712.965759
	Iteration 13Q: 3 clusters Score -88886.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88898.625000 Penalty: 712.965759
	Iteration 14Q: 3 clusters Score -88898.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -88903.773438 Penalty: 712.965759
	Iteration 15Q: 3 clusters Score -88903.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -88905.601562 Penalty: 712.965759
	Iteration 16Q: 3 clusters Score -88905.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88908.414062 Penalty: 712.965759
	Iteration 17Q: 3 clusters Score -88908.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -88910.335938 Penalty: 712.965759
	Iteration 18Q: 3 clusters Score -88910.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88911.460938 Penalty: 712.965759
	Iteration 19Q: 3 clusters Score -88911.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -88912.468750 Penalty: 712.965759
	Iteration 20F: 3 clusters Score -88912.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -88913.023438 Penalty: 712.965759
	Iteration 21Q: 3 clusters Score -88913.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -88914.195312 Penalty: 712.965759
	Iteration 22Q: 3 clusters Score -88914.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -88915.367188 Penalty: 712.965759
	Iteration 23Q: 3 clusters Score -88915.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -88916.367188 Penalty: 712.965759
	Iteration 24Q: 3 clusters Score -88916.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -88916.429688 Penalty: 712.965759
	Iteration 25Q: 3 clusters Score -88916.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -88916.476562 Penalty: 712.965759
	Iteration 26Q: 3 clusters Score -88916.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -88916.656250 Penalty: 712.965759
	Iteration 27Q: 3 clusters Score -88916.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -88916.671875 Penalty: 712.965759
	Iteration 28Q: 3 clusters Score -88916.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -88916.671875 Penalty: 712.965759
	Iteration 29F: 3 clusters Score -88916.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Entering Unmasked Estep 
Score: -149093.500000 Penalty: 379.739807
	Iteration 0F: 2 clusters Score -149093.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -146221.875000 Penalty: 759.479614
	Iteration 0F: 3 clusters Score -146221.9 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -147363.109375 Penalty: 759.479614
	Iteration 1F: 3 clusters Score -147363.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -147514.812500 Penalty: 759.479614
	Iteration 2F: 3 clusters Score -147514.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -147638.671875 Penalty: 759.479614
	Iteration 3F: 3 clusters Score -147638.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -147737.203125 Penalty: 759.479614
	Iteration 4F: 3 clusters Score -147737.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -147810.406250 Penalty: 759.479614
	Iteration 5Q: 3 clusters Score -147810.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -147871.046875 Penalty: 759.479614
	Iteration 6Q: 3 clusters Score -147871 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -147931.562500 Penalty: 759.479614
	Iteration 7Q: 3 clusters Score -147931.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -147998.218750 Penalty: 759.479614
	Iteration 8Q: 3 clusters Score -147998.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -148067.734375 Penalty: 759.479614
	Iteration 9Q: 3 clusters Score -148067.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -148119.281250 Penalty: 759.479614
	Iteration 10Q: 3 clusters Score -148119.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -148156.718750 Penalty: 759.479614
	Iteration 11Q: 3 clusters Score -148156.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -148182.796875 Penalty: 759.479614
	Iteration 12Q: 3 clusters Score -148182.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -148204.656250 Penalty: 759.479614
	Iteration 13Q: 3 clusters Score -148204.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -148226.000000 Penalty: 759.479614
	Iteration 14Q: 3 clusters Score -148226 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -148251.546875 Penalty: 759.479614
	Iteration 15Q: 3 clusters Score -148251.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -148280.046875 Penalty: 759.479614
	Iteration 16Q: 3 clusters Score -148280 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -148308.203125 Penalty: 759.479614
	Iteration 17Q: 3 clusters Score -148308.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -148336.453125 Penalty: 759.479614
	Iteration 18Q: 3 clusters Score -148336.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -148361.718750 Penalty: 759.479614
	Iteration 19Q: 3 clusters Score -148361.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -148378.906250 Penalty: 759.479614
	Iteration 20F: 3 clusters Score -148378.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -148388.796875 Penalty: 759.479614
	Iteration 21Q: 3 clusters Score -148388.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -148401.406250 Penalty: 759.479614
	Iteration 22Q: 3 clusters Score -148401.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -148416.609375 Penalty: 759.479614
	Iteration 23Q: 3 clusters Score -148416.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -148429.859375 Penalty: 759.479614
	Iteration 24Q: 3 clusters Score -148429.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -148445.875000 Penalty: 759.479614
	Iteration 25Q: 3 clusters Score -148445.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -148459.312500 Penalty: 759.479614
	Iteration 26Q: 3 clusters Score -148459.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -148475.093750 Penalty: 759.479614
	Iteration 27Q: 3 clusters Score -148475.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -148494.609375 Penalty: 759.479614
	Iteration 28Q: 3 clusters Score -148494.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -148510.218750 Penalty: 759.479614
	Iteration 29Q: 3 clusters Score -148510.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -148527.812500 Penalty: 759.479614
	Iteration 30Q: 3 clusters Score -148527.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -148549.312500 Penalty: 759.479614
	Iteration 31Q: 3 clusters Score -148549.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -148578.796875 Penalty: 759.479614
	Iteration 32Q: 3 clusters Score -148578.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -148605.187500 Penalty: 759.479614
	Iteration 33Q: 3 clusters Score -148605.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -148629.937500 Penalty: 759.479614
	Iteration 34Q: 3 clusters Score -148629.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -148660.640625 Penalty: 759.479614
	Iteration 35Q: 3 clusters Score -148660.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -148692.406250 Penalty: 759.479614
	Iteration 36Q: 3 clusters Score -148692.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -148715.406250 Penalty: 759.479614
	Iteration 37Q: 3 clusters Score -148715.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -148730.671875 Penalty: 759.479614
	Iteration 38Q: 3 clusters Score -148730.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -148741.781250 Penalty: 759.479614
	Iteration 39Q: 3 clusters Score -148741.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -148750.812500 Penalty: 759.479614
	Iteration 40F: 3 clusters Score -148750.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -148755.109375 Penalty: 759.479614
	Iteration 41Q: 3 clusters Score -148755.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -148758.859375 Penalty: 759.479614
	Iteration 42Q: 3 clusters Score -148758.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -148763.953125 Penalty: 759.479614
	Iteration 43Q: 3 clusters Score -148764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -148770.656250 Penalty: 759.479614
	Iteration 44Q: 3 clusters Score -148770.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -148775.750000 Penalty: 759.479614
	Iteration 45Q: 3 clusters Score -148775.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -148777.312500 Penalty: 759.479614
	Iteration 46Q: 3 clusters Score -148777.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -148777.703125 Penalty: 759.479614
	Iteration 47Q: 3 clusters Score -148777.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -148777.859375 Penalty: 759.479614
	Iteration 48Q: 3 clusters Score -148777.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -148778.437500 Penalty: 759.479614
	Iteration 49Q: 3 clusters Score -148778.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -148778.546875 Penalty: 759.479614
	Iteration 50Q: 3 clusters Score -148778.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -148778.546875 Penalty: 759.479614
	Iteration 51F: 3 clusters Score -148778.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Entering Unmasked Estep 
Score: -330572.312500 Penalty: 415.812531
	Iteration 0F: 2 clusters Score -330572.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -324314.062500 Penalty: 831.625061
	Iteration 0F: 3 clusters Score -324314.1 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -326811.156250 Penalty: 831.625061
	Iteration 1F: 3 clusters Score -326811.2 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -327120.500000 Penalty: 831.625061
	Iteration 2F: 3 clusters Score -327120.5 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -327527.625000 Penalty: 831.625061
	Iteration 3F: 3 clusters Score -327527.6 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -328071.125000 Penalty: 831.625061
	Iteration 4F: 3 clusters Score -328071.1 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -328702.281250 Penalty: 831.625061
	Iteration 5F: 3 clusters Score -328702.3 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -329271.531250 Penalty: 831.625061
	Iteration 6F: 3 clusters Score -329271.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -329705.656250 Penalty: 831.625061
	Iteration 7Q: 3 clusters Score -329705.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -329977.406250 Penalty: 831.625061
	Iteration 8Q: 3 clusters Score -329977.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -330102.750000 Penalty: 831.625061
	Iteration 9Q: 3 clusters Score -330102.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -330149.468750 Penalty: 831.625061
	Iteration 10Q: 3 clusters Score -330149.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -330183.406250 Penalty: 831.625061
	Iteration 11Q: 3 clusters Score -330183.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -330200.062500 Penalty: 831.625061
	Iteration 12Q: 3 clusters Score -330200.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -330210.437500 Penalty: 831.625061
	Iteration 13Q: 3 clusters Score -330210.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -330218.937500 Penalty: 831.625061
	Iteration 14Q: 3 clusters Score -330218.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -330222.062500 Penalty: 831.625061
	Iteration 15Q: 3 clusters Score -330222.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -330227.125000 Penalty: 831.625061
	Iteration 16Q: 3 clusters Score -330227.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -330229.375000 Penalty: 831.625061
	Iteration 17Q: 3 clusters Score -330229.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -330230.687500 Penalty: 831.625061
	Iteration 18Q: 3 clusters Score -330230.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -330230.687500 Penalty: 831.625061
	Iteration 19F: 3 clusters Score -330230.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Entering Unmasked Estep 
Score: -400579.437500 Penalty: 421.424561
	Iteration 0F: 2 clusters Score -400579.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -393551.250000 Penalty: 842.849121
	Iteration 0F: 3 clusters Score -393551.2 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -396283.875000 Penalty: 842.849121
	Iteration 1F: 3 clusters Score -396283.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -396416.437500 Penalty: 842.849121
	Iteration 2Q: 3 clusters Score -396416.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -396557.156250 Penalty: 842.849121
	Iteration 3Q: 3 clusters Score -396557.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -396696.218750 Penalty: 842.849121
	Iteration 4Q: 3 clusters Score -396696.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -396846.593750 Penalty: 842.849121
	Iteration 5Q: 3 clusters Score -396846.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -397010.312500 Penalty: 842.849121
	Iteration 6Q: 3 clusters Score -397010.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -397237.843750 Penalty: 842.849121
	Iteration 7Q: 3 clusters Score -397237.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -397540.937500 Penalty: 842.849121
	Iteration 8Q: 3 clusters Score -397540.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -397945.093750 Penalty: 842.849121
	Iteration 9F: 3 clusters Score -397945.1 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -398439.375000 Penalty: 842.849121
	Iteration 10F: 3 clusters Score -398439.4 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -398949.468750 Penalty: 842.849121
	Iteration 11F: 3 clusters Score -398949.5 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -399366.812500 Penalty: 842.849121
	Iteration 12Q: 3 clusters Score -399366.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -399694.500000 Penalty: 842.849121
	Iteration 13Q: 3 clusters Score -399694.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -399922.843750 Penalty: 842.849121
	Iteration 14Q: 3 clusters Score -399922.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -400089.812500 Penalty: 842.849121
	Iteration 15Q: 3 clusters Score -400089.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -400205.687500 Penalty: 842.849121
	Iteration 16Q: 3 clusters Score -400205.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -400273.500000 Penalty: 842.849121
	Iteration 17Q: 3 clusters Score -400273.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -400313.968750 Penalty: 842.849121
	Iteration 18Q: 3 clusters Score -400314 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -400342.750000 Penalty: 842.849121
	Iteration 19Q: 3 clusters Score -400342.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -400356.968750 Penalty: 842.849121
	Iteration 20F: 3 clusters Score -400357 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -400366.437500 Penalty: 842.849121
	Iteration 21Q: 3 clusters Score -400366.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -400369.156250 Penalty: 842.849121
	Iteration 22Q: 3 clusters Score -400369.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -400371.593750 Penalty: 842.849121
	Iteration 23Q: 3 clusters Score -400371.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -400373.031250 Penalty: 842.849121
	Iteration 24Q: 3 clusters Score -400373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -400372.906250 Penalty: 842.849121
	Iteration 25Q: 3 clusters Score -400372.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -400373.250000 Penalty: 842.849121
	Iteration 26Q: 3 clusters Score -400373.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -400373.250000 Penalty: 842.849121
	Iteration 27F: 3 clusters Score -400373.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -12052.043945 Penalty: 277.051544
	Iteration 0F: 2 clusters Score -12052.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -11610.648438 Penalty: 554.103088
	Iteration 0F: 3 clusters Score -11610.65 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11792.243164 Penalty: 554.103088
	Iteration 1F: 3 clusters Score -11792.24 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11844.107422 Penalty: 554.103088
	Iteration 2F: 3 clusters Score -11844.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11867.115234 Penalty: 554.103088
	Iteration 3Q: 3 clusters Score -11867.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11877.358398 Penalty: 554.103088
	Iteration 4Q: 3 clusters Score -11877.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11885.707031 Penalty: 554.103088
	Iteration 5Q: 3 clusters Score -11885.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11888.547852 Penalty: 554.103088
	Iteration 6Q: 3 clusters Score -11888.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11895.666016 Penalty: 554.103088
	Iteration 7Q: 3 clusters Score -11895.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11897.067383 Penalty: 554.103088
	Iteration 8Q: 3 clusters Score -11897.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11897.612305 Penalty: 554.103088
	Iteration 9Q: 3 clusters Score -11897.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11897.612305 Penalty: 554.103088
	Iteration 10F: 3 clusters Score -11897.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (592054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592054 members 
Entering Unmasked Estep 
Score: -22420548.000000 Penalty: 604.756592
	Iteration 0F: 2 clusters Score -2.242055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296242 members 
Mstep: Class 2 contains 295812 members 
Entering Unmasked Estep 
Score: -22020868.000000 Penalty: 1209.513184
	Iteration 0F: 3 clusters Score -2.202087e+07 nChanged 292826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314544 members 
Mstep: Class 2 contains 277510 members 
Entering Unmasked Estep 
Score: -22200314.000000 Penalty: 1209.513184
	Iteration 1F: 3 clusters Score -2.220031e+07 nChanged 18859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325641 members 
Mstep: Class 2 contains 266413 members 
Entering Unmasked Estep 
Score: -22205440.000000 Penalty: 1209.513184
	Iteration 2Q: 3 clusters Score -2.220544e+07 nChanged 23542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343211 members 
Mstep: Class 2 contains 248843 members 
Entering Unmasked Estep 
Score: -22214532.000000 Penalty: 1209.513184
	Iteration 3Q: 3 clusters Score -2.221453e+07 nChanged 30566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369741 members 
Mstep: Class 2 contains 222313 members 
Entering Unmasked Estep 
Score: -22231408.000000 Penalty: 1209.513184
	Iteration 4F: 3 clusters Score -2.223141e+07 nChanged 39820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406833 members 
Mstep: Class 2 contains 185221 members 
Entering Unmasked Estep 
Score: -22260574.000000 Penalty: 1209.513184
	Iteration 5F: 3 clusters Score -2.226057e+07 nChanged 46141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450698 members 
Mstep: Class 2 contains 141356 members 
Entering Unmasked Estep 
Score: -22298774.000000 Penalty: 1209.513184
	Iteration 6F: 3 clusters Score -2.229877e+07 nChanged 43120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491608 members 
Mstep: Class 2 contains 100446 members 
Entering Unmasked Estep 
Score: -22335632.000000 Penalty: 1209.513184
	Iteration 7F: 3 clusters Score -2.233563e+07 nChanged 31738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521126 members 
Mstep: Class 2 contains 70928 members 
Entering Unmasked Estep 
Score: -22362394.000000 Penalty: 1209.513184
	Iteration 8F: 3 clusters Score -2.236239e+07 nChanged 21210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540782 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
Score: -22379766.000000 Penalty: 1209.513184
	Iteration 9Q: 3 clusters Score -2.237977e+07 nChanged 14413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554467 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -22390812.000000 Penalty: 1209.513184
	Iteration 10Q: 3 clusters Score -2.239081e+07 nChanged 10457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564680 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -22399026.000000 Penalty: 1209.513184
	Iteration 11Q: 3 clusters Score -2.239903e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572307 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -22405342.000000 Penalty: 1209.513184
	Iteration 12Q: 3 clusters Score -2.240534e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577823 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -22409832.000000 Penalty: 1209.513184
	Iteration 13Q: 3 clusters Score -2.240983e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581772 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -22412966.000000 Penalty: 1209.513184
	Iteration 14Q: 3 clusters Score -2.241297e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584506 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -22414956.000000 Penalty: 1209.513184
	Iteration 15Q: 3 clusters Score -2.241496e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586430 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -22416442.000000 Penalty: 1209.513184
	Iteration 16Q: 3 clusters Score -2.241644e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587814 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -22417556.000000 Penalty: 1209.513184
	Iteration 17Q: 3 clusters Score -2.241756e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588739 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -22418162.000000 Penalty: 1209.513184
	Iteration 18Q: 3 clusters Score -2.241816e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589390 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -22418616.000000 Penalty: 1209.513184
	Iteration 19Q: 3 clusters Score -2.241862e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589880 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -22418938.000000 Penalty: 1209.513184
	Iteration 20F: 3 clusters Score -2.241894e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590237 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -22419214.000000 Penalty: 1209.513184
	Iteration 21Q: 3 clusters Score -2.241921e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590489 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -22419352.000000 Penalty: 1209.513184
	Iteration 22Q: 3 clusters Score -2.241935e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590705 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -22419476.000000 Penalty: 1209.513184
	Iteration 23Q: 3 clusters Score -2.241948e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590878 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -22419616.000000 Penalty: 1209.513184
	Iteration 24Q: 3 clusters Score -2.241962e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591019 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -22419702.000000 Penalty: 1209.513184
	Iteration 25Q: 3 clusters Score -2.24197e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591138 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -22419814.000000 Penalty: 1209.513184
	Iteration 26Q: 3 clusters Score -2.241981e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591245 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -22419830.000000 Penalty: 1209.513184
	Iteration 27Q: 3 clusters Score -2.241983e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591320 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -22419860.000000 Penalty: 1209.513184
	Iteration 28Q: 3 clusters Score -2.241986e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591381 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -22419910.000000 Penalty: 1209.513184
	Iteration 29Q: 3 clusters Score -2.241991e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591434 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -22419966.000000 Penalty: 1209.513184
	Iteration 30Q: 3 clusters Score -2.241997e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591483 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -22420046.000000 Penalty: 1209.513184
	Iteration 31Q: 3 clusters Score -2.242005e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591516 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -22420030.000000 Penalty: 1209.513184
	Iteration 32Q: 3 clusters Score -2.242003e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591538 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -22420034.000000 Penalty: 1209.513184
	Iteration 33Q: 3 clusters Score -2.242003e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591560 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -22420046.000000 Penalty: 1209.513184
	Iteration 34Q: 3 clusters Score -2.242005e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591582 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -22420034.000000 Penalty: 1209.513184
	Iteration 35Q: 3 clusters Score -2.242003e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591591 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -22420044.000000 Penalty: 1209.513184
	Iteration 36Q: 3 clusters Score -2.242004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591600 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -22420036.000000 Penalty: 1209.513184
	Iteration 37Q: 3 clusters Score -2.242004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591610 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -22420046.000000 Penalty: 1209.513184
	Iteration 38Q: 3 clusters Score -2.242005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591618 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -22420046.000000 Penalty: 1209.513184
	Iteration 39Q: 3 clusters Score -2.242005e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591630 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -22420044.000000 Penalty: 1209.513184
	Iteration 40F: 3 clusters Score -2.242004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591636 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -22420050.000000 Penalty: 1209.513184
	Iteration 41Q: 3 clusters Score -2.242005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591642 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -22420064.000000 Penalty: 1209.513184
	Iteration 42Q: 3 clusters Score -2.242006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591644 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -22420056.000000 Penalty: 1209.513184
	Iteration 43Q: 3 clusters Score -2.242006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591648 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -22420064.000000 Penalty: 1209.513184
	Iteration 44Q: 3 clusters Score -2.242006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591651 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -22420062.000000 Penalty: 1209.513184
	Iteration 45Q: 3 clusters Score -2.242006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591651 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -22420062.000000 Penalty: 1209.513184
	Iteration 46F: 3 clusters Score -2.242006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -243634.750000 Penalty: 401.395569
	Iteration 0F: 2 clusters Score -243634.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -239090.437500 Penalty: 802.791138
	Iteration 0F: 3 clusters Score -239090.4 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -240967.281250 Penalty: 802.791138
	Iteration 1F: 3 clusters Score -240967.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -241269.593750 Penalty: 802.791138
	Iteration 2F: 3 clusters Score -241269.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -241582.765625 Penalty: 802.791138
	Iteration 3F: 3 clusters Score -241582.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -241850.765625 Penalty: 802.791138
	Iteration 4F: 3 clusters Score -241850.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -242041.031250 Penalty: 802.791138
	Iteration 5F: 3 clusters Score -242041 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -242180.187500 Penalty: 802.791138
	Iteration 6Q: 3 clusters Score -242180.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -242306.640625 Penalty: 802.791138
	Iteration 7Q: 3 clusters Score -242306.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -242434.093750 Penalty: 802.791138
	Iteration 8Q: 3 clusters Score -242434.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -242572.187500 Penalty: 802.791138
	Iteration 9Q: 3 clusters Score -242572.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -242691.812500 Penalty: 802.791138
	Iteration 10Q: 3 clusters Score -242691.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -242779.406250 Penalty: 802.791138
	Iteration 11Q: 3 clusters Score -242779.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -242854.781250 Penalty: 802.791138
	Iteration 12Q: 3 clusters Score -242854.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -242907.953125 Penalty: 802.791138
	Iteration 13Q: 3 clusters Score -242908 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -242948.578125 Penalty: 802.791138
	Iteration 14Q: 3 clusters Score -242948.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -242992.500000 Penalty: 802.791138
	Iteration 15Q: 3 clusters Score -242992.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -243032.718750 Penalty: 802.791138
	Iteration 16Q: 3 clusters Score -243032.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -243060.203125 Penalty: 802.791138
	Iteration 17Q: 3 clusters Score -243060.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -243085.578125 Penalty: 802.791138
	Iteration 18Q: 3 clusters Score -243085.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -243117.593750 Penalty: 802.791138
	Iteration 19Q: 3 clusters Score -243117.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -243148.406250 Penalty: 802.791138
	Iteration 20F: 3 clusters Score -243148.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -243185.093750 Penalty: 802.791138
	Iteration 21Q: 3 clusters Score -243185.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -243216.765625 Penalty: 802.791138
	Iteration 22Q: 3 clusters Score -243216.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -243245.906250 Penalty: 802.791138
	Iteration 23Q: 3 clusters Score -243245.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -243258.312500 Penalty: 802.791138
	Iteration 24Q: 3 clusters Score -243258.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -243268.906250 Penalty: 802.791138
	Iteration 25Q: 3 clusters Score -243268.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -243276.265625 Penalty: 802.791138
	Iteration 26Q: 3 clusters Score -243276.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -243283.406250 Penalty: 802.791138
	Iteration 27Q: 3 clusters Score -243283.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -243291.546875 Penalty: 802.791138
	Iteration 28Q: 3 clusters Score -243291.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -243294.984375 Penalty: 802.791138
	Iteration 29Q: 3 clusters Score -243295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -243297.781250 Penalty: 802.791138
	Iteration 30Q: 3 clusters Score -243297.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -243301.656250 Penalty: 802.791138
	Iteration 31Q: 3 clusters Score -243301.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -243305.390625 Penalty: 802.791138
	Iteration 32Q: 3 clusters Score -243305.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -243307.234375 Penalty: 802.791138
	Iteration 33Q: 3 clusters Score -243307.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -243309.578125 Penalty: 802.791138
	Iteration 34Q: 3 clusters Score -243309.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -243310.343750 Penalty: 802.791138
	Iteration 35Q: 3 clusters Score -243310.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -243311.921875 Penalty: 802.791138
	Iteration 36Q: 3 clusters Score -243311.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -243314.750000 Penalty: 802.791138
	Iteration 37Q: 3 clusters Score -243314.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -243316.281250 Penalty: 802.791138
	Iteration 38Q: 3 clusters Score -243316.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -243317.515625 Penalty: 802.791138
	Iteration 39Q: 3 clusters Score -243317.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -243318.734375 Penalty: 802.791138
	Iteration 40F: 3 clusters Score -243318.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -243320.390625 Penalty: 802.791138
	Iteration 41Q: 3 clusters Score -243320.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -243323.562500 Penalty: 802.791138
	Iteration 42Q: 3 clusters Score -243323.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -243325.375000 Penalty: 802.791138
	Iteration 43Q: 3 clusters Score -243325.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -243326.578125 Penalty: 802.791138
	Iteration 44Q: 3 clusters Score -243326.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -243327.859375 Penalty: 802.791138
	Iteration 45Q: 3 clusters Score -243327.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -243328.890625 Penalty: 802.791138
	Iteration 46Q: 3 clusters Score -243328.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -243330.718750 Penalty: 802.791138
	Iteration 47Q: 3 clusters Score -243330.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -243334.968750 Penalty: 802.791138
	Iteration 48Q: 3 clusters Score -243335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -243336.953125 Penalty: 802.791138
	Iteration 49Q: 3 clusters Score -243337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -243339.015625 Penalty: 802.791138
	Iteration 50Q: 3 clusters Score -243339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -243339.843750 Penalty: 802.791138
	Iteration 51Q: 3 clusters Score -243339.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -243340.890625 Penalty: 802.791138
	Iteration 52Q: 3 clusters Score -243340.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -243342.203125 Penalty: 802.791138
	Iteration 53Q: 3 clusters Score -243342.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -243342.906250 Penalty: 802.791138
	Iteration 54Q: 3 clusters Score -243342.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -243342.984375 Penalty: 802.791138
	Iteration 55Q: 3 clusters Score -243343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -243342.984375 Penalty: 802.791138
	Iteration 56F: 3 clusters Score -243343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Entering Unmasked Estep 
Score: -762842.937500 Penalty: 452.305664
	Iteration 0F: 2 clusters Score -762842.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -748987.750000 Penalty: 904.611328
	Iteration 0F: 3 clusters Score -748987.8 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -754924.375000 Penalty: 904.611328
	Iteration 1F: 3 clusters Score -754924.4 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -755375.562500 Penalty: 904.611328
	Iteration 2Q: 3 clusters Score -755375.6 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -756016.250000 Penalty: 904.611328
	Iteration 3F: 3 clusters Score -756016.2 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -756871.000000 Penalty: 904.611328
	Iteration 4F: 3 clusters Score -756871 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -757835.562500 Penalty: 904.611328
	Iteration 5F: 3 clusters Score -757835.6 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -758695.125000 Penalty: 904.611328
	Iteration 6F: 3 clusters Score -758695.1 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -759266.875000 Penalty: 904.611328
	Iteration 7Q: 3 clusters Score -759266.9 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -759559.312500 Penalty: 904.611328
	Iteration 8Q: 3 clusters Score -759559.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -759723.500000 Penalty: 904.611328
	Iteration 9Q: 3 clusters Score -759723.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -759854.750000 Penalty: 904.611328
	Iteration 10Q: 3 clusters Score -759854.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -759979.750000 Penalty: 904.611328
	Iteration 11Q: 3 clusters Score -759979.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -760085.437500 Penalty: 904.611328
	Iteration 12Q: 3 clusters Score -760085.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -760173.000000 Penalty: 904.611328
	Iteration 13Q: 3 clusters Score -760173 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -760258.500000 Penalty: 904.611328
	Iteration 14Q: 3 clusters Score -760258.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -760339.125000 Penalty: 904.611328
	Iteration 15Q: 3 clusters Score -760339.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -760402.812500 Penalty: 904.611328
	Iteration 16Q: 3 clusters Score -760402.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -760468.500000 Penalty: 904.611328
	Iteration 17Q: 3 clusters Score -760468.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -760518.375000 Penalty: 904.611328
	Iteration 18Q: 3 clusters Score -760518.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -760561.187500 Penalty: 904.611328
	Iteration 19Q: 3 clusters Score -760561.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -760601.875000 Penalty: 904.611328
	Iteration 20F: 3 clusters Score -760601.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -760651.625000 Penalty: 904.611328
	Iteration 21Q: 3 clusters Score -760651.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -760712.625000 Penalty: 904.611328
	Iteration 22Q: 3 clusters Score -760712.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -760761.000000 Penalty: 904.611328
	Iteration 23Q: 3 clusters Score -760761 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -760830.625000 Penalty: 904.611328
	Iteration 24Q: 3 clusters Score -760830.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -760895.375000 Penalty: 904.611328
	Iteration 25Q: 3 clusters Score -760895.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -760962.625000 Penalty: 904.611328
	Iteration 26Q: 3 clusters Score -760962.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -761031.625000 Penalty: 904.611328
	Iteration 27Q: 3 clusters Score -761031.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -761104.937500 Penalty: 904.611328
	Iteration 28Q: 3 clusters Score -761104.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -761176.875000 Penalty: 904.611328
	Iteration 29Q: 3 clusters Score -761176.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -761257.312500 Penalty: 904.611328
	Iteration 30Q: 3 clusters Score -761257.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -761343.437500 Penalty: 904.611328
	Iteration 31Q: 3 clusters Score -761343.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -761432.562500 Penalty: 904.611328
	Iteration 32Q: 3 clusters Score -761432.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -761551.125000 Penalty: 904.611328
	Iteration 33Q: 3 clusters Score -761551.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -761663.062500 Penalty: 904.611328
	Iteration 34Q: 3 clusters Score -761663.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -761779.000000 Penalty: 904.611328
	Iteration 35Q: 3 clusters Score -761779 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -761878.750000 Penalty: 904.611328
	Iteration 36Q: 3 clusters Score -761878.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -761973.187500 Penalty: 904.611328
	Iteration 37Q: 3 clusters Score -761973.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -762055.937500 Penalty: 904.611328
	Iteration 38Q: 3 clusters Score -762055.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -762140.812500 Penalty: 904.611328
	Iteration 39Q: 3 clusters Score -762140.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -762216.812500 Penalty: 904.611328
	Iteration 40F: 3 clusters Score -762216.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -762321.250000 Penalty: 904.611328
	Iteration 41Q: 3 clusters Score -762321.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -762428.937500 Penalty: 904.611328
	Iteration 42Q: 3 clusters Score -762428.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -762522.625000 Penalty: 904.611328
	Iteration 43Q: 3 clusters Score -762522.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -762588.875000 Penalty: 904.611328
	Iteration 44Q: 3 clusters Score -762588.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -762655.875000 Penalty: 904.611328
	Iteration 45Q: 3 clusters Score -762655.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -762705.812500 Penalty: 904.611328
	Iteration 46Q: 3 clusters Score -762705.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -762749.937500 Penalty: 904.611328
	Iteration 47Q: 3 clusters Score -762749.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -762787.750000 Penalty: 904.611328
	Iteration 48Q: 3 clusters Score -762787.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -762816.875000 Penalty: 904.611328
	Iteration 49Q: 3 clusters Score -762816.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -762836.187500 Penalty: 904.611328
	Iteration 50Q: 3 clusters Score -762836.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -762840.062500 Penalty: 904.611328
	Iteration 51Q: 3 clusters Score -762840.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -762846.875000 Penalty: 904.611328
	Iteration 52Q: 3 clusters Score -762846.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -762851.187500 Penalty: 904.611328
	Iteration 53Q: 3 clusters Score -762851.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -762855.000000 Penalty: 904.611328
	Iteration 54Q: 3 clusters Score -762855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -762852.812500 Penalty: 904.611328
	Iteration 55Q: 3 clusters Score -762852.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -762858.875000 Penalty: 904.611328
	Iteration 56Q: 3 clusters Score -762858.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -762858.625000 Penalty: 904.611328
	Iteration 57Q: 3 clusters Score -762858.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -762859.875000 Penalty: 904.611328
	Iteration 58Q: 3 clusters Score -762859.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -762861.437500 Penalty: 904.611328
	Iteration 59Q: 3 clusters Score -762861.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -762863.750000 Penalty: 904.611328
	Iteration 60F: 3 clusters Score -762863.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -762864.750000 Penalty: 904.611328
	Iteration 61Q: 3 clusters Score -762864.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -762867.062500 Penalty: 904.611328
	Iteration 62Q: 3 clusters Score -762867.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -762867.125000 Penalty: 904.611328
	Iteration 63Q: 3 clusters Score -762867.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -762867.187500 Penalty: 904.611328
	Iteration 64Q: 3 clusters Score -762867.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -762869.437500 Penalty: 904.611328
	Iteration 65Q: 3 clusters Score -762869.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -762869.187500 Penalty: 904.611328
	Iteration 66Q: 3 clusters Score -762869.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -762869.687500 Penalty: 904.611328
	Iteration 67Q: 3 clusters Score -762869.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -762868.750000 Penalty: 904.611328
	Iteration 68Q: 3 clusters Score -762868.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -762870.062500 Penalty: 904.611328
	Iteration 69Q: 3 clusters Score -762870.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -762870.687500 Penalty: 904.611328
	Iteration 70Q: 3 clusters Score -762870.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -762871.187500 Penalty: 904.611328
	Iteration 71Q: 3 clusters Score -762871.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -762872.000000 Penalty: 904.611328
	Iteration 72Q: 3 clusters Score -762872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -762872.000000 Penalty: 904.611328
	Iteration 73F: 3 clusters Score -762872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12756 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 2527 members 
Mstep: Class 5 contains 4213 members 
Mstep: Class 6 contains 9309 members 
Mstep: Class 7 contains 10531 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 592054 members 
Mstep: Class 10 contains 6781 members 
Mstep: Class 11 contains 20009 members 
Mstep: Class 12 contains 4037 members 
Mstep: Class 13 contains 1052 members 
Mstep: Class 14 contains 3372 members 
Mstep: Class 15 contains 7753 members 
Mstep: Class 16 contains 564605 members 
Mstep: Class 17 contains 11165 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 3182 members 
Mstep: Class 20 contains 12517 members 
Mstep: Class 21 contains 6899 members 
Mstep: Class 22 contains 9986 members 
Mstep: Class 23 contains 795 members 
Mstep: Class 24 contains 7234 members 
Mstep: Class 25 contains 21523 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12829 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3721 members 
Mstep: Class 30 contains 13016 members 
Mstep: Class 31 contains 6691 members 
Mstep: Class 32 contains 3377 members 
Mstep: Class 33 contains 2011 members 
Mstep: Class 34 contains 1685 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 9765 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 751 members 
Entering Unmasked Estep 
Score: -50381460.000000 Penalty: 24453.884766
Splitting cluster 11 changes total score from -50381652.000000 to -50381460.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (4037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Entering Unmasked Estep 
Score: -148742.687500 Penalty: 377.798187
	Iteration 0F: 2 clusters Score -148742.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -145954.937500 Penalty: 755.596375
	Iteration 0F: 3 clusters Score -145954.9 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -147095.312500 Penalty: 755.596375
	Iteration 1F: 3 clusters Score -147095.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -147315.265625 Penalty: 755.596375
	Iteration 2F: 3 clusters Score -147315.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -147557.250000 Penalty: 755.596375
	Iteration 3F: 3 clusters Score -147557.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -147812.468750 Penalty: 755.596375
	Iteration 4F: 3 clusters Score -147812.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -148022.718750 Penalty: 755.596375
	Iteration 5F: 3 clusters Score -148022.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -148148.890625 Penalty: 755.596375
	Iteration 6Q: 3 clusters Score -148148.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -148240.281250 Penalty: 755.596375
	Iteration 7Q: 3 clusters Score -148240.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -148309.968750 Penalty: 755.596375
	Iteration 8Q: 3 clusters Score -148310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -148354.375000 Penalty: 755.596375
	Iteration 9Q: 3 clusters Score -148354.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -148377.109375 Penalty: 755.596375
	Iteration 10Q: 3 clusters Score -148377.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -148409.062500 Penalty: 755.596375
	Iteration 11Q: 3 clusters Score -148409.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -148433.390625 Penalty: 755.596375
	Iteration 12Q: 3 clusters Score -148433.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -148439.578125 Penalty: 755.596375
	Iteration 13Q: 3 clusters Score -148439.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -148445.437500 Penalty: 755.596375
	Iteration 14Q: 3 clusters Score -148445.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -148448.562500 Penalty: 755.596375
	Iteration 15Q: 3 clusters Score -148448.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -148450.859375 Penalty: 755.596375
	Iteration 16Q: 3 clusters Score -148450.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -148451.546875 Penalty: 755.596375
	Iteration 17Q: 3 clusters Score -148451.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -148451.640625 Penalty: 755.596375
	Iteration 18Q: 3 clusters Score -148451.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -148452.015625 Penalty: 755.596375
	Iteration 19Q: 3 clusters Score -148452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -148452.015625 Penalty: 755.596375
	Iteration 20F: 3 clusters Score -148452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Entering Unmasked Estep 
Score: -36672.058594 Penalty: 316.609406
	Iteration 0F: 2 clusters Score -36672.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -35841.273438 Penalty: 633.218811
	Iteration 0F: 3 clusters Score -35841.27 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -36136.757812 Penalty: 633.218811
	Iteration 1F: 3 clusters Score -36136.76 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -36219.746094 Penalty: 633.218811
	Iteration 2F: 3 clusters Score -36219.75 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -36271.808594 Penalty: 633.218811
	Iteration 3F: 3 clusters Score -36271.81 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -36315.894531 Penalty: 633.218811
	Iteration 4F: 3 clusters Score -36315.89 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -36356.074219 Penalty: 633.218811
	Iteration 5Q: 3 clusters Score -36356.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -36377.246094 Penalty: 633.218811
	Iteration 6Q: 3 clusters Score -36377.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -36387.457031 Penalty: 633.218811
	Iteration 7Q: 3 clusters Score -36387.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -36399.269531 Penalty: 633.218811
	Iteration 8Q: 3 clusters Score -36399.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -36405.832031 Penalty: 633.218811
	Iteration 9Q: 3 clusters Score -36405.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -36409.816406 Penalty: 633.218811
	Iteration 10Q: 3 clusters Score -36409.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -36410.832031 Penalty: 633.218811
	Iteration 11Q: 3 clusters Score -36410.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -36412.894531 Penalty: 633.218811
	Iteration 12Q: 3 clusters Score -36412.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -36414.992188 Penalty: 633.218811
	Iteration 13Q: 3 clusters Score -36414.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -36417.230469 Penalty: 633.218811
	Iteration 14Q: 3 clusters Score -36417.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -36418.257812 Penalty: 633.218811
	Iteration 15Q: 3 clusters Score -36418.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -36419.273438 Penalty: 633.218811
	Iteration 16Q: 3 clusters Score -36419.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -36421.000000 Penalty: 633.218811
	Iteration 17Q: 3 clusters Score -36421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -36421.320312 Penalty: 633.218811
	Iteration 18Q: 3 clusters Score -36421.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -36422.863281 Penalty: 633.218811
	Iteration 19Q: 3 clusters Score -36422.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -36424.117188 Penalty: 633.218811
	Iteration 20F: 3 clusters Score -36424.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Entering Unmasked Estep 
Score: -119930.531250 Penalty: 369.608398
	Iteration 0F: 2 clusters Score -119930.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -117612.000000 Penalty: 739.216797
	Iteration 0F: 3 clusters Score -117612 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -118512.882812 Penalty: 739.216797
	Iteration 1F: 3 clusters Score -118512.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -118642.304688 Penalty: 739.216797
	Iteration 2F: 3 clusters Score -118642.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -118747.867188 Penalty: 739.216797
	Iteration 3F: 3 clusters Score -118747.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -118839.562500 Penalty: 739.216797
	Iteration 4F: 3 clusters Score -118839.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -118950.304688 Penalty: 739.216797
	Iteration 5Q: 3 clusters Score -118950.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -119057.625000 Penalty: 739.216797
	Iteration 6Q: 3 clusters Score -119057.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -119156.968750 Penalty: 739.216797
	Iteration 7Q: 3 clusters Score -119157 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -119265.343750 Penalty: 739.216797
	Iteration 8Q: 3 clusters Score -119265.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -119344.523438 Penalty: 739.216797
	Iteration 9Q: 3 clusters Score -119344.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -119428.406250 Penalty: 739.216797
	Iteration 10Q: 3 clusters Score -119428.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -119521.046875 Penalty: 739.216797
	Iteration 11Q: 3 clusters Score -119521 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -119600.007812 Penalty: 739.216797
	Iteration 12Q: 3 clusters Score -119600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -119644.898438 Penalty: 739.216797
	Iteration 13Q: 3 clusters Score -119644.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -119668.890625 Penalty: 739.216797
	Iteration 14Q: 3 clusters Score -119668.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -119676.179688 Penalty: 739.216797
	Iteration 15Q: 3 clusters Score -119676.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -119678.398438 Penalty: 739.216797
	Iteration 16Q: 3 clusters Score -119678.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -119678.914062 Penalty: 739.216797
	Iteration 17Q: 3 clusters Score -119678.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -119679.281250 Penalty: 739.216797
	Iteration 18Q: 3 clusters Score -119679.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -119679.289062 Penalty: 739.216797
	Iteration 19Q: 3 clusters Score -119679.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -119679.289062 Penalty: 739.216797
	Iteration 20F: 3 clusters Score -119679.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Entering Unmasked Estep 
Score: -281655.281250 Penalty: 407.490509
	Iteration 0F: 2 clusters Score -281655.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -276433.218750 Penalty: 814.981018
	Iteration 0F: 3 clusters Score -276433.2 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -278689.343750 Penalty: 814.981018
	Iteration 1F: 3 clusters Score -278689.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -278997.062500 Penalty: 814.981018
	Iteration 2F: 3 clusters Score -278997.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -279356.718750 Penalty: 814.981018
	Iteration 3F: 3 clusters Score -279356.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -279713.125000 Penalty: 814.981018
	Iteration 4F: 3 clusters Score -279713.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -280047.562500 Penalty: 814.981018
	Iteration 5F: 3 clusters Score -280047.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -280279.843750 Penalty: 814.981018
	Iteration 6Q: 3 clusters Score -280279.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -280449.000000 Penalty: 814.981018
	Iteration 7Q: 3 clusters Score -280449 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -280534.062500 Penalty: 814.981018
	Iteration 8Q: 3 clusters Score -280534.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -280578.875000 Penalty: 814.981018
	Iteration 9Q: 3 clusters Score -280578.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -280608.406250 Penalty: 814.981018
	Iteration 10Q: 3 clusters Score -280608.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -280624.468750 Penalty: 814.981018
	Iteration 11Q: 3 clusters Score -280624.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -280640.062500 Penalty: 814.981018
	Iteration 12Q: 3 clusters Score -280640.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -280655.781250 Penalty: 814.981018
	Iteration 13Q: 3 clusters Score -280655.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -280667.656250 Penalty: 814.981018
	Iteration 14Q: 3 clusters Score -280667.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -280682.718750 Penalty: 814.981018
	Iteration 15Q: 3 clusters Score -280682.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -280698.312500 Penalty: 814.981018
	Iteration 16Q: 3 clusters Score -280698.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -280716.343750 Penalty: 814.981018
	Iteration 17Q: 3 clusters Score -280716.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -280740.593750 Penalty: 814.981018
	Iteration 18Q: 3 clusters Score -280740.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -280764.656250 Penalty: 814.981018
	Iteration 19Q: 3 clusters Score -280764.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -280788.593750 Penalty: 814.981018
	Iteration 20F: 3 clusters Score -280788.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -280813.968750 Penalty: 814.981018
	Iteration 21Q: 3 clusters Score -280814 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -280837.687500 Penalty: 814.981018
	Iteration 22Q: 3 clusters Score -280837.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -280858.781250 Penalty: 814.981018
	Iteration 23Q: 3 clusters Score -280858.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -280880.937500 Penalty: 814.981018
	Iteration 24Q: 3 clusters Score -280880.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -280913.718750 Penalty: 814.981018
	Iteration 25Q: 3 clusters Score -280913.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -280954.625000 Penalty: 814.981018
	Iteration 26Q: 3 clusters Score -280954.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -280993.250000 Penalty: 814.981018
	Iteration 27Q: 3 clusters Score -280993.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -281034.562500 Penalty: 814.981018
	Iteration 28Q: 3 clusters Score -281034.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -281082.406250 Penalty: 814.981018
	Iteration 29Q: 3 clusters Score -281082.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -281134.187500 Penalty: 814.981018
	Iteration 30Q: 3 clusters Score -281134.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -281169.343750 Penalty: 814.981018
	Iteration 31Q: 3 clusters Score -281169.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -281198.906250 Penalty: 814.981018
	Iteration 32Q: 3 clusters Score -281198.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -281222.906250 Penalty: 814.981018
	Iteration 33Q: 3 clusters Score -281222.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -281242.406250 Penalty: 814.981018
	Iteration 34Q: 3 clusters Score -281242.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -281258.250000 Penalty: 814.981018
	Iteration 35Q: 3 clusters Score -281258.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -281272.093750 Penalty: 814.981018
	Iteration 36Q: 3 clusters Score -281272.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -281283.968750 Penalty: 814.981018
	Iteration 37Q: 3 clusters Score -281284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -281294.093750 Penalty: 814.981018
	Iteration 38Q: 3 clusters Score -281294.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -281296.593750 Penalty: 814.981018
	Iteration 39Q: 3 clusters Score -281296.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -281298.562500 Penalty: 814.981018
	Iteration 40F: 3 clusters Score -281298.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -281302.281250 Penalty: 814.981018
	Iteration 41Q: 3 clusters Score -281302.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -281302.937500 Penalty: 814.981018
	Iteration 42Q: 3 clusters Score -281302.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -281302.937500 Penalty: 814.981018
	Iteration 43F: 3 clusters Score -281302.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (564605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564605 members 
Entering Unmasked Estep 
Score: -21755088.000000 Penalty: 602.596619
	Iteration 0F: 2 clusters Score -2.175509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282732 members 
Mstep: Class 2 contains 281873 members 
Entering Unmasked Estep 
Score: -21400018.000000 Penalty: 1205.193237
	Iteration 0F: 3 clusters Score -2.140002e+07 nChanged 279639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328937 members 
Mstep: Class 2 contains 235668 members 
Entering Unmasked Estep 
Score: -21582890.000000 Penalty: 1205.193237
	Iteration 1F: 3 clusters Score -2.158289e+07 nChanged 38919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361618 members 
Mstep: Class 2 contains 202987 members 
Entering Unmasked Estep 
Score: -21604260.000000 Penalty: 1205.193237
	Iteration 2F: 3 clusters Score -2.160426e+07 nChanged 48126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405032 members 
Mstep: Class 2 contains 159573 members 
Entering Unmasked Estep 
Score: -21633754.000000 Penalty: 1205.193237
	Iteration 3F: 3 clusters Score -2.163375e+07 nChanged 52101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453919 members 
Mstep: Class 2 contains 110686 members 
Entering Unmasked Estep 
Score: -21664982.000000 Penalty: 1205.193237
	Iteration 4F: 3 clusters Score -2.166498e+07 nChanged 45373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497818 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -21696834.000000 Penalty: 1205.193237
	Iteration 5F: 3 clusters Score -2.169683e+07 nChanged 33050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530648 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -21724458.000000 Penalty: 1205.193237
	Iteration 6F: 3 clusters Score -2.172446e+07 nChanged 19975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550607 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -21742442.000000 Penalty: 1205.193237
	Iteration 7Q: 3 clusters Score -2.174244e+07 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559747 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -21750716.000000 Penalty: 1205.193237
	Iteration 8Q: 3 clusters Score -2.175072e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562928 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -21753548.000000 Penalty: 1205.193237
	Iteration 9Q: 3 clusters Score -2.175355e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563832 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -21754488.000000 Penalty: 1205.193237
	Iteration 10Q: 3 clusters Score -2.175449e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564039 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -21754678.000000 Penalty: 1205.193237
	Iteration 11Q: 3 clusters Score -2.175468e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564075 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -21754802.000000 Penalty: 1205.193237
	Iteration 12Q: 3 clusters Score -2.17548e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564048 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -21754864.000000 Penalty: 1205.193237
	Iteration 13Q: 3 clusters Score -2.175486e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564013 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -21754880.000000 Penalty: 1205.193237
	Iteration 14Q: 3 clusters Score -2.175488e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563963 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -21754930.000000 Penalty: 1205.193237
	Iteration 15Q: 3 clusters Score -2.175493e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563909 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -21754952.000000 Penalty: 1205.193237
	Iteration 16Q: 3 clusters Score -2.175495e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563867 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -21755020.000000 Penalty: 1205.193237
	Iteration 17Q: 3 clusters Score -2.175502e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563827 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -21755012.000000 Penalty: 1205.193237
	Iteration 18Q: 3 clusters Score -2.175501e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563806 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -21755042.000000 Penalty: 1205.193237
	Iteration 19Q: 3 clusters Score -2.175504e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563777 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -21755054.000000 Penalty: 1205.193237
	Iteration 20F: 3 clusters Score -2.175505e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563762 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -21755080.000000 Penalty: 1205.193237
	Iteration 21Q: 3 clusters Score -2.175508e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563761 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -21755098.000000 Penalty: 1205.193237
	Iteration 22Q: 3 clusters Score -2.17551e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563752 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -21755100.000000 Penalty: 1205.193237
	Iteration 23Q: 3 clusters Score -2.17551e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563744 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -21755088.000000 Penalty: 1205.193237
	Iteration 24Q: 3 clusters Score -2.175509e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563731 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -21755086.000000 Penalty: 1205.193237
	Iteration 25Q: 3 clusters Score -2.175509e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563721 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -21755078.000000 Penalty: 1205.193237
	Iteration 26Q: 3 clusters Score -2.175508e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563710 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -21755074.000000 Penalty: 1205.193237
	Iteration 27Q: 3 clusters Score -2.175507e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563697 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -21755080.000000 Penalty: 1205.193237
	Iteration 28Q: 3 clusters Score -2.175508e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563687 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -21755054.000000 Penalty: 1205.193237
	Iteration 29Q: 3 clusters Score -2.175505e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563684 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -21755036.000000 Penalty: 1205.193237
	Iteration 30Q: 3 clusters Score -2.175504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563682 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -21755024.000000 Penalty: 1205.193237
	Iteration 31Q: 3 clusters Score -2.175502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563680 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -21755014.000000 Penalty: 1205.193237
	Iteration 32Q: 3 clusters Score -2.175501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563676 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -21755022.000000 Penalty: 1205.193237
	Iteration 33Q: 3 clusters Score -2.175502e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563677 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -21755014.000000 Penalty: 1205.193237
	Iteration 34Q: 3 clusters Score -2.175501e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563683 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -21755044.000000 Penalty: 1205.193237
	Iteration 35Q: 3 clusters Score -2.175504e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563681 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -21755042.000000 Penalty: 1205.193237
	Iteration 36Q: 3 clusters Score -2.175504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563680 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -21755060.000000 Penalty: 1205.193237
	Iteration 37Q: 3 clusters Score -2.175506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563676 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -21755030.000000 Penalty: 1205.193237
	Iteration 38Q: 3 clusters Score -2.175503e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563667 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -21755052.000000 Penalty: 1205.193237
	Iteration 39Q: 3 clusters Score -2.175505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563661 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -21755064.000000 Penalty: 1205.193237
	Iteration 40F: 3 clusters Score -2.175506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563655 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -21755052.000000 Penalty: 1205.193237
	Iteration 41Q: 3 clusters Score -2.175505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563654 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -21755060.000000 Penalty: 1205.193237
	Iteration 42Q: 3 clusters Score -2.175506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563649 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -21755050.000000 Penalty: 1205.193237
	Iteration 43Q: 3 clusters Score -2.175505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563640 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -21755044.000000 Penalty: 1205.193237
	Iteration 44Q: 3 clusters Score -2.175504e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563630 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -21755064.000000 Penalty: 1205.193237
	Iteration 45Q: 3 clusters Score -2.175506e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563619 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -21755094.000000 Penalty: 1205.193237
	Iteration 46Q: 3 clusters Score -2.175509e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563612 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -21755058.000000 Penalty: 1205.193237
	Iteration 47Q: 3 clusters Score -2.175506e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563597 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -21755078.000000 Penalty: 1205.193237
	Iteration 48Q: 3 clusters Score -2.175508e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563592 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -21755072.000000 Penalty: 1205.193237
	Iteration 49Q: 3 clusters Score -2.175507e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563591 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -21755112.000000 Penalty: 1205.193237
	Iteration 50Q: 3 clusters Score -2.175511e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563579 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -21755110.000000 Penalty: 1205.193237
	Iteration 51Q: 3 clusters Score -2.175511e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563569 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -21755122.000000 Penalty: 1205.193237
	Iteration 52Q: 3 clusters Score -2.175512e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563561 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -21755106.000000 Penalty: 1205.193237
	Iteration 53Q: 3 clusters Score -2.175511e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563549 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -21755104.000000 Penalty: 1205.193237
	Iteration 54Q: 3 clusters Score -2.17551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563541 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -21755090.000000 Penalty: 1205.193237
	Iteration 55Q: 3 clusters Score -2.175509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563536 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -21755078.000000 Penalty: 1205.193237
	Iteration 56Q: 3 clusters Score -2.175508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563531 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -21755090.000000 Penalty: 1205.193237
	Iteration 57Q: 3 clusters Score -2.175509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563529 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -21755088.000000 Penalty: 1205.193237
	Iteration 58Q: 3 clusters Score -2.175509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563524 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -21755084.000000 Penalty: 1205.193237
	Iteration 59Q: 3 clusters Score -2.175508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563519 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -21755088.000000 Penalty: 1205.193237
	Iteration 60F: 3 clusters Score -2.175509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563511 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -21755078.000000 Penalty: 1205.193237
	Iteration 61Q: 3 clusters Score -2.175508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563500 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -21755086.000000 Penalty: 1205.193237
	Iteration 62Q: 3 clusters Score -2.175509e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563489 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -21755072.000000 Penalty: 1205.193237
	Iteration 63Q: 3 clusters Score -2.175507e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563481 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -21755066.000000 Penalty: 1205.193237
	Iteration 64Q: 3 clusters Score -2.175507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563479 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -21755062.000000 Penalty: 1205.193237
	Iteration 65Q: 3 clusters Score -2.175506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563479 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -21755062.000000 Penalty: 1205.193237
	Iteration 66F: 3 clusters Score -2.175506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Entering Unmasked Estep 
Score: -409202.312500 Penalty: 424.084534
	Iteration 0F: 2 clusters Score -409202.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -401801.937500 Penalty: 848.169067
	Iteration 0F: 3 clusters Score -401801.9 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -405189.062500 Penalty: 848.169067
	Iteration 1F: 3 clusters Score -405189.1 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -405634.875000 Penalty: 848.169067
	Iteration 2F: 3 clusters Score -405634.9 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -406154.125000 Penalty: 848.169067
	Iteration 3F: 3 clusters Score -406154.1 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -406666.000000 Penalty: 848.169067
	Iteration 4F: 3 clusters Score -406666 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -407152.812500 Penalty: 848.169067
	Iteration 5F: 3 clusters Score -407152.8 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -407618.406250 Penalty: 848.169067
	Iteration 6F: 3 clusters Score -407618.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -407993.343750 Penalty: 848.169067
	Iteration 7Q: 3 clusters Score -407993.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -408302.656250 Penalty: 848.169067
	Iteration 8Q: 3 clusters Score -408302.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -408530.750000 Penalty: 848.169067
	Iteration 9Q: 3 clusters Score -408530.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -408666.875000 Penalty: 848.169067
	Iteration 10Q: 3 clusters Score -408666.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -408740.906250 Penalty: 848.169067
	Iteration 11Q: 3 clusters Score -408740.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -408801.125000 Penalty: 848.169067
	Iteration 12Q: 3 clusters Score -408801.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -408831.937500 Penalty: 848.169067
	Iteration 13Q: 3 clusters Score -408831.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -408868.843750 Penalty: 848.169067
	Iteration 14Q: 3 clusters Score -408868.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -408882.218750 Penalty: 848.169067
	Iteration 15Q: 3 clusters Score -408882.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -408891.281250 Penalty: 848.169067
	Iteration 16Q: 3 clusters Score -408891.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -408895.468750 Penalty: 848.169067
	Iteration 17Q: 3 clusters Score -408895.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -408898.031250 Penalty: 848.169067
	Iteration 18Q: 3 clusters Score -408898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -408898.218750 Penalty: 848.169067
	Iteration 19Q: 3 clusters Score -408898.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -408898.718750 Penalty: 848.169067
	Iteration 20F: 3 clusters Score -408898.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -408899.437500 Penalty: 848.169067
	Iteration 21Q: 3 clusters Score -408899.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -408900.687500 Penalty: 848.169067
	Iteration 22Q: 3 clusters Score -408900.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -408901.781250 Penalty: 848.169067
	Iteration 23Q: 3 clusters Score -408901.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -408902.406250 Penalty: 848.169067
	Iteration 24Q: 3 clusters Score -408902.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -408903.406250 Penalty: 848.169067
	Iteration 25Q: 3 clusters Score -408903.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -408904.031250 Penalty: 848.169067
	Iteration 26Q: 3 clusters Score -408904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -408904.718750 Penalty: 848.169067
	Iteration 27Q: 3 clusters Score -408904.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -408905.781250 Penalty: 848.169067
	Iteration 28Q: 3 clusters Score -408905.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -408905.968750 Penalty: 848.169067
	Iteration 29Q: 3 clusters Score -408906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -408905.968750 Penalty: 848.169067
	Iteration 30F: 3 clusters Score -408906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Entering Unmasked Estep 
Score: -255444.453125 Penalty: 402.068207
	Iteration 0F: 2 clusters Score -255444.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -250870.437500 Penalty: 804.136414
	Iteration 0F: 3 clusters Score -250870.4 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -252803.312500 Penalty: 804.136414
	Iteration 1F: 3 clusters Score -252803.3 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -253201.718750 Penalty: 804.136414
	Iteration 2F: 3 clusters Score -253201.7 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -253683.984375 Penalty: 804.136414
	Iteration 3F: 3 clusters Score -253684 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -254147.078125 Penalty: 804.136414
	Iteration 4F: 3 clusters Score -254147.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -254579.437500 Penalty: 804.136414
	Iteration 5F: 3 clusters Score -254579.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -254857.656250 Penalty: 804.136414
	Iteration 6Q: 3 clusters Score -254857.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -254989.906250 Penalty: 804.136414
	Iteration 7Q: 3 clusters Score -254989.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -255053.625000 Penalty: 804.136414
	Iteration 8Q: 3 clusters Score -255053.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -255080.281250 Penalty: 804.136414
	Iteration 9Q: 3 clusters Score -255080.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -255094.250000 Penalty: 804.136414
	Iteration 10Q: 3 clusters Score -255094.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -255109.671875 Penalty: 804.136414
	Iteration 11Q: 3 clusters Score -255109.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -255117.937500 Penalty: 804.136414
	Iteration 12Q: 3 clusters Score -255117.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -255126.140625 Penalty: 804.136414
	Iteration 13Q: 3 clusters Score -255126.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -255135.671875 Penalty: 804.136414
	Iteration 14Q: 3 clusters Score -255135.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -255138.140625 Penalty: 804.136414
	Iteration 15Q: 3 clusters Score -255138.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -255139.546875 Penalty: 804.136414
	Iteration 16Q: 3 clusters Score -255139.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -255139.546875 Penalty: 804.136414
	Iteration 17F: 3 clusters Score -255139.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -116928.859375 Penalty: 366.969574
	Iteration 0F: 2 clusters Score -116928.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -114737.093750 Penalty: 733.939148
	Iteration 0F: 3 clusters Score -114737.1 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -115487.718750 Penalty: 733.939148
	Iteration 1F: 3 clusters Score -115487.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -115574.554688 Penalty: 733.939148
	Iteration 2F: 3 clusters Score -115574.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -115663.960938 Penalty: 733.939148
	Iteration 3F: 3 clusters Score -115664 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -115753.429688 Penalty: 733.939148
	Iteration 4Q: 3 clusters Score -115753.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -115896.476562 Penalty: 733.939148
	Iteration 5Q: 3 clusters Score -115896.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -116081.281250 Penalty: 733.939148
	Iteration 6F: 3 clusters Score -116081.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -116243.531250 Penalty: 733.939148
	Iteration 7F: 3 clusters Score -116243.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -116374.914062 Penalty: 733.939148
	Iteration 8F: 3 clusters Score -116374.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -116474.250000 Penalty: 733.939148
	Iteration 9Q: 3 clusters Score -116474.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -116536.054688 Penalty: 733.939148
	Iteration 10Q: 3 clusters Score -116536.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -116584.281250 Penalty: 733.939148
	Iteration 11Q: 3 clusters Score -116584.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -116609.210938 Penalty: 733.939148
	Iteration 12Q: 3 clusters Score -116609.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -116631.585938 Penalty: 733.939148
	Iteration 13Q: 3 clusters Score -116631.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -116644.828125 Penalty: 733.939148
	Iteration 14Q: 3 clusters Score -116644.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -116659.093750 Penalty: 733.939148
	Iteration 15Q: 3 clusters Score -116659.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -116671.710938 Penalty: 733.939148
	Iteration 16Q: 3 clusters Score -116671.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -116682.195312 Penalty: 733.939148
	Iteration 17Q: 3 clusters Score -116682.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -116694.000000 Penalty: 733.939148
	Iteration 18Q: 3 clusters Score -116694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -116712.187500 Penalty: 733.939148
	Iteration 19Q: 3 clusters Score -116712.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -116726.703125 Penalty: 733.939148
	Iteration 20F: 3 clusters Score -116726.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -116735.914062 Penalty: 733.939148
	Iteration 21Q: 3 clusters Score -116735.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -116744.257812 Penalty: 733.939148
	Iteration 22Q: 3 clusters Score -116744.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -116751.671875 Penalty: 733.939148
	Iteration 23Q: 3 clusters Score -116751.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -116757.304688 Penalty: 733.939148
	Iteration 24Q: 3 clusters Score -116757.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -116763.703125 Penalty: 733.939148
	Iteration 25Q: 3 clusters Score -116763.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -116769.335938 Penalty: 733.939148
	Iteration 26Q: 3 clusters Score -116769.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -116773.625000 Penalty: 733.939148
	Iteration 27Q: 3 clusters Score -116773.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -116778.890625 Penalty: 733.939148
	Iteration 28Q: 3 clusters Score -116778.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -116787.406250 Penalty: 733.939148
	Iteration 29Q: 3 clusters Score -116787.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -116796.765625 Penalty: 733.939148
	Iteration 30Q: 3 clusters Score -116796.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -116805.125000 Penalty: 733.939148
	Iteration 31Q: 3 clusters Score -116805.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -116810.265625 Penalty: 733.939148
	Iteration 32Q: 3 clusters Score -116810.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -116813.289062 Penalty: 733.939148
	Iteration 33Q: 3 clusters Score -116813.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -116814.296875 Penalty: 733.939148
	Iteration 34Q: 3 clusters Score -116814.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -116814.710938 Penalty: 733.939148
	Iteration 35Q: 3 clusters Score -116814.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -116816.429688 Penalty: 733.939148
	Iteration 36Q: 3 clusters Score -116816.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -116817.476562 Penalty: 733.939148
	Iteration 37Q: 3 clusters Score -116817.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -116819.023438 Penalty: 733.939148
	Iteration 38Q: 3 clusters Score -116819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -116820.359375 Penalty: 733.939148
	Iteration 39Q: 3 clusters Score -116820.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -116822.937500 Penalty: 733.939148
	Iteration 40F: 3 clusters Score -116822.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -116825.421875 Penalty: 733.939148
	Iteration 41Q: 3 clusters Score -116825.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -116827.429688 Penalty: 733.939148
	Iteration 42Q: 3 clusters Score -116827.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -116827.929688 Penalty: 733.939148
	Iteration 43Q: 3 clusters Score -116827.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -116828.468750 Penalty: 733.939148
	Iteration 44Q: 3 clusters Score -116828.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -116828.640625 Penalty: 733.939148
	Iteration 45Q: 3 clusters Score -116828.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -116828.640625 Penalty: 733.939148
	Iteration 46F: 3 clusters Score -116828.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Entering Unmasked Estep 
Score: -447039.406250 Penalty: 429.285370
	Iteration 0F: 2 clusters Score -447039.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -438690.343750 Penalty: 858.570740
	Iteration 0F: 3 clusters Score -438690.3 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -442188.218750 Penalty: 858.570740
	Iteration 1F: 3 clusters Score -442188.2 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -442587.031250 Penalty: 858.570740
	Iteration 2F: 3 clusters Score -442587 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -443036.531250 Penalty: 858.570740
	Iteration 3F: 3 clusters Score -443036.5 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -443455.843750 Penalty: 858.570740
	Iteration 4F: 3 clusters Score -443455.8 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -443831.968750 Penalty: 858.570740
	Iteration 5F: 3 clusters Score -443832 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -444156.125000 Penalty: 858.570740
	Iteration 6Q: 3 clusters Score -444156.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -444405.687500 Penalty: 858.570740
	Iteration 7Q: 3 clusters Score -444405.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -444621.843750 Penalty: 858.570740
	Iteration 8Q: 3 clusters Score -444621.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -444778.562500 Penalty: 858.570740
	Iteration 9Q: 3 clusters Score -444778.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -444868.062500 Penalty: 858.570740
	Iteration 10Q: 3 clusters Score -444868.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -444919.781250 Penalty: 858.570740
	Iteration 11Q: 3 clusters Score -444919.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -444946.343750 Penalty: 858.570740
	Iteration 12Q: 3 clusters Score -444946.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -444964.000000 Penalty: 858.570740
	Iteration 13Q: 3 clusters Score -444964 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -444979.906250 Penalty: 858.570740
	Iteration 14Q: 3 clusters Score -444979.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -444999.781250 Penalty: 858.570740
	Iteration 15Q: 3 clusters Score -444999.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -445019.375000 Penalty: 858.570740
	Iteration 16Q: 3 clusters Score -445019.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -445041.750000 Penalty: 858.570740
	Iteration 17Q: 3 clusters Score -445041.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -445065.375000 Penalty: 858.570740
	Iteration 18Q: 3 clusters Score -445065.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -445090.156250 Penalty: 858.570740
	Iteration 19Q: 3 clusters Score -445090.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -445118.718750 Penalty: 858.570740
	Iteration 20F: 3 clusters Score -445118.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -445155.750000 Penalty: 858.570740
	Iteration 21Q: 3 clusters Score -445155.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -445193.156250 Penalty: 858.570740
	Iteration 22Q: 3 clusters Score -445193.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -445228.812500 Penalty: 858.570740
	Iteration 23Q: 3 clusters Score -445228.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -445258.625000 Penalty: 858.570740
	Iteration 24Q: 3 clusters Score -445258.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -445288.718750 Penalty: 858.570740
	Iteration 25Q: 3 clusters Score -445288.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -445326.968750 Penalty: 858.570740
	Iteration 26Q: 3 clusters Score -445327 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -445373.406250 Penalty: 858.570740
	Iteration 27Q: 3 clusters Score -445373.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -445442.750000 Penalty: 858.570740
	Iteration 28Q: 3 clusters Score -445442.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -445515.312500 Penalty: 858.570740
	Iteration 29Q: 3 clusters Score -445515.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -445568.031250 Penalty: 858.570740
	Iteration 30Q: 3 clusters Score -445568 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -445615.968750 Penalty: 858.570740
	Iteration 31Q: 3 clusters Score -445616 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -445663.937500 Penalty: 858.570740
	Iteration 32Q: 3 clusters Score -445663.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -445705.875000 Penalty: 858.570740
	Iteration 33Q: 3 clusters Score -445705.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -445745.531250 Penalty: 858.570740
	Iteration 34Q: 3 clusters Score -445745.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -445786.093750 Penalty: 858.570740
	Iteration 35Q: 3 clusters Score -445786.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -445836.375000 Penalty: 858.570740
	Iteration 36Q: 3 clusters Score -445836.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -445882.156250 Penalty: 858.570740
	Iteration 37Q: 3 clusters Score -445882.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -445934.062500 Penalty: 858.570740
	Iteration 38Q: 3 clusters Score -445934.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -445996.656250 Penalty: 858.570740
	Iteration 39Q: 3 clusters Score -445996.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -446086.343750 Penalty: 858.570740
	Iteration 40F: 3 clusters Score -446086.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -446208.187500 Penalty: 858.570740
	Iteration 41Q: 3 clusters Score -446208.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -446336.687500 Penalty: 858.570740
	Iteration 42Q: 3 clusters Score -446336.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -446440.781250 Penalty: 858.570740
	Iteration 43Q: 3 clusters Score -446440.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -446540.125000 Penalty: 858.570740
	Iteration 44Q: 3 clusters Score -446540.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -446624.750000 Penalty: 858.570740
	Iteration 45Q: 3 clusters Score -446624.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -446699.437500 Penalty: 858.570740
	Iteration 46Q: 3 clusters Score -446699.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -446744.125000 Penalty: 858.570740
	Iteration 47Q: 3 clusters Score -446744.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -446783.125000 Penalty: 858.570740
	Iteration 48Q: 3 clusters Score -446783.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -446818.968750 Penalty: 858.570740
	Iteration 49Q: 3 clusters Score -446819 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -446845.281250 Penalty: 858.570740
	Iteration 50Q: 3 clusters Score -446845.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -446867.000000 Penalty: 858.570740
	Iteration 51Q: 3 clusters Score -446867 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -446879.656250 Penalty: 858.570740
	Iteration 52Q: 3 clusters Score -446879.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -446887.093750 Penalty: 858.570740
	Iteration 53Q: 3 clusters Score -446887.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -446891.125000 Penalty: 858.570740
	Iteration 54Q: 3 clusters Score -446891.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -446894.093750 Penalty: 858.570740
	Iteration 55Q: 3 clusters Score -446894.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -446898.187500 Penalty: 858.570740
	Iteration 56Q: 3 clusters Score -446898.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -446901.750000 Penalty: 858.570740
	Iteration 57Q: 3 clusters Score -446901.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -446904.375000 Penalty: 858.570740
	Iteration 58Q: 3 clusters Score -446904.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -446906.156250 Penalty: 858.570740
	Iteration 59Q: 3 clusters Score -446906.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -446909.250000 Penalty: 858.570740
	Iteration 60F: 3 clusters Score -446909.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -446911.218750 Penalty: 858.570740
	Iteration 61Q: 3 clusters Score -446911.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -446912.468750 Penalty: 858.570740
	Iteration 62Q: 3 clusters Score -446912.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -446914.187500 Penalty: 858.570740
	Iteration 63Q: 3 clusters Score -446914.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -446914.781250 Penalty: 858.570740
	Iteration 64Q: 3 clusters Score -446914.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -446914.812500 Penalty: 858.570740
	Iteration 65Q: 3 clusters Score -446914.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -446915.000000 Penalty: 858.570740
	Iteration 66Q: 3 clusters Score -446915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -446915.000000 Penalty: 858.570740
	Iteration 67F: 3 clusters Score -446915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Entering Unmasked Estep 
Score: -242172.296875 Penalty: 402.180481
	Iteration 0F: 2 clusters Score -242172.3 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 3451 members 
Entering Unmasked Estep 
Score: -237507.031250 Penalty: 804.360962
	Iteration 0F: 3 clusters Score -237507 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -239308.750000 Penalty: 804.360962
	Iteration 1F: 3 clusters Score -239308.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -239439.437500 Penalty: 804.360962
	Iteration 2F: 3 clusters Score -239439.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -239564.578125 Penalty: 804.360962
	Iteration 3Q: 3 clusters Score -239564.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -239694.078125 Penalty: 804.360962
	Iteration 4Q: 3 clusters Score -239694.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -239822.203125 Penalty: 804.360962
	Iteration 5Q: 3 clusters Score -239822.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -239956.671875 Penalty: 804.360962
	Iteration 6Q: 3 clusters Score -239956.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -240139.781250 Penalty: 804.360962
	Iteration 7Q: 3 clusters Score -240139.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -240378.968750 Penalty: 804.360962
	Iteration 8Q: 3 clusters Score -240379 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -240610.093750 Penalty: 804.360962
	Iteration 9Q: 3 clusters Score -240610.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -240831.531250 Penalty: 804.360962
	Iteration 10Q: 3 clusters Score -240831.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -241006.625000 Penalty: 804.360962
	Iteration 11Q: 3 clusters Score -241006.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -241128.265625 Penalty: 804.360962
	Iteration 12Q: 3 clusters Score -241128.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -241237.640625 Penalty: 804.360962
	Iteration 13Q: 3 clusters Score -241237.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -241310.156250 Penalty: 804.360962
	Iteration 14Q: 3 clusters Score -241310.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -241375.906250 Penalty: 804.360962
	Iteration 15Q: 3 clusters Score -241375.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -241443.562500 Penalty: 804.360962
	Iteration 16Q: 3 clusters Score -241443.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -241514.765625 Penalty: 804.360962
	Iteration 17Q: 3 clusters Score -241514.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -241587.359375 Penalty: 804.360962
	Iteration 18Q: 3 clusters Score -241587.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -241649.546875 Penalty: 804.360962
	Iteration 19Q: 3 clusters Score -241649.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -241701.859375 Penalty: 804.360962
	Iteration 20F: 3 clusters Score -241701.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -241740.968750 Penalty: 804.360962
	Iteration 21Q: 3 clusters Score -241741 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -241772.718750 Penalty: 804.360962
	Iteration 22Q: 3 clusters Score -241772.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -241788.875000 Penalty: 804.360962
	Iteration 23Q: 3 clusters Score -241788.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -241804.171875 Penalty: 804.360962
	Iteration 24Q: 3 clusters Score -241804.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -241813.625000 Penalty: 804.360962
	Iteration 25Q: 3 clusters Score -241813.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -241818.640625 Penalty: 804.360962
	Iteration 26Q: 3 clusters Score -241818.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -241823.078125 Penalty: 804.360962
	Iteration 27Q: 3 clusters Score -241823.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -241826.359375 Penalty: 804.360962
	Iteration 28Q: 3 clusters Score -241826.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -241827.343750 Penalty: 804.360962
	Iteration 29Q: 3 clusters Score -241827.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -241829.796875 Penalty: 804.360962
	Iteration 30Q: 3 clusters Score -241829.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -241830.875000 Penalty: 804.360962
	Iteration 31Q: 3 clusters Score -241830.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -241830.875000 Penalty: 804.360962
	Iteration 32F: 3 clusters Score -241830.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Entering Unmasked Estep 
Score: -366924.656250 Penalty: 419.006744
	Iteration 0F: 2 clusters Score -366924.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -360179.625000 Penalty: 838.013489
	Iteration 0F: 3 clusters Score -360179.6 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -363173.250000 Penalty: 838.013489
	Iteration 1F: 3 clusters Score -363173.2 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -363713.406250 Penalty: 838.013489
	Iteration 2F: 3 clusters Score -363713.4 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -364231.125000 Penalty: 838.013489
	Iteration 3F: 3 clusters Score -364231.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -364616.687500 Penalty: 838.013489
	Iteration 4F: 3 clusters Score -364616.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -364839.718750 Penalty: 838.013489
	Iteration 5Q: 3 clusters Score -364839.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -364933.250000 Penalty: 838.013489
	Iteration 6Q: 3 clusters Score -364933.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -364982.468750 Penalty: 838.013489
	Iteration 7Q: 3 clusters Score -364982.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -365027.250000 Penalty: 838.013489
	Iteration 8Q: 3 clusters Score -365027.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -365072.125000 Penalty: 838.013489
	Iteration 9Q: 3 clusters Score -365072.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -365119.156250 Penalty: 838.013489
	Iteration 10Q: 3 clusters Score -365119.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -365156.375000 Penalty: 838.013489
	Iteration 11Q: 3 clusters Score -365156.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -365188.781250 Penalty: 838.013489
	Iteration 12Q: 3 clusters Score -365188.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -365220.093750 Penalty: 838.013489
	Iteration 13Q: 3 clusters Score -365220.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -365267.375000 Penalty: 838.013489
	Iteration 14Q: 3 clusters Score -365267.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -365309.593750 Penalty: 838.013489
	Iteration 15Q: 3 clusters Score -365309.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -365358.218750 Penalty: 838.013489
	Iteration 16Q: 3 clusters Score -365358.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -365399.437500 Penalty: 838.013489
	Iteration 17Q: 3 clusters Score -365399.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -365440.406250 Penalty: 838.013489
	Iteration 18Q: 3 clusters Score -365440.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -365493.562500 Penalty: 838.013489
	Iteration 19Q: 3 clusters Score -365493.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -365547.593750 Penalty: 838.013489
	Iteration 20F: 3 clusters Score -365547.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -365599.593750 Penalty: 838.013489
	Iteration 21Q: 3 clusters Score -365599.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -365658.906250 Penalty: 838.013489
	Iteration 22Q: 3 clusters Score -365658.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -365720.531250 Penalty: 838.013489
	Iteration 23Q: 3 clusters Score -365720.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -365788.937500 Penalty: 838.013489
	Iteration 24Q: 3 clusters Score -365788.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -365852.937500 Penalty: 838.013489
	Iteration 25Q: 3 clusters Score -365852.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -365915.968750 Penalty: 838.013489
	Iteration 26Q: 3 clusters Score -365916 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -365963.531250 Penalty: 838.013489
	Iteration 27Q: 3 clusters Score -365963.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -366005.718750 Penalty: 838.013489
	Iteration 28Q: 3 clusters Score -366005.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -366046.250000 Penalty: 838.013489
	Iteration 29Q: 3 clusters Score -366046.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -366085.406250 Penalty: 838.013489
	Iteration 30Q: 3 clusters Score -366085.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -366117.781250 Penalty: 838.013489
	Iteration 31Q: 3 clusters Score -366117.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -366151.531250 Penalty: 838.013489
	Iteration 32Q: 3 clusters Score -366151.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -366182.031250 Penalty: 838.013489
	Iteration 33Q: 3 clusters Score -366182 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -366202.312500 Penalty: 838.013489
	Iteration 34Q: 3 clusters Score -366202.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -366222.250000 Penalty: 838.013489
	Iteration 35Q: 3 clusters Score -366222.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -366243.468750 Penalty: 838.013489
	Iteration 36Q: 3 clusters Score -366243.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -366265.968750 Penalty: 838.013489
	Iteration 37Q: 3 clusters Score -366266 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -366285.906250 Penalty: 838.013489
	Iteration 38Q: 3 clusters Score -366285.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -366300.500000 Penalty: 838.013489
	Iteration 39Q: 3 clusters Score -366300.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -366317.875000 Penalty: 838.013489
	Iteration 40F: 3 clusters Score -366317.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -366338.562500 Penalty: 838.013489
	Iteration 41Q: 3 clusters Score -366338.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -366356.937500 Penalty: 838.013489
	Iteration 42Q: 3 clusters Score -366356.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -366371.500000 Penalty: 838.013489
	Iteration 43Q: 3 clusters Score -366371.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -366380.593750 Penalty: 838.013489
	Iteration 44Q: 3 clusters Score -366380.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -366389.843750 Penalty: 838.013489
	Iteration 45Q: 3 clusters Score -366389.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -366400.187500 Penalty: 838.013489
	Iteration 46Q: 3 clusters Score -366400.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -366406.656250 Penalty: 838.013489
	Iteration 47Q: 3 clusters Score -366406.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -366414.562500 Penalty: 838.013489
	Iteration 48Q: 3 clusters Score -366414.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -366426.156250 Penalty: 838.013489
	Iteration 49Q: 3 clusters Score -366426.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -366438.218750 Penalty: 838.013489
	Iteration 50Q: 3 clusters Score -366438.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -366452.937500 Penalty: 838.013489
	Iteration 51Q: 3 clusters Score -366452.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -366468.250000 Penalty: 838.013489
	Iteration 52Q: 3 clusters Score -366468.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -366484.250000 Penalty: 838.013489
	Iteration 53Q: 3 clusters Score -366484.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -366512.156250 Penalty: 838.013489
	Iteration 54Q: 3 clusters Score -366512.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -366545.500000 Penalty: 838.013489
	Iteration 55Q: 3 clusters Score -366545.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -366586.500000 Penalty: 838.013489
	Iteration 56Q: 3 clusters Score -366586.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -366624.781250 Penalty: 838.013489
	Iteration 57Q: 3 clusters Score -366624.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -366651.406250 Penalty: 838.013489
	Iteration 58Q: 3 clusters Score -366651.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -366675.406250 Penalty: 838.013489
	Iteration 59Q: 3 clusters Score -366675.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -366686.000000 Penalty: 838.013489
	Iteration 60F: 3 clusters Score -366686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -366695.468750 Penalty: 838.013489
	Iteration 61Q: 3 clusters Score -366695.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -366706.125000 Penalty: 838.013489
	Iteration 62Q: 3 clusters Score -366706.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -366718.187500 Penalty: 838.013489
	Iteration 63Q: 3 clusters Score -366718.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -366731.875000 Penalty: 838.013489
	Iteration 64Q: 3 clusters Score -366731.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -366740.312500 Penalty: 838.013489
	Iteration 65Q: 3 clusters Score -366740.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -366747.062500 Penalty: 838.013489
	Iteration 66Q: 3 clusters Score -366747.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -366753.937500 Penalty: 838.013489
	Iteration 67Q: 3 clusters Score -366753.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -366764.187500 Penalty: 838.013489
	Iteration 68Q: 3 clusters Score -366764.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -366771.812500 Penalty: 838.013489
	Iteration 69Q: 3 clusters Score -366771.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -366780.250000 Penalty: 838.013489
	Iteration 70Q: 3 clusters Score -366780.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -366786.937500 Penalty: 838.013489
	Iteration 71Q: 3 clusters Score -366786.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -366801.375000 Penalty: 838.013489
	Iteration 72Q: 3 clusters Score -366801.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -366812.031250 Penalty: 838.013489
	Iteration 73Q: 3 clusters Score -366812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -366819.125000 Penalty: 838.013489
	Iteration 74Q: 3 clusters Score -366819.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -366822.500000 Penalty: 838.013489
	Iteration 75Q: 3 clusters Score -366822.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -366824.656250 Penalty: 838.013489
	Iteration 76Q: 3 clusters Score -366824.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -366826.281250 Penalty: 838.013489
	Iteration 77Q: 3 clusters Score -366826.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -366829.375000 Penalty: 838.013489
	Iteration 78Q: 3 clusters Score -366829.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -366830.250000 Penalty: 838.013489
	Iteration 79Q: 3 clusters Score -366830.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -366829.937500 Penalty: 838.013489
	Iteration 80F: 3 clusters Score -366829.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -366830.968750 Penalty: 838.013489
	Iteration 81Q: 3 clusters Score -366831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -366831.312500 Penalty: 838.013489
	Iteration 82Q: 3 clusters Score -366831.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -366831.312500 Penalty: 838.013489
	Iteration 83F: 3 clusters Score -366831.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -27768.097656 Penalty: 303.864563
	Iteration 0F: 2 clusters Score -27768.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -27107.832031 Penalty: 607.729126
	Iteration 0F: 3 clusters Score -27107.83 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -27320.339844 Penalty: 607.729126
	Iteration 1F: 3 clusters Score -27320.34 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -27362.101562 Penalty: 607.729126
	Iteration 2F: 3 clusters Score -27362.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27391.328125 Penalty: 607.729126
	Iteration 3F: 3 clusters Score -27391.33 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -27417.521484 Penalty: 607.729126
	Iteration 4Q: 3 clusters Score -27417.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27440.650391 Penalty: 607.729126
	Iteration 5Q: 3 clusters Score -27440.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27458.291016 Penalty: 607.729126
	Iteration 6Q: 3 clusters Score -27458.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27475.451172 Penalty: 607.729126
	Iteration 7Q: 3 clusters Score -27475.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27480.457031 Penalty: 607.729126
	Iteration 8Q: 3 clusters Score -27480.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27485.304688 Penalty: 607.729126
	Iteration 9Q: 3 clusters Score -27485.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -27489.671875 Penalty: 607.729126
	Iteration 10Q: 3 clusters Score -27489.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27493.986328 Penalty: 607.729126
	Iteration 11Q: 3 clusters Score -27493.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27498.638672 Penalty: 607.729126
	Iteration 12Q: 3 clusters Score -27498.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27502.900391 Penalty: 607.729126
	Iteration 13Q: 3 clusters Score -27502.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27506.277344 Penalty: 607.729126
	Iteration 14Q: 3 clusters Score -27506.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27508.105469 Penalty: 607.729126
	Iteration 15Q: 3 clusters Score -27508.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27510.236328 Penalty: 607.729126
	Iteration 16Q: 3 clusters Score -27510.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27510.820312 Penalty: 607.729126
	Iteration 17Q: 3 clusters Score -27510.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27510.820312 Penalty: 607.729126
	Iteration 18F: 3 clusters Score -27510.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Entering Unmasked Estep 
Score: -255661.921875 Penalty: 404.337891
	Iteration 0F: 2 clusters Score -255661.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -250831.046875 Penalty: 808.675781
	Iteration 0F: 3 clusters Score -250831 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -252927.390625 Penalty: 808.675781
	Iteration 1F: 3 clusters Score -252927.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -253282.140625 Penalty: 808.675781
	Iteration 2F: 3 clusters Score -253282.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -253605.656250 Penalty: 808.675781
	Iteration 3F: 3 clusters Score -253605.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -253886.500000 Penalty: 808.675781
	Iteration 4F: 3 clusters Score -253886.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -254159.203125 Penalty: 808.675781
	Iteration 5F: 3 clusters Score -254159.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -254367.718750 Penalty: 808.675781
	Iteration 6F: 3 clusters Score -254367.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -254488.406250 Penalty: 808.675781
	Iteration 7Q: 3 clusters Score -254488.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -254585.781250 Penalty: 808.675781
	Iteration 8Q: 3 clusters Score -254585.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -254692.093750 Penalty: 808.675781
	Iteration 9Q: 3 clusters Score -254692.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -254833.750000 Penalty: 808.675781
	Iteration 10Q: 3 clusters Score -254833.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -255037.109375 Penalty: 808.675781
	Iteration 11Q: 3 clusters Score -255037.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -255260.015625 Penalty: 808.675781
	Iteration 12Q: 3 clusters Score -255260 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -255535.406250 Penalty: 808.675781
	Iteration 13Q: 3 clusters Score -255535.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -255942.171875 Penalty: 808.675781
	Iteration 14Q: 3 clusters Score -255942.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -256283.734375 Penalty: 808.675781
	Iteration 15Q: 3 clusters Score -256283.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -256594.484375 Penalty: 808.675781
	Iteration 16Q: 3 clusters Score -256594.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -256801.562500 Penalty: 808.675781
	Iteration 17Q: 3 clusters Score -256801.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -256879.031250 Penalty: 808.675781
	Iteration 18Q: 3 clusters Score -256879 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -256929.281250 Penalty: 808.675781
	Iteration 19Q: 3 clusters Score -256929.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -256973.359375 Penalty: 808.675781
	Iteration 20F: 3 clusters Score -256973.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -256983.406250 Penalty: 808.675781
	Iteration 21Q: 3 clusters Score -256983.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -256990.906250 Penalty: 808.675781
	Iteration 22Q: 3 clusters Score -256990.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -256993.218750 Penalty: 808.675781
	Iteration 23Q: 3 clusters Score -256993.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -256993.765625 Penalty: 808.675781
	Iteration 24Q: 3 clusters Score -256993.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -256995.250000 Penalty: 808.675781
	Iteration 25Q: 3 clusters Score -256995.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -256995.968750 Penalty: 808.675781
	Iteration 26Q: 3 clusters Score -256996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -256996.906250 Penalty: 808.675781
	Iteration 27Q: 3 clusters Score -256996.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -256997.890625 Penalty: 808.675781
	Iteration 28Q: 3 clusters Score -256997.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -256998.671875 Penalty: 808.675781
	Iteration 29Q: 3 clusters Score -256998.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -256999.171875 Penalty: 808.675781
	Iteration 30Q: 3 clusters Score -256999.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -256998.937500 Penalty: 808.675781
	Iteration 31Q: 3 clusters Score -256998.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -256999.015625 Penalty: 808.675781
	Iteration 32Q: 3 clusters Score -256999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -256999.109375 Penalty: 808.675781
	Iteration 33Q: 3 clusters Score -256999.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -256999.171875 Penalty: 808.675781
	Iteration 34Q: 3 clusters Score -256999.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -256999.140625 Penalty: 808.675781
	Iteration 35Q: 3 clusters Score -256999.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -256999.140625 Penalty: 808.675781
	Iteration 36Q: 3 clusters Score -256999.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -256999.140625 Penalty: 808.675781
	Iteration 37F: 3 clusters Score -256999.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12756 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 2527 members 
Mstep: Class 5 contains 4213 members 
Mstep: Class 6 contains 9309 members 
Mstep: Class 7 contains 10531 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 592054 members 
Mstep: Class 10 contains 6781 members 
Mstep: Class 11 contains 20760 members 
Mstep: Class 12 contains 4037 members 
Mstep: Class 13 contains 1052 members 
Mstep: Class 14 contains 3372 members 
Mstep: Class 15 contains 7753 members 
Mstep: Class 16 contains 564605 members 
Mstep: Class 17 contains 11165 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 3182 members 
Mstep: Class 20 contains 12517 members 
Mstep: Class 21 contains 6899 members 
Mstep: Class 22 contains 9986 members 
Mstep: Class 23 contains 795 members 
Mstep: Class 24 contains 3433 members 
Mstep: Class 25 contains 21523 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12829 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3721 members 
Mstep: Class 30 contains 13016 members 
Mstep: Class 31 contains 6691 members 
Mstep: Class 32 contains 3377 members 
Mstep: Class 33 contains 2011 members 
Mstep: Class 34 contains 1685 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 9765 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 3801 members 
Entering Unmasked Estep 
Score: -50382740.000000 Penalty: 24453.884766
Splitting cluster 24 changes total score from -50381652.000000 to -50382740.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 25 (21523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Entering Unmasked Estep 
Score: -805297.812500 Penalty: 453.947906
	Iteration 0F: 2 clusters Score -805297.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -791046.125000 Penalty: 907.895813
	Iteration 0F: 3 clusters Score -791046.1 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -796868.750000 Penalty: 907.895813
	Iteration 1F: 3 clusters Score -796868.8 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -797188.250000 Penalty: 907.895813
	Iteration 2Q: 3 clusters Score -797188.2 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -797555.750000 Penalty: 907.895813
	Iteration 3Q: 3 clusters Score -797555.8 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -798028.250000 Penalty: 907.895813
	Iteration 4F: 3 clusters Score -798028.2 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -798615.875000 Penalty: 907.895813
	Iteration 5F: 3 clusters Score -798615.9 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -799357.187500 Penalty: 907.895813
	Iteration 6F: 3 clusters Score -799357.2 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -800258.812500 Penalty: 907.895813
	Iteration 7F: 3 clusters Score -800258.8 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -801362.937500 Penalty: 907.895813
	Iteration 8F: 3 clusters Score -801362.9 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -802410.625000 Penalty: 907.895813
	Iteration 9Q: 3 clusters Score -802410.6 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -803202.562500 Penalty: 907.895813
	Iteration 10Q: 3 clusters Score -803202.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -803738.875000 Penalty: 907.895813
	Iteration 11Q: 3 clusters Score -803738.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -804088.625000 Penalty: 907.895813
	Iteration 12Q: 3 clusters Score -804088.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -804311.437500 Penalty: 907.895813
	Iteration 13Q: 3 clusters Score -804311.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -804471.187500 Penalty: 907.895813
	Iteration 14Q: 3 clusters Score -804471.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -804606.125000 Penalty: 907.895813
	Iteration 15Q: 3 clusters Score -804606.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -804712.062500 Penalty: 907.895813
	Iteration 16Q: 3 clusters Score -804712.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -804793.562500 Penalty: 907.895813
	Iteration 17Q: 3 clusters Score -804793.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -804848.812500 Penalty: 907.895813
	Iteration 18Q: 3 clusters Score -804848.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -804884.375000 Penalty: 907.895813
	Iteration 19Q: 3 clusters Score -804884.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -804901.312500 Penalty: 907.895813
	Iteration 20F: 3 clusters Score -804901.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -804912.500000 Penalty: 907.895813
	Iteration 21Q: 3 clusters Score -804912.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -804927.687500 Penalty: 907.895813
	Iteration 22Q: 3 clusters Score -804927.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -804933.812500 Penalty: 907.895813
	Iteration 23Q: 3 clusters Score -804933.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -804944.500000 Penalty: 907.895813
	Iteration 24Q: 3 clusters Score -804944.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -804952.000000 Penalty: 907.895813
	Iteration 25Q: 3 clusters Score -804952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -804960.937500 Penalty: 907.895813
	Iteration 26Q: 3 clusters Score -804960.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -804968.375000 Penalty: 907.895813
	Iteration 27Q: 3 clusters Score -804968.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -804975.125000 Penalty: 907.895813
	Iteration 28Q: 3 clusters Score -804975.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -804980.187500 Penalty: 907.895813
	Iteration 29Q: 3 clusters Score -804980.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -804984.000000 Penalty: 907.895813
	Iteration 30Q: 3 clusters Score -804984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -804989.500000 Penalty: 907.895813
	Iteration 31Q: 3 clusters Score -804989.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -804991.812500 Penalty: 907.895813
	Iteration 32Q: 3 clusters Score -804991.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -804993.250000 Penalty: 907.895813
	Iteration 33Q: 3 clusters Score -804993.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -804996.812500 Penalty: 907.895813
	Iteration 34Q: 3 clusters Score -804996.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -804996.687500 Penalty: 907.895813
	Iteration 35Q: 3 clusters Score -804996.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -804997.437500 Penalty: 907.895813
	Iteration 36Q: 3 clusters Score -804997.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -804996.500000 Penalty: 907.895813
	Iteration 37Q: 3 clusters Score -804996.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -804997.750000 Penalty: 907.895813
	Iteration 38Q: 3 clusters Score -804997.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -804997.750000 Penalty: 907.895813
	Iteration 39F: 3 clusters Score -804997.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -33302.128906 Penalty: 312.634644
	Iteration 0F: 2 clusters Score -33302.13 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 462 members 
Entering Unmasked Estep 
Score: -32519.785156 Penalty: 625.269287
	Iteration 0F: 3 clusters Score -32519.79 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -32777.250000 Penalty: 625.269287
	Iteration 1F: 3 clusters Score -32777.25 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -32836.226562 Penalty: 625.269287
	Iteration 2F: 3 clusters Score -32836.23 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -32875.582031 Penalty: 625.269287
	Iteration 3F: 3 clusters Score -32875.58 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -32906.875000 Penalty: 625.269287
	Iteration 4Q: 3 clusters Score -32906.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -32925.199219 Penalty: 625.269287
	Iteration 5Q: 3 clusters Score -32925.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -32940.941406 Penalty: 625.269287
	Iteration 6Q: 3 clusters Score -32940.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -32954.789062 Penalty: 625.269287
	Iteration 7Q: 3 clusters Score -32954.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -32972.984375 Penalty: 625.269287
	Iteration 8Q: 3 clusters Score -32972.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -32990.777344 Penalty: 625.269287
	Iteration 9Q: 3 clusters Score -32990.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -33005.457031 Penalty: 625.269287
	Iteration 10Q: 3 clusters Score -33005.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -33019.414062 Penalty: 625.269287
	Iteration 11Q: 3 clusters Score -33019.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -33034.195312 Penalty: 625.269287
	Iteration 12Q: 3 clusters Score -33034.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -33040.289062 Penalty: 625.269287
	Iteration 13Q: 3 clusters Score -33040.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -33044.355469 Penalty: 625.269287
	Iteration 14Q: 3 clusters Score -33044.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -33046.660156 Penalty: 625.269287
	Iteration 15Q: 3 clusters Score -33046.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -33048.535156 Penalty: 625.269287
	Iteration 16Q: 3 clusters Score -33048.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -33051.703125 Penalty: 625.269287
	Iteration 17Q: 3 clusters Score -33051.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -33054.472656 Penalty: 625.269287
	Iteration 18Q: 3 clusters Score -33054.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -33057.402344 Penalty: 625.269287
	Iteration 19Q: 3 clusters Score -33057.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -33061.480469 Penalty: 625.269287
	Iteration 20F: 3 clusters Score -33061.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -33066.414062 Penalty: 625.269287
	Iteration 21Q: 3 clusters Score -33066.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -33068.031250 Penalty: 625.269287
	Iteration 22Q: 3 clusters Score -33068.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -33068.464844 Penalty: 625.269287
	Iteration 23Q: 3 clusters Score -33068.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -33070.324219 Penalty: 625.269287
	Iteration 24Q: 3 clusters Score -33070.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -33072.171875 Penalty: 625.269287
	Iteration 25Q: 3 clusters Score -33072.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -33072.722656 Penalty: 625.269287
	Iteration 26Q: 3 clusters Score -33072.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -33072.722656 Penalty: 625.269287
	Iteration 27F: 3 clusters Score -33072.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Entering Unmasked Estep 
Score: -464295.531250 Penalty: 430.405579
	Iteration 0F: 2 clusters Score -464295.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -455759.312500 Penalty: 860.811157
	Iteration 0F: 3 clusters Score -455759.3 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -459435.031250 Penalty: 860.811157
	Iteration 1F: 3 clusters Score -459435 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -459927.343750 Penalty: 860.811157
	Iteration 2F: 3 clusters Score -459927.3 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -460468.250000 Penalty: 860.811157
	Iteration 3F: 3 clusters Score -460468.2 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -461094.375000 Penalty: 860.811157
	Iteration 4F: 3 clusters Score -461094.4 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -461759.812500 Penalty: 860.811157
	Iteration 5F: 3 clusters Score -461759.8 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -462430.500000 Penalty: 860.811157
	Iteration 6F: 3 clusters Score -462430.5 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -463069.875000 Penalty: 860.811157
	Iteration 7Q: 3 clusters Score -463069.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -463663.093750 Penalty: 860.811157
	Iteration 8Q: 3 clusters Score -463663.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -463933.875000 Penalty: 860.811157
	Iteration 9Q: 3 clusters Score -463933.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -464009.250000 Penalty: 860.811157
	Iteration 10Q: 3 clusters Score -464009.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -464040.218750 Penalty: 860.811157
	Iteration 11Q: 3 clusters Score -464040.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -464057.906250 Penalty: 860.811157
	Iteration 12Q: 3 clusters Score -464057.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -464068.000000 Penalty: 860.811157
	Iteration 13Q: 3 clusters Score -464068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -464077.562500 Penalty: 860.811157
	Iteration 14Q: 3 clusters Score -464077.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -464085.531250 Penalty: 860.811157
	Iteration 15Q: 3 clusters Score -464085.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -464092.875000 Penalty: 860.811157
	Iteration 16Q: 3 clusters Score -464092.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -464099.218750 Penalty: 860.811157
	Iteration 17Q: 3 clusters Score -464099.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -464102.093750 Penalty: 860.811157
	Iteration 18Q: 3 clusters Score -464102.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -464104.031250 Penalty: 860.811157
	Iteration 19Q: 3 clusters Score -464104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -464104.125000 Penalty: 860.811157
	Iteration 20F: 3 clusters Score -464104.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -464106.250000 Penalty: 860.811157
	Iteration 21Q: 3 clusters Score -464106.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -464107.750000 Penalty: 860.811157
	Iteration 22Q: 3 clusters Score -464107.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -464109.500000 Penalty: 860.811157
	Iteration 23Q: 3 clusters Score -464109.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -464110.125000 Penalty: 860.811157
	Iteration 24Q: 3 clusters Score -464110.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -464112.218750 Penalty: 860.811157
	Iteration 25Q: 3 clusters Score -464112.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -464111.562500 Penalty: 860.811157
	Iteration 26Q: 3 clusters Score -464111.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -464112.031250 Penalty: 860.811157
	Iteration 27Q: 3 clusters Score -464112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -464112.031250 Penalty: 860.811157
	Iteration 28F: 3 clusters Score -464112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -37449.062500 Penalty: 319.255737
	Iteration 0F: 2 clusters Score -37449.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -36612.070312 Penalty: 638.511475
	Iteration 0F: 3 clusters Score -36612.07 nChanged 410
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: -36900.078125 Penalty: 638.511475
	Iteration 1F: 3 clusters Score -36900.08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -36963.175781 Penalty: 638.511475
	Iteration 2F: 3 clusters Score -36963.18 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -37018.515625 Penalty: 638.511475
	Iteration 3F: 3 clusters Score -37018.52 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -37056.453125 Penalty: 638.511475
	Iteration 4F: 3 clusters Score -37056.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -37077.277344 Penalty: 638.511475
	Iteration 5Q: 3 clusters Score -37077.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -37090.949219 Penalty: 638.511475
	Iteration 6Q: 3 clusters Score -37090.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -37097.566406 Penalty: 638.511475
	Iteration 7Q: 3 clusters Score -37097.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -37100.726562 Penalty: 638.511475
	Iteration 8Q: 3 clusters Score -37100.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -37102.058594 Penalty: 638.511475
	Iteration 9Q: 3 clusters Score -37102.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -37102.847656 Penalty: 638.511475
	Iteration 10Q: 3 clusters Score -37102.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -37103.792969 Penalty: 638.511475
	Iteration 11Q: 3 clusters Score -37103.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -37104.207031 Penalty: 638.511475
	Iteration 12Q: 3 clusters Score -37104.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -37104.207031 Penalty: 638.511475
	Iteration 13F: 3 clusters Score -37104.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Entering Unmasked Estep 
Score: -135831.593750 Penalty: 374.089508
	Iteration 0F: 2 clusters Score -135831.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -133318.484375 Penalty: 748.179016
	Iteration 0F: 3 clusters Score -133318.5 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -134249.062500 Penalty: 748.179016
	Iteration 1F: 3 clusters Score -134249.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -134498.140625 Penalty: 748.179016
	Iteration 2F: 3 clusters Score -134498.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -134794.890625 Penalty: 748.179016
	Iteration 3F: 3 clusters Score -134794.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -135073.093750 Penalty: 748.179016
	Iteration 4F: 3 clusters Score -135073.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -135258.359375 Penalty: 748.179016
	Iteration 5F: 3 clusters Score -135258.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -135353.437500 Penalty: 748.179016
	Iteration 6Q: 3 clusters Score -135353.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -135416.703125 Penalty: 748.179016
	Iteration 7Q: 3 clusters Score -135416.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -135457.859375 Penalty: 748.179016
	Iteration 8Q: 3 clusters Score -135457.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -135482.109375 Penalty: 748.179016
	Iteration 9Q: 3 clusters Score -135482.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -135496.328125 Penalty: 748.179016
	Iteration 10Q: 3 clusters Score -135496.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -135506.578125 Penalty: 748.179016
	Iteration 11Q: 3 clusters Score -135506.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -135510.468750 Penalty: 748.179016
	Iteration 12Q: 3 clusters Score -135510.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -135511.406250 Penalty: 748.179016
	Iteration 13Q: 3 clusters Score -135511.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -135513.062500 Penalty: 748.179016
	Iteration 14Q: 3 clusters Score -135513.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -135515.453125 Penalty: 748.179016
	Iteration 15Q: 3 clusters Score -135515.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -135515.921875 Penalty: 748.179016
	Iteration 16Q: 3 clusters Score -135515.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -135515.921875 Penalty: 748.179016
	Iteration 17F: 3 clusters Score -135515.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Entering Unmasked Estep 
Score: -476674.812500 Penalty: 431.063995
	Iteration 0F: 2 clusters Score -476674.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -467995.375000 Penalty: 862.127991
	Iteration 0F: 3 clusters Score -467995.4 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -471858.906250 Penalty: 862.127991
	Iteration 1F: 3 clusters Score -471858.9 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -472563.781250 Penalty: 862.127991
	Iteration 2F: 3 clusters Score -472563.8 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -473457.812500 Penalty: 862.127991
	Iteration 3F: 3 clusters Score -473457.8 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -474269.437500 Penalty: 862.127991
	Iteration 4F: 3 clusters Score -474269.4 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -474788.062500 Penalty: 862.127991
	Iteration 5F: 3 clusters Score -474788.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -475105.968750 Penalty: 862.127991
	Iteration 6Q: 3 clusters Score -475106 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -475309.656250 Penalty: 862.127991
	Iteration 7Q: 3 clusters Score -475309.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -475428.781250 Penalty: 862.127991
	Iteration 8Q: 3 clusters Score -475428.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -475543.343750 Penalty: 862.127991
	Iteration 9Q: 3 clusters Score -475543.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -475645.437500 Penalty: 862.127991
	Iteration 10Q: 3 clusters Score -475645.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -475746.187500 Penalty: 862.127991
	Iteration 11Q: 3 clusters Score -475746.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -475860.968750 Penalty: 862.127991
	Iteration 12Q: 3 clusters Score -475861 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -475959.093750 Penalty: 862.127991
	Iteration 13Q: 3 clusters Score -475959.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -476067.312500 Penalty: 862.127991
	Iteration 14Q: 3 clusters Score -476067.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -476163.562500 Penalty: 862.127991
	Iteration 15Q: 3 clusters Score -476163.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -476247.406250 Penalty: 862.127991
	Iteration 16Q: 3 clusters Score -476247.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -476310.812500 Penalty: 862.127991
	Iteration 17Q: 3 clusters Score -476310.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -476367.406250 Penalty: 862.127991
	Iteration 18Q: 3 clusters Score -476367.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -476421.625000 Penalty: 862.127991
	Iteration 19Q: 3 clusters Score -476421.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -476465.000000 Penalty: 862.127991
	Iteration 20F: 3 clusters Score -476465 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -476510.562500 Penalty: 862.127991
	Iteration 21Q: 3 clusters Score -476510.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -476555.531250 Penalty: 862.127991
	Iteration 22Q: 3 clusters Score -476555.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -476577.968750 Penalty: 862.127991
	Iteration 23Q: 3 clusters Score -476578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -476598.156250 Penalty: 862.127991
	Iteration 24Q: 3 clusters Score -476598.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -476607.031250 Penalty: 862.127991
	Iteration 25Q: 3 clusters Score -476607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -476615.156250 Penalty: 862.127991
	Iteration 26Q: 3 clusters Score -476615.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -476623.968750 Penalty: 862.127991
	Iteration 27Q: 3 clusters Score -476624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -476629.281250 Penalty: 862.127991
	Iteration 28Q: 3 clusters Score -476629.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -476632.625000 Penalty: 862.127991
	Iteration 29Q: 3 clusters Score -476632.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -476634.218750 Penalty: 862.127991
	Iteration 30Q: 3 clusters Score -476634.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -476634.843750 Penalty: 862.127991
	Iteration 31Q: 3 clusters Score -476634.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -476636.718750 Penalty: 862.127991
	Iteration 32Q: 3 clusters Score -476636.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -476638.500000 Penalty: 862.127991
	Iteration 33Q: 3 clusters Score -476638.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -476640.312500 Penalty: 862.127991
	Iteration 34Q: 3 clusters Score -476640.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -476643.093750 Penalty: 862.127991
	Iteration 35Q: 3 clusters Score -476643.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -476644.093750 Penalty: 862.127991
	Iteration 36Q: 3 clusters Score -476644.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -476644.718750 Penalty: 862.127991
	Iteration 37Q: 3 clusters Score -476644.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -476646.468750 Penalty: 862.127991
	Iteration 38Q: 3 clusters Score -476646.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -476647.968750 Penalty: 862.127991
	Iteration 39Q: 3 clusters Score -476648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -476649.500000 Penalty: 862.127991
	Iteration 40F: 3 clusters Score -476649.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -476648.468750 Penalty: 862.127991
	Iteration 41Q: 3 clusters Score -476648.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -476650.156250 Penalty: 862.127991
	Iteration 42Q: 3 clusters Score -476650.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -476649.875000 Penalty: 862.127991
	Iteration 43Q: 3 clusters Score -476649.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -476649.875000 Penalty: 862.127991
	Iteration 44F: 3 clusters Score -476649.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Entering Unmasked Estep 
Score: -236273.437500 Penalty: 400.787598
	Iteration 0F: 2 clusters Score -236273.4 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 3338 members 
Entering Unmasked Estep 
Score: -231853.234375 Penalty: 801.575195
	Iteration 0F: 3 clusters Score -231853.2 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -233652.531250 Penalty: 801.575195
	Iteration 1F: 3 clusters Score -233652.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -233825.031250 Penalty: 801.575195
	Iteration 2F: 3 clusters Score -233825 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -233987.984375 Penalty: 801.575195
	Iteration 3F: 3 clusters Score -233988 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -234136.296875 Penalty: 801.575195
	Iteration 4Q: 3 clusters Score -234136.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -234312.156250 Penalty: 801.575195
	Iteration 5Q: 3 clusters Score -234312.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -234503.781250 Penalty: 801.575195
	Iteration 6Q: 3 clusters Score -234503.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -234725.468750 Penalty: 801.575195
	Iteration 7Q: 3 clusters Score -234725.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -234966.359375 Penalty: 801.575195
	Iteration 8Q: 3 clusters Score -234966.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -235168.562500 Penalty: 801.575195
	Iteration 9Q: 3 clusters Score -235168.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -235317.468750 Penalty: 801.575195
	Iteration 10Q: 3 clusters Score -235317.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -235430.625000 Penalty: 801.575195
	Iteration 11Q: 3 clusters Score -235430.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -235536.921875 Penalty: 801.575195
	Iteration 12Q: 3 clusters Score -235536.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -235612.984375 Penalty: 801.575195
	Iteration 13Q: 3 clusters Score -235613 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -235713.625000 Penalty: 801.575195
	Iteration 14Q: 3 clusters Score -235713.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -235816.437500 Penalty: 801.575195
	Iteration 15Q: 3 clusters Score -235816.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -235890.484375 Penalty: 801.575195
	Iteration 16Q: 3 clusters Score -235890.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -235957.531250 Penalty: 801.575195
	Iteration 17Q: 3 clusters Score -235957.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -236010.453125 Penalty: 801.575195
	Iteration 18Q: 3 clusters Score -236010.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -236057.000000 Penalty: 801.575195
	Iteration 19Q: 3 clusters Score -236057 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -236120.656250 Penalty: 801.575195
	Iteration 20F: 3 clusters Score -236120.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -236198.656250 Penalty: 801.575195
	Iteration 21Q: 3 clusters Score -236198.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -236237.406250 Penalty: 801.575195
	Iteration 22Q: 3 clusters Score -236237.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -236257.562500 Penalty: 801.575195
	Iteration 23Q: 3 clusters Score -236257.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -236271.828125 Penalty: 801.575195
	Iteration 24Q: 3 clusters Score -236271.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -236286.343750 Penalty: 801.575195
	Iteration 25Q: 3 clusters Score -236286.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -236297.000000 Penalty: 801.575195
	Iteration 26Q: 3 clusters Score -236297 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -236307.656250 Penalty: 801.575195
	Iteration 27Q: 3 clusters Score -236307.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -236315.953125 Penalty: 801.575195
	Iteration 28Q: 3 clusters Score -236316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -236322.640625 Penalty: 801.575195
	Iteration 29Q: 3 clusters Score -236322.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -236326.046875 Penalty: 801.575195
	Iteration 30Q: 3 clusters Score -236326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -236328.109375 Penalty: 801.575195
	Iteration 31Q: 3 clusters Score -236328.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -236332.546875 Penalty: 801.575195
	Iteration 32Q: 3 clusters Score -236332.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -236337.015625 Penalty: 801.575195
	Iteration 33Q: 3 clusters Score -236337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -236339.359375 Penalty: 801.575195
	Iteration 34Q: 3 clusters Score -236339.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -236341.140625 Penalty: 801.575195
	Iteration 35Q: 3 clusters Score -236341.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -236343.484375 Penalty: 801.575195
	Iteration 36Q: 3 clusters Score -236343.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -236344.468750 Penalty: 801.575195
	Iteration 37Q: 3 clusters Score -236344.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -236346.437500 Penalty: 801.575195
	Iteration 38Q: 3 clusters Score -236346.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -236348.656250 Penalty: 801.575195
	Iteration 39Q: 3 clusters Score -236348.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -236350.171875 Penalty: 801.575195
	Iteration 40F: 3 clusters Score -236350.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -236350.828125 Penalty: 801.575195
	Iteration 41Q: 3 clusters Score -236350.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -236351.390625 Penalty: 801.575195
	Iteration 42Q: 3 clusters Score -236351.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -236351.078125 Penalty: 801.575195
	Iteration 43Q: 3 clusters Score -236351.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -236351.687500 Penalty: 801.575195
	Iteration 44Q: 3 clusters Score -236351.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -236351.515625 Penalty: 801.575195
	Iteration 45Q: 3 clusters Score -236351.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -236351.515625 Penalty: 801.575195
	Iteration 46F: 3 clusters Score -236351.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12756 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 2527 members 
Mstep: Class 5 contains 4213 members 
Mstep: Class 6 contains 9309 members 
Mstep: Class 7 contains 10531 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 592054 members 
Mstep: Class 10 contains 6781 members 
Mstep: Class 11 contains 20760 members 
Mstep: Class 12 contains 4037 members 
Mstep: Class 13 contains 1052 members 
Mstep: Class 14 contains 3372 members 
Mstep: Class 15 contains 7753 members 
Mstep: Class 16 contains 564605 members 
Mstep: Class 17 contains 11165 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 3182 members 
Mstep: Class 20 contains 12517 members 
Mstep: Class 21 contains 6899 members 
Mstep: Class 22 contains 9986 members 
Mstep: Class 23 contains 795 members 
Mstep: Class 24 contains 3433 members 
Mstep: Class 25 contains 21523 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12829 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3721 members 
Mstep: Class 30 contains 13016 members 
Mstep: Class 31 contains 4833 members 
Mstep: Class 32 contains 3377 members 
Mstep: Class 33 contains 2011 members 
Mstep: Class 34 contains 1685 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 9765 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 3801 members 
Mstep: Class 39 contains 1858 members 
Entering Unmasked Estep 
Score: -50382592.000000 Penalty: 25097.408203
Splitting cluster 31 changes total score from -50381652.000000 to -50382592.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 32 (3377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Entering Unmasked Estep 
Score: -118920.835938 Penalty: 369.675842
	Iteration 0F: 2 clusters Score -118920.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -116572.000000 Penalty: 739.351685
	Iteration 0F: 3 clusters Score -116572 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -117467.578125 Penalty: 739.351685
	Iteration 1F: 3 clusters Score -117467.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -117670.453125 Penalty: 739.351685
	Iteration 2F: 3 clusters Score -117670.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -117910.750000 Penalty: 739.351685
	Iteration 3F: 3 clusters Score -117910.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -118106.195312 Penalty: 739.351685
	Iteration 4F: 3 clusters Score -118106.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -118256.710938 Penalty: 739.351685
	Iteration 5F: 3 clusters Score -118256.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -118366.117188 Penalty: 739.351685
	Iteration 6Q: 3 clusters Score -118366.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -118438.992188 Penalty: 739.351685
	Iteration 7Q: 3 clusters Score -118439 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -118482.648438 Penalty: 739.351685
	Iteration 8Q: 3 clusters Score -118482.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -118512.687500 Penalty: 739.351685
	Iteration 9Q: 3 clusters Score -118512.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -118545.734375 Penalty: 739.351685
	Iteration 10Q: 3 clusters Score -118545.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -118561.210938 Penalty: 739.351685
	Iteration 11Q: 3 clusters Score -118561.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -118575.132812 Penalty: 739.351685
	Iteration 12Q: 3 clusters Score -118575.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -118579.695312 Penalty: 739.351685
	Iteration 13Q: 3 clusters Score -118579.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -118583.523438 Penalty: 739.351685
	Iteration 14Q: 3 clusters Score -118583.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -118585.296875 Penalty: 739.351685
	Iteration 15Q: 3 clusters Score -118585.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -118585.296875 Penalty: 739.351685
	Iteration 16F: 3 clusters Score -118585.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -55353.867188 Penalty: 346.090637
	Iteration 0F: 2 clusters Score -55353.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -53863.906250 Penalty: 692.181274
	Iteration 0F: 3 clusters Score -53863.91 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -54353.511719 Penalty: 692.181274
	Iteration 1F: 3 clusters Score -54353.51 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -54411.519531 Penalty: 692.181274
	Iteration 2F: 3 clusters Score -54411.52 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -54452.765625 Penalty: 692.181274
	Iteration 3Q: 3 clusters Score -54452.77 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -54498.125000 Penalty: 692.181274
	Iteration 4Q: 3 clusters Score -54498.12 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -54540.207031 Penalty: 692.181274
	Iteration 5Q: 3 clusters Score -54540.21 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -54586.191406 Penalty: 692.181274
	Iteration 6Q: 3 clusters Score -54586.19 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -54659.937500 Penalty: 692.181274
	Iteration 7Q: 3 clusters Score -54659.94 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -54733.230469 Penalty: 692.181274
	Iteration 8Q: 3 clusters Score -54733.23 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -54796.621094 Penalty: 692.181274
	Iteration 9Q: 3 clusters Score -54796.62 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -54851.671875 Penalty: 692.181274
	Iteration 10Q: 3 clusters Score -54851.67 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -54885.105469 Penalty: 692.181274
	Iteration 11Q: 3 clusters Score -54885.11 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -54912.937500 Penalty: 692.181274
	Iteration 12Q: 3 clusters Score -54912.94 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -54938.800781 Penalty: 692.181274
	Iteration 13Q: 3 clusters Score -54938.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -54954.855469 Penalty: 692.181274
	Iteration 14Q: 3 clusters Score -54954.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -54970.128906 Penalty: 692.181274
	Iteration 15Q: 3 clusters Score -54970.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -54986.542969 Penalty: 692.181274
	Iteration 16Q: 3 clusters Score -54986.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -54998.515625 Penalty: 692.181274
	Iteration 17Q: 3 clusters Score -54998.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -55014.183594 Penalty: 692.181274
	Iteration 18Q: 3 clusters Score -55014.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -55031.082031 Penalty: 692.181274
	Iteration 19Q: 3 clusters Score -55031.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -55043.171875 Penalty: 692.181274
	Iteration 20F: 3 clusters Score -55043.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -55047.179688 Penalty: 692.181274
	Iteration 21Q: 3 clusters Score -55047.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -55053.332031 Penalty: 692.181274
	Iteration 22Q: 3 clusters Score -55053.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -55057.496094 Penalty: 692.181274
	Iteration 23Q: 3 clusters Score -55057.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -55060.074219 Penalty: 692.181274
	Iteration 24Q: 3 clusters Score -55060.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -55062.285156 Penalty: 692.181274
	Iteration 25Q: 3 clusters Score -55062.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -55065.375000 Penalty: 692.181274
	Iteration 26Q: 3 clusters Score -55065.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -55068.808594 Penalty: 692.181274
	Iteration 27Q: 3 clusters Score -55068.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -55073.546875 Penalty: 692.181274
	Iteration 28Q: 3 clusters Score -55073.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -55075.433594 Penalty: 692.181274
	Iteration 29Q: 3 clusters Score -55075.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -55079.187500 Penalty: 692.181274
	Iteration 30Q: 3 clusters Score -55079.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -55082.441406 Penalty: 692.181274
	Iteration 31Q: 3 clusters Score -55082.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -55086.175781 Penalty: 692.181274
	Iteration 32Q: 3 clusters Score -55086.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -55089.328125 Penalty: 692.181274
	Iteration 33Q: 3 clusters Score -55089.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -55091.222656 Penalty: 692.181274
	Iteration 34Q: 3 clusters Score -55091.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -55093.347656 Penalty: 692.181274
	Iteration 35Q: 3 clusters Score -55093.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -55096.175781 Penalty: 692.181274
	Iteration 36Q: 3 clusters Score -55096.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55097.839844 Penalty: 692.181274
	Iteration 37Q: 3 clusters Score -55097.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55100.480469 Penalty: 692.181274
	Iteration 38Q: 3 clusters Score -55100.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -55102.851562 Penalty: 692.181274
	Iteration 39Q: 3 clusters Score -55102.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55105.328125 Penalty: 692.181274
	Iteration 40F: 3 clusters Score -55105.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55107.671875 Penalty: 692.181274
	Iteration 41Q: 3 clusters Score -55107.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55110.050781 Penalty: 692.181274
	Iteration 42Q: 3 clusters Score -55110.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55114.082031 Penalty: 692.181274
	Iteration 43Q: 3 clusters Score -55114.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55117.593750 Penalty: 692.181274
	Iteration 44Q: 3 clusters Score -55117.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55122.968750 Penalty: 692.181274
	Iteration 45Q: 3 clusters Score -55122.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55128.546875 Penalty: 692.181274
	Iteration 46Q: 3 clusters Score -55128.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55132.515625 Penalty: 692.181274
	Iteration 47Q: 3 clusters Score -55132.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -55136.558594 Penalty: 692.181274
	Iteration 48Q: 3 clusters Score -55136.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -55141.386719 Penalty: 692.181274
	Iteration 49Q: 3 clusters Score -55141.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55147.082031 Penalty: 692.181274
	Iteration 50Q: 3 clusters Score -55147.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -55151.281250 Penalty: 692.181274
	Iteration 51Q: 3 clusters Score -55151.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -55154.136719 Penalty: 692.181274
	Iteration 52Q: 3 clusters Score -55154.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55156.566406 Penalty: 692.181274
	Iteration 53Q: 3 clusters Score -55156.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -55159.265625 Penalty: 692.181274
	Iteration 54Q: 3 clusters Score -55159.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -55162.437500 Penalty: 692.181274
	Iteration 55Q: 3 clusters Score -55162.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55166.433594 Penalty: 692.181274
	Iteration 56Q: 3 clusters Score -55166.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55172.351562 Penalty: 692.181274
	Iteration 57Q: 3 clusters Score -55172.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -55174.050781 Penalty: 692.181274
	Iteration 58Q: 3 clusters Score -55174.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -55175.238281 Penalty: 692.181274
	Iteration 59Q: 3 clusters Score -55175.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -55175.496094 Penalty: 692.181274
	Iteration 60F: 3 clusters Score -55175.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Entering Unmasked Estep 
Score: -61416.292969 Penalty: 338.043182
	Iteration 0F: 2 clusters Score -61416.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -60173.402344 Penalty: 676.086365
	Iteration 0F: 3 clusters Score -60173.4 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -60608.398438 Penalty: 676.086365
	Iteration 1F: 3 clusters Score -60608.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -60727.773438 Penalty: 676.086365
	Iteration 2F: 3 clusters Score -60727.77 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -60848.894531 Penalty: 676.086365
	Iteration 3F: 3 clusters Score -60848.89 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -60926.667969 Penalty: 676.086365
	Iteration 4F: 3 clusters Score -60926.67 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -60989.660156 Penalty: 676.086365
	Iteration 5Q: 3 clusters Score -60989.66 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -61035.851562 Penalty: 676.086365
	Iteration 6Q: 3 clusters Score -61035.85 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -61072.785156 Penalty: 676.086365
	Iteration 7Q: 3 clusters Score -61072.79 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -61094.769531 Penalty: 676.086365
	Iteration 8Q: 3 clusters Score -61094.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -61113.183594 Penalty: 676.086365
	Iteration 9Q: 3 clusters Score -61113.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -61125.492188 Penalty: 676.086365
	Iteration 10Q: 3 clusters Score -61125.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -61133.339844 Penalty: 676.086365
	Iteration 11Q: 3 clusters Score -61133.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -61138.496094 Penalty: 676.086365
	Iteration 12Q: 3 clusters Score -61138.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -61145.417969 Penalty: 676.086365
	Iteration 13Q: 3 clusters Score -61145.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -61149.152344 Penalty: 676.086365
	Iteration 14Q: 3 clusters Score -61149.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -61152.128906 Penalty: 676.086365
	Iteration 15Q: 3 clusters Score -61152.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -61155.566406 Penalty: 676.086365
	Iteration 16Q: 3 clusters Score -61155.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -61157.488281 Penalty: 676.086365
	Iteration 17Q: 3 clusters Score -61157.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -61159.144531 Penalty: 676.086365
	Iteration 18Q: 3 clusters Score -61159.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -61161.605469 Penalty: 676.086365
	Iteration 19Q: 3 clusters Score -61161.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -61163.097656 Penalty: 676.086365
	Iteration 20F: 3 clusters Score -61163.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -61163.546875 Penalty: 676.086365
	Iteration 21Q: 3 clusters Score -61163.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -61163.722656 Penalty: 676.086365
	Iteration 22Q: 3 clusters Score -61163.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -61163.941406 Penalty: 676.086365
	Iteration 23Q: 3 clusters Score -61163.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -61163.941406 Penalty: 676.086365
	Iteration 24F: 3 clusters Score -61163.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Entering Unmasked Estep 
Score: -30848.613281 Penalty: 308.589752
	Iteration 0F: 2 clusters Score -30848.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -30096.244141 Penalty: 617.179504
	Iteration 0F: 3 clusters Score -30096.24 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -30309.064453 Penalty: 617.179504
	Iteration 1F: 3 clusters Score -30309.06 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -30361.615234 Penalty: 617.179504
	Iteration 2F: 3 clusters Score -30361.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -30411.015625 Penalty: 617.179504
	Iteration 3F: 3 clusters Score -30411.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -30457.238281 Penalty: 617.179504
	Iteration 4F: 3 clusters Score -30457.24 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -30478.832031 Penalty: 617.179504
	Iteration 5Q: 3 clusters Score -30478.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -30491.535156 Penalty: 617.179504
	Iteration 6Q: 3 clusters Score -30491.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -30507.169922 Penalty: 617.179504
	Iteration 7Q: 3 clusters Score -30507.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -30531.251953 Penalty: 617.179504
	Iteration 8Q: 3 clusters Score -30531.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -30546.968750 Penalty: 617.179504
	Iteration 9Q: 3 clusters Score -30546.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -30562.375000 Penalty: 617.179504
	Iteration 10Q: 3 clusters Score -30562.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -30585.121094 Penalty: 617.179504
	Iteration 11Q: 3 clusters Score -30585.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -30608.355469 Penalty: 617.179504
	Iteration 12Q: 3 clusters Score -30608.36 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -30640.222656 Penalty: 617.179504
	Iteration 13Q: 3 clusters Score -30640.22 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -30672.355469 Penalty: 617.179504
	Iteration 14Q: 3 clusters Score -30672.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -30695.359375 Penalty: 617.179504
	Iteration 15Q: 3 clusters Score -30695.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -30718.185547 Penalty: 617.179504
	Iteration 16Q: 3 clusters Score -30718.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30730.169922 Penalty: 617.179504
	Iteration 17Q: 3 clusters Score -30730.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30738.890625 Penalty: 617.179504
	Iteration 18Q: 3 clusters Score -30738.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30746.855469 Penalty: 617.179504
	Iteration 19Q: 3 clusters Score -30746.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30755.246094 Penalty: 617.179504
	Iteration 20F: 3 clusters Score -30755.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30761.320312 Penalty: 617.179504
	Iteration 21Q: 3 clusters Score -30761.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30764.244141 Penalty: 617.179504
	Iteration 22Q: 3 clusters Score -30764.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30765.322266 Penalty: 617.179504
	Iteration 23Q: 3 clusters Score -30765.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30765.841797 Penalty: 617.179504
	Iteration 24Q: 3 clusters Score -30765.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30765.841797 Penalty: 617.179504
	Iteration 25F: 3 clusters Score -30765.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Entering Unmasked Estep 
Score: -358287.593750 Penalty: 417.988464
	Iteration 0F: 2 clusters Score -358287.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -351819.250000 Penalty: 835.976929
	Iteration 0F: 3 clusters Score -351819.2 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -354721.937500 Penalty: 835.976929
	Iteration 1F: 3 clusters Score -354721.9 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -355707.062500 Penalty: 835.976929
	Iteration 2F: 3 clusters Score -355707.1 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -356652.687500 Penalty: 835.976929
	Iteration 3F: 3 clusters Score -356652.7 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -357325.375000 Penalty: 835.976929
	Iteration 4F: 3 clusters Score -357325.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -357741.218750 Penalty: 835.976929
	Iteration 5F: 3 clusters Score -357741.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -357969.781250 Penalty: 835.976929
	Iteration 6Q: 3 clusters Score -357969.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -358100.031250 Penalty: 835.976929
	Iteration 7Q: 3 clusters Score -358100 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -358167.843750 Penalty: 835.976929
	Iteration 8Q: 3 clusters Score -358167.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -358201.218750 Penalty: 835.976929
	Iteration 9Q: 3 clusters Score -358201.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -358224.656250 Penalty: 835.976929
	Iteration 10Q: 3 clusters Score -358224.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -358249.281250 Penalty: 835.976929
	Iteration 11Q: 3 clusters Score -358249.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -358272.750000 Penalty: 835.976929
	Iteration 12Q: 3 clusters Score -358272.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -358289.250000 Penalty: 835.976929
	Iteration 13Q: 3 clusters Score -358289.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -358303.750000 Penalty: 835.976929
	Iteration 14Q: 3 clusters Score -358303.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -358312.812500 Penalty: 835.976929
	Iteration 15Q: 3 clusters Score -358312.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -358317.093750 Penalty: 835.976929
	Iteration 16Q: 3 clusters Score -358317.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -358319.281250 Penalty: 835.976929
	Iteration 17Q: 3 clusters Score -358319.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -358322.156250 Penalty: 835.976929
	Iteration 18Q: 3 clusters Score -358322.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -358326.218750 Penalty: 835.976929
	Iteration 19Q: 3 clusters Score -358326.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -358327.406250 Penalty: 835.976929
	Iteration 20F: 3 clusters Score -358327.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -358329.906250 Penalty: 835.976929
	Iteration 21Q: 3 clusters Score -358329.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -358331.375000 Penalty: 835.976929
	Iteration 22Q: 3 clusters Score -358331.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -358332.718750 Penalty: 835.976929
	Iteration 23Q: 3 clusters Score -358332.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -358334.375000 Penalty: 835.976929
	Iteration 24Q: 3 clusters Score -358334.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -358338.500000 Penalty: 835.976929
	Iteration 25Q: 3 clusters Score -358338.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -358340.625000 Penalty: 835.976929
	Iteration 26Q: 3 clusters Score -358340.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -358341.906250 Penalty: 835.976929
	Iteration 27Q: 3 clusters Score -358341.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -358343.437500 Penalty: 835.976929
	Iteration 28Q: 3 clusters Score -358343.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -358343.750000 Penalty: 835.976929
	Iteration 29Q: 3 clusters Score -358343.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -358343.250000 Penalty: 835.976929
	Iteration 30Q: 3 clusters Score -358343.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -358343.687500 Penalty: 835.976929
	Iteration 31Q: 3 clusters Score -358343.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -358343.593750 Penalty: 835.976929
	Iteration 32Q: 3 clusters Score -358343.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -358343.531250 Penalty: 835.976929
	Iteration 33Q: 3 clusters Score -358343.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -358344.218750 Penalty: 835.976929
	Iteration 34Q: 3 clusters Score -358344.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -358345.875000 Penalty: 835.976929
	Iteration 35Q: 3 clusters Score -358345.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -358345.656250 Penalty: 835.976929
	Iteration 36Q: 3 clusters Score -358345.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -358345.500000 Penalty: 835.976929
	Iteration 37Q: 3 clusters Score -358345.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -358347.031250 Penalty: 835.976929
	Iteration 38Q: 3 clusters Score -358347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -358348.312500 Penalty: 835.976929
	Iteration 39Q: 3 clusters Score -358348.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -358349.843750 Penalty: 835.976929
	Iteration 40F: 3 clusters Score -358349.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -358352.437500 Penalty: 835.976929
	Iteration 41Q: 3 clusters Score -358352.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -358352.125000 Penalty: 835.976929
	Iteration 42Q: 3 clusters Score -358352.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -358353.937500 Penalty: 835.976929
	Iteration 43Q: 3 clusters Score -358353.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -358353.531250 Penalty: 835.976929
	Iteration 44Q: 3 clusters Score -358353.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -358353.187500 Penalty: 835.976929
	Iteration 45Q: 3 clusters Score -358353.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -358353.187500 Penalty: 835.976929
	Iteration 46F: 3 clusters Score -358353.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12756 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 2527 members 
Mstep: Class 5 contains 4213 members 
Mstep: Class 6 contains 9309 members 
Mstep: Class 7 contains 10531 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 592054 members 
Mstep: Class 10 contains 6781 members 
Mstep: Class 11 contains 20760 members 
Mstep: Class 12 contains 4037 members 
Mstep: Class 13 contains 1052 members 
Mstep: Class 14 contains 3372 members 
Mstep: Class 15 contains 7753 members 
Mstep: Class 16 contains 564605 members 
Mstep: Class 17 contains 11165 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 3182 members 
Mstep: Class 20 contains 12517 members 
Mstep: Class 21 contains 6899 members 
Mstep: Class 22 contains 9986 members 
Mstep: Class 23 contains 795 members 
Mstep: Class 24 contains 3433 members 
Mstep: Class 25 contains 21523 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12829 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3721 members 
Mstep: Class 30 contains 13016 members 
Mstep: Class 31 contains 4833 members 
Mstep: Class 32 contains 3377 members 
Mstep: Class 33 contains 2011 members 
Mstep: Class 34 contains 1685 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 8729 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 3801 members 
Mstep: Class 39 contains 1858 members 
Mstep: Class 40 contains 1036 members 
Entering Unmasked Estep 
Score: -50382440.000000 Penalty: 25740.931641
Splitting cluster 36 changes total score from -50381652.000000 to -50382440.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 37 (934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Entering Unmasked Estep 
Score: -34095.800781 Penalty: 311.196198
	Iteration 0F: 2 clusters Score -34095.8 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 469 members 
Entering Unmasked Estep 
Score: -33332.535156 Penalty: 622.392395
	Iteration 0F: 3 clusters Score -33332.54 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -33567.019531 Penalty: 622.392395
	Iteration 1F: 3 clusters Score -33567.02 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -33660.398438 Penalty: 622.392395
	Iteration 2F: 3 clusters Score -33660.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -33728.925781 Penalty: 622.392395
	Iteration 3F: 3 clusters Score -33728.93 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -33789.707031 Penalty: 622.392395
	Iteration 4F: 3 clusters Score -33789.71 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -33853.539062 Penalty: 622.392395
	Iteration 5F: 3 clusters Score -33853.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -33892.675781 Penalty: 622.392395
	Iteration 6Q: 3 clusters Score -33892.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -33911.542969 Penalty: 622.392395
	Iteration 7Q: 3 clusters Score -33911.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -33926.187500 Penalty: 622.392395
	Iteration 8Q: 3 clusters Score -33926.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -33941.828125 Penalty: 622.392395
	Iteration 9Q: 3 clusters Score -33941.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -33952.449219 Penalty: 622.392395
	Iteration 10Q: 3 clusters Score -33952.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -33961.667969 Penalty: 622.392395
	Iteration 11Q: 3 clusters Score -33961.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33967.757812 Penalty: 622.392395
	Iteration 12Q: 3 clusters Score -33967.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33969.738281 Penalty: 622.392395
	Iteration 13Q: 3 clusters Score -33969.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33971.628906 Penalty: 622.392395
	Iteration 14Q: 3 clusters Score -33971.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33972.261719 Penalty: 622.392395
	Iteration 15Q: 3 clusters Score -33972.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33972.695312 Penalty: 622.392395
	Iteration 16Q: 3 clusters Score -33972.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33972.695312 Penalty: 622.392395
	Iteration 17F: 3 clusters Score -33972.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12756 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 2527 members 
Mstep: Class 5 contains 4213 members 
Mstep: Class 6 contains 9309 members 
Mstep: Class 7 contains 10531 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 592054 members 
Mstep: Class 10 contains 6781 members 
Mstep: Class 11 contains 20760 members 
Mstep: Class 12 contains 4037 members 
Mstep: Class 13 contains 1052 members 
Mstep: Class 14 contains 3372 members 
Mstep: Class 15 contains 7753 members 
Mstep: Class 16 contains 564605 members 
Mstep: Class 17 contains 11165 members 
Mstep: Class 18 contains 6882 members 
Mstep: Class 19 contains 3182 members 
Mstep: Class 20 contains 12517 members 
Mstep: Class 21 contains 6899 members 
Mstep: Class 22 contains 9986 members 
Mstep: Class 23 contains 795 members 
Mstep: Class 24 contains 3433 members 
Mstep: Class 25 contains 21523 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12829 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3721 members 
Mstep: Class 30 contains 13016 members 
Mstep: Class 31 contains 4833 members 
Mstep: Class 32 contains 3377 members 
Mstep: Class 33 contains 2011 members 
Mstep: Class 34 contains 1685 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 8729 members 
Mstep: Class 37 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50383380.000000 Penalty: 25740.931641
Iteration 199Q: 41 clusters Score -5.038338e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 12708 members 
Mstep: Class 3 contains 8848 members 
Mstep: Class 4 contains 2533 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 9317 members 
Mstep: Class 7 contains 10536 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 592149 members 
Mstep: Class 10 contains 6804 members 
Mstep: Class 11 contains 20758 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 1053 members 
Mstep: Class 14 contains 3372 members 
Mstep: Class 15 contains 7749 members 
Mstep: Class 16 contains 563967 members 
Mstep: Class 17 contains 11173 members 
Mstep: Class 18 contains 6894 members 
Mstep: Class 19 contains 3180 members 
Mstep: Class 20 contains 12527 members 
Mstep: Class 21 contains 6899 members 
Mstep: Class 22 contains 9986 members 
Mstep: Class 23 contains 795 members 
Mstep: Class 24 contains 3931 members 
Mstep: Class 25 contains 21519 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12844 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3723 members 
Mstep: Class 30 contains 13065 members 
Mstep: Class 31 contains 4818 members 
Mstep: Class 32 contains 3380 members 
Mstep: Class 33 contains 2041 members 
Mstep: Class 34 contains 1687 members 
Mstep: Class 35 contains 884 members 
Mstep: Class 36 contains 8993 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 3616 members 
Mstep: Class 39 contains 1733 members 
Mstep: Class 40 contains 1015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50384412.000000 Penalty: 25740.931641
Iteration 200F: 41 clusters Score -5.038441e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 12672 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2533 members 
Mstep: Class 5 contains 4210 members 
Mstep: Class 6 contains 9295 members 
Mstep: Class 7 contains 10534 members 
Mstep: Class 8 contains 447 members 
Mstep: Class 9 contains 591730 members 
Mstep: Class 10 contains 6802 members 
Mstep: Class 11 contains 20753 members 
Mstep: Class 12 contains 4043 members 
Mstep: Class 13 contains 1052 members 
Mstep: Class 14 contains 3372 members 
Mstep: Class 15 contains 7745 members 
Mstep: Class 16 contains 563190 members 
Mstep: Class 17 contains 11166 members 
Mstep: Class 18 contains 6895 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 12492 members 
Mstep: Class 21 contains 6895 members 
Mstep: Class 22 contains 9985 members 
Mstep: Class 23 contains 796 members 
Mstep: Class 24 contains 4335 members 
Mstep: Class 25 contains 21476 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12819 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3723 members 
Mstep: Class 30 contains 13074 members 
Mstep: Class 31 contains 4836 members 
Mstep: Class 32 contains 3382 members 
Mstep: Class 33 contains 2030 members 
Mstep: Class 34 contains 1689 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9111 members 
Mstep: Class 37 contains 933 members 
Mstep: Class 38 contains 4004 members 
Mstep: Class 39 contains 2146 members 
Mstep: Class 40 contains 1064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50384948.000000 Penalty: 25740.931641
Iteration 201Q: 41 clusters Score -5.038495e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 12623 members 
Mstep: Class 3 contains 8842 members 
Mstep: Class 4 contains 2532 members 
Mstep: Class 5 contains 4210 members 
Mstep: Class 6 contains 9281 members 
Mstep: Class 7 contains 10533 members 
Mstep: Class 8 contains 451 members 
Mstep: Class 9 contains 591387 members 
Mstep: Class 10 contains 6801 members 
Mstep: Class 11 contains 20757 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 1051 members 
Mstep: Class 14 contains 3367 members 
Mstep: Class 15 contains 7738 members 
Mstep: Class 16 contains 562544 members 
Mstep: Class 17 contains 11152 members 
Mstep: Class 18 contains 6895 members 
Mstep: Class 19 contains 3178 members 
Mstep: Class 20 contains 12460 members 
Mstep: Class 21 contains 6893 members 
Mstep: Class 22 contains 9985 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 4671 members 
Mstep: Class 25 contains 21449 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 12814 members 
Mstep: Class 28 contains 1116 members 
Mstep: Class 29 contains 3722 members 
Mstep: Class 30 contains 13079 members 
Mstep: Class 31 contains 4878 members 
Mstep: Class 32 contains 3382 members 
Mstep: Class 33 contains 2033 members 
Mstep: Class 34 contains 1690 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9215 members 
Mstep: Class 37 contains 932 members 
Mstep: Class 38 contains 4293 members 
Mstep: Class 39 contains 2465 members 
Mstep: Class 40 contains 1099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385120.000000 Penalty: 25740.931641
Iteration 202Q: 41 clusters Score -5.038512e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 12597 members 
Mstep: Class 3 contains 8845 members 
Mstep: Class 4 contains 2536 members 
Mstep: Class 5 contains 4208 members 
Mstep: Class 6 contains 9273 members 
Mstep: Class 7 contains 10535 members 
Mstep: Class 8 contains 457 members 
Mstep: Class 9 contains 591091 members 
Mstep: Class 10 contains 6795 members 
Mstep: Class 11 contains 20745 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 1049 members 
Mstep: Class 14 contains 3366 members 
Mstep: Class 15 contains 7732 members 
Mstep: Class 16 contains 562030 members 
Mstep: Class 17 contains 11137 members 
Mstep: Class 18 contains 6905 members 
Mstep: Class 19 contains 3178 members 
Mstep: Class 20 contains 12446 members 
Mstep: Class 21 contains 6891 members 
Mstep: Class 22 contains 9985 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 4945 members 
Mstep: Class 25 contains 21429 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 12796 members 
Mstep: Class 28 contains 1112 members 
Mstep: Class 29 contains 3721 members 
Mstep: Class 30 contains 13079 members 
Mstep: Class 31 contains 4931 members 
Mstep: Class 32 contains 3381 members 
Mstep: Class 33 contains 2046 members 
Mstep: Class 34 contains 1694 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9278 members 
Mstep: Class 37 contains 925 members 
Mstep: Class 38 contains 4517 members 
Mstep: Class 39 contains 2742 members 
Mstep: Class 40 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385420.000000 Penalty: 25740.931641
Iteration 203Q: 41 clusters Score -5.038542e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 12576 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 2539 members 
Mstep: Class 5 contains 4207 members 
Mstep: Class 6 contains 9271 members 
Mstep: Class 7 contains 10535 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 590837 members 
Mstep: Class 10 contains 6793 members 
Mstep: Class 11 contains 20730 members 
Mstep: Class 12 contains 4046 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 3364 members 
Mstep: Class 15 contains 7723 members 
Mstep: Class 16 contains 561596 members 
Mstep: Class 17 contains 11126 members 
Mstep: Class 18 contains 6909 members 
Mstep: Class 19 contains 3175 members 
Mstep: Class 20 contains 12415 members 
Mstep: Class 21 contains 6887 members 
Mstep: Class 22 contains 9984 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 5199 members 
Mstep: Class 25 contains 21412 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 12777 members 
Mstep: Class 28 contains 1112 members 
Mstep: Class 29 contains 3720 members 
Mstep: Class 30 contains 13075 members 
Mstep: Class 31 contains 5008 members 
Mstep: Class 32 contains 3379 members 
Mstep: Class 33 contains 2052 members 
Mstep: Class 34 contains 1695 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9325 members 
Mstep: Class 37 contains 922 members 
Mstep: Class 38 contains 4704 members 
Mstep: Class 39 contains 2972 members 
Mstep: Class 40 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385560.000000 Penalty: 25740.931641
Iteration 204Q: 41 clusters Score -5.038556e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 12549 members 
Mstep: Class 3 contains 8845 members 
Mstep: Class 4 contains 2541 members 
Mstep: Class 5 contains 4204 members 
Mstep: Class 6 contains 9268 members 
Mstep: Class 7 contains 10524 members 
Mstep: Class 8 contains 465 members 
Mstep: Class 9 contains 590651 members 
Mstep: Class 10 contains 6792 members 
Mstep: Class 11 contains 20711 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 1049 members 
Mstep: Class 14 contains 3362 members 
Mstep: Class 15 contains 7716 members 
Mstep: Class 16 contains 561255 members 
Mstep: Class 17 contains 11117 members 
Mstep: Class 18 contains 6908 members 
Mstep: Class 19 contains 3172 members 
Mstep: Class 20 contains 12385 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 22 contains 9985 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 5424 members 
Mstep: Class 25 contains 21385 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 12765 members 
Mstep: Class 28 contains 1112 members 
Mstep: Class 29 contains 3720 members 
Mstep: Class 30 contains 13059 members 
Mstep: Class 31 contains 5063 members 
Mstep: Class 32 contains 3380 members 
Mstep: Class 33 contains 2057 members 
Mstep: Class 34 contains 1695 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9347 members 
Mstep: Class 37 contains 924 members 
Mstep: Class 38 contains 4852 members 
Mstep: Class 39 contains 3187 members 
Mstep: Class 40 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385752.000000 Penalty: 25740.931641
Iteration 205Q: 41 clusters Score -5.038575e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 12516 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 2543 members 
Mstep: Class 5 contains 4204 members 
Mstep: Class 6 contains 9263 members 
Mstep: Class 7 contains 10514 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 9 contains 590489 members 
Mstep: Class 10 contains 6797 members 
Mstep: Class 11 contains 20685 members 
Mstep: Class 12 contains 4050 members 
Mstep: Class 13 contains 1049 members 
Mstep: Class 14 contains 3359 members 
Mstep: Class 15 contains 7695 members 
Mstep: Class 16 contains 561006 members 
Mstep: Class 17 contains 11112 members 
Mstep: Class 18 contains 6912 members 
Mstep: Class 19 contains 3172 members 
Mstep: Class 20 contains 12351 members 
Mstep: Class 21 contains 6890 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 5602 members 
Mstep: Class 25 contains 21341 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 12751 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3721 members 
Mstep: Class 30 contains 13033 members 
Mstep: Class 31 contains 5103 members 
Mstep: Class 32 contains 3380 members 
Mstep: Class 33 contains 2061 members 
Mstep: Class 34 contains 1697 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9374 members 
Mstep: Class 37 contains 922 members 
Mstep: Class 38 contains 4978 members 
Mstep: Class 39 contains 3410 members 
Mstep: Class 40 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385804.000000 Penalty: 25740.931641
Iteration 206Q: 41 clusters Score -5.03858e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 12478 members 
Mstep: Class 3 contains 8843 members 
Mstep: Class 4 contains 2546 members 
Mstep: Class 5 contains 4203 members 
Mstep: Class 6 contains 9260 members 
Mstep: Class 7 contains 10509 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 590350 members 
Mstep: Class 10 contains 6797 members 
Mstep: Class 11 contains 20680 members 
Mstep: Class 12 contains 4053 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 3356 members 
Mstep: Class 15 contains 7684 members 
Mstep: Class 16 contains 560773 members 
Mstep: Class 17 contains 11107 members 
Mstep: Class 18 contains 6907 members 
Mstep: Class 19 contains 3171 members 
Mstep: Class 20 contains 12327 members 
Mstep: Class 21 contains 6890 members 
Mstep: Class 22 contains 9983 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 5764 members 
Mstep: Class 25 contains 21312 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 12748 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3721 members 
Mstep: Class 30 contains 13006 members 
Mstep: Class 31 contains 5133 members 
Mstep: Class 32 contains 3382 members 
Mstep: Class 33 contains 2062 members 
Mstep: Class 34 contains 1700 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9398 members 
Mstep: Class 37 contains 923 members 
Mstep: Class 38 contains 5099 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 1196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50385960.000000 Penalty: 25740.931641
Iteration 207Q: 41 clusters Score -5.038596e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 12441 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 2546 members 
Mstep: Class 5 contains 4202 members 
Mstep: Class 6 contains 9255 members 
Mstep: Class 7 contains 10497 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 590236 members 
Mstep: Class 10 contains 6798 members 
Mstep: Class 11 contains 20669 members 
Mstep: Class 12 contains 4055 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 7671 members 
Mstep: Class 16 contains 560596 members 
Mstep: Class 17 contains 11102 members 
Mstep: Class 18 contains 6904 members 
Mstep: Class 19 contains 3170 members 
Mstep: Class 20 contains 12299 members 
Mstep: Class 21 contains 6890 members 
Mstep: Class 22 contains 9982 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 5917 members 
Mstep: Class 25 contains 21296 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 12736 members 
Mstep: Class 28 contains 1116 members 
Mstep: Class 29 contains 3721 members 
Mstep: Class 30 contains 12974 members 
Mstep: Class 31 contains 5163 members 
Mstep: Class 32 contains 3382 members 
Mstep: Class 33 contains 2069 members 
Mstep: Class 34 contains 1704 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9417 members 
Mstep: Class 37 contains 923 members 
Mstep: Class 38 contains 5223 members 
Mstep: Class 39 contains 3702 members 
Mstep: Class 40 contains 1206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386032.000000 Penalty: 25740.931641
Iteration 208Q: 41 clusters Score -5.038603e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 12402 members 
Mstep: Class 3 contains 8866 members 
Mstep: Class 4 contains 2547 members 
Mstep: Class 5 contains 4201 members 
Mstep: Class 6 contains 9249 members 
Mstep: Class 7 contains 10491 members 
Mstep: Class 8 contains 471 members 
Mstep: Class 9 contains 590143 members 
Mstep: Class 10 contains 6798 members 
Mstep: Class 11 contains 20651 members 
Mstep: Class 12 contains 4055 members 
Mstep: Class 13 contains 1046 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 7670 members 
Mstep: Class 16 contains 560419 members 
Mstep: Class 17 contains 11099 members 
Mstep: Class 18 contains 6897 members 
Mstep: Class 19 contains 3169 members 
Mstep: Class 20 contains 12276 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 22 contains 9981 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 6059 members 
Mstep: Class 25 contains 21275 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 12725 members 
Mstep: Class 28 contains 1116 members 
Mstep: Class 29 contains 3722 members 
Mstep: Class 30 contains 12959 members 
Mstep: Class 31 contains 5188 members 
Mstep: Class 32 contains 3381 members 
Mstep: Class 33 contains 2073 members 
Mstep: Class 34 contains 1712 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9435 members 
Mstep: Class 37 contains 923 members 
Mstep: Class 38 contains 5322 members 
Mstep: Class 39 contains 3817 members 
Mstep: Class 40 contains 1213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386096.000000 Penalty: 25740.931641
Iteration 209Q: 41 clusters Score -5.03861e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 12356 members 
Mstep: Class 3 contains 8872 members 
Mstep: Class 4 contains 2549 members 
Mstep: Class 5 contains 4201 members 
Mstep: Class 6 contains 9242 members 
Mstep: Class 7 contains 10483 members 
Mstep: Class 8 contains 472 members 
Mstep: Class 9 contains 590069 members 
Mstep: Class 10 contains 6798 members 
Mstep: Class 11 contains 20636 members 
Mstep: Class 12 contains 4056 members 
Mstep: Class 13 contains 1046 members 
Mstep: Class 14 contains 3357 members 
Mstep: Class 15 contains 7676 members 
Mstep: Class 16 contains 560277 members 
Mstep: Class 17 contains 11101 members 
Mstep: Class 18 contains 6897 members 
Mstep: Class 19 contains 3168 members 
Mstep: Class 20 contains 12253 members 
Mstep: Class 21 contains 6891 members 
Mstep: Class 22 contains 9981 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 6183 members 
Mstep: Class 25 contains 21265 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 12720 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3720 members 
Mstep: Class 30 contains 12952 members 
Mstep: Class 31 contains 5204 members 
Mstep: Class 32 contains 3378 members 
Mstep: Class 33 contains 2081 members 
Mstep: Class 34 contains 1716 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9437 members 
Mstep: Class 37 contains 923 members 
Mstep: Class 38 contains 5401 members 
Mstep: Class 39 contains 3908 members 
Mstep: Class 40 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386204.000000 Penalty: 25740.931641
Iteration 210Q: 41 clusters Score -5.03862e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 12321 members 
Mstep: Class 3 contains 8877 members 
Mstep: Class 4 contains 2550 members 
Mstep: Class 5 contains 4201 members 
Mstep: Class 6 contains 9236 members 
Mstep: Class 7 contains 10481 members 
Mstep: Class 8 contains 473 members 
Mstep: Class 9 contains 590008 members 
Mstep: Class 10 contains 6792 members 
Mstep: Class 11 contains 20626 members 
Mstep: Class 12 contains 4058 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3356 members 
Mstep: Class 15 contains 7677 members 
Mstep: Class 16 contains 560142 members 
Mstep: Class 17 contains 11099 members 
Mstep: Class 18 contains 6900 members 
Mstep: Class 19 contains 3167 members 
Mstep: Class 20 contains 12224 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 22 contains 9981 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 6304 members 
Mstep: Class 25 contains 21255 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 12717 members 
Mstep: Class 28 contains 1118 members 
Mstep: Class 29 contains 3712 members 
Mstep: Class 30 contains 12950 members 
Mstep: Class 31 contains 5229 members 
Mstep: Class 32 contains 3377 members 
Mstep: Class 33 contains 2091 members 
Mstep: Class 34 contains 1721 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9444 members 
Mstep: Class 37 contains 924 members 
Mstep: Class 38 contains 5456 members 
Mstep: Class 39 contains 3989 members 
Mstep: Class 40 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386256.000000 Penalty: 25740.931641
Iteration 211Q: 41 clusters Score -5.038626e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 12290 members 
Mstep: Class 3 contains 8882 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 4201 members 
Mstep: Class 6 contains 9238 members 
Mstep: Class 7 contains 10474 members 
Mstep: Class 8 contains 473 members 
Mstep: Class 9 contains 589962 members 
Mstep: Class 10 contains 6786 members 
Mstep: Class 11 contains 20613 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3354 members 
Mstep: Class 15 contains 7678 members 
Mstep: Class 16 contains 560028 members 
Mstep: Class 17 contains 11093 members 
Mstep: Class 18 contains 6901 members 
Mstep: Class 19 contains 3168 members 
Mstep: Class 20 contains 12190 members 
Mstep: Class 21 contains 6888 members 
Mstep: Class 22 contains 9981 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 6414 members 
Mstep: Class 25 contains 21240 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 12712 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3707 members 
Mstep: Class 30 contains 12943 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 3377 members 
Mstep: Class 33 contains 2095 members 
Mstep: Class 34 contains 1725 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9448 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5512 members 
Mstep: Class 39 contains 4055 members 
Mstep: Class 40 contains 1228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386300.000000 Penalty: 25740.931641
Iteration 212Q: 41 clusters Score -5.03863e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 12269 members 
Mstep: Class 3 contains 8893 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 4198 members 
Mstep: Class 6 contains 9237 members 
Mstep: Class 7 contains 10465 members 
Mstep: Class 8 contains 474 members 
Mstep: Class 9 contains 589930 members 
Mstep: Class 10 contains 6782 members 
Mstep: Class 11 contains 20609 members 
Mstep: Class 12 contains 4059 members 
Mstep: Class 13 contains 1046 members 
Mstep: Class 14 contains 3354 members 
Mstep: Class 15 contains 7676 members 
Mstep: Class 16 contains 559890 members 
Mstep: Class 17 contains 11087 members 
Mstep: Class 18 contains 6901 members 
Mstep: Class 19 contains 3169 members 
Mstep: Class 20 contains 12158 members 
Mstep: Class 21 contains 6888 members 
Mstep: Class 22 contains 9979 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 6518 members 
Mstep: Class 25 contains 21232 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 12707 members 
Mstep: Class 28 contains 1116 members 
Mstep: Class 29 contains 3706 members 
Mstep: Class 30 contains 12943 members 
Mstep: Class 31 contains 5271 members 
Mstep: Class 32 contains 3377 members 
Mstep: Class 33 contains 2099 members 
Mstep: Class 34 contains 1729 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9459 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5559 members 
Mstep: Class 39 contains 4122 members 
Mstep: Class 40 contains 1234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386360.000000 Penalty: 25740.931641
Iteration 213Q: 41 clusters Score -5.038636e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 12245 members 
Mstep: Class 3 contains 8906 members 
Mstep: Class 4 contains 2557 members 
Mstep: Class 5 contains 4198 members 
Mstep: Class 6 contains 9236 members 
Mstep: Class 7 contains 10460 members 
Mstep: Class 8 contains 473 members 
Mstep: Class 9 contains 589901 members 
Mstep: Class 10 contains 6777 members 
Mstep: Class 11 contains 20608 members 
Mstep: Class 12 contains 4059 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 3354 members 
Mstep: Class 15 contains 7675 members 
Mstep: Class 16 contains 559781 members 
Mstep: Class 17 contains 11080 members 
Mstep: Class 18 contains 6902 members 
Mstep: Class 19 contains 3167 members 
Mstep: Class 20 contains 12136 members 
Mstep: Class 21 contains 6888 members 
Mstep: Class 22 contains 9978 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 6607 members 
Mstep: Class 25 contains 21218 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 12702 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3706 members 
Mstep: Class 30 contains 12938 members 
Mstep: Class 31 contains 5280 members 
Mstep: Class 32 contains 3378 members 
Mstep: Class 33 contains 2101 members 
Mstep: Class 34 contains 1734 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9463 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5598 members 
Mstep: Class 39 contains 4181 members 
Mstep: Class 40 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386308.000000 Penalty: 25740.931641
Iteration 214Q: 41 clusters Score -5.038631e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 12224 members 
Mstep: Class 3 contains 8913 members 
Mstep: Class 4 contains 2556 members 
Mstep: Class 5 contains 4198 members 
Mstep: Class 6 contains 9236 members 
Mstep: Class 7 contains 10456 members 
Mstep: Class 8 contains 473 members 
Mstep: Class 9 contains 589876 members 
Mstep: Class 10 contains 6775 members 
Mstep: Class 11 contains 20606 members 
Mstep: Class 12 contains 4059 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 3354 members 
Mstep: Class 15 contains 7677 members 
Mstep: Class 16 contains 559692 members 
Mstep: Class 17 contains 11076 members 
Mstep: Class 18 contains 6902 members 
Mstep: Class 19 contains 3165 members 
Mstep: Class 20 contains 12111 members 
Mstep: Class 21 contains 6888 members 
Mstep: Class 22 contains 9976 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 6686 members 
Mstep: Class 25 contains 21202 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 12698 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3706 members 
Mstep: Class 30 contains 12930 members 
Mstep: Class 31 contains 5301 members 
Mstep: Class 32 contains 3378 members 
Mstep: Class 33 contains 2103 members 
Mstep: Class 34 contains 1739 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9466 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5626 members 
Mstep: Class 39 contains 4232 members 
Mstep: Class 40 contains 1251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386356.000000 Penalty: 25740.931641
Iteration 215Q: 41 clusters Score -5.038636e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 12201 members 
Mstep: Class 3 contains 8929 members 
Mstep: Class 4 contains 2557 members 
Mstep: Class 5 contains 4198 members 
Mstep: Class 6 contains 9239 members 
Mstep: Class 7 contains 10453 members 
Mstep: Class 8 contains 474 members 
Mstep: Class 9 contains 589837 members 
Mstep: Class 10 contains 6777 members 
Mstep: Class 11 contains 20594 members 
Mstep: Class 12 contains 4059 members 
Mstep: Class 13 contains 1046 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 7673 members 
Mstep: Class 16 contains 559647 members 
Mstep: Class 17 contains 11076 members 
Mstep: Class 18 contains 6901 members 
Mstep: Class 19 contains 3164 members 
Mstep: Class 20 contains 12089 members 
Mstep: Class 21 contains 6887 members 
Mstep: Class 22 contains 9975 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 6740 members 
Mstep: Class 25 contains 21191 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 12691 members 
Mstep: Class 28 contains 1118 members 
Mstep: Class 29 contains 3706 members 
Mstep: Class 30 contains 12918 members 
Mstep: Class 31 contains 5322 members 
Mstep: Class 32 contains 3378 members 
Mstep: Class 33 contains 2102 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9465 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5651 members 
Mstep: Class 39 contains 4285 members 
Mstep: Class 40 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386280.000000 Penalty: 25740.931641
Iteration 216Q: 41 clusters Score -5.038628e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 12171 members 
Mstep: Class 3 contains 8933 members 
Mstep: Class 4 contains 2559 members 
Mstep: Class 5 contains 4198 members 
Mstep: Class 6 contains 9239 members 
Mstep: Class 7 contains 10455 members 
Mstep: Class 8 contains 471 members 
Mstep: Class 9 contains 589791 members 
Mstep: Class 10 contains 6779 members 
Mstep: Class 11 contains 20589 members 
Mstep: Class 12 contains 4059 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 7672 members 
Mstep: Class 16 contains 559624 members 
Mstep: Class 17 contains 11076 members 
Mstep: Class 18 contains 6902 members 
Mstep: Class 19 contains 3158 members 
Mstep: Class 20 contains 12070 members 
Mstep: Class 21 contains 6888 members 
Mstep: Class 22 contains 9975 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 6794 members 
Mstep: Class 25 contains 21185 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 12684 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3704 members 
Mstep: Class 30 contains 12905 members 
Mstep: Class 31 contains 5344 members 
Mstep: Class 32 contains 3377 members 
Mstep: Class 33 contains 2105 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9461 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5687 members 
Mstep: Class 39 contains 4318 members 
Mstep: Class 40 contains 1264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386216.000000 Penalty: 25740.931641
Iteration 217Q: 41 clusters Score -5.038622e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 12147 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 2560 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9240 members 
Mstep: Class 7 contains 10454 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 9 contains 589758 members 
Mstep: Class 10 contains 6781 members 
Mstep: Class 11 contains 20589 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 3350 members 
Mstep: Class 15 contains 7671 members 
Mstep: Class 16 contains 559576 members 
Mstep: Class 17 contains 11073 members 
Mstep: Class 18 contains 6903 members 
Mstep: Class 19 contains 3157 members 
Mstep: Class 20 contains 12046 members 
Mstep: Class 21 contains 6887 members 
Mstep: Class 22 contains 9976 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 6851 members 
Mstep: Class 25 contains 21182 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 12682 members 
Mstep: Class 28 contains 1111 members 
Mstep: Class 29 contains 3704 members 
Mstep: Class 30 contains 12897 members 
Mstep: Class 31 contains 5366 members 
Mstep: Class 32 contains 3378 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9458 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5719 members 
Mstep: Class 39 contains 4344 members 
Mstep: Class 40 contains 1271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386240.000000 Penalty: 25740.931641
Iteration 218Q: 41 clusters Score -5.038624e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 12119 members 
Mstep: Class 3 contains 8940 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9239 members 
Mstep: Class 7 contains 10455 members 
Mstep: Class 8 contains 465 members 
Mstep: Class 9 contains 589704 members 
Mstep: Class 10 contains 6780 members 
Mstep: Class 11 contains 20585 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 7668 members 
Mstep: Class 16 contains 559527 members 
Mstep: Class 17 contains 11072 members 
Mstep: Class 18 contains 6905 members 
Mstep: Class 19 contains 3159 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 6888 members 
Mstep: Class 22 contains 9979 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 6916 members 
Mstep: Class 25 contains 21181 members 
Mstep: Class 26 contains 966 members 
Mstep: Class 27 contains 12686 members 
Mstep: Class 28 contains 1112 members 
Mstep: Class 29 contains 3703 members 
Mstep: Class 30 contains 12876 members 
Mstep: Class 31 contains 5389 members 
Mstep: Class 32 contains 3377 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9463 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5747 members 
Mstep: Class 39 contains 4376 members 
Mstep: Class 40 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386272.000000 Penalty: 25740.931641
Iteration 219Q: 41 clusters Score -5.038627e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 12088 members 
Mstep: Class 3 contains 8942 members 
Mstep: Class 4 contains 2564 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 10454 members 
Mstep: Class 8 contains 466 members 
Mstep: Class 9 contains 589673 members 
Mstep: Class 10 contains 6781 members 
Mstep: Class 11 contains 20580 members 
Mstep: Class 12 contains 4062 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 3348 members 
Mstep: Class 15 contains 7668 members 
Mstep: Class 16 contains 559480 members 
Mstep: Class 17 contains 11073 members 
Mstep: Class 18 contains 6909 members 
Mstep: Class 19 contains 3156 members 
Mstep: Class 20 contains 12029 members 
Mstep: Class 21 contains 6887 members 
Mstep: Class 22 contains 9980 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 6975 members 
Mstep: Class 25 contains 21181 members 
Mstep: Class 26 contains 966 members 
Mstep: Class 27 contains 12684 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 3703 members 
Mstep: Class 30 contains 12859 members 
Mstep: Class 31 contains 5403 members 
Mstep: Class 32 contains 3376 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9458 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5766 members 
Mstep: Class 39 contains 4410 members 
Mstep: Class 40 contains 1288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386272.000000 Penalty: 25740.931641
Iteration 220F: 41 clusters Score -5.038627e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 12064 members 
Mstep: Class 3 contains 8944 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9243 members 
Mstep: Class 7 contains 10454 members 
Mstep: Class 8 contains 467 members 
Mstep: Class 9 contains 589642 members 
Mstep: Class 10 contains 6783 members 
Mstep: Class 11 contains 20573 members 
Mstep: Class 12 contains 4063 members 
Mstep: Class 13 contains 1046 members 
Mstep: Class 14 contains 3348 members 
Mstep: Class 15 contains 7668 members 
Mstep: Class 16 contains 559441 members 
Mstep: Class 17 contains 11076 members 
Mstep: Class 18 contains 6910 members 
Mstep: Class 19 contains 3153 members 
Mstep: Class 20 contains 12017 members 
Mstep: Class 21 contains 6886 members 
Mstep: Class 22 contains 9979 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7032 members 
Mstep: Class 25 contains 21185 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 12682 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3702 members 
Mstep: Class 30 contains 12835 members 
Mstep: Class 31 contains 5421 members 
Mstep: Class 32 contains 3376 members 
Mstep: Class 33 contains 2109 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9457 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5782 members 
Mstep: Class 39 contains 4440 members 
Mstep: Class 40 contains 1295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386328.000000 Penalty: 25740.931641
Iteration 221Q: 41 clusters Score -5.038633e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 12030 members 
Mstep: Class 3 contains 8947 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 4200 members 
Mstep: Class 6 contains 9243 members 
Mstep: Class 7 contains 10452 members 
Mstep: Class 8 contains 467 members 
Mstep: Class 9 contains 589631 members 
Mstep: Class 10 contains 6783 members 
Mstep: Class 11 contains 20566 members 
Mstep: Class 12 contains 4063 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 7666 members 
Mstep: Class 16 contains 559413 members 
Mstep: Class 17 contains 11073 members 
Mstep: Class 18 contains 6911 members 
Mstep: Class 19 contains 3151 members 
Mstep: Class 20 contains 12005 members 
Mstep: Class 21 contains 6886 members 
Mstep: Class 22 contains 9978 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7086 members 
Mstep: Class 25 contains 21185 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 12683 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3703 members 
Mstep: Class 30 contains 12807 members 
Mstep: Class 31 contains 5433 members 
Mstep: Class 32 contains 3376 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9464 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5791 members 
Mstep: Class 39 contains 4465 members 
Mstep: Class 40 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386272.000000 Penalty: 25740.931641
Iteration 222Q: 41 clusters Score -5.038627e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 12009 members 
Mstep: Class 3 contains 8954 members 
Mstep: Class 4 contains 2576 members 
Mstep: Class 5 contains 4200 members 
Mstep: Class 6 contains 9243 members 
Mstep: Class 7 contains 10450 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 9 contains 589616 members 
Mstep: Class 10 contains 6783 members 
Mstep: Class 11 contains 20561 members 
Mstep: Class 12 contains 4064 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3348 members 
Mstep: Class 15 contains 7667 members 
Mstep: Class 16 contains 559381 members 
Mstep: Class 17 contains 11072 members 
Mstep: Class 18 contains 6911 members 
Mstep: Class 19 contains 3151 members 
Mstep: Class 20 contains 11994 members 
Mstep: Class 21 contains 6883 members 
Mstep: Class 22 contains 9975 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7127 members 
Mstep: Class 25 contains 21186 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 12688 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3704 members 
Mstep: Class 30 contains 12786 members 
Mstep: Class 31 contains 5445 members 
Mstep: Class 32 contains 3375 members 
Mstep: Class 33 contains 2114 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9470 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5797 members 
Mstep: Class 39 contains 4481 members 
Mstep: Class 40 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386240.000000 Penalty: 25740.931641
Iteration 223Q: 41 clusters Score -5.038624e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11997 members 
Mstep: Class 3 contains 8960 members 
Mstep: Class 4 contains 2580 members 
Mstep: Class 5 contains 4200 members 
Mstep: Class 6 contains 9237 members 
Mstep: Class 7 contains 10449 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 589601 members 
Mstep: Class 10 contains 6785 members 
Mstep: Class 11 contains 20554 members 
Mstep: Class 12 contains 4063 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3348 members 
Mstep: Class 15 contains 7672 members 
Mstep: Class 16 contains 559345 members 
Mstep: Class 17 contains 11070 members 
Mstep: Class 18 contains 6912 members 
Mstep: Class 19 contains 3151 members 
Mstep: Class 20 contains 11989 members 
Mstep: Class 21 contains 6883 members 
Mstep: Class 22 contains 9972 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7155 members 
Mstep: Class 25 contains 21184 members 
Mstep: Class 26 contains 973 members 
Mstep: Class 27 contains 12690 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3703 members 
Mstep: Class 30 contains 12770 members 
Mstep: Class 31 contains 5455 members 
Mstep: Class 32 contains 3374 members 
Mstep: Class 33 contains 2117 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9479 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5806 members 
Mstep: Class 39 contains 4500 members 
Mstep: Class 40 contains 1319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386300.000000 Penalty: 25740.931641
Iteration 224Q: 41 clusters Score -5.03863e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11981 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 4200 members 
Mstep: Class 6 contains 9236 members 
Mstep: Class 7 contains 10450 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 589592 members 
Mstep: Class 10 contains 6786 members 
Mstep: Class 11 contains 20550 members 
Mstep: Class 12 contains 4062 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3348 members 
Mstep: Class 15 contains 7674 members 
Mstep: Class 16 contains 559311 members 
Mstep: Class 17 contains 11067 members 
Mstep: Class 18 contains 6912 members 
Mstep: Class 19 contains 3151 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 6883 members 
Mstep: Class 22 contains 9971 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7194 members 
Mstep: Class 25 contains 21179 members 
Mstep: Class 26 contains 974 members 
Mstep: Class 27 contains 12695 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3702 members 
Mstep: Class 30 contains 12759 members 
Mstep: Class 31 contains 5461 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2121 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9477 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5810 members 
Mstep: Class 39 contains 4525 members 
Mstep: Class 40 contains 1328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386304.000000 Penalty: 25740.931641
Iteration 225Q: 41 clusters Score -5.03863e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11953 members 
Mstep: Class 3 contains 8961 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 4200 members 
Mstep: Class 6 contains 9236 members 
Mstep: Class 7 contains 10450 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 589581 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 20554 members 
Mstep: Class 12 contains 4062 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3348 members 
Mstep: Class 15 contains 7674 members 
Mstep: Class 16 contains 559277 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 6910 members 
Mstep: Class 19 contains 3151 members 
Mstep: Class 20 contains 11974 members 
Mstep: Class 21 contains 6882 members 
Mstep: Class 22 contains 9969 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7227 members 
Mstep: Class 25 contains 21176 members 
Mstep: Class 26 contains 977 members 
Mstep: Class 27 contains 12698 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3702 members 
Mstep: Class 30 contains 12751 members 
Mstep: Class 31 contains 5473 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9478 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5813 members 
Mstep: Class 39 contains 4551 members 
Mstep: Class 40 contains 1337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386236.000000 Penalty: 25740.931641
Iteration 226Q: 41 clusters Score -5.038624e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11928 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2581 members 
Mstep: Class 5 contains 4200 members 
Mstep: Class 6 contains 9237 members 
Mstep: Class 7 contains 10451 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 589574 members 
Mstep: Class 10 contains 6786 members 
Mstep: Class 11 contains 20551 members 
Mstep: Class 12 contains 4063 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7678 members 
Mstep: Class 16 contains 559256 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 6913 members 
Mstep: Class 19 contains 3151 members 
Mstep: Class 20 contains 11964 members 
Mstep: Class 21 contains 6882 members 
Mstep: Class 22 contains 9966 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7247 members 
Mstep: Class 25 contains 21173 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 12699 members 
Mstep: Class 28 contains 1120 members 
Mstep: Class 29 contains 3702 members 
Mstep: Class 30 contains 12740 members 
Mstep: Class 31 contains 5474 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9478 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5814 members 
Mstep: Class 39 contains 4581 members 
Mstep: Class 40 contains 1347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386208.000000 Penalty: 25740.931641
Iteration 227Q: 41 clusters Score -5.038621e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11910 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 4200 members 
Mstep: Class 6 contains 9237 members 
Mstep: Class 7 contains 10450 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 589575 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 20557 members 
Mstep: Class 12 contains 4064 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7679 members 
Mstep: Class 16 contains 559239 members 
Mstep: Class 17 contains 11065 members 
Mstep: Class 18 contains 6914 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 11958 members 
Mstep: Class 21 contains 6881 members 
Mstep: Class 22 contains 9962 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7267 members 
Mstep: Class 25 contains 21175 members 
Mstep: Class 26 contains 988 members 
Mstep: Class 27 contains 12700 members 
Mstep: Class 28 contains 1122 members 
Mstep: Class 29 contains 3702 members 
Mstep: Class 30 contains 12728 members 
Mstep: Class 31 contains 5476 members 
Mstep: Class 32 contains 3372 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9472 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5814 members 
Mstep: Class 39 contains 4595 members 
Mstep: Class 40 contains 1355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386292.000000 Penalty: 25740.931641
Iteration 228Q: 41 clusters Score -5.038629e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11887 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2584 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9237 members 
Mstep: Class 7 contains 10449 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 589571 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 20558 members 
Mstep: Class 12 contains 4063 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7677 members 
Mstep: Class 16 contains 559227 members 
Mstep: Class 17 contains 11066 members 
Mstep: Class 18 contains 6916 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 11955 members 
Mstep: Class 21 contains 6881 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7285 members 
Mstep: Class 25 contains 21172 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12700 members 
Mstep: Class 28 contains 1122 members 
Mstep: Class 29 contains 3702 members 
Mstep: Class 30 contains 12724 members 
Mstep: Class 31 contains 5479 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9467 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5817 members 
Mstep: Class 39 contains 4615 members 
Mstep: Class 40 contains 1364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386248.000000 Penalty: 25740.931641
Iteration 229Q: 41 clusters Score -5.038625e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11871 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2583 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9237 members 
Mstep: Class 7 contains 10448 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 589566 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 20563 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7674 members 
Mstep: Class 16 contains 559219 members 
Mstep: Class 17 contains 11067 members 
Mstep: Class 18 contains 6915 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 11952 members 
Mstep: Class 21 contains 6880 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7302 members 
Mstep: Class 25 contains 21170 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12702 members 
Mstep: Class 28 contains 1122 members 
Mstep: Class 29 contains 3702 members 
Mstep: Class 30 contains 12725 members 
Mstep: Class 31 contains 5480 members 
Mstep: Class 32 contains 3374 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9461 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5817 members 
Mstep: Class 39 contains 4628 members 
Mstep: Class 40 contains 1372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386296.000000 Penalty: 25740.931641
Iteration 230Q: 41 clusters Score -5.03863e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11852 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9237 members 
Mstep: Class 7 contains 10447 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 589563 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 20562 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7672 members 
Mstep: Class 16 contains 559221 members 
Mstep: Class 17 contains 11065 members 
Mstep: Class 18 contains 6918 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 11949 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7318 members 
Mstep: Class 25 contains 21167 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12700 members 
Mstep: Class 28 contains 1122 members 
Mstep: Class 29 contains 3702 members 
Mstep: Class 30 contains 12722 members 
Mstep: Class 31 contains 5483 members 
Mstep: Class 32 contains 3375 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9460 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5819 members 
Mstep: Class 39 contains 4639 members 
Mstep: Class 40 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386272.000000 Penalty: 25740.931641
Iteration 231Q: 41 clusters Score -5.038627e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11834 members 
Mstep: Class 3 contains 8963 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9236 members 
Mstep: Class 7 contains 10447 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 589560 members 
Mstep: Class 10 contains 6785 members 
Mstep: Class 11 contains 20562 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7669 members 
Mstep: Class 16 contains 559231 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 6918 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 11945 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7327 members 
Mstep: Class 25 contains 21160 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12700 members 
Mstep: Class 28 contains 1123 members 
Mstep: Class 29 contains 3703 members 
Mstep: Class 30 contains 12722 members 
Mstep: Class 31 contains 5486 members 
Mstep: Class 32 contains 3375 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 1742 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9456 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5824 members 
Mstep: Class 39 contains 4652 members 
Mstep: Class 40 contains 1377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386268.000000 Penalty: 25740.931641
Iteration 232Q: 41 clusters Score -5.038627e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 589560 members 
Mstep: Class 10 contains 6784 members 
Mstep: Class 11 contains 20562 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7669 members 
Mstep: Class 16 contains 559227 members 
Mstep: Class 17 contains 11060 members 
Mstep: Class 18 contains 6922 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 11944 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7340 members 
Mstep: Class 25 contains 21157 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12698 members 
Mstep: Class 28 contains 1127 members 
Mstep: Class 29 contains 3704 members 
Mstep: Class 30 contains 12722 members 
Mstep: Class 31 contains 5488 members 
Mstep: Class 32 contains 3375 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 1741 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9457 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5824 members 
Mstep: Class 39 contains 4666 members 
Mstep: Class 40 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386272.000000 Penalty: 25740.931641
Iteration 233Q: 41 clusters Score -5.038627e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11797 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 589564 members 
Mstep: Class 10 contains 6784 members 
Mstep: Class 11 contains 20561 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7665 members 
Mstep: Class 16 contains 559230 members 
Mstep: Class 17 contains 11057 members 
Mstep: Class 18 contains 6922 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 11943 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7351 members 
Mstep: Class 25 contains 21155 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12697 members 
Mstep: Class 28 contains 1128 members 
Mstep: Class 29 contains 3704 members 
Mstep: Class 30 contains 12718 members 
Mstep: Class 31 contains 5489 members 
Mstep: Class 32 contains 3375 members 
Mstep: Class 33 contains 2126 members 
Mstep: Class 34 contains 1742 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9454 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5824 members 
Mstep: Class 39 contains 4675 members 
Mstep: Class 40 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386260.000000 Penalty: 25740.931641
Iteration 234Q: 41 clusters Score -5.038626e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 10445 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 589565 members 
Mstep: Class 10 contains 6782 members 
Mstep: Class 11 contains 20559 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559238 members 
Mstep: Class 17 contains 11056 members 
Mstep: Class 18 contains 6923 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 11941 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7358 members 
Mstep: Class 25 contains 21154 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12696 members 
Mstep: Class 28 contains 1130 members 
Mstep: Class 29 contains 3704 members 
Mstep: Class 30 contains 12716 members 
Mstep: Class 31 contains 5490 members 
Mstep: Class 32 contains 3375 members 
Mstep: Class 33 contains 2126 members 
Mstep: Class 34 contains 1742 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9453 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5824 members 
Mstep: Class 39 contains 4683 members 
Mstep: Class 40 contains 1382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386288.000000 Penalty: 25740.931641
Iteration 235Q: 41 clusters Score -5.038629e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11769 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2583 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 10445 members 
Mstep: Class 8 contains 472 members 
Mstep: Class 9 contains 589569 members 
Mstep: Class 10 contains 6780 members 
Mstep: Class 11 contains 20557 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559236 members 
Mstep: Class 17 contains 11052 members 
Mstep: Class 18 contains 6922 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 11938 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7366 members 
Mstep: Class 25 contains 21155 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12697 members 
Mstep: Class 28 contains 1131 members 
Mstep: Class 29 contains 3704 members 
Mstep: Class 30 contains 12711 members 
Mstep: Class 31 contains 5493 members 
Mstep: Class 32 contains 3375 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 1742 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9451 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5824 members 
Mstep: Class 39 contains 4692 members 
Mstep: Class 40 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386264.000000 Penalty: 25740.931641
Iteration 236Q: 41 clusters Score -5.038626e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11757 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2583 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 10445 members 
Mstep: Class 8 contains 473 members 
Mstep: Class 9 contains 589568 members 
Mstep: Class 10 contains 6776 members 
Mstep: Class 11 contains 20557 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7662 members 
Mstep: Class 16 contains 559241 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 6918 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 11937 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7373 members 
Mstep: Class 25 contains 21150 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12696 members 
Mstep: Class 28 contains 1134 members 
Mstep: Class 29 contains 3704 members 
Mstep: Class 30 contains 12706 members 
Mstep: Class 31 contains 5496 members 
Mstep: Class 32 contains 3375 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 1742 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9447 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5824 members 
Mstep: Class 39 contains 4705 members 
Mstep: Class 40 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386252.000000 Penalty: 25740.931641
Iteration 237Q: 41 clusters Score -5.038625e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11751 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2583 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 10445 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589563 members 
Mstep: Class 10 contains 6773 members 
Mstep: Class 11 contains 20558 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559231 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 6917 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 11937 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7380 members 
Mstep: Class 25 contains 21148 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12696 members 
Mstep: Class 28 contains 1134 members 
Mstep: Class 29 contains 3704 members 
Mstep: Class 30 contains 12699 members 
Mstep: Class 31 contains 5498 members 
Mstep: Class 32 contains 3375 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 1743 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9448 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 5823 members 
Mstep: Class 39 contains 4722 members 
Mstep: Class 40 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386232.000000 Penalty: 25740.931641
Iteration 238Q: 41 clusters Score -5.038623e+07 nChanged 76
Entering ConstructFrom: 
Score: -50386232.000000 Penalty: 25740.931641
Entering ConstructFrom: 
Trying to split cluster 1 (1694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Entering Unmasked Estep 
Score: -54025.378906 Penalty: 338.285583
	Iteration 0F: 2 clusters Score -54025.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -52788.859375 Penalty: 676.571167
	Iteration 0F: 3 clusters Score -52788.86 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -53245.160156 Penalty: 676.571167
	Iteration 1F: 3 clusters Score -53245.16 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -53312.238281 Penalty: 676.571167
	Iteration 2F: 3 clusters Score -53312.24 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -53365.007812 Penalty: 676.571167
	Iteration 3Q: 3 clusters Score -53365.01 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -53405.968750 Penalty: 676.571167
	Iteration 4Q: 3 clusters Score -53405.97 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -53446.109375 Penalty: 676.571167
	Iteration 5Q: 3 clusters Score -53446.11 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -53480.941406 Penalty: 676.571167
	Iteration 6Q: 3 clusters Score -53480.94 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -53506.066406 Penalty: 676.571167
	Iteration 7Q: 3 clusters Score -53506.07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -53529.312500 Penalty: 676.571167
	Iteration 8Q: 3 clusters Score -53529.31 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -53561.851562 Penalty: 676.571167
	Iteration 9Q: 3 clusters Score -53561.85 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -53587.191406 Penalty: 676.571167
	Iteration 10Q: 3 clusters Score -53587.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -53615.640625 Penalty: 676.571167
	Iteration 11Q: 3 clusters Score -53615.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -53634.832031 Penalty: 676.571167
	Iteration 12Q: 3 clusters Score -53634.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -53650.281250 Penalty: 676.571167
	Iteration 13Q: 3 clusters Score -53650.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -53661.929688 Penalty: 676.571167
	Iteration 14Q: 3 clusters Score -53661.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -53667.457031 Penalty: 676.571167
	Iteration 15Q: 3 clusters Score -53667.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -53670.128906 Penalty: 676.571167
	Iteration 16Q: 3 clusters Score -53670.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -53673.343750 Penalty: 676.571167
	Iteration 17Q: 3 clusters Score -53673.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -53676.996094 Penalty: 676.571167
	Iteration 18Q: 3 clusters Score -53677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -53681.906250 Penalty: 676.571167
	Iteration 19Q: 3 clusters Score -53681.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -53689.742188 Penalty: 676.571167
	Iteration 20F: 3 clusters Score -53689.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -53711.230469 Penalty: 676.571167
	Iteration 21Q: 3 clusters Score -53711.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -53735.089844 Penalty: 676.571167
	Iteration 22Q: 3 clusters Score -53735.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -53750.550781 Penalty: 676.571167
	Iteration 23Q: 3 clusters Score -53750.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -53757.644531 Penalty: 676.571167
	Iteration 24Q: 3 clusters Score -53757.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -53764.113281 Penalty: 676.571167
	Iteration 25Q: 3 clusters Score -53764.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -53769.617188 Penalty: 676.571167
	Iteration 26Q: 3 clusters Score -53769.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -53777.351562 Penalty: 676.571167
	Iteration 27Q: 3 clusters Score -53777.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -53784.167969 Penalty: 676.571167
	Iteration 28Q: 3 clusters Score -53784.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -53795.699219 Penalty: 676.571167
	Iteration 29Q: 3 clusters Score -53795.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -53809.121094 Penalty: 676.571167
	Iteration 30Q: 3 clusters Score -53809.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -53822.148438 Penalty: 676.571167
	Iteration 31Q: 3 clusters Score -53822.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -53832.027344 Penalty: 676.571167
	Iteration 32Q: 3 clusters Score -53832.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -53847.839844 Penalty: 676.571167
	Iteration 33Q: 3 clusters Score -53847.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -53861.679688 Penalty: 676.571167
	Iteration 34Q: 3 clusters Score -53861.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -53870.925781 Penalty: 676.571167
	Iteration 35Q: 3 clusters Score -53870.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -53875.093750 Penalty: 676.571167
	Iteration 36Q: 3 clusters Score -53875.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -53879.062500 Penalty: 676.571167
	Iteration 37Q: 3 clusters Score -53879.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -53880.433594 Penalty: 676.571167
	Iteration 38Q: 3 clusters Score -53880.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -53883.843750 Penalty: 676.571167
	Iteration 39Q: 3 clusters Score -53883.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -53890.027344 Penalty: 676.571167
	Iteration 40F: 3 clusters Score -53890.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -53893.039062 Penalty: 676.571167
	Iteration 41Q: 3 clusters Score -53893.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -53893.464844 Penalty: 676.571167
	Iteration 42Q: 3 clusters Score -53893.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -53894.156250 Penalty: 676.571167
	Iteration 43Q: 3 clusters Score -53894.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -53894.605469 Penalty: 676.571167
	Iteration 44Q: 3 clusters Score -53894.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -53894.753906 Penalty: 676.571167
	Iteration 45Q: 3 clusters Score -53894.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -53895.066406 Penalty: 676.571167
	Iteration 46Q: 3 clusters Score -53895.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -53895.066406 Penalty: 676.571167
	Iteration 47F: 3 clusters Score -53895.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Entering Unmasked Estep 
Score: -437844.781250 Penalty: 426.377228
	Iteration 0F: 2 clusters Score -437844.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -429942.937500 Penalty: 852.754456
	Iteration 0F: 3 clusters Score -429942.9 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -433066.843750 Penalty: 852.754456
	Iteration 1F: 3 clusters Score -433066.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -433276.625000 Penalty: 852.754456
	Iteration 2F: 3 clusters Score -433276.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -433556.187500 Penalty: 852.754456
	Iteration 3F: 3 clusters Score -433556.2 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -433956.656250 Penalty: 852.754456
	Iteration 4F: 3 clusters Score -433956.7 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -434553.000000 Penalty: 852.754456
	Iteration 5F: 3 clusters Score -434553 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -435372.437500 Penalty: 852.754456
	Iteration 6F: 3 clusters Score -435372.4 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -436195.875000 Penalty: 852.754456
	Iteration 7F: 3 clusters Score -436195.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -436816.656250 Penalty: 852.754456
	Iteration 8F: 3 clusters Score -436816.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -437194.281250 Penalty: 852.754456
	Iteration 9Q: 3 clusters Score -437194.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -437355.156250 Penalty: 852.754456
	Iteration 10Q: 3 clusters Score -437355.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -437412.875000 Penalty: 852.754456
	Iteration 11Q: 3 clusters Score -437412.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -437435.218750 Penalty: 852.754456
	Iteration 12Q: 3 clusters Score -437435.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -437449.312500 Penalty: 852.754456
	Iteration 13Q: 3 clusters Score -437449.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -437459.812500 Penalty: 852.754456
	Iteration 14Q: 3 clusters Score -437459.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -437460.468750 Penalty: 852.754456
	Iteration 15Q: 3 clusters Score -437460.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -437461.343750 Penalty: 852.754456
	Iteration 16Q: 3 clusters Score -437461.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -437462.875000 Penalty: 852.754456
	Iteration 17Q: 3 clusters Score -437462.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -437463.187500 Penalty: 852.754456
	Iteration 18Q: 3 clusters Score -437463.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -437463.875000 Penalty: 852.754456
	Iteration 19Q: 3 clusters Score -437463.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -437464.937500 Penalty: 852.754456
	Iteration 20F: 3 clusters Score -437464.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -437467.500000 Penalty: 852.754456
	Iteration 21Q: 3 clusters Score -437467.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -437467.343750 Penalty: 852.754456
	Iteration 22Q: 3 clusters Score -437467.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -437468.312500 Penalty: 852.754456
	Iteration 23Q: 3 clusters Score -437468.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -437471.875000 Penalty: 852.754456
	Iteration 24Q: 3 clusters Score -437471.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -437473.093750 Penalty: 852.754456
	Iteration 25Q: 3 clusters Score -437473.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -437473.343750 Penalty: 852.754456
	Iteration 26Q: 3 clusters Score -437473.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -437473.343750 Penalty: 852.754456
	Iteration 27F: 3 clusters Score -437473.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Entering Unmasked Estep 
Score: -325380.718750 Penalty: 414.084076
	Iteration 0F: 2 clusters Score -325380.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -319481.625000 Penalty: 828.168152
	Iteration 0F: 3 clusters Score -319481.6 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -321882.750000 Penalty: 828.168152
	Iteration 1F: 3 clusters Score -321882.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -322265.343750 Penalty: 828.168152
	Iteration 2F: 3 clusters Score -322265.3 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -322815.656250 Penalty: 828.168152
	Iteration 3F: 3 clusters Score -322815.7 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -323469.625000 Penalty: 828.168152
	Iteration 4F: 3 clusters Score -323469.6 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -324044.687500 Penalty: 828.168152
	Iteration 5F: 3 clusters Score -324044.7 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -324485.062500 Penalty: 828.168152
	Iteration 6F: 3 clusters Score -324485.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -324764.562500 Penalty: 828.168152
	Iteration 7Q: 3 clusters Score -324764.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -324978.125000 Penalty: 828.168152
	Iteration 8Q: 3 clusters Score -324978.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -325066.812500 Penalty: 828.168152
	Iteration 9Q: 3 clusters Score -325066.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -325115.625000 Penalty: 828.168152
	Iteration 10Q: 3 clusters Score -325115.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -325146.281250 Penalty: 828.168152
	Iteration 11Q: 3 clusters Score -325146.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -325166.562500 Penalty: 828.168152
	Iteration 12Q: 3 clusters Score -325166.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -325183.687500 Penalty: 828.168152
	Iteration 13Q: 3 clusters Score -325183.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -325197.000000 Penalty: 828.168152
	Iteration 14Q: 3 clusters Score -325197 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -325205.187500 Penalty: 828.168152
	Iteration 15Q: 3 clusters Score -325205.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -325215.000000 Penalty: 828.168152
	Iteration 16Q: 3 clusters Score -325215 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -325230.343750 Penalty: 828.168152
	Iteration 17Q: 3 clusters Score -325230.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -325249.718750 Penalty: 828.168152
	Iteration 18Q: 3 clusters Score -325249.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -325275.031250 Penalty: 828.168152
	Iteration 19Q: 3 clusters Score -325275 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -325293.093750 Penalty: 828.168152
	Iteration 20F: 3 clusters Score -325293.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -325303.312500 Penalty: 828.168152
	Iteration 21Q: 3 clusters Score -325303.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -325312.500000 Penalty: 828.168152
	Iteration 22Q: 3 clusters Score -325312.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -325323.781250 Penalty: 828.168152
	Iteration 23Q: 3 clusters Score -325323.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -325334.750000 Penalty: 828.168152
	Iteration 24Q: 3 clusters Score -325334.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -325348.656250 Penalty: 828.168152
	Iteration 25Q: 3 clusters Score -325348.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -325353.968750 Penalty: 828.168152
	Iteration 26Q: 3 clusters Score -325354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -325356.812500 Penalty: 828.168152
	Iteration 27Q: 3 clusters Score -325356.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -325360.562500 Penalty: 828.168152
	Iteration 28Q: 3 clusters Score -325360.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -325361.000000 Penalty: 828.168152
	Iteration 29Q: 3 clusters Score -325361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -325361.968750 Penalty: 828.168152
	Iteration 30Q: 3 clusters Score -325362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -325363.593750 Penalty: 828.168152
	Iteration 31Q: 3 clusters Score -325363.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -325365.437500 Penalty: 828.168152
	Iteration 32Q: 3 clusters Score -325365.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -325366.156250 Penalty: 828.168152
	Iteration 33Q: 3 clusters Score -325366.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -325367.062500 Penalty: 828.168152
	Iteration 34Q: 3 clusters Score -325367.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -325366.750000 Penalty: 828.168152
	Iteration 35Q: 3 clusters Score -325366.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -325368.218750 Penalty: 828.168152
	Iteration 36Q: 3 clusters Score -325368.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -325368.437500 Penalty: 828.168152
	Iteration 37Q: 3 clusters Score -325368.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -325369.250000 Penalty: 828.168152
	Iteration 38Q: 3 clusters Score -325369.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -325369.468750 Penalty: 828.168152
	Iteration 39Q: 3 clusters Score -325369.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -325370.468750 Penalty: 828.168152
	Iteration 40F: 3 clusters Score -325370.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -325370.531250 Penalty: 828.168152
	Iteration 41Q: 3 clusters Score -325370.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -325370.718750 Penalty: 828.168152
	Iteration 42Q: 3 clusters Score -325370.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -325371.625000 Penalty: 828.168152
	Iteration 43Q: 3 clusters Score -325371.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -325373.125000 Penalty: 828.168152
	Iteration 44Q: 3 clusters Score -325373.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -325375.437500 Penalty: 828.168152
	Iteration 45Q: 3 clusters Score -325375.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -325375.625000 Penalty: 828.168152
	Iteration 46Q: 3 clusters Score -325375.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -325375.718750 Penalty: 828.168152
	Iteration 47Q: 3 clusters Score -325375.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -325375.875000 Penalty: 828.168152
	Iteration 48Q: 3 clusters Score -325375.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -325376.375000 Penalty: 828.168152
	Iteration 49Q: 3 clusters Score -325376.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -325376.281250 Penalty: 828.168152
	Iteration 50Q: 3 clusters Score -325376.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -325376.437500 Penalty: 828.168152
	Iteration 51Q: 3 clusters Score -325376.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -325378.218750 Penalty: 828.168152
	Iteration 52Q: 3 clusters Score -325378.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -325378.468750 Penalty: 828.168152
	Iteration 53Q: 3 clusters Score -325378.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -325378.687500 Penalty: 828.168152
	Iteration 54Q: 3 clusters Score -325378.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -325379.625000 Penalty: 828.168152
	Iteration 55Q: 3 clusters Score -325379.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -325381.781250 Penalty: 828.168152
	Iteration 56Q: 3 clusters Score -325381.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -325381.812500 Penalty: 828.168152
	Iteration 57Q: 3 clusters Score -325381.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -325382.625000 Penalty: 828.168152
	Iteration 58Q: 3 clusters Score -325382.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -325382.406250 Penalty: 828.168152
	Iteration 59Q: 3 clusters Score -325382.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -325382.343750 Penalty: 828.168152
	Iteration 60F: 3 clusters Score -325382.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11742 members 
Mstep: Class 3 contains 7994 members 
Mstep: Class 4 contains 2583 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 10445 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 9 contains 589564 members 
Mstep: Class 10 contains 6771 members 
Mstep: Class 11 contains 20557 members 
Mstep: Class 12 contains 4059 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559223 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 6915 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 11936 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7390 members 
Mstep: Class 25 contains 21147 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12697 members 
Mstep: Class 28 contains 1134 members 
Mstep: Class 29 contains 3704 members 
Mstep: Class 30 contains 12694 members 
Mstep: Class 31 contains 5502 members 
Mstep: Class 32 contains 3375 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 1745 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9448 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 5823 members 
Mstep: Class 39 contains 4731 members 
Mstep: Class 40 contains 1396 members 
Mstep: Class 41 contains 968 members 
Entering Unmasked Estep 
Score: -50386060.000000 Penalty: 26384.455078
Splitting cluster 3 changes total score from -50386232.000000 to -50386060.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -91170.421875 Penalty: 357.480164
	Iteration 0F: 2 clusters Score -91170.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -89328.054688 Penalty: 714.960327
	Iteration 0F: 3 clusters Score -89328.05 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -89961.343750 Penalty: 714.960327
	Iteration 1F: 3 clusters Score -89961.34 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -90060.679688 Penalty: 714.960327
	Iteration 2F: 3 clusters Score -90060.68 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -90148.640625 Penalty: 714.960327
	Iteration 3F: 3 clusters Score -90148.64 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -90233.882812 Penalty: 714.960327
	Iteration 4F: 3 clusters Score -90233.88 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -90313.304688 Penalty: 714.960327
	Iteration 5F: 3 clusters Score -90313.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -90394.859375 Penalty: 714.960327
	Iteration 6Q: 3 clusters Score -90394.86 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -90480.523438 Penalty: 714.960327
	Iteration 7Q: 3 clusters Score -90480.52 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -90557.492188 Penalty: 714.960327
	Iteration 8Q: 3 clusters Score -90557.49 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -90607.359375 Penalty: 714.960327
	Iteration 9Q: 3 clusters Score -90607.36 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -90642.468750 Penalty: 714.960327
	Iteration 10Q: 3 clusters Score -90642.47 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -90682.664062 Penalty: 714.960327
	Iteration 11Q: 3 clusters Score -90682.66 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -90721.507812 Penalty: 714.960327
	Iteration 12Q: 3 clusters Score -90721.51 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -90748.039062 Penalty: 714.960327
	Iteration 13Q: 3 clusters Score -90748.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -90766.914062 Penalty: 714.960327
	Iteration 14Q: 3 clusters Score -90766.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -90781.742188 Penalty: 714.960327
	Iteration 15Q: 3 clusters Score -90781.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -90794.046875 Penalty: 714.960327
	Iteration 16Q: 3 clusters Score -90794.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -90801.289062 Penalty: 714.960327
	Iteration 17Q: 3 clusters Score -90801.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -90814.929688 Penalty: 714.960327
	Iteration 18Q: 3 clusters Score -90814.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -90842.773438 Penalty: 714.960327
	Iteration 19Q: 3 clusters Score -90842.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -90864.515625 Penalty: 714.960327
	Iteration 20F: 3 clusters Score -90864.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -90879.757812 Penalty: 714.960327
	Iteration 21Q: 3 clusters Score -90879.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -90884.453125 Penalty: 714.960327
	Iteration 22Q: 3 clusters Score -90884.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -90889.304688 Penalty: 714.960327
	Iteration 23Q: 3 clusters Score -90889.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -90890.929688 Penalty: 714.960327
	Iteration 24Q: 3 clusters Score -90890.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -90893.406250 Penalty: 714.960327
	Iteration 25Q: 3 clusters Score -90893.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -90893.843750 Penalty: 714.960327
	Iteration 26Q: 3 clusters Score -90893.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -90894.601562 Penalty: 714.960327
	Iteration 27Q: 3 clusters Score -90894.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -90894.835938 Penalty: 714.960327
	Iteration 28Q: 3 clusters Score -90894.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -90895.125000 Penalty: 714.960327
	Iteration 29Q: 3 clusters Score -90895.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -90896.531250 Penalty: 714.960327
	Iteration 30Q: 3 clusters Score -90896.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -90896.453125 Penalty: 714.960327
	Iteration 31Q: 3 clusters Score -90896.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -90896.453125 Penalty: 714.960327
	Iteration 32F: 3 clusters Score -90896.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Entering Unmasked Estep 
Score: -148690.109375 Penalty: 379.588379
	Iteration 0F: 2 clusters Score -148690.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -145836.890625 Penalty: 759.176758
	Iteration 0F: 3 clusters Score -145836.9 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -146827.843750 Penalty: 759.176758
	Iteration 1F: 3 clusters Score -146827.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -146908.093750 Penalty: 759.176758
	Iteration 2F: 3 clusters Score -146908.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -146978.843750 Penalty: 759.176758
	Iteration 3Q: 3 clusters Score -146978.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -147043.593750 Penalty: 759.176758
	Iteration 4Q: 3 clusters Score -147043.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -147105.781250 Penalty: 759.176758
	Iteration 5Q: 3 clusters Score -147105.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -147163.546875 Penalty: 759.176758
	Iteration 6Q: 3 clusters Score -147163.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -147249.546875 Penalty: 759.176758
	Iteration 7Q: 3 clusters Score -147249.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -147378.875000 Penalty: 759.176758
	Iteration 8F: 3 clusters Score -147378.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -147552.500000 Penalty: 759.176758
	Iteration 9F: 3 clusters Score -147552.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -147764.484375 Penalty: 759.176758
	Iteration 10F: 3 clusters Score -147764.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -147946.562500 Penalty: 759.176758
	Iteration 11F: 3 clusters Score -147946.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -148085.093750 Penalty: 759.176758
	Iteration 12Q: 3 clusters Score -148085.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -148165.718750 Penalty: 759.176758
	Iteration 13Q: 3 clusters Score -148165.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -148210.906250 Penalty: 759.176758
	Iteration 14Q: 3 clusters Score -148210.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -148252.734375 Penalty: 759.176758
	Iteration 15Q: 3 clusters Score -148252.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -148278.093750 Penalty: 759.176758
	Iteration 16Q: 3 clusters Score -148278.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -148299.421875 Penalty: 759.176758
	Iteration 17Q: 3 clusters Score -148299.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -148317.968750 Penalty: 759.176758
	Iteration 18Q: 3 clusters Score -148318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -148330.937500 Penalty: 759.176758
	Iteration 19Q: 3 clusters Score -148330.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -148348.515625 Penalty: 759.176758
	Iteration 20F: 3 clusters Score -148348.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -148355.734375 Penalty: 759.176758
	Iteration 21Q: 3 clusters Score -148355.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -148366.062500 Penalty: 759.176758
	Iteration 22Q: 3 clusters Score -148366.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -148370.546875 Penalty: 759.176758
	Iteration 23Q: 3 clusters Score -148370.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -148372.781250 Penalty: 759.176758
	Iteration 24Q: 3 clusters Score -148372.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -148378.406250 Penalty: 759.176758
	Iteration 25Q: 3 clusters Score -148378.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -148383.859375 Penalty: 759.176758
	Iteration 26Q: 3 clusters Score -148383.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -148390.609375 Penalty: 759.176758
	Iteration 27Q: 3 clusters Score -148390.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -148393.625000 Penalty: 759.176758
	Iteration 28Q: 3 clusters Score -148393.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -148397.265625 Penalty: 759.176758
	Iteration 29Q: 3 clusters Score -148397.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -148397.828125 Penalty: 759.176758
	Iteration 30Q: 3 clusters Score -148397.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -148397.828125 Penalty: 759.176758
	Iteration 31F: 3 clusters Score -148397.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Entering Unmasked Estep 
Score: -328332.625000 Penalty: 415.449371
	Iteration 0F: 2 clusters Score -328332.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -322105.562500 Penalty: 830.898743
	Iteration 0F: 3 clusters Score -322105.6 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -325022.812500 Penalty: 830.898743
	Iteration 1F: 3 clusters Score -325022.8 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -325513.218750 Penalty: 830.898743
	Iteration 2F: 3 clusters Score -325513.2 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -325894.312500 Penalty: 830.898743
	Iteration 3F: 3 clusters Score -325894.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -326131.000000 Penalty: 830.898743
	Iteration 4F: 3 clusters Score -326131 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -326304.156250 Penalty: 830.898743
	Iteration 5Q: 3 clusters Score -326304.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -326463.625000 Penalty: 830.898743
	Iteration 6Q: 3 clusters Score -326463.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -326624.843750 Penalty: 830.898743
	Iteration 7Q: 3 clusters Score -326624.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -326784.968750 Penalty: 830.898743
	Iteration 8Q: 3 clusters Score -326785 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -326929.750000 Penalty: 830.898743
	Iteration 9Q: 3 clusters Score -326929.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -327076.781250 Penalty: 830.898743
	Iteration 10Q: 3 clusters Score -327076.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -327239.843750 Penalty: 830.898743
	Iteration 11Q: 3 clusters Score -327239.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -327412.312500 Penalty: 830.898743
	Iteration 12Q: 3 clusters Score -327412.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -327566.718750 Penalty: 830.898743
	Iteration 13Q: 3 clusters Score -327566.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -327733.218750 Penalty: 830.898743
	Iteration 14Q: 3 clusters Score -327733.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -327880.937500 Penalty: 830.898743
	Iteration 15Q: 3 clusters Score -327880.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -327973.218750 Penalty: 830.898743
	Iteration 16Q: 3 clusters Score -327973.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -328036.593750 Penalty: 830.898743
	Iteration 17Q: 3 clusters Score -328036.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -328076.125000 Penalty: 830.898743
	Iteration 18Q: 3 clusters Score -328076.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -328102.718750 Penalty: 830.898743
	Iteration 19Q: 3 clusters Score -328102.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -328124.937500 Penalty: 830.898743
	Iteration 20F: 3 clusters Score -328124.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -328140.218750 Penalty: 830.898743
	Iteration 21Q: 3 clusters Score -328140.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -328150.218750 Penalty: 830.898743
	Iteration 22Q: 3 clusters Score -328150.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -328155.968750 Penalty: 830.898743
	Iteration 23Q: 3 clusters Score -328156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -328160.531250 Penalty: 830.898743
	Iteration 24Q: 3 clusters Score -328160.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -328162.843750 Penalty: 830.898743
	Iteration 25Q: 3 clusters Score -328162.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -328165.468750 Penalty: 830.898743
	Iteration 26Q: 3 clusters Score -328165.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -328167.687500 Penalty: 830.898743
	Iteration 27Q: 3 clusters Score -328167.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -328168.093750 Penalty: 830.898743
	Iteration 28Q: 3 clusters Score -328168.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -328168.218750 Penalty: 830.898743
	Iteration 29Q: 3 clusters Score -328168.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -328168.468750 Penalty: 830.898743
	Iteration 30Q: 3 clusters Score -328168.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -328169.468750 Penalty: 830.898743
	Iteration 31Q: 3 clusters Score -328169.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -328169.531250 Penalty: 830.898743
	Iteration 32Q: 3 clusters Score -328169.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -328169.968750 Penalty: 830.898743
	Iteration 33Q: 3 clusters Score -328170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -328170.125000 Penalty: 830.898743
	Iteration 34Q: 3 clusters Score -328170.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -328170.500000 Penalty: 830.898743
	Iteration 35Q: 3 clusters Score -328170.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -328170.031250 Penalty: 830.898743
	Iteration 36Q: 3 clusters Score -328170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -328170.000000 Penalty: 830.898743
	Iteration 37Q: 3 clusters Score -328170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -328170.000000 Penalty: 830.898743
	Iteration 38F: 3 clusters Score -328170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Entering Unmasked Estep 
Score: -397316.687500 Penalty: 421.051483
	Iteration 0F: 2 clusters Score -397316.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -390435.031250 Penalty: 842.102966
	Iteration 0F: 3 clusters Score -390435 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -393755.250000 Penalty: 842.102966
	Iteration 1F: 3 clusters Score -393755.2 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -394443.906250 Penalty: 842.102966
	Iteration 2F: 3 clusters Score -394443.9 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -395117.500000 Penalty: 842.102966
	Iteration 3F: 3 clusters Score -395117.5 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -395681.500000 Penalty: 842.102966
	Iteration 4F: 3 clusters Score -395681.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -396110.593750 Penalty: 842.102966
	Iteration 5Q: 3 clusters Score -396110.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -396374.031250 Penalty: 842.102966
	Iteration 6Q: 3 clusters Score -396374 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -396529.687500 Penalty: 842.102966
	Iteration 7Q: 3 clusters Score -396529.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -396633.500000 Penalty: 842.102966
	Iteration 8Q: 3 clusters Score -396633.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -396726.906250 Penalty: 842.102966
	Iteration 9Q: 3 clusters Score -396726.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -396805.843750 Penalty: 842.102966
	Iteration 10Q: 3 clusters Score -396805.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -396871.125000 Penalty: 842.102966
	Iteration 11Q: 3 clusters Score -396871.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -396921.843750 Penalty: 842.102966
	Iteration 12Q: 3 clusters Score -396921.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -396972.968750 Penalty: 842.102966
	Iteration 13Q: 3 clusters Score -396973 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -397006.125000 Penalty: 842.102966
	Iteration 14Q: 3 clusters Score -397006.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -397031.812500 Penalty: 842.102966
	Iteration 15Q: 3 clusters Score -397031.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -397046.750000 Penalty: 842.102966
	Iteration 16Q: 3 clusters Score -397046.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -397061.187500 Penalty: 842.102966
	Iteration 17Q: 3 clusters Score -397061.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -397071.625000 Penalty: 842.102966
	Iteration 18Q: 3 clusters Score -397071.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -397083.656250 Penalty: 842.102966
	Iteration 19Q: 3 clusters Score -397083.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -397092.656250 Penalty: 842.102966
	Iteration 20F: 3 clusters Score -397092.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -397098.531250 Penalty: 842.102966
	Iteration 21Q: 3 clusters Score -397098.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -397103.562500 Penalty: 842.102966
	Iteration 22Q: 3 clusters Score -397103.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -397105.406250 Penalty: 842.102966
	Iteration 23Q: 3 clusters Score -397105.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -397105.875000 Penalty: 842.102966
	Iteration 24Q: 3 clusters Score -397105.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -397105.875000 Penalty: 842.102966
	Iteration 25F: 3 clusters Score -397105.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -12954.576172 Penalty: 280.622009
	Iteration 0F: 2 clusters Score -12954.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -12494.372070 Penalty: 561.244019
	Iteration 0F: 3 clusters Score -12494.37 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -12680.675781 Penalty: 561.244019
	Iteration 1F: 3 clusters Score -12680.68 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12741.894531 Penalty: 561.244019
	Iteration 2F: 3 clusters Score -12741.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12779.943359 Penalty: 561.244019
	Iteration 3F: 3 clusters Score -12779.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -12797.696289 Penalty: 561.244019
	Iteration 4Q: 3 clusters Score -12797.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12813.364258 Penalty: 561.244019
	Iteration 5Q: 3 clusters Score -12813.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -12828.820312 Penalty: 561.244019
	Iteration 6Q: 3 clusters Score -12828.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -12856.513672 Penalty: 561.244019
	Iteration 7Q: 3 clusters Score -12856.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -12892.458008 Penalty: 561.244019
	Iteration 8Q: 3 clusters Score -12892.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -12920.100586 Penalty: 561.244019
	Iteration 9Q: 3 clusters Score -12920.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -12930.601562 Penalty: 561.244019
	Iteration 10Q: 3 clusters Score -12930.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -12940.438477 Penalty: 561.244019
	Iteration 11Q: 3 clusters Score -12940.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -12940.877930 Penalty: 561.244019
	Iteration 12Q: 3 clusters Score -12940.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -12941.890625 Penalty: 561.244019
	Iteration 13Q: 3 clusters Score -12941.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -12945.468750 Penalty: 561.244019
	Iteration 14F: 3 clusters Score -12945.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -12956.487305 Penalty: 561.244019
	Iteration 15Q: 3 clusters Score -12956.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -12958.492188 Penalty: 561.244019
	Iteration 16Q: 3 clusters Score -12958.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -12958.794922 Penalty: 561.244019
	Iteration 17Q: 3 clusters Score -12958.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -12960.772461 Penalty: 561.244019
	Iteration 18Q: 3 clusters Score -12960.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -12963.582031 Penalty: 561.244019
	Iteration 19Q: 3 clusters Score -12963.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -12964.710938 Penalty: 561.244019
	Iteration 20F: 3 clusters Score -12964.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -12967.596680 Penalty: 561.244019
	Iteration 21Q: 3 clusters Score -12967.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -12972.660156 Penalty: 561.244019
	Iteration 22Q: 3 clusters Score -12972.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -12976.543945 Penalty: 561.244019
	Iteration 23Q: 3 clusters Score -12976.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -12978.944336 Penalty: 561.244019
	Iteration 24Q: 3 clusters Score -12978.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -12980.853516 Penalty: 561.244019
	Iteration 25Q: 3 clusters Score -12980.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -12981.124023 Penalty: 561.244019
	Iteration 26Q: 3 clusters Score -12981.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -12981.124023 Penalty: 561.244019
	Iteration 27F: 3 clusters Score -12981.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11742 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2583 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 10445 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 589564 members 
Mstep: Class 10 contains 6771 members 
Mstep: Class 11 contains 20557 members 
Mstep: Class 12 contains 4059 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559223 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 6915 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 11936 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7390 members 
Mstep: Class 25 contains 21147 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12697 members 
Mstep: Class 28 contains 1134 members 
Mstep: Class 29 contains 3704 members 
Mstep: Class 30 contains 12694 members 
Mstep: Class 31 contains 5502 members 
Mstep: Class 32 contains 3375 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 1745 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9448 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 5823 members 
Mstep: Class 39 contains 4731 members 
Mstep: Class 40 contains 1396 members 
Mstep: Class 41 contains 265 members 
Entering Unmasked Estep 
Score: -50385956.000000 Penalty: 26384.455078
Splitting cluster 8 changes total score from -50386232.000000 to -50385956.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (589564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589564 members 
Entering Unmasked Estep 
Score: -22340846.000000 Penalty: 604.564819
	Iteration 0F: 2 clusters Score -2.234085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294959 members 
Mstep: Class 2 contains 294605 members 
Entering Unmasked Estep 
Score: -21942594.000000 Penalty: 1209.129639
	Iteration 0F: 3 clusters Score -2.194259e+07 nChanged 292097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302264 members 
Mstep: Class 2 contains 287300 members 
Entering Unmasked Estep 
Score: -22123364.000000 Penalty: 1209.129639
	Iteration 1F: 3 clusters Score -2.212336e+07 nChanged 21345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306305 members 
Mstep: Class 2 contains 283259 members 
Entering Unmasked Estep 
Score: -22129562.000000 Penalty: 1209.129639
	Iteration 2Q: 3 clusters Score -2.212956e+07 nChanged 23871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312626 members 
Mstep: Class 2 contains 276938 members 
Entering Unmasked Estep 
Score: -22138632.000000 Penalty: 1209.129639
	Iteration 3Q: 3 clusters Score -2.213863e+07 nChanged 27885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321989 members 
Mstep: Class 2 contains 267575 members 
Entering Unmasked Estep 
Score: -22152324.000000 Penalty: 1209.129639
	Iteration 4Q: 3 clusters Score -2.215232e+07 nChanged 32635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334718 members 
Mstep: Class 2 contains 254846 members 
Entering Unmasked Estep 
Score: -22173034.000000 Penalty: 1209.129639
	Iteration 5F: 3 clusters Score -2.217303e+07 nChanged 37537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349523 members 
Mstep: Class 2 contains 240041 members 
Entering Unmasked Estep 
Score: -22199802.000000 Penalty: 1209.129639
	Iteration 6F: 3 clusters Score -2.21998e+07 nChanged 37337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363048 members 
Mstep: Class 2 contains 226516 members 
Entering Unmasked Estep 
Score: -22224146.000000 Penalty: 1209.129639
	Iteration 7F: 3 clusters Score -2.222415e+07 nChanged 30048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373590 members 
Mstep: Class 2 contains 215974 members 
Entering Unmasked Estep 
Score: -22237178.000000 Penalty: 1209.129639
	Iteration 8F: 3 clusters Score -2.223718e+07 nChanged 19697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382605 members 
Mstep: Class 2 contains 206959 members 
Entering Unmasked Estep 
Score: -22242166.000000 Penalty: 1209.129639
	Iteration 9Q: 3 clusters Score -2.224217e+07 nChanged 13154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391619 members 
Mstep: Class 2 contains 197945 members 
Entering Unmasked Estep 
Score: -22245162.000000 Penalty: 1209.129639
	Iteration 10Q: 3 clusters Score -2.224516e+07 nChanged 11130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400955 members 
Mstep: Class 2 contains 188609 members 
Entering Unmasked Estep 
Score: -22247684.000000 Penalty: 1209.129639
	Iteration 11Q: 3 clusters Score -2.224768e+07 nChanged 10831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410494 members 
Mstep: Class 2 contains 179070 members 
Entering Unmasked Estep 
Score: -22250512.000000 Penalty: 1209.129639
	Iteration 12Q: 3 clusters Score -2.225051e+07 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420285 members 
Mstep: Class 2 contains 169279 members 
Entering Unmasked Estep 
Score: -22253820.000000 Penalty: 1209.129639
	Iteration 13Q: 3 clusters Score -2.225382e+07 nChanged 11162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430449 members 
Mstep: Class 2 contains 159115 members 
Entering Unmasked Estep 
Score: -22257068.000000 Penalty: 1209.129639
	Iteration 14Q: 3 clusters Score -2.225707e+07 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441033 members 
Mstep: Class 2 contains 148531 members 
Entering Unmasked Estep 
Score: -22260798.000000 Penalty: 1209.129639
	Iteration 15Q: 3 clusters Score -2.22608e+07 nChanged 11472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451459 members 
Mstep: Class 2 contains 138105 members 
Entering Unmasked Estep 
Score: -22264474.000000 Penalty: 1209.129639
	Iteration 16Q: 3 clusters Score -2.226447e+07 nChanged 11335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461768 members 
Mstep: Class 2 contains 127796 members 
Entering Unmasked Estep 
Score: -22268350.000000 Penalty: 1209.129639
	Iteration 17Q: 3 clusters Score -2.226835e+07 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471943 members 
Mstep: Class 2 contains 117621 members 
Entering Unmasked Estep 
Score: -22272700.000000 Penalty: 1209.129639
	Iteration 18Q: 3 clusters Score -2.22727e+07 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481884 members 
Mstep: Class 2 contains 107680 members 
Entering Unmasked Estep 
Score: -22277228.000000 Penalty: 1209.129639
	Iteration 19Q: 3 clusters Score -2.227723e+07 nChanged 10364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491246 members 
Mstep: Class 2 contains 98318 members 
Entering Unmasked Estep 
Score: -22282030.000000 Penalty: 1209.129639
	Iteration 20F: 3 clusters Score -2.228203e+07 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499999 members 
Mstep: Class 2 contains 89565 members 
Entering Unmasked Estep 
Score: -22286394.000000 Penalty: 1209.129639
	Iteration 21Q: 3 clusters Score -2.228639e+07 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507944 members 
Mstep: Class 2 contains 81620 members 
Entering Unmasked Estep 
Score: -22291488.000000 Penalty: 1209.129639
	Iteration 22Q: 3 clusters Score -2.229149e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515085 members 
Mstep: Class 2 contains 74479 members 
Entering Unmasked Estep 
Score: -22297274.000000 Penalty: 1209.129639
	Iteration 23Q: 3 clusters Score -2.229727e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521488 members 
Mstep: Class 2 contains 68076 members 
Entering Unmasked Estep 
Score: -22303046.000000 Penalty: 1209.129639
	Iteration 24Q: 3 clusters Score -2.230305e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526794 members 
Mstep: Class 2 contains 62770 members 
Entering Unmasked Estep 
Score: -22309722.000000 Penalty: 1209.129639
	Iteration 25Q: 3 clusters Score -2.230972e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530739 members 
Mstep: Class 2 contains 58825 members 
Entering Unmasked Estep 
Score: -22316274.000000 Penalty: 1209.129639
	Iteration 26Q: 3 clusters Score -2.231627e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533171 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -22321580.000000 Penalty: 1209.129639
	Iteration 27Q: 3 clusters Score -2.232158e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534167 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -22324768.000000 Penalty: 1209.129639
	Iteration 28Q: 3 clusters Score -2.232477e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534117 members 
Mstep: Class 2 contains 55447 members 
Entering Unmasked Estep 
Score: -22326362.000000 Penalty: 1209.129639
	Iteration 29Q: 3 clusters Score -2.232636e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533589 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -22327024.000000 Penalty: 1209.129639
	Iteration 30Q: 3 clusters Score -2.232702e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532871 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
Score: -22327276.000000 Penalty: 1209.129639
	Iteration 31Q: 3 clusters Score -2.232728e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532118 members 
Mstep: Class 2 contains 57446 members 
Entering Unmasked Estep 
Score: -22327448.000000 Penalty: 1209.129639
	Iteration 32Q: 3 clusters Score -2.232745e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531316 members 
Mstep: Class 2 contains 58248 members 
Entering Unmasked Estep 
Score: -22327576.000000 Penalty: 1209.129639
	Iteration 33Q: 3 clusters Score -2.232758e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530487 members 
Mstep: Class 2 contains 59077 members 
Entering Unmasked Estep 
Score: -22327560.000000 Penalty: 1209.129639
	Iteration 34Q: 3 clusters Score -2.232756e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529714 members 
Mstep: Class 2 contains 59850 members 
Entering Unmasked Estep 
Score: -22327562.000000 Penalty: 1209.129639
	Iteration 35Q: 3 clusters Score -2.232756e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528920 members 
Mstep: Class 2 contains 60644 members 
Entering Unmasked Estep 
Score: -22327428.000000 Penalty: 1209.129639
	Iteration 36Q: 3 clusters Score -2.232743e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528161 members 
Mstep: Class 2 contains 61403 members 
Entering Unmasked Estep 
Score: -22327352.000000 Penalty: 1209.129639
	Iteration 37Q: 3 clusters Score -2.232735e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527408 members 
Mstep: Class 2 contains 62156 members 
Entering Unmasked Estep 
Score: -22327232.000000 Penalty: 1209.129639
	Iteration 38Q: 3 clusters Score -2.232723e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526718 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -22327126.000000 Penalty: 1209.129639
	Iteration 39Q: 3 clusters Score -2.232713e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526076 members 
Mstep: Class 2 contains 63488 members 
Entering Unmasked Estep 
Score: -22327454.000000 Penalty: 1209.129639
	Iteration 40F: 3 clusters Score -2.232745e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524865 members 
Mstep: Class 2 contains 64699 members 
Entering Unmasked Estep 
Score: -22327456.000000 Penalty: 1209.129639
	Iteration 41Q: 3 clusters Score -2.232746e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523673 members 
Mstep: Class 2 contains 65891 members 
Entering Unmasked Estep 
Score: -22327340.000000 Penalty: 1209.129639
	Iteration 42Q: 3 clusters Score -2.232734e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522457 members 
Mstep: Class 2 contains 67107 members 
Entering Unmasked Estep 
Score: -22327234.000000 Penalty: 1209.129639
	Iteration 43Q: 3 clusters Score -2.232723e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521316 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -22327144.000000 Penalty: 1209.129639
	Iteration 44Q: 3 clusters Score -2.232714e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520196 members 
Mstep: Class 2 contains 69368 members 
Entering Unmasked Estep 
Score: -22327088.000000 Penalty: 1209.129639
	Iteration 45Q: 3 clusters Score -2.232709e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519115 members 
Mstep: Class 2 contains 70449 members 
Entering Unmasked Estep 
Score: -22327068.000000 Penalty: 1209.129639
	Iteration 46Q: 3 clusters Score -2.232707e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517998 members 
Mstep: Class 2 contains 71566 members 
Entering Unmasked Estep 
Score: -22327110.000000 Penalty: 1209.129639
	Iteration 47Q: 3 clusters Score -2.232711e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516918 members 
Mstep: Class 2 contains 72646 members 
Entering Unmasked Estep 
Score: -22327126.000000 Penalty: 1209.129639
	Iteration 48Q: 3 clusters Score -2.232713e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515784 members 
Mstep: Class 2 contains 73780 members 
Entering Unmasked Estep 
Score: -22327062.000000 Penalty: 1209.129639
	Iteration 49Q: 3 clusters Score -2.232706e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514676 members 
Mstep: Class 2 contains 74888 members 
Entering Unmasked Estep 
Score: -22327128.000000 Penalty: 1209.129639
	Iteration 50Q: 3 clusters Score -2.232713e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513645 members 
Mstep: Class 2 contains 75919 members 
Entering Unmasked Estep 
Score: -22327078.000000 Penalty: 1209.129639
	Iteration 51Q: 3 clusters Score -2.232708e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512617 members 
Mstep: Class 2 contains 76947 members 
Entering Unmasked Estep 
Score: -22326998.000000 Penalty: 1209.129639
	Iteration 52Q: 3 clusters Score -2.2327e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511647 members 
Mstep: Class 2 contains 77917 members 
Entering Unmasked Estep 
Score: -22327040.000000 Penalty: 1209.129639
	Iteration 53Q: 3 clusters Score -2.232704e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510724 members 
Mstep: Class 2 contains 78840 members 
Entering Unmasked Estep 
Score: -22327046.000000 Penalty: 1209.129639
	Iteration 54Q: 3 clusters Score -2.232705e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509815 members 
Mstep: Class 2 contains 79749 members 
Entering Unmasked Estep 
Score: -22326980.000000 Penalty: 1209.129639
	Iteration 55Q: 3 clusters Score -2.232698e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508948 members 
Mstep: Class 2 contains 80616 members 
Entering Unmasked Estep 
Score: -22326932.000000 Penalty: 1209.129639
	Iteration 56Q: 3 clusters Score -2.232693e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508115 members 
Mstep: Class 2 contains 81449 members 
Entering Unmasked Estep 
Score: -22326870.000000 Penalty: 1209.129639
	Iteration 57Q: 3 clusters Score -2.232687e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507269 members 
Mstep: Class 2 contains 82295 members 
Entering Unmasked Estep 
Score: -22326800.000000 Penalty: 1209.129639
	Iteration 58Q: 3 clusters Score -2.23268e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506428 members 
Mstep: Class 2 contains 83136 members 
Entering Unmasked Estep 
Score: -22326834.000000 Penalty: 1209.129639
	Iteration 59Q: 3 clusters Score -2.232683e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505658 members 
Mstep: Class 2 contains 83906 members 
Entering Unmasked Estep 
Score: -22326732.000000 Penalty: 1209.129639
	Iteration 60F: 3 clusters Score -2.232673e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504913 members 
Mstep: Class 2 contains 84651 members 
Entering Unmasked Estep 
Score: -22326756.000000 Penalty: 1209.129639
	Iteration 61Q: 3 clusters Score -2.232676e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504227 members 
Mstep: Class 2 contains 85337 members 
Entering Unmasked Estep 
Score: -22326728.000000 Penalty: 1209.129639
	Iteration 62Q: 3 clusters Score -2.232673e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503609 members 
Mstep: Class 2 contains 85955 members 
Entering Unmasked Estep 
Score: -22326690.000000 Penalty: 1209.129639
	Iteration 63Q: 3 clusters Score -2.232669e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503039 members 
Mstep: Class 2 contains 86525 members 
Entering Unmasked Estep 
Score: -22326644.000000 Penalty: 1209.129639
	Iteration 64Q: 3 clusters Score -2.232664e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502503 members 
Mstep: Class 2 contains 87061 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2.232668e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502006 members 
Mstep: Class 2 contains 87558 members 
Entering Unmasked Estep 
Score: -22326616.000000 Penalty: 1209.129639
	Iteration 66Q: 3 clusters Score -2.232662e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501513 members 
Mstep: Class 2 contains 88051 members 
Entering Unmasked Estep 
Score: -22326620.000000 Penalty: 1209.129639
	Iteration 67Q: 3 clusters Score -2.232662e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501075 members 
Mstep: Class 2 contains 88489 members 
Entering Unmasked Estep 
Score: -22326616.000000 Penalty: 1209.129639
	Iteration 68Q: 3 clusters Score -2.232662e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500664 members 
Mstep: Class 2 contains 88900 members 
Entering Unmasked Estep 
Score: -22326564.000000 Penalty: 1209.129639
	Iteration 69Q: 3 clusters Score -2.232656e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500285 members 
Mstep: Class 2 contains 89279 members 
Entering Unmasked Estep 
Score: -22326578.000000 Penalty: 1209.129639
	Iteration 70Q: 3 clusters Score -2.232658e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499944 members 
Mstep: Class 2 contains 89620 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2.232658e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499632 members 
Mstep: Class 2 contains 89932 members 
Entering Unmasked Estep 
Score: -22326572.000000 Penalty: 1209.129639
	Iteration 72Q: 3 clusters Score -2.232657e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499365 members 
Mstep: Class 2 contains 90199 members 
Entering Unmasked Estep 
Score: -22326534.000000 Penalty: 1209.129639
	Iteration 73Q: 3 clusters Score -2.232653e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499075 members 
Mstep: Class 2 contains 90489 members 
Entering Unmasked Estep 
Score: -22326542.000000 Penalty: 1209.129639
	Iteration 74Q: 3 clusters Score -2.232654e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498817 members 
Mstep: Class 2 contains 90747 members 
Entering Unmasked Estep 
Score: -22326502.000000 Penalty: 1209.129639
	Iteration 75Q: 3 clusters Score -2.23265e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498571 members 
Mstep: Class 2 contains 90993 members 
Entering Unmasked Estep 
Score: -22326510.000000 Penalty: 1209.129639
	Iteration 76Q: 3 clusters Score -2.232651e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498360 members 
Mstep: Class 2 contains 91204 members 
Entering Unmasked Estep 
Score: -22326486.000000 Penalty: 1209.129639
	Iteration 77Q: 3 clusters Score -2.232649e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498180 members 
Mstep: Class 2 contains 91384 members 
Entering Unmasked Estep 
Score: -22326490.000000 Penalty: 1209.129639
	Iteration 78Q: 3 clusters Score -2.232649e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497998 members 
Mstep: Class 2 contains 91566 members 
Entering Unmasked Estep 
Score: -22326508.000000 Penalty: 1209.129639
	Iteration 79Q: 3 clusters Score -2.232651e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497828 members 
Mstep: Class 2 contains 91736 members 
Entering Unmasked Estep 
Score: -22326506.000000 Penalty: 1209.129639
	Iteration 80F: 3 clusters Score -2.232651e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497674 members 
Mstep: Class 2 contains 91890 members 
Entering Unmasked Estep 
Score: -22326494.000000 Penalty: 1209.129639
	Iteration 81Q: 3 clusters Score -2.232649e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497542 members 
Mstep: Class 2 contains 92022 members 
Entering Unmasked Estep 
Score: -22326482.000000 Penalty: 1209.129639
	Iteration 82Q: 3 clusters Score -2.232648e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497420 members 
Mstep: Class 2 contains 92144 members 
Entering Unmasked Estep 
Score: -22326476.000000 Penalty: 1209.129639
	Iteration 83Q: 3 clusters Score -2.232648e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497338 members 
Mstep: Class 2 contains 92226 members 
Entering Unmasked Estep 
Score: -22326498.000000 Penalty: 1209.129639
	Iteration 84Q: 3 clusters Score -2.23265e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497267 members 
Mstep: Class 2 contains 92297 members 
Entering Unmasked Estep 
Score: -22326480.000000 Penalty: 1209.129639
	Iteration 85Q: 3 clusters Score -2.232648e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497213 members 
Mstep: Class 2 contains 92351 members 
Entering Unmasked Estep 
Score: -22326468.000000 Penalty: 1209.129639
	Iteration 86Q: 3 clusters Score -2.232647e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497159 members 
Mstep: Class 2 contains 92405 members 
Entering Unmasked Estep 
Score: -22326452.000000 Penalty: 1209.129639
	Iteration 87Q: 3 clusters Score -2.232645e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497107 members 
Mstep: Class 2 contains 92457 members 
Entering Unmasked Estep 
Score: -22326442.000000 Penalty: 1209.129639
	Iteration 88Q: 3 clusters Score -2.232644e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497064 members 
Mstep: Class 2 contains 92500 members 
Entering Unmasked Estep 
Score: -22326482.000000 Penalty: 1209.129639
	Iteration 89Q: 3 clusters Score -2.232648e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497036 members 
Mstep: Class 2 contains 92528 members 
Entering Unmasked Estep 
Score: -22326472.000000 Penalty: 1209.129639
	Iteration 90Q: 3 clusters Score -2.232647e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497016 members 
Mstep: Class 2 contains 92548 members 
Entering Unmasked Estep 
Score: -22326476.000000 Penalty: 1209.129639
	Iteration 91Q: 3 clusters Score -2.232648e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496999 members 
Mstep: Class 2 contains 92565 members 
Entering Unmasked Estep 
Score: -22326476.000000 Penalty: 1209.129639
	Iteration 92Q: 3 clusters Score -2.232648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496992 members 
Mstep: Class 2 contains 92572 members 
Entering Unmasked Estep 
Score: -22326464.000000 Penalty: 1209.129639
	Iteration 93Q: 3 clusters Score -2.232646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496987 members 
Mstep: Class 2 contains 92577 members 
Entering Unmasked Estep 
Score: -22326480.000000 Penalty: 1209.129639
	Iteration 94Q: 3 clusters Score -2.232648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496981 members 
Mstep: Class 2 contains 92583 members 
Entering Unmasked Estep 
Score: -22326480.000000 Penalty: 1209.129639
	Iteration 95Q: 3 clusters Score -2.232648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496978 members 
Mstep: Class 2 contains 92586 members 
Entering Unmasked Estep 
Score: -22326476.000000 Penalty: 1209.129639
	Iteration 96Q: 3 clusters Score -2.232648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496977 members 
Mstep: Class 2 contains 92587 members 
Entering Unmasked Estep 
Score: -22326470.000000 Penalty: 1209.129639
	Iteration 97Q: 3 clusters Score -2.232647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496976 members 
Mstep: Class 2 contains 92588 members 
Entering Unmasked Estep 
Score: -22326472.000000 Penalty: 1209.129639
	Iteration 98Q: 3 clusters Score -2.232647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496975 members 
Mstep: Class 2 contains 92589 members 
Entering Unmasked Estep 
Score: -22326460.000000 Penalty: 1209.129639
	Iteration 99Q: 3 clusters Score -2.232646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496972 members 
Mstep: Class 2 contains 92592 members 
Entering Unmasked Estep 
Score: -22326470.000000 Penalty: 1209.129639
	Iteration 100F: 3 clusters Score -2.232647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496969 members 
Mstep: Class 2 contains 92595 members 
Entering Unmasked Estep 
Score: -22326476.000000 Penalty: 1209.129639
	Iteration 101Q: 3 clusters Score -2.232648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496968 members 
Mstep: Class 2 contains 92596 members 
Entering Unmasked Estep 
Score: -22326474.000000 Penalty: 1209.129639
	Iteration 102Q: 3 clusters Score -2.232647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496967 members 
Mstep: Class 2 contains 92597 members 
Entering Unmasked Estep 
Score: -22326470.000000 Penalty: 1209.129639
	Iteration 103Q: 3 clusters Score -2.232647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496967 members 
Mstep: Class 2 contains 92597 members 
Entering Unmasked Estep 
Score: -22326470.000000 Penalty: 1209.129639
	Iteration 104F: 3 clusters Score -2.232647e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Entering Unmasked Estep 
Score: -243210.140625 Penalty: 401.328369
	Iteration 0F: 2 clusters Score -243210.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -238711.531250 Penalty: 802.656738
	Iteration 0F: 3 clusters Score -238711.5 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -240613.203125 Penalty: 802.656738
	Iteration 1F: 3 clusters Score -240613.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -240855.281250 Penalty: 802.656738
	Iteration 2F: 3 clusters Score -240855.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -241092.593750 Penalty: 802.656738
	Iteration 3F: 3 clusters Score -241092.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -241337.359375 Penalty: 802.656738
	Iteration 4F: 3 clusters Score -241337.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -241574.125000 Penalty: 802.656738
	Iteration 5F: 3 clusters Score -241574.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -241822.406250 Penalty: 802.656738
	Iteration 6F: 3 clusters Score -241822.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -242112.734375 Penalty: 802.656738
	Iteration 7Q: 3 clusters Score -242112.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -242384.031250 Penalty: 802.656738
	Iteration 8Q: 3 clusters Score -242384 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -242552.000000 Penalty: 802.656738
	Iteration 9Q: 3 clusters Score -242552 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -242659.812500 Penalty: 802.656738
	Iteration 10Q: 3 clusters Score -242659.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -242735.968750 Penalty: 802.656738
	Iteration 11Q: 3 clusters Score -242736 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -242787.953125 Penalty: 802.656738
	Iteration 12Q: 3 clusters Score -242788 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -242818.843750 Penalty: 802.656738
	Iteration 13Q: 3 clusters Score -242818.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -242837.390625 Penalty: 802.656738
	Iteration 14Q: 3 clusters Score -242837.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -242850.390625 Penalty: 802.656738
	Iteration 15Q: 3 clusters Score -242850.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -242859.484375 Penalty: 802.656738
	Iteration 16Q: 3 clusters Score -242859.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -242867.453125 Penalty: 802.656738
	Iteration 17Q: 3 clusters Score -242867.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -242874.796875 Penalty: 802.656738
	Iteration 18Q: 3 clusters Score -242874.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -242881.578125 Penalty: 802.656738
	Iteration 19Q: 3 clusters Score -242881.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -242886.687500 Penalty: 802.656738
	Iteration 20F: 3 clusters Score -242886.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -242893.593750 Penalty: 802.656738
	Iteration 21Q: 3 clusters Score -242893.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -242904.093750 Penalty: 802.656738
	Iteration 22Q: 3 clusters Score -242904.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -242910.875000 Penalty: 802.656738
	Iteration 23Q: 3 clusters Score -242910.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -242917.468750 Penalty: 802.656738
	Iteration 24Q: 3 clusters Score -242917.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -242925.046875 Penalty: 802.656738
	Iteration 25Q: 3 clusters Score -242925 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -242930.562500 Penalty: 802.656738
	Iteration 26Q: 3 clusters Score -242930.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -242933.796875 Penalty: 802.656738
	Iteration 27Q: 3 clusters Score -242933.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -242935.625000 Penalty: 802.656738
	Iteration 28Q: 3 clusters Score -242935.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -242937.015625 Penalty: 802.656738
	Iteration 29Q: 3 clusters Score -242937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -242938.000000 Penalty: 802.656738
	Iteration 30Q: 3 clusters Score -242938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -242940.203125 Penalty: 802.656738
	Iteration 31Q: 3 clusters Score -242940.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -242941.781250 Penalty: 802.656738
	Iteration 32Q: 3 clusters Score -242941.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -242942.968750 Penalty: 802.656738
	Iteration 33Q: 3 clusters Score -242943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -242944.609375 Penalty: 802.656738
	Iteration 34Q: 3 clusters Score -242944.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -242945.500000 Penalty: 802.656738
	Iteration 35Q: 3 clusters Score -242945.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -242945.828125 Penalty: 802.656738
	Iteration 36Q: 3 clusters Score -242945.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -242946.062500 Penalty: 802.656738
	Iteration 37Q: 3 clusters Score -242946.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -242945.968750 Penalty: 802.656738
	Iteration 38Q: 3 clusters Score -242946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -242945.968750 Penalty: 802.656738
	Iteration 39F: 3 clusters Score -242946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Entering Unmasked Estep 
Score: -756136.000000 Penalty: 451.858551
	Iteration 0F: 2 clusters Score -756136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -742369.312500 Penalty: 903.717102
	Iteration 0F: 3 clusters Score -742369.3 nChanged 9865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -748137.000000 Penalty: 903.717102
	Iteration 1F: 3 clusters Score -748137 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -748839.500000 Penalty: 903.717102
	Iteration 2F: 3 clusters Score -748839.5 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -749893.687500 Penalty: 903.717102
	Iteration 3F: 3 clusters Score -749893.7 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -751129.312500 Penalty: 903.717102
	Iteration 4F: 3 clusters Score -751129.3 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -752138.250000 Penalty: 903.717102
	Iteration 5F: 3 clusters Score -752138.2 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -752625.812500 Penalty: 903.717102
	Iteration 6F: 3 clusters Score -752625.8 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -752811.062500 Penalty: 903.717102
	Iteration 7Q: 3 clusters Score -752811.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -752911.937500 Penalty: 903.717102
	Iteration 8Q: 3 clusters Score -752911.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -752983.437500 Penalty: 903.717102
	Iteration 9Q: 3 clusters Score -752983.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -753056.062500 Penalty: 903.717102
	Iteration 10Q: 3 clusters Score -753056.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -753114.750000 Penalty: 903.717102
	Iteration 11Q: 3 clusters Score -753114.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -753166.187500 Penalty: 903.717102
	Iteration 12Q: 3 clusters Score -753166.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -753211.437500 Penalty: 903.717102
	Iteration 13Q: 3 clusters Score -753211.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -753251.000000 Penalty: 903.717102
	Iteration 14Q: 3 clusters Score -753251 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -753294.937500 Penalty: 903.717102
	Iteration 15Q: 3 clusters Score -753294.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -753337.062500 Penalty: 903.717102
	Iteration 16Q: 3 clusters Score -753337.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -753382.687500 Penalty: 903.717102
	Iteration 17Q: 3 clusters Score -753382.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -753421.875000 Penalty: 903.717102
	Iteration 18Q: 3 clusters Score -753421.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -753474.625000 Penalty: 903.717102
	Iteration 19Q: 3 clusters Score -753474.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -753547.125000 Penalty: 903.717102
	Iteration 20F: 3 clusters Score -753547.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -753633.562500 Penalty: 903.717102
	Iteration 21Q: 3 clusters Score -753633.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -753727.812500 Penalty: 903.717102
	Iteration 22Q: 3 clusters Score -753727.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -753832.062500 Penalty: 903.717102
	Iteration 23Q: 3 clusters Score -753832.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -753966.750000 Penalty: 903.717102
	Iteration 24Q: 3 clusters Score -753966.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -754138.500000 Penalty: 903.717102
	Iteration 25Q: 3 clusters Score -754138.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -754321.875000 Penalty: 903.717102
	Iteration 26Q: 3 clusters Score -754321.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -754518.437500 Penalty: 903.717102
	Iteration 27Q: 3 clusters Score -754518.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -754701.125000 Penalty: 903.717102
	Iteration 28Q: 3 clusters Score -754701.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -754853.375000 Penalty: 903.717102
	Iteration 29Q: 3 clusters Score -754853.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -754977.062500 Penalty: 903.717102
	Iteration 30Q: 3 clusters Score -754977.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -755066.875000 Penalty: 903.717102
	Iteration 31Q: 3 clusters Score -755066.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -755137.687500 Penalty: 903.717102
	Iteration 32Q: 3 clusters Score -755137.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -755195.500000 Penalty: 903.717102
	Iteration 33Q: 3 clusters Score -755195.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -755235.812500 Penalty: 903.717102
	Iteration 34Q: 3 clusters Score -755235.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -755263.625000 Penalty: 903.717102
	Iteration 35Q: 3 clusters Score -755263.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -755284.812500 Penalty: 903.717102
	Iteration 36Q: 3 clusters Score -755284.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -755306.875000 Penalty: 903.717102
	Iteration 37Q: 3 clusters Score -755306.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -755325.750000 Penalty: 903.717102
	Iteration 38Q: 3 clusters Score -755325.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -755347.187500 Penalty: 903.717102
	Iteration 39Q: 3 clusters Score -755347.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -755363.625000 Penalty: 903.717102
	Iteration 40F: 3 clusters Score -755363.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -755380.687500 Penalty: 903.717102
	Iteration 41Q: 3 clusters Score -755380.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -755393.687500 Penalty: 903.717102
	Iteration 42Q: 3 clusters Score -755393.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -755411.062500 Penalty: 903.717102
	Iteration 43Q: 3 clusters Score -755411.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -755427.437500 Penalty: 903.717102
	Iteration 44Q: 3 clusters Score -755427.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -755433.750000 Penalty: 903.717102
	Iteration 45Q: 3 clusters Score -755433.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -755444.562500 Penalty: 903.717102
	Iteration 46Q: 3 clusters Score -755444.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -755454.812500 Penalty: 903.717102
	Iteration 47Q: 3 clusters Score -755454.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -755466.500000 Penalty: 903.717102
	Iteration 48Q: 3 clusters Score -755466.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -755476.437500 Penalty: 903.717102
	Iteration 49Q: 3 clusters Score -755476.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -755486.500000 Penalty: 903.717102
	Iteration 50Q: 3 clusters Score -755486.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -755500.625000 Penalty: 903.717102
	Iteration 51Q: 3 clusters Score -755500.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -755511.312500 Penalty: 903.717102
	Iteration 52Q: 3 clusters Score -755511.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -755518.437500 Penalty: 903.717102
	Iteration 53Q: 3 clusters Score -755518.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -755528.562500 Penalty: 903.717102
	Iteration 54Q: 3 clusters Score -755528.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -755538.500000 Penalty: 903.717102
	Iteration 55Q: 3 clusters Score -755538.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -755546.812500 Penalty: 903.717102
	Iteration 56Q: 3 clusters Score -755546.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -755556.250000 Penalty: 903.717102
	Iteration 57Q: 3 clusters Score -755556.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -755560.062500 Penalty: 903.717102
	Iteration 58Q: 3 clusters Score -755560.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -755565.562500 Penalty: 903.717102
	Iteration 59Q: 3 clusters Score -755565.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -755574.687500 Penalty: 903.717102
	Iteration 60F: 3 clusters Score -755574.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -755576.125000 Penalty: 903.717102
	Iteration 61Q: 3 clusters Score -755576.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -755581.625000 Penalty: 903.717102
	Iteration 62Q: 3 clusters Score -755581.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -755588.437500 Penalty: 903.717102
	Iteration 63Q: 3 clusters Score -755588.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -755593.750000 Penalty: 903.717102
	Iteration 64Q: 3 clusters Score -755593.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -755593.312500 Penalty: 903.717102
	Iteration 65Q: 3 clusters Score -755593.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -755597.812500 Penalty: 903.717102
	Iteration 66Q: 3 clusters Score -755597.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -755601.562500 Penalty: 903.717102
	Iteration 67Q: 3 clusters Score -755601.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -755604.812500 Penalty: 903.717102
	Iteration 68Q: 3 clusters Score -755604.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -755611.437500 Penalty: 903.717102
	Iteration 69Q: 3 clusters Score -755611.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -755620.625000 Penalty: 903.717102
	Iteration 70Q: 3 clusters Score -755620.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -755625.875000 Penalty: 903.717102
	Iteration 71Q: 3 clusters Score -755625.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -755637.562500 Penalty: 903.717102
	Iteration 72Q: 3 clusters Score -755637.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -755644.812500 Penalty: 903.717102
	Iteration 73Q: 3 clusters Score -755644.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -755651.687500 Penalty: 903.717102
	Iteration 74Q: 3 clusters Score -755651.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -755658.687500 Penalty: 903.717102
	Iteration 75Q: 3 clusters Score -755658.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -755668.812500 Penalty: 903.717102
	Iteration 76Q: 3 clusters Score -755668.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -755673.562500 Penalty: 903.717102
	Iteration 77Q: 3 clusters Score -755673.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -755679.312500 Penalty: 903.717102
	Iteration 78Q: 3 clusters Score -755679.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -755681.250000 Penalty: 903.717102
	Iteration 79Q: 3 clusters Score -755681.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -755688.750000 Penalty: 903.717102
	Iteration 80F: 3 clusters Score -755688.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -755691.812500 Penalty: 903.717102
	Iteration 81Q: 3 clusters Score -755691.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -755695.875000 Penalty: 903.717102
	Iteration 82Q: 3 clusters Score -755695.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -755698.187500 Penalty: 903.717102
	Iteration 83Q: 3 clusters Score -755698.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -755699.187500 Penalty: 903.717102
	Iteration 84Q: 3 clusters Score -755699.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -755704.062500 Penalty: 903.717102
	Iteration 85Q: 3 clusters Score -755704.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -755704.562500 Penalty: 903.717102
	Iteration 86Q: 3 clusters Score -755704.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -755706.312500 Penalty: 903.717102
	Iteration 87Q: 3 clusters Score -755706.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -755710.062500 Penalty: 903.717102
	Iteration 88Q: 3 clusters Score -755710.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -755709.625000 Penalty: 903.717102
	Iteration 89Q: 3 clusters Score -755709.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -755712.500000 Penalty: 903.717102
	Iteration 90Q: 3 clusters Score -755712.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -755712.250000 Penalty: 903.717102
	Iteration 91Q: 3 clusters Score -755712.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -755713.062500 Penalty: 903.717102
	Iteration 92Q: 3 clusters Score -755713.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -755715.187500 Penalty: 903.717102
	Iteration 93Q: 3 clusters Score -755715.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -755715.937500 Penalty: 903.717102
	Iteration 94Q: 3 clusters Score -755715.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -755719.062500 Penalty: 903.717102
	Iteration 95Q: 3 clusters Score -755719.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -755722.812500 Penalty: 903.717102
	Iteration 96Q: 3 clusters Score -755722.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -755723.812500 Penalty: 903.717102
	Iteration 97Q: 3 clusters Score -755723.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -755727.500000 Penalty: 903.717102
	Iteration 98Q: 3 clusters Score -755727.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -755728.625000 Penalty: 903.717102
	Iteration 99Q: 3 clusters Score -755728.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -755729.812500 Penalty: 903.717102
	Iteration 100F: 3 clusters Score -755729.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -755730.062500 Penalty: 903.717102
	Iteration 101Q: 3 clusters Score -755730.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -755736.125000 Penalty: 903.717102
	Iteration 102Q: 3 clusters Score -755736.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -755737.875000 Penalty: 903.717102
	Iteration 103Q: 3 clusters Score -755737.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -755740.937500 Penalty: 903.717102
	Iteration 104Q: 3 clusters Score -755740.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -755741.500000 Penalty: 903.717102
	Iteration 105Q: 3 clusters Score -755741.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -755741.187500 Penalty: 903.717102
	Iteration 106Q: 3 clusters Score -755741.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -755743.500000 Penalty: 903.717102
	Iteration 107Q: 3 clusters Score -755743.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -755744.500000 Penalty: 903.717102
	Iteration 108Q: 3 clusters Score -755744.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -755744.375000 Penalty: 903.717102
	Iteration 109Q: 3 clusters Score -755744.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -755748.875000 Penalty: 903.717102
	Iteration 110Q: 3 clusters Score -755748.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -755751.062500 Penalty: 903.717102
	Iteration 111Q: 3 clusters Score -755751.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -755752.500000 Penalty: 903.717102
	Iteration 112Q: 3 clusters Score -755752.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -755751.250000 Penalty: 903.717102
	Iteration 113Q: 3 clusters Score -755751.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -755755.437500 Penalty: 903.717102
	Iteration 114Q: 3 clusters Score -755755.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -755755.562500 Penalty: 903.717102
	Iteration 115Q: 3 clusters Score -755755.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -755755.187500 Penalty: 903.717102
	Iteration 116Q: 3 clusters Score -755755.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -755757.125000 Penalty: 903.717102
	Iteration 117Q: 3 clusters Score -755757.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -755755.187500 Penalty: 903.717102
	Iteration 118Q: 3 clusters Score -755755.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -755756.062500 Penalty: 903.717102
	Iteration 119Q: 3 clusters Score -755756.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -755757.812500 Penalty: 903.717102
	Iteration 120F: 3 clusters Score -755757.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -755758.875000 Penalty: 903.717102
	Iteration 121Q: 3 clusters Score -755758.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -755762.875000 Penalty: 903.717102
	Iteration 122Q: 3 clusters Score -755762.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -755763.250000 Penalty: 903.717102
	Iteration 123Q: 3 clusters Score -755763.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -755767.000000 Penalty: 903.717102
	Iteration 124Q: 3 clusters Score -755767 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -755771.562500 Penalty: 903.717102
	Iteration 125Q: 3 clusters Score -755771.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -755776.062500 Penalty: 903.717102
	Iteration 126Q: 3 clusters Score -755776.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -755778.500000 Penalty: 903.717102
	Iteration 127Q: 3 clusters Score -755778.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -755783.312500 Penalty: 903.717102
	Iteration 128Q: 3 clusters Score -755783.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -755785.125000 Penalty: 903.717102
	Iteration 129Q: 3 clusters Score -755785.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -755793.437500 Penalty: 903.717102
	Iteration 130Q: 3 clusters Score -755793.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -755804.562500 Penalty: 903.717102
	Iteration 131Q: 3 clusters Score -755804.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -755810.000000 Penalty: 903.717102
	Iteration 132Q: 3 clusters Score -755810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -755810.687500 Penalty: 903.717102
	Iteration 133Q: 3 clusters Score -755810.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -755812.250000 Penalty: 903.717102
	Iteration 134Q: 3 clusters Score -755812.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -755816.625000 Penalty: 903.717102
	Iteration 135Q: 3 clusters Score -755816.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -755821.250000 Penalty: 903.717102
	Iteration 136Q: 3 clusters Score -755821.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -755820.500000 Penalty: 903.717102
	Iteration 137Q: 3 clusters Score -755820.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -755823.625000 Penalty: 903.717102
	Iteration 138Q: 3 clusters Score -755823.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -755824.312500 Penalty: 903.717102
	Iteration 139Q: 3 clusters Score -755824.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -755824.125000 Penalty: 903.717102
	Iteration 140F: 3 clusters Score -755824.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -755825.500000 Penalty: 903.717102
	Iteration 141Q: 3 clusters Score -755825.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -755828.062500 Penalty: 903.717102
	Iteration 142Q: 3 clusters Score -755828.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -755827.687500 Penalty: 903.717102
	Iteration 143Q: 3 clusters Score -755827.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -755828.000000 Penalty: 903.717102
	Iteration 144Q: 3 clusters Score -755828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -755831.312500 Penalty: 903.717102
	Iteration 145Q: 3 clusters Score -755831.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -755831.312500 Penalty: 903.717102
	Iteration 146Q: 3 clusters Score -755831.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -755832.437500 Penalty: 903.717102
	Iteration 147Q: 3 clusters Score -755832.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -755833.750000 Penalty: 903.717102
	Iteration 148Q: 3 clusters Score -755833.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -755841.250000 Penalty: 903.717102
	Iteration 149Q: 3 clusters Score -755841.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -755843.750000 Penalty: 903.717102
	Iteration 150Q: 3 clusters Score -755843.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -755850.750000 Penalty: 903.717102
	Iteration 151Q: 3 clusters Score -755850.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -755866.250000 Penalty: 903.717102
	Iteration 152Q: 3 clusters Score -755866.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -755878.250000 Penalty: 903.717102
	Iteration 153Q: 3 clusters Score -755878.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -755890.625000 Penalty: 903.717102
	Iteration 154Q: 3 clusters Score -755890.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -755904.812500 Penalty: 903.717102
	Iteration 155Q: 3 clusters Score -755904.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -755919.437500 Penalty: 903.717102
	Iteration 156Q: 3 clusters Score -755919.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -755936.500000 Penalty: 903.717102
	Iteration 157Q: 3 clusters Score -755936.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -755953.312500 Penalty: 903.717102
	Iteration 158Q: 3 clusters Score -755953.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -755965.125000 Penalty: 903.717102
	Iteration 159Q: 3 clusters Score -755965.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -755983.687500 Penalty: 903.717102
	Iteration 160F: 3 clusters Score -755983.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -755997.312500 Penalty: 903.717102
	Iteration 161Q: 3 clusters Score -755997.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -756009.500000 Penalty: 903.717102
	Iteration 162Q: 3 clusters Score -756009.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -756025.937500 Penalty: 903.717102
	Iteration 163Q: 3 clusters Score -756025.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -756038.500000 Penalty: 903.717102
	Iteration 164Q: 3 clusters Score -756038.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -756048.187500 Penalty: 903.717102
	Iteration 165Q: 3 clusters Score -756048.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -756063.312500 Penalty: 903.717102
	Iteration 166Q: 3 clusters Score -756063.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -756074.312500 Penalty: 903.717102
	Iteration 167Q: 3 clusters Score -756074.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -756089.500000 Penalty: 903.717102
	Iteration 168Q: 3 clusters Score -756089.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -756095.187500 Penalty: 903.717102
	Iteration 169Q: 3 clusters Score -756095.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -756102.187500 Penalty: 903.717102
	Iteration 170Q: 3 clusters Score -756102.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -756104.500000 Penalty: 903.717102
	Iteration 171Q: 3 clusters Score -756104.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -756106.687500 Penalty: 903.717102
	Iteration 172Q: 3 clusters Score -756106.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -756107.875000 Penalty: 903.717102
	Iteration 173Q: 3 clusters Score -756107.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -756109.000000 Penalty: 903.717102
	Iteration 174Q: 3 clusters Score -756109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -756109.500000 Penalty: 903.717102
	Iteration 175Q: 3 clusters Score -756109.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -756109.812500 Penalty: 903.717102
	Iteration 176Q: 3 clusters Score -756109.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -756109.187500 Penalty: 903.717102
	Iteration 177Q: 3 clusters Score -756109.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -756109.250000 Penalty: 903.717102
	Iteration 178Q: 3 clusters Score -756109.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -756110.437500 Penalty: 903.717102
	Iteration 179Q: 3 clusters Score -756110.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -756110.375000 Penalty: 903.717102
	Iteration 180F: 3 clusters Score -756110.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Entering Unmasked Estep 
Score: -149463.437500 Penalty: 378.045471
	Iteration 0F: 2 clusters Score -149463.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -146715.984375 Penalty: 756.090942
	Iteration 0F: 3 clusters Score -146716 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -147709.656250 Penalty: 756.090942
	Iteration 1F: 3 clusters Score -147709.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -147815.281250 Penalty: 756.090942
	Iteration 2F: 3 clusters Score -147815.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -147895.453125 Penalty: 756.090942
	Iteration 3Q: 3 clusters Score -147895.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -147977.546875 Penalty: 756.090942
	Iteration 4Q: 3 clusters Score -147977.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -148084.468750 Penalty: 756.090942
	Iteration 5Q: 3 clusters Score -148084.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -148218.234375 Penalty: 756.090942
	Iteration 6Q: 3 clusters Score -148218.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -148361.875000 Penalty: 756.090942
	Iteration 7Q: 3 clusters Score -148361.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -148454.281250 Penalty: 756.090942
	Iteration 8Q: 3 clusters Score -148454.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -148505.937500 Penalty: 756.090942
	Iteration 9Q: 3 clusters Score -148505.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -148541.390625 Penalty: 756.090942
	Iteration 10Q: 3 clusters Score -148541.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -148559.906250 Penalty: 756.090942
	Iteration 11Q: 3 clusters Score -148559.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -148572.109375 Penalty: 756.090942
	Iteration 12Q: 3 clusters Score -148572.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -148580.765625 Penalty: 756.090942
	Iteration 13Q: 3 clusters Score -148580.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -148592.093750 Penalty: 756.090942
	Iteration 14Q: 3 clusters Score -148592.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -148600.593750 Penalty: 756.090942
	Iteration 15Q: 3 clusters Score -148600.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -148609.796875 Penalty: 756.090942
	Iteration 16Q: 3 clusters Score -148609.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -148618.859375 Penalty: 756.090942
	Iteration 17Q: 3 clusters Score -148618.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -148629.515625 Penalty: 756.090942
	Iteration 18Q: 3 clusters Score -148629.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -148641.078125 Penalty: 756.090942
	Iteration 19Q: 3 clusters Score -148641.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -148652.734375 Penalty: 756.090942
	Iteration 20F: 3 clusters Score -148652.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -148659.406250 Penalty: 756.090942
	Iteration 21Q: 3 clusters Score -148659.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -148666.328125 Penalty: 756.090942
	Iteration 22Q: 3 clusters Score -148666.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -148675.640625 Penalty: 756.090942
	Iteration 23Q: 3 clusters Score -148675.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -148684.156250 Penalty: 756.090942
	Iteration 24Q: 3 clusters Score -148684.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -148696.140625 Penalty: 756.090942
	Iteration 25Q: 3 clusters Score -148696.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -148714.984375 Penalty: 756.090942
	Iteration 26Q: 3 clusters Score -148715 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -148731.062500 Penalty: 756.090942
	Iteration 27Q: 3 clusters Score -148731.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -148750.140625 Penalty: 756.090942
	Iteration 28Q: 3 clusters Score -148750.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -148769.000000 Penalty: 756.090942
	Iteration 29Q: 3 clusters Score -148769 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -148789.500000 Penalty: 756.090942
	Iteration 30Q: 3 clusters Score -148789.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -148809.421875 Penalty: 756.090942
	Iteration 31Q: 3 clusters Score -148809.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -148833.671875 Penalty: 756.090942
	Iteration 32Q: 3 clusters Score -148833.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -148866.453125 Penalty: 756.090942
	Iteration 33Q: 3 clusters Score -148866.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -148896.562500 Penalty: 756.090942
	Iteration 34Q: 3 clusters Score -148896.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -148920.031250 Penalty: 756.090942
	Iteration 35Q: 3 clusters Score -148920 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -148942.906250 Penalty: 756.090942
	Iteration 36Q: 3 clusters Score -148942.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -148964.265625 Penalty: 756.090942
	Iteration 37Q: 3 clusters Score -148964.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -148978.125000 Penalty: 756.090942
	Iteration 38Q: 3 clusters Score -148978.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -148993.531250 Penalty: 756.090942
	Iteration 39Q: 3 clusters Score -148993.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -149009.140625 Penalty: 756.090942
	Iteration 40F: 3 clusters Score -149009.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -149023.687500 Penalty: 756.090942
	Iteration 41Q: 3 clusters Score -149023.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -149031.328125 Penalty: 756.090942
	Iteration 42Q: 3 clusters Score -149031.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -149041.531250 Penalty: 756.090942
	Iteration 43Q: 3 clusters Score -149041.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -149048.812500 Penalty: 756.090942
	Iteration 44Q: 3 clusters Score -149048.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -149056.046875 Penalty: 756.090942
	Iteration 45Q: 3 clusters Score -149056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -149064.578125 Penalty: 756.090942
	Iteration 46Q: 3 clusters Score -149064.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -149076.484375 Penalty: 756.090942
	Iteration 47Q: 3 clusters Score -149076.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -149090.375000 Penalty: 756.090942
	Iteration 48Q: 3 clusters Score -149090.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -149097.734375 Penalty: 756.090942
	Iteration 49Q: 3 clusters Score -149097.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -149104.781250 Penalty: 756.090942
	Iteration 50Q: 3 clusters Score -149104.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -149108.781250 Penalty: 756.090942
	Iteration 51Q: 3 clusters Score -149108.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -149115.031250 Penalty: 756.090942
	Iteration 52Q: 3 clusters Score -149115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -149119.750000 Penalty: 756.090942
	Iteration 53Q: 3 clusters Score -149119.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -149122.593750 Penalty: 756.090942
	Iteration 54Q: 3 clusters Score -149122.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -149126.296875 Penalty: 756.090942
	Iteration 55Q: 3 clusters Score -149126.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -149130.671875 Penalty: 756.090942
	Iteration 56Q: 3 clusters Score -149130.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -149136.875000 Penalty: 756.090942
	Iteration 57Q: 3 clusters Score -149136.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -149142.109375 Penalty: 756.090942
	Iteration 58Q: 3 clusters Score -149142.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -149144.781250 Penalty: 756.090942
	Iteration 59Q: 3 clusters Score -149144.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -149146.859375 Penalty: 756.090942
	Iteration 60F: 3 clusters Score -149146.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -149149.531250 Penalty: 756.090942
	Iteration 61Q: 3 clusters Score -149149.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -149149.796875 Penalty: 756.090942
	Iteration 62Q: 3 clusters Score -149149.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -149150.171875 Penalty: 756.090942
	Iteration 63Q: 3 clusters Score -149150.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -149152.312500 Penalty: 756.090942
	Iteration 64Q: 3 clusters Score -149152.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -149153.515625 Penalty: 756.090942
	Iteration 65Q: 3 clusters Score -149153.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -149153.515625 Penalty: 756.090942
	Iteration 66F: 3 clusters Score -149153.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -36403.406250 Penalty: 316.262085
	Iteration 0F: 2 clusters Score -36403.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -35569.472656 Penalty: 632.524170
	Iteration 0F: 3 clusters Score -35569.47 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -35853.792969 Penalty: 632.524170
	Iteration 1F: 3 clusters Score -35853.79 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -35911.250000 Penalty: 632.524170
	Iteration 2F: 3 clusters Score -35911.25 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -35946.007812 Penalty: 632.524170
	Iteration 3F: 3 clusters Score -35946.01 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -35964.855469 Penalty: 632.524170
	Iteration 4Q: 3 clusters Score -35964.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -35978.562500 Penalty: 632.524170
	Iteration 5Q: 3 clusters Score -35978.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -35996.492188 Penalty: 632.524170
	Iteration 6Q: 3 clusters Score -35996.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -36008.644531 Penalty: 632.524170
	Iteration 7Q: 3 clusters Score -36008.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -36022.195312 Penalty: 632.524170
	Iteration 8Q: 3 clusters Score -36022.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -36045.605469 Penalty: 632.524170
	Iteration 9Q: 3 clusters Score -36045.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -36073.683594 Penalty: 632.524170
	Iteration 10Q: 3 clusters Score -36073.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -36098.792969 Penalty: 632.524170
	Iteration 11Q: 3 clusters Score -36098.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -36127.480469 Penalty: 632.524170
	Iteration 12Q: 3 clusters Score -36127.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -36144.601562 Penalty: 632.524170
	Iteration 13Q: 3 clusters Score -36144.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -36160.953125 Penalty: 632.524170
	Iteration 14Q: 3 clusters Score -36160.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -36171.203125 Penalty: 632.524170
	Iteration 15Q: 3 clusters Score -36171.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -36181.910156 Penalty: 632.524170
	Iteration 16Q: 3 clusters Score -36181.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -36196.300781 Penalty: 632.524170
	Iteration 17Q: 3 clusters Score -36196.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -36210.496094 Penalty: 632.524170
	Iteration 18Q: 3 clusters Score -36210.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -36218.882812 Penalty: 632.524170
	Iteration 19Q: 3 clusters Score -36218.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -36223.199219 Penalty: 632.524170
	Iteration 20F: 3 clusters Score -36223.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36230.406250 Penalty: 632.524170
	Iteration 21Q: 3 clusters Score -36230.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -36236.707031 Penalty: 632.524170
	Iteration 22Q: 3 clusters Score -36236.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -36243.296875 Penalty: 632.524170
	Iteration 23Q: 3 clusters Score -36243.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -36248.367188 Penalty: 632.524170
	Iteration 24Q: 3 clusters Score -36248.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -36249.328125 Penalty: 632.524170
	Iteration 25Q: 3 clusters Score -36249.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -36250.082031 Penalty: 632.524170
	Iteration 26Q: 3 clusters Score -36250.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -36250.562500 Penalty: 632.524170
	Iteration 27Q: 3 clusters Score -36250.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -36251.464844 Penalty: 632.524170
	Iteration 28Q: 3 clusters Score -36251.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -36251.796875 Penalty: 632.524170
	Iteration 29Q: 3 clusters Score -36251.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -36251.796875 Penalty: 632.524170
	Iteration 30F: 3 clusters Score -36251.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Entering Unmasked Estep 
Score: -119062.906250 Penalty: 369.269806
	Iteration 0F: 2 clusters Score -119062.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -116793.515625 Penalty: 738.539612
	Iteration 0F: 3 clusters Score -116793.5 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -117638.195312 Penalty: 738.539612
	Iteration 1F: 3 clusters Score -117638.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -117783.179688 Penalty: 738.539612
	Iteration 2F: 3 clusters Score -117783.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -117907.835938 Penalty: 738.539612
	Iteration 3F: 3 clusters Score -117907.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -118022.062500 Penalty: 738.539612
	Iteration 4F: 3 clusters Score -118022.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -118116.328125 Penalty: 738.539612
	Iteration 5F: 3 clusters Score -118116.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -118193.046875 Penalty: 738.539612
	Iteration 6Q: 3 clusters Score -118193 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -118242.945312 Penalty: 738.539612
	Iteration 7Q: 3 clusters Score -118242.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -118274.203125 Penalty: 738.539612
	Iteration 8Q: 3 clusters Score -118274.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -118297.765625 Penalty: 738.539612
	Iteration 9Q: 3 clusters Score -118297.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -118317.195312 Penalty: 738.539612
	Iteration 10Q: 3 clusters Score -118317.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -118326.804688 Penalty: 738.539612
	Iteration 11Q: 3 clusters Score -118326.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -118331.890625 Penalty: 738.539612
	Iteration 12Q: 3 clusters Score -118331.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -118336.031250 Penalty: 738.539612
	Iteration 13Q: 3 clusters Score -118336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -118339.476562 Penalty: 738.539612
	Iteration 14Q: 3 clusters Score -118339.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -118342.187500 Penalty: 738.539612
	Iteration 15Q: 3 clusters Score -118342.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -118344.796875 Penalty: 738.539612
	Iteration 16Q: 3 clusters Score -118344.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -118346.796875 Penalty: 738.539612
	Iteration 17Q: 3 clusters Score -118346.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -118347.601562 Penalty: 738.539612
	Iteration 18Q: 3 clusters Score -118347.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -118347.960938 Penalty: 738.539612
	Iteration 19Q: 3 clusters Score -118348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -118348.164062 Penalty: 738.539612
	Iteration 20F: 3 clusters Score -118348.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -118348.312500 Penalty: 738.539612
	Iteration 21Q: 3 clusters Score -118348.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -118349.117188 Penalty: 738.539612
	Iteration 22Q: 3 clusters Score -118349.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -118349.703125 Penalty: 738.539612
	Iteration 23Q: 3 clusters Score -118349.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -118350.343750 Penalty: 738.539612
	Iteration 24Q: 3 clusters Score -118350.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -118352.000000 Penalty: 738.539612
	Iteration 25Q: 3 clusters Score -118352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -118354.500000 Penalty: 738.539612
	Iteration 26Q: 3 clusters Score -118354.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -118357.664062 Penalty: 738.539612
	Iteration 27Q: 3 clusters Score -118357.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -118359.351562 Penalty: 738.539612
	Iteration 28Q: 3 clusters Score -118359.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -118360.804688 Penalty: 738.539612
	Iteration 29Q: 3 clusters Score -118360.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -118361.656250 Penalty: 738.539612
	Iteration 30Q: 3 clusters Score -118361.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -118362.625000 Penalty: 738.539612
	Iteration 31Q: 3 clusters Score -118362.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -118365.226562 Penalty: 738.539612
	Iteration 32Q: 3 clusters Score -118365.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -118367.500000 Penalty: 738.539612
	Iteration 33Q: 3 clusters Score -118367.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -118371.359375 Penalty: 738.539612
	Iteration 34Q: 3 clusters Score -118371.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -118375.031250 Penalty: 738.539612
	Iteration 35Q: 3 clusters Score -118375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -118378.242188 Penalty: 738.539612
	Iteration 36Q: 3 clusters Score -118378.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -118379.609375 Penalty: 738.539612
	Iteration 37Q: 3 clusters Score -118379.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -118381.023438 Penalty: 738.539612
	Iteration 38Q: 3 clusters Score -118381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -118383.820312 Penalty: 738.539612
	Iteration 39Q: 3 clusters Score -118383.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -118386.820312 Penalty: 738.539612
	Iteration 40F: 3 clusters Score -118386.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -118390.687500 Penalty: 738.539612
	Iteration 41Q: 3 clusters Score -118390.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -118395.742188 Penalty: 738.539612
	Iteration 42Q: 3 clusters Score -118395.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -118399.476562 Penalty: 738.539612
	Iteration 43Q: 3 clusters Score -118399.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -118402.179688 Penalty: 738.539612
	Iteration 44Q: 3 clusters Score -118402.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -118406.945312 Penalty: 738.539612
	Iteration 45Q: 3 clusters Score -118406.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -118414.328125 Penalty: 738.539612
	Iteration 46Q: 3 clusters Score -118414.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -118423.406250 Penalty: 738.539612
	Iteration 47Q: 3 clusters Score -118423.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -118431.781250 Penalty: 738.539612
	Iteration 48Q: 3 clusters Score -118431.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -118438.500000 Penalty: 738.539612
	Iteration 49Q: 3 clusters Score -118438.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -118443.195312 Penalty: 738.539612
	Iteration 50Q: 3 clusters Score -118443.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -118447.570312 Penalty: 738.539612
	Iteration 51Q: 3 clusters Score -118447.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -118453.062500 Penalty: 738.539612
	Iteration 52Q: 3 clusters Score -118453.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -118458.539062 Penalty: 738.539612
	Iteration 53Q: 3 clusters Score -118458.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -118462.445312 Penalty: 738.539612
	Iteration 54Q: 3 clusters Score -118462.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -118470.773438 Penalty: 738.539612
	Iteration 55Q: 3 clusters Score -118470.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -118479.335938 Penalty: 738.539612
	Iteration 56Q: 3 clusters Score -118479.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -118486.562500 Penalty: 738.539612
	Iteration 57Q: 3 clusters Score -118486.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -118492.687500 Penalty: 738.539612
	Iteration 58Q: 3 clusters Score -118492.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -118497.718750 Penalty: 738.539612
	Iteration 59Q: 3 clusters Score -118497.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -118501.742188 Penalty: 738.539612
	Iteration 60F: 3 clusters Score -118501.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -118507.203125 Penalty: 738.539612
	Iteration 61Q: 3 clusters Score -118507.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -118510.000000 Penalty: 738.539612
	Iteration 62Q: 3 clusters Score -118510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -118512.765625 Penalty: 738.539612
	Iteration 63Q: 3 clusters Score -118512.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -118517.460938 Penalty: 738.539612
	Iteration 64Q: 3 clusters Score -118517.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -118520.546875 Penalty: 738.539612
	Iteration 65Q: 3 clusters Score -118520.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -118524.109375 Penalty: 738.539612
	Iteration 66Q: 3 clusters Score -118524.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -118527.343750 Penalty: 738.539612
	Iteration 67Q: 3 clusters Score -118527.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -118530.718750 Penalty: 738.539612
	Iteration 68Q: 3 clusters Score -118530.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -118533.093750 Penalty: 738.539612
	Iteration 69Q: 3 clusters Score -118533.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -118534.828125 Penalty: 738.539612
	Iteration 70Q: 3 clusters Score -118534.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -118538.250000 Penalty: 738.539612
	Iteration 71Q: 3 clusters Score -118538.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -118542.273438 Penalty: 738.539612
	Iteration 72Q: 3 clusters Score -118542.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -118547.812500 Penalty: 738.539612
	Iteration 73Q: 3 clusters Score -118547.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -118554.234375 Penalty: 738.539612
	Iteration 74Q: 3 clusters Score -118554.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -118562.484375 Penalty: 738.539612
	Iteration 75Q: 3 clusters Score -118562.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -118570.531250 Penalty: 738.539612
	Iteration 76Q: 3 clusters Score -118570.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -118580.914062 Penalty: 738.539612
	Iteration 77Q: 3 clusters Score -118580.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118586.773438 Penalty: 738.539612
	Iteration 78Q: 3 clusters Score -118586.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -118592.765625 Penalty: 738.539612
	Iteration 79Q: 3 clusters Score -118592.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -118604.187500 Penalty: 738.539612
	Iteration 80F: 3 clusters Score -118604.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -118616.085938 Penalty: 738.539612
	Iteration 81Q: 3 clusters Score -118616.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -118628.664062 Penalty: 738.539612
	Iteration 82Q: 3 clusters Score -118628.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -118649.914062 Penalty: 738.539612
	Iteration 83Q: 3 clusters Score -118649.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -118671.429688 Penalty: 738.539612
	Iteration 84Q: 3 clusters Score -118671.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -118686.554688 Penalty: 738.539612
	Iteration 85Q: 3 clusters Score -118686.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -118699.539062 Penalty: 738.539612
	Iteration 86Q: 3 clusters Score -118699.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -118710.609375 Penalty: 738.539612
	Iteration 87Q: 3 clusters Score -118710.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -118717.625000 Penalty: 738.539612
	Iteration 88Q: 3 clusters Score -118717.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -118723.132812 Penalty: 738.539612
	Iteration 89Q: 3 clusters Score -118723.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -118729.359375 Penalty: 738.539612
	Iteration 90Q: 3 clusters Score -118729.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -118734.609375 Penalty: 738.539612
	Iteration 91Q: 3 clusters Score -118734.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -118737.828125 Penalty: 738.539612
	Iteration 92Q: 3 clusters Score -118737.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -118741.632812 Penalty: 738.539612
	Iteration 93Q: 3 clusters Score -118741.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -118745.265625 Penalty: 738.539612
	Iteration 94Q: 3 clusters Score -118745.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -118750.242188 Penalty: 738.539612
	Iteration 95Q: 3 clusters Score -118750.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -118754.765625 Penalty: 738.539612
	Iteration 96Q: 3 clusters Score -118754.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -118761.312500 Penalty: 738.539612
	Iteration 97Q: 3 clusters Score -118761.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -118763.992188 Penalty: 738.539612
	Iteration 98Q: 3 clusters Score -118764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -118765.406250 Penalty: 738.539612
	Iteration 99Q: 3 clusters Score -118765.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -118767.437500 Penalty: 738.539612
	Iteration 100F: 3 clusters Score -118767.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -118769.460938 Penalty: 738.539612
	Iteration 101Q: 3 clusters Score -118769.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -118770.039062 Penalty: 738.539612
	Iteration 102Q: 3 clusters Score -118770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -118770.039062 Penalty: 738.539612
	Iteration 103F: 3 clusters Score -118770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Entering Unmasked Estep 
Score: -278879.781250 Penalty: 406.959229
	Iteration 0F: 2 clusters Score -278879.8 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 3806 members 
Entering Unmasked Estep 
Score: -273741.906250 Penalty: 813.918457
	Iteration 0F: 3 clusters Score -273741.9 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -276242.218750 Penalty: 813.918457
	Iteration 1F: 3 clusters Score -276242.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -276817.875000 Penalty: 813.918457
	Iteration 2F: 3 clusters Score -276817.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -277281.250000 Penalty: 813.918457
	Iteration 3F: 3 clusters Score -277281.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -277660.312500 Penalty: 813.918457
	Iteration 4F: 3 clusters Score -277660.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -277888.812500 Penalty: 813.918457
	Iteration 5F: 3 clusters Score -277888.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -277999.000000 Penalty: 813.918457
	Iteration 6Q: 3 clusters Score -277999 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -278043.468750 Penalty: 813.918457
	Iteration 7Q: 3 clusters Score -278043.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -278061.687500 Penalty: 813.918457
	Iteration 8Q: 3 clusters Score -278061.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -278069.375000 Penalty: 813.918457
	Iteration 9Q: 3 clusters Score -278069.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -278072.718750 Penalty: 813.918457
	Iteration 10Q: 3 clusters Score -278072.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -278075.375000 Penalty: 813.918457
	Iteration 11Q: 3 clusters Score -278075.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -278076.187500 Penalty: 813.918457
	Iteration 12Q: 3 clusters Score -278076.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -278077.781250 Penalty: 813.918457
	Iteration 13Q: 3 clusters Score -278077.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -278078.343750 Penalty: 813.918457
	Iteration 14Q: 3 clusters Score -278078.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -278078.812500 Penalty: 813.918457
	Iteration 15Q: 3 clusters Score -278078.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -278079.406250 Penalty: 813.918457
	Iteration 16Q: 3 clusters Score -278079.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -278079.937500 Penalty: 813.918457
	Iteration 17Q: 3 clusters Score -278079.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -278080.000000 Penalty: 813.918457
	Iteration 18Q: 3 clusters Score -278080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -278080.875000 Penalty: 813.918457
	Iteration 19Q: 3 clusters Score -278080.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -278081.968750 Penalty: 813.918457
	Iteration 20F: 3 clusters Score -278082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -278082.562500 Penalty: 813.918457
	Iteration 21Q: 3 clusters Score -278082.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -278083.625000 Penalty: 813.918457
	Iteration 22Q: 3 clusters Score -278083.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -278085.000000 Penalty: 813.918457
	Iteration 23Q: 3 clusters Score -278085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -278086.468750 Penalty: 813.918457
	Iteration 24Q: 3 clusters Score -278086.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -278088.156250 Penalty: 813.918457
	Iteration 25Q: 3 clusters Score -278088.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -278090.562500 Penalty: 813.918457
	Iteration 26Q: 3 clusters Score -278090.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -278093.906250 Penalty: 813.918457
	Iteration 27Q: 3 clusters Score -278093.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -278097.218750 Penalty: 813.918457
	Iteration 28Q: 3 clusters Score -278097.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -278100.812500 Penalty: 813.918457
	Iteration 29Q: 3 clusters Score -278100.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -278106.343750 Penalty: 813.918457
	Iteration 30Q: 3 clusters Score -278106.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -278113.406250 Penalty: 813.918457
	Iteration 31Q: 3 clusters Score -278113.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -278119.031250 Penalty: 813.918457
	Iteration 32Q: 3 clusters Score -278119 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -278125.125000 Penalty: 813.918457
	Iteration 33Q: 3 clusters Score -278125.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -278129.968750 Penalty: 813.918457
	Iteration 34Q: 3 clusters Score -278130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -278135.625000 Penalty: 813.918457
	Iteration 35Q: 3 clusters Score -278135.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -278139.843750 Penalty: 813.918457
	Iteration 36Q: 3 clusters Score -278139.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -278146.687500 Penalty: 813.918457
	Iteration 37Q: 3 clusters Score -278146.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -278155.500000 Penalty: 813.918457
	Iteration 38Q: 3 clusters Score -278155.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -278167.250000 Penalty: 813.918457
	Iteration 39Q: 3 clusters Score -278167.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -278176.562500 Penalty: 813.918457
	Iteration 40F: 3 clusters Score -278176.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -278184.281250 Penalty: 813.918457
	Iteration 41Q: 3 clusters Score -278184.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -278190.750000 Penalty: 813.918457
	Iteration 42Q: 3 clusters Score -278190.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -278202.968750 Penalty: 813.918457
	Iteration 43Q: 3 clusters Score -278203 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -278216.750000 Penalty: 813.918457
	Iteration 44Q: 3 clusters Score -278216.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -278234.187500 Penalty: 813.918457
	Iteration 45Q: 3 clusters Score -278234.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -278257.312500 Penalty: 813.918457
	Iteration 46Q: 3 clusters Score -278257.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -278276.750000 Penalty: 813.918457
	Iteration 47Q: 3 clusters Score -278276.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -278292.562500 Penalty: 813.918457
	Iteration 48Q: 3 clusters Score -278292.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -278316.281250 Penalty: 813.918457
	Iteration 49Q: 3 clusters Score -278316.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -278343.031250 Penalty: 813.918457
	Iteration 50Q: 3 clusters Score -278343 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -278370.062500 Penalty: 813.918457
	Iteration 51Q: 3 clusters Score -278370.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -278397.062500 Penalty: 813.918457
	Iteration 52Q: 3 clusters Score -278397.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -278424.312500 Penalty: 813.918457
	Iteration 53Q: 3 clusters Score -278424.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -278452.593750 Penalty: 813.918457
	Iteration 54Q: 3 clusters Score -278452.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -278483.625000 Penalty: 813.918457
	Iteration 55Q: 3 clusters Score -278483.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -278512.000000 Penalty: 813.918457
	Iteration 56Q: 3 clusters Score -278512 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -278548.437500 Penalty: 813.918457
	Iteration 57Q: 3 clusters Score -278548.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -278579.250000 Penalty: 813.918457
	Iteration 58Q: 3 clusters Score -278579.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -278615.125000 Penalty: 813.918457
	Iteration 59Q: 3 clusters Score -278615.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -278655.000000 Penalty: 813.918457
	Iteration 60F: 3 clusters Score -278655 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -278684.062500 Penalty: 813.918457
	Iteration 61Q: 3 clusters Score -278684.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -278709.125000 Penalty: 813.918457
	Iteration 62Q: 3 clusters Score -278709.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -278723.437500 Penalty: 813.918457
	Iteration 63Q: 3 clusters Score -278723.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -278734.625000 Penalty: 813.918457
	Iteration 64Q: 3 clusters Score -278734.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -278741.062500 Penalty: 813.918457
	Iteration 65Q: 3 clusters Score -278741.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -278750.250000 Penalty: 813.918457
	Iteration 66Q: 3 clusters Score -278750.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -278760.968750 Penalty: 813.918457
	Iteration 67Q: 3 clusters Score -278761 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -278786.562500 Penalty: 813.918457
	Iteration 68Q: 3 clusters Score -278786.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -278807.312500 Penalty: 813.918457
	Iteration 69Q: 3 clusters Score -278807.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -278817.718750 Penalty: 813.918457
	Iteration 70Q: 3 clusters Score -278817.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -278821.250000 Penalty: 813.918457
	Iteration 71Q: 3 clusters Score -278821.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -278823.781250 Penalty: 813.918457
	Iteration 72Q: 3 clusters Score -278823.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -278824.187500 Penalty: 813.918457
	Iteration 73Q: 3 clusters Score -278824.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -278824.718750 Penalty: 813.918457
	Iteration 74Q: 3 clusters Score -278824.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -278824.968750 Penalty: 813.918457
	Iteration 75Q: 3 clusters Score -278825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -278825.562500 Penalty: 813.918457
	Iteration 76Q: 3 clusters Score -278825.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -278825.093750 Penalty: 813.918457
	Iteration 77Q: 3 clusters Score -278825.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -278824.875000 Penalty: 813.918457
	Iteration 78Q: 3 clusters Score -278824.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -278825.593750 Penalty: 813.918457
	Iteration 79Q: 3 clusters Score -278825.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -278826.031250 Penalty: 813.918457
	Iteration 80F: 3 clusters Score -278826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (559223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559223 members 
Entering Unmasked Estep 
Score: -21576238.000000 Penalty: 602.160828
	Iteration 0F: 2 clusters Score -2.157624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280180 members 
Mstep: Class 2 contains 279043 members 
Entering Unmasked Estep 
Score: -21223908.000000 Penalty: 1204.321655
	Iteration 0F: 3 clusters Score -2.122391e+07 nChanged 277590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331884 members 
Mstep: Class 2 contains 227339 members 
Entering Unmasked Estep 
Score: -21406006.000000 Penalty: 1204.321655
	Iteration 1F: 3 clusters Score -2.140601e+07 nChanged 42058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371544 members 
Mstep: Class 2 contains 187679 members 
Entering Unmasked Estep 
Score: -21428280.000000 Penalty: 1204.321655
	Iteration 2F: 3 clusters Score -2.142828e+07 nChanged 56246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426288 members 
Mstep: Class 2 contains 132935 members 
Entering Unmasked Estep 
Score: -21459942.000000 Penalty: 1204.321655
	Iteration 3F: 3 clusters Score -2.145994e+07 nChanged 56849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482345 members 
Mstep: Class 2 contains 76878 members 
Entering Unmasked Estep 
Score: -21500194.000000 Penalty: 1204.321655
	Iteration 4F: 3 clusters Score -2.150019e+07 nChanged 41835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523986 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -21539826.000000 Penalty: 1204.321655
	Iteration 5F: 3 clusters Score -2.153983e+07 nChanged 23669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547649 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -21564984.000000 Penalty: 1204.321655
	Iteration 6Q: 3 clusters Score -2.156498e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556085 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -21573328.000000 Penalty: 1204.321655
	Iteration 7Q: 3 clusters Score -2.157333e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558112 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -21575192.000000 Penalty: 1204.321655
	Iteration 8Q: 3 clusters Score -2.157519e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558604 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -21575830.000000 Penalty: 1204.321655
	Iteration 9Q: 3 clusters Score -2.157583e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558644 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -21576048.000000 Penalty: 1204.321655
	Iteration 10Q: 3 clusters Score -2.157605e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558599 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -21576214.000000 Penalty: 1204.321655
	Iteration 11Q: 3 clusters Score -2.157621e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558549 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -21576330.000000 Penalty: 1204.321655
	Iteration 12Q: 3 clusters Score -2.157633e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558496 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -21576344.000000 Penalty: 1204.321655
	Iteration 13Q: 3 clusters Score -2.157634e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558453 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -21576332.000000 Penalty: 1204.321655
	Iteration 14Q: 3 clusters Score -2.157633e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558416 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -21576336.000000 Penalty: 1204.321655
	Iteration 15Q: 3 clusters Score -2.157634e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558376 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -21576338.000000 Penalty: 1204.321655
	Iteration 16Q: 3 clusters Score -2.157634e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558356 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -21576334.000000 Penalty: 1204.321655
	Iteration 17Q: 3 clusters Score -2.157633e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558332 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -21576320.000000 Penalty: 1204.321655
	Iteration 18Q: 3 clusters Score -2.157632e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558316 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -21576298.000000 Penalty: 1204.321655
	Iteration 19Q: 3 clusters Score -2.15763e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558308 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -21576280.000000 Penalty: 1204.321655
	Iteration 20F: 3 clusters Score -2.157628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558304 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -21576296.000000 Penalty: 1204.321655
	Iteration 21Q: 3 clusters Score -2.15763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558296 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -21576286.000000 Penalty: 1204.321655
	Iteration 22Q: 3 clusters Score -2.157629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558291 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -21576282.000000 Penalty: 1204.321655
	Iteration 23Q: 3 clusters Score -2.157628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558287 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -21576296.000000 Penalty: 1204.321655
	Iteration 24Q: 3 clusters Score -2.15763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558284 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -21576286.000000 Penalty: 1204.321655
	Iteration 25Q: 3 clusters Score -2.157629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558281 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -21576294.000000 Penalty: 1204.321655
	Iteration 26Q: 3 clusters Score -2.157629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558280 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -21576294.000000 Penalty: 1204.321655
	Iteration 27Q: 3 clusters Score -2.157629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558279 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -21576290.000000 Penalty: 1204.321655
	Iteration 28Q: 3 clusters Score -2.157629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558279 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -21576290.000000 Penalty: 1204.321655
	Iteration 29Q: 3 clusters Score -2.157629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558279 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -21576290.000000 Penalty: 1204.321655
	Iteration 30F: 3 clusters Score -2.157629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11742 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2583 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 10445 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 9 contains 589564 members 
Mstep: Class 10 contains 6771 members 
Mstep: Class 11 contains 20557 members 
Mstep: Class 12 contains 4059 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 558279 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 6915 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 11936 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7390 members 
Mstep: Class 25 contains 21147 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12697 members 
Mstep: Class 28 contains 1134 members 
Mstep: Class 29 contains 3704 members 
Mstep: Class 30 contains 12694 members 
Mstep: Class 31 contains 5502 members 
Mstep: Class 32 contains 3375 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 1745 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9448 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 5823 members 
Mstep: Class 39 contains 4731 members 
Mstep: Class 40 contains 1396 members 
Mstep: Class 41 contains 944 members 
Entering Unmasked Estep 
Score: -50386040.000000 Penalty: 26384.455078
Splitting cluster 16 changes total score from -50386232.000000 to -50386040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (11055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Entering Unmasked Estep 
Score: -405632.593750 Penalty: 423.634033
	Iteration 0F: 2 clusters Score -405632.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -398373.531250 Penalty: 847.268066
	Iteration 0F: 3 clusters Score -398373.5 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -401438.593750 Penalty: 847.268066
	Iteration 1F: 3 clusters Score -401438.6 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -401770.593750 Penalty: 847.268066
	Iteration 2F: 3 clusters Score -401770.6 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -402171.906250 Penalty: 847.268066
	Iteration 3F: 3 clusters Score -402171.9 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -402597.125000 Penalty: 847.268066
	Iteration 4F: 3 clusters Score -402597.1 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -403095.125000 Penalty: 847.268066
	Iteration 5F: 3 clusters Score -403095.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -403556.500000 Penalty: 847.268066
	Iteration 6F: 3 clusters Score -403556.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -403904.156250 Penalty: 847.268066
	Iteration 7Q: 3 clusters Score -403904.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -404150.531250 Penalty: 847.268066
	Iteration 8Q: 3 clusters Score -404150.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -404346.250000 Penalty: 847.268066
	Iteration 9Q: 3 clusters Score -404346.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -404493.343750 Penalty: 847.268066
	Iteration 10Q: 3 clusters Score -404493.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -404615.593750 Penalty: 847.268066
	Iteration 11Q: 3 clusters Score -404615.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -404706.812500 Penalty: 847.268066
	Iteration 12Q: 3 clusters Score -404706.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -404779.218750 Penalty: 847.268066
	Iteration 13Q: 3 clusters Score -404779.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -404842.093750 Penalty: 847.268066
	Iteration 14Q: 3 clusters Score -404842.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -404903.562500 Penalty: 847.268066
	Iteration 15Q: 3 clusters Score -404903.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -404958.062500 Penalty: 847.268066
	Iteration 16Q: 3 clusters Score -404958.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -405004.937500 Penalty: 847.268066
	Iteration 17Q: 3 clusters Score -405004.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -405053.531250 Penalty: 847.268066
	Iteration 18Q: 3 clusters Score -405053.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -405097.687500 Penalty: 847.268066
	Iteration 19Q: 3 clusters Score -405097.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -405147.687500 Penalty: 847.268066
	Iteration 20F: 3 clusters Score -405147.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -405174.656250 Penalty: 847.268066
	Iteration 21Q: 3 clusters Score -405174.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -405196.062500 Penalty: 847.268066
	Iteration 22Q: 3 clusters Score -405196.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -405212.062500 Penalty: 847.268066
	Iteration 23Q: 3 clusters Score -405212.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -405231.093750 Penalty: 847.268066
	Iteration 24Q: 3 clusters Score -405231.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -405247.906250 Penalty: 847.268066
	Iteration 25Q: 3 clusters Score -405247.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -405262.906250 Penalty: 847.268066
	Iteration 26Q: 3 clusters Score -405262.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -405270.781250 Penalty: 847.268066
	Iteration 27Q: 3 clusters Score -405270.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -405278.125000 Penalty: 847.268066
	Iteration 28Q: 3 clusters Score -405278.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -405285.468750 Penalty: 847.268066
	Iteration 29Q: 3 clusters Score -405285.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -405288.093750 Penalty: 847.268066
	Iteration 30Q: 3 clusters Score -405288.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -405288.937500 Penalty: 847.268066
	Iteration 31Q: 3 clusters Score -405288.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -405289.437500 Penalty: 847.268066
	Iteration 32Q: 3 clusters Score -405289.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -405289.312500 Penalty: 847.268066
	Iteration 33Q: 3 clusters Score -405289.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -405289.312500 Penalty: 847.268066
	Iteration 34F: 3 clusters Score -405289.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Entering Unmasked Estep 
Score: -256976.031250 Penalty: 402.285889
	Iteration 0F: 2 clusters Score -256976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -252435.718750 Penalty: 804.571777
	Iteration 0F: 3 clusters Score -252435.7 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -254281.734375 Penalty: 804.571777
	Iteration 1F: 3 clusters Score -254281.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -254460.515625 Penalty: 804.571777
	Iteration 2F: 3 clusters Score -254460.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -254658.984375 Penalty: 804.571777
	Iteration 3F: 3 clusters Score -254659 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -254896.015625 Penalty: 804.571777
	Iteration 4F: 3 clusters Score -254896 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -255147.406250 Penalty: 804.571777
	Iteration 5F: 3 clusters Score -255147.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -255424.875000 Penalty: 804.571777
	Iteration 6F: 3 clusters Score -255424.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -255742.750000 Penalty: 804.571777
	Iteration 7Q: 3 clusters Score -255742.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -256042.140625 Penalty: 804.571777
	Iteration 8Q: 3 clusters Score -256042.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -256233.968750 Penalty: 804.571777
	Iteration 9Q: 3 clusters Score -256234 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -256348.375000 Penalty: 804.571777
	Iteration 10Q: 3 clusters Score -256348.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -256420.093750 Penalty: 804.571777
	Iteration 11Q: 3 clusters Score -256420.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -256467.125000 Penalty: 804.571777
	Iteration 12Q: 3 clusters Score -256467.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -256498.640625 Penalty: 804.571777
	Iteration 13Q: 3 clusters Score -256498.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -256529.203125 Penalty: 804.571777
	Iteration 14Q: 3 clusters Score -256529.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -256564.078125 Penalty: 804.571777
	Iteration 15Q: 3 clusters Score -256564.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -256586.343750 Penalty: 804.571777
	Iteration 16Q: 3 clusters Score -256586.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -256600.843750 Penalty: 804.571777
	Iteration 17Q: 3 clusters Score -256600.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -256613.078125 Penalty: 804.571777
	Iteration 18Q: 3 clusters Score -256613.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -256623.718750 Penalty: 804.571777
	Iteration 19Q: 3 clusters Score -256623.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -256633.703125 Penalty: 804.571777
	Iteration 20F: 3 clusters Score -256633.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -256640.046875 Penalty: 804.571777
	Iteration 21Q: 3 clusters Score -256640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -256645.687500 Penalty: 804.571777
	Iteration 22Q: 3 clusters Score -256645.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -256649.281250 Penalty: 804.571777
	Iteration 23Q: 3 clusters Score -256649.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -256651.062500 Penalty: 804.571777
	Iteration 24Q: 3 clusters Score -256651.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -256651.046875 Penalty: 804.571777
	Iteration 25Q: 3 clusters Score -256651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -256651.468750 Penalty: 804.571777
	Iteration 26Q: 3 clusters Score -256651.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -256651.468750 Penalty: 804.571777
	Iteration 27F: 3 clusters Score -256651.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Entering Unmasked Estep 
Score: -115787.390625 Penalty: 366.509674
	Iteration 0F: 2 clusters Score -115787.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -113597.960938 Penalty: 733.019348
	Iteration 0F: 3 clusters Score -113598 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -114383.562500 Penalty: 733.019348
	Iteration 1F: 3 clusters Score -114383.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -114521.640625 Penalty: 733.019348
	Iteration 2F: 3 clusters Score -114521.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -114688.781250 Penalty: 733.019348
	Iteration 3F: 3 clusters Score -114688.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -114864.968750 Penalty: 733.019348
	Iteration 4F: 3 clusters Score -114865 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -115042.890625 Penalty: 733.019348
	Iteration 5F: 3 clusters Score -115042.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -115216.937500 Penalty: 733.019348
	Iteration 6F: 3 clusters Score -115216.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -115358.789062 Penalty: 733.019348
	Iteration 7F: 3 clusters Score -115358.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -115435.992188 Penalty: 733.019348
	Iteration 8Q: 3 clusters Score -115436 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -115486.968750 Penalty: 733.019348
	Iteration 9Q: 3 clusters Score -115487 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -115524.570312 Penalty: 733.019348
	Iteration 10Q: 3 clusters Score -115524.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -115563.140625 Penalty: 733.019348
	Iteration 11Q: 3 clusters Score -115563.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -115598.070312 Penalty: 733.019348
	Iteration 12Q: 3 clusters Score -115598.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -115630.140625 Penalty: 733.019348
	Iteration 13Q: 3 clusters Score -115630.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -115648.390625 Penalty: 733.019348
	Iteration 14Q: 3 clusters Score -115648.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -115658.132812 Penalty: 733.019348
	Iteration 15Q: 3 clusters Score -115658.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -115662.648438 Penalty: 733.019348
	Iteration 16Q: 3 clusters Score -115662.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -115665.695312 Penalty: 733.019348
	Iteration 17Q: 3 clusters Score -115665.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -115669.671875 Penalty: 733.019348
	Iteration 18Q: 3 clusters Score -115669.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -115674.000000 Penalty: 733.019348
	Iteration 19Q: 3 clusters Score -115674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -115677.539062 Penalty: 733.019348
	Iteration 20F: 3 clusters Score -115677.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -115680.109375 Penalty: 733.019348
	Iteration 21Q: 3 clusters Score -115680.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -115681.296875 Penalty: 733.019348
	Iteration 22Q: 3 clusters Score -115681.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -115681.492188 Penalty: 733.019348
	Iteration 23Q: 3 clusters Score -115681.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -115681.585938 Penalty: 733.019348
	Iteration 24Q: 3 clusters Score -115681.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -115681.742188 Penalty: 733.019348
	Iteration 25Q: 3 clusters Score -115681.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -115681.742188 Penalty: 733.019348
	Iteration 26F: 3 clusters Score -115681.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Entering Unmasked Estep 
Score: -427745.437500 Penalty: 427.122772
	Iteration 0F: 2 clusters Score -427745.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -419782.781250 Penalty: 854.245544
	Iteration 0F: 3 clusters Score -419782.8 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -423730.468750 Penalty: 854.245544
	Iteration 1F: 3 clusters Score -423730.5 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -424398.062500 Penalty: 854.245544
	Iteration 2F: 3 clusters Score -424398.1 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -425040.437500 Penalty: 854.245544
	Iteration 3F: 3 clusters Score -425040.4 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -425669.375000 Penalty: 854.245544
	Iteration 4F: 3 clusters Score -425669.4 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -426278.531250 Penalty: 854.245544
	Iteration 5Q: 3 clusters Score -426278.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -426696.843750 Penalty: 854.245544
	Iteration 6Q: 3 clusters Score -426696.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -426896.031250 Penalty: 854.245544
	Iteration 7Q: 3 clusters Score -426896 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -427005.562500 Penalty: 854.245544
	Iteration 8Q: 3 clusters Score -427005.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -427080.531250 Penalty: 854.245544
	Iteration 9Q: 3 clusters Score -427080.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -427154.062500 Penalty: 854.245544
	Iteration 10Q: 3 clusters Score -427154.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -427211.562500 Penalty: 854.245544
	Iteration 11Q: 3 clusters Score -427211.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -427252.031250 Penalty: 854.245544
	Iteration 12Q: 3 clusters Score -427252 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -427280.281250 Penalty: 854.245544
	Iteration 13Q: 3 clusters Score -427280.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -427304.843750 Penalty: 854.245544
	Iteration 14Q: 3 clusters Score -427304.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -427320.531250 Penalty: 854.245544
	Iteration 15Q: 3 clusters Score -427320.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -427330.281250 Penalty: 854.245544
	Iteration 16Q: 3 clusters Score -427330.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -427339.562500 Penalty: 854.245544
	Iteration 17Q: 3 clusters Score -427339.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -427349.843750 Penalty: 854.245544
	Iteration 18Q: 3 clusters Score -427349.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -427356.625000 Penalty: 854.245544
	Iteration 19Q: 3 clusters Score -427356.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -427359.875000 Penalty: 854.245544
	Iteration 20F: 3 clusters Score -427359.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -427364.156250 Penalty: 854.245544
	Iteration 21Q: 3 clusters Score -427364.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -427367.031250 Penalty: 854.245544
	Iteration 22Q: 3 clusters Score -427367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -427368.531250 Penalty: 854.245544
	Iteration 23Q: 3 clusters Score -427368.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -427370.156250 Penalty: 854.245544
	Iteration 24Q: 3 clusters Score -427370.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -427370.875000 Penalty: 854.245544
	Iteration 25Q: 3 clusters Score -427370.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -427372.343750 Penalty: 854.245544
	Iteration 26Q: 3 clusters Score -427372.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -427374.343750 Penalty: 854.245544
	Iteration 27Q: 3 clusters Score -427374.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -427376.625000 Penalty: 854.245544
	Iteration 28Q: 3 clusters Score -427376.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -427379.687500 Penalty: 854.245544
	Iteration 29Q: 3 clusters Score -427379.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -427386.093750 Penalty: 854.245544
	Iteration 30Q: 3 clusters Score -427386.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -427388.687500 Penalty: 854.245544
	Iteration 31Q: 3 clusters Score -427388.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -427391.718750 Penalty: 854.245544
	Iteration 32Q: 3 clusters Score -427391.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -427392.406250 Penalty: 854.245544
	Iteration 33Q: 3 clusters Score -427392.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -427394.781250 Penalty: 854.245544
	Iteration 34Q: 3 clusters Score -427394.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -427397.312500 Penalty: 854.245544
	Iteration 35Q: 3 clusters Score -427397.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -427398.812500 Penalty: 854.245544
	Iteration 36Q: 3 clusters Score -427398.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -427401.218750 Penalty: 854.245544
	Iteration 37Q: 3 clusters Score -427401.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -427405.781250 Penalty: 854.245544
	Iteration 38Q: 3 clusters Score -427405.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -427408.156250 Penalty: 854.245544
	Iteration 39Q: 3 clusters Score -427408.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -427409.156250 Penalty: 854.245544
	Iteration 40F: 3 clusters Score -427409.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -427409.500000 Penalty: 854.245544
	Iteration 41Q: 3 clusters Score -427409.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -427410.500000 Penalty: 854.245544
	Iteration 42Q: 3 clusters Score -427410.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -427410.718750 Penalty: 854.245544
	Iteration 43Q: 3 clusters Score -427410.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -427410.562500 Penalty: 854.245544
	Iteration 44Q: 3 clusters Score -427410.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -427411.062500 Penalty: 854.245544
	Iteration 45Q: 3 clusters Score -427411.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -427410.718750 Penalty: 854.245544
	Iteration 46Q: 3 clusters Score -427410.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -427410.718750 Penalty: 854.245544
	Iteration 47F: 3 clusters Score -427410.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Entering Unmasked Estep 
Score: -241502.859375 Penalty: 402.028564
	Iteration 0F: 2 clusters Score -241502.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -236854.906250 Penalty: 804.057129
	Iteration 0F: 3 clusters Score -236854.9 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -238587.062500 Penalty: 804.057129
	Iteration 1F: 3 clusters Score -238587.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -238756.140625 Penalty: 804.057129
	Iteration 2F: 3 clusters Score -238756.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -238989.812500 Penalty: 804.057129
	Iteration 3F: 3 clusters Score -238989.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -239276.093750 Penalty: 804.057129
	Iteration 4F: 3 clusters Score -239276.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -239634.687500 Penalty: 804.057129
	Iteration 5F: 3 clusters Score -239634.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -239992.546875 Penalty: 804.057129
	Iteration 6F: 3 clusters Score -239992.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -240346.546875 Penalty: 804.057129
	Iteration 7F: 3 clusters Score -240346.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -240625.718750 Penalty: 804.057129
	Iteration 8Q: 3 clusters Score -240625.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -240788.625000 Penalty: 804.057129
	Iteration 9Q: 3 clusters Score -240788.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -240912.328125 Penalty: 804.057129
	Iteration 10Q: 3 clusters Score -240912.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -241020.421875 Penalty: 804.057129
	Iteration 11Q: 3 clusters Score -241020.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -241080.390625 Penalty: 804.057129
	Iteration 12Q: 3 clusters Score -241080.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -241104.531250 Penalty: 804.057129
	Iteration 13Q: 3 clusters Score -241104.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -241116.500000 Penalty: 804.057129
	Iteration 14Q: 3 clusters Score -241116.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -241128.546875 Penalty: 804.057129
	Iteration 15Q: 3 clusters Score -241128.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -241137.671875 Penalty: 804.057129
	Iteration 16Q: 3 clusters Score -241137.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -241147.468750 Penalty: 804.057129
	Iteration 17Q: 3 clusters Score -241147.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -241154.453125 Penalty: 804.057129
	Iteration 18Q: 3 clusters Score -241154.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -241157.765625 Penalty: 804.057129
	Iteration 19Q: 3 clusters Score -241157.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -241161.046875 Penalty: 804.057129
	Iteration 20F: 3 clusters Score -241161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -241166.187500 Penalty: 804.057129
	Iteration 21Q: 3 clusters Score -241166.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -241172.500000 Penalty: 804.057129
	Iteration 22Q: 3 clusters Score -241172.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -241177.546875 Penalty: 804.057129
	Iteration 23Q: 3 clusters Score -241177.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -241183.906250 Penalty: 804.057129
	Iteration 24Q: 3 clusters Score -241183.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -241188.734375 Penalty: 804.057129
	Iteration 25Q: 3 clusters Score -241188.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -241196.656250 Penalty: 804.057129
	Iteration 26Q: 3 clusters Score -241196.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -241205.875000 Penalty: 804.057129
	Iteration 27Q: 3 clusters Score -241205.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -241210.468750 Penalty: 804.057129
	Iteration 28Q: 3 clusters Score -241210.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -241213.312500 Penalty: 804.057129
	Iteration 29Q: 3 clusters Score -241213.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -241214.515625 Penalty: 804.057129
	Iteration 30Q: 3 clusters Score -241214.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -241215.265625 Penalty: 804.057129
	Iteration 31Q: 3 clusters Score -241215.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -241217.671875 Penalty: 804.057129
	Iteration 32Q: 3 clusters Score -241217.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -241218.828125 Penalty: 804.057129
	Iteration 33Q: 3 clusters Score -241218.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -241220.468750 Penalty: 804.057129
	Iteration 34Q: 3 clusters Score -241220.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -241222.562500 Penalty: 804.057129
	Iteration 35Q: 3 clusters Score -241222.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -241224.328125 Penalty: 804.057129
	Iteration 36Q: 3 clusters Score -241224.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -241224.671875 Penalty: 804.057129
	Iteration 37Q: 3 clusters Score -241224.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -241224.734375 Penalty: 804.057129
	Iteration 38Q: 3 clusters Score -241224.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -241224.609375 Penalty: 804.057129
	Iteration 39Q: 3 clusters Score -241224.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -241224.609375 Penalty: 804.057129
	Iteration 40F: 3 clusters Score -241224.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Entering Unmasked Estep 
Score: -366128.218750 Penalty: 418.888123
	Iteration 0F: 2 clusters Score -366128.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -359448.843750 Penalty: 837.776245
	Iteration 0F: 3 clusters Score -359448.8 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -362116.687500 Penalty: 837.776245
	Iteration 1F: 3 clusters Score -362116.7 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -362687.625000 Penalty: 837.776245
	Iteration 2F: 3 clusters Score -362687.6 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -363549.531250 Penalty: 837.776245
	Iteration 3F: 3 clusters Score -363549.5 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -364508.406250 Penalty: 837.776245
	Iteration 4F: 3 clusters Score -364508.4 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -365106.031250 Penalty: 837.776245
	Iteration 5F: 3 clusters Score -365106 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -365451.937500 Penalty: 837.776245
	Iteration 6Q: 3 clusters Score -365451.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -365619.468750 Penalty: 837.776245
	Iteration 7Q: 3 clusters Score -365619.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -365707.093750 Penalty: 837.776245
	Iteration 8Q: 3 clusters Score -365707.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -365787.218750 Penalty: 837.776245
	Iteration 9Q: 3 clusters Score -365787.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -365850.781250 Penalty: 837.776245
	Iteration 10Q: 3 clusters Score -365850.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -365887.468750 Penalty: 837.776245
	Iteration 11Q: 3 clusters Score -365887.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -365911.031250 Penalty: 837.776245
	Iteration 12Q: 3 clusters Score -365911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -365942.406250 Penalty: 837.776245
	Iteration 13Q: 3 clusters Score -365942.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -365956.125000 Penalty: 837.776245
	Iteration 14Q: 3 clusters Score -365956.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -365971.781250 Penalty: 837.776245
	Iteration 15Q: 3 clusters Score -365971.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -365988.281250 Penalty: 837.776245
	Iteration 16Q: 3 clusters Score -365988.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -365999.093750 Penalty: 837.776245
	Iteration 17Q: 3 clusters Score -365999.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -366008.218750 Penalty: 837.776245
	Iteration 18Q: 3 clusters Score -366008.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -366011.593750 Penalty: 837.776245
	Iteration 19Q: 3 clusters Score -366011.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -366015.718750 Penalty: 837.776245
	Iteration 20F: 3 clusters Score -366015.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -366018.875000 Penalty: 837.776245
	Iteration 21Q: 3 clusters Score -366018.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -366023.437500 Penalty: 837.776245
	Iteration 22Q: 3 clusters Score -366023.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -366023.843750 Penalty: 837.776245
	Iteration 23Q: 3 clusters Score -366023.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -366025.062500 Penalty: 837.776245
	Iteration 24Q: 3 clusters Score -366025.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -366024.687500 Penalty: 837.776245
	Iteration 25Q: 3 clusters Score -366024.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -366024.687500 Penalty: 837.776245
	Iteration 26F: 3 clusters Score -366024.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -27893.363281 Penalty: 304.092926
	Iteration 0F: 2 clusters Score -27893.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -27200.378906 Penalty: 608.185852
	Iteration 0F: 3 clusters Score -27200.38 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -27405.345703 Penalty: 608.185852
	Iteration 1F: 3 clusters Score -27405.35 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -27479.105469 Penalty: 608.185852
	Iteration 2F: 3 clusters Score -27479.11 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27527.615234 Penalty: 608.185852
	Iteration 3F: 3 clusters Score -27527.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27580.865234 Penalty: 608.185852
	Iteration 4F: 3 clusters Score -27580.87 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -27613.750000 Penalty: 608.185852
	Iteration 5Q: 3 clusters Score -27613.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -27629.476562 Penalty: 608.185852
	Iteration 6Q: 3 clusters Score -27629.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -27641.191406 Penalty: 608.185852
	Iteration 7Q: 3 clusters Score -27641.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -27653.734375 Penalty: 608.185852
	Iteration 8Q: 3 clusters Score -27653.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -27672.781250 Penalty: 608.185852
	Iteration 9Q: 3 clusters Score -27672.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -27686.656250 Penalty: 608.185852
	Iteration 10Q: 3 clusters Score -27686.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -27705.363281 Penalty: 608.185852
	Iteration 11Q: 3 clusters Score -27705.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -27718.294922 Penalty: 608.185852
	Iteration 12Q: 3 clusters Score -27718.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -27726.070312 Penalty: 608.185852
	Iteration 13Q: 3 clusters Score -27726.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -27730.349609 Penalty: 608.185852
	Iteration 14Q: 3 clusters Score -27730.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -27731.208984 Penalty: 608.185852
	Iteration 15Q: 3 clusters Score -27731.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -27731.404297 Penalty: 608.185852
	Iteration 16Q: 3 clusters Score -27731.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -27731.404297 Penalty: 608.185852
	Iteration 17F: 3 clusters Score -27731.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -274089.937500 Penalty: 405.308655
	Iteration 0F: 2 clusters Score -274089.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -269161.250000 Penalty: 810.617310
	Iteration 0F: 3 clusters Score -269161.2 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -271077.250000 Penalty: 810.617310
	Iteration 1F: 3 clusters Score -271077.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -271332.031250 Penalty: 810.617310
	Iteration 2F: 3 clusters Score -271332 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -271721.968750 Penalty: 810.617310
	Iteration 3F: 3 clusters Score -271722 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -272123.812500 Penalty: 810.617310
	Iteration 4F: 3 clusters Score -272123.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -272498.843750 Penalty: 810.617310
	Iteration 5F: 3 clusters Score -272498.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -272802.062500 Penalty: 810.617310
	Iteration 6F: 3 clusters Score -272802.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -272978.500000 Penalty: 810.617310
	Iteration 7Q: 3 clusters Score -272978.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -273068.593750 Penalty: 810.617310
	Iteration 8Q: 3 clusters Score -273068.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -273143.062500 Penalty: 810.617310
	Iteration 9Q: 3 clusters Score -273143.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -273193.218750 Penalty: 810.617310
	Iteration 10Q: 3 clusters Score -273193.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -273227.156250 Penalty: 810.617310
	Iteration 11Q: 3 clusters Score -273227.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -273250.781250 Penalty: 810.617310
	Iteration 12Q: 3 clusters Score -273250.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -273266.343750 Penalty: 810.617310
	Iteration 13Q: 3 clusters Score -273266.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -273276.562500 Penalty: 810.617310
	Iteration 14Q: 3 clusters Score -273276.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -273284.937500 Penalty: 810.617310
	Iteration 15Q: 3 clusters Score -273284.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -273292.812500 Penalty: 810.617310
	Iteration 16Q: 3 clusters Score -273292.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -273299.625000 Penalty: 810.617310
	Iteration 17Q: 3 clusters Score -273299.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -273307.343750 Penalty: 810.617310
	Iteration 18Q: 3 clusters Score -273307.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -273310.593750 Penalty: 810.617310
	Iteration 19Q: 3 clusters Score -273310.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -273314.968750 Penalty: 810.617310
	Iteration 20F: 3 clusters Score -273315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -273317.281250 Penalty: 810.617310
	Iteration 21Q: 3 clusters Score -273317.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -273319.593750 Penalty: 810.617310
	Iteration 22Q: 3 clusters Score -273319.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -273322.312500 Penalty: 810.617310
	Iteration 23Q: 3 clusters Score -273322.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -273324.875000 Penalty: 810.617310
	Iteration 24Q: 3 clusters Score -273324.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -273326.437500 Penalty: 810.617310
	Iteration 25Q: 3 clusters Score -273326.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -273326.843750 Penalty: 810.617310
	Iteration 26Q: 3 clusters Score -273326.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -273328.500000 Penalty: 810.617310
	Iteration 27Q: 3 clusters Score -273328.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -273330.687500 Penalty: 810.617310
	Iteration 28Q: 3 clusters Score -273330.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -273332.187500 Penalty: 810.617310
	Iteration 29Q: 3 clusters Score -273332.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -273333.375000 Penalty: 810.617310
	Iteration 30Q: 3 clusters Score -273333.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -273333.781250 Penalty: 810.617310
	Iteration 31Q: 3 clusters Score -273333.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -273334.562500 Penalty: 810.617310
	Iteration 32Q: 3 clusters Score -273334.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -273335.593750 Penalty: 810.617310
	Iteration 33Q: 3 clusters Score -273335.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -273337.156250 Penalty: 810.617310
	Iteration 34Q: 3 clusters Score -273337.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -273338.812500 Penalty: 810.617310
	Iteration 35Q: 3 clusters Score -273338.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -273338.875000 Penalty: 810.617310
	Iteration 36Q: 3 clusters Score -273338.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -273339.687500 Penalty: 810.617310
	Iteration 37Q: 3 clusters Score -273339.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -273340.781250 Penalty: 810.617310
	Iteration 38Q: 3 clusters Score -273340.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -273342.781250 Penalty: 810.617310
	Iteration 39Q: 3 clusters Score -273342.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -273345.062500 Penalty: 810.617310
	Iteration 40F: 3 clusters Score -273345.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -273347.250000 Penalty: 810.617310
	Iteration 41Q: 3 clusters Score -273347.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -273347.906250 Penalty: 810.617310
	Iteration 42Q: 3 clusters Score -273347.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -273349.781250 Penalty: 810.617310
	Iteration 43Q: 3 clusters Score -273349.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -273351.312500 Penalty: 810.617310
	Iteration 44Q: 3 clusters Score -273351.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -273351.343750 Penalty: 810.617310
	Iteration 45Q: 3 clusters Score -273351.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -273351.281250 Penalty: 810.617310
	Iteration 46Q: 3 clusters Score -273351.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -273351.500000 Penalty: 810.617310
	Iteration 47Q: 3 clusters Score -273351.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -273351.406250 Penalty: 810.617310
	Iteration 48Q: 3 clusters Score -273351.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -273353.468750 Penalty: 810.617310
	Iteration 49Q: 3 clusters Score -273353.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -273354.312500 Penalty: 810.617310
	Iteration 50Q: 3 clusters Score -273354.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -273355.625000 Penalty: 810.617310
	Iteration 51Q: 3 clusters Score -273355.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -273355.781250 Penalty: 810.617310
	Iteration 52Q: 3 clusters Score -273355.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -273356.781250 Penalty: 810.617310
	Iteration 53Q: 3 clusters Score -273356.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -273357.250000 Penalty: 810.617310
	Iteration 54Q: 3 clusters Score -273357.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -273357.656250 Penalty: 810.617310
	Iteration 55Q: 3 clusters Score -273357.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -273358.500000 Penalty: 810.617310
	Iteration 56Q: 3 clusters Score -273358.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -273358.562500 Penalty: 810.617310
	Iteration 57Q: 3 clusters Score -273358.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -273358.562500 Penalty: 810.617310
	Iteration 58Q: 3 clusters Score -273358.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -273359.468750 Penalty: 810.617310
	Iteration 59Q: 3 clusters Score -273359.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -273359.343750 Penalty: 810.617310
	Iteration 60F: 3 clusters Score -273359.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -273359.562500 Penalty: 810.617310
	Iteration 61Q: 3 clusters Score -273359.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -273360.187500 Penalty: 810.617310
	Iteration 62Q: 3 clusters Score -273360.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -273359.875000 Penalty: 810.617310
	Iteration 63Q: 3 clusters Score -273359.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -273360.375000 Penalty: 810.617310
	Iteration 64Q: 3 clusters Score -273360.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -273360.500000 Penalty: 810.617310
	Iteration 65Q: 3 clusters Score -273360.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -273360.656250 Penalty: 810.617310
	Iteration 66Q: 3 clusters Score -273360.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -273361.375000 Penalty: 810.617310
	Iteration 67Q: 3 clusters Score -273361.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -273362.062500 Penalty: 810.617310
	Iteration 68Q: 3 clusters Score -273362.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -273364.781250 Penalty: 810.617310
	Iteration 69Q: 3 clusters Score -273364.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -273366.218750 Penalty: 810.617310
	Iteration 70Q: 3 clusters Score -273366.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -273367.218750 Penalty: 810.617310
	Iteration 71Q: 3 clusters Score -273367.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -273367.812500 Penalty: 810.617310
	Iteration 72Q: 3 clusters Score -273367.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -273370.343750 Penalty: 810.617310
	Iteration 73Q: 3 clusters Score -273370.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -273372.031250 Penalty: 810.617310
	Iteration 74Q: 3 clusters Score -273372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -273374.218750 Penalty: 810.617310
	Iteration 75Q: 3 clusters Score -273374.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -273377.187500 Penalty: 810.617310
	Iteration 76Q: 3 clusters Score -273377.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -273379.062500 Penalty: 810.617310
	Iteration 77Q: 3 clusters Score -273379.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -273380.468750 Penalty: 810.617310
	Iteration 78Q: 3 clusters Score -273380.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -273383.250000 Penalty: 810.617310
	Iteration 79Q: 3 clusters Score -273383.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -273387.062500 Penalty: 810.617310
	Iteration 80F: 3 clusters Score -273387.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -273395.062500 Penalty: 810.617310
	Iteration 81Q: 3 clusters Score -273395.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -273403.031250 Penalty: 810.617310
	Iteration 82Q: 3 clusters Score -273403 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -273408.843750 Penalty: 810.617310
	Iteration 83Q: 3 clusters Score -273408.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -273416.281250 Penalty: 810.617310
	Iteration 84Q: 3 clusters Score -273416.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -273426.281250 Penalty: 810.617310
	Iteration 85Q: 3 clusters Score -273426.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -273437.031250 Penalty: 810.617310
	Iteration 86Q: 3 clusters Score -273437 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -273451.843750 Penalty: 810.617310
	Iteration 87Q: 3 clusters Score -273451.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -273465.937500 Penalty: 810.617310
	Iteration 88Q: 3 clusters Score -273465.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -273482.968750 Penalty: 810.617310
	Iteration 89Q: 3 clusters Score -273483 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -273502.718750 Penalty: 810.617310
	Iteration 90Q: 3 clusters Score -273502.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -273533.250000 Penalty: 810.617310
	Iteration 91Q: 3 clusters Score -273533.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -273571.218750 Penalty: 810.617310
	Iteration 92Q: 3 clusters Score -273571.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -273633.625000 Penalty: 810.617310
	Iteration 93Q: 3 clusters Score -273633.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -273701.281250 Penalty: 810.617310
	Iteration 94Q: 3 clusters Score -273701.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -273768.968750 Penalty: 810.617310
	Iteration 95Q: 3 clusters Score -273769 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -273844.937500 Penalty: 810.617310
	Iteration 96Q: 3 clusters Score -273844.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -273906.656250 Penalty: 810.617310
	Iteration 97Q: 3 clusters Score -273906.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -273941.343750 Penalty: 810.617310
	Iteration 98Q: 3 clusters Score -273941.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -273965.562500 Penalty: 810.617310
	Iteration 99Q: 3 clusters Score -273965.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -273983.593750 Penalty: 810.617310
	Iteration 100F: 3 clusters Score -273983.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -274001.531250 Penalty: 810.617310
	Iteration 101Q: 3 clusters Score -274001.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -274013.687500 Penalty: 810.617310
	Iteration 102Q: 3 clusters Score -274013.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -274021.906250 Penalty: 810.617310
	Iteration 103Q: 3 clusters Score -274021.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -274025.718750 Penalty: 810.617310
	Iteration 104Q: 3 clusters Score -274025.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -274027.781250 Penalty: 810.617310
	Iteration 105Q: 3 clusters Score -274027.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -274030.875000 Penalty: 810.617310
	Iteration 106Q: 3 clusters Score -274030.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -274033.937500 Penalty: 810.617310
	Iteration 107Q: 3 clusters Score -274033.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -274037.406250 Penalty: 810.617310
	Iteration 108Q: 3 clusters Score -274037.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -274040.000000 Penalty: 810.617310
	Iteration 109Q: 3 clusters Score -274040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -274040.968750 Penalty: 810.617310
	Iteration 110Q: 3 clusters Score -274041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -274041.781250 Penalty: 810.617310
	Iteration 111Q: 3 clusters Score -274041.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -274042.156250 Penalty: 810.617310
	Iteration 112Q: 3 clusters Score -274042.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -274043.375000 Penalty: 810.617310
	Iteration 113Q: 3 clusters Score -274043.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -274047.000000 Penalty: 810.617310
	Iteration 114Q: 3 clusters Score -274047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -274048.343750 Penalty: 810.617310
	Iteration 115Q: 3 clusters Score -274048.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -274048.343750 Penalty: 810.617310
	Iteration 116Q: 3 clusters Score -274048.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -274048.750000 Penalty: 810.617310
	Iteration 117Q: 3 clusters Score -274048.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -274049.250000 Penalty: 810.617310
	Iteration 118Q: 3 clusters Score -274049.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -274050.125000 Penalty: 810.617310
	Iteration 119Q: 3 clusters Score -274050.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -274051.906250 Penalty: 810.617310
	Iteration 120F: 3 clusters Score -274051.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -274051.906250 Penalty: 810.617310
	Iteration 121Q: 3 clusters Score -274051.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -274052.343750 Penalty: 810.617310
	Iteration 122Q: 3 clusters Score -274052.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -274052.375000 Penalty: 810.617310
	Iteration 123Q: 3 clusters Score -274052.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -274052.375000 Penalty: 810.617310
	Iteration 124F: 3 clusters Score -274052.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Entering Unmasked Estep 
Score: -792566.875000 Penalty: 453.146027
	Iteration 0F: 2 clusters Score -792566.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -778484.625000 Penalty: 906.292053
	Iteration 0F: 3 clusters Score -778484.6 nChanged 10054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -785072.500000 Penalty: 906.292053
	Iteration 1F: 3 clusters Score -785072.5 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -785971.250000 Penalty: 906.292053
	Iteration 2F: 3 clusters Score -785971.2 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -787230.062500 Penalty: 906.292053
	Iteration 3F: 3 clusters Score -787230.1 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -788824.437500 Penalty: 906.292053
	Iteration 4F: 3 clusters Score -788824.4 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -790322.937500 Penalty: 906.292053
	Iteration 5F: 3 clusters Score -790322.9 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -791359.625000 Penalty: 906.292053
	Iteration 6Q: 3 clusters Score -791359.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -791887.125000 Penalty: 906.292053
	Iteration 7Q: 3 clusters Score -791887.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -792101.625000 Penalty: 906.292053
	Iteration 8Q: 3 clusters Score -792101.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -792177.562500 Penalty: 906.292053
	Iteration 9Q: 3 clusters Score -792177.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -792221.375000 Penalty: 906.292053
	Iteration 10Q: 3 clusters Score -792221.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -792224.250000 Penalty: 906.292053
	Iteration 11Q: 3 clusters Score -792224.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -792230.937500 Penalty: 906.292053
	Iteration 12Q: 3 clusters Score -792230.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -792233.937500 Penalty: 906.292053
	Iteration 13Q: 3 clusters Score -792233.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -792233.875000 Penalty: 906.292053
	Iteration 14Q: 3 clusters Score -792233.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -792234.125000 Penalty: 906.292053
	Iteration 15Q: 3 clusters Score -792234.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -792234.125000 Penalty: 906.292053
	Iteration 16F: 3 clusters Score -792234.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Entering Unmasked Estep 
Score: -34149.250000 Penalty: 313.845581
	Iteration 0F: 2 clusters Score -34149.25 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 488 members 
Entering Unmasked Estep 
Score: -33336.417969 Penalty: 627.691162
	Iteration 0F: 3 clusters Score -33336.42 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -33534.074219 Penalty: 627.691162
	Iteration 1F: 3 clusters Score -33534.07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -33591.503906 Penalty: 627.691162
	Iteration 2F: 3 clusters Score -33591.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -33653.296875 Penalty: 627.691162
	Iteration 3F: 3 clusters Score -33653.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -33706.535156 Penalty: 627.691162
	Iteration 4F: 3 clusters Score -33706.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -33754.613281 Penalty: 627.691162
	Iteration 5F: 3 clusters Score -33754.61 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -33786.839844 Penalty: 627.691162
	Iteration 6Q: 3 clusters Score -33786.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -33810.625000 Penalty: 627.691162
	Iteration 7Q: 3 clusters Score -33810.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -33825.968750 Penalty: 627.691162
	Iteration 8Q: 3 clusters Score -33825.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -33834.703125 Penalty: 627.691162
	Iteration 9Q: 3 clusters Score -33834.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -33843.722656 Penalty: 627.691162
	Iteration 10Q: 3 clusters Score -33843.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -33852.363281 Penalty: 627.691162
	Iteration 11Q: 3 clusters Score -33852.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -33863.613281 Penalty: 627.691162
	Iteration 12Q: 3 clusters Score -33863.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -33878.507812 Penalty: 627.691162
	Iteration 13Q: 3 clusters Score -33878.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -33891.695312 Penalty: 627.691162
	Iteration 14Q: 3 clusters Score -33891.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -33900.136719 Penalty: 627.691162
	Iteration 15Q: 3 clusters Score -33900.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -33908.480469 Penalty: 627.691162
	Iteration 16Q: 3 clusters Score -33908.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -33913.089844 Penalty: 627.691162
	Iteration 17Q: 3 clusters Score -33913.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -33916.203125 Penalty: 627.691162
	Iteration 18Q: 3 clusters Score -33916.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -33919.500000 Penalty: 627.691162
	Iteration 19Q: 3 clusters Score -33919.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -33924.984375 Penalty: 627.691162
	Iteration 20F: 3 clusters Score -33924.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -33928.484375 Penalty: 627.691162
	Iteration 21Q: 3 clusters Score -33928.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -33931.949219 Penalty: 627.691162
	Iteration 22Q: 3 clusters Score -33931.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -33936.476562 Penalty: 627.691162
	Iteration 23Q: 3 clusters Score -33936.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -33937.945312 Penalty: 627.691162
	Iteration 24Q: 3 clusters Score -33937.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -33938.550781 Penalty: 627.691162
	Iteration 25Q: 3 clusters Score -33938.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -33938.746094 Penalty: 627.691162
	Iteration 26Q: 3 clusters Score -33938.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -33939.492188 Penalty: 627.691162
	Iteration 27Q: 3 clusters Score -33939.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -33939.492188 Penalty: 627.691162
	Iteration 28F: 3 clusters Score -33939.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Entering Unmasked Estep 
Score: -459684.187500 Penalty: 429.935028
	Iteration 0F: 2 clusters Score -459684.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -451348.375000 Penalty: 859.870056
	Iteration 0F: 3 clusters Score -451348.4 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -454860.312500 Penalty: 859.870056
	Iteration 1F: 3 clusters Score -454860.3 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -455311.343750 Penalty: 859.870056
	Iteration 2F: 3 clusters Score -455311.3 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -455812.562500 Penalty: 859.870056
	Iteration 3F: 3 clusters Score -455812.6 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -456340.687500 Penalty: 859.870056
	Iteration 4F: 3 clusters Score -456340.7 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -456967.218750 Penalty: 859.870056
	Iteration 5F: 3 clusters Score -456967.2 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -457567.187500 Penalty: 859.870056
	Iteration 6F: 3 clusters Score -457567.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -458059.875000 Penalty: 859.870056
	Iteration 7Q: 3 clusters Score -458059.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -458371.687500 Penalty: 859.870056
	Iteration 8Q: 3 clusters Score -458371.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -458549.093750 Penalty: 859.870056
	Iteration 9Q: 3 clusters Score -458549.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -458669.062500 Penalty: 859.870056
	Iteration 10Q: 3 clusters Score -458669.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -458785.625000 Penalty: 859.870056
	Iteration 11Q: 3 clusters Score -458785.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -458877.031250 Penalty: 859.870056
	Iteration 12Q: 3 clusters Score -458877 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -458955.781250 Penalty: 859.870056
	Iteration 13Q: 3 clusters Score -458955.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -459021.843750 Penalty: 859.870056
	Iteration 14Q: 3 clusters Score -459021.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -459077.406250 Penalty: 859.870056
	Iteration 15Q: 3 clusters Score -459077.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -459122.687500 Penalty: 859.870056
	Iteration 16Q: 3 clusters Score -459122.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -459172.875000 Penalty: 859.870056
	Iteration 17Q: 3 clusters Score -459172.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -459215.718750 Penalty: 859.870056
	Iteration 18Q: 3 clusters Score -459215.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -459240.875000 Penalty: 859.870056
	Iteration 19Q: 3 clusters Score -459240.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -459260.500000 Penalty: 859.870056
	Iteration 20F: 3 clusters Score -459260.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -459274.406250 Penalty: 859.870056
	Iteration 21Q: 3 clusters Score -459274.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -459283.750000 Penalty: 859.870056
	Iteration 22Q: 3 clusters Score -459283.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -459295.406250 Penalty: 859.870056
	Iteration 23Q: 3 clusters Score -459295.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -459300.187500 Penalty: 859.870056
	Iteration 24Q: 3 clusters Score -459300.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -459307.031250 Penalty: 859.870056
	Iteration 25Q: 3 clusters Score -459307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -459311.125000 Penalty: 859.870056
	Iteration 26Q: 3 clusters Score -459311.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -459319.187500 Penalty: 859.870056
	Iteration 27Q: 3 clusters Score -459319.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -459322.093750 Penalty: 859.870056
	Iteration 28Q: 3 clusters Score -459322.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -459322.906250 Penalty: 859.870056
	Iteration 29Q: 3 clusters Score -459322.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -459323.968750 Penalty: 859.870056
	Iteration 30Q: 3 clusters Score -459324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -459328.531250 Penalty: 859.870056
	Iteration 31Q: 3 clusters Score -459328.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -459330.187500 Penalty: 859.870056
	Iteration 32Q: 3 clusters Score -459330.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -459333.312500 Penalty: 859.870056
	Iteration 33Q: 3 clusters Score -459333.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -459333.875000 Penalty: 859.870056
	Iteration 34Q: 3 clusters Score -459333.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -459334.968750 Penalty: 859.870056
	Iteration 35Q: 3 clusters Score -459335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -459335.281250 Penalty: 859.870056
	Iteration 36Q: 3 clusters Score -459335.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -459336.093750 Penalty: 859.870056
	Iteration 37Q: 3 clusters Score -459336.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -459337.187500 Penalty: 859.870056
	Iteration 38Q: 3 clusters Score -459337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -459337.187500 Penalty: 859.870056
	Iteration 39F: 3 clusters Score -459337.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -38239.511719 Penalty: 320.024536
	Iteration 0F: 2 clusters Score -38239.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -37339.660156 Penalty: 640.049072
	Iteration 0F: 3 clusters Score -37339.66 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -37666.078125 Penalty: 640.049072
	Iteration 1F: 3 clusters Score -37666.08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -37740.593750 Penalty: 640.049072
	Iteration 2F: 3 clusters Score -37740.59 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -37803.988281 Penalty: 640.049072
	Iteration 3F: 3 clusters Score -37803.99 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -37864.996094 Penalty: 640.049072
	Iteration 4F: 3 clusters Score -37865 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -37898.675781 Penalty: 640.049072
	Iteration 5Q: 3 clusters Score -37898.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -37916.046875 Penalty: 640.049072
	Iteration 6Q: 3 clusters Score -37916.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -37927.644531 Penalty: 640.049072
	Iteration 7Q: 3 clusters Score -37927.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -37938.886719 Penalty: 640.049072
	Iteration 8Q: 3 clusters Score -37938.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -37945.824219 Penalty: 640.049072
	Iteration 9Q: 3 clusters Score -37945.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -37948.230469 Penalty: 640.049072
	Iteration 10Q: 3 clusters Score -37948.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -37950.421875 Penalty: 640.049072
	Iteration 11Q: 3 clusters Score -37950.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -37951.867188 Penalty: 640.049072
	Iteration 12Q: 3 clusters Score -37951.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -37956.640625 Penalty: 640.049072
	Iteration 13Q: 3 clusters Score -37956.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -37958.722656 Penalty: 640.049072
	Iteration 14Q: 3 clusters Score -37958.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -37959.437500 Penalty: 640.049072
	Iteration 15Q: 3 clusters Score -37959.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -37960.359375 Penalty: 640.049072
	Iteration 16Q: 3 clusters Score -37960.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -37961.617188 Penalty: 640.049072
	Iteration 17Q: 3 clusters Score -37961.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -37962.343750 Penalty: 640.049072
	Iteration 18Q: 3 clusters Score -37962.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -37962.664062 Penalty: 640.049072
	Iteration 19Q: 3 clusters Score -37962.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -37962.890625 Penalty: 640.049072
	Iteration 20F: 3 clusters Score -37962.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Entering Unmasked Estep 
Score: -135265.593750 Penalty: 373.881195
	Iteration 0F: 2 clusters Score -135265.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -132704.312500 Penalty: 747.762390
	Iteration 0F: 3 clusters Score -132704.3 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -133610.406250 Penalty: 747.762390
	Iteration 1F: 3 clusters Score -133610.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -133697.125000 Penalty: 747.762390
	Iteration 2F: 3 clusters Score -133697.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -133764.531250 Penalty: 747.762390
	Iteration 3Q: 3 clusters Score -133764.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -133828.375000 Penalty: 747.762390
	Iteration 4Q: 3 clusters Score -133828.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -133896.484375 Penalty: 747.762390
	Iteration 5Q: 3 clusters Score -133896.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -133994.312500 Penalty: 747.762390
	Iteration 6Q: 3 clusters Score -133994.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -134120.140625 Penalty: 747.762390
	Iteration 7Q: 3 clusters Score -134120.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -134260.078125 Penalty: 747.762390
	Iteration 8F: 3 clusters Score -134260.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -134412.640625 Penalty: 747.762390
	Iteration 9F: 3 clusters Score -134412.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -134541.343750 Penalty: 747.762390
	Iteration 10Q: 3 clusters Score -134541.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -134650.453125 Penalty: 747.762390
	Iteration 11Q: 3 clusters Score -134650.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -134723.203125 Penalty: 747.762390
	Iteration 12Q: 3 clusters Score -134723.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -134788.156250 Penalty: 747.762390
	Iteration 13Q: 3 clusters Score -134788.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -134840.875000 Penalty: 747.762390
	Iteration 14Q: 3 clusters Score -134840.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -134884.078125 Penalty: 747.762390
	Iteration 15Q: 3 clusters Score -134884.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -134912.609375 Penalty: 747.762390
	Iteration 16Q: 3 clusters Score -134912.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -134927.796875 Penalty: 747.762390
	Iteration 17Q: 3 clusters Score -134927.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -134940.687500 Penalty: 747.762390
	Iteration 18Q: 3 clusters Score -134940.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -134947.187500 Penalty: 747.762390
	Iteration 19Q: 3 clusters Score -134947.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -134952.562500 Penalty: 747.762390
	Iteration 20F: 3 clusters Score -134952.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -134956.265625 Penalty: 747.762390
	Iteration 21Q: 3 clusters Score -134956.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -134958.453125 Penalty: 747.762390
	Iteration 22Q: 3 clusters Score -134958.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -134960.937500 Penalty: 747.762390
	Iteration 23Q: 3 clusters Score -134960.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -134961.531250 Penalty: 747.762390
	Iteration 24Q: 3 clusters Score -134961.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -134961.625000 Penalty: 747.762390
	Iteration 25Q: 3 clusters Score -134961.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -134961.625000 Penalty: 747.762390
	Iteration 26F: 3 clusters Score -134961.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Entering Unmasked Estep 
Score: -465401.000000 Penalty: 429.924255
	Iteration 0F: 2 clusters Score -465401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -456923.312500 Penalty: 859.848511
	Iteration 0F: 3 clusters Score -456923.3 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -460596.093750 Penalty: 859.848511
	Iteration 1F: 3 clusters Score -460596.1 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -461183.281250 Penalty: 859.848511
	Iteration 2F: 3 clusters Score -461183.3 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -462054.937500 Penalty: 859.848511
	Iteration 3F: 3 clusters Score -462054.9 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -463083.125000 Penalty: 859.848511
	Iteration 4F: 3 clusters Score -463083.1 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -463879.687500 Penalty: 859.848511
	Iteration 5F: 3 clusters Score -463879.7 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -464417.562500 Penalty: 859.848511
	Iteration 6Q: 3 clusters Score -464417.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -464715.156250 Penalty: 859.848511
	Iteration 7Q: 3 clusters Score -464715.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -464854.312500 Penalty: 859.848511
	Iteration 8Q: 3 clusters Score -464854.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -464932.593750 Penalty: 859.848511
	Iteration 9Q: 3 clusters Score -464932.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -464961.000000 Penalty: 859.848511
	Iteration 10Q: 3 clusters Score -464961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -464986.937500 Penalty: 859.848511
	Iteration 11Q: 3 clusters Score -464986.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -465004.406250 Penalty: 859.848511
	Iteration 12Q: 3 clusters Score -465004.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -465019.062500 Penalty: 859.848511
	Iteration 13Q: 3 clusters Score -465019.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -465029.250000 Penalty: 859.848511
	Iteration 14Q: 3 clusters Score -465029.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -465037.000000 Penalty: 859.848511
	Iteration 15Q: 3 clusters Score -465037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -465037.906250 Penalty: 859.848511
	Iteration 16Q: 3 clusters Score -465037.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -465038.906250 Penalty: 859.848511
	Iteration 17Q: 3 clusters Score -465038.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -465040.250000 Penalty: 859.848511
	Iteration 18Q: 3 clusters Score -465040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -465041.625000 Penalty: 859.848511
	Iteration 19Q: 3 clusters Score -465041.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -465043.687500 Penalty: 859.848511
	Iteration 20F: 3 clusters Score -465043.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -465045.343750 Penalty: 859.848511
	Iteration 21Q: 3 clusters Score -465045.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -465046.906250 Penalty: 859.848511
	Iteration 22Q: 3 clusters Score -465046.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -465049.750000 Penalty: 859.848511
	Iteration 23Q: 3 clusters Score -465049.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -465050.937500 Penalty: 859.848511
	Iteration 24Q: 3 clusters Score -465050.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -465051.625000 Penalty: 859.848511
	Iteration 25Q: 3 clusters Score -465051.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -465051.937500 Penalty: 859.848511
	Iteration 26Q: 3 clusters Score -465051.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -465052.000000 Penalty: 859.848511
	Iteration 27Q: 3 clusters Score -465052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -465052.000000 Penalty: 859.848511
	Iteration 28F: 3 clusters Score -465052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Entering Unmasked Estep 
Score: -197702.453125 Penalty: 391.885468
	Iteration 0F: 2 clusters Score -197702.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -193950.281250 Penalty: 783.770935
	Iteration 0F: 3 clusters Score -193950.3 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -195515.843750 Penalty: 783.770935
	Iteration 1F: 3 clusters Score -195515.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -195846.437500 Penalty: 783.770935
	Iteration 2F: 3 clusters Score -195846.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -196237.984375 Penalty: 783.770935
	Iteration 3F: 3 clusters Score -196238 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -196635.718750 Penalty: 783.770935
	Iteration 4F: 3 clusters Score -196635.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -196937.046875 Penalty: 783.770935
	Iteration 5F: 3 clusters Score -196937 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -197146.718750 Penalty: 783.770935
	Iteration 6Q: 3 clusters Score -197146.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -197280.187500 Penalty: 783.770935
	Iteration 7Q: 3 clusters Score -197280.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -197327.437500 Penalty: 783.770935
	Iteration 8Q: 3 clusters Score -197327.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -197362.328125 Penalty: 783.770935
	Iteration 9Q: 3 clusters Score -197362.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -197382.937500 Penalty: 783.770935
	Iteration 10Q: 3 clusters Score -197382.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -197402.781250 Penalty: 783.770935
	Iteration 11Q: 3 clusters Score -197402.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -197420.640625 Penalty: 783.770935
	Iteration 12Q: 3 clusters Score -197420.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -197430.531250 Penalty: 783.770935
	Iteration 13Q: 3 clusters Score -197430.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -197446.312500 Penalty: 783.770935
	Iteration 14Q: 3 clusters Score -197446.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -197462.921875 Penalty: 783.770935
	Iteration 15Q: 3 clusters Score -197462.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -197483.062500 Penalty: 783.770935
	Iteration 16Q: 3 clusters Score -197483.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -197507.031250 Penalty: 783.770935
	Iteration 17Q: 3 clusters Score -197507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -197520.140625 Penalty: 783.770935
	Iteration 18Q: 3 clusters Score -197520.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -197529.796875 Penalty: 783.770935
	Iteration 19Q: 3 clusters Score -197529.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -197535.531250 Penalty: 783.770935
	Iteration 20F: 3 clusters Score -197535.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -197538.718750 Penalty: 783.770935
	Iteration 21Q: 3 clusters Score -197538.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -197542.421875 Penalty: 783.770935
	Iteration 22Q: 3 clusters Score -197542.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -197548.937500 Penalty: 783.770935
	Iteration 23Q: 3 clusters Score -197548.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -197551.718750 Penalty: 783.770935
	Iteration 24Q: 3 clusters Score -197551.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -197553.421875 Penalty: 783.770935
	Iteration 25Q: 3 clusters Score -197553.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -197553.937500 Penalty: 783.770935
	Iteration 26Q: 3 clusters Score -197553.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -197554.593750 Penalty: 783.770935
	Iteration 27Q: 3 clusters Score -197554.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -197555.718750 Penalty: 783.770935
	Iteration 28Q: 3 clusters Score -197555.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -197556.359375 Penalty: 783.770935
	Iteration 29Q: 3 clusters Score -197556.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -197558.187500 Penalty: 783.770935
	Iteration 30Q: 3 clusters Score -197558.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -197558.687500 Penalty: 783.770935
	Iteration 31Q: 3 clusters Score -197558.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -197558.687500 Penalty: 783.770935
	Iteration 32Q: 3 clusters Score -197558.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -197558.687500 Penalty: 783.770935
	Iteration 33F: 3 clusters Score -197558.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Entering Unmasked Estep 
Score: -118913.687500 Penalty: 369.648834
	Iteration 0F: 2 clusters Score -118913.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -116586.890625 Penalty: 739.297668
	Iteration 0F: 3 clusters Score -116586.9 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -117526.484375 Penalty: 739.297668
	Iteration 1F: 3 clusters Score -117526.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -117705.343750 Penalty: 739.297668
	Iteration 2F: 3 clusters Score -117705.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -117858.421875 Penalty: 739.297668
	Iteration 3F: 3 clusters Score -117858.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -117988.437500 Penalty: 739.297668
	Iteration 4F: 3 clusters Score -117988.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -118089.156250 Penalty: 739.297668
	Iteration 5F: 3 clusters Score -118089.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -118170.335938 Penalty: 739.297668
	Iteration 6Q: 3 clusters Score -118170.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -118237.804688 Penalty: 739.297668
	Iteration 7Q: 3 clusters Score -118237.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -118294.484375 Penalty: 739.297668
	Iteration 8Q: 3 clusters Score -118294.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -118351.031250 Penalty: 739.297668
	Iteration 9Q: 3 clusters Score -118351 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -118397.554688 Penalty: 739.297668
	Iteration 10Q: 3 clusters Score -118397.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -118444.781250 Penalty: 739.297668
	Iteration 11Q: 3 clusters Score -118444.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -118477.054688 Penalty: 739.297668
	Iteration 12Q: 3 clusters Score -118477.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -118502.671875 Penalty: 739.297668
	Iteration 13Q: 3 clusters Score -118502.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -118525.531250 Penalty: 739.297668
	Iteration 14Q: 3 clusters Score -118525.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -118565.664062 Penalty: 739.297668
	Iteration 15Q: 3 clusters Score -118565.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -118585.703125 Penalty: 739.297668
	Iteration 16Q: 3 clusters Score -118585.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -118602.320312 Penalty: 739.297668
	Iteration 17Q: 3 clusters Score -118602.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -118610.046875 Penalty: 739.297668
	Iteration 18Q: 3 clusters Score -118610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -118618.359375 Penalty: 739.297668
	Iteration 19Q: 3 clusters Score -118618.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -118621.429688 Penalty: 739.297668
	Iteration 20F: 3 clusters Score -118621.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -118623.804688 Penalty: 739.297668
	Iteration 21Q: 3 clusters Score -118623.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -118625.312500 Penalty: 739.297668
	Iteration 22Q: 3 clusters Score -118625.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -118627.414062 Penalty: 739.297668
	Iteration 23Q: 3 clusters Score -118627.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -118631.453125 Penalty: 739.297668
	Iteration 24Q: 3 clusters Score -118631.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -118632.078125 Penalty: 739.297668
	Iteration 25Q: 3 clusters Score -118632.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -118632.484375 Penalty: 739.297668
	Iteration 26Q: 3 clusters Score -118632.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -118632.484375 Penalty: 739.297668
	Iteration 27F: 3 clusters Score -118632.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Entering Unmasked Estep 
Score: -58491.757812 Penalty: 348.556641
	Iteration 0F: 2 clusters Score -58491.76 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 1074 members 
Entering Unmasked Estep 
Score: -56996.046875 Penalty: 697.113281
	Iteration 0F: 3 clusters Score -56996.05 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -57661.132812 Penalty: 697.113281
	Iteration 1F: 3 clusters Score -57661.13 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -57770.929688 Penalty: 697.113281
	Iteration 2F: 3 clusters Score -57770.93 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -57863.851562 Penalty: 697.113281
	Iteration 3F: 3 clusters Score -57863.85 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -57949.183594 Penalty: 697.113281
	Iteration 4Q: 3 clusters Score -57949.18 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -58011.906250 Penalty: 697.113281
	Iteration 5Q: 3 clusters Score -58011.91 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -58071.781250 Penalty: 697.113281
	Iteration 6Q: 3 clusters Score -58071.78 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -58104.445312 Penalty: 697.113281
	Iteration 7Q: 3 clusters Score -58104.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -58120.601562 Penalty: 697.113281
	Iteration 8Q: 3 clusters Score -58120.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -58132.542969 Penalty: 697.113281
	Iteration 9Q: 3 clusters Score -58132.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -58138.710938 Penalty: 697.113281
	Iteration 10Q: 3 clusters Score -58138.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -58143.472656 Penalty: 697.113281
	Iteration 11Q: 3 clusters Score -58143.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -58149.718750 Penalty: 697.113281
	Iteration 12Q: 3 clusters Score -58149.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -58156.312500 Penalty: 697.113281
	Iteration 13Q: 3 clusters Score -58156.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -58160.984375 Penalty: 697.113281
	Iteration 14Q: 3 clusters Score -58160.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -58167.640625 Penalty: 697.113281
	Iteration 15Q: 3 clusters Score -58167.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -58173.890625 Penalty: 697.113281
	Iteration 16Q: 3 clusters Score -58173.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -58176.550781 Penalty: 697.113281
	Iteration 17Q: 3 clusters Score -58176.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -58177.640625 Penalty: 697.113281
	Iteration 18Q: 3 clusters Score -58177.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -58178.625000 Penalty: 697.113281
	Iteration 19Q: 3 clusters Score -58178.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -58181.937500 Penalty: 697.113281
	Iteration 20F: 3 clusters Score -58181.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -58184.113281 Penalty: 697.113281
	Iteration 21Q: 3 clusters Score -58184.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -58188.042969 Penalty: 697.113281
	Iteration 22Q: 3 clusters Score -58188.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -58190.726562 Penalty: 697.113281
	Iteration 23Q: 3 clusters Score -58190.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -58195.613281 Penalty: 697.113281
	Iteration 24Q: 3 clusters Score -58195.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -58205.718750 Penalty: 697.113281
	Iteration 25Q: 3 clusters Score -58205.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -58222.390625 Penalty: 697.113281
	Iteration 26Q: 3 clusters Score -58222.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -58244.316406 Penalty: 697.113281
	Iteration 27Q: 3 clusters Score -58244.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -58260.640625 Penalty: 697.113281
	Iteration 28Q: 3 clusters Score -58260.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -58275.589844 Penalty: 697.113281
	Iteration 29Q: 3 clusters Score -58275.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -58288.507812 Penalty: 697.113281
	Iteration 30Q: 3 clusters Score -58288.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -58297.843750 Penalty: 697.113281
	Iteration 31Q: 3 clusters Score -58297.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -58307.710938 Penalty: 697.113281
	Iteration 32Q: 3 clusters Score -58307.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -58317.128906 Penalty: 697.113281
	Iteration 33Q: 3 clusters Score -58317.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -58327.398438 Penalty: 697.113281
	Iteration 34Q: 3 clusters Score -58327.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -58340.796875 Penalty: 697.113281
	Iteration 35Q: 3 clusters Score -58340.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -58353.730469 Penalty: 697.113281
	Iteration 36Q: 3 clusters Score -58353.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -58367.738281 Penalty: 697.113281
	Iteration 37Q: 3 clusters Score -58367.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -58383.738281 Penalty: 697.113281
	Iteration 38Q: 3 clusters Score -58383.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -58406.433594 Penalty: 697.113281
	Iteration 39Q: 3 clusters Score -58406.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -58417.421875 Penalty: 697.113281
	Iteration 40F: 3 clusters Score -58417.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -58423.843750 Penalty: 697.113281
	Iteration 41Q: 3 clusters Score -58423.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -58425.867188 Penalty: 697.113281
	Iteration 42Q: 3 clusters Score -58425.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -58425.867188 Penalty: 697.113281
	Iteration 43F: 3 clusters Score -58425.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Entering Unmasked Estep 
Score: -63481.835938 Penalty: 339.635193
	Iteration 0F: 2 clusters Score -63481.84 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 851 members 
Entering Unmasked Estep 
Score: -62200.609375 Penalty: 679.270386
	Iteration 0F: 3 clusters Score -62200.61 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -62623.750000 Penalty: 679.270386
	Iteration 1F: 3 clusters Score -62623.75 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -62710.269531 Penalty: 679.270386
	Iteration 2F: 3 clusters Score -62710.27 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -62773.605469 Penalty: 679.270386
	Iteration 3F: 3 clusters Score -62773.61 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -62843.128906 Penalty: 679.270386
	Iteration 4Q: 3 clusters Score -62843.13 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -62892.726562 Penalty: 679.270386
	Iteration 5Q: 3 clusters Score -62892.73 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -62935.621094 Penalty: 679.270386
	Iteration 6Q: 3 clusters Score -62935.62 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -62974.281250 Penalty: 679.270386
	Iteration 7Q: 3 clusters Score -62974.28 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -63017.734375 Penalty: 679.270386
	Iteration 8Q: 3 clusters Score -63017.73 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -63050.066406 Penalty: 679.270386
	Iteration 9Q: 3 clusters Score -63050.07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -63076.480469 Penalty: 679.270386
	Iteration 10Q: 3 clusters Score -63076.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -63095.042969 Penalty: 679.270386
	Iteration 11Q: 3 clusters Score -63095.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -63107.222656 Penalty: 679.270386
	Iteration 12Q: 3 clusters Score -63107.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -63124.894531 Penalty: 679.270386
	Iteration 13Q: 3 clusters Score -63124.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -63154.093750 Penalty: 679.270386
	Iteration 14Q: 3 clusters Score -63154.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -63178.722656 Penalty: 679.270386
	Iteration 15Q: 3 clusters Score -63178.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -63196.066406 Penalty: 679.270386
	Iteration 16Q: 3 clusters Score -63196.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -63207.523438 Penalty: 679.270386
	Iteration 17Q: 3 clusters Score -63207.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -63214.394531 Penalty: 679.270386
	Iteration 18Q: 3 clusters Score -63214.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -63222.140625 Penalty: 679.270386
	Iteration 19Q: 3 clusters Score -63222.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -63232.207031 Penalty: 679.270386
	Iteration 20F: 3 clusters Score -63232.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -63238.210938 Penalty: 679.270386
	Iteration 21Q: 3 clusters Score -63238.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -63239.730469 Penalty: 679.270386
	Iteration 22Q: 3 clusters Score -63239.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -63240.726562 Penalty: 679.270386
	Iteration 23Q: 3 clusters Score -63240.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -63241.406250 Penalty: 679.270386
	Iteration 24Q: 3 clusters Score -63241.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -63241.714844 Penalty: 679.270386
	Iteration 25Q: 3 clusters Score -63241.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -63241.988281 Penalty: 679.270386
	Iteration 26Q: 3 clusters Score -63241.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -63242.226562 Penalty: 679.270386
	Iteration 27Q: 3 clusters Score -63242.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -63242.226562 Penalty: 679.270386
	Iteration 28F: 3 clusters Score -63242.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -30946.603516 Penalty: 308.744232
	Iteration 0F: 2 clusters Score -30946.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -30199.171875 Penalty: 617.488464
	Iteration 0F: 3 clusters Score -30199.17 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -30463.300781 Penalty: 617.488464
	Iteration 1F: 3 clusters Score -30463.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -30552.130859 Penalty: 617.488464
	Iteration 2F: 3 clusters Score -30552.13 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -30606.207031 Penalty: 617.488464
	Iteration 3F: 3 clusters Score -30606.21 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -30657.291016 Penalty: 617.488464
	Iteration 4F: 3 clusters Score -30657.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -30693.531250 Penalty: 617.488464
	Iteration 5Q: 3 clusters Score -30693.53 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -30725.050781 Penalty: 617.488464
	Iteration 6Q: 3 clusters Score -30725.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -30748.978516 Penalty: 617.488464
	Iteration 7Q: 3 clusters Score -30748.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -30766.964844 Penalty: 617.488464
	Iteration 8Q: 3 clusters Score -30766.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -30778.476562 Penalty: 617.488464
	Iteration 9Q: 3 clusters Score -30778.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -30785.544922 Penalty: 617.488464
	Iteration 10Q: 3 clusters Score -30785.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -30789.388672 Penalty: 617.488464
	Iteration 11Q: 3 clusters Score -30789.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -30794.871094 Penalty: 617.488464
	Iteration 12Q: 3 clusters Score -30794.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -30798.658203 Penalty: 617.488464
	Iteration 13Q: 3 clusters Score -30798.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -30799.626953 Penalty: 617.488464
	Iteration 14Q: 3 clusters Score -30799.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -30801.283203 Penalty: 617.488464
	Iteration 15Q: 3 clusters Score -30801.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -30802.130859 Penalty: 617.488464
	Iteration 16Q: 3 clusters Score -30802.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -30802.906250 Penalty: 617.488464
	Iteration 17Q: 3 clusters Score -30802.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -30802.906250 Penalty: 617.488464
	Iteration 18F: 3 clusters Score -30802.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Entering Unmasked Estep 
Score: -353873.375000 Penalty: 416.486908
	Iteration 0F: 2 clusters Score -353873.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -347671.312500 Penalty: 832.973816
	Iteration 0F: 3 clusters Score -347671.3 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -350120.406250 Penalty: 832.973816
	Iteration 1F: 3 clusters Score -350120.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -350299.375000 Penalty: 832.973816
	Iteration 2F: 3 clusters Score -350299.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -350527.750000 Penalty: 832.973816
	Iteration 3F: 3 clusters Score -350527.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -350829.593750 Penalty: 832.973816
	Iteration 4F: 3 clusters Score -350829.6 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -351257.593750 Penalty: 832.973816
	Iteration 5F: 3 clusters Score -351257.6 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -351835.062500 Penalty: 832.973816
	Iteration 6F: 3 clusters Score -351835.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -352402.781250 Penalty: 832.973816
	Iteration 7F: 3 clusters Score -352402.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -352849.375000 Penalty: 832.973816
	Iteration 8F: 3 clusters Score -352849.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -353155.156250 Penalty: 832.973816
	Iteration 9Q: 3 clusters Score -353155.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -353345.187500 Penalty: 832.973816
	Iteration 10Q: 3 clusters Score -353345.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -353423.218750 Penalty: 832.973816
	Iteration 11Q: 3 clusters Score -353423.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -353462.375000 Penalty: 832.973816
	Iteration 12Q: 3 clusters Score -353462.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -353483.406250 Penalty: 832.973816
	Iteration 13Q: 3 clusters Score -353483.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -353493.750000 Penalty: 832.973816
	Iteration 14Q: 3 clusters Score -353493.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -353499.781250 Penalty: 832.973816
	Iteration 15Q: 3 clusters Score -353499.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -353505.968750 Penalty: 832.973816
	Iteration 16Q: 3 clusters Score -353506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -353511.906250 Penalty: 832.973816
	Iteration 17Q: 3 clusters Score -353511.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -353518.656250 Penalty: 832.973816
	Iteration 18Q: 3 clusters Score -353518.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -353523.125000 Penalty: 832.973816
	Iteration 19Q: 3 clusters Score -353523.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -353528.281250 Penalty: 832.973816
	Iteration 20F: 3 clusters Score -353528.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -353535.718750 Penalty: 832.973816
	Iteration 21Q: 3 clusters Score -353535.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -353538.937500 Penalty: 832.973816
	Iteration 22Q: 3 clusters Score -353538.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -353540.562500 Penalty: 832.973816
	Iteration 23Q: 3 clusters Score -353540.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -353542.625000 Penalty: 832.973816
	Iteration 24Q: 3 clusters Score -353542.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -353543.750000 Penalty: 832.973816
	Iteration 25Q: 3 clusters Score -353543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -353544.375000 Penalty: 832.973816
	Iteration 26Q: 3 clusters Score -353544.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -353544.375000 Penalty: 832.973816
	Iteration 27F: 3 clusters Score -353544.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Entering Unmasked Estep 
Score: -33896.464844 Penalty: 310.902954
	Iteration 0F: 2 clusters Score -33896.46 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 442 members 
Entering Unmasked Estep 
Score: -33121.300781 Penalty: 621.805908
	Iteration 0F: 3 clusters Score -33121.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -33310.886719 Penalty: 621.805908
	Iteration 1F: 3 clusters Score -33310.89 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -33366.597656 Penalty: 621.805908
	Iteration 2F: 3 clusters Score -33366.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -33436.558594 Penalty: 621.805908
	Iteration 3F: 3 clusters Score -33436.56 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -33479.347656 Penalty: 621.805908
	Iteration 4Q: 3 clusters Score -33479.35 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -33522.140625 Penalty: 621.805908
	Iteration 5Q: 3 clusters Score -33522.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -33545.117188 Penalty: 621.805908
	Iteration 6Q: 3 clusters Score -33545.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -33566.234375 Penalty: 621.805908
	Iteration 7Q: 3 clusters Score -33566.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -33584.109375 Penalty: 621.805908
	Iteration 8Q: 3 clusters Score -33584.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -33595.984375 Penalty: 621.805908
	Iteration 9Q: 3 clusters Score -33595.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -33606.265625 Penalty: 621.805908
	Iteration 10Q: 3 clusters Score -33606.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -33615.308594 Penalty: 621.805908
	Iteration 11Q: 3 clusters Score -33615.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -33628.226562 Penalty: 621.805908
	Iteration 12Q: 3 clusters Score -33628.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -33643.222656 Penalty: 621.805908
	Iteration 13Q: 3 clusters Score -33643.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -33658.238281 Penalty: 621.805908
	Iteration 14Q: 3 clusters Score -33658.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -33663.785156 Penalty: 621.805908
	Iteration 15Q: 3 clusters Score -33663.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -33667.066406 Penalty: 621.805908
	Iteration 16Q: 3 clusters Score -33667.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -33672.273438 Penalty: 621.805908
	Iteration 17Q: 3 clusters Score -33672.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -33680.011719 Penalty: 621.805908
	Iteration 18Q: 3 clusters Score -33680.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -33683.042969 Penalty: 621.805908
	Iteration 19Q: 3 clusters Score -33683.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -33685.757812 Penalty: 621.805908
	Iteration 20F: 3 clusters Score -33685.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -33690.535156 Penalty: 621.805908
	Iteration 21Q: 3 clusters Score -33690.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -33694.093750 Penalty: 621.805908
	Iteration 22Q: 3 clusters Score -33694.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -33696.914062 Penalty: 621.805908
	Iteration 23Q: 3 clusters Score -33696.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -33697.656250 Penalty: 621.805908
	Iteration 24Q: 3 clusters Score -33697.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -33698.285156 Penalty: 621.805908
	Iteration 25Q: 3 clusters Score -33698.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -33699.375000 Penalty: 621.805908
	Iteration 26Q: 3 clusters Score -33699.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -33701.136719 Penalty: 621.805908
	Iteration 27Q: 3 clusters Score -33701.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -33702.769531 Penalty: 621.805908
	Iteration 28Q: 3 clusters Score -33702.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -33704.371094 Penalty: 621.805908
	Iteration 29Q: 3 clusters Score -33704.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -33706.300781 Penalty: 621.805908
	Iteration 30Q: 3 clusters Score -33706.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -33707.242188 Penalty: 621.805908
	Iteration 31Q: 3 clusters Score -33707.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -33709.812500 Penalty: 621.805908
	Iteration 32Q: 3 clusters Score -33709.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -33713.945312 Penalty: 621.805908
	Iteration 33Q: 3 clusters Score -33713.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -33716.527344 Penalty: 621.805908
	Iteration 34Q: 3 clusters Score -33716.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -33717.335938 Penalty: 621.805908
	Iteration 35Q: 3 clusters Score -33717.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -33717.804688 Penalty: 621.805908
	Iteration 36Q: 3 clusters Score -33717.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -33717.835938 Penalty: 621.805908
	Iteration 37Q: 3 clusters Score -33717.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -33717.835938 Penalty: 621.805908
	Iteration 38F: 3 clusters Score -33717.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Entering Unmasked Estep 
Score: -212155.515625 Penalty: 394.465485
	Iteration 0F: 2 clusters Score -212155.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -208300.828125 Penalty: 788.930969
	Iteration 0F: 3 clusters Score -208300.8 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -210115.515625 Penalty: 788.930969
	Iteration 1F: 3 clusters Score -210115.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -210469.109375 Penalty: 788.930969
	Iteration 2F: 3 clusters Score -210469.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -210758.421875 Penalty: 788.930969
	Iteration 3F: 3 clusters Score -210758.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -211005.984375 Penalty: 788.930969
	Iteration 4F: 3 clusters Score -211006 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -211181.562500 Penalty: 788.930969
	Iteration 5F: 3 clusters Score -211181.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -211304.250000 Penalty: 788.930969
	Iteration 6Q: 3 clusters Score -211304.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -211398.875000 Penalty: 788.930969
	Iteration 7Q: 3 clusters Score -211398.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -211477.296875 Penalty: 788.930969
	Iteration 8Q: 3 clusters Score -211477.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -211559.328125 Penalty: 788.930969
	Iteration 9Q: 3 clusters Score -211559.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -211654.437500 Penalty: 788.930969
	Iteration 10Q: 3 clusters Score -211654.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -211754.906250 Penalty: 788.930969
	Iteration 11Q: 3 clusters Score -211754.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -211860.234375 Penalty: 788.930969
	Iteration 12Q: 3 clusters Score -211860.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -211944.218750 Penalty: 788.930969
	Iteration 13Q: 3 clusters Score -211944.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -211981.546875 Penalty: 788.930969
	Iteration 14Q: 3 clusters Score -211981.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -212010.218750 Penalty: 788.930969
	Iteration 15Q: 3 clusters Score -212010.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -212032.390625 Penalty: 788.930969
	Iteration 16Q: 3 clusters Score -212032.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -212048.140625 Penalty: 788.930969
	Iteration 17Q: 3 clusters Score -212048.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -212064.328125 Penalty: 788.930969
	Iteration 18Q: 3 clusters Score -212064.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -212074.328125 Penalty: 788.930969
	Iteration 19Q: 3 clusters Score -212074.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -212087.125000 Penalty: 788.930969
	Iteration 20F: 3 clusters Score -212087.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -212097.625000 Penalty: 788.930969
	Iteration 21Q: 3 clusters Score -212097.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -212108.593750 Penalty: 788.930969
	Iteration 22Q: 3 clusters Score -212108.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -212118.203125 Penalty: 788.930969
	Iteration 23Q: 3 clusters Score -212118.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -212125.875000 Penalty: 788.930969
	Iteration 24Q: 3 clusters Score -212125.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -212131.250000 Penalty: 788.930969
	Iteration 25Q: 3 clusters Score -212131.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -212134.859375 Penalty: 788.930969
	Iteration 26Q: 3 clusters Score -212134.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -212136.265625 Penalty: 788.930969
	Iteration 27Q: 3 clusters Score -212136.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -212137.312500 Penalty: 788.930969
	Iteration 28Q: 3 clusters Score -212137.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -212137.875000 Penalty: 788.930969
	Iteration 29Q: 3 clusters Score -212137.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -212139.343750 Penalty: 788.930969
	Iteration 30Q: 3 clusters Score -212139.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -212139.531250 Penalty: 788.930969
	Iteration 31Q: 3 clusters Score -212139.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -212141.421875 Penalty: 788.930969
	Iteration 32Q: 3 clusters Score -212141.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -212144.671875 Penalty: 788.930969
	Iteration 33Q: 3 clusters Score -212144.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -212146.015625 Penalty: 788.930969
	Iteration 34Q: 3 clusters Score -212146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -212146.000000 Penalty: 788.930969
	Iteration 35Q: 3 clusters Score -212146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -212146.437500 Penalty: 788.930969
	Iteration 36Q: 3 clusters Score -212146.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -212146.625000 Penalty: 788.930969
	Iteration 37Q: 3 clusters Score -212146.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -212147.375000 Penalty: 788.930969
	Iteration 38Q: 3 clusters Score -212147.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -212147.343750 Penalty: 788.930969
	Iteration 39Q: 3 clusters Score -212147.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -212147.156250 Penalty: 788.930969
	Iteration 40F: 3 clusters Score -212147.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -212147.406250 Penalty: 788.930969
	Iteration 41Q: 3 clusters Score -212147.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -212147.406250 Penalty: 788.930969
	Iteration 42F: 3 clusters Score -212147.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Entering Unmasked Estep 
Score: -173351.984375 Penalty: 385.016083
	Iteration 0F: 2 clusters Score -173352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -170186.515625 Penalty: 770.032166
	Iteration 0F: 3 clusters Score -170186.5 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -171488.734375 Penalty: 770.032166
	Iteration 1F: 3 clusters Score -171488.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -171682.750000 Penalty: 770.032166
	Iteration 2F: 3 clusters Score -171682.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -171867.671875 Penalty: 770.032166
	Iteration 3F: 3 clusters Score -171867.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -172047.156250 Penalty: 770.032166
	Iteration 4F: 3 clusters Score -172047.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -172249.515625 Penalty: 770.032166
	Iteration 5F: 3 clusters Score -172249.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -172462.031250 Penalty: 770.032166
	Iteration 6F: 3 clusters Score -172462 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -172606.640625 Penalty: 770.032166
	Iteration 7Q: 3 clusters Score -172606.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -172733.953125 Penalty: 770.032166
	Iteration 8Q: 3 clusters Score -172734 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -172825.515625 Penalty: 770.032166
	Iteration 9Q: 3 clusters Score -172825.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -172907.093750 Penalty: 770.032166
	Iteration 10Q: 3 clusters Score -172907.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -172967.609375 Penalty: 770.032166
	Iteration 11Q: 3 clusters Score -172967.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -173008.375000 Penalty: 770.032166
	Iteration 12Q: 3 clusters Score -173008.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -173032.953125 Penalty: 770.032166
	Iteration 13Q: 3 clusters Score -173033 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -173054.343750 Penalty: 770.032166
	Iteration 14Q: 3 clusters Score -173054.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -173072.031250 Penalty: 770.032166
	Iteration 15Q: 3 clusters Score -173072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -173081.546875 Penalty: 770.032166
	Iteration 16Q: 3 clusters Score -173081.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -173089.921875 Penalty: 770.032166
	Iteration 17Q: 3 clusters Score -173089.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -173097.437500 Penalty: 770.032166
	Iteration 18Q: 3 clusters Score -173097.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -173103.593750 Penalty: 770.032166
	Iteration 19Q: 3 clusters Score -173103.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -173109.593750 Penalty: 770.032166
	Iteration 20F: 3 clusters Score -173109.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -173114.609375 Penalty: 770.032166
	Iteration 21Q: 3 clusters Score -173114.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -173115.734375 Penalty: 770.032166
	Iteration 22Q: 3 clusters Score -173115.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -173117.859375 Penalty: 770.032166
	Iteration 23Q: 3 clusters Score -173117.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -173120.484375 Penalty: 770.032166
	Iteration 24Q: 3 clusters Score -173120.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -173123.375000 Penalty: 770.032166
	Iteration 25Q: 3 clusters Score -173123.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -173129.734375 Penalty: 770.032166
	Iteration 26Q: 3 clusters Score -173129.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -173136.734375 Penalty: 770.032166
	Iteration 27Q: 3 clusters Score -173136.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -173141.718750 Penalty: 770.032166
	Iteration 28Q: 3 clusters Score -173141.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -173145.984375 Penalty: 770.032166
	Iteration 29Q: 3 clusters Score -173146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -173151.390625 Penalty: 770.032166
	Iteration 30Q: 3 clusters Score -173151.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -173160.265625 Penalty: 770.032166
	Iteration 31Q: 3 clusters Score -173160.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -173167.359375 Penalty: 770.032166
	Iteration 32Q: 3 clusters Score -173167.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -173171.171875 Penalty: 770.032166
	Iteration 33Q: 3 clusters Score -173171.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -173173.750000 Penalty: 770.032166
	Iteration 34Q: 3 clusters Score -173173.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -173175.109375 Penalty: 770.032166
	Iteration 35Q: 3 clusters Score -173175.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -173179.593750 Penalty: 770.032166
	Iteration 36Q: 3 clusters Score -173179.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -173185.171875 Penalty: 770.032166
	Iteration 37Q: 3 clusters Score -173185.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -173188.531250 Penalty: 770.032166
	Iteration 38Q: 3 clusters Score -173188.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -173191.328125 Penalty: 770.032166
	Iteration 39Q: 3 clusters Score -173191.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -173195.500000 Penalty: 770.032166
	Iteration 40F: 3 clusters Score -173195.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -173197.734375 Penalty: 770.032166
	Iteration 41Q: 3 clusters Score -173197.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -173198.578125 Penalty: 770.032166
	Iteration 42Q: 3 clusters Score -173198.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -173198.578125 Penalty: 770.032166
	Iteration 43F: 3 clusters Score -173198.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -51048.824219 Penalty: 329.482178
	Iteration 0F: 2 clusters Score -51048.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -50001.894531 Penalty: 658.964355
	Iteration 0F: 3 clusters Score -50001.89 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -50371.753906 Penalty: 658.964355
	Iteration 1F: 3 clusters Score -50371.75 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -50446.156250 Penalty: 658.964355
	Iteration 2F: 3 clusters Score -50446.16 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -50499.812500 Penalty: 658.964355
	Iteration 3F: 3 clusters Score -50499.81 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -50532.195312 Penalty: 658.964355
	Iteration 4Q: 3 clusters Score -50532.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -50563.042969 Penalty: 658.964355
	Iteration 5Q: 3 clusters Score -50563.04 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -50598.082031 Penalty: 658.964355
	Iteration 6Q: 3 clusters Score -50598.08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -50621.171875 Penalty: 658.964355
	Iteration 7Q: 3 clusters Score -50621.17 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -50648.640625 Penalty: 658.964355
	Iteration 8Q: 3 clusters Score -50648.64 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -50677.070312 Penalty: 658.964355
	Iteration 9Q: 3 clusters Score -50677.07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -50706.929688 Penalty: 658.964355
	Iteration 10Q: 3 clusters Score -50706.93 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -50728.546875 Penalty: 658.964355
	Iteration 11Q: 3 clusters Score -50728.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -50746.839844 Penalty: 658.964355
	Iteration 12Q: 3 clusters Score -50746.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -50763.449219 Penalty: 658.964355
	Iteration 13Q: 3 clusters Score -50763.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -50772.203125 Penalty: 658.964355
	Iteration 14Q: 3 clusters Score -50772.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -50777.386719 Penalty: 658.964355
	Iteration 15Q: 3 clusters Score -50777.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -50781.019531 Penalty: 658.964355
	Iteration 16Q: 3 clusters Score -50781.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -50785.511719 Penalty: 658.964355
	Iteration 17Q: 3 clusters Score -50785.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -50791.414062 Penalty: 658.964355
	Iteration 18Q: 3 clusters Score -50791.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -50794.769531 Penalty: 658.964355
	Iteration 19Q: 3 clusters Score -50794.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -50800.882812 Penalty: 658.964355
	Iteration 20F: 3 clusters Score -50800.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -50805.207031 Penalty: 658.964355
	Iteration 21Q: 3 clusters Score -50805.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -50806.375000 Penalty: 658.964355
	Iteration 22Q: 3 clusters Score -50806.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -50806.750000 Penalty: 658.964355
	Iteration 23Q: 3 clusters Score -50806.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -50807.035156 Penalty: 658.964355
	Iteration 24Q: 3 clusters Score -50807.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -50807.035156 Penalty: 658.964355
	Iteration 25F: 3 clusters Score -50807.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11742 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2583 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 10445 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 9 contains 589564 members 
Mstep: Class 10 contains 6771 members 
Mstep: Class 11 contains 20557 members 
Mstep: Class 12 contains 4059 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559223 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 6915 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 11936 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7390 members 
Mstep: Class 25 contains 21147 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12697 members 
Mstep: Class 28 contains 1134 members 
Mstep: Class 29 contains 3704 members 
Mstep: Class 30 contains 12694 members 
Mstep: Class 31 contains 5502 members 
Mstep: Class 32 contains 3375 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 1745 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9448 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 5823 members 
Mstep: Class 39 contains 4731 members 
Mstep: Class 40 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386304.000000 Penalty: 25740.931641
Iteration 239Q: 41 clusters Score -5.03863e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11737 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9234 members 
Mstep: Class 7 contains 10445 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 9 contains 589556 members 
Mstep: Class 10 contains 6770 members 
Mstep: Class 11 contains 20556 members 
Mstep: Class 12 contains 4059 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7662 members 
Mstep: Class 16 contains 559216 members 
Mstep: Class 17 contains 11057 members 
Mstep: Class 18 contains 6915 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 11932 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7402 members 
Mstep: Class 25 contains 21142 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12700 members 
Mstep: Class 28 contains 1134 members 
Mstep: Class 29 contains 3703 members 
Mstep: Class 30 contains 12695 members 
Mstep: Class 31 contains 5509 members 
Mstep: Class 32 contains 3375 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 1746 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9448 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 5823 members 
Mstep: Class 39 contains 4738 members 
Mstep: Class 40 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386304.000000 Penalty: 25740.931641
Iteration 240F: 41 clusters Score -5.03863e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11728 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10445 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 9 contains 589549 members 
Mstep: Class 10 contains 6769 members 
Mstep: Class 11 contains 20553 members 
Mstep: Class 12 contains 4058 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7661 members 
Mstep: Class 16 contains 559209 members 
Mstep: Class 17 contains 11060 members 
Mstep: Class 18 contains 6915 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 11928 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7416 members 
Mstep: Class 25 contains 21141 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12701 members 
Mstep: Class 28 contains 1134 members 
Mstep: Class 29 contains 3705 members 
Mstep: Class 30 contains 12695 members 
Mstep: Class 31 contains 5513 members 
Mstep: Class 32 contains 3375 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 1747 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9447 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 5822 members 
Mstep: Class 39 contains 4745 members 
Mstep: Class 40 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386296.000000 Penalty: 25740.931641
Iteration 241Q: 41 clusters Score -5.03863e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11724 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10445 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 9 contains 589546 members 
Mstep: Class 10 contains 6769 members 
Mstep: Class 11 contains 20552 members 
Mstep: Class 12 contains 4058 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7661 members 
Mstep: Class 16 contains 559198 members 
Mstep: Class 17 contains 11061 members 
Mstep: Class 18 contains 6915 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 11922 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7428 members 
Mstep: Class 25 contains 21138 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12702 members 
Mstep: Class 28 contains 1134 members 
Mstep: Class 29 contains 3705 members 
Mstep: Class 30 contains 12695 members 
Mstep: Class 31 contains 5517 members 
Mstep: Class 32 contains 3375 members 
Mstep: Class 33 contains 2124 members 
Mstep: Class 34 contains 1749 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9445 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 5822 members 
Mstep: Class 39 contains 4751 members 
Mstep: Class 40 contains 1405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386284.000000 Penalty: 25740.931641
Iteration 242Q: 41 clusters Score -5.038628e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11719 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10445 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 9 contains 589543 members 
Mstep: Class 10 contains 6769 members 
Mstep: Class 11 contains 20552 members 
Mstep: Class 12 contains 4058 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7660 members 
Mstep: Class 16 contains 559192 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 6915 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 11921 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7438 members 
Mstep: Class 25 contains 21135 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12702 members 
Mstep: Class 28 contains 1133 members 
Mstep: Class 29 contains 3705 members 
Mstep: Class 30 contains 12696 members 
Mstep: Class 31 contains 5519 members 
Mstep: Class 32 contains 3375 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9447 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 5822 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 1406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386288.000000 Penalty: 25740.931641
Iteration 243Q: 41 clusters Score -5.038629e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11717 members 
Mstep: Class 3 contains 8963 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10445 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 9 contains 589539 members 
Mstep: Class 10 contains 6769 members 
Mstep: Class 11 contains 20551 members 
Mstep: Class 12 contains 4058 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7659 members 
Mstep: Class 16 contains 559187 members 
Mstep: Class 17 contains 11059 members 
Mstep: Class 18 contains 6917 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 11921 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7446 members 
Mstep: Class 25 contains 21133 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12700 members 
Mstep: Class 28 contains 1135 members 
Mstep: Class 29 contains 3705 members 
Mstep: Class 30 contains 12697 members 
Mstep: Class 31 contains 5519 members 
Mstep: Class 32 contains 3374 members 
Mstep: Class 33 contains 2126 members 
Mstep: Class 34 contains 1753 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9447 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 5822 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 1409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386252.000000 Penalty: 25740.931641
Iteration 244Q: 41 clusters Score -5.038625e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11716 members 
Mstep: Class 3 contains 8963 members 
Mstep: Class 4 contains 2581 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 9 contains 589540 members 
Mstep: Class 10 contains 6769 members 
Mstep: Class 11 contains 20553 members 
Mstep: Class 12 contains 4058 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7661 members 
Mstep: Class 16 contains 559181 members 
Mstep: Class 17 contains 11059 members 
Mstep: Class 18 contains 6917 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 11917 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 7451 members 
Mstep: Class 25 contains 21129 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12699 members 
Mstep: Class 28 contains 1136 members 
Mstep: Class 29 contains 3705 members 
Mstep: Class 30 contains 12695 members 
Mstep: Class 31 contains 5520 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2128 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9450 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 5822 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386236.000000 Penalty: 25740.931641
Iteration 245Q: 41 clusters Score -5.038624e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11715 members 
Mstep: Class 3 contains 8963 members 
Mstep: Class 4 contains 2581 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 9 contains 589541 members 
Mstep: Class 10 contains 6769 members 
Mstep: Class 11 contains 20557 members 
Mstep: Class 12 contains 4058 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7660 members 
Mstep: Class 16 contains 559172 members 
Mstep: Class 17 contains 11060 members 
Mstep: Class 18 contains 6917 members 
Mstep: Class 19 contains 3151 members 
Mstep: Class 20 contains 11915 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 7456 members 
Mstep: Class 25 contains 21127 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12699 members 
Mstep: Class 28 contains 1136 members 
Mstep: Class 29 contains 3704 members 
Mstep: Class 30 contains 12695 members 
Mstep: Class 31 contains 5519 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2129 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9453 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 5822 members 
Mstep: Class 39 contains 4754 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386268.000000 Penalty: 25740.931641
Iteration 246Q: 41 clusters Score -5.038627e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11711 members 
Mstep: Class 3 contains 8963 members 
Mstep: Class 4 contains 2583 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 9 contains 589542 members 
Mstep: Class 10 contains 6767 members 
Mstep: Class 11 contains 20560 members 
Mstep: Class 12 contains 4058 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7659 members 
Mstep: Class 16 contains 559167 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 6917 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 11913 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7465 members 
Mstep: Class 25 contains 21123 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12699 members 
Mstep: Class 28 contains 1136 members 
Mstep: Class 29 contains 3704 members 
Mstep: Class 30 contains 12695 members 
Mstep: Class 31 contains 5517 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2129 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9454 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 5822 members 
Mstep: Class 39 contains 4757 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386256.000000 Penalty: 25740.931641
Iteration 247Q: 41 clusters Score -5.038626e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 11707 members 
Mstep: Class 3 contains 8963 members 
Mstep: Class 4 contains 2584 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 476 members 
Mstep: Class 9 contains 589544 members 
Mstep: Class 10 contains 6765 members 
Mstep: Class 11 contains 20560 members 
Mstep: Class 12 contains 4058 members 
Mstep: Class 13 contains 1046 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7658 members 
Mstep: Class 16 contains 559168 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 6917 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 11909 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7472 members 
Mstep: Class 25 contains 21119 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12699 members 
Mstep: Class 28 contains 1136 members 
Mstep: Class 29 contains 3703 members 
Mstep: Class 30 contains 12694 members 
Mstep: Class 31 contains 5517 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2130 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9456 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 5822 members 
Mstep: Class 39 contains 4760 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386224.000000 Penalty: 25740.931641
Iteration 248Q: 41 clusters Score -5.038622e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 11702 members 
Mstep: Class 3 contains 8963 members 
Mstep: Class 4 contains 2585 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 476 members 
Mstep: Class 9 contains 589545 members 
Mstep: Class 10 contains 6763 members 
Mstep: Class 11 contains 20561 members 
Mstep: Class 12 contains 4058 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7658 members 
Mstep: Class 16 contains 559170 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 6917 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 11906 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7476 members 
Mstep: Class 25 contains 21116 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12699 members 
Mstep: Class 28 contains 1137 members 
Mstep: Class 29 contains 3702 members 
Mstep: Class 30 contains 12691 members 
Mstep: Class 31 contains 5517 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2130 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9457 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 5822 members 
Mstep: Class 39 contains 4767 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386276.000000 Penalty: 25740.931641
Iteration 249Q: 41 clusters Score -5.038628e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 11698 members 
Mstep: Class 3 contains 8963 members 
Mstep: Class 4 contains 2588 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 476 members 
Mstep: Class 9 contains 589545 members 
Mstep: Class 10 contains 6761 members 
Mstep: Class 11 contains 20565 members 
Mstep: Class 12 contains 4058 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7658 members 
Mstep: Class 16 contains 559164 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 6917 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 11905 members 
Mstep: Class 21 contains 6874 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7482 members 
Mstep: Class 25 contains 21112 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12698 members 
Mstep: Class 28 contains 1138 members 
Mstep: Class 29 contains 3701 members 
Mstep: Class 30 contains 12690 members 
Mstep: Class 31 contains 5517 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2130 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9457 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 5822 members 
Mstep: Class 39 contains 4775 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386284.000000 Penalty: 25740.931641
Iteration 250Q: 41 clusters Score -5.038628e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 11695 members 
Mstep: Class 3 contains 8963 members 
Mstep: Class 4 contains 2590 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 476 members 
Mstep: Class 9 contains 589544 members 
Mstep: Class 10 contains 6759 members 
Mstep: Class 11 contains 20570 members 
Mstep: Class 12 contains 4058 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7657 members 
Mstep: Class 16 contains 559153 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 6918 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 11904 members 
Mstep: Class 21 contains 6874 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7490 members 
Mstep: Class 25 contains 21110 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12697 members 
Mstep: Class 28 contains 1139 members 
Mstep: Class 29 contains 3701 members 
Mstep: Class 30 contains 12685 members 
Mstep: Class 31 contains 5517 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2130 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9458 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 5822 members 
Mstep: Class 39 contains 4785 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386268.000000 Penalty: 25740.931641
Iteration 251Q: 41 clusters Score -5.038627e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 11692 members 
Mstep: Class 3 contains 8963 members 
Mstep: Class 4 contains 2591 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 476 members 
Mstep: Class 9 contains 589543 members 
Mstep: Class 10 contains 6759 members 
Mstep: Class 11 contains 20572 members 
Mstep: Class 12 contains 4058 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7657 members 
Mstep: Class 16 contains 559145 members 
Mstep: Class 17 contains 11061 members 
Mstep: Class 18 contains 6918 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 21 contains 6873 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7496 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12696 members 
Mstep: Class 28 contains 1140 members 
Mstep: Class 29 contains 3700 members 
Mstep: Class 30 contains 12683 members 
Mstep: Class 31 contains 5517 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2130 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9458 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 5823 members 
Mstep: Class 39 contains 4794 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386316.000000 Penalty: 25740.931641
Iteration 252Q: 41 clusters Score -5.038632e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 11686 members 
Mstep: Class 3 contains 8963 members 
Mstep: Class 4 contains 2592 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 476 members 
Mstep: Class 9 contains 589541 members 
Mstep: Class 10 contains 6759 members 
Mstep: Class 11 contains 20572 members 
Mstep: Class 12 contains 4058 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7657 members 
Mstep: Class 16 contains 559142 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 6917 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 21 contains 6873 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7501 members 
Mstep: Class 25 contains 21108 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12697 members 
Mstep: Class 28 contains 1140 members 
Mstep: Class 29 contains 3700 members 
Mstep: Class 30 contains 12679 members 
Mstep: Class 31 contains 5517 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2130 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9458 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 5823 members 
Mstep: Class 39 contains 4803 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386280.000000 Penalty: 25740.931641
Iteration 253Q: 41 clusters Score -5.038628e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 11684 members 
Mstep: Class 3 contains 8963 members 
Mstep: Class 4 contains 2592 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 476 members 
Mstep: Class 9 contains 589541 members 
Mstep: Class 10 contains 6759 members 
Mstep: Class 11 contains 20574 members 
Mstep: Class 12 contains 4058 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7657 members 
Mstep: Class 16 contains 559137 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 6918 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 21 contains 6873 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7508 members 
Mstep: Class 25 contains 21106 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12698 members 
Mstep: Class 28 contains 1140 members 
Mstep: Class 29 contains 3700 members 
Mstep: Class 30 contains 12672 members 
Mstep: Class 31 contains 5517 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2130 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9458 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 5821 members 
Mstep: Class 39 contains 4810 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386292.000000 Penalty: 25740.931641
Iteration 254Q: 41 clusters Score -5.038629e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11682 members 
Mstep: Class 3 contains 8963 members 
Mstep: Class 4 contains 2592 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10445 members 
Mstep: Class 8 contains 476 members 
Mstep: Class 9 contains 589538 members 
Mstep: Class 10 contains 6758 members 
Mstep: Class 11 contains 20577 members 
Mstep: Class 12 contains 4058 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7658 members 
Mstep: Class 16 contains 559128 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 6919 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 21 contains 6873 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7514 members 
Mstep: Class 25 contains 21106 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12699 members 
Mstep: Class 28 contains 1141 members 
Mstep: Class 29 contains 3700 members 
Mstep: Class 30 contains 12664 members 
Mstep: Class 31 contains 5517 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2130 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9458 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 5821 members 
Mstep: Class 39 contains 4819 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386292.000000 Penalty: 25740.931641
Iteration 255Q: 41 clusters Score -5.038629e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11682 members 
Mstep: Class 3 contains 8963 members 
Mstep: Class 4 contains 2593 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10445 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589534 members 
Mstep: Class 10 contains 6758 members 
Mstep: Class 11 contains 20575 members 
Mstep: Class 12 contains 4059 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7658 members 
Mstep: Class 16 contains 559133 members 
Mstep: Class 17 contains 11065 members 
Mstep: Class 18 contains 6918 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 21 contains 6873 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7513 members 
Mstep: Class 25 contains 21108 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12699 members 
Mstep: Class 28 contains 1139 members 
Mstep: Class 29 contains 3700 members 
Mstep: Class 30 contains 12656 members 
Mstep: Class 31 contains 5517 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2132 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9458 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 5821 members 
Mstep: Class 39 contains 4824 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386240.000000 Penalty: 25740.931641
Iteration 256Q: 41 clusters Score -5.038624e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11685 members 
Mstep: Class 3 contains 8963 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10445 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589531 members 
Mstep: Class 10 contains 6757 members 
Mstep: Class 11 contains 20578 members 
Mstep: Class 12 contains 4059 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7656 members 
Mstep: Class 16 contains 559123 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 6918 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7516 members 
Mstep: Class 25 contains 21110 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12698 members 
Mstep: Class 28 contains 1139 members 
Mstep: Class 29 contains 3701 members 
Mstep: Class 30 contains 12650 members 
Mstep: Class 31 contains 5517 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2133 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9458 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 5821 members 
Mstep: Class 39 contains 4831 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386240.000000 Penalty: 25740.931641
Iteration 257Q: 41 clusters Score -5.038624e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11683 members 
Mstep: Class 3 contains 8963 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589530 members 
Mstep: Class 10 contains 6756 members 
Mstep: Class 11 contains 20577 members 
Mstep: Class 12 contains 4059 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7656 members 
Mstep: Class 16 contains 559117 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 6918 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7519 members 
Mstep: Class 25 contains 21110 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12697 members 
Mstep: Class 28 contains 1141 members 
Mstep: Class 29 contains 3701 members 
Mstep: Class 30 contains 12650 members 
Mstep: Class 31 contains 5517 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2133 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9458 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 5821 members 
Mstep: Class 39 contains 4838 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386256.000000 Penalty: 25740.931641
Iteration 258Q: 41 clusters Score -5.038626e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11681 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589529 members 
Mstep: Class 10 contains 6756 members 
Mstep: Class 11 contains 20575 members 
Mstep: Class 12 contains 4059 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7655 members 
Mstep: Class 16 contains 559123 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 6918 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7516 members 
Mstep: Class 25 contains 21111 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12697 members 
Mstep: Class 28 contains 1142 members 
Mstep: Class 29 contains 3701 members 
Mstep: Class 30 contains 12648 members 
Mstep: Class 31 contains 5517 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2133 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9458 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 5821 members 
Mstep: Class 39 contains 4842 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386296.000000 Penalty: 25740.931641
Iteration 259Q: 41 clusters Score -5.03863e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11676 members 
Mstep: Class 3 contains 8961 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10445 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589527 members 
Mstep: Class 10 contains 6756 members 
Mstep: Class 11 contains 20574 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7655 members 
Mstep: Class 16 contains 559122 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 6918 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7517 members 
Mstep: Class 25 contains 21111 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12699 members 
Mstep: Class 28 contains 1142 members 
Mstep: Class 29 contains 3701 members 
Mstep: Class 30 contains 12648 members 
Mstep: Class 31 contains 5517 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2134 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9459 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 5821 members 
Mstep: Class 39 contains 4846 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386308.000000 Penalty: 25740.931641
Iteration 260F: 41 clusters Score -5.038631e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11675 members 
Mstep: Class 3 contains 8960 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589525 members 
Mstep: Class 10 contains 6756 members 
Mstep: Class 11 contains 20573 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7655 members 
Mstep: Class 16 contains 559119 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 6918 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7516 members 
Mstep: Class 25 contains 21111 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12700 members 
Mstep: Class 28 contains 1143 members 
Mstep: Class 29 contains 3701 members 
Mstep: Class 30 contains 12647 members 
Mstep: Class 31 contains 5517 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2134 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9462 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 5821 members 
Mstep: Class 39 contains 4850 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386292.000000 Penalty: 25740.931641
Iteration 261Q: 41 clusters Score -5.038629e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11672 members 
Mstep: Class 3 contains 8960 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 474 members 
Mstep: Class 9 contains 589522 members 
Mstep: Class 10 contains 6756 members 
Mstep: Class 11 contains 20571 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7655 members 
Mstep: Class 16 contains 559119 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 6918 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7520 members 
Mstep: Class 25 contains 21111 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12702 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3701 members 
Mstep: Class 30 contains 12646 members 
Mstep: Class 31 contains 5517 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2134 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9463 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 5821 members 
Mstep: Class 39 contains 4852 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386300.000000 Penalty: 25740.931641
Iteration 262Q: 41 clusters Score -5.03863e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11671 members 
Mstep: Class 3 contains 8960 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589519 members 
Mstep: Class 10 contains 6756 members 
Mstep: Class 11 contains 20571 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7655 members 
Mstep: Class 16 contains 559114 members 
Mstep: Class 17 contains 11061 members 
Mstep: Class 18 contains 6918 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7522 members 
Mstep: Class 25 contains 21111 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12707 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3702 members 
Mstep: Class 30 contains 12645 members 
Mstep: Class 31 contains 5517 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2132 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9463 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 5821 members 
Mstep: Class 39 contains 4856 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386284.000000 Penalty: 25740.931641
Iteration 263Q: 41 clusters Score -5.038628e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11669 members 
Mstep: Class 3 contains 8960 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 476 members 
Mstep: Class 9 contains 589511 members 
Mstep: Class 10 contains 6754 members 
Mstep: Class 11 contains 20570 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7655 members 
Mstep: Class 16 contains 559111 members 
Mstep: Class 17 contains 11060 members 
Mstep: Class 18 contains 6917 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7526 members 
Mstep: Class 25 contains 21111 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12711 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3702 members 
Mstep: Class 30 contains 12645 members 
Mstep: Class 31 contains 5517 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9463 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 5821 members 
Mstep: Class 39 contains 4865 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386284.000000 Penalty: 25740.931641
Iteration 264Q: 41 clusters Score -5.038628e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11669 members 
Mstep: Class 3 contains 8960 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589507 members 
Mstep: Class 10 contains 6754 members 
Mstep: Class 11 contains 20570 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7656 members 
Mstep: Class 16 contains 559105 members 
Mstep: Class 17 contains 11059 members 
Mstep: Class 18 contains 6918 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7530 members 
Mstep: Class 25 contains 21112 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12715 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3702 members 
Mstep: Class 30 contains 12643 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9462 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 5821 members 
Mstep: Class 39 contains 4870 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386248.000000 Penalty: 25740.931641
Iteration 265Q: 41 clusters Score -5.038625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11669 members 
Mstep: Class 3 contains 8960 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589503 members 
Mstep: Class 10 contains 6754 members 
Mstep: Class 11 contains 20570 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7658 members 
Mstep: Class 16 contains 559100 members 
Mstep: Class 17 contains 11057 members 
Mstep: Class 18 contains 6919 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7533 members 
Mstep: Class 25 contains 21112 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12718 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3702 members 
Mstep: Class 30 contains 12642 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9461 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 5821 members 
Mstep: Class 39 contains 4874 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386256.000000 Penalty: 25740.931641
Iteration 266Q: 41 clusters Score -5.038626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11669 members 
Mstep: Class 3 contains 8960 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589499 members 
Mstep: Class 10 contains 6754 members 
Mstep: Class 11 contains 20571 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7660 members 
Mstep: Class 16 contains 559095 members 
Mstep: Class 17 contains 11057 members 
Mstep: Class 18 contains 6918 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7536 members 
Mstep: Class 25 contains 21112 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12721 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3702 members 
Mstep: Class 30 contains 12642 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9460 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 5821 members 
Mstep: Class 39 contains 4876 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386252.000000 Penalty: 25740.931641
Iteration 267Q: 41 clusters Score -5.038625e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11668 members 
Mstep: Class 3 contains 8960 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589498 members 
Mstep: Class 10 contains 6753 members 
Mstep: Class 11 contains 20571 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7661 members 
Mstep: Class 16 contains 559092 members 
Mstep: Class 17 contains 11057 members 
Mstep: Class 18 contains 6918 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7536 members 
Mstep: Class 25 contains 21112 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12723 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3700 members 
Mstep: Class 30 contains 12642 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9460 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 5821 members 
Mstep: Class 39 contains 4881 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386228.000000 Penalty: 25740.931641
Iteration 268Q: 41 clusters Score -5.038623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11667 members 
Mstep: Class 3 contains 8960 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589498 members 
Mstep: Class 10 contains 6753 members 
Mstep: Class 11 contains 20570 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7662 members 
Mstep: Class 16 contains 559093 members 
Mstep: Class 17 contains 11056 members 
Mstep: Class 18 contains 6918 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21112 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12725 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3696 members 
Mstep: Class 30 contains 12641 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9461 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 5821 members 
Mstep: Class 39 contains 4883 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386260.000000 Penalty: 25740.931641
Iteration 269Q: 41 clusters Score -5.038626e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8960 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589493 members 
Mstep: Class 10 contains 6753 members 
Mstep: Class 11 contains 20571 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559092 members 
Mstep: Class 17 contains 11056 members 
Mstep: Class 18 contains 6917 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 11902 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21112 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12730 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3693 members 
Mstep: Class 30 contains 12638 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9463 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 5821 members 
Mstep: Class 39 contains 4889 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386288.000000 Penalty: 25740.931641
Iteration 270Q: 41 clusters Score -5.038629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8960 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589489 members 
Mstep: Class 10 contains 6753 members 
Mstep: Class 11 contains 20570 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559090 members 
Mstep: Class 17 contains 11056 members 
Mstep: Class 18 contains 6915 members 
Mstep: Class 19 contains 3153 members 
Mstep: Class 20 contains 11899 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21111 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12737 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3691 members 
Mstep: Class 30 contains 12638 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9466 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 5821 members 
Mstep: Class 39 contains 4893 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386300.000000 Penalty: 25740.931641
Iteration 271Q: 41 clusters Score -5.03863e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8960 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589484 members 
Mstep: Class 10 contains 6753 members 
Mstep: Class 11 contains 20567 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559092 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 6916 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11897 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12742 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3691 members 
Mstep: Class 30 contains 12638 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9466 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 5821 members 
Mstep: Class 39 contains 4897 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386316.000000 Penalty: 25740.931641
Iteration 272Q: 41 clusters Score -5.038632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8960 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589484 members 
Mstep: Class 10 contains 6753 members 
Mstep: Class 11 contains 20567 members 
Mstep: Class 12 contains 4060 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559092 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 6915 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11894 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12744 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3690 members 
Mstep: Class 30 contains 12638 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9466 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 5821 members 
Mstep: Class 39 contains 4900 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386296.000000 Penalty: 25740.931641
Iteration 273Q: 41 clusters Score -5.03863e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8960 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9234 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589480 members 
Mstep: Class 10 contains 6753 members 
Mstep: Class 11 contains 20567 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559090 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 6913 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11894 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12746 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3686 members 
Mstep: Class 30 contains 12638 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9466 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 5821 members 
Mstep: Class 39 contains 4908 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386300.000000 Penalty: 25740.931641
Iteration 274Q: 41 clusters Score -5.03863e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8960 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9236 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589479 members 
Mstep: Class 10 contains 6751 members 
Mstep: Class 11 contains 20566 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559089 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 6914 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11894 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12747 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3682 members 
Mstep: Class 30 contains 12638 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9466 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 5821 members 
Mstep: Class 39 contains 4913 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386308.000000 Penalty: 25740.931641
Iteration 275Q: 41 clusters Score -5.038631e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8960 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9236 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589474 members 
Mstep: Class 10 contains 6751 members 
Mstep: Class 11 contains 20566 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559089 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 6918 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11893 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12747 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3679 members 
Mstep: Class 30 contains 12638 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9466 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5823 members 
Mstep: Class 39 contains 4917 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386268.000000 Penalty: 25740.931641
Iteration 276Q: 41 clusters Score -5.038627e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8960 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9238 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589468 members 
Mstep: Class 10 contains 6751 members 
Mstep: Class 11 contains 20566 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559089 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 6925 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11892 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12747 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3675 members 
Mstep: Class 30 contains 12638 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9466 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5823 members 
Mstep: Class 39 contains 4919 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386284.000000 Penalty: 25740.931641
Iteration 277Q: 41 clusters Score -5.038628e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8960 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9239 members 
Mstep: Class 7 contains 10446 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589461 members 
Mstep: Class 10 contains 6750 members 
Mstep: Class 11 contains 20566 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559090 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 6934 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11891 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12746 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3674 members 
Mstep: Class 30 contains 12638 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9466 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5823 members 
Mstep: Class 39 contains 4919 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386284.000000 Penalty: 25740.931641
Iteration 278Q: 41 clusters Score -5.038628e+07 nChanged 11
Entering ConstructFrom: 
Score: -50386284.000000 Penalty: 25740.931641
Entering ConstructFrom: 
Trying to split cluster 1 (1694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Entering Unmasked Estep 
Score: -54035.597656 Penalty: 338.285583
	Iteration 0F: 2 clusters Score -54035.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -52761.851562 Penalty: 676.571167
	Iteration 0F: 3 clusters Score -52761.85 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -53199.269531 Penalty: 676.571167
	Iteration 1F: 3 clusters Score -53199.27 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -53293.160156 Penalty: 676.571167
	Iteration 2F: 3 clusters Score -53293.16 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -53368.242188 Penalty: 676.571167
	Iteration 3F: 3 clusters Score -53368.24 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -53409.996094 Penalty: 676.571167
	Iteration 4Q: 3 clusters Score -53410 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -53443.847656 Penalty: 676.571167
	Iteration 5Q: 3 clusters Score -53443.85 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -53470.328125 Penalty: 676.571167
	Iteration 6Q: 3 clusters Score -53470.33 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -53487.792969 Penalty: 676.571167
	Iteration 7Q: 3 clusters Score -53487.79 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -53510.484375 Penalty: 676.571167
	Iteration 8Q: 3 clusters Score -53510.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -53537.679688 Penalty: 676.571167
	Iteration 9Q: 3 clusters Score -53537.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -53570.812500 Penalty: 676.571167
	Iteration 10Q: 3 clusters Score -53570.81 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -53591.847656 Penalty: 676.571167
	Iteration 11Q: 3 clusters Score -53591.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -53602.238281 Penalty: 676.571167
	Iteration 12Q: 3 clusters Score -53602.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -53614.843750 Penalty: 676.571167
	Iteration 13Q: 3 clusters Score -53614.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -53621.316406 Penalty: 676.571167
	Iteration 14Q: 3 clusters Score -53621.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -53626.738281 Penalty: 676.571167
	Iteration 15Q: 3 clusters Score -53626.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -53635.144531 Penalty: 676.571167
	Iteration 16Q: 3 clusters Score -53635.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -53641.925781 Penalty: 676.571167
	Iteration 17Q: 3 clusters Score -53641.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -53649.750000 Penalty: 676.571167
	Iteration 18Q: 3 clusters Score -53649.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -53657.855469 Penalty: 676.571167
	Iteration 19Q: 3 clusters Score -53657.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -53665.371094 Penalty: 676.571167
	Iteration 20F: 3 clusters Score -53665.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -53670.968750 Penalty: 676.571167
	Iteration 21Q: 3 clusters Score -53670.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -53679.906250 Penalty: 676.571167
	Iteration 22Q: 3 clusters Score -53679.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -53688.304688 Penalty: 676.571167
	Iteration 23Q: 3 clusters Score -53688.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -53692.921875 Penalty: 676.571167
	Iteration 24Q: 3 clusters Score -53692.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -53695.597656 Penalty: 676.571167
	Iteration 25Q: 3 clusters Score -53695.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -53698.601562 Penalty: 676.571167
	Iteration 26Q: 3 clusters Score -53698.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -53700.671875 Penalty: 676.571167
	Iteration 27Q: 3 clusters Score -53700.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -53701.582031 Penalty: 676.571167
	Iteration 28Q: 3 clusters Score -53701.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -53702.406250 Penalty: 676.571167
	Iteration 29Q: 3 clusters Score -53702.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -53703.519531 Penalty: 676.571167
	Iteration 30Q: 3 clusters Score -53703.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -53704.019531 Penalty: 676.571167
	Iteration 31Q: 3 clusters Score -53704.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -53704.726562 Penalty: 676.571167
	Iteration 32Q: 3 clusters Score -53704.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -53706.261719 Penalty: 676.571167
	Iteration 33Q: 3 clusters Score -53706.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -53709.097656 Penalty: 676.571167
	Iteration 34Q: 3 clusters Score -53709.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -53710.929688 Penalty: 676.571167
	Iteration 35Q: 3 clusters Score -53710.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -53712.773438 Penalty: 676.571167
	Iteration 36Q: 3 clusters Score -53712.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -53716.207031 Penalty: 676.571167
	Iteration 37Q: 3 clusters Score -53716.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -53717.945312 Penalty: 676.571167
	Iteration 38Q: 3 clusters Score -53717.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -53720.472656 Penalty: 676.571167
	Iteration 39Q: 3 clusters Score -53720.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -53722.777344 Penalty: 676.571167
	Iteration 40F: 3 clusters Score -53722.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -53724.007812 Penalty: 676.571167
	Iteration 41Q: 3 clusters Score -53724.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -53726.195312 Penalty: 676.571167
	Iteration 42Q: 3 clusters Score -53726.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -53727.964844 Penalty: 676.571167
	Iteration 43Q: 3 clusters Score -53727.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -53732.234375 Penalty: 676.571167
	Iteration 44Q: 3 clusters Score -53732.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -53738.824219 Penalty: 676.571167
	Iteration 45Q: 3 clusters Score -53738.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -53743.183594 Penalty: 676.571167
	Iteration 46Q: 3 clusters Score -53743.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -53745.089844 Penalty: 676.571167
	Iteration 47Q: 3 clusters Score -53745.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -53747.003906 Penalty: 676.571167
	Iteration 48Q: 3 clusters Score -53747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -53749.378906 Penalty: 676.571167
	Iteration 49Q: 3 clusters Score -53749.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -53751.792969 Penalty: 676.571167
	Iteration 50Q: 3 clusters Score -53751.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -53752.789062 Penalty: 676.571167
	Iteration 51Q: 3 clusters Score -53752.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -53752.878906 Penalty: 676.571167
	Iteration 52Q: 3 clusters Score -53752.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -53752.878906 Penalty: 676.571167
	Iteration 53F: 3 clusters Score -53752.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Entering Unmasked Estep 
Score: -435172.437500 Penalty: 426.081757
	Iteration 0F: 2 clusters Score -435172.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -427407.125000 Penalty: 852.163513
	Iteration 0F: 3 clusters Score -427407.1 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -430869.843750 Penalty: 852.163513
	Iteration 1F: 3 clusters Score -430869.8 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -431381.625000 Penalty: 852.163513
	Iteration 2F: 3 clusters Score -431381.6 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -431927.468750 Penalty: 852.163513
	Iteration 3F: 3 clusters Score -431927.5 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -432441.062500 Penalty: 852.163513
	Iteration 4F: 3 clusters Score -432441.1 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -432871.656250 Penalty: 852.163513
	Iteration 5F: 3 clusters Score -432871.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -433181.531250 Penalty: 852.163513
	Iteration 6Q: 3 clusters Score -433181.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -433431.062500 Penalty: 852.163513
	Iteration 7Q: 3 clusters Score -433431.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -433673.781250 Penalty: 852.163513
	Iteration 8Q: 3 clusters Score -433673.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -433910.093750 Penalty: 852.163513
	Iteration 9Q: 3 clusters Score -433910.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -434133.281250 Penalty: 852.163513
	Iteration 10Q: 3 clusters Score -434133.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -434302.156250 Penalty: 852.163513
	Iteration 11Q: 3 clusters Score -434302.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -434445.937500 Penalty: 852.163513
	Iteration 12Q: 3 clusters Score -434445.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -434549.875000 Penalty: 852.163513
	Iteration 13Q: 3 clusters Score -434549.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -434620.156250 Penalty: 852.163513
	Iteration 14Q: 3 clusters Score -434620.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -434675.750000 Penalty: 852.163513
	Iteration 15Q: 3 clusters Score -434675.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -434711.531250 Penalty: 852.163513
	Iteration 16Q: 3 clusters Score -434711.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -434733.281250 Penalty: 852.163513
	Iteration 17Q: 3 clusters Score -434733.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -434750.812500 Penalty: 852.163513
	Iteration 18Q: 3 clusters Score -434750.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -434764.906250 Penalty: 852.163513
	Iteration 19Q: 3 clusters Score -434764.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -434778.687500 Penalty: 852.163513
	Iteration 20F: 3 clusters Score -434778.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -434791.250000 Penalty: 852.163513
	Iteration 21Q: 3 clusters Score -434791.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -434800.125000 Penalty: 852.163513
	Iteration 22Q: 3 clusters Score -434800.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -434810.562500 Penalty: 852.163513
	Iteration 23Q: 3 clusters Score -434810.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -434818.468750 Penalty: 852.163513
	Iteration 24Q: 3 clusters Score -434818.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -434829.625000 Penalty: 852.163513
	Iteration 25Q: 3 clusters Score -434829.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -434836.656250 Penalty: 852.163513
	Iteration 26Q: 3 clusters Score -434836.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -434842.625000 Penalty: 852.163513
	Iteration 27Q: 3 clusters Score -434842.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -434847.781250 Penalty: 852.163513
	Iteration 28Q: 3 clusters Score -434847.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -434850.843750 Penalty: 852.163513
	Iteration 29Q: 3 clusters Score -434850.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -434854.843750 Penalty: 852.163513
	Iteration 30Q: 3 clusters Score -434854.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -434856.875000 Penalty: 852.163513
	Iteration 31Q: 3 clusters Score -434856.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -434860.500000 Penalty: 852.163513
	Iteration 32Q: 3 clusters Score -434860.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -434863.281250 Penalty: 852.163513
	Iteration 33Q: 3 clusters Score -434863.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -434864.593750 Penalty: 852.163513
	Iteration 34Q: 3 clusters Score -434864.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -434864.968750 Penalty: 852.163513
	Iteration 35Q: 3 clusters Score -434865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -434866.375000 Penalty: 852.163513
	Iteration 36Q: 3 clusters Score -434866.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -434866.562500 Penalty: 852.163513
	Iteration 37Q: 3 clusters Score -434866.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -434866.562500 Penalty: 852.163513
	Iteration 38Q: 3 clusters Score -434866.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -434866.656250 Penalty: 852.163513
	Iteration 39Q: 3 clusters Score -434866.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -434866.218750 Penalty: 852.163513
	Iteration 40F: 3 clusters Score -434866.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Entering Unmasked Estep 
Score: -325318.750000 Penalty: 414.073914
	Iteration 0F: 2 clusters Score -325318.8 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 4477 members 
Entering Unmasked Estep 
Score: -319275.781250 Penalty: 828.147827
	Iteration 0F: 3 clusters Score -319275.8 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -322152.187500 Penalty: 828.147827
	Iteration 1F: 3 clusters Score -322152.2 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -322747.687500 Penalty: 828.147827
	Iteration 2F: 3 clusters Score -322747.7 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -323286.562500 Penalty: 828.147827
	Iteration 3F: 3 clusters Score -323286.6 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -323751.781250 Penalty: 828.147827
	Iteration 4F: 3 clusters Score -323751.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -324057.343750 Penalty: 828.147827
	Iteration 5F: 3 clusters Score -324057.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -324268.062500 Penalty: 828.147827
	Iteration 6Q: 3 clusters Score -324268.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -324449.187500 Penalty: 828.147827
	Iteration 7Q: 3 clusters Score -324449.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -324608.937500 Penalty: 828.147827
	Iteration 8Q: 3 clusters Score -324608.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -324771.687500 Penalty: 828.147827
	Iteration 9Q: 3 clusters Score -324771.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -324911.375000 Penalty: 828.147827
	Iteration 10Q: 3 clusters Score -324911.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -325004.437500 Penalty: 828.147827
	Iteration 11Q: 3 clusters Score -325004.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -325050.875000 Penalty: 828.147827
	Iteration 12Q: 3 clusters Score -325050.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -325085.156250 Penalty: 828.147827
	Iteration 13Q: 3 clusters Score -325085.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -325114.937500 Penalty: 828.147827
	Iteration 14Q: 3 clusters Score -325114.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -325133.937500 Penalty: 828.147827
	Iteration 15Q: 3 clusters Score -325133.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -325148.312500 Penalty: 828.147827
	Iteration 16Q: 3 clusters Score -325148.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -325164.531250 Penalty: 828.147827
	Iteration 17Q: 3 clusters Score -325164.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -325175.437500 Penalty: 828.147827
	Iteration 18Q: 3 clusters Score -325175.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -325189.812500 Penalty: 828.147827
	Iteration 19Q: 3 clusters Score -325189.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -325202.156250 Penalty: 828.147827
	Iteration 20F: 3 clusters Score -325202.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -325219.625000 Penalty: 828.147827
	Iteration 21Q: 3 clusters Score -325219.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -325235.437500 Penalty: 828.147827
	Iteration 22Q: 3 clusters Score -325235.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -325249.250000 Penalty: 828.147827
	Iteration 23Q: 3 clusters Score -325249.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -325264.562500 Penalty: 828.147827
	Iteration 24Q: 3 clusters Score -325264.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -325278.312500 Penalty: 828.147827
	Iteration 25Q: 3 clusters Score -325278.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -325282.937500 Penalty: 828.147827
	Iteration 26Q: 3 clusters Score -325282.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -325285.250000 Penalty: 828.147827
	Iteration 27Q: 3 clusters Score -325285.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -325289.812500 Penalty: 828.147827
	Iteration 28Q: 3 clusters Score -325289.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -325292.656250 Penalty: 828.147827
	Iteration 29Q: 3 clusters Score -325292.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -325296.718750 Penalty: 828.147827
	Iteration 30Q: 3 clusters Score -325296.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -325298.406250 Penalty: 828.147827
	Iteration 31Q: 3 clusters Score -325298.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -325300.156250 Penalty: 828.147827
	Iteration 32Q: 3 clusters Score -325300.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -325301.093750 Penalty: 828.147827
	Iteration 33Q: 3 clusters Score -325301.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -325301.062500 Penalty: 828.147827
	Iteration 34Q: 3 clusters Score -325301.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -325302.218750 Penalty: 828.147827
	Iteration 35Q: 3 clusters Score -325302.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -325304.812500 Penalty: 828.147827
	Iteration 36Q: 3 clusters Score -325304.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -325306.593750 Penalty: 828.147827
	Iteration 37Q: 3 clusters Score -325306.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -325307.718750 Penalty: 828.147827
	Iteration 38Q: 3 clusters Score -325307.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -325308.093750 Penalty: 828.147827
	Iteration 39Q: 3 clusters Score -325308.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -325308.687500 Penalty: 828.147827
	Iteration 40F: 3 clusters Score -325308.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -325309.593750 Penalty: 828.147827
	Iteration 41Q: 3 clusters Score -325309.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -325311.218750 Penalty: 828.147827
	Iteration 42Q: 3 clusters Score -325311.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -325312.156250 Penalty: 828.147827
	Iteration 43Q: 3 clusters Score -325312.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -325312.968750 Penalty: 828.147827
	Iteration 44Q: 3 clusters Score -325313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -325313.562500 Penalty: 828.147827
	Iteration 45Q: 3 clusters Score -325313.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -325314.093750 Penalty: 828.147827
	Iteration 46Q: 3 clusters Score -325314.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -325313.625000 Penalty: 828.147827
	Iteration 47Q: 3 clusters Score -325313.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -325314.562500 Penalty: 828.147827
	Iteration 48Q: 3 clusters Score -325314.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -325314.687500 Penalty: 828.147827
	Iteration 49Q: 3 clusters Score -325314.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -325314.281250 Penalty: 828.147827
	Iteration 50Q: 3 clusters Score -325314.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -325314.593750 Penalty: 828.147827
	Iteration 51Q: 3 clusters Score -325314.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -325314.656250 Penalty: 828.147827
	Iteration 52Q: 3 clusters Score -325314.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -325314.812500 Penalty: 828.147827
	Iteration 53Q: 3 clusters Score -325314.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -325315.187500 Penalty: 828.147827
	Iteration 54Q: 3 clusters Score -325315.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -325316.437500 Penalty: 828.147827
	Iteration 55Q: 3 clusters Score -325316.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -325316.781250 Penalty: 828.147827
	Iteration 56Q: 3 clusters Score -325316.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -325318.312500 Penalty: 828.147827
	Iteration 57Q: 3 clusters Score -325318.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -325319.750000 Penalty: 828.147827
	Iteration 58Q: 3 clusters Score -325319.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -325320.187500 Penalty: 828.147827
	Iteration 59Q: 3 clusters Score -325320.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -325319.531250 Penalty: 828.147827
	Iteration 60F: 3 clusters Score -325319.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -325320.375000 Penalty: 828.147827
	Iteration 61Q: 3 clusters Score -325320.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -325320.531250 Penalty: 828.147827
	Iteration 62Q: 3 clusters Score -325320.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -325320.250000 Penalty: 828.147827
	Iteration 63Q: 3 clusters Score -325320.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -325320.250000 Penalty: 828.147827
	Iteration 64F: 3 clusters Score -325320.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9239 members 
Mstep: Class 7 contains 10445 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589457 members 
Mstep: Class 10 contains 6749 members 
Mstep: Class 11 contains 20566 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559092 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 6939 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11890 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12747 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3675 members 
Mstep: Class 30 contains 12638 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9466 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5823 members 
Mstep: Class 39 contains 4917 members 
Mstep: Class 40 contains 1410 members 
Mstep: Class 41 contains 7992 members 
Entering Unmasked Estep 
Score: -50386044.000000 Penalty: 26384.455078
Splitting cluster 3 changes total score from -50386284.000000 to -50386044.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (2596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Entering Unmasked Estep 
Score: -91603.843750 Penalty: 357.708588
	Iteration 0F: 2 clusters Score -91603.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -89808.062500 Penalty: 715.417175
	Iteration 0F: 3 clusters Score -89808.06 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -90450.296875 Penalty: 715.417175
	Iteration 1F: 3 clusters Score -90450.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -90566.390625 Penalty: 715.417175
	Iteration 2F: 3 clusters Score -90566.39 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -90662.695312 Penalty: 715.417175
	Iteration 3F: 3 clusters Score -90662.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -90754.242188 Penalty: 715.417175
	Iteration 4F: 3 clusters Score -90754.24 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -90837.867188 Penalty: 715.417175
	Iteration 5Q: 3 clusters Score -90837.87 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -90918.507812 Penalty: 715.417175
	Iteration 6Q: 3 clusters Score -90918.51 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -90982.046875 Penalty: 715.417175
	Iteration 7Q: 3 clusters Score -90982.05 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -91030.359375 Penalty: 715.417175
	Iteration 8Q: 3 clusters Score -91030.36 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -91074.890625 Penalty: 715.417175
	Iteration 9Q: 3 clusters Score -91074.89 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -91113.515625 Penalty: 715.417175
	Iteration 10Q: 3 clusters Score -91113.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -91141.117188 Penalty: 715.417175
	Iteration 11Q: 3 clusters Score -91141.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -91172.546875 Penalty: 715.417175
	Iteration 12Q: 3 clusters Score -91172.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -91194.664062 Penalty: 715.417175
	Iteration 13Q: 3 clusters Score -91194.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -91211.476562 Penalty: 715.417175
	Iteration 14Q: 3 clusters Score -91211.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -91222.710938 Penalty: 715.417175
	Iteration 15Q: 3 clusters Score -91222.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -91228.148438 Penalty: 715.417175
	Iteration 16Q: 3 clusters Score -91228.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -91232.250000 Penalty: 715.417175
	Iteration 17Q: 3 clusters Score -91232.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -91235.156250 Penalty: 715.417175
	Iteration 18Q: 3 clusters Score -91235.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -91238.882812 Penalty: 715.417175
	Iteration 19Q: 3 clusters Score -91238.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -91244.000000 Penalty: 715.417175
	Iteration 20F: 3 clusters Score -91244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -91252.398438 Penalty: 715.417175
	Iteration 21Q: 3 clusters Score -91252.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -91260.023438 Penalty: 715.417175
	Iteration 22Q: 3 clusters Score -91260.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -91269.085938 Penalty: 715.417175
	Iteration 23Q: 3 clusters Score -91269.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -91275.859375 Penalty: 715.417175
	Iteration 24Q: 3 clusters Score -91275.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -91282.203125 Penalty: 715.417175
	Iteration 25Q: 3 clusters Score -91282.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -91287.953125 Penalty: 715.417175
	Iteration 26Q: 3 clusters Score -91287.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -91288.734375 Penalty: 715.417175
	Iteration 27Q: 3 clusters Score -91288.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -91289.828125 Penalty: 715.417175
	Iteration 28Q: 3 clusters Score -91289.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -91289.828125 Penalty: 715.417175
	Iteration 29F: 3 clusters Score -91289.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Entering Unmasked Estep 
Score: -148690.109375 Penalty: 379.588379
	Iteration 0F: 2 clusters Score -148690.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -145864.625000 Penalty: 759.176758
	Iteration 0F: 3 clusters Score -145864.6 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -146924.234375 Penalty: 759.176758
	Iteration 1F: 3 clusters Score -146924.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -147057.796875 Penalty: 759.176758
	Iteration 2F: 3 clusters Score -147057.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -147175.968750 Penalty: 759.176758
	Iteration 3F: 3 clusters Score -147176 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -147300.375000 Penalty: 759.176758
	Iteration 4F: 3 clusters Score -147300.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -147401.828125 Penalty: 759.176758
	Iteration 5F: 3 clusters Score -147401.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -147486.281250 Penalty: 759.176758
	Iteration 6Q: 3 clusters Score -147486.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -147538.734375 Penalty: 759.176758
	Iteration 7Q: 3 clusters Score -147538.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -147592.156250 Penalty: 759.176758
	Iteration 8Q: 3 clusters Score -147592.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -147640.640625 Penalty: 759.176758
	Iteration 9Q: 3 clusters Score -147640.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -147679.703125 Penalty: 759.176758
	Iteration 10Q: 3 clusters Score -147679.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -147723.312500 Penalty: 759.176758
	Iteration 11Q: 3 clusters Score -147723.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -147781.375000 Penalty: 759.176758
	Iteration 12Q: 3 clusters Score -147781.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -147832.828125 Penalty: 759.176758
	Iteration 13Q: 3 clusters Score -147832.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -147876.953125 Penalty: 759.176758
	Iteration 14Q: 3 clusters Score -147877 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -147933.843750 Penalty: 759.176758
	Iteration 15Q: 3 clusters Score -147933.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -147993.484375 Penalty: 759.176758
	Iteration 16Q: 3 clusters Score -147993.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -148043.343750 Penalty: 759.176758
	Iteration 17Q: 3 clusters Score -148043.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -148100.703125 Penalty: 759.176758
	Iteration 18Q: 3 clusters Score -148100.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -148144.312500 Penalty: 759.176758
	Iteration 19Q: 3 clusters Score -148144.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -148179.390625 Penalty: 759.176758
	Iteration 20F: 3 clusters Score -148179.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -148202.671875 Penalty: 759.176758
	Iteration 21Q: 3 clusters Score -148202.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -148226.343750 Penalty: 759.176758
	Iteration 22Q: 3 clusters Score -148226.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -148248.187500 Penalty: 759.176758
	Iteration 23Q: 3 clusters Score -148248.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -148262.390625 Penalty: 759.176758
	Iteration 24Q: 3 clusters Score -148262.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -148276.968750 Penalty: 759.176758
	Iteration 25Q: 3 clusters Score -148277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -148296.890625 Penalty: 759.176758
	Iteration 26Q: 3 clusters Score -148296.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -148324.250000 Penalty: 759.176758
	Iteration 27Q: 3 clusters Score -148324.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -148342.109375 Penalty: 759.176758
	Iteration 28Q: 3 clusters Score -148342.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -148353.312500 Penalty: 759.176758
	Iteration 29Q: 3 clusters Score -148353.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -148357.703125 Penalty: 759.176758
	Iteration 30Q: 3 clusters Score -148357.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -148360.578125 Penalty: 759.176758
	Iteration 31Q: 3 clusters Score -148360.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -148365.750000 Penalty: 759.176758
	Iteration 32Q: 3 clusters Score -148365.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -148370.640625 Penalty: 759.176758
	Iteration 33Q: 3 clusters Score -148370.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -148375.468750 Penalty: 759.176758
	Iteration 34Q: 3 clusters Score -148375.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -148378.640625 Penalty: 759.176758
	Iteration 35Q: 3 clusters Score -148378.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -148378.640625 Penalty: 759.176758
	Iteration 36F: 3 clusters Score -148378.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Entering Unmasked Estep 
Score: -328448.875000 Penalty: 415.469116
	Iteration 0F: 2 clusters Score -328448.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -322331.718750 Penalty: 830.938232
	Iteration 0F: 3 clusters Score -322331.7 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -325182.218750 Penalty: 830.938232
	Iteration 1F: 3 clusters Score -325182.2 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -325640.406250 Penalty: 830.938232
	Iteration 2F: 3 clusters Score -325640.4 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -326186.375000 Penalty: 830.938232
	Iteration 3F: 3 clusters Score -326186.4 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -326753.750000 Penalty: 830.938232
	Iteration 4F: 3 clusters Score -326753.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -327293.906250 Penalty: 830.938232
	Iteration 5F: 3 clusters Score -327293.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -327706.781250 Penalty: 830.938232
	Iteration 6Q: 3 clusters Score -327706.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -327925.781250 Penalty: 830.938232
	Iteration 7Q: 3 clusters Score -327925.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -328016.437500 Penalty: 830.938232
	Iteration 8Q: 3 clusters Score -328016.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -328051.843750 Penalty: 830.938232
	Iteration 9Q: 3 clusters Score -328051.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -328068.062500 Penalty: 830.938232
	Iteration 10Q: 3 clusters Score -328068.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -328082.781250 Penalty: 830.938232
	Iteration 11Q: 3 clusters Score -328082.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -328088.000000 Penalty: 830.938232
	Iteration 12Q: 3 clusters Score -328088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -328093.031250 Penalty: 830.938232
	Iteration 13Q: 3 clusters Score -328093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -328095.406250 Penalty: 830.938232
	Iteration 14Q: 3 clusters Score -328095.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -328096.562500 Penalty: 830.938232
	Iteration 15Q: 3 clusters Score -328096.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -328098.437500 Penalty: 830.938232
	Iteration 16Q: 3 clusters Score -328098.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -328099.000000 Penalty: 830.938232
	Iteration 17Q: 3 clusters Score -328099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -328099.000000 Penalty: 830.938232
	Iteration 18F: 3 clusters Score -328099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Entering Unmasked Estep 
Score: -397319.593750 Penalty: 421.051483
	Iteration 0F: 2 clusters Score -397319.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -390337.281250 Penalty: 842.102966
	Iteration 0F: 3 clusters Score -390337.3 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -393283.812500 Penalty: 842.102966
	Iteration 1F: 3 clusters Score -393283.8 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -393609.781250 Penalty: 842.102966
	Iteration 2F: 3 clusters Score -393609.8 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -394075.531250 Penalty: 842.102966
	Iteration 3F: 3 clusters Score -394075.5 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -394670.468750 Penalty: 842.102966
	Iteration 4F: 3 clusters Score -394670.5 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -395287.593750 Penalty: 842.102966
	Iteration 5F: 3 clusters Score -395287.6 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -395930.656250 Penalty: 842.102966
	Iteration 6F: 3 clusters Score -395930.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -396449.781250 Penalty: 842.102966
	Iteration 7Q: 3 clusters Score -396449.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -396742.656250 Penalty: 842.102966
	Iteration 8Q: 3 clusters Score -396742.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -396864.562500 Penalty: 842.102966
	Iteration 9Q: 3 clusters Score -396864.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -396906.406250 Penalty: 842.102966
	Iteration 10Q: 3 clusters Score -396906.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -396917.187500 Penalty: 842.102966
	Iteration 11Q: 3 clusters Score -396917.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -396933.281250 Penalty: 842.102966
	Iteration 12Q: 3 clusters Score -396933.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -396946.656250 Penalty: 842.102966
	Iteration 13Q: 3 clusters Score -396946.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -396952.062500 Penalty: 842.102966
	Iteration 14Q: 3 clusters Score -396952.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -396954.000000 Penalty: 842.102966
	Iteration 15Q: 3 clusters Score -396954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -396954.000000 Penalty: 842.102966
	Iteration 16F: 3 clusters Score -396954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -12884.833984 Penalty: 280.430817
	Iteration 0F: 2 clusters Score -12884.83 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 220 members 
Entering Unmasked Estep 
Score: -12444.546875 Penalty: 560.861633
	Iteration 0F: 3 clusters Score -12444.55 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12738.237305 Penalty: 560.861633
	Iteration 1F: 3 clusters Score -12738.24 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12844.527344 Penalty: 560.861633
	Iteration 2F: 3 clusters Score -12844.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12862.923828 Penalty: 560.861633
	Iteration 3Q: 3 clusters Score -12862.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12870.420898 Penalty: 560.861633
	Iteration 4Q: 3 clusters Score -12870.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12871.023438 Penalty: 560.861633
	Iteration 5Q: 3 clusters Score -12871.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12871.352539 Penalty: 560.861633
	Iteration 6Q: 3 clusters Score -12871.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12872.539062 Penalty: 560.861633
	Iteration 7Q: 3 clusters Score -12872.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12873.117188 Penalty: 560.861633
	Iteration 8Q: 3 clusters Score -12873.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12873.565430 Penalty: 560.861633
	Iteration 9Q: 3 clusters Score -12873.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12873.913086 Penalty: 560.861633
	Iteration 10Q: 3 clusters Score -12873.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12873.913086 Penalty: 560.861633
	Iteration 11F: 3 clusters Score -12873.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (589457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589457 members 
Entering Unmasked Estep 
Score: -22337354.000000 Penalty: 604.556519
	Iteration 0F: 2 clusters Score -2.233735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293994 members 
Mstep: Class 2 contains 295463 members 
Entering Unmasked Estep 
Score: -21937798.000000 Penalty: 1209.113037
	Iteration 0F: 3 clusters Score -2.19378e+07 nChanged 292705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241073 members 
Mstep: Class 2 contains 348384 members 
Entering Unmasked Estep 
Score: -22126106.000000 Penalty: 1209.113037
	Iteration 1F: 3 clusters Score -2.212611e+07 nChanged 32322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209619 members 
Mstep: Class 2 contains 379838 members 
Entering Unmasked Estep 
Score: -22143996.000000 Penalty: 1209.113037
	Iteration 2F: 3 clusters Score -2.2144e+07 nChanged 44932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164753 members 
Mstep: Class 2 contains 424704 members 
Entering Unmasked Estep 
Score: -22174850.000000 Penalty: 1209.113037
	Iteration 3F: 3 clusters Score -2.217485e+07 nChanged 54742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110011 members 
Mstep: Class 2 contains 479446 members 
Entering Unmasked Estep 
Score: -22219372.000000 Penalty: 1209.113037
	Iteration 4F: 3 clusters Score -2.221937e+07 nChanged 51742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 531188 members 
Entering Unmasked Estep 
Score: -22271242.000000 Penalty: 1209.113037
	Iteration 5F: 3 clusters Score -2.227124e+07 nChanged 35455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 566643 members 
Entering Unmasked Estep 
Score: -22310212.000000 Penalty: 1209.113037
	Iteration 6F: 3 clusters Score -2.231021e+07 nChanged 16176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 582819 members 
Entering Unmasked Estep 
Score: -22329320.000000 Penalty: 1209.113037
	Iteration 7Q: 3 clusters Score -2.232932e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 587935 members 
Entering Unmasked Estep 
Score: -22335046.000000 Penalty: 1209.113037
	Iteration 8Q: 3 clusters Score -2.233505e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 589117 members 
Entering Unmasked Estep 
Score: -22336402.000000 Penalty: 1209.113037
	Iteration 9Q: 3 clusters Score -2.23364e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 589366 members 
Entering Unmasked Estep 
Score: -22336660.000000 Penalty: 1209.113037
	Iteration 10Q: 3 clusters Score -2.233666e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 589403 members 
Entering Unmasked Estep 
Score: -22336750.000000 Penalty: 1209.113037
	Iteration 11Q: 3 clusters Score -2.233675e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 589409 members 
Entering Unmasked Estep 
Score: -22336786.000000 Penalty: 1209.113037
	Iteration 12Q: 3 clusters Score -2.233679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 589406 members 
Entering Unmasked Estep 
Score: -22336780.000000 Penalty: 1209.113037
	Iteration 13Q: 3 clusters Score -2.233678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 589408 members 
Entering Unmasked Estep 
Score: -22336788.000000 Penalty: 1209.113037
	Iteration 14Q: 3 clusters Score -2.233679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 589406 members 
Entering Unmasked Estep 
Score: -22336780.000000 Penalty: 1209.113037
	Iteration 15Q: 3 clusters Score -2.233678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 589405 members 
Entering Unmasked Estep 
Score: -22336796.000000 Penalty: 1209.113037
	Iteration 16Q: 3 clusters Score -2.23368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 589404 members 
Entering Unmasked Estep 
Score: -22336794.000000 Penalty: 1209.113037
	Iteration 17Q: 3 clusters Score -2.233679e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 589404 members 
Entering Unmasked Estep 
Score: -22336794.000000 Penalty: 1209.113037
	Iteration 18F: 3 clusters Score -2.233679e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Entering Unmasked Estep 
Score: -242454.687500 Penalty: 401.180298
	Iteration 0F: 2 clusters Score -242454.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -237929.703125 Penalty: 802.360596
	Iteration 0F: 3 clusters Score -237929.7 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -239910.906250 Penalty: 802.360596
	Iteration 1F: 3 clusters Score -239910.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -240277.296875 Penalty: 802.360596
	Iteration 2F: 3 clusters Score -240277.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -240635.703125 Penalty: 802.360596
	Iteration 3F: 3 clusters Score -240635.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -240972.875000 Penalty: 802.360596
	Iteration 4F: 3 clusters Score -240972.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -241219.062500 Penalty: 802.360596
	Iteration 5F: 3 clusters Score -241219.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -241383.937500 Penalty: 802.360596
	Iteration 6Q: 3 clusters Score -241383.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -241487.718750 Penalty: 802.360596
	Iteration 7Q: 3 clusters Score -241487.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -241552.281250 Penalty: 802.360596
	Iteration 8Q: 3 clusters Score -241552.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -241583.781250 Penalty: 802.360596
	Iteration 9Q: 3 clusters Score -241583.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -241602.265625 Penalty: 802.360596
	Iteration 10Q: 3 clusters Score -241602.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -241616.265625 Penalty: 802.360596
	Iteration 11Q: 3 clusters Score -241616.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -241627.671875 Penalty: 802.360596
	Iteration 12Q: 3 clusters Score -241627.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -241644.265625 Penalty: 802.360596
	Iteration 13Q: 3 clusters Score -241644.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -241662.015625 Penalty: 802.360596
	Iteration 14Q: 3 clusters Score -241662 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -241682.625000 Penalty: 802.360596
	Iteration 15Q: 3 clusters Score -241682.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -241700.640625 Penalty: 802.360596
	Iteration 16Q: 3 clusters Score -241700.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -241714.984375 Penalty: 802.360596
	Iteration 17Q: 3 clusters Score -241715 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -241730.109375 Penalty: 802.360596
	Iteration 18Q: 3 clusters Score -241730.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -241744.296875 Penalty: 802.360596
	Iteration 19Q: 3 clusters Score -241744.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -241755.046875 Penalty: 802.360596
	Iteration 20F: 3 clusters Score -241755 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -241762.328125 Penalty: 802.360596
	Iteration 21Q: 3 clusters Score -241762.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -241767.140625 Penalty: 802.360596
	Iteration 22Q: 3 clusters Score -241767.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -241771.765625 Penalty: 802.360596
	Iteration 23Q: 3 clusters Score -241771.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -241777.046875 Penalty: 802.360596
	Iteration 24Q: 3 clusters Score -241777 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -241783.078125 Penalty: 802.360596
	Iteration 25Q: 3 clusters Score -241783.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -241787.265625 Penalty: 802.360596
	Iteration 26Q: 3 clusters Score -241787.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -241792.156250 Penalty: 802.360596
	Iteration 27Q: 3 clusters Score -241792.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -241796.390625 Penalty: 802.360596
	Iteration 28Q: 3 clusters Score -241796.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -241800.718750 Penalty: 802.360596
	Iteration 29Q: 3 clusters Score -241800.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -241803.718750 Penalty: 802.360596
	Iteration 30Q: 3 clusters Score -241803.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -241808.781250 Penalty: 802.360596
	Iteration 31Q: 3 clusters Score -241808.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -241813.187500 Penalty: 802.360596
	Iteration 32Q: 3 clusters Score -241813.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -241818.656250 Penalty: 802.360596
	Iteration 33Q: 3 clusters Score -241818.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -241823.625000 Penalty: 802.360596
	Iteration 34Q: 3 clusters Score -241823.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -241825.906250 Penalty: 802.360596
	Iteration 35Q: 3 clusters Score -241825.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -241826.531250 Penalty: 802.360596
	Iteration 36Q: 3 clusters Score -241826.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -241827.781250 Penalty: 802.360596
	Iteration 37Q: 3 clusters Score -241827.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -241828.953125 Penalty: 802.360596
	Iteration 38Q: 3 clusters Score -241829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -241829.312500 Penalty: 802.360596
	Iteration 39Q: 3 clusters Score -241829.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -241829.781250 Penalty: 802.360596
	Iteration 40F: 3 clusters Score -241829.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -241830.296875 Penalty: 802.360596
	Iteration 41Q: 3 clusters Score -241830.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -241830.437500 Penalty: 802.360596
	Iteration 42Q: 3 clusters Score -241830.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -241830.421875 Penalty: 802.360596
	Iteration 43Q: 3 clusters Score -241830.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -241830.843750 Penalty: 802.360596
	Iteration 44Q: 3 clusters Score -241830.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -241830.906250 Penalty: 802.360596
	Iteration 45Q: 3 clusters Score -241830.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -241832.203125 Penalty: 802.360596
	Iteration 46Q: 3 clusters Score -241832.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -241832.406250 Penalty: 802.360596
	Iteration 47Q: 3 clusters Score -241832.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -241832.921875 Penalty: 802.360596
	Iteration 48Q: 3 clusters Score -241832.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -241833.000000 Penalty: 802.360596
	Iteration 49Q: 3 clusters Score -241833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -241833.671875 Penalty: 802.360596
	Iteration 50Q: 3 clusters Score -241833.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -241834.000000 Penalty: 802.360596
	Iteration 51Q: 3 clusters Score -241834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -241833.843750 Penalty: 802.360596
	Iteration 52Q: 3 clusters Score -241833.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -241834.390625 Penalty: 802.360596
	Iteration 53Q: 3 clusters Score -241834.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -241835.046875 Penalty: 802.360596
	Iteration 54Q: 3 clusters Score -241835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -241834.937500 Penalty: 802.360596
	Iteration 55Q: 3 clusters Score -241834.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -241835.656250 Penalty: 802.360596
	Iteration 56Q: 3 clusters Score -241835.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -241836.093750 Penalty: 802.360596
	Iteration 57Q: 3 clusters Score -241836.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -241836.046875 Penalty: 802.360596
	Iteration 58Q: 3 clusters Score -241836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -241836.312500 Penalty: 802.360596
	Iteration 59Q: 3 clusters Score -241836.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -241836.312500 Penalty: 802.360596
	Iteration 60F: 3 clusters Score -241836.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Entering Unmasked Estep 
Score: -756367.125000 Penalty: 451.878448
	Iteration 0F: 2 clusters Score -756367.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -742693.687500 Penalty: 903.756897
	Iteration 0F: 3 clusters Score -742693.7 nChanged 9778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -748495.937500 Penalty: 903.756897
	Iteration 1F: 3 clusters Score -748495.9 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -748908.562500 Penalty: 903.756897
	Iteration 2Q: 3 clusters Score -748908.6 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -749440.312500 Penalty: 903.756897
	Iteration 3F: 3 clusters Score -749440.3 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -750234.562500 Penalty: 903.756897
	Iteration 4F: 3 clusters Score -750234.6 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -751170.000000 Penalty: 903.756897
	Iteration 5F: 3 clusters Score -751170 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -752158.437500 Penalty: 903.756897
	Iteration 6F: 3 clusters Score -752158.4 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -753054.437500 Penalty: 903.756897
	Iteration 7F: 3 clusters Score -753054.4 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -753810.937500 Penalty: 903.756897
	Iteration 8F: 3 clusters Score -753810.9 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -754385.625000 Penalty: 903.756897
	Iteration 9Q: 3 clusters Score -754385.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -754812.000000 Penalty: 903.756897
	Iteration 10Q: 3 clusters Score -754812 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -755130.437500 Penalty: 903.756897
	Iteration 11Q: 3 clusters Score -755130.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -755389.750000 Penalty: 903.756897
	Iteration 12Q: 3 clusters Score -755389.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -755568.875000 Penalty: 903.756897
	Iteration 13Q: 3 clusters Score -755568.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -755699.187500 Penalty: 903.756897
	Iteration 14Q: 3 clusters Score -755699.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -755804.125000 Penalty: 903.756897
	Iteration 15Q: 3 clusters Score -755804.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -755891.187500 Penalty: 903.756897
	Iteration 16Q: 3 clusters Score -755891.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -755971.500000 Penalty: 903.756897
	Iteration 17Q: 3 clusters Score -755971.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -756050.812500 Penalty: 903.756897
	Iteration 18Q: 3 clusters Score -756050.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -756102.062500 Penalty: 903.756897
	Iteration 19Q: 3 clusters Score -756102.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -756151.000000 Penalty: 903.756897
	Iteration 20F: 3 clusters Score -756151 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -756180.562500 Penalty: 903.756897
	Iteration 21Q: 3 clusters Score -756180.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -756198.062500 Penalty: 903.756897
	Iteration 22Q: 3 clusters Score -756198.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -756213.437500 Penalty: 903.756897
	Iteration 23Q: 3 clusters Score -756213.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -756230.750000 Penalty: 903.756897
	Iteration 24Q: 3 clusters Score -756230.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -756244.437500 Penalty: 903.756897
	Iteration 25Q: 3 clusters Score -756244.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -756257.187500 Penalty: 903.756897
	Iteration 26Q: 3 clusters Score -756257.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -756270.687500 Penalty: 903.756897
	Iteration 27Q: 3 clusters Score -756270.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -756283.437500 Penalty: 903.756897
	Iteration 28Q: 3 clusters Score -756283.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -756295.500000 Penalty: 903.756897
	Iteration 29Q: 3 clusters Score -756295.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -756303.125000 Penalty: 903.756897
	Iteration 30Q: 3 clusters Score -756303.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -756305.937500 Penalty: 903.756897
	Iteration 31Q: 3 clusters Score -756305.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -756309.125000 Penalty: 903.756897
	Iteration 32Q: 3 clusters Score -756309.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -756313.000000 Penalty: 903.756897
	Iteration 33Q: 3 clusters Score -756313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -756316.187500 Penalty: 903.756897
	Iteration 34Q: 3 clusters Score -756316.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -756320.875000 Penalty: 903.756897
	Iteration 35Q: 3 clusters Score -756320.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -756320.875000 Penalty: 903.756897
	Iteration 36Q: 3 clusters Score -756320.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -756322.062500 Penalty: 903.756897
	Iteration 37Q: 3 clusters Score -756322.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -756324.625000 Penalty: 903.756897
	Iteration 38Q: 3 clusters Score -756324.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -756325.937500 Penalty: 903.756897
	Iteration 39Q: 3 clusters Score -756325.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -756327.937500 Penalty: 903.756897
	Iteration 40F: 3 clusters Score -756327.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -756326.812500 Penalty: 903.756897
	Iteration 41Q: 3 clusters Score -756326.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -756327.500000 Penalty: 903.756897
	Iteration 42Q: 3 clusters Score -756327.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -756328.187500 Penalty: 903.756897
	Iteration 43Q: 3 clusters Score -756328.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -756333.687500 Penalty: 903.756897
	Iteration 44Q: 3 clusters Score -756333.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -756338.625000 Penalty: 903.756897
	Iteration 45Q: 3 clusters Score -756338.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -756342.437500 Penalty: 903.756897
	Iteration 46Q: 3 clusters Score -756342.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -756344.375000 Penalty: 903.756897
	Iteration 47Q: 3 clusters Score -756344.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -756347.625000 Penalty: 903.756897
	Iteration 48Q: 3 clusters Score -756347.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -756348.125000 Penalty: 903.756897
	Iteration 49Q: 3 clusters Score -756348.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -756348.750000 Penalty: 903.756897
	Iteration 50Q: 3 clusters Score -756348.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -756349.375000 Penalty: 903.756897
	Iteration 51Q: 3 clusters Score -756349.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -756349.000000 Penalty: 903.756897
	Iteration 52Q: 3 clusters Score -756349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -756350.750000 Penalty: 903.756897
	Iteration 53Q: 3 clusters Score -756350.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -756350.937500 Penalty: 903.756897
	Iteration 54Q: 3 clusters Score -756350.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -756350.937500 Penalty: 903.756897
	Iteration 55F: 3 clusters Score -756350.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Entering Unmasked Estep 
Score: -149533.875000 Penalty: 378.067871
	Iteration 0F: 2 clusters Score -149533.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -146782.609375 Penalty: 756.135742
	Iteration 0F: 3 clusters Score -146782.6 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -147802.812500 Penalty: 756.135742
	Iteration 1F: 3 clusters Score -147802.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -147924.484375 Penalty: 756.135742
	Iteration 2F: 3 clusters Score -147924.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -148012.750000 Penalty: 756.135742
	Iteration 3F: 3 clusters Score -148012.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -148078.078125 Penalty: 756.135742
	Iteration 4Q: 3 clusters Score -148078.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -148139.218750 Penalty: 756.135742
	Iteration 5Q: 3 clusters Score -148139.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -148226.093750 Penalty: 756.135742
	Iteration 6Q: 3 clusters Score -148226.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -148343.437500 Penalty: 756.135742
	Iteration 7Q: 3 clusters Score -148343.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -148475.875000 Penalty: 756.135742
	Iteration 8Q: 3 clusters Score -148475.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -148611.093750 Penalty: 756.135742
	Iteration 9Q: 3 clusters Score -148611.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -148755.093750 Penalty: 756.135742
	Iteration 10Q: 3 clusters Score -148755.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -148869.765625 Penalty: 756.135742
	Iteration 11Q: 3 clusters Score -148869.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -148938.703125 Penalty: 756.135742
	Iteration 12Q: 3 clusters Score -148938.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -148983.000000 Penalty: 756.135742
	Iteration 13Q: 3 clusters Score -148983 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -149030.000000 Penalty: 756.135742
	Iteration 14Q: 3 clusters Score -149030 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -149069.593750 Penalty: 756.135742
	Iteration 15Q: 3 clusters Score -149069.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -149089.953125 Penalty: 756.135742
	Iteration 16Q: 3 clusters Score -149090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -149099.921875 Penalty: 756.135742
	Iteration 17Q: 3 clusters Score -149099.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -149107.484375 Penalty: 756.135742
	Iteration 18Q: 3 clusters Score -149107.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -149112.421875 Penalty: 756.135742
	Iteration 19Q: 3 clusters Score -149112.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -149114.843750 Penalty: 756.135742
	Iteration 20F: 3 clusters Score -149114.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -149117.140625 Penalty: 756.135742
	Iteration 21Q: 3 clusters Score -149117.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -149122.281250 Penalty: 756.135742
	Iteration 22Q: 3 clusters Score -149122.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -149127.484375 Penalty: 756.135742
	Iteration 23Q: 3 clusters Score -149127.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -149131.515625 Penalty: 756.135742
	Iteration 24Q: 3 clusters Score -149131.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -149134.437500 Penalty: 756.135742
	Iteration 25Q: 3 clusters Score -149134.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -149136.406250 Penalty: 756.135742
	Iteration 26Q: 3 clusters Score -149136.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -149141.000000 Penalty: 756.135742
	Iteration 27Q: 3 clusters Score -149141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -149145.703125 Penalty: 756.135742
	Iteration 28Q: 3 clusters Score -149145.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -149149.109375 Penalty: 756.135742
	Iteration 29Q: 3 clusters Score -149149.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -149153.859375 Penalty: 756.135742
	Iteration 30Q: 3 clusters Score -149153.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -149157.875000 Penalty: 756.135742
	Iteration 31Q: 3 clusters Score -149157.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -149159.578125 Penalty: 756.135742
	Iteration 32Q: 3 clusters Score -149159.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -149162.234375 Penalty: 756.135742
	Iteration 33Q: 3 clusters Score -149162.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -149166.390625 Penalty: 756.135742
	Iteration 34Q: 3 clusters Score -149166.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -149169.781250 Penalty: 756.135742
	Iteration 35Q: 3 clusters Score -149169.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -149170.531250 Penalty: 756.135742
	Iteration 36Q: 3 clusters Score -149170.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -149170.562500 Penalty: 756.135742
	Iteration 37Q: 3 clusters Score -149170.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -149170.562500 Penalty: 756.135742
	Iteration 38F: 3 clusters Score -149170.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Entering Unmasked Estep 
Score: -36428.125000 Penalty: 316.305634
	Iteration 0F: 2 clusters Score -36428.12 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 515 members 
Entering Unmasked Estep 
Score: -35578.773438 Penalty: 632.611267
	Iteration 0F: 3 clusters Score -35578.77 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -35805.980469 Penalty: 632.611267
	Iteration 1F: 3 clusters Score -35805.98 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -35867.035156 Penalty: 632.611267
	Iteration 2F: 3 clusters Score -35867.04 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -35915.535156 Penalty: 632.611267
	Iteration 3F: 3 clusters Score -35915.54 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -35936.183594 Penalty: 632.611267
	Iteration 4Q: 3 clusters Score -35936.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -35955.644531 Penalty: 632.611267
	Iteration 5Q: 3 clusters Score -35955.64 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -35976.089844 Penalty: 632.611267
	Iteration 6Q: 3 clusters Score -35976.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -35997.062500 Penalty: 632.611267
	Iteration 7Q: 3 clusters Score -35997.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -36023.324219 Penalty: 632.611267
	Iteration 8Q: 3 clusters Score -36023.32 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -36059.589844 Penalty: 632.611267
	Iteration 9Q: 3 clusters Score -36059.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -36082.492188 Penalty: 632.611267
	Iteration 10Q: 3 clusters Score -36082.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -36100.664062 Penalty: 632.611267
	Iteration 11Q: 3 clusters Score -36100.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -36112.503906 Penalty: 632.611267
	Iteration 12Q: 3 clusters Score -36112.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -36134.101562 Penalty: 632.611267
	Iteration 13Q: 3 clusters Score -36134.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -36161.457031 Penalty: 632.611267
	Iteration 14Q: 3 clusters Score -36161.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -36182.835938 Penalty: 632.611267
	Iteration 15Q: 3 clusters Score -36182.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -36205.023438 Penalty: 632.611267
	Iteration 16Q: 3 clusters Score -36205.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -36219.742188 Penalty: 632.611267
	Iteration 17Q: 3 clusters Score -36219.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -36233.082031 Penalty: 632.611267
	Iteration 18Q: 3 clusters Score -36233.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -36240.335938 Penalty: 632.611267
	Iteration 19Q: 3 clusters Score -36240.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -36244.253906 Penalty: 632.611267
	Iteration 20F: 3 clusters Score -36244.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -36248.226562 Penalty: 632.611267
	Iteration 21Q: 3 clusters Score -36248.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -36248.675781 Penalty: 632.611267
	Iteration 22Q: 3 clusters Score -36248.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -36248.675781 Penalty: 632.611267
	Iteration 23F: 3 clusters Score -36248.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Entering Unmasked Estep 
Score: -119062.906250 Penalty: 369.269806
	Iteration 0F: 2 clusters Score -119062.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -116823.914062 Penalty: 738.539612
	Iteration 0F: 3 clusters Score -116823.9 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -117695.734375 Penalty: 738.539612
	Iteration 1F: 3 clusters Score -117695.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -117849.851562 Penalty: 738.539612
	Iteration 2F: 3 clusters Score -117849.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -117976.960938 Penalty: 738.539612
	Iteration 3F: 3 clusters Score -117977 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -118065.445312 Penalty: 738.539612
	Iteration 4F: 3 clusters Score -118065.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -118154.687500 Penalty: 738.539612
	Iteration 5Q: 3 clusters Score -118154.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -118245.406250 Penalty: 738.539612
	Iteration 6Q: 3 clusters Score -118245.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -118312.976562 Penalty: 738.539612
	Iteration 7Q: 3 clusters Score -118313 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -118361.992188 Penalty: 738.539612
	Iteration 8Q: 3 clusters Score -118362 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -118401.320312 Penalty: 738.539612
	Iteration 9Q: 3 clusters Score -118401.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -118428.914062 Penalty: 738.539612
	Iteration 10Q: 3 clusters Score -118428.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -118453.695312 Penalty: 738.539612
	Iteration 11Q: 3 clusters Score -118453.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -118470.171875 Penalty: 738.539612
	Iteration 12Q: 3 clusters Score -118470.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -118487.578125 Penalty: 738.539612
	Iteration 13Q: 3 clusters Score -118487.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -118501.382812 Penalty: 738.539612
	Iteration 14Q: 3 clusters Score -118501.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -118521.320312 Penalty: 738.539612
	Iteration 15Q: 3 clusters Score -118521.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -118538.820312 Penalty: 738.539612
	Iteration 16Q: 3 clusters Score -118538.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -118561.187500 Penalty: 738.539612
	Iteration 17Q: 3 clusters Score -118561.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -118588.242188 Penalty: 738.539612
	Iteration 18Q: 3 clusters Score -118588.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -118604.226562 Penalty: 738.539612
	Iteration 19Q: 3 clusters Score -118604.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -118628.898438 Penalty: 738.539612
	Iteration 20F: 3 clusters Score -118628.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -118652.015625 Penalty: 738.539612
	Iteration 21Q: 3 clusters Score -118652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -118667.125000 Penalty: 738.539612
	Iteration 22Q: 3 clusters Score -118667.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -118682.203125 Penalty: 738.539612
	Iteration 23Q: 3 clusters Score -118682.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -118691.140625 Penalty: 738.539612
	Iteration 24Q: 3 clusters Score -118691.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -118697.156250 Penalty: 738.539612
	Iteration 25Q: 3 clusters Score -118697.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -118701.140625 Penalty: 738.539612
	Iteration 26Q: 3 clusters Score -118701.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -118702.890625 Penalty: 738.539612
	Iteration 27Q: 3 clusters Score -118702.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -118703.078125 Penalty: 738.539612
	Iteration 28Q: 3 clusters Score -118703.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -118703.242188 Penalty: 738.539612
	Iteration 29Q: 3 clusters Score -118703.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -118703.242188 Penalty: 738.539612
	Iteration 30F: 3 clusters Score -118703.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Entering Unmasked Estep 
Score: -278880.718750 Penalty: 406.959229
	Iteration 0F: 2 clusters Score -278880.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -273798.500000 Penalty: 813.918457
	Iteration 0F: 3 clusters Score -273798.5 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -275739.187500 Penalty: 813.918457
	Iteration 1F: 3 clusters Score -275739.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -275964.062500 Penalty: 813.918457
	Iteration 2F: 3 clusters Score -275964.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -276202.937500 Penalty: 813.918457
	Iteration 3F: 3 clusters Score -276202.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -276484.968750 Penalty: 813.918457
	Iteration 4F: 3 clusters Score -276485 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -276771.906250 Penalty: 813.918457
	Iteration 5F: 3 clusters Score -276771.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -277059.593750 Penalty: 813.918457
	Iteration 6F: 3 clusters Score -277059.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -277315.343750 Penalty: 813.918457
	Iteration 7F: 3 clusters Score -277315.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -277509.218750 Penalty: 813.918457
	Iteration 8Q: 3 clusters Score -277509.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -277675.437500 Penalty: 813.918457
	Iteration 9Q: 3 clusters Score -277675.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -277810.718750 Penalty: 813.918457
	Iteration 10Q: 3 clusters Score -277810.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -277898.906250 Penalty: 813.918457
	Iteration 11Q: 3 clusters Score -277898.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -277971.406250 Penalty: 813.918457
	Iteration 12Q: 3 clusters Score -277971.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -278029.062500 Penalty: 813.918457
	Iteration 13Q: 3 clusters Score -278029.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -278069.062500 Penalty: 813.918457
	Iteration 14Q: 3 clusters Score -278069.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -278098.281250 Penalty: 813.918457
	Iteration 15Q: 3 clusters Score -278098.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -278117.875000 Penalty: 813.918457
	Iteration 16Q: 3 clusters Score -278117.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -278133.375000 Penalty: 813.918457
	Iteration 17Q: 3 clusters Score -278133.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -278147.968750 Penalty: 813.918457
	Iteration 18Q: 3 clusters Score -278148 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -278158.343750 Penalty: 813.918457
	Iteration 19Q: 3 clusters Score -278158.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -278167.187500 Penalty: 813.918457
	Iteration 20F: 3 clusters Score -278167.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -278175.187500 Penalty: 813.918457
	Iteration 21Q: 3 clusters Score -278175.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -278182.750000 Penalty: 813.918457
	Iteration 22Q: 3 clusters Score -278182.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -278189.531250 Penalty: 813.918457
	Iteration 23Q: 3 clusters Score -278189.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -278198.156250 Penalty: 813.918457
	Iteration 24Q: 3 clusters Score -278198.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -278213.250000 Penalty: 813.918457
	Iteration 25Q: 3 clusters Score -278213.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -278223.156250 Penalty: 813.918457
	Iteration 26Q: 3 clusters Score -278223.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -278234.406250 Penalty: 813.918457
	Iteration 27Q: 3 clusters Score -278234.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -278242.375000 Penalty: 813.918457
	Iteration 28Q: 3 clusters Score -278242.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -278249.593750 Penalty: 813.918457
	Iteration 29Q: 3 clusters Score -278249.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -278257.187500 Penalty: 813.918457
	Iteration 30Q: 3 clusters Score -278257.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -278265.156250 Penalty: 813.918457
	Iteration 31Q: 3 clusters Score -278265.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -278278.000000 Penalty: 813.918457
	Iteration 32Q: 3 clusters Score -278278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -278291.843750 Penalty: 813.918457
	Iteration 33Q: 3 clusters Score -278291.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -278301.562500 Penalty: 813.918457
	Iteration 34Q: 3 clusters Score -278301.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -278310.968750 Penalty: 813.918457
	Iteration 35Q: 3 clusters Score -278311 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -278320.031250 Penalty: 813.918457
	Iteration 36Q: 3 clusters Score -278320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -278326.656250 Penalty: 813.918457
	Iteration 37Q: 3 clusters Score -278326.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -278331.031250 Penalty: 813.918457
	Iteration 38Q: 3 clusters Score -278331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -278335.500000 Penalty: 813.918457
	Iteration 39Q: 3 clusters Score -278335.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -278343.187500 Penalty: 813.918457
	Iteration 40F: 3 clusters Score -278343.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -278354.593750 Penalty: 813.918457
	Iteration 41Q: 3 clusters Score -278354.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -278365.718750 Penalty: 813.918457
	Iteration 42Q: 3 clusters Score -278365.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -278380.125000 Penalty: 813.918457
	Iteration 43Q: 3 clusters Score -278380.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -278395.437500 Penalty: 813.918457
	Iteration 44Q: 3 clusters Score -278395.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -278416.093750 Penalty: 813.918457
	Iteration 45Q: 3 clusters Score -278416.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -278435.312500 Penalty: 813.918457
	Iteration 46Q: 3 clusters Score -278435.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -278464.156250 Penalty: 813.918457
	Iteration 47Q: 3 clusters Score -278464.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -278489.375000 Penalty: 813.918457
	Iteration 48Q: 3 clusters Score -278489.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -278509.343750 Penalty: 813.918457
	Iteration 49Q: 3 clusters Score -278509.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -278521.343750 Penalty: 813.918457
	Iteration 50Q: 3 clusters Score -278521.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -278532.125000 Penalty: 813.918457
	Iteration 51Q: 3 clusters Score -278532.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -278538.062500 Penalty: 813.918457
	Iteration 52Q: 3 clusters Score -278538.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -278545.500000 Penalty: 813.918457
	Iteration 53Q: 3 clusters Score -278545.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -278548.562500 Penalty: 813.918457
	Iteration 54Q: 3 clusters Score -278548.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -278550.875000 Penalty: 813.918457
	Iteration 55Q: 3 clusters Score -278550.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -278552.093750 Penalty: 813.918457
	Iteration 56Q: 3 clusters Score -278552.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -278552.781250 Penalty: 813.918457
	Iteration 57Q: 3 clusters Score -278552.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -278553.937500 Penalty: 813.918457
	Iteration 58Q: 3 clusters Score -278553.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -278555.406250 Penalty: 813.918457
	Iteration 59Q: 3 clusters Score -278555.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -278557.312500 Penalty: 813.918457
	Iteration 60F: 3 clusters Score -278557.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -278558.250000 Penalty: 813.918457
	Iteration 61Q: 3 clusters Score -278558.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -278559.250000 Penalty: 813.918457
	Iteration 62Q: 3 clusters Score -278559.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -278559.968750 Penalty: 813.918457
	Iteration 63Q: 3 clusters Score -278560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -278561.062500 Penalty: 813.918457
	Iteration 64Q: 3 clusters Score -278561.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -278562.093750 Penalty: 813.918457
	Iteration 65Q: 3 clusters Score -278562.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -278565.531250 Penalty: 813.918457
	Iteration 66Q: 3 clusters Score -278565.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -278568.062500 Penalty: 813.918457
	Iteration 67Q: 3 clusters Score -278568.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -278569.531250 Penalty: 813.918457
	Iteration 68Q: 3 clusters Score -278569.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -278571.750000 Penalty: 813.918457
	Iteration 69Q: 3 clusters Score -278571.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -278574.218750 Penalty: 813.918457
	Iteration 70Q: 3 clusters Score -278574.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -278577.562500 Penalty: 813.918457
	Iteration 71Q: 3 clusters Score -278577.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -278580.562500 Penalty: 813.918457
	Iteration 72Q: 3 clusters Score -278580.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -278584.656250 Penalty: 813.918457
	Iteration 73Q: 3 clusters Score -278584.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -278590.593750 Penalty: 813.918457
	Iteration 74Q: 3 clusters Score -278590.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -278597.312500 Penalty: 813.918457
	Iteration 75Q: 3 clusters Score -278597.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -278601.875000 Penalty: 813.918457
	Iteration 76Q: 3 clusters Score -278601.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -278603.718750 Penalty: 813.918457
	Iteration 77Q: 3 clusters Score -278603.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -278605.906250 Penalty: 813.918457
	Iteration 78Q: 3 clusters Score -278605.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -278608.625000 Penalty: 813.918457
	Iteration 79Q: 3 clusters Score -278608.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -278610.000000 Penalty: 813.918457
	Iteration 80F: 3 clusters Score -278610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -278611.312500 Penalty: 813.918457
	Iteration 81Q: 3 clusters Score -278611.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -278612.750000 Penalty: 813.918457
	Iteration 82Q: 3 clusters Score -278612.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -278613.000000 Penalty: 813.918457
	Iteration 83Q: 3 clusters Score -278613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -278613.625000 Penalty: 813.918457
	Iteration 84Q: 3 clusters Score -278613.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -278614.843750 Penalty: 813.918457
	Iteration 85Q: 3 clusters Score -278614.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -278615.531250 Penalty: 813.918457
	Iteration 86Q: 3 clusters Score -278615.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -278616.156250 Penalty: 813.918457
	Iteration 87Q: 3 clusters Score -278616.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -278617.593750 Penalty: 813.918457
	Iteration 88Q: 3 clusters Score -278617.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -278617.406250 Penalty: 813.918457
	Iteration 89Q: 3 clusters Score -278617.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -278617.875000 Penalty: 813.918457
	Iteration 90Q: 3 clusters Score -278617.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -278618.250000 Penalty: 813.918457
	Iteration 91Q: 3 clusters Score -278618.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -278618.750000 Penalty: 813.918457
	Iteration 92Q: 3 clusters Score -278618.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -278618.781250 Penalty: 813.918457
	Iteration 93Q: 3 clusters Score -278618.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -278619.156250 Penalty: 813.918457
	Iteration 94Q: 3 clusters Score -278619.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -278618.687500 Penalty: 813.918457
	Iteration 95Q: 3 clusters Score -278618.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -278618.687500 Penalty: 813.918457
	Iteration 96F: 3 clusters Score -278618.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (559092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559092 members 
Entering Unmasked Estep 
Score: -21571780.000000 Penalty: 602.150146
	Iteration 0F: 2 clusters Score -2.157178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279474 members 
Mstep: Class 2 contains 279618 members 
Entering Unmasked Estep 
Score: -21220160.000000 Penalty: 1204.300293
	Iteration 0F: 3 clusters Score -2.122016e+07 nChanged 277329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266145 members 
Mstep: Class 2 contains 292947 members 
Entering Unmasked Estep 
Score: -21390904.000000 Penalty: 1204.300293
	Iteration 1F: 3 clusters Score -2.13909e+07 nChanged 20207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255008 members 
Mstep: Class 2 contains 304084 members 
Entering Unmasked Estep 
Score: -21396352.000000 Penalty: 1204.300293
	Iteration 2Q: 3 clusters Score -2.139635e+07 nChanged 24769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237871 members 
Mstep: Class 2 contains 321221 members 
Entering Unmasked Estep 
Score: -21404904.000000 Penalty: 1204.300293
	Iteration 3Q: 3 clusters Score -2.14049e+07 nChanged 30260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212989 members 
Mstep: Class 2 contains 346103 members 
Entering Unmasked Estep 
Score: -21417350.000000 Penalty: 1204.300293
	Iteration 4F: 3 clusters Score -2.141735e+07 nChanged 37501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179576 members 
Mstep: Class 2 contains 379516 members 
Entering Unmasked Estep 
Score: -21433952.000000 Penalty: 1204.300293
	Iteration 5F: 3 clusters Score -2.143395e+07 nChanged 41708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140992 members 
Mstep: Class 2 contains 418100 members 
Entering Unmasked Estep 
Score: -21452432.000000 Penalty: 1204.300293
	Iteration 6F: 3 clusters Score -2.145243e+07 nChanged 39230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103920 members 
Mstep: Class 2 contains 455172 members 
Entering Unmasked Estep 
Score: -21474674.000000 Penalty: 1204.300293
	Iteration 7F: 3 clusters Score -2.147467e+07 nChanged 31745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73661 members 
Mstep: Class 2 contains 485431 members 
Entering Unmasked Estep 
Score: -21501360.000000 Penalty: 1204.300293
	Iteration 8F: 3 clusters Score -2.150136e+07 nChanged 22224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 506321 members 
Entering Unmasked Estep 
Score: -21522670.000000 Penalty: 1204.300293
	Iteration 9Q: 3 clusters Score -2.152267e+07 nChanged 13690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 517773 members 
Entering Unmasked Estep 
Score: -21535772.000000 Penalty: 1204.300293
	Iteration 10Q: 3 clusters Score -2.153577e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 523856 members 
Entering Unmasked Estep 
Score: -21542810.000000 Penalty: 1204.300293
	Iteration 11Q: 3 clusters Score -2.154281e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 528223 members 
Entering Unmasked Estep 
Score: -21546584.000000 Penalty: 1204.300293
	Iteration 12Q: 3 clusters Score -2.154658e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 532097 members 
Entering Unmasked Estep 
Score: -21549562.000000 Penalty: 1204.300293
	Iteration 13Q: 3 clusters Score -2.154956e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 535661 members 
Entering Unmasked Estep 
Score: -21552130.000000 Penalty: 1204.300293
	Iteration 14Q: 3 clusters Score -2.155213e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 538811 members 
Entering Unmasked Estep 
Score: -21554412.000000 Penalty: 1204.300293
	Iteration 15Q: 3 clusters Score -2.155441e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 541624 members 
Entering Unmasked Estep 
Score: -21556606.000000 Penalty: 1204.300293
	Iteration 16Q: 3 clusters Score -2.155661e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 544183 members 
Entering Unmasked Estep 
Score: -21558786.000000 Penalty: 1204.300293
	Iteration 17Q: 3 clusters Score -2.155879e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 546441 members 
Entering Unmasked Estep 
Score: -21560708.000000 Penalty: 1204.300293
	Iteration 18Q: 3 clusters Score -2.156071e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 548354 members 
Entering Unmasked Estep 
Score: -21562314.000000 Penalty: 1204.300293
	Iteration 19Q: 3 clusters Score -2.156231e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 550006 members 
Entering Unmasked Estep 
Score: -21563714.000000 Penalty: 1204.300293
	Iteration 20F: 3 clusters Score -2.156371e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 551453 members 
Entering Unmasked Estep 
Score: -21564956.000000 Penalty: 1204.300293
	Iteration 21Q: 3 clusters Score -2.156496e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 552694 members 
Entering Unmasked Estep 
Score: -21565936.000000 Penalty: 1204.300293
	Iteration 22Q: 3 clusters Score -2.156594e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 553752 members 
Entering Unmasked Estep 
Score: -21566930.000000 Penalty: 1204.300293
	Iteration 23Q: 3 clusters Score -2.156693e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 554688 members 
Entering Unmasked Estep 
Score: -21567784.000000 Penalty: 1204.300293
	Iteration 24Q: 3 clusters Score -2.156778e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 555480 members 
Entering Unmasked Estep 
Score: -21568554.000000 Penalty: 1204.300293
	Iteration 25Q: 3 clusters Score -2.156855e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 556166 members 
Entering Unmasked Estep 
Score: -21569002.000000 Penalty: 1204.300293
	Iteration 26Q: 3 clusters Score -2.1569e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 556733 members 
Entering Unmasked Estep 
Score: -21569482.000000 Penalty: 1204.300293
	Iteration 27Q: 3 clusters Score -2.156948e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 557187 members 
Entering Unmasked Estep 
Score: -21569848.000000 Penalty: 1204.300293
	Iteration 28Q: 3 clusters Score -2.156985e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 557551 members 
Entering Unmasked Estep 
Score: -21570228.000000 Penalty: 1204.300293
	Iteration 29Q: 3 clusters Score -2.157023e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 557808 members 
Entering Unmasked Estep 
Score: -21570476.000000 Penalty: 1204.300293
	Iteration 30Q: 3 clusters Score -2.157048e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 557994 members 
Entering Unmasked Estep 
Score: -21570656.000000 Penalty: 1204.300293
	Iteration 31Q: 3 clusters Score -2.157066e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 558114 members 
Entering Unmasked Estep 
Score: -21570770.000000 Penalty: 1204.300293
	Iteration 32Q: 3 clusters Score -2.157077e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 558209 members 
Entering Unmasked Estep 
Score: -21570888.000000 Penalty: 1204.300293
	Iteration 33Q: 3 clusters Score -2.157089e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 558292 members 
Entering Unmasked Estep 
Score: -21570950.000000 Penalty: 1204.300293
	Iteration 34Q: 3 clusters Score -2.157095e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 558352 members 
Entering Unmasked Estep 
Score: -21570970.000000 Penalty: 1204.300293
	Iteration 35Q: 3 clusters Score -2.157097e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 558401 members 
Entering Unmasked Estep 
Score: -21571004.000000 Penalty: 1204.300293
	Iteration 36Q: 3 clusters Score -2.1571e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 558445 members 
Entering Unmasked Estep 
Score: -21571046.000000 Penalty: 1204.300293
	Iteration 37Q: 3 clusters Score -2.157105e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 558478 members 
Entering Unmasked Estep 
Score: -21571074.000000 Penalty: 1204.300293
	Iteration 38Q: 3 clusters Score -2.157107e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 558506 members 
Entering Unmasked Estep 
Score: -21571078.000000 Penalty: 1204.300293
	Iteration 39Q: 3 clusters Score -2.157108e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 558529 members 
Entering Unmasked Estep 
Score: -21571080.000000 Penalty: 1204.300293
	Iteration 40F: 3 clusters Score -2.157108e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 558550 members 
Entering Unmasked Estep 
Score: -21571114.000000 Penalty: 1204.300293
	Iteration 41Q: 3 clusters Score -2.157111e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 558574 members 
Entering Unmasked Estep 
Score: -21571126.000000 Penalty: 1204.300293
	Iteration 42Q: 3 clusters Score -2.157113e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 558590 members 
Entering Unmasked Estep 
Score: -21571132.000000 Penalty: 1204.300293
	Iteration 43Q: 3 clusters Score -2.157113e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 558598 members 
Entering Unmasked Estep 
Score: -21571136.000000 Penalty: 1204.300293
	Iteration 44Q: 3 clusters Score -2.157114e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 558607 members 
Entering Unmasked Estep 
Score: -21571148.000000 Penalty: 1204.300293
	Iteration 45Q: 3 clusters Score -2.157115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 558615 members 
Entering Unmasked Estep 
Score: -21571162.000000 Penalty: 1204.300293
	Iteration 46Q: 3 clusters Score -2.157116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 558618 members 
Entering Unmasked Estep 
Score: -21571146.000000 Penalty: 1204.300293
	Iteration 47Q: 3 clusters Score -2.157115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 558621 members 
Entering Unmasked Estep 
Score: -21571150.000000 Penalty: 1204.300293
	Iteration 48Q: 3 clusters Score -2.157115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 558622 members 
Entering Unmasked Estep 
Score: -21571170.000000 Penalty: 1204.300293
	Iteration 49Q: 3 clusters Score -2.157117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 558625 members 
Entering Unmasked Estep 
Score: -21571168.000000 Penalty: 1204.300293
	Iteration 50Q: 3 clusters Score -2.157117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 558625 members 
Entering Unmasked Estep 
Score: -21571166.000000 Penalty: 1204.300293
	Iteration 51Q: 3 clusters Score -2.157117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 558626 members 
Entering Unmasked Estep 
Score: -21571176.000000 Penalty: 1204.300293
	Iteration 52Q: 3 clusters Score -2.157118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 558626 members 
Entering Unmasked Estep 
Score: -21571176.000000 Penalty: 1204.300293
	Iteration 53Q: 3 clusters Score -2.157118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 558626 members 
Entering Unmasked Estep 
Score: -21571176.000000 Penalty: 1204.300293
	Iteration 54F: 3 clusters Score -2.157118e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Entering Unmasked Estep 
Score: -405664.093750 Penalty: 423.634033
	Iteration 0F: 2 clusters Score -405664.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -398411.937500 Penalty: 847.268066
	Iteration 0F: 3 clusters Score -398411.9 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -401698.968750 Penalty: 847.268066
	Iteration 1F: 3 clusters Score -401699 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -402154.500000 Penalty: 847.268066
	Iteration 2F: 3 clusters Score -402154.5 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -402698.156250 Penalty: 847.268066
	Iteration 3F: 3 clusters Score -402698.2 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -403345.437500 Penalty: 847.268066
	Iteration 4F: 3 clusters Score -403345.4 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -403920.250000 Penalty: 847.268066
	Iteration 5F: 3 clusters Score -403920.2 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -404464.843750 Penalty: 847.268066
	Iteration 6F: 3 clusters Score -404464.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -404847.937500 Penalty: 847.268066
	Iteration 7Q: 3 clusters Score -404847.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -405082.593750 Penalty: 847.268066
	Iteration 8Q: 3 clusters Score -405082.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -405218.625000 Penalty: 847.268066
	Iteration 9Q: 3 clusters Score -405218.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -405278.812500 Penalty: 847.268066
	Iteration 10Q: 3 clusters Score -405278.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -405326.125000 Penalty: 847.268066
	Iteration 11Q: 3 clusters Score -405326.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -405352.437500 Penalty: 847.268066
	Iteration 12Q: 3 clusters Score -405352.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -405368.968750 Penalty: 847.268066
	Iteration 13Q: 3 clusters Score -405369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -405380.312500 Penalty: 847.268066
	Iteration 14Q: 3 clusters Score -405380.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -405386.125000 Penalty: 847.268066
	Iteration 15Q: 3 clusters Score -405386.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -405389.437500 Penalty: 847.268066
	Iteration 16Q: 3 clusters Score -405389.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -405391.906250 Penalty: 847.268066
	Iteration 17Q: 3 clusters Score -405391.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -405392.500000 Penalty: 847.268066
	Iteration 18Q: 3 clusters Score -405392.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -405393.062500 Penalty: 847.268066
	Iteration 19Q: 3 clusters Score -405393.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -405392.937500 Penalty: 847.268066
	Iteration 20F: 3 clusters Score -405392.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Entering Unmasked Estep 
Score: -257961.390625 Penalty: 402.443512
	Iteration 0F: 2 clusters Score -257961.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -253241.734375 Penalty: 804.887024
	Iteration 0F: 3 clusters Score -253241.7 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -254940.765625 Penalty: 804.887024
	Iteration 1F: 3 clusters Score -254940.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -255097.000000 Penalty: 804.887024
	Iteration 2F: 3 clusters Score -255097 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -255285.578125 Penalty: 804.887024
	Iteration 3F: 3 clusters Score -255285.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -255486.703125 Penalty: 804.887024
	Iteration 4F: 3 clusters Score -255486.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -255739.156250 Penalty: 804.887024
	Iteration 5F: 3 clusters Score -255739.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -256033.437500 Penalty: 804.887024
	Iteration 6F: 3 clusters Score -256033.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -256375.640625 Penalty: 804.887024
	Iteration 7F: 3 clusters Score -256375.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -256682.609375 Penalty: 804.887024
	Iteration 8F: 3 clusters Score -256682.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -256884.187500 Penalty: 804.887024
	Iteration 9Q: 3 clusters Score -256884.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -256995.109375 Penalty: 804.887024
	Iteration 10Q: 3 clusters Score -256995.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -257069.562500 Penalty: 804.887024
	Iteration 11Q: 3 clusters Score -257069.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -257126.828125 Penalty: 804.887024
	Iteration 12Q: 3 clusters Score -257126.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -257170.359375 Penalty: 804.887024
	Iteration 13Q: 3 clusters Score -257170.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -257203.578125 Penalty: 804.887024
	Iteration 14Q: 3 clusters Score -257203.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -257237.640625 Penalty: 804.887024
	Iteration 15Q: 3 clusters Score -257237.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -257270.078125 Penalty: 804.887024
	Iteration 16Q: 3 clusters Score -257270.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -257297.343750 Penalty: 804.887024
	Iteration 17Q: 3 clusters Score -257297.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -257322.062500 Penalty: 804.887024
	Iteration 18Q: 3 clusters Score -257322.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -257342.140625 Penalty: 804.887024
	Iteration 19Q: 3 clusters Score -257342.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -257359.937500 Penalty: 804.887024
	Iteration 20F: 3 clusters Score -257359.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -257375.328125 Penalty: 804.887024
	Iteration 21Q: 3 clusters Score -257375.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -257389.562500 Penalty: 804.887024
	Iteration 22Q: 3 clusters Score -257389.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -257405.031250 Penalty: 804.887024
	Iteration 23Q: 3 clusters Score -257405 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -257422.203125 Penalty: 804.887024
	Iteration 24Q: 3 clusters Score -257422.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -257444.656250 Penalty: 804.887024
	Iteration 25Q: 3 clusters Score -257444.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -257464.500000 Penalty: 804.887024
	Iteration 26Q: 3 clusters Score -257464.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -257477.375000 Penalty: 804.887024
	Iteration 27Q: 3 clusters Score -257477.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -257490.625000 Penalty: 804.887024
	Iteration 28Q: 3 clusters Score -257490.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -257505.140625 Penalty: 804.887024
	Iteration 29Q: 3 clusters Score -257505.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -257519.296875 Penalty: 804.887024
	Iteration 30Q: 3 clusters Score -257519.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -257536.109375 Penalty: 804.887024
	Iteration 31Q: 3 clusters Score -257536.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -257554.750000 Penalty: 804.887024
	Iteration 32Q: 3 clusters Score -257554.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -257570.078125 Penalty: 804.887024
	Iteration 33Q: 3 clusters Score -257570.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -257582.031250 Penalty: 804.887024
	Iteration 34Q: 3 clusters Score -257582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -257593.250000 Penalty: 804.887024
	Iteration 35Q: 3 clusters Score -257593.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -257600.656250 Penalty: 804.887024
	Iteration 36Q: 3 clusters Score -257600.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -257605.406250 Penalty: 804.887024
	Iteration 37Q: 3 clusters Score -257605.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -257607.031250 Penalty: 804.887024
	Iteration 38Q: 3 clusters Score -257607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -257607.531250 Penalty: 804.887024
	Iteration 39Q: 3 clusters Score -257607.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -257607.984375 Penalty: 804.887024
	Iteration 40F: 3 clusters Score -257608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -257608.984375 Penalty: 804.887024
	Iteration 41Q: 3 clusters Score -257609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -257609.718750 Penalty: 804.887024
	Iteration 42Q: 3 clusters Score -257609.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -257610.171875 Penalty: 804.887024
	Iteration 43Q: 3 clusters Score -257610.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -257611.015625 Penalty: 804.887024
	Iteration 44Q: 3 clusters Score -257611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -257610.875000 Penalty: 804.887024
	Iteration 45Q: 3 clusters Score -257610.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -257611.078125 Penalty: 804.887024
	Iteration 46Q: 3 clusters Score -257611.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -257611.078125 Penalty: 804.887024
	Iteration 47F: 3 clusters Score -257611.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Entering Unmasked Estep 
Score: -115932.828125 Penalty: 366.567444
	Iteration 0F: 2 clusters Score -115932.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -113741.132812 Penalty: 733.134888
	Iteration 0F: 3 clusters Score -113741.1 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -114598.531250 Penalty: 733.134888
	Iteration 1F: 3 clusters Score -114598.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -114720.132812 Penalty: 733.134888
	Iteration 2F: 3 clusters Score -114720.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -114852.445312 Penalty: 733.134888
	Iteration 3F: 3 clusters Score -114852.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -114998.179688 Penalty: 733.134888
	Iteration 4F: 3 clusters Score -114998.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -115108.453125 Penalty: 733.134888
	Iteration 5F: 3 clusters Score -115108.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -115193.554688 Penalty: 733.134888
	Iteration 6Q: 3 clusters Score -115193.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -115296.656250 Penalty: 733.134888
	Iteration 7Q: 3 clusters Score -115296.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -115391.765625 Penalty: 733.134888
	Iteration 8Q: 3 clusters Score -115391.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -115450.023438 Penalty: 733.134888
	Iteration 9Q: 3 clusters Score -115450 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -115492.234375 Penalty: 733.134888
	Iteration 10Q: 3 clusters Score -115492.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -115535.203125 Penalty: 733.134888
	Iteration 11Q: 3 clusters Score -115535.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -115578.109375 Penalty: 733.134888
	Iteration 12Q: 3 clusters Score -115578.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -115609.359375 Penalty: 733.134888
	Iteration 13Q: 3 clusters Score -115609.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -115628.125000 Penalty: 733.134888
	Iteration 14Q: 3 clusters Score -115628.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -115638.046875 Penalty: 733.134888
	Iteration 15Q: 3 clusters Score -115638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -115643.773438 Penalty: 733.134888
	Iteration 16Q: 3 clusters Score -115643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -115646.812500 Penalty: 733.134888
	Iteration 17Q: 3 clusters Score -115646.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -115648.507812 Penalty: 733.134888
	Iteration 18Q: 3 clusters Score -115648.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -115650.351562 Penalty: 733.134888
	Iteration 19Q: 3 clusters Score -115650.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -115652.414062 Penalty: 733.134888
	Iteration 20F: 3 clusters Score -115652.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -115652.890625 Penalty: 733.134888
	Iteration 21Q: 3 clusters Score -115652.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -115652.890625 Penalty: 733.134888
	Iteration 22F: 3 clusters Score -115652.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Entering Unmasked Estep 
Score: -426108.781250 Penalty: 426.947144
	Iteration 0F: 2 clusters Score -426108.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -418125.875000 Penalty: 853.894287
	Iteration 0F: 3 clusters Score -418125.9 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -421602.843750 Penalty: 853.894287
	Iteration 1F: 3 clusters Score -421602.8 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -422097.312500 Penalty: 853.894287
	Iteration 2F: 3 clusters Score -422097.3 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -422677.093750 Penalty: 853.894287
	Iteration 3F: 3 clusters Score -422677.1 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -423192.656250 Penalty: 853.894287
	Iteration 4F: 3 clusters Score -423192.7 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -423678.781250 Penalty: 853.894287
	Iteration 5F: 3 clusters Score -423678.8 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -424088.343750 Penalty: 853.894287
	Iteration 6F: 3 clusters Score -424088.3 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -424397.468750 Penalty: 853.894287
	Iteration 7Q: 3 clusters Score -424397.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -424613.656250 Penalty: 853.894287
	Iteration 8Q: 3 clusters Score -424613.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -424814.343750 Penalty: 853.894287
	Iteration 9Q: 3 clusters Score -424814.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -424979.375000 Penalty: 853.894287
	Iteration 10Q: 3 clusters Score -424979.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -425142.375000 Penalty: 853.894287
	Iteration 11Q: 3 clusters Score -425142.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -425311.468750 Penalty: 853.894287
	Iteration 12Q: 3 clusters Score -425311.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -425478.437500 Penalty: 853.894287
	Iteration 13Q: 3 clusters Score -425478.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -425629.875000 Penalty: 853.894287
	Iteration 14Q: 3 clusters Score -425629.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -425734.843750 Penalty: 853.894287
	Iteration 15Q: 3 clusters Score -425734.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -425792.375000 Penalty: 853.894287
	Iteration 16Q: 3 clusters Score -425792.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -425825.656250 Penalty: 853.894287
	Iteration 17Q: 3 clusters Score -425825.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -425856.781250 Penalty: 853.894287
	Iteration 18Q: 3 clusters Score -425856.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -425876.218750 Penalty: 853.894287
	Iteration 19Q: 3 clusters Score -425876.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -425889.250000 Penalty: 853.894287
	Iteration 20F: 3 clusters Score -425889.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -425897.062500 Penalty: 853.894287
	Iteration 21Q: 3 clusters Score -425897.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -425902.781250 Penalty: 853.894287
	Iteration 22Q: 3 clusters Score -425902.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -425912.468750 Penalty: 853.894287
	Iteration 23Q: 3 clusters Score -425912.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -425919.000000 Penalty: 853.894287
	Iteration 24Q: 3 clusters Score -425919 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -425923.968750 Penalty: 853.894287
	Iteration 25Q: 3 clusters Score -425924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -425927.468750 Penalty: 853.894287
	Iteration 26Q: 3 clusters Score -425927.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -425931.656250 Penalty: 853.894287
	Iteration 27Q: 3 clusters Score -425931.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -425934.093750 Penalty: 853.894287
	Iteration 28Q: 3 clusters Score -425934.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -425936.375000 Penalty: 853.894287
	Iteration 29Q: 3 clusters Score -425936.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -425936.781250 Penalty: 853.894287
	Iteration 30Q: 3 clusters Score -425936.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -425937.343750 Penalty: 853.894287
	Iteration 31Q: 3 clusters Score -425937.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -425937.187500 Penalty: 853.894287
	Iteration 32Q: 3 clusters Score -425937.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -425937.375000 Penalty: 853.894287
	Iteration 33Q: 3 clusters Score -425937.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -425936.906250 Penalty: 853.894287
	Iteration 34Q: 3 clusters Score -425936.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -425938.500000 Penalty: 853.894287
	Iteration 35Q: 3 clusters Score -425938.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -425940.000000 Penalty: 853.894287
	Iteration 36Q: 3 clusters Score -425940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -425940.187500 Penalty: 853.894287
	Iteration 37Q: 3 clusters Score -425940.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -425942.031250 Penalty: 853.894287
	Iteration 38Q: 3 clusters Score -425942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -425944.031250 Penalty: 853.894287
	Iteration 39Q: 3 clusters Score -425944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -425944.937500 Penalty: 853.894287
	Iteration 40F: 3 clusters Score -425944.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -425946.843750 Penalty: 853.894287
	Iteration 41Q: 3 clusters Score -425946.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -425947.625000 Penalty: 853.894287
	Iteration 42Q: 3 clusters Score -425947.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -425951.875000 Penalty: 853.894287
	Iteration 43Q: 3 clusters Score -425951.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -425956.968750 Penalty: 853.894287
	Iteration 44Q: 3 clusters Score -425957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -425962.000000 Penalty: 853.894287
	Iteration 45Q: 3 clusters Score -425962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -425964.968750 Penalty: 853.894287
	Iteration 46Q: 3 clusters Score -425965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -425966.218750 Penalty: 853.894287
	Iteration 47Q: 3 clusters Score -425966.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -425969.218750 Penalty: 853.894287
	Iteration 48Q: 3 clusters Score -425969.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -425970.781250 Penalty: 853.894287
	Iteration 49Q: 3 clusters Score -425970.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -425974.875000 Penalty: 853.894287
	Iteration 50Q: 3 clusters Score -425974.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -425974.437500 Penalty: 853.894287
	Iteration 51Q: 3 clusters Score -425974.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -425975.281250 Penalty: 853.894287
	Iteration 52Q: 3 clusters Score -425975.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -425976.750000 Penalty: 853.894287
	Iteration 53Q: 3 clusters Score -425976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -425977.062500 Penalty: 853.894287
	Iteration 54Q: 3 clusters Score -425977.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -425977.187500 Penalty: 853.894287
	Iteration 55Q: 3 clusters Score -425977.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -425978.125000 Penalty: 853.894287
	Iteration 56Q: 3 clusters Score -425978.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -425978.062500 Penalty: 853.894287
	Iteration 57Q: 3 clusters Score -425978.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -425977.718750 Penalty: 853.894287
	Iteration 58Q: 3 clusters Score -425977.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -425978.906250 Penalty: 853.894287
	Iteration 59Q: 3 clusters Score -425978.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -425978.718750 Penalty: 853.894287
	Iteration 60F: 3 clusters Score -425978.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -425978.937500 Penalty: 853.894287
	Iteration 61Q: 3 clusters Score -425978.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -425978.937500 Penalty: 853.894287
	Iteration 62F: 3 clusters Score -425978.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Entering Unmasked Estep 
Score: -241479.468750 Penalty: 402.021912
	Iteration 0F: 2 clusters Score -241479.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -236923.203125 Penalty: 804.043823
	Iteration 0F: 3 clusters Score -236923.2 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -238851.312500 Penalty: 804.043823
	Iteration 1F: 3 clusters Score -238851.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -239070.859375 Penalty: 804.043823
	Iteration 2F: 3 clusters Score -239070.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -239294.296875 Penalty: 804.043823
	Iteration 3F: 3 clusters Score -239294.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -239533.640625 Penalty: 804.043823
	Iteration 4F: 3 clusters Score -239533.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -239834.859375 Penalty: 804.043823
	Iteration 5F: 3 clusters Score -239834.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -240100.828125 Penalty: 804.043823
	Iteration 6Q: 3 clusters Score -240100.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -240296.765625 Penalty: 804.043823
	Iteration 7Q: 3 clusters Score -240296.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -240392.296875 Penalty: 804.043823
	Iteration 8Q: 3 clusters Score -240392.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -240450.359375 Penalty: 804.043823
	Iteration 9Q: 3 clusters Score -240450.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -240491.953125 Penalty: 804.043823
	Iteration 10Q: 3 clusters Score -240492 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -240516.359375 Penalty: 804.043823
	Iteration 11Q: 3 clusters Score -240516.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -240534.484375 Penalty: 804.043823
	Iteration 12Q: 3 clusters Score -240534.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -240556.515625 Penalty: 804.043823
	Iteration 13Q: 3 clusters Score -240556.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -240582.578125 Penalty: 804.043823
	Iteration 14Q: 3 clusters Score -240582.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -240607.718750 Penalty: 804.043823
	Iteration 15Q: 3 clusters Score -240607.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -240636.484375 Penalty: 804.043823
	Iteration 16Q: 3 clusters Score -240636.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -240671.078125 Penalty: 804.043823
	Iteration 17Q: 3 clusters Score -240671.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -240705.703125 Penalty: 804.043823
	Iteration 18Q: 3 clusters Score -240705.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -240740.828125 Penalty: 804.043823
	Iteration 19Q: 3 clusters Score -240740.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -240777.578125 Penalty: 804.043823
	Iteration 20F: 3 clusters Score -240777.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -240800.140625 Penalty: 804.043823
	Iteration 21Q: 3 clusters Score -240800.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -240817.078125 Penalty: 804.043823
	Iteration 22Q: 3 clusters Score -240817.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -240836.562500 Penalty: 804.043823
	Iteration 23Q: 3 clusters Score -240836.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -240857.812500 Penalty: 804.043823
	Iteration 24Q: 3 clusters Score -240857.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -240875.812500 Penalty: 804.043823
	Iteration 25Q: 3 clusters Score -240875.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -240892.546875 Penalty: 804.043823
	Iteration 26Q: 3 clusters Score -240892.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -240911.625000 Penalty: 804.043823
	Iteration 27Q: 3 clusters Score -240911.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -240928.078125 Penalty: 804.043823
	Iteration 28Q: 3 clusters Score -240928.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -240937.593750 Penalty: 804.043823
	Iteration 29Q: 3 clusters Score -240937.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -240942.921875 Penalty: 804.043823
	Iteration 30Q: 3 clusters Score -240942.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -240945.671875 Penalty: 804.043823
	Iteration 31Q: 3 clusters Score -240945.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -240948.625000 Penalty: 804.043823
	Iteration 32Q: 3 clusters Score -240948.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -240952.671875 Penalty: 804.043823
	Iteration 33Q: 3 clusters Score -240952.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -240954.390625 Penalty: 804.043823
	Iteration 34Q: 3 clusters Score -240954.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -240956.921875 Penalty: 804.043823
	Iteration 35Q: 3 clusters Score -240956.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -240957.937500 Penalty: 804.043823
	Iteration 36Q: 3 clusters Score -240957.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -240958.515625 Penalty: 804.043823
	Iteration 37Q: 3 clusters Score -240958.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -240959.046875 Penalty: 804.043823
	Iteration 38Q: 3 clusters Score -240959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -240958.781250 Penalty: 804.043823
	Iteration 39Q: 3 clusters Score -240958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -240958.984375 Penalty: 804.043823
	Iteration 40F: 3 clusters Score -240959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -240959.421875 Penalty: 804.043823
	Iteration 41Q: 3 clusters Score -240959.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -240959.625000 Penalty: 804.043823
	Iteration 42Q: 3 clusters Score -240959.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -240959.921875 Penalty: 804.043823
	Iteration 43Q: 3 clusters Score -240959.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -240960.734375 Penalty: 804.043823
	Iteration 44Q: 3 clusters Score -240960.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -240961.062500 Penalty: 804.043823
	Iteration 45Q: 3 clusters Score -240961.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -240961.062500 Penalty: 804.043823
	Iteration 46Q: 3 clusters Score -240961.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -240961.296875 Penalty: 804.043823
	Iteration 47Q: 3 clusters Score -240961.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -240961.906250 Penalty: 804.043823
	Iteration 48Q: 3 clusters Score -240961.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -240961.656250 Penalty: 804.043823
	Iteration 49Q: 3 clusters Score -240961.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -240962.000000 Penalty: 804.043823
	Iteration 50Q: 3 clusters Score -240962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -240962.953125 Penalty: 804.043823
	Iteration 51Q: 3 clusters Score -240963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -240963.390625 Penalty: 804.043823
	Iteration 52Q: 3 clusters Score -240963.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -240963.218750 Penalty: 804.043823
	Iteration 53Q: 3 clusters Score -240963.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -240963.328125 Penalty: 804.043823
	Iteration 54Q: 3 clusters Score -240963.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -240963.406250 Penalty: 804.043823
	Iteration 55Q: 3 clusters Score -240963.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -240963.390625 Penalty: 804.043823
	Iteration 56Q: 3 clusters Score -240963.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -240963.093750 Penalty: 804.043823
	Iteration 57Q: 3 clusters Score -240963.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -240963.109375 Penalty: 804.043823
	Iteration 58Q: 3 clusters Score -240963.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -240963.109375 Penalty: 804.043823
	Iteration 59F: 3 clusters Score -240963.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Entering Unmasked Estep 
Score: -366128.218750 Penalty: 418.888123
	Iteration 0F: 2 clusters Score -366128.2 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 4977 members 
Entering Unmasked Estep 
Score: -359470.843750 Penalty: 837.776245
	Iteration 0F: 3 clusters Score -359470.8 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -362298.531250 Penalty: 837.776245
	Iteration 1F: 3 clusters Score -362298.5 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -362753.500000 Penalty: 837.776245
	Iteration 2F: 3 clusters Score -362753.5 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -363244.375000 Penalty: 837.776245
	Iteration 3F: 3 clusters Score -363244.4 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -363732.343750 Penalty: 837.776245
	Iteration 4F: 3 clusters Score -363732.3 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -364144.156250 Penalty: 837.776245
	Iteration 5F: 3 clusters Score -364144.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -364491.187500 Penalty: 837.776245
	Iteration 6F: 3 clusters Score -364491.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -364743.875000 Penalty: 837.776245
	Iteration 7Q: 3 clusters Score -364743.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -364878.531250 Penalty: 837.776245
	Iteration 8Q: 3 clusters Score -364878.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -364975.125000 Penalty: 837.776245
	Iteration 9Q: 3 clusters Score -364975.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -365039.375000 Penalty: 837.776245
	Iteration 10Q: 3 clusters Score -365039.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -365083.750000 Penalty: 837.776245
	Iteration 11Q: 3 clusters Score -365083.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -365121.843750 Penalty: 837.776245
	Iteration 12Q: 3 clusters Score -365121.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -365153.812500 Penalty: 837.776245
	Iteration 13Q: 3 clusters Score -365153.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -365178.093750 Penalty: 837.776245
	Iteration 14Q: 3 clusters Score -365178.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -365199.906250 Penalty: 837.776245
	Iteration 15Q: 3 clusters Score -365199.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -365219.468750 Penalty: 837.776245
	Iteration 16Q: 3 clusters Score -365219.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -365238.250000 Penalty: 837.776245
	Iteration 17Q: 3 clusters Score -365238.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -365259.531250 Penalty: 837.776245
	Iteration 18Q: 3 clusters Score -365259.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -365277.093750 Penalty: 837.776245
	Iteration 19Q: 3 clusters Score -365277.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -365292.031250 Penalty: 837.776245
	Iteration 20F: 3 clusters Score -365292 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -365306.031250 Penalty: 837.776245
	Iteration 21Q: 3 clusters Score -365306 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -365323.718750 Penalty: 837.776245
	Iteration 22Q: 3 clusters Score -365323.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -365339.031250 Penalty: 837.776245
	Iteration 23Q: 3 clusters Score -365339 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -365355.875000 Penalty: 837.776245
	Iteration 24Q: 3 clusters Score -365355.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -365381.031250 Penalty: 837.776245
	Iteration 25Q: 3 clusters Score -365381 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -365405.093750 Penalty: 837.776245
	Iteration 26Q: 3 clusters Score -365405.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -365428.781250 Penalty: 837.776245
	Iteration 27Q: 3 clusters Score -365428.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -365457.687500 Penalty: 837.776245
	Iteration 28Q: 3 clusters Score -365457.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -365477.218750 Penalty: 837.776245
	Iteration 29Q: 3 clusters Score -365477.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -365493.468750 Penalty: 837.776245
	Iteration 30Q: 3 clusters Score -365493.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -365513.218750 Penalty: 837.776245
	Iteration 31Q: 3 clusters Score -365513.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -365531.687500 Penalty: 837.776245
	Iteration 32Q: 3 clusters Score -365531.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -365548.000000 Penalty: 837.776245
	Iteration 33Q: 3 clusters Score -365548 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -365563.625000 Penalty: 837.776245
	Iteration 34Q: 3 clusters Score -365563.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -365577.031250 Penalty: 837.776245
	Iteration 35Q: 3 clusters Score -365577 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -365589.656250 Penalty: 837.776245
	Iteration 36Q: 3 clusters Score -365589.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -365602.500000 Penalty: 837.776245
	Iteration 37Q: 3 clusters Score -365602.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -365624.500000 Penalty: 837.776245
	Iteration 38Q: 3 clusters Score -365624.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -365643.656250 Penalty: 837.776245
	Iteration 39Q: 3 clusters Score -365643.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -365670.937500 Penalty: 837.776245
	Iteration 40F: 3 clusters Score -365670.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -365699.781250 Penalty: 837.776245
	Iteration 41Q: 3 clusters Score -365699.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -365745.312500 Penalty: 837.776245
	Iteration 42Q: 3 clusters Score -365745.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -365794.281250 Penalty: 837.776245
	Iteration 43Q: 3 clusters Score -365794.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -365827.156250 Penalty: 837.776245
	Iteration 44Q: 3 clusters Score -365827.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -365856.218750 Penalty: 837.776245
	Iteration 45Q: 3 clusters Score -365856.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -365878.000000 Penalty: 837.776245
	Iteration 46Q: 3 clusters Score -365878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -365886.281250 Penalty: 837.776245
	Iteration 47Q: 3 clusters Score -365886.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -365893.906250 Penalty: 837.776245
	Iteration 48Q: 3 clusters Score -365893.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -365903.937500 Penalty: 837.776245
	Iteration 49Q: 3 clusters Score -365903.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -365922.906250 Penalty: 837.776245
	Iteration 50Q: 3 clusters Score -365922.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -365934.187500 Penalty: 837.776245
	Iteration 51Q: 3 clusters Score -365934.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -365941.093750 Penalty: 837.776245
	Iteration 52Q: 3 clusters Score -365941.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -365947.531250 Penalty: 837.776245
	Iteration 53Q: 3 clusters Score -365947.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -365954.281250 Penalty: 837.776245
	Iteration 54Q: 3 clusters Score -365954.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -365964.000000 Penalty: 837.776245
	Iteration 55Q: 3 clusters Score -365964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -365975.093750 Penalty: 837.776245
	Iteration 56Q: 3 clusters Score -365975.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -365986.468750 Penalty: 837.776245
	Iteration 57Q: 3 clusters Score -365986.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -365994.187500 Penalty: 837.776245
	Iteration 58Q: 3 clusters Score -365994.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -366005.468750 Penalty: 837.776245
	Iteration 59Q: 3 clusters Score -366005.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -366012.093750 Penalty: 837.776245
	Iteration 60F: 3 clusters Score -366012.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -366018.437500 Penalty: 837.776245
	Iteration 61Q: 3 clusters Score -366018.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -366020.343750 Penalty: 837.776245
	Iteration 62Q: 3 clusters Score -366020.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -366022.593750 Penalty: 837.776245
	Iteration 63Q: 3 clusters Score -366022.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -366022.656250 Penalty: 837.776245
	Iteration 64Q: 3 clusters Score -366022.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -366025.593750 Penalty: 837.776245
	Iteration 65Q: 3 clusters Score -366025.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -366025.843750 Penalty: 837.776245
	Iteration 66Q: 3 clusters Score -366025.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -366025.750000 Penalty: 837.776245
	Iteration 67Q: 3 clusters Score -366025.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -366025.812500 Penalty: 837.776245
	Iteration 68Q: 3 clusters Score -366025.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -366026.718750 Penalty: 837.776245
	Iteration 69Q: 3 clusters Score -366026.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -366027.031250 Penalty: 837.776245
	Iteration 70Q: 3 clusters Score -366027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -366026.343750 Penalty: 837.776245
	Iteration 71Q: 3 clusters Score -366026.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -366026.343750 Penalty: 837.776245
	Iteration 72F: 3 clusters Score -366026.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -27827.632812 Penalty: 303.978882
	Iteration 0F: 2 clusters Score -27827.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -27166.429688 Penalty: 607.957764
	Iteration 0F: 3 clusters Score -27166.43 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -27373.822266 Penalty: 607.957764
	Iteration 1F: 3 clusters Score -27373.82 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -27428.953125 Penalty: 607.957764
	Iteration 2F: 3 clusters Score -27428.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -27469.550781 Penalty: 607.957764
	Iteration 3F: 3 clusters Score -27469.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -27493.707031 Penalty: 607.957764
	Iteration 4Q: 3 clusters Score -27493.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -27511.335938 Penalty: 607.957764
	Iteration 5Q: 3 clusters Score -27511.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -27538.246094 Penalty: 607.957764
	Iteration 6Q: 3 clusters Score -27538.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27552.082031 Penalty: 607.957764
	Iteration 7Q: 3 clusters Score -27552.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -27565.355469 Penalty: 607.957764
	Iteration 8Q: 3 clusters Score -27565.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -27573.345703 Penalty: 607.957764
	Iteration 9Q: 3 clusters Score -27573.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -27585.685547 Penalty: 607.957764
	Iteration 10Q: 3 clusters Score -27585.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27590.767578 Penalty: 607.957764
	Iteration 11Q: 3 clusters Score -27590.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -27596.882812 Penalty: 607.957764
	Iteration 12Q: 3 clusters Score -27596.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27600.541016 Penalty: 607.957764
	Iteration 13Q: 3 clusters Score -27600.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -27606.388672 Penalty: 607.957764
	Iteration 14Q: 3 clusters Score -27606.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -27611.710938 Penalty: 607.957764
	Iteration 15Q: 3 clusters Score -27611.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27615.207031 Penalty: 607.957764
	Iteration 16Q: 3 clusters Score -27615.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27618.691406 Penalty: 607.957764
	Iteration 17Q: 3 clusters Score -27618.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -27621.527344 Penalty: 607.957764
	Iteration 18Q: 3 clusters Score -27621.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -27623.224609 Penalty: 607.957764
	Iteration 19Q: 3 clusters Score -27623.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -27626.158203 Penalty: 607.957764
	Iteration 20F: 3 clusters Score -27626.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -27631.849609 Penalty: 607.957764
	Iteration 21Q: 3 clusters Score -27631.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -27637.230469 Penalty: 607.957764
	Iteration 22Q: 3 clusters Score -27637.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -27640.984375 Penalty: 607.957764
	Iteration 23Q: 3 clusters Score -27640.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -27643.390625 Penalty: 607.957764
	Iteration 24Q: 3 clusters Score -27643.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -27645.195312 Penalty: 607.957764
	Iteration 25Q: 3 clusters Score -27645.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -27651.058594 Penalty: 607.957764
	Iteration 26Q: 3 clusters Score -27651.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -27656.484375 Penalty: 607.957764
	Iteration 27Q: 3 clusters Score -27656.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -27663.738281 Penalty: 607.957764
	Iteration 28Q: 3 clusters Score -27663.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -27667.291016 Penalty: 607.957764
	Iteration 29Q: 3 clusters Score -27667.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -27668.009766 Penalty: 607.957764
	Iteration 30Q: 3 clusters Score -27668.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -27669.597656 Penalty: 607.957764
	Iteration 31Q: 3 clusters Score -27669.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -27672.039062 Penalty: 607.957764
	Iteration 32Q: 3 clusters Score -27672.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -27677.068359 Penalty: 607.957764
	Iteration 33Q: 3 clusters Score -27677.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -27679.414062 Penalty: 607.957764
	Iteration 34Q: 3 clusters Score -27679.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -27680.900391 Penalty: 607.957764
	Iteration 35Q: 3 clusters Score -27680.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -27681.689453 Penalty: 607.957764
	Iteration 36Q: 3 clusters Score -27681.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -27681.960938 Penalty: 607.957764
	Iteration 37Q: 3 clusters Score -27681.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -27682.828125 Penalty: 607.957764
	Iteration 38Q: 3 clusters Score -27682.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -27683.281250 Penalty: 607.957764
	Iteration 39Q: 3 clusters Score -27683.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -27683.281250 Penalty: 607.957764
	Iteration 40F: 3 clusters Score -27683.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Entering Unmasked Estep 
Score: -279576.593750 Penalty: 406.204895
	Iteration 0F: 2 clusters Score -279576.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -274545.656250 Penalty: 812.409790
	Iteration 0F: 3 clusters Score -274545.7 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -276535.906250 Penalty: 812.409790
	Iteration 1F: 3 clusters Score -276535.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -276775.562500 Penalty: 812.409790
	Iteration 2F: 3 clusters Score -276775.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -277133.156250 Penalty: 812.409790
	Iteration 3F: 3 clusters Score -277133.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -277619.812500 Penalty: 812.409790
	Iteration 4F: 3 clusters Score -277619.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -278133.531250 Penalty: 812.409790
	Iteration 5F: 3 clusters Score -278133.5 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -278535.656250 Penalty: 812.409790
	Iteration 6F: 3 clusters Score -278535.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -278804.437500 Penalty: 812.409790
	Iteration 7F: 3 clusters Score -278804.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -278973.843750 Penalty: 812.409790
	Iteration 8Q: 3 clusters Score -278973.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -279110.281250 Penalty: 812.409790
	Iteration 9Q: 3 clusters Score -279110.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -279259.312500 Penalty: 812.409790
	Iteration 10Q: 3 clusters Score -279259.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -279353.343750 Penalty: 812.409790
	Iteration 11Q: 3 clusters Score -279353.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -279421.312500 Penalty: 812.409790
	Iteration 12Q: 3 clusters Score -279421.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -279460.156250 Penalty: 812.409790
	Iteration 13Q: 3 clusters Score -279460.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -279487.718750 Penalty: 812.409790
	Iteration 14Q: 3 clusters Score -279487.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -279503.312500 Penalty: 812.409790
	Iteration 15Q: 3 clusters Score -279503.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -279514.531250 Penalty: 812.409790
	Iteration 16Q: 3 clusters Score -279514.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -279520.312500 Penalty: 812.409790
	Iteration 17Q: 3 clusters Score -279520.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -279523.343750 Penalty: 812.409790
	Iteration 18Q: 3 clusters Score -279523.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -279524.687500 Penalty: 812.409790
	Iteration 19Q: 3 clusters Score -279524.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -279527.437500 Penalty: 812.409790
	Iteration 20F: 3 clusters Score -279527.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -279529.906250 Penalty: 812.409790
	Iteration 21Q: 3 clusters Score -279529.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -279531.531250 Penalty: 812.409790
	Iteration 22Q: 3 clusters Score -279531.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -279532.187500 Penalty: 812.409790
	Iteration 23Q: 3 clusters Score -279532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -279533.250000 Penalty: 812.409790
	Iteration 24Q: 3 clusters Score -279533.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -279533.562500 Penalty: 812.409790
	Iteration 25Q: 3 clusters Score -279533.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -279533.593750 Penalty: 812.409790
	Iteration 26Q: 3 clusters Score -279533.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -279534.437500 Penalty: 812.409790
	Iteration 27Q: 3 clusters Score -279534.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -279535.312500 Penalty: 812.409790
	Iteration 28Q: 3 clusters Score -279535.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -279535.656250 Penalty: 812.409790
	Iteration 29Q: 3 clusters Score -279535.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -279537.062500 Penalty: 812.409790
	Iteration 30Q: 3 clusters Score -279537.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -279538.843750 Penalty: 812.409790
	Iteration 31Q: 3 clusters Score -279538.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -279539.687500 Penalty: 812.409790
	Iteration 32Q: 3 clusters Score -279539.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -279540.468750 Penalty: 812.409790
	Iteration 33Q: 3 clusters Score -279540.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -279541.062500 Penalty: 812.409790
	Iteration 34Q: 3 clusters Score -279541.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -279542.093750 Penalty: 812.409790
	Iteration 35Q: 3 clusters Score -279542.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -279541.937500 Penalty: 812.409790
	Iteration 36Q: 3 clusters Score -279541.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -279541.937500 Penalty: 812.409790
	Iteration 37F: 3 clusters Score -279541.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Entering Unmasked Estep 
Score: -791233.000000 Penalty: 453.064178
	Iteration 0F: 2 clusters Score -791233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -777005.500000 Penalty: 906.128357
	Iteration 0F: 3 clusters Score -777005.5 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -783096.875000 Penalty: 906.128357
	Iteration 1F: 3 clusters Score -783096.9 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -783808.000000 Penalty: 906.128357
	Iteration 2F: 3 clusters Score -783808 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -785051.437500 Penalty: 906.128357
	Iteration 3F: 3 clusters Score -785051.4 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -786936.500000 Penalty: 906.128357
	Iteration 4F: 3 clusters Score -786936.5 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -788863.875000 Penalty: 906.128357
	Iteration 5F: 3 clusters Score -788863.9 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -790109.500000 Penalty: 906.128357
	Iteration 6F: 3 clusters Score -790109.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -790589.687500 Penalty: 906.128357
	Iteration 7Q: 3 clusters Score -790589.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -790739.187500 Penalty: 906.128357
	Iteration 8Q: 3 clusters Score -790739.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -790793.875000 Penalty: 906.128357
	Iteration 9Q: 3 clusters Score -790793.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -790818.000000 Penalty: 906.128357
	Iteration 10Q: 3 clusters Score -790818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -790828.125000 Penalty: 906.128357
	Iteration 11Q: 3 clusters Score -790828.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -790829.625000 Penalty: 906.128357
	Iteration 12Q: 3 clusters Score -790829.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -790829.625000 Penalty: 906.128357
	Iteration 13F: 3 clusters Score -790829.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Entering Unmasked Estep 
Score: -34149.250000 Penalty: 313.845581
	Iteration 0F: 2 clusters Score -34149.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -33349.820312 Penalty: 627.691162
	Iteration 0F: 3 clusters Score -33349.82 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -33612.269531 Penalty: 627.691162
	Iteration 1F: 3 clusters Score -33612.27 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -33651.914062 Penalty: 627.691162
	Iteration 2F: 3 clusters Score -33651.91 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -33674.148438 Penalty: 627.691162
	Iteration 3Q: 3 clusters Score -33674.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -33688.417969 Penalty: 627.691162
	Iteration 4Q: 3 clusters Score -33688.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -33700.816406 Penalty: 627.691162
	Iteration 5Q: 3 clusters Score -33700.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -33708.019531 Penalty: 627.691162
	Iteration 6Q: 3 clusters Score -33708.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -33715.035156 Penalty: 627.691162
	Iteration 7Q: 3 clusters Score -33715.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -33718.847656 Penalty: 627.691162
	Iteration 8Q: 3 clusters Score -33718.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -33721.710938 Penalty: 627.691162
	Iteration 9Q: 3 clusters Score -33721.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -33724.523438 Penalty: 627.691162
	Iteration 10Q: 3 clusters Score -33724.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -33725.640625 Penalty: 627.691162
	Iteration 11Q: 3 clusters Score -33725.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -33726.257812 Penalty: 627.691162
	Iteration 12Q: 3 clusters Score -33726.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -33727.386719 Penalty: 627.691162
	Iteration 13Q: 3 clusters Score -33727.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -33728.246094 Penalty: 627.691162
	Iteration 14Q: 3 clusters Score -33728.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -33731.082031 Penalty: 627.691162
	Iteration 15Q: 3 clusters Score -33731.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -33736.566406 Penalty: 627.691162
	Iteration 16Q: 3 clusters Score -33736.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -33740.554688 Penalty: 627.691162
	Iteration 17Q: 3 clusters Score -33740.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -33749.285156 Penalty: 627.691162
	Iteration 18Q: 3 clusters Score -33749.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -33755.265625 Penalty: 627.691162
	Iteration 19Q: 3 clusters Score -33755.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -33760.234375 Penalty: 627.691162
	Iteration 20F: 3 clusters Score -33760.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -33763.445312 Penalty: 627.691162
	Iteration 21Q: 3 clusters Score -33763.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -33768.261719 Penalty: 627.691162
	Iteration 22Q: 3 clusters Score -33768.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -33774.265625 Penalty: 627.691162
	Iteration 23Q: 3 clusters Score -33774.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -33789.023438 Penalty: 627.691162
	Iteration 24Q: 3 clusters Score -33789.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -33808.117188 Penalty: 627.691162
	Iteration 25Q: 3 clusters Score -33808.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -33824.933594 Penalty: 627.691162
	Iteration 26Q: 3 clusters Score -33824.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -33844.910156 Penalty: 627.691162
	Iteration 27Q: 3 clusters Score -33844.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -33868.917969 Penalty: 627.691162
	Iteration 28Q: 3 clusters Score -33868.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -33893.765625 Penalty: 627.691162
	Iteration 29Q: 3 clusters Score -33893.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -33913.687500 Penalty: 627.691162
	Iteration 30Q: 3 clusters Score -33913.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -33930.156250 Penalty: 627.691162
	Iteration 31Q: 3 clusters Score -33930.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -33944.242188 Penalty: 627.691162
	Iteration 32Q: 3 clusters Score -33944.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -33957.199219 Penalty: 627.691162
	Iteration 33Q: 3 clusters Score -33957.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -33963.109375 Penalty: 627.691162
	Iteration 34Q: 3 clusters Score -33963.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -33966.777344 Penalty: 627.691162
	Iteration 35Q: 3 clusters Score -33966.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -33968.718750 Penalty: 627.691162
	Iteration 36Q: 3 clusters Score -33968.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -33970.109375 Penalty: 627.691162
	Iteration 37Q: 3 clusters Score -33970.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -33972.132812 Penalty: 627.691162
	Iteration 38Q: 3 clusters Score -33972.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -33973.363281 Penalty: 627.691162
	Iteration 39Q: 3 clusters Score -33973.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -33974.105469 Penalty: 627.691162
	Iteration 40F: 3 clusters Score -33974.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Entering Unmasked Estep 
Score: -461520.312500 Penalty: 430.113861
	Iteration 0F: 2 clusters Score -461520.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -453135.531250 Penalty: 860.227722
	Iteration 0F: 3 clusters Score -453135.5 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -456816.000000 Penalty: 860.227722
	Iteration 1F: 3 clusters Score -456816 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -457189.937500 Penalty: 860.227722
	Iteration 2F: 3 clusters Score -457189.9 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -457563.625000 Penalty: 860.227722
	Iteration 3F: 3 clusters Score -457563.6 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -457964.593750 Penalty: 860.227722
	Iteration 4F: 3 clusters Score -457964.6 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -458403.906250 Penalty: 860.227722
	Iteration 5F: 3 clusters Score -458403.9 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -458880.531250 Penalty: 860.227722
	Iteration 6Q: 3 clusters Score -458880.5 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -459339.093750 Penalty: 860.227722
	Iteration 7Q: 3 clusters Score -459339.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -459643.250000 Penalty: 860.227722
	Iteration 8Q: 3 clusters Score -459643.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -459820.406250 Penalty: 860.227722
	Iteration 9Q: 3 clusters Score -459820.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -459928.812500 Penalty: 860.227722
	Iteration 10Q: 3 clusters Score -459928.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -460015.406250 Penalty: 860.227722
	Iteration 11Q: 3 clusters Score -460015.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -460097.281250 Penalty: 860.227722
	Iteration 12Q: 3 clusters Score -460097.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -460177.812500 Penalty: 860.227722
	Iteration 13Q: 3 clusters Score -460177.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -460252.718750 Penalty: 860.227722
	Iteration 14Q: 3 clusters Score -460252.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -460322.281250 Penalty: 860.227722
	Iteration 15Q: 3 clusters Score -460322.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -460385.125000 Penalty: 860.227722
	Iteration 16Q: 3 clusters Score -460385.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -460437.312500 Penalty: 860.227722
	Iteration 17Q: 3 clusters Score -460437.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -460492.875000 Penalty: 860.227722
	Iteration 18Q: 3 clusters Score -460492.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -460539.593750 Penalty: 860.227722
	Iteration 19Q: 3 clusters Score -460539.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -460579.312500 Penalty: 860.227722
	Iteration 20F: 3 clusters Score -460579.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -460620.375000 Penalty: 860.227722
	Iteration 21Q: 3 clusters Score -460620.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -460661.812500 Penalty: 860.227722
	Iteration 22Q: 3 clusters Score -460661.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -460692.281250 Penalty: 860.227722
	Iteration 23Q: 3 clusters Score -460692.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -460718.937500 Penalty: 860.227722
	Iteration 24Q: 3 clusters Score -460718.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -460748.937500 Penalty: 860.227722
	Iteration 25Q: 3 clusters Score -460748.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -460778.000000 Penalty: 860.227722
	Iteration 26Q: 3 clusters Score -460778 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -460812.906250 Penalty: 860.227722
	Iteration 27Q: 3 clusters Score -460812.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -460845.750000 Penalty: 860.227722
	Iteration 28Q: 3 clusters Score -460845.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -460878.343750 Penalty: 860.227722
	Iteration 29Q: 3 clusters Score -460878.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -460902.968750 Penalty: 860.227722
	Iteration 30Q: 3 clusters Score -460903 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -460937.687500 Penalty: 860.227722
	Iteration 31Q: 3 clusters Score -460937.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -460966.625000 Penalty: 860.227722
	Iteration 32Q: 3 clusters Score -460966.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -460995.406250 Penalty: 860.227722
	Iteration 33Q: 3 clusters Score -460995.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -461022.593750 Penalty: 860.227722
	Iteration 34Q: 3 clusters Score -461022.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -461036.250000 Penalty: 860.227722
	Iteration 35Q: 3 clusters Score -461036.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -461048.500000 Penalty: 860.227722
	Iteration 36Q: 3 clusters Score -461048.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -461065.187500 Penalty: 860.227722
	Iteration 37Q: 3 clusters Score -461065.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -461082.031250 Penalty: 860.227722
	Iteration 38Q: 3 clusters Score -461082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -461098.406250 Penalty: 860.227722
	Iteration 39Q: 3 clusters Score -461098.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -461119.937500 Penalty: 860.227722
	Iteration 40F: 3 clusters Score -461119.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -461148.593750 Penalty: 860.227722
	Iteration 41Q: 3 clusters Score -461148.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -461168.968750 Penalty: 860.227722
	Iteration 42Q: 3 clusters Score -461169 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -461180.093750 Penalty: 860.227722
	Iteration 43Q: 3 clusters Score -461180.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -461186.312500 Penalty: 860.227722
	Iteration 44Q: 3 clusters Score -461186.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -461191.000000 Penalty: 860.227722
	Iteration 45Q: 3 clusters Score -461191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -461199.906250 Penalty: 860.227722
	Iteration 46Q: 3 clusters Score -461199.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -461206.812500 Penalty: 860.227722
	Iteration 47Q: 3 clusters Score -461206.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -461209.625000 Penalty: 860.227722
	Iteration 48Q: 3 clusters Score -461209.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -461212.125000 Penalty: 860.227722
	Iteration 49Q: 3 clusters Score -461212.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -461213.656250 Penalty: 860.227722
	Iteration 50Q: 3 clusters Score -461213.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -461213.281250 Penalty: 860.227722
	Iteration 51Q: 3 clusters Score -461213.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -461215.375000 Penalty: 860.227722
	Iteration 52Q: 3 clusters Score -461215.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -461216.312500 Penalty: 860.227722
	Iteration 53Q: 3 clusters Score -461216.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -461216.812500 Penalty: 860.227722
	Iteration 54Q: 3 clusters Score -461216.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -461216.437500 Penalty: 860.227722
	Iteration 55Q: 3 clusters Score -461216.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -461216.437500 Penalty: 860.227722
	Iteration 56F: 3 clusters Score -461216.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -38682.273438 Penalty: 320.503510
	Iteration 0F: 2 clusters Score -38682.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -37814.808594 Penalty: 641.007019
	Iteration 0F: 3 clusters Score -37814.81 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -38149.078125 Penalty: 641.007019
	Iteration 1F: 3 clusters Score -38149.08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -38209.398438 Penalty: 641.007019
	Iteration 2F: 3 clusters Score -38209.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -38241.667969 Penalty: 641.007019
	Iteration 3Q: 3 clusters Score -38241.67 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -38268.144531 Penalty: 641.007019
	Iteration 4Q: 3 clusters Score -38268.14 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -38295.343750 Penalty: 641.007019
	Iteration 5Q: 3 clusters Score -38295.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -38315.109375 Penalty: 641.007019
	Iteration 6Q: 3 clusters Score -38315.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -38325.542969 Penalty: 641.007019
	Iteration 7Q: 3 clusters Score -38325.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -38334.921875 Penalty: 641.007019
	Iteration 8Q: 3 clusters Score -38334.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -38348.843750 Penalty: 641.007019
	Iteration 9Q: 3 clusters Score -38348.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -38363.593750 Penalty: 641.007019
	Iteration 10Q: 3 clusters Score -38363.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -38377.914062 Penalty: 641.007019
	Iteration 11Q: 3 clusters Score -38377.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -38387.332031 Penalty: 641.007019
	Iteration 12Q: 3 clusters Score -38387.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -38393.378906 Penalty: 641.007019
	Iteration 13Q: 3 clusters Score -38393.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -38398.207031 Penalty: 641.007019
	Iteration 14Q: 3 clusters Score -38398.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -38406.679688 Penalty: 641.007019
	Iteration 15Q: 3 clusters Score -38406.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -38410.464844 Penalty: 641.007019
	Iteration 16Q: 3 clusters Score -38410.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -38413.394531 Penalty: 641.007019
	Iteration 17Q: 3 clusters Score -38413.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -38415.214844 Penalty: 641.007019
	Iteration 18Q: 3 clusters Score -38415.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -38416.328125 Penalty: 641.007019
	Iteration 19Q: 3 clusters Score -38416.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -38416.640625 Penalty: 641.007019
	Iteration 20F: 3 clusters Score -38416.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -38416.859375 Penalty: 641.007019
	Iteration 21Q: 3 clusters Score -38416.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -38416.859375 Penalty: 641.007019
	Iteration 22F: 3 clusters Score -38416.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Entering Unmasked Estep 
Score: -134242.531250 Penalty: 373.523529
	Iteration 0F: 2 clusters Score -134242.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -131746.937500 Penalty: 747.047058
	Iteration 0F: 3 clusters Score -131746.9 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -132707.218750 Penalty: 747.047058
	Iteration 1F: 3 clusters Score -132707.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -132889.421875 Penalty: 747.047058
	Iteration 2F: 3 clusters Score -132889.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -133087.468750 Penalty: 747.047058
	Iteration 3F: 3 clusters Score -133087.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -133315.968750 Penalty: 747.047058
	Iteration 4F: 3 clusters Score -133316 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -133500.250000 Penalty: 747.047058
	Iteration 5F: 3 clusters Score -133500.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -133660.468750 Penalty: 747.047058
	Iteration 6Q: 3 clusters Score -133660.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -133795.203125 Penalty: 747.047058
	Iteration 7Q: 3 clusters Score -133795.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -133860.921875 Penalty: 747.047058
	Iteration 8Q: 3 clusters Score -133860.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -133896.468750 Penalty: 747.047058
	Iteration 9Q: 3 clusters Score -133896.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -133907.484375 Penalty: 747.047058
	Iteration 10Q: 3 clusters Score -133907.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -133910.140625 Penalty: 747.047058
	Iteration 11Q: 3 clusters Score -133910.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -133917.500000 Penalty: 747.047058
	Iteration 12Q: 3 clusters Score -133917.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -133925.687500 Penalty: 747.047058
	Iteration 13Q: 3 clusters Score -133925.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -133929.218750 Penalty: 747.047058
	Iteration 14Q: 3 clusters Score -133929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -133931.671875 Penalty: 747.047058
	Iteration 15Q: 3 clusters Score -133931.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -133931.671875 Penalty: 747.047058
	Iteration 16F: 3 clusters Score -133931.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Entering Unmasked Estep 
Score: -463518.250000 Penalty: 429.723114
	Iteration 0F: 2 clusters Score -463518.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -455052.093750 Penalty: 859.446228
	Iteration 0F: 3 clusters Score -455052.1 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -458897.968750 Penalty: 859.446228
	Iteration 1F: 3 clusters Score -458898 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -459513.281250 Penalty: 859.446228
	Iteration 2F: 3 clusters Score -459513.3 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -460324.343750 Penalty: 859.446228
	Iteration 3F: 3 clusters Score -460324.3 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -461170.375000 Penalty: 859.446228
	Iteration 4F: 3 clusters Score -461170.4 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -461847.937500 Penalty: 859.446228
	Iteration 5F: 3 clusters Score -461847.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -462264.093750 Penalty: 859.446228
	Iteration 6Q: 3 clusters Score -462264.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -462516.656250 Penalty: 859.446228
	Iteration 7Q: 3 clusters Score -462516.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -462718.062500 Penalty: 859.446228
	Iteration 8Q: 3 clusters Score -462718.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -462873.343750 Penalty: 859.446228
	Iteration 9Q: 3 clusters Score -462873.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -463003.156250 Penalty: 859.446228
	Iteration 10Q: 3 clusters Score -463003.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -463118.156250 Penalty: 859.446228
	Iteration 11Q: 3 clusters Score -463118.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -463197.812500 Penalty: 859.446228
	Iteration 12Q: 3 clusters Score -463197.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -463261.968750 Penalty: 859.446228
	Iteration 13Q: 3 clusters Score -463262 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -463314.718750 Penalty: 859.446228
	Iteration 14Q: 3 clusters Score -463314.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -463356.531250 Penalty: 859.446228
	Iteration 15Q: 3 clusters Score -463356.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -463394.187500 Penalty: 859.446228
	Iteration 16Q: 3 clusters Score -463394.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -463415.625000 Penalty: 859.446228
	Iteration 17Q: 3 clusters Score -463415.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -463438.218750 Penalty: 859.446228
	Iteration 18Q: 3 clusters Score -463438.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -463454.125000 Penalty: 859.446228
	Iteration 19Q: 3 clusters Score -463454.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -463465.218750 Penalty: 859.446228
	Iteration 20F: 3 clusters Score -463465.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -463470.625000 Penalty: 859.446228
	Iteration 21Q: 3 clusters Score -463470.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -463474.218750 Penalty: 859.446228
	Iteration 22Q: 3 clusters Score -463474.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -463476.750000 Penalty: 859.446228
	Iteration 23Q: 3 clusters Score -463476.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -463480.687500 Penalty: 859.446228
	Iteration 24Q: 3 clusters Score -463480.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -463482.562500 Penalty: 859.446228
	Iteration 25Q: 3 clusters Score -463482.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -463484.593750 Penalty: 859.446228
	Iteration 26Q: 3 clusters Score -463484.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -463486.875000 Penalty: 859.446228
	Iteration 27Q: 3 clusters Score -463486.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -463487.656250 Penalty: 859.446228
	Iteration 28Q: 3 clusters Score -463487.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -463489.593750 Penalty: 859.446228
	Iteration 29Q: 3 clusters Score -463489.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -463492.031250 Penalty: 859.446228
	Iteration 30Q: 3 clusters Score -463492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -463496.843750 Penalty: 859.446228
	Iteration 31Q: 3 clusters Score -463496.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -463498.750000 Penalty: 859.446228
	Iteration 32Q: 3 clusters Score -463498.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -463499.156250 Penalty: 859.446228
	Iteration 33Q: 3 clusters Score -463499.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -463499.656250 Penalty: 859.446228
	Iteration 34Q: 3 clusters Score -463499.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -463499.093750 Penalty: 859.446228
	Iteration 35Q: 3 clusters Score -463499.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -463499.093750 Penalty: 859.446228
	Iteration 36F: 3 clusters Score -463499.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Entering Unmasked Estep 
Score: -198165.171875 Penalty: 392.001068
	Iteration 0F: 2 clusters Score -198165.2 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 2722 members 
Entering Unmasked Estep 
Score: -194454.203125 Penalty: 784.002136
	Iteration 0F: 3 clusters Score -194454.2 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -196053.000000 Penalty: 784.002136
	Iteration 1F: 3 clusters Score -196053 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -196314.218750 Penalty: 784.002136
	Iteration 2F: 3 clusters Score -196314.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -196548.109375 Penalty: 784.002136
	Iteration 3F: 3 clusters Score -196548.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -196783.671875 Penalty: 784.002136
	Iteration 4F: 3 clusters Score -196783.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -196999.546875 Penalty: 784.002136
	Iteration 5F: 3 clusters Score -196999.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -197192.031250 Penalty: 784.002136
	Iteration 6F: 3 clusters Score -197192 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -197335.890625 Penalty: 784.002136
	Iteration 7Q: 3 clusters Score -197335.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -197464.328125 Penalty: 784.002136
	Iteration 8Q: 3 clusters Score -197464.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -197578.843750 Penalty: 784.002136
	Iteration 9Q: 3 clusters Score -197578.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -197702.250000 Penalty: 784.002136
	Iteration 10Q: 3 clusters Score -197702.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -197820.796875 Penalty: 784.002136
	Iteration 11Q: 3 clusters Score -197820.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -197887.890625 Penalty: 784.002136
	Iteration 12Q: 3 clusters Score -197887.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -197934.406250 Penalty: 784.002136
	Iteration 13Q: 3 clusters Score -197934.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -197965.546875 Penalty: 784.002136
	Iteration 14Q: 3 clusters Score -197965.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -197977.187500 Penalty: 784.002136
	Iteration 15Q: 3 clusters Score -197977.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -197982.546875 Penalty: 784.002136
	Iteration 16Q: 3 clusters Score -197982.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -197983.984375 Penalty: 784.002136
	Iteration 17Q: 3 clusters Score -197984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -197986.765625 Penalty: 784.002136
	Iteration 18Q: 3 clusters Score -197986.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -197988.984375 Penalty: 784.002136
	Iteration 19Q: 3 clusters Score -197989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -197991.078125 Penalty: 784.002136
	Iteration 20F: 3 clusters Score -197991.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -197993.750000 Penalty: 784.002136
	Iteration 21Q: 3 clusters Score -197993.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -197996.546875 Penalty: 784.002136
	Iteration 22Q: 3 clusters Score -197996.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -197998.171875 Penalty: 784.002136
	Iteration 23Q: 3 clusters Score -197998.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -198000.421875 Penalty: 784.002136
	Iteration 24Q: 3 clusters Score -198000.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -198001.078125 Penalty: 784.002136
	Iteration 25Q: 3 clusters Score -198001.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -198001.640625 Penalty: 784.002136
	Iteration 26Q: 3 clusters Score -198001.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -198003.390625 Penalty: 784.002136
	Iteration 27Q: 3 clusters Score -198003.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -198004.484375 Penalty: 784.002136
	Iteration 28Q: 3 clusters Score -198004.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -198004.453125 Penalty: 784.002136
	Iteration 29Q: 3 clusters Score -198004.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -198004.343750 Penalty: 784.002136
	Iteration 30Q: 3 clusters Score -198004.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -198004.875000 Penalty: 784.002136
	Iteration 31Q: 3 clusters Score -198004.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -198004.703125 Penalty: 784.002136
	Iteration 32Q: 3 clusters Score -198004.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -198005.390625 Penalty: 784.002136
	Iteration 33Q: 3 clusters Score -198005.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -198005.546875 Penalty: 784.002136
	Iteration 34Q: 3 clusters Score -198005.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -198005.421875 Penalty: 784.002136
	Iteration 35Q: 3 clusters Score -198005.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -198005.421875 Penalty: 784.002136
	Iteration 36F: 3 clusters Score -198005.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Entering Unmasked Estep 
Score: -118863.226562 Penalty: 369.621887
	Iteration 0F: 2 clusters Score -118863.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -116560.515625 Penalty: 739.243774
	Iteration 0F: 3 clusters Score -116560.5 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -117442.562500 Penalty: 739.243774
	Iteration 1F: 3 clusters Score -117442.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -117611.109375 Penalty: 739.243774
	Iteration 2F: 3 clusters Score -117611.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -117790.031250 Penalty: 739.243774
	Iteration 3F: 3 clusters Score -117790 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -117969.820312 Penalty: 739.243774
	Iteration 4F: 3 clusters Score -117969.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -118138.593750 Penalty: 739.243774
	Iteration 5F: 3 clusters Score -118138.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -118321.585938 Penalty: 739.243774
	Iteration 6Q: 3 clusters Score -118321.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -118475.070312 Penalty: 739.243774
	Iteration 7F: 3 clusters Score -118475.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -118556.812500 Penalty: 739.243774
	Iteration 8Q: 3 clusters Score -118556.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -118598.859375 Penalty: 739.243774
	Iteration 9Q: 3 clusters Score -118598.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -118636.460938 Penalty: 739.243774
	Iteration 10Q: 3 clusters Score -118636.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -118669.906250 Penalty: 739.243774
	Iteration 11Q: 3 clusters Score -118669.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -118683.492188 Penalty: 739.243774
	Iteration 12Q: 3 clusters Score -118683.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -118689.632812 Penalty: 739.243774
	Iteration 13Q: 3 clusters Score -118689.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -118693.359375 Penalty: 739.243774
	Iteration 14Q: 3 clusters Score -118693.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -118694.492188 Penalty: 739.243774
	Iteration 15Q: 3 clusters Score -118694.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -118694.585938 Penalty: 739.243774
	Iteration 16Q: 3 clusters Score -118694.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -118694.750000 Penalty: 739.243774
	Iteration 17Q: 3 clusters Score -118694.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -118695.210938 Penalty: 739.243774
	Iteration 18Q: 3 clusters Score -118695.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -118696.234375 Penalty: 739.243774
	Iteration 19Q: 3 clusters Score -118696.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -118696.382812 Penalty: 739.243774
	Iteration 20F: 3 clusters Score -118696.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -118696.375000 Penalty: 739.243774
	Iteration 21Q: 3 clusters Score -118696.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -118696.601562 Penalty: 739.243774
	Iteration 22Q: 3 clusters Score -118696.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -118696.601562 Penalty: 739.243774
	Iteration 23F: 3 clusters Score -118696.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Entering Unmasked Estep 
Score: -58715.054688 Penalty: 348.727783
	Iteration 0F: 2 clusters Score -58715.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -57227.546875 Penalty: 697.455566
	Iteration 0F: 3 clusters Score -57227.55 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -57928.570312 Penalty: 697.455566
	Iteration 1F: 3 clusters Score -57928.57 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -58061.933594 Penalty: 697.455566
	Iteration 2F: 3 clusters Score -58061.93 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -58118.898438 Penalty: 697.455566
	Iteration 3F: 3 clusters Score -58118.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -58161.296875 Penalty: 697.455566
	Iteration 4Q: 3 clusters Score -58161.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -58194.218750 Penalty: 697.455566
	Iteration 5Q: 3 clusters Score -58194.22 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -58219.937500 Penalty: 697.455566
	Iteration 6Q: 3 clusters Score -58219.94 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -58249.121094 Penalty: 697.455566
	Iteration 7Q: 3 clusters Score -58249.12 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -58289.226562 Penalty: 697.455566
	Iteration 8Q: 3 clusters Score -58289.23 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -58329.730469 Penalty: 697.455566
	Iteration 9Q: 3 clusters Score -58329.73 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -58368.578125 Penalty: 697.455566
	Iteration 10Q: 3 clusters Score -58368.58 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58403.062500 Penalty: 697.455566
	Iteration 11Q: 3 clusters Score -58403.06 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58432.890625 Penalty: 697.455566
	Iteration 12Q: 3 clusters Score -58432.89 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -58453.382812 Penalty: 697.455566
	Iteration 13Q: 3 clusters Score -58453.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -58480.101562 Penalty: 697.455566
	Iteration 14Q: 3 clusters Score -58480.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -58512.324219 Penalty: 697.455566
	Iteration 15Q: 3 clusters Score -58512.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -58533.484375 Penalty: 697.455566
	Iteration 16Q: 3 clusters Score -58533.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -58548.687500 Penalty: 697.455566
	Iteration 17Q: 3 clusters Score -58548.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -58560.492188 Penalty: 697.455566
	Iteration 18Q: 3 clusters Score -58560.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -58571.410156 Penalty: 697.455566
	Iteration 19Q: 3 clusters Score -58571.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -58577.855469 Penalty: 697.455566
	Iteration 20F: 3 clusters Score -58577.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -58578.531250 Penalty: 697.455566
	Iteration 21Q: 3 clusters Score -58578.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -58579.769531 Penalty: 697.455566
	Iteration 22Q: 3 clusters Score -58579.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -58580.230469 Penalty: 697.455566
	Iteration 23Q: 3 clusters Score -58580.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -58580.230469 Penalty: 697.455566
	Iteration 24F: 3 clusters Score -58580.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Entering Unmasked Estep 
Score: -63826.914062 Penalty: 339.869263
	Iteration 0F: 2 clusters Score -63826.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -62573.042969 Penalty: 679.738525
	Iteration 0F: 3 clusters Score -62573.04 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -62963.910156 Penalty: 679.738525
	Iteration 1F: 3 clusters Score -62963.91 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -63081.976562 Penalty: 679.738525
	Iteration 2F: 3 clusters Score -63081.98 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -63181.289062 Penalty: 679.738525
	Iteration 3F: 3 clusters Score -63181.29 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -63257.078125 Penalty: 679.738525
	Iteration 4F: 3 clusters Score -63257.08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -63321.476562 Penalty: 679.738525
	Iteration 5F: 3 clusters Score -63321.48 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -63415.074219 Penalty: 679.738525
	Iteration 6F: 3 clusters Score -63415.07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -63479.718750 Penalty: 679.738525
	Iteration 7F: 3 clusters Score -63479.72 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -63511.902344 Penalty: 679.738525
	Iteration 8Q: 3 clusters Score -63511.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -63539.476562 Penalty: 679.738525
	Iteration 9Q: 3 clusters Score -63539.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -63561.851562 Penalty: 679.738525
	Iteration 10Q: 3 clusters Score -63561.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -63573.593750 Penalty: 679.738525
	Iteration 11Q: 3 clusters Score -63573.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -63579.253906 Penalty: 679.738525
	Iteration 12Q: 3 clusters Score -63579.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -63585.933594 Penalty: 679.738525
	Iteration 13Q: 3 clusters Score -63585.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -63587.832031 Penalty: 679.738525
	Iteration 14Q: 3 clusters Score -63587.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -63590.148438 Penalty: 679.738525
	Iteration 15Q: 3 clusters Score -63590.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -63592.707031 Penalty: 679.738525
	Iteration 16Q: 3 clusters Score -63592.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -63595.691406 Penalty: 679.738525
	Iteration 17Q: 3 clusters Score -63595.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -63599.941406 Penalty: 679.738525
	Iteration 18Q: 3 clusters Score -63599.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -63603.671875 Penalty: 679.738525
	Iteration 19Q: 3 clusters Score -63603.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -63605.304688 Penalty: 679.738525
	Iteration 20F: 3 clusters Score -63605.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -63606.488281 Penalty: 679.738525
	Iteration 21Q: 3 clusters Score -63606.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -63607.492188 Penalty: 679.738525
	Iteration 22Q: 3 clusters Score -63607.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -63608.851562 Penalty: 679.738525
	Iteration 23Q: 3 clusters Score -63608.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -63611.222656 Penalty: 679.738525
	Iteration 24Q: 3 clusters Score -63611.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -63613.242188 Penalty: 679.738525
	Iteration 25Q: 3 clusters Score -63613.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -63614.324219 Penalty: 679.738525
	Iteration 26Q: 3 clusters Score -63614.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -63615.980469 Penalty: 679.738525
	Iteration 27Q: 3 clusters Score -63615.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -63618.089844 Penalty: 679.738525
	Iteration 28Q: 3 clusters Score -63618.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -63619.324219 Penalty: 679.738525
	Iteration 29Q: 3 clusters Score -63619.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -63620.531250 Penalty: 679.738525
	Iteration 30Q: 3 clusters Score -63620.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -63621.507812 Penalty: 679.738525
	Iteration 31Q: 3 clusters Score -63621.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -63622.316406 Penalty: 679.738525
	Iteration 32Q: 3 clusters Score -63622.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -63623.640625 Penalty: 679.738525
	Iteration 33Q: 3 clusters Score -63623.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -63624.843750 Penalty: 679.738525
	Iteration 34Q: 3 clusters Score -63624.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -63625.089844 Penalty: 679.738525
	Iteration 35Q: 3 clusters Score -63625.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -63625.132812 Penalty: 679.738525
	Iteration 36Q: 3 clusters Score -63625.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -63625.132812 Penalty: 679.738525
	Iteration 37F: 3 clusters Score -63625.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -30946.603516 Penalty: 308.744232
	Iteration 0F: 2 clusters Score -30946.6 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 419 members 
Entering Unmasked Estep 
Score: -30197.318359 Penalty: 617.488464
	Iteration 0F: 3 clusters Score -30197.32 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -30418.162109 Penalty: 617.488464
	Iteration 1F: 3 clusters Score -30418.16 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -30479.646484 Penalty: 617.488464
	Iteration 2F: 3 clusters Score -30479.65 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -30553.464844 Penalty: 617.488464
	Iteration 3F: 3 clusters Score -30553.46 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -30639.117188 Penalty: 617.488464
	Iteration 4F: 3 clusters Score -30639.12 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -30703.771484 Penalty: 617.488464
	Iteration 5F: 3 clusters Score -30703.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -30736.666016 Penalty: 617.488464
	Iteration 6Q: 3 clusters Score -30736.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -30757.914062 Penalty: 617.488464
	Iteration 7Q: 3 clusters Score -30757.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -30786.003906 Penalty: 617.488464
	Iteration 8Q: 3 clusters Score -30786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -30815.535156 Penalty: 617.488464
	Iteration 9Q: 3 clusters Score -30815.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -30834.439453 Penalty: 617.488464
	Iteration 10Q: 3 clusters Score -30834.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -30849.664062 Penalty: 617.488464
	Iteration 11Q: 3 clusters Score -30849.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -30858.435547 Penalty: 617.488464
	Iteration 12Q: 3 clusters Score -30858.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -30865.250000 Penalty: 617.488464
	Iteration 13Q: 3 clusters Score -30865.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -30870.958984 Penalty: 617.488464
	Iteration 14Q: 3 clusters Score -30870.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -30876.169922 Penalty: 617.488464
	Iteration 15Q: 3 clusters Score -30876.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -30887.414062 Penalty: 617.488464
	Iteration 16Q: 3 clusters Score -30887.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -30894.517578 Penalty: 617.488464
	Iteration 17Q: 3 clusters Score -30894.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -30899.431641 Penalty: 617.488464
	Iteration 18Q: 3 clusters Score -30899.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -30902.324219 Penalty: 617.488464
	Iteration 19Q: 3 clusters Score -30902.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -30903.882812 Penalty: 617.488464
	Iteration 20F: 3 clusters Score -30903.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -30905.404297 Penalty: 617.488464
	Iteration 21Q: 3 clusters Score -30905.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -30906.861328 Penalty: 617.488464
	Iteration 22Q: 3 clusters Score -30906.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30907.050781 Penalty: 617.488464
	Iteration 23Q: 3 clusters Score -30907.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -30907.623047 Penalty: 617.488464
	Iteration 24Q: 3 clusters Score -30907.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -30909.414062 Penalty: 617.488464
	Iteration 25Q: 3 clusters Score -30909.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30910.597656 Penalty: 617.488464
	Iteration 26Q: 3 clusters Score -30910.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -30911.582031 Penalty: 617.488464
	Iteration 27Q: 3 clusters Score -30911.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -30911.988281 Penalty: 617.488464
	Iteration 28Q: 3 clusters Score -30911.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -30912.398438 Penalty: 617.488464
	Iteration 29Q: 3 clusters Score -30912.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -30912.398438 Penalty: 617.488464
	Iteration 30F: 3 clusters Score -30912.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -354513.812500 Penalty: 416.573486
	Iteration 0F: 2 clusters Score -354513.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -348248.937500 Penalty: 833.146973
	Iteration 0F: 3 clusters Score -348248.9 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -350852.875000 Penalty: 833.146973
	Iteration 1F: 3 clusters Score -350852.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -351030.843750 Penalty: 833.146973
	Iteration 2F: 3 clusters Score -351030.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -351216.218750 Penalty: 833.146973
	Iteration 3Q: 3 clusters Score -351216.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -351445.343750 Penalty: 833.146973
	Iteration 4Q: 3 clusters Score -351445.3 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -351716.218750 Penalty: 833.146973
	Iteration 5F: 3 clusters Score -351716.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -352023.843750 Penalty: 833.146973
	Iteration 6Q: 3 clusters Score -352023.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -352361.750000 Penalty: 833.146973
	Iteration 7F: 3 clusters Score -352361.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -352592.656250 Penalty: 833.146973
	Iteration 8Q: 3 clusters Score -352592.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -352735.781250 Penalty: 833.146973
	Iteration 9Q: 3 clusters Score -352735.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -352821.937500 Penalty: 833.146973
	Iteration 10Q: 3 clusters Score -352821.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -352871.562500 Penalty: 833.146973
	Iteration 11Q: 3 clusters Score -352871.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -352903.125000 Penalty: 833.146973
	Iteration 12Q: 3 clusters Score -352903.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -352933.843750 Penalty: 833.146973
	Iteration 13Q: 3 clusters Score -352933.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -352967.250000 Penalty: 833.146973
	Iteration 14Q: 3 clusters Score -352967.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -353005.718750 Penalty: 833.146973
	Iteration 15Q: 3 clusters Score -353005.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -353056.312500 Penalty: 833.146973
	Iteration 16Q: 3 clusters Score -353056.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -353117.718750 Penalty: 833.146973
	Iteration 17Q: 3 clusters Score -353117.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -353180.812500 Penalty: 833.146973
	Iteration 18Q: 3 clusters Score -353180.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -353246.187500 Penalty: 833.146973
	Iteration 19Q: 3 clusters Score -353246.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -353307.031250 Penalty: 833.146973
	Iteration 20F: 3 clusters Score -353307 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -353367.843750 Penalty: 833.146973
	Iteration 21Q: 3 clusters Score -353367.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -353438.750000 Penalty: 833.146973
	Iteration 22Q: 3 clusters Score -353438.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -353525.781250 Penalty: 833.146973
	Iteration 23Q: 3 clusters Score -353525.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -353596.687500 Penalty: 833.146973
	Iteration 24Q: 3 clusters Score -353596.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -353668.906250 Penalty: 833.146973
	Iteration 25Q: 3 clusters Score -353668.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -353738.531250 Penalty: 833.146973
	Iteration 26Q: 3 clusters Score -353738.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -353792.843750 Penalty: 833.146973
	Iteration 27Q: 3 clusters Score -353792.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -353838.625000 Penalty: 833.146973
	Iteration 28Q: 3 clusters Score -353838.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -353872.562500 Penalty: 833.146973
	Iteration 29Q: 3 clusters Score -353872.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -353900.875000 Penalty: 833.146973
	Iteration 30Q: 3 clusters Score -353900.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -353931.156250 Penalty: 833.146973
	Iteration 31Q: 3 clusters Score -353931.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -353970.875000 Penalty: 833.146973
	Iteration 32Q: 3 clusters Score -353970.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -354005.093750 Penalty: 833.146973
	Iteration 33Q: 3 clusters Score -354005.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -354037.437500 Penalty: 833.146973
	Iteration 34Q: 3 clusters Score -354037.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -354060.250000 Penalty: 833.146973
	Iteration 35Q: 3 clusters Score -354060.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -354074.781250 Penalty: 833.146973
	Iteration 36Q: 3 clusters Score -354074.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -354088.656250 Penalty: 833.146973
	Iteration 37Q: 3 clusters Score -354088.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -354101.375000 Penalty: 833.146973
	Iteration 38Q: 3 clusters Score -354101.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -354116.031250 Penalty: 833.146973
	Iteration 39Q: 3 clusters Score -354116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -354127.156250 Penalty: 833.146973
	Iteration 40F: 3 clusters Score -354127.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -354137.375000 Penalty: 833.146973
	Iteration 41Q: 3 clusters Score -354137.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -354142.281250 Penalty: 833.146973
	Iteration 42Q: 3 clusters Score -354142.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -354144.031250 Penalty: 833.146973
	Iteration 43Q: 3 clusters Score -354144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -354145.906250 Penalty: 833.146973
	Iteration 44Q: 3 clusters Score -354145.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -354148.531250 Penalty: 833.146973
	Iteration 45Q: 3 clusters Score -354148.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -354151.187500 Penalty: 833.146973
	Iteration 46Q: 3 clusters Score -354151.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -354154.562500 Penalty: 833.146973
	Iteration 47Q: 3 clusters Score -354154.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -354158.250000 Penalty: 833.146973
	Iteration 48Q: 3 clusters Score -354158.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -354163.312500 Penalty: 833.146973
	Iteration 49Q: 3 clusters Score -354163.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -354165.812500 Penalty: 833.146973
	Iteration 50Q: 3 clusters Score -354165.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -354167.593750 Penalty: 833.146973
	Iteration 51Q: 3 clusters Score -354167.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -354169.500000 Penalty: 833.146973
	Iteration 52Q: 3 clusters Score -354169.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -354170.343750 Penalty: 833.146973
	Iteration 53Q: 3 clusters Score -354170.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -354170.000000 Penalty: 833.146973
	Iteration 54Q: 3 clusters Score -354170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -354170.656250 Penalty: 833.146973
	Iteration 55Q: 3 clusters Score -354170.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -354171.437500 Penalty: 833.146973
	Iteration 56Q: 3 clusters Score -354171.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -354171.437500 Penalty: 833.146973
	Iteration 57F: 3 clusters Score -354171.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -33857.652344 Penalty: 310.853882
	Iteration 0F: 2 clusters Score -33857.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -33088.179688 Penalty: 621.707764
	Iteration 0F: 3 clusters Score -33088.18 nChanged 357
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: -33347.226562 Penalty: 621.707764
	Iteration 1F: 3 clusters Score -33347.23 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -33435.566406 Penalty: 621.707764
	Iteration 2F: 3 clusters Score -33435.57 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -33502.757812 Penalty: 621.707764
	Iteration 3F: 3 clusters Score -33502.76 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -33554.546875 Penalty: 621.707764
	Iteration 4F: 3 clusters Score -33554.55 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -33595.992188 Penalty: 621.707764
	Iteration 5F: 3 clusters Score -33595.99 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -33623.128906 Penalty: 621.707764
	Iteration 6Q: 3 clusters Score -33623.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33642.683594 Penalty: 621.707764
	Iteration 7Q: 3 clusters Score -33642.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33656.699219 Penalty: 621.707764
	Iteration 8Q: 3 clusters Score -33656.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -33673.933594 Penalty: 621.707764
	Iteration 9Q: 3 clusters Score -33673.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33690.234375 Penalty: 621.707764
	Iteration 10Q: 3 clusters Score -33690.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -33698.273438 Penalty: 621.707764
	Iteration 11Q: 3 clusters Score -33698.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -33707.062500 Penalty: 621.707764
	Iteration 12Q: 3 clusters Score -33707.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33713.660156 Penalty: 621.707764
	Iteration 13Q: 3 clusters Score -33713.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33723.074219 Penalty: 621.707764
	Iteration 14Q: 3 clusters Score -33723.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33727.425781 Penalty: 621.707764
	Iteration 15Q: 3 clusters Score -33727.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33732.054688 Penalty: 621.707764
	Iteration 16Q: 3 clusters Score -33732.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33738.316406 Penalty: 621.707764
	Iteration 17Q: 3 clusters Score -33738.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33739.925781 Penalty: 621.707764
	Iteration 18Q: 3 clusters Score -33739.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33739.925781 Penalty: 621.707764
	Iteration 19F: 3 clusters Score -33739.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Entering Unmasked Estep 
Score: -212168.046875 Penalty: 394.465485
	Iteration 0F: 2 clusters Score -212168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -208258.265625 Penalty: 788.930969
	Iteration 0F: 3 clusters Score -208258.3 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -210013.734375 Penalty: 788.930969
	Iteration 1F: 3 clusters Score -210013.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -210435.296875 Penalty: 788.930969
	Iteration 2F: 3 clusters Score -210435.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -210858.859375 Penalty: 788.930969
	Iteration 3F: 3 clusters Score -210858.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -211231.421875 Penalty: 788.930969
	Iteration 4F: 3 clusters Score -211231.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -211538.031250 Penalty: 788.930969
	Iteration 5F: 3 clusters Score -211538 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -211736.109375 Penalty: 788.930969
	Iteration 6Q: 3 clusters Score -211736.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -211867.625000 Penalty: 788.930969
	Iteration 7Q: 3 clusters Score -211867.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -211966.906250 Penalty: 788.930969
	Iteration 8Q: 3 clusters Score -211966.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -212026.671875 Penalty: 788.930969
	Iteration 9Q: 3 clusters Score -212026.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -212077.765625 Penalty: 788.930969
	Iteration 10Q: 3 clusters Score -212077.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -212116.546875 Penalty: 788.930969
	Iteration 11Q: 3 clusters Score -212116.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -212132.546875 Penalty: 788.930969
	Iteration 12Q: 3 clusters Score -212132.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -212141.406250 Penalty: 788.930969
	Iteration 13Q: 3 clusters Score -212141.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -212147.937500 Penalty: 788.930969
	Iteration 14Q: 3 clusters Score -212147.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -212150.156250 Penalty: 788.930969
	Iteration 15Q: 3 clusters Score -212150.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -212151.671875 Penalty: 788.930969
	Iteration 16Q: 3 clusters Score -212151.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -212154.281250 Penalty: 788.930969
	Iteration 17Q: 3 clusters Score -212154.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -212155.609375 Penalty: 788.930969
	Iteration 18Q: 3 clusters Score -212155.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -212157.765625 Penalty: 788.930969
	Iteration 19Q: 3 clusters Score -212157.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -212161.296875 Penalty: 788.930969
	Iteration 20F: 3 clusters Score -212161.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -212161.875000 Penalty: 788.930969
	Iteration 21Q: 3 clusters Score -212161.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -212162.000000 Penalty: 788.930969
	Iteration 22Q: 3 clusters Score -212162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -212162.359375 Penalty: 788.930969
	Iteration 23Q: 3 clusters Score -212162.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -212163.593750 Penalty: 788.930969
	Iteration 24Q: 3 clusters Score -212163.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -212164.656250 Penalty: 788.930969
	Iteration 25Q: 3 clusters Score -212164.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -212165.515625 Penalty: 788.930969
	Iteration 26Q: 3 clusters Score -212165.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -212166.796875 Penalty: 788.930969
	Iteration 27Q: 3 clusters Score -212166.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -212167.187500 Penalty: 788.930969
	Iteration 28Q: 3 clusters Score -212167.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -212168.968750 Penalty: 788.930969
	Iteration 29Q: 3 clusters Score -212169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -212169.015625 Penalty: 788.930969
	Iteration 30Q: 3 clusters Score -212169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -212169.281250 Penalty: 788.930969
	Iteration 31Q: 3 clusters Score -212169.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -212169.718750 Penalty: 788.930969
	Iteration 32Q: 3 clusters Score -212169.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -212170.359375 Penalty: 788.930969
	Iteration 33Q: 3 clusters Score -212170.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -212170.171875 Penalty: 788.930969
	Iteration 34Q: 3 clusters Score -212170.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -212170.171875 Penalty: 788.930969
	Iteration 35F: 3 clusters Score -212170.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8960 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9239 members 
Mstep: Class 7 contains 10445 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589457 members 
Mstep: Class 10 contains 6749 members 
Mstep: Class 11 contains 20566 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559092 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 6939 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11890 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12747 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3675 members 
Mstep: Class 30 contains 12638 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9466 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5363 members 
Mstep: Class 39 contains 4917 members 
Mstep: Class 40 contains 1410 members 
Mstep: Class 41 contains 460 members 
Entering Unmasked Estep 
Score: -50386080.000000 Penalty: 26384.455078
Splitting cluster 38 changes total score from -50386284.000000 to -50386080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (4917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Entering Unmasked Estep 
Score: -180126.125000 Penalty: 386.770660
	Iteration 0F: 2 clusters Score -180126.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -176819.812500 Penalty: 773.541321
	Iteration 0F: 3 clusters Score -176819.8 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -178094.562500 Penalty: 773.541321
	Iteration 1F: 3 clusters Score -178094.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -178347.109375 Penalty: 773.541321
	Iteration 2F: 3 clusters Score -178347.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -178595.296875 Penalty: 773.541321
	Iteration 3F: 3 clusters Score -178595.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -178834.968750 Penalty: 773.541321
	Iteration 4F: 3 clusters Score -178835 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -179072.906250 Penalty: 773.541321
	Iteration 5F: 3 clusters Score -179072.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -179232.671875 Penalty: 773.541321
	Iteration 6F: 3 clusters Score -179232.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -179326.359375 Penalty: 773.541321
	Iteration 7Q: 3 clusters Score -179326.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -179370.187500 Penalty: 773.541321
	Iteration 8Q: 3 clusters Score -179370.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -179394.015625 Penalty: 773.541321
	Iteration 9Q: 3 clusters Score -179394 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -179415.640625 Penalty: 773.541321
	Iteration 10Q: 3 clusters Score -179415.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -179431.781250 Penalty: 773.541321
	Iteration 11Q: 3 clusters Score -179431.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -179444.718750 Penalty: 773.541321
	Iteration 12Q: 3 clusters Score -179444.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -179453.593750 Penalty: 773.541321
	Iteration 13Q: 3 clusters Score -179453.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -179460.750000 Penalty: 773.541321
	Iteration 14Q: 3 clusters Score -179460.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -179467.484375 Penalty: 773.541321
	Iteration 15Q: 3 clusters Score -179467.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -179475.312500 Penalty: 773.541321
	Iteration 16Q: 3 clusters Score -179475.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -179483.671875 Penalty: 773.541321
	Iteration 17Q: 3 clusters Score -179483.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -179490.906250 Penalty: 773.541321
	Iteration 18Q: 3 clusters Score -179490.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -179498.078125 Penalty: 773.541321
	Iteration 19Q: 3 clusters Score -179498.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -179506.265625 Penalty: 773.541321
	Iteration 20F: 3 clusters Score -179506.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -179512.578125 Penalty: 773.541321
	Iteration 21Q: 3 clusters Score -179512.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -179523.593750 Penalty: 773.541321
	Iteration 22Q: 3 clusters Score -179523.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -179532.500000 Penalty: 773.541321
	Iteration 23Q: 3 clusters Score -179532.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -179547.281250 Penalty: 773.541321
	Iteration 24Q: 3 clusters Score -179547.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -179561.125000 Penalty: 773.541321
	Iteration 25Q: 3 clusters Score -179561.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -179572.468750 Penalty: 773.541321
	Iteration 26Q: 3 clusters Score -179572.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -179581.015625 Penalty: 773.541321
	Iteration 27Q: 3 clusters Score -179581 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -179587.375000 Penalty: 773.541321
	Iteration 28Q: 3 clusters Score -179587.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -179594.484375 Penalty: 773.541321
	Iteration 29Q: 3 clusters Score -179594.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -179603.953125 Penalty: 773.541321
	Iteration 30Q: 3 clusters Score -179604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -179612.187500 Penalty: 773.541321
	Iteration 31Q: 3 clusters Score -179612.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -179620.750000 Penalty: 773.541321
	Iteration 32Q: 3 clusters Score -179620.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -179633.328125 Penalty: 773.541321
	Iteration 33Q: 3 clusters Score -179633.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -179647.640625 Penalty: 773.541321
	Iteration 34Q: 3 clusters Score -179647.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -179661.546875 Penalty: 773.541321
	Iteration 35Q: 3 clusters Score -179661.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -179686.156250 Penalty: 773.541321
	Iteration 36Q: 3 clusters Score -179686.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -179703.921875 Penalty: 773.541321
	Iteration 37Q: 3 clusters Score -179703.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -179718.656250 Penalty: 773.541321
	Iteration 38Q: 3 clusters Score -179718.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -179731.906250 Penalty: 773.541321
	Iteration 39Q: 3 clusters Score -179731.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -179743.609375 Penalty: 773.541321
	Iteration 40F: 3 clusters Score -179743.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -179754.515625 Penalty: 773.541321
	Iteration 41Q: 3 clusters Score -179754.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -179765.796875 Penalty: 773.541321
	Iteration 42Q: 3 clusters Score -179765.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -179774.234375 Penalty: 773.541321
	Iteration 43Q: 3 clusters Score -179774.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -179779.890625 Penalty: 773.541321
	Iteration 44Q: 3 clusters Score -179779.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -179785.250000 Penalty: 773.541321
	Iteration 45Q: 3 clusters Score -179785.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -179793.046875 Penalty: 773.541321
	Iteration 46Q: 3 clusters Score -179793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -179799.281250 Penalty: 773.541321
	Iteration 47Q: 3 clusters Score -179799.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -179802.062500 Penalty: 773.541321
	Iteration 48Q: 3 clusters Score -179802.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -179805.781250 Penalty: 773.541321
	Iteration 49Q: 3 clusters Score -179805.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -179809.343750 Penalty: 773.541321
	Iteration 50Q: 3 clusters Score -179809.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -179813.843750 Penalty: 773.541321
	Iteration 51Q: 3 clusters Score -179813.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -179819.656250 Penalty: 773.541321
	Iteration 52Q: 3 clusters Score -179819.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -179821.875000 Penalty: 773.541321
	Iteration 53Q: 3 clusters Score -179821.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -179822.906250 Penalty: 773.541321
	Iteration 54Q: 3 clusters Score -179822.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -179823.437500 Penalty: 773.541321
	Iteration 55Q: 3 clusters Score -179823.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -179824.718750 Penalty: 773.541321
	Iteration 56Q: 3 clusters Score -179824.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -179825.390625 Penalty: 773.541321
	Iteration 57Q: 3 clusters Score -179825.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -179825.343750 Penalty: 773.541321
	Iteration 58Q: 3 clusters Score -179825.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -179825.890625 Penalty: 773.541321
	Iteration 59Q: 3 clusters Score -179825.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -179826.437500 Penalty: 773.541321
	Iteration 60F: 3 clusters Score -179826.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -179826.812500 Penalty: 773.541321
	Iteration 61Q: 3 clusters Score -179826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -179827.265625 Penalty: 773.541321
	Iteration 62Q: 3 clusters Score -179827.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -179827.562500 Penalty: 773.541321
	Iteration 63Q: 3 clusters Score -179827.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -179827.562500 Penalty: 773.541321
	Iteration 64F: 3 clusters Score -179827.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Entering Unmasked Estep 
Score: -51531.542969 Penalty: 329.936218
	Iteration 0F: 2 clusters Score -51531.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -50500.468750 Penalty: 659.872437
	Iteration 0F: 3 clusters Score -50500.47 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -50902.746094 Penalty: 659.872437
	Iteration 1F: 3 clusters Score -50902.75 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -51015.660156 Penalty: 659.872437
	Iteration 2F: 3 clusters Score -51015.66 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -51104.179688 Penalty: 659.872437
	Iteration 3F: 3 clusters Score -51104.18 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -51155.957031 Penalty: 659.872437
	Iteration 4Q: 3 clusters Score -51155.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -51198.417969 Penalty: 659.872437
	Iteration 5Q: 3 clusters Score -51198.42 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -51223.589844 Penalty: 659.872437
	Iteration 6Q: 3 clusters Score -51223.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -51249.605469 Penalty: 659.872437
	Iteration 7Q: 3 clusters Score -51249.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -51261.203125 Penalty: 659.872437
	Iteration 8Q: 3 clusters Score -51261.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -51274.621094 Penalty: 659.872437
	Iteration 9Q: 3 clusters Score -51274.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -51281.699219 Penalty: 659.872437
	Iteration 10Q: 3 clusters Score -51281.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -51286.929688 Penalty: 659.872437
	Iteration 11Q: 3 clusters Score -51286.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -51289.816406 Penalty: 659.872437
	Iteration 12Q: 3 clusters Score -51289.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -51290.777344 Penalty: 659.872437
	Iteration 13Q: 3 clusters Score -51290.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -51293.035156 Penalty: 659.872437
	Iteration 14Q: 3 clusters Score -51293.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -51294.425781 Penalty: 659.872437
	Iteration 15Q: 3 clusters Score -51294.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -51295.261719 Penalty: 659.872437
	Iteration 16Q: 3 clusters Score -51295.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -51295.957031 Penalty: 659.872437
	Iteration 17Q: 3 clusters Score -51295.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -51298.957031 Penalty: 659.872437
	Iteration 18Q: 3 clusters Score -51298.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -51303.812500 Penalty: 659.872437
	Iteration 19Q: 3 clusters Score -51303.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -51307.730469 Penalty: 659.872437
	Iteration 20F: 3 clusters Score -51307.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -51308.437500 Penalty: 659.872437
	Iteration 21Q: 3 clusters Score -51308.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -51308.847656 Penalty: 659.872437
	Iteration 22Q: 3 clusters Score -51308.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -51309.027344 Penalty: 659.872437
	Iteration 23Q: 3 clusters Score -51309.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -51309.414062 Penalty: 659.872437
	Iteration 24Q: 3 clusters Score -51309.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -51309.531250 Penalty: 659.872437
	Iteration 25Q: 3 clusters Score -51309.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -51310.070312 Penalty: 659.872437
	Iteration 26Q: 3 clusters Score -51310.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -51312.042969 Penalty: 659.872437
	Iteration 27Q: 3 clusters Score -51312.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -51314.136719 Penalty: 659.872437
	Iteration 28Q: 3 clusters Score -51314.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -51320.027344 Penalty: 659.872437
	Iteration 29Q: 3 clusters Score -51320.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -51327.449219 Penalty: 659.872437
	Iteration 30Q: 3 clusters Score -51327.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -51330.949219 Penalty: 659.872437
	Iteration 31Q: 3 clusters Score -51330.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -51333.148438 Penalty: 659.872437
	Iteration 32Q: 3 clusters Score -51333.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -51336.546875 Penalty: 659.872437
	Iteration 33Q: 3 clusters Score -51336.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -51337.363281 Penalty: 659.872437
	Iteration 34Q: 3 clusters Score -51337.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -51337.562500 Penalty: 659.872437
	Iteration 35Q: 3 clusters Score -51337.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -51337.562500 Penalty: 659.872437
	Iteration 36F: 3 clusters Score -51337.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8960 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9239 members 
Mstep: Class 7 contains 10445 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589457 members 
Mstep: Class 10 contains 6749 members 
Mstep: Class 11 contains 20566 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559092 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 6939 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11890 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12747 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3675 members 
Mstep: Class 30 contains 12638 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9466 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5823 members 
Mstep: Class 39 contains 4917 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386296.000000 Penalty: 25740.931641
Iteration 279Q: 41 clusters Score -5.03863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8961 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9239 members 
Mstep: Class 7 contains 10444 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589449 members 
Mstep: Class 10 contains 6749 members 
Mstep: Class 11 contains 20566 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559092 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 6946 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11890 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12748 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3675 members 
Mstep: Class 30 contains 12638 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9466 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5823 members 
Mstep: Class 39 contains 4917 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386272.000000 Penalty: 25740.931641
Iteration 280F: 41 clusters Score -5.038627e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9238 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589443 members 
Mstep: Class 10 contains 6749 members 
Mstep: Class 11 contains 20566 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559092 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 6954 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11890 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12748 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3675 members 
Mstep: Class 30 contains 12638 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9466 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5823 members 
Mstep: Class 39 contains 4917 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386284.000000 Penalty: 25740.931641
Iteration 281Q: 41 clusters Score -5.038628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9237 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589439 members 
Mstep: Class 10 contains 6749 members 
Mstep: Class 11 contains 20566 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559091 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 6961 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11889 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12748 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3675 members 
Mstep: Class 30 contains 12638 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9466 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5823 members 
Mstep: Class 39 contains 4917 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386284.000000 Penalty: 25740.931641
Iteration 282Q: 41 clusters Score -5.038628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9236 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589430 members 
Mstep: Class 10 contains 6749 members 
Mstep: Class 11 contains 20566 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559092 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 6971 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11888 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12747 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3675 members 
Mstep: Class 30 contains 12638 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9467 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5823 members 
Mstep: Class 39 contains 4917 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386240.000000 Penalty: 25740.931641
Iteration 283Q: 41 clusters Score -5.038624e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8961 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9236 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589424 members 
Mstep: Class 10 contains 6749 members 
Mstep: Class 11 contains 20566 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559092 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 6979 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11888 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12746 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3674 members 
Mstep: Class 30 contains 12638 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9468 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 5823 members 
Mstep: Class 39 contains 4917 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386224.000000 Penalty: 25740.931641
Iteration 284Q: 41 clusters Score -5.038622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8961 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9236 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589415 members 
Mstep: Class 10 contains 6749 members 
Mstep: Class 11 contains 20566 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559092 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 6990 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11888 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12747 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3672 members 
Mstep: Class 30 contains 12638 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9468 members 
Mstep: Class 37 contains 926 members 
Mstep: Class 38 contains 5823 members 
Mstep: Class 39 contains 4917 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386248.000000 Penalty: 25740.931641
Iteration 285Q: 41 clusters Score -5.038625e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9236 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589408 members 
Mstep: Class 10 contains 6749 members 
Mstep: Class 11 contains 20566 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559093 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 6996 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11887 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12747 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3671 members 
Mstep: Class 30 contains 12638 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9468 members 
Mstep: Class 37 contains 926 members 
Mstep: Class 38 contains 5824 members 
Mstep: Class 39 contains 4917 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386272.000000 Penalty: 25740.931641
Iteration 286Q: 41 clusters Score -5.038627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9236 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589401 members 
Mstep: Class 10 contains 6749 members 
Mstep: Class 11 contains 20566 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559092 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 7003 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11886 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12747 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3670 members 
Mstep: Class 30 contains 12638 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9468 members 
Mstep: Class 37 contains 926 members 
Mstep: Class 38 contains 5826 members 
Mstep: Class 39 contains 4918 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386248.000000 Penalty: 25740.931641
Iteration 287Q: 41 clusters Score -5.038625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9234 members 
Mstep: Class 7 contains 10443 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589394 members 
Mstep: Class 10 contains 6748 members 
Mstep: Class 11 contains 20566 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559092 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 7008 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11886 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12747 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3672 members 
Mstep: Class 30 contains 12638 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9468 members 
Mstep: Class 37 contains 926 members 
Mstep: Class 38 contains 5829 members 
Mstep: Class 39 contains 4917 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386224.000000 Penalty: 25740.931641
Iteration 288Q: 41 clusters Score -5.038622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 10443 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589385 members 
Mstep: Class 10 contains 6748 members 
Mstep: Class 11 contains 20566 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559093 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 7013 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11885 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12748 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3671 members 
Mstep: Class 30 contains 12638 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9468 members 
Mstep: Class 37 contains 926 members 
Mstep: Class 38 contains 5833 members 
Mstep: Class 39 contains 4916 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386268.000000 Penalty: 25740.931641
Iteration 289Q: 41 clusters Score -5.038627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2597 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589382 members 
Mstep: Class 10 contains 6748 members 
Mstep: Class 11 contains 20566 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559094 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 7015 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11885 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12749 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3670 members 
Mstep: Class 30 contains 12637 members 
Mstep: Class 31 contains 5515 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9468 members 
Mstep: Class 37 contains 926 members 
Mstep: Class 38 contains 5834 members 
Mstep: Class 39 contains 4917 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386272.000000 Penalty: 25740.931641
Iteration 290Q: 41 clusters Score -5.038627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589384 members 
Mstep: Class 10 contains 6748 members 
Mstep: Class 11 contains 20565 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559096 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 7014 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11885 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12749 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3669 members 
Mstep: Class 30 contains 12635 members 
Mstep: Class 31 contains 5514 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9468 members 
Mstep: Class 37 contains 926 members 
Mstep: Class 38 contains 5834 members 
Mstep: Class 39 contains 4917 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386288.000000 Penalty: 25740.931641
Iteration 291Q: 41 clusters Score -5.038629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589383 members 
Mstep: Class 10 contains 6748 members 
Mstep: Class 11 contains 20565 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559096 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 7014 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11885 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12749 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3668 members 
Mstep: Class 30 contains 12636 members 
Mstep: Class 31 contains 5514 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9468 members 
Mstep: Class 37 contains 926 members 
Mstep: Class 38 contains 5834 members 
Mstep: Class 39 contains 4918 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386276.000000 Penalty: 25740.931641
Iteration 292Q: 41 clusters Score -5.038628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589383 members 
Mstep: Class 10 contains 6748 members 
Mstep: Class 11 contains 20565 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559095 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 7014 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11885 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12749 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3668 members 
Mstep: Class 30 contains 12637 members 
Mstep: Class 31 contains 5514 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9468 members 
Mstep: Class 37 contains 926 members 
Mstep: Class 38 contains 5834 members 
Mstep: Class 39 contains 4918 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386268.000000 Penalty: 25740.931641
Iteration 293Q: 41 clusters Score -5.038627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589383 members 
Mstep: Class 10 contains 6748 members 
Mstep: Class 11 contains 20565 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559095 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 7014 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11885 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12749 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3668 members 
Mstep: Class 30 contains 12637 members 
Mstep: Class 31 contains 5514 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9468 members 
Mstep: Class 37 contains 926 members 
Mstep: Class 38 contains 5834 members 
Mstep: Class 39 contains 4918 members 
Mstep: Class 40 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50386268.000000 Penalty: 25740.931641
Iteration 294F: 41 clusters Score -5.038627e+07 nChanged 0
Entering ConstructFrom: 
Score: -50386268.000000 Penalty: 25740.931641
Entering ConstructFrom: 
Trying to split cluster 1 (1694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Entering Unmasked Estep 
Score: -54035.597656 Penalty: 338.285583
	Iteration 0F: 2 clusters Score -54035.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -52832.417969 Penalty: 676.571167
	Iteration 0F: 3 clusters Score -52832.42 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -53243.968750 Penalty: 676.571167
	Iteration 1F: 3 clusters Score -53243.97 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -53311.671875 Penalty: 676.571167
	Iteration 2F: 3 clusters Score -53311.67 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -53362.914062 Penalty: 676.571167
	Iteration 3F: 3 clusters Score -53362.91 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -53408.277344 Penalty: 676.571167
	Iteration 4Q: 3 clusters Score -53408.28 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -53443.003906 Penalty: 676.571167
	Iteration 5Q: 3 clusters Score -53443 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -53465.839844 Penalty: 676.571167
	Iteration 6Q: 3 clusters Score -53465.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -53486.945312 Penalty: 676.571167
	Iteration 7Q: 3 clusters Score -53486.95 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -53525.218750 Penalty: 676.571167
	Iteration 8Q: 3 clusters Score -53525.22 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -53581.339844 Penalty: 676.571167
	Iteration 9Q: 3 clusters Score -53581.34 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -53632.179688 Penalty: 676.571167
	Iteration 10Q: 3 clusters Score -53632.18 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -53673.500000 Penalty: 676.571167
	Iteration 11Q: 3 clusters Score -53673.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -53698.570312 Penalty: 676.571167
	Iteration 12Q: 3 clusters Score -53698.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -53715.820312 Penalty: 676.571167
	Iteration 13Q: 3 clusters Score -53715.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -53730.804688 Penalty: 676.571167
	Iteration 14Q: 3 clusters Score -53730.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -53742.847656 Penalty: 676.571167
	Iteration 15Q: 3 clusters Score -53742.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -53748.796875 Penalty: 676.571167
	Iteration 16Q: 3 clusters Score -53748.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -53755.023438 Penalty: 676.571167
	Iteration 17Q: 3 clusters Score -53755.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -53766.933594 Penalty: 676.571167
	Iteration 18Q: 3 clusters Score -53766.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -53772.105469 Penalty: 676.571167
	Iteration 19Q: 3 clusters Score -53772.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -53775.167969 Penalty: 676.571167
	Iteration 20F: 3 clusters Score -53775.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -53776.902344 Penalty: 676.571167
	Iteration 21Q: 3 clusters Score -53776.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -53780.964844 Penalty: 676.571167
	Iteration 22Q: 3 clusters Score -53780.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -53783.867188 Penalty: 676.571167
	Iteration 23Q: 3 clusters Score -53783.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -53785.710938 Penalty: 676.571167
	Iteration 24Q: 3 clusters Score -53785.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -53788.453125 Penalty: 676.571167
	Iteration 25Q: 3 clusters Score -53788.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -53790.906250 Penalty: 676.571167
	Iteration 26Q: 3 clusters Score -53790.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -53793.023438 Penalty: 676.571167
	Iteration 27Q: 3 clusters Score -53793.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -53795.621094 Penalty: 676.571167
	Iteration 28Q: 3 clusters Score -53795.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -53797.777344 Penalty: 676.571167
	Iteration 29Q: 3 clusters Score -53797.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -53800.656250 Penalty: 676.571167
	Iteration 30Q: 3 clusters Score -53800.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -53802.277344 Penalty: 676.571167
	Iteration 31Q: 3 clusters Score -53802.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -53805.046875 Penalty: 676.571167
	Iteration 32Q: 3 clusters Score -53805.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -53808.093750 Penalty: 676.571167
	Iteration 33Q: 3 clusters Score -53808.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -53810.195312 Penalty: 676.571167
	Iteration 34Q: 3 clusters Score -53810.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -53811.144531 Penalty: 676.571167
	Iteration 35Q: 3 clusters Score -53811.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -53814.164062 Penalty: 676.571167
	Iteration 36Q: 3 clusters Score -53814.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -53820.121094 Penalty: 676.571167
	Iteration 37Q: 3 clusters Score -53820.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -53827.519531 Penalty: 676.571167
	Iteration 38Q: 3 clusters Score -53827.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -53837.613281 Penalty: 676.571167
	Iteration 39Q: 3 clusters Score -53837.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -53844.914062 Penalty: 676.571167
	Iteration 40F: 3 clusters Score -53844.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53852.730469 Penalty: 676.571167
	Iteration 41Q: 3 clusters Score -53852.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -53857.652344 Penalty: 676.571167
	Iteration 42Q: 3 clusters Score -53857.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -53862.351562 Penalty: 676.571167
	Iteration 43Q: 3 clusters Score -53862.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53864.566406 Penalty: 676.571167
	Iteration 44Q: 3 clusters Score -53864.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -53865.800781 Penalty: 676.571167
	Iteration 45Q: 3 clusters Score -53865.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -53866.628906 Penalty: 676.571167
	Iteration 46Q: 3 clusters Score -53866.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -53867.078125 Penalty: 676.571167
	Iteration 47Q: 3 clusters Score -53867.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -53867.078125 Penalty: 676.571167
	Iteration 48F: 3 clusters Score -53867.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Entering Unmasked Estep 
Score: -435172.437500 Penalty: 426.081757
	Iteration 0F: 2 clusters Score -435172.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -427505.843750 Penalty: 852.163513
	Iteration 0F: 3 clusters Score -427505.8 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -430886.093750 Penalty: 852.163513
	Iteration 1F: 3 clusters Score -430886.1 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -431407.625000 Penalty: 852.163513
	Iteration 2F: 3 clusters Score -431407.6 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -432001.468750 Penalty: 852.163513
	Iteration 3F: 3 clusters Score -432001.5 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -432655.906250 Penalty: 852.163513
	Iteration 4F: 3 clusters Score -432655.9 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -433365.062500 Penalty: 852.163513
	Iteration 5F: 3 clusters Score -433365.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -434061.687500 Penalty: 852.163513
	Iteration 6F: 3 clusters Score -434061.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -434532.687500 Penalty: 852.163513
	Iteration 7Q: 3 clusters Score -434532.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -434700.906250 Penalty: 852.163513
	Iteration 8Q: 3 clusters Score -434700.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -434768.687500 Penalty: 852.163513
	Iteration 9Q: 3 clusters Score -434768.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -434807.093750 Penalty: 852.163513
	Iteration 10Q: 3 clusters Score -434807.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -434832.468750 Penalty: 852.163513
	Iteration 11Q: 3 clusters Score -434832.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -434849.437500 Penalty: 852.163513
	Iteration 12Q: 3 clusters Score -434849.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -434863.062500 Penalty: 852.163513
	Iteration 13Q: 3 clusters Score -434863.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -434874.000000 Penalty: 852.163513
	Iteration 14Q: 3 clusters Score -434874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -434880.375000 Penalty: 852.163513
	Iteration 15Q: 3 clusters Score -434880.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -434884.593750 Penalty: 852.163513
	Iteration 16Q: 3 clusters Score -434884.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -434889.437500 Penalty: 852.163513
	Iteration 17Q: 3 clusters Score -434889.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -434892.937500 Penalty: 852.163513
	Iteration 18Q: 3 clusters Score -434892.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -434896.312500 Penalty: 852.163513
	Iteration 19Q: 3 clusters Score -434896.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -434900.312500 Penalty: 852.163513
	Iteration 20F: 3 clusters Score -434900.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -434902.718750 Penalty: 852.163513
	Iteration 21Q: 3 clusters Score -434902.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -434905.906250 Penalty: 852.163513
	Iteration 22Q: 3 clusters Score -434905.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -434909.843750 Penalty: 852.163513
	Iteration 23Q: 3 clusters Score -434909.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -434912.875000 Penalty: 852.163513
	Iteration 24Q: 3 clusters Score -434912.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -434914.593750 Penalty: 852.163513
	Iteration 25Q: 3 clusters Score -434914.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -434917.281250 Penalty: 852.163513
	Iteration 26Q: 3 clusters Score -434917.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -434919.718750 Penalty: 852.163513
	Iteration 27Q: 3 clusters Score -434919.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -434920.031250 Penalty: 852.163513
	Iteration 28Q: 3 clusters Score -434920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -434920.906250 Penalty: 852.163513
	Iteration 29Q: 3 clusters Score -434920.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -434920.468750 Penalty: 852.163513
	Iteration 30Q: 3 clusters Score -434920.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -434920.156250 Penalty: 852.163513
	Iteration 31Q: 3 clusters Score -434920.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -434921.093750 Penalty: 852.163513
	Iteration 32Q: 3 clusters Score -434921.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -434920.875000 Penalty: 852.163513
	Iteration 33Q: 3 clusters Score -434920.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -434921.156250 Penalty: 852.163513
	Iteration 34Q: 3 clusters Score -434921.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -434921.156250 Penalty: 852.163513
	Iteration 35F: 3 clusters Score -434921.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Entering Unmasked Estep 
Score: -325378.781250 Penalty: 414.084076
	Iteration 0F: 2 clusters Score -325378.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -319383.937500 Penalty: 828.168152
	Iteration 0F: 3 clusters Score -319383.9 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -321889.937500 Penalty: 828.168152
	Iteration 1F: 3 clusters Score -321889.9 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -322255.125000 Penalty: 828.168152
	Iteration 2F: 3 clusters Score -322255.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -322608.843750 Penalty: 828.168152
	Iteration 3F: 3 clusters Score -322608.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -322945.250000 Penalty: 828.168152
	Iteration 4F: 3 clusters Score -322945.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -323311.281250 Penalty: 828.168152
	Iteration 5F: 3 clusters Score -323311.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -323685.156250 Penalty: 828.168152
	Iteration 6F: 3 clusters Score -323685.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -324037.812500 Penalty: 828.168152
	Iteration 7Q: 3 clusters Score -324037.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -324240.812500 Penalty: 828.168152
	Iteration 8Q: 3 clusters Score -324240.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -324372.468750 Penalty: 828.168152
	Iteration 9Q: 3 clusters Score -324372.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -324438.343750 Penalty: 828.168152
	Iteration 10Q: 3 clusters Score -324438.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -324482.718750 Penalty: 828.168152
	Iteration 11Q: 3 clusters Score -324482.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -324529.562500 Penalty: 828.168152
	Iteration 12Q: 3 clusters Score -324529.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -324578.187500 Penalty: 828.168152
	Iteration 13Q: 3 clusters Score -324578.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -324621.156250 Penalty: 828.168152
	Iteration 14Q: 3 clusters Score -324621.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -324671.093750 Penalty: 828.168152
	Iteration 15Q: 3 clusters Score -324671.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -324720.781250 Penalty: 828.168152
	Iteration 16Q: 3 clusters Score -324720.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -324762.281250 Penalty: 828.168152
	Iteration 17Q: 3 clusters Score -324762.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -324793.031250 Penalty: 828.168152
	Iteration 18Q: 3 clusters Score -324793 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -324815.500000 Penalty: 828.168152
	Iteration 19Q: 3 clusters Score -324815.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -324836.968750 Penalty: 828.168152
	Iteration 20F: 3 clusters Score -324837 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -324863.500000 Penalty: 828.168152
	Iteration 21Q: 3 clusters Score -324863.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -324884.343750 Penalty: 828.168152
	Iteration 22Q: 3 clusters Score -324884.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -324901.156250 Penalty: 828.168152
	Iteration 23Q: 3 clusters Score -324901.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -324917.968750 Penalty: 828.168152
	Iteration 24Q: 3 clusters Score -324918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -324934.937500 Penalty: 828.168152
	Iteration 25Q: 3 clusters Score -324934.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -324944.562500 Penalty: 828.168152
	Iteration 26Q: 3 clusters Score -324944.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -324951.500000 Penalty: 828.168152
	Iteration 27Q: 3 clusters Score -324951.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -324962.218750 Penalty: 828.168152
	Iteration 28Q: 3 clusters Score -324962.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -324975.125000 Penalty: 828.168152
	Iteration 29Q: 3 clusters Score -324975.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -324989.156250 Penalty: 828.168152
	Iteration 30Q: 3 clusters Score -324989.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -324999.625000 Penalty: 828.168152
	Iteration 31Q: 3 clusters Score -324999.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -325010.937500 Penalty: 828.168152
	Iteration 32Q: 3 clusters Score -325010.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -325015.875000 Penalty: 828.168152
	Iteration 33Q: 3 clusters Score -325015.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -325020.968750 Penalty: 828.168152
	Iteration 34Q: 3 clusters Score -325021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -325023.093750 Penalty: 828.168152
	Iteration 35Q: 3 clusters Score -325023.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -325026.906250 Penalty: 828.168152
	Iteration 36Q: 3 clusters Score -325026.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -325028.562500 Penalty: 828.168152
	Iteration 37Q: 3 clusters Score -325028.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -325036.281250 Penalty: 828.168152
	Iteration 38Q: 3 clusters Score -325036.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -325042.437500 Penalty: 828.168152
	Iteration 39Q: 3 clusters Score -325042.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -325048.218750 Penalty: 828.168152
	Iteration 40F: 3 clusters Score -325048.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -325054.718750 Penalty: 828.168152
	Iteration 41Q: 3 clusters Score -325054.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -325057.968750 Penalty: 828.168152
	Iteration 42Q: 3 clusters Score -325058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -325060.906250 Penalty: 828.168152
	Iteration 43Q: 3 clusters Score -325060.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -325065.125000 Penalty: 828.168152
	Iteration 44Q: 3 clusters Score -325065.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -325065.750000 Penalty: 828.168152
	Iteration 45Q: 3 clusters Score -325065.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -325067.062500 Penalty: 828.168152
	Iteration 46Q: 3 clusters Score -325067.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -325067.687500 Penalty: 828.168152
	Iteration 47Q: 3 clusters Score -325067.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -325069.312500 Penalty: 828.168152
	Iteration 48Q: 3 clusters Score -325069.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -325070.437500 Penalty: 828.168152
	Iteration 49Q: 3 clusters Score -325070.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -325070.437500 Penalty: 828.168152
	Iteration 50F: 3 clusters Score -325070.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Entering Unmasked Estep 
Score: -91708.375000 Penalty: 357.761139
	Iteration 0F: 2 clusters Score -91708.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -89914.757812 Penalty: 715.522278
	Iteration 0F: 3 clusters Score -89914.76 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -90711.031250 Penalty: 715.522278
	Iteration 1F: 3 clusters Score -90711.03 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -90850.328125 Penalty: 715.522278
	Iteration 2F: 3 clusters Score -90850.33 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -90946.718750 Penalty: 715.522278
	Iteration 3F: 3 clusters Score -90946.72 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -91014.648438 Penalty: 715.522278
	Iteration 4Q: 3 clusters Score -91014.65 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -91072.062500 Penalty: 715.522278
	Iteration 5Q: 3 clusters Score -91072.06 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -91121.484375 Penalty: 715.522278
	Iteration 6Q: 3 clusters Score -91121.48 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -91156.843750 Penalty: 715.522278
	Iteration 7Q: 3 clusters Score -91156.84 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -91181.570312 Penalty: 715.522278
	Iteration 8Q: 3 clusters Score -91181.57 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -91208.000000 Penalty: 715.522278
	Iteration 9Q: 3 clusters Score -91208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -91240.945312 Penalty: 715.522278
	Iteration 10Q: 3 clusters Score -91240.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -91273.203125 Penalty: 715.522278
	Iteration 11Q: 3 clusters Score -91273.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -91301.906250 Penalty: 715.522278
	Iteration 12Q: 3 clusters Score -91301.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -91325.679688 Penalty: 715.522278
	Iteration 13Q: 3 clusters Score -91325.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -91349.210938 Penalty: 715.522278
	Iteration 14Q: 3 clusters Score -91349.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -91371.515625 Penalty: 715.522278
	Iteration 15Q: 3 clusters Score -91371.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -91393.875000 Penalty: 715.522278
	Iteration 16Q: 3 clusters Score -91393.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -91406.882812 Penalty: 715.522278
	Iteration 17Q: 3 clusters Score -91406.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -91416.523438 Penalty: 715.522278
	Iteration 18Q: 3 clusters Score -91416.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -91423.960938 Penalty: 715.522278
	Iteration 19Q: 3 clusters Score -91423.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -91427.546875 Penalty: 715.522278
	Iteration 20F: 3 clusters Score -91427.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -91429.835938 Penalty: 715.522278
	Iteration 21Q: 3 clusters Score -91429.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -91430.242188 Penalty: 715.522278
	Iteration 22Q: 3 clusters Score -91430.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -91430.242188 Penalty: 715.522278
	Iteration 23F: 3 clusters Score -91430.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Entering Unmasked Estep 
Score: -148690.109375 Penalty: 379.588379
	Iteration 0F: 2 clusters Score -148690.1 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 2132 members 
Entering Unmasked Estep 
Score: -145844.906250 Penalty: 759.176758
	Iteration 0F: 3 clusters Score -145844.9 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -146876.625000 Penalty: 759.176758
	Iteration 1F: 3 clusters Score -146876.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -147013.171875 Penalty: 759.176758
	Iteration 2F: 3 clusters Score -147013.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -147155.562500 Penalty: 759.176758
	Iteration 3F: 3 clusters Score -147155.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -147295.343750 Penalty: 759.176758
	Iteration 4F: 3 clusters Score -147295.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -147466.703125 Penalty: 759.176758
	Iteration 5F: 3 clusters Score -147466.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -147656.859375 Penalty: 759.176758
	Iteration 6F: 3 clusters Score -147656.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -147854.375000 Penalty: 759.176758
	Iteration 7F: 3 clusters Score -147854.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -148043.203125 Penalty: 759.176758
	Iteration 8F: 3 clusters Score -148043.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -148172.468750 Penalty: 759.176758
	Iteration 9Q: 3 clusters Score -148172.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -148237.421875 Penalty: 759.176758
	Iteration 10Q: 3 clusters Score -148237.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -148275.296875 Penalty: 759.176758
	Iteration 11Q: 3 clusters Score -148275.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -148298.062500 Penalty: 759.176758
	Iteration 12Q: 3 clusters Score -148298.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -148323.000000 Penalty: 759.176758
	Iteration 13Q: 3 clusters Score -148323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -148334.015625 Penalty: 759.176758
	Iteration 14Q: 3 clusters Score -148334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -148340.296875 Penalty: 759.176758
	Iteration 15Q: 3 clusters Score -148340.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -148346.515625 Penalty: 759.176758
	Iteration 16Q: 3 clusters Score -148346.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -148350.265625 Penalty: 759.176758
	Iteration 17Q: 3 clusters Score -148350.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -148353.125000 Penalty: 759.176758
	Iteration 18Q: 3 clusters Score -148353.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -148356.093750 Penalty: 759.176758
	Iteration 19Q: 3 clusters Score -148356.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -148359.093750 Penalty: 759.176758
	Iteration 20F: 3 clusters Score -148359.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -148363.250000 Penalty: 759.176758
	Iteration 21Q: 3 clusters Score -148363.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -148371.015625 Penalty: 759.176758
	Iteration 22Q: 3 clusters Score -148371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -148378.593750 Penalty: 759.176758
	Iteration 23Q: 3 clusters Score -148378.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -148382.250000 Penalty: 759.176758
	Iteration 24Q: 3 clusters Score -148382.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -148393.484375 Penalty: 759.176758
	Iteration 25Q: 3 clusters Score -148393.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -148400.828125 Penalty: 759.176758
	Iteration 26Q: 3 clusters Score -148400.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -148404.593750 Penalty: 759.176758
	Iteration 27Q: 3 clusters Score -148404.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -148404.984375 Penalty: 759.176758
	Iteration 28Q: 3 clusters Score -148405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -148405.656250 Penalty: 759.176758
	Iteration 29Q: 3 clusters Score -148405.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -148405.750000 Penalty: 759.176758
	Iteration 30Q: 3 clusters Score -148405.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -148405.750000 Penalty: 759.176758
	Iteration 31F: 3 clusters Score -148405.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Entering Unmasked Estep 
Score: -328318.843750 Penalty: 415.449371
	Iteration 0F: 2 clusters Score -328318.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -322115.906250 Penalty: 830.898743
	Iteration 0F: 3 clusters Score -322115.9 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -324668.156250 Penalty: 830.898743
	Iteration 1F: 3 clusters Score -324668.2 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -325036.781250 Penalty: 830.898743
	Iteration 2F: 3 clusters Score -325036.8 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -325569.812500 Penalty: 830.898743
	Iteration 3F: 3 clusters Score -325569.8 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -326194.406250 Penalty: 830.898743
	Iteration 4F: 3 clusters Score -326194.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -326730.031250 Penalty: 830.898743
	Iteration 5F: 3 clusters Score -326730 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -327087.250000 Penalty: 830.898743
	Iteration 6Q: 3 clusters Score -327087.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -327348.406250 Penalty: 830.898743
	Iteration 7Q: 3 clusters Score -327348.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -327529.500000 Penalty: 830.898743
	Iteration 8Q: 3 clusters Score -327529.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -327639.593750 Penalty: 830.898743
	Iteration 9Q: 3 clusters Score -327639.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -327723.000000 Penalty: 830.898743
	Iteration 10Q: 3 clusters Score -327723 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -327778.875000 Penalty: 830.898743
	Iteration 11Q: 3 clusters Score -327778.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -327814.093750 Penalty: 830.898743
	Iteration 12Q: 3 clusters Score -327814.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -327838.718750 Penalty: 830.898743
	Iteration 13Q: 3 clusters Score -327838.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -327859.937500 Penalty: 830.898743
	Iteration 14Q: 3 clusters Score -327859.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -327874.593750 Penalty: 830.898743
	Iteration 15Q: 3 clusters Score -327874.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -327888.968750 Penalty: 830.898743
	Iteration 16Q: 3 clusters Score -327889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -327900.218750 Penalty: 830.898743
	Iteration 17Q: 3 clusters Score -327900.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -327911.937500 Penalty: 830.898743
	Iteration 18Q: 3 clusters Score -327911.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -327923.437500 Penalty: 830.898743
	Iteration 19Q: 3 clusters Score -327923.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -327934.375000 Penalty: 830.898743
	Iteration 20F: 3 clusters Score -327934.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -327948.781250 Penalty: 830.898743
	Iteration 21Q: 3 clusters Score -327948.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -327964.406250 Penalty: 830.898743
	Iteration 22Q: 3 clusters Score -327964.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -327978.000000 Penalty: 830.898743
	Iteration 23Q: 3 clusters Score -327978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -327986.625000 Penalty: 830.898743
	Iteration 24Q: 3 clusters Score -327986.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -327991.500000 Penalty: 830.898743
	Iteration 25Q: 3 clusters Score -327991.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -327993.687500 Penalty: 830.898743
	Iteration 26Q: 3 clusters Score -327993.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -327996.250000 Penalty: 830.898743
	Iteration 27Q: 3 clusters Score -327996.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -327997.843750 Penalty: 830.898743
	Iteration 28Q: 3 clusters Score -327997.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -327999.281250 Penalty: 830.898743
	Iteration 29Q: 3 clusters Score -327999.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -328000.531250 Penalty: 830.898743
	Iteration 30Q: 3 clusters Score -328000.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -328001.656250 Penalty: 830.898743
	Iteration 31Q: 3 clusters Score -328001.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -328001.531250 Penalty: 830.898743
	Iteration 32Q: 3 clusters Score -328001.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -328002.031250 Penalty: 830.898743
	Iteration 33Q: 3 clusters Score -328002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -328002.031250 Penalty: 830.898743
	Iteration 34F: 3 clusters Score -328002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Entering Unmasked Estep 
Score: -397234.968750 Penalty: 421.038422
	Iteration 0F: 2 clusters Score -397235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -390245.062500 Penalty: 842.076843
	Iteration 0F: 3 clusters Score -390245.1 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -393056.437500 Penalty: 842.076843
	Iteration 1F: 3 clusters Score -393056.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -393290.000000 Penalty: 842.076843
	Iteration 2F: 3 clusters Score -393290 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -393580.968750 Penalty: 842.076843
	Iteration 3F: 3 clusters Score -393581 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -393966.750000 Penalty: 842.076843
	Iteration 4F: 3 clusters Score -393966.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -394441.468750 Penalty: 842.076843
	Iteration 5F: 3 clusters Score -394441.5 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -394966.593750 Penalty: 842.076843
	Iteration 6F: 3 clusters Score -394966.6 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -395450.968750 Penalty: 842.076843
	Iteration 7F: 3 clusters Score -395451 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -395806.875000 Penalty: 842.076843
	Iteration 8Q: 3 clusters Score -395806.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -396070.437500 Penalty: 842.076843
	Iteration 9Q: 3 clusters Score -396070.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -396235.156250 Penalty: 842.076843
	Iteration 10Q: 3 clusters Score -396235.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -396376.593750 Penalty: 842.076843
	Iteration 11Q: 3 clusters Score -396376.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -396502.718750 Penalty: 842.076843
	Iteration 12Q: 3 clusters Score -396502.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -396594.968750 Penalty: 842.076843
	Iteration 13Q: 3 clusters Score -396595 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -396674.000000 Penalty: 842.076843
	Iteration 14Q: 3 clusters Score -396674 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -396717.562500 Penalty: 842.076843
	Iteration 15Q: 3 clusters Score -396717.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -396768.156250 Penalty: 842.076843
	Iteration 16Q: 3 clusters Score -396768.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -396814.937500 Penalty: 842.076843
	Iteration 17Q: 3 clusters Score -396814.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -396843.750000 Penalty: 842.076843
	Iteration 18Q: 3 clusters Score -396843.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -396862.375000 Penalty: 842.076843
	Iteration 19Q: 3 clusters Score -396862.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -396874.750000 Penalty: 842.076843
	Iteration 20F: 3 clusters Score -396874.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -396884.437500 Penalty: 842.076843
	Iteration 21Q: 3 clusters Score -396884.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -396895.406250 Penalty: 842.076843
	Iteration 22Q: 3 clusters Score -396895.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -396902.375000 Penalty: 842.076843
	Iteration 23Q: 3 clusters Score -396902.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -396910.562500 Penalty: 842.076843
	Iteration 24Q: 3 clusters Score -396910.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -396919.781250 Penalty: 842.076843
	Iteration 25Q: 3 clusters Score -396919.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -396925.687500 Penalty: 842.076843
	Iteration 26Q: 3 clusters Score -396925.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -396935.875000 Penalty: 842.076843
	Iteration 27Q: 3 clusters Score -396935.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -396945.937500 Penalty: 842.076843
	Iteration 28Q: 3 clusters Score -396945.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -396952.468750 Penalty: 842.076843
	Iteration 29Q: 3 clusters Score -396952.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -396958.375000 Penalty: 842.076843
	Iteration 30Q: 3 clusters Score -396958.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -396963.218750 Penalty: 842.076843
	Iteration 31Q: 3 clusters Score -396963.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -396967.968750 Penalty: 842.076843
	Iteration 32Q: 3 clusters Score -396968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -396971.781250 Penalty: 842.076843
	Iteration 33Q: 3 clusters Score -396971.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -396978.156250 Penalty: 842.076843
	Iteration 34Q: 3 clusters Score -396978.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -396987.906250 Penalty: 842.076843
	Iteration 35Q: 3 clusters Score -396987.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -396992.343750 Penalty: 842.076843
	Iteration 36Q: 3 clusters Score -396992.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -396996.031250 Penalty: 842.076843
	Iteration 37Q: 3 clusters Score -396996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -397000.218750 Penalty: 842.076843
	Iteration 38Q: 3 clusters Score -397000.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -397005.343750 Penalty: 842.076843
	Iteration 39Q: 3 clusters Score -397005.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -397008.750000 Penalty: 842.076843
	Iteration 40F: 3 clusters Score -397008.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -397011.406250 Penalty: 842.076843
	Iteration 41Q: 3 clusters Score -397011.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -397012.750000 Penalty: 842.076843
	Iteration 42Q: 3 clusters Score -397012.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -397013.500000 Penalty: 842.076843
	Iteration 43Q: 3 clusters Score -397013.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -397015.187500 Penalty: 842.076843
	Iteration 44Q: 3 clusters Score -397015.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -397014.937500 Penalty: 842.076843
	Iteration 45Q: 3 clusters Score -397014.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -397015.531250 Penalty: 842.076843
	Iteration 46Q: 3 clusters Score -397015.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -397016.156250 Penalty: 842.076843
	Iteration 47Q: 3 clusters Score -397016.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -397016.156250 Penalty: 842.076843
	Iteration 48F: 3 clusters Score -397016.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -12884.833984 Penalty: 280.430817
	Iteration 0F: 2 clusters Score -12884.83 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 228 members 
Entering Unmasked Estep 
Score: -12464.584961 Penalty: 560.861633
	Iteration 0F: 3 clusters Score -12464.58 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12666.264648 Penalty: 560.861633
	Iteration 1F: 3 clusters Score -12666.26 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12749.632812 Penalty: 560.861633
	Iteration 2F: 3 clusters Score -12749.63 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12803.138672 Penalty: 560.861633
	Iteration 3F: 3 clusters Score -12803.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12823.575195 Penalty: 560.861633
	Iteration 4Q: 3 clusters Score -12823.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12843.961914 Penalty: 560.861633
	Iteration 5Q: 3 clusters Score -12843.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12861.384766 Penalty: 560.861633
	Iteration 6Q: 3 clusters Score -12861.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12866.707031 Penalty: 560.861633
	Iteration 7Q: 3 clusters Score -12866.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12867.869141 Penalty: 560.861633
	Iteration 8Q: 3 clusters Score -12867.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12868.662109 Penalty: 560.861633
	Iteration 9Q: 3 clusters Score -12868.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12869.585938 Penalty: 560.861633
	Iteration 10Q: 3 clusters Score -12869.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12869.585938 Penalty: 560.861633
	Iteration 11F: 3 clusters Score -12869.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (589383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589383 members 
Entering Unmasked Estep 
Score: -22334934.000000 Penalty: 604.550842
	Iteration 0F: 2 clusters Score -2.233493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294700 members 
Mstep: Class 2 contains 294683 members 
Entering Unmasked Estep 
Score: -21936664.000000 Penalty: 1209.101685
	Iteration 0F: 3 clusters Score -2.193666e+07 nChanged 292045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312291 members 
Mstep: Class 2 contains 277092 members 
Entering Unmasked Estep 
Score: -22124814.000000 Penalty: 1209.101685
	Iteration 1F: 3 clusters Score -2.212481e+07 nChanged 34305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328018 members 
Mstep: Class 2 contains 261365 members 
Entering Unmasked Estep 
Score: -22140408.000000 Penalty: 1209.101685
	Iteration 2F: 3 clusters Score -2.214041e+07 nChanged 38677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346921 members 
Mstep: Class 2 contains 242462 members 
Entering Unmasked Estep 
Score: -22158546.000000 Penalty: 1209.101685
	Iteration 3F: 3 clusters Score -2.215855e+07 nChanged 37949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366426 members 
Mstep: Class 2 contains 222957 members 
Entering Unmasked Estep 
Score: -22175696.000000 Penalty: 1209.101685
	Iteration 4F: 3 clusters Score -2.21757e+07 nChanged 34239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385893 members 
Mstep: Class 2 contains 203490 members 
Entering Unmasked Estep 
Score: -22190332.000000 Penalty: 1209.101685
	Iteration 5F: 3 clusters Score -2.219033e+07 nChanged 30452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405475 members 
Mstep: Class 2 contains 183908 members 
Entering Unmasked Estep 
Score: -22203428.000000 Penalty: 1209.101685
	Iteration 6F: 3 clusters Score -2.220343e+07 nChanged 27652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425739 members 
Mstep: Class 2 contains 163644 members 
Entering Unmasked Estep 
Score: -22216242.000000 Penalty: 1209.101685
	Iteration 7Q: 3 clusters Score -2.221624e+07 nChanged 26092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447289 members 
Mstep: Class 2 contains 142094 members 
Entering Unmasked Estep 
Score: -22231112.000000 Penalty: 1209.101685
	Iteration 8Q: 3 clusters Score -2.223111e+07 nChanged 25042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469151 members 
Mstep: Class 2 contains 120232 members 
Entering Unmasked Estep 
Score: -22249246.000000 Penalty: 1209.101685
	Iteration 9Q: 3 clusters Score -2.224925e+07 nChanged 22702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488025 members 
Mstep: Class 2 contains 101358 members 
Entering Unmasked Estep 
Score: -22272718.000000 Penalty: 1209.101685
	Iteration 10Q: 3 clusters Score -2.227272e+07 nChanged 19206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499413 members 
Mstep: Class 2 contains 89970 members 
Entering Unmasked Estep 
Score: -22294508.000000 Penalty: 1209.101685
	Iteration 11Q: 3 clusters Score -2.229451e+07 nChanged 15257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503838 members 
Mstep: Class 2 contains 85545 members 
Entering Unmasked Estep 
Score: -22306954.000000 Penalty: 1209.101685
	Iteration 12Q: 3 clusters Score -2.230695e+07 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506157 members 
Mstep: Class 2 contains 83226 members 
Entering Unmasked Estep 
Score: -22313380.000000 Penalty: 1209.101685
	Iteration 13Q: 3 clusters Score -2.231338e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507483 members 
Mstep: Class 2 contains 81900 members 
Entering Unmasked Estep 
Score: -22317084.000000 Penalty: 1209.101685
	Iteration 14Q: 3 clusters Score -2.231708e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507945 members 
Mstep: Class 2 contains 81438 members 
Entering Unmasked Estep 
Score: -22318936.000000 Penalty: 1209.101685
	Iteration 15Q: 3 clusters Score -2.231894e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507782 members 
Mstep: Class 2 contains 81601 members 
Entering Unmasked Estep 
Score: -22319680.000000 Penalty: 1209.101685
	Iteration 16Q: 3 clusters Score -2.231968e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507368 members 
Mstep: Class 2 contains 82015 members 
Entering Unmasked Estep 
Score: -22320180.000000 Penalty: 1209.101685
	Iteration 17Q: 3 clusters Score -2.232018e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506843 members 
Mstep: Class 2 contains 82540 members 
Entering Unmasked Estep 
Score: -22320466.000000 Penalty: 1209.101685
	Iteration 18Q: 3 clusters Score -2.232047e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506183 members 
Mstep: Class 2 contains 83200 members 
Entering Unmasked Estep 
Score: -22320542.000000 Penalty: 1209.101685
	Iteration 19Q: 3 clusters Score -2.232054e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505483 members 
Mstep: Class 2 contains 83900 members 
Entering Unmasked Estep 
Score: -22320654.000000 Penalty: 1209.101685
	Iteration 20F: 3 clusters Score -2.232065e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504753 members 
Mstep: Class 2 contains 84630 members 
Entering Unmasked Estep 
Score: -22320726.000000 Penalty: 1209.101685
	Iteration 21Q: 3 clusters Score -2.232073e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504066 members 
Mstep: Class 2 contains 85317 members 
Entering Unmasked Estep 
Score: -22320730.000000 Penalty: 1209.101685
	Iteration 22Q: 3 clusters Score -2.232073e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503429 members 
Mstep: Class 2 contains 85954 members 
Entering Unmasked Estep 
Score: -22320698.000000 Penalty: 1209.101685
	Iteration 23Q: 3 clusters Score -2.23207e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502829 members 
Mstep: Class 2 contains 86554 members 
Entering Unmasked Estep 
Score: -22320678.000000 Penalty: 1209.101685
	Iteration 24Q: 3 clusters Score -2.232068e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502290 members 
Mstep: Class 2 contains 87093 members 
Entering Unmasked Estep 
Score: -22320750.000000 Penalty: 1209.101685
	Iteration 25Q: 3 clusters Score -2.232075e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501806 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -22320742.000000 Penalty: 1209.101685
	Iteration 26Q: 3 clusters Score -2.232074e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501347 members 
Mstep: Class 2 contains 88036 members 
Entering Unmasked Estep 
Score: -22320722.000000 Penalty: 1209.101685
	Iteration 27Q: 3 clusters Score -2.232072e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500909 members 
Mstep: Class 2 contains 88474 members 
Entering Unmasked Estep 
Score: -22320708.000000 Penalty: 1209.101685
	Iteration 28Q: 3 clusters Score -2.232071e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500514 members 
Mstep: Class 2 contains 88869 members 
Entering Unmasked Estep 
Score: -22320674.000000 Penalty: 1209.101685
	Iteration 29Q: 3 clusters Score -2.232067e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500148 members 
Mstep: Class 2 contains 89235 members 
Entering Unmasked Estep 
Score: -22320626.000000 Penalty: 1209.101685
	Iteration 30Q: 3 clusters Score -2.232063e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499790 members 
Mstep: Class 2 contains 89593 members 
Entering Unmasked Estep 
Score: -22320684.000000 Penalty: 1209.101685
	Iteration 31Q: 3 clusters Score -2.232068e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499482 members 
Mstep: Class 2 contains 89901 members 
Entering Unmasked Estep 
Score: -22320702.000000 Penalty: 1209.101685
	Iteration 32Q: 3 clusters Score -2.23207e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499208 members 
Mstep: Class 2 contains 90175 members 
Entering Unmasked Estep 
Score: -22320648.000000 Penalty: 1209.101685
	Iteration 33Q: 3 clusters Score -2.232065e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498918 members 
Mstep: Class 2 contains 90465 members 
Entering Unmasked Estep 
Score: -22320632.000000 Penalty: 1209.101685
	Iteration 34Q: 3 clusters Score -2.232063e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498660 members 
Mstep: Class 2 contains 90723 members 
Entering Unmasked Estep 
Score: -22320618.000000 Penalty: 1209.101685
	Iteration 35Q: 3 clusters Score -2.232062e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498430 members 
Mstep: Class 2 contains 90953 members 
Entering Unmasked Estep 
Score: -22320596.000000 Penalty: 1209.101685
	Iteration 36Q: 3 clusters Score -2.23206e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498226 members 
Mstep: Class 2 contains 91157 members 
Entering Unmasked Estep 
Score: -22320592.000000 Penalty: 1209.101685
	Iteration 37Q: 3 clusters Score -2.232059e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498038 members 
Mstep: Class 2 contains 91345 members 
Entering Unmasked Estep 
Score: -22320596.000000 Penalty: 1209.101685
	Iteration 38Q: 3 clusters Score -2.23206e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497871 members 
Mstep: Class 2 contains 91512 members 
Entering Unmasked Estep 
Score: -22320596.000000 Penalty: 1209.101685
	Iteration 39Q: 3 clusters Score -2.23206e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497709 members 
Mstep: Class 2 contains 91674 members 
Entering Unmasked Estep 
Score: -22320614.000000 Penalty: 1209.101685
	Iteration 40F: 3 clusters Score -2.232061e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497555 members 
Mstep: Class 2 contains 91828 members 
Entering Unmasked Estep 
Score: -22320610.000000 Penalty: 1209.101685
	Iteration 41Q: 3 clusters Score -2.232061e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497414 members 
Mstep: Class 2 contains 91969 members 
Entering Unmasked Estep 
Score: -22320598.000000 Penalty: 1209.101685
	Iteration 42Q: 3 clusters Score -2.23206e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497316 members 
Mstep: Class 2 contains 92067 members 
Entering Unmasked Estep 
Score: -22320578.000000 Penalty: 1209.101685
	Iteration 43Q: 3 clusters Score -2.232058e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497220 members 
Mstep: Class 2 contains 92163 members 
Entering Unmasked Estep 
Score: -22320536.000000 Penalty: 1209.101685
	Iteration 44Q: 3 clusters Score -2.232054e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497134 members 
Mstep: Class 2 contains 92249 members 
Entering Unmasked Estep 
Score: -22320550.000000 Penalty: 1209.101685
	Iteration 45Q: 3 clusters Score -2.232055e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497073 members 
Mstep: Class 2 contains 92310 members 
Entering Unmasked Estep 
Score: -22320546.000000 Penalty: 1209.101685
	Iteration 46Q: 3 clusters Score -2.232055e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497008 members 
Mstep: Class 2 contains 92375 members 
Entering Unmasked Estep 
Score: -22320528.000000 Penalty: 1209.101685
	Iteration 47Q: 3 clusters Score -2.232053e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496968 members 
Mstep: Class 2 contains 92415 members 
Entering Unmasked Estep 
Score: -22320564.000000 Penalty: 1209.101685
	Iteration 48Q: 3 clusters Score -2.232056e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496935 members 
Mstep: Class 2 contains 92448 members 
Entering Unmasked Estep 
Score: -22320552.000000 Penalty: 1209.101685
	Iteration 49Q: 3 clusters Score -2.232055e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496916 members 
Mstep: Class 2 contains 92467 members 
Entering Unmasked Estep 
Score: -22320556.000000 Penalty: 1209.101685
	Iteration 50Q: 3 clusters Score -2.232056e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496901 members 
Mstep: Class 2 contains 92482 members 
Entering Unmasked Estep 
Score: -22320536.000000 Penalty: 1209.101685
	Iteration 51Q: 3 clusters Score -2.232054e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496888 members 
Mstep: Class 2 contains 92495 members 
Entering Unmasked Estep 
Score: -22320544.000000 Penalty: 1209.101685
	Iteration 52Q: 3 clusters Score -2.232054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496876 members 
Mstep: Class 2 contains 92507 members 
Entering Unmasked Estep 
Score: -22320540.000000 Penalty: 1209.101685
	Iteration 53Q: 3 clusters Score -2.232054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496866 members 
Mstep: Class 2 contains 92517 members 
Entering Unmasked Estep 
Score: -22320518.000000 Penalty: 1209.101685
	Iteration 54Q: 3 clusters Score -2.232052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496858 members 
Mstep: Class 2 contains 92525 members 
Entering Unmasked Estep 
Score: -22320524.000000 Penalty: 1209.101685
	Iteration 55Q: 3 clusters Score -2.232052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496848 members 
Mstep: Class 2 contains 92535 members 
Entering Unmasked Estep 
Score: -22320530.000000 Penalty: 1209.101685
	Iteration 56Q: 3 clusters Score -2.232053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496842 members 
Mstep: Class 2 contains 92541 members 
Entering Unmasked Estep 
Score: -22320538.000000 Penalty: 1209.101685
	Iteration 57Q: 3 clusters Score -2.232054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496837 members 
Mstep: Class 2 contains 92546 members 
Entering Unmasked Estep 
Score: -22320534.000000 Penalty: 1209.101685
	Iteration 58Q: 3 clusters Score -2.232053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496827 members 
Mstep: Class 2 contains 92556 members 
Entering Unmasked Estep 
Score: -22320544.000000 Penalty: 1209.101685
	Iteration 59Q: 3 clusters Score -2.232054e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496816 members 
Mstep: Class 2 contains 92567 members 
Entering Unmasked Estep 
Score: -22320546.000000 Penalty: 1209.101685
	Iteration 60F: 3 clusters Score -2.232055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496807 members 
Mstep: Class 2 contains 92576 members 
Entering Unmasked Estep 
Score: -22320532.000000 Penalty: 1209.101685
	Iteration 61Q: 3 clusters Score -2.232053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496799 members 
Mstep: Class 2 contains 92584 members 
Entering Unmasked Estep 
Score: -22320530.000000 Penalty: 1209.101685
	Iteration 62Q: 3 clusters Score -2.232053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496794 members 
Mstep: Class 2 contains 92589 members 
Entering Unmasked Estep 
Score: -22320528.000000 Penalty: 1209.101685
	Iteration 63Q: 3 clusters Score -2.232053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496790 members 
Mstep: Class 2 contains 92593 members 
Entering Unmasked Estep 
Score: -22320530.000000 Penalty: 1209.101685
	Iteration 64Q: 3 clusters Score -2.232053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496787 members 
Mstep: Class 2 contains 92596 members 
Entering Unmasked Estep 
Score: -22320534.000000 Penalty: 1209.101685
	Iteration 65Q: 3 clusters Score -2.232053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496781 members 
Mstep: Class 2 contains 92602 members 
Entering Unmasked Estep 
Score: -22320536.000000 Penalty: 1209.101685
	Iteration 66Q: 3 clusters Score -2.232054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496779 members 
Mstep: Class 2 contains 92604 members 
Entering Unmasked Estep 
Score: -22320534.000000 Penalty: 1209.101685
	Iteration 67Q: 3 clusters Score -2.232053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496775 members 
Mstep: Class 2 contains 92608 members 
Entering Unmasked Estep 
Score: -22320540.000000 Penalty: 1209.101685
	Iteration 68Q: 3 clusters Score -2.232054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496773 members 
Mstep: Class 2 contains 92610 members 
Entering Unmasked Estep 
Score: -22320542.000000 Penalty: 1209.101685
	Iteration 69Q: 3 clusters Score -2.232054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496769 members 
Mstep: Class 2 contains 92614 members 
Entering Unmasked Estep 
Score: -22320536.000000 Penalty: 1209.101685
	Iteration 70Q: 3 clusters Score -2.232054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496766 members 
Mstep: Class 2 contains 92617 members 
Entering Unmasked Estep 
Score: -22320540.000000 Penalty: 1209.101685
	Iteration 71Q: 3 clusters Score -2.232054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496763 members 
Mstep: Class 2 contains 92620 members 
Entering Unmasked Estep 
Score: -22320546.000000 Penalty: 1209.101685
	Iteration 72Q: 3 clusters Score -2.232055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496761 members 
Mstep: Class 2 contains 92622 members 
Entering Unmasked Estep 
Score: -22320560.000000 Penalty: 1209.101685
	Iteration 73Q: 3 clusters Score -2.232056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496756 members 
Mstep: Class 2 contains 92627 members 
Entering Unmasked Estep 
Score: -22320544.000000 Penalty: 1209.101685
	Iteration 74Q: 3 clusters Score -2.232054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496752 members 
Mstep: Class 2 contains 92631 members 
Entering Unmasked Estep 
Score: -22320542.000000 Penalty: 1209.101685
	Iteration 75Q: 3 clusters Score -2.232054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496749 members 
Mstep: Class 2 contains 92634 members 
Entering Unmasked Estep 
Score: -22320548.000000 Penalty: 1209.101685
	Iteration 76Q: 3 clusters Score -2.232055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496746 members 
Mstep: Class 2 contains 92637 members 
Entering Unmasked Estep 
Score: -22320556.000000 Penalty: 1209.101685
	Iteration 77Q: 3 clusters Score -2.232056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496746 members 
Mstep: Class 2 contains 92637 members 
Entering Unmasked Estep 
Score: -22320556.000000 Penalty: 1209.101685
	Iteration 78F: 3 clusters Score -2.232056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Entering Unmasked Estep 
Score: -242420.375000 Penalty: 401.173553
	Iteration 0F: 2 clusters Score -242420.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -237916.218750 Penalty: 802.347107
	Iteration 0F: 3 clusters Score -237916.2 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -240038.218750 Penalty: 802.347107
	Iteration 1F: 3 clusters Score -240038.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -240358.796875 Penalty: 802.347107
	Iteration 2F: 3 clusters Score -240358.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -240639.390625 Penalty: 802.347107
	Iteration 3F: 3 clusters Score -240639.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -240872.578125 Penalty: 802.347107
	Iteration 4F: 3 clusters Score -240872.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -241056.687500 Penalty: 802.347107
	Iteration 5Q: 3 clusters Score -241056.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -241212.953125 Penalty: 802.347107
	Iteration 6Q: 3 clusters Score -241213 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -241372.562500 Penalty: 802.347107
	Iteration 7Q: 3 clusters Score -241372.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -241538.421875 Penalty: 802.347107
	Iteration 8Q: 3 clusters Score -241538.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -241679.781250 Penalty: 802.347107
	Iteration 9Q: 3 clusters Score -241679.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -241781.500000 Penalty: 802.347107
	Iteration 10Q: 3 clusters Score -241781.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -241850.437500 Penalty: 802.347107
	Iteration 11Q: 3 clusters Score -241850.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -241894.140625 Penalty: 802.347107
	Iteration 12Q: 3 clusters Score -241894.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -241934.078125 Penalty: 802.347107
	Iteration 13Q: 3 clusters Score -241934.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -241959.921875 Penalty: 802.347107
	Iteration 14Q: 3 clusters Score -241959.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -241984.953125 Penalty: 802.347107
	Iteration 15Q: 3 clusters Score -241985 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -242006.484375 Penalty: 802.347107
	Iteration 16Q: 3 clusters Score -242006.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -242022.015625 Penalty: 802.347107
	Iteration 17Q: 3 clusters Score -242022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -242030.640625 Penalty: 802.347107
	Iteration 18Q: 3 clusters Score -242030.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -242038.703125 Penalty: 802.347107
	Iteration 19Q: 3 clusters Score -242038.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -242044.796875 Penalty: 802.347107
	Iteration 20F: 3 clusters Score -242044.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -242050.687500 Penalty: 802.347107
	Iteration 21Q: 3 clusters Score -242050.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -242055.531250 Penalty: 802.347107
	Iteration 22Q: 3 clusters Score -242055.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -242061.500000 Penalty: 802.347107
	Iteration 23Q: 3 clusters Score -242061.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -242067.937500 Penalty: 802.347107
	Iteration 24Q: 3 clusters Score -242067.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -242075.125000 Penalty: 802.347107
	Iteration 25Q: 3 clusters Score -242075.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -242079.906250 Penalty: 802.347107
	Iteration 26Q: 3 clusters Score -242079.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -242084.000000 Penalty: 802.347107
	Iteration 27Q: 3 clusters Score -242084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -242085.015625 Penalty: 802.347107
	Iteration 28Q: 3 clusters Score -242085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -242085.390625 Penalty: 802.347107
	Iteration 29Q: 3 clusters Score -242085.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -242085.875000 Penalty: 802.347107
	Iteration 30Q: 3 clusters Score -242085.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -242085.875000 Penalty: 802.347107
	Iteration 31F: 3 clusters Score -242085.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Entering Unmasked Estep 
Score: -756328.812500 Penalty: 451.876251
	Iteration 0F: 2 clusters Score -756328.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -742644.437500 Penalty: 903.752502
	Iteration 0F: 3 clusters Score -742644.4 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -748440.187500 Penalty: 903.752502
	Iteration 1F: 3 clusters Score -748440.2 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -749070.000000 Penalty: 903.752502
	Iteration 2F: 3 clusters Score -749070 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -750085.500000 Penalty: 903.752502
	Iteration 3F: 3 clusters Score -750085.5 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -751374.687500 Penalty: 903.752502
	Iteration 4F: 3 clusters Score -751374.7 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -752557.125000 Penalty: 903.752502
	Iteration 5F: 3 clusters Score -752557.1 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -753234.937500 Penalty: 903.752502
	Iteration 6F: 3 clusters Score -753234.9 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -753570.187500 Penalty: 903.752502
	Iteration 7Q: 3 clusters Score -753570.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -753760.750000 Penalty: 903.752502
	Iteration 8Q: 3 clusters Score -753760.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -753927.375000 Penalty: 903.752502
	Iteration 9Q: 3 clusters Score -753927.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -754089.562500 Penalty: 903.752502
	Iteration 10Q: 3 clusters Score -754089.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -754281.625000 Penalty: 903.752502
	Iteration 11Q: 3 clusters Score -754281.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -754456.125000 Penalty: 903.752502
	Iteration 12Q: 3 clusters Score -754456.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -754633.812500 Penalty: 903.752502
	Iteration 13Q: 3 clusters Score -754633.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -754796.875000 Penalty: 903.752502
	Iteration 14Q: 3 clusters Score -754796.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -754972.187500 Penalty: 903.752502
	Iteration 15Q: 3 clusters Score -754972.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -755108.125000 Penalty: 903.752502
	Iteration 16Q: 3 clusters Score -755108.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -755208.375000 Penalty: 903.752502
	Iteration 17Q: 3 clusters Score -755208.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -755296.750000 Penalty: 903.752502
	Iteration 18Q: 3 clusters Score -755296.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -755374.312500 Penalty: 903.752502
	Iteration 19Q: 3 clusters Score -755374.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -755430.875000 Penalty: 903.752502
	Iteration 20F: 3 clusters Score -755430.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -755467.562500 Penalty: 903.752502
	Iteration 21Q: 3 clusters Score -755467.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -755498.562500 Penalty: 903.752502
	Iteration 22Q: 3 clusters Score -755498.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -755516.750000 Penalty: 903.752502
	Iteration 23Q: 3 clusters Score -755516.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -755536.625000 Penalty: 903.752502
	Iteration 24Q: 3 clusters Score -755536.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -755557.500000 Penalty: 903.752502
	Iteration 25Q: 3 clusters Score -755557.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -755574.875000 Penalty: 903.752502
	Iteration 26Q: 3 clusters Score -755574.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -755591.687500 Penalty: 903.752502
	Iteration 27Q: 3 clusters Score -755591.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -755604.000000 Penalty: 903.752502
	Iteration 28Q: 3 clusters Score -755604 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -755619.312500 Penalty: 903.752502
	Iteration 29Q: 3 clusters Score -755619.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -755630.125000 Penalty: 903.752502
	Iteration 30Q: 3 clusters Score -755630.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -755642.500000 Penalty: 903.752502
	Iteration 31Q: 3 clusters Score -755642.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -755654.500000 Penalty: 903.752502
	Iteration 32Q: 3 clusters Score -755654.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -755672.437500 Penalty: 903.752502
	Iteration 33Q: 3 clusters Score -755672.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -755686.812500 Penalty: 903.752502
	Iteration 34Q: 3 clusters Score -755686.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -755701.312500 Penalty: 903.752502
	Iteration 35Q: 3 clusters Score -755701.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -755712.687500 Penalty: 903.752502
	Iteration 36Q: 3 clusters Score -755712.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -755715.312500 Penalty: 903.752502
	Iteration 37Q: 3 clusters Score -755715.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -755719.875000 Penalty: 903.752502
	Iteration 38Q: 3 clusters Score -755719.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -755720.875000 Penalty: 903.752502
	Iteration 39Q: 3 clusters Score -755720.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -755726.500000 Penalty: 903.752502
	Iteration 40F: 3 clusters Score -755726.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -755735.375000 Penalty: 903.752502
	Iteration 41Q: 3 clusters Score -755735.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -755746.062500 Penalty: 903.752502
	Iteration 42Q: 3 clusters Score -755746.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -755752.437500 Penalty: 903.752502
	Iteration 43Q: 3 clusters Score -755752.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -755760.062500 Penalty: 903.752502
	Iteration 44Q: 3 clusters Score -755760.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -755767.437500 Penalty: 903.752502
	Iteration 45Q: 3 clusters Score -755767.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -755770.187500 Penalty: 903.752502
	Iteration 46Q: 3 clusters Score -755770.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -755774.625000 Penalty: 903.752502
	Iteration 47Q: 3 clusters Score -755774.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -755782.062500 Penalty: 903.752502
	Iteration 48Q: 3 clusters Score -755782.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -755783.750000 Penalty: 903.752502
	Iteration 49Q: 3 clusters Score -755783.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -755785.625000 Penalty: 903.752502
	Iteration 50Q: 3 clusters Score -755785.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -755790.125000 Penalty: 903.752502
	Iteration 51Q: 3 clusters Score -755790.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -755792.875000 Penalty: 903.752502
	Iteration 52Q: 3 clusters Score -755792.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -755794.750000 Penalty: 903.752502
	Iteration 53Q: 3 clusters Score -755794.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -755796.937500 Penalty: 903.752502
	Iteration 54Q: 3 clusters Score -755796.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -755803.812500 Penalty: 903.752502
	Iteration 55Q: 3 clusters Score -755803.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -755808.937500 Penalty: 903.752502
	Iteration 56Q: 3 clusters Score -755808.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -755819.250000 Penalty: 903.752502
	Iteration 57Q: 3 clusters Score -755819.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -755829.375000 Penalty: 903.752502
	Iteration 58Q: 3 clusters Score -755829.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -755837.250000 Penalty: 903.752502
	Iteration 59Q: 3 clusters Score -755837.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -755840.500000 Penalty: 903.752502
	Iteration 60F: 3 clusters Score -755840.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -755850.062500 Penalty: 903.752502
	Iteration 61Q: 3 clusters Score -755850.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -755858.125000 Penalty: 903.752502
	Iteration 62Q: 3 clusters Score -755858.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -755863.000000 Penalty: 903.752502
	Iteration 63Q: 3 clusters Score -755863 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -755870.875000 Penalty: 903.752502
	Iteration 64Q: 3 clusters Score -755870.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -755879.062500 Penalty: 903.752502
	Iteration 65Q: 3 clusters Score -755879.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -755881.500000 Penalty: 903.752502
	Iteration 66Q: 3 clusters Score -755881.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -755887.250000 Penalty: 903.752502
	Iteration 67Q: 3 clusters Score -755887.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -755888.937500 Penalty: 903.752502
	Iteration 68Q: 3 clusters Score -755888.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -755886.937500 Penalty: 903.752502
	Iteration 69Q: 3 clusters Score -755886.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -755890.625000 Penalty: 903.752502
	Iteration 70Q: 3 clusters Score -755890.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -755891.625000 Penalty: 903.752502
	Iteration 71Q: 3 clusters Score -755891.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -755892.625000 Penalty: 903.752502
	Iteration 72Q: 3 clusters Score -755892.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -755896.875000 Penalty: 903.752502
	Iteration 73Q: 3 clusters Score -755896.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -755899.187500 Penalty: 903.752502
	Iteration 74Q: 3 clusters Score -755899.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -755902.375000 Penalty: 903.752502
	Iteration 75Q: 3 clusters Score -755902.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -755903.937500 Penalty: 903.752502
	Iteration 76Q: 3 clusters Score -755903.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -755906.312500 Penalty: 903.752502
	Iteration 77Q: 3 clusters Score -755906.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -755908.500000 Penalty: 903.752502
	Iteration 78Q: 3 clusters Score -755908.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -755910.625000 Penalty: 903.752502
	Iteration 79Q: 3 clusters Score -755910.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -755913.625000 Penalty: 903.752502
	Iteration 80F: 3 clusters Score -755913.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -755917.437500 Penalty: 903.752502
	Iteration 81Q: 3 clusters Score -755917.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -755918.250000 Penalty: 903.752502
	Iteration 82Q: 3 clusters Score -755918.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -755918.750000 Penalty: 903.752502
	Iteration 83Q: 3 clusters Score -755918.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -755918.937500 Penalty: 903.752502
	Iteration 84Q: 3 clusters Score -755918.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -755922.937500 Penalty: 903.752502
	Iteration 85Q: 3 clusters Score -755922.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -755923.437500 Penalty: 903.752502
	Iteration 86Q: 3 clusters Score -755923.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -755926.125000 Penalty: 903.752502
	Iteration 87Q: 3 clusters Score -755926.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -755927.062500 Penalty: 903.752502
	Iteration 88Q: 3 clusters Score -755927.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -755930.000000 Penalty: 903.752502
	Iteration 89Q: 3 clusters Score -755930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -755932.000000 Penalty: 903.752502
	Iteration 90Q: 3 clusters Score -755932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -755933.687500 Penalty: 903.752502
	Iteration 91Q: 3 clusters Score -755933.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -755937.437500 Penalty: 903.752502
	Iteration 92Q: 3 clusters Score -755937.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -755937.000000 Penalty: 903.752502
	Iteration 93Q: 3 clusters Score -755937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -755938.750000 Penalty: 903.752502
	Iteration 94Q: 3 clusters Score -755938.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -755940.687500 Penalty: 903.752502
	Iteration 95Q: 3 clusters Score -755940.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -755942.187500 Penalty: 903.752502
	Iteration 96Q: 3 clusters Score -755942.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -755943.812500 Penalty: 903.752502
	Iteration 97Q: 3 clusters Score -755943.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -755947.312500 Penalty: 903.752502
	Iteration 98Q: 3 clusters Score -755947.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -755948.125000 Penalty: 903.752502
	Iteration 99Q: 3 clusters Score -755948.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -755951.312500 Penalty: 903.752502
	Iteration 100F: 3 clusters Score -755951.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -755954.125000 Penalty: 903.752502
	Iteration 101Q: 3 clusters Score -755954.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -755953.750000 Penalty: 903.752502
	Iteration 102Q: 3 clusters Score -755953.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -755962.187500 Penalty: 903.752502
	Iteration 103Q: 3 clusters Score -755962.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -755966.000000 Penalty: 903.752502
	Iteration 104Q: 3 clusters Score -755966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -755973.625000 Penalty: 903.752502
	Iteration 105Q: 3 clusters Score -755973.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -755981.875000 Penalty: 903.752502
	Iteration 106Q: 3 clusters Score -755981.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -755984.062500 Penalty: 903.752502
	Iteration 107Q: 3 clusters Score -755984.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -755988.750000 Penalty: 903.752502
	Iteration 108Q: 3 clusters Score -755988.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -755994.375000 Penalty: 903.752502
	Iteration 109Q: 3 clusters Score -755994.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -755997.500000 Penalty: 903.752502
	Iteration 110Q: 3 clusters Score -755997.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -756002.312500 Penalty: 903.752502
	Iteration 111Q: 3 clusters Score -756002.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -756004.000000 Penalty: 903.752502
	Iteration 112Q: 3 clusters Score -756004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -756006.750000 Penalty: 903.752502
	Iteration 113Q: 3 clusters Score -756006.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -756007.125000 Penalty: 903.752502
	Iteration 114Q: 3 clusters Score -756007.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -756009.437500 Penalty: 903.752502
	Iteration 115Q: 3 clusters Score -756009.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -756013.375000 Penalty: 903.752502
	Iteration 116Q: 3 clusters Score -756013.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -756027.187500 Penalty: 903.752502
	Iteration 117Q: 3 clusters Score -756027.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -756045.125000 Penalty: 903.752502
	Iteration 118Q: 3 clusters Score -756045.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -756063.000000 Penalty: 903.752502
	Iteration 119Q: 3 clusters Score -756063 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -756073.812500 Penalty: 903.752502
	Iteration 120F: 3 clusters Score -756073.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -756089.062500 Penalty: 903.752502
	Iteration 121Q: 3 clusters Score -756089.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -756107.875000 Penalty: 903.752502
	Iteration 122Q: 3 clusters Score -756107.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -756125.000000 Penalty: 903.752502
	Iteration 123Q: 3 clusters Score -756125 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -756147.125000 Penalty: 903.752502
	Iteration 124Q: 3 clusters Score -756147.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -756168.625000 Penalty: 903.752502
	Iteration 125Q: 3 clusters Score -756168.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -756193.062500 Penalty: 903.752502
	Iteration 126Q: 3 clusters Score -756193.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -756210.187500 Penalty: 903.752502
	Iteration 127Q: 3 clusters Score -756210.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -756225.000000 Penalty: 903.752502
	Iteration 128Q: 3 clusters Score -756225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -756232.375000 Penalty: 903.752502
	Iteration 129Q: 3 clusters Score -756232.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -756242.687500 Penalty: 903.752502
	Iteration 130Q: 3 clusters Score -756242.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -756248.875000 Penalty: 903.752502
	Iteration 131Q: 3 clusters Score -756248.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -756262.000000 Penalty: 903.752502
	Iteration 132Q: 3 clusters Score -756262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -756272.000000 Penalty: 903.752502
	Iteration 133Q: 3 clusters Score -756272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -756278.812500 Penalty: 903.752502
	Iteration 134Q: 3 clusters Score -756278.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -756290.000000 Penalty: 903.752502
	Iteration 135Q: 3 clusters Score -756290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -756301.812500 Penalty: 903.752502
	Iteration 136Q: 3 clusters Score -756301.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -756305.000000 Penalty: 903.752502
	Iteration 137Q: 3 clusters Score -756305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -756307.312500 Penalty: 903.752502
	Iteration 138Q: 3 clusters Score -756307.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -756307.312500 Penalty: 903.752502
	Iteration 139Q: 3 clusters Score -756307.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -756307.687500 Penalty: 903.752502
	Iteration 140F: 3 clusters Score -756307.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -756308.250000 Penalty: 903.752502
	Iteration 141Q: 3 clusters Score -756308.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -756308.562500 Penalty: 903.752502
	Iteration 142Q: 3 clusters Score -756308.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -756308.562500 Penalty: 903.752502
	Iteration 143F: 3 clusters Score -756308.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Entering Unmasked Estep 
Score: -149533.875000 Penalty: 378.067871
	Iteration 0F: 2 clusters Score -149533.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -146781.437500 Penalty: 756.135742
	Iteration 0F: 3 clusters Score -146781.4 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -147784.375000 Penalty: 756.135742
	Iteration 1F: 3 clusters Score -147784.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -147870.406250 Penalty: 756.135742
	Iteration 2F: 3 clusters Score -147870.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -147942.406250 Penalty: 756.135742
	Iteration 3Q: 3 clusters Score -147942.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -148014.812500 Penalty: 756.135742
	Iteration 4Q: 3 clusters Score -148014.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -148090.500000 Penalty: 756.135742
	Iteration 5Q: 3 clusters Score -148090.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -148155.640625 Penalty: 756.135742
	Iteration 6Q: 3 clusters Score -148155.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -148218.687500 Penalty: 756.135742
	Iteration 7Q: 3 clusters Score -148218.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -148286.125000 Penalty: 756.135742
	Iteration 8Q: 3 clusters Score -148286.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -148361.281250 Penalty: 756.135742
	Iteration 9Q: 3 clusters Score -148361.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -148446.140625 Penalty: 756.135742
	Iteration 10Q: 3 clusters Score -148446.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -148525.171875 Penalty: 756.135742
	Iteration 11Q: 3 clusters Score -148525.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -148606.703125 Penalty: 756.135742
	Iteration 12Q: 3 clusters Score -148606.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -148691.671875 Penalty: 756.135742
	Iteration 13Q: 3 clusters Score -148691.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -148764.453125 Penalty: 756.135742
	Iteration 14Q: 3 clusters Score -148764.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -148821.625000 Penalty: 756.135742
	Iteration 15Q: 3 clusters Score -148821.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -148866.859375 Penalty: 756.135742
	Iteration 16Q: 3 clusters Score -148866.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -148910.562500 Penalty: 756.135742
	Iteration 17Q: 3 clusters Score -148910.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -148959.156250 Penalty: 756.135742
	Iteration 18Q: 3 clusters Score -148959.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -149012.421875 Penalty: 756.135742
	Iteration 19Q: 3 clusters Score -149012.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -149061.656250 Penalty: 756.135742
	Iteration 20F: 3 clusters Score -149061.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -149099.734375 Penalty: 756.135742
	Iteration 21Q: 3 clusters Score -149099.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -149129.578125 Penalty: 756.135742
	Iteration 22Q: 3 clusters Score -149129.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -149151.296875 Penalty: 756.135742
	Iteration 23Q: 3 clusters Score -149151.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -149164.890625 Penalty: 756.135742
	Iteration 24Q: 3 clusters Score -149164.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -149175.375000 Penalty: 756.135742
	Iteration 25Q: 3 clusters Score -149175.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -149184.859375 Penalty: 756.135742
	Iteration 26Q: 3 clusters Score -149184.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -149191.734375 Penalty: 756.135742
	Iteration 27Q: 3 clusters Score -149191.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -149198.046875 Penalty: 756.135742
	Iteration 28Q: 3 clusters Score -149198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -149203.093750 Penalty: 756.135742
	Iteration 29Q: 3 clusters Score -149203.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -149207.734375 Penalty: 756.135742
	Iteration 30Q: 3 clusters Score -149207.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -149211.296875 Penalty: 756.135742
	Iteration 31Q: 3 clusters Score -149211.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -149215.187500 Penalty: 756.135742
	Iteration 32Q: 3 clusters Score -149215.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -149216.406250 Penalty: 756.135742
	Iteration 33Q: 3 clusters Score -149216.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -149219.734375 Penalty: 756.135742
	Iteration 34Q: 3 clusters Score -149219.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -149222.296875 Penalty: 756.135742
	Iteration 35Q: 3 clusters Score -149222.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -149224.437500 Penalty: 756.135742
	Iteration 36Q: 3 clusters Score -149224.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -149225.531250 Penalty: 756.135742
	Iteration 37Q: 3 clusters Score -149225.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -149225.531250 Penalty: 756.135742
	Iteration 38F: 3 clusters Score -149225.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Entering Unmasked Estep 
Score: -36428.125000 Penalty: 316.305634
	Iteration 0F: 2 clusters Score -36428.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -35592.019531 Penalty: 632.611267
	Iteration 0F: 3 clusters Score -35592.02 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -35882.210938 Penalty: 632.611267
	Iteration 1F: 3 clusters Score -35882.21 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -35965.800781 Penalty: 632.611267
	Iteration 2F: 3 clusters Score -35965.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -36037.214844 Penalty: 632.611267
	Iteration 3F: 3 clusters Score -36037.21 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -36099.359375 Penalty: 632.611267
	Iteration 4F: 3 clusters Score -36099.36 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -36166.421875 Penalty: 632.611267
	Iteration 5F: 3 clusters Score -36166.42 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -36209.972656 Penalty: 632.611267
	Iteration 6Q: 3 clusters Score -36209.97 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -36232.648438 Penalty: 632.611267
	Iteration 7Q: 3 clusters Score -36232.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -36243.175781 Penalty: 632.611267
	Iteration 8Q: 3 clusters Score -36243.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -36247.902344 Penalty: 632.611267
	Iteration 9Q: 3 clusters Score -36247.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -36251.535156 Penalty: 632.611267
	Iteration 10Q: 3 clusters Score -36251.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -36253.937500 Penalty: 632.611267
	Iteration 11Q: 3 clusters Score -36253.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -36256.792969 Penalty: 632.611267
	Iteration 12Q: 3 clusters Score -36256.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36259.421875 Penalty: 632.611267
	Iteration 13Q: 3 clusters Score -36259.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36260.804688 Penalty: 632.611267
	Iteration 14Q: 3 clusters Score -36260.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36261.296875 Penalty: 632.611267
	Iteration 15Q: 3 clusters Score -36261.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -36261.347656 Penalty: 632.611267
	Iteration 16Q: 3 clusters Score -36261.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -36261.675781 Penalty: 632.611267
	Iteration 17Q: 3 clusters Score -36261.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -36261.792969 Penalty: 632.611267
	Iteration 18Q: 3 clusters Score -36261.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -36261.792969 Penalty: 632.611267
	Iteration 19F: 3 clusters Score -36261.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Entering Unmasked Estep 
Score: -119062.906250 Penalty: 369.269806
	Iteration 0F: 2 clusters Score -119062.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -116750.234375 Penalty: 738.539612
	Iteration 0F: 3 clusters Score -116750.2 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -117564.484375 Penalty: 738.539612
	Iteration 1F: 3 clusters Score -117564.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -117677.164062 Penalty: 738.539612
	Iteration 2F: 3 clusters Score -117677.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -117788.335938 Penalty: 738.539612
	Iteration 3F: 3 clusters Score -117788.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -117908.921875 Penalty: 738.539612
	Iteration 4F: 3 clusters Score -117908.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -118028.554688 Penalty: 738.539612
	Iteration 5F: 3 clusters Score -118028.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -118122.015625 Penalty: 738.539612
	Iteration 6Q: 3 clusters Score -118122 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -118186.203125 Penalty: 738.539612
	Iteration 7Q: 3 clusters Score -118186.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -118241.414062 Penalty: 738.539612
	Iteration 8Q: 3 clusters Score -118241.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -118290.101562 Penalty: 738.539612
	Iteration 9Q: 3 clusters Score -118290.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -118325.554688 Penalty: 738.539612
	Iteration 10Q: 3 clusters Score -118325.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -118356.656250 Penalty: 738.539612
	Iteration 11Q: 3 clusters Score -118356.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -118383.757812 Penalty: 738.539612
	Iteration 12Q: 3 clusters Score -118383.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -118410.367188 Penalty: 738.539612
	Iteration 13Q: 3 clusters Score -118410.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -118432.929688 Penalty: 738.539612
	Iteration 14Q: 3 clusters Score -118432.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -118453.968750 Penalty: 738.539612
	Iteration 15Q: 3 clusters Score -118454 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -118468.718750 Penalty: 738.539612
	Iteration 16Q: 3 clusters Score -118468.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -118486.265625 Penalty: 738.539612
	Iteration 17Q: 3 clusters Score -118486.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -118507.031250 Penalty: 738.539612
	Iteration 18Q: 3 clusters Score -118507 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -118524.859375 Penalty: 738.539612
	Iteration 19Q: 3 clusters Score -118524.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -118542.953125 Penalty: 738.539612
	Iteration 20F: 3 clusters Score -118543 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -118558.679688 Penalty: 738.539612
	Iteration 21Q: 3 clusters Score -118558.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -118580.031250 Penalty: 738.539612
	Iteration 22Q: 3 clusters Score -118580 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -118596.265625 Penalty: 738.539612
	Iteration 23Q: 3 clusters Score -118596.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -118608.117188 Penalty: 738.539612
	Iteration 24Q: 3 clusters Score -118608.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -118622.609375 Penalty: 738.539612
	Iteration 25Q: 3 clusters Score -118622.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -118632.921875 Penalty: 738.539612
	Iteration 26Q: 3 clusters Score -118632.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -118642.570312 Penalty: 738.539612
	Iteration 27Q: 3 clusters Score -118642.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -118650.265625 Penalty: 738.539612
	Iteration 28Q: 3 clusters Score -118650.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -118656.750000 Penalty: 738.539612
	Iteration 29Q: 3 clusters Score -118656.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -118661.789062 Penalty: 738.539612
	Iteration 30Q: 3 clusters Score -118661.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -118667.554688 Penalty: 738.539612
	Iteration 31Q: 3 clusters Score -118667.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -118672.445312 Penalty: 738.539612
	Iteration 32Q: 3 clusters Score -118672.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -118675.164062 Penalty: 738.539612
	Iteration 33Q: 3 clusters Score -118675.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -118677.601562 Penalty: 738.539612
	Iteration 34Q: 3 clusters Score -118677.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -118680.960938 Penalty: 738.539612
	Iteration 35Q: 3 clusters Score -118681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -118683.757812 Penalty: 738.539612
	Iteration 36Q: 3 clusters Score -118683.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -118684.867188 Penalty: 738.539612
	Iteration 37Q: 3 clusters Score -118684.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -118685.867188 Penalty: 738.539612
	Iteration 38Q: 3 clusters Score -118685.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -118686.000000 Penalty: 738.539612
	Iteration 39Q: 3 clusters Score -118686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -118686.000000 Penalty: 738.539612
	Iteration 40F: 3 clusters Score -118686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Entering Unmasked Estep 
Score: -278880.718750 Penalty: 406.959229
	Iteration 0F: 2 clusters Score -278880.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -273772.187500 Penalty: 813.918457
	Iteration 0F: 3 clusters Score -273772.2 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -275981.718750 Penalty: 813.918457
	Iteration 1F: 3 clusters Score -275981.7 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -276331.156250 Penalty: 813.918457
	Iteration 2F: 3 clusters Score -276331.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -276759.906250 Penalty: 813.918457
	Iteration 3F: 3 clusters Score -276759.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -277121.031250 Penalty: 813.918457
	Iteration 4F: 3 clusters Score -277121 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -277378.843750 Penalty: 813.918457
	Iteration 5F: 3 clusters Score -277378.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -277576.843750 Penalty: 813.918457
	Iteration 6Q: 3 clusters Score -277576.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -277743.875000 Penalty: 813.918457
	Iteration 7Q: 3 clusters Score -277743.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -277860.187500 Penalty: 813.918457
	Iteration 8Q: 3 clusters Score -277860.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -277951.875000 Penalty: 813.918457
	Iteration 9Q: 3 clusters Score -277951.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -278039.781250 Penalty: 813.918457
	Iteration 10Q: 3 clusters Score -278039.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -278120.968750 Penalty: 813.918457
	Iteration 11Q: 3 clusters Score -278121 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -278182.062500 Penalty: 813.918457
	Iteration 12Q: 3 clusters Score -278182.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -278237.531250 Penalty: 813.918457
	Iteration 13Q: 3 clusters Score -278237.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -278301.250000 Penalty: 813.918457
	Iteration 14Q: 3 clusters Score -278301.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -278361.031250 Penalty: 813.918457
	Iteration 15Q: 3 clusters Score -278361 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -278408.156250 Penalty: 813.918457
	Iteration 16Q: 3 clusters Score -278408.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -278450.625000 Penalty: 813.918457
	Iteration 17Q: 3 clusters Score -278450.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -278484.562500 Penalty: 813.918457
	Iteration 18Q: 3 clusters Score -278484.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -278522.093750 Penalty: 813.918457
	Iteration 19Q: 3 clusters Score -278522.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -278549.687500 Penalty: 813.918457
	Iteration 20F: 3 clusters Score -278549.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -278571.062500 Penalty: 813.918457
	Iteration 21Q: 3 clusters Score -278571.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -278591.062500 Penalty: 813.918457
	Iteration 22Q: 3 clusters Score -278591.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -278615.656250 Penalty: 813.918457
	Iteration 23Q: 3 clusters Score -278615.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -278642.937500 Penalty: 813.918457
	Iteration 24Q: 3 clusters Score -278642.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -278673.437500 Penalty: 813.918457
	Iteration 25Q: 3 clusters Score -278673.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -278714.000000 Penalty: 813.918457
	Iteration 26Q: 3 clusters Score -278714 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -278751.187500 Penalty: 813.918457
	Iteration 27Q: 3 clusters Score -278751.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -278776.687500 Penalty: 813.918457
	Iteration 28Q: 3 clusters Score -278776.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -278793.562500 Penalty: 813.918457
	Iteration 29Q: 3 clusters Score -278793.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -278800.875000 Penalty: 813.918457
	Iteration 30Q: 3 clusters Score -278800.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -278806.312500 Penalty: 813.918457
	Iteration 31Q: 3 clusters Score -278806.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -278810.281250 Penalty: 813.918457
	Iteration 32Q: 3 clusters Score -278810.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -278810.625000 Penalty: 813.918457
	Iteration 33Q: 3 clusters Score -278810.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -278810.843750 Penalty: 813.918457
	Iteration 34Q: 3 clusters Score -278810.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -278811.531250 Penalty: 813.918457
	Iteration 35Q: 3 clusters Score -278811.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -278811.531250 Penalty: 813.918457
	Iteration 36F: 3 clusters Score -278811.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (559095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559095 members 
Entering Unmasked Estep 
Score: -21571856.000000 Penalty: 602.150391
	Iteration 0F: 2 clusters Score -2.157186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279256 members 
Mstep: Class 2 contains 279839 members 
Entering Unmasked Estep 
Score: -21220068.000000 Penalty: 1204.300781
	Iteration 0F: 3 clusters Score -2.122007e+07 nChanged 276947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241023 members 
Mstep: Class 2 contains 318072 members 
Entering Unmasked Estep 
Score: -21395982.000000 Penalty: 1204.300781
	Iteration 1F: 3 clusters Score -2.139598e+07 nChanged 36330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213841 members 
Mstep: Class 2 contains 345254 members 
Entering Unmasked Estep 
Score: -21413562.000000 Penalty: 1204.300781
	Iteration 2F: 3 clusters Score -2.141356e+07 nChanged 42615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180260 members 
Mstep: Class 2 contains 378835 members 
Entering Unmasked Estep 
Score: -21436274.000000 Penalty: 1204.300781
	Iteration 3F: 3 clusters Score -2.143627e+07 nChanged 43042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144546 members 
Mstep: Class 2 contains 414549 members 
Entering Unmasked Estep 
Score: -21458130.000000 Penalty: 1204.300781
	Iteration 4F: 3 clusters Score -2.145813e+07 nChanged 38975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111049 members 
Mstep: Class 2 contains 448046 members 
Entering Unmasked Estep 
Score: -21478284.000000 Penalty: 1204.300781
	Iteration 5F: 3 clusters Score -2.147828e+07 nChanged 31615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82770 members 
Mstep: Class 2 contains 476325 members 
Entering Unmasked Estep 
Score: -21501458.000000 Penalty: 1204.300781
	Iteration 6F: 3 clusters Score -2.150146e+07 nChanged 23428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61604 members 
Mstep: Class 2 contains 497491 members 
Entering Unmasked Estep 
Score: -21523966.000000 Penalty: 1204.300781
	Iteration 7Q: 3 clusters Score -2.152397e+07 nChanged 15256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 509229 members 
Entering Unmasked Estep 
Score: -21540414.000000 Penalty: 1204.300781
	Iteration 8Q: 3 clusters Score -2.154041e+07 nChanged 10876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 513493 members 
Entering Unmasked Estep 
Score: -21548986.000000 Penalty: 1204.300781
	Iteration 9Q: 3 clusters Score -2.154899e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 515637 members 
Entering Unmasked Estep 
Score: -21552418.000000 Penalty: 1204.300781
	Iteration 10Q: 3 clusters Score -2.155242e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 517803 members 
Entering Unmasked Estep 
Score: -21554178.000000 Penalty: 1204.300781
	Iteration 11Q: 3 clusters Score -2.155418e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 519977 members 
Entering Unmasked Estep 
Score: -21555520.000000 Penalty: 1204.300781
	Iteration 12Q: 3 clusters Score -2.155552e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 522076 members 
Entering Unmasked Estep 
Score: -21556852.000000 Penalty: 1204.300781
	Iteration 13Q: 3 clusters Score -2.155685e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 524166 members 
Entering Unmasked Estep 
Score: -21558130.000000 Penalty: 1204.300781
	Iteration 14Q: 3 clusters Score -2.155813e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 526207 members 
Entering Unmasked Estep 
Score: -21559294.000000 Penalty: 1204.300781
	Iteration 15Q: 3 clusters Score -2.155929e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 528105 members 
Entering Unmasked Estep 
Score: -21560280.000000 Penalty: 1204.300781
	Iteration 16Q: 3 clusters Score -2.156028e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 529926 members 
Entering Unmasked Estep 
Score: -21561202.000000 Penalty: 1204.300781
	Iteration 17Q: 3 clusters Score -2.15612e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 531598 members 
Entering Unmasked Estep 
Score: -21561930.000000 Penalty: 1204.300781
	Iteration 18Q: 3 clusters Score -2.156193e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 533199 members 
Entering Unmasked Estep 
Score: -21562640.000000 Penalty: 1204.300781
	Iteration 19Q: 3 clusters Score -2.156264e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 534720 members 
Entering Unmasked Estep 
Score: -21563344.000000 Penalty: 1204.300781
	Iteration 20F: 3 clusters Score -2.156334e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 536194 members 
Entering Unmasked Estep 
Score: -21564134.000000 Penalty: 1204.300781
	Iteration 21Q: 3 clusters Score -2.156413e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 537587 members 
Entering Unmasked Estep 
Score: -21564628.000000 Penalty: 1204.300781
	Iteration 22Q: 3 clusters Score -2.156463e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 538880 members 
Entering Unmasked Estep 
Score: -21565232.000000 Penalty: 1204.300781
	Iteration 23Q: 3 clusters Score -2.156523e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 540136 members 
Entering Unmasked Estep 
Score: -21565656.000000 Penalty: 1204.300781
	Iteration 24Q: 3 clusters Score -2.156566e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 541276 members 
Entering Unmasked Estep 
Score: -21565984.000000 Penalty: 1204.300781
	Iteration 25Q: 3 clusters Score -2.156598e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 542339 members 
Entering Unmasked Estep 
Score: -21566416.000000 Penalty: 1204.300781
	Iteration 26Q: 3 clusters Score -2.156642e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 543341 members 
Entering Unmasked Estep 
Score: -21566828.000000 Penalty: 1204.300781
	Iteration 27Q: 3 clusters Score -2.156683e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 544247 members 
Entering Unmasked Estep 
Score: -21567128.000000 Penalty: 1204.300781
	Iteration 28Q: 3 clusters Score -2.156713e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 545107 members 
Entering Unmasked Estep 
Score: -21567530.000000 Penalty: 1204.300781
	Iteration 29Q: 3 clusters Score -2.156753e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 545900 members 
Entering Unmasked Estep 
Score: -21567902.000000 Penalty: 1204.300781
	Iteration 30Q: 3 clusters Score -2.15679e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 546641 members 
Entering Unmasked Estep 
Score: -21568144.000000 Penalty: 1204.300781
	Iteration 31Q: 3 clusters Score -2.156814e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 547352 members 
Entering Unmasked Estep 
Score: -21568244.000000 Penalty: 1204.300781
	Iteration 32Q: 3 clusters Score -2.156824e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 547987 members 
Entering Unmasked Estep 
Score: -21568366.000000 Penalty: 1204.300781
	Iteration 33Q: 3 clusters Score -2.156837e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 548588 members 
Entering Unmasked Estep 
Score: -21568564.000000 Penalty: 1204.300781
	Iteration 34Q: 3 clusters Score -2.156856e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 549165 members 
Entering Unmasked Estep 
Score: -21568664.000000 Penalty: 1204.300781
	Iteration 35Q: 3 clusters Score -2.156866e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 549685 members 
Entering Unmasked Estep 
Score: -21568906.000000 Penalty: 1204.300781
	Iteration 36Q: 3 clusters Score -2.156891e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 550192 members 
Entering Unmasked Estep 
Score: -21569030.000000 Penalty: 1204.300781
	Iteration 37Q: 3 clusters Score -2.156903e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 550665 members 
Entering Unmasked Estep 
Score: -21569178.000000 Penalty: 1204.300781
	Iteration 38Q: 3 clusters Score -2.156918e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 551083 members 
Entering Unmasked Estep 
Score: -21569290.000000 Penalty: 1204.300781
	Iteration 39Q: 3 clusters Score -2.156929e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 551471 members 
Entering Unmasked Estep 
Score: -21569454.000000 Penalty: 1204.300781
	Iteration 40F: 3 clusters Score -2.156945e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 551834 members 
Entering Unmasked Estep 
Score: -21569472.000000 Penalty: 1204.300781
	Iteration 41Q: 3 clusters Score -2.156947e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 552185 members 
Entering Unmasked Estep 
Score: -21569560.000000 Penalty: 1204.300781
	Iteration 42Q: 3 clusters Score -2.156956e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 552523 members 
Entering Unmasked Estep 
Score: -21569668.000000 Penalty: 1204.300781
	Iteration 43Q: 3 clusters Score -2.156967e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 552832 members 
Entering Unmasked Estep 
Score: -21569778.000000 Penalty: 1204.300781
	Iteration 44Q: 3 clusters Score -2.156978e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 553095 members 
Entering Unmasked Estep 
Score: -21569868.000000 Penalty: 1204.300781
	Iteration 45Q: 3 clusters Score -2.156987e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 553349 members 
Entering Unmasked Estep 
Score: -21570018.000000 Penalty: 1204.300781
	Iteration 46Q: 3 clusters Score -2.157002e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 553580 members 
Entering Unmasked Estep 
Score: -21570098.000000 Penalty: 1204.300781
	Iteration 47Q: 3 clusters Score -2.15701e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 553802 members 
Entering Unmasked Estep 
Score: -21570200.000000 Penalty: 1204.300781
	Iteration 48Q: 3 clusters Score -2.15702e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 553995 members 
Entering Unmasked Estep 
Score: -21570286.000000 Penalty: 1204.300781
	Iteration 49Q: 3 clusters Score -2.157029e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 554183 members 
Entering Unmasked Estep 
Score: -21570342.000000 Penalty: 1204.300781
	Iteration 50Q: 3 clusters Score -2.157034e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 554370 members 
Entering Unmasked Estep 
Score: -21570366.000000 Penalty: 1204.300781
	Iteration 51Q: 3 clusters Score -2.157037e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 554543 members 
Entering Unmasked Estep 
Score: -21570446.000000 Penalty: 1204.300781
	Iteration 52Q: 3 clusters Score -2.157045e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 554722 members 
Entering Unmasked Estep 
Score: -21570524.000000 Penalty: 1204.300781
	Iteration 53Q: 3 clusters Score -2.157052e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 554897 members 
Entering Unmasked Estep 
Score: -21570544.000000 Penalty: 1204.300781
	Iteration 54Q: 3 clusters Score -2.157054e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 555066 members 
Entering Unmasked Estep 
Score: -21570624.000000 Penalty: 1204.300781
	Iteration 55Q: 3 clusters Score -2.157062e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 555218 members 
Entering Unmasked Estep 
Score: -21570724.000000 Penalty: 1204.300781
	Iteration 56Q: 3 clusters Score -2.157072e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 555351 members 
Entering Unmasked Estep 
Score: -21570788.000000 Penalty: 1204.300781
	Iteration 57Q: 3 clusters Score -2.157079e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 555480 members 
Entering Unmasked Estep 
Score: -21570858.000000 Penalty: 1204.300781
	Iteration 58Q: 3 clusters Score -2.157086e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 555589 members 
Entering Unmasked Estep 
Score: -21570904.000000 Penalty: 1204.300781
	Iteration 59Q: 3 clusters Score -2.15709e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 555691 members 
Entering Unmasked Estep 
Score: -21570946.000000 Penalty: 1204.300781
	Iteration 60F: 3 clusters Score -2.157095e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 555769 members 
Entering Unmasked Estep 
Score: -21570966.000000 Penalty: 1204.300781
	Iteration 61Q: 3 clusters Score -2.157097e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 555826 members 
Entering Unmasked Estep 
Score: -21570986.000000 Penalty: 1204.300781
	Iteration 62Q: 3 clusters Score -2.157099e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 555883 members 
Entering Unmasked Estep 
Score: -21571002.000000 Penalty: 1204.300781
	Iteration 63Q: 3 clusters Score -2.1571e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 555929 members 
Entering Unmasked Estep 
Score: -21571030.000000 Penalty: 1204.300781
	Iteration 64Q: 3 clusters Score -2.157103e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 555967 members 
Entering Unmasked Estep 
Score: -21571042.000000 Penalty: 1204.300781
	Iteration 65Q: 3 clusters Score -2.157104e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 556013 members 
Entering Unmasked Estep 
Score: -21571040.000000 Penalty: 1204.300781
	Iteration 66Q: 3 clusters Score -2.157104e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 556067 members 
Entering Unmasked Estep 
Score: -21571060.000000 Penalty: 1204.300781
	Iteration 67Q: 3 clusters Score -2.157106e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 556125 members 
Entering Unmasked Estep 
Score: -21571064.000000 Penalty: 1204.300781
	Iteration 68Q: 3 clusters Score -2.157106e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 556174 members 
Entering Unmasked Estep 
Score: -21571034.000000 Penalty: 1204.300781
	Iteration 69Q: 3 clusters Score -2.157103e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 556214 members 
Entering Unmasked Estep 
Score: -21571046.000000 Penalty: 1204.300781
	Iteration 70Q: 3 clusters Score -2.157105e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 556237 members 
Entering Unmasked Estep 
Score: -21571068.000000 Penalty: 1204.300781
	Iteration 71Q: 3 clusters Score -2.157107e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 556256 members 
Entering Unmasked Estep 
Score: -21571068.000000 Penalty: 1204.300781
	Iteration 72Q: 3 clusters Score -2.157107e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 556263 members 
Entering Unmasked Estep 
Score: -21571076.000000 Penalty: 1204.300781
	Iteration 73Q: 3 clusters Score -2.157108e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 556277 members 
Entering Unmasked Estep 
Score: -21571100.000000 Penalty: 1204.300781
	Iteration 74Q: 3 clusters Score -2.15711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 556285 members 
Entering Unmasked Estep 
Score: -21571104.000000 Penalty: 1204.300781
	Iteration 75Q: 3 clusters Score -2.15711e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 556298 members 
Entering Unmasked Estep 
Score: -21571114.000000 Penalty: 1204.300781
	Iteration 76Q: 3 clusters Score -2.157111e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 556309 members 
Entering Unmasked Estep 
Score: -21571118.000000 Penalty: 1204.300781
	Iteration 77Q: 3 clusters Score -2.157112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 556315 members 
Entering Unmasked Estep 
Score: -21571100.000000 Penalty: 1204.300781
	Iteration 78Q: 3 clusters Score -2.15711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 556320 members 
Entering Unmasked Estep 
Score: -21571114.000000 Penalty: 1204.300781
	Iteration 79Q: 3 clusters Score -2.157111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 556327 members 
Entering Unmasked Estep 
Score: -21571110.000000 Penalty: 1204.300781
	Iteration 80F: 3 clusters Score -2.157111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 556335 members 
Entering Unmasked Estep 
Score: -21571116.000000 Penalty: 1204.300781
	Iteration 81Q: 3 clusters Score -2.157112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 556346 members 
Entering Unmasked Estep 
Score: -21571098.000000 Penalty: 1204.300781
	Iteration 82Q: 3 clusters Score -2.15711e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 556361 members 
Entering Unmasked Estep 
Score: -21571130.000000 Penalty: 1204.300781
	Iteration 83Q: 3 clusters Score -2.157113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 556376 members 
Entering Unmasked Estep 
Score: -21571134.000000 Penalty: 1204.300781
	Iteration 84Q: 3 clusters Score -2.157113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 556385 members 
Entering Unmasked Estep 
Score: -21571152.000000 Penalty: 1204.300781
	Iteration 85Q: 3 clusters Score -2.157115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 556392 members 
Entering Unmasked Estep 
Score: -21571160.000000 Penalty: 1204.300781
	Iteration 86Q: 3 clusters Score -2.157116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 556394 members 
Entering Unmasked Estep 
Score: -21571162.000000 Penalty: 1204.300781
	Iteration 87Q: 3 clusters Score -2.157116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 556396 members 
Entering Unmasked Estep 
Score: -21571150.000000 Penalty: 1204.300781
	Iteration 88Q: 3 clusters Score -2.157115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 556396 members 
Entering Unmasked Estep 
Score: -21571150.000000 Penalty: 1204.300781
	Iteration 89F: 3 clusters Score -2.157115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Entering Unmasked Estep 
Score: -405664.093750 Penalty: 423.634033
	Iteration 0F: 2 clusters Score -405664.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -398242.625000 Penalty: 847.268066
	Iteration 0F: 3 clusters Score -398242.6 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -401314.312500 Penalty: 847.268066
	Iteration 1F: 3 clusters Score -401314.3 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -401802.656250 Penalty: 847.268066
	Iteration 2F: 3 clusters Score -401802.7 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -402472.750000 Penalty: 847.268066
	Iteration 3F: 3 clusters Score -402472.8 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -403267.156250 Penalty: 847.268066
	Iteration 4F: 3 clusters Score -403267.2 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -403968.937500 Penalty: 847.268066
	Iteration 5F: 3 clusters Score -403968.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -404452.812500 Penalty: 847.268066
	Iteration 6F: 3 clusters Score -404452.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -404793.656250 Penalty: 847.268066
	Iteration 7Q: 3 clusters Score -404793.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -405028.625000 Penalty: 847.268066
	Iteration 8Q: 3 clusters Score -405028.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -405167.593750 Penalty: 847.268066
	Iteration 9Q: 3 clusters Score -405167.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -405229.593750 Penalty: 847.268066
	Iteration 10Q: 3 clusters Score -405229.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -405269.718750 Penalty: 847.268066
	Iteration 11Q: 3 clusters Score -405269.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -405280.625000 Penalty: 847.268066
	Iteration 12Q: 3 clusters Score -405280.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -405288.468750 Penalty: 847.268066
	Iteration 13Q: 3 clusters Score -405288.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -405290.500000 Penalty: 847.268066
	Iteration 14Q: 3 clusters Score -405290.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -405291.812500 Penalty: 847.268066
	Iteration 15Q: 3 clusters Score -405291.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -405293.250000 Penalty: 847.268066
	Iteration 16Q: 3 clusters Score -405293.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -405295.906250 Penalty: 847.268066
	Iteration 17Q: 3 clusters Score -405295.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -405298.812500 Penalty: 847.268066
	Iteration 18Q: 3 clusters Score -405298.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -405300.875000 Penalty: 847.268066
	Iteration 19Q: 3 clusters Score -405300.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -405300.875000 Penalty: 847.268066
	Iteration 20F: 3 clusters Score -405300.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Entering Unmasked Estep 
Score: -260746.734375 Penalty: 402.932678
	Iteration 0F: 2 clusters Score -260746.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -256004.562500 Penalty: 805.865356
	Iteration 0F: 3 clusters Score -256004.6 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -258001.906250 Penalty: 805.865356
	Iteration 1F: 3 clusters Score -258001.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -258314.640625 Penalty: 805.865356
	Iteration 2F: 3 clusters Score -258314.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -258673.484375 Penalty: 805.865356
	Iteration 3F: 3 clusters Score -258673.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -259004.390625 Penalty: 805.865356
	Iteration 4F: 3 clusters Score -259004.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -259242.578125 Penalty: 805.865356
	Iteration 5F: 3 clusters Score -259242.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -259345.500000 Penalty: 805.865356
	Iteration 6Q: 3 clusters Score -259345.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -259390.578125 Penalty: 805.865356
	Iteration 7Q: 3 clusters Score -259390.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -259419.500000 Penalty: 805.865356
	Iteration 8Q: 3 clusters Score -259419.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -259439.718750 Penalty: 805.865356
	Iteration 9Q: 3 clusters Score -259439.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -259456.312500 Penalty: 805.865356
	Iteration 10Q: 3 clusters Score -259456.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -259473.453125 Penalty: 805.865356
	Iteration 11Q: 3 clusters Score -259473.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -259488.984375 Penalty: 805.865356
	Iteration 12Q: 3 clusters Score -259489 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -259514.875000 Penalty: 805.865356
	Iteration 13Q: 3 clusters Score -259514.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -259545.421875 Penalty: 805.865356
	Iteration 14Q: 3 clusters Score -259545.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -259572.859375 Penalty: 805.865356
	Iteration 15Q: 3 clusters Score -259572.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -259599.406250 Penalty: 805.865356
	Iteration 16Q: 3 clusters Score -259599.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -259621.171875 Penalty: 805.865356
	Iteration 17Q: 3 clusters Score -259621.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -259638.500000 Penalty: 805.865356
	Iteration 18Q: 3 clusters Score -259638.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -259654.015625 Penalty: 805.865356
	Iteration 19Q: 3 clusters Score -259654 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -259673.171875 Penalty: 805.865356
	Iteration 20F: 3 clusters Score -259673.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -259689.031250 Penalty: 805.865356
	Iteration 21Q: 3 clusters Score -259689 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -259703.234375 Penalty: 805.865356
	Iteration 22Q: 3 clusters Score -259703.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -259721.921875 Penalty: 805.865356
	Iteration 23Q: 3 clusters Score -259721.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -259744.078125 Penalty: 805.865356
	Iteration 24Q: 3 clusters Score -259744.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -259758.984375 Penalty: 805.865356
	Iteration 25Q: 3 clusters Score -259759 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -259773.234375 Penalty: 805.865356
	Iteration 26Q: 3 clusters Score -259773.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -259790.328125 Penalty: 805.865356
	Iteration 27Q: 3 clusters Score -259790.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -259806.750000 Penalty: 805.865356
	Iteration 28Q: 3 clusters Score -259806.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -259823.781250 Penalty: 805.865356
	Iteration 29Q: 3 clusters Score -259823.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -259837.656250 Penalty: 805.865356
	Iteration 30Q: 3 clusters Score -259837.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -259857.562500 Penalty: 805.865356
	Iteration 31Q: 3 clusters Score -259857.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -259899.484375 Penalty: 805.865356
	Iteration 32Q: 3 clusters Score -259899.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -259960.531250 Penalty: 805.865356
	Iteration 33Q: 3 clusters Score -259960.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -260018.421875 Penalty: 805.865356
	Iteration 34Q: 3 clusters Score -260018.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -260079.468750 Penalty: 805.865356
	Iteration 35Q: 3 clusters Score -260079.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -260122.312500 Penalty: 805.865356
	Iteration 36Q: 3 clusters Score -260122.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -260145.421875 Penalty: 805.865356
	Iteration 37Q: 3 clusters Score -260145.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -260158.515625 Penalty: 805.865356
	Iteration 38Q: 3 clusters Score -260158.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -260171.062500 Penalty: 805.865356
	Iteration 39Q: 3 clusters Score -260171.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -260191.093750 Penalty: 805.865356
	Iteration 40F: 3 clusters Score -260191.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -260208.937500 Penalty: 805.865356
	Iteration 41Q: 3 clusters Score -260208.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -260224.500000 Penalty: 805.865356
	Iteration 42Q: 3 clusters Score -260224.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -260237.953125 Penalty: 805.865356
	Iteration 43Q: 3 clusters Score -260238 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -260249.343750 Penalty: 805.865356
	Iteration 44Q: 3 clusters Score -260249.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -260261.843750 Penalty: 805.865356
	Iteration 45Q: 3 clusters Score -260261.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -260272.921875 Penalty: 805.865356
	Iteration 46Q: 3 clusters Score -260272.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -260282.187500 Penalty: 805.865356
	Iteration 47Q: 3 clusters Score -260282.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -260291.562500 Penalty: 805.865356
	Iteration 48Q: 3 clusters Score -260291.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -260298.796875 Penalty: 805.865356
	Iteration 49Q: 3 clusters Score -260298.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -260302.812500 Penalty: 805.865356
	Iteration 50Q: 3 clusters Score -260302.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -260307.609375 Penalty: 805.865356
	Iteration 51Q: 3 clusters Score -260307.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -260312.812500 Penalty: 805.865356
	Iteration 52Q: 3 clusters Score -260312.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -260317.703125 Penalty: 805.865356
	Iteration 53Q: 3 clusters Score -260317.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -260324.421875 Penalty: 805.865356
	Iteration 54Q: 3 clusters Score -260324.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -260329.968750 Penalty: 805.865356
	Iteration 55Q: 3 clusters Score -260330 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -260337.312500 Penalty: 805.865356
	Iteration 56Q: 3 clusters Score -260337.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -260345.421875 Penalty: 805.865356
	Iteration 57Q: 3 clusters Score -260345.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -260353.281250 Penalty: 805.865356
	Iteration 58Q: 3 clusters Score -260353.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -260362.531250 Penalty: 805.865356
	Iteration 59Q: 3 clusters Score -260362.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -260369.156250 Penalty: 805.865356
	Iteration 60F: 3 clusters Score -260369.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -260378.125000 Penalty: 805.865356
	Iteration 61Q: 3 clusters Score -260378.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -260387.484375 Penalty: 805.865356
	Iteration 62Q: 3 clusters Score -260387.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -260397.359375 Penalty: 805.865356
	Iteration 63Q: 3 clusters Score -260397.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -260404.281250 Penalty: 805.865356
	Iteration 64Q: 3 clusters Score -260404.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -260408.328125 Penalty: 805.865356
	Iteration 65Q: 3 clusters Score -260408.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -260411.640625 Penalty: 805.865356
	Iteration 66Q: 3 clusters Score -260411.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -260415.296875 Penalty: 805.865356
	Iteration 67Q: 3 clusters Score -260415.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -260418.062500 Penalty: 805.865356
	Iteration 68Q: 3 clusters Score -260418.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -260418.984375 Penalty: 805.865356
	Iteration 69Q: 3 clusters Score -260419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -260421.890625 Penalty: 805.865356
	Iteration 70Q: 3 clusters Score -260421.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -260423.359375 Penalty: 805.865356
	Iteration 71Q: 3 clusters Score -260423.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -260424.265625 Penalty: 805.865356
	Iteration 72Q: 3 clusters Score -260424.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -260425.625000 Penalty: 805.865356
	Iteration 73Q: 3 clusters Score -260425.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -260426.125000 Penalty: 805.865356
	Iteration 74Q: 3 clusters Score -260426.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -260427.875000 Penalty: 805.865356
	Iteration 75Q: 3 clusters Score -260427.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -260429.062500 Penalty: 805.865356
	Iteration 76Q: 3 clusters Score -260429.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -260428.937500 Penalty: 805.865356
	Iteration 77Q: 3 clusters Score -260428.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -260429.453125 Penalty: 805.865356
	Iteration 78Q: 3 clusters Score -260429.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -260430.750000 Penalty: 805.865356
	Iteration 79Q: 3 clusters Score -260430.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -260431.125000 Penalty: 805.865356
	Iteration 80F: 3 clusters Score -260431.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -260431.781250 Penalty: 805.865356
	Iteration 81Q: 3 clusters Score -260431.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -260431.484375 Penalty: 805.865356
	Iteration 82Q: 3 clusters Score -260431.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -260432.296875 Penalty: 805.865356
	Iteration 83Q: 3 clusters Score -260432.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -260432.781250 Penalty: 805.865356
	Iteration 84Q: 3 clusters Score -260432.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -260433.234375 Penalty: 805.865356
	Iteration 85Q: 3 clusters Score -260433.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -260434.234375 Penalty: 805.865356
	Iteration 86Q: 3 clusters Score -260434.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -260435.140625 Penalty: 805.865356
	Iteration 87Q: 3 clusters Score -260435.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -260436.468750 Penalty: 805.865356
	Iteration 88Q: 3 clusters Score -260436.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -260439.343750 Penalty: 805.865356
	Iteration 89Q: 3 clusters Score -260439.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -260439.718750 Penalty: 805.865356
	Iteration 90Q: 3 clusters Score -260439.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -260442.125000 Penalty: 805.865356
	Iteration 91Q: 3 clusters Score -260442.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -260443.453125 Penalty: 805.865356
	Iteration 92Q: 3 clusters Score -260443.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -260443.828125 Penalty: 805.865356
	Iteration 93Q: 3 clusters Score -260443.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -260443.937500 Penalty: 805.865356
	Iteration 94Q: 3 clusters Score -260443.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -260444.562500 Penalty: 805.865356
	Iteration 95Q: 3 clusters Score -260444.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -260445.828125 Penalty: 805.865356
	Iteration 96Q: 3 clusters Score -260445.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -260446.343750 Penalty: 805.865356
	Iteration 97Q: 3 clusters Score -260446.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -260446.625000 Penalty: 805.865356
	Iteration 98Q: 3 clusters Score -260446.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -260446.890625 Penalty: 805.865356
	Iteration 99Q: 3 clusters Score -260446.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -260447.343750 Penalty: 805.865356
	Iteration 100F: 3 clusters Score -260447.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -260447.421875 Penalty: 805.865356
	Iteration 101Q: 3 clusters Score -260447.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -260447.796875 Penalty: 805.865356
	Iteration 102Q: 3 clusters Score -260447.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -260447.687500 Penalty: 805.865356
	Iteration 103Q: 3 clusters Score -260447.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -260448.343750 Penalty: 805.865356
	Iteration 104Q: 3 clusters Score -260448.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -260448.875000 Penalty: 805.865356
	Iteration 105Q: 3 clusters Score -260448.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -260448.718750 Penalty: 805.865356
	Iteration 106Q: 3 clusters Score -260448.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -260448.906250 Penalty: 805.865356
	Iteration 107Q: 3 clusters Score -260448.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -260448.453125 Penalty: 805.865356
	Iteration 108Q: 3 clusters Score -260448.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -260449.046875 Penalty: 805.865356
	Iteration 109Q: 3 clusters Score -260449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -260449.703125 Penalty: 805.865356
	Iteration 110Q: 3 clusters Score -260449.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -260449.765625 Penalty: 805.865356
	Iteration 111Q: 3 clusters Score -260449.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -260449.796875 Penalty: 805.865356
	Iteration 112Q: 3 clusters Score -260449.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -260450.468750 Penalty: 805.865356
	Iteration 113Q: 3 clusters Score -260450.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -260450.546875 Penalty: 805.865356
	Iteration 114Q: 3 clusters Score -260450.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -260451.562500 Penalty: 805.865356
	Iteration 115Q: 3 clusters Score -260451.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -260452.093750 Penalty: 805.865356
	Iteration 116Q: 3 clusters Score -260452.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -260452.343750 Penalty: 805.865356
	Iteration 117Q: 3 clusters Score -260452.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -260452.140625 Penalty: 805.865356
	Iteration 118Q: 3 clusters Score -260452.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -260453.421875 Penalty: 805.865356
	Iteration 119Q: 3 clusters Score -260453.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -260453.234375 Penalty: 805.865356
	Iteration 120F: 3 clusters Score -260453.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -260453.296875 Penalty: 805.865356
	Iteration 121Q: 3 clusters Score -260453.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -260453.000000 Penalty: 805.865356
	Iteration 122Q: 3 clusters Score -260453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -260453.328125 Penalty: 805.865356
	Iteration 123Q: 3 clusters Score -260453.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -260453.328125 Penalty: 805.865356
	Iteration 124F: 3 clusters Score -260453.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Entering Unmasked Estep 
Score: -115932.828125 Penalty: 366.567444
	Iteration 0F: 2 clusters Score -115932.8 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 1516 members 
Entering Unmasked Estep 
Score: -113756.273438 Penalty: 733.134888
	Iteration 0F: 3 clusters Score -113756.3 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -114579.320312 Penalty: 733.134888
	Iteration 1F: 3 clusters Score -114579.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -114757.445312 Penalty: 733.134888
	Iteration 2F: 3 clusters Score -114757.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -114967.968750 Penalty: 733.134888
	Iteration 3F: 3 clusters Score -114968 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -115168.515625 Penalty: 733.134888
	Iteration 4F: 3 clusters Score -115168.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -115358.101562 Penalty: 733.134888
	Iteration 5F: 3 clusters Score -115358.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -115554.203125 Penalty: 733.134888
	Iteration 6F: 3 clusters Score -115554.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -115661.734375 Penalty: 733.134888
	Iteration 7Q: 3 clusters Score -115661.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -115724.367188 Penalty: 733.134888
	Iteration 8Q: 3 clusters Score -115724.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -115769.429688 Penalty: 733.134888
	Iteration 9Q: 3 clusters Score -115769.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -115793.742188 Penalty: 733.134888
	Iteration 10Q: 3 clusters Score -115793.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -115806.148438 Penalty: 733.134888
	Iteration 11Q: 3 clusters Score -115806.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -115817.007812 Penalty: 733.134888
	Iteration 12Q: 3 clusters Score -115817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -115824.828125 Penalty: 733.134888
	Iteration 13Q: 3 clusters Score -115824.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -115830.593750 Penalty: 733.134888
	Iteration 14Q: 3 clusters Score -115830.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -115832.242188 Penalty: 733.134888
	Iteration 15Q: 3 clusters Score -115832.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -115832.812500 Penalty: 733.134888
	Iteration 16Q: 3 clusters Score -115832.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -115832.968750 Penalty: 733.134888
	Iteration 17Q: 3 clusters Score -115833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -115833.796875 Penalty: 733.134888
	Iteration 18Q: 3 clusters Score -115833.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -115835.867188 Penalty: 733.134888
	Iteration 19Q: 3 clusters Score -115835.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -115837.203125 Penalty: 733.134888
	Iteration 20F: 3 clusters Score -115837.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -115838.539062 Penalty: 733.134888
	Iteration 21Q: 3 clusters Score -115838.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -115840.062500 Penalty: 733.134888
	Iteration 22Q: 3 clusters Score -115840.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -115840.734375 Penalty: 733.134888
	Iteration 23Q: 3 clusters Score -115840.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -115840.734375 Penalty: 733.134888
	Iteration 24F: 3 clusters Score -115840.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Entering Unmasked Estep 
Score: -425934.500000 Penalty: 426.927979
	Iteration 0F: 2 clusters Score -425934.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -418017.406250 Penalty: 853.855957
	Iteration 0F: 3 clusters Score -418017.4 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -421533.718750 Penalty: 853.855957
	Iteration 1F: 3 clusters Score -421533.7 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -421987.531250 Penalty: 853.855957
	Iteration 2F: 3 clusters Score -421987.5 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -422526.031250 Penalty: 853.855957
	Iteration 3F: 3 clusters Score -422526 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -423017.343750 Penalty: 853.855957
	Iteration 4F: 3 clusters Score -423017.3 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -423442.000000 Penalty: 853.855957
	Iteration 5F: 3 clusters Score -423442 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -423844.531250 Penalty: 853.855957
	Iteration 6F: 3 clusters Score -423844.5 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -424147.750000 Penalty: 853.855957
	Iteration 7Q: 3 clusters Score -424147.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -424417.562500 Penalty: 853.855957
	Iteration 8Q: 3 clusters Score -424417.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -424655.843750 Penalty: 853.855957
	Iteration 9Q: 3 clusters Score -424655.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -424858.312500 Penalty: 853.855957
	Iteration 10Q: 3 clusters Score -424858.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -425000.218750 Penalty: 853.855957
	Iteration 11Q: 3 clusters Score -425000.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -425084.781250 Penalty: 853.855957
	Iteration 12Q: 3 clusters Score -425084.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -425155.156250 Penalty: 853.855957
	Iteration 13Q: 3 clusters Score -425155.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -425213.781250 Penalty: 853.855957
	Iteration 14Q: 3 clusters Score -425213.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -425256.781250 Penalty: 853.855957
	Iteration 15Q: 3 clusters Score -425256.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -425284.312500 Penalty: 853.855957
	Iteration 16Q: 3 clusters Score -425284.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -425305.343750 Penalty: 853.855957
	Iteration 17Q: 3 clusters Score -425305.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -425325.437500 Penalty: 853.855957
	Iteration 18Q: 3 clusters Score -425325.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -425348.875000 Penalty: 853.855957
	Iteration 19Q: 3 clusters Score -425348.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -425369.937500 Penalty: 853.855957
	Iteration 20F: 3 clusters Score -425369.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -425391.625000 Penalty: 853.855957
	Iteration 21Q: 3 clusters Score -425391.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -425413.437500 Penalty: 853.855957
	Iteration 22Q: 3 clusters Score -425413.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -425436.500000 Penalty: 853.855957
	Iteration 23Q: 3 clusters Score -425436.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -425458.000000 Penalty: 853.855957
	Iteration 24Q: 3 clusters Score -425458 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -425469.843750 Penalty: 853.855957
	Iteration 25Q: 3 clusters Score -425469.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -425480.000000 Penalty: 853.855957
	Iteration 26Q: 3 clusters Score -425480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -425494.031250 Penalty: 853.855957
	Iteration 27Q: 3 clusters Score -425494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -425508.687500 Penalty: 853.855957
	Iteration 28Q: 3 clusters Score -425508.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -425519.562500 Penalty: 853.855957
	Iteration 29Q: 3 clusters Score -425519.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -425533.531250 Penalty: 853.855957
	Iteration 30Q: 3 clusters Score -425533.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -425550.312500 Penalty: 853.855957
	Iteration 31Q: 3 clusters Score -425550.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -425564.812500 Penalty: 853.855957
	Iteration 32Q: 3 clusters Score -425564.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -425574.250000 Penalty: 853.855957
	Iteration 33Q: 3 clusters Score -425574.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -425579.406250 Penalty: 853.855957
	Iteration 34Q: 3 clusters Score -425579.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -425584.718750 Penalty: 853.855957
	Iteration 35Q: 3 clusters Score -425584.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -425590.937500 Penalty: 853.855957
	Iteration 36Q: 3 clusters Score -425590.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -425596.156250 Penalty: 853.855957
	Iteration 37Q: 3 clusters Score -425596.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -425600.625000 Penalty: 853.855957
	Iteration 38Q: 3 clusters Score -425600.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -425603.812500 Penalty: 853.855957
	Iteration 39Q: 3 clusters Score -425603.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -425605.125000 Penalty: 853.855957
	Iteration 40F: 3 clusters Score -425605.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -425605.718750 Penalty: 853.855957
	Iteration 41Q: 3 clusters Score -425605.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -425607.031250 Penalty: 853.855957
	Iteration 42Q: 3 clusters Score -425607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -425609.437500 Penalty: 853.855957
	Iteration 43Q: 3 clusters Score -425609.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -425611.187500 Penalty: 853.855957
	Iteration 44Q: 3 clusters Score -425611.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -425612.062500 Penalty: 853.855957
	Iteration 45Q: 3 clusters Score -425612.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -425612.062500 Penalty: 853.855957
	Iteration 46F: 3 clusters Score -425612.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Entering Unmasked Estep 
Score: -241479.468750 Penalty: 402.021912
	Iteration 0F: 2 clusters Score -241479.5 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 3467 members 
Entering Unmasked Estep 
Score: -236897.281250 Penalty: 804.043823
	Iteration 0F: 3 clusters Score -236897.3 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -238631.671875 Penalty: 804.043823
	Iteration 1F: 3 clusters Score -238631.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -238798.015625 Penalty: 804.043823
	Iteration 2F: 3 clusters Score -238798 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -238996.218750 Penalty: 804.043823
	Iteration 3F: 3 clusters Score -238996.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -239249.500000 Penalty: 804.043823
	Iteration 4F: 3 clusters Score -239249.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -239543.687500 Penalty: 804.043823
	Iteration 5F: 3 clusters Score -239543.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -239882.687500 Penalty: 804.043823
	Iteration 6F: 3 clusters Score -239882.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -240231.656250 Penalty: 804.043823
	Iteration 7F: 3 clusters Score -240231.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -240445.953125 Penalty: 804.043823
	Iteration 8Q: 3 clusters Score -240446 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -240552.859375 Penalty: 804.043823
	Iteration 9Q: 3 clusters Score -240552.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -240619.750000 Penalty: 804.043823
	Iteration 10Q: 3 clusters Score -240619.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -240669.703125 Penalty: 804.043823
	Iteration 11Q: 3 clusters Score -240669.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -240703.437500 Penalty: 804.043823
	Iteration 12Q: 3 clusters Score -240703.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -240729.421875 Penalty: 804.043823
	Iteration 13Q: 3 clusters Score -240729.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -240748.578125 Penalty: 804.043823
	Iteration 14Q: 3 clusters Score -240748.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -240762.656250 Penalty: 804.043823
	Iteration 15Q: 3 clusters Score -240762.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -240773.656250 Penalty: 804.043823
	Iteration 16Q: 3 clusters Score -240773.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -240784.812500 Penalty: 804.043823
	Iteration 17Q: 3 clusters Score -240784.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -240797.343750 Penalty: 804.043823
	Iteration 18Q: 3 clusters Score -240797.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -240815.093750 Penalty: 804.043823
	Iteration 19Q: 3 clusters Score -240815.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -240831.468750 Penalty: 804.043823
	Iteration 20F: 3 clusters Score -240831.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -240853.609375 Penalty: 804.043823
	Iteration 21Q: 3 clusters Score -240853.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -240882.546875 Penalty: 804.043823
	Iteration 22Q: 3 clusters Score -240882.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -240913.031250 Penalty: 804.043823
	Iteration 23Q: 3 clusters Score -240913 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -240937.328125 Penalty: 804.043823
	Iteration 24Q: 3 clusters Score -240937.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -240960.734375 Penalty: 804.043823
	Iteration 25Q: 3 clusters Score -240960.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -240985.640625 Penalty: 804.043823
	Iteration 26Q: 3 clusters Score -240985.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -241007.656250 Penalty: 804.043823
	Iteration 27Q: 3 clusters Score -241007.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -241028.140625 Penalty: 804.043823
	Iteration 28Q: 3 clusters Score -241028.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -241048.046875 Penalty: 804.043823
	Iteration 29Q: 3 clusters Score -241048 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -241064.921875 Penalty: 804.043823
	Iteration 30Q: 3 clusters Score -241064.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -241077.375000 Penalty: 804.043823
	Iteration 31Q: 3 clusters Score -241077.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -241084.609375 Penalty: 804.043823
	Iteration 32Q: 3 clusters Score -241084.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -241088.312500 Penalty: 804.043823
	Iteration 33Q: 3 clusters Score -241088.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -241093.359375 Penalty: 804.043823
	Iteration 34Q: 3 clusters Score -241093.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -241095.328125 Penalty: 804.043823
	Iteration 35Q: 3 clusters Score -241095.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -241097.921875 Penalty: 804.043823
	Iteration 36Q: 3 clusters Score -241097.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -241098.390625 Penalty: 804.043823
	Iteration 37Q: 3 clusters Score -241098.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -241101.031250 Penalty: 804.043823
	Iteration 38Q: 3 clusters Score -241101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -241104.031250 Penalty: 804.043823
	Iteration 39Q: 3 clusters Score -241104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -241106.671875 Penalty: 804.043823
	Iteration 40F: 3 clusters Score -241106.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -241109.875000 Penalty: 804.043823
	Iteration 41Q: 3 clusters Score -241109.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -241112.906250 Penalty: 804.043823
	Iteration 42Q: 3 clusters Score -241112.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -241115.640625 Penalty: 804.043823
	Iteration 43Q: 3 clusters Score -241115.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -241118.250000 Penalty: 804.043823
	Iteration 44Q: 3 clusters Score -241118.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -241119.328125 Penalty: 804.043823
	Iteration 45Q: 3 clusters Score -241119.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -241119.953125 Penalty: 804.043823
	Iteration 46Q: 3 clusters Score -241120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -241122.390625 Penalty: 804.043823
	Iteration 47Q: 3 clusters Score -241122.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -241124.828125 Penalty: 804.043823
	Iteration 48Q: 3 clusters Score -241124.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -241128.156250 Penalty: 804.043823
	Iteration 49Q: 3 clusters Score -241128.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -241130.203125 Penalty: 804.043823
	Iteration 50Q: 3 clusters Score -241130.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -241131.859375 Penalty: 804.043823
	Iteration 51Q: 3 clusters Score -241131.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -241135.765625 Penalty: 804.043823
	Iteration 52Q: 3 clusters Score -241135.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -241140.031250 Penalty: 804.043823
	Iteration 53Q: 3 clusters Score -241140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -241144.234375 Penalty: 804.043823
	Iteration 54Q: 3 clusters Score -241144.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -241147.890625 Penalty: 804.043823
	Iteration 55Q: 3 clusters Score -241147.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -241151.015625 Penalty: 804.043823
	Iteration 56Q: 3 clusters Score -241151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -241154.546875 Penalty: 804.043823
	Iteration 57Q: 3 clusters Score -241154.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -241157.281250 Penalty: 804.043823
	Iteration 58Q: 3 clusters Score -241157.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -241159.531250 Penalty: 804.043823
	Iteration 59Q: 3 clusters Score -241159.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -241163.578125 Penalty: 804.043823
	Iteration 60F: 3 clusters Score -241163.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -241165.515625 Penalty: 804.043823
	Iteration 61Q: 3 clusters Score -241165.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -241167.828125 Penalty: 804.043823
	Iteration 62Q: 3 clusters Score -241167.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -241170.875000 Penalty: 804.043823
	Iteration 63Q: 3 clusters Score -241170.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -241171.328125 Penalty: 804.043823
	Iteration 64Q: 3 clusters Score -241171.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -241172.171875 Penalty: 804.043823
	Iteration 65Q: 3 clusters Score -241172.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -241172.171875 Penalty: 804.043823
	Iteration 66F: 3 clusters Score -241172.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Entering Unmasked Estep 
Score: -366128.218750 Penalty: 418.888123
	Iteration 0F: 2 clusters Score -366128.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -359456.218750 Penalty: 837.776245
	Iteration 0F: 3 clusters Score -359456.2 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -362345.875000 Penalty: 837.776245
	Iteration 1F: 3 clusters Score -362345.9 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -362792.250000 Penalty: 837.776245
	Iteration 2F: 3 clusters Score -362792.2 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -363334.250000 Penalty: 837.776245
	Iteration 3F: 3 clusters Score -363334.2 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -363808.156250 Penalty: 837.776245
	Iteration 4F: 3 clusters Score -363808.2 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -364199.687500 Penalty: 837.776245
	Iteration 5F: 3 clusters Score -364199.7 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -364497.687500 Penalty: 837.776245
	Iteration 6F: 3 clusters Score -364497.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -364701.062500 Penalty: 837.776245
	Iteration 7Q: 3 clusters Score -364701.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -364841.156250 Penalty: 837.776245
	Iteration 8Q: 3 clusters Score -364841.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -364954.718750 Penalty: 837.776245
	Iteration 9Q: 3 clusters Score -364954.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -365062.875000 Penalty: 837.776245
	Iteration 10Q: 3 clusters Score -365062.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -365175.531250 Penalty: 837.776245
	Iteration 11Q: 3 clusters Score -365175.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -365256.375000 Penalty: 837.776245
	Iteration 12Q: 3 clusters Score -365256.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -365317.218750 Penalty: 837.776245
	Iteration 13Q: 3 clusters Score -365317.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -365381.937500 Penalty: 837.776245
	Iteration 14Q: 3 clusters Score -365381.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -365435.437500 Penalty: 837.776245
	Iteration 15Q: 3 clusters Score -365435.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -365479.812500 Penalty: 837.776245
	Iteration 16Q: 3 clusters Score -365479.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -365513.562500 Penalty: 837.776245
	Iteration 17Q: 3 clusters Score -365513.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -365562.968750 Penalty: 837.776245
	Iteration 18Q: 3 clusters Score -365563 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -365611.343750 Penalty: 837.776245
	Iteration 19Q: 3 clusters Score -365611.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -365678.093750 Penalty: 837.776245
	Iteration 20F: 3 clusters Score -365678.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -365757.375000 Penalty: 837.776245
	Iteration 21Q: 3 clusters Score -365757.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -365803.843750 Penalty: 837.776245
	Iteration 22Q: 3 clusters Score -365803.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -365838.562500 Penalty: 837.776245
	Iteration 23Q: 3 clusters Score -365838.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -365861.906250 Penalty: 837.776245
	Iteration 24Q: 3 clusters Score -365861.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -365885.781250 Penalty: 837.776245
	Iteration 25Q: 3 clusters Score -365885.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -365908.312500 Penalty: 837.776245
	Iteration 26Q: 3 clusters Score -365908.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -365925.843750 Penalty: 837.776245
	Iteration 27Q: 3 clusters Score -365925.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -365937.656250 Penalty: 837.776245
	Iteration 28Q: 3 clusters Score -365937.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -365947.093750 Penalty: 837.776245
	Iteration 29Q: 3 clusters Score -365947.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -365960.187500 Penalty: 837.776245
	Iteration 30Q: 3 clusters Score -365960.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -365981.718750 Penalty: 837.776245
	Iteration 31Q: 3 clusters Score -365981.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -365996.281250 Penalty: 837.776245
	Iteration 32Q: 3 clusters Score -365996.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -366006.437500 Penalty: 837.776245
	Iteration 33Q: 3 clusters Score -366006.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -366013.031250 Penalty: 837.776245
	Iteration 34Q: 3 clusters Score -366013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -366017.687500 Penalty: 837.776245
	Iteration 35Q: 3 clusters Score -366017.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -366022.593750 Penalty: 837.776245
	Iteration 36Q: 3 clusters Score -366022.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -366024.218750 Penalty: 837.776245
	Iteration 37Q: 3 clusters Score -366024.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -366024.625000 Penalty: 837.776245
	Iteration 38Q: 3 clusters Score -366024.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -366025.281250 Penalty: 837.776245
	Iteration 39Q: 3 clusters Score -366025.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -366025.625000 Penalty: 837.776245
	Iteration 40F: 3 clusters Score -366025.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -366026.312500 Penalty: 837.776245
	Iteration 41Q: 3 clusters Score -366026.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -366026.312500 Penalty: 837.776245
	Iteration 42F: 3 clusters Score -366026.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -27827.632812 Penalty: 303.978882
	Iteration 0F: 2 clusters Score -27827.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -27147.654297 Penalty: 607.957764
	Iteration 0F: 3 clusters Score -27147.65 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -27348.449219 Penalty: 607.957764
	Iteration 1F: 3 clusters Score -27348.45 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -27384.642578 Penalty: 607.957764
	Iteration 2F: 3 clusters Score -27384.64 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -27413.302734 Penalty: 607.957764
	Iteration 3F: 3 clusters Score -27413.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27433.625000 Penalty: 607.957764
	Iteration 4Q: 3 clusters Score -27433.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -27441.054688 Penalty: 607.957764
	Iteration 5Q: 3 clusters Score -27441.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27446.412109 Penalty: 607.957764
	Iteration 6Q: 3 clusters Score -27446.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -27455.234375 Penalty: 607.957764
	Iteration 7Q: 3 clusters Score -27455.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -27460.644531 Penalty: 607.957764
	Iteration 8Q: 3 clusters Score -27460.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27473.154297 Penalty: 607.957764
	Iteration 9Q: 3 clusters Score -27473.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27480.984375 Penalty: 607.957764
	Iteration 10Q: 3 clusters Score -27480.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27486.691406 Penalty: 607.957764
	Iteration 11Q: 3 clusters Score -27486.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27490.685547 Penalty: 607.957764
	Iteration 12Q: 3 clusters Score -27490.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27494.867188 Penalty: 607.957764
	Iteration 13Q: 3 clusters Score -27494.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27498.535156 Penalty: 607.957764
	Iteration 14Q: 3 clusters Score -27498.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27502.363281 Penalty: 607.957764
	Iteration 15Q: 3 clusters Score -27502.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27506.464844 Penalty: 607.957764
	Iteration 16Q: 3 clusters Score -27506.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27510.111328 Penalty: 607.957764
	Iteration 17Q: 3 clusters Score -27510.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27515.005859 Penalty: 607.957764
	Iteration 18Q: 3 clusters Score -27515.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27519.408203 Penalty: 607.957764
	Iteration 19Q: 3 clusters Score -27519.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27524.763672 Penalty: 607.957764
	Iteration 20F: 3 clusters Score -27524.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27536.716797 Penalty: 607.957764
	Iteration 21Q: 3 clusters Score -27536.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27543.228516 Penalty: 607.957764
	Iteration 22Q: 3 clusters Score -27543.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27548.873047 Penalty: 607.957764
	Iteration 23Q: 3 clusters Score -27548.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27554.630859 Penalty: 607.957764
	Iteration 24Q: 3 clusters Score -27554.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27557.390625 Penalty: 607.957764
	Iteration 25Q: 3 clusters Score -27557.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27557.390625 Penalty: 607.957764
	Iteration 26F: 3 clusters Score -27557.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Entering Unmasked Estep 
Score: -279576.593750 Penalty: 406.204895
	Iteration 0F: 2 clusters Score -279576.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -274529.718750 Penalty: 812.409790
	Iteration 0F: 3 clusters Score -274529.7 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -276468.343750 Penalty: 812.409790
	Iteration 1F: 3 clusters Score -276468.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -276796.125000 Penalty: 812.409790
	Iteration 2F: 3 clusters Score -276796.1 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -277305.843750 Penalty: 812.409790
	Iteration 3F: 3 clusters Score -277305.8 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -277900.468750 Penalty: 812.409790
	Iteration 4F: 3 clusters Score -277900.5 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -278504.406250 Penalty: 812.409790
	Iteration 5F: 3 clusters Score -278504.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -278969.500000 Penalty: 812.409790
	Iteration 6F: 3 clusters Score -278969.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -279255.375000 Penalty: 812.409790
	Iteration 7Q: 3 clusters Score -279255.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -279385.781250 Penalty: 812.409790
	Iteration 8Q: 3 clusters Score -279385.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -279444.718750 Penalty: 812.409790
	Iteration 9Q: 3 clusters Score -279444.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -279487.093750 Penalty: 812.409790
	Iteration 10Q: 3 clusters Score -279487.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -279509.875000 Penalty: 812.409790
	Iteration 11Q: 3 clusters Score -279509.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -279518.468750 Penalty: 812.409790
	Iteration 12Q: 3 clusters Score -279518.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -279520.843750 Penalty: 812.409790
	Iteration 13Q: 3 clusters Score -279520.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -279525.531250 Penalty: 812.409790
	Iteration 14Q: 3 clusters Score -279525.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -279530.812500 Penalty: 812.409790
	Iteration 15Q: 3 clusters Score -279530.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -279535.437500 Penalty: 812.409790
	Iteration 16Q: 3 clusters Score -279535.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -279537.531250 Penalty: 812.409790
	Iteration 17Q: 3 clusters Score -279537.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -279539.218750 Penalty: 812.409790
	Iteration 18Q: 3 clusters Score -279539.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -279540.718750 Penalty: 812.409790
	Iteration 19Q: 3 clusters Score -279540.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -279542.187500 Penalty: 812.409790
	Iteration 20F: 3 clusters Score -279542.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -279542.125000 Penalty: 812.409790
	Iteration 21Q: 3 clusters Score -279542.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -279542.125000 Penalty: 812.409790
	Iteration 22F: 3 clusters Score -279542.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Entering Unmasked Estep 
Score: -791233.000000 Penalty: 453.064178
	Iteration 0F: 2 clusters Score -791233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -777171.750000 Penalty: 906.128357
	Iteration 0F: 3 clusters Score -777171.8 nChanged 10124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -783184.125000 Penalty: 906.128357
	Iteration 1F: 3 clusters Score -783184.1 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -783632.187500 Penalty: 906.128357
	Iteration 2Q: 3 clusters Score -783632.2 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -784242.062500 Penalty: 906.128357
	Iteration 3F: 3 clusters Score -784242.1 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -785090.187500 Penalty: 906.128357
	Iteration 4F: 3 clusters Score -785090.2 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -786192.250000 Penalty: 906.128357
	Iteration 5F: 3 clusters Score -786192.2 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -787183.437500 Penalty: 906.128357
	Iteration 6F: 3 clusters Score -787183.4 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -787679.625000 Penalty: 906.128357
	Iteration 7Q: 3 clusters Score -787679.6 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -787907.812500 Penalty: 906.128357
	Iteration 8Q: 3 clusters Score -787907.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -788029.812500 Penalty: 906.128357
	Iteration 9Q: 3 clusters Score -788029.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -788118.750000 Penalty: 906.128357
	Iteration 10Q: 3 clusters Score -788118.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -788182.000000 Penalty: 906.128357
	Iteration 11Q: 3 clusters Score -788182 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -788272.312500 Penalty: 906.128357
	Iteration 12Q: 3 clusters Score -788272.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -788396.687500 Penalty: 906.128357
	Iteration 13Q: 3 clusters Score -788396.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -788561.625000 Penalty: 906.128357
	Iteration 14Q: 3 clusters Score -788561.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -788779.250000 Penalty: 906.128357
	Iteration 15Q: 3 clusters Score -788779.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -789049.187500 Penalty: 906.128357
	Iteration 16Q: 3 clusters Score -789049.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -789379.562500 Penalty: 906.128357
	Iteration 17Q: 3 clusters Score -789379.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -789690.000000 Penalty: 906.128357
	Iteration 18Q: 3 clusters Score -789690 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -789927.812500 Penalty: 906.128357
	Iteration 19Q: 3 clusters Score -789927.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -790059.687500 Penalty: 906.128357
	Iteration 20F: 3 clusters Score -790059.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -790147.375000 Penalty: 906.128357
	Iteration 21Q: 3 clusters Score -790147.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -790209.687500 Penalty: 906.128357
	Iteration 22Q: 3 clusters Score -790209.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -790248.750000 Penalty: 906.128357
	Iteration 23Q: 3 clusters Score -790248.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -790286.062500 Penalty: 906.128357
	Iteration 24Q: 3 clusters Score -790286.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -790315.875000 Penalty: 906.128357
	Iteration 25Q: 3 clusters Score -790315.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -790343.062500 Penalty: 906.128357
	Iteration 26Q: 3 clusters Score -790343.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -790364.375000 Penalty: 906.128357
	Iteration 27Q: 3 clusters Score -790364.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -790389.125000 Penalty: 906.128357
	Iteration 28Q: 3 clusters Score -790389.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -790413.437500 Penalty: 906.128357
	Iteration 29Q: 3 clusters Score -790413.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -790434.375000 Penalty: 906.128357
	Iteration 30Q: 3 clusters Score -790434.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -790448.875000 Penalty: 906.128357
	Iteration 31Q: 3 clusters Score -790448.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -790462.250000 Penalty: 906.128357
	Iteration 32Q: 3 clusters Score -790462.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -790473.125000 Penalty: 906.128357
	Iteration 33Q: 3 clusters Score -790473.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -790488.562500 Penalty: 906.128357
	Iteration 34Q: 3 clusters Score -790488.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -790501.437500 Penalty: 906.128357
	Iteration 35Q: 3 clusters Score -790501.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -790514.000000 Penalty: 906.128357
	Iteration 36Q: 3 clusters Score -790514 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -790529.312500 Penalty: 906.128357
	Iteration 37Q: 3 clusters Score -790529.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -790552.500000 Penalty: 906.128357
	Iteration 38Q: 3 clusters Score -790552.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -790574.437500 Penalty: 906.128357
	Iteration 39Q: 3 clusters Score -790574.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -790591.250000 Penalty: 906.128357
	Iteration 40F: 3 clusters Score -790591.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -790609.875000 Penalty: 906.128357
	Iteration 41Q: 3 clusters Score -790609.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -790627.687500 Penalty: 906.128357
	Iteration 42Q: 3 clusters Score -790627.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -790641.250000 Penalty: 906.128357
	Iteration 43Q: 3 clusters Score -790641.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -790655.937500 Penalty: 906.128357
	Iteration 44Q: 3 clusters Score -790655.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -790673.750000 Penalty: 906.128357
	Iteration 45Q: 3 clusters Score -790673.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -790689.062500 Penalty: 906.128357
	Iteration 46Q: 3 clusters Score -790689.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -790697.687500 Penalty: 906.128357
	Iteration 47Q: 3 clusters Score -790697.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -790704.750000 Penalty: 906.128357
	Iteration 48Q: 3 clusters Score -790704.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -790717.562500 Penalty: 906.128357
	Iteration 49Q: 3 clusters Score -790717.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -790724.125000 Penalty: 906.128357
	Iteration 50Q: 3 clusters Score -790724.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -790732.750000 Penalty: 906.128357
	Iteration 51Q: 3 clusters Score -790732.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -790741.937500 Penalty: 906.128357
	Iteration 52Q: 3 clusters Score -790741.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -790740.937500 Penalty: 906.128357
	Iteration 53Q: 3 clusters Score -790740.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -790745.875000 Penalty: 906.128357
	Iteration 54Q: 3 clusters Score -790745.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -790748.375000 Penalty: 906.128357
	Iteration 55Q: 3 clusters Score -790748.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -790753.687500 Penalty: 906.128357
	Iteration 56Q: 3 clusters Score -790753.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -790756.312500 Penalty: 906.128357
	Iteration 57Q: 3 clusters Score -790756.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -790757.687500 Penalty: 906.128357
	Iteration 58Q: 3 clusters Score -790757.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -790757.375000 Penalty: 906.128357
	Iteration 59Q: 3 clusters Score -790757.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -790759.125000 Penalty: 906.128357
	Iteration 60F: 3 clusters Score -790759.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -790763.312500 Penalty: 906.128357
	Iteration 61Q: 3 clusters Score -790763.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -790764.750000 Penalty: 906.128357
	Iteration 62Q: 3 clusters Score -790764.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -790765.500000 Penalty: 906.128357
	Iteration 63Q: 3 clusters Score -790765.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -790765.625000 Penalty: 906.128357
	Iteration 64Q: 3 clusters Score -790765.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -790765.625000 Penalty: 906.128357
	Iteration 65Q: 3 clusters Score -790765.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -790767.000000 Penalty: 906.128357
	Iteration 66Q: 3 clusters Score -790767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -790767.187500 Penalty: 906.128357
	Iteration 67Q: 3 clusters Score -790767.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -790767.125000 Penalty: 906.128357
	Iteration 68Q: 3 clusters Score -790767.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -790768.437500 Penalty: 906.128357
	Iteration 69Q: 3 clusters Score -790768.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -790767.750000 Penalty: 906.128357
	Iteration 70Q: 3 clusters Score -790767.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -790767.750000 Penalty: 906.128357
	Iteration 71Q: 3 clusters Score -790767.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -790767.437500 Penalty: 906.128357
	Iteration 72Q: 3 clusters Score -790767.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -790767.375000 Penalty: 906.128357
	Iteration 73Q: 3 clusters Score -790767.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -790766.312500 Penalty: 906.128357
	Iteration 74Q: 3 clusters Score -790766.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -790767.375000 Penalty: 906.128357
	Iteration 75Q: 3 clusters Score -790767.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -790766.375000 Penalty: 906.128357
	Iteration 76Q: 3 clusters Score -790766.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -790766.375000 Penalty: 906.128357
	Iteration 77F: 3 clusters Score -790766.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Entering Unmasked Estep 
Score: -34149.250000 Penalty: 313.845581
	Iteration 0F: 2 clusters Score -34149.25 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 513 members 
Entering Unmasked Estep 
Score: -33354.328125 Penalty: 627.691162
	Iteration 0F: 3 clusters Score -33354.33 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -33579.386719 Penalty: 627.691162
	Iteration 1F: 3 clusters Score -33579.39 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -33634.375000 Penalty: 627.691162
	Iteration 2F: 3 clusters Score -33634.38 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -33680.269531 Penalty: 627.691162
	Iteration 3F: 3 clusters Score -33680.27 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -33719.843750 Penalty: 627.691162
	Iteration 4F: 3 clusters Score -33719.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -33749.265625 Penalty: 627.691162
	Iteration 5Q: 3 clusters Score -33749.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -33768.476562 Penalty: 627.691162
	Iteration 6Q: 3 clusters Score -33768.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -33781.242188 Penalty: 627.691162
	Iteration 7Q: 3 clusters Score -33781.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -33794.679688 Penalty: 627.691162
	Iteration 8Q: 3 clusters Score -33794.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -33805.781250 Penalty: 627.691162
	Iteration 9Q: 3 clusters Score -33805.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -33817.066406 Penalty: 627.691162
	Iteration 10Q: 3 clusters Score -33817.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -33823.433594 Penalty: 627.691162
	Iteration 11Q: 3 clusters Score -33823.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -33831.664062 Penalty: 627.691162
	Iteration 12Q: 3 clusters Score -33831.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -33848.683594 Penalty: 627.691162
	Iteration 13Q: 3 clusters Score -33848.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -33862.324219 Penalty: 627.691162
	Iteration 14Q: 3 clusters Score -33862.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -33871.636719 Penalty: 627.691162
	Iteration 15Q: 3 clusters Score -33871.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -33877.625000 Penalty: 627.691162
	Iteration 16Q: 3 clusters Score -33877.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -33885.792969 Penalty: 627.691162
	Iteration 17Q: 3 clusters Score -33885.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -33890.722656 Penalty: 627.691162
	Iteration 18Q: 3 clusters Score -33890.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -33897.187500 Penalty: 627.691162
	Iteration 19Q: 3 clusters Score -33897.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -33901.941406 Penalty: 627.691162
	Iteration 20F: 3 clusters Score -33901.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -33908.308594 Penalty: 627.691162
	Iteration 21Q: 3 clusters Score -33908.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -33912.632812 Penalty: 627.691162
	Iteration 22Q: 3 clusters Score -33912.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -33914.503906 Penalty: 627.691162
	Iteration 23Q: 3 clusters Score -33914.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -33914.988281 Penalty: 627.691162
	Iteration 24Q: 3 clusters Score -33914.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -33915.652344 Penalty: 627.691162
	Iteration 25Q: 3 clusters Score -33915.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -33916.718750 Penalty: 627.691162
	Iteration 26Q: 3 clusters Score -33916.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -33918.218750 Penalty: 627.691162
	Iteration 27Q: 3 clusters Score -33918.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -33918.558594 Penalty: 627.691162
	Iteration 28Q: 3 clusters Score -33918.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -33919.636719 Penalty: 627.691162
	Iteration 29Q: 3 clusters Score -33919.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -33919.949219 Penalty: 627.691162
	Iteration 30Q: 3 clusters Score -33919.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -33920.417969 Penalty: 627.691162
	Iteration 31Q: 3 clusters Score -33920.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -33920.417969 Penalty: 627.691162
	Iteration 32F: 3 clusters Score -33920.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Entering Unmasked Estep 
Score: -461577.937500 Penalty: 430.120972
	Iteration 0F: 2 clusters Score -461577.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -453028.500000 Penalty: 860.241943
	Iteration 0F: 3 clusters Score -453028.5 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -456737.812500 Penalty: 860.241943
	Iteration 1F: 3 clusters Score -456737.8 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -457241.968750 Penalty: 860.241943
	Iteration 2F: 3 clusters Score -457242 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -457849.468750 Penalty: 860.241943
	Iteration 3F: 3 clusters Score -457849.5 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -458493.218750 Penalty: 860.241943
	Iteration 4F: 3 clusters Score -458493.2 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -459131.687500 Penalty: 860.241943
	Iteration 5F: 3 clusters Score -459131.7 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -459639.562500 Penalty: 860.241943
	Iteration 6Q: 3 clusters Score -459639.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -459978.062500 Penalty: 860.241943
	Iteration 7Q: 3 clusters Score -459978.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -460203.656250 Penalty: 860.241943
	Iteration 8Q: 3 clusters Score -460203.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -460328.937500 Penalty: 860.241943
	Iteration 9Q: 3 clusters Score -460328.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -460431.906250 Penalty: 860.241943
	Iteration 10Q: 3 clusters Score -460431.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -460537.718750 Penalty: 860.241943
	Iteration 11Q: 3 clusters Score -460537.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -460637.062500 Penalty: 860.241943
	Iteration 12Q: 3 clusters Score -460637.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -460719.375000 Penalty: 860.241943
	Iteration 13Q: 3 clusters Score -460719.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -460798.906250 Penalty: 860.241943
	Iteration 14Q: 3 clusters Score -460798.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -460867.062500 Penalty: 860.241943
	Iteration 15Q: 3 clusters Score -460867.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -460926.343750 Penalty: 860.241943
	Iteration 16Q: 3 clusters Score -460926.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -460978.000000 Penalty: 860.241943
	Iteration 17Q: 3 clusters Score -460978 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -461019.093750 Penalty: 860.241943
	Iteration 18Q: 3 clusters Score -461019.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -461050.718750 Penalty: 860.241943
	Iteration 19Q: 3 clusters Score -461050.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -461075.656250 Penalty: 860.241943
	Iteration 20F: 3 clusters Score -461075.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -461104.062500 Penalty: 860.241943
	Iteration 21Q: 3 clusters Score -461104.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -461130.468750 Penalty: 860.241943
	Iteration 22Q: 3 clusters Score -461130.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -461148.125000 Penalty: 860.241943
	Iteration 23Q: 3 clusters Score -461148.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -461161.781250 Penalty: 860.241943
	Iteration 24Q: 3 clusters Score -461161.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -461167.625000 Penalty: 860.241943
	Iteration 25Q: 3 clusters Score -461167.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -461175.906250 Penalty: 860.241943
	Iteration 26Q: 3 clusters Score -461175.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -461183.937500 Penalty: 860.241943
	Iteration 27Q: 3 clusters Score -461183.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -461187.812500 Penalty: 860.241943
	Iteration 28Q: 3 clusters Score -461187.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -461192.218750 Penalty: 860.241943
	Iteration 29Q: 3 clusters Score -461192.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -461195.968750 Penalty: 860.241943
	Iteration 30Q: 3 clusters Score -461196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -461200.250000 Penalty: 860.241943
	Iteration 31Q: 3 clusters Score -461200.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -461207.375000 Penalty: 860.241943
	Iteration 32Q: 3 clusters Score -461207.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -461214.937500 Penalty: 860.241943
	Iteration 33Q: 3 clusters Score -461214.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -461219.906250 Penalty: 860.241943
	Iteration 34Q: 3 clusters Score -461219.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -461224.125000 Penalty: 860.241943
	Iteration 35Q: 3 clusters Score -461224.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -461226.968750 Penalty: 860.241943
	Iteration 36Q: 3 clusters Score -461227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -461233.437500 Penalty: 860.241943
	Iteration 37Q: 3 clusters Score -461233.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -461237.906250 Penalty: 860.241943
	Iteration 38Q: 3 clusters Score -461237.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -461238.031250 Penalty: 860.241943
	Iteration 39Q: 3 clusters Score -461238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -461241.093750 Penalty: 860.241943
	Iteration 40F: 3 clusters Score -461241.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -461241.593750 Penalty: 860.241943
	Iteration 41Q: 3 clusters Score -461241.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -461241.593750 Penalty: 860.241943
	Iteration 42F: 3 clusters Score -461241.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -38682.273438 Penalty: 320.503510
	Iteration 0F: 2 clusters Score -38682.27 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 558 members 
Entering Unmasked Estep 
Score: -37761.949219 Penalty: 641.007019
	Iteration 0F: 3 clusters Score -37761.95 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -38105.078125 Penalty: 641.007019
	Iteration 1F: 3 clusters Score -38105.08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -38188.414062 Penalty: 641.007019
	Iteration 2F: 3 clusters Score -38188.41 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -38255.277344 Penalty: 641.007019
	Iteration 3F: 3 clusters Score -38255.28 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -38314.308594 Penalty: 641.007019
	Iteration 4Q: 3 clusters Score -38314.31 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -38346.359375 Penalty: 641.007019
	Iteration 5Q: 3 clusters Score -38346.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -38369.789062 Penalty: 641.007019
	Iteration 6Q: 3 clusters Score -38369.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -38381.578125 Penalty: 641.007019
	Iteration 7Q: 3 clusters Score -38381.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -38388.066406 Penalty: 641.007019
	Iteration 8Q: 3 clusters Score -38388.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38394.593750 Penalty: 641.007019
	Iteration 9Q: 3 clusters Score -38394.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -38396.816406 Penalty: 641.007019
	Iteration 10Q: 3 clusters Score -38396.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -38396.992188 Penalty: 641.007019
	Iteration 11Q: 3 clusters Score -38396.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -38396.992188 Penalty: 641.007019
	Iteration 12F: 3 clusters Score -38396.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Entering Unmasked Estep 
Score: -134000.140625 Penalty: 373.436798
	Iteration 0F: 2 clusters Score -134000.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -131527.843750 Penalty: 746.873596
	Iteration 0F: 3 clusters Score -131527.8 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -132460.312500 Penalty: 746.873596
	Iteration 1F: 3 clusters Score -132460.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -132617.234375 Penalty: 746.873596
	Iteration 2F: 3 clusters Score -132617.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -132818.859375 Penalty: 746.873596
	Iteration 3F: 3 clusters Score -132818.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -133023.703125 Penalty: 746.873596
	Iteration 4F: 3 clusters Score -133023.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -133241.359375 Penalty: 746.873596
	Iteration 5F: 3 clusters Score -133241.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -133409.500000 Penalty: 746.873596
	Iteration 6F: 3 clusters Score -133409.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -133515.781250 Penalty: 746.873596
	Iteration 7Q: 3 clusters Score -133515.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -133587.640625 Penalty: 746.873596
	Iteration 8Q: 3 clusters Score -133587.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -133628.781250 Penalty: 746.873596
	Iteration 9Q: 3 clusters Score -133628.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -133655.906250 Penalty: 746.873596
	Iteration 10Q: 3 clusters Score -133655.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -133672.515625 Penalty: 746.873596
	Iteration 11Q: 3 clusters Score -133672.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -133675.656250 Penalty: 746.873596
	Iteration 12Q: 3 clusters Score -133675.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -133679.171875 Penalty: 746.873596
	Iteration 13Q: 3 clusters Score -133679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -133683.906250 Penalty: 746.873596
	Iteration 14Q: 3 clusters Score -133683.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -133685.109375 Penalty: 746.873596
	Iteration 15Q: 3 clusters Score -133685.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -133685.109375 Penalty: 746.873596
	Iteration 16F: 3 clusters Score -133685.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Entering Unmasked Estep 
Score: -463488.218750 Penalty: 429.719513
	Iteration 0F: 2 clusters Score -463488.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -455086.968750 Penalty: 859.439026
	Iteration 0F: 3 clusters Score -455087 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -458791.968750 Penalty: 859.439026
	Iteration 1F: 3 clusters Score -458792 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -459298.250000 Penalty: 859.439026
	Iteration 2F: 3 clusters Score -459298.2 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -459912.500000 Penalty: 859.439026
	Iteration 3F: 3 clusters Score -459912.5 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -460606.406250 Penalty: 859.439026
	Iteration 4F: 3 clusters Score -460606.4 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -461358.437500 Penalty: 859.439026
	Iteration 5F: 3 clusters Score -461358.4 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -461965.562500 Penalty: 859.439026
	Iteration 6F: 3 clusters Score -461965.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -462390.062500 Penalty: 859.439026
	Iteration 7Q: 3 clusters Score -462390.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -462648.343750 Penalty: 859.439026
	Iteration 8Q: 3 clusters Score -462648.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -462799.625000 Penalty: 859.439026
	Iteration 9Q: 3 clusters Score -462799.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -462907.437500 Penalty: 859.439026
	Iteration 10Q: 3 clusters Score -462907.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -463005.281250 Penalty: 859.439026
	Iteration 11Q: 3 clusters Score -463005.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -463094.031250 Penalty: 859.439026
	Iteration 12Q: 3 clusters Score -463094 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -463168.531250 Penalty: 859.439026
	Iteration 13Q: 3 clusters Score -463168.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -463223.468750 Penalty: 859.439026
	Iteration 14Q: 3 clusters Score -463223.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -463279.468750 Penalty: 859.439026
	Iteration 15Q: 3 clusters Score -463279.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -463328.750000 Penalty: 859.439026
	Iteration 16Q: 3 clusters Score -463328.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -463366.187500 Penalty: 859.439026
	Iteration 17Q: 3 clusters Score -463366.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -463391.375000 Penalty: 859.439026
	Iteration 18Q: 3 clusters Score -463391.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -463406.218750 Penalty: 859.439026
	Iteration 19Q: 3 clusters Score -463406.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -463418.500000 Penalty: 859.439026
	Iteration 20F: 3 clusters Score -463418.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -463428.468750 Penalty: 859.439026
	Iteration 21Q: 3 clusters Score -463428.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -463436.468750 Penalty: 859.439026
	Iteration 22Q: 3 clusters Score -463436.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -463444.656250 Penalty: 859.439026
	Iteration 23Q: 3 clusters Score -463444.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -463451.437500 Penalty: 859.439026
	Iteration 24Q: 3 clusters Score -463451.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -463455.562500 Penalty: 859.439026
	Iteration 25Q: 3 clusters Score -463455.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -463459.218750 Penalty: 859.439026
	Iteration 26Q: 3 clusters Score -463459.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -463460.250000 Penalty: 859.439026
	Iteration 27Q: 3 clusters Score -463460.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -463463.468750 Penalty: 859.439026
	Iteration 28Q: 3 clusters Score -463463.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -463467.593750 Penalty: 859.439026
	Iteration 29Q: 3 clusters Score -463467.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -463468.937500 Penalty: 859.439026
	Iteration 30Q: 3 clusters Score -463468.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -463468.906250 Penalty: 859.439026
	Iteration 31Q: 3 clusters Score -463468.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -463470.218750 Penalty: 859.439026
	Iteration 32Q: 3 clusters Score -463470.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -463469.500000 Penalty: 859.439026
	Iteration 33Q: 3 clusters Score -463469.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -463469.968750 Penalty: 859.439026
	Iteration 34Q: 3 clusters Score -463470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -463469.531250 Penalty: 859.439026
	Iteration 35Q: 3 clusters Score -463469.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -463468.812500 Penalty: 859.439026
	Iteration 36Q: 3 clusters Score -463468.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -463468.812500 Penalty: 859.439026
	Iteration 37Q: 3 clusters Score -463468.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -463468.812500 Penalty: 859.439026
	Iteration 38F: 3 clusters Score -463468.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Entering Unmasked Estep 
Score: -198091.281250 Penalty: 391.984558
	Iteration 0F: 2 clusters Score -198091.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -194386.343750 Penalty: 783.969116
	Iteration 0F: 3 clusters Score -194386.3 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -195841.343750 Penalty: 783.969116
	Iteration 1F: 3 clusters Score -195841.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -196038.828125 Penalty: 783.969116
	Iteration 2F: 3 clusters Score -196038.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -196274.203125 Penalty: 783.969116
	Iteration 3F: 3 clusters Score -196274.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -196575.484375 Penalty: 783.969116
	Iteration 4F: 3 clusters Score -196575.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -196880.515625 Penalty: 783.969116
	Iteration 5F: 3 clusters Score -196880.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -197086.187500 Penalty: 783.969116
	Iteration 6F: 3 clusters Score -197086.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -197185.046875 Penalty: 783.969116
	Iteration 7Q: 3 clusters Score -197185 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -197237.140625 Penalty: 783.969116
	Iteration 8Q: 3 clusters Score -197237.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -197271.156250 Penalty: 783.969116
	Iteration 9Q: 3 clusters Score -197271.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -197290.359375 Penalty: 783.969116
	Iteration 10Q: 3 clusters Score -197290.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -197303.796875 Penalty: 783.969116
	Iteration 11Q: 3 clusters Score -197303.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -197312.500000 Penalty: 783.969116
	Iteration 12Q: 3 clusters Score -197312.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -197316.203125 Penalty: 783.969116
	Iteration 13Q: 3 clusters Score -197316.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -197321.968750 Penalty: 783.969116
	Iteration 14Q: 3 clusters Score -197322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -197326.968750 Penalty: 783.969116
	Iteration 15Q: 3 clusters Score -197327 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -197331.671875 Penalty: 783.969116
	Iteration 16Q: 3 clusters Score -197331.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -197337.234375 Penalty: 783.969116
	Iteration 17Q: 3 clusters Score -197337.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -197344.484375 Penalty: 783.969116
	Iteration 18Q: 3 clusters Score -197344.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -197352.390625 Penalty: 783.969116
	Iteration 19Q: 3 clusters Score -197352.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -197359.718750 Penalty: 783.969116
	Iteration 20F: 3 clusters Score -197359.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -197364.578125 Penalty: 783.969116
	Iteration 21Q: 3 clusters Score -197364.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -197371.531250 Penalty: 783.969116
	Iteration 22Q: 3 clusters Score -197371.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -197376.843750 Penalty: 783.969116
	Iteration 23Q: 3 clusters Score -197376.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -197382.078125 Penalty: 783.969116
	Iteration 24Q: 3 clusters Score -197382.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -197386.328125 Penalty: 783.969116
	Iteration 25Q: 3 clusters Score -197386.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -197390.546875 Penalty: 783.969116
	Iteration 26Q: 3 clusters Score -197390.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -197397.109375 Penalty: 783.969116
	Iteration 27Q: 3 clusters Score -197397.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -197405.218750 Penalty: 783.969116
	Iteration 28Q: 3 clusters Score -197405.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -197410.078125 Penalty: 783.969116
	Iteration 29Q: 3 clusters Score -197410.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -197413.281250 Penalty: 783.969116
	Iteration 30Q: 3 clusters Score -197413.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -197416.750000 Penalty: 783.969116
	Iteration 31Q: 3 clusters Score -197416.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -197419.734375 Penalty: 783.969116
	Iteration 32Q: 3 clusters Score -197419.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -197423.218750 Penalty: 783.969116
	Iteration 33Q: 3 clusters Score -197423.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -197428.828125 Penalty: 783.969116
	Iteration 34Q: 3 clusters Score -197428.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -197434.031250 Penalty: 783.969116
	Iteration 35Q: 3 clusters Score -197434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -197441.140625 Penalty: 783.969116
	Iteration 36Q: 3 clusters Score -197441.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -197449.640625 Penalty: 783.969116
	Iteration 37Q: 3 clusters Score -197449.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -197456.750000 Penalty: 783.969116
	Iteration 38Q: 3 clusters Score -197456.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -197462.343750 Penalty: 783.969116
	Iteration 39Q: 3 clusters Score -197462.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -197466.453125 Penalty: 783.969116
	Iteration 40F: 3 clusters Score -197466.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -197472.312500 Penalty: 783.969116
	Iteration 41Q: 3 clusters Score -197472.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -197480.515625 Penalty: 783.969116
	Iteration 42Q: 3 clusters Score -197480.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -197485.406250 Penalty: 783.969116
	Iteration 43Q: 3 clusters Score -197485.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -197490.578125 Penalty: 783.969116
	Iteration 44Q: 3 clusters Score -197490.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -197493.750000 Penalty: 783.969116
	Iteration 45Q: 3 clusters Score -197493.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -197496.328125 Penalty: 783.969116
	Iteration 46Q: 3 clusters Score -197496.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -197497.343750 Penalty: 783.969116
	Iteration 47Q: 3 clusters Score -197497.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -197498.171875 Penalty: 783.969116
	Iteration 48Q: 3 clusters Score -197498.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -197498.984375 Penalty: 783.969116
	Iteration 49Q: 3 clusters Score -197499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -197500.156250 Penalty: 783.969116
	Iteration 50Q: 3 clusters Score -197500.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -197500.484375 Penalty: 783.969116
	Iteration 51Q: 3 clusters Score -197500.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -197501.343750 Penalty: 783.969116
	Iteration 52Q: 3 clusters Score -197501.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -197503.046875 Penalty: 783.969116
	Iteration 53Q: 3 clusters Score -197503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -197503.984375 Penalty: 783.969116
	Iteration 54Q: 3 clusters Score -197504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -197505.015625 Penalty: 783.969116
	Iteration 55Q: 3 clusters Score -197505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -197506.750000 Penalty: 783.969116
	Iteration 56Q: 3 clusters Score -197506.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -197508.328125 Penalty: 783.969116
	Iteration 57Q: 3 clusters Score -197508.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -197509.546875 Penalty: 783.969116
	Iteration 58Q: 3 clusters Score -197509.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -197511.281250 Penalty: 783.969116
	Iteration 59Q: 3 clusters Score -197511.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -197512.937500 Penalty: 783.969116
	Iteration 60F: 3 clusters Score -197512.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -197515.609375 Penalty: 783.969116
	Iteration 61Q: 3 clusters Score -197515.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -197516.515625 Penalty: 783.969116
	Iteration 62Q: 3 clusters Score -197516.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -197517.421875 Penalty: 783.969116
	Iteration 63Q: 3 clusters Score -197517.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -197517.437500 Penalty: 783.969116
	Iteration 64Q: 3 clusters Score -197517.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -197518.203125 Penalty: 783.969116
	Iteration 65Q: 3 clusters Score -197518.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -197518.531250 Penalty: 783.969116
	Iteration 66Q: 3 clusters Score -197518.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -197519.640625 Penalty: 783.969116
	Iteration 67Q: 3 clusters Score -197519.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -197520.265625 Penalty: 783.969116
	Iteration 68Q: 3 clusters Score -197520.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -197520.281250 Penalty: 783.969116
	Iteration 69Q: 3 clusters Score -197520.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -197520.390625 Penalty: 783.969116
	Iteration 70Q: 3 clusters Score -197520.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -197520.390625 Penalty: 783.969116
	Iteration 71F: 3 clusters Score -197520.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Entering Unmasked Estep 
Score: -118863.226562 Penalty: 369.621887
	Iteration 0F: 2 clusters Score -118863.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -116550.695312 Penalty: 739.243774
	Iteration 0F: 3 clusters Score -116550.7 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -117315.843750 Penalty: 739.243774
	Iteration 1F: 3 clusters Score -117315.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -117390.492188 Penalty: 739.243774
	Iteration 2F: 3 clusters Score -117390.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -117458.406250 Penalty: 739.243774
	Iteration 3Q: 3 clusters Score -117458.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -117528.375000 Penalty: 739.243774
	Iteration 4Q: 3 clusters Score -117528.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -117579.226562 Penalty: 739.243774
	Iteration 5Q: 3 clusters Score -117579.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -117621.562500 Penalty: 739.243774
	Iteration 6Q: 3 clusters Score -117621.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -117658.320312 Penalty: 739.243774
	Iteration 7Q: 3 clusters Score -117658.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -117682.976562 Penalty: 739.243774
	Iteration 8Q: 3 clusters Score -117683 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -117704.945312 Penalty: 739.243774
	Iteration 9Q: 3 clusters Score -117704.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -117724.234375 Penalty: 739.243774
	Iteration 10Q: 3 clusters Score -117724.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -117753.015625 Penalty: 739.243774
	Iteration 11Q: 3 clusters Score -117753 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -117782.828125 Penalty: 739.243774
	Iteration 12Q: 3 clusters Score -117782.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -117827.179688 Penalty: 739.243774
	Iteration 13Q: 3 clusters Score -117827.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -117873.265625 Penalty: 739.243774
	Iteration 14Q: 3 clusters Score -117873.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -117922.250000 Penalty: 739.243774
	Iteration 15Q: 3 clusters Score -117922.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -117987.156250 Penalty: 739.243774
	Iteration 16Q: 3 clusters Score -117987.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -118073.398438 Penalty: 739.243774
	Iteration 17Q: 3 clusters Score -118073.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -118144.132812 Penalty: 739.243774
	Iteration 18Q: 3 clusters Score -118144.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -118228.453125 Penalty: 739.243774
	Iteration 19Q: 3 clusters Score -118228.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -118308.390625 Penalty: 739.243774
	Iteration 20F: 3 clusters Score -118308.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -118405.515625 Penalty: 739.243774
	Iteration 21Q: 3 clusters Score -118405.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -118490.968750 Penalty: 739.243774
	Iteration 22Q: 3 clusters Score -118491 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -118567.390625 Penalty: 739.243774
	Iteration 23Q: 3 clusters Score -118567.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -118633.218750 Penalty: 739.243774
	Iteration 24Q: 3 clusters Score -118633.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -118671.929688 Penalty: 739.243774
	Iteration 25Q: 3 clusters Score -118671.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -118691.562500 Penalty: 739.243774
	Iteration 26Q: 3 clusters Score -118691.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -118709.203125 Penalty: 739.243774
	Iteration 27Q: 3 clusters Score -118709.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -118721.281250 Penalty: 739.243774
	Iteration 28Q: 3 clusters Score -118721.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -118726.625000 Penalty: 739.243774
	Iteration 29Q: 3 clusters Score -118726.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -118732.710938 Penalty: 739.243774
	Iteration 30Q: 3 clusters Score -118732.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -118735.195312 Penalty: 739.243774
	Iteration 31Q: 3 clusters Score -118735.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -118735.890625 Penalty: 739.243774
	Iteration 32Q: 3 clusters Score -118735.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -118735.804688 Penalty: 739.243774
	Iteration 33Q: 3 clusters Score -118735.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -118735.804688 Penalty: 739.243774
	Iteration 34F: 3 clusters Score -118735.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Entering Unmasked Estep 
Score: -58715.054688 Penalty: 348.727783
	Iteration 0F: 2 clusters Score -58715.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -57222.164062 Penalty: 697.455566
	Iteration 0F: 3 clusters Score -57222.16 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -57909.898438 Penalty: 697.455566
	Iteration 1F: 3 clusters Score -57909.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -58044.183594 Penalty: 697.455566
	Iteration 2F: 3 clusters Score -58044.18 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -58127.050781 Penalty: 697.455566
	Iteration 3F: 3 clusters Score -58127.05 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -58178.003906 Penalty: 697.455566
	Iteration 4Q: 3 clusters Score -58178 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -58218.503906 Penalty: 697.455566
	Iteration 5Q: 3 clusters Score -58218.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -58244.242188 Penalty: 697.455566
	Iteration 6Q: 3 clusters Score -58244.24 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -58261.875000 Penalty: 697.455566
	Iteration 7Q: 3 clusters Score -58261.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -58280.824219 Penalty: 697.455566
	Iteration 8Q: 3 clusters Score -58280.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -58299.023438 Penalty: 697.455566
	Iteration 9Q: 3 clusters Score -58299.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -58323.390625 Penalty: 697.455566
	Iteration 10Q: 3 clusters Score -58323.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -58341.277344 Penalty: 697.455566
	Iteration 11Q: 3 clusters Score -58341.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -58352.191406 Penalty: 697.455566
	Iteration 12Q: 3 clusters Score -58352.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -58362.347656 Penalty: 697.455566
	Iteration 13Q: 3 clusters Score -58362.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -58368.011719 Penalty: 697.455566
	Iteration 14Q: 3 clusters Score -58368.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -58371.636719 Penalty: 697.455566
	Iteration 15Q: 3 clusters Score -58371.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -58374.304688 Penalty: 697.455566
	Iteration 16Q: 3 clusters Score -58374.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -58378.015625 Penalty: 697.455566
	Iteration 17Q: 3 clusters Score -58378.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -58379.777344 Penalty: 697.455566
	Iteration 18Q: 3 clusters Score -58379.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -58380.515625 Penalty: 697.455566
	Iteration 19Q: 3 clusters Score -58380.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -58382.597656 Penalty: 697.455566
	Iteration 20F: 3 clusters Score -58382.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -58384.910156 Penalty: 697.455566
	Iteration 21Q: 3 clusters Score -58384.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -58387.945312 Penalty: 697.455566
	Iteration 22Q: 3 clusters Score -58387.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -58392.003906 Penalty: 697.455566
	Iteration 23Q: 3 clusters Score -58392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -58396.789062 Penalty: 697.455566
	Iteration 24Q: 3 clusters Score -58396.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -58403.964844 Penalty: 697.455566
	Iteration 25Q: 3 clusters Score -58403.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -58411.062500 Penalty: 697.455566
	Iteration 26Q: 3 clusters Score -58411.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -58415.687500 Penalty: 697.455566
	Iteration 27Q: 3 clusters Score -58415.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -58420.191406 Penalty: 697.455566
	Iteration 28Q: 3 clusters Score -58420.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -58424.441406 Penalty: 697.455566
	Iteration 29Q: 3 clusters Score -58424.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -58427.035156 Penalty: 697.455566
	Iteration 30Q: 3 clusters Score -58427.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -58428.105469 Penalty: 697.455566
	Iteration 31Q: 3 clusters Score -58428.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -58428.742188 Penalty: 697.455566
	Iteration 32Q: 3 clusters Score -58428.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -58428.742188 Penalty: 697.455566
	Iteration 33F: 3 clusters Score -58428.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Entering Unmasked Estep 
Score: -63826.914062 Penalty: 339.869263
	Iteration 0F: 2 clusters Score -63826.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -62573.058594 Penalty: 679.738525
	Iteration 0F: 3 clusters Score -62573.06 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -63012.882812 Penalty: 679.738525
	Iteration 1F: 3 clusters Score -63012.88 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -63148.941406 Penalty: 679.738525
	Iteration 2F: 3 clusters Score -63148.94 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -63244.039062 Penalty: 679.738525
	Iteration 3F: 3 clusters Score -63244.04 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -63294.292969 Penalty: 679.738525
	Iteration 4F: 3 clusters Score -63294.29 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -63338.644531 Penalty: 679.738525
	Iteration 5Q: 3 clusters Score -63338.64 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -63372.175781 Penalty: 679.738525
	Iteration 6Q: 3 clusters Score -63372.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -63387.207031 Penalty: 679.738525
	Iteration 7Q: 3 clusters Score -63387.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -63390.796875 Penalty: 679.738525
	Iteration 8Q: 3 clusters Score -63390.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -63392.839844 Penalty: 679.738525
	Iteration 9Q: 3 clusters Score -63392.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -63394.839844 Penalty: 679.738525
	Iteration 10Q: 3 clusters Score -63394.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -63397.914062 Penalty: 679.738525
	Iteration 11Q: 3 clusters Score -63397.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -63400.683594 Penalty: 679.738525
	Iteration 12Q: 3 clusters Score -63400.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -63402.195312 Penalty: 679.738525
	Iteration 13Q: 3 clusters Score -63402.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -63404.253906 Penalty: 679.738525
	Iteration 14Q: 3 clusters Score -63404.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -63405.078125 Penalty: 679.738525
	Iteration 15Q: 3 clusters Score -63405.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -63405.550781 Penalty: 679.738525
	Iteration 16Q: 3 clusters Score -63405.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -63405.550781 Penalty: 679.738525
	Iteration 17F: 3 clusters Score -63405.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -30946.603516 Penalty: 308.744232
	Iteration 0F: 2 clusters Score -30946.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -30275.833984 Penalty: 617.488464
	Iteration 0F: 3 clusters Score -30275.83 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -30559.832031 Penalty: 617.488464
	Iteration 1F: 3 clusters Score -30559.83 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -30691.445312 Penalty: 617.488464
	Iteration 2F: 3 clusters Score -30691.45 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -30786.705078 Penalty: 617.488464
	Iteration 3F: 3 clusters Score -30786.71 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -30832.248047 Penalty: 617.488464
	Iteration 4F: 3 clusters Score -30832.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -30859.044922 Penalty: 617.488464
	Iteration 5Q: 3 clusters Score -30859.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -30876.882812 Penalty: 617.488464
	Iteration 6Q: 3 clusters Score -30876.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -30887.109375 Penalty: 617.488464
	Iteration 7Q: 3 clusters Score -30887.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -30891.730469 Penalty: 617.488464
	Iteration 8Q: 3 clusters Score -30891.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -30894.580078 Penalty: 617.488464
	Iteration 9Q: 3 clusters Score -30894.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -30897.164062 Penalty: 617.488464
	Iteration 10Q: 3 clusters Score -30897.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -30901.312500 Penalty: 617.488464
	Iteration 11Q: 3 clusters Score -30901.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -30902.162109 Penalty: 617.488464
	Iteration 12Q: 3 clusters Score -30902.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -30903.853516 Penalty: 617.488464
	Iteration 13Q: 3 clusters Score -30903.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -30905.232422 Penalty: 617.488464
	Iteration 14Q: 3 clusters Score -30905.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -30905.392578 Penalty: 617.488464
	Iteration 15Q: 3 clusters Score -30905.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -30905.392578 Penalty: 617.488464
	Iteration 16F: 3 clusters Score -30905.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Entering Unmasked Estep 
Score: -354586.343750 Penalty: 416.583130
	Iteration 0F: 2 clusters Score -354586.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -348203.843750 Penalty: 833.166260
	Iteration 0F: 3 clusters Score -348203.8 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -350882.812500 Penalty: 833.166260
	Iteration 1F: 3 clusters Score -350882.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -351129.687500 Penalty: 833.166260
	Iteration 2F: 3 clusters Score -351129.7 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -351447.843750 Penalty: 833.166260
	Iteration 3F: 3 clusters Score -351447.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -351850.718750 Penalty: 833.166260
	Iteration 4F: 3 clusters Score -351850.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -352225.281250 Penalty: 833.166260
	Iteration 5F: 3 clusters Score -352225.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -352482.500000 Penalty: 833.166260
	Iteration 6Q: 3 clusters Score -352482.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -352597.906250 Penalty: 833.166260
	Iteration 7Q: 3 clusters Score -352597.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -352647.656250 Penalty: 833.166260
	Iteration 8Q: 3 clusters Score -352647.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -352681.843750 Penalty: 833.166260
	Iteration 9Q: 3 clusters Score -352681.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -352708.406250 Penalty: 833.166260
	Iteration 10Q: 3 clusters Score -352708.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -352732.250000 Penalty: 833.166260
	Iteration 11Q: 3 clusters Score -352732.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -352761.031250 Penalty: 833.166260
	Iteration 12Q: 3 clusters Score -352761 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -352800.656250 Penalty: 833.166260
	Iteration 13Q: 3 clusters Score -352800.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -352837.718750 Penalty: 833.166260
	Iteration 14Q: 3 clusters Score -352837.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -352876.625000 Penalty: 833.166260
	Iteration 15Q: 3 clusters Score -352876.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -352906.875000 Penalty: 833.166260
	Iteration 16Q: 3 clusters Score -352906.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -352933.750000 Penalty: 833.166260
	Iteration 17Q: 3 clusters Score -352933.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -352960.062500 Penalty: 833.166260
	Iteration 18Q: 3 clusters Score -352960.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -352992.281250 Penalty: 833.166260
	Iteration 19Q: 3 clusters Score -352992.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -353023.718750 Penalty: 833.166260
	Iteration 20F: 3 clusters Score -353023.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -353056.218750 Penalty: 833.166260
	Iteration 21Q: 3 clusters Score -353056.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -353088.062500 Penalty: 833.166260
	Iteration 22Q: 3 clusters Score -353088.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -353119.406250 Penalty: 833.166260
	Iteration 23Q: 3 clusters Score -353119.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -353158.437500 Penalty: 833.166260
	Iteration 24Q: 3 clusters Score -353158.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -353199.343750 Penalty: 833.166260
	Iteration 25Q: 3 clusters Score -353199.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -353234.718750 Penalty: 833.166260
	Iteration 26Q: 3 clusters Score -353234.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -353265.593750 Penalty: 833.166260
	Iteration 27Q: 3 clusters Score -353265.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -353296.687500 Penalty: 833.166260
	Iteration 28Q: 3 clusters Score -353296.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -353334.468750 Penalty: 833.166260
	Iteration 29Q: 3 clusters Score -353334.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -353366.812500 Penalty: 833.166260
	Iteration 30Q: 3 clusters Score -353366.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -353401.062500 Penalty: 833.166260
	Iteration 31Q: 3 clusters Score -353401.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -353437.843750 Penalty: 833.166260
	Iteration 32Q: 3 clusters Score -353437.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -353471.093750 Penalty: 833.166260
	Iteration 33Q: 3 clusters Score -353471.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -353511.250000 Penalty: 833.166260
	Iteration 34Q: 3 clusters Score -353511.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -353556.500000 Penalty: 833.166260
	Iteration 35Q: 3 clusters Score -353556.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -353598.500000 Penalty: 833.166260
	Iteration 36Q: 3 clusters Score -353598.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -353645.031250 Penalty: 833.166260
	Iteration 37Q: 3 clusters Score -353645 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -353698.875000 Penalty: 833.166260
	Iteration 38Q: 3 clusters Score -353698.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -353749.593750 Penalty: 833.166260
	Iteration 39Q: 3 clusters Score -353749.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -353795.750000 Penalty: 833.166260
	Iteration 40F: 3 clusters Score -353795.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -353839.343750 Penalty: 833.166260
	Iteration 41Q: 3 clusters Score -353839.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -353887.187500 Penalty: 833.166260
	Iteration 42Q: 3 clusters Score -353887.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -353940.718750 Penalty: 833.166260
	Iteration 43Q: 3 clusters Score -353940.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -353989.468750 Penalty: 833.166260
	Iteration 44Q: 3 clusters Score -353989.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -354033.562500 Penalty: 833.166260
	Iteration 45Q: 3 clusters Score -354033.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -354068.156250 Penalty: 833.166260
	Iteration 46Q: 3 clusters Score -354068.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -354101.468750 Penalty: 833.166260
	Iteration 47Q: 3 clusters Score -354101.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -354128.531250 Penalty: 833.166260
	Iteration 48Q: 3 clusters Score -354128.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -354150.406250 Penalty: 833.166260
	Iteration 49Q: 3 clusters Score -354150.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -354169.656250 Penalty: 833.166260
	Iteration 50Q: 3 clusters Score -354169.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -354184.437500 Penalty: 833.166260
	Iteration 51Q: 3 clusters Score -354184.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -354193.562500 Penalty: 833.166260
	Iteration 52Q: 3 clusters Score -354193.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -354203.593750 Penalty: 833.166260
	Iteration 53Q: 3 clusters Score -354203.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -354212.906250 Penalty: 833.166260
	Iteration 54Q: 3 clusters Score -354212.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -354220.437500 Penalty: 833.166260
	Iteration 55Q: 3 clusters Score -354220.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -354228.968750 Penalty: 833.166260
	Iteration 56Q: 3 clusters Score -354229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -354240.062500 Penalty: 833.166260
	Iteration 57Q: 3 clusters Score -354240.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -354247.562500 Penalty: 833.166260
	Iteration 58Q: 3 clusters Score -354247.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -354255.062500 Penalty: 833.166260
	Iteration 59Q: 3 clusters Score -354255.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -354259.406250 Penalty: 833.166260
	Iteration 60F: 3 clusters Score -354259.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -354261.718750 Penalty: 833.166260
	Iteration 61Q: 3 clusters Score -354261.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -354264.250000 Penalty: 833.166260
	Iteration 62Q: 3 clusters Score -354264.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -354266.781250 Penalty: 833.166260
	Iteration 63Q: 3 clusters Score -354266.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -354267.562500 Penalty: 833.166260
	Iteration 64Q: 3 clusters Score -354267.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -354269.406250 Penalty: 833.166260
	Iteration 65Q: 3 clusters Score -354269.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -354270.750000 Penalty: 833.166260
	Iteration 66Q: 3 clusters Score -354270.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -354271.656250 Penalty: 833.166260
	Iteration 67Q: 3 clusters Score -354271.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -354271.656250 Penalty: 833.166260
	Iteration 68F: 3 clusters Score -354271.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -33822.207031 Penalty: 310.804779
	Iteration 0F: 2 clusters Score -33822.21 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 457 members 
Entering Unmasked Estep 
Score: -33084.925781 Penalty: 621.609558
	Iteration 0F: 3 clusters Score -33084.93 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -33348.636719 Penalty: 621.609558
	Iteration 1F: 3 clusters Score -33348.64 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -33423.066406 Penalty: 621.609558
	Iteration 2F: 3 clusters Score -33423.07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -33476.667969 Penalty: 621.609558
	Iteration 3F: 3 clusters Score -33476.67 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -33524.968750 Penalty: 621.609558
	Iteration 4F: 3 clusters Score -33524.97 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -33565.601562 Penalty: 621.609558
	Iteration 5Q: 3 clusters Score -33565.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -33602.148438 Penalty: 621.609558
	Iteration 6Q: 3 clusters Score -33602.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -33626.238281 Penalty: 621.609558
	Iteration 7Q: 3 clusters Score -33626.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -33637.437500 Penalty: 621.609558
	Iteration 8Q: 3 clusters Score -33637.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -33644.949219 Penalty: 621.609558
	Iteration 9Q: 3 clusters Score -33644.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -33655.039062 Penalty: 621.609558
	Iteration 10Q: 3 clusters Score -33655.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -33665.433594 Penalty: 621.609558
	Iteration 11Q: 3 clusters Score -33665.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -33673.449219 Penalty: 621.609558
	Iteration 12Q: 3 clusters Score -33673.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -33681.296875 Penalty: 621.609558
	Iteration 13Q: 3 clusters Score -33681.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -33689.578125 Penalty: 621.609558
	Iteration 14Q: 3 clusters Score -33689.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -33694.339844 Penalty: 621.609558
	Iteration 15Q: 3 clusters Score -33694.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -33697.328125 Penalty: 621.609558
	Iteration 16Q: 3 clusters Score -33697.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -33701.023438 Penalty: 621.609558
	Iteration 17Q: 3 clusters Score -33701.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -33702.359375 Penalty: 621.609558
	Iteration 18Q: 3 clusters Score -33702.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -33702.867188 Penalty: 621.609558
	Iteration 19Q: 3 clusters Score -33702.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -33703.230469 Penalty: 621.609558
	Iteration 20F: 3 clusters Score -33703.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -33703.707031 Penalty: 621.609558
	Iteration 21Q: 3 clusters Score -33703.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -33703.707031 Penalty: 621.609558
	Iteration 22F: 3 clusters Score -33703.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Entering Unmasked Estep 
Score: -212562.687500 Penalty: 394.551361
	Iteration 0F: 2 clusters Score -212562.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -208686.687500 Penalty: 789.102722
	Iteration 0F: 3 clusters Score -208686.7 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -210633.218750 Penalty: 789.102722
	Iteration 1F: 3 clusters Score -210633.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -211213.562500 Penalty: 789.102722
	Iteration 2F: 3 clusters Score -211213.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -211607.781250 Penalty: 789.102722
	Iteration 3F: 3 clusters Score -211607.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -211831.843750 Penalty: 789.102722
	Iteration 4F: 3 clusters Score -211831.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -211957.921875 Penalty: 789.102722
	Iteration 5Q: 3 clusters Score -211957.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -212040.031250 Penalty: 789.102722
	Iteration 6Q: 3 clusters Score -212040 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -212117.109375 Penalty: 789.102722
	Iteration 7Q: 3 clusters Score -212117.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -212184.593750 Penalty: 789.102722
	Iteration 8Q: 3 clusters Score -212184.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -212265.656250 Penalty: 789.102722
	Iteration 9Q: 3 clusters Score -212265.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -212344.062500 Penalty: 789.102722
	Iteration 10Q: 3 clusters Score -212344.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -212400.156250 Penalty: 789.102722
	Iteration 11Q: 3 clusters Score -212400.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -212436.437500 Penalty: 789.102722
	Iteration 12Q: 3 clusters Score -212436.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -212462.875000 Penalty: 789.102722
	Iteration 13Q: 3 clusters Score -212462.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -212477.718750 Penalty: 789.102722
	Iteration 14Q: 3 clusters Score -212477.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -212491.343750 Penalty: 789.102722
	Iteration 15Q: 3 clusters Score -212491.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -212506.250000 Penalty: 789.102722
	Iteration 16Q: 3 clusters Score -212506.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -212520.281250 Penalty: 789.102722
	Iteration 17Q: 3 clusters Score -212520.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -212530.390625 Penalty: 789.102722
	Iteration 18Q: 3 clusters Score -212530.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -212537.484375 Penalty: 789.102722
	Iteration 19Q: 3 clusters Score -212537.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -212541.109375 Penalty: 789.102722
	Iteration 20F: 3 clusters Score -212541.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -212542.718750 Penalty: 789.102722
	Iteration 21Q: 3 clusters Score -212542.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -212545.031250 Penalty: 789.102722
	Iteration 22Q: 3 clusters Score -212545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -212545.453125 Penalty: 789.102722
	Iteration 23Q: 3 clusters Score -212545.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -212546.640625 Penalty: 789.102722
	Iteration 24Q: 3 clusters Score -212546.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -212547.609375 Penalty: 789.102722
	Iteration 25Q: 3 clusters Score -212547.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -212550.078125 Penalty: 789.102722
	Iteration 26Q: 3 clusters Score -212550.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -212551.234375 Penalty: 789.102722
	Iteration 27Q: 3 clusters Score -212551.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -212552.500000 Penalty: 789.102722
	Iteration 28Q: 3 clusters Score -212552.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -212553.718750 Penalty: 789.102722
	Iteration 29Q: 3 clusters Score -212553.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -212554.531250 Penalty: 789.102722
	Iteration 30Q: 3 clusters Score -212554.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -212556.296875 Penalty: 789.102722
	Iteration 31Q: 3 clusters Score -212556.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -212558.781250 Penalty: 789.102722
	Iteration 32Q: 3 clusters Score -212558.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -212561.625000 Penalty: 789.102722
	Iteration 33Q: 3 clusters Score -212561.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -212562.296875 Penalty: 789.102722
	Iteration 34Q: 3 clusters Score -212562.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -212564.125000 Penalty: 789.102722
	Iteration 35Q: 3 clusters Score -212564.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -212565.343750 Penalty: 789.102722
	Iteration 36Q: 3 clusters Score -212565.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -212565.234375 Penalty: 789.102722
	Iteration 37Q: 3 clusters Score -212565.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -212565.234375 Penalty: 789.102722
	Iteration 38F: 3 clusters Score -212565.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 589383 members 
Mstep: Class 10 contains 6748 members 
Mstep: Class 11 contains 20565 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 1045 members 
Mstep: Class 14 contains 3347 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 559095 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 7014 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 11885 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 12749 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3668 members 
Mstep: Class 30 contains 12637 members 
Mstep: Class 31 contains 5514 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 2131 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 9468 members 
Mstep: Class 37 contains 926 members 
Mstep: Class 38 contains 462 members 
Mstep: Class 39 contains 4918 members 
Mstep: Class 40 contains 1410 members 
Mstep: Class 41 contains 5372 members 
Entering Unmasked Estep 
Score: -50386040.000000 Penalty: 26384.455078
Splitting cluster 38 changes total score from -50386268.000000 to -50386040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (4918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Entering Unmasked Estep 
Score: -180152.640625 Penalty: 386.779907
	Iteration 0F: 2 clusters Score -180152.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -176806.828125 Penalty: 773.559814
	Iteration 0F: 3 clusters Score -176806.8 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -178135.218750 Penalty: 773.559814
	Iteration 1F: 3 clusters Score -178135.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -178387.828125 Penalty: 773.559814
	Iteration 2F: 3 clusters Score -178387.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -178685.140625 Penalty: 773.559814
	Iteration 3F: 3 clusters Score -178685.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -178950.750000 Penalty: 773.559814
	Iteration 4F: 3 clusters Score -178950.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -179226.906250 Penalty: 773.559814
	Iteration 5F: 3 clusters Score -179226.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -179411.562500 Penalty: 773.559814
	Iteration 6F: 3 clusters Score -179411.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -179486.515625 Penalty: 773.559814
	Iteration 7Q: 3 clusters Score -179486.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -179525.578125 Penalty: 773.559814
	Iteration 8Q: 3 clusters Score -179525.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -179552.796875 Penalty: 773.559814
	Iteration 9Q: 3 clusters Score -179552.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -179566.437500 Penalty: 773.559814
	Iteration 10Q: 3 clusters Score -179566.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -179573.906250 Penalty: 773.559814
	Iteration 11Q: 3 clusters Score -179573.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -179581.546875 Penalty: 773.559814
	Iteration 12Q: 3 clusters Score -179581.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -179590.125000 Penalty: 773.559814
	Iteration 13Q: 3 clusters Score -179590.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -179594.078125 Penalty: 773.559814
	Iteration 14Q: 3 clusters Score -179594.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -179598.734375 Penalty: 773.559814
	Iteration 15Q: 3 clusters Score -179598.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -179602.671875 Penalty: 773.559814
	Iteration 16Q: 3 clusters Score -179602.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -179607.609375 Penalty: 773.559814
	Iteration 17Q: 3 clusters Score -179607.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -179610.312500 Penalty: 773.559814
	Iteration 18Q: 3 clusters Score -179610.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -179614.515625 Penalty: 773.559814
	Iteration 19Q: 3 clusters Score -179614.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -179617.968750 Penalty: 773.559814
	Iteration 20F: 3 clusters Score -179618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -179619.359375 Penalty: 773.559814
	Iteration 21Q: 3 clusters Score -179619.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -179619.953125 Penalty: 773.559814
	Iteration 22Q: 3 clusters Score -179620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -179620.718750 Penalty: 773.559814
	Iteration 23Q: 3 clusters Score -179620.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -179620.921875 Penalty: 773.559814
	Iteration 24Q: 3 clusters Score -179620.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -179621.062500 Penalty: 773.559814
	Iteration 25Q: 3 clusters Score -179621.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -179621.437500 Penalty: 773.559814
	Iteration 26Q: 3 clusters Score -179621.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -179621.437500 Penalty: 773.559814
	Iteration 27F: 3 clusters Score -179621.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Entering Unmasked Estep 
Score: -51531.542969 Penalty: 329.936218
	Iteration 0F: 2 clusters Score -51531.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -50454.304688 Penalty: 659.872437
	Iteration 0F: 3 clusters Score -50454.3 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -50766.746094 Penalty: 659.872437
	Iteration 1F: 3 clusters Score -50766.75 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -50824.539062 Penalty: 659.872437
	Iteration 2F: 3 clusters Score -50824.54 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -50879.519531 Penalty: 659.872437
	Iteration 3F: 3 clusters Score -50879.52 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -50938.714844 Penalty: 659.872437
	Iteration 4F: 3 clusters Score -50938.71 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -50995.886719 Penalty: 659.872437
	Iteration 5Q: 3 clusters Score -50995.89 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -51030.921875 Penalty: 659.872437
	Iteration 6Q: 3 clusters Score -51030.92 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -51061.441406 Penalty: 659.872437
	Iteration 7Q: 3 clusters Score -51061.44 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -51088.878906 Penalty: 659.872437
	Iteration 8Q: 3 clusters Score -51088.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -51126.109375 Penalty: 659.872437
	Iteration 9Q: 3 clusters Score -51126.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -51149.578125 Penalty: 659.872437
	Iteration 10Q: 3 clusters Score -51149.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -51162.746094 Penalty: 659.872437
	Iteration 11Q: 3 clusters Score -51162.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -51171.785156 Penalty: 659.872437
	Iteration 12Q: 3 clusters Score -51171.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -51178.050781 Penalty: 659.872437
	Iteration 13Q: 3 clusters Score -51178.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -51179.828125 Penalty: 659.872437
	Iteration 14Q: 3 clusters Score -51179.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -51181.343750 Penalty: 659.872437
	Iteration 15Q: 3 clusters Score -51181.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -51181.515625 Penalty: 659.872437
	Iteration 16Q: 3 clusters Score -51181.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -51181.535156 Penalty: 659.872437
	Iteration 17Q: 3 clusters Score -51181.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -51181.660156 Penalty: 659.872437
	Iteration 18Q: 3 clusters Score -51181.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -51181.695312 Penalty: 659.872437
	Iteration 19Q: 3 clusters Score -51181.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -51181.695312 Penalty: 659.872437
	Iteration 20F: 3 clusters Score -51181.7 nChanged 0
23->41 Clusters: Score -50386268.000000, best is -50385852.000000
THE BEST YET!

Starting from 24 clusters...
--- Clustering full data set of 1387992 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 60048 members 
Mstep: Class 3 contains 60090 members 
Mstep: Class 4 contains 60255 members 
Mstep: Class 5 contains 60198 members 
Mstep: Class 6 contains 60463 members 
Mstep: Class 7 contains 60211 members 
Mstep: Class 8 contains 60813 members 
Mstep: Class 9 contains 60396 members 
Mstep: Class 10 contains 60276 members 
Mstep: Class 11 contains 60599 members 
Mstep: Class 12 contains 60253 members 
Mstep: Class 13 contains 60276 members 
Mstep: Class 14 contains 60016 members 
Mstep: Class 15 contains 61021 members 
Mstep: Class 16 contains 60272 members 
Mstep: Class 17 contains 60309 members 
Mstep: Class 18 contains 60466 members 
Mstep: Class 19 contains 60318 members 
Mstep: Class 20 contains 59846 members 
Mstep: Class 21 contains 60487 members 
Mstep: Class 22 contains 60293 members 
Mstep: Class 23 contains 60760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 175.935913 but Gain 643.523438
Score: -44828164.000000 Penalty: 14157.511719
Iteration 0F: 23 clusters Score -4.482816e+07 nChanged 1325029
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 29833 members 
Mstep: Class 3 contains 43770 members 
Mstep: Class 4 contains 239681 members 
Mstep: Class 5 contains 143557 members 
Mstep: Class 6 contains 39359 members 
Mstep: Class 7 contains 61539 members 
Mstep: Class 8 contains 27735 members 
Mstep: Class 9 contains 57215 members 
Mstep: Class 10 contains 22021 members 
Mstep: Class 11 contains 146486 members 
Mstep: Class 12 contains 83252 members 
Mstep: Class 13 contains 63685 members 
Mstep: Class 14 contains 25210 members 
Mstep: Class 15 contains 121826 members 
Mstep: Class 16 contains 42937 members 
Mstep: Class 17 contains 50428 members 
Mstep: Class 18 contains 12998 members 
Mstep: Class 19 contains 16946 members 
Mstep: Class 21 contains 28608 members 
Mstep: Class 22 contains 41604 members 
Mstep: Class 23 contains 34422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242544.000000 Penalty: 14157.511719
Iteration 1F: 23 clusters Score -4.824254e+07 nChanged 432640
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 27636 members 
Mstep: Class 3 contains 35581 members 
Mstep: Class 4 contains 352961 members 
Mstep: Class 5 contains 135342 members 
Mstep: Class 6 contains 19982 members 
Mstep: Class 7 contains 59889 members 
Mstep: Class 8 contains 21498 members 
Mstep: Class 9 contains 48258 members 
Mstep: Class 10 contains 9875 members 
Mstep: Class 11 contains 171316 members 
Mstep: Class 12 contains 87714 members 
Mstep: Class 13 contains 58086 members 
Mstep: Class 14 contains 25687 members 
Mstep: Class 15 contains 115067 members 
Mstep: Class 16 contains 30177 members 
Mstep: Class 17 contains 47490 members 
Mstep: Class 18 contains 5585 members 
Mstep: Class 19 contains 10011 members 
Mstep: Class 21 contains 28130 members 
Mstep: Class 22 contains 34828 members 
Mstep: Class 23 contains 20585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48684672.000000 Penalty: 14157.511719
Iteration 2F: 23 clusters Score -4.868467e+07 nChanged 295644
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 21327 members 
Mstep: Class 3 contains 27883 members 
Mstep: Class 4 contains 463336 members 
Mstep: Class 5 contains 125868 members 
Mstep: Class 6 contains 10709 members 
Mstep: Class 7 contains 50605 members 
Mstep: Class 8 contains 15723 members 
Mstep: Class 9 contains 36071 members 
Mstep: Class 10 contains 5442 members 
Mstep: Class 11 contains 190330 members 
Mstep: Class 12 contains 83967 members 
Mstep: Class 13 contains 47486 members 
Mstep: Class 14 contains 30340 members 
Mstep: Class 15 contains 98825 members 
Mstep: Class 16 contains 22578 members 
Mstep: Class 17 contains 38053 members 
Mstep: Class 18 contains 3040 members 
Mstep: Class 19 contains 5156 members 
Mstep: Class 21 contains 39794 members 
Mstep: Class 22 contains 29646 members 
Mstep: Class 23 contains 13663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48993576.000000 Penalty: 14157.511719
Iteration 3F: 23 clusters Score -4.899358e+07 nChanged 242037
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 14216 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 564914 members 
Mstep: Class 5 contains 115454 members 
Mstep: Class 6 contains 7069 members 
Mstep: Class 7 contains 39312 members 
Mstep: Class 8 contains 10201 members 
Mstep: Class 9 contains 23395 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 197025 members 
Mstep: Class 12 contains 82002 members 
Mstep: Class 13 contains 36716 members 
Mstep: Class 14 contains 41227 members 
Mstep: Class 15 contains 79685 members 
Mstep: Class 16 contains 18130 members 
Mstep: Class 17 contains 26060 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 2150 members 
Mstep: Class 21 contains 54389 members 
Mstep: Class 22 contains 22541 members 
Mstep: Class 23 contains 10227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49237128.000000 Penalty: 14157.511719
Iteration 4F: 23 clusters Score -4.923713e+07 nChanged 195421
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 9298 members 
Mstep: Class 3 contains 14852 members 
Mstep: Class 4 contains 631420 members 
Mstep: Class 5 contains 104375 members 
Mstep: Class 6 contains 6101 members 
Mstep: Class 7 contains 28791 members 
Mstep: Class 8 contains 6554 members 
Mstep: Class 9 contains 13953 members 
Mstep: Class 10 contains 2138 members 
Mstep: Class 11 contains 187211 members 
Mstep: Class 12 contains 98042 members 
Mstep: Class 13 contains 27407 members 
Mstep: Class 14 contains 54774 members 
Mstep: Class 15 contains 62916 members 
Mstep: Class 16 contains 15760 members 
Mstep: Class 17 contains 16934 members 
Mstep: Class 18 contains 2293 members 
Mstep: Class 19 contains 781 members 
Mstep: Class 21 contains 69954 members 
Mstep: Class 22 contains 15695 members 
Mstep: Class 23 contains 8928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 267.942749 but Gain 643.522461
Score: -49444688.000000 Penalty: 13513.989258
Iteration 5F: 22 clusters Score -4.944469e+07 nChanged 160256
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 6627 members 
Mstep: Class 3 contains 10257 members 
Mstep: Class 4 contains 680320 members 
Mstep: Class 5 contains 94917 members 
Mstep: Class 6 contains 6097 members 
Mstep: Class 7 contains 20365 members 
Mstep: Class 8 contains 4526 members 
Mstep: Class 9 contains 8648 members 
Mstep: Class 10 contains 1445 members 
Mstep: Class 11 contains 162601 members 
Mstep: Class 12 contains 119965 members 
Mstep: Class 13 contains 18555 members 
Mstep: Class 14 contains 68181 members 
Mstep: Class 15 contains 50475 members 
Mstep: Class 16 contains 14807 members 
Mstep: Class 17 contains 10634 members 
Mstep: Class 18 contains 2221 members 
Mstep: Class 21 contains 82181 members 
Mstep: Class 22 contains 10748 members 
Mstep: Class 23 contains 8883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49585532.000000 Penalty: 13513.989258
Iteration 6F: 22 clusters Score -4.958553e+07 nChanged 129266
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4426 members 
Mstep: Class 3 contains 7021 members 
Mstep: Class 4 contains 709958 members 
Mstep: Class 5 contains 86680 members 
Mstep: Class 6 contains 6365 members 
Mstep: Class 7 contains 16194 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 11 contains 133486 members 
Mstep: Class 12 contains 144633 members 
Mstep: Class 13 contains 11548 members 
Mstep: Class 14 contains 80309 members 
Mstep: Class 15 contains 41520 members 
Mstep: Class 16 contains 14823 members 
Mstep: Class 17 contains 7142 members 
Mstep: Class 18 contains 2128 members 
Mstep: Class 21 contains 89824 members 
Mstep: Class 22 contains 8050 members 
Mstep: Class 23 contains 9396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49660352.000000 Penalty: 13513.989258
Iteration 7F: 22 clusters Score -4.966035e+07 nChanged 104286
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 4977 members 
Mstep: Class 4 contains 716910 members 
Mstep: Class 5 contains 79950 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 14358 members 
Mstep: Class 8 contains 3741 members 
Mstep: Class 9 contains 5278 members 
Mstep: Class 10 contains 1571 members 
Mstep: Class 11 contains 108115 members 
Mstep: Class 12 contains 171799 members 
Mstep: Class 13 contains 7497 members 
Mstep: Class 14 contains 91232 members 
Mstep: Class 15 contains 35205 members 
Mstep: Class 16 contains 15540 members 
Mstep: Class 17 contains 5894 members 
Mstep: Class 18 contains 2132 members 
Mstep: Class 21 contains 95737 members 
Mstep: Class 22 contains 6827 members 
Mstep: Class 23 contains 9979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49718576.000000 Penalty: 13513.989258
Iteration 8F: 22 clusters Score -4.971858e+07 nChanged 87437
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1805 members 
Mstep: Class 3 contains 3857 members 
Mstep: Class 4 contains 707995 members 
Mstep: Class 5 contains 74033 members 
Mstep: Class 6 contains 6868 members 
Mstep: Class 7 contains 12774 members 
Mstep: Class 8 contains 4033 members 
Mstep: Class 9 contains 4487 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 87845 members 
Mstep: Class 12 contains 200599 members 
Mstep: Class 13 contains 5271 members 
Mstep: Class 14 contains 101129 members 
Mstep: Class 15 contains 30428 members 
Mstep: Class 16 contains 16586 members 
Mstep: Class 17 contains 5889 members 
Mstep: Class 18 contains 2139 members 
Mstep: Class 21 contains 101627 members 
Mstep: Class 22 contains 6565 members 
Mstep: Class 23 contains 10680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49773844.000000 Penalty: 13513.989258
Iteration 9F: 22 clusters Score -4.977384e+07 nChanged 76679
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 688982 members 
Mstep: Class 5 contains 68784 members 
Mstep: Class 6 contains 7087 members 
Mstep: Class 7 contains 11172 members 
Mstep: Class 8 contains 4404 members 
Mstep: Class 9 contains 3832 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 72392 members 
Mstep: Class 12 contains 229947 members 
Mstep: Class 13 contains 4013 members 
Mstep: Class 14 contains 109972 members 
Mstep: Class 15 contains 26849 members 
Mstep: Class 16 contains 17828 members 
Mstep: Class 17 contains 6190 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 21 contains 107839 members 
Mstep: Class 22 contains 6758 members 
Mstep: Class 23 contains 11499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49823472.000000 Penalty: 13513.989258
Iteration 10F: 22 clusters Score -4.982347e+07 nChanged 67994
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 931 members 
Mstep: Class 3 contains 3222 members 
Mstep: Class 4 contains 664400 members 
Mstep: Class 5 contains 64141 members 
Mstep: Class 6 contains 7268 members 
Mstep: Class 7 contains 9701 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 3384 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 60990 members 
Mstep: Class 12 contains 259314 members 
Mstep: Class 13 contains 3306 members 
Mstep: Class 14 contains 117553 members 
Mstep: Class 15 contains 24299 members 
Mstep: Class 16 contains 18864 members 
Mstep: Class 17 contains 6611 members 
Mstep: Class 18 contains 2201 members 
Mstep: Class 21 contains 113384 members 
Mstep: Class 22 contains 7269 members 
Mstep: Class 23 contains 12295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49865996.000000 Penalty: 13513.989258
Iteration 11Q: 22 clusters Score -4.9866e+07 nChanged 60135
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 3138 members 
Mstep: Class 4 contains 638377 members 
Mstep: Class 5 contains 60049 members 
Mstep: Class 6 contains 7451 members 
Mstep: Class 7 contains 8352 members 
Mstep: Class 8 contains 5271 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 3435 members 
Mstep: Class 11 contains 52724 members 
Mstep: Class 12 contains 287200 members 
Mstep: Class 13 contains 3027 members 
Mstep: Class 14 contains 123782 members 
Mstep: Class 15 contains 22386 members 
Mstep: Class 16 contains 19732 members 
Mstep: Class 17 contains 7045 members 
Mstep: Class 18 contains 2244 members 
Mstep: Class 21 contains 117700 members 
Mstep: Class 22 contains 8032 members 
Mstep: Class 23 contains 13125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49896436.000000 Penalty: 13513.989258
Iteration 12Q: 22 clusters Score -4.989644e+07 nChanged 53751
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 906 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 612356 members 
Mstep: Class 5 contains 56686 members 
Mstep: Class 6 contains 7652 members 
Mstep: Class 7 contains 7271 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 2848 members 
Mstep: Class 10 contains 3749 members 
Mstep: Class 11 contains 46656 members 
Mstep: Class 12 contains 313718 members 
Mstep: Class 13 contains 3097 members 
Mstep: Class 14 contains 128625 members 
Mstep: Class 15 contains 20899 members 
Mstep: Class 16 contains 20442 members 
Mstep: Class 17 contains 7462 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 21 contains 120572 members 
Mstep: Class 22 contains 8888 members 
Mstep: Class 23 contains 13955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49913256.000000 Penalty: 13513.989258
Iteration 13Q: 22 clusters Score -4.991326e+07 nChanged 48661
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 587479 members 
Mstep: Class 5 contains 53961 members 
Mstep: Class 6 contains 7815 members 
Mstep: Class 7 contains 6503 members 
Mstep: Class 8 contains 6406 members 
Mstep: Class 9 contains 2718 members 
Mstep: Class 10 contains 3983 members 
Mstep: Class 11 contains 42606 members 
Mstep: Class 12 contains 337989 members 
Mstep: Class 13 contains 3281 members 
Mstep: Class 14 contains 132404 members 
Mstep: Class 15 contains 19731 members 
Mstep: Class 16 contains 20852 members 
Mstep: Class 17 contains 7853 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 21 contains 122320 members 
Mstep: Class 22 contains 9719 members 
Mstep: Class 23 contains 14771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49926572.000000 Penalty: 13513.989258
Iteration 14Q: 22 clusters Score -4.992657e+07 nChanged 46417
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1321 members 
Mstep: Class 3 contains 3115 members 
Mstep: Class 4 contains 561694 members 
Mstep: Class 5 contains 51651 members 
Mstep: Class 6 contains 7900 members 
Mstep: Class 7 contains 6053 members 
Mstep: Class 8 contains 7124 members 
Mstep: Class 9 contains 2676 members 
Mstep: Class 10 contains 4201 members 
Mstep: Class 11 contains 39889 members 
Mstep: Class 12 contains 361869 members 
Mstep: Class 13 contains 3485 members 
Mstep: Class 14 contains 135578 members 
Mstep: Class 15 contains 18878 members 
Mstep: Class 16 contains 21168 members 
Mstep: Class 17 contains 8278 members 
Mstep: Class 18 contains 2412 members 
Mstep: Class 21 contains 123503 members 
Mstep: Class 22 contains 10571 members 
Mstep: Class 23 contains 15532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49942496.000000 Penalty: 13513.989258
Iteration 15Q: 22 clusters Score -4.99425e+07 nChanged 46579
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1637 members 
Mstep: Class 3 contains 3182 members 
Mstep: Class 4 contains 532451 members 
Mstep: Class 5 contains 49632 members 
Mstep: Class 6 contains 7928 members 
Mstep: Class 7 contains 5888 members 
Mstep: Class 8 contains 7830 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 4385 members 
Mstep: Class 11 contains 37993 members 
Mstep: Class 12 contains 387610 members 
Mstep: Class 13 contains 3663 members 
Mstep: Class 14 contains 138403 members 
Mstep: Class 15 contains 18339 members 
Mstep: Class 16 contains 21511 members 
Mstep: Class 17 contains 8571 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 21 contains 125015 members 
Mstep: Class 22 contains 11367 members 
Mstep: Class 23 contains 16306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49957384.000000 Penalty: 13513.989258
Iteration 16Q: 22 clusters Score -4.995738e+07 nChanged 46187
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2008 members 
Mstep: Class 3 contains 3279 members 
Mstep: Class 4 contains 501535 members 
Mstep: Class 5 contains 48061 members 
Mstep: Class 6 contains 7945 members 
Mstep: Class 7 contains 5946 members 
Mstep: Class 8 contains 8495 members 
Mstep: Class 9 contains 2826 members 
Mstep: Class 10 contains 4574 members 
Mstep: Class 11 contains 36326 members 
Mstep: Class 12 contains 414509 members 
Mstep: Class 13 contains 3859 members 
Mstep: Class 14 contains 140865 members 
Mstep: Class 15 contains 18039 members 
Mstep: Class 16 contains 21946 members 
Mstep: Class 17 contains 8699 members 
Mstep: Class 18 contains 2488 members 
Mstep: Class 21 contains 126492 members 
Mstep: Class 22 contains 12018 members 
Mstep: Class 23 contains 17015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49976176.000000 Penalty: 13513.989258
Iteration 17Q: 22 clusters Score -4.997618e+07 nChanged 46875
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2427 members 
Mstep: Class 3 contains 3368 members 
Mstep: Class 4 contains 469071 members 
Mstep: Class 5 contains 46735 members 
Mstep: Class 6 contains 7947 members 
Mstep: Class 7 contains 6201 members 
Mstep: Class 8 contains 9145 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 4757 members 
Mstep: Class 11 contains 34759 members 
Mstep: Class 12 contains 442808 members 
Mstep: Class 13 contains 4029 members 
Mstep: Class 14 contains 143199 members 
Mstep: Class 15 contains 17907 members 
Mstep: Class 16 contains 22450 members 
Mstep: Class 17 contains 8716 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 21 contains 127631 members 
Mstep: Class 22 contains 12645 members 
Mstep: Class 23 contains 17702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49996392.000000 Penalty: 13513.989258
Iteration 18Q: 22 clusters Score -4.999639e+07 nChanged 47217
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2905 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 4 contains 436543 members 
Mstep: Class 5 contains 45529 members 
Mstep: Class 6 contains 7951 members 
Mstep: Class 7 contains 6562 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 2978 members 
Mstep: Class 10 contains 4879 members 
Mstep: Class 11 contains 33227 members 
Mstep: Class 12 contains 471882 members 
Mstep: Class 13 contains 4225 members 
Mstep: Class 14 contains 145218 members 
Mstep: Class 15 contains 17824 members 
Mstep: Class 16 contains 23042 members 
Mstep: Class 17 contains 8658 members 
Mstep: Class 18 contains 2633 members 
Mstep: Class 21 contains 128055 members 
Mstep: Class 22 contains 13341 members 
Mstep: Class 23 contains 18424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50019828.000000 Penalty: 13513.989258
Iteration 19Q: 22 clusters Score -5.001983e+07 nChanged 46888
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3416 members 
Mstep: Class 3 contains 3582 members 
Mstep: Class 4 contains 405671 members 
Mstep: Class 5 contains 44452 members 
Mstep: Class 6 contains 7942 members 
Mstep: Class 7 contains 6913 members 
Mstep: Class 8 contains 10073 members 
Mstep: Class 9 contains 3027 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 31731 members 
Mstep: Class 12 contains 500754 members 
Mstep: Class 13 contains 4432 members 
Mstep: Class 14 contains 146875 members 
Mstep: Class 15 contains 17775 members 
Mstep: Class 16 contains 23727 members 
Mstep: Class 17 contains 8625 members 
Mstep: Class 18 contains 2722 members 
Mstep: Class 21 contains 127309 members 
Mstep: Class 22 contains 13957 members 
Mstep: Class 23 contains 19129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50050892.000000 Penalty: 13513.989258
Iteration 20F: 22 clusters Score -5.005089e+07 nChanged 49903
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4785 members 
Mstep: Class 3 contains 3743 members 
Mstep: Class 4 contains 375946 members 
Mstep: Class 5 contains 42279 members 
Mstep: Class 6 contains 7934 members 
Mstep: Class 7 contains 7248 members 
Mstep: Class 8 contains 10445 members 
Mstep: Class 9 contains 3151 members 
Mstep: Class 10 contains 5161 members 
Mstep: Class 11 contains 29972 members 
Mstep: Class 12 contains 530383 members 
Mstep: Class 13 contains 4738 members 
Mstep: Class 14 contains 148157 members 
Mstep: Class 15 contains 17691 members 
Mstep: Class 16 contains 24499 members 
Mstep: Class 17 contains 8728 members 
Mstep: Class 18 contains 2828 members 
Mstep: Class 21 contains 125013 members 
Mstep: Class 22 contains 14801 members 
Mstep: Class 23 contains 19687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50093348.000000 Penalty: 13513.989258
Iteration 21Q: 22 clusters Score -5.009335e+07 nChanged 48463
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6275 members 
Mstep: Class 3 contains 3883 members 
Mstep: Class 4 contains 352688 members 
Mstep: Class 5 contains 40057 members 
Mstep: Class 6 contains 7942 members 
Mstep: Class 7 contains 7374 members 
Mstep: Class 8 contains 10740 members 
Mstep: Class 9 contains 3196 members 
Mstep: Class 10 contains 5371 members 
Mstep: Class 11 contains 28131 members 
Mstep: Class 12 contains 557126 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 148962 members 
Mstep: Class 15 contains 17680 members 
Mstep: Class 16 contains 25210 members 
Mstep: Class 17 contains 8881 members 
Mstep: Class 18 contains 2951 members 
Mstep: Class 21 contains 120301 members 
Mstep: Class 22 contains 15370 members 
Mstep: Class 23 contains 20113 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 22Q: 22 clusters Score -5.015122e+07 nChanged 44370
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7986 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 341499 members 
Mstep: Class 5 contains 37831 members 
Mstep: Class 6 contains 7977 members 
Mstep: Class 7 contains 7270 members 
Mstep: Class 8 contains 10933 members 
Mstep: Class 9 contains 3224 members 
Mstep: Class 10 contains 5572 members 
Mstep: Class 11 contains 26233 members 
Mstep: Class 12 contains 575870 members 
Mstep: Class 13 contains 5318 members 
Mstep: Class 14 contains 149400 members 
Mstep: Class 15 contains 17713 members 
Mstep: Class 16 contains 25780 members 
Mstep: Class 17 contains 9204 members 
Mstep: Class 18 contains 3074 members 
Mstep: Class 21 contains 112461 members 
Mstep: Class 22 contains 15558 members 
Mstep: Class 23 contains 20404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50206312.000000 Penalty: 13513.989258
Iteration 23Q: 22 clusters Score -5.020631e+07 nChanged 37019
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9704 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 342113 members 
Mstep: Class 5 contains 35837 members 
Mstep: Class 6 contains 8090 members 
Mstep: Class 7 contains 6953 members 
Mstep: Class 8 contains 11218 members 
Mstep: Class 9 contains 3275 members 
Mstep: Class 10 contains 5664 members 
Mstep: Class 11 contains 24542 members 
Mstep: Class 12 contains 584584 members 
Mstep: Class 13 contains 5578 members 
Mstep: Class 14 contains 150218 members 
Mstep: Class 15 contains 17786 members 
Mstep: Class 16 contains 26138 members 
Mstep: Class 17 contains 9542 members 
Mstep: Class 18 contains 3150 members 
Mstep: Class 21 contains 102817 members 
Mstep: Class 22 contains 15523 members 
Mstep: Class 23 contains 20576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50232916.000000 Penalty: 13513.989258
Iteration 24Q: 22 clusters Score -5.023292e+07 nChanged 29001
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11338 members 
Mstep: Class 3 contains 4015 members 
Mstep: Class 4 contains 348155 members 
Mstep: Class 5 contains 34164 members 
Mstep: Class 6 contains 8217 members 
Mstep: Class 7 contains 6586 members 
Mstep: Class 8 contains 11728 members 
Mstep: Class 9 contains 3388 members 
Mstep: Class 10 contains 5676 members 
Mstep: Class 11 contains 23101 members 
Mstep: Class 12 contains 587279 members 
Mstep: Class 13 contains 5757 members 
Mstep: Class 14 contains 151768 members 
Mstep: Class 15 contains 17850 members 
Mstep: Class 16 contains 26327 members 
Mstep: Class 17 contains 9738 members 
Mstep: Class 18 contains 3206 members 
Mstep: Class 21 contains 93082 members 
Mstep: Class 22 contains 15338 members 
Mstep: Class 23 contains 20627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50247680.000000 Penalty: 13513.989258
Iteration 25Q: 22 clusters Score -5.024768e+07 nChanged 23201
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 12712 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 355285 members 
Mstep: Class 5 contains 32872 members 
Mstep: Class 6 contains 8368 members 
Mstep: Class 7 contains 6193 members 
Mstep: Class 8 contains 12342 members 
Mstep: Class 9 contains 3640 members 
Mstep: Class 10 contains 5657 members 
Mstep: Class 11 contains 21856 members 
Mstep: Class 12 contains 587730 members 
Mstep: Class 13 contains 5913 members 
Mstep: Class 14 contains 153616 members 
Mstep: Class 15 contains 17840 members 
Mstep: Class 16 contains 26438 members 
Mstep: Class 17 contains 9913 members 
Mstep: Class 18 contains 3220 members 
Mstep: Class 21 contains 83991 members 
Mstep: Class 22 contains 15162 members 
Mstep: Class 23 contains 20581 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 26Q: 22 clusters Score -5.02564e+07 nChanged 19462
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13903 members 
Mstep: Class 3 contains 4039 members 
Mstep: Class 4 contains 362576 members 
Mstep: Class 5 contains 31770 members 
Mstep: Class 6 contains 8536 members 
Mstep: Class 7 contains 5761 members 
Mstep: Class 8 contains 12907 members 
Mstep: Class 9 contains 3991 members 
Mstep: Class 10 contains 5623 members 
Mstep: Class 11 contains 20779 members 
Mstep: Class 12 contains 587394 members 
Mstep: Class 13 contains 6054 members 
Mstep: Class 14 contains 155485 members 
Mstep: Class 15 contains 17808 members 
Mstep: Class 16 contains 26490 members 
Mstep: Class 17 contains 10101 members 
Mstep: Class 18 contains 3168 members 
Mstep: Class 21 contains 75555 members 
Mstep: Class 22 contains 15022 members 
Mstep: Class 23 contains 20409 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 27Q: 22 clusters Score -5.026228e+07 nChanged 16543
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 14780 members 
Mstep: Class 3 contains 4060 members 
Mstep: Class 4 contains 369475 members 
Mstep: Class 5 contains 30937 members 
Mstep: Class 6 contains 8682 members 
Mstep: Class 7 contains 5312 members 
Mstep: Class 8 contains 13317 members 
Mstep: Class 9 contains 4329 members 
Mstep: Class 10 contains 5672 members 
Mstep: Class 11 contains 19871 members 
Mstep: Class 12 contains 586833 members 
Mstep: Class 13 contains 6204 members 
Mstep: Class 14 contains 157394 members 
Mstep: Class 15 contains 17763 members 
Mstep: Class 16 contains 26524 members 
Mstep: Class 17 contains 10262 members 
Mstep: Class 18 contains 3120 members 
Mstep: Class 21 contains 67782 members 
Mstep: Class 22 contains 14852 members 
Mstep: Class 23 contains 20210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50266848.000000 Penalty: 13513.989258
Iteration 28Q: 22 clusters Score -5.026685e+07 nChanged 14226
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15455 members 
Mstep: Class 3 contains 4085 members 
Mstep: Class 4 contains 375557 members 
Mstep: Class 5 contains 30278 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 4857 members 
Mstep: Class 8 contains 13601 members 
Mstep: Class 9 contains 4688 members 
Mstep: Class 10 contains 5738 members 
Mstep: Class 11 contains 19079 members 
Mstep: Class 12 contains 586212 members 
Mstep: Class 13 contains 6318 members 
Mstep: Class 14 contains 159396 members 
Mstep: Class 15 contains 17766 members 
Mstep: Class 16 contains 26587 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 3075 members 
Mstep: Class 21 contains 60826 members 
Mstep: Class 22 contains 14655 members 
Mstep: Class 23 contains 19980 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 29Q: 22 clusters Score -5.027075e+07 nChanged 12642
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 16003 members 
Mstep: Class 3 contains 4117 members 
Mstep: Class 4 contains 381203 members 
Mstep: Class 5 contains 29785 members 
Mstep: Class 6 contains 8856 members 
Mstep: Class 7 contains 4453 members 
Mstep: Class 8 contains 13780 members 
Mstep: Class 9 contains 5015 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 18436 members 
Mstep: Class 12 contains 585583 members 
Mstep: Class 13 contains 6424 members 
Mstep: Class 14 contains 161322 members 
Mstep: Class 15 contains 17757 members 
Mstep: Class 16 contains 26675 members 
Mstep: Class 17 contains 10612 members 
Mstep: Class 18 contains 3044 members 
Mstep: Class 21 contains 54360 members 
Mstep: Class 22 contains 14470 members 
Mstep: Class 23 contains 19737 members 
Entering Unmasked Estep 
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Iteration 30Q: 22 clusters Score -5.027386e+07 nChanged 11302
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 16385 members 
Mstep: Class 3 contains 4158 members 
Mstep: Class 4 contains 386495 members 
Mstep: Class 5 contains 29426 members 
Mstep: Class 6 contains 8924 members 
Mstep: Class 7 contains 4101 members 
Mstep: Class 8 contains 13887 members 
Mstep: Class 9 contains 5267 members 
Mstep: Class 10 contains 5801 members 
Mstep: Class 11 contains 17953 members 
Mstep: Class 12 contains 585008 members 
Mstep: Class 13 contains 6512 members 
Mstep: Class 14 contains 163137 members 
Mstep: Class 15 contains 17746 members 
Mstep: Class 16 contains 26792 members 
Mstep: Class 17 contains 10763 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 21 contains 48299 members 
Mstep: Class 22 contains 14267 members 
Mstep: Class 23 contains 19486 members 
Entering Unmasked Estep 
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Iteration 31Q: 22 clusters Score -5.02763e+07 nChanged 10210
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 16661 members 
Mstep: Class 3 contains 4203 members 
Mstep: Class 4 contains 391515 members 
Mstep: Class 5 contains 29124 members 
Mstep: Class 6 contains 8978 members 
Mstep: Class 7 contains 3741 members 
Mstep: Class 8 contains 13928 members 
Mstep: Class 9 contains 5480 members 
Mstep: Class 10 contains 5802 members 
Mstep: Class 11 contains 17597 members 
Mstep: Class 12 contains 584574 members 
Mstep: Class 13 contains 6590 members 
Mstep: Class 14 contains 164860 members 
Mstep: Class 15 contains 17685 members 
Mstep: Class 16 contains 26885 members 
Mstep: Class 17 contains 10907 members 
Mstep: Class 18 contains 2984 members 
Mstep: Class 21 contains 42597 members 
Mstep: Class 22 contains 14067 members 
Mstep: Class 23 contains 19257 members 
Entering Unmasked Estep 
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Iteration 32Q: 22 clusters Score -5.027892e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 16856 members 
Mstep: Class 3 contains 4243 members 
Mstep: Class 4 contains 396221 members 
Mstep: Class 5 contains 28873 members 
Mstep: Class 6 contains 9015 members 
Mstep: Class 7 contains 3405 members 
Mstep: Class 8 contains 13936 members 
Mstep: Class 9 contains 5640 members 
Mstep: Class 10 contains 5793 members 
Mstep: Class 11 contains 17355 members 
Mstep: Class 12 contains 584197 members 
Mstep: Class 13 contains 6669 members 
Mstep: Class 14 contains 166444 members 
Mstep: Class 15 contains 17588 members 
Mstep: Class 16 contains 26968 members 
Mstep: Class 17 contains 11039 members 
Mstep: Class 18 contains 2963 members 
Mstep: Class 21 contains 37364 members 
Mstep: Class 22 contains 13854 members 
Mstep: Class 23 contains 19021 members 
Entering Unmasked Estep 
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Iteration 33Q: 22 clusters Score -5.028152e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 17010 members 
Mstep: Class 3 contains 4269 members 
Mstep: Class 4 contains 400616 members 
Mstep: Class 5 contains 28670 members 
Mstep: Class 6 contains 9044 members 
Mstep: Class 7 contains 3079 members 
Mstep: Class 8 contains 13904 members 
Mstep: Class 9 contains 5789 members 
Mstep: Class 10 contains 5792 members 
Mstep: Class 11 contains 17203 members 
Mstep: Class 12 contains 583887 members 
Mstep: Class 13 contains 6756 members 
Mstep: Class 14 contains 167755 members 
Mstep: Class 15 contains 17480 members 
Mstep: Class 16 contains 27019 members 
Mstep: Class 17 contains 11147 members 
Mstep: Class 18 contains 2951 members 
Mstep: Class 21 contains 32675 members 
Mstep: Class 22 contains 13651 members 
Mstep: Class 23 contains 18765 members 
Entering Unmasked Estep 
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Iteration 34Q: 22 clusters Score -5.02838e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 17122 members 
Mstep: Class 3 contains 4306 members 
Mstep: Class 4 contains 404656 members 
Mstep: Class 5 contains 28517 members 
Mstep: Class 6 contains 9061 members 
Mstep: Class 7 contains 2800 members 
Mstep: Class 8 contains 13847 members 
Mstep: Class 9 contains 5928 members 
Mstep: Class 10 contains 5776 members 
Mstep: Class 11 contains 17056 members 
Mstep: Class 12 contains 583622 members 
Mstep: Class 13 contains 6830 members 
Mstep: Class 14 contains 168862 members 
Mstep: Class 15 contains 17369 members 
Mstep: Class 16 contains 27069 members 
Mstep: Class 17 contains 11237 members 
Mstep: Class 18 contains 2932 members 
Mstep: Class 21 contains 28468 members 
Mstep: Class 22 contains 13466 members 
Mstep: Class 23 contains 18551 members 
Entering Unmasked Estep 
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Iteration 35Q: 22 clusters Score -5.028555e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17199 members 
Mstep: Class 3 contains 4332 members 
Mstep: Class 4 contains 408289 members 
Mstep: Class 5 contains 28420 members 
Mstep: Class 6 contains 9077 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 13801 members 
Mstep: Class 9 contains 6032 members 
Mstep: Class 10 contains 5753 members 
Mstep: Class 11 contains 16987 members 
Mstep: Class 12 contains 583392 members 
Mstep: Class 13 contains 6911 members 
Mstep: Class 14 contains 169690 members 
Mstep: Class 15 contains 17267 members 
Mstep: Class 16 contains 27073 members 
Mstep: Class 17 contains 11313 members 
Mstep: Class 18 contains 2916 members 
Mstep: Class 21 contains 24806 members 
Mstep: Class 22 contains 13336 members 
Mstep: Class 23 contains 18344 members 
Entering Unmasked Estep 
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Iteration 36Q: 22 clusters Score -5.028734e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 17256 members 
Mstep: Class 3 contains 4372 members 
Mstep: Class 4 contains 411590 members 
Mstep: Class 5 contains 28354 members 
Mstep: Class 6 contains 9088 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 13747 members 
Mstep: Class 9 contains 6136 members 
Mstep: Class 10 contains 5744 members 
Mstep: Class 11 contains 16978 members 
Mstep: Class 12 contains 583198 members 
Mstep: Class 13 contains 7010 members 
Mstep: Class 14 contains 170281 members 
Mstep: Class 15 contains 17115 members 
Mstep: Class 16 contains 27062 members 
Mstep: Class 17 contains 11389 members 
Mstep: Class 18 contains 2910 members 
Mstep: Class 21 contains 21579 members 
Mstep: Class 22 contains 13232 members 
Mstep: Class 23 contains 18138 members 
Entering Unmasked Estep 
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Iteration 37Q: 22 clusters Score -5.028905e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 17306 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 414608 members 
Mstep: Class 5 contains 28314 members 
Mstep: Class 6 contains 9097 members 
Mstep: Class 7 contains 2075 members 
Mstep: Class 8 contains 13676 members 
Mstep: Class 9 contains 6218 members 
Mstep: Class 10 contains 5725 members 
Mstep: Class 11 contains 17067 members 
Mstep: Class 12 contains 583013 members 
Mstep: Class 13 contains 7103 members 
Mstep: Class 14 contains 170538 members 
Mstep: Class 15 contains 16958 members 
Mstep: Class 16 contains 27043 members 
Mstep: Class 17 contains 11454 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 21 contains 18787 members 
Mstep: Class 22 contains 13193 members 
Mstep: Class 23 contains 17983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50290388.000000 Penalty: 13513.989258
Iteration 38Q: 22 clusters Score -5.029039e+07 nChanged 5054
Entering ConstructFrom: 
Score: -50290388.000000 Penalty: 13513.989258
Entering ConstructFrom: 
Trying to split cluster 1 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -15485.780273 Penalty: 273.289093
	Iteration 0F: 2 clusters Score -15485.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15049.607422 Penalty: 546.578186
	Iteration 0F: 3 clusters Score -15049.61 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15125.397461 Penalty: 546.578186
	Iteration 1F: 3 clusters Score -15125.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15150.648438 Penalty: 546.578186
	Iteration 2F: 3 clusters Score -15150.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15163.659180 Penalty: 546.578186
	Iteration 3Q: 3 clusters Score -15163.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15171.521484 Penalty: 546.578186
	Iteration 4Q: 3 clusters Score -15171.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15175.373047 Penalty: 546.578186
	Iteration 5Q: 3 clusters Score -15175.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15181.366211 Penalty: 546.578186
	Iteration 6Q: 3 clusters Score -15181.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15188.751953 Penalty: 546.578186
	Iteration 7Q: 3 clusters Score -15188.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15198.093750 Penalty: 546.578186
	Iteration 8Q: 3 clusters Score -15198.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15199.803711 Penalty: 546.578186
	Iteration 9Q: 3 clusters Score -15199.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15200.105469 Penalty: 546.578186
	Iteration 10Q: 3 clusters Score -15200.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15200.105469 Penalty: 546.578186
	Iteration 11F: 3 clusters Score -15200.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Entering Unmasked Estep 
Score: -643058.375000 Penalty: 444.128204
	Iteration 0F: 2 clusters Score -643058.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -631618.187500 Penalty: 888.256409
	Iteration 0F: 3 clusters Score -631618.2 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -636679.812500 Penalty: 888.256409
	Iteration 1F: 3 clusters Score -636679.8 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -637397.125000 Penalty: 888.256409
	Iteration 2F: 3 clusters Score -637397.1 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -638423.750000 Penalty: 888.256409
	Iteration 3F: 3 clusters Score -638423.8 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -639580.375000 Penalty: 888.256409
	Iteration 4F: 3 clusters Score -639580.4 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -640382.625000 Penalty: 888.256409
	Iteration 5F: 3 clusters Score -640382.6 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -640755.187500 Penalty: 888.256409
	Iteration 6Q: 3 clusters Score -640755.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -640934.875000 Penalty: 888.256409
	Iteration 7Q: 3 clusters Score -640934.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -641067.875000 Penalty: 888.256409
	Iteration 8Q: 3 clusters Score -641067.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -641197.187500 Penalty: 888.256409
	Iteration 9Q: 3 clusters Score -641197.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -641318.687500 Penalty: 888.256409
	Iteration 10Q: 3 clusters Score -641318.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -641448.937500 Penalty: 888.256409
	Iteration 11Q: 3 clusters Score -641448.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -641590.250000 Penalty: 888.256409
	Iteration 12Q: 3 clusters Score -641590.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -641739.437500 Penalty: 888.256409
	Iteration 13Q: 3 clusters Score -641739.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -641892.562500 Penalty: 888.256409
	Iteration 14Q: 3 clusters Score -641892.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -642042.437500 Penalty: 888.256409
	Iteration 15Q: 3 clusters Score -642042.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -642198.187500 Penalty: 888.256409
	Iteration 16Q: 3 clusters Score -642198.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -642392.812500 Penalty: 888.256409
	Iteration 17Q: 3 clusters Score -642392.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -642587.250000 Penalty: 888.256409
	Iteration 18Q: 3 clusters Score -642587.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -642761.062500 Penalty: 888.256409
	Iteration 19Q: 3 clusters Score -642761.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -642926.625000 Penalty: 888.256409
	Iteration 20F: 3 clusters Score -642926.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -643059.250000 Penalty: 888.256409
	Iteration 21Q: 3 clusters Score -643059.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -643154.062500 Penalty: 888.256409
	Iteration 22Q: 3 clusters Score -643154.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -643220.937500 Penalty: 888.256409
	Iteration 23Q: 3 clusters Score -643220.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -643253.687500 Penalty: 888.256409
	Iteration 24Q: 3 clusters Score -643253.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -643274.062500 Penalty: 888.256409
	Iteration 25Q: 3 clusters Score -643274.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -643288.000000 Penalty: 888.256409
	Iteration 26Q: 3 clusters Score -643288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -643295.750000 Penalty: 888.256409
	Iteration 27Q: 3 clusters Score -643295.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -643298.875000 Penalty: 888.256409
	Iteration 28Q: 3 clusters Score -643298.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -643302.375000 Penalty: 888.256409
	Iteration 29Q: 3 clusters Score -643302.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -643301.000000 Penalty: 888.256409
	Iteration 30Q: 3 clusters Score -643301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -643302.125000 Penalty: 888.256409
	Iteration 31Q: 3 clusters Score -643302.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -643302.937500 Penalty: 888.256409
	Iteration 32Q: 3 clusters Score -643302.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -643303.187500 Penalty: 888.256409
	Iteration 33Q: 3 clusters Score -643303.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -643302.812500 Penalty: 888.256409
	Iteration 34Q: 3 clusters Score -643302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -643302.500000 Penalty: 888.256409
	Iteration 35Q: 3 clusters Score -643302.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -643302.250000 Penalty: 888.256409
	Iteration 36Q: 3 clusters Score -643302.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -643301.187500 Penalty: 888.256409
	Iteration 37Q: 3 clusters Score -643301.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -643301.187500 Penalty: 888.256409
	Iteration 38Q: 3 clusters Score -643301.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -643301.000000 Penalty: 888.256409
	Iteration 39Q: 3 clusters Score -643301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -643301.625000 Penalty: 888.256409
	Iteration 40F: 3 clusters Score -643301.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -643301.500000 Penalty: 888.256409
	Iteration 41Q: 3 clusters Score -643301.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -643301.500000 Penalty: 888.256409
	Iteration 42F: 3 clusters Score -643301.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15307 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 417402 members 
Mstep: Class 5 contains 28295 members 
Mstep: Class 6 contains 9109 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 13581 members 
Mstep: Class 9 contains 6287 members 
Mstep: Class 10 contains 5685 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 582865 members 
Mstep: Class 13 contains 7196 members 
Mstep: Class 14 contains 170482 members 
Mstep: Class 15 contains 16760 members 
Mstep: Class 16 contains 27006 members 
Mstep: Class 17 contains 11531 members 
Mstep: Class 18 contains 2912 members 
Mstep: Class 19 contains 2038 members 
Mstep: Class 21 contains 16403 members 
Mstep: Class 22 contains 13197 members 
Mstep: Class 23 contains 17877 members 
Entering Unmasked Estep 
Score: -50291132.000000 Penalty: 14157.511719
Splitting cluster 2 changes total score from -50290388.000000 to -50291132.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 3 (4461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Entering Unmasked Estep 
Score: -167946.953125 Penalty: 382.342346
	Iteration 0F: 2 clusters Score -167947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -164945.359375 Penalty: 764.684692
	Iteration 0F: 3 clusters Score -164945.4 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -166089.078125 Penalty: 764.684692
	Iteration 1F: 3 clusters Score -166089.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -166228.171875 Penalty: 764.684692
	Iteration 2F: 3 clusters Score -166228.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -166373.546875 Penalty: 764.684692
	Iteration 3F: 3 clusters Score -166373.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -166518.656250 Penalty: 764.684692
	Iteration 4F: 3 clusters Score -166518.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -166676.828125 Penalty: 764.684692
	Iteration 5F: 3 clusters Score -166676.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -166838.734375 Penalty: 764.684692
	Iteration 6Q: 3 clusters Score -166838.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -167022.468750 Penalty: 764.684692
	Iteration 7Q: 3 clusters Score -167022.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -167172.765625 Penalty: 764.684692
	Iteration 8Q: 3 clusters Score -167172.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -167277.062500 Penalty: 764.684692
	Iteration 9Q: 3 clusters Score -167277.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -167340.984375 Penalty: 764.684692
	Iteration 10Q: 3 clusters Score -167341 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -167370.890625 Penalty: 764.684692
	Iteration 11Q: 3 clusters Score -167370.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -167391.546875 Penalty: 764.684692
	Iteration 12Q: 3 clusters Score -167391.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -167407.984375 Penalty: 764.684692
	Iteration 13Q: 3 clusters Score -167408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -167422.250000 Penalty: 764.684692
	Iteration 14Q: 3 clusters Score -167422.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -167436.812500 Penalty: 764.684692
	Iteration 15Q: 3 clusters Score -167436.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -167447.328125 Penalty: 764.684692
	Iteration 16Q: 3 clusters Score -167447.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -167454.000000 Penalty: 764.684692
	Iteration 17Q: 3 clusters Score -167454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -167461.312500 Penalty: 764.684692
	Iteration 18Q: 3 clusters Score -167461.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -167470.421875 Penalty: 764.684692
	Iteration 19Q: 3 clusters Score -167470.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -167475.890625 Penalty: 764.684692
	Iteration 20F: 3 clusters Score -167475.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -167481.546875 Penalty: 764.684692
	Iteration 21Q: 3 clusters Score -167481.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -167485.640625 Penalty: 764.684692
	Iteration 22Q: 3 clusters Score -167485.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -167488.875000 Penalty: 764.684692
	Iteration 23Q: 3 clusters Score -167488.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -167492.765625 Penalty: 764.684692
	Iteration 24Q: 3 clusters Score -167492.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -167496.312500 Penalty: 764.684692
	Iteration 25Q: 3 clusters Score -167496.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -167497.578125 Penalty: 764.684692
	Iteration 26Q: 3 clusters Score -167497.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -167499.375000 Penalty: 764.684692
	Iteration 27Q: 3 clusters Score -167499.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -167503.781250 Penalty: 764.684692
	Iteration 28Q: 3 clusters Score -167503.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -167507.828125 Penalty: 764.684692
	Iteration 29Q: 3 clusters Score -167507.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -167512.609375 Penalty: 764.684692
	Iteration 30Q: 3 clusters Score -167512.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -167515.437500 Penalty: 764.684692
	Iteration 31Q: 3 clusters Score -167515.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -167520.406250 Penalty: 764.684692
	Iteration 32Q: 3 clusters Score -167520.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -167525.625000 Penalty: 764.684692
	Iteration 33Q: 3 clusters Score -167525.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -167532.984375 Penalty: 764.684692
	Iteration 34Q: 3 clusters Score -167533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -167540.062500 Penalty: 764.684692
	Iteration 35Q: 3 clusters Score -167540.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -167549.953125 Penalty: 764.684692
	Iteration 36Q: 3 clusters Score -167550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -167561.453125 Penalty: 764.684692
	Iteration 37Q: 3 clusters Score -167561.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -167570.625000 Penalty: 764.684692
	Iteration 38Q: 3 clusters Score -167570.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -167580.062500 Penalty: 764.684692
	Iteration 39Q: 3 clusters Score -167580.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -167588.453125 Penalty: 764.684692
	Iteration 40F: 3 clusters Score -167588.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -167601.906250 Penalty: 764.684692
	Iteration 41Q: 3 clusters Score -167601.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -167610.421875 Penalty: 764.684692
	Iteration 42Q: 3 clusters Score -167610.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -167616.421875 Penalty: 764.684692
	Iteration 43Q: 3 clusters Score -167616.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -167619.281250 Penalty: 764.684692
	Iteration 44Q: 3 clusters Score -167619.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -167621.140625 Penalty: 764.684692
	Iteration 45Q: 3 clusters Score -167621.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -167624.812500 Penalty: 764.684692
	Iteration 46Q: 3 clusters Score -167624.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -167631.796875 Penalty: 764.684692
	Iteration 47Q: 3 clusters Score -167631.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -167637.250000 Penalty: 764.684692
	Iteration 48Q: 3 clusters Score -167637.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -167641.390625 Penalty: 764.684692
	Iteration 49Q: 3 clusters Score -167641.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -167645.578125 Penalty: 764.684692
	Iteration 50Q: 3 clusters Score -167645.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -167646.609375 Penalty: 764.684692
	Iteration 51Q: 3 clusters Score -167646.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -167647.500000 Penalty: 764.684692
	Iteration 52Q: 3 clusters Score -167647.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -167647.953125 Penalty: 764.684692
	Iteration 53Q: 3 clusters Score -167648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -167647.953125 Penalty: 764.684692
	Iteration 54F: 3 clusters Score -167648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (417402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417402 members 
Entering Unmasked Estep 
Score: -16022627.000000 Penalty: 588.852112
	Iteration 0F: 2 clusters Score -1.602263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208239 members 
Mstep: Class 2 contains 209163 members 
Entering Unmasked Estep 
Score: -15738120.000000 Penalty: 1177.704224
	Iteration 0F: 3 clusters Score -1.573812e+07 nChanged 206445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181424 members 
Mstep: Class 2 contains 235978 members 
Entering Unmasked Estep 
Score: -15865291.000000 Penalty: 1177.704224
	Iteration 1F: 3 clusters Score -1.586529e+07 nChanged 22432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161304 members 
Mstep: Class 2 contains 256098 members 
Entering Unmasked Estep 
Score: -15875855.000000 Penalty: 1177.704224
	Iteration 2F: 3 clusters Score -1.587586e+07 nChanged 32318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130228 members 
Mstep: Class 2 contains 287174 members 
Entering Unmasked Estep 
Score: -15897339.000000 Penalty: 1177.704224
	Iteration 3F: 3 clusters Score -1.589734e+07 nChanged 40575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90263 members 
Mstep: Class 2 contains 327139 members 
Entering Unmasked Estep 
Score: -15932211.000000 Penalty: 1177.704224
	Iteration 4F: 3 clusters Score -1.593221e+07 nChanged 39997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 366942 members 
Entering Unmasked Estep 
Score: -15971782.000000 Penalty: 1177.704224
	Iteration 5F: 3 clusters Score -1.597178e+07 nChanged 28657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 395573 members 
Entering Unmasked Estep 
Score: -16000914.000000 Penalty: 1177.704224
	Iteration 6F: 3 clusters Score -1.600091e+07 nChanged 14585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 410156 members 
Entering Unmasked Estep 
Score: -16015305.000000 Penalty: 1177.704224
	Iteration 7Q: 3 clusters Score -1.60153e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 415581 members 
Entering Unmasked Estep 
Score: -16020461.000000 Penalty: 1177.704224
	Iteration 8Q: 3 clusters Score -1.602046e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 416977 members 
Entering Unmasked Estep 
Score: -16021766.000000 Penalty: 1177.704224
	Iteration 9Q: 3 clusters Score -1.602177e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 417275 members 
Entering Unmasked Estep 
Score: -16021971.000000 Penalty: 1177.704224
	Iteration 10Q: 3 clusters Score -1.602197e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 417338 members 
Entering Unmasked Estep 
Score: -16022056.000000 Penalty: 1177.704224
	Iteration 11Q: 3 clusters Score -1.602206e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 417355 members 
Entering Unmasked Estep 
Score: -16022094.000000 Penalty: 1177.704224
	Iteration 12Q: 3 clusters Score -1.602209e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 417357 members 
Entering Unmasked Estep 
Score: -16022094.000000 Penalty: 1177.704224
	Iteration 13Q: 3 clusters Score -1.602209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 417359 members 
Entering Unmasked Estep 
Score: -16022097.000000 Penalty: 1177.704224
	Iteration 14Q: 3 clusters Score -1.60221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 417360 members 
Entering Unmasked Estep 
Score: -16022100.000000 Penalty: 1177.704224
	Iteration 15Q: 3 clusters Score -1.60221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 417360 members 
Entering Unmasked Estep 
Score: -16022100.000000 Penalty: 1177.704224
	Iteration 16F: 3 clusters Score -1.60221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Entering Unmasked Estep 
Score: -951096.375000 Penalty: 466.395050
	Iteration 0F: 2 clusters Score -951096.4 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 14232 members 
Entering Unmasked Estep 
Score: -932205.875000 Penalty: 932.790100
	Iteration 0F: 3 clusters Score -932205.9 nChanged 13523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -941896.250000 Penalty: 932.790100
	Iteration 1F: 3 clusters Score -941896.2 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -943655.812500 Penalty: 932.790100
	Iteration 2F: 3 clusters Score -943655.8 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -945176.812500 Penalty: 932.790100
	Iteration 3F: 3 clusters Score -945176.8 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -946117.062500 Penalty: 932.790100
	Iteration 4F: 3 clusters Score -946117.1 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -946626.687500 Penalty: 932.790100
	Iteration 5Q: 3 clusters Score -946626.7 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -946967.125000 Penalty: 932.790100
	Iteration 6Q: 3 clusters Score -946967.1 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -947258.875000 Penalty: 932.790100
	Iteration 7Q: 3 clusters Score -947258.9 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -947534.250000 Penalty: 932.790100
	Iteration 8Q: 3 clusters Score -947534.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -947806.812500 Penalty: 932.790100
	Iteration 9Q: 3 clusters Score -947806.8 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -948054.437500 Penalty: 932.790100
	Iteration 10Q: 3 clusters Score -948054.4 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -948297.625000 Penalty: 932.790100
	Iteration 11Q: 3 clusters Score -948297.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -948512.375000 Penalty: 932.790100
	Iteration 12Q: 3 clusters Score -948512.4 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -948728.125000 Penalty: 932.790100
	Iteration 13Q: 3 clusters Score -948728.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -948918.625000 Penalty: 932.790100
	Iteration 14Q: 3 clusters Score -948918.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -949122.250000 Penalty: 932.790100
	Iteration 15Q: 3 clusters Score -949122.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -949358.812500 Penalty: 932.790100
	Iteration 16Q: 3 clusters Score -949358.8 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -949620.625000 Penalty: 932.790100
	Iteration 17Q: 3 clusters Score -949620.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -949948.375000 Penalty: 932.790100
	Iteration 18Q: 3 clusters Score -949948.4 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -950341.375000 Penalty: 932.790100
	Iteration 19Q: 3 clusters Score -950341.4 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -950795.375000 Penalty: 932.790100
	Iteration 20F: 3 clusters Score -950795.4 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -951287.000000 Penalty: 932.790100
	Iteration 21Q: 3 clusters Score -951287 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -951753.625000 Penalty: 932.790100
	Iteration 22Q: 3 clusters Score -951753.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -952158.437500 Penalty: 932.790100
	Iteration 23Q: 3 clusters Score -952158.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -952430.750000 Penalty: 932.790100
	Iteration 24Q: 3 clusters Score -952430.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -952596.062500 Penalty: 932.790100
	Iteration 25Q: 3 clusters Score -952596.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -952692.812500 Penalty: 932.790100
	Iteration 26Q: 3 clusters Score -952692.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -952725.312500 Penalty: 932.790100
	Iteration 27Q: 3 clusters Score -952725.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -952748.375000 Penalty: 932.790100
	Iteration 28Q: 3 clusters Score -952748.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -952758.937500 Penalty: 932.790100
	Iteration 29Q: 3 clusters Score -952758.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -952767.562500 Penalty: 932.790100
	Iteration 30Q: 3 clusters Score -952767.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -952773.062500 Penalty: 932.790100
	Iteration 31Q: 3 clusters Score -952773.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -952776.000000 Penalty: 932.790100
	Iteration 32Q: 3 clusters Score -952776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -952778.687500 Penalty: 932.790100
	Iteration 33Q: 3 clusters Score -952778.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -952781.562500 Penalty: 932.790100
	Iteration 34Q: 3 clusters Score -952781.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -952784.000000 Penalty: 932.790100
	Iteration 35Q: 3 clusters Score -952784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -952783.312500 Penalty: 932.790100
	Iteration 36Q: 3 clusters Score -952783.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -952784.500000 Penalty: 932.790100
	Iteration 37Q: 3 clusters Score -952784.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -952784.750000 Penalty: 932.790100
	Iteration 38Q: 3 clusters Score -952784.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -952785.312500 Penalty: 932.790100
	Iteration 39Q: 3 clusters Score -952785.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -952791.250000 Penalty: 932.790100
	Iteration 40F: 3 clusters Score -952791.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -952792.250000 Penalty: 932.790100
	Iteration 41Q: 3 clusters Score -952792.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -952793.375000 Penalty: 932.790100
	Iteration 42Q: 3 clusters Score -952793.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -952793.937500 Penalty: 932.790100
	Iteration 43Q: 3 clusters Score -952793.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -952797.000000 Penalty: 932.790100
	Iteration 44Q: 3 clusters Score -952797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -952795.437500 Penalty: 932.790100
	Iteration 45Q: 3 clusters Score -952795.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -952794.062500 Penalty: 932.790100
	Iteration 46Q: 3 clusters Score -952794.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -952794.062500 Penalty: 932.790100
	Iteration 47F: 3 clusters Score -952794.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15307 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 417402 members 
Mstep: Class 5 contains 27193 members 
Mstep: Class 6 contains 9109 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 13581 members 
Mstep: Class 9 contains 6287 members 
Mstep: Class 10 contains 5685 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 582865 members 
Mstep: Class 13 contains 7196 members 
Mstep: Class 14 contains 170482 members 
Mstep: Class 15 contains 16760 members 
Mstep: Class 16 contains 27006 members 
Mstep: Class 17 contains 11531 members 
Mstep: Class 18 contains 2912 members 
Mstep: Class 19 contains 2038 members 
Mstep: Class 20 contains 1102 members 
Mstep: Class 21 contains 16403 members 
Mstep: Class 22 contains 13197 members 
Mstep: Class 23 contains 17877 members 
Entering Unmasked Estep 
Score: -50292660.000000 Penalty: 14801.035156
Splitting cluster 5 changes total score from -50290388.000000 to -50292660.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 6 (9109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Entering Unmasked Estep 
Score: -312387.906250 Penalty: 414.824310
	Iteration 0F: 2 clusters Score -312387.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -306348.406250 Penalty: 829.648621
	Iteration 0F: 3 clusters Score -306348.4 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -309635.593750 Penalty: 829.648621
	Iteration 1F: 3 clusters Score -309635.6 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -310353.375000 Penalty: 829.648621
	Iteration 2F: 3 clusters Score -310353.4 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -310898.406250 Penalty: 829.648621
	Iteration 3F: 3 clusters Score -310898.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -311353.656250 Penalty: 829.648621
	Iteration 4F: 3 clusters Score -311353.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -311751.593750 Penalty: 829.648621
	Iteration 5F: 3 clusters Score -311751.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -312048.562500 Penalty: 829.648621
	Iteration 6Q: 3 clusters Score -312048.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -312266.625000 Penalty: 829.648621
	Iteration 7Q: 3 clusters Score -312266.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -312426.750000 Penalty: 829.648621
	Iteration 8Q: 3 clusters Score -312426.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -312548.750000 Penalty: 829.648621
	Iteration 9Q: 3 clusters Score -312548.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -312638.562500 Penalty: 829.648621
	Iteration 10Q: 3 clusters Score -312638.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -312701.312500 Penalty: 829.648621
	Iteration 11Q: 3 clusters Score -312701.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -312745.812500 Penalty: 829.648621
	Iteration 12Q: 3 clusters Score -312745.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -312771.250000 Penalty: 829.648621
	Iteration 13Q: 3 clusters Score -312771.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -312797.843750 Penalty: 829.648621
	Iteration 14Q: 3 clusters Score -312797.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -312822.093750 Penalty: 829.648621
	Iteration 15Q: 3 clusters Score -312822.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -312839.437500 Penalty: 829.648621
	Iteration 16Q: 3 clusters Score -312839.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -312856.125000 Penalty: 829.648621
	Iteration 17Q: 3 clusters Score -312856.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -312863.593750 Penalty: 829.648621
	Iteration 18Q: 3 clusters Score -312863.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -312867.656250 Penalty: 829.648621
	Iteration 19Q: 3 clusters Score -312867.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -312870.031250 Penalty: 829.648621
	Iteration 20F: 3 clusters Score -312870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -312872.500000 Penalty: 829.648621
	Iteration 21Q: 3 clusters Score -312872.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -312874.406250 Penalty: 829.648621
	Iteration 22Q: 3 clusters Score -312874.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -312878.093750 Penalty: 829.648621
	Iteration 23Q: 3 clusters Score -312878.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -312880.593750 Penalty: 829.648621
	Iteration 24Q: 3 clusters Score -312880.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -312883.781250 Penalty: 829.648621
	Iteration 25Q: 3 clusters Score -312883.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -312886.375000 Penalty: 829.648621
	Iteration 26Q: 3 clusters Score -312886.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -312889.937500 Penalty: 829.648621
	Iteration 27Q: 3 clusters Score -312889.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -312891.906250 Penalty: 829.648621
	Iteration 28Q: 3 clusters Score -312891.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -312893.187500 Penalty: 829.648621
	Iteration 29Q: 3 clusters Score -312893.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -312895.718750 Penalty: 829.648621
	Iteration 30Q: 3 clusters Score -312895.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -312897.468750 Penalty: 829.648621
	Iteration 31Q: 3 clusters Score -312897.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -312898.031250 Penalty: 829.648621
	Iteration 32Q: 3 clusters Score -312898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -312899.625000 Penalty: 829.648621
	Iteration 33Q: 3 clusters Score -312899.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -312899.843750 Penalty: 829.648621
	Iteration 34Q: 3 clusters Score -312899.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -312900.812500 Penalty: 829.648621
	Iteration 35Q: 3 clusters Score -312900.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -312900.750000 Penalty: 829.648621
	Iteration 36Q: 3 clusters Score -312900.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -312901.593750 Penalty: 829.648621
	Iteration 37Q: 3 clusters Score -312901.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -312901.531250 Penalty: 829.648621
	Iteration 38Q: 3 clusters Score -312901.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -312901.625000 Penalty: 829.648621
	Iteration 39Q: 3 clusters Score -312901.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -312902.250000 Penalty: 829.648621
	Iteration 40F: 3 clusters Score -312902.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -312902.156250 Penalty: 829.648621
	Iteration 41Q: 3 clusters Score -312902.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -312902.437500 Penalty: 829.648621
	Iteration 42Q: 3 clusters Score -312902.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -312902.031250 Penalty: 829.648621
	Iteration 43Q: 3 clusters Score -312902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -312902.718750 Penalty: 829.648621
	Iteration 44Q: 3 clusters Score -312902.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -312902.593750 Penalty: 829.648621
	Iteration 45Q: 3 clusters Score -312902.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -312902.812500 Penalty: 829.648621
	Iteration 46Q: 3 clusters Score -312902.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -312902.593750 Penalty: 829.648621
	Iteration 47Q: 3 clusters Score -312902.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -312903.000000 Penalty: 829.648621
	Iteration 48Q: 3 clusters Score -312903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -312902.093750 Penalty: 829.648621
	Iteration 49Q: 3 clusters Score -312902.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -312902.531250 Penalty: 829.648621
	Iteration 50Q: 3 clusters Score -312902.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -312902.531250 Penalty: 829.648621
	Iteration 51F: 3 clusters Score -312902.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15307 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 417402 members 
Mstep: Class 5 contains 27193 members 
Mstep: Class 6 contains 3907 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 13581 members 
Mstep: Class 9 contains 6287 members 
Mstep: Class 10 contains 5685 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 582865 members 
Mstep: Class 13 contains 7196 members 
Mstep: Class 14 contains 170482 members 
Mstep: Class 15 contains 16760 members 
Mstep: Class 16 contains 27006 members 
Mstep: Class 17 contains 11531 members 
Mstep: Class 18 contains 2912 members 
Mstep: Class 19 contains 2038 members 
Mstep: Class 20 contains 1102 members 
Mstep: Class 21 contains 16403 members 
Mstep: Class 22 contains 13197 members 
Mstep: Class 23 contains 17877 members 
Mstep: Class 24 contains 5202 members 
Entering Unmasked Estep 
Score: -50292884.000000 Penalty: 15444.558594
Splitting cluster 6 changes total score from -50290388.000000 to -50292884.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (1894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Entering Unmasked Estep 
Score: -89245.703125 Penalty: 343.363312
	Iteration 0F: 2 clusters Score -89245.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -87871.656250 Penalty: 686.726624
	Iteration 0F: 3 clusters Score -87871.66 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -88232.031250 Penalty: 686.726624
	Iteration 1F: 3 clusters Score -88232.03 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -88288.312500 Penalty: 686.726624
	Iteration 2F: 3 clusters Score -88288.31 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -88330.101562 Penalty: 686.726624
	Iteration 3Q: 3 clusters Score -88330.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -88366.671875 Penalty: 686.726624
	Iteration 4Q: 3 clusters Score -88366.67 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -88404.078125 Penalty: 686.726624
	Iteration 5Q: 3 clusters Score -88404.08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -88437.023438 Penalty: 686.726624
	Iteration 6Q: 3 clusters Score -88437.02 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -88477.609375 Penalty: 686.726624
	Iteration 7Q: 3 clusters Score -88477.61 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -88535.929688 Penalty: 686.726624
	Iteration 8Q: 3 clusters Score -88535.93 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -88603.820312 Penalty: 686.726624
	Iteration 9Q: 3 clusters Score -88603.82 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -88648.195312 Penalty: 686.726624
	Iteration 10Q: 3 clusters Score -88648.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -88670.882812 Penalty: 686.726624
	Iteration 11Q: 3 clusters Score -88670.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -88687.585938 Penalty: 686.726624
	Iteration 12Q: 3 clusters Score -88687.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -88703.250000 Penalty: 686.726624
	Iteration 13Q: 3 clusters Score -88703.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -88714.929688 Penalty: 686.726624
	Iteration 14Q: 3 clusters Score -88714.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -88725.757812 Penalty: 686.726624
	Iteration 15Q: 3 clusters Score -88725.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -88731.976562 Penalty: 686.726624
	Iteration 16Q: 3 clusters Score -88731.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -88736.367188 Penalty: 686.726624
	Iteration 17Q: 3 clusters Score -88736.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -88740.039062 Penalty: 686.726624
	Iteration 18Q: 3 clusters Score -88740.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -88743.562500 Penalty: 686.726624
	Iteration 19Q: 3 clusters Score -88743.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -88750.953125 Penalty: 686.726624
	Iteration 20F: 3 clusters Score -88750.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -88755.625000 Penalty: 686.726624
	Iteration 21Q: 3 clusters Score -88755.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -88759.507812 Penalty: 686.726624
	Iteration 22Q: 3 clusters Score -88759.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -88761.335938 Penalty: 686.726624
	Iteration 23Q: 3 clusters Score -88761.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -88761.914062 Penalty: 686.726624
	Iteration 24Q: 3 clusters Score -88761.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -88762.921875 Penalty: 686.726624
	Iteration 25Q: 3 clusters Score -88762.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -88763.171875 Penalty: 686.726624
	Iteration 26Q: 3 clusters Score -88763.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -88763.414062 Penalty: 686.726624
	Iteration 27Q: 3 clusters Score -88763.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -88763.710938 Penalty: 686.726624
	Iteration 28Q: 3 clusters Score -88763.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -88764.796875 Penalty: 686.726624
	Iteration 29Q: 3 clusters Score -88764.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -88765.632812 Penalty: 686.726624
	Iteration 30Q: 3 clusters Score -88765.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -88765.968750 Penalty: 686.726624
	Iteration 31Q: 3 clusters Score -88765.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -88766.000000 Penalty: 686.726624
	Iteration 32Q: 3 clusters Score -88766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -88766.000000 Penalty: 686.726624
	Iteration 33F: 3 clusters Score -88766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Entering Unmasked Estep 
Score: -490653.343750 Penalty: 432.997437
	Iteration 0F: 2 clusters Score -490653.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -481585.156250 Penalty: 865.994873
	Iteration 0F: 3 clusters Score -481585.2 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -485332.250000 Penalty: 865.994873
	Iteration 1F: 3 clusters Score -485332.2 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -485834.000000 Penalty: 865.994873
	Iteration 2F: 3 clusters Score -485834 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -486656.656250 Penalty: 865.994873
	Iteration 3F: 3 clusters Score -486656.7 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -487730.281250 Penalty: 865.994873
	Iteration 4F: 3 clusters Score -487730.3 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -488657.812500 Penalty: 865.994873
	Iteration 5F: 3 clusters Score -488657.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -489252.593750 Penalty: 865.994873
	Iteration 6Q: 3 clusters Score -489252.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -489620.968750 Penalty: 865.994873
	Iteration 7Q: 3 clusters Score -489621 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -489817.375000 Penalty: 865.994873
	Iteration 8Q: 3 clusters Score -489817.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -489931.343750 Penalty: 865.994873
	Iteration 9Q: 3 clusters Score -489931.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -490018.718750 Penalty: 865.994873
	Iteration 10Q: 3 clusters Score -490018.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -490074.312500 Penalty: 865.994873
	Iteration 11Q: 3 clusters Score -490074.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -490106.281250 Penalty: 865.994873
	Iteration 12Q: 3 clusters Score -490106.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -490130.093750 Penalty: 865.994873
	Iteration 13Q: 3 clusters Score -490130.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -490160.656250 Penalty: 865.994873
	Iteration 14Q: 3 clusters Score -490160.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -490187.187500 Penalty: 865.994873
	Iteration 15Q: 3 clusters Score -490187.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -490215.312500 Penalty: 865.994873
	Iteration 16Q: 3 clusters Score -490215.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -490233.218750 Penalty: 865.994873
	Iteration 17Q: 3 clusters Score -490233.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -490249.937500 Penalty: 865.994873
	Iteration 18Q: 3 clusters Score -490249.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -490265.062500 Penalty: 865.994873
	Iteration 19Q: 3 clusters Score -490265.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -490277.093750 Penalty: 865.994873
	Iteration 20F: 3 clusters Score -490277.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -490286.062500 Penalty: 865.994873
	Iteration 21Q: 3 clusters Score -490286.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -490292.937500 Penalty: 865.994873
	Iteration 22Q: 3 clusters Score -490292.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -490300.562500 Penalty: 865.994873
	Iteration 23Q: 3 clusters Score -490300.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -490304.750000 Penalty: 865.994873
	Iteration 24Q: 3 clusters Score -490304.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -490311.343750 Penalty: 865.994873
	Iteration 25Q: 3 clusters Score -490311.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -490315.093750 Penalty: 865.994873
	Iteration 26Q: 3 clusters Score -490315.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -490319.000000 Penalty: 865.994873
	Iteration 27Q: 3 clusters Score -490319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -490321.125000 Penalty: 865.994873
	Iteration 28Q: 3 clusters Score -490321.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -490324.312500 Penalty: 865.994873
	Iteration 29Q: 3 clusters Score -490324.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -490327.906250 Penalty: 865.994873
	Iteration 30Q: 3 clusters Score -490327.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -490331.843750 Penalty: 865.994873
	Iteration 31Q: 3 clusters Score -490331.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -490335.187500 Penalty: 865.994873
	Iteration 32Q: 3 clusters Score -490335.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -490337.218750 Penalty: 865.994873
	Iteration 33Q: 3 clusters Score -490337.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -490338.093750 Penalty: 865.994873
	Iteration 34Q: 3 clusters Score -490338.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -490338.750000 Penalty: 865.994873
	Iteration 35Q: 3 clusters Score -490338.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -490338.812500 Penalty: 865.994873
	Iteration 36Q: 3 clusters Score -490338.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -490338.937500 Penalty: 865.994873
	Iteration 37Q: 3 clusters Score -490338.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -490338.468750 Penalty: 865.994873
	Iteration 38Q: 3 clusters Score -490338.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -490339.906250 Penalty: 865.994873
	Iteration 39Q: 3 clusters Score -490339.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -490341.093750 Penalty: 865.994873
	Iteration 40F: 3 clusters Score -490341.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -490344.781250 Penalty: 865.994873
	Iteration 41Q: 3 clusters Score -490344.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -490346.968750 Penalty: 865.994873
	Iteration 42Q: 3 clusters Score -490347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -490348.062500 Penalty: 865.994873
	Iteration 43Q: 3 clusters Score -490348.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -490348.687500 Penalty: 865.994873
	Iteration 44Q: 3 clusters Score -490348.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -490348.437500 Penalty: 865.994873
	Iteration 45Q: 3 clusters Score -490348.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -490348.437500 Penalty: 865.994873
	Iteration 46F: 3 clusters Score -490348.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Entering Unmasked Estep 
Score: -229942.640625 Penalty: 397.953918
	Iteration 0F: 2 clusters Score -229942.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -225669.000000 Penalty: 795.907837
	Iteration 0F: 3 clusters Score -225669 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -227292.562500 Penalty: 795.907837
	Iteration 1F: 3 clusters Score -227292.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -227481.015625 Penalty: 795.907837
	Iteration 2F: 3 clusters Score -227481 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -227707.984375 Penalty: 795.907837
	Iteration 3F: 3 clusters Score -227708 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -228021.875000 Penalty: 795.907837
	Iteration 4F: 3 clusters Score -228021.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -228456.468750 Penalty: 795.907837
	Iteration 5F: 3 clusters Score -228456.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -228942.812500 Penalty: 795.907837
	Iteration 6F: 3 clusters Score -228942.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -229414.890625 Penalty: 795.907837
	Iteration 7F: 3 clusters Score -229414.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -230024.578125 Penalty: 795.907837
	Iteration 8F: 3 clusters Score -230024.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -230425.281250 Penalty: 795.907837
	Iteration 9Q: 3 clusters Score -230425.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -230630.687500 Penalty: 795.907837
	Iteration 10Q: 3 clusters Score -230630.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -230834.015625 Penalty: 795.907837
	Iteration 11Q: 3 clusters Score -230834 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -231034.390625 Penalty: 795.907837
	Iteration 12Q: 3 clusters Score -231034.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -231222.640625 Penalty: 795.907837
	Iteration 13Q: 3 clusters Score -231222.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -231317.187500 Penalty: 795.907837
	Iteration 14Q: 3 clusters Score -231317.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -231361.796875 Penalty: 795.907837
	Iteration 15Q: 3 clusters Score -231361.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -231384.046875 Penalty: 795.907837
	Iteration 16Q: 3 clusters Score -231384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -231391.312500 Penalty: 795.907837
	Iteration 17Q: 3 clusters Score -231391.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -231400.265625 Penalty: 795.907837
	Iteration 18Q: 3 clusters Score -231400.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -231405.593750 Penalty: 795.907837
	Iteration 19Q: 3 clusters Score -231405.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -231408.125000 Penalty: 795.907837
	Iteration 20F: 3 clusters Score -231408.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -231409.000000 Penalty: 795.907837
	Iteration 21Q: 3 clusters Score -231409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -231409.140625 Penalty: 795.907837
	Iteration 22Q: 3 clusters Score -231409.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -231409.140625 Penalty: 795.907837
	Iteration 23F: 3 clusters Score -231409.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15307 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 417402 members 
Mstep: Class 5 contains 27193 members 
Mstep: Class 6 contains 3907 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 13581 members 
Mstep: Class 9 contains 3999 members 
Mstep: Class 10 contains 5685 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 582865 members 
Mstep: Class 13 contains 7196 members 
Mstep: Class 14 contains 170482 members 
Mstep: Class 15 contains 16760 members 
Mstep: Class 16 contains 27006 members 
Mstep: Class 17 contains 11531 members 
Mstep: Class 18 contains 2912 members 
Mstep: Class 19 contains 2038 members 
Mstep: Class 20 contains 1102 members 
Mstep: Class 21 contains 16403 members 
Mstep: Class 22 contains 13197 members 
Mstep: Class 23 contains 17877 members 
Mstep: Class 24 contains 5202 members 
Mstep: Class 25 contains 2288 members 
Entering Unmasked Estep 
Score: -50294208.000000 Penalty: 16088.082031
Splitting cluster 9 changes total score from -50290388.000000 to -50294208.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -205888.984375 Penalty: 393.374176
	Iteration 0F: 2 clusters Score -205889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -202048.734375 Penalty: 786.748352
	Iteration 0F: 3 clusters Score -202048.7 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -203652.562500 Penalty: 786.748352
	Iteration 1F: 3 clusters Score -203652.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -203950.828125 Penalty: 786.748352
	Iteration 2F: 3 clusters Score -203950.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -204334.765625 Penalty: 786.748352
	Iteration 3F: 3 clusters Score -204334.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -204658.656250 Penalty: 786.748352
	Iteration 4F: 3 clusters Score -204658.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -204859.968750 Penalty: 786.748352
	Iteration 5F: 3 clusters Score -204860 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -204965.281250 Penalty: 786.748352
	Iteration 6Q: 3 clusters Score -204965.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -205016.234375 Penalty: 786.748352
	Iteration 7Q: 3 clusters Score -205016.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -205045.359375 Penalty: 786.748352
	Iteration 8Q: 3 clusters Score -205045.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -205069.093750 Penalty: 786.748352
	Iteration 9Q: 3 clusters Score -205069.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -205084.687500 Penalty: 786.748352
	Iteration 10Q: 3 clusters Score -205084.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -205095.890625 Penalty: 786.748352
	Iteration 11Q: 3 clusters Score -205095.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -205106.406250 Penalty: 786.748352
	Iteration 12Q: 3 clusters Score -205106.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -205116.062500 Penalty: 786.748352
	Iteration 13Q: 3 clusters Score -205116.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -205124.312500 Penalty: 786.748352
	Iteration 14Q: 3 clusters Score -205124.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -205133.093750 Penalty: 786.748352
	Iteration 15Q: 3 clusters Score -205133.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -205141.734375 Penalty: 786.748352
	Iteration 16Q: 3 clusters Score -205141.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -205148.968750 Penalty: 786.748352
	Iteration 17Q: 3 clusters Score -205149 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -205154.093750 Penalty: 786.748352
	Iteration 18Q: 3 clusters Score -205154.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -205163.484375 Penalty: 786.748352
	Iteration 19Q: 3 clusters Score -205163.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -205171.765625 Penalty: 786.748352
	Iteration 20F: 3 clusters Score -205171.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -205179.687500 Penalty: 786.748352
	Iteration 21Q: 3 clusters Score -205179.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -205188.187500 Penalty: 786.748352
	Iteration 22Q: 3 clusters Score -205188.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -205194.765625 Penalty: 786.748352
	Iteration 23Q: 3 clusters Score -205194.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -205199.453125 Penalty: 786.748352
	Iteration 24Q: 3 clusters Score -205199.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -205204.421875 Penalty: 786.748352
	Iteration 25Q: 3 clusters Score -205204.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -205208.265625 Penalty: 786.748352
	Iteration 26Q: 3 clusters Score -205208.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -205214.546875 Penalty: 786.748352
	Iteration 27Q: 3 clusters Score -205214.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -205219.515625 Penalty: 786.748352
	Iteration 28Q: 3 clusters Score -205219.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -205224.812500 Penalty: 786.748352
	Iteration 29Q: 3 clusters Score -205224.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -205228.484375 Penalty: 786.748352
	Iteration 30Q: 3 clusters Score -205228.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -205231.468750 Penalty: 786.748352
	Iteration 31Q: 3 clusters Score -205231.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -205233.218750 Penalty: 786.748352
	Iteration 32Q: 3 clusters Score -205233.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -205235.609375 Penalty: 786.748352
	Iteration 33Q: 3 clusters Score -205235.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -205239.031250 Penalty: 786.748352
	Iteration 34Q: 3 clusters Score -205239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -205241.218750 Penalty: 786.748352
	Iteration 35Q: 3 clusters Score -205241.2 nChanged 13
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: -205243.125000 Penalty: 786.748352
	Iteration 36Q: 3 clusters Score -205243.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -205245.953125 Penalty: 786.748352
	Iteration 37Q: 3 clusters Score -205246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -205249.890625 Penalty: 786.748352
	Iteration 38Q: 3 clusters Score -205249.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -205251.984375 Penalty: 786.748352
	Iteration 39Q: 3 clusters Score -205252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -205254.812500 Penalty: 786.748352
	Iteration 40F: 3 clusters Score -205254.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -205256.984375 Penalty: 786.748352
	Iteration 41Q: 3 clusters Score -205257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -205260.390625 Penalty: 786.748352
	Iteration 42Q: 3 clusters Score -205260.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -205262.437500 Penalty: 786.748352
	Iteration 43Q: 3 clusters Score -205262.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -205264.906250 Penalty: 786.748352
	Iteration 44Q: 3 clusters Score -205264.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -205268.218750 Penalty: 786.748352
	Iteration 45Q: 3 clusters Score -205268.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -205270.546875 Penalty: 786.748352
	Iteration 46Q: 3 clusters Score -205270.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -205271.859375 Penalty: 786.748352
	Iteration 47Q: 3 clusters Score -205271.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -205273.343750 Penalty: 786.748352
	Iteration 48Q: 3 clusters Score -205273.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -205274.765625 Penalty: 786.748352
	Iteration 49Q: 3 clusters Score -205274.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -205275.031250 Penalty: 786.748352
	Iteration 50Q: 3 clusters Score -205275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -205275.515625 Penalty: 786.748352
	Iteration 51Q: 3 clusters Score -205275.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -205276.593750 Penalty: 786.748352
	Iteration 52Q: 3 clusters Score -205276.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -205277.093750 Penalty: 786.748352
	Iteration 53Q: 3 clusters Score -205277.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -205279.546875 Penalty: 786.748352
	Iteration 54Q: 3 clusters Score -205279.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -205282.875000 Penalty: 786.748352
	Iteration 55Q: 3 clusters Score -205282.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -205286.671875 Penalty: 786.748352
	Iteration 56Q: 3 clusters Score -205286.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -205290.656250 Penalty: 786.748352
	Iteration 57Q: 3 clusters Score -205290.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -205294.093750 Penalty: 786.748352
	Iteration 58Q: 3 clusters Score -205294.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -205297.453125 Penalty: 786.748352
	Iteration 59Q: 3 clusters Score -205297.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -205301.265625 Penalty: 786.748352
	Iteration 60F: 3 clusters Score -205301.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -205307.203125 Penalty: 786.748352
	Iteration 61Q: 3 clusters Score -205307.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -205313.796875 Penalty: 786.748352
	Iteration 62Q: 3 clusters Score -205313.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -205317.187500 Penalty: 786.748352
	Iteration 63Q: 3 clusters Score -205317.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -205321.500000 Penalty: 786.748352
	Iteration 64Q: 3 clusters Score -205321.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -205325.171875 Penalty: 786.748352
	Iteration 65Q: 3 clusters Score -205325.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -205330.140625 Penalty: 786.748352
	Iteration 66Q: 3 clusters Score -205330.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -205335.093750 Penalty: 786.748352
	Iteration 67Q: 3 clusters Score -205335.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -205337.515625 Penalty: 786.748352
	Iteration 68Q: 3 clusters Score -205337.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -205341.484375 Penalty: 786.748352
	Iteration 69Q: 3 clusters Score -205341.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -205345.125000 Penalty: 786.748352
	Iteration 70Q: 3 clusters Score -205345.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -205348.031250 Penalty: 786.748352
	Iteration 71Q: 3 clusters Score -205348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -205350.265625 Penalty: 786.748352
	Iteration 72Q: 3 clusters Score -205350.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -205352.390625 Penalty: 786.748352
	Iteration 73Q: 3 clusters Score -205352.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -205354.015625 Penalty: 786.748352
	Iteration 74Q: 3 clusters Score -205354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -205357.421875 Penalty: 786.748352
	Iteration 75Q: 3 clusters Score -205357.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -205364.328125 Penalty: 786.748352
	Iteration 76Q: 3 clusters Score -205364.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -205369.640625 Penalty: 786.748352
	Iteration 77Q: 3 clusters Score -205369.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -205374.484375 Penalty: 786.748352
	Iteration 78Q: 3 clusters Score -205374.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -205377.062500 Penalty: 786.748352
	Iteration 79Q: 3 clusters Score -205377.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -205379.453125 Penalty: 786.748352
	Iteration 80F: 3 clusters Score -205379.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -205383.640625 Penalty: 786.748352
	Iteration 81Q: 3 clusters Score -205383.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -205390.828125 Penalty: 786.748352
	Iteration 82Q: 3 clusters Score -205390.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -205398.187500 Penalty: 786.748352
	Iteration 83Q: 3 clusters Score -205398.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -205407.265625 Penalty: 786.748352
	Iteration 84Q: 3 clusters Score -205407.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -205419.531250 Penalty: 786.748352
	Iteration 85Q: 3 clusters Score -205419.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -205429.796875 Penalty: 786.748352
	Iteration 86Q: 3 clusters Score -205429.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -205440.125000 Penalty: 786.748352
	Iteration 87Q: 3 clusters Score -205440.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -205448.828125 Penalty: 786.748352
	Iteration 88Q: 3 clusters Score -205448.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -205458.625000 Penalty: 786.748352
	Iteration 89Q: 3 clusters Score -205458.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -205466.656250 Penalty: 786.748352
	Iteration 90Q: 3 clusters Score -205466.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -205476.953125 Penalty: 786.748352
	Iteration 91Q: 3 clusters Score -205477 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -205488.453125 Penalty: 786.748352
	Iteration 92Q: 3 clusters Score -205488.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -205505.875000 Penalty: 786.748352
	Iteration 93Q: 3 clusters Score -205505.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -205530.093750 Penalty: 786.748352
	Iteration 94Q: 3 clusters Score -205530.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -205564.875000 Penalty: 786.748352
	Iteration 95Q: 3 clusters Score -205564.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -205611.984375 Penalty: 786.748352
	Iteration 96Q: 3 clusters Score -205612 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -205663.859375 Penalty: 786.748352
	Iteration 97Q: 3 clusters Score -205663.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -205728.765625 Penalty: 786.748352
	Iteration 98Q: 3 clusters Score -205728.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -205771.093750 Penalty: 786.748352
	Iteration 99Q: 3 clusters Score -205771.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -205798.703125 Penalty: 786.748352
	Iteration 100F: 3 clusters Score -205798.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -205810.187500 Penalty: 786.748352
	Iteration 101Q: 3 clusters Score -205810.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -205813.671875 Penalty: 786.748352
	Iteration 102Q: 3 clusters Score -205813.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -205815.671875 Penalty: 786.748352
	Iteration 103Q: 3 clusters Score -205815.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -205818.265625 Penalty: 786.748352
	Iteration 104Q: 3 clusters Score -205818.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -205819.640625 Penalty: 786.748352
	Iteration 105Q: 3 clusters Score -205819.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -205821.406250 Penalty: 786.748352
	Iteration 106Q: 3 clusters Score -205821.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -205822.921875 Penalty: 786.748352
	Iteration 107Q: 3 clusters Score -205822.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -205824.718750 Penalty: 786.748352
	Iteration 108Q: 3 clusters Score -205824.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -205825.265625 Penalty: 786.748352
	Iteration 109Q: 3 clusters Score -205825.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -205825.218750 Penalty: 786.748352
	Iteration 110Q: 3 clusters Score -205825.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -205825.109375 Penalty: 786.748352
	Iteration 111Q: 3 clusters Score -205825.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -205825.828125 Penalty: 786.748352
	Iteration 112Q: 3 clusters Score -205825.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -205825.671875 Penalty: 786.748352
	Iteration 113Q: 3 clusters Score -205825.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -205825.671875 Penalty: 786.748352
	Iteration 114F: 3 clusters Score -205825.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Entering Unmasked Estep 
Score: -586625.812500 Penalty: 443.751526
	Iteration 0F: 2 clusters Score -586625.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -575149.750000 Penalty: 887.503052
	Iteration 0F: 3 clusters Score -575149.8 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -580390.875000 Penalty: 887.503052
	Iteration 1F: 3 clusters Score -580390.9 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -581457.250000 Penalty: 887.503052
	Iteration 2F: 3 clusters Score -581457.2 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -582766.562500 Penalty: 887.503052
	Iteration 3F: 3 clusters Score -582766.6 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -583957.500000 Penalty: 887.503052
	Iteration 4F: 3 clusters Score -583957.5 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -584814.000000 Penalty: 887.503052
	Iteration 5F: 3 clusters Score -584814 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -585355.312500 Penalty: 887.503052
	Iteration 6Q: 3 clusters Score -585355.3 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -585730.250000 Penalty: 887.503052
	Iteration 7Q: 3 clusters Score -585730.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -585959.062500 Penalty: 887.503052
	Iteration 8Q: 3 clusters Score -585959.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -586087.687500 Penalty: 887.503052
	Iteration 9Q: 3 clusters Score -586087.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -586158.000000 Penalty: 887.503052
	Iteration 10Q: 3 clusters Score -586158 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -586197.625000 Penalty: 887.503052
	Iteration 11Q: 3 clusters Score -586197.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -586236.187500 Penalty: 887.503052
	Iteration 12Q: 3 clusters Score -586236.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -586271.375000 Penalty: 887.503052
	Iteration 13Q: 3 clusters Score -586271.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -586298.312500 Penalty: 887.503052
	Iteration 14Q: 3 clusters Score -586298.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -586324.250000 Penalty: 887.503052
	Iteration 15Q: 3 clusters Score -586324.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -586356.937500 Penalty: 887.503052
	Iteration 16Q: 3 clusters Score -586356.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -586391.062500 Penalty: 887.503052
	Iteration 17Q: 3 clusters Score -586391.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -586444.375000 Penalty: 887.503052
	Iteration 18Q: 3 clusters Score -586444.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -586496.937500 Penalty: 887.503052
	Iteration 19Q: 3 clusters Score -586496.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -586547.000000 Penalty: 887.503052
	Iteration 20F: 3 clusters Score -586547 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -586605.500000 Penalty: 887.503052
	Iteration 21Q: 3 clusters Score -586605.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -586681.437500 Penalty: 887.503052
	Iteration 22Q: 3 clusters Score -586681.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -586795.250000 Penalty: 887.503052
	Iteration 23Q: 3 clusters Score -586795.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -586978.312500 Penalty: 887.503052
	Iteration 24Q: 3 clusters Score -586978.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -587173.625000 Penalty: 887.503052
	Iteration 25Q: 3 clusters Score -587173.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -587381.562500 Penalty: 887.503052
	Iteration 26Q: 3 clusters Score -587381.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -587568.250000 Penalty: 887.503052
	Iteration 27Q: 3 clusters Score -587568.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -587704.125000 Penalty: 887.503052
	Iteration 28Q: 3 clusters Score -587704.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -587809.812500 Penalty: 887.503052
	Iteration 29Q: 3 clusters Score -587809.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -587877.125000 Penalty: 887.503052
	Iteration 30Q: 3 clusters Score -587877.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -587913.812500 Penalty: 887.503052
	Iteration 31Q: 3 clusters Score -587913.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -587941.937500 Penalty: 887.503052
	Iteration 32Q: 3 clusters Score -587941.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -587962.500000 Penalty: 887.503052
	Iteration 33Q: 3 clusters Score -587962.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -587967.875000 Penalty: 887.503052
	Iteration 34Q: 3 clusters Score -587967.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -587972.812500 Penalty: 887.503052
	Iteration 35Q: 3 clusters Score -587972.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -587974.687500 Penalty: 887.503052
	Iteration 36Q: 3 clusters Score -587974.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -587976.500000 Penalty: 887.503052
	Iteration 37Q: 3 clusters Score -587976.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -587978.312500 Penalty: 887.503052
	Iteration 38Q: 3 clusters Score -587978.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -587983.312500 Penalty: 887.503052
	Iteration 39Q: 3 clusters Score -587983.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -587993.125000 Penalty: 887.503052
	Iteration 40F: 3 clusters Score -587993.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -587997.562500 Penalty: 887.503052
	Iteration 41Q: 3 clusters Score -587997.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -588002.062500 Penalty: 887.503052
	Iteration 42Q: 3 clusters Score -588002.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -588004.500000 Penalty: 887.503052
	Iteration 43Q: 3 clusters Score -588004.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -588005.750000 Penalty: 887.503052
	Iteration 44Q: 3 clusters Score -588005.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -588007.562500 Penalty: 887.503052
	Iteration 45Q: 3 clusters Score -588007.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -588006.812500 Penalty: 887.503052
	Iteration 46Q: 3 clusters Score -588006.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -588009.312500 Penalty: 887.503052
	Iteration 47Q: 3 clusters Score -588009.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -588011.187500 Penalty: 887.503052
	Iteration 48Q: 3 clusters Score -588011.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -588011.500000 Penalty: 887.503052
	Iteration 49Q: 3 clusters Score -588011.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -588013.687500 Penalty: 887.503052
	Iteration 50Q: 3 clusters Score -588013.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -588013.187500 Penalty: 887.503052
	Iteration 51Q: 3 clusters Score -588013.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -588016.250000 Penalty: 887.503052
	Iteration 52Q: 3 clusters Score -588016.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -588019.500000 Penalty: 887.503052
	Iteration 53Q: 3 clusters Score -588019.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -588019.750000 Penalty: 887.503052
	Iteration 54Q: 3 clusters Score -588019.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -588020.250000 Penalty: 887.503052
	Iteration 55Q: 3 clusters Score -588020.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -588022.125000 Penalty: 887.503052
	Iteration 56Q: 3 clusters Score -588022.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -588024.875000 Penalty: 887.503052
	Iteration 57Q: 3 clusters Score -588024.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -588025.250000 Penalty: 887.503052
	Iteration 58Q: 3 clusters Score -588025.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -588028.500000 Penalty: 887.503052
	Iteration 59Q: 3 clusters Score -588028.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -588032.375000 Penalty: 887.503052
	Iteration 60F: 3 clusters Score -588032.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -588035.937500 Penalty: 887.503052
	Iteration 61Q: 3 clusters Score -588035.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -588037.000000 Penalty: 887.503052
	Iteration 62Q: 3 clusters Score -588037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -588039.375000 Penalty: 887.503052
	Iteration 63Q: 3 clusters Score -588039.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -588040.625000 Penalty: 887.503052
	Iteration 64Q: 3 clusters Score -588040.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -588044.437500 Penalty: 887.503052
	Iteration 65Q: 3 clusters Score -588044.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -588048.500000 Penalty: 887.503052
	Iteration 66Q: 3 clusters Score -588048.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -588053.250000 Penalty: 887.503052
	Iteration 67Q: 3 clusters Score -588053.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -588060.312500 Penalty: 887.503052
	Iteration 68Q: 3 clusters Score -588060.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -588064.625000 Penalty: 887.503052
	Iteration 69Q: 3 clusters Score -588064.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -588070.437500 Penalty: 887.503052
	Iteration 70Q: 3 clusters Score -588070.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -588074.250000 Penalty: 887.503052
	Iteration 71Q: 3 clusters Score -588074.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -588075.125000 Penalty: 887.503052
	Iteration 72Q: 3 clusters Score -588075.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -588078.250000 Penalty: 887.503052
	Iteration 73Q: 3 clusters Score -588078.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -588082.000000 Penalty: 887.503052
	Iteration 74Q: 3 clusters Score -588082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -588082.750000 Penalty: 887.503052
	Iteration 75Q: 3 clusters Score -588082.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -588086.750000 Penalty: 887.503052
	Iteration 76Q: 3 clusters Score -588086.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -588089.500000 Penalty: 887.503052
	Iteration 77Q: 3 clusters Score -588089.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -588088.562500 Penalty: 887.503052
	Iteration 78Q: 3 clusters Score -588088.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -588089.875000 Penalty: 887.503052
	Iteration 79Q: 3 clusters Score -588089.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -588090.562500 Penalty: 887.503052
	Iteration 80F: 3 clusters Score -588090.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -588091.562500 Penalty: 887.503052
	Iteration 81Q: 3 clusters Score -588091.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -588092.437500 Penalty: 887.503052
	Iteration 82Q: 3 clusters Score -588092.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -588092.812500 Penalty: 887.503052
	Iteration 83Q: 3 clusters Score -588092.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -588093.875000 Penalty: 887.503052
	Iteration 84Q: 3 clusters Score -588093.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -588095.187500 Penalty: 887.503052
	Iteration 85Q: 3 clusters Score -588095.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -588095.812500 Penalty: 887.503052
	Iteration 86Q: 3 clusters Score -588095.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -588096.812500 Penalty: 887.503052
	Iteration 87Q: 3 clusters Score -588096.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -588095.937500 Penalty: 887.503052
	Iteration 88Q: 3 clusters Score -588095.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -588097.437500 Penalty: 887.503052
	Iteration 89Q: 3 clusters Score -588097.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -588097.687500 Penalty: 887.503052
	Iteration 90Q: 3 clusters Score -588097.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -588100.375000 Penalty: 887.503052
	Iteration 91Q: 3 clusters Score -588100.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -588099.750000 Penalty: 887.503052
	Iteration 92Q: 3 clusters Score -588099.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -588099.312500 Penalty: 887.503052
	Iteration 93Q: 3 clusters Score -588099.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -588098.562500 Penalty: 887.503052
	Iteration 94Q: 3 clusters Score -588098.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -588099.750000 Penalty: 887.503052
	Iteration 95Q: 3 clusters Score -588099.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -588099.812500 Penalty: 887.503052
	Iteration 96Q: 3 clusters Score -588099.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -588100.875000 Penalty: 887.503052
	Iteration 97Q: 3 clusters Score -588100.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -588101.500000 Penalty: 887.503052
	Iteration 98Q: 3 clusters Score -588101.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -588101.625000 Penalty: 887.503052
	Iteration 99Q: 3 clusters Score -588101.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -588101.312500 Penalty: 887.503052
	Iteration 100F: 3 clusters Score -588101.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -588102.375000 Penalty: 887.503052
	Iteration 101Q: 3 clusters Score -588102.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -588101.437500 Penalty: 887.503052
	Iteration 102Q: 3 clusters Score -588101.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -588101.875000 Penalty: 887.503052
	Iteration 103Q: 3 clusters Score -588101.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -588100.625000 Penalty: 887.503052
	Iteration 104Q: 3 clusters Score -588100.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -588101.687500 Penalty: 887.503052
	Iteration 105Q: 3 clusters Score -588101.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -588101.687500 Penalty: 887.503052
	Iteration 106F: 3 clusters Score -588101.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15307 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 417402 members 
Mstep: Class 5 contains 27193 members 
Mstep: Class 6 contains 3907 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 13581 members 
Mstep: Class 9 contains 3999 members 
Mstep: Class 10 contains 5685 members 
Mstep: Class 11 contains 6970 members 
Mstep: Class 12 contains 582865 members 
Mstep: Class 13 contains 7196 members 
Mstep: Class 14 contains 170482 members 
Mstep: Class 15 contains 16760 members 
Mstep: Class 16 contains 27006 members 
Mstep: Class 17 contains 11531 members 
Mstep: Class 18 contains 2912 members 
Mstep: Class 19 contains 2038 members 
Mstep: Class 20 contains 1102 members 
Mstep: Class 21 contains 16403 members 
Mstep: Class 22 contains 13197 members 
Mstep: Class 23 contains 17877 members 
Mstep: Class 24 contains 5202 members 
Mstep: Class 25 contains 2288 members 
Mstep: Class 26 contains 10232 members 
Entering Unmasked Estep 
Score: -50295308.000000 Penalty: 16731.605469
Splitting cluster 11 changes total score from -50290388.000000 to -50295308.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (582865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582865 members 
Entering Unmasked Estep 
Score: -22376794.000000 Penalty: 604.044861
	Iteration 0F: 2 clusters Score -2.237679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291788 members 
Mstep: Class 2 contains 291077 members 
Entering Unmasked Estep 
Score: -22008974.000000 Penalty: 1208.089722
	Iteration 0F: 3 clusters Score -2.200897e+07 nChanged 288822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353052 members 
Mstep: Class 2 contains 229813 members 
Entering Unmasked Estep 
Score: -22208510.000000 Penalty: 1208.089722
	Iteration 1F: 3 clusters Score -2.220851e+07 nChanged 43017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386941 members 
Mstep: Class 2 contains 195924 members 
Entering Unmasked Estep 
Score: -22228816.000000 Penalty: 1208.089722
	Iteration 2F: 3 clusters Score -2.222882e+07 nChanged 44102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422503 members 
Mstep: Class 2 contains 160362 members 
Entering Unmasked Estep 
Score: -22246626.000000 Penalty: 1208.089722
	Iteration 3F: 3 clusters Score -2.224663e+07 nChanged 39935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456148 members 
Mstep: Class 2 contains 126717 members 
Entering Unmasked Estep 
Score: -22266184.000000 Penalty: 1208.089722
	Iteration 4F: 3 clusters Score -2.226618e+07 nChanged 35165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488341 members 
Mstep: Class 2 contains 94524 members 
Entering Unmasked Estep 
Score: -22288520.000000 Penalty: 1208.089722
	Iteration 5F: 3 clusters Score -2.228852e+07 nChanged 31579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519232 members 
Mstep: Class 2 contains 63633 members 
Entering Unmasked Estep 
Score: -22314222.000000 Penalty: 1208.089722
	Iteration 6F: 3 clusters Score -2.231422e+07 nChanged 26929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546107 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -22340014.000000 Penalty: 1208.089722
	Iteration 7Q: 3 clusters Score -2.234001e+07 nChanged 18890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564997 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -22359042.000000 Penalty: 1208.089722
	Iteration 8Q: 3 clusters Score -2.235904e+07 nChanged 10073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575070 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -22369844.000000 Penalty: 1208.089722
	Iteration 9Q: 3 clusters Score -2.236984e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579314 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -22374130.000000 Penalty: 1208.089722
	Iteration 10Q: 3 clusters Score -2.237413e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580941 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -22375580.000000 Penalty: 1208.089722
	Iteration 11Q: 3 clusters Score -2.237558e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581520 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -22376190.000000 Penalty: 1208.089722
	Iteration 12Q: 3 clusters Score -2.237619e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581715 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -22376448.000000 Penalty: 1208.089722
	Iteration 13Q: 3 clusters Score -2.237645e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581765 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -22376616.000000 Penalty: 1208.089722
	Iteration 14Q: 3 clusters Score -2.237662e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581736 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -22376746.000000 Penalty: 1208.089722
	Iteration 15Q: 3 clusters Score -2.237675e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581694 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -22376864.000000 Penalty: 1208.089722
	Iteration 16Q: 3 clusters Score -2.237686e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581671 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -22376928.000000 Penalty: 1208.089722
	Iteration 17Q: 3 clusters Score -2.237693e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581653 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -22376940.000000 Penalty: 1208.089722
	Iteration 18Q: 3 clusters Score -2.237694e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581632 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -22376926.000000 Penalty: 1208.089722
	Iteration 19Q: 3 clusters Score -2.237693e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581600 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -22376880.000000 Penalty: 1208.089722
	Iteration 20F: 3 clusters Score -2.237688e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581556 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -22376892.000000 Penalty: 1208.089722
	Iteration 21Q: 3 clusters Score -2.237689e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581510 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -22376904.000000 Penalty: 1208.089722
	Iteration 22Q: 3 clusters Score -2.23769e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581465 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -22376896.000000 Penalty: 1208.089722
	Iteration 23Q: 3 clusters Score -2.23769e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581434 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -22376908.000000 Penalty: 1208.089722
	Iteration 24Q: 3 clusters Score -2.237691e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581405 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -22376922.000000 Penalty: 1208.089722
	Iteration 25Q: 3 clusters Score -2.237692e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581373 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -22376912.000000 Penalty: 1208.089722
	Iteration 26Q: 3 clusters Score -2.237691e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581345 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -22376912.000000 Penalty: 1208.089722
	Iteration 27Q: 3 clusters Score -2.237691e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581321 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -22376940.000000 Penalty: 1208.089722
	Iteration 28Q: 3 clusters Score -2.237694e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581312 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -22376930.000000 Penalty: 1208.089722
	Iteration 29Q: 3 clusters Score -2.237693e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581300 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -22376914.000000 Penalty: 1208.089722
	Iteration 30Q: 3 clusters Score -2.237691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581290 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -22376916.000000 Penalty: 1208.089722
	Iteration 31Q: 3 clusters Score -2.237692e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581282 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -22376930.000000 Penalty: 1208.089722
	Iteration 32Q: 3 clusters Score -2.237693e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581276 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -22376914.000000 Penalty: 1208.089722
	Iteration 33Q: 3 clusters Score -2.237691e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581271 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -22376916.000000 Penalty: 1208.089722
	Iteration 34Q: 3 clusters Score -2.237692e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581259 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -22376902.000000 Penalty: 1208.089722
	Iteration 35Q: 3 clusters Score -2.23769e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581249 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -22376892.000000 Penalty: 1208.089722
	Iteration 36Q: 3 clusters Score -2.237689e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581242 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -22376902.000000 Penalty: 1208.089722
	Iteration 37Q: 3 clusters Score -2.23769e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581239 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -22376918.000000 Penalty: 1208.089722
	Iteration 38Q: 3 clusters Score -2.237692e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581241 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -22376916.000000 Penalty: 1208.089722
	Iteration 39Q: 3 clusters Score -2.237692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581243 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -22376894.000000 Penalty: 1208.089722
	Iteration 40F: 3 clusters Score -2.237689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581242 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -22376894.000000 Penalty: 1208.089722
	Iteration 41Q: 3 clusters Score -2.237689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581242 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -22376892.000000 Penalty: 1208.089722
	Iteration 42Q: 3 clusters Score -2.237689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581242 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -22376892.000000 Penalty: 1208.089722
	Iteration 43F: 3 clusters Score -2.237689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15307 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 417402 members 
Mstep: Class 5 contains 27193 members 
Mstep: Class 6 contains 3907 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 13581 members 
Mstep: Class 9 contains 3999 members 
Mstep: Class 10 contains 5685 members 
Mstep: Class 11 contains 6970 members 
Mstep: Class 12 contains 581242 members 
Mstep: Class 13 contains 7196 members 
Mstep: Class 14 contains 170482 members 
Mstep: Class 15 contains 16760 members 
Mstep: Class 16 contains 27006 members 
Mstep: Class 17 contains 11531 members 
Mstep: Class 18 contains 2912 members 
Mstep: Class 19 contains 2038 members 
Mstep: Class 20 contains 1102 members 
Mstep: Class 21 contains 16403 members 
Mstep: Class 22 contains 13197 members 
Mstep: Class 23 contains 17877 members 
Mstep: Class 24 contains 5202 members 
Mstep: Class 25 contains 2288 members 
Mstep: Class 26 contains 10232 members 
Mstep: Class 27 contains 1623 members 
Entering Unmasked Estep 
Score: -50295432.000000 Penalty: 17375.128906
Splitting cluster 12 changes total score from -50290388.000000 to -50295432.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (7196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Entering Unmasked Estep 
Score: -266133.500000 Penalty: 404.098267
	Iteration 0F: 2 clusters Score -266133.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -261338.000000 Penalty: 808.196533
	Iteration 0F: 3 clusters Score -261338 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -263384.906250 Penalty: 808.196533
	Iteration 1F: 3 clusters Score -263384.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -263606.062500 Penalty: 808.196533
	Iteration 2F: 3 clusters Score -263606.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -263874.125000 Penalty: 808.196533
	Iteration 3F: 3 clusters Score -263874.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -264211.500000 Penalty: 808.196533
	Iteration 4F: 3 clusters Score -264211.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -264550.031250 Penalty: 808.196533
	Iteration 5F: 3 clusters Score -264550 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -264820.781250 Penalty: 808.196533
	Iteration 6F: 3 clusters Score -264820.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -264971.343750 Penalty: 808.196533
	Iteration 7Q: 3 clusters Score -264971.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -265056.718750 Penalty: 808.196533
	Iteration 8Q: 3 clusters Score -265056.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -265109.843750 Penalty: 808.196533
	Iteration 9Q: 3 clusters Score -265109.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -265168.281250 Penalty: 808.196533
	Iteration 10Q: 3 clusters Score -265168.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -265220.718750 Penalty: 808.196533
	Iteration 11Q: 3 clusters Score -265220.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -265283.187500 Penalty: 808.196533
	Iteration 12Q: 3 clusters Score -265283.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -265361.937500 Penalty: 808.196533
	Iteration 13Q: 3 clusters Score -265361.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -265424.750000 Penalty: 808.196533
	Iteration 14Q: 3 clusters Score -265424.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -265473.125000 Penalty: 808.196533
	Iteration 15Q: 3 clusters Score -265473.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -265502.656250 Penalty: 808.196533
	Iteration 16Q: 3 clusters Score -265502.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -265526.750000 Penalty: 808.196533
	Iteration 17Q: 3 clusters Score -265526.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -265545.250000 Penalty: 808.196533
	Iteration 18Q: 3 clusters Score -265545.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -265560.281250 Penalty: 808.196533
	Iteration 19Q: 3 clusters Score -265560.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -265572.687500 Penalty: 808.196533
	Iteration 20F: 3 clusters Score -265572.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -265586.125000 Penalty: 808.196533
	Iteration 21Q: 3 clusters Score -265586.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -265599.718750 Penalty: 808.196533
	Iteration 22Q: 3 clusters Score -265599.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -265618.875000 Penalty: 808.196533
	Iteration 23Q: 3 clusters Score -265618.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -265636.031250 Penalty: 808.196533
	Iteration 24Q: 3 clusters Score -265636 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -265651.906250 Penalty: 808.196533
	Iteration 25Q: 3 clusters Score -265651.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -265670.906250 Penalty: 808.196533
	Iteration 26Q: 3 clusters Score -265670.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -265688.250000 Penalty: 808.196533
	Iteration 27Q: 3 clusters Score -265688.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -265703.531250 Penalty: 808.196533
	Iteration 28Q: 3 clusters Score -265703.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -265715.000000 Penalty: 808.196533
	Iteration 29Q: 3 clusters Score -265715 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -265727.500000 Penalty: 808.196533
	Iteration 30Q: 3 clusters Score -265727.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -265746.656250 Penalty: 808.196533
	Iteration 31Q: 3 clusters Score -265746.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -265773.375000 Penalty: 808.196533
	Iteration 32Q: 3 clusters Score -265773.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -265800.718750 Penalty: 808.196533
	Iteration 33Q: 3 clusters Score -265800.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -265824.500000 Penalty: 808.196533
	Iteration 34Q: 3 clusters Score -265824.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -265854.750000 Penalty: 808.196533
	Iteration 35Q: 3 clusters Score -265854.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -265892.562500 Penalty: 808.196533
	Iteration 36Q: 3 clusters Score -265892.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -265929.156250 Penalty: 808.196533
	Iteration 37Q: 3 clusters Score -265929.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -265951.906250 Penalty: 808.196533
	Iteration 38Q: 3 clusters Score -265951.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -265973.000000 Penalty: 808.196533
	Iteration 39Q: 3 clusters Score -265973 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -265984.125000 Penalty: 808.196533
	Iteration 40F: 3 clusters Score -265984.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -265992.500000 Penalty: 808.196533
	Iteration 41Q: 3 clusters Score -265992.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -265997.468750 Penalty: 808.196533
	Iteration 42Q: 3 clusters Score -265997.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -266003.812500 Penalty: 808.196533
	Iteration 43Q: 3 clusters Score -266003.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -266009.656250 Penalty: 808.196533
	Iteration 44Q: 3 clusters Score -266009.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -266014.843750 Penalty: 808.196533
	Iteration 45Q: 3 clusters Score -266014.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -266020.875000 Penalty: 808.196533
	Iteration 46Q: 3 clusters Score -266020.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -266026.812500 Penalty: 808.196533
	Iteration 47Q: 3 clusters Score -266026.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -266031.906250 Penalty: 808.196533
	Iteration 48Q: 3 clusters Score -266031.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -266038.500000 Penalty: 808.196533
	Iteration 49Q: 3 clusters Score -266038.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -266044.156250 Penalty: 808.196533
	Iteration 50Q: 3 clusters Score -266044.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -266048.000000 Penalty: 808.196533
	Iteration 51Q: 3 clusters Score -266048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -266055.562500 Penalty: 808.196533
	Iteration 52Q: 3 clusters Score -266055.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -266060.718750 Penalty: 808.196533
	Iteration 53Q: 3 clusters Score -266060.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -266065.312500 Penalty: 808.196533
	Iteration 54Q: 3 clusters Score -266065.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -266067.812500 Penalty: 808.196533
	Iteration 55Q: 3 clusters Score -266067.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -266070.062500 Penalty: 808.196533
	Iteration 56Q: 3 clusters Score -266070.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -266071.281250 Penalty: 808.196533
	Iteration 57Q: 3 clusters Score -266071.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -266070.593750 Penalty: 808.196533
	Iteration 58Q: 3 clusters Score -266070.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -266071.593750 Penalty: 808.196533
	Iteration 59Q: 3 clusters Score -266071.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -266071.343750 Penalty: 808.196533
	Iteration 60F: 3 clusters Score -266071.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (170482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170482 members 
Entering Unmasked Estep 
Score: -6490213.000000 Penalty: 548.110535
	Iteration 0F: 2 clusters Score -6490213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85018 members 
Mstep: Class 2 contains 85464 members 
Entering Unmasked Estep 
Score: -6374179.000000 Penalty: 1096.221069
	Iteration 0F: 3 clusters Score -6374179 nChanged 84052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73926 members 
Mstep: Class 2 contains 96556 members 
Entering Unmasked Estep 
Score: -6426514.000000 Penalty: 1096.221069
	Iteration 1F: 3 clusters Score -6426514 nChanged 10378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65116 members 
Mstep: Class 2 contains 105366 members 
Entering Unmasked Estep 
Score: -6431738.000000 Penalty: 1096.221069
	Iteration 2F: 3 clusters Score -6431738 nChanged 13390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52894 members 
Mstep: Class 2 contains 117588 members 
Entering Unmasked Estep 
Score: -6440369.000000 Penalty: 1096.221069
	Iteration 3F: 3 clusters Score -6440369 nChanged 15085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 132027 members 
Entering Unmasked Estep 
Score: -6452488.500000 Penalty: 1096.221069
	Iteration 4F: 3 clusters Score -6452488 nChanged 14607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 146372 members 
Entering Unmasked Estep 
Score: -6466107.000000 Penalty: 1096.221069
	Iteration 5F: 3 clusters Score -6466107 nChanged 11733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 158013 members 
Entering Unmasked Estep 
Score: -6477847.500000 Penalty: 1096.221069
	Iteration 6F: 3 clusters Score -6477848 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 165263 members 
Entering Unmasked Estep 
Score: -6485083.000000 Penalty: 1096.221069
	Iteration 7Q: 3 clusters Score -6485083 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 168567 members 
Entering Unmasked Estep 
Score: -6488238.500000 Penalty: 1096.221069
	Iteration 8Q: 3 clusters Score -6488238 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 169752 members 
Entering Unmasked Estep 
Score: -6489306.500000 Penalty: 1096.221069
	Iteration 9Q: 3 clusters Score -6489306 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 170103 members 
Entering Unmasked Estep 
Score: -6489603.500000 Penalty: 1096.221069
	Iteration 10Q: 3 clusters Score -6489604 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 170219 members 
Entering Unmasked Estep 
Score: -6489719.000000 Penalty: 1096.221069
	Iteration 11Q: 3 clusters Score -6489719 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 170248 members 
Entering Unmasked Estep 
Score: -6489758.000000 Penalty: 1096.221069
	Iteration 12Q: 3 clusters Score -6489758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 170253 members 
Entering Unmasked Estep 
Score: -6489799.500000 Penalty: 1096.221069
	Iteration 13Q: 3 clusters Score -6489800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 170254 members 
Entering Unmasked Estep 
Score: -6489820.500000 Penalty: 1096.221069
	Iteration 14Q: 3 clusters Score -6489820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 170247 members 
Entering Unmasked Estep 
Score: -6489836.000000 Penalty: 1096.221069
	Iteration 15Q: 3 clusters Score -6489836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 170239 members 
Entering Unmasked Estep 
Score: -6489841.000000 Penalty: 1096.221069
	Iteration 16Q: 3 clusters Score -6489841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 170239 members 
Entering Unmasked Estep 
Score: -6489848.500000 Penalty: 1096.221069
	Iteration 17Q: 3 clusters Score -6489848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 170233 members 
Entering Unmasked Estep 
Score: -6489848.000000 Penalty: 1096.221069
	Iteration 18Q: 3 clusters Score -6489848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 170229 members 
Entering Unmasked Estep 
Score: -6489848.000000 Penalty: 1096.221069
	Iteration 19Q: 3 clusters Score -6489848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 170226 members 
Entering Unmasked Estep 
Score: -6489853.000000 Penalty: 1096.221069
	Iteration 20F: 3 clusters Score -6489853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 170221 members 
Entering Unmasked Estep 
Score: -6489847.500000 Penalty: 1096.221069
	Iteration 21Q: 3 clusters Score -6489848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 170222 members 
Entering Unmasked Estep 
Score: -6489859.500000 Penalty: 1096.221069
	Iteration 22Q: 3 clusters Score -6489860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 170220 members 
Entering Unmasked Estep 
Score: -6489856.000000 Penalty: 1096.221069
	Iteration 23Q: 3 clusters Score -6489856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 170220 members 
Entering Unmasked Estep 
Score: -6489856.000000 Penalty: 1096.221069
	Iteration 24F: 3 clusters Score -6489856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Entering Unmasked Estep 
Score: -547988.562500 Penalty: 442.567139
	Iteration 0F: 2 clusters Score -547988.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -537031.125000 Penalty: 885.134277
	Iteration 0F: 3 clusters Score -537031.1 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -543041.500000 Penalty: 885.134277
	Iteration 1F: 3 clusters Score -543041.5 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -545158.500000 Penalty: 885.134277
	Iteration 2F: 3 clusters Score -545158.5 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -547532.500000 Penalty: 885.134277
	Iteration 3F: 3 clusters Score -547532.5 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -549711.687500 Penalty: 885.134277
	Iteration 4F: 3 clusters Score -549711.7 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -550506.562500 Penalty: 885.134277
	Iteration 5F: 3 clusters Score -550506.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -550855.875000 Penalty: 885.134277
	Iteration 6Q: 3 clusters Score -550855.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -551041.562500 Penalty: 885.134277
	Iteration 7Q: 3 clusters Score -551041.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -551187.062500 Penalty: 885.134277
	Iteration 8Q: 3 clusters Score -551187.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -551339.875000 Penalty: 885.134277
	Iteration 9Q: 3 clusters Score -551339.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -551481.312500 Penalty: 885.134277
	Iteration 10Q: 3 clusters Score -551481.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -551560.187500 Penalty: 885.134277
	Iteration 11Q: 3 clusters Score -551560.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -551602.937500 Penalty: 885.134277
	Iteration 12Q: 3 clusters Score -551602.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -551624.750000 Penalty: 885.134277
	Iteration 13Q: 3 clusters Score -551624.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -551645.437500 Penalty: 885.134277
	Iteration 14Q: 3 clusters Score -551645.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -551677.750000 Penalty: 885.134277
	Iteration 15Q: 3 clusters Score -551677.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -551731.000000 Penalty: 885.134277
	Iteration 16Q: 3 clusters Score -551731 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -551789.500000 Penalty: 885.134277
	Iteration 17Q: 3 clusters Score -551789.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -551839.062500 Penalty: 885.134277
	Iteration 18Q: 3 clusters Score -551839.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -551868.375000 Penalty: 885.134277
	Iteration 19Q: 3 clusters Score -551868.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -551881.500000 Penalty: 885.134277
	Iteration 20F: 3 clusters Score -551881.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -551887.375000 Penalty: 885.134277
	Iteration 21Q: 3 clusters Score -551887.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -551887.875000 Penalty: 885.134277
	Iteration 22Q: 3 clusters Score -551887.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -551890.062500 Penalty: 885.134277
	Iteration 23Q: 3 clusters Score -551890.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -551892.562500 Penalty: 885.134277
	Iteration 24Q: 3 clusters Score -551892.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -551893.625000 Penalty: 885.134277
	Iteration 25Q: 3 clusters Score -551893.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -551895.437500 Penalty: 885.134277
	Iteration 26Q: 3 clusters Score -551895.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -551897.875000 Penalty: 885.134277
	Iteration 27Q: 3 clusters Score -551897.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -551897.750000 Penalty: 885.134277
	Iteration 28Q: 3 clusters Score -551897.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -551897.937500 Penalty: 885.134277
	Iteration 29Q: 3 clusters Score -551897.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -551898.875000 Penalty: 885.134277
	Iteration 30Q: 3 clusters Score -551898.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -551899.437500 Penalty: 885.134277
	Iteration 31Q: 3 clusters Score -551899.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -551901.250000 Penalty: 885.134277
	Iteration 32Q: 3 clusters Score -551901.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -551903.062500 Penalty: 885.134277
	Iteration 33Q: 3 clusters Score -551903.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -551902.875000 Penalty: 885.134277
	Iteration 34Q: 3 clusters Score -551902.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -551903.812500 Penalty: 885.134277
	Iteration 35Q: 3 clusters Score -551903.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -551905.062500 Penalty: 885.134277
	Iteration 36Q: 3 clusters Score -551905.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -551903.812500 Penalty: 885.134277
	Iteration 37Q: 3 clusters Score -551903.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -551903.875000 Penalty: 885.134277
	Iteration 38Q: 3 clusters Score -551903.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -551903.875000 Penalty: 885.134277
	Iteration 39Q: 3 clusters Score -551903.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -551903.875000 Penalty: 885.134277
	Iteration 40F: 3 clusters Score -551903.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15307 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 417402 members 
Mstep: Class 5 contains 27193 members 
Mstep: Class 6 contains 3907 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 13581 members 
Mstep: Class 9 contains 3999 members 
Mstep: Class 10 contains 5685 members 
Mstep: Class 11 contains 6970 members 
Mstep: Class 12 contains 581242 members 
Mstep: Class 13 contains 7196 members 
Mstep: Class 14 contains 170482 members 
Mstep: Class 15 contains 1428 members 
Mstep: Class 16 contains 27006 members 
Mstep: Class 17 contains 11531 members 
Mstep: Class 18 contains 2912 members 
Mstep: Class 19 contains 2038 members 
Mstep: Class 20 contains 1102 members 
Mstep: Class 21 contains 16403 members 
Mstep: Class 22 contains 13197 members 
Mstep: Class 23 contains 17877 members 
Mstep: Class 24 contains 5202 members 
Mstep: Class 25 contains 2288 members 
Mstep: Class 26 contains 10232 members 
Mstep: Class 27 contains 1623 members 
Mstep: Class 28 contains 15332 members 
Entering Unmasked Estep 
Score: -50298832.000000 Penalty: 18018.652344
Splitting cluster 15 changes total score from -50290388.000000 to -50298832.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (27006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Entering Unmasked Estep 
Score: -944879.250000 Penalty: 464.273560
	Iteration 0F: 2 clusters Score -944879.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -926755.687500 Penalty: 928.547119
	Iteration 0F: 3 clusters Score -926755.7 nChanged 12976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -934520.125000 Penalty: 928.547119
	Iteration 1F: 3 clusters Score -934520.1 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -935548.125000 Penalty: 928.547119
	Iteration 2F: 3 clusters Score -935548.1 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -936969.312500 Penalty: 928.547119
	Iteration 3F: 3 clusters Score -936969.3 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -938593.500000 Penalty: 928.547119
	Iteration 4F: 3 clusters Score -938593.5 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -940074.750000 Penalty: 928.547119
	Iteration 5F: 3 clusters Score -940074.8 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -941050.062500 Penalty: 928.547119
	Iteration 6Q: 3 clusters Score -941050.1 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -941633.312500 Penalty: 928.547119
	Iteration 7Q: 3 clusters Score -941633.3 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -941985.250000 Penalty: 928.547119
	Iteration 8Q: 3 clusters Score -941985.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -942260.875000 Penalty: 928.547119
	Iteration 9Q: 3 clusters Score -942260.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -942500.812500 Penalty: 928.547119
	Iteration 10Q: 3 clusters Score -942500.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -942710.625000 Penalty: 928.547119
	Iteration 11Q: 3 clusters Score -942710.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -942884.812500 Penalty: 928.547119
	Iteration 12Q: 3 clusters Score -942884.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -943036.750000 Penalty: 928.547119
	Iteration 13Q: 3 clusters Score -943036.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -943174.687500 Penalty: 928.547119
	Iteration 14Q: 3 clusters Score -943174.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -943304.062500 Penalty: 928.547119
	Iteration 15Q: 3 clusters Score -943304.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -943423.500000 Penalty: 928.547119
	Iteration 16Q: 3 clusters Score -943423.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -943543.875000 Penalty: 928.547119
	Iteration 17Q: 3 clusters Score -943543.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -943657.687500 Penalty: 928.547119
	Iteration 18Q: 3 clusters Score -943657.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -943784.437500 Penalty: 928.547119
	Iteration 19Q: 3 clusters Score -943784.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -943946.000000 Penalty: 928.547119
	Iteration 20F: 3 clusters Score -943946 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -944148.000000 Penalty: 928.547119
	Iteration 21Q: 3 clusters Score -944148 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -944330.312500 Penalty: 928.547119
	Iteration 22Q: 3 clusters Score -944330.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -944530.812500 Penalty: 928.547119
	Iteration 23Q: 3 clusters Score -944530.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -944694.625000 Penalty: 928.547119
	Iteration 24Q: 3 clusters Score -944694.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -944821.375000 Penalty: 928.547119
	Iteration 25Q: 3 clusters Score -944821.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -944923.000000 Penalty: 928.547119
	Iteration 26Q: 3 clusters Score -944923 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -945004.500000 Penalty: 928.547119
	Iteration 27Q: 3 clusters Score -945004.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -945047.312500 Penalty: 928.547119
	Iteration 28Q: 3 clusters Score -945047.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -945078.000000 Penalty: 928.547119
	Iteration 29Q: 3 clusters Score -945078 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -945101.562500 Penalty: 928.547119
	Iteration 30Q: 3 clusters Score -945101.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -945119.875000 Penalty: 928.547119
	Iteration 31Q: 3 clusters Score -945119.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -945138.812500 Penalty: 928.547119
	Iteration 32Q: 3 clusters Score -945138.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -945156.625000 Penalty: 928.547119
	Iteration 33Q: 3 clusters Score -945156.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -945179.437500 Penalty: 928.547119
	Iteration 34Q: 3 clusters Score -945179.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -945186.687500 Penalty: 928.547119
	Iteration 35Q: 3 clusters Score -945186.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -945197.187500 Penalty: 928.547119
	Iteration 36Q: 3 clusters Score -945197.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -945207.000000 Penalty: 928.547119
	Iteration 37Q: 3 clusters Score -945207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -945216.562500 Penalty: 928.547119
	Iteration 38Q: 3 clusters Score -945216.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -945223.562500 Penalty: 928.547119
	Iteration 39Q: 3 clusters Score -945223.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -945232.187500 Penalty: 928.547119
	Iteration 40F: 3 clusters Score -945232.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -945237.687500 Penalty: 928.547119
	Iteration 41Q: 3 clusters Score -945237.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -945240.062500 Penalty: 928.547119
	Iteration 42Q: 3 clusters Score -945240.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -945247.312500 Penalty: 928.547119
	Iteration 43Q: 3 clusters Score -945247.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -945248.312500 Penalty: 928.547119
	Iteration 44Q: 3 clusters Score -945248.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -945250.875000 Penalty: 928.547119
	Iteration 45Q: 3 clusters Score -945250.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -945252.750000 Penalty: 928.547119
	Iteration 46Q: 3 clusters Score -945252.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -945251.937500 Penalty: 928.547119
	Iteration 47Q: 3 clusters Score -945251.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -945251.187500 Penalty: 928.547119
	Iteration 48Q: 3 clusters Score -945251.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -945251.187500 Penalty: 928.547119
	Iteration 49F: 3 clusters Score -945251.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15307 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 417402 members 
Mstep: Class 5 contains 27193 members 
Mstep: Class 6 contains 3907 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 13581 members 
Mstep: Class 9 contains 3999 members 
Mstep: Class 10 contains 5685 members 
Mstep: Class 11 contains 6970 members 
Mstep: Class 12 contains 581242 members 
Mstep: Class 13 contains 7196 members 
Mstep: Class 14 contains 170482 members 
Mstep: Class 15 contains 1428 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 11531 members 
Mstep: Class 18 contains 2912 members 
Mstep: Class 19 contains 2038 members 
Mstep: Class 20 contains 1102 members 
Mstep: Class 21 contains 16403 members 
Mstep: Class 22 contains 13197 members 
Mstep: Class 23 contains 17877 members 
Mstep: Class 24 contains 5202 members 
Mstep: Class 25 contains 2288 members 
Mstep: Class 26 contains 10232 members 
Mstep: Class 27 contains 1623 members 
Mstep: Class 28 contains 15332 members 
Mstep: Class 29 contains 26364 members 
Entering Unmasked Estep 
Score: -50299092.000000 Penalty: 18662.175781
Splitting cluster 16 changes total score from -50290388.000000 to -50299092.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (11531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Entering Unmasked Estep 
Score: -413294.218750 Penalty: 425.552155
	Iteration 0F: 2 clusters Score -413294.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -405639.187500 Penalty: 851.104309
	Iteration 0F: 3 clusters Score -405639.2 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -408779.812500 Penalty: 851.104309
	Iteration 1F: 3 clusters Score -408779.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -409122.375000 Penalty: 851.104309
	Iteration 2F: 3 clusters Score -409122.4 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -409495.187500 Penalty: 851.104309
	Iteration 3F: 3 clusters Score -409495.2 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -409968.906250 Penalty: 851.104309
	Iteration 4F: 3 clusters Score -409968.9 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -410569.281250 Penalty: 851.104309
	Iteration 5F: 3 clusters Score -410569.3 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -411128.968750 Penalty: 851.104309
	Iteration 6F: 3 clusters Score -411129 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -411500.343750 Penalty: 851.104309
	Iteration 7F: 3 clusters Score -411500.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -411770.937500 Penalty: 851.104309
	Iteration 8Q: 3 clusters Score -411770.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -411971.312500 Penalty: 851.104309
	Iteration 9Q: 3 clusters Score -411971.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -412134.312500 Penalty: 851.104309
	Iteration 10Q: 3 clusters Score -412134.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -412239.281250 Penalty: 851.104309
	Iteration 11Q: 3 clusters Score -412239.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -412313.656250 Penalty: 851.104309
	Iteration 12Q: 3 clusters Score -412313.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -412373.531250 Penalty: 851.104309
	Iteration 13Q: 3 clusters Score -412373.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -412421.781250 Penalty: 851.104309
	Iteration 14Q: 3 clusters Score -412421.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -412457.281250 Penalty: 851.104309
	Iteration 15Q: 3 clusters Score -412457.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -412489.937500 Penalty: 851.104309
	Iteration 16Q: 3 clusters Score -412489.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -412518.312500 Penalty: 851.104309
	Iteration 17Q: 3 clusters Score -412518.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -412540.593750 Penalty: 851.104309
	Iteration 18Q: 3 clusters Score -412540.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -412560.906250 Penalty: 851.104309
	Iteration 19Q: 3 clusters Score -412560.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -412575.406250 Penalty: 851.104309
	Iteration 20F: 3 clusters Score -412575.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -412586.718750 Penalty: 851.104309
	Iteration 21Q: 3 clusters Score -412586.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -412597.031250 Penalty: 851.104309
	Iteration 22Q: 3 clusters Score -412597 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -412607.562500 Penalty: 851.104309
	Iteration 23Q: 3 clusters Score -412607.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -412614.750000 Penalty: 851.104309
	Iteration 24Q: 3 clusters Score -412614.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -412622.156250 Penalty: 851.104309
	Iteration 25Q: 3 clusters Score -412622.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -412630.156250 Penalty: 851.104309
	Iteration 26Q: 3 clusters Score -412630.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -412634.187500 Penalty: 851.104309
	Iteration 27Q: 3 clusters Score -412634.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -412639.593750 Penalty: 851.104309
	Iteration 28Q: 3 clusters Score -412639.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -412642.031250 Penalty: 851.104309
	Iteration 29Q: 3 clusters Score -412642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -412646.468750 Penalty: 851.104309
	Iteration 30Q: 3 clusters Score -412646.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -412651.906250 Penalty: 851.104309
	Iteration 31Q: 3 clusters Score -412651.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -412653.750000 Penalty: 851.104309
	Iteration 32Q: 3 clusters Score -412653.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -412655.656250 Penalty: 851.104309
	Iteration 33Q: 3 clusters Score -412655.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -412658.031250 Penalty: 851.104309
	Iteration 34Q: 3 clusters Score -412658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -412659.031250 Penalty: 851.104309
	Iteration 35Q: 3 clusters Score -412659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -412659.968750 Penalty: 851.104309
	Iteration 36Q: 3 clusters Score -412660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -412661.156250 Penalty: 851.104309
	Iteration 37Q: 3 clusters Score -412661.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -412662.750000 Penalty: 851.104309
	Iteration 38Q: 3 clusters Score -412662.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -412662.562500 Penalty: 851.104309
	Iteration 39Q: 3 clusters Score -412662.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -412664.656250 Penalty: 851.104309
	Iteration 40F: 3 clusters Score -412664.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -412665.375000 Penalty: 851.104309
	Iteration 41Q: 3 clusters Score -412665.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -412665.906250 Penalty: 851.104309
	Iteration 42Q: 3 clusters Score -412665.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -412666.187500 Penalty: 851.104309
	Iteration 43Q: 3 clusters Score -412666.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -412667.406250 Penalty: 851.104309
	Iteration 44Q: 3 clusters Score -412667.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -412666.343750 Penalty: 851.104309
	Iteration 45Q: 3 clusters Score -412666.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -412666.000000 Penalty: 851.104309
	Iteration 46Q: 3 clusters Score -412666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -412667.125000 Penalty: 851.104309
	Iteration 47Q: 3 clusters Score -412667.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -412667.781250 Penalty: 851.104309
	Iteration 48Q: 3 clusters Score -412667.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -412667.906250 Penalty: 851.104309
	Iteration 49Q: 3 clusters Score -412667.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -412668.437500 Penalty: 851.104309
	Iteration 50Q: 3 clusters Score -412668.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -412667.218750 Penalty: 851.104309
	Iteration 51Q: 3 clusters Score -412667.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -412668.156250 Penalty: 851.104309
	Iteration 52Q: 3 clusters Score -412668.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -412668.031250 Penalty: 851.104309
	Iteration 53Q: 3 clusters Score -412668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -412667.656250 Penalty: 851.104309
	Iteration 54Q: 3 clusters Score -412667.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -412668.625000 Penalty: 851.104309
	Iteration 55Q: 3 clusters Score -412668.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -412668.406250 Penalty: 851.104309
	Iteration 56Q: 3 clusters Score -412668.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -412670.187500 Penalty: 851.104309
	Iteration 57Q: 3 clusters Score -412670.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -412670.125000 Penalty: 851.104309
	Iteration 58Q: 3 clusters Score -412670.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -412669.812500 Penalty: 851.104309
	Iteration 59Q: 3 clusters Score -412669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -412670.718750 Penalty: 851.104309
	Iteration 60F: 3 clusters Score -412670.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -412670.125000 Penalty: 851.104309
	Iteration 61Q: 3 clusters Score -412670.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -412669.906250 Penalty: 851.104309
	Iteration 62Q: 3 clusters Score -412669.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -412670.937500 Penalty: 851.104309
	Iteration 63Q: 3 clusters Score -412670.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -412670.250000 Penalty: 851.104309
	Iteration 64Q: 3 clusters Score -412670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -412670.218750 Penalty: 851.104309
	Iteration 65Q: 3 clusters Score -412670.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -412670.843750 Penalty: 851.104309
	Iteration 66Q: 3 clusters Score -412670.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -412671.312500 Penalty: 851.104309
	Iteration 67Q: 3 clusters Score -412671.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -412670.812500 Penalty: 851.104309
	Iteration 68Q: 3 clusters Score -412670.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -412671.625000 Penalty: 851.104309
	Iteration 69Q: 3 clusters Score -412671.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -412670.750000 Penalty: 851.104309
	Iteration 70Q: 3 clusters Score -412670.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -412670.375000 Penalty: 851.104309
	Iteration 71Q: 3 clusters Score -412670.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -412671.312500 Penalty: 851.104309
	Iteration 72Q: 3 clusters Score -412671.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -412671.187500 Penalty: 851.104309
	Iteration 73Q: 3 clusters Score -412671.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -412670.843750 Penalty: 851.104309
	Iteration 74Q: 3 clusters Score -412670.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -412670.062500 Penalty: 851.104309
	Iteration 75Q: 3 clusters Score -412670.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -412670.375000 Penalty: 851.104309
	Iteration 76Q: 3 clusters Score -412670.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -412671.437500 Penalty: 851.104309
	Iteration 77Q: 3 clusters Score -412671.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -412672.531250 Penalty: 851.104309
	Iteration 78Q: 3 clusters Score -412672.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -412672.031250 Penalty: 851.104309
	Iteration 79Q: 3 clusters Score -412672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -412673.062500 Penalty: 851.104309
	Iteration 80F: 3 clusters Score -412673.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -412672.875000 Penalty: 851.104309
	Iteration 81Q: 3 clusters Score -412672.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -412673.750000 Penalty: 851.104309
	Iteration 82Q: 3 clusters Score -412673.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -412673.375000 Penalty: 851.104309
	Iteration 83Q: 3 clusters Score -412673.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -412674.406250 Penalty: 851.104309
	Iteration 84Q: 3 clusters Score -412674.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -412675.562500 Penalty: 851.104309
	Iteration 85Q: 3 clusters Score -412675.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -412674.968750 Penalty: 851.104309
	Iteration 86Q: 3 clusters Score -412675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -412677.250000 Penalty: 851.104309
	Iteration 87Q: 3 clusters Score -412677.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -412676.656250 Penalty: 851.104309
	Iteration 88Q: 3 clusters Score -412676.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -412678.375000 Penalty: 851.104309
	Iteration 89Q: 3 clusters Score -412678.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -412678.156250 Penalty: 851.104309
	Iteration 90Q: 3 clusters Score -412678.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -412676.968750 Penalty: 851.104309
	Iteration 91Q: 3 clusters Score -412677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -412678.250000 Penalty: 851.104309
	Iteration 92Q: 3 clusters Score -412678.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -412679.343750 Penalty: 851.104309
	Iteration 93Q: 3 clusters Score -412679.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -412679.656250 Penalty: 851.104309
	Iteration 94Q: 3 clusters Score -412679.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -412679.625000 Penalty: 851.104309
	Iteration 95Q: 3 clusters Score -412679.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -412679.875000 Penalty: 851.104309
	Iteration 96Q: 3 clusters Score -412679.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -412679.468750 Penalty: 851.104309
	Iteration 97Q: 3 clusters Score -412679.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -412679.468750 Penalty: 851.104309
	Iteration 98Q: 3 clusters Score -412679.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -412679.718750 Penalty: 851.104309
	Iteration 99Q: 3 clusters Score -412679.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -412680.437500 Penalty: 851.104309
	Iteration 100F: 3 clusters Score -412680.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -412679.937500 Penalty: 851.104309
	Iteration 101Q: 3 clusters Score -412679.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -412679.812500 Penalty: 851.104309
	Iteration 102Q: 3 clusters Score -412679.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -412681.000000 Penalty: 851.104309
	Iteration 103Q: 3 clusters Score -412681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -412681.250000 Penalty: 851.104309
	Iteration 104Q: 3 clusters Score -412681.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -412681.250000 Penalty: 851.104309
	Iteration 105Q: 3 clusters Score -412681.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -412682.062500 Penalty: 851.104309
	Iteration 106Q: 3 clusters Score -412682.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -412681.187500 Penalty: 851.104309
	Iteration 107Q: 3 clusters Score -412681.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -412681.562500 Penalty: 851.104309
	Iteration 108Q: 3 clusters Score -412681.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -412681.000000 Penalty: 851.104309
	Iteration 109Q: 3 clusters Score -412681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -412681.281250 Penalty: 851.104309
	Iteration 110Q: 3 clusters Score -412681.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -412681.343750 Penalty: 851.104309
	Iteration 111Q: 3 clusters Score -412681.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -412681.781250 Penalty: 851.104309
	Iteration 112Q: 3 clusters Score -412681.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -412683.218750 Penalty: 851.104309
	Iteration 113Q: 3 clusters Score -412683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -412682.718750 Penalty: 851.104309
	Iteration 114Q: 3 clusters Score -412682.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -412683.250000 Penalty: 851.104309
	Iteration 115Q: 3 clusters Score -412683.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -412684.156250 Penalty: 851.104309
	Iteration 116Q: 3 clusters Score -412684.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -412683.218750 Penalty: 851.104309
	Iteration 117Q: 3 clusters Score -412683.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -412683.218750 Penalty: 851.104309
	Iteration 118F: 3 clusters Score -412683.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -92658.945312 Penalty: 362.935089
	Iteration 0F: 2 clusters Score -92658.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -90717.640625 Penalty: 725.870178
	Iteration 0F: 3 clusters Score -90717.64 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -91694.070312 Penalty: 725.870178
	Iteration 1F: 3 clusters Score -91694.07 nChanged 298
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: -91934.734375 Penalty: 725.870178
	Iteration 2F: 3 clusters Score -91934.73 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -92107.875000 Penalty: 725.870178
	Iteration 3F: 3 clusters Score -92107.88 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -92245.632812 Penalty: 725.870178
	Iteration 4F: 3 clusters Score -92245.63 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -92346.156250 Penalty: 725.870178
	Iteration 5Q: 3 clusters Score -92346.16 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -92454.007812 Penalty: 725.870178
	Iteration 6Q: 3 clusters Score -92454.01 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -92571.296875 Penalty: 725.870178
	Iteration 7Q: 3 clusters Score -92571.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -92701.859375 Penalty: 725.870178
	Iteration 8Q: 3 clusters Score -92701.86 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -92865.109375 Penalty: 725.870178
	Iteration 9Q: 3 clusters Score -92865.11 nChanged 138
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: -93055.492188 Penalty: 725.870178
	Iteration 10Q: 3 clusters Score -93055.49 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -93400.242188 Penalty: 725.870178
	Iteration 11F: 3 clusters Score -93400.24 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -93769.320312 Penalty: 725.870178
	Iteration 12F: 3 clusters Score -93769.32 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -93971.531250 Penalty: 725.870178
	Iteration 13Q: 3 clusters Score -93971.53 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -94008.953125 Penalty: 725.870178
	Iteration 14Q: 3 clusters Score -94008.95 nChanged 14
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: -94013.437500 Penalty: 725.870178
	Iteration 15Q: 3 clusters Score -94013.44 nChanged 3
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: -94013.835938 Penalty: 725.870178
	Iteration 16Q: 3 clusters Score -94013.84 nChanged 0
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: -94013.835938 Penalty: 725.870178
	Iteration 17F: 3 clusters Score -94013.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15307 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 417402 members 
Mstep: Class 5 contains 27193 members 
Mstep: Class 6 contains 3907 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 13581 members 
Mstep: Class 9 contains 3999 members 
Mstep: Class 10 contains 5685 members 
Mstep: Class 11 contains 6970 members 
Mstep: Class 12 contains 581242 members 
Mstep: Class 13 contains 7196 members 
Mstep: Class 14 contains 170482 members 
Mstep: Class 15 contains 1428 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 11531 members 
Mstep: Class 18 contains 1526 members 
Mstep: Class 19 contains 2038 members 
Mstep: Class 20 contains 1102 members 
Mstep: Class 21 contains 16403 members 
Mstep: Class 22 contains 13197 members 
Mstep: Class 23 contains 17877 members 
Mstep: Class 24 contains 5202 members 
Mstep: Class 25 contains 2288 members 
Mstep: Class 26 contains 10232 members 
Mstep: Class 27 contains 1623 members 
Mstep: Class 28 contains 15332 members 
Mstep: Class 29 contains 26364 members 
Mstep: Class 30 contains 1386 members 
Entering Unmasked Estep 
Score: -50300192.000000 Penalty: 19305.699219
Splitting cluster 18 changes total score from -50290388.000000 to -50300192.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 21 (16403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Entering Unmasked Estep 
Score: -710773.250000 Penalty: 441.587463
	Iteration 0F: 2 clusters Score -710773.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -699777.500000 Penalty: 883.174927
	Iteration 0F: 3 clusters Score -699777.5 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -704394.250000 Penalty: 883.174927
	Iteration 1F: 3 clusters Score -704394.2 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -704796.750000 Penalty: 883.174927
	Iteration 2Q: 3 clusters Score -704796.8 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -705511.187500 Penalty: 883.174927
	Iteration 3F: 3 clusters Score -705511.2 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -706603.437500 Penalty: 883.174927
	Iteration 4F: 3 clusters Score -706603.4 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -707607.437500 Penalty: 883.174927
	Iteration 5F: 3 clusters Score -707607.4 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -708156.875000 Penalty: 883.174927
	Iteration 6F: 3 clusters Score -708156.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -708384.562500 Penalty: 883.174927
	Iteration 7Q: 3 clusters Score -708384.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -708511.937500 Penalty: 883.174927
	Iteration 8Q: 3 clusters Score -708511.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -708625.750000 Penalty: 883.174927
	Iteration 9Q: 3 clusters Score -708625.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -708724.687500 Penalty: 883.174927
	Iteration 10Q: 3 clusters Score -708724.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -708811.062500 Penalty: 883.174927
	Iteration 11Q: 3 clusters Score -708811.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -708887.125000 Penalty: 883.174927
	Iteration 12Q: 3 clusters Score -708887.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -708962.875000 Penalty: 883.174927
	Iteration 13Q: 3 clusters Score -708962.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -709037.125000 Penalty: 883.174927
	Iteration 14Q: 3 clusters Score -709037.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -709114.437500 Penalty: 883.174927
	Iteration 15Q: 3 clusters Score -709114.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -709209.250000 Penalty: 883.174927
	Iteration 16Q: 3 clusters Score -709209.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -709299.812500 Penalty: 883.174927
	Iteration 17Q: 3 clusters Score -709299.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -709377.750000 Penalty: 883.174927
	Iteration 18Q: 3 clusters Score -709377.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -709446.250000 Penalty: 883.174927
	Iteration 19Q: 3 clusters Score -709446.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -709503.812500 Penalty: 883.174927
	Iteration 20F: 3 clusters Score -709503.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -709562.062500 Penalty: 883.174927
	Iteration 21Q: 3 clusters Score -709562.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -709619.187500 Penalty: 883.174927
	Iteration 22Q: 3 clusters Score -709619.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -709703.375000 Penalty: 883.174927
	Iteration 23Q: 3 clusters Score -709703.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -709781.125000 Penalty: 883.174927
	Iteration 24Q: 3 clusters Score -709781.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -709842.250000 Penalty: 883.174927
	Iteration 25Q: 3 clusters Score -709842.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -709908.187500 Penalty: 883.174927
	Iteration 26Q: 3 clusters Score -709908.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -709970.562500 Penalty: 883.174927
	Iteration 27Q: 3 clusters Score -709970.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -710020.937500 Penalty: 883.174927
	Iteration 28Q: 3 clusters Score -710020.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -710066.937500 Penalty: 883.174927
	Iteration 29Q: 3 clusters Score -710066.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -710109.625000 Penalty: 883.174927
	Iteration 30Q: 3 clusters Score -710109.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -710150.625000 Penalty: 883.174927
	Iteration 31Q: 3 clusters Score -710150.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -710178.562500 Penalty: 883.174927
	Iteration 32Q: 3 clusters Score -710178.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -710203.937500 Penalty: 883.174927
	Iteration 33Q: 3 clusters Score -710203.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -710231.750000 Penalty: 883.174927
	Iteration 34Q: 3 clusters Score -710231.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -710269.250000 Penalty: 883.174927
	Iteration 35Q: 3 clusters Score -710269.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -710292.375000 Penalty: 883.174927
	Iteration 36Q: 3 clusters Score -710292.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -710309.500000 Penalty: 883.174927
	Iteration 37Q: 3 clusters Score -710309.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -710321.687500 Penalty: 883.174927
	Iteration 38Q: 3 clusters Score -710321.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -710334.062500 Penalty: 883.174927
	Iteration 39Q: 3 clusters Score -710334.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -710347.875000 Penalty: 883.174927
	Iteration 40F: 3 clusters Score -710347.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -710363.125000 Penalty: 883.174927
	Iteration 41Q: 3 clusters Score -710363.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -710369.687500 Penalty: 883.174927
	Iteration 42Q: 3 clusters Score -710369.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -710373.000000 Penalty: 883.174927
	Iteration 43Q: 3 clusters Score -710373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -710377.375000 Penalty: 883.174927
	Iteration 44Q: 3 clusters Score -710377.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -710382.500000 Penalty: 883.174927
	Iteration 45Q: 3 clusters Score -710382.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -710387.437500 Penalty: 883.174927
	Iteration 46Q: 3 clusters Score -710387.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -710391.812500 Penalty: 883.174927
	Iteration 47Q: 3 clusters Score -710391.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -710396.375000 Penalty: 883.174927
	Iteration 48Q: 3 clusters Score -710396.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -710397.812500 Penalty: 883.174927
	Iteration 49Q: 3 clusters Score -710397.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -710397.750000 Penalty: 883.174927
	Iteration 50Q: 3 clusters Score -710397.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -710400.187500 Penalty: 883.174927
	Iteration 51Q: 3 clusters Score -710400.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -710402.000000 Penalty: 883.174927
	Iteration 52Q: 3 clusters Score -710402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -710403.875000 Penalty: 883.174927
	Iteration 53Q: 3 clusters Score -710403.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -710404.937500 Penalty: 883.174927
	Iteration 54Q: 3 clusters Score -710404.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -710408.437500 Penalty: 883.174927
	Iteration 55Q: 3 clusters Score -710408.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -710411.750000 Penalty: 883.174927
	Iteration 56Q: 3 clusters Score -710411.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -710412.000000 Penalty: 883.174927
	Iteration 57Q: 3 clusters Score -710412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -710411.250000 Penalty: 883.174927
	Iteration 58Q: 3 clusters Score -710411.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -710412.875000 Penalty: 883.174927
	Iteration 59Q: 3 clusters Score -710412.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -710412.312500 Penalty: 883.174927
	Iteration 60F: 3 clusters Score -710412.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Entering Unmasked Estep 
Score: -466251.125000 Penalty: 431.692413
	Iteration 0F: 2 clusters Score -466251.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -457505.562500 Penalty: 863.384827
	Iteration 0F: 3 clusters Score -457505.6 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -461707.968750 Penalty: 863.384827
	Iteration 1F: 3 clusters Score -461708 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -462638.750000 Penalty: 863.384827
	Iteration 2F: 3 clusters Score -462638.8 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -463366.562500 Penalty: 863.384827
	Iteration 3F: 3 clusters Score -463366.6 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -463937.062500 Penalty: 863.384827
	Iteration 4F: 3 clusters Score -463937.1 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -464395.156250 Penalty: 863.384827
	Iteration 5F: 3 clusters Score -464395.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -464777.687500 Penalty: 863.384827
	Iteration 6Q: 3 clusters Score -464777.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -465104.156250 Penalty: 863.384827
	Iteration 7Q: 3 clusters Score -465104.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -465389.406250 Penalty: 863.384827
	Iteration 8Q: 3 clusters Score -465389.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -465605.031250 Penalty: 863.384827
	Iteration 9Q: 3 clusters Score -465605 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -465758.156250 Penalty: 863.384827
	Iteration 10Q: 3 clusters Score -465758.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -465866.406250 Penalty: 863.384827
	Iteration 11Q: 3 clusters Score -465866.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -465938.125000 Penalty: 863.384827
	Iteration 12Q: 3 clusters Score -465938.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -465981.250000 Penalty: 863.384827
	Iteration 13Q: 3 clusters Score -465981.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -466017.656250 Penalty: 863.384827
	Iteration 14Q: 3 clusters Score -466017.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -466043.062500 Penalty: 863.384827
	Iteration 15Q: 3 clusters Score -466043.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -466058.906250 Penalty: 863.384827
	Iteration 16Q: 3 clusters Score -466058.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -466071.750000 Penalty: 863.384827
	Iteration 17Q: 3 clusters Score -466071.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -466084.187500 Penalty: 863.384827
	Iteration 18Q: 3 clusters Score -466084.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -466094.187500 Penalty: 863.384827
	Iteration 19Q: 3 clusters Score -466094.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -466101.406250 Penalty: 863.384827
	Iteration 20F: 3 clusters Score -466101.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -466107.406250 Penalty: 863.384827
	Iteration 21Q: 3 clusters Score -466107.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -466112.625000 Penalty: 863.384827
	Iteration 22Q: 3 clusters Score -466112.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -466114.031250 Penalty: 863.384827
	Iteration 23Q: 3 clusters Score -466114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -466115.562500 Penalty: 863.384827
	Iteration 24Q: 3 clusters Score -466115.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -466119.562500 Penalty: 863.384827
	Iteration 25Q: 3 clusters Score -466119.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -466122.156250 Penalty: 863.384827
	Iteration 26Q: 3 clusters Score -466122.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -466123.875000 Penalty: 863.384827
	Iteration 27Q: 3 clusters Score -466123.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -466124.812500 Penalty: 863.384827
	Iteration 28Q: 3 clusters Score -466124.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -466126.000000 Penalty: 863.384827
	Iteration 29Q: 3 clusters Score -466126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -466126.875000 Penalty: 863.384827
	Iteration 30Q: 3 clusters Score -466126.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -466127.812500 Penalty: 863.384827
	Iteration 31Q: 3 clusters Score -466127.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -466128.812500 Penalty: 863.384827
	Iteration 32Q: 3 clusters Score -466128.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -466130.250000 Penalty: 863.384827
	Iteration 33Q: 3 clusters Score -466130.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -466130.656250 Penalty: 863.384827
	Iteration 34Q: 3 clusters Score -466130.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -466130.781250 Penalty: 863.384827
	Iteration 35Q: 3 clusters Score -466130.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -466130.781250 Penalty: 863.384827
	Iteration 36Q: 3 clusters Score -466130.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -466131.437500 Penalty: 863.384827
	Iteration 37Q: 3 clusters Score -466131.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -466133.406250 Penalty: 863.384827
	Iteration 38Q: 3 clusters Score -466133.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -466133.468750 Penalty: 863.384827
	Iteration 39Q: 3 clusters Score -466133.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -466132.312500 Penalty: 863.384827
	Iteration 40F: 3 clusters Score -466132.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -466132.906250 Penalty: 863.384827
	Iteration 41Q: 3 clusters Score -466132.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -466135.093750 Penalty: 863.384827
	Iteration 42Q: 3 clusters Score -466135.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -466134.562500 Penalty: 863.384827
	Iteration 43Q: 3 clusters Score -466134.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -466134.250000 Penalty: 863.384827
	Iteration 44Q: 3 clusters Score -466134.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -466135.968750 Penalty: 863.384827
	Iteration 45Q: 3 clusters Score -466136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -466136.500000 Penalty: 863.384827
	Iteration 46Q: 3 clusters Score -466136.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -466136.781250 Penalty: 863.384827
	Iteration 47Q: 3 clusters Score -466136.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -466136.437500 Penalty: 863.384827
	Iteration 48Q: 3 clusters Score -466136.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -466136.437500 Penalty: 863.384827
	Iteration 49F: 3 clusters Score -466136.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Entering Unmasked Estep 
Score: -621401.500000 Penalty: 445.502808
	Iteration 0F: 2 clusters Score -621401.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -609545.000000 Penalty: 891.005615
	Iteration 0F: 3 clusters Score -609545 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -614569.937500 Penalty: 891.005615
	Iteration 1F: 3 clusters Score -614569.9 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -614951.000000 Penalty: 891.005615
	Iteration 2Q: 3 clusters Score -614951 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -615410.937500 Penalty: 891.005615
	Iteration 3F: 3 clusters Score -615410.9 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -615982.312500 Penalty: 891.005615
	Iteration 4F: 3 clusters Score -615982.3 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -616649.750000 Penalty: 891.005615
	Iteration 5F: 3 clusters Score -616649.8 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -617439.937500 Penalty: 891.005615
	Iteration 6F: 3 clusters Score -617439.9 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -618404.375000 Penalty: 891.005615
	Iteration 7F: 3 clusters Score -618404.4 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -619384.687500 Penalty: 891.005615
	Iteration 8F: 3 clusters Score -619384.7 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -620107.500000 Penalty: 891.005615
	Iteration 9F: 3 clusters Score -620107.5 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -620591.562500 Penalty: 891.005615
	Iteration 10Q: 3 clusters Score -620591.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -620895.812500 Penalty: 891.005615
	Iteration 11Q: 3 clusters Score -620895.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -621080.750000 Penalty: 891.005615
	Iteration 12Q: 3 clusters Score -621080.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -621216.375000 Penalty: 891.005615
	Iteration 13Q: 3 clusters Score -621216.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -621308.062500 Penalty: 891.005615
	Iteration 14Q: 3 clusters Score -621308.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -621369.812500 Penalty: 891.005615
	Iteration 15Q: 3 clusters Score -621369.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -621427.625000 Penalty: 891.005615
	Iteration 16Q: 3 clusters Score -621427.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -621476.187500 Penalty: 891.005615
	Iteration 17Q: 3 clusters Score -621476.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -621532.375000 Penalty: 891.005615
	Iteration 18Q: 3 clusters Score -621532.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -621585.562500 Penalty: 891.005615
	Iteration 19Q: 3 clusters Score -621585.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -621651.687500 Penalty: 891.005615
	Iteration 20F: 3 clusters Score -621651.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -621714.937500 Penalty: 891.005615
	Iteration 21Q: 3 clusters Score -621714.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -621752.250000 Penalty: 891.005615
	Iteration 22Q: 3 clusters Score -621752.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -621792.687500 Penalty: 891.005615
	Iteration 23Q: 3 clusters Score -621792.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -621831.937500 Penalty: 891.005615
	Iteration 24Q: 3 clusters Score -621831.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -621867.312500 Penalty: 891.005615
	Iteration 25Q: 3 clusters Score -621867.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -621903.625000 Penalty: 891.005615
	Iteration 26Q: 3 clusters Score -621903.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -621933.687500 Penalty: 891.005615
	Iteration 27Q: 3 clusters Score -621933.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -621955.250000 Penalty: 891.005615
	Iteration 28Q: 3 clusters Score -621955.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -621967.750000 Penalty: 891.005615
	Iteration 29Q: 3 clusters Score -621967.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -621981.500000 Penalty: 891.005615
	Iteration 30Q: 3 clusters Score -621981.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -621991.187500 Penalty: 891.005615
	Iteration 31Q: 3 clusters Score -621991.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -622003.812500 Penalty: 891.005615
	Iteration 32Q: 3 clusters Score -622003.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -622010.125000 Penalty: 891.005615
	Iteration 33Q: 3 clusters Score -622010.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -622017.812500 Penalty: 891.005615
	Iteration 34Q: 3 clusters Score -622017.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -622028.125000 Penalty: 891.005615
	Iteration 35Q: 3 clusters Score -622028.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -622037.750000 Penalty: 891.005615
	Iteration 36Q: 3 clusters Score -622037.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -622044.250000 Penalty: 891.005615
	Iteration 37Q: 3 clusters Score -622044.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -622049.437500 Penalty: 891.005615
	Iteration 38Q: 3 clusters Score -622049.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -622053.500000 Penalty: 891.005615
	Iteration 39Q: 3 clusters Score -622053.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -622056.187500 Penalty: 891.005615
	Iteration 40F: 3 clusters Score -622056.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -622060.687500 Penalty: 891.005615
	Iteration 41Q: 3 clusters Score -622060.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -622065.437500 Penalty: 891.005615
	Iteration 42Q: 3 clusters Score -622065.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -622069.062500 Penalty: 891.005615
	Iteration 43Q: 3 clusters Score -622069.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -622072.375000 Penalty: 891.005615
	Iteration 44Q: 3 clusters Score -622072.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -622071.500000 Penalty: 891.005615
	Iteration 45Q: 3 clusters Score -622071.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -622073.875000 Penalty: 891.005615
	Iteration 46Q: 3 clusters Score -622073.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -622072.375000 Penalty: 891.005615
	Iteration 47Q: 3 clusters Score -622072.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -622074.937500 Penalty: 891.005615
	Iteration 48Q: 3 clusters Score -622074.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -622075.250000 Penalty: 891.005615
	Iteration 49Q: 3 clusters Score -622075.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -622075.312500 Penalty: 891.005615
	Iteration 50Q: 3 clusters Score -622075.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -622076.500000 Penalty: 891.005615
	Iteration 51Q: 3 clusters Score -622076.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -622077.625000 Penalty: 891.005615
	Iteration 52Q: 3 clusters Score -622077.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -622077.187500 Penalty: 891.005615
	Iteration 53Q: 3 clusters Score -622077.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -622077.312500 Penalty: 891.005615
	Iteration 54Q: 3 clusters Score -622077.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -622077.062500 Penalty: 891.005615
	Iteration 55Q: 3 clusters Score -622077.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -622079.000000 Penalty: 891.005615
	Iteration 56Q: 3 clusters Score -622079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -622078.625000 Penalty: 891.005615
	Iteration 57Q: 3 clusters Score -622078.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -622078.437500 Penalty: 891.005615
	Iteration 58Q: 3 clusters Score -622078.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -622079.750000 Penalty: 891.005615
	Iteration 59Q: 3 clusters Score -622079.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -622079.250000 Penalty: 891.005615
	Iteration 60F: 3 clusters Score -622079.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15307 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 417402 members 
Mstep: Class 5 contains 27193 members 
Mstep: Class 6 contains 3907 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 13581 members 
Mstep: Class 9 contains 3999 members 
Mstep: Class 10 contains 5685 members 
Mstep: Class 11 contains 6970 members 
Mstep: Class 12 contains 581242 members 
Mstep: Class 13 contains 7196 members 
Mstep: Class 14 contains 170482 members 
Mstep: Class 15 contains 1428 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 11531 members 
Mstep: Class 18 contains 1526 members 
Mstep: Class 19 contains 2038 members 
Mstep: Class 20 contains 1102 members 
Mstep: Class 21 contains 16403 members 
Mstep: Class 22 contains 13197 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 5202 members 
Mstep: Class 25 contains 2288 members 
Mstep: Class 26 contains 10232 members 
Mstep: Class 27 contains 1623 members 
Mstep: Class 28 contains 15332 members 
Mstep: Class 29 contains 26364 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 15237 members 
Entering Unmasked Estep 
Score: -50300584.000000 Penalty: 19949.220703
Splitting cluster 23 changes total score from -50290388.000000 to -50300584.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15307 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 417402 members 
Mstep: Class 5 contains 27193 members 
Mstep: Class 6 contains 3907 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 13581 members 
Mstep: Class 9 contains 3999 members 
Mstep: Class 10 contains 5685 members 
Mstep: Class 11 contains 6970 members 
Mstep: Class 12 contains 581242 members 
Mstep: Class 13 contains 7196 members 
Mstep: Class 14 contains 170482 members 
Mstep: Class 15 contains 1428 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 11531 members 
Mstep: Class 18 contains 1526 members 
Mstep: Class 21 contains 16403 members 
Mstep: Class 22 contains 13197 members 
Mstep: Class 23 contains 2640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50306892.000000 Penalty: 19949.220703
Iteration 39Q: 32 clusters Score -5.030689e+07 nChanged 12641
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15622 members 
Mstep: Class 3 contains 4589 members 
Mstep: Class 4 contains 420301 members 
Mstep: Class 5 contains 27467 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 13608 members 
Mstep: Class 9 contains 4303 members 
Mstep: Class 10 contains 5630 members 
Mstep: Class 11 contains 7251 members 
Mstep: Class 12 contains 581226 members 
Mstep: Class 13 contains 7293 members 
Mstep: Class 14 contains 170264 members 
Mstep: Class 15 contains 1448 members 
Mstep: Class 16 contains 646 members 
Mstep: Class 17 contains 11639 members 
Mstep: Class 18 contains 1671 members 
Mstep: Class 19 contains 2021 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 14323 members 
Mstep: Class 22 contains 13254 members 
Mstep: Class 23 contains 2976 members 
Mstep: Class 24 contains 5136 members 
Mstep: Class 25 contains 2564 members 
Mstep: Class 26 contains 9536 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 14454 members 
Mstep: Class 29 contains 25858 members 
Mstep: Class 30 contains 1321 members 
Mstep: Class 31 contains 14466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 527.253052 but Gain 643.521484
Score: -50314680.000000 Penalty: 19305.699219
Iteration 40F: 31 clusters Score -5.031468e+07 nChanged 12479
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 16579 members 
Mstep: Class 3 contains 4672 members 
Mstep: Class 4 contains 422534 members 
Mstep: Class 5 contains 26811 members 
Mstep: Class 6 contains 4023 members 
Mstep: Class 7 contains 1575 members 
Mstep: Class 8 contains 13612 members 
Mstep: Class 9 contains 4678 members 
Mstep: Class 10 contains 5580 members 
Mstep: Class 11 contains 7286 members 
Mstep: Class 12 contains 579639 members 
Mstep: Class 13 contains 7347 members 
Mstep: Class 14 contains 169420 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 651 members 
Mstep: Class 17 contains 11794 members 
Mstep: Class 18 contains 1593 members 
Mstep: Class 19 contains 2171 members 
Mstep: Class 20 contains 1179 members 
Mstep: Class 21 contains 12548 members 
Mstep: Class 22 contains 13223 members 
Mstep: Class 23 contains 3316 members 
Mstep: Class 24 contains 5241 members 
Mstep: Class 25 contains 2982 members 
Mstep: Class 26 contains 9781 members 
Mstep: Class 27 contains 1988 members 
Mstep: Class 28 contains 14174 members 
Mstep: Class 29 contains 26075 members 
Mstep: Class 30 contains 1414 members 
Mstep: Class 31 contains 14611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50318980.000000 Penalty: 19305.699219
Iteration 41Q: 31 clusters Score -5.031898e+07 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 17306 members 
Mstep: Class 3 contains 4734 members 
Mstep: Class 4 contains 424839 members 
Mstep: Class 5 contains 26346 members 
Mstep: Class 6 contains 4077 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 13603 members 
Mstep: Class 9 contains 5028 members 
Mstep: Class 10 contains 5554 members 
Mstep: Class 11 contains 7372 members 
Mstep: Class 12 contains 578165 members 
Mstep: Class 13 contains 7394 members 
Mstep: Class 14 contains 168293 members 
Mstep: Class 15 contains 1457 members 
Mstep: Class 16 contains 661 members 
Mstep: Class 17 contains 11907 members 
Mstep: Class 18 contains 1488 members 
Mstep: Class 19 contains 2282 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 11027 members 
Mstep: Class 22 contains 13247 members 
Mstep: Class 23 contains 3722 members 
Mstep: Class 24 contains 5299 members 
Mstep: Class 25 contains 3256 members 
Mstep: Class 26 contains 10027 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 13693 members 
Mstep: Class 29 contains 26192 members 
Mstep: Class 30 contains 1455 members 
Mstep: Class 31 contains 14699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50321476.000000 Penalty: 19305.699219
Iteration 42Q: 31 clusters Score -5.032148e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 17948 members 
Mstep: Class 3 contains 4790 members 
Mstep: Class 4 contains 427127 members 
Mstep: Class 5 contains 25970 members 
Mstep: Class 6 contains 4153 members 
Mstep: Class 7 contains 1324 members 
Mstep: Class 8 contains 13580 members 
Mstep: Class 9 contains 5363 members 
Mstep: Class 10 contains 5545 members 
Mstep: Class 11 contains 7472 members 
Mstep: Class 12 contains 576759 members 
Mstep: Class 13 contains 7454 members 
Mstep: Class 14 contains 166941 members 
Mstep: Class 15 contains 1472 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 12044 members 
Mstep: Class 18 contains 1391 members 
Mstep: Class 19 contains 2347 members 
Mstep: Class 20 contains 1332 members 
Mstep: Class 21 contains 9765 members 
Mstep: Class 22 contains 13294 members 
Mstep: Class 23 contains 4177 members 
Mstep: Class 24 contains 5344 members 
Mstep: Class 25 contains 3464 members 
Mstep: Class 26 contains 10287 members 
Mstep: Class 27 contains 2273 members 
Mstep: Class 28 contains 13102 members 
Mstep: Class 29 contains 26286 members 
Mstep: Class 30 contains 1494 members 
Mstep: Class 31 contains 14768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50323352.000000 Penalty: 19305.699219
Iteration 43Q: 31 clusters Score -5.032335e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 18520 members 
Mstep: Class 3 contains 4849 members 
Mstep: Class 4 contains 429344 members 
Mstep: Class 5 contains 25649 members 
Mstep: Class 6 contains 4218 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 13590 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 5583 members 
Mstep: Class 11 contains 7574 members 
Mstep: Class 12 contains 575554 members 
Mstep: Class 13 contains 7499 members 
Mstep: Class 14 contains 165490 members 
Mstep: Class 15 contains 1485 members 
Mstep: Class 16 contains 698 members 
Mstep: Class 17 contains 12175 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 2394 members 
Mstep: Class 20 contains 1411 members 
Mstep: Class 21 contains 8667 members 
Mstep: Class 22 contains 13353 members 
Mstep: Class 23 contains 4635 members 
Mstep: Class 24 contains 5372 members 
Mstep: Class 25 contains 3599 members 
Mstep: Class 26 contains 10550 members 
Mstep: Class 27 contains 2393 members 
Mstep: Class 28 contains 12468 members 
Mstep: Class 29 contains 26339 members 
Mstep: Class 30 contains 1535 members 
Mstep: Class 31 contains 14790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50324560.000000 Penalty: 19305.699219
Iteration 44Q: 31 clusters Score -5.032456e+07 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 18984 members 
Mstep: Class 3 contains 4900 members 
Mstep: Class 4 contains 431541 members 
Mstep: Class 5 contains 25395 members 
Mstep: Class 6 contains 4278 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 13603 members 
Mstep: Class 9 contains 5966 members 
Mstep: Class 10 contains 5682 members 
Mstep: Class 11 contains 7676 members 
Mstep: Class 12 contains 574445 members 
Mstep: Class 13 contains 7561 members 
Mstep: Class 14 contains 163940 members 
Mstep: Class 15 contains 1499 members 
Mstep: Class 16 contains 710 members 
Mstep: Class 17 contains 12290 members 
Mstep: Class 18 contains 1251 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 7743 members 
Mstep: Class 22 contains 13401 members 
Mstep: Class 23 contains 5042 members 
Mstep: Class 24 contains 5404 members 
Mstep: Class 25 contains 3711 members 
Mstep: Class 26 contains 10817 members 
Mstep: Class 27 contains 2505 members 
Mstep: Class 28 contains 11834 members 
Mstep: Class 29 contains 26387 members 
Mstep: Class 30 contains 1578 members 
Mstep: Class 31 contains 14790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50326068.000000 Penalty: 19305.699219
Iteration 45Q: 31 clusters Score -5.032607e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 19409 members 
Mstep: Class 3 contains 4960 members 
Mstep: Class 4 contains 433758 members 
Mstep: Class 5 contains 25167 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 1042 members 
Mstep: Class 8 contains 13650 members 
Mstep: Class 9 contains 6199 members 
Mstep: Class 10 contains 5810 members 
Mstep: Class 11 contains 7749 members 
Mstep: Class 12 contains 573397 members 
Mstep: Class 13 contains 7607 members 
Mstep: Class 14 contains 162274 members 
Mstep: Class 15 contains 1508 members 
Mstep: Class 16 contains 724 members 
Mstep: Class 17 contains 12400 members 
Mstep: Class 18 contains 1196 members 
Mstep: Class 19 contains 2408 members 
Mstep: Class 20 contains 1549 members 
Mstep: Class 21 contains 6968 members 
Mstep: Class 22 contains 13464 members 
Mstep: Class 23 contains 5377 members 
Mstep: Class 24 contains 5449 members 
Mstep: Class 25 contains 3785 members 
Mstep: Class 26 contains 11089 members 
Mstep: Class 27 contains 2606 members 
Mstep: Class 28 contains 11200 members 
Mstep: Class 29 contains 26441 members 
Mstep: Class 30 contains 1614 members 
Mstep: Class 31 contains 14778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50326948.000000 Penalty: 19305.699219
Iteration 46Q: 31 clusters Score -5.032695e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 19749 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 436024 members 
Mstep: Class 5 contains 24957 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 986 members 
Mstep: Class 8 contains 13694 members 
Mstep: Class 9 contains 6390 members 
Mstep: Class 10 contains 5933 members 
Mstep: Class 11 contains 7818 members 
Mstep: Class 12 contains 572471 members 
Mstep: Class 13 contains 7655 members 
Mstep: Class 14 contains 160465 members 
Mstep: Class 15 contains 1514 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 12493 members 
Mstep: Class 18 contains 1156 members 
Mstep: Class 19 contains 2416 members 
Mstep: Class 20 contains 1587 members 
Mstep: Class 21 contains 6280 members 
Mstep: Class 22 contains 13540 members 
Mstep: Class 23 contains 5693 members 
Mstep: Class 24 contains 5492 members 
Mstep: Class 25 contains 3846 members 
Mstep: Class 26 contains 11299 members 
Mstep: Class 27 contains 2707 members 
Mstep: Class 28 contains 10661 members 
Mstep: Class 29 contains 26491 members 
Mstep: Class 30 contains 1646 members 
Mstep: Class 31 contains 14745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50328088.000000 Penalty: 19305.699219
Iteration 47Q: 31 clusters Score -5.032809e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 20030 members 
Mstep: Class 3 contains 5094 members 
Mstep: Class 4 contains 438247 members 
Mstep: Class 5 contains 24797 members 
Mstep: Class 6 contains 4552 members 
Mstep: Class 7 contains 922 members 
Mstep: Class 8 contains 13726 members 
Mstep: Class 9 contains 6540 members 
Mstep: Class 10 contains 6049 members 
Mstep: Class 11 contains 7902 members 
Mstep: Class 12 contains 571647 members 
Mstep: Class 13 contains 7694 members 
Mstep: Class 14 contains 158704 members 
Mstep: Class 15 contains 1521 members 
Mstep: Class 16 contains 756 members 
Mstep: Class 17 contains 12563 members 
Mstep: Class 18 contains 1134 members 
Mstep: Class 19 contains 2425 members 
Mstep: Class 20 contains 1600 members 
Mstep: Class 21 contains 5662 members 
Mstep: Class 22 contains 13604 members 
Mstep: Class 23 contains 5940 members 
Mstep: Class 24 contains 5536 members 
Mstep: Class 25 contains 3878 members 
Mstep: Class 26 contains 11513 members 
Mstep: Class 27 contains 2790 members 
Mstep: Class 28 contains 10180 members 
Mstep: Class 29 contains 26525 members 
Mstep: Class 30 contains 1672 members 
Mstep: Class 31 contains 14741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50328984.000000 Penalty: 19305.699219
Iteration 48Q: 31 clusters Score -5.032898e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 20289 members 
Mstep: Class 3 contains 5177 members 
Mstep: Class 4 contains 440406 members 
Mstep: Class 5 contains 24665 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 857 members 
Mstep: Class 8 contains 13750 members 
Mstep: Class 9 contains 6642 members 
Mstep: Class 10 contains 6153 members 
Mstep: Class 11 contains 7967 members 
Mstep: Class 12 contains 570871 members 
Mstep: Class 13 contains 7731 members 
Mstep: Class 14 contains 156954 members 
Mstep: Class 15 contains 1528 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 12631 members 
Mstep: Class 18 contains 1116 members 
Mstep: Class 19 contains 2423 members 
Mstep: Class 20 contains 1611 members 
Mstep: Class 21 contains 5124 members 
Mstep: Class 22 contains 13683 members 
Mstep: Class 23 contains 6149 members 
Mstep: Class 24 contains 5575 members 
Mstep: Class 25 contains 3906 members 
Mstep: Class 26 contains 11709 members 
Mstep: Class 27 contains 2866 members 
Mstep: Class 28 contains 9783 members 
Mstep: Class 29 contains 26522 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 14743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50329468.000000 Penalty: 19305.699219
Iteration 49Q: 31 clusters Score -5.032947e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 20509 members 
Mstep: Class 3 contains 5252 members 
Mstep: Class 4 contains 442511 members 
Mstep: Class 5 contains 24557 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 13755 members 
Mstep: Class 9 contains 6714 members 
Mstep: Class 10 contains 6238 members 
Mstep: Class 11 contains 8009 members 
Mstep: Class 12 contains 570184 members 
Mstep: Class 13 contains 7758 members 
Mstep: Class 14 contains 155235 members 
Mstep: Class 15 contains 1534 members 
Mstep: Class 16 contains 789 members 
Mstep: Class 17 contains 12685 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 1630 members 
Mstep: Class 21 contains 4663 members 
Mstep: Class 22 contains 13739 members 
Mstep: Class 23 contains 6330 members 
Mstep: Class 24 contains 5627 members 
Mstep: Class 25 contains 3930 members 
Mstep: Class 26 contains 11869 members 
Mstep: Class 27 contains 2948 members 
Mstep: Class 28 contains 9450 members 
Mstep: Class 29 contains 26524 members 
Mstep: Class 30 contains 1709 members 
Mstep: Class 31 contains 14762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50330100.000000 Penalty: 19305.699219
Iteration 50Q: 31 clusters Score -5.03301e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 20681 members 
Mstep: Class 3 contains 5332 members 
Mstep: Class 4 contains 444611 members 
Mstep: Class 5 contains 24447 members 
Mstep: Class 6 contains 4780 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 13772 members 
Mstep: Class 9 contains 6787 members 
Mstep: Class 10 contains 6270 members 
Mstep: Class 11 contains 8045 members 
Mstep: Class 12 contains 569624 members 
Mstep: Class 13 contains 7781 members 
Mstep: Class 14 contains 153454 members 
Mstep: Class 15 contains 1540 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 12712 members 
Mstep: Class 18 contains 1085 members 
Mstep: Class 19 contains 2406 members 
Mstep: Class 20 contains 1652 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 13785 members 
Mstep: Class 23 contains 6459 members 
Mstep: Class 24 contains 5684 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 12043 members 
Mstep: Class 27 contains 3015 members 
Mstep: Class 28 contains 9174 members 
Mstep: Class 29 contains 26557 members 
Mstep: Class 30 contains 1723 members 
Mstep: Class 31 contains 14763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50330804.000000 Penalty: 19305.699219
Iteration 51Q: 31 clusters Score -5.03308e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 20812 members 
Mstep: Class 3 contains 5414 members 
Mstep: Class 4 contains 446601 members 
Mstep: Class 5 contains 24364 members 
Mstep: Class 6 contains 4855 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 13795 members 
Mstep: Class 9 contains 6849 members 
Mstep: Class 10 contains 6284 members 
Mstep: Class 11 contains 8089 members 
Mstep: Class 12 contains 569148 members 
Mstep: Class 13 contains 7799 members 
Mstep: Class 14 contains 151732 members 
Mstep: Class 15 contains 1546 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 12731 members 
Mstep: Class 18 contains 1077 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 1662 members 
Mstep: Class 21 contains 3881 members 
Mstep: Class 22 contains 13832 members 
Mstep: Class 23 contains 6564 members 
Mstep: Class 24 contains 5739 members 
Mstep: Class 25 contains 3973 members 
Mstep: Class 26 contains 12181 members 
Mstep: Class 27 contains 3089 members 
Mstep: Class 28 contains 8913 members 
Mstep: Class 29 contains 26548 members 
Mstep: Class 30 contains 1736 members 
Mstep: Class 31 contains 14798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50331300.000000 Penalty: 19305.699219
Iteration 52Q: 31 clusters Score -5.03313e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 20929 members 
Mstep: Class 3 contains 5482 members 
Mstep: Class 4 contains 448543 members 
Mstep: Class 5 contains 24276 members 
Mstep: Class 6 contains 4932 members 
Mstep: Class 7 contains 700 members 
Mstep: Class 8 contains 13843 members 
Mstep: Class 9 contains 6912 members 
Mstep: Class 10 contains 6280 members 
Mstep: Class 11 contains 8127 members 
Mstep: Class 12 contains 568718 members 
Mstep: Class 13 contains 7819 members 
Mstep: Class 14 contains 150027 members 
Mstep: Class 15 contains 1554 members 
Mstep: Class 16 contains 812 members 
Mstep: Class 17 contains 12766 members 
Mstep: Class 18 contains 1079 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 20 contains 1671 members 
Mstep: Class 21 contains 3591 members 
Mstep: Class 22 contains 13859 members 
Mstep: Class 23 contains 6656 members 
Mstep: Class 24 contains 5779 members 
Mstep: Class 25 contains 3988 members 
Mstep: Class 26 contains 12288 members 
Mstep: Class 27 contains 3156 members 
Mstep: Class 28 contains 8677 members 
Mstep: Class 29 contains 26531 members 
Mstep: Class 30 contains 1747 members 
Mstep: Class 31 contains 14810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50331708.000000 Penalty: 19305.699219
Iteration 53Q: 31 clusters Score -5.033171e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 21026 members 
Mstep: Class 3 contains 5564 members 
Mstep: Class 4 contains 450404 members 
Mstep: Class 5 contains 24210 members 
Mstep: Class 6 contains 4984 members 
Mstep: Class 7 contains 668 members 
Mstep: Class 8 contains 13877 members 
Mstep: Class 9 contains 6957 members 
Mstep: Class 10 contains 6254 members 
Mstep: Class 11 contains 8158 members 
Mstep: Class 12 contains 568336 members 
Mstep: Class 13 contains 7845 members 
Mstep: Class 14 contains 148321 members 
Mstep: Class 15 contains 1566 members 
Mstep: Class 16 contains 820 members 
Mstep: Class 17 contains 12811 members 
Mstep: Class 18 contains 1075 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 20 contains 1686 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 13904 members 
Mstep: Class 23 contains 6744 members 
Mstep: Class 24 contains 5830 members 
Mstep: Class 25 contains 4003 members 
Mstep: Class 26 contains 12373 members 
Mstep: Class 27 contains 3229 members 
Mstep: Class 28 contains 8490 members 
Mstep: Class 29 contains 26501 members 
Mstep: Class 30 contains 1753 members 
Mstep: Class 31 contains 14817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50332140.000000 Penalty: 19305.699219
Iteration 54Q: 31 clusters Score -5.033214e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 21111 members 
Mstep: Class 3 contains 5632 members 
Mstep: Class 4 contains 452134 members 
Mstep: Class 5 contains 24147 members 
Mstep: Class 6 contains 5021 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 13912 members 
Mstep: Class 9 contains 6987 members 
Mstep: Class 10 contains 6228 members 
Mstep: Class 11 contains 8176 members 
Mstep: Class 12 contains 567982 members 
Mstep: Class 13 contains 7866 members 
Mstep: Class 14 contains 146728 members 
Mstep: Class 15 contains 1572 members 
Mstep: Class 16 contains 828 members 
Mstep: Class 17 contains 12877 members 
Mstep: Class 18 contains 1076 members 
Mstep: Class 19 contains 2397 members 
Mstep: Class 20 contains 1697 members 
Mstep: Class 21 contains 3129 members 
Mstep: Class 22 contains 13949 members 
Mstep: Class 23 contains 6822 members 
Mstep: Class 24 contains 5875 members 
Mstep: Class 25 contains 4013 members 
Mstep: Class 26 contains 12441 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 8322 members 
Mstep: Class 29 contains 26497 members 
Mstep: Class 30 contains 1758 members 
Mstep: Class 31 contains 14826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50332412.000000 Penalty: 19305.699219
Iteration 55Q: 31 clusters Score -5.033241e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 21186 members 
Mstep: Class 3 contains 5688 members 
Mstep: Class 4 contains 453870 members 
Mstep: Class 5 contains 24090 members 
Mstep: Class 6 contains 5037 members 
Mstep: Class 7 contains 635 members 
Mstep: Class 8 contains 13935 members 
Mstep: Class 9 contains 7007 members 
Mstep: Class 10 contains 6211 members 
Mstep: Class 11 contains 8210 members 
Mstep: Class 12 contains 567651 members 
Mstep: Class 13 contains 7882 members 
Mstep: Class 14 contains 145142 members 
Mstep: Class 15 contains 1576 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 12932 members 
Mstep: Class 18 contains 1083 members 
Mstep: Class 19 contains 2403 members 
Mstep: Class 20 contains 1701 members 
Mstep: Class 21 contains 2920 members 
Mstep: Class 22 contains 14005 members 
Mstep: Class 23 contains 6874 members 
Mstep: Class 24 contains 5918 members 
Mstep: Class 25 contains 4022 members 
Mstep: Class 26 contains 12503 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 8178 members 
Mstep: Class 29 contains 26524 members 
Mstep: Class 30 contains 1759 members 
Mstep: Class 31 contains 14835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50332548.000000 Penalty: 19305.699219
Iteration 56Q: 31 clusters Score -5.033255e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 21249 members 
Mstep: Class 3 contains 5737 members 
Mstep: Class 4 contains 455601 members 
Mstep: Class 5 contains 24041 members 
Mstep: Class 6 contains 5036 members 
Mstep: Class 7 contains 612 members 
Mstep: Class 8 contains 13958 members 
Mstep: Class 9 contains 7026 members 
Mstep: Class 10 contains 6193 members 
Mstep: Class 11 contains 8231 members 
Mstep: Class 12 contains 567378 members 
Mstep: Class 13 contains 7892 members 
Mstep: Class 14 contains 143561 members 
Mstep: Class 15 contains 1587 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 12994 members 
Mstep: Class 18 contains 1085 members 
Mstep: Class 19 contains 2408 members 
Mstep: Class 20 contains 1710 members 
Mstep: Class 21 contains 2733 members 
Mstep: Class 22 contains 14035 members 
Mstep: Class 23 contains 6937 members 
Mstep: Class 24 contains 5964 members 
Mstep: Class 25 contains 4030 members 
Mstep: Class 26 contains 12537 members 
Mstep: Class 27 contains 3353 members 
Mstep: Class 28 contains 8058 members 
Mstep: Class 29 contains 26553 members 
Mstep: Class 30 contains 1761 members 
Mstep: Class 31 contains 14838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50332948.000000 Penalty: 19305.699219
Iteration 57Q: 31 clusters Score -5.033295e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 21307 members 
Mstep: Class 3 contains 5782 members 
Mstep: Class 4 contains 457360 members 
Mstep: Class 5 contains 24010 members 
Mstep: Class 6 contains 5034 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 13971 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 6170 members 
Mstep: Class 11 contains 8253 members 
Mstep: Class 12 contains 567153 members 
Mstep: Class 13 contains 7897 members 
Mstep: Class 14 contains 141956 members 
Mstep: Class 15 contains 1599 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 13051 members 
Mstep: Class 18 contains 1078 members 
Mstep: Class 19 contains 2401 members 
Mstep: Class 20 contains 1713 members 
Mstep: Class 21 contains 2538 members 
Mstep: Class 22 contains 14073 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 6004 members 
Mstep: Class 25 contains 4042 members 
Mstep: Class 26 contains 12552 members 
Mstep: Class 27 contains 3373 members 
Mstep: Class 28 contains 7959 members 
Mstep: Class 29 contains 26585 members 
Mstep: Class 30 contains 1764 members 
Mstep: Class 31 contains 14829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50333168.000000 Penalty: 19305.699219
Iteration 58Q: 31 clusters Score -5.033317e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 21355 members 
Mstep: Class 3 contains 5824 members 
Mstep: Class 4 contains 459087 members 
Mstep: Class 5 contains 23982 members 
Mstep: Class 6 contains 5022 members 
Mstep: Class 7 contains 580 members 
Mstep: Class 8 contains 13980 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 6125 members 
Mstep: Class 11 contains 8287 members 
Mstep: Class 12 contains 566977 members 
Mstep: Class 13 contains 7904 members 
Mstep: Class 14 contains 140355 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 13117 members 
Mstep: Class 18 contains 1080 members 
Mstep: Class 19 contains 2396 members 
Mstep: Class 20 contains 1718 members 
Mstep: Class 21 contains 2367 members 
Mstep: Class 22 contains 14104 members 
Mstep: Class 23 contains 7053 members 
Mstep: Class 24 contains 6035 members 
Mstep: Class 25 contains 4043 members 
Mstep: Class 26 contains 12566 members 
Mstep: Class 27 contains 3388 members 
Mstep: Class 28 contains 7882 members 
Mstep: Class 29 contains 26607 members 
Mstep: Class 30 contains 1766 members 
Mstep: Class 31 contains 14819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50333164.000000 Penalty: 19305.699219
Iteration 59Q: 31 clusters Score -5.033316e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 21390 members 
Mstep: Class 3 contains 5863 members 
Mstep: Class 4 contains 460796 members 
Mstep: Class 5 contains 23963 members 
Mstep: Class 6 contains 5002 members 
Mstep: Class 7 contains 571 members 
Mstep: Class 8 contains 13982 members 
Mstep: Class 9 contains 7077 members 
Mstep: Class 10 contains 6079 members 
Mstep: Class 11 contains 8319 members 
Mstep: Class 12 contains 566846 members 
Mstep: Class 13 contains 7910 members 
Mstep: Class 14 contains 138781 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 855 members 
Mstep: Class 17 contains 13168 members 
Mstep: Class 18 contains 1080 members 
Mstep: Class 19 contains 2395 members 
Mstep: Class 20 contains 1721 members 
Mstep: Class 21 contains 2194 members 
Mstep: Class 22 contains 14119 members 
Mstep: Class 23 contains 7100 members 
Mstep: Class 24 contains 6071 members 
Mstep: Class 25 contains 4046 members 
Mstep: Class 26 contains 12582 members 
Mstep: Class 27 contains 3395 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 26625 members 
Mstep: Class 30 contains 1768 members 
Mstep: Class 31 contains 14809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50333752.000000 Penalty: 19305.699219
Iteration 60F: 31 clusters Score -5.033375e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 21417 members 
Mstep: Class 3 contains 5898 members 
Mstep: Class 4 contains 462440 members 
Mstep: Class 5 contains 23952 members 
Mstep: Class 6 contains 5005 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 13945 members 
Mstep: Class 9 contains 7090 members 
Mstep: Class 10 contains 6147 members 
Mstep: Class 11 contains 8346 members 
Mstep: Class 12 contains 566622 members 
Mstep: Class 13 contains 7914 members 
Mstep: Class 14 contains 137246 members 
Mstep: Class 15 contains 1640 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 13211 members 
Mstep: Class 18 contains 1081 members 
Mstep: Class 19 contains 2403 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 2015 members 
Mstep: Class 22 contains 14120 members 
Mstep: Class 23 contains 7260 members 
Mstep: Class 24 contains 6105 members 
Mstep: Class 25 contains 4047 members 
Mstep: Class 26 contains 12590 members 
Mstep: Class 27 contains 3444 members 
Mstep: Class 28 contains 7718 members 
Mstep: Class 29 contains 26611 members 
Mstep: Class 30 contains 1770 members 
Mstep: Class 31 contains 14779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 633.918701 but Gain 643.523438
Score: -50333988.000000 Penalty: 18662.175781
Iteration 61Q: 30 clusters Score -5.033399e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 21422 members 
Mstep: Class 3 contains 5944 members 
Mstep: Class 4 contains 464441 members 
Mstep: Class 5 contains 23930 members 
Mstep: Class 6 contains 5012 members 
Mstep: Class 8 contains 13915 members 
Mstep: Class 9 contains 7109 members 
Mstep: Class 10 contains 6226 members 
Mstep: Class 11 contains 8368 members 
Mstep: Class 12 contains 566420 members 
Mstep: Class 13 contains 7916 members 
Mstep: Class 14 contains 135843 members 
Mstep: Class 15 contains 1648 members 
Mstep: Class 16 contains 862 members 
Mstep: Class 17 contains 13257 members 
Mstep: Class 18 contains 1078 members 
Mstep: Class 19 contains 2409 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 1883 members 
Mstep: Class 22 contains 14122 members 
Mstep: Class 23 contains 7382 members 
Mstep: Class 24 contains 6143 members 
Mstep: Class 25 contains 4050 members 
Mstep: Class 26 contains 12593 members 
Mstep: Class 27 contains 3485 members 
Mstep: Class 28 contains 7633 members 
Mstep: Class 29 contains 26593 members 
Mstep: Class 30 contains 1771 members 
Mstep: Class 31 contains 14771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50334644.000000 Penalty: 18662.175781
Iteration 62Q: 30 clusters Score -5.033464e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 21436 members 
Mstep: Class 3 contains 5988 members 
Mstep: Class 4 contains 465847 members 
Mstep: Class 5 contains 23919 members 
Mstep: Class 6 contains 5003 members 
Mstep: Class 8 contains 13905 members 
Mstep: Class 9 contains 7138 members 
Mstep: Class 10 contains 6244 members 
Mstep: Class 11 contains 8398 members 
Mstep: Class 12 contains 566231 members 
Mstep: Class 13 contains 7921 members 
Mstep: Class 14 contains 134447 members 
Mstep: Class 15 contains 1654 members 
Mstep: Class 16 contains 865 members 
Mstep: Class 17 contains 13320 members 
Mstep: Class 18 contains 1078 members 
Mstep: Class 19 contains 2417 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 1748 members 
Mstep: Class 22 contains 14132 members 
Mstep: Class 23 contains 7482 members 
Mstep: Class 24 contains 6187 members 
Mstep: Class 25 contains 4052 members 
Mstep: Class 26 contains 12600 members 
Mstep: Class 27 contains 3544 members 
Mstep: Class 28 contains 7563 members 
Mstep: Class 29 contains 26567 members 
Mstep: Class 30 contains 1775 members 
Mstep: Class 31 contains 14765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50334672.000000 Penalty: 18662.175781
Iteration 63Q: 30 clusters Score -5.033467e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 21449 members 
Mstep: Class 3 contains 6042 members 
Mstep: Class 4 contains 467212 members 
Mstep: Class 5 contains 23900 members 
Mstep: Class 6 contains 5002 members 
Mstep: Class 8 contains 13886 members 
Mstep: Class 9 contains 7158 members 
Mstep: Class 10 contains 6235 members 
Mstep: Class 11 contains 8422 members 
Mstep: Class 12 contains 566055 members 
Mstep: Class 13 contains 7927 members 
Mstep: Class 14 contains 133134 members 
Mstep: Class 15 contains 1663 members 
Mstep: Class 16 contains 869 members 
Mstep: Class 17 contains 13382 members 
Mstep: Class 18 contains 1078 members 
Mstep: Class 19 contains 2425 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 14134 members 
Mstep: Class 23 contains 7580 members 
Mstep: Class 24 contains 6235 members 
Mstep: Class 25 contains 4052 members 
Mstep: Class 26 contains 12600 members 
Mstep: Class 27 contains 3598 members 
Mstep: Class 28 contains 7492 members 
Mstep: Class 29 contains 26544 members 
Mstep: Class 30 contains 1777 members 
Mstep: Class 31 contains 14746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50334760.000000 Penalty: 18662.175781
Iteration 64Q: 30 clusters Score -5.033476e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 21450 members 
Mstep: Class 3 contains 6094 members 
Mstep: Class 4 contains 468526 members 
Mstep: Class 5 contains 23898 members 
Mstep: Class 6 contains 5007 members 
Mstep: Class 8 contains 13881 members 
Mstep: Class 9 contains 7167 members 
Mstep: Class 10 contains 6211 members 
Mstep: Class 11 contains 8435 members 
Mstep: Class 12 contains 565931 members 
Mstep: Class 13 contains 7931 members 
Mstep: Class 14 contains 131857 members 
Mstep: Class 15 contains 1676 members 
Mstep: Class 16 contains 872 members 
Mstep: Class 17 contains 13444 members 
Mstep: Class 18 contains 1080 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 1721 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 14158 members 
Mstep: Class 23 contains 7665 members 
Mstep: Class 24 contains 6278 members 
Mstep: Class 25 contains 4053 members 
Mstep: Class 26 contains 12597 members 
Mstep: Class 27 contains 3637 members 
Mstep: Class 28 contains 7421 members 
Mstep: Class 29 contains 26522 members 
Mstep: Class 30 contains 1778 members 
Mstep: Class 31 contains 14718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50334604.000000 Penalty: 18662.175781
Iteration 65Q: 30 clusters Score -5.03346e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 21464 members 
Mstep: Class 3 contains 6154 members 
Mstep: Class 4 contains 469767 members 
Mstep: Class 5 contains 23899 members 
Mstep: Class 6 contains 5014 members 
Mstep: Class 8 contains 13872 members 
Mstep: Class 9 contains 7176 members 
Mstep: Class 10 contains 6182 members 
Mstep: Class 11 contains 8455 members 
Mstep: Class 12 contains 565796 members 
Mstep: Class 13 contains 7942 members 
Mstep: Class 14 contains 130652 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 877 members 
Mstep: Class 17 contains 13498 members 
Mstep: Class 18 contains 1082 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 1725 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 14172 members 
Mstep: Class 23 contains 7726 members 
Mstep: Class 24 contains 6310 members 
Mstep: Class 25 contains 4054 members 
Mstep: Class 26 contains 12603 members 
Mstep: Class 27 contains 3687 members 
Mstep: Class 28 contains 7347 members 
Mstep: Class 29 contains 26492 members 
Mstep: Class 30 contains 1780 members 
Mstep: Class 31 contains 14702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50334716.000000 Penalty: 18662.175781
Iteration 66Q: 30 clusters Score -5.033472e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 21497 members 
Mstep: Class 3 contains 6210 members 
Mstep: Class 4 contains 471013 members 
Mstep: Class 5 contains 23886 members 
Mstep: Class 6 contains 5015 members 
Mstep: Class 8 contains 13861 members 
Mstep: Class 9 contains 7189 members 
Mstep: Class 10 contains 6142 members 
Mstep: Class 11 contains 8478 members 
Mstep: Class 12 contains 565678 members 
Mstep: Class 13 contains 7948 members 
Mstep: Class 14 contains 129484 members 
Mstep: Class 15 contains 1698 members 
Mstep: Class 16 contains 881 members 
Mstep: Class 17 contains 13552 members 
Mstep: Class 18 contains 1084 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 1730 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 14173 members 
Mstep: Class 23 contains 7775 members 
Mstep: Class 24 contains 6342 members 
Mstep: Class 25 contains 4056 members 
Mstep: Class 26 contains 12610 members 
Mstep: Class 27 contains 3740 members 
Mstep: Class 28 contains 7281 members 
Mstep: Class 29 contains 26454 members 
Mstep: Class 30 contains 1782 members 
Mstep: Class 31 contains 14676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50334708.000000 Penalty: 18662.175781
Iteration 67Q: 30 clusters Score -5.033471e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 21519 members 
Mstep: Class 3 contains 6278 members 
Mstep: Class 4 contains 472186 members 
Mstep: Class 5 contains 23869 members 
Mstep: Class 6 contains 5019 members 
Mstep: Class 8 contains 13847 members 
Mstep: Class 9 contains 7205 members 
Mstep: Class 10 contains 6101 members 
Mstep: Class 11 contains 8491 members 
Mstep: Class 12 contains 565555 members 
Mstep: Class 13 contains 7956 members 
Mstep: Class 14 contains 128409 members 
Mstep: Class 15 contains 1698 members 
Mstep: Class 16 contains 889 members 
Mstep: Class 17 contains 13588 members 
Mstep: Class 18 contains 1086 members 
Mstep: Class 19 contains 2430 members 
Mstep: Class 20 contains 1733 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 14165 members 
Mstep: Class 23 contains 7819 members 
Mstep: Class 24 contains 6379 members 
Mstep: Class 25 contains 4054 members 
Mstep: Class 26 contains 12618 members 
Mstep: Class 27 contains 3800 members 
Mstep: Class 28 contains 7217 members 
Mstep: Class 29 contains 26423 members 
Mstep: Class 30 contains 1785 members 
Mstep: Class 31 contains 14663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50334908.000000 Penalty: 18662.175781
Iteration 68Q: 30 clusters Score -5.033491e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 21553 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 473316 members 
Mstep: Class 5 contains 23861 members 
Mstep: Class 6 contains 5026 members 
Mstep: Class 8 contains 13829 members 
Mstep: Class 9 contains 7226 members 
Mstep: Class 10 contains 6064 members 
Mstep: Class 11 contains 8503 members 
Mstep: Class 12 contains 565445 members 
Mstep: Class 13 contains 7963 members 
Mstep: Class 14 contains 127358 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 895 members 
Mstep: Class 17 contains 13605 members 
Mstep: Class 18 contains 1088 members 
Mstep: Class 19 contains 2435 members 
Mstep: Class 20 contains 1738 members 
Mstep: Class 21 contains 1067 members 
Mstep: Class 22 contains 14165 members 
Mstep: Class 23 contains 7847 members 
Mstep: Class 24 contains 6412 members 
Mstep: Class 25 contains 4055 members 
Mstep: Class 26 contains 12622 members 
Mstep: Class 27 contains 3863 members 
Mstep: Class 28 contains 7149 members 
Mstep: Class 29 contains 26379 members 
Mstep: Class 30 contains 1786 members 
Mstep: Class 31 contains 14656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50335076.000000 Penalty: 18662.175781
Iteration 69Q: 30 clusters Score -5.033508e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 21579 members 
Mstep: Class 3 contains 6401 members 
Mstep: Class 4 contains 474400 members 
Mstep: Class 5 contains 23855 members 
Mstep: Class 6 contains 5035 members 
Mstep: Class 8 contains 13827 members 
Mstep: Class 9 contains 7242 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 8517 members 
Mstep: Class 12 contains 565344 members 
Mstep: Class 13 contains 7971 members 
Mstep: Class 14 contains 126350 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 900 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 1089 members 
Mstep: Class 19 contains 2439 members 
Mstep: Class 20 contains 1745 members 
Mstep: Class 21 contains 982 members 
Mstep: Class 22 contains 14160 members 
Mstep: Class 23 contains 7860 members 
Mstep: Class 24 contains 6445 members 
Mstep: Class 25 contains 4058 members 
Mstep: Class 26 contains 12626 members 
Mstep: Class 27 contains 3922 members 
Mstep: Class 28 contains 7085 members 
Mstep: Class 29 contains 26335 members 
Mstep: Class 30 contains 1784 members 
Mstep: Class 31 contains 14641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50335316.000000 Penalty: 18662.175781
Iteration 70Q: 30 clusters Score -5.033532e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 21610 members 
Mstep: Class 3 contains 6461 members 
Mstep: Class 4 contains 475396 members 
Mstep: Class 5 contains 23859 members 
Mstep: Class 6 contains 5058 members 
Mstep: Class 8 contains 13821 members 
Mstep: Class 9 contains 7252 members 
Mstep: Class 10 contains 5971 members 
Mstep: Class 11 contains 8542 members 
Mstep: Class 12 contains 565292 members 
Mstep: Class 13 contains 7973 members 
Mstep: Class 14 contains 125370 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 901 members 
Mstep: Class 17 contains 13638 members 
Mstep: Class 18 contains 1087 members 
Mstep: Class 19 contains 2434 members 
Mstep: Class 20 contains 1751 members 
Mstep: Class 21 contains 922 members 
Mstep: Class 22 contains 14170 members 
Mstep: Class 23 contains 7875 members 
Mstep: Class 24 contains 6465 members 
Mstep: Class 25 contains 4062 members 
Mstep: Class 26 contains 12630 members 
Mstep: Class 27 contains 3983 members 
Mstep: Class 28 contains 7027 members 
Mstep: Class 29 contains 26279 members 
Mstep: Class 30 contains 1784 members 
Mstep: Class 31 contains 14631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50335204.000000 Penalty: 18662.175781
Iteration 71Q: 30 clusters Score -5.03352e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 21637 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 476340 members 
Mstep: Class 5 contains 23863 members 
Mstep: Class 6 contains 5065 members 
Mstep: Class 8 contains 13819 members 
Mstep: Class 9 contains 7262 members 
Mstep: Class 10 contains 5916 members 
Mstep: Class 11 contains 8551 members 
Mstep: Class 12 contains 565244 members 
Mstep: Class 13 contains 7970 members 
Mstep: Class 14 contains 124439 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 904 members 
Mstep: Class 17 contains 13662 members 
Mstep: Class 18 contains 1084 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 1751 members 
Mstep: Class 21 contains 869 members 
Mstep: Class 22 contains 14175 members 
Mstep: Class 23 contains 7891 members 
Mstep: Class 24 contains 6491 members 
Mstep: Class 25 contains 4068 members 
Mstep: Class 26 contains 12633 members 
Mstep: Class 27 contains 4038 members 
Mstep: Class 28 contains 6984 members 
Mstep: Class 29 contains 26217 members 
Mstep: Class 30 contains 1785 members 
Mstep: Class 31 contains 14617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50335340.000000 Penalty: 18662.175781
Iteration 72Q: 30 clusters Score -5.033534e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 21652 members 
Mstep: Class 3 contains 6613 members 
Mstep: Class 4 contains 477221 members 
Mstep: Class 5 contains 23866 members 
Mstep: Class 6 contains 5060 members 
Mstep: Class 8 contains 13814 members 
Mstep: Class 9 contains 7277 members 
Mstep: Class 10 contains 5862 members 
Mstep: Class 11 contains 8560 members 
Mstep: Class 12 contains 565214 members 
Mstep: Class 13 contains 7966 members 
Mstep: Class 14 contains 123574 members 
Mstep: Class 15 contains 1708 members 
Mstep: Class 16 contains 909 members 
Mstep: Class 17 contains 13671 members 
Mstep: Class 18 contains 1079 members 
Mstep: Class 19 contains 2433 members 
Mstep: Class 20 contains 1752 members 
Mstep: Class 21 contains 827 members 
Mstep: Class 22 contains 14171 members 
Mstep: Class 23 contains 7917 members 
Mstep: Class 24 contains 6523 members 
Mstep: Class 25 contains 4072 members 
Mstep: Class 26 contains 12640 members 
Mstep: Class 27 contains 4083 members 
Mstep: Class 28 contains 6949 members 
Mstep: Class 29 contains 26150 members 
Mstep: Class 30 contains 1786 members 
Mstep: Class 31 contains 14598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50335428.000000 Penalty: 18662.175781
Iteration 73Q: 30 clusters Score -5.033543e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 21672 members 
Mstep: Class 3 contains 6670 members 
Mstep: Class 4 contains 478017 members 
Mstep: Class 5 contains 23868 members 
Mstep: Class 6 contains 5058 members 
Mstep: Class 8 contains 13816 members 
Mstep: Class 9 contains 7279 members 
Mstep: Class 10 contains 5820 members 
Mstep: Class 11 contains 8569 members 
Mstep: Class 12 contains 565213 members 
Mstep: Class 13 contains 7967 members 
Mstep: Class 14 contains 122785 members 
Mstep: Class 15 contains 1711 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 13677 members 
Mstep: Class 18 contains 1077 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 1756 members 
Mstep: Class 21 contains 782 members 
Mstep: Class 22 contains 14178 members 
Mstep: Class 23 contains 7944 members 
Mstep: Class 24 contains 6550 members 
Mstep: Class 25 contains 4076 members 
Mstep: Class 26 contains 12645 members 
Mstep: Class 27 contains 4128 members 
Mstep: Class 28 contains 6919 members 
Mstep: Class 29 contains 26069 members 
Mstep: Class 30 contains 1786 members 
Mstep: Class 31 contains 14574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50335272.000000 Penalty: 18662.175781
Iteration 74Q: 30 clusters Score -5.033527e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 21699 members 
Mstep: Class 3 contains 6720 members 
Mstep: Class 4 contains 478822 members 
Mstep: Class 5 contains 23864 members 
Mstep: Class 6 contains 5056 members 
Mstep: Class 8 contains 13800 members 
Mstep: Class 9 contains 7274 members 
Mstep: Class 10 contains 5798 members 
Mstep: Class 11 contains 8574 members 
Mstep: Class 12 contains 565193 members 
Mstep: Class 13 contains 7968 members 
Mstep: Class 14 contains 122000 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 921 members 
Mstep: Class 17 contains 13694 members 
Mstep: Class 18 contains 1083 members 
Mstep: Class 19 contains 2425 members 
Mstep: Class 20 contains 1756 members 
Mstep: Class 21 contains 753 members 
Mstep: Class 22 contains 14184 members 
Mstep: Class 23 contains 7974 members 
Mstep: Class 24 contains 6583 members 
Mstep: Class 25 contains 4078 members 
Mstep: Class 26 contains 12645 members 
Mstep: Class 27 contains 4157 members 
Mstep: Class 28 contains 6883 members 
Mstep: Class 29 contains 25990 members 
Mstep: Class 30 contains 1787 members 
Mstep: Class 31 contains 14554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50335440.000000 Penalty: 18662.175781
Iteration 75Q: 30 clusters Score -5.033544e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 21724 members 
Mstep: Class 3 contains 6778 members 
Mstep: Class 4 contains 479510 members 
Mstep: Class 5 contains 23852 members 
Mstep: Class 6 contains 5043 members 
Mstep: Class 8 contains 13782 members 
Mstep: Class 9 contains 7277 members 
Mstep: Class 10 contains 5737 members 
Mstep: Class 11 contains 8575 members 
Mstep: Class 12 contains 565204 members 
Mstep: Class 13 contains 7969 members 
Mstep: Class 14 contains 121335 members 
Mstep: Class 15 contains 1713 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 13718 members 
Mstep: Class 18 contains 1086 members 
Mstep: Class 19 contains 2423 members 
Mstep: Class 20 contains 1752 members 
Mstep: Class 21 contains 727 members 
Mstep: Class 22 contains 14191 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 6621 members 
Mstep: Class 25 contains 4081 members 
Mstep: Class 26 contains 12650 members 
Mstep: Class 27 contains 4173 members 
Mstep: Class 28 contains 6855 members 
Mstep: Class 29 contains 25922 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 14532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50335664.000000 Penalty: 18662.175781
Iteration 76Q: 30 clusters Score -5.033566e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 21740 members 
Mstep: Class 3 contains 6836 members 
Mstep: Class 4 contains 480192 members 
Mstep: Class 5 contains 23846 members 
Mstep: Class 6 contains 5037 members 
Mstep: Class 8 contains 13765 members 
Mstep: Class 9 contains 7278 members 
Mstep: Class 10 contains 5692 members 
Mstep: Class 11 contains 8581 members 
Mstep: Class 12 contains 565183 members 
Mstep: Class 13 contains 7975 members 
Mstep: Class 14 contains 120645 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 938 members 
Mstep: Class 17 contains 13741 members 
Mstep: Class 18 contains 1090 members 
Mstep: Class 19 contains 2421 members 
Mstep: Class 20 contains 1752 members 
Mstep: Class 21 contains 711 members 
Mstep: Class 22 contains 14196 members 
Mstep: Class 23 contains 8012 members 
Mstep: Class 24 contains 6654 members 
Mstep: Class 25 contains 4080 members 
Mstep: Class 26 contains 12659 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 6836 members 
Mstep: Class 29 contains 25874 members 
Mstep: Class 30 contains 1794 members 
Mstep: Class 31 contains 14515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50335744.000000 Penalty: 18662.175781
Iteration 77Q: 30 clusters Score -5.033574e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 21743 members 
Mstep: Class 3 contains 6903 members 
Mstep: Class 4 contains 480818 members 
Mstep: Class 5 contains 23844 members 
Mstep: Class 6 contains 5033 members 
Mstep: Class 8 contains 13753 members 
Mstep: Class 9 contains 7282 members 
Mstep: Class 10 contains 5656 members 
Mstep: Class 11 contains 8582 members 
Mstep: Class 12 contains 565172 members 
Mstep: Class 13 contains 7978 members 
Mstep: Class 14 contains 120022 members 
Mstep: Class 15 contains 1710 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 13743 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 2420 members 
Mstep: Class 20 contains 1753 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 14193 members 
Mstep: Class 23 contains 8033 members 
Mstep: Class 24 contains 6674 members 
Mstep: Class 25 contains 4079 members 
Mstep: Class 26 contains 12663 members 
Mstep: Class 27 contains 4200 members 
Mstep: Class 28 contains 6818 members 
Mstep: Class 29 contains 25840 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 14503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50335852.000000 Penalty: 18662.175781
Iteration 78Q: 30 clusters Score -5.033585e+07 nChanged 1013
Entering ConstructFrom: 
Score: -50335852.000000 Penalty: 18662.175781
Entering ConstructFrom: 
Trying to split cluster 2 (21748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Entering Unmasked Estep 
Score: -814712.875000 Penalty: 454.421112
	Iteration 0F: 2 clusters Score -814712.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -800185.062500 Penalty: 908.842224
	Iteration 0F: 3 clusters Score -800185.1 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -807072.375000 Penalty: 908.842224
	Iteration 1F: 3 clusters Score -807072.4 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -807954.187500 Penalty: 908.842224
	Iteration 2F: 3 clusters Score -807954.2 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -808971.875000 Penalty: 908.842224
	Iteration 3F: 3 clusters Score -808971.9 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -810141.312500 Penalty: 908.842224
	Iteration 4F: 3 clusters Score -810141.3 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -811295.937500 Penalty: 908.842224
	Iteration 5F: 3 clusters Score -811295.9 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -812355.562500 Penalty: 908.842224
	Iteration 6F: 3 clusters Score -812355.6 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -813179.750000 Penalty: 908.842224
	Iteration 7Q: 3 clusters Score -813179.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -813655.250000 Penalty: 908.842224
	Iteration 8Q: 3 clusters Score -813655.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -813939.062500 Penalty: 908.842224
	Iteration 9Q: 3 clusters Score -813939.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -814115.375000 Penalty: 908.842224
	Iteration 10Q: 3 clusters Score -814115.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -814195.500000 Penalty: 908.842224
	Iteration 11Q: 3 clusters Score -814195.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -814244.000000 Penalty: 908.842224
	Iteration 12Q: 3 clusters Score -814244 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -814284.625000 Penalty: 908.842224
	Iteration 13Q: 3 clusters Score -814284.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -814316.125000 Penalty: 908.842224
	Iteration 14Q: 3 clusters Score -814316.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -814330.937500 Penalty: 908.842224
	Iteration 15Q: 3 clusters Score -814330.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -814344.437500 Penalty: 908.842224
	Iteration 16Q: 3 clusters Score -814344.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -814354.687500 Penalty: 908.842224
	Iteration 17Q: 3 clusters Score -814354.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -814368.812500 Penalty: 908.842224
	Iteration 18Q: 3 clusters Score -814368.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -814380.312500 Penalty: 908.842224
	Iteration 19Q: 3 clusters Score -814380.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -814388.250000 Penalty: 908.842224
	Iteration 20F: 3 clusters Score -814388.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -814391.437500 Penalty: 908.842224
	Iteration 21Q: 3 clusters Score -814391.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -814395.437500 Penalty: 908.842224
	Iteration 22Q: 3 clusters Score -814395.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -814396.687500 Penalty: 908.842224
	Iteration 23Q: 3 clusters Score -814396.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -814396.500000 Penalty: 908.842224
	Iteration 24Q: 3 clusters Score -814396.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -814395.875000 Penalty: 908.842224
	Iteration 25Q: 3 clusters Score -814395.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -814396.000000 Penalty: 908.842224
	Iteration 26Q: 3 clusters Score -814396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -814396.000000 Penalty: 908.842224
	Iteration 27F: 3 clusters Score -814396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Entering Unmasked Estep 
Score: -255426.000000 Penalty: 402.705078
	Iteration 0F: 2 clusters Score -255426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -250802.953125 Penalty: 805.410156
	Iteration 0F: 3 clusters Score -250803 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -252902.468750 Penalty: 805.410156
	Iteration 1F: 3 clusters Score -252902.5 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -253332.484375 Penalty: 805.410156
	Iteration 2F: 3 clusters Score -253332.5 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -253689.468750 Penalty: 805.410156
	Iteration 3F: 3 clusters Score -253689.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -253951.984375 Penalty: 805.410156
	Iteration 4F: 3 clusters Score -253952 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -254201.765625 Penalty: 805.410156
	Iteration 5F: 3 clusters Score -254201.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -254424.578125 Penalty: 805.410156
	Iteration 6Q: 3 clusters Score -254424.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -254620.453125 Penalty: 805.410156
	Iteration 7Q: 3 clusters Score -254620.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -254790.531250 Penalty: 805.410156
	Iteration 8Q: 3 clusters Score -254790.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -254911.593750 Penalty: 805.410156
	Iteration 9Q: 3 clusters Score -254911.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -254992.843750 Penalty: 805.410156
	Iteration 10Q: 3 clusters Score -254992.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -255073.875000 Penalty: 805.410156
	Iteration 11Q: 3 clusters Score -255073.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -255150.093750 Penalty: 805.410156
	Iteration 12Q: 3 clusters Score -255150.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -255218.828125 Penalty: 805.410156
	Iteration 13Q: 3 clusters Score -255218.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -255267.500000 Penalty: 805.410156
	Iteration 14Q: 3 clusters Score -255267.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -255296.968750 Penalty: 805.410156
	Iteration 15Q: 3 clusters Score -255297 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -255317.687500 Penalty: 805.410156
	Iteration 16Q: 3 clusters Score -255317.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -255332.578125 Penalty: 805.410156
	Iteration 17Q: 3 clusters Score -255332.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -255346.437500 Penalty: 805.410156
	Iteration 18Q: 3 clusters Score -255346.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -255352.046875 Penalty: 805.410156
	Iteration 19Q: 3 clusters Score -255352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -255358.515625 Penalty: 805.410156
	Iteration 20F: 3 clusters Score -255358.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -255365.625000 Penalty: 805.410156
	Iteration 21Q: 3 clusters Score -255365.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -255371.125000 Penalty: 805.410156
	Iteration 22Q: 3 clusters Score -255371.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -255373.250000 Penalty: 805.410156
	Iteration 23Q: 3 clusters Score -255373.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -255374.437500 Penalty: 805.410156
	Iteration 24Q: 3 clusters Score -255374.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -255375.968750 Penalty: 805.410156
	Iteration 25Q: 3 clusters Score -255376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -255376.515625 Penalty: 805.410156
	Iteration 26Q: 3 clusters Score -255376.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -255376.890625 Penalty: 805.410156
	Iteration 27Q: 3 clusters Score -255376.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -255380.671875 Penalty: 805.410156
	Iteration 28Q: 3 clusters Score -255380.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -255382.796875 Penalty: 805.410156
	Iteration 29Q: 3 clusters Score -255382.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -255384.421875 Penalty: 805.410156
	Iteration 30Q: 3 clusters Score -255384.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -255385.328125 Penalty: 805.410156
	Iteration 31Q: 3 clusters Score -255385.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -255387.437500 Penalty: 805.410156
	Iteration 32Q: 3 clusters Score -255387.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -255388.046875 Penalty: 805.410156
	Iteration 33Q: 3 clusters Score -255388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -255388.328125 Penalty: 805.410156
	Iteration 34Q: 3 clusters Score -255388.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -255388.609375 Penalty: 805.410156
	Iteration 35Q: 3 clusters Score -255388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -255388.953125 Penalty: 805.410156
	Iteration 36Q: 3 clusters Score -255389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -255388.609375 Penalty: 805.410156
	Iteration 37Q: 3 clusters Score -255388.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -255389.109375 Penalty: 805.410156
	Iteration 38Q: 3 clusters Score -255389.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -255389.265625 Penalty: 805.410156
	Iteration 39Q: 3 clusters Score -255389.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -255390.031250 Penalty: 805.410156
	Iteration 40F: 3 clusters Score -255390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -255390.796875 Penalty: 805.410156
	Iteration 41Q: 3 clusters Score -255390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -255391.093750 Penalty: 805.410156
	Iteration 42Q: 3 clusters Score -255391.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -255391.093750 Penalty: 805.410156
	Iteration 43F: 3 clusters Score -255391.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (481388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481388 members 
Entering Unmasked Estep 
Score: -18428098.000000 Penalty: 595.341492
	Iteration 0F: 2 clusters Score -1.84281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240889 members 
Mstep: Class 2 contains 240499 members 
Entering Unmasked Estep 
Score: -18105386.000000 Penalty: 1190.682983
	Iteration 0F: 3 clusters Score -1.810539e+07 nChanged 238125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248394 members 
Mstep: Class 2 contains 232994 members 
Entering Unmasked Estep 
Score: -18259104.000000 Penalty: 1190.682983
	Iteration 1F: 3 clusters Score -1.82591e+07 nChanged 19772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255154 members 
Mstep: Class 2 contains 226234 members 
Entering Unmasked Estep 
Score: -18268504.000000 Penalty: 1190.682983
	Iteration 2Q: 3 clusters Score -1.82685e+07 nChanged 25278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265480 members 
Mstep: Class 2 contains 215908 members 
Entering Unmasked Estep 
Score: -18284644.000000 Penalty: 1190.682983
	Iteration 3F: 3 clusters Score -1.828464e+07 nChanged 31219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278803 members 
Mstep: Class 2 contains 202585 members 
Entering Unmasked Estep 
Score: -18309224.000000 Penalty: 1190.682983
	Iteration 4F: 3 clusters Score -1.830922e+07 nChanged 33229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291498 members 
Mstep: Class 2 contains 189890 members 
Entering Unmasked Estep 
Score: -18333196.000000 Penalty: 1190.682983
	Iteration 5F: 3 clusters Score -1.83332e+07 nChanged 26324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300994 members 
Mstep: Class 2 contains 180394 members 
Entering Unmasked Estep 
Score: -18344638.000000 Penalty: 1190.682983
	Iteration 6F: 3 clusters Score -1.834464e+07 nChanged 16105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309309 members 
Mstep: Class 2 contains 172079 members 
Entering Unmasked Estep 
Score: -18349010.000000 Penalty: 1190.682983
	Iteration 7Q: 3 clusters Score -1.834901e+07 nChanged 10520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317829 members 
Mstep: Class 2 contains 163559 members 
Entering Unmasked Estep 
Score: -18351842.000000 Penalty: 1190.682983
	Iteration 8Q: 3 clusters Score -1.835184e+07 nChanged 9447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326992 members 
Mstep: Class 2 contains 154396 members 
Entering Unmasked Estep 
Score: -18354518.000000 Penalty: 1190.682983
	Iteration 9Q: 3 clusters Score -1.835452e+07 nChanged 9939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336895 members 
Mstep: Class 2 contains 144493 members 
Entering Unmasked Estep 
Score: -18357518.000000 Penalty: 1190.682983
	Iteration 10Q: 3 clusters Score -1.835752e+07 nChanged 10398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347279 members 
Mstep: Class 2 contains 134109 members 
Entering Unmasked Estep 
Score: -18361100.000000 Penalty: 1190.682983
	Iteration 11Q: 3 clusters Score -1.83611e+07 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358057 members 
Mstep: Class 2 contains 123331 members 
Entering Unmasked Estep 
Score: -18365194.000000 Penalty: 1190.682983
	Iteration 12Q: 3 clusters Score -1.836519e+07 nChanged 11432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369489 members 
Mstep: Class 2 contains 111899 members 
Entering Unmasked Estep 
Score: -18369690.000000 Penalty: 1190.682983
	Iteration 13Q: 3 clusters Score -1.836969e+07 nChanged 12249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381738 members 
Mstep: Class 2 contains 99650 members 
Entering Unmasked Estep 
Score: -18374794.000000 Penalty: 1190.682983
	Iteration 14Q: 3 clusters Score -1.837479e+07 nChanged 13001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394739 members 
Mstep: Class 2 contains 86649 members 
Entering Unmasked Estep 
Score: -18380462.000000 Penalty: 1190.682983
	Iteration 15Q: 3 clusters Score -1.838046e+07 nChanged 13322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408061 members 
Mstep: Class 2 contains 73327 members 
Entering Unmasked Estep 
Score: -18387582.000000 Penalty: 1190.682983
	Iteration 16Q: 3 clusters Score -1.838758e+07 nChanged 13410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421471 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
Score: -18395100.000000 Penalty: 1190.682983
	Iteration 17Q: 3 clusters Score -1.83951e+07 nChanged 12540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434011 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -18402388.000000 Penalty: 1190.682983
	Iteration 18Q: 3 clusters Score -1.840239e+07 nChanged 11585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445596 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -18409402.000000 Penalty: 1190.682983
	Iteration 19Q: 3 clusters Score -1.84094e+07 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455126 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -18415340.000000 Penalty: 1190.682983
	Iteration 20F: 3 clusters Score -1.841534e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462615 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -18419748.000000 Penalty: 1190.682983
	Iteration 21Q: 3 clusters Score -1.841975e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467655 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -18422732.000000 Penalty: 1190.682983
	Iteration 22Q: 3 clusters Score -1.842273e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470945 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -18424808.000000 Penalty: 1190.682983
	Iteration 23Q: 3 clusters Score -1.842481e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473012 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -18426088.000000 Penalty: 1190.682983
	Iteration 24Q: 3 clusters Score -1.842609e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474264 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -18426946.000000 Penalty: 1190.682983
	Iteration 25Q: 3 clusters Score -1.842695e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475071 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -18427556.000000 Penalty: 1190.682983
	Iteration 26Q: 3 clusters Score -1.842756e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475609 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -18427858.000000 Penalty: 1190.682983
	Iteration 27Q: 3 clusters Score -1.842786e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475960 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -18428032.000000 Penalty: 1190.682983
	Iteration 28Q: 3 clusters Score -1.842803e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476199 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -18428182.000000 Penalty: 1190.682983
	Iteration 29Q: 3 clusters Score -1.842818e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476393 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -18428352.000000 Penalty: 1190.682983
	Iteration 30Q: 3 clusters Score -1.842835e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476541 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -18428418.000000 Penalty: 1190.682983
	Iteration 31Q: 3 clusters Score -1.842842e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476658 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -18428444.000000 Penalty: 1190.682983
	Iteration 32Q: 3 clusters Score -1.842844e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476747 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -18428446.000000 Penalty: 1190.682983
	Iteration 33Q: 3 clusters Score -1.842845e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476816 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -18428462.000000 Penalty: 1190.682983
	Iteration 34Q: 3 clusters Score -1.842846e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476879 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -18428472.000000 Penalty: 1190.682983
	Iteration 35Q: 3 clusters Score -1.842847e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476948 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -18428518.000000 Penalty: 1190.682983
	Iteration 36Q: 3 clusters Score -1.842852e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477009 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -18428530.000000 Penalty: 1190.682983
	Iteration 37Q: 3 clusters Score -1.842853e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477063 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -18428524.000000 Penalty: 1190.682983
	Iteration 38Q: 3 clusters Score -1.842852e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477106 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -18428522.000000 Penalty: 1190.682983
	Iteration 39Q: 3 clusters Score -1.842852e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477141 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -18428532.000000 Penalty: 1190.682983
	Iteration 40F: 3 clusters Score -1.842853e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477149 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -18428520.000000 Penalty: 1190.682983
	Iteration 41Q: 3 clusters Score -1.842852e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477164 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -18428514.000000 Penalty: 1190.682983
	Iteration 42Q: 3 clusters Score -1.842851e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477177 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -18428506.000000 Penalty: 1190.682983
	Iteration 43Q: 3 clusters Score -1.842851e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477180 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -18428500.000000 Penalty: 1190.682983
	Iteration 44Q: 3 clusters Score -1.84285e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477198 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -18428488.000000 Penalty: 1190.682983
	Iteration 45Q: 3 clusters Score -1.842849e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477211 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -18428496.000000 Penalty: 1190.682983
	Iteration 46Q: 3 clusters Score -1.84285e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477227 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -18428498.000000 Penalty: 1190.682983
	Iteration 47Q: 3 clusters Score -1.84285e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477243 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -18428508.000000 Penalty: 1190.682983
	Iteration 48Q: 3 clusters Score -1.842851e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477256 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -18428500.000000 Penalty: 1190.682983
	Iteration 49Q: 3 clusters Score -1.84285e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477269 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -18428490.000000 Penalty: 1190.682983
	Iteration 50Q: 3 clusters Score -1.842849e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477282 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -18428490.000000 Penalty: 1190.682983
	Iteration 51Q: 3 clusters Score -1.842849e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477290 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -18428496.000000 Penalty: 1190.682983
	Iteration 52Q: 3 clusters Score -1.84285e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477294 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -18428506.000000 Penalty: 1190.682983
	Iteration 53Q: 3 clusters Score -1.842851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477300 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -18428502.000000 Penalty: 1190.682983
	Iteration 54Q: 3 clusters Score -1.84285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477300 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -18428488.000000 Penalty: 1190.682983
	Iteration 55Q: 3 clusters Score -1.842849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477303 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -18428472.000000 Penalty: 1190.682983
	Iteration 56Q: 3 clusters Score -1.842847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477308 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -18428478.000000 Penalty: 1190.682983
	Iteration 57Q: 3 clusters Score -1.842848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477310 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -18428486.000000 Penalty: 1190.682983
	Iteration 58Q: 3 clusters Score -1.842849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477315 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -18428496.000000 Penalty: 1190.682983
	Iteration 59Q: 3 clusters Score -1.84285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477318 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -18428488.000000 Penalty: 1190.682983
	Iteration 60F: 3 clusters Score -1.842849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477321 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -18428490.000000 Penalty: 1190.682983
	Iteration 61Q: 3 clusters Score -1.842849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477325 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -18428486.000000 Penalty: 1190.682983
	Iteration 62Q: 3 clusters Score -1.842849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477328 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -18428488.000000 Penalty: 1190.682983
	Iteration 63Q: 3 clusters Score -1.842849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477330 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -18428482.000000 Penalty: 1190.682983
	Iteration 64Q: 3 clusters Score -1.842848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477332 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -18428488.000000 Penalty: 1190.682983
	Iteration 65Q: 3 clusters Score -1.842849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477334 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -18428482.000000 Penalty: 1190.682983
	Iteration 66Q: 3 clusters Score -1.842848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477337 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -18428484.000000 Penalty: 1190.682983
	Iteration 67Q: 3 clusters Score -1.842848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477338 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -18428490.000000 Penalty: 1190.682983
	Iteration 68Q: 3 clusters Score -1.842849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477340 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -18428496.000000 Penalty: 1190.682983
	Iteration 69Q: 3 clusters Score -1.84285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477345 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -18428494.000000 Penalty: 1190.682983
	Iteration 70Q: 3 clusters Score -1.842849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477348 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -18428502.000000 Penalty: 1190.682983
	Iteration 71Q: 3 clusters Score -1.84285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477353 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -18428496.000000 Penalty: 1190.682983
	Iteration 72Q: 3 clusters Score -1.84285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477358 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -18428492.000000 Penalty: 1190.682983
	Iteration 73Q: 3 clusters Score -1.842849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477362 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -18428498.000000 Penalty: 1190.682983
	Iteration 74Q: 3 clusters Score -1.84285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477365 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -18428492.000000 Penalty: 1190.682983
	Iteration 75Q: 3 clusters Score -1.842849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477367 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -18428494.000000 Penalty: 1190.682983
	Iteration 76Q: 3 clusters Score -1.842849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477367 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -18428494.000000 Penalty: 1190.682983
	Iteration 77F: 3 clusters Score -1.842849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 21748 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 477367 members 
Mstep: Class 5 contains 23849 members 
Mstep: Class 6 contains 5025 members 
Mstep: Class 8 contains 13747 members 
Mstep: Class 9 contains 7290 members 
Mstep: Class 10 contains 5609 members 
Mstep: Class 11 contains 8584 members 
Mstep: Class 12 contains 565145 members 
Mstep: Class 13 contains 7983 members 
Mstep: Class 14 contains 119461 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 13756 members 
Mstep: Class 18 contains 1093 members 
Mstep: Class 19 contains 2420 members 
Mstep: Class 20 contains 1755 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 14192 members 
Mstep: Class 23 contains 8043 members 
Mstep: Class 24 contains 6690 members 
Mstep: Class 25 contains 4079 members 
Mstep: Class 26 contains 12659 members 
Mstep: Class 27 contains 4208 members 
Mstep: Class 28 contains 6807 members 
Mstep: Class 29 contains 25807 members 
Mstep: Class 30 contains 1798 members 
Mstep: Class 31 contains 14476 members 
Entering Unmasked Estep 
Score: -50335864.000000 Penalty: 19305.699219
Splitting cluster 4 changes total score from -50335852.000000 to -50335864.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 5 (23849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Entering Unmasked Estep 
Score: -823816.562500 Penalty: 458.617126
	Iteration 0F: 2 clusters Score -823816.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -807910.625000 Penalty: 917.234253
	Iteration 0F: 3 clusters Score -807910.6 nChanged 11361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -814506.500000 Penalty: 917.234253
	Iteration 1F: 3 clusters Score -814506.5 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -814822.437500 Penalty: 917.234253
	Iteration 2Q: 3 clusters Score -814822.4 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -815262.625000 Penalty: 917.234253
	Iteration 3Q: 3 clusters Score -815262.6 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -815857.937500 Penalty: 917.234253
	Iteration 4F: 3 clusters Score -815857.9 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -816610.125000 Penalty: 917.234253
	Iteration 5F: 3 clusters Score -816610.1 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -817545.812500 Penalty: 917.234253
	Iteration 6F: 3 clusters Score -817545.8 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -818586.875000 Penalty: 917.234253
	Iteration 7F: 3 clusters Score -818586.9 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -819508.937500 Penalty: 917.234253
	Iteration 8F: 3 clusters Score -819508.9 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -820177.250000 Penalty: 917.234253
	Iteration 9Q: 3 clusters Score -820177.2 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -820555.937500 Penalty: 917.234253
	Iteration 10Q: 3 clusters Score -820555.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -820830.562500 Penalty: 917.234253
	Iteration 11Q: 3 clusters Score -820830.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -821087.375000 Penalty: 917.234253
	Iteration 12Q: 3 clusters Score -821087.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -821329.187500 Penalty: 917.234253
	Iteration 13Q: 3 clusters Score -821329.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -821587.750000 Penalty: 917.234253
	Iteration 14Q: 3 clusters Score -821587.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -821853.687500 Penalty: 917.234253
	Iteration 15Q: 3 clusters Score -821853.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -822293.937500 Penalty: 917.234253
	Iteration 16Q: 3 clusters Score -822293.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -822979.375000 Penalty: 917.234253
	Iteration 17Q: 3 clusters Score -822979.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -823663.500000 Penalty: 917.234253
	Iteration 18Q: 3 clusters Score -823663.5 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -824204.250000 Penalty: 917.234253
	Iteration 19Q: 3 clusters Score -824204.2 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -824774.812500 Penalty: 917.234253
	Iteration 20F: 3 clusters Score -824774.8 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -825446.062500 Penalty: 917.234253
	Iteration 21Q: 3 clusters Score -825446.1 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -826276.375000 Penalty: 917.234253
	Iteration 22Q: 3 clusters Score -826276.4 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -827258.875000 Penalty: 917.234253
	Iteration 23Q: 3 clusters Score -827258.9 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -828363.187500 Penalty: 917.234253
	Iteration 24Q: 3 clusters Score -828363.2 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -829675.437500 Penalty: 917.234253
	Iteration 25Q: 3 clusters Score -829675.4 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -831442.562500 Penalty: 917.234253
	Iteration 26Q: 3 clusters Score -831442.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -833523.562500 Penalty: 917.234253
	Iteration 27Q: 3 clusters Score -833523.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -834882.937500 Penalty: 917.234253
	Iteration 28Q: 3 clusters Score -834882.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -835519.437500 Penalty: 917.234253
	Iteration 29Q: 3 clusters Score -835519.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -835728.875000 Penalty: 917.234253
	Iteration 30Q: 3 clusters Score -835728.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -835826.250000 Penalty: 917.234253
	Iteration 31Q: 3 clusters Score -835826.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -835842.812500 Penalty: 917.234253
	Iteration 32Q: 3 clusters Score -835842.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -835841.187500 Penalty: 917.234253
	Iteration 33Q: 3 clusters Score -835841.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -836331.750000 Penalty: 917.234253
	Iteration 34F: 3 clusters Score -836331.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -836720.625000 Penalty: 917.234253
	Iteration 35Q: 3 clusters Score -836720.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -836819.375000 Penalty: 917.234253
	Iteration 36Q: 3 clusters Score -836819.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -836840.812500 Penalty: 917.234253
	Iteration 37Q: 3 clusters Score -836840.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -836843.500000 Penalty: 917.234253
	Iteration 38Q: 3 clusters Score -836843.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -836845.250000 Penalty: 917.234253
	Iteration 39Q: 3 clusters Score -836845.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -836845.000000 Penalty: 917.234253
	Iteration 40F: 3 clusters Score -836845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -836844.875000 Penalty: 917.234253
	Iteration 41Q: 3 clusters Score -836844.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -836844.875000 Penalty: 917.234253
	Iteration 42F: 3 clusters Score -836844.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 21748 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 477367 members 
Mstep: Class 5 contains 12725 members 
Mstep: Class 6 contains 5025 members 
Mstep: Class 7 contains 11124 members 
Mstep: Class 8 contains 13747 members 
Mstep: Class 9 contains 7290 members 
Mstep: Class 10 contains 5609 members 
Mstep: Class 11 contains 8584 members 
Mstep: Class 12 contains 565145 members 
Mstep: Class 13 contains 7983 members 
Mstep: Class 14 contains 119461 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 13756 members 
Mstep: Class 18 contains 1093 members 
Mstep: Class 19 contains 2420 members 
Mstep: Class 20 contains 1755 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 14192 members 
Mstep: Class 23 contains 8043 members 
Mstep: Class 24 contains 6690 members 
Mstep: Class 25 contains 4079 members 
Mstep: Class 26 contains 12659 members 
Mstep: Class 27 contains 4208 members 
Mstep: Class 28 contains 6807 members 
Mstep: Class 29 contains 25807 members 
Mstep: Class 30 contains 1798 members 
Mstep: Class 31 contains 14476 members 
Entering Unmasked Estep 
Score: -50348868.000000 Penalty: 19949.220703
Splitting cluster 5 changes total score from -50335852.000000 to -50348868.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 6 (5025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Entering Unmasked Estep 
Score: -171290.750000 Penalty: 387.759216
	Iteration 0F: 2 clusters Score -171290.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -167922.140625 Penalty: 775.518433
	Iteration 0F: 3 clusters Score -167922.1 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -169240.328125 Penalty: 775.518433
	Iteration 1F: 3 clusters Score -169240.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -169414.234375 Penalty: 775.518433
	Iteration 2F: 3 clusters Score -169414.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -169665.687500 Penalty: 775.518433
	Iteration 3F: 3 clusters Score -169665.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -170060.562500 Penalty: 775.518433
	Iteration 4F: 3 clusters Score -170060.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -170600.765625 Penalty: 775.518433
	Iteration 5F: 3 clusters Score -170600.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -171220.687500 Penalty: 775.518433
	Iteration 6F: 3 clusters Score -171220.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -171708.828125 Penalty: 775.518433
	Iteration 7F: 3 clusters Score -171708.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -172095.406250 Penalty: 775.518433
	Iteration 8F: 3 clusters Score -172095.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -172353.968750 Penalty: 775.518433
	Iteration 9Q: 3 clusters Score -172354 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -172466.390625 Penalty: 775.518433
	Iteration 10Q: 3 clusters Score -172466.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -172503.437500 Penalty: 775.518433
	Iteration 11Q: 3 clusters Score -172503.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -172519.828125 Penalty: 775.518433
	Iteration 12Q: 3 clusters Score -172519.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -172524.265625 Penalty: 775.518433
	Iteration 13Q: 3 clusters Score -172524.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -172525.828125 Penalty: 775.518433
	Iteration 14Q: 3 clusters Score -172525.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -172526.093750 Penalty: 775.518433
	Iteration 15Q: 3 clusters Score -172526.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -172526.812500 Penalty: 775.518433
	Iteration 16Q: 3 clusters Score -172526.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -172527.140625 Penalty: 775.518433
	Iteration 17Q: 3 clusters Score -172527.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -172527.156250 Penalty: 775.518433
	Iteration 18Q: 3 clusters Score -172527.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -172527.156250 Penalty: 775.518433
	Iteration 19F: 3 clusters Score -172527.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 21748 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 477367 members 
Mstep: Class 5 contains 12725 members 
Mstep: Class 6 contains 1802 members 
Mstep: Class 7 contains 11124 members 
Mstep: Class 8 contains 13747 members 
Mstep: Class 9 contains 7290 members 
Mstep: Class 10 contains 5609 members 
Mstep: Class 11 contains 8584 members 
Mstep: Class 12 contains 565145 members 
Mstep: Class 13 contains 7983 members 
Mstep: Class 14 contains 119461 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 13756 members 
Mstep: Class 18 contains 1093 members 
Mstep: Class 19 contains 2420 members 
Mstep: Class 20 contains 1755 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 14192 members 
Mstep: Class 23 contains 8043 members 
Mstep: Class 24 contains 6690 members 
Mstep: Class 25 contains 4079 members 
Mstep: Class 26 contains 12659 members 
Mstep: Class 27 contains 4208 members 
Mstep: Class 28 contains 6807 members 
Mstep: Class 29 contains 25807 members 
Mstep: Class 30 contains 1798 members 
Mstep: Class 31 contains 14476 members 
Mstep: Class 32 contains 3223 members 
Entering Unmasked Estep 
Score: -50349848.000000 Penalty: 20592.744141
Splitting cluster 6 changes total score from -50335852.000000 to -50349848.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 8 (13747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Entering Unmasked Estep 
Score: -492370.656250 Penalty: 433.550201
	Iteration 0F: 2 clusters Score -492370.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -483215.531250 Penalty: 867.100403
	Iteration 0F: 3 clusters Score -483215.5 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -487372.000000 Penalty: 867.100403
	Iteration 1F: 3 clusters Score -487372 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -488094.593750 Penalty: 867.100403
	Iteration 2F: 3 clusters Score -488094.6 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -488912.031250 Penalty: 867.100403
	Iteration 3F: 3 clusters Score -488912 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -489626.718750 Penalty: 867.100403
	Iteration 4F: 3 clusters Score -489626.7 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -490081.968750 Penalty: 867.100403
	Iteration 5F: 3 clusters Score -490082 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -490313.093750 Penalty: 867.100403
	Iteration 6Q: 3 clusters Score -490313.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -490415.812500 Penalty: 867.100403
	Iteration 7Q: 3 clusters Score -490415.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -490472.125000 Penalty: 867.100403
	Iteration 8Q: 3 clusters Score -490472.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -490522.562500 Penalty: 867.100403
	Iteration 9Q: 3 clusters Score -490522.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -490560.312500 Penalty: 867.100403
	Iteration 10Q: 3 clusters Score -490560.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -490596.562500 Penalty: 867.100403
	Iteration 11Q: 3 clusters Score -490596.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -490640.281250 Penalty: 867.100403
	Iteration 12Q: 3 clusters Score -490640.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -490678.531250 Penalty: 867.100403
	Iteration 13Q: 3 clusters Score -490678.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -490717.031250 Penalty: 867.100403
	Iteration 14Q: 3 clusters Score -490717 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -490767.218750 Penalty: 867.100403
	Iteration 15Q: 3 clusters Score -490767.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -490817.593750 Penalty: 867.100403
	Iteration 16Q: 3 clusters Score -490817.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -490887.843750 Penalty: 867.100403
	Iteration 17Q: 3 clusters Score -490887.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -490962.781250 Penalty: 867.100403
	Iteration 18Q: 3 clusters Score -490962.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -491045.937500 Penalty: 867.100403
	Iteration 19Q: 3 clusters Score -491045.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -491146.906250 Penalty: 867.100403
	Iteration 20F: 3 clusters Score -491146.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -491249.875000 Penalty: 867.100403
	Iteration 21Q: 3 clusters Score -491249.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -491356.843750 Penalty: 867.100403
	Iteration 22Q: 3 clusters Score -491356.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -491464.625000 Penalty: 867.100403
	Iteration 23Q: 3 clusters Score -491464.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -491564.843750 Penalty: 867.100403
	Iteration 24Q: 3 clusters Score -491564.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -491667.687500 Penalty: 867.100403
	Iteration 25Q: 3 clusters Score -491667.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -491772.156250 Penalty: 867.100403
	Iteration 26Q: 3 clusters Score -491772.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -491867.687500 Penalty: 867.100403
	Iteration 27Q: 3 clusters Score -491867.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -491976.343750 Penalty: 867.100403
	Iteration 28Q: 3 clusters Score -491976.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -492068.062500 Penalty: 867.100403
	Iteration 29Q: 3 clusters Score -492068.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -492150.437500 Penalty: 867.100403
	Iteration 30Q: 3 clusters Score -492150.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -492235.468750 Penalty: 867.100403
	Iteration 31Q: 3 clusters Score -492235.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -492297.750000 Penalty: 867.100403
	Iteration 32Q: 3 clusters Score -492297.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -492339.218750 Penalty: 867.100403
	Iteration 33Q: 3 clusters Score -492339.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -492375.437500 Penalty: 867.100403
	Iteration 34Q: 3 clusters Score -492375.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -492397.437500 Penalty: 867.100403
	Iteration 35Q: 3 clusters Score -492397.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -492413.625000 Penalty: 867.100403
	Iteration 36Q: 3 clusters Score -492413.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -492428.250000 Penalty: 867.100403
	Iteration 37Q: 3 clusters Score -492428.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -492446.937500 Penalty: 867.100403
	Iteration 38Q: 3 clusters Score -492446.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -492463.156250 Penalty: 867.100403
	Iteration 39Q: 3 clusters Score -492463.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -492480.000000 Penalty: 867.100403
	Iteration 40F: 3 clusters Score -492480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -492485.468750 Penalty: 867.100403
	Iteration 41Q: 3 clusters Score -492485.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -492489.187500 Penalty: 867.100403
	Iteration 42Q: 3 clusters Score -492489.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -492493.562500 Penalty: 867.100403
	Iteration 43Q: 3 clusters Score -492493.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -492496.531250 Penalty: 867.100403
	Iteration 44Q: 3 clusters Score -492496.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -492498.750000 Penalty: 867.100403
	Iteration 45Q: 3 clusters Score -492498.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -492500.531250 Penalty: 867.100403
	Iteration 46Q: 3 clusters Score -492500.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -492501.093750 Penalty: 867.100403
	Iteration 47Q: 3 clusters Score -492501.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -492503.093750 Penalty: 867.100403
	Iteration 48Q: 3 clusters Score -492503.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -492504.593750 Penalty: 867.100403
	Iteration 49Q: 3 clusters Score -492504.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -492504.968750 Penalty: 867.100403
	Iteration 50Q: 3 clusters Score -492505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -492504.906250 Penalty: 867.100403
	Iteration 51Q: 3 clusters Score -492504.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -492505.531250 Penalty: 867.100403
	Iteration 52Q: 3 clusters Score -492505.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -492505.062500 Penalty: 867.100403
	Iteration 53Q: 3 clusters Score -492505.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -492504.718750 Penalty: 867.100403
	Iteration 54Q: 3 clusters Score -492504.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -492504.718750 Penalty: 867.100403
	Iteration 55F: 3 clusters Score -492504.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 21748 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 477367 members 
Mstep: Class 5 contains 12725 members 
Mstep: Class 6 contains 1802 members 
Mstep: Class 7 contains 11124 members 
Mstep: Class 8 contains 13161 members 
Mstep: Class 9 contains 7290 members 
Mstep: Class 10 contains 5609 members 
Mstep: Class 11 contains 8584 members 
Mstep: Class 12 contains 565145 members 
Mstep: Class 13 contains 7983 members 
Mstep: Class 14 contains 119461 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 13756 members 
Mstep: Class 18 contains 1093 members 
Mstep: Class 19 contains 2420 members 
Mstep: Class 20 contains 1755 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 14192 members 
Mstep: Class 23 contains 8043 members 
Mstep: Class 24 contains 6690 members 
Mstep: Class 25 contains 4079 members 
Mstep: Class 26 contains 12659 members 
Mstep: Class 27 contains 4208 members 
Mstep: Class 28 contains 6807 members 
Mstep: Class 29 contains 25807 members 
Mstep: Class 30 contains 1798 members 
Mstep: Class 31 contains 14476 members 
Mstep: Class 32 contains 3223 members 
Mstep: Class 33 contains 586 members 
Entering Unmasked Estep 
Score: -50349836.000000 Penalty: 21236.267578
Splitting cluster 8 changes total score from -50335852.000000 to -50349836.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 9 (7290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Entering Unmasked Estep 
Score: -265025.718750 Penalty: 404.688751
	Iteration 0F: 2 clusters Score -265025.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -260181.375000 Penalty: 809.377502
	Iteration 0F: 3 clusters Score -260181.4 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -262461.656250 Penalty: 809.377502
	Iteration 1F: 3 clusters Score -262461.7 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -263145.812500 Penalty: 809.377502
	Iteration 2F: 3 clusters Score -263145.8 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -263796.562500 Penalty: 809.377502
	Iteration 3F: 3 clusters Score -263796.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -264238.125000 Penalty: 809.377502
	Iteration 4F: 3 clusters Score -264238.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -264493.000000 Penalty: 809.377502
	Iteration 5F: 3 clusters Score -264493 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -264678.812500 Penalty: 809.377502
	Iteration 6Q: 3 clusters Score -264678.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -264786.250000 Penalty: 809.377502
	Iteration 7Q: 3 clusters Score -264786.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -264867.250000 Penalty: 809.377502
	Iteration 8Q: 3 clusters Score -264867.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -264942.593750 Penalty: 809.377502
	Iteration 9Q: 3 clusters Score -264942.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -265034.031250 Penalty: 809.377502
	Iteration 10Q: 3 clusters Score -265034 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -265091.625000 Penalty: 809.377502
	Iteration 11Q: 3 clusters Score -265091.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -265114.593750 Penalty: 809.377502
	Iteration 12Q: 3 clusters Score -265114.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -265121.156250 Penalty: 809.377502
	Iteration 13Q: 3 clusters Score -265121.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -265127.156250 Penalty: 809.377502
	Iteration 14Q: 3 clusters Score -265127.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -265132.500000 Penalty: 809.377502
	Iteration 15Q: 3 clusters Score -265132.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -265136.875000 Penalty: 809.377502
	Iteration 16Q: 3 clusters Score -265136.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -265140.312500 Penalty: 809.377502
	Iteration 17Q: 3 clusters Score -265140.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -265142.562500 Penalty: 809.377502
	Iteration 18Q: 3 clusters Score -265142.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -265144.468750 Penalty: 809.377502
	Iteration 19Q: 3 clusters Score -265144.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -265147.593750 Penalty: 809.377502
	Iteration 20F: 3 clusters Score -265147.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -265149.218750 Penalty: 809.377502
	Iteration 21Q: 3 clusters Score -265149.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -265149.812500 Penalty: 809.377502
	Iteration 22Q: 3 clusters Score -265149.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -265150.531250 Penalty: 809.377502
	Iteration 23Q: 3 clusters Score -265150.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -265151.218750 Penalty: 809.377502
	Iteration 24Q: 3 clusters Score -265151.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -265151.718750 Penalty: 809.377502
	Iteration 25Q: 3 clusters Score -265151.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -265151.937500 Penalty: 809.377502
	Iteration 26Q: 3 clusters Score -265151.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -265152.156250 Penalty: 809.377502
	Iteration 27Q: 3 clusters Score -265152.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -265152.156250 Penalty: 809.377502
	Iteration 28F: 3 clusters Score -265152.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 21748 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 477367 members 
Mstep: Class 5 contains 12725 members 
Mstep: Class 6 contains 1802 members 
Mstep: Class 7 contains 11124 members 
Mstep: Class 8 contains 13161 members 
Mstep: Class 9 contains 6722 members 
Mstep: Class 10 contains 5609 members 
Mstep: Class 11 contains 8584 members 
Mstep: Class 12 contains 565145 members 
Mstep: Class 13 contains 7983 members 
Mstep: Class 14 contains 119461 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 13756 members 
Mstep: Class 18 contains 1093 members 
Mstep: Class 19 contains 2420 members 
Mstep: Class 20 contains 1755 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 14192 members 
Mstep: Class 23 contains 8043 members 
Mstep: Class 24 contains 6690 members 
Mstep: Class 25 contains 4079 members 
Mstep: Class 26 contains 12659 members 
Mstep: Class 27 contains 4208 members 
Mstep: Class 28 contains 6807 members 
Mstep: Class 29 contains 25807 members 
Mstep: Class 30 contains 1798 members 
Mstep: Class 31 contains 14476 members 
Mstep: Class 32 contains 3223 members 
Mstep: Class 33 contains 586 members 
Mstep: Class 34 contains 568 members 
Entering Unmasked Estep 
Score: -50349660.000000 Penalty: 21879.791016
Splitting cluster 9 changes total score from -50335852.000000 to -50349660.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 10 (5609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Entering Unmasked Estep 
Score: -202718.578125 Penalty: 392.761810
	Iteration 0F: 2 clusters Score -202718.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -198985.625000 Penalty: 785.523621
	Iteration 0F: 3 clusters Score -198985.6 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -200389.046875 Penalty: 785.523621
	Iteration 1F: 3 clusters Score -200389 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -200553.906250 Penalty: 785.523621
	Iteration 2F: 3 clusters Score -200553.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -200721.843750 Penalty: 785.523621
	Iteration 3F: 3 clusters Score -200721.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -200879.390625 Penalty: 785.523621
	Iteration 4F: 3 clusters Score -200879.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -201052.859375 Penalty: 785.523621
	Iteration 5F: 3 clusters Score -201052.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -201254.437500 Penalty: 785.523621
	Iteration 6F: 3 clusters Score -201254.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -201462.062500 Penalty: 785.523621
	Iteration 7Q: 3 clusters Score -201462.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -201659.046875 Penalty: 785.523621
	Iteration 8Q: 3 clusters Score -201659 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -201818.921875 Penalty: 785.523621
	Iteration 9Q: 3 clusters Score -201818.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -201915.046875 Penalty: 785.523621
	Iteration 10Q: 3 clusters Score -201915 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -201974.703125 Penalty: 785.523621
	Iteration 11Q: 3 clusters Score -201974.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -202026.609375 Penalty: 785.523621
	Iteration 12Q: 3 clusters Score -202026.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -202071.750000 Penalty: 785.523621
	Iteration 13Q: 3 clusters Score -202071.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -202111.000000 Penalty: 785.523621
	Iteration 14Q: 3 clusters Score -202111 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -202156.734375 Penalty: 785.523621
	Iteration 15Q: 3 clusters Score -202156.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -202188.703125 Penalty: 785.523621
	Iteration 16Q: 3 clusters Score -202188.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -202218.281250 Penalty: 785.523621
	Iteration 17Q: 3 clusters Score -202218.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -202244.218750 Penalty: 785.523621
	Iteration 18Q: 3 clusters Score -202244.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -202262.031250 Penalty: 785.523621
	Iteration 19Q: 3 clusters Score -202262 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -202272.625000 Penalty: 785.523621
	Iteration 20F: 3 clusters Score -202272.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -202276.843750 Penalty: 785.523621
	Iteration 21Q: 3 clusters Score -202276.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -202280.984375 Penalty: 785.523621
	Iteration 22Q: 3 clusters Score -202281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -202284.015625 Penalty: 785.523621
	Iteration 23Q: 3 clusters Score -202284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -202285.359375 Penalty: 785.523621
	Iteration 24Q: 3 clusters Score -202285.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -202286.953125 Penalty: 785.523621
	Iteration 25Q: 3 clusters Score -202287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -202287.437500 Penalty: 785.523621
	Iteration 26Q: 3 clusters Score -202287.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -202288.203125 Penalty: 785.523621
	Iteration 27Q: 3 clusters Score -202288.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -202288.234375 Penalty: 785.523621
	Iteration 28Q: 3 clusters Score -202288.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -202288.375000 Penalty: 785.523621
	Iteration 29Q: 3 clusters Score -202288.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -202288.375000 Penalty: 785.523621
	Iteration 30F: 3 clusters Score -202288.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -305714.406250 Penalty: 412.123322
	Iteration 0F: 2 clusters Score -305714.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -299962.218750 Penalty: 824.246643
	Iteration 0F: 3 clusters Score -299962.2 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -302127.906250 Penalty: 824.246643
	Iteration 1F: 3 clusters Score -302127.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -302389.968750 Penalty: 824.246643
	Iteration 2F: 3 clusters Score -302390 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -302672.093750 Penalty: 824.246643
	Iteration 3F: 3 clusters Score -302672.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -303023.875000 Penalty: 824.246643
	Iteration 4F: 3 clusters Score -303023.9 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -303432.031250 Penalty: 824.246643
	Iteration 5F: 3 clusters Score -303432 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -303828.812500 Penalty: 824.246643
	Iteration 6F: 3 clusters Score -303828.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -304148.187500 Penalty: 824.246643
	Iteration 7F: 3 clusters Score -304148.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -304430.687500 Penalty: 824.246643
	Iteration 8F: 3 clusters Score -304430.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -304682.562500 Penalty: 824.246643
	Iteration 9Q: 3 clusters Score -304682.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -304922.593750 Penalty: 824.246643
	Iteration 10Q: 3 clusters Score -304922.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -305159.968750 Penalty: 824.246643
	Iteration 11Q: 3 clusters Score -305160 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -305369.000000 Penalty: 824.246643
	Iteration 12Q: 3 clusters Score -305369 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -305472.468750 Penalty: 824.246643
	Iteration 13Q: 3 clusters Score -305472.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -305527.656250 Penalty: 824.246643
	Iteration 14Q: 3 clusters Score -305527.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -305565.500000 Penalty: 824.246643
	Iteration 15Q: 3 clusters Score -305565.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -305596.281250 Penalty: 824.246643
	Iteration 16Q: 3 clusters Score -305596.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -305618.718750 Penalty: 824.246643
	Iteration 17Q: 3 clusters Score -305618.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -305634.343750 Penalty: 824.246643
	Iteration 18Q: 3 clusters Score -305634.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -305646.468750 Penalty: 824.246643
	Iteration 19Q: 3 clusters Score -305646.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -305655.531250 Penalty: 824.246643
	Iteration 20F: 3 clusters Score -305655.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -305663.781250 Penalty: 824.246643
	Iteration 21Q: 3 clusters Score -305663.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -305671.750000 Penalty: 824.246643
	Iteration 22Q: 3 clusters Score -305671.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -305675.375000 Penalty: 824.246643
	Iteration 23Q: 3 clusters Score -305675.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -305679.593750 Penalty: 824.246643
	Iteration 24Q: 3 clusters Score -305679.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -305681.125000 Penalty: 824.246643
	Iteration 25Q: 3 clusters Score -305681.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -305681.625000 Penalty: 824.246643
	Iteration 26Q: 3 clusters Score -305681.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -305681.625000 Penalty: 824.246643
	Iteration 27F: 3 clusters Score -305681.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (565145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565145 members 
Entering Unmasked Estep 
Score: -21780044.000000 Penalty: 602.640137
	Iteration 0F: 2 clusters Score -2.178004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282549 members 
Mstep: Class 2 contains 282596 members 
Entering Unmasked Estep 
Score: -21424450.000000 Penalty: 1205.280273
	Iteration 0F: 3 clusters Score -2.142445e+07 nChanged 280292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273361 members 
Mstep: Class 2 contains 291784 members 
Entering Unmasked Estep 
Score: -21598558.000000 Penalty: 1205.280273
	Iteration 1F: 3 clusters Score -2.159856e+07 nChanged 23591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269940 members 
Mstep: Class 2 contains 295205 members 
Entering Unmasked Estep 
Score: -21606812.000000 Penalty: 1205.280273
	Iteration 2Q: 3 clusters Score -2.160681e+07 nChanged 27270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265368 members 
Mstep: Class 2 contains 299777 members 
Entering Unmasked Estep 
Score: -21619926.000000 Penalty: 1205.280273
	Iteration 3Q: 3 clusters Score -2.161993e+07 nChanged 32563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259633 members 
Mstep: Class 2 contains 305512 members 
Entering Unmasked Estep 
Score: -21641198.000000 Penalty: 1205.280273
	Iteration 4F: 3 clusters Score -2.16412e+07 nChanged 37311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254010 members 
Mstep: Class 2 contains 311135 members 
Entering Unmasked Estep 
Score: -21670882.000000 Penalty: 1205.280273
	Iteration 5F: 3 clusters Score -2.167088e+07 nChanged 37036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249818 members 
Mstep: Class 2 contains 315327 members 
Entering Unmasked Estep 
Score: -21697170.000000 Penalty: 1205.280273
	Iteration 6F: 3 clusters Score -2.169717e+07 nChanged 28155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246595 members 
Mstep: Class 2 contains 318550 members 
Entering Unmasked Estep 
Score: -21709334.000000 Penalty: 1205.280273
	Iteration 7Q: 3 clusters Score -2.170933e+07 nChanged 16108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243561 members 
Mstep: Class 2 contains 321584 members 
Entering Unmasked Estep 
Score: -21712292.000000 Penalty: 1205.280273
	Iteration 8Q: 3 clusters Score -2.171229e+07 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240493 members 
Mstep: Class 2 contains 324652 members 
Entering Unmasked Estep 
Score: -21713464.000000 Penalty: 1205.280273
	Iteration 9Q: 3 clusters Score -2.171346e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237050 members 
Mstep: Class 2 contains 328095 members 
Entering Unmasked Estep 
Score: -21714188.000000 Penalty: 1205.280273
	Iteration 10Q: 3 clusters Score -2.171419e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233272 members 
Mstep: Class 2 contains 331873 members 
Entering Unmasked Estep 
Score: -21714960.000000 Penalty: 1205.280273
	Iteration 11Q: 3 clusters Score -2.171496e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229169 members 
Mstep: Class 2 contains 335976 members 
Entering Unmasked Estep 
Score: -21715596.000000 Penalty: 1205.280273
	Iteration 12Q: 3 clusters Score -2.17156e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224669 members 
Mstep: Class 2 contains 340476 members 
Entering Unmasked Estep 
Score: -21716272.000000 Penalty: 1205.280273
	Iteration 13Q: 3 clusters Score -2.171627e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219760 members 
Mstep: Class 2 contains 345385 members 
Entering Unmasked Estep 
Score: -21716472.000000 Penalty: 1205.280273
	Iteration 14Q: 3 clusters Score -2.171647e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214378 members 
Mstep: Class 2 contains 350767 members 
Entering Unmasked Estep 
Score: -21717306.000000 Penalty: 1205.280273
	Iteration 15Q: 3 clusters Score -2.171731e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208491 members 
Mstep: Class 2 contains 356654 members 
Entering Unmasked Estep 
Score: -21717772.000000 Penalty: 1205.280273
	Iteration 16Q: 3 clusters Score -2.171777e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202108 members 
Mstep: Class 2 contains 363037 members 
Entering Unmasked Estep 
Score: -21718110.000000 Penalty: 1205.280273
	Iteration 17Q: 3 clusters Score -2.171811e+07 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195494 members 
Mstep: Class 2 contains 369651 members 
Entering Unmasked Estep 
Score: -21718388.000000 Penalty: 1205.280273
	Iteration 18Q: 3 clusters Score -2.171839e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188618 members 
Mstep: Class 2 contains 376527 members 
Entering Unmasked Estep 
Score: -21718820.000000 Penalty: 1205.280273
	Iteration 19Q: 3 clusters Score -2.171882e+07 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181545 members 
Mstep: Class 2 contains 383600 members 
Entering Unmasked Estep 
Score: -21718936.000000 Penalty: 1205.280273
	Iteration 20F: 3 clusters Score -2.171894e+07 nChanged 9233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174644 members 
Mstep: Class 2 contains 390501 members 
Entering Unmasked Estep 
Score: -21718518.000000 Penalty: 1205.280273
	Iteration 21Q: 3 clusters Score -2.171852e+07 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167926 members 
Mstep: Class 2 contains 397219 members 
Entering Unmasked Estep 
Score: -21718048.000000 Penalty: 1205.280273
	Iteration 22Q: 3 clusters Score -2.171805e+07 nChanged 9266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161614 members 
Mstep: Class 2 contains 403531 members 
Entering Unmasked Estep 
Score: -21718454.000000 Penalty: 1205.280273
	Iteration 23Q: 3 clusters Score -2.171845e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155925 members 
Mstep: Class 2 contains 409220 members 
Entering Unmasked Estep 
Score: -21718572.000000 Penalty: 1205.280273
	Iteration 24Q: 3 clusters Score -2.171857e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150803 members 
Mstep: Class 2 contains 414342 members 
Entering Unmasked Estep 
Score: -21718460.000000 Penalty: 1205.280273
	Iteration 25Q: 3 clusters Score -2.171846e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146197 members 
Mstep: Class 2 contains 418948 members 
Entering Unmasked Estep 
Score: -21718150.000000 Penalty: 1205.280273
	Iteration 26Q: 3 clusters Score -2.171815e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142003 members 
Mstep: Class 2 contains 423142 members 
Entering Unmasked Estep 
Score: -21717772.000000 Penalty: 1205.280273
	Iteration 27Q: 3 clusters Score -2.171777e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138248 members 
Mstep: Class 2 contains 426897 members 
Entering Unmasked Estep 
Score: -21717452.000000 Penalty: 1205.280273
	Iteration 28Q: 3 clusters Score -2.171745e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134971 members 
Mstep: Class 2 contains 430174 members 
Entering Unmasked Estep 
Score: -21717068.000000 Penalty: 1205.280273
	Iteration 29Q: 3 clusters Score -2.171707e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132197 members 
Mstep: Class 2 contains 432948 members 
Entering Unmasked Estep 
Score: -21716532.000000 Penalty: 1205.280273
	Iteration 30Q: 3 clusters Score -2.171653e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129805 members 
Mstep: Class 2 contains 435340 members 
Entering Unmasked Estep 
Score: -21716330.000000 Penalty: 1205.280273
	Iteration 31Q: 3 clusters Score -2.171633e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127949 members 
Mstep: Class 2 contains 437196 members 
Entering Unmasked Estep 
Score: -21716126.000000 Penalty: 1205.280273
	Iteration 32Q: 3 clusters Score -2.171613e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126482 members 
Mstep: Class 2 contains 438663 members 
Entering Unmasked Estep 
Score: -21715508.000000 Penalty: 1205.280273
	Iteration 33Q: 3 clusters Score -2.171551e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125379 members 
Mstep: Class 2 contains 439766 members 
Entering Unmasked Estep 
Score: -21715032.000000 Penalty: 1205.280273
	Iteration 34Q: 3 clusters Score -2.171503e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124751 members 
Mstep: Class 2 contains 440394 members 
Entering Unmasked Estep 
Score: -21714368.000000 Penalty: 1205.280273
	Iteration 35Q: 3 clusters Score -2.171437e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124312 members 
Mstep: Class 2 contains 440833 members 
Entering Unmasked Estep 
Score: -21713574.000000 Penalty: 1205.280273
	Iteration 36Q: 3 clusters Score -2.171357e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124233 members 
Mstep: Class 2 contains 440912 members 
Entering Unmasked Estep 
Score: -21712934.000000 Penalty: 1205.280273
	Iteration 37Q: 3 clusters Score -2.171293e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124388 members 
Mstep: Class 2 contains 440757 members 
Entering Unmasked Estep 
Score: -21712582.000000 Penalty: 1205.280273
	Iteration 38Q: 3 clusters Score -2.171258e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124822 members 
Mstep: Class 2 contains 440323 members 
Entering Unmasked Estep 
Score: -21712076.000000 Penalty: 1205.280273
	Iteration 39Q: 3 clusters Score -2.171208e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125438 members 
Mstep: Class 2 contains 439707 members 
Entering Unmasked Estep 
Score: -21711308.000000 Penalty: 1205.280273
	Iteration 40F: 3 clusters Score -2.171131e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126592 members 
Mstep: Class 2 contains 438553 members 
Entering Unmasked Estep 
Score: -21710794.000000 Penalty: 1205.280273
	Iteration 41Q: 3 clusters Score -2.171079e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127943 members 
Mstep: Class 2 contains 437202 members 
Entering Unmasked Estep 
Score: -21710116.000000 Penalty: 1205.280273
	Iteration 42Q: 3 clusters Score -2.171012e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129581 members 
Mstep: Class 2 contains 435564 members 
Entering Unmasked Estep 
Score: -21709474.000000 Penalty: 1205.280273
	Iteration 43Q: 3 clusters Score -2.170947e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131621 members 
Mstep: Class 2 contains 433524 members 
Entering Unmasked Estep 
Score: -21708848.000000 Penalty: 1205.280273
	Iteration 44Q: 3 clusters Score -2.170885e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133958 members 
Mstep: Class 2 contains 431187 members 
Entering Unmasked Estep 
Score: -21708368.000000 Penalty: 1205.280273
	Iteration 45Q: 3 clusters Score -2.170837e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136574 members 
Mstep: Class 2 contains 428571 members 
Entering Unmasked Estep 
Score: -21707652.000000 Penalty: 1205.280273
	Iteration 46Q: 3 clusters Score -2.170765e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139506 members 
Mstep: Class 2 contains 425639 members 
Entering Unmasked Estep 
Score: -21706806.000000 Penalty: 1205.280273
	Iteration 47Q: 3 clusters Score -2.170681e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142754 members 
Mstep: Class 2 contains 422391 members 
Entering Unmasked Estep 
Score: -21706300.000000 Penalty: 1205.280273
	Iteration 48Q: 3 clusters Score -2.17063e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146396 members 
Mstep: Class 2 contains 418749 members 
Entering Unmasked Estep 
Score: -21705760.000000 Penalty: 1205.280273
	Iteration 49Q: 3 clusters Score -2.170576e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150549 members 
Mstep: Class 2 contains 414596 members 
Entering Unmasked Estep 
Score: -21705252.000000 Penalty: 1205.280273
	Iteration 50Q: 3 clusters Score -2.170525e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155252 members 
Mstep: Class 2 contains 409893 members 
Entering Unmasked Estep 
Score: -21705008.000000 Penalty: 1205.280273
	Iteration 51Q: 3 clusters Score -2.170501e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160450 members 
Mstep: Class 2 contains 404695 members 
Entering Unmasked Estep 
Score: -21705602.000000 Penalty: 1205.280273
	Iteration 52Q: 3 clusters Score -2.17056e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166007 members 
Mstep: Class 2 contains 399138 members 
Entering Unmasked Estep 
Score: -21706476.000000 Penalty: 1205.280273
	Iteration 53Q: 3 clusters Score -2.170648e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171384 members 
Mstep: Class 2 contains 393761 members 
Entering Unmasked Estep 
Score: -21707436.000000 Penalty: 1205.280273
	Iteration 54Q: 3 clusters Score -2.170744e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176365 members 
Mstep: Class 2 contains 388780 members 
Entering Unmasked Estep 
Score: -21708054.000000 Penalty: 1205.280273
	Iteration 55Q: 3 clusters Score -2.170805e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181293 members 
Mstep: Class 2 contains 383852 members 
Entering Unmasked Estep 
Score: -21708940.000000 Penalty: 1205.280273
	Iteration 56Q: 3 clusters Score -2.170894e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186016 members 
Mstep: Class 2 contains 379129 members 
Entering Unmasked Estep 
Score: -21709524.000000 Penalty: 1205.280273
	Iteration 57Q: 3 clusters Score -2.170952e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190527 members 
Mstep: Class 2 contains 374618 members 
Entering Unmasked Estep 
Score: -21709924.000000 Penalty: 1205.280273
	Iteration 58Q: 3 clusters Score -2.170992e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194784 members 
Mstep: Class 2 contains 370361 members 
Entering Unmasked Estep 
Score: -21710348.000000 Penalty: 1205.280273
	Iteration 59Q: 3 clusters Score -2.171035e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198619 members 
Mstep: Class 2 contains 366526 members 
Entering Unmasked Estep 
Score: -21710588.000000 Penalty: 1205.280273
	Iteration 60F: 3 clusters Score -2.171059e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202326 members 
Mstep: Class 2 contains 362819 members 
Entering Unmasked Estep 
Score: -21710596.000000 Penalty: 1205.280273
	Iteration 61Q: 3 clusters Score -2.17106e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206087 members 
Mstep: Class 2 contains 359058 members 
Entering Unmasked Estep 
Score: -21710640.000000 Penalty: 1205.280273
	Iteration 62Q: 3 clusters Score -2.171064e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209443 members 
Mstep: Class 2 contains 355702 members 
Entering Unmasked Estep 
Score: -21710642.000000 Penalty: 1205.280273
	Iteration 63Q: 3 clusters Score -2.171064e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212449 members 
Mstep: Class 2 contains 352696 members 
Entering Unmasked Estep 
Score: -21710838.000000 Penalty: 1205.280273
	Iteration 64Q: 3 clusters Score -2.171084e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215248 members 
Mstep: Class 2 contains 349897 members 
Entering Unmasked Estep 
Score: -21710896.000000 Penalty: 1205.280273
	Iteration 65Q: 3 clusters Score -2.17109e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217876 members 
Mstep: Class 2 contains 347269 members 
Entering Unmasked Estep 
Score: -21711002.000000 Penalty: 1205.280273
	Iteration 66Q: 3 clusters Score -2.1711e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220445 members 
Mstep: Class 2 contains 344700 members 
Entering Unmasked Estep 
Score: -21711246.000000 Penalty: 1205.280273
	Iteration 67Q: 3 clusters Score -2.171125e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222718 members 
Mstep: Class 2 contains 342427 members 
Entering Unmasked Estep 
Score: -21711274.000000 Penalty: 1205.280273
	Iteration 68Q: 3 clusters Score -2.171127e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224960 members 
Mstep: Class 2 contains 340185 members 
Entering Unmasked Estep 
Score: -21711216.000000 Penalty: 1205.280273
	Iteration 69Q: 3 clusters Score -2.171122e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227105 members 
Mstep: Class 2 contains 338040 members 
Entering Unmasked Estep 
Score: -21711238.000000 Penalty: 1205.280273
	Iteration 70Q: 3 clusters Score -2.171124e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229223 members 
Mstep: Class 2 contains 335922 members 
Entering Unmasked Estep 
Score: -21711300.000000 Penalty: 1205.280273
	Iteration 71Q: 3 clusters Score -2.17113e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231338 members 
Mstep: Class 2 contains 333807 members 
Entering Unmasked Estep 
Score: -21711316.000000 Penalty: 1205.280273
	Iteration 72Q: 3 clusters Score -2.171132e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233380 members 
Mstep: Class 2 contains 331765 members 
Entering Unmasked Estep 
Score: -21711420.000000 Penalty: 1205.280273
	Iteration 73Q: 3 clusters Score -2.171142e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235332 members 
Mstep: Class 2 contains 329813 members 
Entering Unmasked Estep 
Score: -21711446.000000 Penalty: 1205.280273
	Iteration 74Q: 3 clusters Score -2.171145e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237167 members 
Mstep: Class 2 contains 327978 members 
Entering Unmasked Estep 
Score: -21711592.000000 Penalty: 1205.280273
	Iteration 75Q: 3 clusters Score -2.171159e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238871 members 
Mstep: Class 2 contains 326274 members 
Entering Unmasked Estep 
Score: -21711732.000000 Penalty: 1205.280273
	Iteration 76Q: 3 clusters Score -2.171173e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240427 members 
Mstep: Class 2 contains 324718 members 
Entering Unmasked Estep 
Score: -21711908.000000 Penalty: 1205.280273
	Iteration 77Q: 3 clusters Score -2.171191e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241871 members 
Mstep: Class 2 contains 323274 members 
Entering Unmasked Estep 
Score: -21712054.000000 Penalty: 1205.280273
	Iteration 78Q: 3 clusters Score -2.171205e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243181 members 
Mstep: Class 2 contains 321964 members 
Entering Unmasked Estep 
Score: -21712228.000000 Penalty: 1205.280273
	Iteration 79Q: 3 clusters Score -2.171223e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244379 members 
Mstep: Class 2 contains 320766 members 
Entering Unmasked Estep 
Score: -21712476.000000 Penalty: 1205.280273
	Iteration 80F: 3 clusters Score -2.171248e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245453 members 
Mstep: Class 2 contains 319692 members 
Entering Unmasked Estep 
Score: -21712742.000000 Penalty: 1205.280273
	Iteration 81Q: 3 clusters Score -2.171274e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246318 members 
Mstep: Class 2 contains 318827 members 
Entering Unmasked Estep 
Score: -21712788.000000 Penalty: 1205.280273
	Iteration 82Q: 3 clusters Score -2.171279e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247014 members 
Mstep: Class 2 contains 318131 members 
Entering Unmasked Estep 
Score: -21712894.000000 Penalty: 1205.280273
	Iteration 83Q: 3 clusters Score -2.171289e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247682 members 
Mstep: Class 2 contains 317463 members 
Entering Unmasked Estep 
Score: -21712994.000000 Penalty: 1205.280273
	Iteration 84Q: 3 clusters Score -2.171299e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248268 members 
Mstep: Class 2 contains 316877 members 
Entering Unmasked Estep 
Score: -21713086.000000 Penalty: 1205.280273
	Iteration 85Q: 3 clusters Score -2.171309e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248812 members 
Mstep: Class 2 contains 316333 members 
Entering Unmasked Estep 
Score: -21713282.000000 Penalty: 1205.280273
	Iteration 86Q: 3 clusters Score -2.171328e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249231 members 
Mstep: Class 2 contains 315914 members 
Entering Unmasked Estep 
Score: -21713510.000000 Penalty: 1205.280273
	Iteration 87Q: 3 clusters Score -2.171351e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249508 members 
Mstep: Class 2 contains 315637 members 
Entering Unmasked Estep 
Score: -21713652.000000 Penalty: 1205.280273
	Iteration 88Q: 3 clusters Score -2.171365e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249763 members 
Mstep: Class 2 contains 315382 members 
Entering Unmasked Estep 
Score: -21713724.000000 Penalty: 1205.280273
	Iteration 89Q: 3 clusters Score -2.171372e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250104 members 
Mstep: Class 2 contains 315041 members 
Entering Unmasked Estep 
Score: -21713912.000000 Penalty: 1205.280273
	Iteration 90Q: 3 clusters Score -2.171391e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250411 members 
Mstep: Class 2 contains 314734 members 
Entering Unmasked Estep 
Score: -21714094.000000 Penalty: 1205.280273
	Iteration 91Q: 3 clusters Score -2.171409e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250642 members 
Mstep: Class 2 contains 314503 members 
Entering Unmasked Estep 
Score: -21714300.000000 Penalty: 1205.280273
	Iteration 92Q: 3 clusters Score -2.17143e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250787 members 
Mstep: Class 2 contains 314358 members 
Entering Unmasked Estep 
Score: -21714364.000000 Penalty: 1205.280273
	Iteration 93Q: 3 clusters Score -2.171436e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250953 members 
Mstep: Class 2 contains 314192 members 
Entering Unmasked Estep 
Score: -21714504.000000 Penalty: 1205.280273
	Iteration 94Q: 3 clusters Score -2.17145e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251139 members 
Mstep: Class 2 contains 314006 members 
Entering Unmasked Estep 
Score: -21714570.000000 Penalty: 1205.280273
	Iteration 95Q: 3 clusters Score -2.171457e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251399 members 
Mstep: Class 2 contains 313746 members 
Entering Unmasked Estep 
Score: -21714634.000000 Penalty: 1205.280273
	Iteration 96Q: 3 clusters Score -2.171463e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251560 members 
Mstep: Class 2 contains 313585 members 
Entering Unmasked Estep 
Score: -21714716.000000 Penalty: 1205.280273
	Iteration 97Q: 3 clusters Score -2.171472e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251580 members 
Mstep: Class 2 contains 313565 members 
Entering Unmasked Estep 
Score: -21714820.000000 Penalty: 1205.280273
	Iteration 98Q: 3 clusters Score -2.171482e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251537 members 
Mstep: Class 2 contains 313608 members 
Entering Unmasked Estep 
Score: -21714902.000000 Penalty: 1205.280273
	Iteration 99Q: 3 clusters Score -2.17149e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251436 members 
Mstep: Class 2 contains 313709 members 
Entering Unmasked Estep 
Score: -21715066.000000 Penalty: 1205.280273
	Iteration 100F: 3 clusters Score -2.171507e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251288 members 
Mstep: Class 2 contains 313857 members 
Entering Unmasked Estep 
Score: -21715260.000000 Penalty: 1205.280273
	Iteration 101Q: 3 clusters Score -2.171526e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251284 members 
Mstep: Class 2 contains 313861 members 
Entering Unmasked Estep 
Score: -21715416.000000 Penalty: 1205.280273
	Iteration 102Q: 3 clusters Score -2.171542e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251275 members 
Mstep: Class 2 contains 313870 members 
Entering Unmasked Estep 
Score: -21715628.000000 Penalty: 1205.280273
	Iteration 103Q: 3 clusters Score -2.171563e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251241 members 
Mstep: Class 2 contains 313904 members 
Entering Unmasked Estep 
Score: -21715772.000000 Penalty: 1205.280273
	Iteration 104Q: 3 clusters Score -2.171577e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251199 members 
Mstep: Class 2 contains 313946 members 
Entering Unmasked Estep 
Score: -21716000.000000 Penalty: 1205.280273
	Iteration 105Q: 3 clusters Score -2.1716e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251123 members 
Mstep: Class 2 contains 314022 members 
Entering Unmasked Estep 
Score: -21716050.000000 Penalty: 1205.280273
	Iteration 106Q: 3 clusters Score -2.171605e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251120 members 
Mstep: Class 2 contains 314025 members 
Entering Unmasked Estep 
Score: -21716232.000000 Penalty: 1205.280273
	Iteration 107Q: 3 clusters Score -2.171623e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251089 members 
Mstep: Class 2 contains 314056 members 
Entering Unmasked Estep 
Score: -21716502.000000 Penalty: 1205.280273
	Iteration 108Q: 3 clusters Score -2.17165e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251001 members 
Mstep: Class 2 contains 314144 members 
Entering Unmasked Estep 
Score: -21716654.000000 Penalty: 1205.280273
	Iteration 109Q: 3 clusters Score -2.171665e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250849 members 
Mstep: Class 2 contains 314296 members 
Entering Unmasked Estep 
Score: -21716818.000000 Penalty: 1205.280273
	Iteration 110Q: 3 clusters Score -2.171682e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250694 members 
Mstep: Class 2 contains 314451 members 
Entering Unmasked Estep 
Score: -21716924.000000 Penalty: 1205.280273
	Iteration 111Q: 3 clusters Score -2.171692e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250452 members 
Mstep: Class 2 contains 314693 members 
Entering Unmasked Estep 
Score: -21717200.000000 Penalty: 1205.280273
	Iteration 112Q: 3 clusters Score -2.17172e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250200 members 
Mstep: Class 2 contains 314945 members 
Entering Unmasked Estep 
Score: -21717366.000000 Penalty: 1205.280273
	Iteration 113Q: 3 clusters Score -2.171737e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249879 members 
Mstep: Class 2 contains 315266 members 
Entering Unmasked Estep 
Score: -21717562.000000 Penalty: 1205.280273
	Iteration 114Q: 3 clusters Score -2.171756e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249487 members 
Mstep: Class 2 contains 315658 members 
Entering Unmasked Estep 
Score: -21717714.000000 Penalty: 1205.280273
	Iteration 115Q: 3 clusters Score -2.171771e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249069 members 
Mstep: Class 2 contains 316076 members 
Entering Unmasked Estep 
Score: -21717800.000000 Penalty: 1205.280273
	Iteration 116Q: 3 clusters Score -2.17178e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248682 members 
Mstep: Class 2 contains 316463 members 
Entering Unmasked Estep 
Score: -21718218.000000 Penalty: 1205.280273
	Iteration 117Q: 3 clusters Score -2.171822e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248370 members 
Mstep: Class 2 contains 316775 members 
Entering Unmasked Estep 
Score: -21718346.000000 Penalty: 1205.280273
	Iteration 118Q: 3 clusters Score -2.171835e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248065 members 
Mstep: Class 2 contains 317080 members 
Entering Unmasked Estep 
Score: -21718530.000000 Penalty: 1205.280273
	Iteration 119Q: 3 clusters Score -2.171853e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247711 members 
Mstep: Class 2 contains 317434 members 
Entering Unmasked Estep 
Score: -21718680.000000 Penalty: 1205.280273
	Iteration 120F: 3 clusters Score -2.171868e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247265 members 
Mstep: Class 2 contains 317880 members 
Entering Unmasked Estep 
Score: -21718838.000000 Penalty: 1205.280273
	Iteration 121Q: 3 clusters Score -2.171884e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246768 members 
Mstep: Class 2 contains 318377 members 
Entering Unmasked Estep 
Score: -21719024.000000 Penalty: 1205.280273
	Iteration 122Q: 3 clusters Score -2.171902e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246283 members 
Mstep: Class 2 contains 318862 members 
Entering Unmasked Estep 
Score: -21719324.000000 Penalty: 1205.280273
	Iteration 123Q: 3 clusters Score -2.171932e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245895 members 
Mstep: Class 2 contains 319250 members 
Entering Unmasked Estep 
Score: -21719654.000000 Penalty: 1205.280273
	Iteration 124Q: 3 clusters Score -2.171965e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245414 members 
Mstep: Class 2 contains 319731 members 
Entering Unmasked Estep 
Score: -21719916.000000 Penalty: 1205.280273
	Iteration 125Q: 3 clusters Score -2.171992e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244989 members 
Mstep: Class 2 contains 320156 members 
Entering Unmasked Estep 
Score: -21719994.000000 Penalty: 1205.280273
	Iteration 126Q: 3 clusters Score -2.171999e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244577 members 
Mstep: Class 2 contains 320568 members 
Entering Unmasked Estep 
Score: -21720226.000000 Penalty: 1205.280273
	Iteration 127Q: 3 clusters Score -2.172023e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244172 members 
Mstep: Class 2 contains 320973 members 
Entering Unmasked Estep 
Score: -21720456.000000 Penalty: 1205.280273
	Iteration 128Q: 3 clusters Score -2.172046e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243860 members 
Mstep: Class 2 contains 321285 members 
Entering Unmasked Estep 
Score: -21720756.000000 Penalty: 1205.280273
	Iteration 129Q: 3 clusters Score -2.172076e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243437 members 
Mstep: Class 2 contains 321708 members 
Entering Unmasked Estep 
Score: -21720998.000000 Penalty: 1205.280273
	Iteration 130Q: 3 clusters Score -2.1721e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242974 members 
Mstep: Class 2 contains 322171 members 
Entering Unmasked Estep 
Score: -21721324.000000 Penalty: 1205.280273
	Iteration 131Q: 3 clusters Score -2.172132e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242542 members 
Mstep: Class 2 contains 322603 members 
Entering Unmasked Estep 
Score: -21721432.000000 Penalty: 1205.280273
	Iteration 132Q: 3 clusters Score -2.172143e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242020 members 
Mstep: Class 2 contains 323125 members 
Entering Unmasked Estep 
Score: -21721532.000000 Penalty: 1205.280273
	Iteration 133Q: 3 clusters Score -2.172153e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241581 members 
Mstep: Class 2 contains 323564 members 
Entering Unmasked Estep 
Score: -21721848.000000 Penalty: 1205.280273
	Iteration 134Q: 3 clusters Score -2.172185e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241098 members 
Mstep: Class 2 contains 324047 members 
Entering Unmasked Estep 
Score: -21722178.000000 Penalty: 1205.280273
	Iteration 135Q: 3 clusters Score -2.172218e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240622 members 
Mstep: Class 2 contains 324523 members 
Entering Unmasked Estep 
Score: -21722484.000000 Penalty: 1205.280273
	Iteration 136Q: 3 clusters Score -2.172248e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240233 members 
Mstep: Class 2 contains 324912 members 
Entering Unmasked Estep 
Score: -21722608.000000 Penalty: 1205.280273
	Iteration 137Q: 3 clusters Score -2.172261e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239794 members 
Mstep: Class 2 contains 325351 members 
Entering Unmasked Estep 
Score: -21722868.000000 Penalty: 1205.280273
	Iteration 138Q: 3 clusters Score -2.172287e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239410 members 
Mstep: Class 2 contains 325735 members 
Entering Unmasked Estep 
Score: -21723078.000000 Penalty: 1205.280273
	Iteration 139Q: 3 clusters Score -2.172308e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239050 members 
Mstep: Class 2 contains 326095 members 
Entering Unmasked Estep 
Score: -21723284.000000 Penalty: 1205.280273
	Iteration 140F: 3 clusters Score -2.172328e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238757 members 
Mstep: Class 2 contains 326388 members 
Entering Unmasked Estep 
Score: -21723434.000000 Penalty: 1205.280273
	Iteration 141Q: 3 clusters Score -2.172343e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238395 members 
Mstep: Class 2 contains 326750 members 
Entering Unmasked Estep 
Score: -21723712.000000 Penalty: 1205.280273
	Iteration 142Q: 3 clusters Score -2.172371e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238091 members 
Mstep: Class 2 contains 327054 members 
Entering Unmasked Estep 
Score: -21723808.000000 Penalty: 1205.280273
	Iteration 143Q: 3 clusters Score -2.172381e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237844 members 
Mstep: Class 2 contains 327301 members 
Entering Unmasked Estep 
Score: -21723942.000000 Penalty: 1205.280273
	Iteration 144Q: 3 clusters Score -2.172394e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237531 members 
Mstep: Class 2 contains 327614 members 
Entering Unmasked Estep 
Score: -21724256.000000 Penalty: 1205.280273
	Iteration 145Q: 3 clusters Score -2.172426e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237262 members 
Mstep: Class 2 contains 327883 members 
Entering Unmasked Estep 
Score: -21724422.000000 Penalty: 1205.280273
	Iteration 146Q: 3 clusters Score -2.172442e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237062 members 
Mstep: Class 2 contains 328083 members 
Entering Unmasked Estep 
Score: -21724622.000000 Penalty: 1205.280273
	Iteration 147Q: 3 clusters Score -2.172462e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236933 members 
Mstep: Class 2 contains 328212 members 
Entering Unmasked Estep 
Score: -21724738.000000 Penalty: 1205.280273
	Iteration 148Q: 3 clusters Score -2.172474e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236809 members 
Mstep: Class 2 contains 328336 members 
Entering Unmasked Estep 
Score: -21724814.000000 Penalty: 1205.280273
	Iteration 149Q: 3 clusters Score -2.172481e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236666 members 
Mstep: Class 2 contains 328479 members 
Entering Unmasked Estep 
Score: -21725052.000000 Penalty: 1205.280273
	Iteration 150Q: 3 clusters Score -2.172505e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236542 members 
Mstep: Class 2 contains 328603 members 
Entering Unmasked Estep 
Score: -21725234.000000 Penalty: 1205.280273
	Iteration 151Q: 3 clusters Score -2.172523e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236407 members 
Mstep: Class 2 contains 328738 members 
Entering Unmasked Estep 
Score: -21725262.000000 Penalty: 1205.280273
	Iteration 152Q: 3 clusters Score -2.172526e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236283 members 
Mstep: Class 2 contains 328862 members 
Entering Unmasked Estep 
Score: -21725388.000000 Penalty: 1205.280273
	Iteration 153Q: 3 clusters Score -2.172539e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236258 members 
Mstep: Class 2 contains 328887 members 
Entering Unmasked Estep 
Score: -21725534.000000 Penalty: 1205.280273
	Iteration 154Q: 3 clusters Score -2.172553e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236241 members 
Mstep: Class 2 contains 328904 members 
Entering Unmasked Estep 
Score: -21725572.000000 Penalty: 1205.280273
	Iteration 155Q: 3 clusters Score -2.172557e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236165 members 
Mstep: Class 2 contains 328980 members 
Entering Unmasked Estep 
Score: -21725730.000000 Penalty: 1205.280273
	Iteration 156Q: 3 clusters Score -2.172573e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236110 members 
Mstep: Class 2 contains 329035 members 
Entering Unmasked Estep 
Score: -21725888.000000 Penalty: 1205.280273
	Iteration 157Q: 3 clusters Score -2.172589e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236047 members 
Mstep: Class 2 contains 329098 members 
Entering Unmasked Estep 
Score: -21726016.000000 Penalty: 1205.280273
	Iteration 158Q: 3 clusters Score -2.172602e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235937 members 
Mstep: Class 2 contains 329208 members 
Entering Unmasked Estep 
Score: -21726228.000000 Penalty: 1205.280273
	Iteration 159Q: 3 clusters Score -2.172623e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235762 members 
Mstep: Class 2 contains 329383 members 
Entering Unmasked Estep 
Score: -21726422.000000 Penalty: 1205.280273
	Iteration 160F: 3 clusters Score -2.172642e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235629 members 
Mstep: Class 2 contains 329516 members 
Entering Unmasked Estep 
Score: -21726556.000000 Penalty: 1205.280273
	Iteration 161Q: 3 clusters Score -2.172656e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235514 members 
Mstep: Class 2 contains 329631 members 
Entering Unmasked Estep 
Score: -21726678.000000 Penalty: 1205.280273
	Iteration 162Q: 3 clusters Score -2.172668e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235428 members 
Mstep: Class 2 contains 329717 members 
Entering Unmasked Estep 
Score: -21726720.000000 Penalty: 1205.280273
	Iteration 163Q: 3 clusters Score -2.172672e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235278 members 
Mstep: Class 2 contains 329867 members 
Entering Unmasked Estep 
Score: -21726824.000000 Penalty: 1205.280273
	Iteration 164Q: 3 clusters Score -2.172682e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235096 members 
Mstep: Class 2 contains 330049 members 
Entering Unmasked Estep 
Score: -21726996.000000 Penalty: 1205.280273
	Iteration 165Q: 3 clusters Score -2.1727e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234961 members 
Mstep: Class 2 contains 330184 members 
Entering Unmasked Estep 
Score: -21727148.000000 Penalty: 1205.280273
	Iteration 166Q: 3 clusters Score -2.172715e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234807 members 
Mstep: Class 2 contains 330338 members 
Entering Unmasked Estep 
Score: -21727328.000000 Penalty: 1205.280273
	Iteration 167Q: 3 clusters Score -2.172733e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234667 members 
Mstep: Class 2 contains 330478 members 
Entering Unmasked Estep 
Score: -21727538.000000 Penalty: 1205.280273
	Iteration 168Q: 3 clusters Score -2.172754e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234534 members 
Mstep: Class 2 contains 330611 members 
Entering Unmasked Estep 
Score: -21727542.000000 Penalty: 1205.280273
	Iteration 169Q: 3 clusters Score -2.172754e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234416 members 
Mstep: Class 2 contains 330729 members 
Entering Unmasked Estep 
Score: -21727780.000000 Penalty: 1205.280273
	Iteration 170Q: 3 clusters Score -2.172778e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234343 members 
Mstep: Class 2 contains 330802 members 
Entering Unmasked Estep 
Score: -21727922.000000 Penalty: 1205.280273
	Iteration 171Q: 3 clusters Score -2.172792e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234271 members 
Mstep: Class 2 contains 330874 members 
Entering Unmasked Estep 
Score: -21728040.000000 Penalty: 1205.280273
	Iteration 172Q: 3 clusters Score -2.172804e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234171 members 
Mstep: Class 2 contains 330974 members 
Entering Unmasked Estep 
Score: -21728062.000000 Penalty: 1205.280273
	Iteration 173Q: 3 clusters Score -2.172806e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234071 members 
Mstep: Class 2 contains 331074 members 
Entering Unmasked Estep 
Score: -21728108.000000 Penalty: 1205.280273
	Iteration 174Q: 3 clusters Score -2.172811e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233954 members 
Mstep: Class 2 contains 331191 members 
Entering Unmasked Estep 
Score: -21728154.000000 Penalty: 1205.280273
	Iteration 175Q: 3 clusters Score -2.172815e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233846 members 
Mstep: Class 2 contains 331299 members 
Entering Unmasked Estep 
Score: -21728334.000000 Penalty: 1205.280273
	Iteration 176Q: 3 clusters Score -2.172833e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233731 members 
Mstep: Class 2 contains 331414 members 
Entering Unmasked Estep 
Score: -21728478.000000 Penalty: 1205.280273
	Iteration 177Q: 3 clusters Score -2.172848e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233586 members 
Mstep: Class 2 contains 331559 members 
Entering Unmasked Estep 
Score: -21728662.000000 Penalty: 1205.280273
	Iteration 178Q: 3 clusters Score -2.172866e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233445 members 
Mstep: Class 2 contains 331700 members 
Entering Unmasked Estep 
Score: -21728712.000000 Penalty: 1205.280273
	Iteration 179Q: 3 clusters Score -2.172871e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233260 members 
Mstep: Class 2 contains 331885 members 
Entering Unmasked Estep 
Score: -21728754.000000 Penalty: 1205.280273
	Iteration 180F: 3 clusters Score -2.172875e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233102 members 
Mstep: Class 2 contains 332043 members 
Entering Unmasked Estep 
Score: -21728874.000000 Penalty: 1205.280273
	Iteration 181Q: 3 clusters Score -2.172887e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232978 members 
Mstep: Class 2 contains 332167 members 
Entering Unmasked Estep 
Score: -21728980.000000 Penalty: 1205.280273
	Iteration 182Q: 3 clusters Score -2.172898e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232813 members 
Mstep: Class 2 contains 332332 members 
Entering Unmasked Estep 
Score: -21729024.000000 Penalty: 1205.280273
	Iteration 183Q: 3 clusters Score -2.172902e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232643 members 
Mstep: Class 2 contains 332502 members 
Entering Unmasked Estep 
Score: -21729022.000000 Penalty: 1205.280273
	Iteration 184Q: 3 clusters Score -2.172902e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232460 members 
Mstep: Class 2 contains 332685 members 
Entering Unmasked Estep 
Score: -21729068.000000 Penalty: 1205.280273
	Iteration 185Q: 3 clusters Score -2.172907e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232289 members 
Mstep: Class 2 contains 332856 members 
Entering Unmasked Estep 
Score: -21729116.000000 Penalty: 1205.280273
	Iteration 186Q: 3 clusters Score -2.172912e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232144 members 
Mstep: Class 2 contains 333001 members 
Entering Unmasked Estep 
Score: -21729196.000000 Penalty: 1205.280273
	Iteration 187Q: 3 clusters Score -2.17292e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231974 members 
Mstep: Class 2 contains 333171 members 
Entering Unmasked Estep 
Score: -21729218.000000 Penalty: 1205.280273
	Iteration 188Q: 3 clusters Score -2.172922e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231825 members 
Mstep: Class 2 contains 333320 members 
Entering Unmasked Estep 
Score: -21729238.000000 Penalty: 1205.280273
	Iteration 189Q: 3 clusters Score -2.172924e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231654 members 
Mstep: Class 2 contains 333491 members 
Entering Unmasked Estep 
Score: -21729350.000000 Penalty: 1205.280273
	Iteration 190Q: 3 clusters Score -2.172935e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231490 members 
Mstep: Class 2 contains 333655 members 
Entering Unmasked Estep 
Score: -21729348.000000 Penalty: 1205.280273
	Iteration 191Q: 3 clusters Score -2.172935e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231365 members 
Mstep: Class 2 contains 333780 members 
Entering Unmasked Estep 
Score: -21729352.000000 Penalty: 1205.280273
	Iteration 192Q: 3 clusters Score -2.172935e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231237 members 
Mstep: Class 2 contains 333908 members 
Entering Unmasked Estep 
Score: -21729366.000000 Penalty: 1205.280273
	Iteration 193Q: 3 clusters Score -2.172937e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231137 members 
Mstep: Class 2 contains 334008 members 
Entering Unmasked Estep 
Score: -21729350.000000 Penalty: 1205.280273
	Iteration 194Q: 3 clusters Score -2.172935e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231016 members 
Mstep: Class 2 contains 334129 members 
Entering Unmasked Estep 
Score: -21729380.000000 Penalty: 1205.280273
	Iteration 195Q: 3 clusters Score -2.172938e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230903 members 
Mstep: Class 2 contains 334242 members 
Entering Unmasked Estep 
Score: -21729414.000000 Penalty: 1205.280273
	Iteration 196Q: 3 clusters Score -2.172941e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230774 members 
Mstep: Class 2 contains 334371 members 
Entering Unmasked Estep 
Score: -21729428.000000 Penalty: 1205.280273
	Iteration 197Q: 3 clusters Score -2.172943e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230639 members 
Mstep: Class 2 contains 334506 members 
Entering Unmasked Estep 
Score: -21729476.000000 Penalty: 1205.280273
	Iteration 198Q: 3 clusters Score -2.172948e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230490 members 
Mstep: Class 2 contains 334655 members 
Entering Unmasked Estep 
Score: -21729490.000000 Penalty: 1205.280273
	Iteration 199Q: 3 clusters Score -2.172949e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230341 members 
Mstep: Class 2 contains 334804 members 
Entering Unmasked Estep 
Score: -21729502.000000 Penalty: 1205.280273
	Iteration 200F: 3 clusters Score -2.17295e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230181 members 
Mstep: Class 2 contains 334964 members 
Entering Unmasked Estep 
Score: -21729536.000000 Penalty: 1205.280273
	Iteration 201Q: 3 clusters Score -2.172954e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230092 members 
Mstep: Class 2 contains 335053 members 
Entering Unmasked Estep 
Score: -21729502.000000 Penalty: 1205.280273
	Iteration 202Q: 3 clusters Score -2.17295e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230028 members 
Mstep: Class 2 contains 335117 members 
Entering Unmasked Estep 
Score: -21729542.000000 Penalty: 1205.280273
	Iteration 203Q: 3 clusters Score -2.172954e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229955 members 
Mstep: Class 2 contains 335190 members 
Entering Unmasked Estep 
Score: -21729558.000000 Penalty: 1205.280273
	Iteration 204Q: 3 clusters Score -2.172956e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229887 members 
Mstep: Class 2 contains 335258 members 
Entering Unmasked Estep 
Score: -21729580.000000 Penalty: 1205.280273
	Iteration 205Q: 3 clusters Score -2.172958e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229858 members 
Mstep: Class 2 contains 335287 members 
Entering Unmasked Estep 
Score: -21729612.000000 Penalty: 1205.280273
	Iteration 206Q: 3 clusters Score -2.172961e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229789 members 
Mstep: Class 2 contains 335356 members 
Entering Unmasked Estep 
Score: -21729592.000000 Penalty: 1205.280273
	Iteration 207Q: 3 clusters Score -2.172959e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229706 members 
Mstep: Class 2 contains 335439 members 
Entering Unmasked Estep 
Score: -21729594.000000 Penalty: 1205.280273
	Iteration 208Q: 3 clusters Score -2.172959e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229646 members 
Mstep: Class 2 contains 335499 members 
Entering Unmasked Estep 
Score: -21729654.000000 Penalty: 1205.280273
	Iteration 209Q: 3 clusters Score -2.172965e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229613 members 
Mstep: Class 2 contains 335532 members 
Entering Unmasked Estep 
Score: -21729648.000000 Penalty: 1205.280273
	Iteration 210Q: 3 clusters Score -2.172965e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229574 members 
Mstep: Class 2 contains 335571 members 
Entering Unmasked Estep 
Score: -21729616.000000 Penalty: 1205.280273
	Iteration 211Q: 3 clusters Score -2.172962e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229564 members 
Mstep: Class 2 contains 335581 members 
Entering Unmasked Estep 
Score: -21729652.000000 Penalty: 1205.280273
	Iteration 212Q: 3 clusters Score -2.172965e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229559 members 
Mstep: Class 2 contains 335586 members 
Entering Unmasked Estep 
Score: -21729688.000000 Penalty: 1205.280273
	Iteration 213Q: 3 clusters Score -2.172969e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229547 members 
Mstep: Class 2 contains 335598 members 
Entering Unmasked Estep 
Score: -21729664.000000 Penalty: 1205.280273
	Iteration 214Q: 3 clusters Score -2.172966e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229534 members 
Mstep: Class 2 contains 335611 members 
Entering Unmasked Estep 
Score: -21729662.000000 Penalty: 1205.280273
	Iteration 215Q: 3 clusters Score -2.172966e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229503 members 
Mstep: Class 2 contains 335642 members 
Entering Unmasked Estep 
Score: -21729634.000000 Penalty: 1205.280273
	Iteration 216Q: 3 clusters Score -2.172963e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229463 members 
Mstep: Class 2 contains 335682 members 
Entering Unmasked Estep 
Score: -21729660.000000 Penalty: 1205.280273
	Iteration 217Q: 3 clusters Score -2.172966e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229460 members 
Mstep: Class 2 contains 335685 members 
Entering Unmasked Estep 
Score: -21729676.000000 Penalty: 1205.280273
	Iteration 218Q: 3 clusters Score -2.172968e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229462 members 
Mstep: Class 2 contains 335683 members 
Entering Unmasked Estep 
Score: -21729674.000000 Penalty: 1205.280273
	Iteration 219Q: 3 clusters Score -2.172967e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229446 members 
Mstep: Class 2 contains 335699 members 
Entering Unmasked Estep 
Score: -21729690.000000 Penalty: 1205.280273
	Iteration 220F: 3 clusters Score -2.172969e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229428 members 
Mstep: Class 2 contains 335717 members 
Entering Unmasked Estep 
Score: -21729718.000000 Penalty: 1205.280273
	Iteration 221Q: 3 clusters Score -2.172972e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229421 members 
Mstep: Class 2 contains 335724 members 
Entering Unmasked Estep 
Score: -21729664.000000 Penalty: 1205.280273
	Iteration 222Q: 3 clusters Score -2.172966e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229422 members 
Mstep: Class 2 contains 335723 members 
Entering Unmasked Estep 
Score: -21729660.000000 Penalty: 1205.280273
	Iteration 223Q: 3 clusters Score -2.172966e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229428 members 
Mstep: Class 2 contains 335717 members 
Entering Unmasked Estep 
Score: -21729638.000000 Penalty: 1205.280273
	Iteration 224Q: 3 clusters Score -2.172964e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229446 members 
Mstep: Class 2 contains 335699 members 
Entering Unmasked Estep 
Score: -21729654.000000 Penalty: 1205.280273
	Iteration 225Q: 3 clusters Score -2.172965e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229453 members 
Mstep: Class 2 contains 335692 members 
Entering Unmasked Estep 
Score: -21729638.000000 Penalty: 1205.280273
	Iteration 226Q: 3 clusters Score -2.172964e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229468 members 
Mstep: Class 2 contains 335677 members 
Entering Unmasked Estep 
Score: -21729632.000000 Penalty: 1205.280273
	Iteration 227Q: 3 clusters Score -2.172963e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229474 members 
Mstep: Class 2 contains 335671 members 
Entering Unmasked Estep 
Score: -21729642.000000 Penalty: 1205.280273
	Iteration 228Q: 3 clusters Score -2.172964e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229492 members 
Mstep: Class 2 contains 335653 members 
Entering Unmasked Estep 
Score: -21729656.000000 Penalty: 1205.280273
	Iteration 229Q: 3 clusters Score -2.172966e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229506 members 
Mstep: Class 2 contains 335639 members 
Entering Unmasked Estep 
Score: -21729624.000000 Penalty: 1205.280273
	Iteration 230Q: 3 clusters Score -2.172962e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229526 members 
Mstep: Class 2 contains 335619 members 
Entering Unmasked Estep 
Score: -21729618.000000 Penalty: 1205.280273
	Iteration 231Q: 3 clusters Score -2.172962e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229558 members 
Mstep: Class 2 contains 335587 members 
Entering Unmasked Estep 
Score: -21729614.000000 Penalty: 1205.280273
	Iteration 232Q: 3 clusters Score -2.172961e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229585 members 
Mstep: Class 2 contains 335560 members 
Entering Unmasked Estep 
Score: -21729618.000000 Penalty: 1205.280273
	Iteration 233Q: 3 clusters Score -2.172962e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229598 members 
Mstep: Class 2 contains 335547 members 
Entering Unmasked Estep 
Score: -21729622.000000 Penalty: 1205.280273
	Iteration 234Q: 3 clusters Score -2.172962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229599 members 
Mstep: Class 2 contains 335546 members 
Entering Unmasked Estep 
Score: -21729602.000000 Penalty: 1205.280273
	Iteration 235Q: 3 clusters Score -2.17296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229608 members 
Mstep: Class 2 contains 335537 members 
Entering Unmasked Estep 
Score: -21729624.000000 Penalty: 1205.280273
	Iteration 236Q: 3 clusters Score -2.172962e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229620 members 
Mstep: Class 2 contains 335525 members 
Entering Unmasked Estep 
Score: -21729610.000000 Penalty: 1205.280273
	Iteration 237Q: 3 clusters Score -2.172961e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229632 members 
Mstep: Class 2 contains 335513 members 
Entering Unmasked Estep 
Score: -21729622.000000 Penalty: 1205.280273
	Iteration 238Q: 3 clusters Score -2.172962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229643 members 
Mstep: Class 2 contains 335502 members 
Entering Unmasked Estep 
Score: -21729604.000000 Penalty: 1205.280273
	Iteration 239Q: 3 clusters Score -2.17296e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229659 members 
Mstep: Class 2 contains 335486 members 
Entering Unmasked Estep 
Score: -21729606.000000 Penalty: 1205.280273
	Iteration 240F: 3 clusters Score -2.172961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229666 members 
Mstep: Class 2 contains 335479 members 
Entering Unmasked Estep 
Score: -21729614.000000 Penalty: 1205.280273
	Iteration 241Q: 3 clusters Score -2.172961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229671 members 
Mstep: Class 2 contains 335474 members 
Entering Unmasked Estep 
Score: -21729612.000000 Penalty: 1205.280273
	Iteration 242Q: 3 clusters Score -2.172961e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229673 members 
Mstep: Class 2 contains 335472 members 
Entering Unmasked Estep 
Score: -21729612.000000 Penalty: 1205.280273
	Iteration 243Q: 3 clusters Score -2.172961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229672 members 
Mstep: Class 2 contains 335473 members 
Entering Unmasked Estep 
Score: -21729628.000000 Penalty: 1205.280273
	Iteration 244Q: 3 clusters Score -2.172963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229675 members 
Mstep: Class 2 contains 335470 members 
Entering Unmasked Estep 
Score: -21729610.000000 Penalty: 1205.280273
	Iteration 245Q: 3 clusters Score -2.172961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229677 members 
Mstep: Class 2 contains 335468 members 
Entering Unmasked Estep 
Score: -21729622.000000 Penalty: 1205.280273
	Iteration 246Q: 3 clusters Score -2.172962e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229677 members 
Mstep: Class 2 contains 335468 members 
Entering Unmasked Estep 
Score: -21729622.000000 Penalty: 1205.280273
	Iteration 247Q: 3 clusters Score -2.172962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229680 members 
Mstep: Class 2 contains 335465 members 
Entering Unmasked Estep 
Score: -21729630.000000 Penalty: 1205.280273
	Iteration 248Q: 3 clusters Score -2.172963e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229676 members 
Mstep: Class 2 contains 335469 members 
Entering Unmasked Estep 
Score: -21729638.000000 Penalty: 1205.280273
	Iteration 249Q: 3 clusters Score -2.172964e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229664 members 
Mstep: Class 2 contains 335481 members 
Entering Unmasked Estep 
Score: -21729632.000000 Penalty: 1205.280273
	Iteration 250Q: 3 clusters Score -2.172963e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229660 members 
Mstep: Class 2 contains 335485 members 
Entering Unmasked Estep 
Score: -21729636.000000 Penalty: 1205.280273
	Iteration 251Q: 3 clusters Score -2.172964e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229654 members 
Mstep: Class 2 contains 335491 members 
Entering Unmasked Estep 
Score: -21729638.000000 Penalty: 1205.280273
	Iteration 252Q: 3 clusters Score -2.172964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229651 members 
Mstep: Class 2 contains 335494 members 
Entering Unmasked Estep 
Score: -21729636.000000 Penalty: 1205.280273
	Iteration 253Q: 3 clusters Score -2.172964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229653 members 
Mstep: Class 2 contains 335492 members 
Entering Unmasked Estep 
Score: -21729646.000000 Penalty: 1205.280273
	Iteration 254Q: 3 clusters Score -2.172965e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229646 members 
Mstep: Class 2 contains 335499 members 
Entering Unmasked Estep 
Score: -21729624.000000 Penalty: 1205.280273
	Iteration 255Q: 3 clusters Score -2.172962e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229641 members 
Mstep: Class 2 contains 335504 members 
Entering Unmasked Estep 
Score: -21729632.000000 Penalty: 1205.280273
	Iteration 256Q: 3 clusters Score -2.172963e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229633 members 
Mstep: Class 2 contains 335512 members 
Entering Unmasked Estep 
Score: -21729632.000000 Penalty: 1205.280273
	Iteration 257Q: 3 clusters Score -2.172963e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229622 members 
Mstep: Class 2 contains 335523 members 
Entering Unmasked Estep 
Score: -21729636.000000 Penalty: 1205.280273
	Iteration 258Q: 3 clusters Score -2.172964e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229611 members 
Mstep: Class 2 contains 335534 members 
Entering Unmasked Estep 
Score: -21729634.000000 Penalty: 1205.280273
	Iteration 259Q: 3 clusters Score -2.172963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229600 members 
Mstep: Class 2 contains 335545 members 
Entering Unmasked Estep 
Score: -21729640.000000 Penalty: 1205.280273
	Iteration 260F: 3 clusters Score -2.172964e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229591 members 
Mstep: Class 2 contains 335554 members 
Entering Unmasked Estep 
Score: -21729636.000000 Penalty: 1205.280273
	Iteration 261Q: 3 clusters Score -2.172964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229594 members 
Mstep: Class 2 contains 335551 members 
Entering Unmasked Estep 
Score: -21729634.000000 Penalty: 1205.280273
	Iteration 262Q: 3 clusters Score -2.172963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229597 members 
Mstep: Class 2 contains 335548 members 
Entering Unmasked Estep 
Score: -21729636.000000 Penalty: 1205.280273
	Iteration 263Q: 3 clusters Score -2.172964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229595 members 
Mstep: Class 2 contains 335550 members 
Entering Unmasked Estep 
Score: -21729630.000000 Penalty: 1205.280273
	Iteration 264Q: 3 clusters Score -2.172963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229593 members 
Mstep: Class 2 contains 335552 members 
Entering Unmasked Estep 
Score: -21729638.000000 Penalty: 1205.280273
	Iteration 265Q: 3 clusters Score -2.172964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229591 members 
Mstep: Class 2 contains 335554 members 
Entering Unmasked Estep 
Score: -21729642.000000 Penalty: 1205.280273
	Iteration 266Q: 3 clusters Score -2.172964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229592 members 
Mstep: Class 2 contains 335553 members 
Entering Unmasked Estep 
Score: -21729638.000000 Penalty: 1205.280273
	Iteration 267Q: 3 clusters Score -2.172964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229590 members 
Mstep: Class 2 contains 335555 members 
Entering Unmasked Estep 
Score: -21729626.000000 Penalty: 1205.280273
	Iteration 268Q: 3 clusters Score -2.172963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229588 members 
Mstep: Class 2 contains 335557 members 
Entering Unmasked Estep 
Score: -21729634.000000 Penalty: 1205.280273
	Iteration 269Q: 3 clusters Score -2.172963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229589 members 
Mstep: Class 2 contains 335556 members 
Entering Unmasked Estep 
Score: -21729630.000000 Penalty: 1205.280273
	Iteration 270Q: 3 clusters Score -2.172963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229589 members 
Mstep: Class 2 contains 335556 members 
Entering Unmasked Estep 
Score: -21729630.000000 Penalty: 1205.280273
	Iteration 271F: 3 clusters Score -2.172963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Entering Unmasked Estep 
Score: -294608.437500 Penalty: 408.820648
	Iteration 0F: 2 clusters Score -294608.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -289253.593750 Penalty: 817.641296
	Iteration 0F: 3 clusters Score -289253.6 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -291432.687500 Penalty: 817.641296
	Iteration 1F: 3 clusters Score -291432.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -291728.968750 Penalty: 817.641296
	Iteration 2F: 3 clusters Score -291729 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -292127.843750 Penalty: 817.641296
	Iteration 3F: 3 clusters Score -292127.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -292618.875000 Penalty: 817.641296
	Iteration 4F: 3 clusters Score -292618.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -293072.468750 Penalty: 817.641296
	Iteration 5F: 3 clusters Score -293072.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -293416.375000 Penalty: 817.641296
	Iteration 6F: 3 clusters Score -293416.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -293611.812500 Penalty: 817.641296
	Iteration 7Q: 3 clusters Score -293611.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -293707.718750 Penalty: 817.641296
	Iteration 8Q: 3 clusters Score -293707.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -293772.687500 Penalty: 817.641296
	Iteration 9Q: 3 clusters Score -293772.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -293823.437500 Penalty: 817.641296
	Iteration 10Q: 3 clusters Score -293823.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -293871.218750 Penalty: 817.641296
	Iteration 11Q: 3 clusters Score -293871.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -293914.812500 Penalty: 817.641296
	Iteration 12Q: 3 clusters Score -293914.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -293954.125000 Penalty: 817.641296
	Iteration 13Q: 3 clusters Score -293954.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -293995.312500 Penalty: 817.641296
	Iteration 14Q: 3 clusters Score -293995.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -294023.906250 Penalty: 817.641296
	Iteration 15Q: 3 clusters Score -294023.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -294044.250000 Penalty: 817.641296
	Iteration 16Q: 3 clusters Score -294044.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -294062.375000 Penalty: 817.641296
	Iteration 17Q: 3 clusters Score -294062.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -294078.312500 Penalty: 817.641296
	Iteration 18Q: 3 clusters Score -294078.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -294090.906250 Penalty: 817.641296
	Iteration 19Q: 3 clusters Score -294090.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -294102.781250 Penalty: 817.641296
	Iteration 20F: 3 clusters Score -294102.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -294116.312500 Penalty: 817.641296
	Iteration 21Q: 3 clusters Score -294116.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -294126.812500 Penalty: 817.641296
	Iteration 22Q: 3 clusters Score -294126.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -294136.687500 Penalty: 817.641296
	Iteration 23Q: 3 clusters Score -294136.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -294147.968750 Penalty: 817.641296
	Iteration 24Q: 3 clusters Score -294148 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -294164.406250 Penalty: 817.641296
	Iteration 25Q: 3 clusters Score -294164.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -294183.812500 Penalty: 817.641296
	Iteration 26Q: 3 clusters Score -294183.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -294199.718750 Penalty: 817.641296
	Iteration 27Q: 3 clusters Score -294199.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -294221.843750 Penalty: 817.641296
	Iteration 28Q: 3 clusters Score -294221.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -294243.718750 Penalty: 817.641296
	Iteration 29Q: 3 clusters Score -294243.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -294259.187500 Penalty: 817.641296
	Iteration 30Q: 3 clusters Score -294259.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -294281.093750 Penalty: 817.641296
	Iteration 31Q: 3 clusters Score -294281.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -294302.937500 Penalty: 817.641296
	Iteration 32Q: 3 clusters Score -294302.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -294318.812500 Penalty: 817.641296
	Iteration 33Q: 3 clusters Score -294318.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -294332.156250 Penalty: 817.641296
	Iteration 34Q: 3 clusters Score -294332.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -294345.562500 Penalty: 817.641296
	Iteration 35Q: 3 clusters Score -294345.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -294350.156250 Penalty: 817.641296
	Iteration 36Q: 3 clusters Score -294350.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -294352.812500 Penalty: 817.641296
	Iteration 37Q: 3 clusters Score -294352.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -294355.531250 Penalty: 817.641296
	Iteration 38Q: 3 clusters Score -294355.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -294358.906250 Penalty: 817.641296
	Iteration 39Q: 3 clusters Score -294358.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -294359.843750 Penalty: 817.641296
	Iteration 40F: 3 clusters Score -294359.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -294360.968750 Penalty: 817.641296
	Iteration 41Q: 3 clusters Score -294361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -294362.531250 Penalty: 817.641296
	Iteration 42Q: 3 clusters Score -294362.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -294364.906250 Penalty: 817.641296
	Iteration 43Q: 3 clusters Score -294364.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -294365.156250 Penalty: 817.641296
	Iteration 44Q: 3 clusters Score -294365.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -294365.250000 Penalty: 817.641296
	Iteration 45Q: 3 clusters Score -294365.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -294365.562500 Penalty: 817.641296
	Iteration 46Q: 3 clusters Score -294365.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -294365.656250 Penalty: 817.641296
	Iteration 47Q: 3 clusters Score -294365.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -294366.156250 Penalty: 817.641296
	Iteration 48Q: 3 clusters Score -294366.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -294366.250000 Penalty: 817.641296
	Iteration 49Q: 3 clusters Score -294366.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -294367.437500 Penalty: 817.641296
	Iteration 50Q: 3 clusters Score -294367.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -294368.406250 Penalty: 817.641296
	Iteration 51Q: 3 clusters Score -294368.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -294369.625000 Penalty: 817.641296
	Iteration 52Q: 3 clusters Score -294369.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -294370.875000 Penalty: 817.641296
	Iteration 53Q: 3 clusters Score -294370.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -294371.437500 Penalty: 817.641296
	Iteration 54Q: 3 clusters Score -294371.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -294373.062500 Penalty: 817.641296
	Iteration 55Q: 3 clusters Score -294373.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -294373.500000 Penalty: 817.641296
	Iteration 56Q: 3 clusters Score -294373.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -294373.687500 Penalty: 817.641296
	Iteration 57Q: 3 clusters Score -294373.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -294373.687500 Penalty: 817.641296
	Iteration 58F: 3 clusters Score -294373.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (119461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119461 members 
Entering Unmasked Estep 
Score: -4575733.500000 Penalty: 531.928894
	Iteration 0F: 2 clusters Score -4575734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59729 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -4495259.000000 Penalty: 1063.857788
	Iteration 0F: 3 clusters Score -4495259 nChanged 58392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63005 members 
Mstep: Class 2 contains 56456 members 
Entering Unmasked Estep 
Score: -4531442.000000 Penalty: 1063.857788
	Iteration 1F: 3 clusters Score -4531442 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65027 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -4533980.000000 Penalty: 1063.857788
	Iteration 2F: 3 clusters Score -4533980 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67610 members 
Mstep: Class 2 contains 51851 members 
Entering Unmasked Estep 
Score: -4537130.500000 Penalty: 1063.857788
	Iteration 3F: 3 clusters Score -4537130 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70739 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -4540400.000000 Penalty: 1063.857788
	Iteration 4F: 3 clusters Score -4540400 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74390 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -4543540.000000 Penalty: 1063.857788
	Iteration 5F: 3 clusters Score -4543540 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78575 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -4546781.000000 Penalty: 1063.857788
	Iteration 6F: 3 clusters Score -4546781 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83255 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -4550407.500000 Penalty: 1063.857788
	Iteration 7Q: 3 clusters Score -4550408 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88152 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -4554242.000000 Penalty: 1063.857788
	Iteration 8Q: 3 clusters Score -4554242 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92733 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -4558235.500000 Penalty: 1063.857788
	Iteration 9Q: 3 clusters Score -4558236 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96731 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -4561624.500000 Penalty: 1063.857788
	Iteration 10Q: 3 clusters Score -4561624 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99946 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -4563884.500000 Penalty: 1063.857788
	Iteration 11Q: 3 clusters Score -4563884 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102766 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -4565600.500000 Penalty: 1063.857788
	Iteration 12Q: 3 clusters Score -4565600 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105450 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -4567101.000000 Penalty: 1063.857788
	Iteration 13Q: 3 clusters Score -4567101 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107930 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -4568515.000000 Penalty: 1063.857788
	Iteration 14Q: 3 clusters Score -4568515 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110183 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -4569763.500000 Penalty: 1063.857788
	Iteration 15Q: 3 clusters Score -4569764 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112125 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -4570882.500000 Penalty: 1063.857788
	Iteration 16Q: 3 clusters Score -4570882 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113828 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -4571883.000000 Penalty: 1063.857788
	Iteration 17Q: 3 clusters Score -4571883 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115257 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -4572789.000000 Penalty: 1063.857788
	Iteration 18Q: 3 clusters Score -4572789 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116404 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -4573515.500000 Penalty: 1063.857788
	Iteration 19Q: 3 clusters Score -4573516 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117309 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4574126.500000 Penalty: 1063.857788
	Iteration 20F: 3 clusters Score -4574126 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117967 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4574501.500000 Penalty: 1063.857788
	Iteration 21Q: 3 clusters Score -4574502 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118444 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4574790.000000 Penalty: 1063.857788
	Iteration 22Q: 3 clusters Score -4574790 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118757 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4574994.000000 Penalty: 1063.857788
	Iteration 23Q: 3 clusters Score -4574994 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118953 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4575106.000000 Penalty: 1063.857788
	Iteration 24Q: 3 clusters Score -4575106 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119067 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4575181.000000 Penalty: 1063.857788
	Iteration 25Q: 3 clusters Score -4575181 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119130 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4575209.000000 Penalty: 1063.857788
	Iteration 26Q: 3 clusters Score -4575209 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119180 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4575246.500000 Penalty: 1063.857788
	Iteration 27Q: 3 clusters Score -4575246 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119222 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4575295.000000 Penalty: 1063.857788
	Iteration 28Q: 3 clusters Score -4575295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119246 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4575331.500000 Penalty: 1063.857788
	Iteration 29Q: 3 clusters Score -4575332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119253 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4575364.500000 Penalty: 1063.857788
	Iteration 30Q: 3 clusters Score -4575364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119257 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4575389.000000 Penalty: 1063.857788
	Iteration 31Q: 3 clusters Score -4575389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119265 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4575403.000000 Penalty: 1063.857788
	Iteration 32Q: 3 clusters Score -4575403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119268 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4575418.000000 Penalty: 1063.857788
	Iteration 33Q: 3 clusters Score -4575418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119272 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4575430.000000 Penalty: 1063.857788
	Iteration 34Q: 3 clusters Score -4575430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119268 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4575434.000000 Penalty: 1063.857788
	Iteration 35Q: 3 clusters Score -4575434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119263 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4575441.500000 Penalty: 1063.857788
	Iteration 36Q: 3 clusters Score -4575442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119262 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4575444.000000 Penalty: 1063.857788
	Iteration 37Q: 3 clusters Score -4575444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119262 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4575446.000000 Penalty: 1063.857788
	Iteration 38Q: 3 clusters Score -4575446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119267 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4575456.000000 Penalty: 1063.857788
	Iteration 39Q: 3 clusters Score -4575456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119268 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4575466.000000 Penalty: 1063.857788
	Iteration 40F: 3 clusters Score -4575466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119258 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4575473.000000 Penalty: 1063.857788
	Iteration 41Q: 3 clusters Score -4575473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119257 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4575473.500000 Penalty: 1063.857788
	Iteration 42Q: 3 clusters Score -4575474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119253 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4575481.500000 Penalty: 1063.857788
	Iteration 43Q: 3 clusters Score -4575482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119248 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4575480.500000 Penalty: 1063.857788
	Iteration 44Q: 3 clusters Score -4575480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119246 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4575482.500000 Penalty: 1063.857788
	Iteration 45Q: 3 clusters Score -4575482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119246 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4575482.500000 Penalty: 1063.857788
	Iteration 46F: 3 clusters Score -4575482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Entering Unmasked Estep 
Score: -55079.296875 Penalty: 338.766479
	Iteration 0F: 2 clusters Score -55079.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -53846.949219 Penalty: 677.532959
	Iteration 0F: 3 clusters Score -53846.95 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -54559.562500 Penalty: 677.532959
	Iteration 1F: 3 clusters Score -54559.56 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -55033.808594 Penalty: 677.532959
	Iteration 2F: 3 clusters Score -55033.81 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -55227.015625 Penalty: 677.532959
	Iteration 3F: 3 clusters Score -55227.02 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -55310.097656 Penalty: 677.532959
	Iteration 4Q: 3 clusters Score -55310.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -55355.140625 Penalty: 677.532959
	Iteration 5Q: 3 clusters Score -55355.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -55374.507812 Penalty: 677.532959
	Iteration 6Q: 3 clusters Score -55374.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -55386.679688 Penalty: 677.532959
	Iteration 7Q: 3 clusters Score -55386.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -55398.664062 Penalty: 677.532959
	Iteration 8Q: 3 clusters Score -55398.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -55407.960938 Penalty: 677.532959
	Iteration 9Q: 3 clusters Score -55407.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -55413.359375 Penalty: 677.532959
	Iteration 10Q: 3 clusters Score -55413.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -55416.468750 Penalty: 677.532959
	Iteration 11Q: 3 clusters Score -55416.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -55419.542969 Penalty: 677.532959
	Iteration 12Q: 3 clusters Score -55419.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -55423.765625 Penalty: 677.532959
	Iteration 13Q: 3 clusters Score -55423.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -55427.046875 Penalty: 677.532959
	Iteration 14Q: 3 clusters Score -55427.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -55430.160156 Penalty: 677.532959
	Iteration 15Q: 3 clusters Score -55430.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -55433.757812 Penalty: 677.532959
	Iteration 16Q: 3 clusters Score -55433.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -55437.007812 Penalty: 677.532959
	Iteration 17Q: 3 clusters Score -55437.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -55439.386719 Penalty: 677.532959
	Iteration 18Q: 3 clusters Score -55439.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -55441.230469 Penalty: 677.532959
	Iteration 19Q: 3 clusters Score -55441.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -55441.929688 Penalty: 677.532959
	Iteration 20F: 3 clusters Score -55441.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -55442.539062 Penalty: 677.532959
	Iteration 21Q: 3 clusters Score -55442.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -55443.863281 Penalty: 677.532959
	Iteration 22Q: 3 clusters Score -55443.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -55444.085938 Penalty: 677.532959
	Iteration 23Q: 3 clusters Score -55444.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -55444.207031 Penalty: 677.532959
	Iteration 24Q: 3 clusters Score -55444.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -55444.207031 Penalty: 677.532959
	Iteration 25F: 3 clusters Score -55444.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 21748 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 477367 members 
Mstep: Class 5 contains 12725 members 
Mstep: Class 6 contains 1802 members 
Mstep: Class 7 contains 11124 members 
Mstep: Class 8 contains 13161 members 
Mstep: Class 9 contains 6722 members 
Mstep: Class 10 contains 5609 members 
Mstep: Class 11 contains 8584 members 
Mstep: Class 12 contains 565145 members 
Mstep: Class 13 contains 7983 members 
Mstep: Class 14 contains 119461 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 13756 members 
Mstep: Class 18 contains 1093 members 
Mstep: Class 19 contains 2420 members 
Mstep: Class 20 contains 1755 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 14192 members 
Mstep: Class 23 contains 8043 members 
Mstep: Class 24 contains 6690 members 
Mstep: Class 25 contains 4079 members 
Mstep: Class 26 contains 12659 members 
Mstep: Class 27 contains 4208 members 
Mstep: Class 28 contains 6807 members 
Mstep: Class 29 contains 25807 members 
Mstep: Class 30 contains 1798 members 
Mstep: Class 31 contains 14476 members 
Mstep: Class 32 contains 3223 members 
Mstep: Class 33 contains 586 members 
Mstep: Class 34 contains 568 members 
Mstep: Class 35 contains 972 members 
Entering Unmasked Estep 
Score: -50349764.000000 Penalty: 22523.314453
Splitting cluster 15 changes total score from -50335852.000000 to -50349764.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 16 (950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Entering Unmasked Estep 
Score: -33093.847656 Penalty: 311.969025
	Iteration 0F: 2 clusters Score -33093.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -32313.716797 Penalty: 623.938049
	Iteration 0F: 3 clusters Score -32313.72 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -32537.117188 Penalty: 623.938049
	Iteration 1F: 3 clusters Score -32537.12 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -32634.269531 Penalty: 623.938049
	Iteration 2F: 3 clusters Score -32634.27 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -32712.363281 Penalty: 623.938049
	Iteration 3F: 3 clusters Score -32712.36 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -32766.488281 Penalty: 623.938049
	Iteration 4F: 3 clusters Score -32766.49 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -32800.128906 Penalty: 623.938049
	Iteration 5Q: 3 clusters Score -32800.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -32822.730469 Penalty: 623.938049
	Iteration 6Q: 3 clusters Score -32822.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -32838.984375 Penalty: 623.938049
	Iteration 7Q: 3 clusters Score -32838.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -32859.390625 Penalty: 623.938049
	Iteration 8Q: 3 clusters Score -32859.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -32876.039062 Penalty: 623.938049
	Iteration 9Q: 3 clusters Score -32876.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -32885.324219 Penalty: 623.938049
	Iteration 10Q: 3 clusters Score -32885.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -32891.296875 Penalty: 623.938049
	Iteration 11Q: 3 clusters Score -32891.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -32896.589844 Penalty: 623.938049
	Iteration 12Q: 3 clusters Score -32896.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -32899.015625 Penalty: 623.938049
	Iteration 13Q: 3 clusters Score -32899.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -32901.074219 Penalty: 623.938049
	Iteration 14Q: 3 clusters Score -32901.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -32905.503906 Penalty: 623.938049
	Iteration 15Q: 3 clusters Score -32905.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -32907.199219 Penalty: 623.938049
	Iteration 16Q: 3 clusters Score -32907.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -32907.703125 Penalty: 623.938049
	Iteration 17Q: 3 clusters Score -32907.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -32908.167969 Penalty: 623.938049
	Iteration 18Q: 3 clusters Score -32908.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -32908.308594 Penalty: 623.938049
	Iteration 19Q: 3 clusters Score -32908.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -32908.308594 Penalty: 623.938049
	Iteration 20F: 3 clusters Score -32908.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Entering Unmasked Estep 
Score: -503038.937500 Penalty: 433.579956
	Iteration 0F: 2 clusters Score -503038.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -493870.812500 Penalty: 867.159912
	Iteration 0F: 3 clusters Score -493870.8 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -497586.156250 Penalty: 867.159912
	Iteration 1F: 3 clusters Score -497586.2 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -497880.750000 Penalty: 867.159912
	Iteration 2F: 3 clusters Score -497880.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -498250.406250 Penalty: 867.159912
	Iteration 3F: 3 clusters Score -498250.4 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -498758.625000 Penalty: 867.159912
	Iteration 4F: 3 clusters Score -498758.6 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -499356.343750 Penalty: 867.159912
	Iteration 5F: 3 clusters Score -499356.3 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -499943.406250 Penalty: 867.159912
	Iteration 6F: 3 clusters Score -499943.4 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -500387.156250 Penalty: 867.159912
	Iteration 7F: 3 clusters Score -500387.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -500630.093750 Penalty: 867.159912
	Iteration 8Q: 3 clusters Score -500630.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -500747.812500 Penalty: 867.159912
	Iteration 9Q: 3 clusters Score -500747.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -500808.187500 Penalty: 867.159912
	Iteration 10Q: 3 clusters Score -500808.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -500854.968750 Penalty: 867.159912
	Iteration 11Q: 3 clusters Score -500855 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -500886.375000 Penalty: 867.159912
	Iteration 12Q: 3 clusters Score -500886.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -500908.218750 Penalty: 867.159912
	Iteration 13Q: 3 clusters Score -500908.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -500932.156250 Penalty: 867.159912
	Iteration 14Q: 3 clusters Score -500932.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -500948.906250 Penalty: 867.159912
	Iteration 15Q: 3 clusters Score -500948.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -500971.062500 Penalty: 867.159912
	Iteration 16Q: 3 clusters Score -500971.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -500990.656250 Penalty: 867.159912
	Iteration 17Q: 3 clusters Score -500990.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -501012.875000 Penalty: 867.159912
	Iteration 18Q: 3 clusters Score -501012.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -501028.218750 Penalty: 867.159912
	Iteration 19Q: 3 clusters Score -501028.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -501036.593750 Penalty: 867.159912
	Iteration 20F: 3 clusters Score -501036.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -501045.250000 Penalty: 867.159912
	Iteration 21Q: 3 clusters Score -501045.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -501049.468750 Penalty: 867.159912
	Iteration 22Q: 3 clusters Score -501049.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -501053.906250 Penalty: 867.159912
	Iteration 23Q: 3 clusters Score -501053.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -501057.531250 Penalty: 867.159912
	Iteration 24Q: 3 clusters Score -501057.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -501062.000000 Penalty: 867.159912
	Iteration 25Q: 3 clusters Score -501062 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -501066.156250 Penalty: 867.159912
	Iteration 26Q: 3 clusters Score -501066.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -501073.437500 Penalty: 867.159912
	Iteration 27Q: 3 clusters Score -501073.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -501075.531250 Penalty: 867.159912
	Iteration 28Q: 3 clusters Score -501075.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -501083.875000 Penalty: 867.159912
	Iteration 29Q: 3 clusters Score -501083.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -501097.906250 Penalty: 867.159912
	Iteration 30Q: 3 clusters Score -501097.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -501120.156250 Penalty: 867.159912
	Iteration 31Q: 3 clusters Score -501120.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -501147.468750 Penalty: 867.159912
	Iteration 32Q: 3 clusters Score -501147.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -501189.656250 Penalty: 867.159912
	Iteration 33Q: 3 clusters Score -501189.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -501250.968750 Penalty: 867.159912
	Iteration 34Q: 3 clusters Score -501251 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -501331.031250 Penalty: 867.159912
	Iteration 35Q: 3 clusters Score -501331 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -501434.781250 Penalty: 867.159912
	Iteration 36Q: 3 clusters Score -501434.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -501566.281250 Penalty: 867.159912
	Iteration 37Q: 3 clusters Score -501566.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -501716.093750 Penalty: 867.159912
	Iteration 38Q: 3 clusters Score -501716.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -501892.250000 Penalty: 867.159912
	Iteration 39Q: 3 clusters Score -501892.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -502115.312500 Penalty: 867.159912
	Iteration 40F: 3 clusters Score -502115.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -502374.625000 Penalty: 867.159912
	Iteration 41Q: 3 clusters Score -502374.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -502576.093750 Penalty: 867.159912
	Iteration 42Q: 3 clusters Score -502576.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -502707.781250 Penalty: 867.159912
	Iteration 43Q: 3 clusters Score -502707.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -502801.750000 Penalty: 867.159912
	Iteration 44Q: 3 clusters Score -502801.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -502858.031250 Penalty: 867.159912
	Iteration 45Q: 3 clusters Score -502858 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -502887.312500 Penalty: 867.159912
	Iteration 46Q: 3 clusters Score -502887.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -502903.906250 Penalty: 867.159912
	Iteration 47Q: 3 clusters Score -502903.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -502915.843750 Penalty: 867.159912
	Iteration 48Q: 3 clusters Score -502915.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -502923.187500 Penalty: 867.159912
	Iteration 49Q: 3 clusters Score -502923.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -502929.437500 Penalty: 867.159912
	Iteration 50Q: 3 clusters Score -502929.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -502936.375000 Penalty: 867.159912
	Iteration 51Q: 3 clusters Score -502936.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -502941.968750 Penalty: 867.159912
	Iteration 52Q: 3 clusters Score -502942 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -502950.281250 Penalty: 867.159912
	Iteration 53Q: 3 clusters Score -502950.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -502955.343750 Penalty: 867.159912
	Iteration 54Q: 3 clusters Score -502955.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -502963.312500 Penalty: 867.159912
	Iteration 55Q: 3 clusters Score -502963.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -502972.031250 Penalty: 867.159912
	Iteration 56Q: 3 clusters Score -502972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -502977.656250 Penalty: 867.159912
	Iteration 57Q: 3 clusters Score -502977.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -502983.343750 Penalty: 867.159912
	Iteration 58Q: 3 clusters Score -502983.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -502987.843750 Penalty: 867.159912
	Iteration 59Q: 3 clusters Score -502987.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -502990.312500 Penalty: 867.159912
	Iteration 60F: 3 clusters Score -502990.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -502992.500000 Penalty: 867.159912
	Iteration 61Q: 3 clusters Score -502992.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -502995.125000 Penalty: 867.159912
	Iteration 62Q: 3 clusters Score -502995.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -503002.250000 Penalty: 867.159912
	Iteration 63Q: 3 clusters Score -503002.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -503007.156250 Penalty: 867.159912
	Iteration 64Q: 3 clusters Score -503007.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -503011.250000 Penalty: 867.159912
	Iteration 65Q: 3 clusters Score -503011.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -503015.406250 Penalty: 867.159912
	Iteration 66Q: 3 clusters Score -503015.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -503016.656250 Penalty: 867.159912
	Iteration 67Q: 3 clusters Score -503016.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -503017.812500 Penalty: 867.159912
	Iteration 68Q: 3 clusters Score -503017.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -503017.125000 Penalty: 867.159912
	Iteration 69Q: 3 clusters Score -503017.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -503018.468750 Penalty: 867.159912
	Iteration 70Q: 3 clusters Score -503018.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -503018.500000 Penalty: 867.159912
	Iteration 71Q: 3 clusters Score -503018.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -503019.062500 Penalty: 867.159912
	Iteration 72Q: 3 clusters Score -503019.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -503020.531250 Penalty: 867.159912
	Iteration 73Q: 3 clusters Score -503020.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -503020.531250 Penalty: 867.159912
	Iteration 74Q: 3 clusters Score -503020.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -503021.187500 Penalty: 867.159912
	Iteration 75Q: 3 clusters Score -503021.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -503020.937500 Penalty: 867.159912
	Iteration 76Q: 3 clusters Score -503020.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -503021.031250 Penalty: 867.159912
	Iteration 77Q: 3 clusters Score -503021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -503021.125000 Penalty: 867.159912
	Iteration 78Q: 3 clusters Score -503021.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -503021.125000 Penalty: 867.159912
	Iteration 79F: 3 clusters Score -503021.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -37556.222656 Penalty: 318.349030
	Iteration 0F: 2 clusters Score -37556.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -36710.507812 Penalty: 636.698059
	Iteration 0F: 3 clusters Score -36710.51 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -36986.554688 Penalty: 636.698059
	Iteration 1F: 3 clusters Score -36986.55 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -37088.796875 Penalty: 636.698059
	Iteration 2F: 3 clusters Score -37088.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -37185.195312 Penalty: 636.698059
	Iteration 3F: 3 clusters Score -37185.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -37269.617188 Penalty: 636.698059
	Iteration 4F: 3 clusters Score -37269.62 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -37347.507812 Penalty: 636.698059
	Iteration 5F: 3 clusters Score -37347.51 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -37398.593750 Penalty: 636.698059
	Iteration 6Q: 3 clusters Score -37398.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -37415.808594 Penalty: 636.698059
	Iteration 7Q: 3 clusters Score -37415.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -37423.496094 Penalty: 636.698059
	Iteration 8Q: 3 clusters Score -37423.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -37430.171875 Penalty: 636.698059
	Iteration 9Q: 3 clusters Score -37430.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -37435.453125 Penalty: 636.698059
	Iteration 10Q: 3 clusters Score -37435.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -37440.738281 Penalty: 636.698059
	Iteration 11Q: 3 clusters Score -37440.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -37444.234375 Penalty: 636.698059
	Iteration 12Q: 3 clusters Score -37444.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -37447.937500 Penalty: 636.698059
	Iteration 13Q: 3 clusters Score -37447.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -37450.023438 Penalty: 636.698059
	Iteration 14Q: 3 clusters Score -37450.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -37451.152344 Penalty: 636.698059
	Iteration 15Q: 3 clusters Score -37451.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -37451.972656 Penalty: 636.698059
	Iteration 16Q: 3 clusters Score -37451.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -37452.179688 Penalty: 636.698059
	Iteration 17Q: 3 clusters Score -37452.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -37452.179688 Penalty: 636.698059
	Iteration 18F: 3 clusters Score -37452.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Entering Unmasked Estep 
Score: -89264.335938 Penalty: 354.514282
	Iteration 0F: 2 clusters Score -89264.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -87570.320312 Penalty: 709.028564
	Iteration 0F: 3 clusters Score -87570.32 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -88206.242188 Penalty: 709.028564
	Iteration 1F: 3 clusters Score -88206.24 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -88325.148438 Penalty: 709.028564
	Iteration 2F: 3 clusters Score -88325.15 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -88465.632812 Penalty: 709.028564
	Iteration 3F: 3 clusters Score -88465.63 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -88617.585938 Penalty: 709.028564
	Iteration 4F: 3 clusters Score -88617.59 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -88747.007812 Penalty: 709.028564
	Iteration 5F: 3 clusters Score -88747.01 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -88852.500000 Penalty: 709.028564
	Iteration 6F: 3 clusters Score -88852.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -88941.640625 Penalty: 709.028564
	Iteration 7Q: 3 clusters Score -88941.64 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -88986.570312 Penalty: 709.028564
	Iteration 8Q: 3 clusters Score -88986.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -89022.437500 Penalty: 709.028564
	Iteration 9Q: 3 clusters Score -89022.44 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -89050.023438 Penalty: 709.028564
	Iteration 10Q: 3 clusters Score -89050.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -89066.265625 Penalty: 709.028564
	Iteration 11Q: 3 clusters Score -89066.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -89082.093750 Penalty: 709.028564
	Iteration 12Q: 3 clusters Score -89082.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -89091.023438 Penalty: 709.028564
	Iteration 13Q: 3 clusters Score -89091.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -89095.234375 Penalty: 709.028564
	Iteration 14Q: 3 clusters Score -89095.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -89098.984375 Penalty: 709.028564
	Iteration 15Q: 3 clusters Score -89098.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -89103.492188 Penalty: 709.028564
	Iteration 16Q: 3 clusters Score -89103.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -89105.273438 Penalty: 709.028564
	Iteration 17Q: 3 clusters Score -89105.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -89106.250000 Penalty: 709.028564
	Iteration 18Q: 3 clusters Score -89106.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -89106.765625 Penalty: 709.028564
	Iteration 19Q: 3 clusters Score -89106.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -89107.273438 Penalty: 709.028564
	Iteration 20F: 3 clusters Score -89107.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -89107.585938 Penalty: 709.028564
	Iteration 21Q: 3 clusters Score -89107.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -89107.585938 Penalty: 709.028564
	Iteration 22F: 3 clusters Score -89107.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Entering Unmasked Estep 
Score: -53863.316406 Penalty: 339.895203
	Iteration 0F: 2 clusters Score -53863.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -52590.355469 Penalty: 679.790405
	Iteration 0F: 3 clusters Score -52590.36 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -53103.296875 Penalty: 679.790405
	Iteration 1F: 3 clusters Score -53103.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -53229.566406 Penalty: 679.790405
	Iteration 2F: 3 clusters Score -53229.57 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -53312.015625 Penalty: 679.790405
	Iteration 3F: 3 clusters Score -53312.02 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -53382.507812 Penalty: 679.790405
	Iteration 4F: 3 clusters Score -53382.51 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -53436.164062 Penalty: 679.790405
	Iteration 5Q: 3 clusters Score -53436.16 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -53467.250000 Penalty: 679.790405
	Iteration 6Q: 3 clusters Score -53467.25 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -53507.406250 Penalty: 679.790405
	Iteration 7Q: 3 clusters Score -53507.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -53532.636719 Penalty: 679.790405
	Iteration 8Q: 3 clusters Score -53532.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -53551.214844 Penalty: 679.790405
	Iteration 9Q: 3 clusters Score -53551.21 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -53571.511719 Penalty: 679.790405
	Iteration 10Q: 3 clusters Score -53571.51 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -53595.343750 Penalty: 679.790405
	Iteration 11Q: 3 clusters Score -53595.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -53611.855469 Penalty: 679.790405
	Iteration 12Q: 3 clusters Score -53611.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -53624.128906 Penalty: 679.790405
	Iteration 13Q: 3 clusters Score -53624.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -53633.507812 Penalty: 679.790405
	Iteration 14Q: 3 clusters Score -53633.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -53636.476562 Penalty: 679.790405
	Iteration 15Q: 3 clusters Score -53636.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -53639.035156 Penalty: 679.790405
	Iteration 16Q: 3 clusters Score -53639.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -53646.484375 Penalty: 679.790405
	Iteration 17Q: 3 clusters Score -53646.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -53652.046875 Penalty: 679.790405
	Iteration 18Q: 3 clusters Score -53652.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -53658.566406 Penalty: 679.790405
	Iteration 19Q: 3 clusters Score -53658.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -53662.144531 Penalty: 679.790405
	Iteration 20F: 3 clusters Score -53662.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -53664.925781 Penalty: 679.790405
	Iteration 21Q: 3 clusters Score -53664.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -53673.511719 Penalty: 679.790405
	Iteration 22Q: 3 clusters Score -53673.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -53677.914062 Penalty: 679.790405
	Iteration 23Q: 3 clusters Score -53677.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -53682.484375 Penalty: 679.790405
	Iteration 24Q: 3 clusters Score -53682.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -53687.195312 Penalty: 679.790405
	Iteration 25Q: 3 clusters Score -53687.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -53692.503906 Penalty: 679.790405
	Iteration 26Q: 3 clusters Score -53692.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -53697.101562 Penalty: 679.790405
	Iteration 27Q: 3 clusters Score -53697.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -53700.824219 Penalty: 679.790405
	Iteration 28Q: 3 clusters Score -53700.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -53706.121094 Penalty: 679.790405
	Iteration 29Q: 3 clusters Score -53706.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -53707.144531 Penalty: 679.790405
	Iteration 30Q: 3 clusters Score -53707.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -53708.312500 Penalty: 679.790405
	Iteration 31Q: 3 clusters Score -53708.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -53708.640625 Penalty: 679.790405
	Iteration 32Q: 3 clusters Score -53708.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -53708.640625 Penalty: 679.790405
	Iteration 33F: 3 clusters Score -53708.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -32828.500000 Penalty: 297.682465
	Iteration 0F: 2 clusters Score -32828.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -32197.414062 Penalty: 595.364929
	Iteration 0F: 3 clusters Score -32197.41 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -32352.900391 Penalty: 595.364929
	Iteration 1F: 3 clusters Score -32352.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -32394.212891 Penalty: 595.364929
	Iteration 2F: 3 clusters Score -32394.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -32419.080078 Penalty: 595.364929
	Iteration 3F: 3 clusters Score -32419.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -32438.857422 Penalty: 595.364929
	Iteration 4Q: 3 clusters Score -32438.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32450.531250 Penalty: 595.364929
	Iteration 5Q: 3 clusters Score -32450.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32459.164062 Penalty: 595.364929
	Iteration 6Q: 3 clusters Score -32459.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32467.267578 Penalty: 595.364929
	Iteration 7Q: 3 clusters Score -32467.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32472.476562 Penalty: 595.364929
	Iteration 8Q: 3 clusters Score -32472.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32477.902344 Penalty: 595.364929
	Iteration 9Q: 3 clusters Score -32477.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32481.390625 Penalty: 595.364929
	Iteration 10Q: 3 clusters Score -32481.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32483.218750 Penalty: 595.364929
	Iteration 11Q: 3 clusters Score -32483.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32486.175781 Penalty: 595.364929
	Iteration 12Q: 3 clusters Score -32486.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32488.791016 Penalty: 595.364929
	Iteration 13Q: 3 clusters Score -32488.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32490.335938 Penalty: 595.364929
	Iteration 14Q: 3 clusters Score -32490.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32492.476562 Penalty: 595.364929
	Iteration 15Q: 3 clusters Score -32492.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32494.949219 Penalty: 595.364929
	Iteration 16Q: 3 clusters Score -32494.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32500.611328 Penalty: 595.364929
	Iteration 17Q: 3 clusters Score -32500.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32507.279297 Penalty: 595.364929
	Iteration 18Q: 3 clusters Score -32507.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32517.044922 Penalty: 595.364929
	Iteration 19Q: 3 clusters Score -32517.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32522.851562 Penalty: 595.364929
	Iteration 20F: 3 clusters Score -32522.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32526.453125 Penalty: 595.364929
	Iteration 21Q: 3 clusters Score -32526.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32530.222656 Penalty: 595.364929
	Iteration 22Q: 3 clusters Score -32530.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32532.658203 Penalty: 595.364929
	Iteration 23Q: 3 clusters Score -32532.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -32533.900391 Penalty: 595.364929
	Iteration 24Q: 3 clusters Score -32533.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -32537.460938 Penalty: 595.364929
	Iteration 25Q: 3 clusters Score -32537.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -32539.119141 Penalty: 595.364929
	Iteration 26Q: 3 clusters Score -32539.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -32539.578125 Penalty: 595.364929
	Iteration 27Q: 3 clusters Score -32539.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -32539.578125 Penalty: 595.364929
	Iteration 28F: 3 clusters Score -32539.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Entering Unmasked Estep 
Score: -501546.343750 Penalty: 434.999725
	Iteration 0F: 2 clusters Score -501546.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -492070.781250 Penalty: 869.999451
	Iteration 0F: 3 clusters Score -492070.8 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -496588.250000 Penalty: 869.999451
	Iteration 1F: 3 clusters Score -496588.2 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -497485.062500 Penalty: 869.999451
	Iteration 2F: 3 clusters Score -497485.1 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -498484.656250 Penalty: 869.999451
	Iteration 3F: 3 clusters Score -498484.7 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -499475.968750 Penalty: 869.999451
	Iteration 4F: 3 clusters Score -499476 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -500299.125000 Penalty: 869.999451
	Iteration 5F: 3 clusters Score -500299.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -500813.468750 Penalty: 869.999451
	Iteration 6Q: 3 clusters Score -500813.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -501049.187500 Penalty: 869.999451
	Iteration 7Q: 3 clusters Score -501049.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -501167.375000 Penalty: 869.999451
	Iteration 8Q: 3 clusters Score -501167.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -501239.687500 Penalty: 869.999451
	Iteration 9Q: 3 clusters Score -501239.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -501277.687500 Penalty: 869.999451
	Iteration 10Q: 3 clusters Score -501277.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -501311.437500 Penalty: 869.999451
	Iteration 11Q: 3 clusters Score -501311.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -501326.812500 Penalty: 869.999451
	Iteration 12Q: 3 clusters Score -501326.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -501336.406250 Penalty: 869.999451
	Iteration 13Q: 3 clusters Score -501336.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -501342.000000 Penalty: 869.999451
	Iteration 14Q: 3 clusters Score -501342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -501347.812500 Penalty: 869.999451
	Iteration 15Q: 3 clusters Score -501347.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -501349.406250 Penalty: 869.999451
	Iteration 16Q: 3 clusters Score -501349.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -501349.656250 Penalty: 869.999451
	Iteration 17Q: 3 clusters Score -501349.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -501351.187500 Penalty: 869.999451
	Iteration 18Q: 3 clusters Score -501351.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -501354.187500 Penalty: 869.999451
	Iteration 19Q: 3 clusters Score -501354.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -501356.968750 Penalty: 869.999451
	Iteration 20F: 3 clusters Score -501357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -501359.281250 Penalty: 869.999451
	Iteration 21Q: 3 clusters Score -501359.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -501361.031250 Penalty: 869.999451
	Iteration 22Q: 3 clusters Score -501361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -501364.343750 Penalty: 869.999451
	Iteration 23Q: 3 clusters Score -501364.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -501368.718750 Penalty: 869.999451
	Iteration 24Q: 3 clusters Score -501368.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -501372.437500 Penalty: 869.999451
	Iteration 25Q: 3 clusters Score -501372.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -501375.000000 Penalty: 869.999451
	Iteration 26Q: 3 clusters Score -501375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -501377.375000 Penalty: 869.999451
	Iteration 27Q: 3 clusters Score -501377.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -501378.937500 Penalty: 869.999451
	Iteration 28Q: 3 clusters Score -501378.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -501379.062500 Penalty: 869.999451
	Iteration 29Q: 3 clusters Score -501379.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -501379.031250 Penalty: 869.999451
	Iteration 30Q: 3 clusters Score -501379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -501379.468750 Penalty: 869.999451
	Iteration 31Q: 3 clusters Score -501379.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -501379.718750 Penalty: 869.999451
	Iteration 32Q: 3 clusters Score -501379.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -501379.937500 Penalty: 869.999451
	Iteration 33Q: 3 clusters Score -501379.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -501380.312500 Penalty: 869.999451
	Iteration 34Q: 3 clusters Score -501380.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -501380.875000 Penalty: 869.999451
	Iteration 35Q: 3 clusters Score -501380.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -501380.250000 Penalty: 869.999451
	Iteration 36Q: 3 clusters Score -501380.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -501380.250000 Penalty: 869.999451
	Iteration 37F: 3 clusters Score -501380.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Entering Unmasked Estep 
Score: -283562.750000 Penalty: 409.161377
	Iteration 0F: 2 clusters Score -283562.8 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 4030 members 
Entering Unmasked Estep 
Score: -278319.500000 Penalty: 818.322754
	Iteration 0F: 3 clusters Score -278319.5 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -280756.687500 Penalty: 818.322754
	Iteration 1F: 3 clusters Score -280756.7 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -281077.968750 Penalty: 818.322754
	Iteration 2F: 3 clusters Score -281078 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -281348.406250 Penalty: 818.322754
	Iteration 3F: 3 clusters Score -281348.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -281578.781250 Penalty: 818.322754
	Iteration 4F: 3 clusters Score -281578.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -281773.843750 Penalty: 818.322754
	Iteration 5Q: 3 clusters Score -281773.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -281938.968750 Penalty: 818.322754
	Iteration 6Q: 3 clusters Score -281939 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -282070.250000 Penalty: 818.322754
	Iteration 7Q: 3 clusters Score -282070.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -282174.812500 Penalty: 818.322754
	Iteration 8Q: 3 clusters Score -282174.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -282259.781250 Penalty: 818.322754
	Iteration 9Q: 3 clusters Score -282259.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -282309.781250 Penalty: 818.322754
	Iteration 10Q: 3 clusters Score -282309.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -282348.062500 Penalty: 818.322754
	Iteration 11Q: 3 clusters Score -282348.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -282381.937500 Penalty: 818.322754
	Iteration 12Q: 3 clusters Score -282381.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -282411.375000 Penalty: 818.322754
	Iteration 13Q: 3 clusters Score -282411.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -282431.968750 Penalty: 818.322754
	Iteration 14Q: 3 clusters Score -282432 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -282454.656250 Penalty: 818.322754
	Iteration 15Q: 3 clusters Score -282454.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -282475.500000 Penalty: 818.322754
	Iteration 16Q: 3 clusters Score -282475.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -282495.437500 Penalty: 818.322754
	Iteration 17Q: 3 clusters Score -282495.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -282518.875000 Penalty: 818.322754
	Iteration 18Q: 3 clusters Score -282518.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -282547.875000 Penalty: 818.322754
	Iteration 19Q: 3 clusters Score -282547.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -282573.906250 Penalty: 818.322754
	Iteration 20F: 3 clusters Score -282573.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -282592.906250 Penalty: 818.322754
	Iteration 21Q: 3 clusters Score -282592.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -282606.593750 Penalty: 818.322754
	Iteration 22Q: 3 clusters Score -282606.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -282621.843750 Penalty: 818.322754
	Iteration 23Q: 3 clusters Score -282621.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -282627.750000 Penalty: 818.322754
	Iteration 24Q: 3 clusters Score -282627.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -282631.562500 Penalty: 818.322754
	Iteration 25Q: 3 clusters Score -282631.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -282634.562500 Penalty: 818.322754
	Iteration 26Q: 3 clusters Score -282634.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -282638.000000 Penalty: 818.322754
	Iteration 27Q: 3 clusters Score -282638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -282639.250000 Penalty: 818.322754
	Iteration 28Q: 3 clusters Score -282639.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -282641.593750 Penalty: 818.322754
	Iteration 29Q: 3 clusters Score -282641.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -282642.156250 Penalty: 818.322754
	Iteration 30Q: 3 clusters Score -282642.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -282642.218750 Penalty: 818.322754
	Iteration 31Q: 3 clusters Score -282642.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -282643.468750 Penalty: 818.322754
	Iteration 32Q: 3 clusters Score -282643.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -282644.687500 Penalty: 818.322754
	Iteration 33Q: 3 clusters Score -282644.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -282647.375000 Penalty: 818.322754
	Iteration 34Q: 3 clusters Score -282647.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -282651.468750 Penalty: 818.322754
	Iteration 35Q: 3 clusters Score -282651.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -282655.968750 Penalty: 818.322754
	Iteration 36Q: 3 clusters Score -282656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -282658.437500 Penalty: 818.322754
	Iteration 37Q: 3 clusters Score -282658.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -282662.187500 Penalty: 818.322754
	Iteration 38Q: 3 clusters Score -282662.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -282667.406250 Penalty: 818.322754
	Iteration 39Q: 3 clusters Score -282667.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -282673.593750 Penalty: 818.322754
	Iteration 40F: 3 clusters Score -282673.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -282679.625000 Penalty: 818.322754
	Iteration 41Q: 3 clusters Score -282679.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -282684.500000 Penalty: 818.322754
	Iteration 42Q: 3 clusters Score -282684.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -282689.468750 Penalty: 818.322754
	Iteration 43Q: 3 clusters Score -282689.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -282696.156250 Penalty: 818.322754
	Iteration 44Q: 3 clusters Score -282696.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -282701.281250 Penalty: 818.322754
	Iteration 45Q: 3 clusters Score -282701.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -282706.156250 Penalty: 818.322754
	Iteration 46Q: 3 clusters Score -282706.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -282711.187500 Penalty: 818.322754
	Iteration 47Q: 3 clusters Score -282711.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -282717.437500 Penalty: 818.322754
	Iteration 48Q: 3 clusters Score -282717.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -282722.843750 Penalty: 818.322754
	Iteration 49Q: 3 clusters Score -282722.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -282728.687500 Penalty: 818.322754
	Iteration 50Q: 3 clusters Score -282728.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -282734.312500 Penalty: 818.322754
	Iteration 51Q: 3 clusters Score -282734.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -282740.343750 Penalty: 818.322754
	Iteration 52Q: 3 clusters Score -282740.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -282747.500000 Penalty: 818.322754
	Iteration 53Q: 3 clusters Score -282747.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -282758.375000 Penalty: 818.322754
	Iteration 54Q: 3 clusters Score -282758.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -282767.250000 Penalty: 818.322754
	Iteration 55Q: 3 clusters Score -282767.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -282779.593750 Penalty: 818.322754
	Iteration 56Q: 3 clusters Score -282779.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -282791.156250 Penalty: 818.322754
	Iteration 57Q: 3 clusters Score -282791.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -282802.156250 Penalty: 818.322754
	Iteration 58Q: 3 clusters Score -282802.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -282811.687500 Penalty: 818.322754
	Iteration 59Q: 3 clusters Score -282811.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -282819.437500 Penalty: 818.322754
	Iteration 60F: 3 clusters Score -282819.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -282825.093750 Penalty: 818.322754
	Iteration 61Q: 3 clusters Score -282825.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -282830.000000 Penalty: 818.322754
	Iteration 62Q: 3 clusters Score -282830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -282836.281250 Penalty: 818.322754
	Iteration 63Q: 3 clusters Score -282836.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -282844.062500 Penalty: 818.322754
	Iteration 64Q: 3 clusters Score -282844.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -282856.312500 Penalty: 818.322754
	Iteration 65Q: 3 clusters Score -282856.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -282872.687500 Penalty: 818.322754
	Iteration 66Q: 3 clusters Score -282872.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -282890.125000 Penalty: 818.322754
	Iteration 67Q: 3 clusters Score -282890.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -282903.531250 Penalty: 818.322754
	Iteration 68Q: 3 clusters Score -282903.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -282912.562500 Penalty: 818.322754
	Iteration 69Q: 3 clusters Score -282912.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -282923.468750 Penalty: 818.322754
	Iteration 70Q: 3 clusters Score -282923.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -282932.906250 Penalty: 818.322754
	Iteration 71Q: 3 clusters Score -282932.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -282942.468750 Penalty: 818.322754
	Iteration 72Q: 3 clusters Score -282942.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -282951.187500 Penalty: 818.322754
	Iteration 73Q: 3 clusters Score -282951.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -282960.718750 Penalty: 818.322754
	Iteration 74Q: 3 clusters Score -282960.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -282971.562500 Penalty: 818.322754
	Iteration 75Q: 3 clusters Score -282971.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -282979.437500 Penalty: 818.322754
	Iteration 76Q: 3 clusters Score -282979.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -282985.937500 Penalty: 818.322754
	Iteration 77Q: 3 clusters Score -282985.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -282990.281250 Penalty: 818.322754
	Iteration 78Q: 3 clusters Score -282990.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -282991.468750 Penalty: 818.322754
	Iteration 79Q: 3 clusters Score -282991.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -282992.687500 Penalty: 818.322754
	Iteration 80F: 3 clusters Score -282992.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -282994.375000 Penalty: 818.322754
	Iteration 81Q: 3 clusters Score -282994.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -282995.718750 Penalty: 818.322754
	Iteration 82Q: 3 clusters Score -282995.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -282999.593750 Penalty: 818.322754
	Iteration 83Q: 3 clusters Score -282999.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -283002.781250 Penalty: 818.322754
	Iteration 84Q: 3 clusters Score -283002.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -283007.750000 Penalty: 818.322754
	Iteration 85Q: 3 clusters Score -283007.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -283010.843750 Penalty: 818.322754
	Iteration 86Q: 3 clusters Score -283010.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -283012.906250 Penalty: 818.322754
	Iteration 87Q: 3 clusters Score -283012.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -283014.062500 Penalty: 818.322754
	Iteration 88Q: 3 clusters Score -283014.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -283014.437500 Penalty: 818.322754
	Iteration 89Q: 3 clusters Score -283014.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -283015.093750 Penalty: 818.322754
	Iteration 90Q: 3 clusters Score -283015.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -283014.781250 Penalty: 818.322754
	Iteration 91Q: 3 clusters Score -283014.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -283014.781250 Penalty: 818.322754
	Iteration 92F: 3 clusters Score -283014.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Entering Unmasked Estep 
Score: -235139.265625 Penalty: 400.780762
	Iteration 0F: 2 clusters Score -235139.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -230677.453125 Penalty: 801.561523
	Iteration 0F: 3 clusters Score -230677.5 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -232365.015625 Penalty: 801.561523
	Iteration 1F: 3 clusters Score -232365 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -232562.203125 Penalty: 801.561523
	Iteration 2F: 3 clusters Score -232562.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -232815.031250 Penalty: 801.561523
	Iteration 3F: 3 clusters Score -232815 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -233127.578125 Penalty: 801.561523
	Iteration 4F: 3 clusters Score -233127.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -233464.328125 Penalty: 801.561523
	Iteration 5F: 3 clusters Score -233464.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -233755.250000 Penalty: 801.561523
	Iteration 6F: 3 clusters Score -233755.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -233905.921875 Penalty: 801.561523
	Iteration 7Q: 3 clusters Score -233905.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -233996.000000 Penalty: 801.561523
	Iteration 8Q: 3 clusters Score -233996 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -234068.046875 Penalty: 801.561523
	Iteration 9Q: 3 clusters Score -234068 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -234139.796875 Penalty: 801.561523
	Iteration 10Q: 3 clusters Score -234139.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -234199.671875 Penalty: 801.561523
	Iteration 11Q: 3 clusters Score -234199.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -234254.015625 Penalty: 801.561523
	Iteration 12Q: 3 clusters Score -234254 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -234302.062500 Penalty: 801.561523
	Iteration 13Q: 3 clusters Score -234302.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -234345.718750 Penalty: 801.561523
	Iteration 14Q: 3 clusters Score -234345.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -234394.437500 Penalty: 801.561523
	Iteration 15Q: 3 clusters Score -234394.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -234438.140625 Penalty: 801.561523
	Iteration 16Q: 3 clusters Score -234438.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -234480.859375 Penalty: 801.561523
	Iteration 17Q: 3 clusters Score -234480.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -234515.265625 Penalty: 801.561523
	Iteration 18Q: 3 clusters Score -234515.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -234540.843750 Penalty: 801.561523
	Iteration 19Q: 3 clusters Score -234540.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -234563.031250 Penalty: 801.561523
	Iteration 20F: 3 clusters Score -234563 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -234577.562500 Penalty: 801.561523
	Iteration 21Q: 3 clusters Score -234577.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -234589.015625 Penalty: 801.561523
	Iteration 22Q: 3 clusters Score -234589 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -234600.765625 Penalty: 801.561523
	Iteration 23Q: 3 clusters Score -234600.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -234608.296875 Penalty: 801.561523
	Iteration 24Q: 3 clusters Score -234608.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -234616.343750 Penalty: 801.561523
	Iteration 25Q: 3 clusters Score -234616.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -234624.046875 Penalty: 801.561523
	Iteration 26Q: 3 clusters Score -234624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -234629.437500 Penalty: 801.561523
	Iteration 27Q: 3 clusters Score -234629.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -234635.375000 Penalty: 801.561523
	Iteration 28Q: 3 clusters Score -234635.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -234643.265625 Penalty: 801.561523
	Iteration 29Q: 3 clusters Score -234643.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -234653.343750 Penalty: 801.561523
	Iteration 30Q: 3 clusters Score -234653.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -234661.125000 Penalty: 801.561523
	Iteration 31Q: 3 clusters Score -234661.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -234670.343750 Penalty: 801.561523
	Iteration 32Q: 3 clusters Score -234670.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -234679.593750 Penalty: 801.561523
	Iteration 33Q: 3 clusters Score -234679.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -234684.375000 Penalty: 801.561523
	Iteration 34Q: 3 clusters Score -234684.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -234688.203125 Penalty: 801.561523
	Iteration 35Q: 3 clusters Score -234688.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -234690.609375 Penalty: 801.561523
	Iteration 36Q: 3 clusters Score -234690.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -234693.640625 Penalty: 801.561523
	Iteration 37Q: 3 clusters Score -234693.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -234697.484375 Penalty: 801.561523
	Iteration 38Q: 3 clusters Score -234697.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -234701.125000 Penalty: 801.561523
	Iteration 39Q: 3 clusters Score -234701.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -234705.421875 Penalty: 801.561523
	Iteration 40F: 3 clusters Score -234705.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -234709.750000 Penalty: 801.561523
	Iteration 41Q: 3 clusters Score -234709.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -234713.515625 Penalty: 801.561523
	Iteration 42Q: 3 clusters Score -234713.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -234716.765625 Penalty: 801.561523
	Iteration 43Q: 3 clusters Score -234716.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -234718.968750 Penalty: 801.561523
	Iteration 44Q: 3 clusters Score -234719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -234721.765625 Penalty: 801.561523
	Iteration 45Q: 3 clusters Score -234721.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -234723.625000 Penalty: 801.561523
	Iteration 46Q: 3 clusters Score -234723.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -234726.546875 Penalty: 801.561523
	Iteration 47Q: 3 clusters Score -234726.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -234729.781250 Penalty: 801.561523
	Iteration 48Q: 3 clusters Score -234729.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -234731.906250 Penalty: 801.561523
	Iteration 49Q: 3 clusters Score -234731.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -234732.921875 Penalty: 801.561523
	Iteration 50Q: 3 clusters Score -234732.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -234733.531250 Penalty: 801.561523
	Iteration 51Q: 3 clusters Score -234733.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -234734.406250 Penalty: 801.561523
	Iteration 52Q: 3 clusters Score -234734.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -234735.937500 Penalty: 801.561523
	Iteration 53Q: 3 clusters Score -234735.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -234738.046875 Penalty: 801.561523
	Iteration 54Q: 3 clusters Score -234738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -234738.562500 Penalty: 801.561523
	Iteration 55Q: 3 clusters Score -234738.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -234738.718750 Penalty: 801.561523
	Iteration 56Q: 3 clusters Score -234738.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -234738.562500 Penalty: 801.561523
	Iteration 57Q: 3 clusters Score -234738.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -234739.046875 Penalty: 801.561523
	Iteration 58Q: 3 clusters Score -234739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -234739.078125 Penalty: 801.561523
	Iteration 59Q: 3 clusters Score -234739.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -234739.234375 Penalty: 801.561523
	Iteration 60F: 3 clusters Score -234739.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -234740.531250 Penalty: 801.561523
	Iteration 61Q: 3 clusters Score -234740.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -234740.421875 Penalty: 801.561523
	Iteration 62Q: 3 clusters Score -234740.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -234740.015625 Penalty: 801.561523
	Iteration 63Q: 3 clusters Score -234740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -234741.765625 Penalty: 801.561523
	Iteration 64Q: 3 clusters Score -234741.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -234741.937500 Penalty: 801.561523
	Iteration 65Q: 3 clusters Score -234741.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -234742.171875 Penalty: 801.561523
	Iteration 66Q: 3 clusters Score -234742.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -234742.000000 Penalty: 801.561523
	Iteration 67Q: 3 clusters Score -234742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -234741.828125 Penalty: 801.561523
	Iteration 68Q: 3 clusters Score -234741.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -234742.343750 Penalty: 801.561523
	Iteration 69Q: 3 clusters Score -234742.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -234742.343750 Penalty: 801.561523
	Iteration 70Q: 3 clusters Score -234742.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -234742.343750 Penalty: 801.561523
	Iteration 71F: 3 clusters Score -234742.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Entering Unmasked Estep 
Score: -150297.421875 Penalty: 378.269135
	Iteration 0F: 2 clusters Score -150297.4 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 2012 members 
Entering Unmasked Estep 
Score: -147498.703125 Penalty: 756.538269
	Iteration 0F: 3 clusters Score -147498.7 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -148568.171875 Penalty: 756.538269
	Iteration 1F: 3 clusters Score -148568.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -148729.312500 Penalty: 756.538269
	Iteration 2F: 3 clusters Score -148729.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -148900.687500 Penalty: 756.538269
	Iteration 3F: 3 clusters Score -148900.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -149077.343750 Penalty: 756.538269
	Iteration 4F: 3 clusters Score -149077.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -149272.390625 Penalty: 756.538269
	Iteration 5F: 3 clusters Score -149272.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -149455.843750 Penalty: 756.538269
	Iteration 6F: 3 clusters Score -149455.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -149624.468750 Penalty: 756.538269
	Iteration 7Q: 3 clusters Score -149624.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -149752.515625 Penalty: 756.538269
	Iteration 8Q: 3 clusters Score -149752.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -149835.781250 Penalty: 756.538269
	Iteration 9Q: 3 clusters Score -149835.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -149903.296875 Penalty: 756.538269
	Iteration 10Q: 3 clusters Score -149903.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -149947.062500 Penalty: 756.538269
	Iteration 11Q: 3 clusters Score -149947.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -149967.015625 Penalty: 756.538269
	Iteration 12Q: 3 clusters Score -149967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -149978.343750 Penalty: 756.538269
	Iteration 13Q: 3 clusters Score -149978.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -149988.703125 Penalty: 756.538269
	Iteration 14Q: 3 clusters Score -149988.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -149996.468750 Penalty: 756.538269
	Iteration 15Q: 3 clusters Score -149996.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -150002.656250 Penalty: 756.538269
	Iteration 16Q: 3 clusters Score -150002.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -150006.578125 Penalty: 756.538269
	Iteration 17Q: 3 clusters Score -150006.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -150007.375000 Penalty: 756.538269
	Iteration 18Q: 3 clusters Score -150007.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -150007.375000 Penalty: 756.538269
	Iteration 19F: 3 clusters Score -150007.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Entering Unmasked Estep 
Score: -439318.062500 Penalty: 429.798645
	Iteration 0F: 2 clusters Score -439318.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -430935.906250 Penalty: 859.597290
	Iteration 0F: 3 clusters Score -430935.9 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -435099.218750 Penalty: 859.597290
	Iteration 1F: 3 clusters Score -435099.2 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -435998.187500 Penalty: 859.597290
	Iteration 2F: 3 clusters Score -435998.2 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -436786.250000 Penalty: 859.597290
	Iteration 3F: 3 clusters Score -436786.2 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -437447.593750 Penalty: 859.597290
	Iteration 4F: 3 clusters Score -437447.6 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -437927.593750 Penalty: 859.597290
	Iteration 5F: 3 clusters Score -437927.6 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -438284.281250 Penalty: 859.597290
	Iteration 6Q: 3 clusters Score -438284.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -438543.281250 Penalty: 859.597290
	Iteration 7Q: 3 clusters Score -438543.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -438771.375000 Penalty: 859.597290
	Iteration 8Q: 3 clusters Score -438771.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -438963.375000 Penalty: 859.597290
	Iteration 9Q: 3 clusters Score -438963.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -439133.531250 Penalty: 859.597290
	Iteration 10Q: 3 clusters Score -439133.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -439327.687500 Penalty: 859.597290
	Iteration 11Q: 3 clusters Score -439327.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -439595.062500 Penalty: 859.597290
	Iteration 12Q: 3 clusters Score -439595.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -439923.093750 Penalty: 859.597290
	Iteration 13Q: 3 clusters Score -439923.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -440156.687500 Penalty: 859.597290
	Iteration 14Q: 3 clusters Score -440156.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -440251.000000 Penalty: 859.597290
	Iteration 15Q: 3 clusters Score -440251 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -440293.718750 Penalty: 859.597290
	Iteration 16Q: 3 clusters Score -440293.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -440312.250000 Penalty: 859.597290
	Iteration 17Q: 3 clusters Score -440312.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -440320.875000 Penalty: 859.597290
	Iteration 18Q: 3 clusters Score -440320.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -440326.000000 Penalty: 859.597290
	Iteration 19Q: 3 clusters Score -440326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -440334.062500 Penalty: 859.597290
	Iteration 20F: 3 clusters Score -440334.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -440337.875000 Penalty: 859.597290
	Iteration 21Q: 3 clusters Score -440337.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -440341.312500 Penalty: 859.597290
	Iteration 22Q: 3 clusters Score -440341.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -440345.406250 Penalty: 859.597290
	Iteration 23Q: 3 clusters Score -440345.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -440347.500000 Penalty: 859.597290
	Iteration 24Q: 3 clusters Score -440347.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -440349.531250 Penalty: 859.597290
	Iteration 25Q: 3 clusters Score -440349.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -440351.593750 Penalty: 859.597290
	Iteration 26Q: 3 clusters Score -440351.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -440353.906250 Penalty: 859.597290
	Iteration 27Q: 3 clusters Score -440353.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -440353.656250 Penalty: 859.597290
	Iteration 28Q: 3 clusters Score -440353.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -440354.281250 Penalty: 859.597290
	Iteration 29Q: 3 clusters Score -440354.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -440354.156250 Penalty: 859.597290
	Iteration 30Q: 3 clusters Score -440354.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -440354.812500 Penalty: 859.597290
	Iteration 31Q: 3 clusters Score -440354.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -440355.156250 Penalty: 859.597290
	Iteration 32Q: 3 clusters Score -440355.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -440354.812500 Penalty: 859.597290
	Iteration 33Q: 3 clusters Score -440354.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -440355.843750 Penalty: 859.597290
	Iteration 34Q: 3 clusters Score -440355.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -440355.375000 Penalty: 859.597290
	Iteration 35Q: 3 clusters Score -440355.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -440355.906250 Penalty: 859.597290
	Iteration 36Q: 3 clusters Score -440355.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -440355.531250 Penalty: 859.597290
	Iteration 37Q: 3 clusters Score -440355.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -440355.593750 Penalty: 859.597290
	Iteration 38Q: 3 clusters Score -440355.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -440355.781250 Penalty: 859.597290
	Iteration 39Q: 3 clusters Score -440355.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -440355.781250 Penalty: 859.597290
	Iteration 40F: 3 clusters Score -440355.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 21748 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 477367 members 
Mstep: Class 5 contains 12725 members 
Mstep: Class 6 contains 1802 members 
Mstep: Class 7 contains 11124 members 
Mstep: Class 8 contains 13161 members 
Mstep: Class 9 contains 6722 members 
Mstep: Class 10 contains 5609 members 
Mstep: Class 11 contains 8584 members 
Mstep: Class 12 contains 565145 members 
Mstep: Class 13 contains 7983 members 
Mstep: Class 14 contains 119461 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 13756 members 
Mstep: Class 18 contains 1093 members 
Mstep: Class 19 contains 2420 members 
Mstep: Class 20 contains 1755 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 14192 members 
Mstep: Class 23 contains 8043 members 
Mstep: Class 24 contains 6690 members 
Mstep: Class 25 contains 4079 members 
Mstep: Class 26 contains 10367 members 
Mstep: Class 27 contains 4208 members 
Mstep: Class 28 contains 6807 members 
Mstep: Class 29 contains 25807 members 
Mstep: Class 30 contains 1798 members 
Mstep: Class 31 contains 14476 members 
Mstep: Class 32 contains 3223 members 
Mstep: Class 33 contains 586 members 
Mstep: Class 34 contains 568 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 2292 members 
Entering Unmasked Estep 
Score: -50350480.000000 Penalty: 23166.837891
Splitting cluster 26 changes total score from -50335852.000000 to -50350480.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 27 (4208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Entering Unmasked Estep 
Score: -157070.640625 Penalty: 379.685791
	Iteration 0F: 2 clusters Score -157070.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -154179.937500 Penalty: 759.371582
	Iteration 0F: 3 clusters Score -154179.9 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -155154.437500 Penalty: 759.371582
	Iteration 1F: 3 clusters Score -155154.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -155281.046875 Penalty: 759.371582
	Iteration 2F: 3 clusters Score -155281 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -155403.109375 Penalty: 759.371582
	Iteration 3F: 3 clusters Score -155403.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -155556.156250 Penalty: 759.371582
	Iteration 4F: 3 clusters Score -155556.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -155786.734375 Penalty: 759.371582
	Iteration 5F: 3 clusters Score -155786.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -156045.906250 Penalty: 759.371582
	Iteration 6F: 3 clusters Score -156045.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -156286.375000 Penalty: 759.371582
	Iteration 7F: 3 clusters Score -156286.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -156432.156250 Penalty: 759.371582
	Iteration 8Q: 3 clusters Score -156432.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -156518.093750 Penalty: 759.371582
	Iteration 9Q: 3 clusters Score -156518.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -156566.593750 Penalty: 759.371582
	Iteration 10Q: 3 clusters Score -156566.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -156609.109375 Penalty: 759.371582
	Iteration 11Q: 3 clusters Score -156609.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -156641.484375 Penalty: 759.371582
	Iteration 12Q: 3 clusters Score -156641.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -156671.125000 Penalty: 759.371582
	Iteration 13Q: 3 clusters Score -156671.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -156705.640625 Penalty: 759.371582
	Iteration 14Q: 3 clusters Score -156705.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -156727.765625 Penalty: 759.371582
	Iteration 15Q: 3 clusters Score -156727.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -156740.718750 Penalty: 759.371582
	Iteration 16Q: 3 clusters Score -156740.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -156749.062500 Penalty: 759.371582
	Iteration 17Q: 3 clusters Score -156749.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -156755.531250 Penalty: 759.371582
	Iteration 18Q: 3 clusters Score -156755.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -156761.078125 Penalty: 759.371582
	Iteration 19Q: 3 clusters Score -156761.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -156762.906250 Penalty: 759.371582
	Iteration 20F: 3 clusters Score -156762.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -156763.421875 Penalty: 759.371582
	Iteration 21Q: 3 clusters Score -156763.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -156763.796875 Penalty: 759.371582
	Iteration 22Q: 3 clusters Score -156763.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -156764.140625 Penalty: 759.371582
	Iteration 23Q: 3 clusters Score -156764.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -156764.140625 Penalty: 759.371582
	Iteration 24F: 3 clusters Score -156764.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Entering Unmasked Estep 
Score: -235378.109375 Penalty: 401.569641
	Iteration 0F: 2 clusters Score -235378.1 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 3465 members 
Entering Unmasked Estep 
Score: -230870.578125 Penalty: 803.139282
	Iteration 0F: 3 clusters Score -230870.6 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -233368.812500 Penalty: 803.139282
	Iteration 1F: 3 clusters Score -233368.8 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -234083.250000 Penalty: 803.139282
	Iteration 2F: 3 clusters Score -234083.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -234653.781250 Penalty: 803.139282
	Iteration 3F: 3 clusters Score -234653.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -234975.890625 Penalty: 803.139282
	Iteration 4F: 3 clusters Score -234975.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -235221.937500 Penalty: 803.139282
	Iteration 5Q: 3 clusters Score -235221.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -235496.437500 Penalty: 803.139282
	Iteration 6Q: 3 clusters Score -235496.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -235706.031250 Penalty: 803.139282
	Iteration 7Q: 3 clusters Score -235706 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -235803.406250 Penalty: 803.139282
	Iteration 8Q: 3 clusters Score -235803.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -235852.390625 Penalty: 803.139282
	Iteration 9Q: 3 clusters Score -235852.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -235885.328125 Penalty: 803.139282
	Iteration 10Q: 3 clusters Score -235885.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -235914.421875 Penalty: 803.139282
	Iteration 11Q: 3 clusters Score -235914.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -235928.328125 Penalty: 803.139282
	Iteration 12Q: 3 clusters Score -235928.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -235934.796875 Penalty: 803.139282
	Iteration 13Q: 3 clusters Score -235934.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -235940.968750 Penalty: 803.139282
	Iteration 14Q: 3 clusters Score -235941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -235945.734375 Penalty: 803.139282
	Iteration 15Q: 3 clusters Score -235945.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -235948.203125 Penalty: 803.139282
	Iteration 16Q: 3 clusters Score -235948.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -235948.781250 Penalty: 803.139282
	Iteration 17Q: 3 clusters Score -235948.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -235949.796875 Penalty: 803.139282
	Iteration 18Q: 3 clusters Score -235949.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -235950.546875 Penalty: 803.139282
	Iteration 19Q: 3 clusters Score -235950.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -235951.546875 Penalty: 803.139282
	Iteration 20F: 3 clusters Score -235951.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -235952.359375 Penalty: 803.139282
	Iteration 21Q: 3 clusters Score -235952.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -235952.953125 Penalty: 803.139282
	Iteration 22Q: 3 clusters Score -235953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -235954.250000 Penalty: 803.139282
	Iteration 23Q: 3 clusters Score -235954.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -235955.890625 Penalty: 803.139282
	Iteration 24Q: 3 clusters Score -235955.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -235956.156250 Penalty: 803.139282
	Iteration 25Q: 3 clusters Score -235956.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -235957.156250 Penalty: 803.139282
	Iteration 26Q: 3 clusters Score -235957.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -235957.390625 Penalty: 803.139282
	Iteration 27Q: 3 clusters Score -235957.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -235956.921875 Penalty: 803.139282
	Iteration 28Q: 3 clusters Score -235956.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -235956.656250 Penalty: 803.139282
	Iteration 29Q: 3 clusters Score -235956.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -235956.656250 Penalty: 803.139282
	Iteration 30F: 3 clusters Score -235956.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 21748 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 477367 members 
Mstep: Class 5 contains 12725 members 
Mstep: Class 6 contains 1802 members 
Mstep: Class 7 contains 11124 members 
Mstep: Class 8 contains 13161 members 
Mstep: Class 9 contains 6722 members 
Mstep: Class 10 contains 5609 members 
Mstep: Class 11 contains 8584 members 
Mstep: Class 12 contains 565145 members 
Mstep: Class 13 contains 7983 members 
Mstep: Class 14 contains 119461 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 13756 members 
Mstep: Class 18 contains 1093 members 
Mstep: Class 19 contains 2420 members 
Mstep: Class 20 contains 1755 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 14192 members 
Mstep: Class 23 contains 8043 members 
Mstep: Class 24 contains 6690 members 
Mstep: Class 25 contains 4079 members 
Mstep: Class 26 contains 10367 members 
Mstep: Class 27 contains 4208 members 
Mstep: Class 28 contains 1833 members 
Mstep: Class 29 contains 25807 members 
Mstep: Class 30 contains 1798 members 
Mstep: Class 31 contains 14476 members 
Mstep: Class 32 contains 3223 members 
Mstep: Class 33 contains 586 members 
Mstep: Class 34 contains 568 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 2292 members 
Mstep: Class 37 contains 4974 members 
Entering Unmasked Estep 
Score: -50350840.000000 Penalty: 23810.361328
Splitting cluster 28 changes total score from -50335852.000000 to -50350840.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 29 (25807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Entering Unmasked Estep 
Score: -931819.750000 Penalty: 462.207275
	Iteration 0F: 2 clusters Score -931819.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -914594.500000 Penalty: 924.414551
	Iteration 0F: 3 clusters Score -914594.5 nChanged 12305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -922251.437500 Penalty: 924.414551
	Iteration 1F: 3 clusters Score -922251.4 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -923374.062500 Penalty: 924.414551
	Iteration 2F: 3 clusters Score -923374.1 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -924960.500000 Penalty: 924.414551
	Iteration 3F: 3 clusters Score -924960.5 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -926724.875000 Penalty: 924.414551
	Iteration 4F: 3 clusters Score -926724.9 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -928270.187500 Penalty: 924.414551
	Iteration 5F: 3 clusters Score -928270.2 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -929473.312500 Penalty: 924.414551
	Iteration 6F: 3 clusters Score -929473.3 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -930309.812500 Penalty: 924.414551
	Iteration 7Q: 3 clusters Score -930309.8 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -930899.625000 Penalty: 924.414551
	Iteration 8Q: 3 clusters Score -930899.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -931261.437500 Penalty: 924.414551
	Iteration 9Q: 3 clusters Score -931261.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -931505.312500 Penalty: 924.414551
	Iteration 10Q: 3 clusters Score -931505.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -931646.875000 Penalty: 924.414551
	Iteration 11Q: 3 clusters Score -931646.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -931733.500000 Penalty: 924.414551
	Iteration 12Q: 3 clusters Score -931733.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -931789.312500 Penalty: 924.414551
	Iteration 13Q: 3 clusters Score -931789.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -931823.500000 Penalty: 924.414551
	Iteration 14Q: 3 clusters Score -931823.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -931841.125000 Penalty: 924.414551
	Iteration 15Q: 3 clusters Score -931841.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -931851.062500 Penalty: 924.414551
	Iteration 16Q: 3 clusters Score -931851.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -931853.875000 Penalty: 924.414551
	Iteration 17Q: 3 clusters Score -931853.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -931857.750000 Penalty: 924.414551
	Iteration 18Q: 3 clusters Score -931857.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -931858.000000 Penalty: 924.414551
	Iteration 19Q: 3 clusters Score -931858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -931860.375000 Penalty: 924.414551
	Iteration 20F: 3 clusters Score -931860.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -931863.250000 Penalty: 924.414551
	Iteration 21Q: 3 clusters Score -931863.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -931862.250000 Penalty: 924.414551
	Iteration 22Q: 3 clusters Score -931862.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -931861.187500 Penalty: 924.414551
	Iteration 23Q: 3 clusters Score -931861.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -931861.187500 Penalty: 924.414551
	Iteration 24F: 3 clusters Score -931861.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 21748 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 477367 members 
Mstep: Class 5 contains 12725 members 
Mstep: Class 6 contains 1802 members 
Mstep: Class 7 contains 11124 members 
Mstep: Class 8 contains 13161 members 
Mstep: Class 9 contains 6722 members 
Mstep: Class 10 contains 5609 members 
Mstep: Class 11 contains 8584 members 
Mstep: Class 12 contains 565145 members 
Mstep: Class 13 contains 7983 members 
Mstep: Class 14 contains 119461 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 13756 members 
Mstep: Class 18 contains 1093 members 
Mstep: Class 19 contains 2420 members 
Mstep: Class 20 contains 1755 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 14192 members 
Mstep: Class 23 contains 8043 members 
Mstep: Class 24 contains 6690 members 
Mstep: Class 25 contains 4079 members 
Mstep: Class 26 contains 10367 members 
Mstep: Class 27 contains 4208 members 
Mstep: Class 28 contains 1833 members 
Mstep: Class 29 contains 19190 members 
Mstep: Class 30 contains 1798 members 
Mstep: Class 31 contains 14476 members 
Mstep: Class 32 contains 3223 members 
Mstep: Class 33 contains 586 members 
Mstep: Class 34 contains 568 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 2292 members 
Mstep: Class 37 contains 4974 members 
Mstep: Class 38 contains 6617 members 
Entering Unmasked Estep 
Score: -50350772.000000 Penalty: 24453.884766
Splitting cluster 29 changes total score from -50335852.000000 to -50350772.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 30 (1798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Entering Unmasked Estep 
Score: -56210.214844 Penalty: 340.996582
	Iteration 0F: 2 clusters Score -56210.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -54940.148438 Penalty: 681.993164
	Iteration 0F: 3 clusters Score -54940.15 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -55643.503906 Penalty: 681.993164
	Iteration 1F: 3 clusters Score -55643.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -55945.789062 Penalty: 681.993164
	Iteration 2F: 3 clusters Score -55945.79 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -56121.347656 Penalty: 681.993164
	Iteration 3F: 3 clusters Score -56121.35 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -56242.910156 Penalty: 681.993164
	Iteration 4F: 3 clusters Score -56242.91 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -56390.472656 Penalty: 681.993164
	Iteration 5Q: 3 clusters Score -56390.47 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -56470.410156 Penalty: 681.993164
	Iteration 6Q: 3 clusters Score -56470.41 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -56543.277344 Penalty: 681.993164
	Iteration 7Q: 3 clusters Score -56543.28 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -56629.398438 Penalty: 681.993164
	Iteration 8Q: 3 clusters Score -56629.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -56712.964844 Penalty: 681.993164
	Iteration 9Q: 3 clusters Score -56712.96 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -56807.632812 Penalty: 681.993164
	Iteration 10Q: 3 clusters Score -56807.63 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -56933.324219 Penalty: 681.993164
	Iteration 11Q: 3 clusters Score -56933.32 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -57008.707031 Penalty: 681.993164
	Iteration 12Q: 3 clusters Score -57008.71 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -57029.683594 Penalty: 681.993164
	Iteration 13Q: 3 clusters Score -57029.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -57034.589844 Penalty: 681.993164
	Iteration 14Q: 3 clusters Score -57034.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -57036.277344 Penalty: 681.993164
	Iteration 15Q: 3 clusters Score -57036.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -57036.746094 Penalty: 681.993164
	Iteration 16Q: 3 clusters Score -57036.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -57036.878906 Penalty: 681.993164
	Iteration 17F: 3 clusters Score -57036.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -57037.140625 Penalty: 681.993164
	Iteration 18Q: 3 clusters Score -57037.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -57037.238281 Penalty: 681.993164
	Iteration 19Q: 3 clusters Score -57037.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -57037.289062 Penalty: 681.993164
	Iteration 20F: 3 clusters Score -57037.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -57037.515625 Penalty: 681.993164
	Iteration 21Q: 3 clusters Score -57037.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -57037.761719 Penalty: 681.993164
	Iteration 22Q: 3 clusters Score -57037.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -57037.875000 Penalty: 681.993164
	Iteration 23Q: 3 clusters Score -57037.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -57037.972656 Penalty: 681.993164
	Iteration 24Q: 3 clusters Score -57037.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -57037.972656 Penalty: 681.993164
	Iteration 25F: 3 clusters Score -57037.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 21748 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 477367 members 
Mstep: Class 5 contains 12725 members 
Mstep: Class 6 contains 1802 members 
Mstep: Class 7 contains 11124 members 
Mstep: Class 8 contains 13161 members 
Mstep: Class 9 contains 6722 members 
Mstep: Class 10 contains 5609 members 
Mstep: Class 11 contains 8584 members 
Mstep: Class 12 contains 565145 members 
Mstep: Class 13 contains 7983 members 
Mstep: Class 14 contains 119461 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 13756 members 
Mstep: Class 18 contains 1093 members 
Mstep: Class 19 contains 2420 members 
Mstep: Class 20 contains 1755 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 14192 members 
Mstep: Class 23 contains 8043 members 
Mstep: Class 24 contains 6690 members 
Mstep: Class 25 contains 4079 members 
Mstep: Class 26 contains 10367 members 
Mstep: Class 27 contains 4208 members 
Mstep: Class 28 contains 1833 members 
Mstep: Class 29 contains 19190 members 
Mstep: Class 30 contains 638 members 
Mstep: Class 31 contains 14476 members 
Mstep: Class 32 contains 3223 members 
Mstep: Class 33 contains 586 members 
Mstep: Class 34 contains 568 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 2292 members 
Mstep: Class 37 contains 4974 members 
Mstep: Class 38 contains 6617 members 
Mstep: Class 39 contains 1160 members 
Entering Unmasked Estep 
Score: -50351336.000000 Penalty: 25097.408203
Splitting cluster 30 changes total score from -50335852.000000 to -50351336.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 31 (14476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Entering Unmasked Estep 
Score: -514993.687500 Penalty: 435.901245
	Iteration 0F: 2 clusters Score -514993.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -505318.875000 Penalty: 871.802490
	Iteration 0F: 3 clusters Score -505318.9 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -509665.375000 Penalty: 871.802490
	Iteration 1F: 3 clusters Score -509665.4 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -510412.062500 Penalty: 871.802490
	Iteration 2F: 3 clusters Score -510412.1 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -511299.937500 Penalty: 871.802490
	Iteration 3F: 3 clusters Score -511299.9 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -512125.843750 Penalty: 871.802490
	Iteration 4F: 3 clusters Score -512125.8 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -512638.093750 Penalty: 871.802490
	Iteration 5F: 3 clusters Score -512638.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -512857.281250 Penalty: 871.802490
	Iteration 6Q: 3 clusters Score -512857.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -512947.156250 Penalty: 871.802490
	Iteration 7Q: 3 clusters Score -512947.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -513006.468750 Penalty: 871.802490
	Iteration 8Q: 3 clusters Score -513006.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -513058.593750 Penalty: 871.802490
	Iteration 9Q: 3 clusters Score -513058.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -513117.218750 Penalty: 871.802490
	Iteration 10Q: 3 clusters Score -513117.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -513184.875000 Penalty: 871.802490
	Iteration 11Q: 3 clusters Score -513184.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -513267.156250 Penalty: 871.802490
	Iteration 12Q: 3 clusters Score -513267.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -513364.187500 Penalty: 871.802490
	Iteration 13Q: 3 clusters Score -513364.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -513489.812500 Penalty: 871.802490
	Iteration 14Q: 3 clusters Score -513489.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -513631.062500 Penalty: 871.802490
	Iteration 15Q: 3 clusters Score -513631.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -513787.656250 Penalty: 871.802490
	Iteration 16Q: 3 clusters Score -513787.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -513934.312500 Penalty: 871.802490
	Iteration 17Q: 3 clusters Score -513934.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -514054.156250 Penalty: 871.802490
	Iteration 18Q: 3 clusters Score -514054.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -514178.625000 Penalty: 871.802490
	Iteration 19Q: 3 clusters Score -514178.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -514284.000000 Penalty: 871.802490
	Iteration 20F: 3 clusters Score -514284 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -514389.937500 Penalty: 871.802490
	Iteration 21Q: 3 clusters Score -514389.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -514493.906250 Penalty: 871.802490
	Iteration 22Q: 3 clusters Score -514493.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -514575.406250 Penalty: 871.802490
	Iteration 23Q: 3 clusters Score -514575.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -514652.312500 Penalty: 871.802490
	Iteration 24Q: 3 clusters Score -514652.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -514718.875000 Penalty: 871.802490
	Iteration 25Q: 3 clusters Score -514718.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -514788.468750 Penalty: 871.802490
	Iteration 26Q: 3 clusters Score -514788.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -514847.625000 Penalty: 871.802490
	Iteration 27Q: 3 clusters Score -514847.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -514885.187500 Penalty: 871.802490
	Iteration 28Q: 3 clusters Score -514885.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -514917.218750 Penalty: 871.802490
	Iteration 29Q: 3 clusters Score -514917.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -514946.656250 Penalty: 871.802490
	Iteration 30Q: 3 clusters Score -514946.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -514964.562500 Penalty: 871.802490
	Iteration 31Q: 3 clusters Score -514964.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -514973.437500 Penalty: 871.802490
	Iteration 32Q: 3 clusters Score -514973.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -514978.062500 Penalty: 871.802490
	Iteration 33Q: 3 clusters Score -514978.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -514981.031250 Penalty: 871.802490
	Iteration 34Q: 3 clusters Score -514981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -514982.687500 Penalty: 871.802490
	Iteration 35Q: 3 clusters Score -514982.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -514983.281250 Penalty: 871.802490
	Iteration 36Q: 3 clusters Score -514983.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -514982.468750 Penalty: 871.802490
	Iteration 37Q: 3 clusters Score -514982.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -514982.718750 Penalty: 871.802490
	Iteration 38Q: 3 clusters Score -514982.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -514982.906250 Penalty: 871.802490
	Iteration 39Q: 3 clusters Score -514982.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -514985.218750 Penalty: 871.802490
	Iteration 40F: 3 clusters Score -514985.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -514984.812500 Penalty: 871.802490
	Iteration 41Q: 3 clusters Score -514984.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -514987.187500 Penalty: 871.802490
	Iteration 42Q: 3 clusters Score -514987.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -514988.500000 Penalty: 871.802490
	Iteration 43Q: 3 clusters Score -514988.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -514989.593750 Penalty: 871.802490
	Iteration 44Q: 3 clusters Score -514989.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -514989.343750 Penalty: 871.802490
	Iteration 45Q: 3 clusters Score -514989.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -514989.562500 Penalty: 871.802490
	Iteration 46Q: 3 clusters Score -514989.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -514989.656250 Penalty: 871.802490
	Iteration 47Q: 3 clusters Score -514989.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -514989.656250 Penalty: 871.802490
	Iteration 48F: 3 clusters Score -514989.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 21748 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 477367 members 
Mstep: Class 5 contains 12725 members 
Mstep: Class 6 contains 1802 members 
Mstep: Class 8 contains 13161 members 
Mstep: Class 9 contains 6722 members 
Mstep: Class 10 contains 5609 members 
Mstep: Class 11 contains 8584 members 
Mstep: Class 12 contains 565145 members 
Mstep: Class 13 contains 7983 members 
Mstep: Class 14 contains 119461 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 13756 members 
Mstep: Class 18 contains 1093 members 
Mstep: Class 19 contains 2420 members 
Mstep: Class 20 contains 1755 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 14192 members 
Mstep: Class 23 contains 8043 members 
Mstep: Class 24 contains 6690 members 
Mstep: Class 25 contains 4079 members 
Mstep: Class 26 contains 10367 members 
Mstep: Class 27 contains 4208 members 
Mstep: Class 28 contains 1833 members 
Mstep: Class 29 contains 19190 members 
Mstep: Class 30 contains 638 members 
Mstep: Class 31 contains 14476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355792.000000 Penalty: 25097.408203
Iteration 79Q: 40 clusters Score -5.035579e+07 nChanged 9233
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 21961 members 
Mstep: Class 3 contains 7099 members 
Mstep: Class 4 contains 477544 members 
Mstep: Class 5 contains 12744 members 
Mstep: Class 6 contains 1886 members 
Mstep: Class 7 contains 10241 members 
Mstep: Class 8 contains 13090 members 
Mstep: Class 9 contains 6999 members 
Mstep: Class 10 contains 5559 members 
Mstep: Class 11 contains 8626 members 
Mstep: Class 12 contains 565948 members 
Mstep: Class 13 contains 8026 members 
Mstep: Class 14 contains 118860 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 966 members 
Mstep: Class 17 contains 13841 members 
Mstep: Class 18 contains 1096 members 
Mstep: Class 19 contains 2561 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 677 members 
Mstep: Class 22 contains 14317 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 6743 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 10331 members 
Mstep: Class 27 contains 4272 members 
Mstep: Class 28 contains 1872 members 
Mstep: Class 29 contains 18724 members 
Mstep: Class 30 contains 626 members 
Mstep: Class 31 contains 14655 members 
Mstep: Class 32 contains 3147 members 
Mstep: Class 33 contains 775 members 
Mstep: Class 34 contains 564 members 
Mstep: Class 35 contains 963 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 4755 members 
Mstep: Class 38 contains 6053 members 
Mstep: Class 39 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50359892.000000 Penalty: 25097.408203
Iteration 80F: 40 clusters Score -5.035989e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 22062 members 
Mstep: Class 3 contains 7173 members 
Mstep: Class 4 contains 477580 members 
Mstep: Class 5 contains 12718 members 
Mstep: Class 6 contains 1900 members 
Mstep: Class 7 contains 10588 members 
Mstep: Class 8 contains 13142 members 
Mstep: Class 9 contains 7119 members 
Mstep: Class 10 contains 5518 members 
Mstep: Class 11 contains 8580 members 
Mstep: Class 12 contains 565788 members 
Mstep: Class 13 contains 8050 members 
Mstep: Class 14 contains 117808 members 
Mstep: Class 15 contains 803 members 
Mstep: Class 16 contains 965 members 
Mstep: Class 17 contains 13832 members 
Mstep: Class 18 contains 1105 members 
Mstep: Class 19 contains 2644 members 
Mstep: Class 20 contains 1768 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 14355 members 
Mstep: Class 23 contains 8057 members 
Mstep: Class 24 contains 6708 members 
Mstep: Class 25 contains 4329 members 
Mstep: Class 26 contains 10255 members 
Mstep: Class 27 contains 4274 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 18390 members 
Mstep: Class 30 contains 646 members 
Mstep: Class 31 contains 14678 members 
Mstep: Class 32 contains 3100 members 
Mstep: Class 33 contains 987 members 
Mstep: Class 34 contains 574 members 
Mstep: Class 35 contains 957 members 
Mstep: Class 36 contains 2210 members 
Mstep: Class 37 contains 4746 members 
Mstep: Class 38 contains 6449 members 
Mstep: Class 39 contains 1092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50362332.000000 Penalty: 25097.408203
Iteration 81Q: 40 clusters Score -5.036233e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 22114 members 
Mstep: Class 3 contains 7239 members 
Mstep: Class 4 contains 477743 members 
Mstep: Class 5 contains 12691 members 
Mstep: Class 6 contains 1913 members 
Mstep: Class 7 contains 10791 members 
Mstep: Class 8 contains 13221 members 
Mstep: Class 9 contains 7194 members 
Mstep: Class 10 contains 5468 members 
Mstep: Class 11 contains 8532 members 
Mstep: Class 12 contains 565602 members 
Mstep: Class 13 contains 8094 members 
Mstep: Class 14 contains 116922 members 
Mstep: Class 15 contains 842 members 
Mstep: Class 16 contains 978 members 
Mstep: Class 17 contains 13829 members 
Mstep: Class 18 contains 1122 members 
Mstep: Class 19 contains 2700 members 
Mstep: Class 20 contains 1759 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 14382 members 
Mstep: Class 23 contains 8033 members 
Mstep: Class 24 contains 6682 members 
Mstep: Class 25 contains 4408 members 
Mstep: Class 26 contains 10236 members 
Mstep: Class 27 contains 4263 members 
Mstep: Class 28 contains 1969 members 
Mstep: Class 29 contains 18132 members 
Mstep: Class 30 contains 664 members 
Mstep: Class 31 contains 14696 members 
Mstep: Class 32 contains 3085 members 
Mstep: Class 33 contains 1165 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 955 members 
Mstep: Class 36 contains 2216 members 
Mstep: Class 37 contains 4738 members 
Mstep: Class 38 contains 6777 members 
Mstep: Class 39 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50363304.000000 Penalty: 25097.408203
Iteration 82Q: 40 clusters Score -5.03633e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 22120 members 
Mstep: Class 3 contains 7312 members 
Mstep: Class 4 contains 477946 members 
Mstep: Class 5 contains 12658 members 
Mstep: Class 6 contains 1919 members 
Mstep: Class 7 contains 10997 members 
Mstep: Class 8 contains 13316 members 
Mstep: Class 9 contains 7251 members 
Mstep: Class 10 contains 5415 members 
Mstep: Class 11 contains 8500 members 
Mstep: Class 12 contains 565365 members 
Mstep: Class 13 contains 8138 members 
Mstep: Class 14 contains 116086 members 
Mstep: Class 15 contains 898 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 13822 members 
Mstep: Class 18 contains 1137 members 
Mstep: Class 19 contains 2730 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 605 members 
Mstep: Class 22 contains 14383 members 
Mstep: Class 23 contains 8021 members 
Mstep: Class 24 contains 6658 members 
Mstep: Class 25 contains 4475 members 
Mstep: Class 26 contains 10231 members 
Mstep: Class 27 contains 4266 members 
Mstep: Class 28 contains 2012 members 
Mstep: Class 29 contains 17915 members 
Mstep: Class 30 contains 683 members 
Mstep: Class 31 contains 14704 members 
Mstep: Class 32 contains 3086 members 
Mstep: Class 33 contains 1334 members 
Mstep: Class 34 contains 598 members 
Mstep: Class 35 contains 955 members 
Mstep: Class 36 contains 2217 members 
Mstep: Class 37 contains 4736 members 
Mstep: Class 38 contains 7106 members 
Mstep: Class 39 contains 1075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50364156.000000 Penalty: 25097.408203
Iteration 83Q: 40 clusters Score -5.036416e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 22123 members 
Mstep: Class 3 contains 7365 members 
Mstep: Class 4 contains 478120 members 
Mstep: Class 5 contains 12611 members 
Mstep: Class 6 contains 1926 members 
Mstep: Class 7 contains 11183 members 
Mstep: Class 8 contains 13404 members 
Mstep: Class 9 contains 7310 members 
Mstep: Class 10 contains 5364 members 
Mstep: Class 11 contains 8487 members 
Mstep: Class 12 contains 565161 members 
Mstep: Class 13 contains 8185 members 
Mstep: Class 14 contains 115330 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 16 contains 1008 members 
Mstep: Class 17 contains 13811 members 
Mstep: Class 18 contains 1155 members 
Mstep: Class 19 contains 2757 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 591 members 
Mstep: Class 22 contains 14394 members 
Mstep: Class 23 contains 8002 members 
Mstep: Class 24 contains 6642 members 
Mstep: Class 25 contains 4522 members 
Mstep: Class 26 contains 10229 members 
Mstep: Class 27 contains 4262 members 
Mstep: Class 28 contains 2056 members 
Mstep: Class 29 contains 17738 members 
Mstep: Class 30 contains 710 members 
Mstep: Class 31 contains 14726 members 
Mstep: Class 32 contains 3073 members 
Mstep: Class 33 contains 1485 members 
Mstep: Class 34 contains 610 members 
Mstep: Class 35 contains 960 members 
Mstep: Class 36 contains 2222 members 
Mstep: Class 37 contains 4735 members 
Mstep: Class 38 contains 7395 members 
Mstep: Class 39 contains 1071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50364740.000000 Penalty: 25097.408203
Iteration 84Q: 40 clusters Score -5.036474e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 22115 members 
Mstep: Class 3 contains 7423 members 
Mstep: Class 4 contains 478321 members 
Mstep: Class 5 contains 12560 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 11343 members 
Mstep: Class 8 contains 13470 members 
Mstep: Class 9 contains 7347 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 8471 members 
Mstep: Class 12 contains 564958 members 
Mstep: Class 13 contains 8221 members 
Mstep: Class 14 contains 114640 members 
Mstep: Class 15 contains 977 members 
Mstep: Class 16 contains 1019 members 
Mstep: Class 17 contains 13801 members 
Mstep: Class 18 contains 1175 members 
Mstep: Class 19 contains 2786 members 
Mstep: Class 20 contains 1749 members 
Mstep: Class 21 contains 584 members 
Mstep: Class 22 contains 14422 members 
Mstep: Class 23 contains 7997 members 
Mstep: Class 24 contains 6630 members 
Mstep: Class 25 contains 4556 members 
Mstep: Class 26 contains 10232 members 
Mstep: Class 27 contains 4263 members 
Mstep: Class 28 contains 2098 members 
Mstep: Class 29 contains 17568 members 
Mstep: Class 30 contains 741 members 
Mstep: Class 31 contains 14761 members 
Mstep: Class 32 contains 3051 members 
Mstep: Class 33 contains 1608 members 
Mstep: Class 34 contains 622 members 
Mstep: Class 35 contains 961 members 
Mstep: Class 36 contains 2222 members 
Mstep: Class 37 contains 4744 members 
Mstep: Class 38 contains 7655 members 
Mstep: Class 39 contains 1065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50365132.000000 Penalty: 25097.408203
Iteration 85Q: 40 clusters Score -5.036513e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 22116 members 
Mstep: Class 3 contains 7497 members 
Mstep: Class 4 contains 478475 members 
Mstep: Class 5 contains 12514 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 11519 members 
Mstep: Class 8 contains 13518 members 
Mstep: Class 9 contains 7370 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 8464 members 
Mstep: Class 12 contains 564708 members 
Mstep: Class 13 contains 8257 members 
Mstep: Class 14 contains 114045 members 
Mstep: Class 15 contains 1000 members 
Mstep: Class 16 contains 1037 members 
Mstep: Class 17 contains 13792 members 
Mstep: Class 18 contains 1196 members 
Mstep: Class 19 contains 2806 members 
Mstep: Class 20 contains 1759 members 
Mstep: Class 21 contains 573 members 
Mstep: Class 22 contains 14433 members 
Mstep: Class 23 contains 8005 members 
Mstep: Class 24 contains 6610 members 
Mstep: Class 25 contains 4594 members 
Mstep: Class 26 contains 10247 members 
Mstep: Class 27 contains 4251 members 
Mstep: Class 28 contains 2136 members 
Mstep: Class 29 contains 17430 members 
Mstep: Class 30 contains 751 members 
Mstep: Class 31 contains 14788 members 
Mstep: Class 32 contains 3036 members 
Mstep: Class 33 contains 1729 members 
Mstep: Class 34 contains 630 members 
Mstep: Class 35 contains 963 members 
Mstep: Class 36 contains 2225 members 
Mstep: Class 37 contains 4748 members 
Mstep: Class 38 contains 7909 members 
Mstep: Class 39 contains 1066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50365564.000000 Penalty: 25097.408203
Iteration 86Q: 40 clusters Score -5.036556e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 22124 members 
Mstep: Class 3 contains 7567 members 
Mstep: Class 4 contains 478616 members 
Mstep: Class 5 contains 12475 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 13557 members 
Mstep: Class 9 contains 7389 members 
Mstep: Class 10 contains 5255 members 
Mstep: Class 11 contains 8440 members 
Mstep: Class 12 contains 564500 members 
Mstep: Class 13 contains 8286 members 
Mstep: Class 14 contains 113536 members 
Mstep: Class 15 contains 1025 members 
Mstep: Class 16 contains 1064 members 
Mstep: Class 17 contains 13790 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 1768 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 14420 members 
Mstep: Class 23 contains 7986 members 
Mstep: Class 24 contains 6589 members 
Mstep: Class 25 contains 4624 members 
Mstep: Class 26 contains 10271 members 
Mstep: Class 27 contains 4247 members 
Mstep: Class 28 contains 2175 members 
Mstep: Class 29 contains 17295 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 14818 members 
Mstep: Class 32 contains 3033 members 
Mstep: Class 33 contains 1843 members 
Mstep: Class 34 contains 635 members 
Mstep: Class 35 contains 966 members 
Mstep: Class 36 contains 2224 members 
Mstep: Class 37 contains 4738 members 
Mstep: Class 38 contains 8143 members 
Mstep: Class 39 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50365864.000000 Penalty: 25097.408203
Iteration 87Q: 40 clusters Score -5.036586e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 22137 members 
Mstep: Class 3 contains 7624 members 
Mstep: Class 4 contains 478760 members 
Mstep: Class 5 contains 12444 members 
Mstep: Class 6 contains 1956 members 
Mstep: Class 7 contains 11893 members 
Mstep: Class 8 contains 13608 members 
Mstep: Class 9 contains 7400 members 
Mstep: Class 10 contains 5212 members 
Mstep: Class 11 contains 8426 members 
Mstep: Class 12 contains 564309 members 
Mstep: Class 13 contains 8310 members 
Mstep: Class 14 contains 113061 members 
Mstep: Class 15 contains 1050 members 
Mstep: Class 16 contains 1096 members 
Mstep: Class 17 contains 13802 members 
Mstep: Class 18 contains 1229 members 
Mstep: Class 19 contains 2836 members 
Mstep: Class 20 contains 1779 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 14412 members 
Mstep: Class 23 contains 7969 members 
Mstep: Class 24 contains 6562 members 
Mstep: Class 25 contains 4647 members 
Mstep: Class 26 contains 10289 members 
Mstep: Class 27 contains 4240 members 
Mstep: Class 28 contains 2214 members 
Mstep: Class 29 contains 17162 members 
Mstep: Class 30 contains 765 members 
Mstep: Class 31 contains 14838 members 
Mstep: Class 32 contains 3031 members 
Mstep: Class 33 contains 1928 members 
Mstep: Class 34 contains 636 members 
Mstep: Class 35 contains 967 members 
Mstep: Class 36 contains 2222 members 
Mstep: Class 37 contains 4723 members 
Mstep: Class 38 contains 8361 members 
Mstep: Class 39 contains 1055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 634.309753 but Gain 643.523438
Score: -50366136.000000 Penalty: 24453.884766
Iteration 88Q: 39 clusters Score -5.036614e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 22144 members 
Mstep: Class 3 contains 7674 members 
Mstep: Class 4 contains 479396 members 
Mstep: Class 5 contains 12406 members 
Mstep: Class 6 contains 1962 members 
Mstep: Class 7 contains 12081 members 
Mstep: Class 8 contains 13631 members 
Mstep: Class 9 contains 7402 members 
Mstep: Class 10 contains 5182 members 
Mstep: Class 11 contains 8413 members 
Mstep: Class 12 contains 564135 members 
Mstep: Class 13 contains 8337 members 
Mstep: Class 14 contains 112680 members 
Mstep: Class 15 contains 1061 members 
Mstep: Class 16 contains 1115 members 
Mstep: Class 17 contains 13819 members 
Mstep: Class 18 contains 1255 members 
Mstep: Class 19 contains 2843 members 
Mstep: Class 20 contains 1791 members 
Mstep: Class 22 contains 14378 members 
Mstep: Class 23 contains 7949 members 
Mstep: Class 24 contains 6554 members 
Mstep: Class 25 contains 4669 members 
Mstep: Class 26 contains 10307 members 
Mstep: Class 27 contains 4225 members 
Mstep: Class 28 contains 2254 members 
Mstep: Class 29 contains 17029 members 
Mstep: Class 30 contains 774 members 
Mstep: Class 31 contains 14861 members 
Mstep: Class 32 contains 3024 members 
Mstep: Class 33 contains 2008 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 2225 members 
Mstep: Class 37 contains 4716 members 
Mstep: Class 38 contains 8569 members 
Mstep: Class 39 contains 1052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50366796.000000 Penalty: 24453.884766
Iteration 89Q: 39 clusters Score -5.03668e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 22133 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 479588 members 
Mstep: Class 5 contains 12373 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 12285 members 
Mstep: Class 8 contains 13664 members 
Mstep: Class 9 contains 7407 members 
Mstep: Class 10 contains 5133 members 
Mstep: Class 11 contains 8395 members 
Mstep: Class 12 contains 563979 members 
Mstep: Class 13 contains 8356 members 
Mstep: Class 14 contains 112197 members 
Mstep: Class 15 contains 1080 members 
Mstep: Class 16 contains 1135 members 
Mstep: Class 17 contains 13826 members 
Mstep: Class 18 contains 1284 members 
Mstep: Class 19 contains 2857 members 
Mstep: Class 20 contains 1781 members 
Mstep: Class 22 contains 14362 members 
Mstep: Class 23 contains 7939 members 
Mstep: Class 24 contains 6544 members 
Mstep: Class 25 contains 4693 members 
Mstep: Class 26 contains 10310 members 
Mstep: Class 27 contains 4206 members 
Mstep: Class 28 contains 2294 members 
Mstep: Class 29 contains 16903 members 
Mstep: Class 30 contains 791 members 
Mstep: Class 31 contains 14884 members 
Mstep: Class 32 contains 3012 members 
Mstep: Class 33 contains 2070 members 
Mstep: Class 34 contains 645 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 2221 members 
Mstep: Class 37 contains 4702 members 
Mstep: Class 38 contains 8782 members 
Mstep: Class 39 contains 1051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50366840.000000 Penalty: 24453.884766
Iteration 90Q: 39 clusters Score -5.036684e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 22136 members 
Mstep: Class 3 contains 7786 members 
Mstep: Class 4 contains 479746 members 
Mstep: Class 5 contains 12343 members 
Mstep: Class 6 contains 1975 members 
Mstep: Class 7 contains 12462 members 
Mstep: Class 8 contains 13702 members 
Mstep: Class 9 contains 7412 members 
Mstep: Class 10 contains 5106 members 
Mstep: Class 11 contains 8385 members 
Mstep: Class 12 contains 563814 members 
Mstep: Class 13 contains 8379 members 
Mstep: Class 14 contains 111791 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 1147 members 
Mstep: Class 17 contains 13838 members 
Mstep: Class 18 contains 1319 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 1768 members 
Mstep: Class 22 contains 14337 members 
Mstep: Class 23 contains 7942 members 
Mstep: Class 24 contains 6536 members 
Mstep: Class 25 contains 4716 members 
Mstep: Class 26 contains 10299 members 
Mstep: Class 27 contains 4197 members 
Mstep: Class 28 contains 2337 members 
Mstep: Class 29 contains 16803 members 
Mstep: Class 30 contains 794 members 
Mstep: Class 31 contains 14898 members 
Mstep: Class 32 contains 3002 members 
Mstep: Class 33 contains 2113 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 2218 members 
Mstep: Class 37 contains 4685 members 
Mstep: Class 38 contains 8976 members 
Mstep: Class 39 contains 1049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50367176.000000 Penalty: 24453.884766
Iteration 91Q: 39 clusters Score -5.036718e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 22141 members 
Mstep: Class 3 contains 7835 members 
Mstep: Class 4 contains 479920 members 
Mstep: Class 5 contains 12307 members 
Mstep: Class 6 contains 1983 members 
Mstep: Class 7 contains 12621 members 
Mstep: Class 8 contains 13711 members 
Mstep: Class 9 contains 7434 members 
Mstep: Class 10 contains 5067 members 
Mstep: Class 11 contains 8378 members 
Mstep: Class 12 contains 563646 members 
Mstep: Class 13 contains 8395 members 
Mstep: Class 14 contains 111442 members 
Mstep: Class 15 contains 1108 members 
Mstep: Class 16 contains 1166 members 
Mstep: Class 17 contains 13859 members 
Mstep: Class 18 contains 1343 members 
Mstep: Class 19 contains 2872 members 
Mstep: Class 20 contains 1762 members 
Mstep: Class 22 contains 14296 members 
Mstep: Class 23 contains 7931 members 
Mstep: Class 24 contains 6521 members 
Mstep: Class 25 contains 4740 members 
Mstep: Class 26 contains 10295 members 
Mstep: Class 27 contains 4184 members 
Mstep: Class 28 contains 2380 members 
Mstep: Class 29 contains 16728 members 
Mstep: Class 30 contains 792 members 
Mstep: Class 31 contains 14907 members 
Mstep: Class 32 contains 2993 members 
Mstep: Class 33 contains 2148 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 2217 members 
Mstep: Class 37 contains 4659 members 
Mstep: Class 38 contains 9154 members 
Mstep: Class 39 contains 1049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50367348.000000 Penalty: 24453.884766
Iteration 92Q: 39 clusters Score -5.036735e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 22138 members 
Mstep: Class 3 contains 7877 members 
Mstep: Class 4 contains 480056 members 
Mstep: Class 5 contains 12274 members 
Mstep: Class 6 contains 1991 members 
Mstep: Class 7 contains 12786 members 
Mstep: Class 8 contains 13712 members 
Mstep: Class 9 contains 7456 members 
Mstep: Class 10 contains 5029 members 
Mstep: Class 11 contains 8375 members 
Mstep: Class 12 contains 563507 members 
Mstep: Class 13 contains 8410 members 
Mstep: Class 14 contains 111135 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 13869 members 
Mstep: Class 18 contains 1359 members 
Mstep: Class 19 contains 2885 members 
Mstep: Class 20 contains 1765 members 
Mstep: Class 22 contains 14243 members 
Mstep: Class 23 contains 7930 members 
Mstep: Class 24 contains 6504 members 
Mstep: Class 25 contains 4755 members 
Mstep: Class 26 contains 10291 members 
Mstep: Class 27 contains 4175 members 
Mstep: Class 28 contains 2410 members 
Mstep: Class 29 contains 16662 members 
Mstep: Class 30 contains 791 members 
Mstep: Class 31 contains 14926 members 
Mstep: Class 32 contains 2987 members 
Mstep: Class 33 contains 2187 members 
Mstep: Class 34 contains 662 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 2213 members 
Mstep: Class 37 contains 4639 members 
Mstep: Class 38 contains 9305 members 
Mstep: Class 39 contains 1049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50367504.000000 Penalty: 24453.884766
Iteration 93Q: 39 clusters Score -5.03675e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 22132 members 
Mstep: Class 3 contains 7935 members 
Mstep: Class 4 contains 480167 members 
Mstep: Class 5 contains 12239 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 12932 members 
Mstep: Class 8 contains 13715 members 
Mstep: Class 9 contains 7467 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 8373 members 
Mstep: Class 12 contains 563367 members 
Mstep: Class 13 contains 8416 members 
Mstep: Class 14 contains 110858 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 13891 members 
Mstep: Class 18 contains 1380 members 
Mstep: Class 19 contains 2893 members 
Mstep: Class 20 contains 1771 members 
Mstep: Class 22 contains 14216 members 
Mstep: Class 23 contains 7929 members 
Mstep: Class 24 contains 6486 members 
Mstep: Class 25 contains 4767 members 
Mstep: Class 26 contains 10286 members 
Mstep: Class 27 contains 4170 members 
Mstep: Class 28 contains 2429 members 
Mstep: Class 29 contains 16605 members 
Mstep: Class 30 contains 798 members 
Mstep: Class 31 contains 14940 members 
Mstep: Class 32 contains 2986 members 
Mstep: Class 33 contains 2211 members 
Mstep: Class 34 contains 666 members 
Mstep: Class 35 contains 983 members 
Mstep: Class 36 contains 2211 members 
Mstep: Class 37 contains 4630 members 
Mstep: Class 38 contains 9442 members 
Mstep: Class 39 contains 1049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50367592.000000 Penalty: 24453.884766
Iteration 94Q: 39 clusters Score -5.036759e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 22126 members 
Mstep: Class 3 contains 7992 members 
Mstep: Class 4 contains 480254 members 
Mstep: Class 5 contains 12205 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 13066 members 
Mstep: Class 8 contains 13713 members 
Mstep: Class 9 contains 7476 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 8366 members 
Mstep: Class 12 contains 563233 members 
Mstep: Class 13 contains 8430 members 
Mstep: Class 14 contains 110609 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 1198 members 
Mstep: Class 17 contains 13904 members 
Mstep: Class 18 contains 1403 members 
Mstep: Class 19 contains 2903 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 22 contains 14219 members 
Mstep: Class 23 contains 7922 members 
Mstep: Class 24 contains 6474 members 
Mstep: Class 25 contains 4782 members 
Mstep: Class 26 contains 10286 members 
Mstep: Class 27 contains 4165 members 
Mstep: Class 28 contains 2451 members 
Mstep: Class 29 contains 16552 members 
Mstep: Class 30 contains 805 members 
Mstep: Class 31 contains 14946 members 
Mstep: Class 32 contains 2979 members 
Mstep: Class 33 contains 2230 members 
Mstep: Class 34 contains 667 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 2208 members 
Mstep: Class 37 contains 4626 members 
Mstep: Class 38 contains 9555 members 
Mstep: Class 39 contains 1048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50367616.000000 Penalty: 24453.884766
Iteration 95Q: 39 clusters Score -5.036762e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 22125 members 
Mstep: Class 3 contains 8033 members 
Mstep: Class 4 contains 480356 members 
Mstep: Class 5 contains 12171 members 
Mstep: Class 6 contains 2027 members 
Mstep: Class 7 contains 13186 members 
Mstep: Class 8 contains 13697 members 
Mstep: Class 9 contains 7483 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 8352 members 
Mstep: Class 12 contains 563116 members 
Mstep: Class 13 contains 8440 members 
Mstep: Class 14 contains 110399 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 1208 members 
Mstep: Class 17 contains 13914 members 
Mstep: Class 18 contains 1420 members 
Mstep: Class 19 contains 2909 members 
Mstep: Class 20 contains 1775 members 
Mstep: Class 22 contains 14213 members 
Mstep: Class 23 contains 7920 members 
Mstep: Class 24 contains 6464 members 
Mstep: Class 25 contains 4799 members 
Mstep: Class 26 contains 10284 members 
Mstep: Class 27 contains 4160 members 
Mstep: Class 28 contains 2468 members 
Mstep: Class 29 contains 16507 members 
Mstep: Class 30 contains 809 members 
Mstep: Class 31 contains 14950 members 
Mstep: Class 32 contains 2974 members 
Mstep: Class 33 contains 2244 members 
Mstep: Class 34 contains 669 members 
Mstep: Class 35 contains 988 members 
Mstep: Class 36 contains 2206 members 
Mstep: Class 37 contains 4625 members 
Mstep: Class 38 contains 9654 members 
Mstep: Class 39 contains 1048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50367704.000000 Penalty: 24453.884766
Iteration 96Q: 39 clusters Score -5.03677e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 22118 members 
Mstep: Class 3 contains 8059 members 
Mstep: Class 4 contains 480419 members 
Mstep: Class 5 contains 12142 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 13292 members 
Mstep: Class 8 contains 13681 members 
Mstep: Class 9 contains 7491 members 
Mstep: Class 10 contains 4898 members 
Mstep: Class 11 contains 8333 members 
Mstep: Class 12 contains 563041 members 
Mstep: Class 13 contains 8440 members 
Mstep: Class 14 contains 110224 members 
Mstep: Class 15 contains 1122 members 
Mstep: Class 16 contains 1214 members 
Mstep: Class 17 contains 13941 members 
Mstep: Class 18 contains 1432 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1775 members 
Mstep: Class 22 contains 14212 members 
Mstep: Class 23 contains 7924 members 
Mstep: Class 24 contains 6454 members 
Mstep: Class 25 contains 4818 members 
Mstep: Class 26 contains 10278 members 
Mstep: Class 27 contains 4158 members 
Mstep: Class 28 contains 2477 members 
Mstep: Class 29 contains 16459 members 
Mstep: Class 30 contains 810 members 
Mstep: Class 31 contains 14949 members 
Mstep: Class 32 contains 2971 members 
Mstep: Class 33 contains 2267 members 
Mstep: Class 34 contains 671 members 
Mstep: Class 35 contains 987 members 
Mstep: Class 36 contains 2204 members 
Mstep: Class 37 contains 4629 members 
Mstep: Class 38 contains 9736 members 
Mstep: Class 39 contains 1049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50367840.000000 Penalty: 24453.884766
Iteration 97Q: 39 clusters Score -5.036784e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 22109 members 
Mstep: Class 3 contains 8072 members 
Mstep: Class 4 contains 480488 members 
Mstep: Class 5 contains 12110 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 13388 members 
Mstep: Class 8 contains 13673 members 
Mstep: Class 9 contains 7494 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 8310 members 
Mstep: Class 12 contains 562946 members 
Mstep: Class 13 contains 8439 members 
Mstep: Class 14 contains 110055 members 
Mstep: Class 15 contains 1131 members 
Mstep: Class 16 contains 1223 members 
Mstep: Class 17 contains 13971 members 
Mstep: Class 18 contains 1444 members 
Mstep: Class 19 contains 2921 members 
Mstep: Class 20 contains 1781 members 
Mstep: Class 22 contains 14221 members 
Mstep: Class 23 contains 7917 members 
Mstep: Class 24 contains 6449 members 
Mstep: Class 25 contains 4833 members 
Mstep: Class 26 contains 10269 members 
Mstep: Class 27 contains 4152 members 
Mstep: Class 28 contains 2490 members 
Mstep: Class 29 contains 16416 members 
Mstep: Class 30 contains 814 members 
Mstep: Class 31 contains 14942 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 2281 members 
Mstep: Class 34 contains 674 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 2198 members 
Mstep: Class 37 contains 4636 members 
Mstep: Class 38 contains 9834 members 
Mstep: Class 39 contains 1048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50367964.000000 Penalty: 24453.884766
Iteration 98Q: 39 clusters Score -5.036796e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 22099 members 
Mstep: Class 3 contains 8086 members 
Mstep: Class 4 contains 480557 members 
Mstep: Class 5 contains 12089 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 13481 members 
Mstep: Class 8 contains 13664 members 
Mstep: Class 9 contains 7497 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 8297 members 
Mstep: Class 12 contains 562839 members 
Mstep: Class 13 contains 8437 members 
Mstep: Class 14 contains 109870 members 
Mstep: Class 15 contains 1136 members 
Mstep: Class 16 contains 1231 members 
Mstep: Class 17 contains 14004 members 
Mstep: Class 18 contains 1448 members 
Mstep: Class 19 contains 2922 members 
Mstep: Class 20 contains 1791 members 
Mstep: Class 22 contains 14234 members 
Mstep: Class 23 contains 7923 members 
Mstep: Class 24 contains 6445 members 
Mstep: Class 25 contains 4848 members 
Mstep: Class 26 contains 10261 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 2498 members 
Mstep: Class 29 contains 16379 members 
Mstep: Class 30 contains 814 members 
Mstep: Class 31 contains 14942 members 
Mstep: Class 32 contains 2958 members 
Mstep: Class 33 contains 2298 members 
Mstep: Class 34 contains 677 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 2197 members 
Mstep: Class 37 contains 4646 members 
Mstep: Class 38 contains 9936 members 
Mstep: Class 39 contains 1048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50367968.000000 Penalty: 24453.884766
Iteration 99Q: 39 clusters Score -5.036797e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 22091 members 
Mstep: Class 3 contains 8102 members 
Mstep: Class 4 contains 480621 members 
Mstep: Class 5 contains 12067 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 13567 members 
Mstep: Class 8 contains 13662 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 8282 members 
Mstep: Class 12 contains 562773 members 
Mstep: Class 13 contains 8438 members 
Mstep: Class 14 contains 109724 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 1235 members 
Mstep: Class 17 contains 14044 members 
Mstep: Class 18 contains 1450 members 
Mstep: Class 19 contains 2926 members 
Mstep: Class 20 contains 1790 members 
Mstep: Class 22 contains 14235 members 
Mstep: Class 23 contains 7924 members 
Mstep: Class 24 contains 6441 members 
Mstep: Class 25 contains 4866 members 
Mstep: Class 26 contains 10254 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 2501 members 
Mstep: Class 29 contains 16343 members 
Mstep: Class 30 contains 820 members 
Mstep: Class 31 contains 14944 members 
Mstep: Class 32 contains 2955 members 
Mstep: Class 33 contains 2304 members 
Mstep: Class 34 contains 679 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 2195 members 
Mstep: Class 37 contains 4657 members 
Mstep: Class 38 contains 10023 members 
Mstep: Class 39 contains 1048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50368056.000000 Penalty: 24453.884766
Iteration 100F: 39 clusters Score -5.036806e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 22090 members 
Mstep: Class 3 contains 8106 members 
Mstep: Class 4 contains 480635 members 
Mstep: Class 5 contains 12044 members 
Mstep: Class 6 contains 2084 members 
Mstep: Class 7 contains 13660 members 
Mstep: Class 8 contains 13657 members 
Mstep: Class 9 contains 7496 members 
Mstep: Class 10 contains 4778 members 
Mstep: Class 11 contains 8267 members 
Mstep: Class 12 contains 562698 members 
Mstep: Class 13 contains 8438 members 
Mstep: Class 14 contains 109557 members 
Mstep: Class 15 contains 1142 members 
Mstep: Class 16 contains 1244 members 
Mstep: Class 17 contains 14088 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 2928 members 
Mstep: Class 20 contains 1787 members 
Mstep: Class 22 contains 14235 members 
Mstep: Class 23 contains 7920 members 
Mstep: Class 24 contains 6435 members 
Mstep: Class 25 contains 4884 members 
Mstep: Class 26 contains 10242 members 
Mstep: Class 27 contains 4129 members 
Mstep: Class 28 contains 2499 members 
Mstep: Class 29 contains 16308 members 
Mstep: Class 30 contains 863 members 
Mstep: Class 31 contains 14947 members 
Mstep: Class 32 contains 2959 members 
Mstep: Class 33 contains 2362 members 
Mstep: Class 34 contains 680 members 
Mstep: Class 35 contains 985 members 
Mstep: Class 36 contains 2190 members 
Mstep: Class 37 contains 4666 members 
Mstep: Class 38 contains 10127 members 
Mstep: Class 39 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50368072.000000 Penalty: 24453.884766
Iteration 101Q: 39 clusters Score -5.036807e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 22093 members 
Mstep: Class 3 contains 8117 members 
Mstep: Class 4 contains 480607 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 13729 members 
Mstep: Class 8 contains 13657 members 
Mstep: Class 9 contains 7508 members 
Mstep: Class 10 contains 4757 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 562618 members 
Mstep: Class 13 contains 8441 members 
Mstep: Class 14 contains 109425 members 
Mstep: Class 15 contains 1144 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 14117 members 
Mstep: Class 18 contains 1472 members 
Mstep: Class 19 contains 2926 members 
Mstep: Class 20 contains 1787 members 
Mstep: Class 22 contains 14232 members 
Mstep: Class 23 contains 7924 members 
Mstep: Class 24 contains 6427 members 
Mstep: Class 25 contains 4900 members 
Mstep: Class 26 contains 10232 members 
Mstep: Class 27 contains 4116 members 
Mstep: Class 28 contains 2501 members 
Mstep: Class 29 contains 16270 members 
Mstep: Class 30 contains 911 members 
Mstep: Class 31 contains 14946 members 
Mstep: Class 32 contains 2956 members 
Mstep: Class 33 contains 2421 members 
Mstep: Class 34 contains 680 members 
Mstep: Class 35 contains 984 members 
Mstep: Class 36 contains 2191 members 
Mstep: Class 37 contains 4673 members 
Mstep: Class 38 contains 10217 members 
Mstep: Class 39 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50368208.000000 Penalty: 24453.884766
Iteration 102Q: 39 clusters Score -5.036821e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 22094 members 
Mstep: Class 3 contains 8127 members 
Mstep: Class 4 contains 480587 members 
Mstep: Class 5 contains 11978 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 13798 members 
Mstep: Class 8 contains 13654 members 
Mstep: Class 9 contains 7512 members 
Mstep: Class 10 contains 4738 members 
Mstep: Class 11 contains 8258 members 
Mstep: Class 12 contains 562539 members 
Mstep: Class 13 contains 8437 members 
Mstep: Class 14 contains 109319 members 
Mstep: Class 15 contains 1149 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 14148 members 
Mstep: Class 18 contains 1481 members 
Mstep: Class 19 contains 2926 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 22 contains 14235 members 
Mstep: Class 23 contains 7904 members 
Mstep: Class 24 contains 6419 members 
Mstep: Class 25 contains 4916 members 
Mstep: Class 26 contains 10211 members 
Mstep: Class 27 contains 4108 members 
Mstep: Class 28 contains 2507 members 
Mstep: Class 29 contains 16242 members 
Mstep: Class 30 contains 949 members 
Mstep: Class 31 contains 14952 members 
Mstep: Class 32 contains 2961 members 
Mstep: Class 33 contains 2475 members 
Mstep: Class 34 contains 683 members 
Mstep: Class 35 contains 981 members 
Mstep: Class 36 contains 2193 members 
Mstep: Class 37 contains 4674 members 
Mstep: Class 38 contains 10295 members 
Mstep: Class 39 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50368320.000000 Penalty: 24453.884766
Iteration 103Q: 39 clusters Score -5.036832e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 22089 members 
Mstep: Class 3 contains 8146 members 
Mstep: Class 4 contains 480589 members 
Mstep: Class 5 contains 11949 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 13862 members 
Mstep: Class 8 contains 13659 members 
Mstep: Class 9 contains 7513 members 
Mstep: Class 10 contains 4711 members 
Mstep: Class 11 contains 8251 members 
Mstep: Class 12 contains 562449 members 
Mstep: Class 13 contains 8440 members 
Mstep: Class 14 contains 109203 members 
Mstep: Class 15 contains 1155 members 
Mstep: Class 16 contains 1278 members 
Mstep: Class 17 contains 14182 members 
Mstep: Class 18 contains 1486 members 
Mstep: Class 19 contains 2926 members 
Mstep: Class 20 contains 1791 members 
Mstep: Class 22 contains 14236 members 
Mstep: Class 23 contains 7910 members 
Mstep: Class 24 contains 6410 members 
Mstep: Class 25 contains 4947 members 
Mstep: Class 26 contains 10195 members 
Mstep: Class 27 contains 4103 members 
Mstep: Class 28 contains 2513 members 
Mstep: Class 29 contains 16212 members 
Mstep: Class 30 contains 969 members 
Mstep: Class 31 contains 14945 members 
Mstep: Class 32 contains 2960 members 
Mstep: Class 33 contains 2527 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 978 members 
Mstep: Class 36 contains 2195 members 
Mstep: Class 37 contains 4675 members 
Mstep: Class 38 contains 10379 members 
Mstep: Class 39 contains 1044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50368480.000000 Penalty: 24453.884766
Iteration 104Q: 39 clusters Score -5.036848e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 22090 members 
Mstep: Class 3 contains 8156 members 
Mstep: Class 4 contains 480644 members 
Mstep: Class 5 contains 11931 members 
Mstep: Class 6 contains 2100 members 
Mstep: Class 7 contains 13931 members 
Mstep: Class 8 contains 13649 members 
Mstep: Class 9 contains 7507 members 
Mstep: Class 10 contains 4702 members 
Mstep: Class 11 contains 8254 members 
Mstep: Class 12 contains 562376 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 109058 members 
Mstep: Class 15 contains 1158 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 14196 members 
Mstep: Class 18 contains 1486 members 
Mstep: Class 19 contains 2926 members 
Mstep: Class 20 contains 1793 members 
Mstep: Class 22 contains 14235 members 
Mstep: Class 23 contains 7907 members 
Mstep: Class 24 contains 6402 members 
Mstep: Class 25 contains 4969 members 
Mstep: Class 26 contains 10177 members 
Mstep: Class 27 contains 4096 members 
Mstep: Class 28 contains 2519 members 
Mstep: Class 29 contains 16181 members 
Mstep: Class 30 contains 986 members 
Mstep: Class 31 contains 14944 members 
Mstep: Class 32 contains 2959 members 
Mstep: Class 33 contains 2567 members 
Mstep: Class 34 contains 697 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 2196 members 
Mstep: Class 37 contains 4676 members 
Mstep: Class 38 contains 10463 members 
Mstep: Class 39 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50368440.000000 Penalty: 24453.884766
Iteration 105Q: 39 clusters Score -5.036844e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 22080 members 
Mstep: Class 3 contains 8164 members 
Mstep: Class 4 contains 480698 members 
Mstep: Class 5 contains 11918 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 13997 members 
Mstep: Class 8 contains 13649 members 
Mstep: Class 9 contains 7502 members 
Mstep: Class 10 contains 4695 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 562300 members 
Mstep: Class 13 contains 8438 members 
Mstep: Class 14 contains 108914 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 1319 members 
Mstep: Class 17 contains 14226 members 
Mstep: Class 18 contains 1488 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1793 members 
Mstep: Class 22 contains 14226 members 
Mstep: Class 23 contains 7905 members 
Mstep: Class 24 contains 6394 members 
Mstep: Class 25 contains 4983 members 
Mstep: Class 26 contains 10173 members 
Mstep: Class 27 contains 4087 members 
Mstep: Class 28 contains 2526 members 
Mstep: Class 29 contains 16158 members 
Mstep: Class 30 contains 1005 members 
Mstep: Class 31 contains 14954 members 
Mstep: Class 32 contains 2961 members 
Mstep: Class 33 contains 2595 members 
Mstep: Class 34 contains 702 members 
Mstep: Class 35 contains 969 members 
Mstep: Class 36 contains 2197 members 
Mstep: Class 37 contains 4677 members 
Mstep: Class 38 contains 10520 members 
Mstep: Class 39 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50368492.000000 Penalty: 24453.884766
Iteration 106Q: 39 clusters Score -5.036849e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 22069 members 
Mstep: Class 3 contains 8173 members 
Mstep: Class 4 contains 480734 members 
Mstep: Class 5 contains 11910 members 
Mstep: Class 6 contains 2105 members 
Mstep: Class 7 contains 14066 members 
Mstep: Class 8 contains 13642 members 
Mstep: Class 9 contains 7504 members 
Mstep: Class 10 contains 4696 members 
Mstep: Class 11 contains 8236 members 
Mstep: Class 12 contains 562230 members 
Mstep: Class 13 contains 8442 members 
Mstep: Class 14 contains 108788 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 14232 members 
Mstep: Class 18 contains 1488 members 
Mstep: Class 19 contains 2939 members 
Mstep: Class 20 contains 1791 members 
Mstep: Class 22 contains 14229 members 
Mstep: Class 23 contains 7915 members 
Mstep: Class 24 contains 6390 members 
Mstep: Class 25 contains 4992 members 
Mstep: Class 26 contains 10168 members 
Mstep: Class 27 contains 4086 members 
Mstep: Class 28 contains 2533 members 
Mstep: Class 29 contains 16139 members 
Mstep: Class 30 contains 1013 members 
Mstep: Class 31 contains 14950 members 
Mstep: Class 32 contains 2958 members 
Mstep: Class 33 contains 2622 members 
Mstep: Class 34 contains 704 members 
Mstep: Class 35 contains 963 members 
Mstep: Class 36 contains 2196 members 
Mstep: Class 37 contains 4680 members 
Mstep: Class 38 contains 10572 members 
Mstep: Class 39 contains 1037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50368460.000000 Penalty: 24453.884766
Iteration 107Q: 39 clusters Score -5.036846e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 22042 members 
Mstep: Class 3 contains 8175 members 
Mstep: Class 4 contains 480760 members 
Mstep: Class 5 contains 11908 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 14114 members 
Mstep: Class 8 contains 13646 members 
Mstep: Class 9 contains 7512 members 
Mstep: Class 10 contains 4684 members 
Mstep: Class 11 contains 8222 members 
Mstep: Class 12 contains 562180 members 
Mstep: Class 13 contains 8442 members 
Mstep: Class 14 contains 108682 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 14244 members 
Mstep: Class 18 contains 1488 members 
Mstep: Class 19 contains 2946 members 
Mstep: Class 20 contains 1793 members 
Mstep: Class 22 contains 14241 members 
Mstep: Class 23 contains 7923 members 
Mstep: Class 24 contains 6385 members 
Mstep: Class 25 contains 4997 members 
Mstep: Class 26 contains 10172 members 
Mstep: Class 27 contains 4082 members 
Mstep: Class 28 contains 2540 members 
Mstep: Class 29 contains 16122 members 
Mstep: Class 30 contains 1022 members 
Mstep: Class 31 contains 14945 members 
Mstep: Class 32 contains 2955 members 
Mstep: Class 33 contains 2646 members 
Mstep: Class 34 contains 707 members 
Mstep: Class 35 contains 957 members 
Mstep: Class 36 contains 2192 members 
Mstep: Class 37 contains 4680 members 
Mstep: Class 38 contains 10619 members 
Mstep: Class 39 contains 1034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50368520.000000 Penalty: 24453.884766
Iteration 108Q: 39 clusters Score -5.036852e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 22012 members 
Mstep: Class 3 contains 8167 members 
Mstep: Class 4 contains 480798 members 
Mstep: Class 5 contains 11907 members 
Mstep: Class 6 contains 2109 members 
Mstep: Class 7 contains 14160 members 
Mstep: Class 8 contains 13639 members 
Mstep: Class 9 contains 7518 members 
Mstep: Class 10 contains 4675 members 
Mstep: Class 11 contains 8203 members 
Mstep: Class 12 contains 562157 members 
Mstep: Class 13 contains 8441 members 
Mstep: Class 14 contains 108574 members 
Mstep: Class 15 contains 1158 members 
Mstep: Class 16 contains 1408 members 
Mstep: Class 17 contains 14260 members 
Mstep: Class 18 contains 1487 members 
Mstep: Class 19 contains 2947 members 
Mstep: Class 20 contains 1805 members 
Mstep: Class 22 contains 14239 members 
Mstep: Class 23 contains 7925 members 
Mstep: Class 24 contains 6382 members 
Mstep: Class 25 contains 4997 members 
Mstep: Class 26 contains 10167 members 
Mstep: Class 27 contains 4078 members 
Mstep: Class 28 contains 2547 members 
Mstep: Class 29 contains 16102 members 
Mstep: Class 30 contains 1026 members 
Mstep: Class 31 contains 14945 members 
Mstep: Class 32 contains 2952 members 
Mstep: Class 33 contains 2676 members 
Mstep: Class 34 contains 710 members 
Mstep: Class 35 contains 954 members 
Mstep: Class 36 contains 2192 members 
Mstep: Class 37 contains 4687 members 
Mstep: Class 38 contains 10672 members 
Mstep: Class 39 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50368580.000000 Penalty: 24453.884766
Iteration 109Q: 39 clusters Score -5.036858e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 21987 members 
Mstep: Class 3 contains 8162 members 
Mstep: Class 4 contains 480840 members 
Mstep: Class 5 contains 11907 members 
Mstep: Class 6 contains 2110 members 
Mstep: Class 7 contains 14195 members 
Mstep: Class 8 contains 13638 members 
Mstep: Class 9 contains 7518 members 
Mstep: Class 10 contains 4677 members 
Mstep: Class 11 contains 8199 members 
Mstep: Class 12 contains 562135 members 
Mstep: Class 13 contains 8442 members 
Mstep: Class 14 contains 108474 members 
Mstep: Class 15 contains 1153 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 14281 members 
Mstep: Class 18 contains 1487 members 
Mstep: Class 19 contains 2944 members 
Mstep: Class 20 contains 1809 members 
Mstep: Class 22 contains 14238 members 
Mstep: Class 23 contains 7928 members 
Mstep: Class 24 contains 6375 members 
Mstep: Class 25 contains 5000 members 
Mstep: Class 26 contains 10160 members 
Mstep: Class 27 contains 4073 members 
Mstep: Class 28 contains 2550 members 
Mstep: Class 29 contains 16073 members 
Mstep: Class 30 contains 1029 members 
Mstep: Class 31 contains 14942 members 
Mstep: Class 32 contains 2953 members 
Mstep: Class 33 contains 2697 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 951 members 
Mstep: Class 36 contains 2193 members 
Mstep: Class 37 contains 4694 members 
Mstep: Class 38 contains 10718 members 
Mstep: Class 39 contains 1029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50368576.000000 Penalty: 24453.884766
Iteration 110Q: 39 clusters Score -5.036858e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 21975 members 
Mstep: Class 3 contains 8150 members 
Mstep: Class 4 contains 480870 members 
Mstep: Class 5 contains 11907 members 
Mstep: Class 6 contains 2111 members 
Mstep: Class 7 contains 14221 members 
Mstep: Class 8 contains 13639 members 
Mstep: Class 9 contains 7521 members 
Mstep: Class 10 contains 4680 members 
Mstep: Class 11 contains 8196 members 
Mstep: Class 12 contains 562124 members 
Mstep: Class 13 contains 8443 members 
Mstep: Class 14 contains 108388 members 
Mstep: Class 15 contains 1150 members 
Mstep: Class 16 contains 1445 members 
Mstep: Class 17 contains 14301 members 
Mstep: Class 18 contains 1486 members 
Mstep: Class 19 contains 2939 members 
Mstep: Class 20 contains 1813 members 
Mstep: Class 22 contains 14240 members 
Mstep: Class 23 contains 7930 members 
Mstep: Class 24 contains 6366 members 
Mstep: Class 25 contains 4999 members 
Mstep: Class 26 contains 10156 members 
Mstep: Class 27 contains 4074 members 
Mstep: Class 28 contains 2553 members 
Mstep: Class 29 contains 16043 members 
Mstep: Class 30 contains 1040 members 
Mstep: Class 31 contains 14938 members 
Mstep: Class 32 contains 2958 members 
Mstep: Class 33 contains 2715 members 
Mstep: Class 34 contains 717 members 
Mstep: Class 35 contains 949 members 
Mstep: Class 36 contains 2192 members 
Mstep: Class 37 contains 4695 members 
Mstep: Class 38 contains 10758 members 
Mstep: Class 39 contains 1028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50368644.000000 Penalty: 24453.884766
Iteration 111Q: 39 clusters Score -5.036864e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 21974 members 
Mstep: Class 3 contains 8141 members 
Mstep: Class 4 contains 480896 members 
Mstep: Class 5 contains 11905 members 
Mstep: Class 6 contains 2114 members 
Mstep: Class 7 contains 14240 members 
Mstep: Class 8 contains 13638 members 
Mstep: Class 9 contains 7528 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 8192 members 
Mstep: Class 12 contains 562109 members 
Mstep: Class 13 contains 8448 members 
Mstep: Class 14 contains 108317 members 
Mstep: Class 15 contains 1144 members 
Mstep: Class 16 contains 1465 members 
Mstep: Class 17 contains 14307 members 
Mstep: Class 18 contains 1485 members 
Mstep: Class 19 contains 2938 members 
Mstep: Class 20 contains 1817 members 
Mstep: Class 22 contains 14243 members 
Mstep: Class 23 contains 7932 members 
Mstep: Class 24 contains 6362 members 
Mstep: Class 25 contains 5003 members 
Mstep: Class 26 contains 10150 members 
Mstep: Class 27 contains 4075 members 
Mstep: Class 28 contains 2554 members 
Mstep: Class 29 contains 16015 members 
Mstep: Class 30 contains 1047 members 
Mstep: Class 31 contains 14936 members 
Mstep: Class 32 contains 2960 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 717 members 
Mstep: Class 35 contains 948 members 
Mstep: Class 36 contains 2189 members 
Mstep: Class 37 contains 4697 members 
Mstep: Class 38 contains 10788 members 
Mstep: Class 39 contains 1026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50368588.000000 Penalty: 24453.884766
Iteration 112Q: 39 clusters Score -5.036859e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 21976 members 
Mstep: Class 3 contains 8134 members 
Mstep: Class 4 contains 480925 members 
Mstep: Class 5 contains 11906 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 14251 members 
Mstep: Class 8 contains 13636 members 
Mstep: Class 9 contains 7531 members 
Mstep: Class 10 contains 4688 members 
Mstep: Class 11 contains 8191 members 
Mstep: Class 12 contains 562072 members 
Mstep: Class 13 contains 8456 members 
Mstep: Class 14 contains 108263 members 
Mstep: Class 15 contains 1147 members 
Mstep: Class 16 contains 1480 members 
Mstep: Class 17 contains 14313 members 
Mstep: Class 18 contains 1482 members 
Mstep: Class 19 contains 2938 members 
Mstep: Class 20 contains 1815 members 
Mstep: Class 22 contains 14248 members 
Mstep: Class 23 contains 7937 members 
Mstep: Class 24 contains 6360 members 
Mstep: Class 25 contains 5009 members 
Mstep: Class 26 contains 10141 members 
Mstep: Class 27 contains 4077 members 
Mstep: Class 28 contains 2554 members 
Mstep: Class 29 contains 15990 members 
Mstep: Class 30 contains 1053 members 
Mstep: Class 31 contains 14936 members 
Mstep: Class 32 contains 2961 members 
Mstep: Class 33 contains 2724 members 
Mstep: Class 34 contains 717 members 
Mstep: Class 35 contains 945 members 
Mstep: Class 36 contains 2186 members 
Mstep: Class 37 contains 4702 members 
Mstep: Class 38 contains 10818 members 
Mstep: Class 39 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50368548.000000 Penalty: 24453.884766
Iteration 113Q: 39 clusters Score -5.036855e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 21966 members 
Mstep: Class 3 contains 8130 members 
Mstep: Class 4 contains 480936 members 
Mstep: Class 5 contains 11906 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 14264 members 
Mstep: Class 8 contains 13635 members 
Mstep: Class 9 contains 7532 members 
Mstep: Class 10 contains 4695 members 
Mstep: Class 11 contains 8192 members 
Mstep: Class 12 contains 562051 members 
Mstep: Class 13 contains 8460 members 
Mstep: Class 14 contains 108219 members 
Mstep: Class 15 contains 1148 members 
Mstep: Class 16 contains 1488 members 
Mstep: Class 17 contains 14315 members 
Mstep: Class 18 contains 1482 members 
Mstep: Class 19 contains 2936 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 22 contains 14253 members 
Mstep: Class 23 contains 7942 members 
Mstep: Class 24 contains 6359 members 
Mstep: Class 25 contains 5012 members 
Mstep: Class 26 contains 10138 members 
Mstep: Class 27 contains 4072 members 
Mstep: Class 28 contains 2555 members 
Mstep: Class 29 contains 15963 members 
Mstep: Class 30 contains 1061 members 
Mstep: Class 31 contains 14946 members 
Mstep: Class 32 contains 2959 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 717 members 
Mstep: Class 35 contains 944 members 
Mstep: Class 36 contains 2186 members 
Mstep: Class 37 contains 4709 members 
Mstep: Class 38 contains 10851 members 
Mstep: Class 39 contains 1021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50368596.000000 Penalty: 24453.884766
Iteration 114Q: 39 clusters Score -5.03686e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 21967 members 
Mstep: Class 3 contains 8138 members 
Mstep: Class 4 contains 480947 members 
Mstep: Class 5 contains 11905 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 14273 members 
Mstep: Class 8 contains 13634 members 
Mstep: Class 9 contains 7532 members 
Mstep: Class 10 contains 4695 members 
Mstep: Class 11 contains 8190 members 
Mstep: Class 12 contains 562010 members 
Mstep: Class 13 contains 8465 members 
Mstep: Class 14 contains 108187 members 
Mstep: Class 15 contains 1145 members 
Mstep: Class 16 contains 1501 members 
Mstep: Class 17 contains 14318 members 
Mstep: Class 18 contains 1481 members 
Mstep: Class 19 contains 2933 members 
Mstep: Class 20 contains 1807 members 
Mstep: Class 22 contains 14249 members 
Mstep: Class 23 contains 7946 members 
Mstep: Class 24 contains 6358 members 
Mstep: Class 25 contains 5017 members 
Mstep: Class 26 contains 10137 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 2558 members 
Mstep: Class 29 contains 15942 members 
Mstep: Class 30 contains 1069 members 
Mstep: Class 31 contains 14948 members 
Mstep: Class 32 contains 2957 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 717 members 
Mstep: Class 35 contains 942 members 
Mstep: Class 36 contains 2186 members 
Mstep: Class 37 contains 4709 members 
Mstep: Class 38 contains 10886 members 
Mstep: Class 39 contains 1020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50368564.000000 Penalty: 24453.884766
Iteration 115Q: 39 clusters Score -5.036856e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 21976 members 
Mstep: Class 3 contains 8142 members 
Mstep: Class 4 contains 480957 members 
Mstep: Class 5 contains 11905 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 14277 members 
Mstep: Class 8 contains 13634 members 
Mstep: Class 9 contains 7535 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 8186 members 
Mstep: Class 12 contains 561977 members 
Mstep: Class 13 contains 8468 members 
Mstep: Class 14 contains 108164 members 
Mstep: Class 15 contains 1142 members 
Mstep: Class 16 contains 1512 members 
Mstep: Class 17 contains 14321 members 
Mstep: Class 18 contains 1483 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1802 members 
Mstep: Class 22 contains 14250 members 
Mstep: Class 23 contains 7953 members 
Mstep: Class 24 contains 6358 members 
Mstep: Class 25 contains 5018 members 
Mstep: Class 26 contains 10133 members 
Mstep: Class 27 contains 4068 members 
Mstep: Class 28 contains 2562 members 
Mstep: Class 29 contains 15916 members 
Mstep: Class 30 contains 1079 members 
Mstep: Class 31 contains 14954 members 
Mstep: Class 32 contains 2957 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 717 members 
Mstep: Class 35 contains 939 members 
Mstep: Class 36 contains 2186 members 
Mstep: Class 37 contains 4709 members 
Mstep: Class 38 contains 10912 members 
Mstep: Class 39 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50368504.000000 Penalty: 24453.884766
Iteration 116Q: 39 clusters Score -5.03685e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 21982 members 
Mstep: Class 3 contains 8140 members 
Mstep: Class 4 contains 480969 members 
Mstep: Class 5 contains 11906 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 14288 members 
Mstep: Class 8 contains 13636 members 
Mstep: Class 9 contains 7537 members 
Mstep: Class 10 contains 4700 members 
Mstep: Class 11 contains 8180 members 
Mstep: Class 12 contains 561938 members 
Mstep: Class 13 contains 8472 members 
Mstep: Class 14 contains 108136 members 
Mstep: Class 15 contains 1145 members 
Mstep: Class 16 contains 1524 members 
Mstep: Class 17 contains 14326 members 
Mstep: Class 18 contains 1483 members 
Mstep: Class 19 contains 2925 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 22 contains 14250 members 
Mstep: Class 23 contains 7955 members 
Mstep: Class 24 contains 6357 members 
Mstep: Class 25 contains 5019 members 
Mstep: Class 26 contains 10128 members 
Mstep: Class 27 contains 4066 members 
Mstep: Class 28 contains 2565 members 
Mstep: Class 29 contains 15889 members 
Mstep: Class 30 contains 1088 members 
Mstep: Class 31 contains 14954 members 
Mstep: Class 32 contains 2956 members 
Mstep: Class 33 contains 2735 members 
Mstep: Class 34 contains 717 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 2186 members 
Mstep: Class 37 contains 4713 members 
Mstep: Class 38 contains 10948 members 
Mstep: Class 39 contains 1017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50368552.000000 Penalty: 24453.884766
Iteration 117Q: 39 clusters Score -5.036855e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 21993 members 
Mstep: Class 3 contains 8145 members 
Mstep: Class 4 contains 480982 members 
Mstep: Class 5 contains 11907 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 14292 members 
Mstep: Class 8 contains 13638 members 
Mstep: Class 9 contains 7536 members 
Mstep: Class 10 contains 4719 members 
Mstep: Class 11 contains 8174 members 
Mstep: Class 12 contains 561898 members 
Mstep: Class 13 contains 8475 members 
Mstep: Class 14 contains 108102 members 
Mstep: Class 15 contains 1145 members 
Mstep: Class 16 contains 1539 members 
Mstep: Class 17 contains 14329 members 
Mstep: Class 18 contains 1483 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1795 members 
Mstep: Class 22 contains 14251 members 
Mstep: Class 23 contains 7957 members 
Mstep: Class 24 contains 6357 members 
Mstep: Class 25 contains 5020 members 
Mstep: Class 26 contains 10122 members 
Mstep: Class 27 contains 4064 members 
Mstep: Class 28 contains 2570 members 
Mstep: Class 29 contains 15865 members 
Mstep: Class 30 contains 1093 members 
Mstep: Class 31 contains 14956 members 
Mstep: Class 32 contains 2950 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 717 members 
Mstep: Class 35 contains 938 members 
Mstep: Class 36 contains 2186 members 
Mstep: Class 37 contains 4718 members 
Mstep: Class 38 contains 10970 members 
Mstep: Class 39 contains 1017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50368524.000000 Penalty: 24453.884766
Iteration 118Q: 39 clusters Score -5.036852e+07 nChanged 244
Entering ConstructFrom: 
Score: -50368524.000000 Penalty: 24453.884766
Entering ConstructFrom: 
Trying to split cluster 1 (4289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Entering Unmasked Estep 
Score: -168491.171875 Penalty: 380.553284
	Iteration 0F: 2 clusters Score -168491.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -165605.765625 Penalty: 761.106567
	Iteration 0F: 3 clusters Score -165605.8 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -166618.359375 Penalty: 761.106567
	Iteration 1F: 3 clusters Score -166618.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -166696.703125 Penalty: 761.106567
	Iteration 2F: 3 clusters Score -166696.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -166771.734375 Penalty: 761.106567
	Iteration 3Q: 3 clusters Score -166771.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -166846.375000 Penalty: 761.106567
	Iteration 4Q: 3 clusters Score -166846.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -166928.812500 Penalty: 761.106567
	Iteration 5Q: 3 clusters Score -166928.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -167038.906250 Penalty: 761.106567
	Iteration 6Q: 3 clusters Score -167038.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -167167.687500 Penalty: 761.106567
	Iteration 7F: 3 clusters Score -167167.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -167329.484375 Penalty: 761.106567
	Iteration 8F: 3 clusters Score -167329.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -167520.890625 Penalty: 761.106567
	Iteration 9F: 3 clusters Score -167520.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -167697.375000 Penalty: 761.106567
	Iteration 10Q: 3 clusters Score -167697.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -167824.468750 Penalty: 761.106567
	Iteration 11Q: 3 clusters Score -167824.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -167912.109375 Penalty: 761.106567
	Iteration 12Q: 3 clusters Score -167912.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -167962.578125 Penalty: 761.106567
	Iteration 13Q: 3 clusters Score -167962.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -167989.921875 Penalty: 761.106567
	Iteration 14Q: 3 clusters Score -167989.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -168010.671875 Penalty: 761.106567
	Iteration 15Q: 3 clusters Score -168010.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -168031.046875 Penalty: 761.106567
	Iteration 16Q: 3 clusters Score -168031 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -168048.078125 Penalty: 761.106567
	Iteration 17Q: 3 clusters Score -168048.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -168059.437500 Penalty: 761.106567
	Iteration 18Q: 3 clusters Score -168059.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -168076.031250 Penalty: 761.106567
	Iteration 19Q: 3 clusters Score -168076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -168097.843750 Penalty: 761.106567
	Iteration 20F: 3 clusters Score -168097.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -168108.500000 Penalty: 761.106567
	Iteration 21Q: 3 clusters Score -168108.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -168116.421875 Penalty: 761.106567
	Iteration 22Q: 3 clusters Score -168116.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -168129.609375 Penalty: 761.106567
	Iteration 23Q: 3 clusters Score -168129.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -168136.843750 Penalty: 761.106567
	Iteration 24Q: 3 clusters Score -168136.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -168140.109375 Penalty: 761.106567
	Iteration 25Q: 3 clusters Score -168140.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -168142.359375 Penalty: 761.106567
	Iteration 26Q: 3 clusters Score -168142.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -168144.921875 Penalty: 761.106567
	Iteration 27Q: 3 clusters Score -168144.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -168146.500000 Penalty: 761.106567
	Iteration 28Q: 3 clusters Score -168146.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -168146.218750 Penalty: 761.106567
	Iteration 29Q: 3 clusters Score -168146.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -168146.953125 Penalty: 761.106567
	Iteration 30Q: 3 clusters Score -168147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -168146.953125 Penalty: 761.106567
	Iteration 31F: 3 clusters Score -168147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Entering Unmasked Estep 
Score: -823151.187500 Penalty: 454.928741
	Iteration 0F: 2 clusters Score -823151.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -808492.312500 Penalty: 909.857483
	Iteration 0F: 3 clusters Score -808492.3 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -814614.187500 Penalty: 909.857483
	Iteration 1F: 3 clusters Score -814614.2 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -815085.000000 Penalty: 909.857483
	Iteration 2F: 3 clusters Score -815085 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -815670.375000 Penalty: 909.857483
	Iteration 3F: 3 clusters Score -815670.4 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -816218.562500 Penalty: 909.857483
	Iteration 4F: 3 clusters Score -816218.6 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -816638.000000 Penalty: 909.857483
	Iteration 5F: 3 clusters Score -816638 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -816941.875000 Penalty: 909.857483
	Iteration 6Q: 3 clusters Score -816941.9 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -817211.937500 Penalty: 909.857483
	Iteration 7Q: 3 clusters Score -817211.9 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -817438.875000 Penalty: 909.857483
	Iteration 8Q: 3 clusters Score -817438.9 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -817639.500000 Penalty: 909.857483
	Iteration 9Q: 3 clusters Score -817639.5 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -817829.375000 Penalty: 909.857483
	Iteration 10Q: 3 clusters Score -817829.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -818028.437500 Penalty: 909.857483
	Iteration 11Q: 3 clusters Score -818028.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -818264.062500 Penalty: 909.857483
	Iteration 12Q: 3 clusters Score -818264.1 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -818541.375000 Penalty: 909.857483
	Iteration 13Q: 3 clusters Score -818541.4 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -818857.750000 Penalty: 909.857483
	Iteration 14Q: 3 clusters Score -818857.8 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -819144.500000 Penalty: 909.857483
	Iteration 15Q: 3 clusters Score -819144.5 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -819331.812500 Penalty: 909.857483
	Iteration 16Q: 3 clusters Score -819331.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -819444.062500 Penalty: 909.857483
	Iteration 17Q: 3 clusters Score -819444.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -819493.187500 Penalty: 909.857483
	Iteration 18Q: 3 clusters Score -819493.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -819525.062500 Penalty: 909.857483
	Iteration 19Q: 3 clusters Score -819525.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -819557.437500 Penalty: 909.857483
	Iteration 20F: 3 clusters Score -819557.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -819570.625000 Penalty: 909.857483
	Iteration 21Q: 3 clusters Score -819570.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -819583.437500 Penalty: 909.857483
	Iteration 22Q: 3 clusters Score -819583.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -819597.250000 Penalty: 909.857483
	Iteration 23Q: 3 clusters Score -819597.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -819612.187500 Penalty: 909.857483
	Iteration 24Q: 3 clusters Score -819612.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -819626.812500 Penalty: 909.857483
	Iteration 25Q: 3 clusters Score -819626.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -819645.000000 Penalty: 909.857483
	Iteration 26Q: 3 clusters Score -819645 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -819663.187500 Penalty: 909.857483
	Iteration 27Q: 3 clusters Score -819663.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -819686.437500 Penalty: 909.857483
	Iteration 28Q: 3 clusters Score -819686.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -819715.312500 Penalty: 909.857483
	Iteration 29Q: 3 clusters Score -819715.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -819734.562500 Penalty: 909.857483
	Iteration 30Q: 3 clusters Score -819734.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -819769.125000 Penalty: 909.857483
	Iteration 31Q: 3 clusters Score -819769.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -819811.312500 Penalty: 909.857483
	Iteration 32Q: 3 clusters Score -819811.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -819861.000000 Penalty: 909.857483
	Iteration 33Q: 3 clusters Score -819861 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -819915.062500 Penalty: 909.857483
	Iteration 34Q: 3 clusters Score -819915.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -819975.312500 Penalty: 909.857483
	Iteration 35Q: 3 clusters Score -819975.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -820033.062500 Penalty: 909.857483
	Iteration 36Q: 3 clusters Score -820033.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -820092.750000 Penalty: 909.857483
	Iteration 37Q: 3 clusters Score -820092.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -820162.875000 Penalty: 909.857483
	Iteration 38Q: 3 clusters Score -820162.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -820233.875000 Penalty: 909.857483
	Iteration 39Q: 3 clusters Score -820233.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -820304.812500 Penalty: 909.857483
	Iteration 40F: 3 clusters Score -820304.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -820404.312500 Penalty: 909.857483
	Iteration 41Q: 3 clusters Score -820404.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -820511.312500 Penalty: 909.857483
	Iteration 42Q: 3 clusters Score -820511.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -820618.625000 Penalty: 909.857483
	Iteration 43Q: 3 clusters Score -820618.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -820736.375000 Penalty: 909.857483
	Iteration 44Q: 3 clusters Score -820736.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -820878.875000 Penalty: 909.857483
	Iteration 45Q: 3 clusters Score -820878.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -821015.312500 Penalty: 909.857483
	Iteration 46Q: 3 clusters Score -821015.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -821132.750000 Penalty: 909.857483
	Iteration 47Q: 3 clusters Score -821132.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -821258.562500 Penalty: 909.857483
	Iteration 48Q: 3 clusters Score -821258.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -821370.437500 Penalty: 909.857483
	Iteration 49Q: 3 clusters Score -821370.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -821475.437500 Penalty: 909.857483
	Iteration 50Q: 3 clusters Score -821475.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -821595.312500 Penalty: 909.857483
	Iteration 51Q: 3 clusters Score -821595.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -821708.500000 Penalty: 909.857483
	Iteration 52Q: 3 clusters Score -821708.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -821833.625000 Penalty: 909.857483
	Iteration 53Q: 3 clusters Score -821833.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -821955.062500 Penalty: 909.857483
	Iteration 54Q: 3 clusters Score -821955.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -822077.562500 Penalty: 909.857483
	Iteration 55Q: 3 clusters Score -822077.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -822178.812500 Penalty: 909.857483
	Iteration 56Q: 3 clusters Score -822178.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -822293.437500 Penalty: 909.857483
	Iteration 57Q: 3 clusters Score -822293.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -822398.312500 Penalty: 909.857483
	Iteration 58Q: 3 clusters Score -822398.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -822506.562500 Penalty: 909.857483
	Iteration 59Q: 3 clusters Score -822506.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -822595.812500 Penalty: 909.857483
	Iteration 60F: 3 clusters Score -822595.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -822678.125000 Penalty: 909.857483
	Iteration 61Q: 3 clusters Score -822678.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -822746.750000 Penalty: 909.857483
	Iteration 62Q: 3 clusters Score -822746.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -822787.562500 Penalty: 909.857483
	Iteration 63Q: 3 clusters Score -822787.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -822835.875000 Penalty: 909.857483
	Iteration 64Q: 3 clusters Score -822835.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -822879.375000 Penalty: 909.857483
	Iteration 65Q: 3 clusters Score -822879.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -822903.187500 Penalty: 909.857483
	Iteration 66Q: 3 clusters Score -822903.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -822921.062500 Penalty: 909.857483
	Iteration 67Q: 3 clusters Score -822921.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -822936.812500 Penalty: 909.857483
	Iteration 68Q: 3 clusters Score -822936.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -822950.625000 Penalty: 909.857483
	Iteration 69Q: 3 clusters Score -822950.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -822957.750000 Penalty: 909.857483
	Iteration 70Q: 3 clusters Score -822957.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -822961.250000 Penalty: 909.857483
	Iteration 71Q: 3 clusters Score -822961.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -822964.625000 Penalty: 909.857483
	Iteration 72Q: 3 clusters Score -822964.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -822969.062500 Penalty: 909.857483
	Iteration 73Q: 3 clusters Score -822969.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -822970.125000 Penalty: 909.857483
	Iteration 74Q: 3 clusters Score -822970.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -822972.875000 Penalty: 909.857483
	Iteration 75Q: 3 clusters Score -822972.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -822976.312500 Penalty: 909.857483
	Iteration 76Q: 3 clusters Score -822976.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -822975.562500 Penalty: 909.857483
	Iteration 77Q: 3 clusters Score -822975.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -822976.562500 Penalty: 909.857483
	Iteration 78Q: 3 clusters Score -822976.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -822977.312500 Penalty: 909.857483
	Iteration 79Q: 3 clusters Score -822977.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -822978.062500 Penalty: 909.857483
	Iteration 80F: 3 clusters Score -822978.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Entering Unmasked Estep 
Score: -296556.718750 Penalty: 409.723602
	Iteration 0F: 2 clusters Score -296556.7 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 4056 members 
Entering Unmasked Estep 
Score: -291121.281250 Penalty: 819.447205
	Iteration 0F: 3 clusters Score -291121.3 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -293397.437500 Penalty: 819.447205
	Iteration 1F: 3 clusters Score -293397.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -293694.437500 Penalty: 819.447205
	Iteration 2F: 3 clusters Score -293694.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -294032.656250 Penalty: 819.447205
	Iteration 3F: 3 clusters Score -294032.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -294368.093750 Penalty: 819.447205
	Iteration 4F: 3 clusters Score -294368.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -294701.437500 Penalty: 819.447205
	Iteration 5F: 3 clusters Score -294701.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -294980.906250 Penalty: 819.447205
	Iteration 6F: 3 clusters Score -294980.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -295166.968750 Penalty: 819.447205
	Iteration 7Q: 3 clusters Score -295167 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -295264.343750 Penalty: 819.447205
	Iteration 8Q: 3 clusters Score -295264.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -295330.218750 Penalty: 819.447205
	Iteration 9Q: 3 clusters Score -295330.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -295381.281250 Penalty: 819.447205
	Iteration 10Q: 3 clusters Score -295381.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -295427.968750 Penalty: 819.447205
	Iteration 11Q: 3 clusters Score -295428 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -295470.156250 Penalty: 819.447205
	Iteration 12Q: 3 clusters Score -295470.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -295512.562500 Penalty: 819.447205
	Iteration 13Q: 3 clusters Score -295512.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -295561.656250 Penalty: 819.447205
	Iteration 14Q: 3 clusters Score -295561.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -295616.218750 Penalty: 819.447205
	Iteration 15Q: 3 clusters Score -295616.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -295659.093750 Penalty: 819.447205
	Iteration 16Q: 3 clusters Score -295659.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -295689.062500 Penalty: 819.447205
	Iteration 17Q: 3 clusters Score -295689.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -295724.343750 Penalty: 819.447205
	Iteration 18Q: 3 clusters Score -295724.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -295755.468750 Penalty: 819.447205
	Iteration 19Q: 3 clusters Score -295755.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -295784.187500 Penalty: 819.447205
	Iteration 20F: 3 clusters Score -295784.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -295803.656250 Penalty: 819.447205
	Iteration 21Q: 3 clusters Score -295803.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -295818.437500 Penalty: 819.447205
	Iteration 22Q: 3 clusters Score -295818.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -295833.125000 Penalty: 819.447205
	Iteration 23Q: 3 clusters Score -295833.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -295847.937500 Penalty: 819.447205
	Iteration 24Q: 3 clusters Score -295847.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -295860.687500 Penalty: 819.447205
	Iteration 25Q: 3 clusters Score -295860.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -295871.375000 Penalty: 819.447205
	Iteration 26Q: 3 clusters Score -295871.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -295884.156250 Penalty: 819.447205
	Iteration 27Q: 3 clusters Score -295884.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -295893.000000 Penalty: 819.447205
	Iteration 28Q: 3 clusters Score -295893 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -295898.500000 Penalty: 819.447205
	Iteration 29Q: 3 clusters Score -295898.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -295903.281250 Penalty: 819.447205
	Iteration 30Q: 3 clusters Score -295903.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -295906.468750 Penalty: 819.447205
	Iteration 31Q: 3 clusters Score -295906.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -295909.687500 Penalty: 819.447205
	Iteration 32Q: 3 clusters Score -295909.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -295912.937500 Penalty: 819.447205
	Iteration 33Q: 3 clusters Score -295912.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -295915.218750 Penalty: 819.447205
	Iteration 34Q: 3 clusters Score -295915.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -295917.187500 Penalty: 819.447205
	Iteration 35Q: 3 clusters Score -295917.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -295918.093750 Penalty: 819.447205
	Iteration 36Q: 3 clusters Score -295918.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -295918.937500 Penalty: 819.447205
	Iteration 37Q: 3 clusters Score -295918.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -295923.000000 Penalty: 819.447205
	Iteration 38Q: 3 clusters Score -295923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -295924.562500 Penalty: 819.447205
	Iteration 39Q: 3 clusters Score -295924.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -295928.875000 Penalty: 819.447205
	Iteration 40F: 3 clusters Score -295928.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -295931.781250 Penalty: 819.447205
	Iteration 41Q: 3 clusters Score -295931.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -295937.531250 Penalty: 819.447205
	Iteration 42Q: 3 clusters Score -295937.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -295945.687500 Penalty: 819.447205
	Iteration 43Q: 3 clusters Score -295945.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -295960.343750 Penalty: 819.447205
	Iteration 44Q: 3 clusters Score -295960.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -295969.750000 Penalty: 819.447205
	Iteration 45Q: 3 clusters Score -295969.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -295978.093750 Penalty: 819.447205
	Iteration 46Q: 3 clusters Score -295978.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -295984.187500 Penalty: 819.447205
	Iteration 47Q: 3 clusters Score -295984.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -295986.875000 Penalty: 819.447205
	Iteration 48Q: 3 clusters Score -295986.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -295990.093750 Penalty: 819.447205
	Iteration 49Q: 3 clusters Score -295990.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -295994.218750 Penalty: 819.447205
	Iteration 50Q: 3 clusters Score -295994.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -295998.437500 Penalty: 819.447205
	Iteration 51Q: 3 clusters Score -295998.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -296000.593750 Penalty: 819.447205
	Iteration 52Q: 3 clusters Score -296000.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -296003.312500 Penalty: 819.447205
	Iteration 53Q: 3 clusters Score -296003.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -296006.812500 Penalty: 819.447205
	Iteration 54Q: 3 clusters Score -296006.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -296007.031250 Penalty: 819.447205
	Iteration 55Q: 3 clusters Score -296007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -296009.656250 Penalty: 819.447205
	Iteration 56Q: 3 clusters Score -296009.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -296011.312500 Penalty: 819.447205
	Iteration 57Q: 3 clusters Score -296011.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -296012.312500 Penalty: 819.447205
	Iteration 58Q: 3 clusters Score -296012.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -296013.093750 Penalty: 819.447205
	Iteration 59Q: 3 clusters Score -296013.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -296016.312500 Penalty: 819.447205
	Iteration 60F: 3 clusters Score -296016.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -296019.531250 Penalty: 819.447205
	Iteration 61Q: 3 clusters Score -296019.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -296022.531250 Penalty: 819.447205
	Iteration 62Q: 3 clusters Score -296022.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -296026.125000 Penalty: 819.447205
	Iteration 63Q: 3 clusters Score -296026.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -296028.531250 Penalty: 819.447205
	Iteration 64Q: 3 clusters Score -296028.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -296029.593750 Penalty: 819.447205
	Iteration 65Q: 3 clusters Score -296029.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -296031.781250 Penalty: 819.447205
	Iteration 66Q: 3 clusters Score -296031.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -296032.375000 Penalty: 819.447205
	Iteration 67Q: 3 clusters Score -296032.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -296034.093750 Penalty: 819.447205
	Iteration 68Q: 3 clusters Score -296034.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -296036.156250 Penalty: 819.447205
	Iteration 69Q: 3 clusters Score -296036.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -296038.937500 Penalty: 819.447205
	Iteration 70Q: 3 clusters Score -296038.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -296040.843750 Penalty: 819.447205
	Iteration 71Q: 3 clusters Score -296040.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -296042.437500 Penalty: 819.447205
	Iteration 72Q: 3 clusters Score -296042.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -296044.125000 Penalty: 819.447205
	Iteration 73Q: 3 clusters Score -296044.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -296049.218750 Penalty: 819.447205
	Iteration 74Q: 3 clusters Score -296049.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -296054.250000 Penalty: 819.447205
	Iteration 75Q: 3 clusters Score -296054.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -296061.500000 Penalty: 819.447205
	Iteration 76Q: 3 clusters Score -296061.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -296065.156250 Penalty: 819.447205
	Iteration 77Q: 3 clusters Score -296065.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -296071.468750 Penalty: 819.447205
	Iteration 78Q: 3 clusters Score -296071.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -296075.218750 Penalty: 819.447205
	Iteration 79Q: 3 clusters Score -296075.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -296080.500000 Penalty: 819.447205
	Iteration 80F: 3 clusters Score -296080.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -296085.437500 Penalty: 819.447205
	Iteration 81Q: 3 clusters Score -296085.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -296090.687500 Penalty: 819.447205
	Iteration 82Q: 3 clusters Score -296090.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -296094.406250 Penalty: 819.447205
	Iteration 83Q: 3 clusters Score -296094.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -296098.312500 Penalty: 819.447205
	Iteration 84Q: 3 clusters Score -296098.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -296101.625000 Penalty: 819.447205
	Iteration 85Q: 3 clusters Score -296101.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -296104.125000 Penalty: 819.447205
	Iteration 86Q: 3 clusters Score -296104.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -296107.718750 Penalty: 819.447205
	Iteration 87Q: 3 clusters Score -296107.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -296111.968750 Penalty: 819.447205
	Iteration 88Q: 3 clusters Score -296112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -296115.781250 Penalty: 819.447205
	Iteration 89Q: 3 clusters Score -296115.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -296123.000000 Penalty: 819.447205
	Iteration 90Q: 3 clusters Score -296123 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -296132.250000 Penalty: 819.447205
	Iteration 91Q: 3 clusters Score -296132.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -296139.125000 Penalty: 819.447205
	Iteration 92Q: 3 clusters Score -296139.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -296143.750000 Penalty: 819.447205
	Iteration 93Q: 3 clusters Score -296143.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -296148.875000 Penalty: 819.447205
	Iteration 94Q: 3 clusters Score -296148.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -296157.250000 Penalty: 819.447205
	Iteration 95Q: 3 clusters Score -296157.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -296162.406250 Penalty: 819.447205
	Iteration 96Q: 3 clusters Score -296162.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -296170.156250 Penalty: 819.447205
	Iteration 97Q: 3 clusters Score -296170.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -296177.593750 Penalty: 819.447205
	Iteration 98Q: 3 clusters Score -296177.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -296185.062500 Penalty: 819.447205
	Iteration 99Q: 3 clusters Score -296185.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -296191.812500 Penalty: 819.447205
	Iteration 100F: 3 clusters Score -296191.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -296199.593750 Penalty: 819.447205
	Iteration 101Q: 3 clusters Score -296199.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -296205.562500 Penalty: 819.447205
	Iteration 102Q: 3 clusters Score -296205.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -296212.812500 Penalty: 819.447205
	Iteration 103Q: 3 clusters Score -296212.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -296217.343750 Penalty: 819.447205
	Iteration 104Q: 3 clusters Score -296217.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -296223.656250 Penalty: 819.447205
	Iteration 105Q: 3 clusters Score -296223.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -296227.531250 Penalty: 819.447205
	Iteration 106Q: 3 clusters Score -296227.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -296233.781250 Penalty: 819.447205
	Iteration 107Q: 3 clusters Score -296233.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -296237.531250 Penalty: 819.447205
	Iteration 108Q: 3 clusters Score -296237.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -296243.406250 Penalty: 819.447205
	Iteration 109Q: 3 clusters Score -296243.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -296245.750000 Penalty: 819.447205
	Iteration 110Q: 3 clusters Score -296245.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -296249.031250 Penalty: 819.447205
	Iteration 111Q: 3 clusters Score -296249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -296253.281250 Penalty: 819.447205
	Iteration 112Q: 3 clusters Score -296253.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -296257.406250 Penalty: 819.447205
	Iteration 113Q: 3 clusters Score -296257.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -296258.531250 Penalty: 819.447205
	Iteration 114Q: 3 clusters Score -296258.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -296259.250000 Penalty: 819.447205
	Iteration 115Q: 3 clusters Score -296259.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -296259.312500 Penalty: 819.447205
	Iteration 116Q: 3 clusters Score -296259.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -296259.843750 Penalty: 819.447205
	Iteration 117Q: 3 clusters Score -296259.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -296259.500000 Penalty: 819.447205
	Iteration 118Q: 3 clusters Score -296259.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -296261.343750 Penalty: 819.447205
	Iteration 119Q: 3 clusters Score -296261.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -296261.031250 Penalty: 819.447205
	Iteration 120F: 3 clusters Score -296261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -296261.687500 Penalty: 819.447205
	Iteration 121Q: 3 clusters Score -296261.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -296262.156250 Penalty: 819.447205
	Iteration 122Q: 3 clusters Score -296262.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -296262.406250 Penalty: 819.447205
	Iteration 123Q: 3 clusters Score -296262.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -296262.656250 Penalty: 819.447205
	Iteration 124Q: 3 clusters Score -296262.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -296262.593750 Penalty: 819.447205
	Iteration 125Q: 3 clusters Score -296262.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -296262.937500 Penalty: 819.447205
	Iteration 126Q: 3 clusters Score -296262.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -296264.656250 Penalty: 819.447205
	Iteration 127Q: 3 clusters Score -296264.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -296264.125000 Penalty: 819.447205
	Iteration 128Q: 3 clusters Score -296264.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -296264.093750 Penalty: 819.447205
	Iteration 129Q: 3 clusters Score -296264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -296264.000000 Penalty: 819.447205
	Iteration 130Q: 3 clusters Score -296264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -296264.968750 Penalty: 819.447205
	Iteration 131Q: 3 clusters Score -296265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -296264.968750 Penalty: 819.447205
	Iteration 132F: 3 clusters Score -296265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (480999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480999 members 
Entering Unmasked Estep 
Score: -18442468.000000 Penalty: 595.304688
	Iteration 0F: 2 clusters Score -1.844247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240165 members 
Mstep: Class 2 contains 240834 members 
Entering Unmasked Estep 
Score: -18120284.000000 Penalty: 1190.609375
	Iteration 0F: 3 clusters Score -1.812028e+07 nChanged 238295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208882 members 
Mstep: Class 2 contains 272117 members 
Entering Unmasked Estep 
Score: -18273044.000000 Penalty: 1190.609375
	Iteration 1F: 3 clusters Score -1.827304e+07 nChanged 29760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185490 members 
Mstep: Class 2 contains 295509 members 
Entering Unmasked Estep 
Score: -18287806.000000 Penalty: 1190.609375
	Iteration 2F: 3 clusters Score -1.828781e+07 nChanged 36895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153829 members 
Mstep: Class 2 contains 327170 members 
Entering Unmasked Estep 
Score: -18311268.000000 Penalty: 1190.609375
	Iteration 3F: 3 clusters Score -1.831127e+07 nChanged 39261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118202 members 
Mstep: Class 2 contains 362797 members 
Entering Unmasked Estep 
Score: -18339756.000000 Penalty: 1190.609375
	Iteration 4F: 3 clusters Score -1.833976e+07 nChanged 37153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82693 members 
Mstep: Class 2 contains 398306 members 
Entering Unmasked Estep 
Score: -18369358.000000 Penalty: 1190.609375
	Iteration 5F: 3 clusters Score -1.836936e+07 nChanged 31528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 429350 members 
Entering Unmasked Estep 
Score: -18397456.000000 Penalty: 1190.609375
	Iteration 6F: 3 clusters Score -1.839746e+07 nChanged 24076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 453366 members 
Entering Unmasked Estep 
Score: -18419444.000000 Penalty: 1190.609375
	Iteration 7F: 3 clusters Score -1.841944e+07 nChanged 15239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 468601 members 
Entering Unmasked Estep 
Score: -18432834.000000 Penalty: 1190.609375
	Iteration 8Q: 3 clusters Score -1.843283e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 475836 members 
Entering Unmasked Estep 
Score: -18438774.000000 Penalty: 1190.609375
	Iteration 9Q: 3 clusters Score -1.843877e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 478600 members 
Entering Unmasked Estep 
Score: -18441024.000000 Penalty: 1190.609375
	Iteration 10Q: 3 clusters Score -1.844102e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 479613 members 
Entering Unmasked Estep 
Score: -18441754.000000 Penalty: 1190.609375
	Iteration 11Q: 3 clusters Score -1.844175e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 479947 members 
Entering Unmasked Estep 
Score: -18442122.000000 Penalty: 1190.609375
	Iteration 12Q: 3 clusters Score -1.844212e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 480036 members 
Entering Unmasked Estep 
Score: -18442322.000000 Penalty: 1190.609375
	Iteration 13Q: 3 clusters Score -1.844232e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 480045 members 
Entering Unmasked Estep 
Score: -18442448.000000 Penalty: 1190.609375
	Iteration 14Q: 3 clusters Score -1.844245e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 480030 members 
Entering Unmasked Estep 
Score: -18442494.000000 Penalty: 1190.609375
	Iteration 15Q: 3 clusters Score -1.844249e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 479992 members 
Entering Unmasked Estep 
Score: -18442544.000000 Penalty: 1190.609375
	Iteration 16Q: 3 clusters Score -1.844254e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 479963 members 
Entering Unmasked Estep 
Score: -18442586.000000 Penalty: 1190.609375
	Iteration 17Q: 3 clusters Score -1.844259e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 479945 members 
Entering Unmasked Estep 
Score: -18442610.000000 Penalty: 1190.609375
	Iteration 18Q: 3 clusters Score -1.844261e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 479921 members 
Entering Unmasked Estep 
Score: -18442658.000000 Penalty: 1190.609375
	Iteration 19Q: 3 clusters Score -1.844266e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 479910 members 
Entering Unmasked Estep 
Score: -18442684.000000 Penalty: 1190.609375
	Iteration 20F: 3 clusters Score -1.844268e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 479893 members 
Entering Unmasked Estep 
Score: -18442696.000000 Penalty: 1190.609375
	Iteration 21Q: 3 clusters Score -1.84427e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 479881 members 
Entering Unmasked Estep 
Score: -18442706.000000 Penalty: 1190.609375
	Iteration 22Q: 3 clusters Score -1.844271e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 479860 members 
Entering Unmasked Estep 
Score: -18442706.000000 Penalty: 1190.609375
	Iteration 23Q: 3 clusters Score -1.844271e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 479831 members 
Entering Unmasked Estep 
Score: -18442722.000000 Penalty: 1190.609375
	Iteration 24Q: 3 clusters Score -1.844272e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 479791 members 
Entering Unmasked Estep 
Score: -18442774.000000 Penalty: 1190.609375
	Iteration 25Q: 3 clusters Score -1.844277e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 479764 members 
Entering Unmasked Estep 
Score: -18442766.000000 Penalty: 1190.609375
	Iteration 26Q: 3 clusters Score -1.844277e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 479751 members 
Entering Unmasked Estep 
Score: -18442738.000000 Penalty: 1190.609375
	Iteration 27Q: 3 clusters Score -1.844274e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 479752 members 
Entering Unmasked Estep 
Score: -18442736.000000 Penalty: 1190.609375
	Iteration 28Q: 3 clusters Score -1.844274e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 479748 members 
Entering Unmasked Estep 
Score: -18442730.000000 Penalty: 1190.609375
	Iteration 29Q: 3 clusters Score -1.844273e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 479742 members 
Entering Unmasked Estep 
Score: -18442722.000000 Penalty: 1190.609375
	Iteration 30Q: 3 clusters Score -1.844272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 479740 members 
Entering Unmasked Estep 
Score: -18442726.000000 Penalty: 1190.609375
	Iteration 31Q: 3 clusters Score -1.844273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 479740 members 
Entering Unmasked Estep 
Score: -18442730.000000 Penalty: 1190.609375
	Iteration 32Q: 3 clusters Score -1.844273e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 479737 members 
Entering Unmasked Estep 
Score: -18442738.000000 Penalty: 1190.609375
	Iteration 33Q: 3 clusters Score -1.844274e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 479730 members 
Entering Unmasked Estep 
Score: -18442722.000000 Penalty: 1190.609375
	Iteration 34Q: 3 clusters Score -1.844272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 479719 members 
Entering Unmasked Estep 
Score: -18442734.000000 Penalty: 1190.609375
	Iteration 35Q: 3 clusters Score -1.844273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 479711 members 
Entering Unmasked Estep 
Score: -18442740.000000 Penalty: 1190.609375
	Iteration 36Q: 3 clusters Score -1.844274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 479705 members 
Entering Unmasked Estep 
Score: -18442750.000000 Penalty: 1190.609375
	Iteration 37Q: 3 clusters Score -1.844275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 479699 members 
Entering Unmasked Estep 
Score: -18442754.000000 Penalty: 1190.609375
	Iteration 38Q: 3 clusters Score -1.844275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 479696 members 
Entering Unmasked Estep 
Score: -18442756.000000 Penalty: 1190.609375
	Iteration 39Q: 3 clusters Score -1.844276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 479694 members 
Entering Unmasked Estep 
Score: -18442776.000000 Penalty: 1190.609375
	Iteration 40F: 3 clusters Score -1.844278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 479691 members 
Entering Unmasked Estep 
Score: -18442760.000000 Penalty: 1190.609375
	Iteration 41Q: 3 clusters Score -1.844276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 479691 members 
Entering Unmasked Estep 
Score: -18442752.000000 Penalty: 1190.609375
	Iteration 42Q: 3 clusters Score -1.844275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 479691 members 
Entering Unmasked Estep 
Score: -18442758.000000 Penalty: 1190.609375
	Iteration 43Q: 3 clusters Score -1.844276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 479691 members 
Entering Unmasked Estep 
Score: -18442756.000000 Penalty: 1190.609375
	Iteration 44Q: 3 clusters Score -1.844276e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 479690 members 
Entering Unmasked Estep 
Score: -18442748.000000 Penalty: 1190.609375
	Iteration 45Q: 3 clusters Score -1.844275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 479684 members 
Entering Unmasked Estep 
Score: -18442760.000000 Penalty: 1190.609375
	Iteration 46Q: 3 clusters Score -1.844276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 479674 members 
Entering Unmasked Estep 
Score: -18442770.000000 Penalty: 1190.609375
	Iteration 47Q: 3 clusters Score -1.844277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 479671 members 
Entering Unmasked Estep 
Score: -18442762.000000 Penalty: 1190.609375
	Iteration 48Q: 3 clusters Score -1.844276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 479666 members 
Entering Unmasked Estep 
Score: -18442748.000000 Penalty: 1190.609375
	Iteration 49Q: 3 clusters Score -1.844275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 479664 members 
Entering Unmasked Estep 
Score: -18442744.000000 Penalty: 1190.609375
	Iteration 50Q: 3 clusters Score -1.844274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 479666 members 
Entering Unmasked Estep 
Score: -18442748.000000 Penalty: 1190.609375
	Iteration 51Q: 3 clusters Score -1.844275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 479667 members 
Entering Unmasked Estep 
Score: -18442754.000000 Penalty: 1190.609375
	Iteration 52Q: 3 clusters Score -1.844275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 479665 members 
Entering Unmasked Estep 
Score: -18442756.000000 Penalty: 1190.609375
	Iteration 53Q: 3 clusters Score -1.844276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 479665 members 
Entering Unmasked Estep 
Score: -18442756.000000 Penalty: 1190.609375
	Iteration 54F: 3 clusters Score -1.844276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 21992 members 
Mstep: Class 3 contains 8143 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 11908 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 14300 members 
Mstep: Class 8 contains 13642 members 
Mstep: Class 9 contains 7537 members 
Mstep: Class 10 contains 4735 members 
Mstep: Class 11 contains 8166 members 
Mstep: Class 12 contains 561861 members 
Mstep: Class 13 contains 8479 members 
Mstep: Class 14 contains 108067 members 
Mstep: Class 15 contains 1146 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 14342 members 
Mstep: Class 18 contains 1483 members 
Mstep: Class 19 contains 2911 members 
Mstep: Class 20 contains 1788 members 
Mstep: Class 21 contains 479665 members 
Mstep: Class 22 contains 14255 members 
Mstep: Class 23 contains 7957 members 
Mstep: Class 24 contains 6354 members 
Mstep: Class 25 contains 5020 members 
Mstep: Class 26 contains 10119 members 
Mstep: Class 27 contains 4061 members 
Mstep: Class 28 contains 2572 members 
Mstep: Class 29 contains 15847 members 
Mstep: Class 30 contains 1097 members 
Mstep: Class 31 contains 14957 members 
Mstep: Class 32 contains 2945 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 717 members 
Mstep: Class 35 contains 938 members 
Mstep: Class 36 contains 2186 members 
Mstep: Class 37 contains 4722 members 
Mstep: Class 38 contains 10990 members 
Mstep: Class 39 contains 1017 members 
Entering Unmasked Estep 
Score: -50368384.000000 Penalty: 25097.408203
Splitting cluster 4 changes total score from -50368524.000000 to -50368384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (11908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Entering Unmasked Estep 
Score: -431179.437500 Penalty: 427.015961
	Iteration 0F: 2 clusters Score -431179.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -423332.593750 Penalty: 854.031921
	Iteration 0F: 3 clusters Score -423332.6 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -427234.718750 Penalty: 854.031921
	Iteration 1F: 3 clusters Score -427234.7 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -428310.937500 Penalty: 854.031921
	Iteration 2F: 3 clusters Score -428310.9 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -429320.156250 Penalty: 854.031921
	Iteration 3F: 3 clusters Score -429320.2 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -429986.468750 Penalty: 854.031921
	Iteration 4F: 3 clusters Score -429986.5 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -430396.656250 Penalty: 854.031921
	Iteration 5Q: 3 clusters Score -430396.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -430665.593750 Penalty: 854.031921
	Iteration 6Q: 3 clusters Score -430665.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -430853.093750 Penalty: 854.031921
	Iteration 7Q: 3 clusters Score -430853.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -430954.625000 Penalty: 854.031921
	Iteration 8Q: 3 clusters Score -430954.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -431012.531250 Penalty: 854.031921
	Iteration 9Q: 3 clusters Score -431012.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -431050.968750 Penalty: 854.031921
	Iteration 10Q: 3 clusters Score -431051 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -431076.968750 Penalty: 854.031921
	Iteration 11Q: 3 clusters Score -431077 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -431097.875000 Penalty: 854.031921
	Iteration 12Q: 3 clusters Score -431097.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -431108.843750 Penalty: 854.031921
	Iteration 13Q: 3 clusters Score -431108.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -431113.000000 Penalty: 854.031921
	Iteration 14Q: 3 clusters Score -431113 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -431120.656250 Penalty: 854.031921
	Iteration 15Q: 3 clusters Score -431120.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -431125.781250 Penalty: 854.031921
	Iteration 16Q: 3 clusters Score -431125.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -431127.531250 Penalty: 854.031921
	Iteration 17Q: 3 clusters Score -431127.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -431132.843750 Penalty: 854.031921
	Iteration 18Q: 3 clusters Score -431132.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -431134.250000 Penalty: 854.031921
	Iteration 19Q: 3 clusters Score -431134.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -431136.625000 Penalty: 854.031921
	Iteration 20F: 3 clusters Score -431136.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -431141.156250 Penalty: 854.031921
	Iteration 21Q: 3 clusters Score -431141.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -431143.687500 Penalty: 854.031921
	Iteration 22Q: 3 clusters Score -431143.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -431144.781250 Penalty: 854.031921
	Iteration 23Q: 3 clusters Score -431144.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -431146.843750 Penalty: 854.031921
	Iteration 24Q: 3 clusters Score -431146.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -431147.093750 Penalty: 854.031921
	Iteration 25Q: 3 clusters Score -431147.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -431148.968750 Penalty: 854.031921
	Iteration 26Q: 3 clusters Score -431149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -431150.312500 Penalty: 854.031921
	Iteration 27Q: 3 clusters Score -431150.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -431150.437500 Penalty: 854.031921
	Iteration 28Q: 3 clusters Score -431150.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -431150.531250 Penalty: 854.031921
	Iteration 29Q: 3 clusters Score -431150.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -431151.843750 Penalty: 854.031921
	Iteration 30Q: 3 clusters Score -431151.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -431151.968750 Penalty: 854.031921
	Iteration 31Q: 3 clusters Score -431152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -431152.687500 Penalty: 854.031921
	Iteration 32Q: 3 clusters Score -431152.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -431152.375000 Penalty: 854.031921
	Iteration 33Q: 3 clusters Score -431152.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -431153.750000 Penalty: 854.031921
	Iteration 34Q: 3 clusters Score -431153.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -431153.437500 Penalty: 854.031921
	Iteration 35Q: 3 clusters Score -431153.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -431154.156250 Penalty: 854.031921
	Iteration 36Q: 3 clusters Score -431154.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -431154.656250 Penalty: 854.031921
	Iteration 37Q: 3 clusters Score -431154.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -431154.875000 Penalty: 854.031921
	Iteration 38Q: 3 clusters Score -431154.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -431155.125000 Penalty: 854.031921
	Iteration 39Q: 3 clusters Score -431155.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -431154.656250 Penalty: 854.031921
	Iteration 40F: 3 clusters Score -431154.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -431154.312500 Penalty: 854.031921
	Iteration 41Q: 3 clusters Score -431154.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -431154.250000 Penalty: 854.031921
	Iteration 42Q: 3 clusters Score -431154.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -431154.625000 Penalty: 854.031921
	Iteration 43Q: 3 clusters Score -431154.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -431154.625000 Penalty: 854.031921
	Iteration 44F: 3 clusters Score -431154.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Entering Unmasked Estep 
Score: -74797.648438 Penalty: 348.470825
	Iteration 0F: 2 clusters Score -74797.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -73280.679688 Penalty: 696.941650
	Iteration 0F: 3 clusters Score -73280.68 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -73890.859375 Penalty: 696.941650
	Iteration 1F: 3 clusters Score -73890.86 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -73977.890625 Penalty: 696.941650
	Iteration 2F: 3 clusters Score -73977.89 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -74047.906250 Penalty: 696.941650
	Iteration 3F: 3 clusters Score -74047.91 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -74115.898438 Penalty: 696.941650
	Iteration 4F: 3 clusters Score -74115.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -74175.484375 Penalty: 696.941650
	Iteration 5Q: 3 clusters Score -74175.48 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -74220.000000 Penalty: 696.941650
	Iteration 6Q: 3 clusters Score -74220 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -74270.945312 Penalty: 696.941650
	Iteration 7Q: 3 clusters Score -74270.95 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -74308.750000 Penalty: 696.941650
	Iteration 8Q: 3 clusters Score -74308.75 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -74346.015625 Penalty: 696.941650
	Iteration 9Q: 3 clusters Score -74346.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -74375.062500 Penalty: 696.941650
	Iteration 10Q: 3 clusters Score -74375.06 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -74400.742188 Penalty: 696.941650
	Iteration 11Q: 3 clusters Score -74400.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -74414.960938 Penalty: 696.941650
	Iteration 12Q: 3 clusters Score -74414.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -74428.960938 Penalty: 696.941650
	Iteration 13Q: 3 clusters Score -74428.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -74445.929688 Penalty: 696.941650
	Iteration 14Q: 3 clusters Score -74445.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -74470.335938 Penalty: 696.941650
	Iteration 15Q: 3 clusters Score -74470.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -74488.929688 Penalty: 696.941650
	Iteration 16Q: 3 clusters Score -74488.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -74494.750000 Penalty: 696.941650
	Iteration 17Q: 3 clusters Score -74494.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -74499.375000 Penalty: 696.941650
	Iteration 18Q: 3 clusters Score -74499.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -74503.765625 Penalty: 696.941650
	Iteration 19Q: 3 clusters Score -74503.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -74505.859375 Penalty: 696.941650
	Iteration 20F: 3 clusters Score -74505.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -74507.703125 Penalty: 696.941650
	Iteration 21Q: 3 clusters Score -74507.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -74509.507812 Penalty: 696.941650
	Iteration 22Q: 3 clusters Score -74509.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -74509.593750 Penalty: 696.941650
	Iteration 23Q: 3 clusters Score -74509.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -74509.898438 Penalty: 696.941650
	Iteration 24Q: 3 clusters Score -74509.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -74510.601562 Penalty: 696.941650
	Iteration 25Q: 3 clusters Score -74510.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -74511.304688 Penalty: 696.941650
	Iteration 26Q: 3 clusters Score -74511.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -74514.117188 Penalty: 696.941650
	Iteration 27Q: 3 clusters Score -74514.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -74515.429688 Penalty: 696.941650
	Iteration 28Q: 3 clusters Score -74515.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -74517.351562 Penalty: 696.941650
	Iteration 29Q: 3 clusters Score -74517.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -74519.718750 Penalty: 696.941650
	Iteration 30Q: 3 clusters Score -74519.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -74523.570312 Penalty: 696.941650
	Iteration 31Q: 3 clusters Score -74523.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -74525.953125 Penalty: 696.941650
	Iteration 32Q: 3 clusters Score -74525.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -74528.429688 Penalty: 696.941650
	Iteration 33Q: 3 clusters Score -74528.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -74530.476562 Penalty: 696.941650
	Iteration 34Q: 3 clusters Score -74530.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -74531.648438 Penalty: 696.941650
	Iteration 35Q: 3 clusters Score -74531.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -74532.414062 Penalty: 696.941650
	Iteration 36Q: 3 clusters Score -74532.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -74533.375000 Penalty: 696.941650
	Iteration 37Q: 3 clusters Score -74533.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -74534.039062 Penalty: 696.941650
	Iteration 38Q: 3 clusters Score -74534.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -74534.140625 Penalty: 696.941650
	Iteration 39Q: 3 clusters Score -74534.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -74534.140625 Penalty: 696.941650
	Iteration 40F: 3 clusters Score -74534.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Entering Unmasked Estep 
Score: -520474.750000 Penalty: 435.344696
	Iteration 0F: 2 clusters Score -520474.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -510931.437500 Penalty: 870.689392
	Iteration 0F: 3 clusters Score -510931.4 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -515016.375000 Penalty: 870.689392
	Iteration 1F: 3 clusters Score -515016.4 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -515484.781250 Penalty: 870.689392
	Iteration 2F: 3 clusters Score -515484.8 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -516083.312500 Penalty: 870.689392
	Iteration 3F: 3 clusters Score -516083.3 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -516760.593750 Penalty: 870.689392
	Iteration 4F: 3 clusters Score -516760.6 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -517347.562500 Penalty: 870.689392
	Iteration 5F: 3 clusters Score -517347.6 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -517783.312500 Penalty: 870.689392
	Iteration 6F: 3 clusters Score -517783.3 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -518106.875000 Penalty: 870.689392
	Iteration 7Q: 3 clusters Score -518106.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -518296.468750 Penalty: 870.689392
	Iteration 8Q: 3 clusters Score -518296.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -518432.781250 Penalty: 870.689392
	Iteration 9Q: 3 clusters Score -518432.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -518517.781250 Penalty: 870.689392
	Iteration 10Q: 3 clusters Score -518517.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -518581.687500 Penalty: 870.689392
	Iteration 11Q: 3 clusters Score -518581.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -518626.593750 Penalty: 870.689392
	Iteration 12Q: 3 clusters Score -518626.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -518663.093750 Penalty: 870.689392
	Iteration 13Q: 3 clusters Score -518663.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -518687.562500 Penalty: 870.689392
	Iteration 14Q: 3 clusters Score -518687.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -518712.687500 Penalty: 870.689392
	Iteration 15Q: 3 clusters Score -518712.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -518736.687500 Penalty: 870.689392
	Iteration 16Q: 3 clusters Score -518736.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -518760.718750 Penalty: 870.689392
	Iteration 17Q: 3 clusters Score -518760.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -518786.468750 Penalty: 870.689392
	Iteration 18Q: 3 clusters Score -518786.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -518815.718750 Penalty: 870.689392
	Iteration 19Q: 3 clusters Score -518815.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -518842.062500 Penalty: 870.689392
	Iteration 20F: 3 clusters Score -518842.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -518869.187500 Penalty: 870.689392
	Iteration 21Q: 3 clusters Score -518869.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -518899.250000 Penalty: 870.689392
	Iteration 22Q: 3 clusters Score -518899.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -518934.875000 Penalty: 870.689392
	Iteration 23Q: 3 clusters Score -518934.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -518984.093750 Penalty: 870.689392
	Iteration 24Q: 3 clusters Score -518984.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -519032.937500 Penalty: 870.689392
	Iteration 25Q: 3 clusters Score -519032.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -519073.562500 Penalty: 870.689392
	Iteration 26Q: 3 clusters Score -519073.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -519124.718750 Penalty: 870.689392
	Iteration 27Q: 3 clusters Score -519124.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -519174.875000 Penalty: 870.689392
	Iteration 28Q: 3 clusters Score -519174.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -519224.156250 Penalty: 870.689392
	Iteration 29Q: 3 clusters Score -519224.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -519287.781250 Penalty: 870.689392
	Iteration 30Q: 3 clusters Score -519287.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -519352.781250 Penalty: 870.689392
	Iteration 31Q: 3 clusters Score -519352.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -519425.031250 Penalty: 870.689392
	Iteration 32Q: 3 clusters Score -519425 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -519490.531250 Penalty: 870.689392
	Iteration 33Q: 3 clusters Score -519490.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -519561.875000 Penalty: 870.689392
	Iteration 34Q: 3 clusters Score -519561.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -519625.531250 Penalty: 870.689392
	Iteration 35Q: 3 clusters Score -519625.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -519684.781250 Penalty: 870.689392
	Iteration 36Q: 3 clusters Score -519684.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -519741.687500 Penalty: 870.689392
	Iteration 37Q: 3 clusters Score -519741.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -519796.968750 Penalty: 870.689392
	Iteration 38Q: 3 clusters Score -519797 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -519854.812500 Penalty: 870.689392
	Iteration 39Q: 3 clusters Score -519854.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -519901.843750 Penalty: 870.689392
	Iteration 40F: 3 clusters Score -519901.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -519934.343750 Penalty: 870.689392
	Iteration 41Q: 3 clusters Score -519934.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -519961.218750 Penalty: 870.689392
	Iteration 42Q: 3 clusters Score -519961.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -519985.500000 Penalty: 870.689392
	Iteration 43Q: 3 clusters Score -519985.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -520001.656250 Penalty: 870.689392
	Iteration 44Q: 3 clusters Score -520001.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -520021.968750 Penalty: 870.689392
	Iteration 45Q: 3 clusters Score -520022 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -520043.718750 Penalty: 870.689392
	Iteration 46Q: 3 clusters Score -520043.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -520061.250000 Penalty: 870.689392
	Iteration 47Q: 3 clusters Score -520061.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -520083.250000 Penalty: 870.689392
	Iteration 48Q: 3 clusters Score -520083.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -520100.906250 Penalty: 870.689392
	Iteration 49Q: 3 clusters Score -520100.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -520114.187500 Penalty: 870.689392
	Iteration 50Q: 3 clusters Score -520114.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -520121.281250 Penalty: 870.689392
	Iteration 51Q: 3 clusters Score -520121.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -520130.375000 Penalty: 870.689392
	Iteration 52Q: 3 clusters Score -520130.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -520135.062500 Penalty: 870.689392
	Iteration 53Q: 3 clusters Score -520135.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -520138.156250 Penalty: 870.689392
	Iteration 54Q: 3 clusters Score -520138.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -520140.406250 Penalty: 870.689392
	Iteration 55Q: 3 clusters Score -520140.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -520144.281250 Penalty: 870.689392
	Iteration 56Q: 3 clusters Score -520144.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -520146.843750 Penalty: 870.689392
	Iteration 57Q: 3 clusters Score -520146.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -520149.343750 Penalty: 870.689392
	Iteration 58Q: 3 clusters Score -520149.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -520151.468750 Penalty: 870.689392
	Iteration 59Q: 3 clusters Score -520151.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -520155.000000 Penalty: 870.689392
	Iteration 60F: 3 clusters Score -520155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -520157.156250 Penalty: 870.689392
	Iteration 61Q: 3 clusters Score -520157.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -520158.656250 Penalty: 870.689392
	Iteration 62Q: 3 clusters Score -520158.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -520161.093750 Penalty: 870.689392
	Iteration 63Q: 3 clusters Score -520161.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -520161.750000 Penalty: 870.689392
	Iteration 64Q: 3 clusters Score -520161.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -520165.187500 Penalty: 870.689392
	Iteration 65Q: 3 clusters Score -520165.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -520166.562500 Penalty: 870.689392
	Iteration 66Q: 3 clusters Score -520166.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -520166.437500 Penalty: 870.689392
	Iteration 67Q: 3 clusters Score -520166.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -520167.875000 Penalty: 870.689392
	Iteration 68Q: 3 clusters Score -520167.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -520168.500000 Penalty: 870.689392
	Iteration 69Q: 3 clusters Score -520168.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -520169.656250 Penalty: 870.689392
	Iteration 70Q: 3 clusters Score -520169.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -520170.531250 Penalty: 870.689392
	Iteration 71Q: 3 clusters Score -520170.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -520170.406250 Penalty: 870.689392
	Iteration 72Q: 3 clusters Score -520170.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -520172.125000 Penalty: 870.689392
	Iteration 73Q: 3 clusters Score -520172.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -520172.093750 Penalty: 870.689392
	Iteration 74Q: 3 clusters Score -520172.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -520171.937500 Penalty: 870.689392
	Iteration 75Q: 3 clusters Score -520171.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -520172.375000 Penalty: 870.689392
	Iteration 76Q: 3 clusters Score -520172.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -520171.687500 Penalty: 870.689392
	Iteration 77Q: 3 clusters Score -520171.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -520172.343750 Penalty: 870.689392
	Iteration 78Q: 3 clusters Score -520172.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -520173.562500 Penalty: 870.689392
	Iteration 79Q: 3 clusters Score -520173.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -520174.031250 Penalty: 870.689392
	Iteration 80F: 3 clusters Score -520174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -520174.406250 Penalty: 870.689392
	Iteration 81Q: 3 clusters Score -520174.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -520174.250000 Penalty: 870.689392
	Iteration 82Q: 3 clusters Score -520174.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -520174.781250 Penalty: 870.689392
	Iteration 83Q: 3 clusters Score -520174.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -520174.468750 Penalty: 870.689392
	Iteration 84Q: 3 clusters Score -520174.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -520174.812500 Penalty: 870.689392
	Iteration 85Q: 3 clusters Score -520174.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -520174.812500 Penalty: 870.689392
	Iteration 86F: 3 clusters Score -520174.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Entering Unmasked Estep 
Score: -492230.781250 Penalty: 433.201324
	Iteration 0F: 2 clusters Score -492230.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -483230.718750 Penalty: 866.402649
	Iteration 0F: 3 clusters Score -483230.7 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -487303.031250 Penalty: 866.402649
	Iteration 1F: 3 clusters Score -487303 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -487951.937500 Penalty: 866.402649
	Iteration 2F: 3 clusters Score -487951.9 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -488661.593750 Penalty: 866.402649
	Iteration 3F: 3 clusters Score -488661.6 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -489277.781250 Penalty: 866.402649
	Iteration 4F: 3 clusters Score -489277.8 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -489719.156250 Penalty: 866.402649
	Iteration 5F: 3 clusters Score -489719.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -490014.125000 Penalty: 866.402649
	Iteration 6Q: 3 clusters Score -490014.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -490201.406250 Penalty: 866.402649
	Iteration 7Q: 3 clusters Score -490201.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -490326.750000 Penalty: 866.402649
	Iteration 8Q: 3 clusters Score -490326.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -490403.156250 Penalty: 866.402649
	Iteration 9Q: 3 clusters Score -490403.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -490461.718750 Penalty: 866.402649
	Iteration 10Q: 3 clusters Score -490461.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -490516.687500 Penalty: 866.402649
	Iteration 11Q: 3 clusters Score -490516.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -490582.031250 Penalty: 866.402649
	Iteration 12Q: 3 clusters Score -490582 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -490646.531250 Penalty: 866.402649
	Iteration 13Q: 3 clusters Score -490646.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -490713.500000 Penalty: 866.402649
	Iteration 14Q: 3 clusters Score -490713.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -490782.968750 Penalty: 866.402649
	Iteration 15Q: 3 clusters Score -490783 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -490844.437500 Penalty: 866.402649
	Iteration 16Q: 3 clusters Score -490844.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -490901.656250 Penalty: 866.402649
	Iteration 17Q: 3 clusters Score -490901.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -490952.500000 Penalty: 866.402649
	Iteration 18Q: 3 clusters Score -490952.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -490998.875000 Penalty: 866.402649
	Iteration 19Q: 3 clusters Score -490998.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -491057.468750 Penalty: 866.402649
	Iteration 20F: 3 clusters Score -491057.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -491120.312500 Penalty: 866.402649
	Iteration 21Q: 3 clusters Score -491120.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -491195.750000 Penalty: 866.402649
	Iteration 22Q: 3 clusters Score -491195.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -491255.656250 Penalty: 866.402649
	Iteration 23Q: 3 clusters Score -491255.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -491326.062500 Penalty: 866.402649
	Iteration 24Q: 3 clusters Score -491326.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -491390.312500 Penalty: 866.402649
	Iteration 25Q: 3 clusters Score -491390.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -491474.937500 Penalty: 866.402649
	Iteration 26Q: 3 clusters Score -491474.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -491551.062500 Penalty: 866.402649
	Iteration 27Q: 3 clusters Score -491551.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -491615.000000 Penalty: 866.402649
	Iteration 28Q: 3 clusters Score -491615 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -491657.593750 Penalty: 866.402649
	Iteration 29Q: 3 clusters Score -491657.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -491683.875000 Penalty: 866.402649
	Iteration 30Q: 3 clusters Score -491683.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -491704.656250 Penalty: 866.402649
	Iteration 31Q: 3 clusters Score -491704.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -491723.218750 Penalty: 866.402649
	Iteration 32Q: 3 clusters Score -491723.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -491739.562500 Penalty: 866.402649
	Iteration 33Q: 3 clusters Score -491739.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -491758.718750 Penalty: 866.402649
	Iteration 34Q: 3 clusters Score -491758.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -491773.125000 Penalty: 866.402649
	Iteration 35Q: 3 clusters Score -491773.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -491786.062500 Penalty: 866.402649
	Iteration 36Q: 3 clusters Score -491786.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -491797.562500 Penalty: 866.402649
	Iteration 37Q: 3 clusters Score -491797.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -491809.343750 Penalty: 866.402649
	Iteration 38Q: 3 clusters Score -491809.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -491819.156250 Penalty: 866.402649
	Iteration 39Q: 3 clusters Score -491819.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -491824.437500 Penalty: 866.402649
	Iteration 40F: 3 clusters Score -491824.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -491828.062500 Penalty: 866.402649
	Iteration 41Q: 3 clusters Score -491828.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -491837.343750 Penalty: 866.402649
	Iteration 42Q: 3 clusters Score -491837.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -491844.250000 Penalty: 866.402649
	Iteration 43Q: 3 clusters Score -491844.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -491849.687500 Penalty: 866.402649
	Iteration 44Q: 3 clusters Score -491849.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -491856.187500 Penalty: 866.402649
	Iteration 45Q: 3 clusters Score -491856.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -491859.687500 Penalty: 866.402649
	Iteration 46Q: 3 clusters Score -491859.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -491862.531250 Penalty: 866.402649
	Iteration 47Q: 3 clusters Score -491862.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -491863.593750 Penalty: 866.402649
	Iteration 48Q: 3 clusters Score -491863.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -491865.093750 Penalty: 866.402649
	Iteration 49Q: 3 clusters Score -491865.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -491866.281250 Penalty: 866.402649
	Iteration 50Q: 3 clusters Score -491866.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -491867.125000 Penalty: 866.402649
	Iteration 51Q: 3 clusters Score -491867.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -491869.906250 Penalty: 866.402649
	Iteration 52Q: 3 clusters Score -491869.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -491871.375000 Penalty: 866.402649
	Iteration 53Q: 3 clusters Score -491871.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -491871.656250 Penalty: 866.402649
	Iteration 54Q: 3 clusters Score -491871.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -491874.187500 Penalty: 866.402649
	Iteration 55Q: 3 clusters Score -491874.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -491873.875000 Penalty: 866.402649
	Iteration 56Q: 3 clusters Score -491873.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -491873.875000 Penalty: 866.402649
	Iteration 57F: 3 clusters Score -491873.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Entering Unmasked Estep 
Score: -280801.437500 Penalty: 406.204895
	Iteration 0F: 2 clusters Score -280801.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -275728.250000 Penalty: 812.409790
	Iteration 0F: 3 clusters Score -275728.2 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -277713.281250 Penalty: 812.409790
	Iteration 1F: 3 clusters Score -277713.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -277907.312500 Penalty: 812.409790
	Iteration 2F: 3 clusters Score -277907.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -278170.875000 Penalty: 812.409790
	Iteration 3F: 3 clusters Score -278170.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -278478.031250 Penalty: 812.409790
	Iteration 4F: 3 clusters Score -278478 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -278794.406250 Penalty: 812.409790
	Iteration 5F: 3 clusters Score -278794.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -279139.156250 Penalty: 812.409790
	Iteration 6F: 3 clusters Score -279139.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -279380.468750 Penalty: 812.409790
	Iteration 7Q: 3 clusters Score -279380.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -279550.750000 Penalty: 812.409790
	Iteration 8Q: 3 clusters Score -279550.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -279641.562500 Penalty: 812.409790
	Iteration 9Q: 3 clusters Score -279641.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -279714.968750 Penalty: 812.409790
	Iteration 10Q: 3 clusters Score -279715 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -279775.625000 Penalty: 812.409790
	Iteration 11Q: 3 clusters Score -279775.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -279842.468750 Penalty: 812.409790
	Iteration 12Q: 3 clusters Score -279842.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -279900.031250 Penalty: 812.409790
	Iteration 13Q: 3 clusters Score -279900 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -279949.843750 Penalty: 812.409790
	Iteration 14Q: 3 clusters Score -279949.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -279980.281250 Penalty: 812.409790
	Iteration 15Q: 3 clusters Score -279980.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -280009.718750 Penalty: 812.409790
	Iteration 16Q: 3 clusters Score -280009.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -280038.593750 Penalty: 812.409790
	Iteration 17Q: 3 clusters Score -280038.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -280065.156250 Penalty: 812.409790
	Iteration 18Q: 3 clusters Score -280065.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -280084.875000 Penalty: 812.409790
	Iteration 19Q: 3 clusters Score -280084.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -280107.437500 Penalty: 812.409790
	Iteration 20F: 3 clusters Score -280107.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -280138.562500 Penalty: 812.409790
	Iteration 21Q: 3 clusters Score -280138.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -280170.312500 Penalty: 812.409790
	Iteration 22Q: 3 clusters Score -280170.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -280204.875000 Penalty: 812.409790
	Iteration 23Q: 3 clusters Score -280204.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -280253.000000 Penalty: 812.409790
	Iteration 24Q: 3 clusters Score -280253 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -280288.281250 Penalty: 812.409790
	Iteration 25Q: 3 clusters Score -280288.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -280318.031250 Penalty: 812.409790
	Iteration 26Q: 3 clusters Score -280318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -280337.031250 Penalty: 812.409790
	Iteration 27Q: 3 clusters Score -280337 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -280349.718750 Penalty: 812.409790
	Iteration 28Q: 3 clusters Score -280349.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -280361.968750 Penalty: 812.409790
	Iteration 29Q: 3 clusters Score -280362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -280372.406250 Penalty: 812.409790
	Iteration 30Q: 3 clusters Score -280372.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -280381.093750 Penalty: 812.409790
	Iteration 31Q: 3 clusters Score -280381.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -280388.687500 Penalty: 812.409790
	Iteration 32Q: 3 clusters Score -280388.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -280397.187500 Penalty: 812.409790
	Iteration 33Q: 3 clusters Score -280397.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -280404.531250 Penalty: 812.409790
	Iteration 34Q: 3 clusters Score -280404.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -280408.687500 Penalty: 812.409790
	Iteration 35Q: 3 clusters Score -280408.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -280411.843750 Penalty: 812.409790
	Iteration 36Q: 3 clusters Score -280411.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -280413.250000 Penalty: 812.409790
	Iteration 37Q: 3 clusters Score -280413.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -280415.625000 Penalty: 812.409790
	Iteration 38Q: 3 clusters Score -280415.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -280419.625000 Penalty: 812.409790
	Iteration 39Q: 3 clusters Score -280419.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -280422.375000 Penalty: 812.409790
	Iteration 40F: 3 clusters Score -280422.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -280423.687500 Penalty: 812.409790
	Iteration 41Q: 3 clusters Score -280423.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -280425.312500 Penalty: 812.409790
	Iteration 42Q: 3 clusters Score -280425.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -280426.312500 Penalty: 812.409790
	Iteration 43Q: 3 clusters Score -280426.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -280426.281250 Penalty: 812.409790
	Iteration 44Q: 3 clusters Score -280426.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -280426.281250 Penalty: 812.409790
	Iteration 45F: 3 clusters Score -280426.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Entering Unmasked Estep 
Score: -174012.843750 Penalty: 385.054535
	Iteration 0F: 2 clusters Score -174012.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -170797.578125 Penalty: 770.109070
	Iteration 0F: 3 clusters Score -170797.6 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -172010.671875 Penalty: 770.109070
	Iteration 1F: 3 clusters Score -172010.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -172228.406250 Penalty: 770.109070
	Iteration 2F: 3 clusters Score -172228.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -172475.359375 Penalty: 770.109070
	Iteration 3F: 3 clusters Score -172475.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -172731.359375 Penalty: 770.109070
	Iteration 4F: 3 clusters Score -172731.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -172940.546875 Penalty: 770.109070
	Iteration 5F: 3 clusters Score -172940.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -173126.687500 Penalty: 770.109070
	Iteration 6Q: 3 clusters Score -173126.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -173266.625000 Penalty: 770.109070
	Iteration 7Q: 3 clusters Score -173266.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -173362.875000 Penalty: 770.109070
	Iteration 8Q: 3 clusters Score -173362.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -173436.000000 Penalty: 770.109070
	Iteration 9Q: 3 clusters Score -173436 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -173507.640625 Penalty: 770.109070
	Iteration 10Q: 3 clusters Score -173507.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -173557.781250 Penalty: 770.109070
	Iteration 11Q: 3 clusters Score -173557.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -173612.328125 Penalty: 770.109070
	Iteration 12Q: 3 clusters Score -173612.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -173653.828125 Penalty: 770.109070
	Iteration 13Q: 3 clusters Score -173653.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -173686.875000 Penalty: 770.109070
	Iteration 14Q: 3 clusters Score -173686.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -173711.265625 Penalty: 770.109070
	Iteration 15Q: 3 clusters Score -173711.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -173729.437500 Penalty: 770.109070
	Iteration 16Q: 3 clusters Score -173729.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -173740.640625 Penalty: 770.109070
	Iteration 17Q: 3 clusters Score -173740.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -173748.343750 Penalty: 770.109070
	Iteration 18Q: 3 clusters Score -173748.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -173756.750000 Penalty: 770.109070
	Iteration 19Q: 3 clusters Score -173756.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -173763.015625 Penalty: 770.109070
	Iteration 20F: 3 clusters Score -173763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -173768.031250 Penalty: 770.109070
	Iteration 21Q: 3 clusters Score -173768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -173770.843750 Penalty: 770.109070
	Iteration 22Q: 3 clusters Score -173770.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -173773.828125 Penalty: 770.109070
	Iteration 23Q: 3 clusters Score -173773.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -173776.593750 Penalty: 770.109070
	Iteration 24Q: 3 clusters Score -173776.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -173776.843750 Penalty: 770.109070
	Iteration 25Q: 3 clusters Score -173776.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -173776.843750 Penalty: 770.109070
	Iteration 26F: 3 clusters Score -173776.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Entering Unmasked Estep 
Score: -292647.656250 Penalty: 409.851898
	Iteration 0F: 2 clusters Score -292647.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -287237.625000 Penalty: 819.703796
	Iteration 0F: 3 clusters Score -287237.6 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -289815.562500 Penalty: 819.703796
	Iteration 1F: 3 clusters Score -289815.6 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -290367.250000 Penalty: 819.703796
	Iteration 2F: 3 clusters Score -290367.2 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -290952.343750 Penalty: 819.703796
	Iteration 3F: 3 clusters Score -290952.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -291415.343750 Penalty: 819.703796
	Iteration 4F: 3 clusters Score -291415.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -291728.718750 Penalty: 819.703796
	Iteration 5Q: 3 clusters Score -291728.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -292003.718750 Penalty: 819.703796
	Iteration 6Q: 3 clusters Score -292003.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -292171.968750 Penalty: 819.703796
	Iteration 7Q: 3 clusters Score -292172 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -292264.062500 Penalty: 819.703796
	Iteration 8Q: 3 clusters Score -292264.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -292329.375000 Penalty: 819.703796
	Iteration 9Q: 3 clusters Score -292329.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -292361.375000 Penalty: 819.703796
	Iteration 10Q: 3 clusters Score -292361.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -292383.906250 Penalty: 819.703796
	Iteration 11Q: 3 clusters Score -292383.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -292394.593750 Penalty: 819.703796
	Iteration 12Q: 3 clusters Score -292394.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -292402.000000 Penalty: 819.703796
	Iteration 13Q: 3 clusters Score -292402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -292407.906250 Penalty: 819.703796
	Iteration 14Q: 3 clusters Score -292407.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -292416.750000 Penalty: 819.703796
	Iteration 15Q: 3 clusters Score -292416.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -292421.531250 Penalty: 819.703796
	Iteration 16Q: 3 clusters Score -292421.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -292426.406250 Penalty: 819.703796
	Iteration 17Q: 3 clusters Score -292426.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -292430.625000 Penalty: 819.703796
	Iteration 18Q: 3 clusters Score -292430.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -292433.968750 Penalty: 819.703796
	Iteration 19Q: 3 clusters Score -292434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -292437.125000 Penalty: 819.703796
	Iteration 20F: 3 clusters Score -292437.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -292441.281250 Penalty: 819.703796
	Iteration 21Q: 3 clusters Score -292441.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -292443.031250 Penalty: 819.703796
	Iteration 22Q: 3 clusters Score -292443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -292445.781250 Penalty: 819.703796
	Iteration 23Q: 3 clusters Score -292445.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -292449.031250 Penalty: 819.703796
	Iteration 24Q: 3 clusters Score -292449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -292452.843750 Penalty: 819.703796
	Iteration 25Q: 3 clusters Score -292452.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -292457.343750 Penalty: 819.703796
	Iteration 26Q: 3 clusters Score -292457.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -292460.500000 Penalty: 819.703796
	Iteration 27Q: 3 clusters Score -292460.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -292465.906250 Penalty: 819.703796
	Iteration 28Q: 3 clusters Score -292465.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -292468.375000 Penalty: 819.703796
	Iteration 29Q: 3 clusters Score -292468.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -292470.437500 Penalty: 819.703796
	Iteration 30Q: 3 clusters Score -292470.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -292471.218750 Penalty: 819.703796
	Iteration 31Q: 3 clusters Score -292471.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -292472.312500 Penalty: 819.703796
	Iteration 32Q: 3 clusters Score -292472.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -292472.625000 Penalty: 819.703796
	Iteration 33Q: 3 clusters Score -292472.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -292474.218750 Penalty: 819.703796
	Iteration 34Q: 3 clusters Score -292474.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -292474.531250 Penalty: 819.703796
	Iteration 35Q: 3 clusters Score -292474.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -292474.906250 Penalty: 819.703796
	Iteration 36Q: 3 clusters Score -292474.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -292475.843750 Penalty: 819.703796
	Iteration 37Q: 3 clusters Score -292475.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -292476.156250 Penalty: 819.703796
	Iteration 38Q: 3 clusters Score -292476.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -292476.156250 Penalty: 819.703796
	Iteration 39F: 3 clusters Score -292476.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (561861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561861 members 
Entering Unmasked Estep 
Score: -21668144.000000 Penalty: 602.374939
	Iteration 0F: 2 clusters Score -2.166814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281243 members 
Mstep: Class 2 contains 280618 members 
Entering Unmasked Estep 
Score: -21314348.000000 Penalty: 1204.749878
	Iteration 0F: 3 clusters Score -2.131435e+07 nChanged 278883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317542 members 
Mstep: Class 2 contains 244319 members 
Entering Unmasked Estep 
Score: -21499478.000000 Penalty: 1204.749878
	Iteration 1F: 3 clusters Score -2.149948e+07 nChanged 38016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344500 members 
Mstep: Class 2 contains 217361 members 
Entering Unmasked Estep 
Score: -21518060.000000 Penalty: 1204.749878
	Iteration 2F: 3 clusters Score -2.151806e+07 nChanged 41818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375162 members 
Mstep: Class 2 contains 186699 members 
Entering Unmasked Estep 
Score: -21540108.000000 Penalty: 1204.749878
	Iteration 3F: 3 clusters Score -2.154011e+07 nChanged 39928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404910 members 
Mstep: Class 2 contains 156951 members 
Entering Unmasked Estep 
Score: -21560956.000000 Penalty: 1204.749878
	Iteration 4F: 3 clusters Score -2.156096e+07 nChanged 34286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429932 members 
Mstep: Class 2 contains 131929 members 
Entering Unmasked Estep 
Score: -21579856.000000 Penalty: 1204.749878
	Iteration 5F: 3 clusters Score -2.157986e+07 nChanged 26790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447878 members 
Mstep: Class 2 contains 113983 members 
Entering Unmasked Estep 
Score: -21597150.000000 Penalty: 1204.749878
	Iteration 6Q: 3 clusters Score -2.159715e+07 nChanged 20941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458193 members 
Mstep: Class 2 contains 103668 members 
Entering Unmasked Estep 
Score: -21612570.000000 Penalty: 1204.749878
	Iteration 7Q: 3 clusters Score -2.161257e+07 nChanged 16334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463035 members 
Mstep: Class 2 contains 98826 members 
Entering Unmasked Estep 
Score: -21622024.000000 Penalty: 1204.749878
	Iteration 8Q: 3 clusters Score -2.162202e+07 nChanged 10651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466348 members 
Mstep: Class 2 contains 95513 members 
Entering Unmasked Estep 
Score: -21626206.000000 Penalty: 1204.749878
	Iteration 9Q: 3 clusters Score -2.162621e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469908 members 
Mstep: Class 2 contains 91953 members 
Entering Unmasked Estep 
Score: -21629062.000000 Penalty: 1204.749878
	Iteration 10Q: 3 clusters Score -2.162906e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473562 members 
Mstep: Class 2 contains 88299 members 
Entering Unmasked Estep 
Score: -21631610.000000 Penalty: 1204.749878
	Iteration 11Q: 3 clusters Score -2.163161e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477220 members 
Mstep: Class 2 contains 84641 members 
Entering Unmasked Estep 
Score: -21633868.000000 Penalty: 1204.749878
	Iteration 12Q: 3 clusters Score -2.163387e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480687 members 
Mstep: Class 2 contains 81174 members 
Entering Unmasked Estep 
Score: -21636428.000000 Penalty: 1204.749878
	Iteration 13Q: 3 clusters Score -2.163643e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484006 members 
Mstep: Class 2 contains 77855 members 
Entering Unmasked Estep 
Score: -21638464.000000 Penalty: 1204.749878
	Iteration 14Q: 3 clusters Score -2.163846e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487187 members 
Mstep: Class 2 contains 74674 members 
Entering Unmasked Estep 
Score: -21640502.000000 Penalty: 1204.749878
	Iteration 15Q: 3 clusters Score -2.16405e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490224 members 
Mstep: Class 2 contains 71637 members 
Entering Unmasked Estep 
Score: -21642498.000000 Penalty: 1204.749878
	Iteration 16Q: 3 clusters Score -2.16425e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493202 members 
Mstep: Class 2 contains 68659 members 
Entering Unmasked Estep 
Score: -21644452.000000 Penalty: 1204.749878
	Iteration 17Q: 3 clusters Score -2.164445e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496034 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -21646108.000000 Penalty: 1204.749878
	Iteration 18Q: 3 clusters Score -2.164611e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498819 members 
Mstep: Class 2 contains 63042 members 
Entering Unmasked Estep 
Score: -21647434.000000 Penalty: 1204.749878
	Iteration 19Q: 3 clusters Score -2.164743e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501527 members 
Mstep: Class 2 contains 60334 members 
Entering Unmasked Estep 
Score: -21648812.000000 Penalty: 1204.749878
	Iteration 20F: 3 clusters Score -2.164881e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504129 members 
Mstep: Class 2 contains 57732 members 
Entering Unmasked Estep 
Score: -21649938.000000 Penalty: 1204.749878
	Iteration 21Q: 3 clusters Score -2.164994e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506617 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -21650808.000000 Penalty: 1204.749878
	Iteration 22Q: 3 clusters Score -2.165081e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508978 members 
Mstep: Class 2 contains 52883 members 
Entering Unmasked Estep 
Score: -21651786.000000 Penalty: 1204.749878
	Iteration 23Q: 3 clusters Score -2.165179e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511281 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -21652500.000000 Penalty: 1204.749878
	Iteration 24Q: 3 clusters Score -2.16525e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513582 members 
Mstep: Class 2 contains 48279 members 
Entering Unmasked Estep 
Score: -21653232.000000 Penalty: 1204.749878
	Iteration 25Q: 3 clusters Score -2.165323e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515717 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -21654002.000000 Penalty: 1204.749878
	Iteration 26Q: 3 clusters Score -2.1654e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517686 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -21654576.000000 Penalty: 1204.749878
	Iteration 27Q: 3 clusters Score -2.165458e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519604 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -21655162.000000 Penalty: 1204.749878
	Iteration 28Q: 3 clusters Score -2.165516e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521447 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -21655912.000000 Penalty: 1204.749878
	Iteration 29Q: 3 clusters Score -2.165591e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523208 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -21656544.000000 Penalty: 1204.749878
	Iteration 30Q: 3 clusters Score -2.165654e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524938 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -21657266.000000 Penalty: 1204.749878
	Iteration 31Q: 3 clusters Score -2.165727e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526600 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -21657828.000000 Penalty: 1204.749878
	Iteration 32Q: 3 clusters Score -2.165783e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528136 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -21658284.000000 Penalty: 1204.749878
	Iteration 33Q: 3 clusters Score -2.165828e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529645 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -21658798.000000 Penalty: 1204.749878
	Iteration 34Q: 3 clusters Score -2.16588e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531079 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -21659366.000000 Penalty: 1204.749878
	Iteration 35Q: 3 clusters Score -2.165937e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532469 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -21659848.000000 Penalty: 1204.749878
	Iteration 36Q: 3 clusters Score -2.165985e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533792 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -21660356.000000 Penalty: 1204.749878
	Iteration 37Q: 3 clusters Score -2.166036e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534988 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -21660752.000000 Penalty: 1204.749878
	Iteration 38Q: 3 clusters Score -2.166075e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536127 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -21661056.000000 Penalty: 1204.749878
	Iteration 39Q: 3 clusters Score -2.166106e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537239 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -21661406.000000 Penalty: 1204.749878
	Iteration 40F: 3 clusters Score -2.166141e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538218 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -21661650.000000 Penalty: 1204.749878
	Iteration 41Q: 3 clusters Score -2.166165e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539120 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -21661854.000000 Penalty: 1204.749878
	Iteration 42Q: 3 clusters Score -2.166185e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539971 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -21662064.000000 Penalty: 1204.749878
	Iteration 43Q: 3 clusters Score -2.166206e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540770 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -21662206.000000 Penalty: 1204.749878
	Iteration 44Q: 3 clusters Score -2.166221e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541546 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -21662508.000000 Penalty: 1204.749878
	Iteration 45Q: 3 clusters Score -2.166251e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542242 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -21662700.000000 Penalty: 1204.749878
	Iteration 46Q: 3 clusters Score -2.16627e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542896 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -21662810.000000 Penalty: 1204.749878
	Iteration 47Q: 3 clusters Score -2.166281e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543490 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -21662964.000000 Penalty: 1204.749878
	Iteration 48Q: 3 clusters Score -2.166296e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544077 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -21663072.000000 Penalty: 1204.749878
	Iteration 49Q: 3 clusters Score -2.166307e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544638 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -21663206.000000 Penalty: 1204.749878
	Iteration 50Q: 3 clusters Score -2.166321e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545165 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -21663404.000000 Penalty: 1204.749878
	Iteration 51Q: 3 clusters Score -2.16634e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545689 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -21663572.000000 Penalty: 1204.749878
	Iteration 52Q: 3 clusters Score -2.166357e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546244 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -21663762.000000 Penalty: 1204.749878
	Iteration 53Q: 3 clusters Score -2.166376e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546803 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -21663968.000000 Penalty: 1204.749878
	Iteration 54Q: 3 clusters Score -2.166397e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547315 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -21664014.000000 Penalty: 1204.749878
	Iteration 55Q: 3 clusters Score -2.166401e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547803 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -21664170.000000 Penalty: 1204.749878
	Iteration 56Q: 3 clusters Score -2.166417e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548271 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -21664252.000000 Penalty: 1204.749878
	Iteration 57Q: 3 clusters Score -2.166425e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548708 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -21664330.000000 Penalty: 1204.749878
	Iteration 58Q: 3 clusters Score -2.166433e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549129 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -21664330.000000 Penalty: 1204.749878
	Iteration 59Q: 3 clusters Score -2.166433e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549534 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -21664434.000000 Penalty: 1204.749878
	Iteration 60F: 3 clusters Score -2.166443e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549933 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -21664544.000000 Penalty: 1204.749878
	Iteration 61Q: 3 clusters Score -2.166454e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550310 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -21664660.000000 Penalty: 1204.749878
	Iteration 62Q: 3 clusters Score -2.166466e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550669 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -21664718.000000 Penalty: 1204.749878
	Iteration 63Q: 3 clusters Score -2.166472e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551020 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -21664790.000000 Penalty: 1204.749878
	Iteration 64Q: 3 clusters Score -2.166479e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551372 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -21664782.000000 Penalty: 1204.749878
	Iteration 65Q: 3 clusters Score -2.166478e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551717 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -21664800.000000 Penalty: 1204.749878
	Iteration 66Q: 3 clusters Score -2.16648e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552053 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -21664924.000000 Penalty: 1204.749878
	Iteration 67Q: 3 clusters Score -2.166492e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552378 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -21665022.000000 Penalty: 1204.749878
	Iteration 68Q: 3 clusters Score -2.166502e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552723 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -21664978.000000 Penalty: 1204.749878
	Iteration 69Q: 3 clusters Score -2.166498e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553061 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2.166505e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553412 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -21665172.000000 Penalty: 1204.749878
	Iteration 71Q: 3 clusters Score -2.166517e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553775 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -21665290.000000 Penalty: 1204.749878
	Iteration 72Q: 3 clusters Score -2.166529e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554161 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -21665386.000000 Penalty: 1204.749878
	Iteration 73Q: 3 clusters Score -2.166539e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554522 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -21665528.000000 Penalty: 1204.749878
	Iteration 74Q: 3 clusters Score -2.166553e+07 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 554843 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -21665584.000000 Penalty: 1204.749878
	Iteration 75Q: 3 clusters Score -2.166558e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555142 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -21665676.000000 Penalty: 1204.749878
	Iteration 76Q: 3 clusters Score -2.166568e+07 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 555420 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -21665758.000000 Penalty: 1204.749878
	Iteration 77Q: 3 clusters Score -2.166576e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555664 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -21665780.000000 Penalty: 1204.749878
	Iteration 78Q: 3 clusters Score -2.166578e+07 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 555917 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -21665900.000000 Penalty: 1204.749878
	Iteration 79Q: 3 clusters Score -2.16659e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556162 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -21665994.000000 Penalty: 1204.749878
	Iteration 80F: 3 clusters Score -2.166599e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556401 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -21666038.000000 Penalty: 1204.749878
	Iteration 81Q: 3 clusters Score -2.166604e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556658 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -21666150.000000 Penalty: 1204.749878
	Iteration 82Q: 3 clusters Score -2.166615e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556895 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -21666172.000000 Penalty: 1204.749878
	Iteration 83Q: 3 clusters Score -2.166617e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557125 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -21666248.000000 Penalty: 1204.749878
	Iteration 84Q: 3 clusters Score -2.166625e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557344 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -21666370.000000 Penalty: 1204.749878
	Iteration 85Q: 3 clusters Score -2.166637e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557565 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -21666470.000000 Penalty: 1204.749878
	Iteration 86Q: 3 clusters Score -2.166647e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557767 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -21666558.000000 Penalty: 1204.749878
	Iteration 87Q: 3 clusters Score -2.166656e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557944 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -21666624.000000 Penalty: 1204.749878
	Iteration 88Q: 3 clusters Score -2.166662e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558108 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -21666714.000000 Penalty: 1204.749878
	Iteration 89Q: 3 clusters Score -2.166671e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558252 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -21666708.000000 Penalty: 1204.749878
	Iteration 90Q: 3 clusters Score -2.166671e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558399 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -21666754.000000 Penalty: 1204.749878
	Iteration 91Q: 3 clusters Score -2.166675e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558544 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -21666766.000000 Penalty: 1204.749878
	Iteration 92Q: 3 clusters Score -2.166677e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558667 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -21666804.000000 Penalty: 1204.749878
	Iteration 93Q: 3 clusters Score -2.16668e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558797 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.166687e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558901 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -21666938.000000 Penalty: 1204.749878
	Iteration 95Q: 3 clusters Score -2.166694e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558994 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -21666952.000000 Penalty: 1204.749878
	Iteration 96Q: 3 clusters Score -2.166695e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559092 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -21667022.000000 Penalty: 1204.749878
	Iteration 97Q: 3 clusters Score -2.166702e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559197 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -21667060.000000 Penalty: 1204.749878
	Iteration 98Q: 3 clusters Score -2.166706e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559284 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -21667112.000000 Penalty: 1204.749878
	Iteration 99Q: 3 clusters Score -2.166711e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559351 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -21667110.000000 Penalty: 1204.749878
	Iteration 100F: 3 clusters Score -2.166711e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559424 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -21667114.000000 Penalty: 1204.749878
	Iteration 101Q: 3 clusters Score -2.166711e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559495 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -21667132.000000 Penalty: 1204.749878
	Iteration 102Q: 3 clusters Score -2.166713e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559570 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -21667148.000000 Penalty: 1204.749878
	Iteration 103Q: 3 clusters Score -2.166715e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559643 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -21667152.000000 Penalty: 1204.749878
	Iteration 104Q: 3 clusters Score -2.166715e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559710 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -21667174.000000 Penalty: 1204.749878
	Iteration 105Q: 3 clusters Score -2.166717e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559768 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -21667198.000000 Penalty: 1204.749878
	Iteration 106Q: 3 clusters Score -2.16672e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559820 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -21667200.000000 Penalty: 1204.749878
	Iteration 107Q: 3 clusters Score -2.16672e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559870 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -21667258.000000 Penalty: 1204.749878
	Iteration 108Q: 3 clusters Score -2.166726e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559918 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -21667258.000000 Penalty: 1204.749878
	Iteration 109Q: 3 clusters Score -2.166726e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559966 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -21667286.000000 Penalty: 1204.749878
	Iteration 110Q: 3 clusters Score -2.166729e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560006 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -21667316.000000 Penalty: 1204.749878
	Iteration 111Q: 3 clusters Score -2.166732e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560050 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -21667346.000000 Penalty: 1204.749878
	Iteration 112Q: 3 clusters Score -2.166735e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560085 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -21667310.000000 Penalty: 1204.749878
	Iteration 113Q: 3 clusters Score -2.166731e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560122 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -21667356.000000 Penalty: 1204.749878
	Iteration 114Q: 3 clusters Score -2.166736e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560171 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -21667372.000000 Penalty: 1204.749878
	Iteration 115Q: 3 clusters Score -2.166737e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560216 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -21667410.000000 Penalty: 1204.749878
	Iteration 116Q: 3 clusters Score -2.166741e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560257 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -21667398.000000 Penalty: 1204.749878
	Iteration 117Q: 3 clusters Score -2.16674e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560298 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -21667416.000000 Penalty: 1204.749878
	Iteration 118Q: 3 clusters Score -2.166742e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560341 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -21667438.000000 Penalty: 1204.749878
	Iteration 119Q: 3 clusters Score -2.166744e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560369 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -21667436.000000 Penalty: 1204.749878
	Iteration 120F: 3 clusters Score -2.166744e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560400 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -21667458.000000 Penalty: 1204.749878
	Iteration 121Q: 3 clusters Score -2.166746e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560430 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -21667482.000000 Penalty: 1204.749878
	Iteration 122Q: 3 clusters Score -2.166748e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560456 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -21667494.000000 Penalty: 1204.749878
	Iteration 123Q: 3 clusters Score -2.166749e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560482 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -21667508.000000 Penalty: 1204.749878
	Iteration 124Q: 3 clusters Score -2.166751e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560504 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -21667486.000000 Penalty: 1204.749878
	Iteration 125Q: 3 clusters Score -2.166749e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560523 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -21667510.000000 Penalty: 1204.749878
	Iteration 126Q: 3 clusters Score -2.166751e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560538 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -21667500.000000 Penalty: 1204.749878
	Iteration 127Q: 3 clusters Score -2.16675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560550 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -21667512.000000 Penalty: 1204.749878
	Iteration 128Q: 3 clusters Score -2.166751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560560 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -21667510.000000 Penalty: 1204.749878
	Iteration 129Q: 3 clusters Score -2.166751e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560570 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -21667508.000000 Penalty: 1204.749878
	Iteration 130Q: 3 clusters Score -2.166751e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560580 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -21667526.000000 Penalty: 1204.749878
	Iteration 131Q: 3 clusters Score -2.166753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560589 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -21667522.000000 Penalty: 1204.749878
	Iteration 132Q: 3 clusters Score -2.166752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560595 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -21667518.000000 Penalty: 1204.749878
	Iteration 133Q: 3 clusters Score -2.166752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560601 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -21667522.000000 Penalty: 1204.749878
	Iteration 134Q: 3 clusters Score -2.166752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560606 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -21667532.000000 Penalty: 1204.749878
	Iteration 135Q: 3 clusters Score -2.166753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560610 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -21667552.000000 Penalty: 1204.749878
	Iteration 136Q: 3 clusters Score -2.166755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560611 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -21667546.000000 Penalty: 1204.749878
	Iteration 137Q: 3 clusters Score -2.166755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560611 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -21667542.000000 Penalty: 1204.749878
	Iteration 138Q: 3 clusters Score -2.166754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560613 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -21667550.000000 Penalty: 1204.749878
	Iteration 139Q: 3 clusters Score -2.166755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560616 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -21667548.000000 Penalty: 1204.749878
	Iteration 140F: 3 clusters Score -2.166755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560619 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -21667540.000000 Penalty: 1204.749878
	Iteration 141Q: 3 clusters Score -2.166754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560621 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -21667540.000000 Penalty: 1204.749878
	Iteration 142Q: 3 clusters Score -2.166754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560624 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -21667524.000000 Penalty: 1204.749878
	Iteration 143Q: 3 clusters Score -2.166752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560626 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -21667524.000000 Penalty: 1204.749878
	Iteration 144Q: 3 clusters Score -2.166752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560629 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -21667534.000000 Penalty: 1204.749878
	Iteration 145Q: 3 clusters Score -2.166753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560632 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -21667522.000000 Penalty: 1204.749878
	Iteration 146Q: 3 clusters Score -2.166752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560636 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -21667552.000000 Penalty: 1204.749878
	Iteration 147Q: 3 clusters Score -2.166755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560638 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -21667544.000000 Penalty: 1204.749878
	Iteration 148Q: 3 clusters Score -2.166754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560640 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -21667530.000000 Penalty: 1204.749878
	Iteration 149Q: 3 clusters Score -2.166753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560641 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -21667524.000000 Penalty: 1204.749878
	Iteration 150Q: 3 clusters Score -2.166752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560642 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -21667534.000000 Penalty: 1204.749878
	Iteration 151Q: 3 clusters Score -2.166753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560644 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -21667532.000000 Penalty: 1204.749878
	Iteration 152Q: 3 clusters Score -2.166753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560644 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -21667532.000000 Penalty: 1204.749878
	Iteration 153F: 3 clusters Score -2.166753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Entering Unmasked Estep 
Score: -313379.031250 Penalty: 411.563354
	Iteration 0F: 2 clusters Score -313379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -307751.937500 Penalty: 823.126709
	Iteration 0F: 3 clusters Score -307751.9 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -310128.000000 Penalty: 823.126709
	Iteration 1F: 3 clusters Score -310128 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -310533.656250 Penalty: 823.126709
	Iteration 2F: 3 clusters Score -310533.7 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -310899.187500 Penalty: 823.126709
	Iteration 3F: 3 clusters Score -310899.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -311276.093750 Penalty: 823.126709
	Iteration 4F: 3 clusters Score -311276.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -311586.000000 Penalty: 823.126709
	Iteration 5F: 3 clusters Score -311586 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -311830.750000 Penalty: 823.126709
	Iteration 6F: 3 clusters Score -311830.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -311950.125000 Penalty: 823.126709
	Iteration 7Q: 3 clusters Score -311950.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -312010.968750 Penalty: 823.126709
	Iteration 8Q: 3 clusters Score -312011 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -312049.687500 Penalty: 823.126709
	Iteration 9Q: 3 clusters Score -312049.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -312076.500000 Penalty: 823.126709
	Iteration 10Q: 3 clusters Score -312076.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -312099.468750 Penalty: 823.126709
	Iteration 11Q: 3 clusters Score -312099.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -312118.875000 Penalty: 823.126709
	Iteration 12Q: 3 clusters Score -312118.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -312133.343750 Penalty: 823.126709
	Iteration 13Q: 3 clusters Score -312133.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -312143.531250 Penalty: 823.126709
	Iteration 14Q: 3 clusters Score -312143.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -312152.812500 Penalty: 823.126709
	Iteration 15Q: 3 clusters Score -312152.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -312162.406250 Penalty: 823.126709
	Iteration 16Q: 3 clusters Score -312162.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -312172.125000 Penalty: 823.126709
	Iteration 17Q: 3 clusters Score -312172.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -312182.375000 Penalty: 823.126709
	Iteration 18Q: 3 clusters Score -312182.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -312189.687500 Penalty: 823.126709
	Iteration 19Q: 3 clusters Score -312189.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -312196.375000 Penalty: 823.126709
	Iteration 20F: 3 clusters Score -312196.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -312202.718750 Penalty: 823.126709
	Iteration 21Q: 3 clusters Score -312202.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -312207.656250 Penalty: 823.126709
	Iteration 22Q: 3 clusters Score -312207.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -312211.156250 Penalty: 823.126709
	Iteration 23Q: 3 clusters Score -312211.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -312213.687500 Penalty: 823.126709
	Iteration 24Q: 3 clusters Score -312213.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -312216.093750 Penalty: 823.126709
	Iteration 25Q: 3 clusters Score -312216.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -312218.312500 Penalty: 823.126709
	Iteration 26Q: 3 clusters Score -312218.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -312221.343750 Penalty: 823.126709
	Iteration 27Q: 3 clusters Score -312221.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -312225.250000 Penalty: 823.126709
	Iteration 28Q: 3 clusters Score -312225.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -312227.125000 Penalty: 823.126709
	Iteration 29Q: 3 clusters Score -312227.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -312230.437500 Penalty: 823.126709
	Iteration 30Q: 3 clusters Score -312230.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -312234.656250 Penalty: 823.126709
	Iteration 31Q: 3 clusters Score -312234.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -312239.906250 Penalty: 823.126709
	Iteration 32Q: 3 clusters Score -312239.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -312245.093750 Penalty: 823.126709
	Iteration 33Q: 3 clusters Score -312245.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -312248.093750 Penalty: 823.126709
	Iteration 34Q: 3 clusters Score -312248.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -312251.093750 Penalty: 823.126709
	Iteration 35Q: 3 clusters Score -312251.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -312252.875000 Penalty: 823.126709
	Iteration 36Q: 3 clusters Score -312252.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -312254.250000 Penalty: 823.126709
	Iteration 37Q: 3 clusters Score -312254.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -312255.781250 Penalty: 823.126709
	Iteration 38Q: 3 clusters Score -312255.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -312256.625000 Penalty: 823.126709
	Iteration 39Q: 3 clusters Score -312256.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -312258.625000 Penalty: 823.126709
	Iteration 40F: 3 clusters Score -312258.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -312259.375000 Penalty: 823.126709
	Iteration 41Q: 3 clusters Score -312259.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -312259.750000 Penalty: 823.126709
	Iteration 42Q: 3 clusters Score -312259.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -312260.687500 Penalty: 823.126709
	Iteration 43Q: 3 clusters Score -312260.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -312260.687500 Penalty: 823.126709
	Iteration 44Q: 3 clusters Score -312260.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -312261.468750 Penalty: 823.126709
	Iteration 45Q: 3 clusters Score -312261.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -312261.468750 Penalty: 823.126709
	Iteration 46Q: 3 clusters Score -312261.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -312262.187500 Penalty: 823.126709
	Iteration 47Q: 3 clusters Score -312262.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -312262.125000 Penalty: 823.126709
	Iteration 48Q: 3 clusters Score -312262.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -312262.093750 Penalty: 823.126709
	Iteration 49Q: 3 clusters Score -312262.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -312262.406250 Penalty: 823.126709
	Iteration 50Q: 3 clusters Score -312262.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -312264.125000 Penalty: 823.126709
	Iteration 51Q: 3 clusters Score -312264.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -312264.125000 Penalty: 823.126709
	Iteration 52Q: 3 clusters Score -312264.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -312264.187500 Penalty: 823.126709
	Iteration 53Q: 3 clusters Score -312264.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -312264.500000 Penalty: 823.126709
	Iteration 54Q: 3 clusters Score -312264.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -312264.156250 Penalty: 823.126709
	Iteration 55Q: 3 clusters Score -312264.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -312264.156250 Penalty: 823.126709
	Iteration 56F: 3 clusters Score -312264.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (108067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108067 members 
Entering Unmasked Estep 
Score: -4159140.500000 Penalty: 527.368042
	Iteration 0F: 2 clusters Score -4159140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -4085984.000000 Penalty: 1054.736084
	Iteration 0F: 3 clusters Score -4085984 nChanged 52864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56591 members 
Mstep: Class 2 contains 51476 members 
Entering Unmasked Estep 
Score: -4119963.500000 Penalty: 1054.736084
	Iteration 1F: 3 clusters Score -4119964 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57481 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -4122798.500000 Penalty: 1054.736084
	Iteration 2F: 3 clusters Score -4122798 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58286 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -4127127.000000 Penalty: 1054.736084
	Iteration 3F: 3 clusters Score -4127127 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59022 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -4132716.500000 Penalty: 1054.736084
	Iteration 4F: 3 clusters Score -4132716 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -4138259.000000 Penalty: 1054.736084
	Iteration 5F: 3 clusters Score -4138259 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -4141999.500000 Penalty: 1054.736084
	Iteration 6F: 3 clusters Score -4142000 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60258 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -4143832.000000 Penalty: 1054.736084
	Iteration 7Q: 3 clusters Score -4143832 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60318 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -4144807.750000 Penalty: 1054.736084
	Iteration 8Q: 3 clusters Score -4144808 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60336 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -4145442.500000 Penalty: 1054.736084
	Iteration 9Q: 3 clusters Score -4145442 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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	Iteration 102Q: 3 clusters Score -4152734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53127 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -4152741.500000 Penalty: 1054.736084
	Iteration 103Q: 3 clusters Score -4152742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 54948 members 
Entering Unmasked Estep 
Score: -4152735.750000 Penalty: 1054.736084
	Iteration 104Q: 3 clusters Score -4152736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 54960 members 
Entering Unmasked Estep 
Score: -4152735.250000 Penalty: 1054.736084
	Iteration 105Q: 3 clusters Score -4152735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -4152729.250000 Penalty: 1054.736084
	Iteration 106Q: 3 clusters Score -4152729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53085 members 
Mstep: Class 2 contains 54982 members 
Entering Unmasked Estep 
Score: -4152727.250000 Penalty: 1054.736084
	Iteration 107Q: 3 clusters Score -4152727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53074 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -4152739.000000 Penalty: 1054.736084
	Iteration 108Q: 3 clusters Score -4152739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -4152741.000000 Penalty: 1054.736084
	Iteration 109Q: 3 clusters Score -4152741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 55010 members 
Entering Unmasked Estep 
Score: -4152738.250000 Penalty: 1054.736084
	Iteration 110Q: 3 clusters Score -4152738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -4152736.000000 Penalty: 1054.736084
	Iteration 111Q: 3 clusters Score -4152736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 55039 members 
Entering Unmasked Estep 
Score: -4152728.000000 Penalty: 1054.736084
	Iteration 112Q: 3 clusters Score -4152728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 55054 members 
Entering Unmasked Estep 
Score: -4152728.750000 Penalty: 1054.736084
	Iteration 113Q: 3 clusters Score -4152729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 55067 members 
Entering Unmasked Estep 
Score: -4152727.000000 Penalty: 1054.736084
	Iteration 114Q: 3 clusters Score -4152727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 55087 members 
Entering Unmasked Estep 
Score: -4152729.750000 Penalty: 1054.736084
	Iteration 115Q: 3 clusters Score -4152730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52958 members 
Mstep: Class 2 contains 55109 members 
Entering Unmasked Estep 
Score: -4152727.000000 Penalty: 1054.736084
	Iteration 116Q: 3 clusters Score -4152727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 55126 members 
Entering Unmasked Estep 
Score: -4152729.750000 Penalty: 1054.736084
	Iteration 117Q: 3 clusters Score -4152730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52923 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -4152734.750000 Penalty: 1054.736084
	Iteration 118Q: 3 clusters Score -4152735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 55158 members 
Entering Unmasked Estep 
Score: -4152728.000000 Penalty: 1054.736084
	Iteration 119Q: 3 clusters Score -4152728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 55171 members 
Entering Unmasked Estep 
Score: -4152730.500000 Penalty: 1054.736084
	Iteration 120F: 3 clusters Score -4152730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -4152733.500000 Penalty: 1054.736084
	Iteration 121Q: 3 clusters Score -4152734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52877 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
Score: -4152730.250000 Penalty: 1054.736084
	Iteration 122Q: 3 clusters Score -4152730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -4152730.750000 Penalty: 1054.736084
	Iteration 123Q: 3 clusters Score -4152731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Mstep: Class 2 contains 55205 members 
Entering Unmasked Estep 
Score: -4152732.750000 Penalty: 1054.736084
	Iteration 124Q: 3 clusters Score -4152733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52857 members 
Mstep: Class 2 contains 55210 members 
Entering Unmasked Estep 
Score: -4152733.250000 Penalty: 1054.736084
	Iteration 125Q: 3 clusters Score -4152733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
Score: -4152732.750000 Penalty: 1054.736084
	Iteration 126Q: 3 clusters Score -4152733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52853 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -4152733.250000 Penalty: 1054.736084
	Iteration 127Q: 3 clusters Score -4152733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52853 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -4152733.250000 Penalty: 1054.736084
	Iteration 128F: 3 clusters Score -4152733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -34199.332031 Penalty: 320.503510
	Iteration 0F: 2 clusters Score -34199.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -33285.121094 Penalty: 641.007019
	Iteration 0F: 3 clusters Score -33285.12 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -33617.890625 Penalty: 641.007019
	Iteration 1F: 3 clusters Score -33617.89 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -33713.230469 Penalty: 641.007019
	Iteration 2F: 3 clusters Score -33713.23 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -33774.246094 Penalty: 641.007019
	Iteration 3F: 3 clusters Score -33774.25 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -33818.839844 Penalty: 641.007019
	Iteration 4F: 3 clusters Score -33818.84 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -33875.960938 Penalty: 641.007019
	Iteration 5Q: 3 clusters Score -33875.96 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -33924.226562 Penalty: 641.007019
	Iteration 6Q: 3 clusters Score -33924.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -33949.511719 Penalty: 641.007019
	Iteration 7Q: 3 clusters Score -33949.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -33958.042969 Penalty: 641.007019
	Iteration 8Q: 3 clusters Score -33958.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -33964.730469 Penalty: 641.007019
	Iteration 9Q: 3 clusters Score -33964.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -33972.945312 Penalty: 641.007019
	Iteration 10Q: 3 clusters Score -33972.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -33975.820312 Penalty: 641.007019
	Iteration 11Q: 3 clusters Score -33975.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -33979.898438 Penalty: 641.007019
	Iteration 12Q: 3 clusters Score -33979.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -33984.175781 Penalty: 641.007019
	Iteration 13Q: 3 clusters Score -33984.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -33987.859375 Penalty: 641.007019
	Iteration 14Q: 3 clusters Score -33987.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -33991.863281 Penalty: 641.007019
	Iteration 15Q: 3 clusters Score -33991.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -33994.281250 Penalty: 641.007019
	Iteration 16Q: 3 clusters Score -33994.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -33995.605469 Penalty: 641.007019
	Iteration 17Q: 3 clusters Score -33995.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -33997.382812 Penalty: 641.007019
	Iteration 18Q: 3 clusters Score -33997.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -33998.316406 Penalty: 641.007019
	Iteration 19Q: 3 clusters Score -33998.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -33998.867188 Penalty: 641.007019
	Iteration 20F: 3 clusters Score -33998.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -33999.207031 Penalty: 641.007019
	Iteration 21Q: 3 clusters Score -33999.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -34000.113281 Penalty: 641.007019
	Iteration 22Q: 3 clusters Score -34000.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -34000.394531 Penalty: 641.007019
	Iteration 23Q: 3 clusters Score -34000.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -34001.343750 Penalty: 641.007019
	Iteration 24Q: 3 clusters Score -34001.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -34002.261719 Penalty: 641.007019
	Iteration 25Q: 3 clusters Score -34002.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -34003.363281 Penalty: 641.007019
	Iteration 26Q: 3 clusters Score -34003.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -34005.636719 Penalty: 641.007019
	Iteration 27Q: 3 clusters Score -34005.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -34006.082031 Penalty: 641.007019
	Iteration 28Q: 3 clusters Score -34006.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -34007.078125 Penalty: 641.007019
	Iteration 29Q: 3 clusters Score -34007.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -34008.523438 Penalty: 641.007019
	Iteration 30Q: 3 clusters Score -34008.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -34009.144531 Penalty: 641.007019
	Iteration 31Q: 3 clusters Score -34009.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -34010.250000 Penalty: 641.007019
	Iteration 32Q: 3 clusters Score -34010.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -34010.996094 Penalty: 641.007019
	Iteration 33Q: 3 clusters Score -34011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -34011.359375 Penalty: 641.007019
	Iteration 34Q: 3 clusters Score -34011.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -34011.710938 Penalty: 641.007019
	Iteration 35Q: 3 clusters Score -34011.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -34011.710938 Penalty: 641.007019
	Iteration 36F: 3 clusters Score -34011.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Entering Unmasked Estep 
Score: -53379.218750 Penalty: 334.448486
	Iteration 0F: 2 clusters Score -53379.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -52221.789062 Penalty: 668.896973
	Iteration 0F: 3 clusters Score -52221.79 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -52588.382812 Penalty: 668.896973
	Iteration 1F: 3 clusters Score -52588.38 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -52654.128906 Penalty: 668.896973
	Iteration 2F: 3 clusters Score -52654.13 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -52708.671875 Penalty: 668.896973
	Iteration 3F: 3 clusters Score -52708.67 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -52752.210938 Penalty: 668.896973
	Iteration 4Q: 3 clusters Score -52752.21 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -52780.800781 Penalty: 668.896973
	Iteration 5Q: 3 clusters Score -52780.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -52807.046875 Penalty: 668.896973
	Iteration 6Q: 3 clusters Score -52807.05 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -52834.929688 Penalty: 668.896973
	Iteration 7Q: 3 clusters Score -52834.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -52863.039062 Penalty: 668.896973
	Iteration 8Q: 3 clusters Score -52863.04 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -52893.582031 Penalty: 668.896973
	Iteration 9Q: 3 clusters Score -52893.58 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -52926.386719 Penalty: 668.896973
	Iteration 10Q: 3 clusters Score -52926.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -52952.558594 Penalty: 668.896973
	Iteration 11Q: 3 clusters Score -52952.56 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -52984.332031 Penalty: 668.896973
	Iteration 12Q: 3 clusters Score -52984.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -53013.570312 Penalty: 668.896973
	Iteration 13Q: 3 clusters Score -53013.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -53032.257812 Penalty: 668.896973
	Iteration 14Q: 3 clusters Score -53032.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53044.968750 Penalty: 668.896973
	Iteration 15Q: 3 clusters Score -53044.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -53058.152344 Penalty: 668.896973
	Iteration 16Q: 3 clusters Score -53058.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -53069.453125 Penalty: 668.896973
	Iteration 17Q: 3 clusters Score -53069.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -53076.058594 Penalty: 668.896973
	Iteration 18Q: 3 clusters Score -53076.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -53084.007812 Penalty: 668.896973
	Iteration 19Q: 3 clusters Score -53084.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -53089.250000 Penalty: 668.896973
	Iteration 20F: 3 clusters Score -53089.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -53093.968750 Penalty: 668.896973
	Iteration 21Q: 3 clusters Score -53093.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53096.562500 Penalty: 668.896973
	Iteration 22Q: 3 clusters Score -53096.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53099.738281 Penalty: 668.896973
	Iteration 23Q: 3 clusters Score -53099.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53105.937500 Penalty: 668.896973
	Iteration 24Q: 3 clusters Score -53105.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53112.257812 Penalty: 668.896973
	Iteration 25Q: 3 clusters Score -53112.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53117.589844 Penalty: 668.896973
	Iteration 26Q: 3 clusters Score -53117.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53127.730469 Penalty: 668.896973
	Iteration 27Q: 3 clusters Score -53127.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -53137.867188 Penalty: 668.896973
	Iteration 28Q: 3 clusters Score -53137.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -53147.753906 Penalty: 668.896973
	Iteration 29Q: 3 clusters Score -53147.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -53153.296875 Penalty: 668.896973
	Iteration 30Q: 3 clusters Score -53153.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -53154.515625 Penalty: 668.896973
	Iteration 31Q: 3 clusters Score -53154.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -53154.968750 Penalty: 668.896973
	Iteration 32Q: 3 clusters Score -53154.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -53154.968750 Penalty: 668.896973
	Iteration 33F: 3 clusters Score -53154.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Entering Unmasked Estep 
Score: -524920.875000 Penalty: 435.478119
	Iteration 0F: 2 clusters Score -524920.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -515413.906250 Penalty: 870.956238
	Iteration 0F: 3 clusters Score -515413.9 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -519292.531250 Penalty: 870.956238
	Iteration 1F: 3 clusters Score -519292.5 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -519598.718750 Penalty: 870.956238
	Iteration 2F: 3 clusters Score -519598.7 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -520004.156250 Penalty: 870.956238
	Iteration 3F: 3 clusters Score -520004.2 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -520544.406250 Penalty: 870.956238
	Iteration 4F: 3 clusters Score -520544.4 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -521163.531250 Penalty: 870.956238
	Iteration 5F: 3 clusters Score -521163.5 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -521851.125000 Penalty: 870.956238
	Iteration 6F: 3 clusters Score -521851.1 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -522365.968750 Penalty: 870.956238
	Iteration 7F: 3 clusters Score -522366 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -522594.906250 Penalty: 870.956238
	Iteration 8Q: 3 clusters Score -522594.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -522683.468750 Penalty: 870.956238
	Iteration 9Q: 3 clusters Score -522683.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -522722.343750 Penalty: 870.956238
	Iteration 10Q: 3 clusters Score -522722.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -522751.281250 Penalty: 870.956238
	Iteration 11Q: 3 clusters Score -522751.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -522784.187500 Penalty: 870.956238
	Iteration 12Q: 3 clusters Score -522784.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -522815.375000 Penalty: 870.956238
	Iteration 13Q: 3 clusters Score -522815.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -522847.218750 Penalty: 870.956238
	Iteration 14Q: 3 clusters Score -522847.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -522878.906250 Penalty: 870.956238
	Iteration 15Q: 3 clusters Score -522878.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -522921.875000 Penalty: 870.956238
	Iteration 16Q: 3 clusters Score -522921.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -522971.093750 Penalty: 870.956238
	Iteration 17Q: 3 clusters Score -522971.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -523016.343750 Penalty: 870.956238
	Iteration 18Q: 3 clusters Score -523016.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -523063.562500 Penalty: 870.956238
	Iteration 19Q: 3 clusters Score -523063.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -523099.968750 Penalty: 870.956238
	Iteration 20F: 3 clusters Score -523100 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -523136.031250 Penalty: 870.956238
	Iteration 21Q: 3 clusters Score -523136 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -523178.125000 Penalty: 870.956238
	Iteration 22Q: 3 clusters Score -523178.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -523229.531250 Penalty: 870.956238
	Iteration 23Q: 3 clusters Score -523229.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -523302.875000 Penalty: 870.956238
	Iteration 24Q: 3 clusters Score -523302.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -523392.843750 Penalty: 870.956238
	Iteration 25Q: 3 clusters Score -523392.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -523493.562500 Penalty: 870.956238
	Iteration 26Q: 3 clusters Score -523493.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -523595.843750 Penalty: 870.956238
	Iteration 27Q: 3 clusters Score -523595.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -523682.781250 Penalty: 870.956238
	Iteration 28Q: 3 clusters Score -523682.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -523757.500000 Penalty: 870.956238
	Iteration 29Q: 3 clusters Score -523757.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -523827.250000 Penalty: 870.956238
	Iteration 30Q: 3 clusters Score -523827.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -523896.718750 Penalty: 870.956238
	Iteration 31Q: 3 clusters Score -523896.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -523976.687500 Penalty: 870.956238
	Iteration 32Q: 3 clusters Score -523976.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -524049.156250 Penalty: 870.956238
	Iteration 33Q: 3 clusters Score -524049.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -524115.281250 Penalty: 870.956238
	Iteration 34Q: 3 clusters Score -524115.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -524175.812500 Penalty: 870.956238
	Iteration 35Q: 3 clusters Score -524175.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -524241.906250 Penalty: 870.956238
	Iteration 36Q: 3 clusters Score -524241.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -524286.250000 Penalty: 870.956238
	Iteration 37Q: 3 clusters Score -524286.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -524325.437500 Penalty: 870.956238
	Iteration 38Q: 3 clusters Score -524325.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -524354.187500 Penalty: 870.956238
	Iteration 39Q: 3 clusters Score -524354.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -524382.687500 Penalty: 870.956238
	Iteration 40F: 3 clusters Score -524382.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -524408.062500 Penalty: 870.956238
	Iteration 41Q: 3 clusters Score -524408.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -524431.812500 Penalty: 870.956238
	Iteration 42Q: 3 clusters Score -524431.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -524456.187500 Penalty: 870.956238
	Iteration 43Q: 3 clusters Score -524456.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -524469.187500 Penalty: 870.956238
	Iteration 44Q: 3 clusters Score -524469.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -524484.875000 Penalty: 870.956238
	Iteration 45Q: 3 clusters Score -524484.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -524500.062500 Penalty: 870.956238
	Iteration 46Q: 3 clusters Score -524500.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -524517.625000 Penalty: 870.956238
	Iteration 47Q: 3 clusters Score -524517.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -524537.437500 Penalty: 870.956238
	Iteration 48Q: 3 clusters Score -524537.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -524555.875000 Penalty: 870.956238
	Iteration 49Q: 3 clusters Score -524555.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -524563.812500 Penalty: 870.956238
	Iteration 50Q: 3 clusters Score -524563.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -524571.000000 Penalty: 870.956238
	Iteration 51Q: 3 clusters Score -524571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -524574.562500 Penalty: 870.956238
	Iteration 52Q: 3 clusters Score -524574.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -524576.812500 Penalty: 870.956238
	Iteration 53Q: 3 clusters Score -524576.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -524577.687500 Penalty: 870.956238
	Iteration 54Q: 3 clusters Score -524577.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -524578.750000 Penalty: 870.956238
	Iteration 55Q: 3 clusters Score -524578.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -524580.062500 Penalty: 870.956238
	Iteration 56Q: 3 clusters Score -524580.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -524580.125000 Penalty: 870.956238
	Iteration 57Q: 3 clusters Score -524580.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -524580.312500 Penalty: 870.956238
	Iteration 58Q: 3 clusters Score -524580.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -524580.312500 Penalty: 870.956238
	Iteration 59Q: 3 clusters Score -524580.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -524580.312500 Penalty: 870.956238
	Iteration 60F: 3 clusters Score -524580.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -524581.750000 Penalty: 870.956238
	Iteration 61Q: 3 clusters Score -524581.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -524584.562500 Penalty: 870.956238
	Iteration 62Q: 3 clusters Score -524584.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -524586.812500 Penalty: 870.956238
	Iteration 63Q: 3 clusters Score -524586.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -524587.250000 Penalty: 870.956238
	Iteration 64Q: 3 clusters Score -524587.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -524590.625000 Penalty: 870.956238
	Iteration 65Q: 3 clusters Score -524590.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -524591.437500 Penalty: 870.956238
	Iteration 66Q: 3 clusters Score -524591.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -524594.187500 Penalty: 870.956238
	Iteration 67Q: 3 clusters Score -524594.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -524596.062500 Penalty: 870.956238
	Iteration 68Q: 3 clusters Score -524596.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -524595.812500 Penalty: 870.956238
	Iteration 69Q: 3 clusters Score -524595.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -524597.375000 Penalty: 870.956238
	Iteration 70Q: 3 clusters Score -524597.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -524598.687500 Penalty: 870.956238
	Iteration 71Q: 3 clusters Score -524598.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -524598.812500 Penalty: 870.956238
	Iteration 72Q: 3 clusters Score -524598.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -524598.625000 Penalty: 870.956238
	Iteration 73Q: 3 clusters Score -524598.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -524598.625000 Penalty: 870.956238
	Iteration 74F: 3 clusters Score -524598.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Entering Unmasked Estep 
Score: -50796.062500 Penalty: 332.232910
	Iteration 0F: 2 clusters Score -50796.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -49687.972656 Penalty: 664.465820
	Iteration 0F: 3 clusters Score -49687.97 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -50092.648438 Penalty: 664.465820
	Iteration 1F: 3 clusters Score -50092.65 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -50206.894531 Penalty: 664.465820
	Iteration 2F: 3 clusters Score -50206.89 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -50286.214844 Penalty: 664.465820
	Iteration 3F: 3 clusters Score -50286.21 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -50329.457031 Penalty: 664.465820
	Iteration 4F: 3 clusters Score -50329.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -50361.867188 Penalty: 664.465820
	Iteration 5Q: 3 clusters Score -50361.87 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -50391.246094 Penalty: 664.465820
	Iteration 6Q: 3 clusters Score -50391.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -50415.078125 Penalty: 664.465820
	Iteration 7Q: 3 clusters Score -50415.08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -50433.218750 Penalty: 664.465820
	Iteration 8Q: 3 clusters Score -50433.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -50441.503906 Penalty: 664.465820
	Iteration 9Q: 3 clusters Score -50441.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -50449.085938 Penalty: 664.465820
	Iteration 10Q: 3 clusters Score -50449.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -50451.683594 Penalty: 664.465820
	Iteration 11Q: 3 clusters Score -50451.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -50455.121094 Penalty: 664.465820
	Iteration 12Q: 3 clusters Score -50455.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -50463.632812 Penalty: 664.465820
	Iteration 13Q: 3 clusters Score -50463.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -50472.382812 Penalty: 664.465820
	Iteration 14Q: 3 clusters Score -50472.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -50484.648438 Penalty: 664.465820
	Iteration 15Q: 3 clusters Score -50484.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -50494.871094 Penalty: 664.465820
	Iteration 16Q: 3 clusters Score -50494.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -50503.738281 Penalty: 664.465820
	Iteration 17Q: 3 clusters Score -50503.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -50513.148438 Penalty: 664.465820
	Iteration 18Q: 3 clusters Score -50513.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -50520.285156 Penalty: 664.465820
	Iteration 19Q: 3 clusters Score -50520.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -50530.460938 Penalty: 664.465820
	Iteration 20F: 3 clusters Score -50530.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -50541.472656 Penalty: 664.465820
	Iteration 21Q: 3 clusters Score -50541.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -50549.222656 Penalty: 664.465820
	Iteration 22Q: 3 clusters Score -50549.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -50558.800781 Penalty: 664.465820
	Iteration 23Q: 3 clusters Score -50558.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -50566.906250 Penalty: 664.465820
	Iteration 24Q: 3 clusters Score -50566.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -50574.933594 Penalty: 664.465820
	Iteration 25Q: 3 clusters Score -50574.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -50582.957031 Penalty: 664.465820
	Iteration 26Q: 3 clusters Score -50582.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -50589.824219 Penalty: 664.465820
	Iteration 27Q: 3 clusters Score -50589.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -50593.839844 Penalty: 664.465820
	Iteration 28Q: 3 clusters Score -50593.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -50598.078125 Penalty: 664.465820
	Iteration 29Q: 3 clusters Score -50598.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -50603.371094 Penalty: 664.465820
	Iteration 30Q: 3 clusters Score -50603.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -50607.871094 Penalty: 664.465820
	Iteration 31Q: 3 clusters Score -50607.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -50612.613281 Penalty: 664.465820
	Iteration 32Q: 3 clusters Score -50612.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -50616.167969 Penalty: 664.465820
	Iteration 33Q: 3 clusters Score -50616.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -50622.625000 Penalty: 664.465820
	Iteration 34Q: 3 clusters Score -50622.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -50635.964844 Penalty: 664.465820
	Iteration 35Q: 3 clusters Score -50635.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -50653.351562 Penalty: 664.465820
	Iteration 36Q: 3 clusters Score -50653.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -50674.207031 Penalty: 664.465820
	Iteration 37Q: 3 clusters Score -50674.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -50697.875000 Penalty: 664.465820
	Iteration 38Q: 3 clusters Score -50697.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -50718.113281 Penalty: 664.465820
	Iteration 39Q: 3 clusters Score -50718.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -50732.042969 Penalty: 664.465820
	Iteration 40F: 3 clusters Score -50732.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -50745.941406 Penalty: 664.465820
	Iteration 41Q: 3 clusters Score -50745.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -50753.164062 Penalty: 664.465820
	Iteration 42Q: 3 clusters Score -50753.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -50759.136719 Penalty: 664.465820
	Iteration 43Q: 3 clusters Score -50759.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -50762.453125 Penalty: 664.465820
	Iteration 44Q: 3 clusters Score -50762.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -50765.078125 Penalty: 664.465820
	Iteration 45Q: 3 clusters Score -50765.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -50765.468750 Penalty: 664.465820
	Iteration 46Q: 3 clusters Score -50765.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -50765.750000 Penalty: 664.465820
	Iteration 47Q: 3 clusters Score -50765.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -50766.265625 Penalty: 664.465820
	Iteration 48Q: 3 clusters Score -50766.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -50766.265625 Penalty: 664.465820
	Iteration 49F: 3 clusters Score -50766.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Entering Unmasked Estep 
Score: -107223.703125 Penalty: 362.919464
	Iteration 0F: 2 clusters Score -107223.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -105188.210938 Penalty: 725.838928
	Iteration 0F: 3 clusters Score -105188.2 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -105892.390625 Penalty: 725.838928
	Iteration 1F: 3 clusters Score -105892.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -106006.640625 Penalty: 725.838928
	Iteration 2F: 3 clusters Score -106006.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -106132.953125 Penalty: 725.838928
	Iteration 3F: 3 clusters Score -106133 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -106314.132812 Penalty: 725.838928
	Iteration 4F: 3 clusters Score -106314.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -106496.914062 Penalty: 725.838928
	Iteration 5F: 3 clusters Score -106496.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -106624.429688 Penalty: 725.838928
	Iteration 6F: 3 clusters Score -106624.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -106707.960938 Penalty: 725.838928
	Iteration 7Q: 3 clusters Score -106708 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -106768.359375 Penalty: 725.838928
	Iteration 8Q: 3 clusters Score -106768.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -106808.781250 Penalty: 725.838928
	Iteration 9Q: 3 clusters Score -106808.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -106831.406250 Penalty: 725.838928
	Iteration 10Q: 3 clusters Score -106831.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -106843.429688 Penalty: 725.838928
	Iteration 11Q: 3 clusters Score -106843.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -106853.726562 Penalty: 725.838928
	Iteration 12Q: 3 clusters Score -106853.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -106869.710938 Penalty: 725.838928
	Iteration 13Q: 3 clusters Score -106869.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -106886.195312 Penalty: 725.838928
	Iteration 14Q: 3 clusters Score -106886.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -106903.843750 Penalty: 725.838928
	Iteration 15Q: 3 clusters Score -106903.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -106922.875000 Penalty: 725.838928
	Iteration 16Q: 3 clusters Score -106922.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -106936.531250 Penalty: 725.838928
	Iteration 17Q: 3 clusters Score -106936.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -106949.914062 Penalty: 725.838928
	Iteration 18Q: 3 clusters Score -106949.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -106965.375000 Penalty: 725.838928
	Iteration 19Q: 3 clusters Score -106965.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -106978.523438 Penalty: 725.838928
	Iteration 20F: 3 clusters Score -106978.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -106993.179688 Penalty: 725.838928
	Iteration 21Q: 3 clusters Score -106993.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -107005.007812 Penalty: 725.838928
	Iteration 22Q: 3 clusters Score -107005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -107016.648438 Penalty: 725.838928
	Iteration 23Q: 3 clusters Score -107016.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -107028.937500 Penalty: 725.838928
	Iteration 24Q: 3 clusters Score -107028.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -107046.085938 Penalty: 725.838928
	Iteration 25Q: 3 clusters Score -107046.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -107061.984375 Penalty: 725.838928
	Iteration 26Q: 3 clusters Score -107062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -107074.546875 Penalty: 725.838928
	Iteration 27Q: 3 clusters Score -107074.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -107082.531250 Penalty: 725.838928
	Iteration 28Q: 3 clusters Score -107082.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -107088.281250 Penalty: 725.838928
	Iteration 29Q: 3 clusters Score -107088.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -107092.203125 Penalty: 725.838928
	Iteration 30Q: 3 clusters Score -107092.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -107097.117188 Penalty: 725.838928
	Iteration 31Q: 3 clusters Score -107097.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -107099.429688 Penalty: 725.838928
	Iteration 32Q: 3 clusters Score -107099.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -107101.835938 Penalty: 725.838928
	Iteration 33Q: 3 clusters Score -107101.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -107104.281250 Penalty: 725.838928
	Iteration 34Q: 3 clusters Score -107104.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -107106.695312 Penalty: 725.838928
	Iteration 35Q: 3 clusters Score -107106.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -107108.640625 Penalty: 725.838928
	Iteration 36Q: 3 clusters Score -107108.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -107110.250000 Penalty: 725.838928
	Iteration 37Q: 3 clusters Score -107110.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -107110.687500 Penalty: 725.838928
	Iteration 38Q: 3 clusters Score -107110.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -107111.023438 Penalty: 725.838928
	Iteration 39Q: 3 clusters Score -107111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -107111.226562 Penalty: 725.838928
	Iteration 40F: 3 clusters Score -107111.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Entering Unmasked Estep 
Score: -56035.453125 Penalty: 340.742798
	Iteration 0F: 2 clusters Score -56035.45 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 859 members 
Entering Unmasked Estep 
Score: -54748.621094 Penalty: 681.485596
	Iteration 0F: 3 clusters Score -54748.62 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -55195.203125 Penalty: 681.485596
	Iteration 1F: 3 clusters Score -55195.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -55318.242188 Penalty: 681.485596
	Iteration 2F: 3 clusters Score -55318.24 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -55408.785156 Penalty: 681.485596
	Iteration 3F: 3 clusters Score -55408.79 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -55488.359375 Penalty: 681.485596
	Iteration 4F: 3 clusters Score -55488.36 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -55583.136719 Penalty: 681.485596
	Iteration 5F: 3 clusters Score -55583.14 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -55682.976562 Penalty: 681.485596
	Iteration 6Q: 3 clusters Score -55682.98 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -55734.855469 Penalty: 681.485596
	Iteration 7Q: 3 clusters Score -55734.86 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -55771.636719 Penalty: 681.485596
	Iteration 8Q: 3 clusters Score -55771.64 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -55794.324219 Penalty: 681.485596
	Iteration 9Q: 3 clusters Score -55794.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -55810.777344 Penalty: 681.485596
	Iteration 10Q: 3 clusters Score -55810.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -55827.750000 Penalty: 681.485596
	Iteration 11Q: 3 clusters Score -55827.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -55841.757812 Penalty: 681.485596
	Iteration 12Q: 3 clusters Score -55841.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -55858.187500 Penalty: 681.485596
	Iteration 13Q: 3 clusters Score -55858.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -55874.621094 Penalty: 681.485596
	Iteration 14Q: 3 clusters Score -55874.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -55890.453125 Penalty: 681.485596
	Iteration 15Q: 3 clusters Score -55890.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -55901.160156 Penalty: 681.485596
	Iteration 16Q: 3 clusters Score -55901.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -55911.773438 Penalty: 681.485596
	Iteration 17Q: 3 clusters Score -55911.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -55919.390625 Penalty: 681.485596
	Iteration 18Q: 3 clusters Score -55919.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -55923.597656 Penalty: 681.485596
	Iteration 19Q: 3 clusters Score -55923.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -55926.582031 Penalty: 681.485596
	Iteration 20F: 3 clusters Score -55926.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -55930.128906 Penalty: 681.485596
	Iteration 21Q: 3 clusters Score -55930.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -55933.378906 Penalty: 681.485596
	Iteration 22Q: 3 clusters Score -55933.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -55935.351562 Penalty: 681.485596
	Iteration 23Q: 3 clusters Score -55935.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -55936.789062 Penalty: 681.485596
	Iteration 24Q: 3 clusters Score -55936.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -55937.582031 Penalty: 681.485596
	Iteration 25Q: 3 clusters Score -55937.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -55938.101562 Penalty: 681.485596
	Iteration 26Q: 3 clusters Score -55938.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -55938.101562 Penalty: 681.485596
	Iteration 27F: 3 clusters Score -55938.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Entering Unmasked Estep 
Score: -509096.250000 Penalty: 435.201263
	Iteration 0F: 2 clusters Score -509096.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -499500.156250 Penalty: 870.402527
	Iteration 0F: 3 clusters Score -499500.2 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -503505.250000 Penalty: 870.402527
	Iteration 1F: 3 clusters Score -503505.2 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -504085.812500 Penalty: 870.402527
	Iteration 2F: 3 clusters Score -504085.8 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -505012.843750 Penalty: 870.402527
	Iteration 3F: 3 clusters Score -505012.8 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -506196.125000 Penalty: 870.402527
	Iteration 4F: 3 clusters Score -506196.1 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -507233.187500 Penalty: 870.402527
	Iteration 5F: 3 clusters Score -507233.2 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -507813.718750 Penalty: 870.402527
	Iteration 6F: 3 clusters Score -507813.7 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -508121.250000 Penalty: 870.402527
	Iteration 7Q: 3 clusters Score -508121.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -508270.562500 Penalty: 870.402527
	Iteration 8Q: 3 clusters Score -508270.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -508347.812500 Penalty: 870.402527
	Iteration 9Q: 3 clusters Score -508347.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -508397.031250 Penalty: 870.402527
	Iteration 10Q: 3 clusters Score -508397 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -508440.468750 Penalty: 870.402527
	Iteration 11Q: 3 clusters Score -508440.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -508491.500000 Penalty: 870.402527
	Iteration 12Q: 3 clusters Score -508491.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -508550.000000 Penalty: 870.402527
	Iteration 13Q: 3 clusters Score -508550 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -508597.656250 Penalty: 870.402527
	Iteration 14Q: 3 clusters Score -508597.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -508635.500000 Penalty: 870.402527
	Iteration 15Q: 3 clusters Score -508635.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -508675.812500 Penalty: 870.402527
	Iteration 16Q: 3 clusters Score -508675.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -508701.250000 Penalty: 870.402527
	Iteration 17Q: 3 clusters Score -508701.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -508723.125000 Penalty: 870.402527
	Iteration 18Q: 3 clusters Score -508723.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -508739.500000 Penalty: 870.402527
	Iteration 19Q: 3 clusters Score -508739.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -508753.687500 Penalty: 870.402527
	Iteration 20F: 3 clusters Score -508753.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -508768.937500 Penalty: 870.402527
	Iteration 21Q: 3 clusters Score -508768.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -508777.375000 Penalty: 870.402527
	Iteration 22Q: 3 clusters Score -508777.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -508783.968750 Penalty: 870.402527
	Iteration 23Q: 3 clusters Score -508784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -508786.562500 Penalty: 870.402527
	Iteration 24Q: 3 clusters Score -508786.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -508790.125000 Penalty: 870.402527
	Iteration 25Q: 3 clusters Score -508790.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -508790.812500 Penalty: 870.402527
	Iteration 26Q: 3 clusters Score -508790.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -508796.812500 Penalty: 870.402527
	Iteration 27Q: 3 clusters Score -508796.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -508798.562500 Penalty: 870.402527
	Iteration 28Q: 3 clusters Score -508798.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -508800.781250 Penalty: 870.402527
	Iteration 29Q: 3 clusters Score -508800.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -508802.125000 Penalty: 870.402527
	Iteration 30Q: 3 clusters Score -508802.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -508802.125000 Penalty: 870.402527
	Iteration 31Q: 3 clusters Score -508802.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -508802.125000 Penalty: 870.402527
	Iteration 32F: 3 clusters Score -508802.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -283002.343750 Penalty: 408.672241
	Iteration 0F: 2 clusters Score -283002.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -277695.812500 Penalty: 817.344482
	Iteration 0F: 3 clusters Score -277695.8 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -280279.531250 Penalty: 817.344482
	Iteration 1F: 3 clusters Score -280279.5 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -281020.781250 Penalty: 817.344482
	Iteration 2F: 3 clusters Score -281020.8 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -281706.906250 Penalty: 817.344482
	Iteration 3F: 3 clusters Score -281706.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -282185.031250 Penalty: 817.344482
	Iteration 4F: 3 clusters Score -282185 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -282374.593750 Penalty: 817.344482
	Iteration 5Q: 3 clusters Score -282374.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -282446.656250 Penalty: 817.344482
	Iteration 6Q: 3 clusters Score -282446.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -282479.312500 Penalty: 817.344482
	Iteration 7Q: 3 clusters Score -282479.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -282502.906250 Penalty: 817.344482
	Iteration 8Q: 3 clusters Score -282502.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -282531.718750 Penalty: 817.344482
	Iteration 9Q: 3 clusters Score -282531.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -282563.062500 Penalty: 817.344482
	Iteration 10Q: 3 clusters Score -282563.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -282587.562500 Penalty: 817.344482
	Iteration 11Q: 3 clusters Score -282587.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -282611.625000 Penalty: 817.344482
	Iteration 12Q: 3 clusters Score -282611.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -282628.312500 Penalty: 817.344482
	Iteration 13Q: 3 clusters Score -282628.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -282636.718750 Penalty: 817.344482
	Iteration 14Q: 3 clusters Score -282636.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -282644.906250 Penalty: 817.344482
	Iteration 15Q: 3 clusters Score -282644.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -282652.437500 Penalty: 817.344482
	Iteration 16Q: 3 clusters Score -282652.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -282660.968750 Penalty: 817.344482
	Iteration 17Q: 3 clusters Score -282661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -282670.500000 Penalty: 817.344482
	Iteration 18Q: 3 clusters Score -282670.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -282680.218750 Penalty: 817.344482
	Iteration 19Q: 3 clusters Score -282680.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -282699.000000 Penalty: 817.344482
	Iteration 20F: 3 clusters Score -282699 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -282717.406250 Penalty: 817.344482
	Iteration 21Q: 3 clusters Score -282717.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -282743.468750 Penalty: 817.344482
	Iteration 22Q: 3 clusters Score -282743.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -282768.000000 Penalty: 817.344482
	Iteration 23Q: 3 clusters Score -282768 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -282801.062500 Penalty: 817.344482
	Iteration 24Q: 3 clusters Score -282801.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -282819.718750 Penalty: 817.344482
	Iteration 25Q: 3 clusters Score -282819.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -282828.812500 Penalty: 817.344482
	Iteration 26Q: 3 clusters Score -282828.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -282834.875000 Penalty: 817.344482
	Iteration 27Q: 3 clusters Score -282834.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -282837.062500 Penalty: 817.344482
	Iteration 28Q: 3 clusters Score -282837.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -282837.656250 Penalty: 817.344482
	Iteration 29Q: 3 clusters Score -282837.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -282839.750000 Penalty: 817.344482
	Iteration 30Q: 3 clusters Score -282839.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -282840.531250 Penalty: 817.344482
	Iteration 31Q: 3 clusters Score -282840.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -282840.312500 Penalty: 817.344482
	Iteration 32Q: 3 clusters Score -282840.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -282841.125000 Penalty: 817.344482
	Iteration 33Q: 3 clusters Score -282841.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -282840.906250 Penalty: 817.344482
	Iteration 34Q: 3 clusters Score -282840.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -282841.687500 Penalty: 817.344482
	Iteration 35Q: 3 clusters Score -282841.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -282842.187500 Penalty: 817.344482
	Iteration 36Q: 3 clusters Score -282842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -282842.312500 Penalty: 817.344482
	Iteration 37Q: 3 clusters Score -282842.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -282842.625000 Penalty: 817.344482
	Iteration 38Q: 3 clusters Score -282842.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -282842.625000 Penalty: 817.344482
	Iteration 39Q: 3 clusters Score -282842.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -282842.625000 Penalty: 817.344482
	Iteration 40F: 3 clusters Score -282842.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Entering Unmasked Estep 
Score: -224122.000000 Penalty: 398.436218
	Iteration 0F: 2 clusters Score -224122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -219805.156250 Penalty: 796.872437
	Iteration 0F: 3 clusters Score -219805.2 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -221405.718750 Penalty: 796.872437
	Iteration 1F: 3 clusters Score -221405.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -221562.265625 Penalty: 796.872437
	Iteration 2F: 3 clusters Score -221562.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -221773.328125 Penalty: 796.872437
	Iteration 3F: 3 clusters Score -221773.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -222034.968750 Penalty: 796.872437
	Iteration 4F: 3 clusters Score -222035 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -222427.171875 Penalty: 796.872437
	Iteration 5F: 3 clusters Score -222427.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -222873.781250 Penalty: 796.872437
	Iteration 6F: 3 clusters Score -222873.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -223237.250000 Penalty: 796.872437
	Iteration 7F: 3 clusters Score -223237.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -223473.718750 Penalty: 796.872437
	Iteration 8Q: 3 clusters Score -223473.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -223604.781250 Penalty: 796.872437
	Iteration 9Q: 3 clusters Score -223604.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -223681.500000 Penalty: 796.872437
	Iteration 10Q: 3 clusters Score -223681.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -223720.609375 Penalty: 796.872437
	Iteration 11Q: 3 clusters Score -223720.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -223742.984375 Penalty: 796.872437
	Iteration 12Q: 3 clusters Score -223743 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -223763.468750 Penalty: 796.872437
	Iteration 13Q: 3 clusters Score -223763.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -223773.109375 Penalty: 796.872437
	Iteration 14Q: 3 clusters Score -223773.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -223779.859375 Penalty: 796.872437
	Iteration 15Q: 3 clusters Score -223779.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -223786.687500 Penalty: 796.872437
	Iteration 16Q: 3 clusters Score -223786.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -223789.031250 Penalty: 796.872437
	Iteration 17Q: 3 clusters Score -223789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -223791.281250 Penalty: 796.872437
	Iteration 18Q: 3 clusters Score -223791.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -223793.578125 Penalty: 796.872437
	Iteration 19Q: 3 clusters Score -223793.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -223797.203125 Penalty: 796.872437
	Iteration 20F: 3 clusters Score -223797.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -223801.359375 Penalty: 796.872437
	Iteration 21Q: 3 clusters Score -223801.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -223801.687500 Penalty: 796.872437
	Iteration 22Q: 3 clusters Score -223801.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -223802.343750 Penalty: 796.872437
	Iteration 23Q: 3 clusters Score -223802.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -223803.312500 Penalty: 796.872437
	Iteration 24Q: 3 clusters Score -223803.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -223805.359375 Penalty: 796.872437
	Iteration 25Q: 3 clusters Score -223805.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -223805.500000 Penalty: 796.872437
	Iteration 26Q: 3 clusters Score -223805.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -223805.500000 Penalty: 796.872437
	Iteration 27F: 3 clusters Score -223805.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Entering Unmasked Estep 
Score: -181836.093750 Penalty: 387.713928
	Iteration 0F: 2 clusters Score -181836.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -178432.687500 Penalty: 775.427856
	Iteration 0F: 3 clusters Score -178432.7 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -179801.890625 Penalty: 775.427856
	Iteration 1F: 3 clusters Score -179801.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -180063.468750 Penalty: 775.427856
	Iteration 2F: 3 clusters Score -180063.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -180319.281250 Penalty: 775.427856
	Iteration 3F: 3 clusters Score -180319.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -180563.921875 Penalty: 775.427856
	Iteration 4F: 3 clusters Score -180563.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -180757.031250 Penalty: 775.427856
	Iteration 5F: 3 clusters Score -180757 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -180878.718750 Penalty: 775.427856
	Iteration 6Q: 3 clusters Score -180878.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -180976.093750 Penalty: 775.427856
	Iteration 7Q: 3 clusters Score -180976.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -181074.015625 Penalty: 775.427856
	Iteration 8Q: 3 clusters Score -181074 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -181170.515625 Penalty: 775.427856
	Iteration 9Q: 3 clusters Score -181170.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -181239.421875 Penalty: 775.427856
	Iteration 10Q: 3 clusters Score -181239.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -181296.796875 Penalty: 775.427856
	Iteration 11Q: 3 clusters Score -181296.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -181347.859375 Penalty: 775.427856
	Iteration 12Q: 3 clusters Score -181347.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -181387.890625 Penalty: 775.427856
	Iteration 13Q: 3 clusters Score -181387.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -181418.703125 Penalty: 775.427856
	Iteration 14Q: 3 clusters Score -181418.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -181437.671875 Penalty: 775.427856
	Iteration 15Q: 3 clusters Score -181437.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -181455.015625 Penalty: 775.427856
	Iteration 16Q: 3 clusters Score -181455 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -181468.656250 Penalty: 775.427856
	Iteration 17Q: 3 clusters Score -181468.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -181476.484375 Penalty: 775.427856
	Iteration 18Q: 3 clusters Score -181476.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -181484.421875 Penalty: 775.427856
	Iteration 19Q: 3 clusters Score -181484.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -181494.203125 Penalty: 775.427856
	Iteration 20F: 3 clusters Score -181494.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -181500.921875 Penalty: 775.427856
	Iteration 21Q: 3 clusters Score -181500.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -181509.656250 Penalty: 775.427856
	Iteration 22Q: 3 clusters Score -181509.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -181521.093750 Penalty: 775.427856
	Iteration 23Q: 3 clusters Score -181521.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -181541.562500 Penalty: 775.427856
	Iteration 24Q: 3 clusters Score -181541.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -181563.765625 Penalty: 775.427856
	Iteration 25Q: 3 clusters Score -181563.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -181585.437500 Penalty: 775.427856
	Iteration 26Q: 3 clusters Score -181585.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -181599.406250 Penalty: 775.427856
	Iteration 27Q: 3 clusters Score -181599.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -181606.015625 Penalty: 775.427856
	Iteration 28Q: 3 clusters Score -181606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -181613.125000 Penalty: 775.427856
	Iteration 29Q: 3 clusters Score -181613.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -181620.546875 Penalty: 775.427856
	Iteration 30Q: 3 clusters Score -181620.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -181628.953125 Penalty: 775.427856
	Iteration 31Q: 3 clusters Score -181629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -181635.921875 Penalty: 775.427856
	Iteration 32Q: 3 clusters Score -181635.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -181649.109375 Penalty: 775.427856
	Iteration 33Q: 3 clusters Score -181649.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -181671.296875 Penalty: 775.427856
	Iteration 34Q: 3 clusters Score -181671.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -181686.937500 Penalty: 775.427856
	Iteration 35Q: 3 clusters Score -181686.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -181696.765625 Penalty: 775.427856
	Iteration 36Q: 3 clusters Score -181696.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -181703.703125 Penalty: 775.427856
	Iteration 37Q: 3 clusters Score -181703.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -181713.562500 Penalty: 775.427856
	Iteration 38Q: 3 clusters Score -181713.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -181723.359375 Penalty: 775.427856
	Iteration 39Q: 3 clusters Score -181723.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -181728.937500 Penalty: 775.427856
	Iteration 40F: 3 clusters Score -181728.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -181732.546875 Penalty: 775.427856
	Iteration 41Q: 3 clusters Score -181732.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -181735.390625 Penalty: 775.427856
	Iteration 42Q: 3 clusters Score -181735.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -181737.843750 Penalty: 775.427856
	Iteration 43Q: 3 clusters Score -181737.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -181739.046875 Penalty: 775.427856
	Iteration 44Q: 3 clusters Score -181739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -181739.750000 Penalty: 775.427856
	Iteration 45Q: 3 clusters Score -181739.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -181740.656250 Penalty: 775.427856
	Iteration 46Q: 3 clusters Score -181740.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -181741.062500 Penalty: 775.427856
	Iteration 47Q: 3 clusters Score -181741.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -181741.546875 Penalty: 775.427856
	Iteration 48Q: 3 clusters Score -181741.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -181741.578125 Penalty: 775.427856
	Iteration 49Q: 3 clusters Score -181741.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -181741.578125 Penalty: 775.427856
	Iteration 50F: 3 clusters Score -181741.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Entering Unmasked Estep 
Score: -355949.593750 Penalty: 419.608734
	Iteration 0F: 2 clusters Score -355949.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -349125.750000 Penalty: 839.217468
	Iteration 0F: 3 clusters Score -349125.8 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -351807.750000 Penalty: 839.217468
	Iteration 1F: 3 clusters Score -351807.8 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -352258.343750 Penalty: 839.217468
	Iteration 2F: 3 clusters Score -352258.3 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -352954.031250 Penalty: 839.217468
	Iteration 3F: 3 clusters Score -352954 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -353783.562500 Penalty: 839.217468
	Iteration 4F: 3 clusters Score -353783.6 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -354564.531250 Penalty: 839.217468
	Iteration 5F: 3 clusters Score -354564.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -355294.062500 Penalty: 839.217468
	Iteration 6Q: 3 clusters Score -355294.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -355753.156250 Penalty: 839.217468
	Iteration 7Q: 3 clusters Score -355753.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -355861.312500 Penalty: 839.217468
	Iteration 8Q: 3 clusters Score -355861.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -355888.968750 Penalty: 839.217468
	Iteration 9Q: 3 clusters Score -355889 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -355899.343750 Penalty: 839.217468
	Iteration 10Q: 3 clusters Score -355899.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -355902.062500 Penalty: 839.217468
	Iteration 11Q: 3 clusters Score -355902.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -355904.281250 Penalty: 839.217468
	Iteration 12Q: 3 clusters Score -355904.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -355907.000000 Penalty: 839.217468
	Iteration 13Q: 3 clusters Score -355907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -355907.750000 Penalty: 839.217468
	Iteration 14Q: 3 clusters Score -355907.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -355908.562500 Penalty: 839.217468
	Iteration 15Q: 3 clusters Score -355908.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -355908.937500 Penalty: 839.217468
	Iteration 16Q: 3 clusters Score -355908.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -355908.906250 Penalty: 839.217468
	Iteration 17Q: 3 clusters Score -355908.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -355908.906250 Penalty: 839.217468
	Iteration 18F: 3 clusters Score -355908.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Entering Unmasked Estep 
Score: -151756.765625 Penalty: 378.067871
	Iteration 0F: 2 clusters Score -151756.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -149005.703125 Penalty: 756.135742
	Iteration 0F: 3 clusters Score -149005.7 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -150087.000000 Penalty: 756.135742
	Iteration 1F: 3 clusters Score -150087 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -150310.125000 Penalty: 756.135742
	Iteration 2F: 3 clusters Score -150310.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -150536.828125 Penalty: 756.135742
	Iteration 3F: 3 clusters Score -150536.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -150787.765625 Penalty: 756.135742
	Iteration 4F: 3 clusters Score -150787.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -150969.750000 Penalty: 756.135742
	Iteration 5F: 3 clusters Score -150969.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -151086.171875 Penalty: 756.135742
	Iteration 6Q: 3 clusters Score -151086.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -151160.859375 Penalty: 756.135742
	Iteration 7Q: 3 clusters Score -151160.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -151204.703125 Penalty: 756.135742
	Iteration 8Q: 3 clusters Score -151204.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -151247.640625 Penalty: 756.135742
	Iteration 9Q: 3 clusters Score -151247.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -151288.234375 Penalty: 756.135742
	Iteration 10Q: 3 clusters Score -151288.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -151312.015625 Penalty: 756.135742
	Iteration 11Q: 3 clusters Score -151312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -151333.828125 Penalty: 756.135742
	Iteration 12Q: 3 clusters Score -151333.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -151357.906250 Penalty: 756.135742
	Iteration 13Q: 3 clusters Score -151357.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -151378.296875 Penalty: 756.135742
	Iteration 14Q: 3 clusters Score -151378.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -151397.750000 Penalty: 756.135742
	Iteration 15Q: 3 clusters Score -151397.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -151417.187500 Penalty: 756.135742
	Iteration 16Q: 3 clusters Score -151417.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -151432.484375 Penalty: 756.135742
	Iteration 17Q: 3 clusters Score -151432.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -151443.968750 Penalty: 756.135742
	Iteration 18Q: 3 clusters Score -151444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -151450.750000 Penalty: 756.135742
	Iteration 19Q: 3 clusters Score -151450.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -151457.843750 Penalty: 756.135742
	Iteration 20F: 3 clusters Score -151457.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -151464.187500 Penalty: 756.135742
	Iteration 21Q: 3 clusters Score -151464.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -151467.265625 Penalty: 756.135742
	Iteration 22Q: 3 clusters Score -151467.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -151468.546875 Penalty: 756.135742
	Iteration 23Q: 3 clusters Score -151468.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -151469.453125 Penalty: 756.135742
	Iteration 24Q: 3 clusters Score -151469.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -151471.125000 Penalty: 756.135742
	Iteration 25Q: 3 clusters Score -151471.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -151471.218750 Penalty: 756.135742
	Iteration 26Q: 3 clusters Score -151471.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -151471.218750 Penalty: 756.135742
	Iteration 27F: 3 clusters Score -151471.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Entering Unmasked Estep 
Score: -92056.562500 Penalty: 357.285980
	Iteration 0F: 2 clusters Score -92056.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -90256.250000 Penalty: 714.571960
	Iteration 0F: 3 clusters Score -90256.25 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -90890.070312 Penalty: 714.571960
	Iteration 1F: 3 clusters Score -90890.07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -91024.273438 Penalty: 714.571960
	Iteration 2F: 3 clusters Score -91024.27 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -91134.335938 Penalty: 714.571960
	Iteration 3F: 3 clusters Score -91134.34 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -91229.023438 Penalty: 714.571960
	Iteration 4F: 3 clusters Score -91229.02 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -91336.210938 Penalty: 714.571960
	Iteration 5F: 3 clusters Score -91336.21 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -91430.968750 Penalty: 714.571960
	Iteration 6F: 3 clusters Score -91430.97 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -91507.414062 Penalty: 714.571960
	Iteration 7Q: 3 clusters Score -91507.41 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -91574.304688 Penalty: 714.571960
	Iteration 8Q: 3 clusters Score -91574.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -91618.367188 Penalty: 714.571960
	Iteration 9Q: 3 clusters Score -91618.37 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -91654.632812 Penalty: 714.571960
	Iteration 10Q: 3 clusters Score -91654.63 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91680.312500 Penalty: 714.571960
	Iteration 11Q: 3 clusters Score -91680.31 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -91697.835938 Penalty: 714.571960
	Iteration 12Q: 3 clusters Score -91697.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -91715.250000 Penalty: 714.571960
	Iteration 13Q: 3 clusters Score -91715.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -91729.304688 Penalty: 714.571960
	Iteration 14Q: 3 clusters Score -91729.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -91741.078125 Penalty: 714.571960
	Iteration 15Q: 3 clusters Score -91741.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -91749.093750 Penalty: 714.571960
	Iteration 16Q: 3 clusters Score -91749.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -91755.015625 Penalty: 714.571960
	Iteration 17Q: 3 clusters Score -91755.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -91764.351562 Penalty: 714.571960
	Iteration 18Q: 3 clusters Score -91764.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -91769.640625 Penalty: 714.571960
	Iteration 19Q: 3 clusters Score -91769.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -91776.625000 Penalty: 714.571960
	Iteration 20F: 3 clusters Score -91776.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -91780.578125 Penalty: 714.571960
	Iteration 21Q: 3 clusters Score -91780.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -91782.953125 Penalty: 714.571960
	Iteration 22Q: 3 clusters Score -91782.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -91784.695312 Penalty: 714.571960
	Iteration 23Q: 3 clusters Score -91784.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -91787.210938 Penalty: 714.571960
	Iteration 24Q: 3 clusters Score -91787.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -91789.093750 Penalty: 714.571960
	Iteration 25Q: 3 clusters Score -91789.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -91790.109375 Penalty: 714.571960
	Iteration 26Q: 3 clusters Score -91790.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -91791.132812 Penalty: 714.571960
	Iteration 27Q: 3 clusters Score -91791.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -91791.500000 Penalty: 714.571960
	Iteration 28Q: 3 clusters Score -91791.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -91791.929688 Penalty: 714.571960
	Iteration 29Q: 3 clusters Score -91791.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -91791.929688 Penalty: 714.571960
	Iteration 30F: 3 clusters Score -91791.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Entering Unmasked Estep 
Score: -582776.375000 Penalty: 440.018463
	Iteration 0F: 2 clusters Score -582776.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -572299.937500 Penalty: 880.036926
	Iteration 0F: 3 clusters Score -572299.9 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -577586.187500 Penalty: 880.036926
	Iteration 1F: 3 clusters Score -577586.2 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -578627.250000 Penalty: 880.036926
	Iteration 2F: 3 clusters Score -578627.2 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -579810.375000 Penalty: 880.036926
	Iteration 3F: 3 clusters Score -579810.4 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -580854.062500 Penalty: 880.036926
	Iteration 4F: 3 clusters Score -580854.1 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -581696.250000 Penalty: 880.036926
	Iteration 5F: 3 clusters Score -581696.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -582376.437500 Penalty: 880.036926
	Iteration 6Q: 3 clusters Score -582376.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -582875.000000 Penalty: 880.036926
	Iteration 7Q: 3 clusters Score -582875 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -583122.500000 Penalty: 880.036926
	Iteration 8Q: 3 clusters Score -583122.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -583205.312500 Penalty: 880.036926
	Iteration 9Q: 3 clusters Score -583205.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -583244.500000 Penalty: 880.036926
	Iteration 10Q: 3 clusters Score -583244.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -583268.062500 Penalty: 880.036926
	Iteration 11Q: 3 clusters Score -583268.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -583279.625000 Penalty: 880.036926
	Iteration 12Q: 3 clusters Score -583279.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -583289.000000 Penalty: 880.036926
	Iteration 13Q: 3 clusters Score -583289 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -583294.562500 Penalty: 880.036926
	Iteration 14Q: 3 clusters Score -583294.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -583298.062500 Penalty: 880.036926
	Iteration 15Q: 3 clusters Score -583298.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -583299.812500 Penalty: 880.036926
	Iteration 16Q: 3 clusters Score -583299.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -583300.375000 Penalty: 880.036926
	Iteration 17Q: 3 clusters Score -583300.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -583302.625000 Penalty: 880.036926
	Iteration 18Q: 3 clusters Score -583302.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -583304.125000 Penalty: 880.036926
	Iteration 19Q: 3 clusters Score -583304.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -583305.625000 Penalty: 880.036926
	Iteration 20F: 3 clusters Score -583305.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -583306.250000 Penalty: 880.036926
	Iteration 21Q: 3 clusters Score -583306.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -583307.375000 Penalty: 880.036926
	Iteration 22Q: 3 clusters Score -583307.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -583309.187500 Penalty: 880.036926
	Iteration 23Q: 3 clusters Score -583309.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -583311.312500 Penalty: 880.036926
	Iteration 24Q: 3 clusters Score -583311.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -583313.875000 Penalty: 880.036926
	Iteration 25Q: 3 clusters Score -583313.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -583317.375000 Penalty: 880.036926
	Iteration 26Q: 3 clusters Score -583317.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -583323.750000 Penalty: 880.036926
	Iteration 27Q: 3 clusters Score -583323.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -583331.875000 Penalty: 880.036926
	Iteration 28Q: 3 clusters Score -583331.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -583341.312500 Penalty: 880.036926
	Iteration 29Q: 3 clusters Score -583341.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -583354.687500 Penalty: 880.036926
	Iteration 30Q: 3 clusters Score -583354.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -583364.500000 Penalty: 880.036926
	Iteration 31Q: 3 clusters Score -583364.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -583376.937500 Penalty: 880.036926
	Iteration 32Q: 3 clusters Score -583376.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -583382.000000 Penalty: 880.036926
	Iteration 33Q: 3 clusters Score -583382 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -583385.187500 Penalty: 880.036926
	Iteration 34Q: 3 clusters Score -583385.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -583387.687500 Penalty: 880.036926
	Iteration 35Q: 3 clusters Score -583387.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -583392.812500 Penalty: 880.036926
	Iteration 36Q: 3 clusters Score -583392.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -583398.187500 Penalty: 880.036926
	Iteration 37Q: 3 clusters Score -583398.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -583403.125000 Penalty: 880.036926
	Iteration 38Q: 3 clusters Score -583403.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -583409.437500 Penalty: 880.036926
	Iteration 39Q: 3 clusters Score -583409.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -583416.625000 Penalty: 880.036926
	Iteration 40F: 3 clusters Score -583416.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -583421.437500 Penalty: 880.036926
	Iteration 41Q: 3 clusters Score -583421.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -583426.250000 Penalty: 880.036926
	Iteration 42Q: 3 clusters Score -583426.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -583431.875000 Penalty: 880.036926
	Iteration 43Q: 3 clusters Score -583431.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -583438.187500 Penalty: 880.036926
	Iteration 44Q: 3 clusters Score -583438.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -583444.750000 Penalty: 880.036926
	Iteration 45Q: 3 clusters Score -583444.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -583446.875000 Penalty: 880.036926
	Iteration 46Q: 3 clusters Score -583446.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -583452.812500 Penalty: 880.036926
	Iteration 47Q: 3 clusters Score -583452.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -583458.750000 Penalty: 880.036926
	Iteration 48Q: 3 clusters Score -583458.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -583463.500000 Penalty: 880.036926
	Iteration 49Q: 3 clusters Score -583463.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -583466.312500 Penalty: 880.036926
	Iteration 50Q: 3 clusters Score -583466.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -583469.437500 Penalty: 880.036926
	Iteration 51Q: 3 clusters Score -583469.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -583469.062500 Penalty: 880.036926
	Iteration 52Q: 3 clusters Score -583469.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -583468.812500 Penalty: 880.036926
	Iteration 53Q: 3 clusters Score -583468.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -583474.500000 Penalty: 880.036926
	Iteration 54Q: 3 clusters Score -583474.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -583477.125000 Penalty: 880.036926
	Iteration 55Q: 3 clusters Score -583477.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -583477.250000 Penalty: 880.036926
	Iteration 56Q: 3 clusters Score -583477.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -583477.937500 Penalty: 880.036926
	Iteration 57Q: 3 clusters Score -583477.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -583481.375000 Penalty: 880.036926
	Iteration 58Q: 3 clusters Score -583481.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -583481.937500 Penalty: 880.036926
	Iteration 59Q: 3 clusters Score -583481.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -583483.812500 Penalty: 880.036926
	Iteration 60F: 3 clusters Score -583483.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -583483.875000 Penalty: 880.036926
	Iteration 61Q: 3 clusters Score -583483.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -583486.875000 Penalty: 880.036926
	Iteration 62Q: 3 clusters Score -583486.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -583487.562500 Penalty: 880.036926
	Iteration 63Q: 3 clusters Score -583487.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -583487.687500 Penalty: 880.036926
	Iteration 64Q: 3 clusters Score -583487.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -583487.500000 Penalty: 880.036926
	Iteration 65Q: 3 clusters Score -583487.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -583489.125000 Penalty: 880.036926
	Iteration 66Q: 3 clusters Score -583489.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -583489.937500 Penalty: 880.036926
	Iteration 67Q: 3 clusters Score -583489.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -583489.312500 Penalty: 880.036926
	Iteration 68Q: 3 clusters Score -583489.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -583488.437500 Penalty: 880.036926
	Iteration 69Q: 3 clusters Score -583488.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -583489.437500 Penalty: 880.036926
	Iteration 70Q: 3 clusters Score -583489.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -583488.750000 Penalty: 880.036926
	Iteration 71Q: 3 clusters Score -583488.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -583489.125000 Penalty: 880.036926
	Iteration 72Q: 3 clusters Score -583489.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -583490.937500 Penalty: 880.036926
	Iteration 73Q: 3 clusters Score -583490.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -583490.000000 Penalty: 880.036926
	Iteration 74Q: 3 clusters Score -583490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -583491.250000 Penalty: 880.036926
	Iteration 75Q: 3 clusters Score -583491.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -583490.812500 Penalty: 880.036926
	Iteration 76Q: 3 clusters Score -583490.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -583491.312500 Penalty: 880.036926
	Iteration 77Q: 3 clusters Score -583491.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -583490.500000 Penalty: 880.036926
	Iteration 78Q: 3 clusters Score -583490.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -583492.687500 Penalty: 880.036926
	Iteration 79Q: 3 clusters Score -583492.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -583493.625000 Penalty: 880.036926
	Iteration 80F: 3 clusters Score -583493.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -583494.625000 Penalty: 880.036926
	Iteration 81Q: 3 clusters Score -583494.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -583494.312500 Penalty: 880.036926
	Iteration 82Q: 3 clusters Score -583494.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -583494.500000 Penalty: 880.036926
	Iteration 83Q: 3 clusters Score -583494.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -583495.375000 Penalty: 880.036926
	Iteration 84Q: 3 clusters Score -583495.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -583495.812500 Penalty: 880.036926
	Iteration 85Q: 3 clusters Score -583495.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -583495.125000 Penalty: 880.036926
	Iteration 86Q: 3 clusters Score -583495.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -583496.062500 Penalty: 880.036926
	Iteration 87Q: 3 clusters Score -583496.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -583496.937500 Penalty: 880.036926
	Iteration 88Q: 3 clusters Score -583496.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -583496.687500 Penalty: 880.036926
	Iteration 89Q: 3 clusters Score -583496.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -583498.500000 Penalty: 880.036926
	Iteration 90Q: 3 clusters Score -583498.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -583499.125000 Penalty: 880.036926
	Iteration 91Q: 3 clusters Score -583499.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -583499.375000 Penalty: 880.036926
	Iteration 92Q: 3 clusters Score -583499.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -583499.187500 Penalty: 880.036926
	Iteration 93Q: 3 clusters Score -583499.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -583499.187500 Penalty: 880.036926
	Iteration 94F: 3 clusters Score -583499.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 21992 members 
Mstep: Class 3 contains 8143 members 
Mstep: Class 4 contains 480999 members 
Mstep: Class 5 contains 11908 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 14300 members 
Mstep: Class 8 contains 13642 members 
Mstep: Class 9 contains 7537 members 
Mstep: Class 10 contains 4735 members 
Mstep: Class 11 contains 8166 members 
Mstep: Class 12 contains 561861 members 
Mstep: Class 13 contains 8479 members 
Mstep: Class 14 contains 108067 members 
Mstep: Class 15 contains 1146 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 14342 members 
Mstep: Class 18 contains 1483 members 
Mstep: Class 19 contains 2911 members 
Mstep: Class 20 contains 1788 members 
Mstep: Class 21 contains 5487 members 
Mstep: Class 22 contains 14255 members 
Mstep: Class 23 contains 7957 members 
Mstep: Class 24 contains 6354 members 
Mstep: Class 25 contains 5020 members 
Mstep: Class 26 contains 10119 members 
Mstep: Class 27 contains 4061 members 
Mstep: Class 28 contains 2572 members 
Mstep: Class 29 contains 10360 members 
Mstep: Class 30 contains 1097 members 
Mstep: Class 31 contains 14957 members 
Mstep: Class 32 contains 2945 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 717 members 
Mstep: Class 35 contains 938 members 
Mstep: Class 36 contains 2186 members 
Mstep: Class 37 contains 4722 members 
Mstep: Class 38 contains 10990 members 
Mstep: Class 39 contains 1017 members 
Entering Unmasked Estep 
Score: -50369224.000000 Penalty: 25097.408203
Splitting cluster 29 changes total score from -50368524.000000 to -50369224.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 30 (1097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Entering Unmasked Estep 
Score: -28640.263672 Penalty: 318.515198
	Iteration 0F: 2 clusters Score -28640.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -27794.912109 Penalty: 637.030396
	Iteration 0F: 3 clusters Score -27794.91 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -28144.195312 Penalty: 637.030396
	Iteration 1F: 3 clusters Score -28144.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -28341.046875 Penalty: 637.030396
	Iteration 2F: 3 clusters Score -28341.05 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -28477.369141 Penalty: 637.030396
	Iteration 3F: 3 clusters Score -28477.37 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -28550.980469 Penalty: 637.030396
	Iteration 4F: 3 clusters Score -28550.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -28587.833984 Penalty: 637.030396
	Iteration 5Q: 3 clusters Score -28587.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -28605.595703 Penalty: 637.030396
	Iteration 6Q: 3 clusters Score -28605.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -28621.894531 Penalty: 637.030396
	Iteration 7Q: 3 clusters Score -28621.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -28639.820312 Penalty: 637.030396
	Iteration 8Q: 3 clusters Score -28639.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -28659.783203 Penalty: 637.030396
	Iteration 9Q: 3 clusters Score -28659.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -28692.605469 Penalty: 637.030396
	Iteration 10Q: 3 clusters Score -28692.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -28719.333984 Penalty: 637.030396
	Iteration 11Q: 3 clusters Score -28719.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -28724.453125 Penalty: 637.030396
	Iteration 12Q: 3 clusters Score -28724.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -28730.212891 Penalty: 637.030396
	Iteration 13Q: 3 clusters Score -28730.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -28734.664062 Penalty: 637.030396
	Iteration 14Q: 3 clusters Score -28734.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -28735.751953 Penalty: 637.030396
	Iteration 15Q: 3 clusters Score -28735.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -28736.960938 Penalty: 637.030396
	Iteration 16Q: 3 clusters Score -28736.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -28738.687500 Penalty: 637.030396
	Iteration 17F: 3 clusters Score -28738.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -28747.117188 Penalty: 637.030396
	Iteration 18Q: 3 clusters Score -28747.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -28747.587891 Penalty: 637.030396
	Iteration 19Q: 3 clusters Score -28747.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -28747.587891 Penalty: 637.030396
	Iteration 20F: 3 clusters Score -28747.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 21992 members 
Mstep: Class 3 contains 8143 members 
Mstep: Class 4 contains 480999 members 
Mstep: Class 5 contains 11908 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 14300 members 
Mstep: Class 8 contains 13642 members 
Mstep: Class 9 contains 7537 members 
Mstep: Class 10 contains 4735 members 
Mstep: Class 11 contains 8166 members 
Mstep: Class 12 contains 561861 members 
Mstep: Class 13 contains 8479 members 
Mstep: Class 14 contains 108067 members 
Mstep: Class 15 contains 1146 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 14342 members 
Mstep: Class 18 contains 1483 members 
Mstep: Class 19 contains 2911 members 
Mstep: Class 20 contains 1788 members 
Mstep: Class 21 contains 5487 members 
Mstep: Class 22 contains 14255 members 
Mstep: Class 23 contains 7957 members 
Mstep: Class 24 contains 6354 members 
Mstep: Class 25 contains 5020 members 
Mstep: Class 26 contains 10119 members 
Mstep: Class 27 contains 4061 members 
Mstep: Class 28 contains 2572 members 
Mstep: Class 29 contains 10360 members 
Mstep: Class 30 contains 92 members 
Mstep: Class 31 contains 14957 members 
Mstep: Class 32 contains 2945 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 717 members 
Mstep: Class 35 contains 938 members 
Mstep: Class 36 contains 2186 members 
Mstep: Class 37 contains 4722 members 
Mstep: Class 38 contains 10990 members 
Mstep: Class 39 contains 1017 members 
Mstep: Class 40 contains 1005 members 
Entering Unmasked Estep 
Score: -50369012.000000 Penalty: 25740.931641
Splitting cluster 30 changes total score from -50368524.000000 to -50369012.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 31 (14957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Entering Unmasked Estep 
Score: -531600.937500 Penalty: 437.388550
	Iteration 0F: 2 clusters Score -531600.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -521608.781250 Penalty: 874.777100
	Iteration 0F: 3 clusters Score -521608.8 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -525738.125000 Penalty: 874.777100
	Iteration 1F: 3 clusters Score -525738.1 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -526212.500000 Penalty: 874.777100
	Iteration 2F: 3 clusters Score -526212.5 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -526716.062500 Penalty: 874.777100
	Iteration 3F: 3 clusters Score -526716.1 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -527266.375000 Penalty: 874.777100
	Iteration 4F: 3 clusters Score -527266.4 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -527899.500000 Penalty: 874.777100
	Iteration 5F: 3 clusters Score -527899.5 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -528559.000000 Penalty: 874.777100
	Iteration 6F: 3 clusters Score -528559 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -529184.687500 Penalty: 874.777100
	Iteration 7F: 3 clusters Score -529184.7 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -529695.625000 Penalty: 874.777100
	Iteration 8Q: 3 clusters Score -529695.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -530086.187500 Penalty: 874.777100
	Iteration 9Q: 3 clusters Score -530086.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -530376.250000 Penalty: 874.777100
	Iteration 10Q: 3 clusters Score -530376.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -530576.750000 Penalty: 874.777100
	Iteration 11Q: 3 clusters Score -530576.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -530766.625000 Penalty: 874.777100
	Iteration 12Q: 3 clusters Score -530766.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -530882.437500 Penalty: 874.777100
	Iteration 13Q: 3 clusters Score -530882.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -530985.812500 Penalty: 874.777100
	Iteration 14Q: 3 clusters Score -530985.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -531078.937500 Penalty: 874.777100
	Iteration 15Q: 3 clusters Score -531078.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -531160.562500 Penalty: 874.777100
	Iteration 16Q: 3 clusters Score -531160.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -531249.187500 Penalty: 874.777100
	Iteration 17Q: 3 clusters Score -531249.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -531339.437500 Penalty: 874.777100
	Iteration 18Q: 3 clusters Score -531339.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -531413.375000 Penalty: 874.777100
	Iteration 19Q: 3 clusters Score -531413.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -531486.437500 Penalty: 874.777100
	Iteration 20F: 3 clusters Score -531486.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -531529.500000 Penalty: 874.777100
	Iteration 21Q: 3 clusters Score -531529.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -531554.312500 Penalty: 874.777100
	Iteration 22Q: 3 clusters Score -531554.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -531572.937500 Penalty: 874.777100
	Iteration 23Q: 3 clusters Score -531572.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -531578.937500 Penalty: 874.777100
	Iteration 24Q: 3 clusters Score -531578.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -531583.875000 Penalty: 874.777100
	Iteration 25Q: 3 clusters Score -531583.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -531588.000000 Penalty: 874.777100
	Iteration 26Q: 3 clusters Score -531588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -531589.562500 Penalty: 874.777100
	Iteration 27Q: 3 clusters Score -531589.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -531591.500000 Penalty: 874.777100
	Iteration 28Q: 3 clusters Score -531591.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -531592.812500 Penalty: 874.777100
	Iteration 29Q: 3 clusters Score -531592.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -531593.500000 Penalty: 874.777100
	Iteration 30Q: 3 clusters Score -531593.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -531593.687500 Penalty: 874.777100
	Iteration 31Q: 3 clusters Score -531593.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -531593.687500 Penalty: 874.777100
	Iteration 32F: 3 clusters Score -531593.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Entering Unmasked Estep 
Score: -103701.445312 Penalty: 363.447815
	Iteration 0F: 2 clusters Score -103701.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -101680.492188 Penalty: 726.895630
	Iteration 0F: 3 clusters Score -101680.5 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -102354.671875 Penalty: 726.895630
	Iteration 1F: 3 clusters Score -102354.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -102469.960938 Penalty: 726.895630
	Iteration 2F: 3 clusters Score -102470 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -102592.914062 Penalty: 726.895630
	Iteration 3F: 3 clusters Score -102592.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -102741.296875 Penalty: 726.895630
	Iteration 4F: 3 clusters Score -102741.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -102918.187500 Penalty: 726.895630
	Iteration 5F: 3 clusters Score -102918.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -103090.125000 Penalty: 726.895630
	Iteration 6F: 3 clusters Score -103090.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -103233.203125 Penalty: 726.895630
	Iteration 7F: 3 clusters Score -103233.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -103318.578125 Penalty: 726.895630
	Iteration 8Q: 3 clusters Score -103318.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -103370.523438 Penalty: 726.895630
	Iteration 9Q: 3 clusters Score -103370.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -103401.546875 Penalty: 726.895630
	Iteration 10Q: 3 clusters Score -103401.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -103414.859375 Penalty: 726.895630
	Iteration 11Q: 3 clusters Score -103414.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -103425.757812 Penalty: 726.895630
	Iteration 12Q: 3 clusters Score -103425.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -103434.015625 Penalty: 726.895630
	Iteration 13Q: 3 clusters Score -103434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -103435.679688 Penalty: 726.895630
	Iteration 14Q: 3 clusters Score -103435.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -103436.976562 Penalty: 726.895630
	Iteration 15Q: 3 clusters Score -103437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -103437.171875 Penalty: 726.895630
	Iteration 16Q: 3 clusters Score -103437.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -103437.171875 Penalty: 726.895630
	Iteration 17F: 3 clusters Score -103437.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Entering Unmasked Estep 
Score: -100255.171875 Penalty: 360.347260
	Iteration 0F: 2 clusters Score -100255.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -98336.343750 Penalty: 720.694519
	Iteration 0F: 3 clusters Score -98336.34 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -99048.820312 Penalty: 720.694519
	Iteration 1F: 3 clusters Score -99048.82 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -99158.015625 Penalty: 720.694519
	Iteration 2F: 3 clusters Score -99158.02 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -99247.250000 Penalty: 720.694519
	Iteration 3F: 3 clusters Score -99247.25 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -99326.429688 Penalty: 720.694519
	Iteration 4F: 3 clusters Score -99326.43 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -99436.781250 Penalty: 720.694519
	Iteration 5F: 3 clusters Score -99436.78 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -99567.148438 Penalty: 720.694519
	Iteration 6F: 3 clusters Score -99567.15 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -99685.218750 Penalty: 720.694519
	Iteration 7Q: 3 clusters Score -99685.22 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -99766.906250 Penalty: 720.694519
	Iteration 8Q: 3 clusters Score -99766.91 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -99834.007812 Penalty: 720.694519
	Iteration 9Q: 3 clusters Score -99834.01 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -99885.375000 Penalty: 720.694519
	Iteration 10Q: 3 clusters Score -99885.38 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -99928.312500 Penalty: 720.694519
	Iteration 11Q: 3 clusters Score -99928.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -99964.875000 Penalty: 720.694519
	Iteration 12Q: 3 clusters Score -99964.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -99985.890625 Penalty: 720.694519
	Iteration 13Q: 3 clusters Score -99985.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -100017.914062 Penalty: 720.694519
	Iteration 14Q: 3 clusters Score -100017.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -100064.968750 Penalty: 720.694519
	Iteration 15Q: 3 clusters Score -100065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -100092.257812 Penalty: 720.694519
	Iteration 16Q: 3 clusters Score -100092.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -100097.250000 Penalty: 720.694519
	Iteration 17Q: 3 clusters Score -100097.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -100103.695312 Penalty: 720.694519
	Iteration 18Q: 3 clusters Score -100103.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -100106.062500 Penalty: 720.694519
	Iteration 19Q: 3 clusters Score -100106.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -100106.109375 Penalty: 720.694519
	Iteration 20F: 3 clusters Score -100106.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -100106.507812 Penalty: 720.694519
	Iteration 21Q: 3 clusters Score -100106.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -100106.953125 Penalty: 720.694519
	Iteration 22Q: 3 clusters Score -100107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -100107.632812 Penalty: 720.694519
	Iteration 23Q: 3 clusters Score -100107.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -100107.726562 Penalty: 720.694519
	Iteration 24Q: 3 clusters Score -100107.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -100108.390625 Penalty: 720.694519
	Iteration 25Q: 3 clusters Score -100108.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -100108.664062 Penalty: 720.694519
	Iteration 26Q: 3 clusters Score -100108.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -100109.125000 Penalty: 720.694519
	Iteration 27Q: 3 clusters Score -100109.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -100109.125000 Penalty: 720.694519
	Iteration 28F: 3 clusters Score -100109.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -26029.695312 Penalty: 299.165955
	Iteration 0F: 2 clusters Score -26029.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -25387.480469 Penalty: 598.331909
	Iteration 0F: 3 clusters Score -25387.48 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -25533.294922 Penalty: 598.331909
	Iteration 1F: 3 clusters Score -25533.29 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -25583.095703 Penalty: 598.331909
	Iteration 2F: 3 clusters Score -25583.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -25613.429688 Penalty: 598.331909
	Iteration 3F: 3 clusters Score -25613.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -25628.425781 Penalty: 598.331909
	Iteration 4Q: 3 clusters Score -25628.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -25644.951172 Penalty: 598.331909
	Iteration 5Q: 3 clusters Score -25644.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -25659.150391 Penalty: 598.331909
	Iteration 6Q: 3 clusters Score -25659.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -25673.001953 Penalty: 598.331909
	Iteration 7Q: 3 clusters Score -25673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -25681.615234 Penalty: 598.331909
	Iteration 8Q: 3 clusters Score -25681.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -25691.359375 Penalty: 598.331909
	Iteration 9Q: 3 clusters Score -25691.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -25709.000000 Penalty: 598.331909
	Iteration 10Q: 3 clusters Score -25709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -25722.535156 Penalty: 598.331909
	Iteration 11Q: 3 clusters Score -25722.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -25727.273438 Penalty: 598.331909
	Iteration 12Q: 3 clusters Score -25727.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -25728.558594 Penalty: 598.331909
	Iteration 13Q: 3 clusters Score -25728.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -25728.986328 Penalty: 598.331909
	Iteration 14Q: 3 clusters Score -25728.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -25728.986328 Penalty: 598.331909
	Iteration 15F: 3 clusters Score -25728.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -32814.117188 Penalty: 311.390625
	Iteration 0F: 2 clusters Score -32814.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -32056.287109 Penalty: 622.781250
	Iteration 0F: 3 clusters Score -32056.29 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -32366.687500 Penalty: 622.781250
	Iteration 1F: 3 clusters Score -32366.69 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -32430.150391 Penalty: 622.781250
	Iteration 2F: 3 clusters Score -32430.15 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -32477.132812 Penalty: 622.781250
	Iteration 3F: 3 clusters Score -32477.13 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -32550.300781 Penalty: 622.781250
	Iteration 4F: 3 clusters Score -32550.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -32591.320312 Penalty: 622.781250
	Iteration 5Q: 3 clusters Score -32591.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -32631.107422 Penalty: 622.781250
	Iteration 6Q: 3 clusters Score -32631.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -32684.873047 Penalty: 622.781250
	Iteration 7Q: 3 clusters Score -32684.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -32716.814453 Penalty: 622.781250
	Iteration 8Q: 3 clusters Score -32716.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -32732.818359 Penalty: 622.781250
	Iteration 9Q: 3 clusters Score -32732.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -32745.455078 Penalty: 622.781250
	Iteration 10Q: 3 clusters Score -32745.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -32752.082031 Penalty: 622.781250
	Iteration 11Q: 3 clusters Score -32752.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -32755.500000 Penalty: 622.781250
	Iteration 12Q: 3 clusters Score -32755.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -32756.757812 Penalty: 622.781250
	Iteration 13Q: 3 clusters Score -32756.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -32758.140625 Penalty: 622.781250
	Iteration 14Q: 3 clusters Score -32758.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -32758.548828 Penalty: 622.781250
	Iteration 15Q: 3 clusters Score -32758.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -32758.548828 Penalty: 622.781250
	Iteration 16F: 3 clusters Score -32758.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Entering Unmasked Estep 
Score: -80816.039062 Penalty: 349.887207
	Iteration 0F: 2 clusters Score -80816.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -79267.984375 Penalty: 699.774414
	Iteration 0F: 3 clusters Score -79267.98 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -79763.226562 Penalty: 699.774414
	Iteration 1F: 3 clusters Score -79763.23 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -79844.953125 Penalty: 699.774414
	Iteration 2F: 3 clusters Score -79844.95 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -79948.382812 Penalty: 699.774414
	Iteration 3F: 3 clusters Score -79948.38 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -80068.015625 Penalty: 699.774414
	Iteration 4F: 3 clusters Score -80068.02 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -80163.398438 Penalty: 699.774414
	Iteration 5F: 3 clusters Score -80163.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -80239.156250 Penalty: 699.774414
	Iteration 6Q: 3 clusters Score -80239.16 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -80311.812500 Penalty: 699.774414
	Iteration 7Q: 3 clusters Score -80311.81 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -80354.656250 Penalty: 699.774414
	Iteration 8Q: 3 clusters Score -80354.66 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -80381.359375 Penalty: 699.774414
	Iteration 9Q: 3 clusters Score -80381.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -80394.375000 Penalty: 699.774414
	Iteration 10Q: 3 clusters Score -80394.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -80404.070312 Penalty: 699.774414
	Iteration 11Q: 3 clusters Score -80404.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -80413.820312 Penalty: 699.774414
	Iteration 12Q: 3 clusters Score -80413.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -80432.851562 Penalty: 699.774414
	Iteration 13Q: 3 clusters Score -80432.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -80454.351562 Penalty: 699.774414
	Iteration 14Q: 3 clusters Score -80454.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -80473.375000 Penalty: 699.774414
	Iteration 15Q: 3 clusters Score -80473.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -80496.304688 Penalty: 699.774414
	Iteration 16Q: 3 clusters Score -80496.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -80506.640625 Penalty: 699.774414
	Iteration 17Q: 3 clusters Score -80506.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -80515.265625 Penalty: 699.774414
	Iteration 18Q: 3 clusters Score -80515.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -80519.906250 Penalty: 699.774414
	Iteration 19Q: 3 clusters Score -80519.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -80524.406250 Penalty: 699.774414
	Iteration 20F: 3 clusters Score -80524.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -80527.492188 Penalty: 699.774414
	Iteration 21Q: 3 clusters Score -80527.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -80530.312500 Penalty: 699.774414
	Iteration 22Q: 3 clusters Score -80530.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -80536.500000 Penalty: 699.774414
	Iteration 23Q: 3 clusters Score -80536.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -80543.171875 Penalty: 699.774414
	Iteration 24Q: 3 clusters Score -80543.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -80546.804688 Penalty: 699.774414
	Iteration 25Q: 3 clusters Score -80546.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -80549.296875 Penalty: 699.774414
	Iteration 26Q: 3 clusters Score -80549.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -80552.898438 Penalty: 699.774414
	Iteration 27Q: 3 clusters Score -80552.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -80555.351562 Penalty: 699.774414
	Iteration 28Q: 3 clusters Score -80555.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -80558.726562 Penalty: 699.774414
	Iteration 29Q: 3 clusters Score -80558.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -80561.781250 Penalty: 699.774414
	Iteration 30Q: 3 clusters Score -80561.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -80565.343750 Penalty: 699.774414
	Iteration 31Q: 3 clusters Score -80565.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -80567.359375 Penalty: 699.774414
	Iteration 32Q: 3 clusters Score -80567.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -80570.445312 Penalty: 699.774414
	Iteration 33Q: 3 clusters Score -80570.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -80573.843750 Penalty: 699.774414
	Iteration 34Q: 3 clusters Score -80573.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -80576.984375 Penalty: 699.774414
	Iteration 35Q: 3 clusters Score -80576.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -80578.437500 Penalty: 699.774414
	Iteration 36Q: 3 clusters Score -80578.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -80579.390625 Penalty: 699.774414
	Iteration 37Q: 3 clusters Score -80579.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -80580.179688 Penalty: 699.774414
	Iteration 38Q: 3 clusters Score -80580.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -80580.382812 Penalty: 699.774414
	Iteration 39Q: 3 clusters Score -80580.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -80580.382812 Penalty: 699.774414
	Iteration 40F: 3 clusters Score -80580.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Entering Unmasked Estep 
Score: -166913.734375 Penalty: 384.929443
	Iteration 0F: 2 clusters Score -166913.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -163758.531250 Penalty: 769.858887
	Iteration 0F: 3 clusters Score -163758.5 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -164894.734375 Penalty: 769.858887
	Iteration 1F: 3 clusters Score -164894.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -165030.328125 Penalty: 769.858887
	Iteration 2F: 3 clusters Score -165030.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -165155.156250 Penalty: 769.858887
	Iteration 3F: 3 clusters Score -165155.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -165270.312500 Penalty: 769.858887
	Iteration 4F: 3 clusters Score -165270.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -165402.265625 Penalty: 769.858887
	Iteration 5Q: 3 clusters Score -165402.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -165528.796875 Penalty: 769.858887
	Iteration 6F: 3 clusters Score -165528.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -165638.421875 Penalty: 769.858887
	Iteration 7Q: 3 clusters Score -165638.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -165734.609375 Penalty: 769.858887
	Iteration 8Q: 3 clusters Score -165734.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -165833.250000 Penalty: 769.858887
	Iteration 9Q: 3 clusters Score -165833.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -165920.156250 Penalty: 769.858887
	Iteration 10Q: 3 clusters Score -165920.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -165994.171875 Penalty: 769.858887
	Iteration 11Q: 3 clusters Score -165994.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -166082.515625 Penalty: 769.858887
	Iteration 12Q: 3 clusters Score -166082.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -166188.031250 Penalty: 769.858887
	Iteration 13Q: 3 clusters Score -166188 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -166286.437500 Penalty: 769.858887
	Iteration 14Q: 3 clusters Score -166286.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -166373.546875 Penalty: 769.858887
	Iteration 15Q: 3 clusters Score -166373.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -166440.031250 Penalty: 769.858887
	Iteration 16Q: 3 clusters Score -166440 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -166485.968750 Penalty: 769.858887
	Iteration 17Q: 3 clusters Score -166486 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -166508.609375 Penalty: 769.858887
	Iteration 18Q: 3 clusters Score -166508.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -166525.421875 Penalty: 769.858887
	Iteration 19Q: 3 clusters Score -166525.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -166546.937500 Penalty: 769.858887
	Iteration 20F: 3 clusters Score -166546.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -166561.546875 Penalty: 769.858887
	Iteration 21Q: 3 clusters Score -166561.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -166571.218750 Penalty: 769.858887
	Iteration 22Q: 3 clusters Score -166571.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -166576.359375 Penalty: 769.858887
	Iteration 23Q: 3 clusters Score -166576.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -166580.484375 Penalty: 769.858887
	Iteration 24Q: 3 clusters Score -166580.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -166583.265625 Penalty: 769.858887
	Iteration 25Q: 3 clusters Score -166583.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -166584.515625 Penalty: 769.858887
	Iteration 26Q: 3 clusters Score -166584.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -166585.234375 Penalty: 769.858887
	Iteration 27Q: 3 clusters Score -166585.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -166584.984375 Penalty: 769.858887
	Iteration 28Q: 3 clusters Score -166585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -166585.781250 Penalty: 769.858887
	Iteration 29Q: 3 clusters Score -166585.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -166586.015625 Penalty: 769.858887
	Iteration 30Q: 3 clusters Score -166586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -166586.015625 Penalty: 769.858887
	Iteration 31Q: 3 clusters Score -166586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -166586.015625 Penalty: 769.858887
	Iteration 32F: 3 clusters Score -166586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Entering Unmasked Estep 
Score: -414849.031250 Penalty: 423.365723
	Iteration 0F: 2 clusters Score -414849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -407403.281250 Penalty: 846.731445
	Iteration 0F: 3 clusters Score -407403.3 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -410379.187500 Penalty: 846.731445
	Iteration 1F: 3 clusters Score -410379.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -410580.531250 Penalty: 846.731445
	Iteration 2Q: 3 clusters Score -410580.5 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -410876.406250 Penalty: 846.731445
	Iteration 3Q: 3 clusters Score -410876.4 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -411194.312500 Penalty: 846.731445
	Iteration 4F: 3 clusters Score -411194.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -411581.812500 Penalty: 846.731445
	Iteration 5Q: 3 clusters Score -411581.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -412045.125000 Penalty: 846.731445
	Iteration 6Q: 3 clusters Score -412045.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -412489.656250 Penalty: 846.731445
	Iteration 7F: 3 clusters Score -412489.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -412889.125000 Penalty: 846.731445
	Iteration 8F: 3 clusters Score -412889.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -413190.625000 Penalty: 846.731445
	Iteration 9Q: 3 clusters Score -413190.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -413393.406250 Penalty: 846.731445
	Iteration 10Q: 3 clusters Score -413393.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -413499.281250 Penalty: 846.731445
	Iteration 11Q: 3 clusters Score -413499.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -413551.625000 Penalty: 846.731445
	Iteration 12Q: 3 clusters Score -413551.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -413577.937500 Penalty: 846.731445
	Iteration 13Q: 3 clusters Score -413577.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -413596.625000 Penalty: 846.731445
	Iteration 14Q: 3 clusters Score -413596.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -413615.968750 Penalty: 846.731445
	Iteration 15Q: 3 clusters Score -413616 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -413637.062500 Penalty: 846.731445
	Iteration 16Q: 3 clusters Score -413637.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -413662.156250 Penalty: 846.731445
	Iteration 17Q: 3 clusters Score -413662.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -413686.562500 Penalty: 846.731445
	Iteration 18Q: 3 clusters Score -413686.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -413717.125000 Penalty: 846.731445
	Iteration 19Q: 3 clusters Score -413717.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -413750.125000 Penalty: 846.731445
	Iteration 20F: 3 clusters Score -413750.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -413779.718750 Penalty: 846.731445
	Iteration 21Q: 3 clusters Score -413779.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -413815.875000 Penalty: 846.731445
	Iteration 22Q: 3 clusters Score -413815.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -413847.843750 Penalty: 846.731445
	Iteration 23Q: 3 clusters Score -413847.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -413883.656250 Penalty: 846.731445
	Iteration 24Q: 3 clusters Score -413883.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -413923.906250 Penalty: 846.731445
	Iteration 25Q: 3 clusters Score -413923.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -413962.375000 Penalty: 846.731445
	Iteration 26Q: 3 clusters Score -413962.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -414006.187500 Penalty: 846.731445
	Iteration 27Q: 3 clusters Score -414006.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -414052.531250 Penalty: 846.731445
	Iteration 28Q: 3 clusters Score -414052.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -414101.218750 Penalty: 846.731445
	Iteration 29Q: 3 clusters Score -414101.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -414143.656250 Penalty: 846.731445
	Iteration 30Q: 3 clusters Score -414143.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -414178.218750 Penalty: 846.731445
	Iteration 31Q: 3 clusters Score -414178.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -414207.656250 Penalty: 846.731445
	Iteration 32Q: 3 clusters Score -414207.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -414233.593750 Penalty: 846.731445
	Iteration 33Q: 3 clusters Score -414233.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -414251.437500 Penalty: 846.731445
	Iteration 34Q: 3 clusters Score -414251.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -414263.531250 Penalty: 846.731445
	Iteration 35Q: 3 clusters Score -414263.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -414279.125000 Penalty: 846.731445
	Iteration 36Q: 3 clusters Score -414279.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -414297.281250 Penalty: 846.731445
	Iteration 37Q: 3 clusters Score -414297.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -414317.656250 Penalty: 846.731445
	Iteration 38Q: 3 clusters Score -414317.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -414328.000000 Penalty: 846.731445
	Iteration 39Q: 3 clusters Score -414328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -414337.968750 Penalty: 846.731445
	Iteration 40F: 3 clusters Score -414338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -414351.218750 Penalty: 846.731445
	Iteration 41Q: 3 clusters Score -414351.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -414362.156250 Penalty: 846.731445
	Iteration 42Q: 3 clusters Score -414362.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -414375.031250 Penalty: 846.731445
	Iteration 43Q: 3 clusters Score -414375 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -414385.093750 Penalty: 846.731445
	Iteration 44Q: 3 clusters Score -414385.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -414391.218750 Penalty: 846.731445
	Iteration 45Q: 3 clusters Score -414391.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -414395.750000 Penalty: 846.731445
	Iteration 46Q: 3 clusters Score -414395.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -414399.687500 Penalty: 846.731445
	Iteration 47Q: 3 clusters Score -414399.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -414402.843750 Penalty: 846.731445
	Iteration 48Q: 3 clusters Score -414402.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -414407.312500 Penalty: 846.731445
	Iteration 49Q: 3 clusters Score -414407.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -414410.718750 Penalty: 846.731445
	Iteration 50Q: 3 clusters Score -414410.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -414414.812500 Penalty: 846.731445
	Iteration 51Q: 3 clusters Score -414414.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -414418.281250 Penalty: 846.731445
	Iteration 52Q: 3 clusters Score -414418.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -414418.843750 Penalty: 846.731445
	Iteration 53Q: 3 clusters Score -414418.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -414421.093750 Penalty: 846.731445
	Iteration 54Q: 3 clusters Score -414421.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -414421.718750 Penalty: 846.731445
	Iteration 55Q: 3 clusters Score -414421.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -414425.406250 Penalty: 846.731445
	Iteration 56Q: 3 clusters Score -414425.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -414426.718750 Penalty: 846.731445
	Iteration 57Q: 3 clusters Score -414426.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -414427.406250 Penalty: 846.731445
	Iteration 58Q: 3 clusters Score -414427.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -414427.812500 Penalty: 846.731445
	Iteration 59Q: 3 clusters Score -414427.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -414430.000000 Penalty: 846.731445
	Iteration 60F: 3 clusters Score -414430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -414430.656250 Penalty: 846.731445
	Iteration 61Q: 3 clusters Score -414430.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -414432.562500 Penalty: 846.731445
	Iteration 62Q: 3 clusters Score -414432.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -414436.625000 Penalty: 846.731445
	Iteration 63Q: 3 clusters Score -414436.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -414441.062500 Penalty: 846.731445
	Iteration 64Q: 3 clusters Score -414441.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -414443.875000 Penalty: 846.731445
	Iteration 65Q: 3 clusters Score -414443.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -414447.250000 Penalty: 846.731445
	Iteration 66Q: 3 clusters Score -414447.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -414450.718750 Penalty: 846.731445
	Iteration 67Q: 3 clusters Score -414450.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -414453.437500 Penalty: 846.731445
	Iteration 68Q: 3 clusters Score -414453.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -414454.468750 Penalty: 846.731445
	Iteration 69Q: 3 clusters Score -414454.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -414454.781250 Penalty: 846.731445
	Iteration 70Q: 3 clusters Score -414454.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -414456.781250 Penalty: 846.731445
	Iteration 71Q: 3 clusters Score -414456.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -414458.687500 Penalty: 846.731445
	Iteration 72Q: 3 clusters Score -414458.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -414460.750000 Penalty: 846.731445
	Iteration 73Q: 3 clusters Score -414460.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -414463.062500 Penalty: 846.731445
	Iteration 74Q: 3 clusters Score -414463.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -414464.031250 Penalty: 846.731445
	Iteration 75Q: 3 clusters Score -414464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -414465.718750 Penalty: 846.731445
	Iteration 76Q: 3 clusters Score -414465.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -414467.500000 Penalty: 846.731445
	Iteration 77Q: 3 clusters Score -414467.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -414469.000000 Penalty: 846.731445
	Iteration 78Q: 3 clusters Score -414469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -414470.406250 Penalty: 846.731445
	Iteration 79Q: 3 clusters Score -414470.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -414471.468750 Penalty: 846.731445
	Iteration 80F: 3 clusters Score -414471.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -414472.781250 Penalty: 846.731445
	Iteration 81Q: 3 clusters Score -414472.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -414474.968750 Penalty: 846.731445
	Iteration 82Q: 3 clusters Score -414475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -414477.312500 Penalty: 846.731445
	Iteration 83Q: 3 clusters Score -414477.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -414478.750000 Penalty: 846.731445
	Iteration 84Q: 3 clusters Score -414478.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -414480.000000 Penalty: 846.731445
	Iteration 85Q: 3 clusters Score -414480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -414480.593750 Penalty: 846.731445
	Iteration 86Q: 3 clusters Score -414480.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -414481.968750 Penalty: 846.731445
	Iteration 87Q: 3 clusters Score -414482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -414482.218750 Penalty: 846.731445
	Iteration 88Q: 3 clusters Score -414482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -414482.812500 Penalty: 846.731445
	Iteration 89Q: 3 clusters Score -414482.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -414483.406250 Penalty: 846.731445
	Iteration 90Q: 3 clusters Score -414483.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -414483.750000 Penalty: 846.731445
	Iteration 91Q: 3 clusters Score -414483.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -414483.593750 Penalty: 846.731445
	Iteration 92Q: 3 clusters Score -414483.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -414483.593750 Penalty: 846.731445
	Iteration 93F: 3 clusters Score -414483.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Entering Unmasked Estep 
Score: -35111.261719 Penalty: 315.069855
	Iteration 0F: 2 clusters Score -35111.26 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 478 members 
Entering Unmasked Estep 
Score: -34297.324219 Penalty: 630.139709
	Iteration 0F: 3 clusters Score -34297.32 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -34509.015625 Penalty: 630.139709
	Iteration 1F: 3 clusters Score -34509.02 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -34553.894531 Penalty: 630.139709
	Iteration 2F: 3 clusters Score -34553.89 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -34579.097656 Penalty: 630.139709
	Iteration 3F: 3 clusters Score -34579.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -34592.296875 Penalty: 630.139709
	Iteration 4Q: 3 clusters Score -34592.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -34603.160156 Penalty: 630.139709
	Iteration 5Q: 3 clusters Score -34603.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -34613.417969 Penalty: 630.139709
	Iteration 6Q: 3 clusters Score -34613.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -34618.996094 Penalty: 630.139709
	Iteration 7Q: 3 clusters Score -34619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -34625.085938 Penalty: 630.139709
	Iteration 8Q: 3 clusters Score -34625.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -34629.750000 Penalty: 630.139709
	Iteration 9Q: 3 clusters Score -34629.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -34637.796875 Penalty: 630.139709
	Iteration 10Q: 3 clusters Score -34637.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -34648.902344 Penalty: 630.139709
	Iteration 11Q: 3 clusters Score -34648.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -34659.652344 Penalty: 630.139709
	Iteration 12Q: 3 clusters Score -34659.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -34668.191406 Penalty: 630.139709
	Iteration 13Q: 3 clusters Score -34668.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -34672.390625 Penalty: 630.139709
	Iteration 14Q: 3 clusters Score -34672.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -34681.125000 Penalty: 630.139709
	Iteration 15Q: 3 clusters Score -34681.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -34688.843750 Penalty: 630.139709
	Iteration 16Q: 3 clusters Score -34688.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -34692.960938 Penalty: 630.139709
	Iteration 17Q: 3 clusters Score -34692.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -34695.625000 Penalty: 630.139709
	Iteration 18Q: 3 clusters Score -34695.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -34696.902344 Penalty: 630.139709
	Iteration 19Q: 3 clusters Score -34696.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -34698.187500 Penalty: 630.139709
	Iteration 20F: 3 clusters Score -34698.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -34700.238281 Penalty: 630.139709
	Iteration 21Q: 3 clusters Score -34700.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -34701.593750 Penalty: 630.139709
	Iteration 22Q: 3 clusters Score -34701.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -34702.851562 Penalty: 630.139709
	Iteration 23Q: 3 clusters Score -34702.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -34705.183594 Penalty: 630.139709
	Iteration 24Q: 3 clusters Score -34705.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -34707.054688 Penalty: 630.139709
	Iteration 25Q: 3 clusters Score -34707.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -34708.691406 Penalty: 630.139709
	Iteration 26Q: 3 clusters Score -34708.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -34712.132812 Penalty: 630.139709
	Iteration 27Q: 3 clusters Score -34712.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -34722.339844 Penalty: 630.139709
	Iteration 28Q: 3 clusters Score -34722.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -34733.851562 Penalty: 630.139709
	Iteration 29Q: 3 clusters Score -34733.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -34747.796875 Penalty: 630.139709
	Iteration 30Q: 3 clusters Score -34747.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -34761.050781 Penalty: 630.139709
	Iteration 31Q: 3 clusters Score -34761.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -34773.359375 Penalty: 630.139709
	Iteration 32Q: 3 clusters Score -34773.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -34779.535156 Penalty: 630.139709
	Iteration 33Q: 3 clusters Score -34779.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -34788.375000 Penalty: 630.139709
	Iteration 34Q: 3 clusters Score -34788.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -34796.562500 Penalty: 630.139709
	Iteration 35Q: 3 clusters Score -34796.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -34802.320312 Penalty: 630.139709
	Iteration 36Q: 3 clusters Score -34802.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -34809.417969 Penalty: 630.139709
	Iteration 37Q: 3 clusters Score -34809.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -34819.496094 Penalty: 630.139709
	Iteration 38Q: 3 clusters Score -34819.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -34832.367188 Penalty: 630.139709
	Iteration 39Q: 3 clusters Score -34832.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -34840.980469 Penalty: 630.139709
	Iteration 40F: 3 clusters Score -34840.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -34845.003906 Penalty: 630.139709
	Iteration 41Q: 3 clusters Score -34845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -34847.160156 Penalty: 630.139709
	Iteration 42Q: 3 clusters Score -34847.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -34850.277344 Penalty: 630.139709
	Iteration 43Q: 3 clusters Score -34850.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -34859.812500 Penalty: 630.139709
	Iteration 44Q: 3 clusters Score -34859.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -34872.585938 Penalty: 630.139709
	Iteration 45Q: 3 clusters Score -34872.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -34880.183594 Penalty: 630.139709
	Iteration 46Q: 3 clusters Score -34880.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -34887.320312 Penalty: 630.139709
	Iteration 47Q: 3 clusters Score -34887.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -34890.957031 Penalty: 630.139709
	Iteration 48Q: 3 clusters Score -34890.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -34891.707031 Penalty: 630.139709
	Iteration 49Q: 3 clusters Score -34891.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -34892.128906 Penalty: 630.139709
	Iteration 50Q: 3 clusters Score -34892.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -34892.128906 Penalty: 630.139709
	Iteration 51F: 3 clusters Score -34892.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 21992 members 
Mstep: Class 3 contains 8143 members 
Mstep: Class 4 contains 480999 members 
Mstep: Class 5 contains 11908 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 14300 members 
Mstep: Class 8 contains 13642 members 
Mstep: Class 9 contains 7537 members 
Mstep: Class 10 contains 4735 members 
Mstep: Class 11 contains 8166 members 
Mstep: Class 12 contains 561861 members 
Mstep: Class 13 contains 8479 members 
Mstep: Class 14 contains 108067 members 
Mstep: Class 15 contains 1146 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 14342 members 
Mstep: Class 18 contains 1483 members 
Mstep: Class 19 contains 2911 members 
Mstep: Class 20 contains 1788 members 
Mstep: Class 22 contains 14255 members 
Mstep: Class 23 contains 7957 members 
Mstep: Class 24 contains 6354 members 
Mstep: Class 25 contains 5020 members 
Mstep: Class 26 contains 10119 members 
Mstep: Class 27 contains 4061 members 
Mstep: Class 28 contains 2572 members 
Mstep: Class 29 contains 10360 members 
Mstep: Class 30 contains 92 members 
Mstep: Class 31 contains 14957 members 
Mstep: Class 32 contains 2945 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 717 members 
Mstep: Class 35 contains 938 members 
Mstep: Class 36 contains 2186 members 
Mstep: Class 37 contains 4722 members 
Mstep: Class 38 contains 10990 members 
Mstep: Class 39 contains 1017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50370076.000000 Penalty: 25740.931641
Iteration 119Q: 41 clusters Score -5.037008e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 21916 members 
Mstep: Class 3 contains 8146 members 
Mstep: Class 4 contains 481020 members 
Mstep: Class 5 contains 11911 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14307 members 
Mstep: Class 8 contains 13644 members 
Mstep: Class 9 contains 7540 members 
Mstep: Class 10 contains 4767 members 
Mstep: Class 11 contains 8163 members 
Mstep: Class 12 contains 562404 members 
Mstep: Class 13 contains 8419 members 
Mstep: Class 14 contains 108040 members 
Mstep: Class 15 contains 1141 members 
Mstep: Class 16 contains 1604 members 
Mstep: Class 17 contains 14366 members 
Mstep: Class 18 contains 1485 members 
Mstep: Class 19 contains 2905 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 4929 members 
Mstep: Class 22 contains 14259 members 
Mstep: Class 23 contains 7960 members 
Mstep: Class 24 contains 6352 members 
Mstep: Class 25 contains 5021 members 
Mstep: Class 26 contains 10113 members 
Mstep: Class 27 contains 4076 members 
Mstep: Class 28 contains 2576 members 
Mstep: Class 29 contains 10309 members 
Mstep: Class 30 contains 93 members 
Mstep: Class 31 contains 14967 members 
Mstep: Class 32 contains 2941 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 940 members 
Mstep: Class 36 contains 2193 members 
Mstep: Class 37 contains 4729 members 
Mstep: Class 38 contains 11065 members 
Mstep: Class 39 contains 1021 members 
Mstep: Class 40 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50371364.000000 Penalty: 25740.931641
Iteration 120F: 41 clusters Score -5.037136e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 21786 members 
Mstep: Class 3 contains 8136 members 
Mstep: Class 4 contains 481036 members 
Mstep: Class 5 contains 11908 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14309 members 
Mstep: Class 8 contains 13638 members 
Mstep: Class 9 contains 7536 members 
Mstep: Class 10 contains 4754 members 
Mstep: Class 11 contains 8157 members 
Mstep: Class 12 contains 562294 members 
Mstep: Class 13 contains 8331 members 
Mstep: Class 14 contains 108006 members 
Mstep: Class 15 contains 1146 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 14382 members 
Mstep: Class 18 contains 1487 members 
Mstep: Class 19 contains 2900 members 
Mstep: Class 20 contains 1782 members 
Mstep: Class 21 contains 5240 members 
Mstep: Class 22 contains 14248 members 
Mstep: Class 23 contains 7957 members 
Mstep: Class 24 contains 6349 members 
Mstep: Class 25 contains 5017 members 
Mstep: Class 26 contains 10098 members 
Mstep: Class 27 contains 4065 members 
Mstep: Class 28 contains 2577 members 
Mstep: Class 29 contains 10361 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 14962 members 
Mstep: Class 32 contains 2938 members 
Mstep: Class 33 contains 2742 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 939 members 
Mstep: Class 36 contains 2179 members 
Mstep: Class 37 contains 4732 members 
Mstep: Class 38 contains 11034 members 
Mstep: Class 39 contains 1021 members 
Mstep: Class 40 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50371852.000000 Penalty: 25740.931641
Iteration 121Q: 41 clusters Score -5.037185e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 21681 members 
Mstep: Class 3 contains 8128 members 
Mstep: Class 4 contains 481055 members 
Mstep: Class 5 contains 11908 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14310 members 
Mstep: Class 8 contains 13632 members 
Mstep: Class 9 contains 7536 members 
Mstep: Class 10 contains 4739 members 
Mstep: Class 11 contains 8154 members 
Mstep: Class 12 contains 562131 members 
Mstep: Class 13 contains 8250 members 
Mstep: Class 14 contains 107972 members 
Mstep: Class 15 contains 1151 members 
Mstep: Class 16 contains 1678 members 
Mstep: Class 17 contains 14404 members 
Mstep: Class 18 contains 1489 members 
Mstep: Class 19 contains 2901 members 
Mstep: Class 20 contains 1777 members 
Mstep: Class 21 contains 5504 members 
Mstep: Class 22 contains 14251 members 
Mstep: Class 23 contains 7949 members 
Mstep: Class 24 contains 6347 members 
Mstep: Class 25 contains 5016 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 4056 members 
Mstep: Class 28 contains 2578 members 
Mstep: Class 29 contains 10438 members 
Mstep: Class 30 contains 94 members 
Mstep: Class 31 contains 14961 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 2745 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 939 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 4734 members 
Mstep: Class 38 contains 11029 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372228.000000 Penalty: 25740.931641
Iteration 122Q: 41 clusters Score -5.037223e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 21587 members 
Mstep: Class 3 contains 8119 members 
Mstep: Class 4 contains 481061 members 
Mstep: Class 5 contains 11902 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14312 members 
Mstep: Class 8 contains 13636 members 
Mstep: Class 9 contains 7541 members 
Mstep: Class 10 contains 4728 members 
Mstep: Class 11 contains 8152 members 
Mstep: Class 12 contains 562004 members 
Mstep: Class 13 contains 8179 members 
Mstep: Class 14 contains 107927 members 
Mstep: Class 15 contains 1153 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 14414 members 
Mstep: Class 18 contains 1491 members 
Mstep: Class 19 contains 2903 members 
Mstep: Class 20 contains 1773 members 
Mstep: Class 21 contains 5720 members 
Mstep: Class 22 contains 14258 members 
Mstep: Class 23 contains 7943 members 
Mstep: Class 24 contains 6348 members 
Mstep: Class 25 contains 5015 members 
Mstep: Class 26 contains 10078 members 
Mstep: Class 27 contains 4045 members 
Mstep: Class 28 contains 2583 members 
Mstep: Class 29 contains 10509 members 
Mstep: Class 30 contains 94 members 
Mstep: Class 31 contains 14974 members 
Mstep: Class 32 contains 2928 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 939 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 4739 members 
Mstep: Class 38 contains 11020 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372344.000000 Penalty: 25740.931641
Iteration 123Q: 41 clusters Score -5.037234e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 21510 members 
Mstep: Class 3 contains 8119 members 
Mstep: Class 4 contains 481074 members 
Mstep: Class 5 contains 11895 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 14320 members 
Mstep: Class 8 contains 13638 members 
Mstep: Class 9 contains 7544 members 
Mstep: Class 10 contains 4719 members 
Mstep: Class 11 contains 8150 members 
Mstep: Class 12 contains 561894 members 
Mstep: Class 13 contains 8114 members 
Mstep: Class 14 contains 107887 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 1728 members 
Mstep: Class 17 contains 14436 members 
Mstep: Class 18 contains 1491 members 
Mstep: Class 19 contains 2906 members 
Mstep: Class 20 contains 1770 members 
Mstep: Class 21 contains 5886 members 
Mstep: Class 22 contains 14257 members 
Mstep: Class 23 contains 7939 members 
Mstep: Class 24 contains 6350 members 
Mstep: Class 25 contains 5022 members 
Mstep: Class 26 contains 10065 members 
Mstep: Class 27 contains 4040 members 
Mstep: Class 28 contains 2586 members 
Mstep: Class 29 contains 10568 members 
Mstep: Class 30 contains 94 members 
Mstep: Class 31 contains 14976 members 
Mstep: Class 32 contains 2927 members 
Mstep: Class 33 contains 2758 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 4740 members 
Mstep: Class 38 contains 11006 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372524.000000 Penalty: 25740.931641
Iteration 124Q: 41 clusters Score -5.037252e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 21443 members 
Mstep: Class 3 contains 8116 members 
Mstep: Class 4 contains 481093 members 
Mstep: Class 5 contains 11890 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 14332 members 
Mstep: Class 8 contains 13640 members 
Mstep: Class 9 contains 7547 members 
Mstep: Class 10 contains 4698 members 
Mstep: Class 11 contains 8140 members 
Mstep: Class 12 contains 561850 members 
Mstep: Class 13 contains 8036 members 
Mstep: Class 14 contains 107839 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 1754 members 
Mstep: Class 17 contains 14448 members 
Mstep: Class 18 contains 1490 members 
Mstep: Class 19 contains 2907 members 
Mstep: Class 20 contains 1767 members 
Mstep: Class 21 contains 6005 members 
Mstep: Class 22 contains 14266 members 
Mstep: Class 23 contains 7942 members 
Mstep: Class 24 contains 6348 members 
Mstep: Class 25 contains 5028 members 
Mstep: Class 26 contains 10058 members 
Mstep: Class 27 contains 4035 members 
Mstep: Class 28 contains 2588 members 
Mstep: Class 29 contains 10626 members 
Mstep: Class 30 contains 96 members 
Mstep: Class 31 contains 14978 members 
Mstep: Class 32 contains 2927 members 
Mstep: Class 33 contains 2765 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 936 members 
Mstep: Class 36 contains 2159 members 
Mstep: Class 37 contains 4740 members 
Mstep: Class 38 contains 11007 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372736.000000 Penalty: 25740.931641
Iteration 125Q: 41 clusters Score -5.037274e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 21393 members 
Mstep: Class 3 contains 8107 members 
Mstep: Class 4 contains 481118 members 
Mstep: Class 5 contains 11888 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 14338 members 
Mstep: Class 8 contains 13639 members 
Mstep: Class 9 contains 7546 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 8140 members 
Mstep: Class 12 contains 561787 members 
Mstep: Class 13 contains 7971 members 
Mstep: Class 14 contains 107796 members 
Mstep: Class 15 contains 1157 members 
Mstep: Class 16 contains 1771 members 
Mstep: Class 17 contains 14457 members 
Mstep: Class 18 contains 1490 members 
Mstep: Class 19 contains 2908 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 6112 members 
Mstep: Class 22 contains 14267 members 
Mstep: Class 23 contains 7941 members 
Mstep: Class 24 contains 6349 members 
Mstep: Class 25 contains 5029 members 
Mstep: Class 26 contains 10048 members 
Mstep: Class 27 contains 4023 members 
Mstep: Class 28 contains 2591 members 
Mstep: Class 29 contains 10695 members 
Mstep: Class 30 contains 96 members 
Mstep: Class 31 contains 14982 members 
Mstep: Class 32 contains 2923 members 
Mstep: Class 33 contains 2772 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 936 members 
Mstep: Class 36 contains 2161 members 
Mstep: Class 37 contains 4743 members 
Mstep: Class 38 contains 11012 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372720.000000 Penalty: 25740.931641
Iteration 126Q: 41 clusters Score -5.037272e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 21347 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 481145 members 
Mstep: Class 5 contains 11887 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 14335 members 
Mstep: Class 8 contains 13638 members 
Mstep: Class 9 contains 7543 members 
Mstep: Class 10 contains 4671 members 
Mstep: Class 11 contains 8141 members 
Mstep: Class 12 contains 561768 members 
Mstep: Class 13 contains 7912 members 
Mstep: Class 14 contains 107764 members 
Mstep: Class 15 contains 1154 members 
Mstep: Class 16 contains 1777 members 
Mstep: Class 17 contains 14459 members 
Mstep: Class 18 contains 1490 members 
Mstep: Class 19 contains 2909 members 
Mstep: Class 20 contains 1760 members 
Mstep: Class 21 contains 6195 members 
Mstep: Class 22 contains 14263 members 
Mstep: Class 23 contains 7942 members 
Mstep: Class 24 contains 6349 members 
Mstep: Class 25 contains 5031 members 
Mstep: Class 26 contains 10037 members 
Mstep: Class 27 contains 4014 members 
Mstep: Class 28 contains 2594 members 
Mstep: Class 29 contains 10746 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 14984 members 
Mstep: Class 32 contains 2920 members 
Mstep: Class 33 contains 2780 members 
Mstep: Class 34 contains 721 members 
Mstep: Class 35 contains 936 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 4746 members 
Mstep: Class 38 contains 11022 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372760.000000 Penalty: 25740.931641
Iteration 127Q: 41 clusters Score -5.037276e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 21318 members 
Mstep: Class 3 contains 8086 members 
Mstep: Class 4 contains 481167 members 
Mstep: Class 5 contains 11883 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 13634 members 
Mstep: Class 9 contains 7546 members 
Mstep: Class 10 contains 4653 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 561713 members 
Mstep: Class 13 contains 7853 members 
Mstep: Class 14 contains 107742 members 
Mstep: Class 15 contains 1148 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 14473 members 
Mstep: Class 18 contains 1490 members 
Mstep: Class 19 contains 2908 members 
Mstep: Class 20 contains 1759 members 
Mstep: Class 21 contains 6261 members 
Mstep: Class 22 contains 14265 members 
Mstep: Class 23 contains 7940 members 
Mstep: Class 24 contains 6348 members 
Mstep: Class 25 contains 5033 members 
Mstep: Class 26 contains 10021 members 
Mstep: Class 27 contains 4016 members 
Mstep: Class 28 contains 2593 members 
Mstep: Class 29 contains 10813 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 14988 members 
Mstep: Class 32 contains 2920 members 
Mstep: Class 33 contains 2790 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 936 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 4751 members 
Mstep: Class 38 contains 11036 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372836.000000 Penalty: 25740.931641
Iteration 128Q: 41 clusters Score -5.037284e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 21285 members 
Mstep: Class 3 contains 8077 members 
Mstep: Class 4 contains 481190 members 
Mstep: Class 5 contains 11877 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 14326 members 
Mstep: Class 8 contains 13629 members 
Mstep: Class 9 contains 7547 members 
Mstep: Class 10 contains 4632 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 561649 members 
Mstep: Class 13 contains 7807 members 
Mstep: Class 14 contains 107727 members 
Mstep: Class 15 contains 1145 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 14486 members 
Mstep: Class 18 contains 1489 members 
Mstep: Class 19 contains 2910 members 
Mstep: Class 20 contains 1757 members 
Mstep: Class 21 contains 6327 members 
Mstep: Class 22 contains 14265 members 
Mstep: Class 23 contains 7942 members 
Mstep: Class 24 contains 6348 members 
Mstep: Class 25 contains 5040 members 
Mstep: Class 26 contains 10007 members 
Mstep: Class 27 contains 4017 members 
Mstep: Class 28 contains 2594 members 
Mstep: Class 29 contains 10883 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 14985 members 
Mstep: Class 32 contains 2920 members 
Mstep: Class 33 contains 2798 members 
Mstep: Class 34 contains 724 members 
Mstep: Class 35 contains 936 members 
Mstep: Class 36 contains 2172 members 
Mstep: Class 37 contains 4755 members 
Mstep: Class 38 contains 11049 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372908.000000 Penalty: 25740.931641
Iteration 129Q: 41 clusters Score -5.037291e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 21253 members 
Mstep: Class 3 contains 8061 members 
Mstep: Class 4 contains 481237 members 
Mstep: Class 5 contains 11865 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14323 members 
Mstep: Class 8 contains 13627 members 
Mstep: Class 9 contains 7545 members 
Mstep: Class 10 contains 4623 members 
Mstep: Class 11 contains 8114 members 
Mstep: Class 12 contains 561613 members 
Mstep: Class 13 contains 7762 members 
Mstep: Class 14 contains 107682 members 
Mstep: Class 15 contains 1146 members 
Mstep: Class 16 contains 1815 members 
Mstep: Class 17 contains 14500 members 
Mstep: Class 18 contains 1489 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1755 members 
Mstep: Class 21 contains 6381 members 
Mstep: Class 22 contains 14265 members 
Mstep: Class 23 contains 7945 members 
Mstep: Class 24 contains 6347 members 
Mstep: Class 25 contains 5055 members 
Mstep: Class 26 contains 9998 members 
Mstep: Class 27 contains 4021 members 
Mstep: Class 28 contains 2593 members 
Mstep: Class 29 contains 10941 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 14985 members 
Mstep: Class 32 contains 2920 members 
Mstep: Class 33 contains 2806 members 
Mstep: Class 34 contains 724 members 
Mstep: Class 35 contains 935 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 4760 members 
Mstep: Class 38 contains 11039 members 
Mstep: Class 39 contains 1018 members 
Mstep: Class 40 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372960.000000 Penalty: 25740.931641
Iteration 130Q: 41 clusters Score -5.037296e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 21228 members 
Mstep: Class 3 contains 8053 members 
Mstep: Class 4 contains 481291 members 
Mstep: Class 5 contains 11849 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 14326 members 
Mstep: Class 8 contains 13631 members 
Mstep: Class 9 contains 7549 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 8102 members 
Mstep: Class 12 contains 561558 members 
Mstep: Class 13 contains 7734 members 
Mstep: Class 14 contains 107630 members 
Mstep: Class 15 contains 1144 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 14522 members 
Mstep: Class 18 contains 1488 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 1754 members 
Mstep: Class 21 contains 6436 members 
Mstep: Class 22 contains 14264 members 
Mstep: Class 23 contains 7940 members 
Mstep: Class 24 contains 6348 members 
Mstep: Class 25 contains 5072 members 
Mstep: Class 26 contains 9981 members 
Mstep: Class 27 contains 4022 members 
Mstep: Class 28 contains 2594 members 
Mstep: Class 29 contains 10992 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 14988 members 
Mstep: Class 32 contains 2919 members 
Mstep: Class 33 contains 2808 members 
Mstep: Class 34 contains 724 members 
Mstep: Class 35 contains 935 members 
Mstep: Class 36 contains 2166 members 
Mstep: Class 37 contains 4769 members 
Mstep: Class 38 contains 11030 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372992.000000 Penalty: 25740.931641
Iteration 131Q: 41 clusters Score -5.037299e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 21204 members 
Mstep: Class 3 contains 8038 members 
Mstep: Class 4 contains 481319 members 
Mstep: Class 5 contains 11838 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 14322 members 
Mstep: Class 8 contains 13628 members 
Mstep: Class 9 contains 7550 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 8091 members 
Mstep: Class 12 contains 561525 members 
Mstep: Class 13 contains 7705 members 
Mstep: Class 14 contains 107606 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 1844 members 
Mstep: Class 17 contains 14540 members 
Mstep: Class 18 contains 1490 members 
Mstep: Class 19 contains 2917 members 
Mstep: Class 20 contains 1754 members 
Mstep: Class 21 contains 6478 members 
Mstep: Class 22 contains 14261 members 
Mstep: Class 23 contains 7938 members 
Mstep: Class 24 contains 6349 members 
Mstep: Class 25 contains 5083 members 
Mstep: Class 26 contains 9965 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 2593 members 
Mstep: Class 29 contains 11044 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 14989 members 
Mstep: Class 32 contains 2918 members 
Mstep: Class 33 contains 2814 members 
Mstep: Class 34 contains 724 members 
Mstep: Class 35 contains 935 members 
Mstep: Class 36 contains 2166 members 
Mstep: Class 37 contains 4774 members 
Mstep: Class 38 contains 11022 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372976.000000 Penalty: 25740.931641
Iteration 132Q: 41 clusters Score -5.037298e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 21169 members 
Mstep: Class 3 contains 8032 members 
Mstep: Class 4 contains 481341 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 14327 members 
Mstep: Class 8 contains 13630 members 
Mstep: Class 9 contains 7549 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 8082 members 
Mstep: Class 12 contains 561486 members 
Mstep: Class 13 contains 7683 members 
Mstep: Class 14 contains 107583 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 1858 members 
Mstep: Class 17 contains 14554 members 
Mstep: Class 18 contains 1493 members 
Mstep: Class 19 contains 2922 members 
Mstep: Class 20 contains 1751 members 
Mstep: Class 21 contains 6519 members 
Mstep: Class 22 contains 14254 members 
Mstep: Class 23 contains 7936 members 
Mstep: Class 24 contains 6351 members 
Mstep: Class 25 contains 5090 members 
Mstep: Class 26 contains 9947 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 2593 members 
Mstep: Class 29 contains 11104 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 14996 members 
Mstep: Class 32 contains 2918 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 724 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 2167 members 
Mstep: Class 37 contains 4781 members 
Mstep: Class 38 contains 11015 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373164.000000 Penalty: 25740.931641
Iteration 133Q: 41 clusters Score -5.037316e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 21144 members 
Mstep: Class 3 contains 8026 members 
Mstep: Class 4 contains 481366 members 
Mstep: Class 5 contains 11822 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 14335 members 
Mstep: Class 8 contains 13628 members 
Mstep: Class 9 contains 7547 members 
Mstep: Class 10 contains 4577 members 
Mstep: Class 11 contains 8076 members 
Mstep: Class 12 contains 561436 members 
Mstep: Class 13 contains 7669 members 
Mstep: Class 14 contains 107568 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 1866 members 
Mstep: Class 17 contains 14560 members 
Mstep: Class 18 contains 1496 members 
Mstep: Class 19 contains 2923 members 
Mstep: Class 20 contains 1749 members 
Mstep: Class 21 contains 6558 members 
Mstep: Class 22 contains 14245 members 
Mstep: Class 23 contains 7937 members 
Mstep: Class 24 contains 6354 members 
Mstep: Class 25 contains 5096 members 
Mstep: Class 26 contains 9924 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 2595 members 
Mstep: Class 29 contains 11161 members 
Mstep: Class 30 contains 96 members 
Mstep: Class 31 contains 15006 members 
Mstep: Class 32 contains 2917 members 
Mstep: Class 33 contains 2832 members 
Mstep: Class 34 contains 724 members 
Mstep: Class 35 contains 940 members 
Mstep: Class 36 contains 2167 members 
Mstep: Class 37 contains 4784 members 
Mstep: Class 38 contains 11000 members 
Mstep: Class 39 contains 1018 members 
Mstep: Class 40 contains 1276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373120.000000 Penalty: 25740.931641
Iteration 134Q: 41 clusters Score -5.037312e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 21118 members 
Mstep: Class 3 contains 8018 members 
Mstep: Class 4 contains 481386 members 
Mstep: Class 5 contains 11814 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14346 members 
Mstep: Class 8 contains 13628 members 
Mstep: Class 9 contains 7539 members 
Mstep: Class 10 contains 4578 members 
Mstep: Class 11 contains 8073 members 
Mstep: Class 12 contains 561401 members 
Mstep: Class 13 contains 7656 members 
Mstep: Class 14 contains 107558 members 
Mstep: Class 15 contains 1132 members 
Mstep: Class 16 contains 1880 members 
Mstep: Class 17 contains 14560 members 
Mstep: Class 18 contains 1499 members 
Mstep: Class 19 contains 2926 members 
Mstep: Class 20 contains 1748 members 
Mstep: Class 21 contains 6590 members 
Mstep: Class 22 contains 14240 members 
Mstep: Class 23 contains 7937 members 
Mstep: Class 24 contains 6355 members 
Mstep: Class 25 contains 5103 members 
Mstep: Class 26 contains 9910 members 
Mstep: Class 27 contains 4007 members 
Mstep: Class 28 contains 2595 members 
Mstep: Class 29 contains 11200 members 
Mstep: Class 30 contains 96 members 
Mstep: Class 31 contains 15012 members 
Mstep: Class 32 contains 2918 members 
Mstep: Class 33 contains 2833 members 
Mstep: Class 34 contains 724 members 
Mstep: Class 35 contains 943 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 4784 members 
Mstep: Class 38 contains 10991 members 
Mstep: Class 39 contains 1018 members 
Mstep: Class 40 contains 1282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373176.000000 Penalty: 25740.931641
Iteration 135Q: 41 clusters Score -5.037318e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 21101 members 
Mstep: Class 3 contains 8011 members 
Mstep: Class 4 contains 481385 members 
Mstep: Class 5 contains 11810 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14352 members 
Mstep: Class 8 contains 13627 members 
Mstep: Class 9 contains 7537 members 
Mstep: Class 10 contains 4572 members 
Mstep: Class 11 contains 8080 members 
Mstep: Class 12 contains 561343 members 
Mstep: Class 13 contains 7650 members 
Mstep: Class 14 contains 107554 members 
Mstep: Class 15 contains 1130 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 14566 members 
Mstep: Class 18 contains 1499 members 
Mstep: Class 19 contains 2927 members 
Mstep: Class 20 contains 1748 members 
Mstep: Class 21 contains 6628 members 
Mstep: Class 22 contains 14238 members 
Mstep: Class 23 contains 7939 members 
Mstep: Class 24 contains 6355 members 
Mstep: Class 25 contains 5108 members 
Mstep: Class 26 contains 9891 members 
Mstep: Class 27 contains 3997 members 
Mstep: Class 28 contains 2597 members 
Mstep: Class 29 contains 11245 members 
Mstep: Class 30 contains 96 members 
Mstep: Class 31 contains 15016 members 
Mstep: Class 32 contains 2918 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 946 members 
Mstep: Class 36 contains 2163 members 
Mstep: Class 37 contains 4788 members 
Mstep: Class 38 contains 10993 members 
Mstep: Class 39 contains 1018 members 
Mstep: Class 40 contains 1285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373236.000000 Penalty: 25740.931641
Iteration 136Q: 41 clusters Score -5.037324e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 21080 members 
Mstep: Class 3 contains 8010 members 
Mstep: Class 4 contains 481382 members 
Mstep: Class 5 contains 11805 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14355 members 
Mstep: Class 8 contains 13627 members 
Mstep: Class 9 contains 7538 members 
Mstep: Class 10 contains 4569 members 
Mstep: Class 11 contains 8085 members 
Mstep: Class 12 contains 561295 members 
Mstep: Class 13 contains 7648 members 
Mstep: Class 14 contains 107550 members 
Mstep: Class 15 contains 1128 members 
Mstep: Class 16 contains 1899 members 
Mstep: Class 17 contains 14565 members 
Mstep: Class 18 contains 1501 members 
Mstep: Class 19 contains 2928 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 6660 members 
Mstep: Class 22 contains 14236 members 
Mstep: Class 23 contains 7941 members 
Mstep: Class 24 contains 6356 members 
Mstep: Class 25 contains 5118 members 
Mstep: Class 26 contains 9871 members 
Mstep: Class 27 contains 3985 members 
Mstep: Class 28 contains 2596 members 
Mstep: Class 29 contains 11296 members 
Mstep: Class 30 contains 96 members 
Mstep: Class 31 contains 15021 members 
Mstep: Class 32 contains 2918 members 
Mstep: Class 33 contains 2839 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 947 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 4795 members 
Mstep: Class 38 contains 10982 members 
Mstep: Class 39 contains 1018 members 
Mstep: Class 40 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373200.000000 Penalty: 25740.931641
Iteration 137Q: 41 clusters Score -5.03732e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 21054 members 
Mstep: Class 3 contains 8002 members 
Mstep: Class 4 contains 481383 members 
Mstep: Class 5 contains 11801 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14363 members 
Mstep: Class 8 contains 13627 members 
Mstep: Class 9 contains 7536 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 11 contains 8084 members 
Mstep: Class 12 contains 561266 members 
Mstep: Class 13 contains 7645 members 
Mstep: Class 14 contains 107541 members 
Mstep: Class 15 contains 1124 members 
Mstep: Class 16 contains 1909 members 
Mstep: Class 17 contains 14568 members 
Mstep: Class 18 contains 1501 members 
Mstep: Class 19 contains 2930 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 6687 members 
Mstep: Class 22 contains 14232 members 
Mstep: Class 23 contains 7939 members 
Mstep: Class 24 contains 6356 members 
Mstep: Class 25 contains 5126 members 
Mstep: Class 26 contains 9850 members 
Mstep: Class 27 contains 3974 members 
Mstep: Class 28 contains 2597 members 
Mstep: Class 29 contains 11344 members 
Mstep: Class 30 contains 96 members 
Mstep: Class 31 contains 15027 members 
Mstep: Class 32 contains 2918 members 
Mstep: Class 33 contains 2853 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 948 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 4800 members 
Mstep: Class 38 contains 10971 members 
Mstep: Class 39 contains 1018 members 
Mstep: Class 40 contains 1295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373184.000000 Penalty: 25740.931641
Iteration 138Q: 41 clusters Score -5.037318e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 21024 members 
Mstep: Class 3 contains 7999 members 
Mstep: Class 4 contains 481383 members 
Mstep: Class 5 contains 11796 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14365 members 
Mstep: Class 8 contains 13625 members 
Mstep: Class 9 contains 7535 members 
Mstep: Class 10 contains 4574 members 
Mstep: Class 11 contains 8079 members 
Mstep: Class 12 contains 561248 members 
Mstep: Class 13 contains 7643 members 
Mstep: Class 14 contains 107524 members 
Mstep: Class 15 contains 1124 members 
Mstep: Class 16 contains 1913 members 
Mstep: Class 17 contains 14564 members 
Mstep: Class 18 contains 1502 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 6704 members 
Mstep: Class 22 contains 14230 members 
Mstep: Class 23 contains 7939 members 
Mstep: Class 24 contains 6357 members 
Mstep: Class 25 contains 5135 members 
Mstep: Class 26 contains 9837 members 
Mstep: Class 27 contains 3962 members 
Mstep: Class 28 contains 2599 members 
Mstep: Class 29 contains 11386 members 
Mstep: Class 30 contains 96 members 
Mstep: Class 31 contains 15035 members 
Mstep: Class 32 contains 2918 members 
Mstep: Class 33 contains 2869 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 945 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 4807 members 
Mstep: Class 38 contains 10968 members 
Mstep: Class 39 contains 1018 members 
Mstep: Class 40 contains 1302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373232.000000 Penalty: 25740.931641
Iteration 139Q: 41 clusters Score -5.037323e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 20999 members 
Mstep: Class 3 contains 7996 members 
Mstep: Class 4 contains 481391 members 
Mstep: Class 5 contains 11794 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14366 members 
Mstep: Class 8 contains 13627 members 
Mstep: Class 9 contains 7533 members 
Mstep: Class 10 contains 4572 members 
Mstep: Class 11 contains 8074 members 
Mstep: Class 12 contains 561236 members 
Mstep: Class 13 contains 7642 members 
Mstep: Class 14 contains 107504 members 
Mstep: Class 15 contains 1122 members 
Mstep: Class 16 contains 1916 members 
Mstep: Class 17 contains 14568 members 
Mstep: Class 18 contains 1502 members 
Mstep: Class 19 contains 2932 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 6730 members 
Mstep: Class 22 contains 14225 members 
Mstep: Class 23 contains 7938 members 
Mstep: Class 24 contains 6357 members 
Mstep: Class 25 contains 5143 members 
Mstep: Class 26 contains 9824 members 
Mstep: Class 27 contains 3948 members 
Mstep: Class 28 contains 2604 members 
Mstep: Class 29 contains 11410 members 
Mstep: Class 30 contains 96 members 
Mstep: Class 31 contains 15032 members 
Mstep: Class 32 contains 2917 members 
Mstep: Class 33 contains 2885 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 944 members 
Mstep: Class 36 contains 2166 members 
Mstep: Class 37 contains 4812 members 
Mstep: Class 38 contains 10969 members 
Mstep: Class 39 contains 1018 members 
Mstep: Class 40 contains 1315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373120.000000 Penalty: 25740.931641
Iteration 140F: 41 clusters Score -5.037312e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 20983 members 
Mstep: Class 3 contains 7992 members 
Mstep: Class 4 contains 481393 members 
Mstep: Class 5 contains 11792 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14371 members 
Mstep: Class 8 contains 13626 members 
Mstep: Class 9 contains 7531 members 
Mstep: Class 10 contains 4564 members 
Mstep: Class 11 contains 8077 members 
Mstep: Class 12 contains 561202 members 
Mstep: Class 13 contains 7645 members 
Mstep: Class 14 contains 107483 members 
Mstep: Class 15 contains 1117 members 
Mstep: Class 16 contains 1917 members 
Mstep: Class 17 contains 14573 members 
Mstep: Class 18 contains 1502 members 
Mstep: Class 19 contains 2933 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 6761 members 
Mstep: Class 22 contains 14225 members 
Mstep: Class 23 contains 7935 members 
Mstep: Class 24 contains 6358 members 
Mstep: Class 25 contains 5146 members 
Mstep: Class 26 contains 9811 members 
Mstep: Class 27 contains 3940 members 
Mstep: Class 28 contains 2609 members 
Mstep: Class 29 contains 11431 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15036 members 
Mstep: Class 32 contains 2916 members 
Mstep: Class 33 contains 2898 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 947 members 
Mstep: Class 36 contains 2167 members 
Mstep: Class 37 contains 4816 members 
Mstep: Class 38 contains 10972 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373256.000000 Penalty: 25740.931641
Iteration 141Q: 41 clusters Score -5.037326e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 20974 members 
Mstep: Class 3 contains 7986 members 
Mstep: Class 4 contains 481383 members 
Mstep: Class 5 contains 11787 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14381 members 
Mstep: Class 8 contains 13626 members 
Mstep: Class 9 contains 7529 members 
Mstep: Class 10 contains 4558 members 
Mstep: Class 11 contains 8080 members 
Mstep: Class 12 contains 561186 members 
Mstep: Class 13 contains 7649 members 
Mstep: Class 14 contains 107472 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 1919 members 
Mstep: Class 17 contains 14578 members 
Mstep: Class 18 contains 1504 members 
Mstep: Class 19 contains 2934 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 6793 members 
Mstep: Class 22 contains 14228 members 
Mstep: Class 23 contains 7931 members 
Mstep: Class 24 contains 6358 members 
Mstep: Class 25 contains 5151 members 
Mstep: Class 26 contains 9803 members 
Mstep: Class 27 contains 3922 members 
Mstep: Class 28 contains 2616 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15038 members 
Mstep: Class 32 contains 2916 members 
Mstep: Class 33 contains 2903 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 950 members 
Mstep: Class 36 contains 2166 members 
Mstep: Class 37 contains 4808 members 
Mstep: Class 38 contains 10970 members 
Mstep: Class 39 contains 1018 members 
Mstep: Class 40 contains 1334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373328.000000 Penalty: 25740.931641
Iteration 142Q: 41 clusters Score -5.037333e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 20964 members 
Mstep: Class 3 contains 7985 members 
Mstep: Class 4 contains 481389 members 
Mstep: Class 5 contains 11782 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14388 members 
Mstep: Class 8 contains 13627 members 
Mstep: Class 9 contains 7525 members 
Mstep: Class 10 contains 4557 members 
Mstep: Class 11 contains 8080 members 
Mstep: Class 12 contains 561169 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 107466 members 
Mstep: Class 15 contains 1120 members 
Mstep: Class 16 contains 1921 members 
Mstep: Class 17 contains 14585 members 
Mstep: Class 18 contains 1505 members 
Mstep: Class 19 contains 2935 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 6823 members 
Mstep: Class 22 contains 14228 members 
Mstep: Class 23 contains 7934 members 
Mstep: Class 24 contains 6357 members 
Mstep: Class 25 contains 5158 members 
Mstep: Class 26 contains 9790 members 
Mstep: Class 27 contains 3908 members 
Mstep: Class 28 contains 2624 members 
Mstep: Class 29 contains 11441 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15037 members 
Mstep: Class 32 contains 2915 members 
Mstep: Class 33 contains 2905 members 
Mstep: Class 34 contains 724 members 
Mstep: Class 35 contains 952 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 4803 members 
Mstep: Class 38 contains 10968 members 
Mstep: Class 39 contains 1018 members 
Mstep: Class 40 contains 1339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373264.000000 Penalty: 25740.931641
Iteration 143Q: 41 clusters Score -5.037326e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 20955 members 
Mstep: Class 3 contains 7981 members 
Mstep: Class 4 contains 481403 members 
Mstep: Class 5 contains 11774 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14390 members 
Mstep: Class 8 contains 13629 members 
Mstep: Class 9 contains 7522 members 
Mstep: Class 10 contains 4555 members 
Mstep: Class 11 contains 8079 members 
Mstep: Class 12 contains 561166 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 107456 members 
Mstep: Class 15 contains 1122 members 
Mstep: Class 16 contains 1922 members 
Mstep: Class 17 contains 14588 members 
Mstep: Class 18 contains 1509 members 
Mstep: Class 19 contains 2935 members 
Mstep: Class 20 contains 1748 members 
Mstep: Class 21 contains 6838 members 
Mstep: Class 22 contains 14226 members 
Mstep: Class 23 contains 7934 members 
Mstep: Class 24 contains 6357 members 
Mstep: Class 25 contains 5164 members 
Mstep: Class 26 contains 9778 members 
Mstep: Class 27 contains 3905 members 
Mstep: Class 28 contains 2627 members 
Mstep: Class 29 contains 11445 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15041 members 
Mstep: Class 32 contains 2913 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 724 members 
Mstep: Class 35 contains 957 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 4803 members 
Mstep: Class 38 contains 10961 members 
Mstep: Class 39 contains 1017 members 
Mstep: Class 40 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373264.000000 Penalty: 25740.931641
Iteration 144Q: 41 clusters Score -5.037326e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 20949 members 
Mstep: Class 3 contains 7978 members 
Mstep: Class 4 contains 481415 members 
Mstep: Class 5 contains 11767 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14390 members 
Mstep: Class 8 contains 13634 members 
Mstep: Class 9 contains 7519 members 
Mstep: Class 10 contains 4553 members 
Mstep: Class 11 contains 8076 members 
Mstep: Class 12 contains 561148 members 
Mstep: Class 13 contains 7655 members 
Mstep: Class 14 contains 107448 members 
Mstep: Class 15 contains 1124 members 
Mstep: Class 16 contains 1923 members 
Mstep: Class 17 contains 14591 members 
Mstep: Class 18 contains 1511 members 
Mstep: Class 19 contains 2935 members 
Mstep: Class 20 contains 1750 members 
Mstep: Class 21 contains 6855 members 
Mstep: Class 22 contains 14220 members 
Mstep: Class 23 contains 7934 members 
Mstep: Class 24 contains 6358 members 
Mstep: Class 25 contains 5173 members 
Mstep: Class 26 contains 9769 members 
Mstep: Class 27 contains 3905 members 
Mstep: Class 28 contains 2628 members 
Mstep: Class 29 contains 11447 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15045 members 
Mstep: Class 32 contains 2913 members 
Mstep: Class 33 contains 2908 members 
Mstep: Class 34 contains 724 members 
Mstep: Class 35 contains 959 members 
Mstep: Class 36 contains 2166 members 
Mstep: Class 37 contains 4805 members 
Mstep: Class 38 contains 10959 members 
Mstep: Class 39 contains 1017 members 
Mstep: Class 40 contains 1341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373348.000000 Penalty: 25740.931641
Iteration 145Q: 41 clusters Score -5.037335e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 20944 members 
Mstep: Class 3 contains 7975 members 
Mstep: Class 4 contains 481416 members 
Mstep: Class 5 contains 11754 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14389 members 
Mstep: Class 8 contains 13634 members 
Mstep: Class 9 contains 7519 members 
Mstep: Class 10 contains 4550 members 
Mstep: Class 11 contains 8071 members 
Mstep: Class 12 contains 561143 members 
Mstep: Class 13 contains 7659 members 
Mstep: Class 14 contains 107445 members 
Mstep: Class 15 contains 1124 members 
Mstep: Class 16 contains 1926 members 
Mstep: Class 17 contains 14596 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 2936 members 
Mstep: Class 20 contains 1750 members 
Mstep: Class 21 contains 6873 members 
Mstep: Class 22 contains 14219 members 
Mstep: Class 23 contains 7934 members 
Mstep: Class 24 contains 6357 members 
Mstep: Class 25 contains 5177 members 
Mstep: Class 26 contains 9757 members 
Mstep: Class 27 contains 3906 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 11448 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15045 members 
Mstep: Class 32 contains 2912 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 961 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 4805 members 
Mstep: Class 38 contains 10945 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373396.000000 Penalty: 25740.931641
Iteration 146Q: 41 clusters Score -5.03734e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 20943 members 
Mstep: Class 3 contains 7974 members 
Mstep: Class 4 contains 481411 members 
Mstep: Class 5 contains 11739 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14389 members 
Mstep: Class 8 contains 13636 members 
Mstep: Class 9 contains 7518 members 
Mstep: Class 10 contains 4551 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 561140 members 
Mstep: Class 13 contains 7662 members 
Mstep: Class 14 contains 107436 members 
Mstep: Class 15 contains 1128 members 
Mstep: Class 16 contains 1927 members 
Mstep: Class 17 contains 14596 members 
Mstep: Class 18 contains 1528 members 
Mstep: Class 19 contains 2935 members 
Mstep: Class 20 contains 1750 members 
Mstep: Class 21 contains 6884 members 
Mstep: Class 22 contains 14220 members 
Mstep: Class 23 contains 7932 members 
Mstep: Class 24 contains 6357 members 
Mstep: Class 25 contains 5183 members 
Mstep: Class 26 contains 9752 members 
Mstep: Class 27 contains 3906 members 
Mstep: Class 28 contains 2631 members 
Mstep: Class 29 contains 11450 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15050 members 
Mstep: Class 32 contains 2911 members 
Mstep: Class 33 contains 2924 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 962 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 4808 members 
Mstep: Class 38 contains 10933 members 
Mstep: Class 39 contains 1018 members 
Mstep: Class 40 contains 1348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373308.000000 Penalty: 25740.931641
Iteration 147Q: 41 clusters Score -5.037331e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 20939 members 
Mstep: Class 3 contains 7970 members 
Mstep: Class 4 contains 481410 members 
Mstep: Class 5 contains 11721 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14389 members 
Mstep: Class 8 contains 13639 members 
Mstep: Class 9 contains 7519 members 
Mstep: Class 10 contains 4549 members 
Mstep: Class 11 contains 8066 members 
Mstep: Class 12 contains 561151 members 
Mstep: Class 13 contains 7663 members 
Mstep: Class 14 contains 107420 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 1928 members 
Mstep: Class 17 contains 14601 members 
Mstep: Class 18 contains 1537 members 
Mstep: Class 19 contains 2935 members 
Mstep: Class 20 contains 1752 members 
Mstep: Class 21 contains 6892 members 
Mstep: Class 22 contains 14221 members 
Mstep: Class 23 contains 7933 members 
Mstep: Class 24 contains 6356 members 
Mstep: Class 25 contains 5189 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 3902 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 11451 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15049 members 
Mstep: Class 32 contains 2908 members 
Mstep: Class 33 contains 2929 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 963 members 
Mstep: Class 36 contains 2166 members 
Mstep: Class 37 contains 4818 members 
Mstep: Class 38 contains 10920 members 
Mstep: Class 39 contains 1018 members 
Mstep: Class 40 contains 1355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373396.000000 Penalty: 25740.931641
Iteration 148Q: 41 clusters Score -5.03734e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 20932 members 
Mstep: Class 3 contains 7967 members 
Mstep: Class 4 contains 481410 members 
Mstep: Class 5 contains 11703 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 14385 members 
Mstep: Class 8 contains 13642 members 
Mstep: Class 9 contains 7519 members 
Mstep: Class 10 contains 4549 members 
Mstep: Class 11 contains 8065 members 
Mstep: Class 12 contains 561161 members 
Mstep: Class 13 contains 7663 members 
Mstep: Class 14 contains 107399 members 
Mstep: Class 15 contains 1132 members 
Mstep: Class 16 contains 1929 members 
Mstep: Class 17 contains 14605 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 2936 members 
Mstep: Class 20 contains 1755 members 
Mstep: Class 21 contains 6900 members 
Mstep: Class 22 contains 14223 members 
Mstep: Class 23 contains 7934 members 
Mstep: Class 24 contains 6356 members 
Mstep: Class 25 contains 5195 members 
Mstep: Class 26 contains 9738 members 
Mstep: Class 27 contains 3898 members 
Mstep: Class 28 contains 2629 members 
Mstep: Class 29 contains 11452 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15049 members 
Mstep: Class 32 contains 2904 members 
Mstep: Class 33 contains 2938 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 963 members 
Mstep: Class 36 contains 2167 members 
Mstep: Class 37 contains 4827 members 
Mstep: Class 38 contains 10909 members 
Mstep: Class 39 contains 1018 members 
Mstep: Class 40 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373424.000000 Penalty: 25740.931641
Iteration 149Q: 41 clusters Score -5.037342e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 20925 members 
Mstep: Class 3 contains 7961 members 
Mstep: Class 4 contains 481412 members 
Mstep: Class 5 contains 11687 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 14388 members 
Mstep: Class 8 contains 13641 members 
Mstep: Class 9 contains 7520 members 
Mstep: Class 10 contains 4546 members 
Mstep: Class 11 contains 8062 members 
Mstep: Class 12 contains 561179 members 
Mstep: Class 13 contains 7660 members 
Mstep: Class 14 contains 107381 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 1933 members 
Mstep: Class 17 contains 14607 members 
Mstep: Class 18 contains 1554 members 
Mstep: Class 19 contains 2937 members 
Mstep: Class 20 contains 1752 members 
Mstep: Class 21 contains 6912 members 
Mstep: Class 22 contains 14224 members 
Mstep: Class 23 contains 7936 members 
Mstep: Class 24 contains 6355 members 
Mstep: Class 25 contains 5200 members 
Mstep: Class 26 contains 9735 members 
Mstep: Class 27 contains 3895 members 
Mstep: Class 28 contains 2628 members 
Mstep: Class 29 contains 11451 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15051 members 
Mstep: Class 32 contains 2904 members 
Mstep: Class 33 contains 2945 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 965 members 
Mstep: Class 36 contains 2167 members 
Mstep: Class 37 contains 4830 members 
Mstep: Class 38 contains 10895 members 
Mstep: Class 39 contains 1018 members 
Mstep: Class 40 contains 1368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373416.000000 Penalty: 25740.931641
Iteration 150Q: 41 clusters Score -5.037342e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 20918 members 
Mstep: Class 3 contains 7957 members 
Mstep: Class 4 contains 481408 members 
Mstep: Class 5 contains 11666 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 14385 members 
Mstep: Class 8 contains 13643 members 
Mstep: Class 9 contains 7521 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 8064 members 
Mstep: Class 12 contains 561185 members 
Mstep: Class 13 contains 7658 members 
Mstep: Class 14 contains 107370 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 1940 members 
Mstep: Class 17 contains 14614 members 
Mstep: Class 18 contains 1569 members 
Mstep: Class 19 contains 2939 members 
Mstep: Class 20 contains 1751 members 
Mstep: Class 21 contains 6916 members 
Mstep: Class 22 contains 14226 members 
Mstep: Class 23 contains 7936 members 
Mstep: Class 24 contains 6355 members 
Mstep: Class 25 contains 5202 members 
Mstep: Class 26 contains 9734 members 
Mstep: Class 27 contains 3892 members 
Mstep: Class 28 contains 2627 members 
Mstep: Class 29 contains 11451 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15053 members 
Mstep: Class 32 contains 2905 members 
Mstep: Class 33 contains 2952 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 968 members 
Mstep: Class 36 contains 2167 members 
Mstep: Class 37 contains 4831 members 
Mstep: Class 38 contains 10890 members 
Mstep: Class 39 contains 1018 members 
Mstep: Class 40 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373408.000000 Penalty: 25740.931641
Iteration 151Q: 41 clusters Score -5.037341e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 20913 members 
Mstep: Class 3 contains 7949 members 
Mstep: Class 4 contains 481410 members 
Mstep: Class 5 contains 11657 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14384 members 
Mstep: Class 8 contains 13646 members 
Mstep: Class 9 contains 7521 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 8063 members 
Mstep: Class 12 contains 561193 members 
Mstep: Class 13 contains 7658 members 
Mstep: Class 14 contains 107351 members 
Mstep: Class 15 contains 1126 members 
Mstep: Class 16 contains 1946 members 
Mstep: Class 17 contains 14618 members 
Mstep: Class 18 contains 1575 members 
Mstep: Class 19 contains 2941 members 
Mstep: Class 20 contains 1750 members 
Mstep: Class 21 contains 6921 members 
Mstep: Class 22 contains 14227 members 
Mstep: Class 23 contains 7937 members 
Mstep: Class 24 contains 6353 members 
Mstep: Class 25 contains 5205 members 
Mstep: Class 26 contains 9733 members 
Mstep: Class 27 contains 3888 members 
Mstep: Class 28 contains 2627 members 
Mstep: Class 29 contains 11452 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15052 members 
Mstep: Class 32 contains 2905 members 
Mstep: Class 33 contains 2962 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 970 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 4832 members 
Mstep: Class 38 contains 10886 members 
Mstep: Class 39 contains 1018 members 
Mstep: Class 40 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373384.000000 Penalty: 25740.931641
Iteration 152Q: 41 clusters Score -5.037338e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 20910 members 
Mstep: Class 3 contains 7946 members 
Mstep: Class 4 contains 481410 members 
Mstep: Class 5 contains 11641 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14379 members 
Mstep: Class 8 contains 13649 members 
Mstep: Class 9 contains 7521 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 561202 members 
Mstep: Class 13 contains 7656 members 
Mstep: Class 14 contains 107334 members 
Mstep: Class 15 contains 1122 members 
Mstep: Class 16 contains 1950 members 
Mstep: Class 17 contains 14622 members 
Mstep: Class 18 contains 1586 members 
Mstep: Class 19 contains 2941 members 
Mstep: Class 20 contains 1751 members 
Mstep: Class 21 contains 6928 members 
Mstep: Class 22 contains 14229 members 
Mstep: Class 23 contains 7935 members 
Mstep: Class 24 contains 6354 members 
Mstep: Class 25 contains 5206 members 
Mstep: Class 26 contains 9732 members 
Mstep: Class 27 contains 3878 members 
Mstep: Class 28 contains 2629 members 
Mstep: Class 29 contains 11452 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15054 members 
Mstep: Class 32 contains 2903 members 
Mstep: Class 33 contains 2973 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 970 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 4835 members 
Mstep: Class 38 contains 10882 members 
Mstep: Class 39 contains 1018 members 
Mstep: Class 40 contains 1377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373364.000000 Penalty: 25740.931641
Iteration 153Q: 41 clusters Score -5.037336e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 20907 members 
Mstep: Class 3 contains 7945 members 
Mstep: Class 4 contains 481410 members 
Mstep: Class 5 contains 11630 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14373 members 
Mstep: Class 8 contains 13648 members 
Mstep: Class 9 contains 7521 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 8056 members 
Mstep: Class 12 contains 561205 members 
Mstep: Class 13 contains 7656 members 
Mstep: Class 14 contains 107320 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 1952 members 
Mstep: Class 17 contains 14623 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 2941 members 
Mstep: Class 20 contains 1749 members 
Mstep: Class 21 contains 6932 members 
Mstep: Class 22 contains 14228 members 
Mstep: Class 23 contains 7935 members 
Mstep: Class 24 contains 6354 members 
Mstep: Class 25 contains 5208 members 
Mstep: Class 26 contains 9732 members 
Mstep: Class 27 contains 3876 members 
Mstep: Class 28 contains 2630 members 
Mstep: Class 29 contains 11452 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15055 members 
Mstep: Class 32 contains 2902 members 
Mstep: Class 33 contains 2989 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 4837 members 
Mstep: Class 38 contains 10877 members 
Mstep: Class 39 contains 1018 members 
Mstep: Class 40 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373408.000000 Penalty: 25740.931641
Iteration 154Q: 41 clusters Score -5.037341e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 20906 members 
Mstep: Class 3 contains 7942 members 
Mstep: Class 4 contains 481411 members 
Mstep: Class 5 contains 11618 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 14364 members 
Mstep: Class 8 contains 13647 members 
Mstep: Class 9 contains 7521 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 8056 members 
Mstep: Class 12 contains 561207 members 
Mstep: Class 13 contains 7655 members 
Mstep: Class 14 contains 107299 members 
Mstep: Class 15 contains 1117 members 
Mstep: Class 16 contains 1958 members 
Mstep: Class 17 contains 14627 members 
Mstep: Class 18 contains 1602 members 
Mstep: Class 19 contains 2941 members 
Mstep: Class 20 contains 1750 members 
Mstep: Class 21 contains 6935 members 
Mstep: Class 22 contains 14226 members 
Mstep: Class 23 contains 7933 members 
Mstep: Class 24 contains 6354 members 
Mstep: Class 25 contains 5209 members 
Mstep: Class 26 contains 9731 members 
Mstep: Class 27 contains 3873 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 11450 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15056 members 
Mstep: Class 32 contains 2901 members 
Mstep: Class 33 contains 3012 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 4837 members 
Mstep: Class 38 contains 10872 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373380.000000 Penalty: 25740.931641
Iteration 155Q: 41 clusters Score -5.037338e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 20907 members 
Mstep: Class 3 contains 7939 members 
Mstep: Class 4 contains 481414 members 
Mstep: Class 5 contains 11602 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 14341 members 
Mstep: Class 8 contains 13649 members 
Mstep: Class 9 contains 7521 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 8055 members 
Mstep: Class 12 contains 561210 members 
Mstep: Class 13 contains 7654 members 
Mstep: Class 14 contains 107284 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 1961 members 
Mstep: Class 17 contains 14631 members 
Mstep: Class 18 contains 1612 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 6939 members 
Mstep: Class 22 contains 14223 members 
Mstep: Class 23 contains 7934 members 
Mstep: Class 24 contains 6351 members 
Mstep: Class 25 contains 5214 members 
Mstep: Class 26 contains 9726 members 
Mstep: Class 27 contains 3869 members 
Mstep: Class 28 contains 2634 members 
Mstep: Class 29 contains 11450 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15056 members 
Mstep: Class 32 contains 2899 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 2171 members 
Mstep: Class 37 contains 4839 members 
Mstep: Class 38 contains 10869 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373360.000000 Penalty: 25740.931641
Iteration 156Q: 41 clusters Score -5.037336e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 20903 members 
Mstep: Class 3 contains 7934 members 
Mstep: Class 4 contains 481429 members 
Mstep: Class 5 contains 11587 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 14333 members 
Mstep: Class 8 contains 13646 members 
Mstep: Class 9 contains 7520 members 
Mstep: Class 10 contains 4541 members 
Mstep: Class 11 contains 8056 members 
Mstep: Class 12 contains 561219 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 107263 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 1966 members 
Mstep: Class 17 contains 14632 members 
Mstep: Class 18 contains 1617 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 6944 members 
Mstep: Class 22 contains 14225 members 
Mstep: Class 23 contains 7934 members 
Mstep: Class 24 contains 6349 members 
Mstep: Class 25 contains 5220 members 
Mstep: Class 26 contains 9724 members 
Mstep: Class 27 contains 3864 members 
Mstep: Class 28 contains 2636 members 
Mstep: Class 29 contains 11452 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15059 members 
Mstep: Class 32 contains 2896 members 
Mstep: Class 33 contains 3049 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 2171 members 
Mstep: Class 37 contains 4841 members 
Mstep: Class 38 contains 10863 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373340.000000 Penalty: 25740.931641
Iteration 157Q: 41 clusters Score -5.037334e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 20896 members 
Mstep: Class 3 contains 7932 members 
Mstep: Class 4 contains 481446 members 
Mstep: Class 5 contains 11576 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 14326 members 
Mstep: Class 8 contains 13648 members 
Mstep: Class 9 contains 7519 members 
Mstep: Class 10 contains 4541 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 561228 members 
Mstep: Class 13 contains 7649 members 
Mstep: Class 14 contains 107235 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 1967 members 
Mstep: Class 17 contains 14633 members 
Mstep: Class 18 contains 1622 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 6952 members 
Mstep: Class 22 contains 14225 members 
Mstep: Class 23 contains 7935 members 
Mstep: Class 24 contains 6349 members 
Mstep: Class 25 contains 5227 members 
Mstep: Class 26 contains 9724 members 
Mstep: Class 27 contains 3858 members 
Mstep: Class 28 contains 2642 members 
Mstep: Class 29 contains 11454 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15059 members 
Mstep: Class 32 contains 2887 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 4843 members 
Mstep: Class 38 contains 10858 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373396.000000 Penalty: 25740.931641
Iteration 158Q: 41 clusters Score -5.03734e+07 nChanged 125
Entering ConstructFrom: 
Score: -50373396.000000 Penalty: 25740.931641
Entering ConstructFrom: 
Trying to split cluster 1 (4343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Entering Unmasked Estep 
Score: -170334.781250 Penalty: 381.122589
	Iteration 0F: 2 clusters Score -170334.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -167444.437500 Penalty: 762.245178
	Iteration 0F: 3 clusters Score -167444.4 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -168592.125000 Penalty: 762.245178
	Iteration 1F: 3 clusters Score -168592.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -168853.875000 Penalty: 762.245178
	Iteration 2F: 3 clusters Score -168853.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -169123.031250 Penalty: 762.245178
	Iteration 3F: 3 clusters Score -169123 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -169376.890625 Penalty: 762.245178
	Iteration 4F: 3 clusters Score -169376.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -169591.859375 Penalty: 762.245178
	Iteration 5F: 3 clusters Score -169591.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -169753.156250 Penalty: 762.245178
	Iteration 6Q: 3 clusters Score -169753.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -169855.000000 Penalty: 762.245178
	Iteration 7Q: 3 clusters Score -169855 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -169935.375000 Penalty: 762.245178
	Iteration 8Q: 3 clusters Score -169935.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -169976.937500 Penalty: 762.245178
	Iteration 9Q: 3 clusters Score -169976.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -169994.906250 Penalty: 762.245178
	Iteration 10Q: 3 clusters Score -169994.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -170001.593750 Penalty: 762.245178
	Iteration 11Q: 3 clusters Score -170001.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -170006.281250 Penalty: 762.245178
	Iteration 12Q: 3 clusters Score -170006.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -170011.468750 Penalty: 762.245178
	Iteration 13Q: 3 clusters Score -170011.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -170016.015625 Penalty: 762.245178
	Iteration 14Q: 3 clusters Score -170016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -170019.546875 Penalty: 762.245178
	Iteration 15Q: 3 clusters Score -170019.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -170021.109375 Penalty: 762.245178
	Iteration 16Q: 3 clusters Score -170021.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -170021.984375 Penalty: 762.245178
	Iteration 17Q: 3 clusters Score -170022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -170022.953125 Penalty: 762.245178
	Iteration 18Q: 3 clusters Score -170023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -170023.703125 Penalty: 762.245178
	Iteration 19Q: 3 clusters Score -170023.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -170026.453125 Penalty: 762.245178
	Iteration 20F: 3 clusters Score -170026.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -170029.390625 Penalty: 762.245178
	Iteration 21Q: 3 clusters Score -170029.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -170030.984375 Penalty: 762.245178
	Iteration 22Q: 3 clusters Score -170031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -170033.875000 Penalty: 762.245178
	Iteration 23Q: 3 clusters Score -170033.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -170036.468750 Penalty: 762.245178
	Iteration 24Q: 3 clusters Score -170036.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -170037.265625 Penalty: 762.245178
	Iteration 25Q: 3 clusters Score -170037.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -170037.265625 Penalty: 762.245178
	Iteration 26F: 3 clusters Score -170037.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Entering Unmasked Estep 
Score: -783980.187500 Penalty: 452.583130
	Iteration 0F: 2 clusters Score -783980.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -770075.062500 Penalty: 905.166260
	Iteration 0F: 3 clusters Score -770075.1 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -775581.062500 Penalty: 905.166260
	Iteration 1F: 3 clusters Score -775581.1 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -775801.437500 Penalty: 905.166260
	Iteration 2Q: 3 clusters Score -775801.4 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -776136.562500 Penalty: 905.166260
	Iteration 3Q: 3 clusters Score -776136.6 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -776604.812500 Penalty: 905.166260
	Iteration 4F: 3 clusters Score -776604.8 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -777138.125000 Penalty: 905.166260
	Iteration 5F: 3 clusters Score -777138.1 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -777672.375000 Penalty: 905.166260
	Iteration 6F: 3 clusters Score -777672.4 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -778257.687500 Penalty: 905.166260
	Iteration 7F: 3 clusters Score -778257.7 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -778923.812500 Penalty: 905.166260
	Iteration 8F: 3 clusters Score -778923.8 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -779646.750000 Penalty: 905.166260
	Iteration 9F: 3 clusters Score -779646.8 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -780353.000000 Penalty: 905.166260
	Iteration 10Q: 3 clusters Score -780353 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -780882.125000 Penalty: 905.166260
	Iteration 11Q: 3 clusters Score -780882.1 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -781205.312500 Penalty: 905.166260
	Iteration 12Q: 3 clusters Score -781205.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -781415.750000 Penalty: 905.166260
	Iteration 13Q: 3 clusters Score -781415.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -781585.250000 Penalty: 905.166260
	Iteration 14Q: 3 clusters Score -781585.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -781734.437500 Penalty: 905.166260
	Iteration 15Q: 3 clusters Score -781734.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -781929.250000 Penalty: 905.166260
	Iteration 16Q: 3 clusters Score -781929.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -782156.312500 Penalty: 905.166260
	Iteration 17Q: 3 clusters Score -782156.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -782373.000000 Penalty: 905.166260
	Iteration 18Q: 3 clusters Score -782373 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -782562.937500 Penalty: 905.166260
	Iteration 19Q: 3 clusters Score -782562.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -782756.875000 Penalty: 905.166260
	Iteration 20F: 3 clusters Score -782756.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -782928.375000 Penalty: 905.166260
	Iteration 21Q: 3 clusters Score -782928.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -783042.812500 Penalty: 905.166260
	Iteration 22Q: 3 clusters Score -783042.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -783123.562500 Penalty: 905.166260
	Iteration 23Q: 3 clusters Score -783123.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -783190.375000 Penalty: 905.166260
	Iteration 24Q: 3 clusters Score -783190.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -783234.375000 Penalty: 905.166260
	Iteration 25Q: 3 clusters Score -783234.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -783269.750000 Penalty: 905.166260
	Iteration 26Q: 3 clusters Score -783269.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -783289.375000 Penalty: 905.166260
	Iteration 27Q: 3 clusters Score -783289.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -783317.937500 Penalty: 905.166260
	Iteration 28Q: 3 clusters Score -783317.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -783335.250000 Penalty: 905.166260
	Iteration 29Q: 3 clusters Score -783335.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -783348.687500 Penalty: 905.166260
	Iteration 30Q: 3 clusters Score -783348.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -783361.687500 Penalty: 905.166260
	Iteration 31Q: 3 clusters Score -783361.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -783373.187500 Penalty: 905.166260
	Iteration 32Q: 3 clusters Score -783373.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -783386.812500 Penalty: 905.166260
	Iteration 33Q: 3 clusters Score -783386.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -783401.500000 Penalty: 905.166260
	Iteration 34Q: 3 clusters Score -783401.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -783414.000000 Penalty: 905.166260
	Iteration 35Q: 3 clusters Score -783414 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -783424.125000 Penalty: 905.166260
	Iteration 36Q: 3 clusters Score -783424.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -783439.000000 Penalty: 905.166260
	Iteration 37Q: 3 clusters Score -783439 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -783453.625000 Penalty: 905.166260
	Iteration 38Q: 3 clusters Score -783453.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -783463.125000 Penalty: 905.166260
	Iteration 39Q: 3 clusters Score -783463.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -783470.375000 Penalty: 905.166260
	Iteration 40F: 3 clusters Score -783470.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -783477.437500 Penalty: 905.166260
	Iteration 41Q: 3 clusters Score -783477.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -783482.375000 Penalty: 905.166260
	Iteration 42Q: 3 clusters Score -783482.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -783487.812500 Penalty: 905.166260
	Iteration 43Q: 3 clusters Score -783487.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -783492.812500 Penalty: 905.166260
	Iteration 44Q: 3 clusters Score -783492.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -783493.562500 Penalty: 905.166260
	Iteration 45Q: 3 clusters Score -783493.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -783497.500000 Penalty: 905.166260
	Iteration 46Q: 3 clusters Score -783497.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -783498.125000 Penalty: 905.166260
	Iteration 47Q: 3 clusters Score -783498.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -783503.812500 Penalty: 905.166260
	Iteration 48Q: 3 clusters Score -783503.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -783508.625000 Penalty: 905.166260
	Iteration 49Q: 3 clusters Score -783508.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -783509.625000 Penalty: 905.166260
	Iteration 50Q: 3 clusters Score -783509.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -783511.000000 Penalty: 905.166260
	Iteration 51Q: 3 clusters Score -783511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -783511.937500 Penalty: 905.166260
	Iteration 52Q: 3 clusters Score -783511.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -783514.625000 Penalty: 905.166260
	Iteration 53Q: 3 clusters Score -783514.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -783516.312500 Penalty: 905.166260
	Iteration 54Q: 3 clusters Score -783516.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -783517.687500 Penalty: 905.166260
	Iteration 55Q: 3 clusters Score -783517.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -783522.312500 Penalty: 905.166260
	Iteration 56Q: 3 clusters Score -783522.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -783526.312500 Penalty: 905.166260
	Iteration 57Q: 3 clusters Score -783526.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -783533.187500 Penalty: 905.166260
	Iteration 58Q: 3 clusters Score -783533.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -783535.062500 Penalty: 905.166260
	Iteration 59Q: 3 clusters Score -783535.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -783538.500000 Penalty: 905.166260
	Iteration 60F: 3 clusters Score -783538.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -783538.000000 Penalty: 905.166260
	Iteration 61Q: 3 clusters Score -783538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -783541.812500 Penalty: 905.166260
	Iteration 62Q: 3 clusters Score -783541.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -783542.625000 Penalty: 905.166260
	Iteration 63Q: 3 clusters Score -783542.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -783548.187500 Penalty: 905.166260
	Iteration 64Q: 3 clusters Score -783548.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -783551.437500 Penalty: 905.166260
	Iteration 65Q: 3 clusters Score -783551.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -783555.062500 Penalty: 905.166260
	Iteration 66Q: 3 clusters Score -783555.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -783561.250000 Penalty: 905.166260
	Iteration 67Q: 3 clusters Score -783561.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -783564.250000 Penalty: 905.166260
	Iteration 68Q: 3 clusters Score -783564.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -783568.312500 Penalty: 905.166260
	Iteration 69Q: 3 clusters Score -783568.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -783567.125000 Penalty: 905.166260
	Iteration 70Q: 3 clusters Score -783567.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -783567.437500 Penalty: 905.166260
	Iteration 71Q: 3 clusters Score -783567.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -783573.437500 Penalty: 905.166260
	Iteration 72Q: 3 clusters Score -783573.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -783572.937500 Penalty: 905.166260
	Iteration 73Q: 3 clusters Score -783572.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -783573.812500 Penalty: 905.166260
	Iteration 74Q: 3 clusters Score -783573.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -783576.187500 Penalty: 905.166260
	Iteration 75Q: 3 clusters Score -783576.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -783575.625000 Penalty: 905.166260
	Iteration 76Q: 3 clusters Score -783575.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -783575.812500 Penalty: 905.166260
	Iteration 77Q: 3 clusters Score -783575.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -783578.187500 Penalty: 905.166260
	Iteration 78Q: 3 clusters Score -783578.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -783580.187500 Penalty: 905.166260
	Iteration 79Q: 3 clusters Score -783580.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -783580.687500 Penalty: 905.166260
	Iteration 80F: 3 clusters Score -783580.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -783581.687500 Penalty: 905.166260
	Iteration 81Q: 3 clusters Score -783581.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -783583.187500 Penalty: 905.166260
	Iteration 82Q: 3 clusters Score -783583.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -783581.437500 Penalty: 905.166260
	Iteration 83Q: 3 clusters Score -783581.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -783581.187500 Penalty: 905.166260
	Iteration 84Q: 3 clusters Score -783581.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -783580.437500 Penalty: 905.166260
	Iteration 85Q: 3 clusters Score -783580.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -783582.187500 Penalty: 905.166260
	Iteration 86Q: 3 clusters Score -783582.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -783584.125000 Penalty: 905.166260
	Iteration 87Q: 3 clusters Score -783584.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -783584.125000 Penalty: 905.166260
	Iteration 88Q: 3 clusters Score -783584.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -783584.437500 Penalty: 905.166260
	Iteration 89Q: 3 clusters Score -783584.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -783583.875000 Penalty: 905.166260
	Iteration 90Q: 3 clusters Score -783583.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -783585.437500 Penalty: 905.166260
	Iteration 91Q: 3 clusters Score -783585.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -783586.062500 Penalty: 905.166260
	Iteration 92Q: 3 clusters Score -783586.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -783585.250000 Penalty: 905.166260
	Iteration 93Q: 3 clusters Score -783585.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -783585.187500 Penalty: 905.166260
	Iteration 94Q: 3 clusters Score -783585.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -783586.000000 Penalty: 905.166260
	Iteration 95Q: 3 clusters Score -783586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -783586.000000 Penalty: 905.166260
	Iteration 96Q: 3 clusters Score -783586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -783586.687500 Penalty: 905.166260
	Iteration 97Q: 3 clusters Score -783586.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -783585.437500 Penalty: 905.166260
	Iteration 98Q: 3 clusters Score -783585.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -783587.875000 Penalty: 905.166260
	Iteration 99Q: 3 clusters Score -783587.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -783588.500000 Penalty: 905.166260
	Iteration 100F: 3 clusters Score -783588.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -783588.375000 Penalty: 905.166260
	Iteration 101Q: 3 clusters Score -783588.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -783588.562500 Penalty: 905.166260
	Iteration 102Q: 3 clusters Score -783588.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -783588.125000 Penalty: 905.166260
	Iteration 103Q: 3 clusters Score -783588.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -783587.687500 Penalty: 905.166260
	Iteration 104Q: 3 clusters Score -783587.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -783588.562500 Penalty: 905.166260
	Iteration 105Q: 3 clusters Score -783588.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -783588.250000 Penalty: 905.166260
	Iteration 106Q: 3 clusters Score -783588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -783588.437500 Penalty: 905.166260
	Iteration 107Q: 3 clusters Score -783588.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -783587.937500 Penalty: 905.166260
	Iteration 108Q: 3 clusters Score -783587.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -783588.187500 Penalty: 905.166260
	Iteration 109Q: 3 clusters Score -783588.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -783588.187500 Penalty: 905.166260
	Iteration 110F: 3 clusters Score -783588.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Entering Unmasked Estep 
Score: -289393.406250 Penalty: 408.511841
	Iteration 0F: 2 clusters Score -289393.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -284154.375000 Penalty: 817.023682
	Iteration 0F: 3 clusters Score -284154.4 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -286109.875000 Penalty: 817.023682
	Iteration 1F: 3 clusters Score -286109.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -286308.281250 Penalty: 817.023682
	Iteration 2Q: 3 clusters Score -286308.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -286596.625000 Penalty: 817.023682
	Iteration 3F: 3 clusters Score -286596.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -286932.343750 Penalty: 817.023682
	Iteration 4F: 3 clusters Score -286932.3 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -287302.593750 Penalty: 817.023682
	Iteration 5F: 3 clusters Score -287302.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -287706.562500 Penalty: 817.023682
	Iteration 6F: 3 clusters Score -287706.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -288083.375000 Penalty: 817.023682
	Iteration 7F: 3 clusters Score -288083.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -288360.781250 Penalty: 817.023682
	Iteration 8F: 3 clusters Score -288360.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -288582.062500 Penalty: 817.023682
	Iteration 9Q: 3 clusters Score -288582.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -288815.406250 Penalty: 817.023682
	Iteration 10Q: 3 clusters Score -288815.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -289033.250000 Penalty: 817.023682
	Iteration 11Q: 3 clusters Score -289033.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -289144.156250 Penalty: 817.023682
	Iteration 12Q: 3 clusters Score -289144.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -289221.531250 Penalty: 817.023682
	Iteration 13Q: 3 clusters Score -289221.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -289280.156250 Penalty: 817.023682
	Iteration 14Q: 3 clusters Score -289280.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -289319.218750 Penalty: 817.023682
	Iteration 15Q: 3 clusters Score -289319.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -289341.750000 Penalty: 817.023682
	Iteration 16Q: 3 clusters Score -289341.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -289356.562500 Penalty: 817.023682
	Iteration 17Q: 3 clusters Score -289356.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -289366.125000 Penalty: 817.023682
	Iteration 18Q: 3 clusters Score -289366.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -289370.562500 Penalty: 817.023682
	Iteration 19Q: 3 clusters Score -289370.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -289372.906250 Penalty: 817.023682
	Iteration 20F: 3 clusters Score -289372.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -289375.468750 Penalty: 817.023682
	Iteration 21Q: 3 clusters Score -289375.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -289375.906250 Penalty: 817.023682
	Iteration 22Q: 3 clusters Score -289375.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -289378.281250 Penalty: 817.023682
	Iteration 23Q: 3 clusters Score -289378.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -289379.906250 Penalty: 817.023682
	Iteration 24Q: 3 clusters Score -289379.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -289381.031250 Penalty: 817.023682
	Iteration 25Q: 3 clusters Score -289381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -289382.187500 Penalty: 817.023682
	Iteration 26Q: 3 clusters Score -289382.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -289382.312500 Penalty: 817.023682
	Iteration 27Q: 3 clusters Score -289382.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -289382.312500 Penalty: 817.023682
	Iteration 28F: 3 clusters Score -289382.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (481462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481462 members 
Entering Unmasked Estep 
Score: -18459970.000000 Penalty: 595.348511
	Iteration 0F: 2 clusters Score -1.845997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240705 members 
Mstep: Class 2 contains 240757 members 
Entering Unmasked Estep 
Score: -18137242.000000 Penalty: 1190.697021
	Iteration 0F: 3 clusters Score -1.813724e+07 nChanged 238107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238068 members 
Mstep: Class 2 contains 243394 members 
Entering Unmasked Estep 
Score: -18282426.000000 Penalty: 1190.697021
	Iteration 1F: 3 clusters Score -1.828243e+07 nChanged 15280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240914 members 
Mstep: Class 2 contains 240548 members 
Entering Unmasked Estep 
Score: -18286106.000000 Penalty: 1190.697021
	Iteration 2Q: 3 clusters Score -1.828611e+07 nChanged 18005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246545 members 
Mstep: Class 2 contains 234917 members 
Entering Unmasked Estep 
Score: -18291558.000000 Penalty: 1190.697021
	Iteration 3Q: 3 clusters Score -1.829156e+07 nChanged 21258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255249 members 
Mstep: Class 2 contains 226213 members 
Entering Unmasked Estep 
Score: -18299358.000000 Penalty: 1190.697021
	Iteration 4Q: 3 clusters Score -1.829936e+07 nChanged 24163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266824 members 
Mstep: Class 2 contains 214638 members 
Entering Unmasked Estep 
Score: -18308640.000000 Penalty: 1190.697021
	Iteration 5F: 3 clusters Score -1.830864e+07 nChanged 25054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280524 members 
Mstep: Class 2 contains 200938 members 
Entering Unmasked Estep 
Score: -18319126.000000 Penalty: 1190.697021
	Iteration 6F: 3 clusters Score -1.831913e+07 nChanged 24802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296086 members 
Mstep: Class 2 contains 185376 members 
Entering Unmasked Estep 
Score: -18329490.000000 Penalty: 1190.697021
	Iteration 7F: 3 clusters Score -1.832949e+07 nChanged 24322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314036 members 
Mstep: Class 2 contains 167426 members 
Entering Unmasked Estep 
Score: -18341382.000000 Penalty: 1190.697021
	Iteration 8F: 3 clusters Score -1.834138e+07 nChanged 24456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334702 members 
Mstep: Class 2 contains 146760 members 
Entering Unmasked Estep 
Score: -18356430.000000 Penalty: 1190.697021
	Iteration 9F: 3 clusters Score -1.835643e+07 nChanged 25177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358331 members 
Mstep: Class 2 contains 123131 members 
Entering Unmasked Estep 
Score: -18374580.000000 Penalty: 1190.697021
	Iteration 10F: 3 clusters Score -1.837458e+07 nChanged 24602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382419 members 
Mstep: Class 2 contains 99043 members 
Entering Unmasked Estep 
Score: -18394336.000000 Penalty: 1190.697021
	Iteration 11F: 3 clusters Score -1.839434e+07 nChanged 22636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404947 members 
Mstep: Class 2 contains 76515 members 
Entering Unmasked Estep 
Score: -18411628.000000 Penalty: 1190.697021
	Iteration 12Q: 3 clusters Score -1.841163e+07 nChanged 18953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423900 members 
Mstep: Class 2 contains 57562 members 
Entering Unmasked Estep 
Score: -18425576.000000 Penalty: 1190.697021
	Iteration 13Q: 3 clusters Score -1.842558e+07 nChanged 15210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439110 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -18435936.000000 Penalty: 1190.697021
	Iteration 14Q: 3 clusters Score -1.843594e+07 nChanged 12148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451258 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -18443886.000000 Penalty: 1190.697021
	Iteration 15Q: 3 clusters Score -1.844389e+07 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460604 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -18449740.000000 Penalty: 1190.697021
	Iteration 16Q: 3 clusters Score -1.844974e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467261 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -18453878.000000 Penalty: 1190.697021
	Iteration 17Q: 3 clusters Score -1.845388e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471633 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -18456460.000000 Penalty: 1190.697021
	Iteration 18Q: 3 clusters Score -1.845646e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474408 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -18458004.000000 Penalty: 1190.697021
	Iteration 19Q: 3 clusters Score -1.8458e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476168 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -18458816.000000 Penalty: 1190.697021
	Iteration 20F: 3 clusters Score -1.845882e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477309 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -18459498.000000 Penalty: 1190.697021
	Iteration 21Q: 3 clusters Score -1.84595e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478008 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -18459742.000000 Penalty: 1190.697021
	Iteration 22Q: 3 clusters Score -1.845974e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478484 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -18459956.000000 Penalty: 1190.697021
	Iteration 23Q: 3 clusters Score -1.845996e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478811 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -18460106.000000 Penalty: 1190.697021
	Iteration 24Q: 3 clusters Score -1.846011e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479066 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -18460144.000000 Penalty: 1190.697021
	Iteration 25Q: 3 clusters Score -1.846014e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479229 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -18460172.000000 Penalty: 1190.697021
	Iteration 26Q: 3 clusters Score -1.846017e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479377 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -18460196.000000 Penalty: 1190.697021
	Iteration 27Q: 3 clusters Score -1.84602e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479498 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -18460246.000000 Penalty: 1190.697021
	Iteration 28Q: 3 clusters Score -1.846025e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479601 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -18460230.000000 Penalty: 1190.697021
	Iteration 29Q: 3 clusters Score -1.846023e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479707 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -18460256.000000 Penalty: 1190.697021
	Iteration 30Q: 3 clusters Score -1.846026e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479774 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -18460240.000000 Penalty: 1190.697021
	Iteration 31Q: 3 clusters Score -1.846024e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479823 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -18460212.000000 Penalty: 1190.697021
	Iteration 32Q: 3 clusters Score -1.846021e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479852 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -18460240.000000 Penalty: 1190.697021
	Iteration 33Q: 3 clusters Score -1.846024e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479872 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -18460236.000000 Penalty: 1190.697021
	Iteration 34Q: 3 clusters Score -1.846024e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479891 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -18460202.000000 Penalty: 1190.697021
	Iteration 35Q: 3 clusters Score -1.84602e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479914 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -18460216.000000 Penalty: 1190.697021
	Iteration 36Q: 3 clusters Score -1.846022e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479922 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -18460236.000000 Penalty: 1190.697021
	Iteration 37Q: 3 clusters Score -1.846024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479930 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -18460232.000000 Penalty: 1190.697021
	Iteration 38Q: 3 clusters Score -1.846023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479937 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -18460234.000000 Penalty: 1190.697021
	Iteration 39Q: 3 clusters Score -1.846023e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479947 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -18460224.000000 Penalty: 1190.697021
	Iteration 40F: 3 clusters Score -1.846022e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479953 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -18460202.000000 Penalty: 1190.697021
	Iteration 41Q: 3 clusters Score -1.84602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479963 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -18460218.000000 Penalty: 1190.697021
	Iteration 42Q: 3 clusters Score -1.846022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479969 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -18460222.000000 Penalty: 1190.697021
	Iteration 43Q: 3 clusters Score -1.846022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479971 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -18460222.000000 Penalty: 1190.697021
	Iteration 44Q: 3 clusters Score -1.846022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479976 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -18460216.000000 Penalty: 1190.697021
	Iteration 45Q: 3 clusters Score -1.846022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479982 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -18460214.000000 Penalty: 1190.697021
	Iteration 46Q: 3 clusters Score -1.846021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479986 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -18460218.000000 Penalty: 1190.697021
	Iteration 47Q: 3 clusters Score -1.846022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479989 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -18460226.000000 Penalty: 1190.697021
	Iteration 48Q: 3 clusters Score -1.846023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479992 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -18460220.000000 Penalty: 1190.697021
	Iteration 49Q: 3 clusters Score -1.846022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479994 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -18460220.000000 Penalty: 1190.697021
	Iteration 50Q: 3 clusters Score -1.846022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479995 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -18460206.000000 Penalty: 1190.697021
	Iteration 51Q: 3 clusters Score -1.846021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479998 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -18460204.000000 Penalty: 1190.697021
	Iteration 52Q: 3 clusters Score -1.84602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479999 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -18460206.000000 Penalty: 1190.697021
	Iteration 53Q: 3 clusters Score -1.846021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480001 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -18460200.000000 Penalty: 1190.697021
	Iteration 54Q: 3 clusters Score -1.84602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480004 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -18460204.000000 Penalty: 1190.697021
	Iteration 55Q: 3 clusters Score -1.84602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480004 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -18460198.000000 Penalty: 1190.697021
	Iteration 56Q: 3 clusters Score -1.84602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480006 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -18460188.000000 Penalty: 1190.697021
	Iteration 57Q: 3 clusters Score -1.846019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480007 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -18460186.000000 Penalty: 1190.697021
	Iteration 58Q: 3 clusters Score -1.846019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480007 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -18460186.000000 Penalty: 1190.697021
	Iteration 59F: 3 clusters Score -1.846019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 20887 members 
Mstep: Class 3 contains 7929 members 
Mstep: Class 4 contains 480007 members 
Mstep: Class 5 contains 11570 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14320 members 
Mstep: Class 8 contains 13648 members 
Mstep: Class 9 contains 7519 members 
Mstep: Class 10 contains 4540 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 561236 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 107214 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 1965 members 
Mstep: Class 17 contains 14635 members 
Mstep: Class 18 contains 1622 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 6963 members 
Mstep: Class 22 contains 14223 members 
Mstep: Class 23 contains 7935 members 
Mstep: Class 24 contains 6347 members 
Mstep: Class 25 contains 5232 members 
Mstep: Class 26 contains 9721 members 
Mstep: Class 27 contains 3852 members 
Mstep: Class 28 contains 2646 members 
Mstep: Class 29 contains 11456 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15059 members 
Mstep: Class 32 contains 2886 members 
Mstep: Class 33 contains 3074 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 4842 members 
Mstep: Class 38 contains 10856 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1389 members 
Mstep: Class 41 contains 1455 members 
Entering Unmasked Estep 
Score: -50373232.000000 Penalty: 26384.455078
Splitting cluster 4 changes total score from -50373396.000000 to -50373232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (11570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Entering Unmasked Estep 
Score: -420246.500000 Penalty: 425.705750
	Iteration 0F: 2 clusters Score -420246.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -412510.593750 Penalty: 851.411499
	Iteration 0F: 3 clusters Score -412510.6 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -416377.531250 Penalty: 851.411499
	Iteration 1F: 3 clusters Score -416377.5 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -417450.062500 Penalty: 851.411499
	Iteration 2F: 3 clusters Score -417450.1 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -418380.406250 Penalty: 851.411499
	Iteration 3F: 3 clusters Score -418380.4 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -418936.687500 Penalty: 851.411499
	Iteration 4F: 3 clusters Score -418936.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -419286.093750 Penalty: 851.411499
	Iteration 5Q: 3 clusters Score -419286.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -419602.218750 Penalty: 851.411499
	Iteration 6Q: 3 clusters Score -419602.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -419840.312500 Penalty: 851.411499
	Iteration 7Q: 3 clusters Score -419840.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -420006.812500 Penalty: 851.411499
	Iteration 8Q: 3 clusters Score -420006.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -420121.968750 Penalty: 851.411499
	Iteration 9Q: 3 clusters Score -420122 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -420181.156250 Penalty: 851.411499
	Iteration 10Q: 3 clusters Score -420181.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -420222.656250 Penalty: 851.411499
	Iteration 11Q: 3 clusters Score -420222.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -420252.562500 Penalty: 851.411499
	Iteration 12Q: 3 clusters Score -420252.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -420272.281250 Penalty: 851.411499
	Iteration 13Q: 3 clusters Score -420272.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -420287.593750 Penalty: 851.411499
	Iteration 14Q: 3 clusters Score -420287.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -420302.250000 Penalty: 851.411499
	Iteration 15Q: 3 clusters Score -420302.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -420313.031250 Penalty: 851.411499
	Iteration 16Q: 3 clusters Score -420313 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -420320.500000 Penalty: 851.411499
	Iteration 17Q: 3 clusters Score -420320.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -420325.656250 Penalty: 851.411499
	Iteration 18Q: 3 clusters Score -420325.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -420331.812500 Penalty: 851.411499
	Iteration 19Q: 3 clusters Score -420331.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -420338.187500 Penalty: 851.411499
	Iteration 20F: 3 clusters Score -420338.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -420342.062500 Penalty: 851.411499
	Iteration 21Q: 3 clusters Score -420342.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -420347.156250 Penalty: 851.411499
	Iteration 22Q: 3 clusters Score -420347.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -420349.093750 Penalty: 851.411499
	Iteration 23Q: 3 clusters Score -420349.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -420350.468750 Penalty: 851.411499
	Iteration 24Q: 3 clusters Score -420350.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -420353.843750 Penalty: 851.411499
	Iteration 25Q: 3 clusters Score -420353.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -420355.125000 Penalty: 851.411499
	Iteration 26Q: 3 clusters Score -420355.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -420356.625000 Penalty: 851.411499
	Iteration 27Q: 3 clusters Score -420356.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -420357.750000 Penalty: 851.411499
	Iteration 28Q: 3 clusters Score -420357.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -420358.375000 Penalty: 851.411499
	Iteration 29Q: 3 clusters Score -420358.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -420360.250000 Penalty: 851.411499
	Iteration 30Q: 3 clusters Score -420360.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -420360.625000 Penalty: 851.411499
	Iteration 31Q: 3 clusters Score -420360.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -420362.968750 Penalty: 851.411499
	Iteration 32Q: 3 clusters Score -420363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -420363.281250 Penalty: 851.411499
	Iteration 33Q: 3 clusters Score -420363.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -420365.125000 Penalty: 851.411499
	Iteration 34Q: 3 clusters Score -420365.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -420367.250000 Penalty: 851.411499
	Iteration 35Q: 3 clusters Score -420367.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -420368.531250 Penalty: 851.411499
	Iteration 36Q: 3 clusters Score -420368.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -420368.031250 Penalty: 851.411499
	Iteration 37Q: 3 clusters Score -420368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -420370.781250 Penalty: 851.411499
	Iteration 38Q: 3 clusters Score -420370.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -420371.656250 Penalty: 851.411499
	Iteration 39Q: 3 clusters Score -420371.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -420373.343750 Penalty: 851.411499
	Iteration 40F: 3 clusters Score -420373.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -420375.781250 Penalty: 851.411499
	Iteration 41Q: 3 clusters Score -420375.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -420376.625000 Penalty: 851.411499
	Iteration 42Q: 3 clusters Score -420376.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -420378.156250 Penalty: 851.411499
	Iteration 43Q: 3 clusters Score -420378.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -420380.312500 Penalty: 851.411499
	Iteration 44Q: 3 clusters Score -420380.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -420380.843750 Penalty: 851.411499
	Iteration 45Q: 3 clusters Score -420380.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -420381.562500 Penalty: 851.411499
	Iteration 46Q: 3 clusters Score -420381.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -420382.781250 Penalty: 851.411499
	Iteration 47Q: 3 clusters Score -420382.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -420383.531250 Penalty: 851.411499
	Iteration 48Q: 3 clusters Score -420383.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -420383.187500 Penalty: 851.411499
	Iteration 49Q: 3 clusters Score -420383.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -420383.531250 Penalty: 851.411499
	Iteration 50Q: 3 clusters Score -420383.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -420383.562500 Penalty: 851.411499
	Iteration 51Q: 3 clusters Score -420383.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -420383.375000 Penalty: 851.411499
	Iteration 52Q: 3 clusters Score -420383.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -420383.343750 Penalty: 851.411499
	Iteration 53Q: 3 clusters Score -420383.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -420383.343750 Penalty: 851.411499
	Iteration 54F: 3 clusters Score -420383.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 20887 members 
Mstep: Class 3 contains 7929 members 
Mstep: Class 4 contains 481462 members 
Mstep: Class 5 contains 1570 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14320 members 
Mstep: Class 8 contains 13648 members 
Mstep: Class 9 contains 7519 members 
Mstep: Class 10 contains 4540 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 561236 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 107214 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 1965 members 
Mstep: Class 17 contains 14635 members 
Mstep: Class 18 contains 1622 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 6963 members 
Mstep: Class 22 contains 14223 members 
Mstep: Class 23 contains 7935 members 
Mstep: Class 24 contains 6347 members 
Mstep: Class 25 contains 5232 members 
Mstep: Class 26 contains 9721 members 
Mstep: Class 27 contains 3852 members 
Mstep: Class 28 contains 2646 members 
Mstep: Class 29 contains 11456 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15059 members 
Mstep: Class 32 contains 2886 members 
Mstep: Class 33 contains 3074 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 4842 members 
Mstep: Class 38 contains 10856 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1389 members 
Mstep: Class 41 contains 10000 members 
Entering Unmasked Estep 
Score: -50373240.000000 Penalty: 26384.455078
Splitting cluster 5 changes total score from -50373396.000000 to -50373240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Entering Unmasked Estep 
Score: -74757.281250 Penalty: 348.449341
	Iteration 0F: 2 clusters Score -74757.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -73257.164062 Penalty: 696.898682
	Iteration 0F: 3 clusters Score -73257.16 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -73784.328125 Penalty: 696.898682
	Iteration 1F: 3 clusters Score -73784.33 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -73830.335938 Penalty: 696.898682
	Iteration 2Q: 3 clusters Score -73830.34 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -73872.101562 Penalty: 696.898682
	Iteration 3Q: 3 clusters Score -73872.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -73906.804688 Penalty: 696.898682
	Iteration 4Q: 3 clusters Score -73906.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -73941.492188 Penalty: 696.898682
	Iteration 5Q: 3 clusters Score -73941.49 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -73984.664062 Penalty: 696.898682
	Iteration 6Q: 3 clusters Score -73984.66 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -74031.468750 Penalty: 696.898682
	Iteration 7Q: 3 clusters Score -74031.47 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -74086.031250 Penalty: 696.898682
	Iteration 8Q: 3 clusters Score -74086.03 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -74147.796875 Penalty: 696.898682
	Iteration 9Q: 3 clusters Score -74147.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -74218.125000 Penalty: 696.898682
	Iteration 10Q: 3 clusters Score -74218.12 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -74279.828125 Penalty: 696.898682
	Iteration 11Q: 3 clusters Score -74279.83 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -74327.968750 Penalty: 696.898682
	Iteration 12Q: 3 clusters Score -74327.97 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -74363.375000 Penalty: 696.898682
	Iteration 13Q: 3 clusters Score -74363.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -74393.679688 Penalty: 696.898682
	Iteration 14Q: 3 clusters Score -74393.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -74411.304688 Penalty: 696.898682
	Iteration 15Q: 3 clusters Score -74411.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -74422.851562 Penalty: 696.898682
	Iteration 16Q: 3 clusters Score -74422.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -74433.671875 Penalty: 696.898682
	Iteration 17Q: 3 clusters Score -74433.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -74443.007812 Penalty: 696.898682
	Iteration 18Q: 3 clusters Score -74443.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -74448.437500 Penalty: 696.898682
	Iteration 19Q: 3 clusters Score -74448.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -74453.265625 Penalty: 696.898682
	Iteration 20F: 3 clusters Score -74453.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -74457.898438 Penalty: 696.898682
	Iteration 21Q: 3 clusters Score -74457.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -74460.710938 Penalty: 696.898682
	Iteration 22Q: 3 clusters Score -74460.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -74462.343750 Penalty: 696.898682
	Iteration 23Q: 3 clusters Score -74462.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -74463.578125 Penalty: 696.898682
	Iteration 24Q: 3 clusters Score -74463.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -74467.789062 Penalty: 696.898682
	Iteration 25Q: 3 clusters Score -74467.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -74471.265625 Penalty: 696.898682
	Iteration 26Q: 3 clusters Score -74471.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -74474.843750 Penalty: 696.898682
	Iteration 27Q: 3 clusters Score -74474.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -74478.882812 Penalty: 696.898682
	Iteration 28Q: 3 clusters Score -74478.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -74482.859375 Penalty: 696.898682
	Iteration 29Q: 3 clusters Score -74482.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -74487.335938 Penalty: 696.898682
	Iteration 30Q: 3 clusters Score -74487.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -74488.820312 Penalty: 696.898682
	Iteration 31Q: 3 clusters Score -74488.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -74488.890625 Penalty: 696.898682
	Iteration 32Q: 3 clusters Score -74488.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -74488.890625 Penalty: 696.898682
	Iteration 33F: 3 clusters Score -74488.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Entering Unmasked Estep 
Score: -521552.937500 Penalty: 435.408264
	Iteration 0F: 2 clusters Score -521552.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -512023.562500 Penalty: 870.816528
	Iteration 0F: 3 clusters Score -512023.6 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -515889.625000 Penalty: 870.816528
	Iteration 1F: 3 clusters Score -515889.6 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -516152.406250 Penalty: 870.816528
	Iteration 2Q: 3 clusters Score -516152.4 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -516477.468750 Penalty: 870.816528
	Iteration 3Q: 3 clusters Score -516477.5 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -516843.750000 Penalty: 870.816528
	Iteration 4Q: 3 clusters Score -516843.8 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -517238.375000 Penalty: 870.816528
	Iteration 5Q: 3 clusters Score -517238.4 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -517708.343750 Penalty: 870.816528
	Iteration 6Q: 3 clusters Score -517708.3 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -518248.062500 Penalty: 870.816528
	Iteration 7F: 3 clusters Score -518248.1 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -518737.062500 Penalty: 870.816528
	Iteration 8F: 3 clusters Score -518737.1 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -519088.656250 Penalty: 870.816528
	Iteration 9Q: 3 clusters Score -519088.7 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -519279.812500 Penalty: 870.816528
	Iteration 10Q: 3 clusters Score -519279.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -519395.750000 Penalty: 870.816528
	Iteration 11Q: 3 clusters Score -519395.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -519499.031250 Penalty: 870.816528
	Iteration 12Q: 3 clusters Score -519499 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -519592.656250 Penalty: 870.816528
	Iteration 13Q: 3 clusters Score -519592.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -519688.281250 Penalty: 870.816528
	Iteration 14Q: 3 clusters Score -519688.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -519774.906250 Penalty: 870.816528
	Iteration 15Q: 3 clusters Score -519774.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -519855.718750 Penalty: 870.816528
	Iteration 16Q: 3 clusters Score -519855.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -519918.125000 Penalty: 870.816528
	Iteration 17Q: 3 clusters Score -519918.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -519979.906250 Penalty: 870.816528
	Iteration 18Q: 3 clusters Score -519979.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -520039.250000 Penalty: 870.816528
	Iteration 19Q: 3 clusters Score -520039.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -520083.125000 Penalty: 870.816528
	Iteration 20F: 3 clusters Score -520083.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -520129.656250 Penalty: 870.816528
	Iteration 21Q: 3 clusters Score -520129.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -520185.875000 Penalty: 870.816528
	Iteration 22Q: 3 clusters Score -520185.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -520250.937500 Penalty: 870.816528
	Iteration 23Q: 3 clusters Score -520250.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -520327.375000 Penalty: 870.816528
	Iteration 24Q: 3 clusters Score -520327.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -520403.375000 Penalty: 870.816528
	Iteration 25Q: 3 clusters Score -520403.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -520468.531250 Penalty: 870.816528
	Iteration 26Q: 3 clusters Score -520468.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -520537.656250 Penalty: 870.816528
	Iteration 27Q: 3 clusters Score -520537.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -520611.500000 Penalty: 870.816528
	Iteration 28Q: 3 clusters Score -520611.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -520674.187500 Penalty: 870.816528
	Iteration 29Q: 3 clusters Score -520674.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -520742.531250 Penalty: 870.816528
	Iteration 30Q: 3 clusters Score -520742.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -520809.968750 Penalty: 870.816528
	Iteration 31Q: 3 clusters Score -520810 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -520866.187500 Penalty: 870.816528
	Iteration 32Q: 3 clusters Score -520866.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -520900.781250 Penalty: 870.816528
	Iteration 33Q: 3 clusters Score -520900.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -520929.343750 Penalty: 870.816528
	Iteration 34Q: 3 clusters Score -520929.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -520964.187500 Penalty: 870.816528
	Iteration 35Q: 3 clusters Score -520964.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -520998.062500 Penalty: 870.816528
	Iteration 36Q: 3 clusters Score -520998.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -521033.656250 Penalty: 870.816528
	Iteration 37Q: 3 clusters Score -521033.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -521059.843750 Penalty: 870.816528
	Iteration 38Q: 3 clusters Score -521059.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -521084.437500 Penalty: 870.816528
	Iteration 39Q: 3 clusters Score -521084.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -521105.218750 Penalty: 870.816528
	Iteration 40F: 3 clusters Score -521105.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -521120.406250 Penalty: 870.816528
	Iteration 41Q: 3 clusters Score -521120.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -521127.218750 Penalty: 870.816528
	Iteration 42Q: 3 clusters Score -521127.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -521136.156250 Penalty: 870.816528
	Iteration 43Q: 3 clusters Score -521136.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -521142.812500 Penalty: 870.816528
	Iteration 44Q: 3 clusters Score -521142.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -521147.375000 Penalty: 870.816528
	Iteration 45Q: 3 clusters Score -521147.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -521153.250000 Penalty: 870.816528
	Iteration 46Q: 3 clusters Score -521153.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -521160.750000 Penalty: 870.816528
	Iteration 47Q: 3 clusters Score -521160.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -521164.968750 Penalty: 870.816528
	Iteration 48Q: 3 clusters Score -521165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -521167.531250 Penalty: 870.816528
	Iteration 49Q: 3 clusters Score -521167.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -521171.656250 Penalty: 870.816528
	Iteration 50Q: 3 clusters Score -521171.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -521173.156250 Penalty: 870.816528
	Iteration 51Q: 3 clusters Score -521173.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -521176.343750 Penalty: 870.816528
	Iteration 52Q: 3 clusters Score -521176.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -521177.968750 Penalty: 870.816528
	Iteration 53Q: 3 clusters Score -521178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -521178.281250 Penalty: 870.816528
	Iteration 54Q: 3 clusters Score -521178.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -521179.406250 Penalty: 870.816528
	Iteration 55Q: 3 clusters Score -521179.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -521180.937500 Penalty: 870.816528
	Iteration 56Q: 3 clusters Score -521180.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -521184.062500 Penalty: 870.816528
	Iteration 57Q: 3 clusters Score -521184.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -521185.093750 Penalty: 870.816528
	Iteration 58Q: 3 clusters Score -521185.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -521186.531250 Penalty: 870.816528
	Iteration 59Q: 3 clusters Score -521186.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -521188.031250 Penalty: 870.816528
	Iteration 60F: 3 clusters Score -521188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -521190.968750 Penalty: 870.816528
	Iteration 61Q: 3 clusters Score -521191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -521193.093750 Penalty: 870.816528
	Iteration 62Q: 3 clusters Score -521193.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -521194.281250 Penalty: 870.816528
	Iteration 63Q: 3 clusters Score -521194.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -521194.562500 Penalty: 870.816528
	Iteration 64Q: 3 clusters Score -521194.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -521196.187500 Penalty: 870.816528
	Iteration 65Q: 3 clusters Score -521196.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -521196.593750 Penalty: 870.816528
	Iteration 66Q: 3 clusters Score -521196.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -521197.281250 Penalty: 870.816528
	Iteration 67Q: 3 clusters Score -521197.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -521197.218750 Penalty: 870.816528
	Iteration 68Q: 3 clusters Score -521197.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -521197.500000 Penalty: 870.816528
	Iteration 69Q: 3 clusters Score -521197.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -521197.500000 Penalty: 870.816528
	Iteration 70F: 3 clusters Score -521197.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Entering Unmasked Estep 
Score: -492530.031250 Penalty: 433.221344
	Iteration 0F: 2 clusters Score -492530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -483399.968750 Penalty: 866.442688
	Iteration 0F: 3 clusters Score -483400 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -487478.187500 Penalty: 866.442688
	Iteration 1F: 3 clusters Score -487478.2 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -488104.718750 Penalty: 866.442688
	Iteration 2F: 3 clusters Score -488104.7 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -488946.406250 Penalty: 866.442688
	Iteration 3F: 3 clusters Score -488946.4 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -489886.906250 Penalty: 866.442688
	Iteration 4F: 3 clusters Score -489886.9 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -490738.343750 Penalty: 866.442688
	Iteration 5F: 3 clusters Score -490738.3 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -491367.156250 Penalty: 866.442688
	Iteration 6F: 3 clusters Score -491367.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -491845.906250 Penalty: 866.442688
	Iteration 7Q: 3 clusters Score -491845.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -492170.000000 Penalty: 866.442688
	Iteration 8Q: 3 clusters Score -492170 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -492410.843750 Penalty: 866.442688
	Iteration 9Q: 3 clusters Score -492410.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -492602.531250 Penalty: 866.442688
	Iteration 10Q: 3 clusters Score -492602.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -492726.656250 Penalty: 866.442688
	Iteration 11Q: 3 clusters Score -492726.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -492792.812500 Penalty: 866.442688
	Iteration 12Q: 3 clusters Score -492792.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -492830.562500 Penalty: 866.442688
	Iteration 13Q: 3 clusters Score -492830.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -492851.687500 Penalty: 866.442688
	Iteration 14Q: 3 clusters Score -492851.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -492862.968750 Penalty: 866.442688
	Iteration 15Q: 3 clusters Score -492863 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -492870.687500 Penalty: 866.442688
	Iteration 16Q: 3 clusters Score -492870.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -492874.687500 Penalty: 866.442688
	Iteration 17Q: 3 clusters Score -492874.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -492877.625000 Penalty: 866.442688
	Iteration 18Q: 3 clusters Score -492877.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -492880.093750 Penalty: 866.442688
	Iteration 19Q: 3 clusters Score -492880.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -492884.625000 Penalty: 866.442688
	Iteration 20F: 3 clusters Score -492884.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -492886.187500 Penalty: 866.442688
	Iteration 21Q: 3 clusters Score -492886.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -492886.718750 Penalty: 866.442688
	Iteration 22Q: 3 clusters Score -492886.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -492887.218750 Penalty: 866.442688
	Iteration 23Q: 3 clusters Score -492887.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -492887.093750 Penalty: 866.442688
	Iteration 24Q: 3 clusters Score -492887.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -492889.343750 Penalty: 866.442688
	Iteration 25Q: 3 clusters Score -492889.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -492888.750000 Penalty: 866.442688
	Iteration 26Q: 3 clusters Score -492888.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -492889.468750 Penalty: 866.442688
	Iteration 27Q: 3 clusters Score -492889.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -492890.031250 Penalty: 866.442688
	Iteration 28Q: 3 clusters Score -492890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -492889.625000 Penalty: 866.442688
	Iteration 29Q: 3 clusters Score -492889.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -492889.156250 Penalty: 866.442688
	Iteration 30Q: 3 clusters Score -492889.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -492888.687500 Penalty: 866.442688
	Iteration 31Q: 3 clusters Score -492888.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -492888.968750 Penalty: 866.442688
	Iteration 32Q: 3 clusters Score -492889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -492890.000000 Penalty: 866.442688
	Iteration 33Q: 3 clusters Score -492890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -492890.437500 Penalty: 866.442688
	Iteration 34Q: 3 clusters Score -492890.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -492889.843750 Penalty: 866.442688
	Iteration 35Q: 3 clusters Score -492889.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -492890.625000 Penalty: 866.442688
	Iteration 36Q: 3 clusters Score -492890.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -492891.343750 Penalty: 866.442688
	Iteration 37Q: 3 clusters Score -492891.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -492891.343750 Penalty: 866.442688
	Iteration 38F: 3 clusters Score -492891.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 20887 members 
Mstep: Class 3 contains 7929 members 
Mstep: Class 4 contains 481462 members 
Mstep: Class 5 contains 11570 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14320 members 
Mstep: Class 8 contains 12220 members 
Mstep: Class 9 contains 7519 members 
Mstep: Class 10 contains 4540 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 561236 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 107214 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 1965 members 
Mstep: Class 17 contains 14635 members 
Mstep: Class 18 contains 1622 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 6963 members 
Mstep: Class 22 contains 14223 members 
Mstep: Class 23 contains 7935 members 
Mstep: Class 24 contains 6347 members 
Mstep: Class 25 contains 5232 members 
Mstep: Class 26 contains 9721 members 
Mstep: Class 27 contains 3852 members 
Mstep: Class 28 contains 2646 members 
Mstep: Class 29 contains 11456 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15059 members 
Mstep: Class 32 contains 2886 members 
Mstep: Class 33 contains 3074 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 4842 members 
Mstep: Class 38 contains 10856 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1389 members 
Mstep: Class 41 contains 1428 members 
Entering Unmasked Estep 
Score: -50373540.000000 Penalty: 26384.455078
Splitting cluster 8 changes total score from -50373396.000000 to -50373540.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -280344.875000 Penalty: 406.096069
	Iteration 0F: 2 clusters Score -280344.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -275266.687500 Penalty: 812.192139
	Iteration 0F: 3 clusters Score -275266.7 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -277275.437500 Penalty: 812.192139
	Iteration 1F: 3 clusters Score -277275.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -277424.281250 Penalty: 812.192139
	Iteration 2Q: 3 clusters Score -277424.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -277598.468750 Penalty: 812.192139
	Iteration 3Q: 3 clusters Score -277598.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -277840.218750 Penalty: 812.192139
	Iteration 4F: 3 clusters Score -277840.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -278164.656250 Penalty: 812.192139
	Iteration 5F: 3 clusters Score -278164.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -278502.937500 Penalty: 812.192139
	Iteration 6F: 3 clusters Score -278502.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -278797.218750 Penalty: 812.192139
	Iteration 7F: 3 clusters Score -278797.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -279092.093750 Penalty: 812.192139
	Iteration 8Q: 3 clusters Score -279092.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -279382.875000 Penalty: 812.192139
	Iteration 9Q: 3 clusters Score -279382.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -279559.750000 Penalty: 812.192139
	Iteration 10Q: 3 clusters Score -279559.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -279643.468750 Penalty: 812.192139
	Iteration 11Q: 3 clusters Score -279643.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -279695.312500 Penalty: 812.192139
	Iteration 12Q: 3 clusters Score -279695.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -279740.281250 Penalty: 812.192139
	Iteration 13Q: 3 clusters Score -279740.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -279778.593750 Penalty: 812.192139
	Iteration 14Q: 3 clusters Score -279778.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -279807.156250 Penalty: 812.192139
	Iteration 15Q: 3 clusters Score -279807.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -279832.250000 Penalty: 812.192139
	Iteration 16Q: 3 clusters Score -279832.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -279848.437500 Penalty: 812.192139
	Iteration 17Q: 3 clusters Score -279848.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -279861.562500 Penalty: 812.192139
	Iteration 18Q: 3 clusters Score -279861.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -279875.218750 Penalty: 812.192139
	Iteration 19Q: 3 clusters Score -279875.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -279889.656250 Penalty: 812.192139
	Iteration 20F: 3 clusters Score -279889.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -279902.312500 Penalty: 812.192139
	Iteration 21Q: 3 clusters Score -279902.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -279917.500000 Penalty: 812.192139
	Iteration 22Q: 3 clusters Score -279917.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -279931.281250 Penalty: 812.192139
	Iteration 23Q: 3 clusters Score -279931.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -279943.281250 Penalty: 812.192139
	Iteration 24Q: 3 clusters Score -279943.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -279952.218750 Penalty: 812.192139
	Iteration 25Q: 3 clusters Score -279952.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -279957.531250 Penalty: 812.192139
	Iteration 26Q: 3 clusters Score -279957.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -279963.718750 Penalty: 812.192139
	Iteration 27Q: 3 clusters Score -279963.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -279971.625000 Penalty: 812.192139
	Iteration 28Q: 3 clusters Score -279971.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -279980.281250 Penalty: 812.192139
	Iteration 29Q: 3 clusters Score -279980.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -279987.906250 Penalty: 812.192139
	Iteration 30Q: 3 clusters Score -279987.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -279989.937500 Penalty: 812.192139
	Iteration 31Q: 3 clusters Score -279989.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -279992.218750 Penalty: 812.192139
	Iteration 32Q: 3 clusters Score -279992.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -279994.843750 Penalty: 812.192139
	Iteration 33Q: 3 clusters Score -279994.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -279996.906250 Penalty: 812.192139
	Iteration 34Q: 3 clusters Score -279996.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -279999.187500 Penalty: 812.192139
	Iteration 35Q: 3 clusters Score -279999.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -280000.875000 Penalty: 812.192139
	Iteration 36Q: 3 clusters Score -280000.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -280001.468750 Penalty: 812.192139
	Iteration 37Q: 3 clusters Score -280001.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -280002.156250 Penalty: 812.192139
	Iteration 38Q: 3 clusters Score -280002.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -280002.687500 Penalty: 812.192139
	Iteration 39Q: 3 clusters Score -280002.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -280003.562500 Penalty: 812.192139
	Iteration 40F: 3 clusters Score -280003.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -280003.937500 Penalty: 812.192139
	Iteration 41Q: 3 clusters Score -280003.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -280004.625000 Penalty: 812.192139
	Iteration 42Q: 3 clusters Score -280004.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -280004.812500 Penalty: 812.192139
	Iteration 43Q: 3 clusters Score -280004.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -280006.531250 Penalty: 812.192139
	Iteration 44Q: 3 clusters Score -280006.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -280007.125000 Penalty: 812.192139
	Iteration 45Q: 3 clusters Score -280007.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -280007.843750 Penalty: 812.192139
	Iteration 46Q: 3 clusters Score -280007.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -280008.125000 Penalty: 812.192139
	Iteration 47Q: 3 clusters Score -280008.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -280008.000000 Penalty: 812.192139
	Iteration 48Q: 3 clusters Score -280008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -280008.312500 Penalty: 812.192139
	Iteration 49Q: 3 clusters Score -280008.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -280009.000000 Penalty: 812.192139
	Iteration 50Q: 3 clusters Score -280009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -280010.593750 Penalty: 812.192139
	Iteration 51Q: 3 clusters Score -280010.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -280012.156250 Penalty: 812.192139
	Iteration 52Q: 3 clusters Score -280012.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -280014.031250 Penalty: 812.192139
	Iteration 53Q: 3 clusters Score -280014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -280015.093750 Penalty: 812.192139
	Iteration 54Q: 3 clusters Score -280015.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -280016.187500 Penalty: 812.192139
	Iteration 55Q: 3 clusters Score -280016.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -280016.750000 Penalty: 812.192139
	Iteration 56Q: 3 clusters Score -280016.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -280017.406250 Penalty: 812.192139
	Iteration 57Q: 3 clusters Score -280017.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -280018.625000 Penalty: 812.192139
	Iteration 58Q: 3 clusters Score -280018.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -280019.187500 Penalty: 812.192139
	Iteration 59Q: 3 clusters Score -280019.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -280019.343750 Penalty: 812.192139
	Iteration 60F: 3 clusters Score -280019.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -280019.687500 Penalty: 812.192139
	Iteration 61Q: 3 clusters Score -280019.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -280019.312500 Penalty: 812.192139
	Iteration 62Q: 3 clusters Score -280019.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -280019.937500 Penalty: 812.192139
	Iteration 63Q: 3 clusters Score -280019.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -280020.125000 Penalty: 812.192139
	Iteration 64Q: 3 clusters Score -280020.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -280020.218750 Penalty: 812.192139
	Iteration 65Q: 3 clusters Score -280020.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -280020.906250 Penalty: 812.192139
	Iteration 66Q: 3 clusters Score -280020.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -280021.218750 Penalty: 812.192139
	Iteration 67Q: 3 clusters Score -280021.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -280021.406250 Penalty: 812.192139
	Iteration 68Q: 3 clusters Score -280021.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -280021.750000 Penalty: 812.192139
	Iteration 69Q: 3 clusters Score -280021.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -280021.531250 Penalty: 812.192139
	Iteration 70Q: 3 clusters Score -280021.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -280021.968750 Penalty: 812.192139
	Iteration 71Q: 3 clusters Score -280022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -280022.000000 Penalty: 812.192139
	Iteration 72Q: 3 clusters Score -280022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -280021.593750 Penalty: 812.192139
	Iteration 73Q: 3 clusters Score -280021.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -280021.968750 Penalty: 812.192139
	Iteration 74Q: 3 clusters Score -280022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -280022.156250 Penalty: 812.192139
	Iteration 75Q: 3 clusters Score -280022.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -280022.750000 Penalty: 812.192139
	Iteration 76Q: 3 clusters Score -280022.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -280022.093750 Penalty: 812.192139
	Iteration 77Q: 3 clusters Score -280022.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -280024.187500 Penalty: 812.192139
	Iteration 78Q: 3 clusters Score -280024.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -280024.343750 Penalty: 812.192139
	Iteration 79Q: 3 clusters Score -280024.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -280025.468750 Penalty: 812.192139
	Iteration 80F: 3 clusters Score -280025.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -280025.781250 Penalty: 812.192139
	Iteration 81Q: 3 clusters Score -280025.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -280027.312500 Penalty: 812.192139
	Iteration 82Q: 3 clusters Score -280027.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -280027.093750 Penalty: 812.192139
	Iteration 83Q: 3 clusters Score -280027.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -280027.343750 Penalty: 812.192139
	Iteration 84Q: 3 clusters Score -280027.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -280027.437500 Penalty: 812.192139
	Iteration 85Q: 3 clusters Score -280027.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -280027.468750 Penalty: 812.192139
	Iteration 86Q: 3 clusters Score -280027.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -280027.468750 Penalty: 812.192139
	Iteration 87F: 3 clusters Score -280027.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Entering Unmasked Estep 
Score: -166675.921875 Penalty: 383.141022
	Iteration 0F: 2 clusters Score -166675.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -163592.609375 Penalty: 766.282043
	Iteration 0F: 3 clusters Score -163592.6 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -164788.281250 Penalty: 766.282043
	Iteration 1F: 3 clusters Score -164788.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -164930.421875 Penalty: 766.282043
	Iteration 2F: 3 clusters Score -164930.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -165065.203125 Penalty: 766.282043
	Iteration 3F: 3 clusters Score -165065.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -165226.765625 Penalty: 766.282043
	Iteration 4F: 3 clusters Score -165226.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -165375.906250 Penalty: 766.282043
	Iteration 5F: 3 clusters Score -165375.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -165527.718750 Penalty: 766.282043
	Iteration 6F: 3 clusters Score -165527.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -165674.796875 Penalty: 766.282043
	Iteration 7Q: 3 clusters Score -165674.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -165837.078125 Penalty: 766.282043
	Iteration 8Q: 3 clusters Score -165837.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -165956.312500 Penalty: 766.282043
	Iteration 9Q: 3 clusters Score -165956.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -166028.593750 Penalty: 766.282043
	Iteration 10Q: 3 clusters Score -166028.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -166067.406250 Penalty: 766.282043
	Iteration 11Q: 3 clusters Score -166067.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -166095.390625 Penalty: 766.282043
	Iteration 12Q: 3 clusters Score -166095.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -166110.015625 Penalty: 766.282043
	Iteration 13Q: 3 clusters Score -166110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -166120.687500 Penalty: 766.282043
	Iteration 14Q: 3 clusters Score -166120.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -166128.796875 Penalty: 766.282043
	Iteration 15Q: 3 clusters Score -166128.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -166138.546875 Penalty: 766.282043
	Iteration 16Q: 3 clusters Score -166138.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -166144.515625 Penalty: 766.282043
	Iteration 17Q: 3 clusters Score -166144.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -166152.625000 Penalty: 766.282043
	Iteration 18Q: 3 clusters Score -166152.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -166160.437500 Penalty: 766.282043
	Iteration 19Q: 3 clusters Score -166160.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -166166.000000 Penalty: 766.282043
	Iteration 20F: 3 clusters Score -166166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -166172.406250 Penalty: 766.282043
	Iteration 21Q: 3 clusters Score -166172.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -166174.812500 Penalty: 766.282043
	Iteration 22Q: 3 clusters Score -166174.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -166178.359375 Penalty: 766.282043
	Iteration 23Q: 3 clusters Score -166178.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -166182.546875 Penalty: 766.282043
	Iteration 24Q: 3 clusters Score -166182.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -166186.750000 Penalty: 766.282043
	Iteration 25Q: 3 clusters Score -166186.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -166193.015625 Penalty: 766.282043
	Iteration 26Q: 3 clusters Score -166193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -166200.328125 Penalty: 766.282043
	Iteration 27Q: 3 clusters Score -166200.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -166206.609375 Penalty: 766.282043
	Iteration 28Q: 3 clusters Score -166206.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -166213.687500 Penalty: 766.282043
	Iteration 29Q: 3 clusters Score -166213.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -166223.828125 Penalty: 766.282043
	Iteration 30Q: 3 clusters Score -166223.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -166231.828125 Penalty: 766.282043
	Iteration 31Q: 3 clusters Score -166231.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -166237.062500 Penalty: 766.282043
	Iteration 32Q: 3 clusters Score -166237.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -166240.968750 Penalty: 766.282043
	Iteration 33Q: 3 clusters Score -166241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -166244.093750 Penalty: 766.282043
	Iteration 34Q: 3 clusters Score -166244.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -166250.109375 Penalty: 766.282043
	Iteration 35Q: 3 clusters Score -166250.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -166254.953125 Penalty: 766.282043
	Iteration 36Q: 3 clusters Score -166255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -166259.593750 Penalty: 766.282043
	Iteration 37Q: 3 clusters Score -166259.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -166262.625000 Penalty: 766.282043
	Iteration 38Q: 3 clusters Score -166262.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -166264.953125 Penalty: 766.282043
	Iteration 39Q: 3 clusters Score -166265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -166266.390625 Penalty: 766.282043
	Iteration 40F: 3 clusters Score -166266.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -166267.968750 Penalty: 766.282043
	Iteration 41Q: 3 clusters Score -166268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -166269.953125 Penalty: 766.282043
	Iteration 42Q: 3 clusters Score -166270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -166271.500000 Penalty: 766.282043
	Iteration 43Q: 3 clusters Score -166271.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -166272.390625 Penalty: 766.282043
	Iteration 44Q: 3 clusters Score -166272.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -166272.796875 Penalty: 766.282043
	Iteration 45Q: 3 clusters Score -166272.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -166272.796875 Penalty: 766.282043
	Iteration 46F: 3 clusters Score -166272.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Entering Unmasked Estep 
Score: -289112.312500 Penalty: 409.212280
	Iteration 0F: 2 clusters Score -289112.3 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 4076 members 
Entering Unmasked Estep 
Score: -283742.687500 Penalty: 818.424561
	Iteration 0F: 3 clusters Score -283742.7 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -285980.312500 Penalty: 818.424561
	Iteration 1F: 3 clusters Score -285980.3 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -286251.312500 Penalty: 818.424561
	Iteration 2F: 3 clusters Score -286251.3 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -286568.375000 Penalty: 818.424561
	Iteration 3F: 3 clusters Score -286568.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -286964.125000 Penalty: 818.424561
	Iteration 4F: 3 clusters Score -286964.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -287432.375000 Penalty: 818.424561
	Iteration 5F: 3 clusters Score -287432.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -287910.906250 Penalty: 818.424561
	Iteration 6F: 3 clusters Score -287910.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -288238.312500 Penalty: 818.424561
	Iteration 7Q: 3 clusters Score -288238.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -288444.843750 Penalty: 818.424561
	Iteration 8Q: 3 clusters Score -288444.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -288563.468750 Penalty: 818.424561
	Iteration 9Q: 3 clusters Score -288563.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -288637.343750 Penalty: 818.424561
	Iteration 10Q: 3 clusters Score -288637.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -288681.718750 Penalty: 818.424561
	Iteration 11Q: 3 clusters Score -288681.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -288703.437500 Penalty: 818.424561
	Iteration 12Q: 3 clusters Score -288703.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -288719.875000 Penalty: 818.424561
	Iteration 13Q: 3 clusters Score -288719.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -288741.156250 Penalty: 818.424561
	Iteration 14Q: 3 clusters Score -288741.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -288753.843750 Penalty: 818.424561
	Iteration 15Q: 3 clusters Score -288753.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -288756.812500 Penalty: 818.424561
	Iteration 16Q: 3 clusters Score -288756.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -288758.312500 Penalty: 818.424561
	Iteration 17Q: 3 clusters Score -288758.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -288766.812500 Penalty: 818.424561
	Iteration 18Q: 3 clusters Score -288766.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -288770.343750 Penalty: 818.424561
	Iteration 19Q: 3 clusters Score -288770.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -288771.125000 Penalty: 818.424561
	Iteration 20F: 3 clusters Score -288771.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -288771.531250 Penalty: 818.424561
	Iteration 21Q: 3 clusters Score -288771.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -288771.531250 Penalty: 818.424561
	Iteration 22F: 3 clusters Score -288771.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (561236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561236 members 
Entering Unmasked Estep 
Score: -21648114.000000 Penalty: 602.324280
	Iteration 0F: 2 clusters Score -2.164811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280621 members 
Mstep: Class 2 contains 280615 members 
Entering Unmasked Estep 
Score: -21295318.000000 Penalty: 1204.648560
	Iteration 0F: 3 clusters Score -2.129532e+07 nChanged 278312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270801 members 
Mstep: Class 2 contains 290435 members 
Entering Unmasked Estep 
Score: -21465740.000000 Penalty: 1204.648560
	Iteration 1F: 3 clusters Score -2.146574e+07 nChanged 18367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267064 members 
Mstep: Class 2 contains 294172 members 
Entering Unmasked Estep 
Score: -21470100.000000 Penalty: 1204.648560
	Iteration 2Q: 3 clusters Score -2.14701e+07 nChanged 20730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261630 members 
Mstep: Class 2 contains 299606 members 
Entering Unmasked Estep 
Score: -21476576.000000 Penalty: 1204.648560
	Iteration 3Q: 3 clusters Score -2.147658e+07 nChanged 24120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253744 members 
Mstep: Class 2 contains 307492 members 
Entering Unmasked Estep 
Score: -21486814.000000 Penalty: 1204.648560
	Iteration 4Q: 3 clusters Score -2.148681e+07 nChanged 28408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242524 members 
Mstep: Class 2 contains 318712 members 
Entering Unmasked Estep 
Score: -21502296.000000 Penalty: 1204.648560
	Iteration 5F: 3 clusters Score -2.15023e+07 nChanged 33258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228402 members 
Mstep: Class 2 contains 332834 members 
Entering Unmasked Estep 
Score: -21524446.000000 Penalty: 1204.648560
	Iteration 6F: 3 clusters Score -2.152445e+07 nChanged 35956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214570 members 
Mstep: Class 2 contains 346666 members 
Entering Unmasked Estep 
Score: -21550582.000000 Penalty: 1204.648560
	Iteration 7F: 3 clusters Score -2.155058e+07 nChanged 32735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204601 members 
Mstep: Class 2 contains 356635 members 
Entering Unmasked Estep 
Score: -21568104.000000 Penalty: 1204.648560
	Iteration 8F: 3 clusters Score -2.15681e+07 nChanged 23401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198040 members 
Mstep: Class 2 contains 363196 members 
Entering Unmasked Estep 
Score: -21573804.000000 Penalty: 1204.648560
	Iteration 9Q: 3 clusters Score -2.15738e+07 nChanged 14418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193104 members 
Mstep: Class 2 contains 368132 members 
Entering Unmasked Estep 
Score: -21574240.000000 Penalty: 1204.648560
	Iteration 10Q: 3 clusters Score -2.157424e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189353 members 
Mstep: Class 2 contains 371883 members 
Entering Unmasked Estep 
Score: -21573398.000000 Penalty: 1204.648560
	Iteration 11Q: 3 clusters Score -2.15734e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186747 members 
Mstep: Class 2 contains 374489 members 
Entering Unmasked Estep 
Score: -21572556.000000 Penalty: 1204.648560
	Iteration 12Q: 3 clusters Score -2.157256e+07 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185392 members 
Mstep: Class 2 contains 375844 members 
Entering Unmasked Estep 
Score: -21571802.000000 Penalty: 1204.648560
	Iteration 13Q: 3 clusters Score -2.15718e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185411 members 
Mstep: Class 2 contains 375825 members 
Entering Unmasked Estep 
Score: -21571170.000000 Penalty: 1204.648560
	Iteration 14Q: 3 clusters Score -2.157117e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186792 members 
Mstep: Class 2 contains 374444 members 
Entering Unmasked Estep 
Score: -21571198.000000 Penalty: 1204.648560
	Iteration 15Q: 3 clusters Score -2.15712e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189185 members 
Mstep: Class 2 contains 372051 members 
Entering Unmasked Estep 
Score: -21571672.000000 Penalty: 1204.648560
	Iteration 16Q: 3 clusters Score -2.157167e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192311 members 
Mstep: Class 2 contains 368925 members 
Entering Unmasked Estep 
Score: -21571862.000000 Penalty: 1204.648560
	Iteration 17Q: 3 clusters Score -2.157186e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196084 members 
Mstep: Class 2 contains 365152 members 
Entering Unmasked Estep 
Score: -21572660.000000 Penalty: 1204.648560
	Iteration 18Q: 3 clusters Score -2.157266e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200307 members 
Mstep: Class 2 contains 360929 members 
Entering Unmasked Estep 
Score: -21573668.000000 Penalty: 1204.648560
	Iteration 19Q: 3 clusters Score -2.157367e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205044 members 
Mstep: Class 2 contains 356192 members 
Entering Unmasked Estep 
Score: -21574744.000000 Penalty: 1204.648560
	Iteration 20F: 3 clusters Score -2.157474e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209909 members 
Mstep: Class 2 contains 351327 members 
Entering Unmasked Estep 
Score: -21575852.000000 Penalty: 1204.648560
	Iteration 21Q: 3 clusters Score -2.157585e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214830 members 
Mstep: Class 2 contains 346406 members 
Entering Unmasked Estep 
Score: -21576638.000000 Penalty: 1204.648560
	Iteration 22Q: 3 clusters Score -2.157664e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219650 members 
Mstep: Class 2 contains 341586 members 
Entering Unmasked Estep 
Score: -21577380.000000 Penalty: 1204.648560
	Iteration 23Q: 3 clusters Score -2.157738e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224321 members 
Mstep: Class 2 contains 336915 members 
Entering Unmasked Estep 
Score: -21578206.000000 Penalty: 1204.648560
	Iteration 24Q: 3 clusters Score -2.157821e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228624 members 
Mstep: Class 2 contains 332612 members 
Entering Unmasked Estep 
Score: -21578836.000000 Penalty: 1204.648560
	Iteration 25Q: 3 clusters Score -2.157884e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232438 members 
Mstep: Class 2 contains 328798 members 
Entering Unmasked Estep 
Score: -21579184.000000 Penalty: 1204.648560
	Iteration 26Q: 3 clusters Score -2.157918e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235953 members 
Mstep: Class 2 contains 325283 members 
Entering Unmasked Estep 
Score: -21579442.000000 Penalty: 1204.648560
	Iteration 27Q: 3 clusters Score -2.157944e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239401 members 
Mstep: Class 2 contains 321835 members 
Entering Unmasked Estep 
Score: -21579794.000000 Penalty: 1204.648560
	Iteration 28Q: 3 clusters Score -2.157979e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242355 members 
Mstep: Class 2 contains 318881 members 
Entering Unmasked Estep 
Score: -21580218.000000 Penalty: 1204.648560
	Iteration 29Q: 3 clusters Score -2.158022e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244859 members 
Mstep: Class 2 contains 316377 members 
Entering Unmasked Estep 
Score: -21580562.000000 Penalty: 1204.648560
	Iteration 30Q: 3 clusters Score -2.158056e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247043 members 
Mstep: Class 2 contains 314193 members 
Entering Unmasked Estep 
Score: -21580644.000000 Penalty: 1204.648560
	Iteration 31Q: 3 clusters Score -2.158064e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249056 members 
Mstep: Class 2 contains 312180 members 
Entering Unmasked Estep 
Score: -21581034.000000 Penalty: 1204.648560
	Iteration 32Q: 3 clusters Score -2.158103e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250783 members 
Mstep: Class 2 contains 310453 members 
Entering Unmasked Estep 
Score: -21581212.000000 Penalty: 1204.648560
	Iteration 33Q: 3 clusters Score -2.158121e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252126 members 
Mstep: Class 2 contains 309110 members 
Entering Unmasked Estep 
Score: -21581428.000000 Penalty: 1204.648560
	Iteration 34Q: 3 clusters Score -2.158143e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253300 members 
Mstep: Class 2 contains 307936 members 
Entering Unmasked Estep 
Score: -21581688.000000 Penalty: 1204.648560
	Iteration 35Q: 3 clusters Score -2.158169e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254339 members 
Mstep: Class 2 contains 306897 members 
Entering Unmasked Estep 
Score: -21581874.000000 Penalty: 1204.648560
	Iteration 36Q: 3 clusters Score -2.158187e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255292 members 
Mstep: Class 2 contains 305944 members 
Entering Unmasked Estep 
Score: -21581878.000000 Penalty: 1204.648560
	Iteration 37Q: 3 clusters Score -2.158188e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256021 members 
Mstep: Class 2 contains 305215 members 
Entering Unmasked Estep 
Score: -21582100.000000 Penalty: 1204.648560
	Iteration 38Q: 3 clusters Score -2.15821e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256585 members 
Mstep: Class 2 contains 304651 members 
Entering Unmasked Estep 
Score: -21582068.000000 Penalty: 1204.648560
	Iteration 39Q: 3 clusters Score -2.158207e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256973 members 
Mstep: Class 2 contains 304263 members 
Entering Unmasked Estep 
Score: -21582240.000000 Penalty: 1204.648560
	Iteration 40F: 3 clusters Score -2.158224e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257270 members 
Mstep: Class 2 contains 303966 members 
Entering Unmasked Estep 
Score: -21582398.000000 Penalty: 1204.648560
	Iteration 41Q: 3 clusters Score -2.15824e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257483 members 
Mstep: Class 2 contains 303753 members 
Entering Unmasked Estep 
Score: -21582524.000000 Penalty: 1204.648560
	Iteration 42Q: 3 clusters Score -2.158252e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257714 members 
Mstep: Class 2 contains 303522 members 
Entering Unmasked Estep 
Score: -21582656.000000 Penalty: 1204.648560
	Iteration 43Q: 3 clusters Score -2.158266e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257949 members 
Mstep: Class 2 contains 303287 members 
Entering Unmasked Estep 
Score: -21582904.000000 Penalty: 1204.648560
	Iteration 44Q: 3 clusters Score -2.15829e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258124 members 
Mstep: Class 2 contains 303112 members 
Entering Unmasked Estep 
Score: -21583082.000000 Penalty: 1204.648560
	Iteration 45Q: 3 clusters Score -2.158308e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258271 members 
Mstep: Class 2 contains 302965 members 
Entering Unmasked Estep 
Score: -21583096.000000 Penalty: 1204.648560
	Iteration 46Q: 3 clusters Score -2.15831e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258382 members 
Mstep: Class 2 contains 302854 members 
Entering Unmasked Estep 
Score: -21583064.000000 Penalty: 1204.648560
	Iteration 47Q: 3 clusters Score -2.158306e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258513 members 
Mstep: Class 2 contains 302723 members 
Entering Unmasked Estep 
Score: -21583084.000000 Penalty: 1204.648560
	Iteration 48Q: 3 clusters Score -2.158308e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258605 members 
Mstep: Class 2 contains 302631 members 
Entering Unmasked Estep 
Score: -21583224.000000 Penalty: 1204.648560
	Iteration 49Q: 3 clusters Score -2.158322e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258629 members 
Mstep: Class 2 contains 302607 members 
Entering Unmasked Estep 
Score: -21583386.000000 Penalty: 1204.648560
	Iteration 50Q: 3 clusters Score -2.158339e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258643 members 
Mstep: Class 2 contains 302593 members 
Entering Unmasked Estep 
Score: -21583402.000000 Penalty: 1204.648560
	Iteration 51Q: 3 clusters Score -2.15834e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258663 members 
Mstep: Class 2 contains 302573 members 
Entering Unmasked Estep 
Score: -21583436.000000 Penalty: 1204.648560
	Iteration 52Q: 3 clusters Score -2.158344e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258708 members 
Mstep: Class 2 contains 302528 members 
Entering Unmasked Estep 
Score: -21583500.000000 Penalty: 1204.648560
	Iteration 53Q: 3 clusters Score -2.15835e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258739 members 
Mstep: Class 2 contains 302497 members 
Entering Unmasked Estep 
Score: -21583616.000000 Penalty: 1204.648560
	Iteration 54Q: 3 clusters Score -2.158362e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258759 members 
Mstep: Class 2 contains 302477 members 
Entering Unmasked Estep 
Score: -21583666.000000 Penalty: 1204.648560
	Iteration 55Q: 3 clusters Score -2.158367e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258757 members 
Mstep: Class 2 contains 302479 members 
Entering Unmasked Estep 
Score: -21583752.000000 Penalty: 1204.648560
	Iteration 56Q: 3 clusters Score -2.158375e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258730 members 
Mstep: Class 2 contains 302506 members 
Entering Unmasked Estep 
Score: -21583844.000000 Penalty: 1204.648560
	Iteration 57Q: 3 clusters Score -2.158384e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258682 members 
Mstep: Class 2 contains 302554 members 
Entering Unmasked Estep 
Score: -21583912.000000 Penalty: 1204.648560
	Iteration 58Q: 3 clusters Score -2.158391e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258578 members 
Mstep: Class 2 contains 302658 members 
Entering Unmasked Estep 
Score: -21583980.000000 Penalty: 1204.648560
	Iteration 59Q: 3 clusters Score -2.158398e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258502 members 
Mstep: Class 2 contains 302734 members 
Entering Unmasked Estep 
Score: -21584064.000000 Penalty: 1204.648560
	Iteration 60F: 3 clusters Score -2.158406e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258401 members 
Mstep: Class 2 contains 302835 members 
Entering Unmasked Estep 
Score: -21584044.000000 Penalty: 1204.648560
	Iteration 61Q: 3 clusters Score -2.158404e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258281 members 
Mstep: Class 2 contains 302955 members 
Entering Unmasked Estep 
Score: -21584134.000000 Penalty: 1204.648560
	Iteration 62Q: 3 clusters Score -2.158413e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258182 members 
Mstep: Class 2 contains 303054 members 
Entering Unmasked Estep 
Score: -21584210.000000 Penalty: 1204.648560
	Iteration 63Q: 3 clusters Score -2.158421e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258129 members 
Mstep: Class 2 contains 303107 members 
Entering Unmasked Estep 
Score: -21584280.000000 Penalty: 1204.648560
	Iteration 64Q: 3 clusters Score -2.158428e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258088 members 
Mstep: Class 2 contains 303148 members 
Entering Unmasked Estep 
Score: -21584258.000000 Penalty: 1204.648560
	Iteration 65Q: 3 clusters Score -2.158426e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258075 members 
Mstep: Class 2 contains 303161 members 
Entering Unmasked Estep 
Score: -21584352.000000 Penalty: 1204.648560
	Iteration 66Q: 3 clusters Score -2.158435e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258092 members 
Mstep: Class 2 contains 303144 members 
Entering Unmasked Estep 
Score: -21584386.000000 Penalty: 1204.648560
	Iteration 67Q: 3 clusters Score -2.158439e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258032 members 
Mstep: Class 2 contains 303204 members 
Entering Unmasked Estep 
Score: -21584360.000000 Penalty: 1204.648560
	Iteration 68Q: 3 clusters Score -2.158436e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257980 members 
Mstep: Class 2 contains 303256 members 
Entering Unmasked Estep 
Score: -21584408.000000 Penalty: 1204.648560
	Iteration 69Q: 3 clusters Score -2.158441e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257974 members 
Mstep: Class 2 contains 303262 members 
Entering Unmasked Estep 
Score: -21584396.000000 Penalty: 1204.648560
	Iteration 70Q: 3 clusters Score -2.15844e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257983 members 
Mstep: Class 2 contains 303253 members 
Entering Unmasked Estep 
Score: -21584480.000000 Penalty: 1204.648560
	Iteration 71Q: 3 clusters Score -2.158448e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257977 members 
Mstep: Class 2 contains 303259 members 
Entering Unmasked Estep 
Score: -21584558.000000 Penalty: 1204.648560
	Iteration 72Q: 3 clusters Score -2.158456e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257976 members 
Mstep: Class 2 contains 303260 members 
Entering Unmasked Estep 
Score: -21584546.000000 Penalty: 1204.648560
	Iteration 73Q: 3 clusters Score -2.158455e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257995 members 
Mstep: Class 2 contains 303241 members 
Entering Unmasked Estep 
Score: -21584634.000000 Penalty: 1204.648560
	Iteration 74Q: 3 clusters Score -2.158463e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257990 members 
Mstep: Class 2 contains 303246 members 
Entering Unmasked Estep 
Score: -21584648.000000 Penalty: 1204.648560
	Iteration 75Q: 3 clusters Score -2.158465e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258014 members 
Mstep: Class 2 contains 303222 members 
Entering Unmasked Estep 
Score: -21584702.000000 Penalty: 1204.648560
	Iteration 76Q: 3 clusters Score -2.15847e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258067 members 
Mstep: Class 2 contains 303169 members 
Entering Unmasked Estep 
Score: -21584712.000000 Penalty: 1204.648560
	Iteration 77Q: 3 clusters Score -2.158471e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258071 members 
Mstep: Class 2 contains 303165 members 
Entering Unmasked Estep 
Score: -21584724.000000 Penalty: 1204.648560
	Iteration 78Q: 3 clusters Score -2.158472e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258101 members 
Mstep: Class 2 contains 303135 members 
Entering Unmasked Estep 
Score: -21584694.000000 Penalty: 1204.648560
	Iteration 79Q: 3 clusters Score -2.158469e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258109 members 
Mstep: Class 2 contains 303127 members 
Entering Unmasked Estep 
Score: -21584630.000000 Penalty: 1204.648560
	Iteration 80F: 3 clusters Score -2.158463e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258116 members 
Mstep: Class 2 contains 303120 members 
Entering Unmasked Estep 
Score: -21584638.000000 Penalty: 1204.648560
	Iteration 81Q: 3 clusters Score -2.158464e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258114 members 
Mstep: Class 2 contains 303122 members 
Entering Unmasked Estep 
Score: -21584638.000000 Penalty: 1204.648560
	Iteration 82Q: 3 clusters Score -2.158464e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258139 members 
Mstep: Class 2 contains 303097 members 
Entering Unmasked Estep 
Score: -21584650.000000 Penalty: 1204.648560
	Iteration 83Q: 3 clusters Score -2.158465e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258128 members 
Mstep: Class 2 contains 303108 members 
Entering Unmasked Estep 
Score: -21584686.000000 Penalty: 1204.648560
	Iteration 84Q: 3 clusters Score -2.158469e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258121 members 
Mstep: Class 2 contains 303115 members 
Entering Unmasked Estep 
Score: -21584672.000000 Penalty: 1204.648560
	Iteration 85Q: 3 clusters Score -2.158467e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258102 members 
Mstep: Class 2 contains 303134 members 
Entering Unmasked Estep 
Score: -21584676.000000 Penalty: 1204.648560
	Iteration 86Q: 3 clusters Score -2.158468e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258059 members 
Mstep: Class 2 contains 303177 members 
Entering Unmasked Estep 
Score: -21584716.000000 Penalty: 1204.648560
	Iteration 87Q: 3 clusters Score -2.158472e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258052 members 
Mstep: Class 2 contains 303184 members 
Entering Unmasked Estep 
Score: -21584746.000000 Penalty: 1204.648560
	Iteration 88Q: 3 clusters Score -2.158475e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258028 members 
Mstep: Class 2 contains 303208 members 
Entering Unmasked Estep 
Score: -21584790.000000 Penalty: 1204.648560
	Iteration 89Q: 3 clusters Score -2.158479e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258007 members 
Mstep: Class 2 contains 303229 members 
Entering Unmasked Estep 
Score: -21584744.000000 Penalty: 1204.648560
	Iteration 90Q: 3 clusters Score -2.158474e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258019 members 
Mstep: Class 2 contains 303217 members 
Entering Unmasked Estep 
Score: -21584720.000000 Penalty: 1204.648560
	Iteration 91Q: 3 clusters Score -2.158472e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258032 members 
Mstep: Class 2 contains 303204 members 
Entering Unmasked Estep 
Score: -21584742.000000 Penalty: 1204.648560
	Iteration 92Q: 3 clusters Score -2.158474e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258027 members 
Mstep: Class 2 contains 303209 members 
Entering Unmasked Estep 
Score: -21584732.000000 Penalty: 1204.648560
	Iteration 93Q: 3 clusters Score -2.158473e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258008 members 
Mstep: Class 2 contains 303228 members 
Entering Unmasked Estep 
Score: -21584690.000000 Penalty: 1204.648560
	Iteration 94Q: 3 clusters Score -2.158469e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258009 members 
Mstep: Class 2 contains 303227 members 
Entering Unmasked Estep 
Score: -21584686.000000 Penalty: 1204.648560
	Iteration 95Q: 3 clusters Score -2.158469e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258011 members 
Mstep: Class 2 contains 303225 members 
Entering Unmasked Estep 
Score: -21584680.000000 Penalty: 1204.648560
	Iteration 96Q: 3 clusters Score -2.158468e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258012 members 
Mstep: Class 2 contains 303224 members 
Entering Unmasked Estep 
Score: -21584676.000000 Penalty: 1204.648560
	Iteration 97Q: 3 clusters Score -2.158468e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258010 members 
Mstep: Class 2 contains 303226 members 
Entering Unmasked Estep 
Score: -21584660.000000 Penalty: 1204.648560
	Iteration 98Q: 3 clusters Score -2.158466e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258022 members 
Mstep: Class 2 contains 303214 members 
Entering Unmasked Estep 
Score: -21584656.000000 Penalty: 1204.648560
	Iteration 99Q: 3 clusters Score -2.158466e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258016 members 
Mstep: Class 2 contains 303220 members 
Entering Unmasked Estep 
Score: -21584678.000000 Penalty: 1204.648560
	Iteration 100F: 3 clusters Score -2.158468e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258034 members 
Mstep: Class 2 contains 303202 members 
Entering Unmasked Estep 
Score: -21584688.000000 Penalty: 1204.648560
	Iteration 101Q: 3 clusters Score -2.158469e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258070 members 
Mstep: Class 2 contains 303166 members 
Entering Unmasked Estep 
Score: -21584654.000000 Penalty: 1204.648560
	Iteration 102Q: 3 clusters Score -2.158465e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258110 members 
Mstep: Class 2 contains 303126 members 
Entering Unmasked Estep 
Score: -21584654.000000 Penalty: 1204.648560
	Iteration 103Q: 3 clusters Score -2.158465e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258129 members 
Mstep: Class 2 contains 303107 members 
Entering Unmasked Estep 
Score: -21584656.000000 Penalty: 1204.648560
	Iteration 104Q: 3 clusters Score -2.158466e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258134 members 
Mstep: Class 2 contains 303102 members 
Entering Unmasked Estep 
Score: -21584670.000000 Penalty: 1204.648560
	Iteration 105Q: 3 clusters Score -2.158467e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258147 members 
Mstep: Class 2 contains 303089 members 
Entering Unmasked Estep 
Score: -21584670.000000 Penalty: 1204.648560
	Iteration 106Q: 3 clusters Score -2.158467e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258156 members 
Mstep: Class 2 contains 303080 members 
Entering Unmasked Estep 
Score: -21584674.000000 Penalty: 1204.648560
	Iteration 107Q: 3 clusters Score -2.158467e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258175 members 
Mstep: Class 2 contains 303061 members 
Entering Unmasked Estep 
Score: -21584688.000000 Penalty: 1204.648560
	Iteration 108Q: 3 clusters Score -2.158469e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258191 members 
Mstep: Class 2 contains 303045 members 
Entering Unmasked Estep 
Score: -21584714.000000 Penalty: 1204.648560
	Iteration 109Q: 3 clusters Score -2.158471e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258196 members 
Mstep: Class 2 contains 303040 members 
Entering Unmasked Estep 
Score: -21584738.000000 Penalty: 1204.648560
	Iteration 110Q: 3 clusters Score -2.158474e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258184 members 
Mstep: Class 2 contains 303052 members 
Entering Unmasked Estep 
Score: -21584712.000000 Penalty: 1204.648560
	Iteration 111Q: 3 clusters Score -2.158471e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258165 members 
Mstep: Class 2 contains 303071 members 
Entering Unmasked Estep 
Score: -21584738.000000 Penalty: 1204.648560
	Iteration 112Q: 3 clusters Score -2.158474e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258129 members 
Mstep: Class 2 contains 303107 members 
Entering Unmasked Estep 
Score: -21584724.000000 Penalty: 1204.648560
	Iteration 113Q: 3 clusters Score -2.158472e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258092 members 
Mstep: Class 2 contains 303144 members 
Entering Unmasked Estep 
Score: -21584694.000000 Penalty: 1204.648560
	Iteration 114Q: 3 clusters Score -2.158469e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258071 members 
Mstep: Class 2 contains 303165 members 
Entering Unmasked Estep 
Score: -21584700.000000 Penalty: 1204.648560
	Iteration 115Q: 3 clusters Score -2.15847e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258050 members 
Mstep: Class 2 contains 303186 members 
Entering Unmasked Estep 
Score: -21584708.000000 Penalty: 1204.648560
	Iteration 116Q: 3 clusters Score -2.158471e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258029 members 
Mstep: Class 2 contains 303207 members 
Entering Unmasked Estep 
Score: -21584712.000000 Penalty: 1204.648560
	Iteration 117Q: 3 clusters Score -2.158471e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258019 members 
Mstep: Class 2 contains 303217 members 
Entering Unmasked Estep 
Score: -21584750.000000 Penalty: 1204.648560
	Iteration 118Q: 3 clusters Score -2.158475e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258006 members 
Mstep: Class 2 contains 303230 members 
Entering Unmasked Estep 
Score: -21584752.000000 Penalty: 1204.648560
	Iteration 119Q: 3 clusters Score -2.158475e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258002 members 
Mstep: Class 2 contains 303234 members 
Entering Unmasked Estep 
Score: -21584754.000000 Penalty: 1204.648560
	Iteration 120F: 3 clusters Score -2.158475e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258005 members 
Mstep: Class 2 contains 303231 members 
Entering Unmasked Estep 
Score: -21584746.000000 Penalty: 1204.648560
	Iteration 121Q: 3 clusters Score -2.158475e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257993 members 
Mstep: Class 2 contains 303243 members 
Entering Unmasked Estep 
Score: -21584770.000000 Penalty: 1204.648560
	Iteration 122Q: 3 clusters Score -2.158477e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257986 members 
Mstep: Class 2 contains 303250 members 
Entering Unmasked Estep 
Score: -21584754.000000 Penalty: 1204.648560
	Iteration 123Q: 3 clusters Score -2.158475e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257985 members 
Mstep: Class 2 contains 303251 members 
Entering Unmasked Estep 
Score: -21584766.000000 Penalty: 1204.648560
	Iteration 124Q: 3 clusters Score -2.158477e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257978 members 
Mstep: Class 2 contains 303258 members 
Entering Unmasked Estep 
Score: -21584752.000000 Penalty: 1204.648560
	Iteration 125Q: 3 clusters Score -2.158475e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257971 members 
Mstep: Class 2 contains 303265 members 
Entering Unmasked Estep 
Score: -21584764.000000 Penalty: 1204.648560
	Iteration 126Q: 3 clusters Score -2.158476e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257965 members 
Mstep: Class 2 contains 303271 members 
Entering Unmasked Estep 
Score: -21584778.000000 Penalty: 1204.648560
	Iteration 127Q: 3 clusters Score -2.158478e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257957 members 
Mstep: Class 2 contains 303279 members 
Entering Unmasked Estep 
Score: -21584772.000000 Penalty: 1204.648560
	Iteration 128Q: 3 clusters Score -2.158477e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257955 members 
Mstep: Class 2 contains 303281 members 
Entering Unmasked Estep 
Score: -21584784.000000 Penalty: 1204.648560
	Iteration 129Q: 3 clusters Score -2.158478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257955 members 
Mstep: Class 2 contains 303281 members 
Entering Unmasked Estep 
Score: -21584784.000000 Penalty: 1204.648560
	Iteration 130Q: 3 clusters Score -2.158478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257956 members 
Mstep: Class 2 contains 303280 members 
Entering Unmasked Estep 
Score: -21584766.000000 Penalty: 1204.648560
	Iteration 131Q: 3 clusters Score -2.158477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257958 members 
Mstep: Class 2 contains 303278 members 
Entering Unmasked Estep 
Score: -21584768.000000 Penalty: 1204.648560
	Iteration 132Q: 3 clusters Score -2.158477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257960 members 
Mstep: Class 2 contains 303276 members 
Entering Unmasked Estep 
Score: -21584768.000000 Penalty: 1204.648560
	Iteration 133Q: 3 clusters Score -2.158477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257954 members 
Mstep: Class 2 contains 303282 members 
Entering Unmasked Estep 
Score: -21584768.000000 Penalty: 1204.648560
	Iteration 134Q: 3 clusters Score -2.158477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257954 members 
Mstep: Class 2 contains 303282 members 
Entering Unmasked Estep 
Score: -21584774.000000 Penalty: 1204.648560
	Iteration 135Q: 3 clusters Score -2.158477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257956 members 
Mstep: Class 2 contains 303280 members 
Entering Unmasked Estep 
Score: -21584784.000000 Penalty: 1204.648560
	Iteration 136Q: 3 clusters Score -2.158478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257956 members 
Mstep: Class 2 contains 303280 members 
Entering Unmasked Estep 
Score: -21584776.000000 Penalty: 1204.648560
	Iteration 137Q: 3 clusters Score -2.158478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257955 members 
Mstep: Class 2 contains 303281 members 
Entering Unmasked Estep 
Score: -21584778.000000 Penalty: 1204.648560
	Iteration 138Q: 3 clusters Score -2.158478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257955 members 
Mstep: Class 2 contains 303281 members 
Entering Unmasked Estep 
Score: -21584778.000000 Penalty: 1204.648560
	Iteration 139F: 3 clusters Score -2.158478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Entering Unmasked Estep 
Score: -283837.625000 Penalty: 406.887909
	Iteration 0F: 2 clusters Score -283837.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -278668.468750 Penalty: 813.775818
	Iteration 0F: 3 clusters Score -278668.5 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -281098.875000 Penalty: 813.775818
	Iteration 1F: 3 clusters Score -281098.9 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -281664.062500 Penalty: 813.775818
	Iteration 2F: 3 clusters Score -281664.1 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -282089.343750 Penalty: 813.775818
	Iteration 3F: 3 clusters Score -282089.3 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -282426.218750 Penalty: 813.775818
	Iteration 4F: 3 clusters Score -282426.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -282737.531250 Penalty: 813.775818
	Iteration 5Q: 3 clusters Score -282737.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -282960.093750 Penalty: 813.775818
	Iteration 6Q: 3 clusters Score -282960.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -283130.937500 Penalty: 813.775818
	Iteration 7Q: 3 clusters Score -283130.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -283245.406250 Penalty: 813.775818
	Iteration 8Q: 3 clusters Score -283245.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -283414.968750 Penalty: 813.775818
	Iteration 9Q: 3 clusters Score -283415 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -283590.250000 Penalty: 813.775818
	Iteration 10Q: 3 clusters Score -283590.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -283645.281250 Penalty: 813.775818
	Iteration 11Q: 3 clusters Score -283645.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -283678.375000 Penalty: 813.775818
	Iteration 12Q: 3 clusters Score -283678.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -283703.781250 Penalty: 813.775818
	Iteration 13Q: 3 clusters Score -283703.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -283736.250000 Penalty: 813.775818
	Iteration 14Q: 3 clusters Score -283736.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -283754.937500 Penalty: 813.775818
	Iteration 15Q: 3 clusters Score -283754.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -283768.187500 Penalty: 813.775818
	Iteration 16Q: 3 clusters Score -283768.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -283775.593750 Penalty: 813.775818
	Iteration 17Q: 3 clusters Score -283775.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -283780.250000 Penalty: 813.775818
	Iteration 18Q: 3 clusters Score -283780.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -283786.062500 Penalty: 813.775818
	Iteration 19Q: 3 clusters Score -283786.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -283789.968750 Penalty: 813.775818
	Iteration 20F: 3 clusters Score -283790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -283791.906250 Penalty: 813.775818
	Iteration 21Q: 3 clusters Score -283791.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -283794.031250 Penalty: 813.775818
	Iteration 22Q: 3 clusters Score -283794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -283796.687500 Penalty: 813.775818
	Iteration 23Q: 3 clusters Score -283796.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -283797.687500 Penalty: 813.775818
	Iteration 24Q: 3 clusters Score -283797.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -283798.437500 Penalty: 813.775818
	Iteration 25Q: 3 clusters Score -283798.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -283798.218750 Penalty: 813.775818
	Iteration 26Q: 3 clusters Score -283798.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -283798.875000 Penalty: 813.775818
	Iteration 27Q: 3 clusters Score -283798.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -283798.875000 Penalty: 813.775818
	Iteration 28F: 3 clusters Score -283798.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (107214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107214 members 
Entering Unmasked Estep 
Score: -4127301.000000 Penalty: 527.007507
	Iteration 0F: 2 clusters Score -4127301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -4054880.000000 Penalty: 1054.015015
	Iteration 0F: 3 clusters Score -4054880 nChanged 52349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57372 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -4086908.000000 Penalty: 1054.015015
	Iteration 1F: 3 clusters Score -4086908 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -4087988.750000 Penalty: 1054.015015
	Iteration 2Q: 3 clusters Score -4087989 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63053 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -4089797.750000 Penalty: 1054.015015
	Iteration 3Q: 3 clusters Score -4089798 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68237 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -4093240.250000 Penalty: 1054.015015
	Iteration 4F: 3 clusters Score -4093240 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75392 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -4099584.250000 Penalty: 1054.015015
	Iteration 5F: 3 clusters Score -4099584 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83334 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -4108089.500000 Penalty: 1054.015015
	Iteration 6F: 3 clusters Score -4108090 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89570 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -4114648.500000 Penalty: 1054.015015
	Iteration 7F: 3 clusters Score -4114648 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93820 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -4118498.500000 Penalty: 1054.015015
	Iteration 8Q: 3 clusters Score -4118498 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96923 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -4120762.250000 Penalty: 1054.015015
	Iteration 9Q: 3 clusters Score -4120762 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99438 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -4122428.250000 Penalty: 1054.015015
	Iteration 10Q: 3 clusters Score -4122428 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101510 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -4123726.750000 Penalty: 1054.015015
	Iteration 11Q: 3 clusters Score -4123727 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103089 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -4124671.750000 Penalty: 1054.015015
	Iteration 12Q: 3 clusters Score -4124672 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104277 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -4125361.250000 Penalty: 1054.015015
	Iteration 13Q: 3 clusters Score -4125361 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105131 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4125845.500000 Penalty: 1054.015015
	Iteration 14Q: 3 clusters Score -4125846 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105741 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4126201.500000 Penalty: 1054.015015
	Iteration 15Q: 3 clusters Score -4126202 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106152 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4126411.500000 Penalty: 1054.015015
	Iteration 16Q: 3 clusters Score -4126412 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106432 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4126547.250000 Penalty: 1054.015015
	Iteration 17Q: 3 clusters Score -4126547 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106623 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4126640.000000 Penalty: 1054.015015
	Iteration 18Q: 3 clusters Score -4126640 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106746 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4126712.750000 Penalty: 1054.015015
	Iteration 19Q: 3 clusters Score -4126713 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106820 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4126750.000000 Penalty: 1054.015015
	Iteration 20F: 3 clusters Score -4126750 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106872 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4126781.000000 Penalty: 1054.015015
	Iteration 21Q: 3 clusters Score -4126781 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106903 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4126801.250000 Penalty: 1054.015015
	Iteration 22Q: 3 clusters Score -4126801 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106930 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4126820.250000 Penalty: 1054.015015
	Iteration 23Q: 3 clusters Score -4126820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106961 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4126851.750000 Penalty: 1054.015015
	Iteration 24Q: 3 clusters Score -4126852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106986 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4126871.000000 Penalty: 1054.015015
	Iteration 25Q: 3 clusters Score -4126871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107003 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4126880.250000 Penalty: 1054.015015
	Iteration 26Q: 3 clusters Score -4126880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107010 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4126887.750000 Penalty: 1054.015015
	Iteration 27Q: 3 clusters Score -4126888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107017 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4126890.000000 Penalty: 1054.015015
	Iteration 28Q: 3 clusters Score -4126890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107020 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4126888.750000 Penalty: 1054.015015
	Iteration 29Q: 3 clusters Score -4126889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107020 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4126888.750000 Penalty: 1054.015015
	Iteration 30F: 3 clusters Score -4126889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -32964.898438 Penalty: 319.377991
	Iteration 0F: 2 clusters Score -32964.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -32115.998047 Penalty: 638.755981
	Iteration 0F: 3 clusters Score -32116 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -32450.785156 Penalty: 638.755981
	Iteration 1F: 3 clusters Score -32450.79 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -32538.056641 Penalty: 638.755981
	Iteration 2F: 3 clusters Score -32538.06 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -32629.558594 Penalty: 638.755981
	Iteration 3F: 3 clusters Score -32629.56 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -32685.171875 Penalty: 638.755981
	Iteration 4F: 3 clusters Score -32685.17 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -32724.824219 Penalty: 638.755981
	Iteration 5Q: 3 clusters Score -32724.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -32746.443359 Penalty: 638.755981
	Iteration 6Q: 3 clusters Score -32746.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -32758.509766 Penalty: 638.755981
	Iteration 7Q: 3 clusters Score -32758.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -32767.304688 Penalty: 638.755981
	Iteration 8Q: 3 clusters Score -32767.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -32776.195312 Penalty: 638.755981
	Iteration 9Q: 3 clusters Score -32776.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -32788.070312 Penalty: 638.755981
	Iteration 10Q: 3 clusters Score -32788.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -32796.406250 Penalty: 638.755981
	Iteration 11Q: 3 clusters Score -32796.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -32803.675781 Penalty: 638.755981
	Iteration 12Q: 3 clusters Score -32803.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -32805.500000 Penalty: 638.755981
	Iteration 13Q: 3 clusters Score -32805.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -32807.925781 Penalty: 638.755981
	Iteration 14Q: 3 clusters Score -32807.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -32812.718750 Penalty: 638.755981
	Iteration 15Q: 3 clusters Score -32812.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -32815.179688 Penalty: 638.755981
	Iteration 16Q: 3 clusters Score -32815.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -32819.667969 Penalty: 638.755981
	Iteration 17Q: 3 clusters Score -32819.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -32821.718750 Penalty: 638.755981
	Iteration 18Q: 3 clusters Score -32821.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -32821.968750 Penalty: 638.755981
	Iteration 19Q: 3 clusters Score -32821.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -32822.886719 Penalty: 638.755981
	Iteration 20F: 3 clusters Score -32822.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -32823.703125 Penalty: 638.755981
	Iteration 21Q: 3 clusters Score -32823.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -32825.199219 Penalty: 638.755981
	Iteration 22Q: 3 clusters Score -32825.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -32827.843750 Penalty: 638.755981
	Iteration 23Q: 3 clusters Score -32827.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -32830.605469 Penalty: 638.755981
	Iteration 24Q: 3 clusters Score -32830.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -32834.710938 Penalty: 638.755981
	Iteration 25Q: 3 clusters Score -32834.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -32842.859375 Penalty: 638.755981
	Iteration 26Q: 3 clusters Score -32842.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -32846.421875 Penalty: 638.755981
	Iteration 27Q: 3 clusters Score -32846.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -32848.257812 Penalty: 638.755981
	Iteration 28Q: 3 clusters Score -32848.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -32849.031250 Penalty: 638.755981
	Iteration 29Q: 3 clusters Score -32849.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -32849.906250 Penalty: 638.755981
	Iteration 30Q: 3 clusters Score -32849.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -32850.597656 Penalty: 638.755981
	Iteration 31Q: 3 clusters Score -32850.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -32850.949219 Penalty: 638.755981
	Iteration 32Q: 3 clusters Score -32850.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -32851.265625 Penalty: 638.755981
	Iteration 33Q: 3 clusters Score -32851.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -32851.265625 Penalty: 638.755981
	Iteration 34F: 3 clusters Score -32851.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -66830.687500 Penalty: 345.037781
	Iteration 0F: 2 clusters Score -66830.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -65396.472656 Penalty: 690.075562
	Iteration 0F: 3 clusters Score -65396.47 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -65910.437500 Penalty: 690.075562
	Iteration 1F: 3 clusters Score -65910.44 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -66041.281250 Penalty: 690.075562
	Iteration 2F: 3 clusters Score -66041.28 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -66157.703125 Penalty: 690.075562
	Iteration 3F: 3 clusters Score -66157.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -66230.726562 Penalty: 690.075562
	Iteration 4Q: 3 clusters Score -66230.73 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -66265.203125 Penalty: 690.075562
	Iteration 5Q: 3 clusters Score -66265.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -66291.656250 Penalty: 690.075562
	Iteration 6Q: 3 clusters Score -66291.66 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -66324.570312 Penalty: 690.075562
	Iteration 7Q: 3 clusters Score -66324.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -66353.171875 Penalty: 690.075562
	Iteration 8Q: 3 clusters Score -66353.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -66367.593750 Penalty: 690.075562
	Iteration 9Q: 3 clusters Score -66367.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -66377.148438 Penalty: 690.075562
	Iteration 10Q: 3 clusters Score -66377.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -66384.273438 Penalty: 690.075562
	Iteration 11Q: 3 clusters Score -66384.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -66386.078125 Penalty: 690.075562
	Iteration 12Q: 3 clusters Score -66386.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -66387.375000 Penalty: 690.075562
	Iteration 13Q: 3 clusters Score -66387.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -66391.648438 Penalty: 690.075562
	Iteration 14Q: 3 clusters Score -66391.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -66395.093750 Penalty: 690.075562
	Iteration 15Q: 3 clusters Score -66395.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -66396.656250 Penalty: 690.075562
	Iteration 16Q: 3 clusters Score -66396.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -66397.281250 Penalty: 690.075562
	Iteration 17Q: 3 clusters Score -66397.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -66397.656250 Penalty: 690.075562
	Iteration 18Q: 3 clusters Score -66397.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -66397.703125 Penalty: 690.075562
	Iteration 19Q: 3 clusters Score -66397.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -66397.906250 Penalty: 690.075562
	Iteration 20F: 3 clusters Score -66397.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Entering Unmasked Estep 
Score: -535312.312500 Penalty: 436.398285
	Iteration 0F: 2 clusters Score -535312.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -525501.125000 Penalty: 872.796570
	Iteration 0F: 3 clusters Score -525501.1 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -529987.937500 Penalty: 872.796570
	Iteration 1F: 3 clusters Score -529987.9 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -530716.437500 Penalty: 872.796570
	Iteration 2F: 3 clusters Score -530716.4 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -531732.812500 Penalty: 872.796570
	Iteration 3F: 3 clusters Score -531732.8 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -532852.250000 Penalty: 872.796570
	Iteration 4F: 3 clusters Score -532852.2 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -533831.687500 Penalty: 872.796570
	Iteration 5F: 3 clusters Score -533831.7 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -534450.437500 Penalty: 872.796570
	Iteration 6Q: 3 clusters Score -534450.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -534748.312500 Penalty: 872.796570
	Iteration 7Q: 3 clusters Score -534748.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -534884.937500 Penalty: 872.796570
	Iteration 8Q: 3 clusters Score -534884.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -534963.937500 Penalty: 872.796570
	Iteration 9Q: 3 clusters Score -534963.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -535025.875000 Penalty: 872.796570
	Iteration 10Q: 3 clusters Score -535025.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -535089.375000 Penalty: 872.796570
	Iteration 11Q: 3 clusters Score -535089.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -535136.562500 Penalty: 872.796570
	Iteration 12Q: 3 clusters Score -535136.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -535165.812500 Penalty: 872.796570
	Iteration 13Q: 3 clusters Score -535165.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -535183.750000 Penalty: 872.796570
	Iteration 14Q: 3 clusters Score -535183.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -535195.437500 Penalty: 872.796570
	Iteration 15Q: 3 clusters Score -535195.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -535205.562500 Penalty: 872.796570
	Iteration 16Q: 3 clusters Score -535205.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -535214.187500 Penalty: 872.796570
	Iteration 17Q: 3 clusters Score -535214.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -535223.687500 Penalty: 872.796570
	Iteration 18Q: 3 clusters Score -535223.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -535229.937500 Penalty: 872.796570
	Iteration 19Q: 3 clusters Score -535229.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -535234.250000 Penalty: 872.796570
	Iteration 20F: 3 clusters Score -535234.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -535237.812500 Penalty: 872.796570
	Iteration 21Q: 3 clusters Score -535237.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -535240.937500 Penalty: 872.796570
	Iteration 22Q: 3 clusters Score -535240.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -535242.250000 Penalty: 872.796570
	Iteration 23Q: 3 clusters Score -535242.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -535243.500000 Penalty: 872.796570
	Iteration 24Q: 3 clusters Score -535243.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -535243.500000 Penalty: 872.796570
	Iteration 25Q: 3 clusters Score -535243.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -535243.937500 Penalty: 872.796570
	Iteration 26Q: 3 clusters Score -535243.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -535245.250000 Penalty: 872.796570
	Iteration 27Q: 3 clusters Score -535245.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -535246.187500 Penalty: 872.796570
	Iteration 28Q: 3 clusters Score -535246.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -535246.875000 Penalty: 872.796570
	Iteration 29Q: 3 clusters Score -535246.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -535248.687500 Penalty: 872.796570
	Iteration 30Q: 3 clusters Score -535248.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -535251.500000 Penalty: 872.796570
	Iteration 31Q: 3 clusters Score -535251.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -535250.812500 Penalty: 872.796570
	Iteration 32Q: 3 clusters Score -535250.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -535252.312500 Penalty: 872.796570
	Iteration 33Q: 3 clusters Score -535252.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -535252.625000 Penalty: 872.796570
	Iteration 34Q: 3 clusters Score -535252.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -535254.125000 Penalty: 872.796570
	Iteration 35Q: 3 clusters Score -535254.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -535255.250000 Penalty: 872.796570
	Iteration 36Q: 3 clusters Score -535255.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -535254.750000 Penalty: 872.796570
	Iteration 37Q: 3 clusters Score -535254.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -535254.750000 Penalty: 872.796570
	Iteration 38F: 3 clusters Score -535254.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Entering Unmasked Estep 
Score: -55481.687500 Penalty: 336.309387
	Iteration 0F: 2 clusters Score -55481.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -54278.980469 Penalty: 672.618774
	Iteration 0F: 3 clusters Score -54278.98 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -54640.746094 Penalty: 672.618774
	Iteration 1F: 3 clusters Score -54640.75 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -54708.390625 Penalty: 672.618774
	Iteration 2F: 3 clusters Score -54708.39 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -54756.550781 Penalty: 672.618774
	Iteration 3F: 3 clusters Score -54756.55 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -54795.726562 Penalty: 672.618774
	Iteration 4Q: 3 clusters Score -54795.73 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -54837.613281 Penalty: 672.618774
	Iteration 5Q: 3 clusters Score -54837.61 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -54876.285156 Penalty: 672.618774
	Iteration 6Q: 3 clusters Score -54876.29 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -54914.039062 Penalty: 672.618774
	Iteration 7Q: 3 clusters Score -54914.04 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -54952.410156 Penalty: 672.618774
	Iteration 8Q: 3 clusters Score -54952.41 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -55001.097656 Penalty: 672.618774
	Iteration 9Q: 3 clusters Score -55001.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55047.519531 Penalty: 672.618774
	Iteration 10Q: 3 clusters Score -55047.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -55083.292969 Penalty: 672.618774
	Iteration 11Q: 3 clusters Score -55083.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55121.160156 Penalty: 672.618774
	Iteration 12Q: 3 clusters Score -55121.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -55147.511719 Penalty: 672.618774
	Iteration 13Q: 3 clusters Score -55147.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -55168.117188 Penalty: 672.618774
	Iteration 14Q: 3 clusters Score -55168.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -55196.683594 Penalty: 672.618774
	Iteration 15Q: 3 clusters Score -55196.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -55215.519531 Penalty: 672.618774
	Iteration 16Q: 3 clusters Score -55215.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -55234.371094 Penalty: 672.618774
	Iteration 17Q: 3 clusters Score -55234.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -55264.015625 Penalty: 672.618774
	Iteration 18Q: 3 clusters Score -55264.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -55293.925781 Penalty: 672.618774
	Iteration 19Q: 3 clusters Score -55293.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -55344.722656 Penalty: 672.618774
	Iteration 20F: 3 clusters Score -55344.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -55381.542969 Penalty: 672.618774
	Iteration 21Q: 3 clusters Score -55381.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -55413.640625 Penalty: 672.618774
	Iteration 22Q: 3 clusters Score -55413.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55442.968750 Penalty: 672.618774
	Iteration 23Q: 3 clusters Score -55442.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55480.875000 Penalty: 672.618774
	Iteration 24Q: 3 clusters Score -55480.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55495.921875 Penalty: 672.618774
	Iteration 25Q: 3 clusters Score -55495.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55503.234375 Penalty: 672.618774
	Iteration 26Q: 3 clusters Score -55503.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55507.425781 Penalty: 672.618774
	Iteration 27Q: 3 clusters Score -55507.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55509.667969 Penalty: 672.618774
	Iteration 28Q: 3 clusters Score -55509.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55510.031250 Penalty: 672.618774
	Iteration 29Q: 3 clusters Score -55510.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -55510.789062 Penalty: 672.618774
	Iteration 30Q: 3 clusters Score -55510.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -55511.316406 Penalty: 672.618774
	Iteration 31Q: 3 clusters Score -55511.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -55513.074219 Penalty: 672.618774
	Iteration 32F: 3 clusters Score -55513.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -55513.457031 Penalty: 672.618774
	Iteration 33Q: 3 clusters Score -55513.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -55513.457031 Penalty: 672.618774
	Iteration 34F: 3 clusters Score -55513.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 20887 members 
Mstep: Class 3 contains 7929 members 
Mstep: Class 4 contains 481462 members 
Mstep: Class 5 contains 11570 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14320 members 
Mstep: Class 8 contains 12220 members 
Mstep: Class 9 contains 7519 members 
Mstep: Class 10 contains 4540 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 561236 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 107214 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 1965 members 
Mstep: Class 17 contains 14635 members 
Mstep: Class 18 contains 1333 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 6963 members 
Mstep: Class 22 contains 14223 members 
Mstep: Class 23 contains 7935 members 
Mstep: Class 24 contains 6347 members 
Mstep: Class 25 contains 5232 members 
Mstep: Class 26 contains 9721 members 
Mstep: Class 27 contains 3852 members 
Mstep: Class 28 contains 2646 members 
Mstep: Class 29 contains 11456 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15059 members 
Mstep: Class 32 contains 2886 members 
Mstep: Class 33 contains 3074 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 4842 members 
Mstep: Class 38 contains 10856 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1389 members 
Mstep: Class 41 contains 1428 members 
Mstep: Class 42 contains 289 members 
Entering Unmasked Estep 
Score: -50373356.000000 Penalty: 27027.978516
Splitting cluster 18 changes total score from -50373396.000000 to -50373356.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (2940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Entering Unmasked Estep 
Score: -108235.070312 Penalty: 363.370514
	Iteration 0F: 2 clusters Score -108235.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -106193.796875 Penalty: 726.741028
	Iteration 0F: 3 clusters Score -106193.8 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -106931.218750 Penalty: 726.741028
	Iteration 1F: 3 clusters Score -106931.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -107077.851562 Penalty: 726.741028
	Iteration 2F: 3 clusters Score -107077.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -107234.148438 Penalty: 726.741028
	Iteration 3F: 3 clusters Score -107234.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -107411.914062 Penalty: 726.741028
	Iteration 4F: 3 clusters Score -107411.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -107589.734375 Penalty: 726.741028
	Iteration 5F: 3 clusters Score -107589.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -107712.250000 Penalty: 726.741028
	Iteration 6F: 3 clusters Score -107712.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -107813.156250 Penalty: 726.741028
	Iteration 7Q: 3 clusters Score -107813.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -107878.929688 Penalty: 726.741028
	Iteration 8Q: 3 clusters Score -107878.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -107930.460938 Penalty: 726.741028
	Iteration 9Q: 3 clusters Score -107930.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -107963.789062 Penalty: 726.741028
	Iteration 10Q: 3 clusters Score -107963.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -107985.195312 Penalty: 726.741028
	Iteration 11Q: 3 clusters Score -107985.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -107999.796875 Penalty: 726.741028
	Iteration 12Q: 3 clusters Score -107999.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -108013.843750 Penalty: 726.741028
	Iteration 13Q: 3 clusters Score -108013.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -108018.234375 Penalty: 726.741028
	Iteration 14Q: 3 clusters Score -108018.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -108020.421875 Penalty: 726.741028
	Iteration 15Q: 3 clusters Score -108020.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -108022.250000 Penalty: 726.741028
	Iteration 16Q: 3 clusters Score -108022.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -108023.742188 Penalty: 726.741028
	Iteration 17Q: 3 clusters Score -108023.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -108025.054688 Penalty: 726.741028
	Iteration 18Q: 3 clusters Score -108025.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -108025.617188 Penalty: 726.741028
	Iteration 19Q: 3 clusters Score -108025.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -108025.593750 Penalty: 726.741028
	Iteration 20F: 3 clusters Score -108025.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -108025.796875 Penalty: 726.741028
	Iteration 21Q: 3 clusters Score -108025.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -108025.781250 Penalty: 726.741028
	Iteration 22Q: 3 clusters Score -108025.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -108025.859375 Penalty: 726.741028
	Iteration 23Q: 3 clusters Score -108025.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -108025.859375 Penalty: 726.741028
	Iteration 24F: 3 clusters Score -108025.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Entering Unmasked Estep 
Score: -55125.519531 Penalty: 339.687317
	Iteration 0F: 2 clusters Score -55125.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -53833.906250 Penalty: 679.374634
	Iteration 0F: 3 clusters Score -53833.91 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -54312.320312 Penalty: 679.374634
	Iteration 1F: 3 clusters Score -54312.32 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -54413.566406 Penalty: 679.374634
	Iteration 2F: 3 clusters Score -54413.57 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -54506.371094 Penalty: 679.374634
	Iteration 3F: 3 clusters Score -54506.37 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -54589.867188 Penalty: 679.374634
	Iteration 4F: 3 clusters Score -54589.87 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -54634.929688 Penalty: 679.374634
	Iteration 5Q: 3 clusters Score -54634.93 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -54671.773438 Penalty: 679.374634
	Iteration 6Q: 3 clusters Score -54671.77 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -54713.152344 Penalty: 679.374634
	Iteration 7Q: 3 clusters Score -54713.15 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -54735.933594 Penalty: 679.374634
	Iteration 8Q: 3 clusters Score -54735.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -54760.593750 Penalty: 679.374634
	Iteration 9Q: 3 clusters Score -54760.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -54778.660156 Penalty: 679.374634
	Iteration 10Q: 3 clusters Score -54778.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -54797.406250 Penalty: 679.374634
	Iteration 11Q: 3 clusters Score -54797.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -54817.046875 Penalty: 679.374634
	Iteration 12Q: 3 clusters Score -54817.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -54833.734375 Penalty: 679.374634
	Iteration 13Q: 3 clusters Score -54833.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -54848.785156 Penalty: 679.374634
	Iteration 14Q: 3 clusters Score -54848.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -54862.542969 Penalty: 679.374634
	Iteration 15Q: 3 clusters Score -54862.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -54873.390625 Penalty: 679.374634
	Iteration 16Q: 3 clusters Score -54873.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -54883.093750 Penalty: 679.374634
	Iteration 17Q: 3 clusters Score -54883.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -54894.000000 Penalty: 679.374634
	Iteration 18Q: 3 clusters Score -54894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -54903.757812 Penalty: 679.374634
	Iteration 19Q: 3 clusters Score -54903.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -54915.031250 Penalty: 679.374634
	Iteration 20F: 3 clusters Score -54915.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -54925.882812 Penalty: 679.374634
	Iteration 21Q: 3 clusters Score -54925.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -54932.675781 Penalty: 679.374634
	Iteration 22Q: 3 clusters Score -54932.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -54935.484375 Penalty: 679.374634
	Iteration 23Q: 3 clusters Score -54935.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -54939.902344 Penalty: 679.374634
	Iteration 24Q: 3 clusters Score -54939.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -54943.718750 Penalty: 679.374634
	Iteration 25Q: 3 clusters Score -54943.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -54947.539062 Penalty: 679.374634
	Iteration 26Q: 3 clusters Score -54947.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -54952.476562 Penalty: 679.374634
	Iteration 27Q: 3 clusters Score -54952.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -54956.320312 Penalty: 679.374634
	Iteration 28Q: 3 clusters Score -54956.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -54958.378906 Penalty: 679.374634
	Iteration 29Q: 3 clusters Score -54958.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -54959.585938 Penalty: 679.374634
	Iteration 30Q: 3 clusters Score -54959.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -54959.886719 Penalty: 679.374634
	Iteration 31Q: 3 clusters Score -54959.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -54960.171875 Penalty: 679.374634
	Iteration 32Q: 3 clusters Score -54960.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -54960.171875 Penalty: 679.374634
	Iteration 33F: 3 clusters Score -54960.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Entering Unmasked Estep 
Score: -263407.781250 Penalty: 402.600647
	Iteration 0F: 2 clusters Score -263407.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -258744.343750 Penalty: 805.201294
	Iteration 0F: 3 clusters Score -258744.3 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -260479.921875 Penalty: 805.201294
	Iteration 1F: 3 clusters Score -260479.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -260671.593750 Penalty: 805.201294
	Iteration 2F: 3 clusters Score -260671.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -260874.656250 Penalty: 805.201294
	Iteration 3F: 3 clusters Score -260874.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -261202.515625 Penalty: 805.201294
	Iteration 4F: 3 clusters Score -261202.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -261659.375000 Penalty: 805.201294
	Iteration 5F: 3 clusters Score -261659.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -262188.281250 Penalty: 805.201294
	Iteration 6F: 3 clusters Score -262188.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -262661.906250 Penalty: 805.201294
	Iteration 7F: 3 clusters Score -262661.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -262981.656250 Penalty: 805.201294
	Iteration 8F: 3 clusters Score -262981.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -263175.312500 Penalty: 805.201294
	Iteration 9Q: 3 clusters Score -263175.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -263288.187500 Penalty: 805.201294
	Iteration 10Q: 3 clusters Score -263288.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -263357.937500 Penalty: 805.201294
	Iteration 11Q: 3 clusters Score -263357.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -263389.968750 Penalty: 805.201294
	Iteration 12Q: 3 clusters Score -263390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -263403.250000 Penalty: 805.201294
	Iteration 13Q: 3 clusters Score -263403.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -263409.906250 Penalty: 805.201294
	Iteration 14Q: 3 clusters Score -263409.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -263414.187500 Penalty: 805.201294
	Iteration 15Q: 3 clusters Score -263414.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -263418.062500 Penalty: 805.201294
	Iteration 16Q: 3 clusters Score -263418.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -263421.281250 Penalty: 805.201294
	Iteration 17Q: 3 clusters Score -263421.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -263425.687500 Penalty: 805.201294
	Iteration 18Q: 3 clusters Score -263425.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -263428.187500 Penalty: 805.201294
	Iteration 19Q: 3 clusters Score -263428.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -263430.000000 Penalty: 805.201294
	Iteration 20F: 3 clusters Score -263430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -263431.093750 Penalty: 805.201294
	Iteration 21Q: 3 clusters Score -263431.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -263432.156250 Penalty: 805.201294
	Iteration 22Q: 3 clusters Score -263432.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -263432.843750 Penalty: 805.201294
	Iteration 23Q: 3 clusters Score -263432.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -263433.187500 Penalty: 805.201294
	Iteration 24Q: 3 clusters Score -263433.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -263433.656250 Penalty: 805.201294
	Iteration 25Q: 3 clusters Score -263433.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -263434.250000 Penalty: 805.201294
	Iteration 26Q: 3 clusters Score -263434.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -263435.562500 Penalty: 805.201294
	Iteration 27Q: 3 clusters Score -263435.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -263436.437500 Penalty: 805.201294
	Iteration 28Q: 3 clusters Score -263436.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -263436.687500 Penalty: 805.201294
	Iteration 29Q: 3 clusters Score -263436.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -263436.968750 Penalty: 805.201294
	Iteration 30Q: 3 clusters Score -263437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -263436.875000 Penalty: 805.201294
	Iteration 31Q: 3 clusters Score -263436.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -263436.875000 Penalty: 805.201294
	Iteration 32F: 3 clusters Score -263436.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 20887 members 
Mstep: Class 3 contains 7929 members 
Mstep: Class 4 contains 481462 members 
Mstep: Class 5 contains 11570 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14320 members 
Mstep: Class 8 contains 12220 members 
Mstep: Class 9 contains 7519 members 
Mstep: Class 10 contains 4540 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 561236 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 107214 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 1965 members 
Mstep: Class 17 contains 14635 members 
Mstep: Class 18 contains 1622 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 14223 members 
Mstep: Class 23 contains 7935 members 
Mstep: Class 24 contains 6347 members 
Mstep: Class 25 contains 5232 members 
Mstep: Class 26 contains 9721 members 
Mstep: Class 27 contains 3852 members 
Mstep: Class 28 contains 2646 members 
Mstep: Class 29 contains 11456 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15059 members 
Mstep: Class 32 contains 2886 members 
Mstep: Class 33 contains 3074 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 4842 members 
Mstep: Class 38 contains 10856 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1389 members 
Mstep: Class 41 contains 1428 members 
Mstep: Class 42 contains 965 members 
Entering Unmasked Estep 
Score: -50373396.000000 Penalty: 27027.978516
Splitting cluster 21 changes total score from -50373396.000000 to -50373396.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (14223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Entering Unmasked Estep 
Score: -508914.062500 Penalty: 435.098999
	Iteration 0F: 2 clusters Score -508914.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -499410.593750 Penalty: 870.197998
	Iteration 0F: 3 clusters Score -499410.6 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -503572.750000 Penalty: 870.197998
	Iteration 1F: 3 clusters Score -503572.8 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -503971.875000 Penalty: 870.197998
	Iteration 2F: 3 clusters Score -503971.9 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -504385.000000 Penalty: 870.197998
	Iteration 3F: 3 clusters Score -504385 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -504872.812500 Penalty: 870.197998
	Iteration 4F: 3 clusters Score -504872.8 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -505461.843750 Penalty: 870.197998
	Iteration 5F: 3 clusters Score -505461.8 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -506013.750000 Penalty: 870.197998
	Iteration 6F: 3 clusters Score -506013.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -506429.031250 Penalty: 870.197998
	Iteration 7Q: 3 clusters Score -506429 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -506731.375000 Penalty: 870.197998
	Iteration 8Q: 3 clusters Score -506731.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -506991.875000 Penalty: 870.197998
	Iteration 9Q: 3 clusters Score -506991.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -507223.625000 Penalty: 870.197998
	Iteration 10Q: 3 clusters Score -507223.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -507461.687500 Penalty: 870.197998
	Iteration 11Q: 3 clusters Score -507461.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -507708.312500 Penalty: 870.197998
	Iteration 12Q: 3 clusters Score -507708.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -507959.656250 Penalty: 870.197998
	Iteration 13Q: 3 clusters Score -507959.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -508193.500000 Penalty: 870.197998
	Iteration 14Q: 3 clusters Score -508193.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -508386.812500 Penalty: 870.197998
	Iteration 15Q: 3 clusters Score -508386.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -508506.218750 Penalty: 870.197998
	Iteration 16Q: 3 clusters Score -508506.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -508572.000000 Penalty: 870.197998
	Iteration 17Q: 3 clusters Score -508572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -508610.187500 Penalty: 870.197998
	Iteration 18Q: 3 clusters Score -508610.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -508636.062500 Penalty: 870.197998
	Iteration 19Q: 3 clusters Score -508636.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -508656.718750 Penalty: 870.197998
	Iteration 20F: 3 clusters Score -508656.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -508679.125000 Penalty: 870.197998
	Iteration 21Q: 3 clusters Score -508679.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -508687.375000 Penalty: 870.197998
	Iteration 22Q: 3 clusters Score -508687.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -508705.000000 Penalty: 870.197998
	Iteration 23Q: 3 clusters Score -508705 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -508721.375000 Penalty: 870.197998
	Iteration 24Q: 3 clusters Score -508721.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -508741.531250 Penalty: 870.197998
	Iteration 25Q: 3 clusters Score -508741.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -508761.187500 Penalty: 870.197998
	Iteration 26Q: 3 clusters Score -508761.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -508776.062500 Penalty: 870.197998
	Iteration 27Q: 3 clusters Score -508776.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -508780.718750 Penalty: 870.197998
	Iteration 28Q: 3 clusters Score -508780.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -508782.093750 Penalty: 870.197998
	Iteration 29Q: 3 clusters Score -508782.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -508784.437500 Penalty: 870.197998
	Iteration 30Q: 3 clusters Score -508784.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -508784.812500 Penalty: 870.197998
	Iteration 31Q: 3 clusters Score -508784.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -508786.312500 Penalty: 870.197998
	Iteration 32Q: 3 clusters Score -508786.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -508789.375000 Penalty: 870.197998
	Iteration 33Q: 3 clusters Score -508789.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -508792.718750 Penalty: 870.197998
	Iteration 34Q: 3 clusters Score -508792.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -508793.781250 Penalty: 870.197998
	Iteration 35Q: 3 clusters Score -508793.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -508793.593750 Penalty: 870.197998
	Iteration 36Q: 3 clusters Score -508793.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -508794.937500 Penalty: 870.197998
	Iteration 37Q: 3 clusters Score -508794.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -508796.093750 Penalty: 870.197998
	Iteration 38Q: 3 clusters Score -508796.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -508798.937500 Penalty: 870.197998
	Iteration 39Q: 3 clusters Score -508798.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -508800.343750 Penalty: 870.197998
	Iteration 40F: 3 clusters Score -508800.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -508800.812500 Penalty: 870.197998
	Iteration 41Q: 3 clusters Score -508800.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -508802.218750 Penalty: 870.197998
	Iteration 42Q: 3 clusters Score -508802.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -508801.875000 Penalty: 870.197998
	Iteration 43Q: 3 clusters Score -508801.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -508803.187500 Penalty: 870.197998
	Iteration 44Q: 3 clusters Score -508803.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -508803.562500 Penalty: 870.197998
	Iteration 45Q: 3 clusters Score -508803.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -508804.906250 Penalty: 870.197998
	Iteration 46Q: 3 clusters Score -508804.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -508805.906250 Penalty: 870.197998
	Iteration 47Q: 3 clusters Score -508805.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -508806.125000 Penalty: 870.197998
	Iteration 48Q: 3 clusters Score -508806.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -508806.125000 Penalty: 870.197998
	Iteration 49F: 3 clusters Score -508806.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Entering Unmasked Estep 
Score: -282622.062500 Penalty: 408.546234
	Iteration 0F: 2 clusters Score -282622.1 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 3959 members 
Entering Unmasked Estep 
Score: -277383.000000 Penalty: 817.092468
	Iteration 0F: 3 clusters Score -277383 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -279714.250000 Penalty: 817.092468
	Iteration 1F: 3 clusters Score -279714.2 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -280241.437500 Penalty: 817.092468
	Iteration 2F: 3 clusters Score -280241.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -280733.625000 Penalty: 817.092468
	Iteration 3F: 3 clusters Score -280733.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -281125.875000 Penalty: 817.092468
	Iteration 4F: 3 clusters Score -281125.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -281416.343750 Penalty: 817.092468
	Iteration 5F: 3 clusters Score -281416.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -281608.625000 Penalty: 817.092468
	Iteration 6Q: 3 clusters Score -281608.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -281743.531250 Penalty: 817.092468
	Iteration 7Q: 3 clusters Score -281743.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -281818.406250 Penalty: 817.092468
	Iteration 8Q: 3 clusters Score -281818.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -281861.968750 Penalty: 817.092468
	Iteration 9Q: 3 clusters Score -281862 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -281899.437500 Penalty: 817.092468
	Iteration 10Q: 3 clusters Score -281899.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -281932.718750 Penalty: 817.092468
	Iteration 11Q: 3 clusters Score -281932.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -281964.593750 Penalty: 817.092468
	Iteration 12Q: 3 clusters Score -281964.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -281996.156250 Penalty: 817.092468
	Iteration 13Q: 3 clusters Score -281996.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -282026.656250 Penalty: 817.092468
	Iteration 14Q: 3 clusters Score -282026.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -282051.750000 Penalty: 817.092468
	Iteration 15Q: 3 clusters Score -282051.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -282070.093750 Penalty: 817.092468
	Iteration 16Q: 3 clusters Score -282070.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -282093.812500 Penalty: 817.092468
	Iteration 17Q: 3 clusters Score -282093.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -282112.593750 Penalty: 817.092468
	Iteration 18Q: 3 clusters Score -282112.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -282132.656250 Penalty: 817.092468
	Iteration 19Q: 3 clusters Score -282132.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -282155.375000 Penalty: 817.092468
	Iteration 20F: 3 clusters Score -282155.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -282178.218750 Penalty: 817.092468
	Iteration 21Q: 3 clusters Score -282178.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -282195.187500 Penalty: 817.092468
	Iteration 22Q: 3 clusters Score -282195.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -282210.906250 Penalty: 817.092468
	Iteration 23Q: 3 clusters Score -282210.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -282225.437500 Penalty: 817.092468
	Iteration 24Q: 3 clusters Score -282225.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -282238.093750 Penalty: 817.092468
	Iteration 25Q: 3 clusters Score -282238.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -282249.312500 Penalty: 817.092468
	Iteration 26Q: 3 clusters Score -282249.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -282258.062500 Penalty: 817.092468
	Iteration 27Q: 3 clusters Score -282258.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -282270.375000 Penalty: 817.092468
	Iteration 28Q: 3 clusters Score -282270.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -282288.625000 Penalty: 817.092468
	Iteration 29Q: 3 clusters Score -282288.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -282315.218750 Penalty: 817.092468
	Iteration 30Q: 3 clusters Score -282315.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -282347.937500 Penalty: 817.092468
	Iteration 31Q: 3 clusters Score -282347.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -282383.968750 Penalty: 817.092468
	Iteration 32Q: 3 clusters Score -282384 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -282410.375000 Penalty: 817.092468
	Iteration 33Q: 3 clusters Score -282410.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -282431.937500 Penalty: 817.092468
	Iteration 34Q: 3 clusters Score -282431.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -282446.593750 Penalty: 817.092468
	Iteration 35Q: 3 clusters Score -282446.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -282450.968750 Penalty: 817.092468
	Iteration 36Q: 3 clusters Score -282451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -282452.500000 Penalty: 817.092468
	Iteration 37Q: 3 clusters Score -282452.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -282454.031250 Penalty: 817.092468
	Iteration 38Q: 3 clusters Score -282454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -282454.187500 Penalty: 817.092468
	Iteration 39Q: 3 clusters Score -282454.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -282454.125000 Penalty: 817.092468
	Iteration 40F: 3 clusters Score -282454.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -282454.531250 Penalty: 817.092468
	Iteration 41Q: 3 clusters Score -282454.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -282454.656250 Penalty: 817.092468
	Iteration 42Q: 3 clusters Score -282454.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -282455.218750 Penalty: 817.092468
	Iteration 43Q: 3 clusters Score -282455.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -282455.218750 Penalty: 817.092468
	Iteration 44F: 3 clusters Score -282455.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Entering Unmasked Estep 
Score: -223845.062500 Penalty: 398.386047
	Iteration 0F: 2 clusters Score -223845.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -219600.562500 Penalty: 796.772095
	Iteration 0F: 3 clusters Score -219600.6 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -221183.031250 Penalty: 796.772095
	Iteration 1F: 3 clusters Score -221183 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -221327.062500 Penalty: 796.772095
	Iteration 2F: 3 clusters Score -221327.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -221486.046875 Penalty: 796.772095
	Iteration 3F: 3 clusters Score -221486 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -221666.531250 Penalty: 796.772095
	Iteration 4F: 3 clusters Score -221666.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -221849.359375 Penalty: 796.772095
	Iteration 5F: 3 clusters Score -221849.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -222059.078125 Penalty: 796.772095
	Iteration 6F: 3 clusters Score -222059.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -222234.109375 Penalty: 796.772095
	Iteration 7Q: 3 clusters Score -222234.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -222362.187500 Penalty: 796.772095
	Iteration 8Q: 3 clusters Score -222362.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -222442.875000 Penalty: 796.772095
	Iteration 9Q: 3 clusters Score -222442.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -222490.156250 Penalty: 796.772095
	Iteration 10Q: 3 clusters Score -222490.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -222520.343750 Penalty: 796.772095
	Iteration 11Q: 3 clusters Score -222520.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -222539.625000 Penalty: 796.772095
	Iteration 12Q: 3 clusters Score -222539.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -222563.750000 Penalty: 796.772095
	Iteration 13Q: 3 clusters Score -222563.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -222587.296875 Penalty: 796.772095
	Iteration 14Q: 3 clusters Score -222587.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -222608.859375 Penalty: 796.772095
	Iteration 15Q: 3 clusters Score -222608.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -222633.937500 Penalty: 796.772095
	Iteration 16Q: 3 clusters Score -222633.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -222660.656250 Penalty: 796.772095
	Iteration 17Q: 3 clusters Score -222660.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -222694.187500 Penalty: 796.772095
	Iteration 18Q: 3 clusters Score -222694.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -222734.921875 Penalty: 796.772095
	Iteration 19Q: 3 clusters Score -222734.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -222779.046875 Penalty: 796.772095
	Iteration 20F: 3 clusters Score -222779 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -222826.781250 Penalty: 796.772095
	Iteration 21Q: 3 clusters Score -222826.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -222884.453125 Penalty: 796.772095
	Iteration 22Q: 3 clusters Score -222884.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -222942.000000 Penalty: 796.772095
	Iteration 23Q: 3 clusters Score -222942 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -223007.734375 Penalty: 796.772095
	Iteration 24Q: 3 clusters Score -223007.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -223077.656250 Penalty: 796.772095
	Iteration 25Q: 3 clusters Score -223077.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -223148.140625 Penalty: 796.772095
	Iteration 26Q: 3 clusters Score -223148.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -223206.234375 Penalty: 796.772095
	Iteration 27Q: 3 clusters Score -223206.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -223239.500000 Penalty: 796.772095
	Iteration 28Q: 3 clusters Score -223239.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -223264.812500 Penalty: 796.772095
	Iteration 29Q: 3 clusters Score -223264.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -223290.781250 Penalty: 796.772095
	Iteration 30Q: 3 clusters Score -223290.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -223304.609375 Penalty: 796.772095
	Iteration 31Q: 3 clusters Score -223304.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -223314.109375 Penalty: 796.772095
	Iteration 32Q: 3 clusters Score -223314.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -223327.671875 Penalty: 796.772095
	Iteration 33Q: 3 clusters Score -223327.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -223342.828125 Penalty: 796.772095
	Iteration 34Q: 3 clusters Score -223342.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -223359.109375 Penalty: 796.772095
	Iteration 35Q: 3 clusters Score -223359.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -223374.281250 Penalty: 796.772095
	Iteration 36Q: 3 clusters Score -223374.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -223386.750000 Penalty: 796.772095
	Iteration 37Q: 3 clusters Score -223386.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -223394.406250 Penalty: 796.772095
	Iteration 38Q: 3 clusters Score -223394.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -223402.203125 Penalty: 796.772095
	Iteration 39Q: 3 clusters Score -223402.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -223408.156250 Penalty: 796.772095
	Iteration 40F: 3 clusters Score -223408.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -223411.218750 Penalty: 796.772095
	Iteration 41Q: 3 clusters Score -223411.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -223412.984375 Penalty: 796.772095
	Iteration 42Q: 3 clusters Score -223413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -223415.265625 Penalty: 796.772095
	Iteration 43Q: 3 clusters Score -223415.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -223417.484375 Penalty: 796.772095
	Iteration 44Q: 3 clusters Score -223417.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -223420.765625 Penalty: 796.772095
	Iteration 45Q: 3 clusters Score -223420.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -223423.062500 Penalty: 796.772095
	Iteration 46Q: 3 clusters Score -223423.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -223428.421875 Penalty: 796.772095
	Iteration 47Q: 3 clusters Score -223428.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -223432.656250 Penalty: 796.772095
	Iteration 48Q: 3 clusters Score -223432.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -223435.375000 Penalty: 796.772095
	Iteration 49Q: 3 clusters Score -223435.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -223440.515625 Penalty: 796.772095
	Iteration 50Q: 3 clusters Score -223440.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -223446.031250 Penalty: 796.772095
	Iteration 51Q: 3 clusters Score -223446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -223452.640625 Penalty: 796.772095
	Iteration 52Q: 3 clusters Score -223452.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -223458.156250 Penalty: 796.772095
	Iteration 53Q: 3 clusters Score -223458.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -223460.687500 Penalty: 796.772095
	Iteration 54Q: 3 clusters Score -223460.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -223462.187500 Penalty: 796.772095
	Iteration 55Q: 3 clusters Score -223462.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -223462.531250 Penalty: 796.772095
	Iteration 56Q: 3 clusters Score -223462.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -223464.218750 Penalty: 796.772095
	Iteration 57Q: 3 clusters Score -223464.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -223464.734375 Penalty: 796.772095
	Iteration 58Q: 3 clusters Score -223464.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -223466.046875 Penalty: 796.772095
	Iteration 59Q: 3 clusters Score -223466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -223466.828125 Penalty: 796.772095
	Iteration 60F: 3 clusters Score -223466.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -223468.890625 Penalty: 796.772095
	Iteration 61Q: 3 clusters Score -223468.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -223472.812500 Penalty: 796.772095
	Iteration 62Q: 3 clusters Score -223472.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -223474.453125 Penalty: 796.772095
	Iteration 63Q: 3 clusters Score -223474.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -223475.875000 Penalty: 796.772095
	Iteration 64Q: 3 clusters Score -223475.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -223476.687500 Penalty: 796.772095
	Iteration 65Q: 3 clusters Score -223476.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -223476.796875 Penalty: 796.772095
	Iteration 66Q: 3 clusters Score -223476.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -223477.218750 Penalty: 796.772095
	Iteration 67Q: 3 clusters Score -223477.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -223477.062500 Penalty: 796.772095
	Iteration 68Q: 3 clusters Score -223477.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -223477.062500 Penalty: 796.772095
	Iteration 69F: 3 clusters Score -223477.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Entering Unmasked Estep 
Score: -189117.796875 Penalty: 389.595978
	Iteration 0F: 2 clusters Score -189117.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -185631.421875 Penalty: 779.191956
	Iteration 0F: 3 clusters Score -185631.4 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -187008.140625 Penalty: 779.191956
	Iteration 1F: 3 clusters Score -187008.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -187304.953125 Penalty: 779.191956
	Iteration 2F: 3 clusters Score -187305 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -187678.531250 Penalty: 779.191956
	Iteration 3F: 3 clusters Score -187678.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -188014.296875 Penalty: 779.191956
	Iteration 4F: 3 clusters Score -188014.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -188267.015625 Penalty: 779.191956
	Iteration 5F: 3 clusters Score -188267 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -188413.000000 Penalty: 779.191956
	Iteration 6F: 3 clusters Score -188413 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -188485.093750 Penalty: 779.191956
	Iteration 7Q: 3 clusters Score -188485.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -188529.937500 Penalty: 779.191956
	Iteration 8Q: 3 clusters Score -188529.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -188560.312500 Penalty: 779.191956
	Iteration 9Q: 3 clusters Score -188560.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -188579.187500 Penalty: 779.191956
	Iteration 10Q: 3 clusters Score -188579.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -188600.125000 Penalty: 779.191956
	Iteration 11Q: 3 clusters Score -188600.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -188616.281250 Penalty: 779.191956
	Iteration 12Q: 3 clusters Score -188616.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -188633.828125 Penalty: 779.191956
	Iteration 13Q: 3 clusters Score -188633.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -188653.687500 Penalty: 779.191956
	Iteration 14Q: 3 clusters Score -188653.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -188670.953125 Penalty: 779.191956
	Iteration 15Q: 3 clusters Score -188671 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -188688.687500 Penalty: 779.191956
	Iteration 16Q: 3 clusters Score -188688.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -188702.796875 Penalty: 779.191956
	Iteration 17Q: 3 clusters Score -188702.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -188718.343750 Penalty: 779.191956
	Iteration 18Q: 3 clusters Score -188718.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -188734.421875 Penalty: 779.191956
	Iteration 19Q: 3 clusters Score -188734.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -188748.937500 Penalty: 779.191956
	Iteration 20F: 3 clusters Score -188748.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -188767.453125 Penalty: 779.191956
	Iteration 21Q: 3 clusters Score -188767.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -188790.156250 Penalty: 779.191956
	Iteration 22Q: 3 clusters Score -188790.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -188804.484375 Penalty: 779.191956
	Iteration 23Q: 3 clusters Score -188804.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -188815.265625 Penalty: 779.191956
	Iteration 24Q: 3 clusters Score -188815.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -188824.453125 Penalty: 779.191956
	Iteration 25Q: 3 clusters Score -188824.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -188835.500000 Penalty: 779.191956
	Iteration 26Q: 3 clusters Score -188835.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -188844.609375 Penalty: 779.191956
	Iteration 27Q: 3 clusters Score -188844.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -188856.718750 Penalty: 779.191956
	Iteration 28Q: 3 clusters Score -188856.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -188868.562500 Penalty: 779.191956
	Iteration 29Q: 3 clusters Score -188868.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -188885.609375 Penalty: 779.191956
	Iteration 30Q: 3 clusters Score -188885.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -188903.046875 Penalty: 779.191956
	Iteration 31Q: 3 clusters Score -188903 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -188926.703125 Penalty: 779.191956
	Iteration 32Q: 3 clusters Score -188926.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -188948.281250 Penalty: 779.191956
	Iteration 33Q: 3 clusters Score -188948.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -188976.109375 Penalty: 779.191956
	Iteration 34Q: 3 clusters Score -188976.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -189005.843750 Penalty: 779.191956
	Iteration 35Q: 3 clusters Score -189005.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -189027.859375 Penalty: 779.191956
	Iteration 36Q: 3 clusters Score -189027.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -189045.406250 Penalty: 779.191956
	Iteration 37Q: 3 clusters Score -189045.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -189060.875000 Penalty: 779.191956
	Iteration 38Q: 3 clusters Score -189060.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -189078.343750 Penalty: 779.191956
	Iteration 39Q: 3 clusters Score -189078.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -189092.328125 Penalty: 779.191956
	Iteration 40F: 3 clusters Score -189092.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -189103.640625 Penalty: 779.191956
	Iteration 41Q: 3 clusters Score -189103.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -189116.796875 Penalty: 779.191956
	Iteration 42Q: 3 clusters Score -189116.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -189129.343750 Penalty: 779.191956
	Iteration 43Q: 3 clusters Score -189129.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -189138.203125 Penalty: 779.191956
	Iteration 44Q: 3 clusters Score -189138.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -189148.375000 Penalty: 779.191956
	Iteration 45Q: 3 clusters Score -189148.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -189157.906250 Penalty: 779.191956
	Iteration 46Q: 3 clusters Score -189157.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -189162.171875 Penalty: 779.191956
	Iteration 47Q: 3 clusters Score -189162.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -189165.250000 Penalty: 779.191956
	Iteration 48Q: 3 clusters Score -189165.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -189168.531250 Penalty: 779.191956
	Iteration 49Q: 3 clusters Score -189168.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -189169.484375 Penalty: 779.191956
	Iteration 50Q: 3 clusters Score -189169.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -189169.781250 Penalty: 779.191956
	Iteration 51Q: 3 clusters Score -189169.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -189170.406250 Penalty: 779.191956
	Iteration 52Q: 3 clusters Score -189170.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -189170.609375 Penalty: 779.191956
	Iteration 53Q: 3 clusters Score -189170.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -189170.609375 Penalty: 779.191956
	Iteration 54F: 3 clusters Score -189170.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 20887 members 
Mstep: Class 3 contains 7929 members 
Mstep: Class 4 contains 481462 members 
Mstep: Class 5 contains 11570 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14320 members 
Mstep: Class 8 contains 12220 members 
Mstep: Class 9 contains 7519 members 
Mstep: Class 10 contains 4540 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 561236 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 107214 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 1965 members 
Mstep: Class 17 contains 14635 members 
Mstep: Class 18 contains 1622 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 6963 members 
Mstep: Class 22 contains 14223 members 
Mstep: Class 23 contains 7935 members 
Mstep: Class 24 contains 6347 members 
Mstep: Class 25 contains 4350 members 
Mstep: Class 26 contains 9721 members 
Mstep: Class 27 contains 3852 members 
Mstep: Class 28 contains 2646 members 
Mstep: Class 29 contains 11456 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15059 members 
Mstep: Class 32 contains 2886 members 
Mstep: Class 33 contains 3074 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 4842 members 
Mstep: Class 38 contains 10856 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1389 members 
Mstep: Class 41 contains 1428 members 
Mstep: Class 42 contains 882 members 
Entering Unmasked Estep 
Score: -50373380.000000 Penalty: 27027.978516
Splitting cluster 25 changes total score from -50373396.000000 to -50373380.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (9721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Entering Unmasked Estep 
Score: -343106.781250 Penalty: 417.782990
	Iteration 0F: 2 clusters Score -343106.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -336630.500000 Penalty: 835.565979
	Iteration 0F: 3 clusters Score -336630.5 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -340109.500000 Penalty: 835.565979
	Iteration 1F: 3 clusters Score -340109.5 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -340674.718750 Penalty: 835.565979
	Iteration 2F: 3 clusters Score -340674.7 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -341039.031250 Penalty: 835.565979
	Iteration 3F: 3 clusters Score -341039 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -341302.343750 Penalty: 835.565979
	Iteration 4F: 3 clusters Score -341302.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -341507.718750 Penalty: 835.565979
	Iteration 5Q: 3 clusters Score -341507.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -341722.625000 Penalty: 835.565979
	Iteration 6Q: 3 clusters Score -341722.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -341960.406250 Penalty: 835.565979
	Iteration 7Q: 3 clusters Score -341960.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -342261.281250 Penalty: 835.565979
	Iteration 8Q: 3 clusters Score -342261.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -342517.781250 Penalty: 835.565979
	Iteration 9Q: 3 clusters Score -342517.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -342688.468750 Penalty: 835.565979
	Iteration 10Q: 3 clusters Score -342688.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -342761.531250 Penalty: 835.565979
	Iteration 11Q: 3 clusters Score -342761.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -342796.656250 Penalty: 835.565979
	Iteration 12Q: 3 clusters Score -342796.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -342817.937500 Penalty: 835.565979
	Iteration 13Q: 3 clusters Score -342817.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -342831.468750 Penalty: 835.565979
	Iteration 14Q: 3 clusters Score -342831.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -342841.156250 Penalty: 835.565979
	Iteration 15Q: 3 clusters Score -342841.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -342854.875000 Penalty: 835.565979
	Iteration 16Q: 3 clusters Score -342854.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -342863.687500 Penalty: 835.565979
	Iteration 17Q: 3 clusters Score -342863.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -342869.906250 Penalty: 835.565979
	Iteration 18Q: 3 clusters Score -342869.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -342873.968750 Penalty: 835.565979
	Iteration 19Q: 3 clusters Score -342874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -342876.156250 Penalty: 835.565979
	Iteration 20F: 3 clusters Score -342876.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -342877.312500 Penalty: 835.565979
	Iteration 21Q: 3 clusters Score -342877.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -342880.187500 Penalty: 835.565979
	Iteration 22Q: 3 clusters Score -342880.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -342882.593750 Penalty: 835.565979
	Iteration 23Q: 3 clusters Score -342882.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -342886.218750 Penalty: 835.565979
	Iteration 24Q: 3 clusters Score -342886.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -342888.437500 Penalty: 835.565979
	Iteration 25Q: 3 clusters Score -342888.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -342890.406250 Penalty: 835.565979
	Iteration 26Q: 3 clusters Score -342890.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -342892.000000 Penalty: 835.565979
	Iteration 27Q: 3 clusters Score -342892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -342894.187500 Penalty: 835.565979
	Iteration 28Q: 3 clusters Score -342894.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -342896.031250 Penalty: 835.565979
	Iteration 29Q: 3 clusters Score -342896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -342896.750000 Penalty: 835.565979
	Iteration 30Q: 3 clusters Score -342896.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -342897.125000 Penalty: 835.565979
	Iteration 31Q: 3 clusters Score -342897.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -342896.937500 Penalty: 835.565979
	Iteration 32Q: 3 clusters Score -342896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -342897.625000 Penalty: 835.565979
	Iteration 33Q: 3 clusters Score -342897.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -342898.500000 Penalty: 835.565979
	Iteration 34Q: 3 clusters Score -342898.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -342899.000000 Penalty: 835.565979
	Iteration 35Q: 3 clusters Score -342899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -342899.437500 Penalty: 835.565979
	Iteration 36Q: 3 clusters Score -342899.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -342900.187500 Penalty: 835.565979
	Iteration 37Q: 3 clusters Score -342900.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -342901.906250 Penalty: 835.565979
	Iteration 38Q: 3 clusters Score -342901.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -342903.406250 Penalty: 835.565979
	Iteration 39Q: 3 clusters Score -342903.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -342903.375000 Penalty: 835.565979
	Iteration 40F: 3 clusters Score -342903.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -342903.937500 Penalty: 835.565979
	Iteration 41Q: 3 clusters Score -342903.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -342904.593750 Penalty: 835.565979
	Iteration 42Q: 3 clusters Score -342904.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -342905.906250 Penalty: 835.565979
	Iteration 43Q: 3 clusters Score -342905.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -342906.312500 Penalty: 835.565979
	Iteration 44Q: 3 clusters Score -342906.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -342906.968750 Penalty: 835.565979
	Iteration 45Q: 3 clusters Score -342907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -342906.656250 Penalty: 835.565979
	Iteration 46Q: 3 clusters Score -342906.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -342906.906250 Penalty: 835.565979
	Iteration 47Q: 3 clusters Score -342906.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -342906.968750 Penalty: 835.565979
	Iteration 48Q: 3 clusters Score -342907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -342907.156250 Penalty: 835.565979
	Iteration 49Q: 3 clusters Score -342907.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -342907.062500 Penalty: 835.565979
	Iteration 50Q: 3 clusters Score -342907.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -342906.687500 Penalty: 835.565979
	Iteration 51Q: 3 clusters Score -342906.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -342906.468750 Penalty: 835.565979
	Iteration 52Q: 3 clusters Score -342906.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -342906.625000 Penalty: 835.565979
	Iteration 53Q: 3 clusters Score -342906.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -342907.281250 Penalty: 835.565979
	Iteration 54Q: 3 clusters Score -342907.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -342907.281250 Penalty: 835.565979
	Iteration 55F: 3 clusters Score -342907.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Entering Unmasked Estep 
Score: -144089.796875 Penalty: 375.663818
	Iteration 0F: 2 clusters Score -144089.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -141440.390625 Penalty: 751.327637
	Iteration 0F: 3 clusters Score -141440.4 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -142415.953125 Penalty: 751.327637
	Iteration 1F: 3 clusters Score -142416 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -142559.859375 Penalty: 751.327637
	Iteration 2F: 3 clusters Score -142559.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -142738.437500 Penalty: 751.327637
	Iteration 3F: 3 clusters Score -142738.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -142964.109375 Penalty: 751.327637
	Iteration 4F: 3 clusters Score -142964.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -143193.781250 Penalty: 751.327637
	Iteration 5F: 3 clusters Score -143193.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -143376.500000 Penalty: 751.327637
	Iteration 6F: 3 clusters Score -143376.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -143520.296875 Penalty: 751.327637
	Iteration 7Q: 3 clusters Score -143520.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -143618.234375 Penalty: 751.327637
	Iteration 8Q: 3 clusters Score -143618.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -143686.796875 Penalty: 751.327637
	Iteration 9Q: 3 clusters Score -143686.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -143728.890625 Penalty: 751.327637
	Iteration 10Q: 3 clusters Score -143728.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -143766.109375 Penalty: 751.327637
	Iteration 11Q: 3 clusters Score -143766.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -143798.437500 Penalty: 751.327637
	Iteration 12Q: 3 clusters Score -143798.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -143821.062500 Penalty: 751.327637
	Iteration 13Q: 3 clusters Score -143821.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -143832.156250 Penalty: 751.327637
	Iteration 14Q: 3 clusters Score -143832.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -143835.531250 Penalty: 751.327637
	Iteration 15Q: 3 clusters Score -143835.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -143837.640625 Penalty: 751.327637
	Iteration 16Q: 3 clusters Score -143837.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -143842.656250 Penalty: 751.327637
	Iteration 17Q: 3 clusters Score -143842.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -143847.968750 Penalty: 751.327637
	Iteration 18Q: 3 clusters Score -143848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -143852.125000 Penalty: 751.327637
	Iteration 19Q: 3 clusters Score -143852.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -143853.046875 Penalty: 751.327637
	Iteration 20F: 3 clusters Score -143853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -143853.656250 Penalty: 751.327637
	Iteration 21Q: 3 clusters Score -143853.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -143853.890625 Penalty: 751.327637
	Iteration 22Q: 3 clusters Score -143853.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -143854.968750 Penalty: 751.327637
	Iteration 23Q: 3 clusters Score -143855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -143855.453125 Penalty: 751.327637
	Iteration 24Q: 3 clusters Score -143855.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -143855.453125 Penalty: 751.327637
	Iteration 25F: 3 clusters Score -143855.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Entering Unmasked Estep 
Score: -94842.421875 Penalty: 358.576599
	Iteration 0F: 2 clusters Score -94842.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -92972.023438 Penalty: 717.153198
	Iteration 0F: 3 clusters Score -92972.02 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -93600.890625 Penalty: 717.153198
	Iteration 1F: 3 clusters Score -93600.89 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -93720.484375 Penalty: 717.153198
	Iteration 2F: 3 clusters Score -93720.48 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -93836.710938 Penalty: 717.153198
	Iteration 3F: 3 clusters Score -93836.71 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -93992.507812 Penalty: 717.153198
	Iteration 4F: 3 clusters Score -93992.51 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -94128.109375 Penalty: 717.153198
	Iteration 5F: 3 clusters Score -94128.11 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -94258.304688 Penalty: 717.153198
	Iteration 6F: 3 clusters Score -94258.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -94368.296875 Penalty: 717.153198
	Iteration 7Q: 3 clusters Score -94368.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -94427.820312 Penalty: 717.153198
	Iteration 8Q: 3 clusters Score -94427.82 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -94468.445312 Penalty: 717.153198
	Iteration 9Q: 3 clusters Score -94468.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -94493.726562 Penalty: 717.153198
	Iteration 10Q: 3 clusters Score -94493.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -94511.414062 Penalty: 717.153198
	Iteration 11Q: 3 clusters Score -94511.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -94535.195312 Penalty: 717.153198
	Iteration 12Q: 3 clusters Score -94535.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -94556.132812 Penalty: 717.153198
	Iteration 13Q: 3 clusters Score -94556.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -94565.367188 Penalty: 717.153198
	Iteration 14Q: 3 clusters Score -94565.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -94568.820312 Penalty: 717.153198
	Iteration 15Q: 3 clusters Score -94568.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -94570.132812 Penalty: 717.153198
	Iteration 16Q: 3 clusters Score -94570.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -94570.132812 Penalty: 717.153198
	Iteration 17F: 3 clusters Score -94570.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Entering Unmasked Estep 
Score: -428558.031250 Penalty: 425.255219
	Iteration 0F: 2 clusters Score -428558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -420867.250000 Penalty: 850.510437
	Iteration 0F: 3 clusters Score -420867.2 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -424092.812500 Penalty: 850.510437
	Iteration 1F: 3 clusters Score -424092.8 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -424434.437500 Penalty: 850.510437
	Iteration 2F: 3 clusters Score -424434.4 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -424925.218750 Penalty: 850.510437
	Iteration 3F: 3 clusters Score -424925.2 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -425510.406250 Penalty: 850.510437
	Iteration 4F: 3 clusters Score -425510.4 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -426146.437500 Penalty: 850.510437
	Iteration 5F: 3 clusters Score -426146.4 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -426621.093750 Penalty: 850.510437
	Iteration 6F: 3 clusters Score -426621.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -426825.031250 Penalty: 850.510437
	Iteration 7Q: 3 clusters Score -426825 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -426902.531250 Penalty: 850.510437
	Iteration 8Q: 3 clusters Score -426902.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -426935.562500 Penalty: 850.510437
	Iteration 9Q: 3 clusters Score -426935.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -426962.968750 Penalty: 850.510437
	Iteration 10Q: 3 clusters Score -426963 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -426991.812500 Penalty: 850.510437
	Iteration 11Q: 3 clusters Score -426991.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -427026.468750 Penalty: 850.510437
	Iteration 12Q: 3 clusters Score -427026.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -427064.437500 Penalty: 850.510437
	Iteration 13Q: 3 clusters Score -427064.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -427111.531250 Penalty: 850.510437
	Iteration 14Q: 3 clusters Score -427111.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -427171.500000 Penalty: 850.510437
	Iteration 15Q: 3 clusters Score -427171.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -427243.437500 Penalty: 850.510437
	Iteration 16Q: 3 clusters Score -427243.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -427324.281250 Penalty: 850.510437
	Iteration 17Q: 3 clusters Score -427324.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -427427.625000 Penalty: 850.510437
	Iteration 18Q: 3 clusters Score -427427.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -427552.156250 Penalty: 850.510437
	Iteration 19Q: 3 clusters Score -427552.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -427675.312500 Penalty: 850.510437
	Iteration 20F: 3 clusters Score -427675.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -427803.687500 Penalty: 850.510437
	Iteration 21Q: 3 clusters Score -427803.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -427928.718750 Penalty: 850.510437
	Iteration 22Q: 3 clusters Score -427928.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -428031.125000 Penalty: 850.510437
	Iteration 23Q: 3 clusters Score -428031.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -428099.687500 Penalty: 850.510437
	Iteration 24Q: 3 clusters Score -428099.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -428141.843750 Penalty: 850.510437
	Iteration 25Q: 3 clusters Score -428141.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -428174.031250 Penalty: 850.510437
	Iteration 26Q: 3 clusters Score -428174 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -428191.687500 Penalty: 850.510437
	Iteration 27Q: 3 clusters Score -428191.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -428204.531250 Penalty: 850.510437
	Iteration 28Q: 3 clusters Score -428204.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -428217.437500 Penalty: 850.510437
	Iteration 29Q: 3 clusters Score -428217.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -428225.531250 Penalty: 850.510437
	Iteration 30Q: 3 clusters Score -428225.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -428234.718750 Penalty: 850.510437
	Iteration 31Q: 3 clusters Score -428234.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -428241.843750 Penalty: 850.510437
	Iteration 32Q: 3 clusters Score -428241.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -428251.562500 Penalty: 850.510437
	Iteration 33Q: 3 clusters Score -428251.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -428258.250000 Penalty: 850.510437
	Iteration 34Q: 3 clusters Score -428258.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -428263.687500 Penalty: 850.510437
	Iteration 35Q: 3 clusters Score -428263.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -428267.937500 Penalty: 850.510437
	Iteration 36Q: 3 clusters Score -428267.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -428272.375000 Penalty: 850.510437
	Iteration 37Q: 3 clusters Score -428272.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -428276.625000 Penalty: 850.510437
	Iteration 38Q: 3 clusters Score -428276.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -428278.531250 Penalty: 850.510437
	Iteration 39Q: 3 clusters Score -428278.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -428280.406250 Penalty: 850.510437
	Iteration 40F: 3 clusters Score -428280.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -428281.625000 Penalty: 850.510437
	Iteration 41Q: 3 clusters Score -428281.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -428283.968750 Penalty: 850.510437
	Iteration 42Q: 3 clusters Score -428284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -428284.625000 Penalty: 850.510437
	Iteration 43Q: 3 clusters Score -428284.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -428288.187500 Penalty: 850.510437
	Iteration 44Q: 3 clusters Score -428288.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -428293.562500 Penalty: 850.510437
	Iteration 45Q: 3 clusters Score -428293.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -428296.781250 Penalty: 850.510437
	Iteration 46Q: 3 clusters Score -428296.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -428300.562500 Penalty: 850.510437
	Iteration 47Q: 3 clusters Score -428300.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -428302.656250 Penalty: 850.510437
	Iteration 48Q: 3 clusters Score -428302.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -428304.875000 Penalty: 850.510437
	Iteration 49Q: 3 clusters Score -428304.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -428306.625000 Penalty: 850.510437
	Iteration 50Q: 3 clusters Score -428306.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -428310.125000 Penalty: 850.510437
	Iteration 51Q: 3 clusters Score -428310.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -428314.375000 Penalty: 850.510437
	Iteration 52Q: 3 clusters Score -428314.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -428320.062500 Penalty: 850.510437
	Iteration 53Q: 3 clusters Score -428320.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -428323.406250 Penalty: 850.510437
	Iteration 54Q: 3 clusters Score -428323.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -428325.093750 Penalty: 850.510437
	Iteration 55Q: 3 clusters Score -428325.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -428326.656250 Penalty: 850.510437
	Iteration 56Q: 3 clusters Score -428326.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -428328.812500 Penalty: 850.510437
	Iteration 57Q: 3 clusters Score -428328.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -428330.718750 Penalty: 850.510437
	Iteration 58Q: 3 clusters Score -428330.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -428331.812500 Penalty: 850.510437
	Iteration 59Q: 3 clusters Score -428331.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -428334.093750 Penalty: 850.510437
	Iteration 60F: 3 clusters Score -428334.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -428337.375000 Penalty: 850.510437
	Iteration 61Q: 3 clusters Score -428337.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -428338.843750 Penalty: 850.510437
	Iteration 62Q: 3 clusters Score -428338.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -428340.406250 Penalty: 850.510437
	Iteration 63Q: 3 clusters Score -428340.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -428342.656250 Penalty: 850.510437
	Iteration 64Q: 3 clusters Score -428342.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -428343.062500 Penalty: 850.510437
	Iteration 65Q: 3 clusters Score -428343.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -428342.375000 Penalty: 850.510437
	Iteration 66Q: 3 clusters Score -428342.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -428342.531250 Penalty: 850.510437
	Iteration 67Q: 3 clusters Score -428342.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -428344.156250 Penalty: 850.510437
	Iteration 68Q: 3 clusters Score -428344.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -428345.812500 Penalty: 850.510437
	Iteration 69Q: 3 clusters Score -428345.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -428346.843750 Penalty: 850.510437
	Iteration 70Q: 3 clusters Score -428346.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -428347.281250 Penalty: 850.510437
	Iteration 71Q: 3 clusters Score -428347.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -428346.968750 Penalty: 850.510437
	Iteration 72Q: 3 clusters Score -428347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -428348.093750 Penalty: 850.510437
	Iteration 73Q: 3 clusters Score -428348.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -428347.750000 Penalty: 850.510437
	Iteration 74Q: 3 clusters Score -428347.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -428347.750000 Penalty: 850.510437
	Iteration 75F: 3 clusters Score -428347.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -1999.266235 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -1999.266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1833.720215 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -1833.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1871.505005 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -1871.505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1878.072510 Penalty: 417.232056
	Iteration 2Q: 3 clusters Score -1878.073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1880.781250 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -1880.781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1881.420532 Penalty: 417.232056
	Iteration 4Q: 3 clusters Score -1881.421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1881.420532 Penalty: 417.232056
	Iteration 5F: 3 clusters Score -1881.421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (15059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Entering Unmasked Estep 
Score: -534892.750000 Penalty: 437.697754
	Iteration 0F: 2 clusters Score -534892.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -524812.187500 Penalty: 875.395508
	Iteration 0F: 3 clusters Score -524812.2 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -529202.812500 Penalty: 875.395508
	Iteration 1F: 3 clusters Score -529202.8 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -529616.812500 Penalty: 875.395508
	Iteration 2F: 3 clusters Score -529616.8 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -530158.687500 Penalty: 875.395508
	Iteration 3F: 3 clusters Score -530158.7 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -530712.687500 Penalty: 875.395508
	Iteration 4F: 3 clusters Score -530712.7 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -531293.812500 Penalty: 875.395508
	Iteration 5F: 3 clusters Score -531293.8 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -531897.000000 Penalty: 875.395508
	Iteration 6F: 3 clusters Score -531897 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -532526.437500 Penalty: 875.395508
	Iteration 7F: 3 clusters Score -532526.4 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -533153.500000 Penalty: 875.395508
	Iteration 8Q: 3 clusters Score -533153.5 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -533674.000000 Penalty: 875.395508
	Iteration 9Q: 3 clusters Score -533674 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -534134.437500 Penalty: 875.395508
	Iteration 10Q: 3 clusters Score -534134.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -534410.750000 Penalty: 875.395508
	Iteration 11Q: 3 clusters Score -534410.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -534590.687500 Penalty: 875.395508
	Iteration 12Q: 3 clusters Score -534590.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -534702.750000 Penalty: 875.395508
	Iteration 13Q: 3 clusters Score -534702.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -534760.750000 Penalty: 875.395508
	Iteration 14Q: 3 clusters Score -534760.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -534804.625000 Penalty: 875.395508
	Iteration 15Q: 3 clusters Score -534804.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -534833.437500 Penalty: 875.395508
	Iteration 16Q: 3 clusters Score -534833.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -534848.750000 Penalty: 875.395508
	Iteration 17Q: 3 clusters Score -534848.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -534856.562500 Penalty: 875.395508
	Iteration 18Q: 3 clusters Score -534856.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -534860.812500 Penalty: 875.395508
	Iteration 19Q: 3 clusters Score -534860.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -534861.812500 Penalty: 875.395508
	Iteration 20F: 3 clusters Score -534861.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -534863.875000 Penalty: 875.395508
	Iteration 21Q: 3 clusters Score -534863.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -534864.125000 Penalty: 875.395508
	Iteration 22Q: 3 clusters Score -534864.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -534864.562500 Penalty: 875.395508
	Iteration 23Q: 3 clusters Score -534864.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -534865.937500 Penalty: 875.395508
	Iteration 24Q: 3 clusters Score -534865.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -534866.562500 Penalty: 875.395508
	Iteration 25Q: 3 clusters Score -534866.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -534866.875000 Penalty: 875.395508
	Iteration 26Q: 3 clusters Score -534866.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -534867.937500 Penalty: 875.395508
	Iteration 27Q: 3 clusters Score -534867.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -534868.187500 Penalty: 875.395508
	Iteration 28Q: 3 clusters Score -534868.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -534867.812500 Penalty: 875.395508
	Iteration 29Q: 3 clusters Score -534867.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -534867.812500 Penalty: 875.395508
	Iteration 30Q: 3 clusters Score -534867.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -534867.812500 Penalty: 875.395508
	Iteration 31F: 3 clusters Score -534867.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Entering Unmasked Estep 
Score: -101944.468750 Penalty: 362.527008
	Iteration 0F: 2 clusters Score -101944.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -99935.867188 Penalty: 725.054016
	Iteration 0F: 3 clusters Score -99935.87 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -100785.679688 Penalty: 725.054016
	Iteration 1F: 3 clusters Score -100785.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -101010.937500 Penalty: 725.054016
	Iteration 2F: 3 clusters Score -101010.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -101222.179688 Penalty: 725.054016
	Iteration 3F: 3 clusters Score -101222.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -101355.843750 Penalty: 725.054016
	Iteration 4F: 3 clusters Score -101355.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -101464.281250 Penalty: 725.054016
	Iteration 5Q: 3 clusters Score -101464.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -101526.093750 Penalty: 725.054016
	Iteration 6Q: 3 clusters Score -101526.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -101563.382812 Penalty: 725.054016
	Iteration 7Q: 3 clusters Score -101563.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -101596.273438 Penalty: 725.054016
	Iteration 8Q: 3 clusters Score -101596.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -101615.726562 Penalty: 725.054016
	Iteration 9Q: 3 clusters Score -101615.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -101623.109375 Penalty: 725.054016
	Iteration 10Q: 3 clusters Score -101623.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -101626.976562 Penalty: 725.054016
	Iteration 11Q: 3 clusters Score -101627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -101628.851562 Penalty: 725.054016
	Iteration 12Q: 3 clusters Score -101628.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -101633.179688 Penalty: 725.054016
	Iteration 13Q: 3 clusters Score -101633.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -101637.585938 Penalty: 725.054016
	Iteration 14Q: 3 clusters Score -101637.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -101642.023438 Penalty: 725.054016
	Iteration 15Q: 3 clusters Score -101642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -101648.312500 Penalty: 725.054016
	Iteration 16Q: 3 clusters Score -101648.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -101652.093750 Penalty: 725.054016
	Iteration 17Q: 3 clusters Score -101652.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -101653.679688 Penalty: 725.054016
	Iteration 18Q: 3 clusters Score -101653.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -101656.859375 Penalty: 725.054016
	Iteration 19Q: 3 clusters Score -101656.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -101658.804688 Penalty: 725.054016
	Iteration 20F: 3 clusters Score -101658.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -101660.101562 Penalty: 725.054016
	Iteration 21Q: 3 clusters Score -101660.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -101660.429688 Penalty: 725.054016
	Iteration 22Q: 3 clusters Score -101660.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -101660.429688 Penalty: 725.054016
	Iteration 23F: 3 clusters Score -101660.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Entering Unmasked Estep 
Score: -112343.273438 Penalty: 365.398438
	Iteration 0F: 2 clusters Score -112343.3 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 1544 members 
Entering Unmasked Estep 
Score: -110267.281250 Penalty: 730.796875
	Iteration 0F: 3 clusters Score -110267.3 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -110937.851562 Penalty: 730.796875
	Iteration 1F: 3 clusters Score -110937.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -111029.062500 Penalty: 730.796875
	Iteration 2F: 3 clusters Score -111029.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -111139.625000 Penalty: 730.796875
	Iteration 3F: 3 clusters Score -111139.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -111288.929688 Penalty: 730.796875
	Iteration 4F: 3 clusters Score -111288.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -111461.992188 Penalty: 730.796875
	Iteration 5F: 3 clusters Score -111462 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -111586.781250 Penalty: 730.796875
	Iteration 6F: 3 clusters Score -111586.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -111681.585938 Penalty: 730.796875
	Iteration 7F: 3 clusters Score -111681.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -111756.937500 Penalty: 730.796875
	Iteration 8Q: 3 clusters Score -111756.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -111799.664062 Penalty: 730.796875
	Iteration 9Q: 3 clusters Score -111799.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -111831.460938 Penalty: 730.796875
	Iteration 10Q: 3 clusters Score -111831.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -111851.804688 Penalty: 730.796875
	Iteration 11Q: 3 clusters Score -111851.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -111867.492188 Penalty: 730.796875
	Iteration 12Q: 3 clusters Score -111867.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -111884.273438 Penalty: 730.796875
	Iteration 13Q: 3 clusters Score -111884.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -111905.984375 Penalty: 730.796875
	Iteration 14Q: 3 clusters Score -111906 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -111937.031250 Penalty: 730.796875
	Iteration 15Q: 3 clusters Score -111937 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -111970.312500 Penalty: 730.796875
	Iteration 16Q: 3 clusters Score -111970.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -111994.523438 Penalty: 730.796875
	Iteration 17Q: 3 clusters Score -111994.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -112021.640625 Penalty: 730.796875
	Iteration 18Q: 3 clusters Score -112021.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -112047.468750 Penalty: 730.796875
	Iteration 19Q: 3 clusters Score -112047.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -112078.445312 Penalty: 730.796875
	Iteration 20F: 3 clusters Score -112078.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -112118.796875 Penalty: 730.796875
	Iteration 21Q: 3 clusters Score -112118.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -112141.210938 Penalty: 730.796875
	Iteration 22Q: 3 clusters Score -112141.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -112151.359375 Penalty: 730.796875
	Iteration 23Q: 3 clusters Score -112151.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -112157.562500 Penalty: 730.796875
	Iteration 24Q: 3 clusters Score -112157.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -112163.320312 Penalty: 730.796875
	Iteration 25Q: 3 clusters Score -112163.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -112170.781250 Penalty: 730.796875
	Iteration 26Q: 3 clusters Score -112170.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -112176.992188 Penalty: 730.796875
	Iteration 27Q: 3 clusters Score -112177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -112186.476562 Penalty: 730.796875
	Iteration 28Q: 3 clusters Score -112186.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -112191.875000 Penalty: 730.796875
	Iteration 29Q: 3 clusters Score -112191.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -112194.078125 Penalty: 730.796875
	Iteration 30Q: 3 clusters Score -112194.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -112197.257812 Penalty: 730.796875
	Iteration 31Q: 3 clusters Score -112197.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -112199.093750 Penalty: 730.796875
	Iteration 32Q: 3 clusters Score -112199.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -112200.671875 Penalty: 730.796875
	Iteration 33Q: 3 clusters Score -112200.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -112201.156250 Penalty: 730.796875
	Iteration 34Q: 3 clusters Score -112201.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -112201.593750 Penalty: 730.796875
	Iteration 35Q: 3 clusters Score -112201.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -112202.070312 Penalty: 730.796875
	Iteration 36Q: 3 clusters Score -112202.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -112202.218750 Penalty: 730.796875
	Iteration 37Q: 3 clusters Score -112202.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -112202.445312 Penalty: 730.796875
	Iteration 38Q: 3 clusters Score -112202.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -112202.953125 Penalty: 730.796875
	Iteration 39Q: 3 clusters Score -112203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -112202.953125 Penalty: 730.796875
	Iteration 40F: 3 clusters Score -112203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -26221.615234 Penalty: 299.545135
	Iteration 0F: 2 clusters Score -26221.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -25594.093750 Penalty: 599.090271
	Iteration 0F: 3 clusters Score -25594.09 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -25806.333984 Penalty: 599.090271
	Iteration 1F: 3 clusters Score -25806.33 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -25887.210938 Penalty: 599.090271
	Iteration 2F: 3 clusters Score -25887.21 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -25919.583984 Penalty: 599.090271
	Iteration 3F: 3 clusters Score -25919.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -25943.041016 Penalty: 599.090271
	Iteration 4Q: 3 clusters Score -25943.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -25969.734375 Penalty: 599.090271
	Iteration 5Q: 3 clusters Score -25969.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -25989.273438 Penalty: 599.090271
	Iteration 6Q: 3 clusters Score -25989.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -26005.687500 Penalty: 599.090271
	Iteration 7Q: 3 clusters Score -26005.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -26021.177734 Penalty: 599.090271
	Iteration 8Q: 3 clusters Score -26021.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -26037.427734 Penalty: 599.090271
	Iteration 9Q: 3 clusters Score -26037.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -26049.386719 Penalty: 599.090271
	Iteration 10Q: 3 clusters Score -26049.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26054.568359 Penalty: 599.090271
	Iteration 11Q: 3 clusters Score -26054.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26058.892578 Penalty: 599.090271
	Iteration 12Q: 3 clusters Score -26058.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26063.300781 Penalty: 599.090271
	Iteration 13Q: 3 clusters Score -26063.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -26065.042969 Penalty: 599.090271
	Iteration 14Q: 3 clusters Score -26065.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26065.652344 Penalty: 599.090271
	Iteration 15Q: 3 clusters Score -26065.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26065.742188 Penalty: 599.090271
	Iteration 16Q: 3 clusters Score -26065.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -26065.878906 Penalty: 599.090271
	Iteration 17Q: 3 clusters Score -26065.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -26065.878906 Penalty: 599.090271
	Iteration 18F: 3 clusters Score -26065.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -33913.500000 Penalty: 313.010681
	Iteration 0F: 2 clusters Score -33913.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -33093.050781 Penalty: 626.021362
	Iteration 0F: 3 clusters Score -33093.05 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -33415.769531 Penalty: 626.021362
	Iteration 1F: 3 clusters Score -33415.77 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -33597.429688 Penalty: 626.021362
	Iteration 2F: 3 clusters Score -33597.43 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -33720.421875 Penalty: 626.021362
	Iteration 3F: 3 clusters Score -33720.42 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -33793.574219 Penalty: 626.021362
	Iteration 4F: 3 clusters Score -33793.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -33824.238281 Penalty: 626.021362
	Iteration 5Q: 3 clusters Score -33824.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -33846.300781 Penalty: 626.021362
	Iteration 6Q: 3 clusters Score -33846.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -33865.433594 Penalty: 626.021362
	Iteration 7Q: 3 clusters Score -33865.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -33879.148438 Penalty: 626.021362
	Iteration 8Q: 3 clusters Score -33879.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -33898.054688 Penalty: 626.021362
	Iteration 9Q: 3 clusters Score -33898.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -33909.781250 Penalty: 626.021362
	Iteration 10Q: 3 clusters Score -33909.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -33911.523438 Penalty: 626.021362
	Iteration 11Q: 3 clusters Score -33911.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -33913.062500 Penalty: 626.021362
	Iteration 12Q: 3 clusters Score -33913.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -33914.031250 Penalty: 626.021362
	Iteration 13Q: 3 clusters Score -33914.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -33914.960938 Penalty: 626.021362
	Iteration 14Q: 3 clusters Score -33914.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -33915.339844 Penalty: 626.021362
	Iteration 15Q: 3 clusters Score -33915.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -33915.339844 Penalty: 626.021362
	Iteration 16F: 3 clusters Score -33915.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 20887 members 
Mstep: Class 3 contains 7929 members 
Mstep: Class 4 contains 481462 members 
Mstep: Class 5 contains 11570 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14320 members 
Mstep: Class 8 contains 12220 members 
Mstep: Class 9 contains 7519 members 
Mstep: Class 10 contains 4540 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 561236 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 107214 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 1965 members 
Mstep: Class 17 contains 14635 members 
Mstep: Class 18 contains 1622 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 6963 members 
Mstep: Class 22 contains 14223 members 
Mstep: Class 23 contains 7935 members 
Mstep: Class 24 contains 6347 members 
Mstep: Class 25 contains 5232 members 
Mstep: Class 26 contains 9721 members 
Mstep: Class 27 contains 3852 members 
Mstep: Class 28 contains 2646 members 
Mstep: Class 29 contains 11456 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15059 members 
Mstep: Class 32 contains 2886 members 
Mstep: Class 33 contains 3074 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 366 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 4842 members 
Mstep: Class 38 contains 10856 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1389 members 
Mstep: Class 41 contains 1428 members 
Mstep: Class 42 contains 606 members 
Entering Unmasked Estep 
Score: -50373184.000000 Penalty: 27027.978516
Splitting cluster 35 changes total score from -50373396.000000 to -50373184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (2169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Entering Unmasked Estep 
Score: -80197.257812 Penalty: 349.531982
	Iteration 0F: 2 clusters Score -80197.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -78645.546875 Penalty: 699.063965
	Iteration 0F: 3 clusters Score -78645.55 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -79176.632812 Penalty: 699.063965
	Iteration 1F: 3 clusters Score -79176.63 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -79253.453125 Penalty: 699.063965
	Iteration 2F: 3 clusters Score -79253.45 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -79313.601562 Penalty: 699.063965
	Iteration 3F: 3 clusters Score -79313.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -79366.593750 Penalty: 699.063965
	Iteration 4Q: 3 clusters Score -79366.59 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -79410.390625 Penalty: 699.063965
	Iteration 5Q: 3 clusters Score -79410.39 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -79446.960938 Penalty: 699.063965
	Iteration 6Q: 3 clusters Score -79446.96 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -79496.281250 Penalty: 699.063965
	Iteration 7Q: 3 clusters Score -79496.28 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -79529.976562 Penalty: 699.063965
	Iteration 8Q: 3 clusters Score -79529.98 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -79558.250000 Penalty: 699.063965
	Iteration 9Q: 3 clusters Score -79558.25 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -79576.554688 Penalty: 699.063965
	Iteration 10Q: 3 clusters Score -79576.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -79587.500000 Penalty: 699.063965
	Iteration 11Q: 3 clusters Score -79587.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -79593.750000 Penalty: 699.063965
	Iteration 12Q: 3 clusters Score -79593.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -79601.406250 Penalty: 699.063965
	Iteration 13Q: 3 clusters Score -79601.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -79607.804688 Penalty: 699.063965
	Iteration 14Q: 3 clusters Score -79607.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -79615.148438 Penalty: 699.063965
	Iteration 15Q: 3 clusters Score -79615.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -79623.343750 Penalty: 699.063965
	Iteration 16Q: 3 clusters Score -79623.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -79627.765625 Penalty: 699.063965
	Iteration 17Q: 3 clusters Score -79627.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -79631.429688 Penalty: 699.063965
	Iteration 18Q: 3 clusters Score -79631.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -79637.742188 Penalty: 699.063965
	Iteration 19Q: 3 clusters Score -79637.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -79643.195312 Penalty: 699.063965
	Iteration 20F: 3 clusters Score -79643.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -79645.789062 Penalty: 699.063965
	Iteration 21Q: 3 clusters Score -79645.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -79646.570312 Penalty: 699.063965
	Iteration 22Q: 3 clusters Score -79646.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -79647.289062 Penalty: 699.063965
	Iteration 23Q: 3 clusters Score -79647.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -79647.609375 Penalty: 699.063965
	Iteration 24Q: 3 clusters Score -79647.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -79647.718750 Penalty: 699.063965
	Iteration 25Q: 3 clusters Score -79647.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -79647.867188 Penalty: 699.063965
	Iteration 26Q: 3 clusters Score -79647.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -79648.070312 Penalty: 699.063965
	Iteration 27Q: 3 clusters Score -79648.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -79648.070312 Penalty: 699.063965
	Iteration 28F: 3 clusters Score -79648.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Entering Unmasked Estep 
Score: -171295.000000 Penalty: 386.071289
	Iteration 0F: 2 clusters Score -171295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -168028.953125 Penalty: 772.142578
	Iteration 0F: 3 clusters Score -168029 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -169369.593750 Penalty: 772.142578
	Iteration 1F: 3 clusters Score -169369.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -169718.390625 Penalty: 772.142578
	Iteration 2F: 3 clusters Score -169718.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -170072.343750 Penalty: 772.142578
	Iteration 3F: 3 clusters Score -170072.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -170336.687500 Penalty: 772.142578
	Iteration 4F: 3 clusters Score -170336.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -170514.015625 Penalty: 772.142578
	Iteration 5Q: 3 clusters Score -170514 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -170612.734375 Penalty: 772.142578
	Iteration 6Q: 3 clusters Score -170612.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -170677.968750 Penalty: 772.142578
	Iteration 7Q: 3 clusters Score -170678 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -170711.562500 Penalty: 772.142578
	Iteration 8Q: 3 clusters Score -170711.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -170740.062500 Penalty: 772.142578
	Iteration 9Q: 3 clusters Score -170740.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -170759.453125 Penalty: 772.142578
	Iteration 10Q: 3 clusters Score -170759.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -170773.578125 Penalty: 772.142578
	Iteration 11Q: 3 clusters Score -170773.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -170786.593750 Penalty: 772.142578
	Iteration 12Q: 3 clusters Score -170786.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -170802.296875 Penalty: 772.142578
	Iteration 13Q: 3 clusters Score -170802.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -170820.984375 Penalty: 772.142578
	Iteration 14Q: 3 clusters Score -170821 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -170843.562500 Penalty: 772.142578
	Iteration 15Q: 3 clusters Score -170843.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -170866.953125 Penalty: 772.142578
	Iteration 16Q: 3 clusters Score -170867 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -170893.437500 Penalty: 772.142578
	Iteration 17Q: 3 clusters Score -170893.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -170914.562500 Penalty: 772.142578
	Iteration 18Q: 3 clusters Score -170914.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -170927.500000 Penalty: 772.142578
	Iteration 19Q: 3 clusters Score -170927.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -170943.046875 Penalty: 772.142578
	Iteration 20F: 3 clusters Score -170943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -170953.187500 Penalty: 772.142578
	Iteration 21Q: 3 clusters Score -170953.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -170962.421875 Penalty: 772.142578
	Iteration 22Q: 3 clusters Score -170962.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -170970.531250 Penalty: 772.142578
	Iteration 23Q: 3 clusters Score -170970.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -170981.781250 Penalty: 772.142578
	Iteration 24Q: 3 clusters Score -170981.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -170991.968750 Penalty: 772.142578
	Iteration 25Q: 3 clusters Score -170992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -171002.875000 Penalty: 772.142578
	Iteration 26Q: 3 clusters Score -171002.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -171015.187500 Penalty: 772.142578
	Iteration 27Q: 3 clusters Score -171015.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -171030.640625 Penalty: 772.142578
	Iteration 28Q: 3 clusters Score -171030.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -171041.968750 Penalty: 772.142578
	Iteration 29Q: 3 clusters Score -171042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -171049.562500 Penalty: 772.142578
	Iteration 30Q: 3 clusters Score -171049.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -171053.593750 Penalty: 772.142578
	Iteration 31Q: 3 clusters Score -171053.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -171054.171875 Penalty: 772.142578
	Iteration 32Q: 3 clusters Score -171054.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -171054.781250 Penalty: 772.142578
	Iteration 33Q: 3 clusters Score -171054.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -171054.781250 Penalty: 772.142578
	Iteration 34F: 3 clusters Score -171054.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Entering Unmasked Estep 
Score: -410401.000000 Penalty: 422.807526
	Iteration 0F: 2 clusters Score -410401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -403169.437500 Penalty: 845.615051
	Iteration 0F: 3 clusters Score -403169.4 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -406110.687500 Penalty: 845.615051
	Iteration 1F: 3 clusters Score -406110.7 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -406525.062500 Penalty: 845.615051
	Iteration 2F: 3 clusters Score -406525.1 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -407129.812500 Penalty: 845.615051
	Iteration 3F: 3 clusters Score -407129.8 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -407899.250000 Penalty: 845.615051
	Iteration 4F: 3 clusters Score -407899.2 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -408645.687500 Penalty: 845.615051
	Iteration 5F: 3 clusters Score -408645.7 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -409180.031250 Penalty: 845.615051
	Iteration 6F: 3 clusters Score -409180 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -409557.031250 Penalty: 845.615051
	Iteration 7Q: 3 clusters Score -409557 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -409849.656250 Penalty: 845.615051
	Iteration 8Q: 3 clusters Score -409849.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -410071.187500 Penalty: 845.615051
	Iteration 9Q: 3 clusters Score -410071.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -410191.718750 Penalty: 845.615051
	Iteration 10Q: 3 clusters Score -410191.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -410261.750000 Penalty: 845.615051
	Iteration 11Q: 3 clusters Score -410261.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -410302.562500 Penalty: 845.615051
	Iteration 12Q: 3 clusters Score -410302.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -410318.906250 Penalty: 845.615051
	Iteration 13Q: 3 clusters Score -410318.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -410332.625000 Penalty: 845.615051
	Iteration 14Q: 3 clusters Score -410332.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -410340.093750 Penalty: 845.615051
	Iteration 15Q: 3 clusters Score -410340.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -410343.781250 Penalty: 845.615051
	Iteration 16Q: 3 clusters Score -410343.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -410344.593750 Penalty: 845.615051
	Iteration 17Q: 3 clusters Score -410344.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -410345.656250 Penalty: 845.615051
	Iteration 18Q: 3 clusters Score -410345.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -410345.593750 Penalty: 845.615051
	Iteration 19Q: 3 clusters Score -410345.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -410344.906250 Penalty: 845.615051
	Iteration 20F: 3 clusters Score -410344.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -410345.687500 Penalty: 845.615051
	Iteration 21Q: 3 clusters Score -410345.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -410346.625000 Penalty: 845.615051
	Iteration 22Q: 3 clusters Score -410346.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -410346.625000 Penalty: 845.615051
	Iteration 23F: 3 clusters Score -410346.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Entering Unmasked Estep 
Score: -35114.089844 Penalty: 315.159271
	Iteration 0F: 2 clusters Score -35114.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -34301.292969 Penalty: 630.318542
	Iteration 0F: 3 clusters Score -34301.29 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -34576.316406 Penalty: 630.318542
	Iteration 1F: 3 clusters Score -34576.32 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -34681.812500 Penalty: 630.318542
	Iteration 2F: 3 clusters Score -34681.81 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -34768.140625 Penalty: 630.318542
	Iteration 3F: 3 clusters Score -34768.14 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -34833.468750 Penalty: 630.318542
	Iteration 4F: 3 clusters Score -34833.47 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -34873.226562 Penalty: 630.318542
	Iteration 5Q: 3 clusters Score -34873.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -34915.988281 Penalty: 630.318542
	Iteration 6Q: 3 clusters Score -34915.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -34934.988281 Penalty: 630.318542
	Iteration 7Q: 3 clusters Score -34934.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -34953.167969 Penalty: 630.318542
	Iteration 8Q: 3 clusters Score -34953.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -34976.968750 Penalty: 630.318542
	Iteration 9Q: 3 clusters Score -34976.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -34990.421875 Penalty: 630.318542
	Iteration 10Q: 3 clusters Score -34990.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -34994.320312 Penalty: 630.318542
	Iteration 11Q: 3 clusters Score -34994.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -34997.355469 Penalty: 630.318542
	Iteration 12Q: 3 clusters Score -34997.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -34998.625000 Penalty: 630.318542
	Iteration 13Q: 3 clusters Score -34998.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -34998.941406 Penalty: 630.318542
	Iteration 14Q: 3 clusters Score -34998.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -34999.644531 Penalty: 630.318542
	Iteration 15Q: 3 clusters Score -34999.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -35000.925781 Penalty: 630.318542
	Iteration 16Q: 3 clusters Score -35000.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -35001.914062 Penalty: 630.318542
	Iteration 17Q: 3 clusters Score -35001.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -35002.617188 Penalty: 630.318542
	Iteration 18Q: 3 clusters Score -35002.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -35003.699219 Penalty: 630.318542
	Iteration 19Q: 3 clusters Score -35003.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -35003.792969 Penalty: 630.318542
	Iteration 20F: 3 clusters Score -35003.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -35004.453125 Penalty: 630.318542
	Iteration 21Q: 3 clusters Score -35004.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -35005.171875 Penalty: 630.318542
	Iteration 22Q: 3 clusters Score -35005.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -35005.980469 Penalty: 630.318542
	Iteration 23Q: 3 clusters Score -35005.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -35006.203125 Penalty: 630.318542
	Iteration 24Q: 3 clusters Score -35006.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -35007.320312 Penalty: 630.318542
	Iteration 25Q: 3 clusters Score -35007.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -35007.816406 Penalty: 630.318542
	Iteration 26Q: 3 clusters Score -35007.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -35007.816406 Penalty: 630.318542
	Iteration 27F: 3 clusters Score -35007.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -38435.019531 Penalty: 329.253448
	Iteration 0F: 2 clusters Score -38435.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -37381.460938 Penalty: 658.506897
	Iteration 0F: 3 clusters Score -37381.46 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -37776.378906 Penalty: 658.506897
	Iteration 1F: 3 clusters Score -37776.38 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -37889.453125 Penalty: 658.506897
	Iteration 2F: 3 clusters Score -37889.45 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -37965.878906 Penalty: 658.506897
	Iteration 3F: 3 clusters Score -37965.88 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -38020.699219 Penalty: 658.506897
	Iteration 4Q: 3 clusters Score -38020.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -38073.972656 Penalty: 658.506897
	Iteration 5Q: 3 clusters Score -38073.97 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -38123.097656 Penalty: 658.506897
	Iteration 6Q: 3 clusters Score -38123.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -38168.746094 Penalty: 658.506897
	Iteration 7Q: 3 clusters Score -38168.75 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -38195.355469 Penalty: 658.506897
	Iteration 8Q: 3 clusters Score -38195.36 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -38216.585938 Penalty: 658.506897
	Iteration 9Q: 3 clusters Score -38216.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -38230.445312 Penalty: 658.506897
	Iteration 10Q: 3 clusters Score -38230.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -38238.800781 Penalty: 658.506897
	Iteration 11Q: 3 clusters Score -38238.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -38244.789062 Penalty: 658.506897
	Iteration 12Q: 3 clusters Score -38244.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -38248.906250 Penalty: 658.506897
	Iteration 13Q: 3 clusters Score -38248.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -38250.722656 Penalty: 658.506897
	Iteration 14Q: 3 clusters Score -38250.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -38252.105469 Penalty: 658.506897
	Iteration 15Q: 3 clusters Score -38252.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -38253.812500 Penalty: 658.506897
	Iteration 16Q: 3 clusters Score -38253.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -38255.394531 Penalty: 658.506897
	Iteration 17Q: 3 clusters Score -38255.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -38260.031250 Penalty: 658.506897
	Iteration 18Q: 3 clusters Score -38260.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -38266.832031 Penalty: 658.506897
	Iteration 19Q: 3 clusters Score -38266.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -38269.378906 Penalty: 658.506897
	Iteration 20F: 3 clusters Score -38269.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -38270.816406 Penalty: 658.506897
	Iteration 21Q: 3 clusters Score -38270.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -38272.187500 Penalty: 658.506897
	Iteration 22Q: 3 clusters Score -38272.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -38272.839844 Penalty: 658.506897
	Iteration 23Q: 3 clusters Score -38272.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -38273.968750 Penalty: 658.506897
	Iteration 24Q: 3 clusters Score -38273.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -38274.890625 Penalty: 658.506897
	Iteration 25Q: 3 clusters Score -38274.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -38275.972656 Penalty: 658.506897
	Iteration 26Q: 3 clusters Score -38275.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -38278.640625 Penalty: 658.506897
	Iteration 27Q: 3 clusters Score -38278.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -38280.031250 Penalty: 658.506897
	Iteration 28Q: 3 clusters Score -38280.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -38281.656250 Penalty: 658.506897
	Iteration 29Q: 3 clusters Score -38281.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -38282.800781 Penalty: 658.506897
	Iteration 30Q: 3 clusters Score -38282.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -38282.976562 Penalty: 658.506897
	Iteration 31Q: 3 clusters Score -38282.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -38282.968750 Penalty: 658.506897
	Iteration 32Q: 3 clusters Score -38282.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -38283.093750 Penalty: 658.506897
	Iteration 33Q: 3 clusters Score -38283.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -38283.425781 Penalty: 658.506897
	Iteration 34Q: 3 clusters Score -38283.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -38283.492188 Penalty: 658.506897
	Iteration 35Q: 3 clusters Score -38283.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -38284.031250 Penalty: 658.506897
	Iteration 36Q: 3 clusters Score -38284.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -38285.042969 Penalty: 658.506897
	Iteration 37Q: 3 clusters Score -38285.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -38286.820312 Penalty: 658.506897
	Iteration 38Q: 3 clusters Score -38286.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -38286.968750 Penalty: 658.506897
	Iteration 39Q: 3 clusters Score -38286.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -38287.144531 Penalty: 658.506897
	Iteration 40F: 3 clusters Score -38287.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 20887 members 
Mstep: Class 3 contains 7929 members 
Mstep: Class 4 contains 481462 members 
Mstep: Class 5 contains 11570 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14320 members 
Mstep: Class 8 contains 12220 members 
Mstep: Class 9 contains 7519 members 
Mstep: Class 10 contains 4540 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 561236 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 107214 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 1965 members 
Mstep: Class 17 contains 14635 members 
Mstep: Class 18 contains 1622 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 6963 members 
Mstep: Class 22 contains 14223 members 
Mstep: Class 23 contains 7935 members 
Mstep: Class 24 contains 6347 members 
Mstep: Class 25 contains 5232 members 
Mstep: Class 26 contains 9721 members 
Mstep: Class 27 contains 3852 members 
Mstep: Class 28 contains 2646 members 
Mstep: Class 29 contains 11456 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15059 members 
Mstep: Class 32 contains 2886 members 
Mstep: Class 33 contains 3074 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 4842 members 
Mstep: Class 38 contains 10856 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373696.000000 Penalty: 26384.455078
Iteration 159Q: 42 clusters Score -5.03737e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 20883 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 481157 members 
Mstep: Class 5 contains 11567 members 
Mstep: Class 6 contains 2113 members 
Mstep: Class 7 contains 14313 members 
Mstep: Class 8 contains 12531 members 
Mstep: Class 9 contains 7517 members 
Mstep: Class 10 contains 4541 members 
Mstep: Class 11 contains 8051 members 
Mstep: Class 12 contains 561241 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 107206 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 1966 members 
Mstep: Class 17 contains 14633 members 
Mstep: Class 18 contains 1622 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 1739 members 
Mstep: Class 21 contains 6971 members 
Mstep: Class 22 contains 14217 members 
Mstep: Class 23 contains 7943 members 
Mstep: Class 24 contains 6347 members 
Mstep: Class 25 contains 5234 members 
Mstep: Class 26 contains 9721 members 
Mstep: Class 27 contains 3847 members 
Mstep: Class 28 contains 2646 members 
Mstep: Class 29 contains 11457 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15062 members 
Mstep: Class 32 contains 2886 members 
Mstep: Class 33 contains 3086 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 4843 members 
Mstep: Class 38 contains 10852 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1388 members 
Mstep: Class 41 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373872.000000 Penalty: 26384.455078
Iteration 160F: 42 clusters Score -5.037387e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 20876 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 481030 members 
Mstep: Class 5 contains 11564 members 
Mstep: Class 6 contains 2112 members 
Mstep: Class 7 contains 14296 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 7518 members 
Mstep: Class 10 contains 4540 members 
Mstep: Class 11 contains 8051 members 
Mstep: Class 12 contains 561242 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 107187 members 
Mstep: Class 15 contains 1120 members 
Mstep: Class 16 contains 1965 members 
Mstep: Class 17 contains 14641 members 
Mstep: Class 18 contains 1622 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 1730 members 
Mstep: Class 21 contains 6978 members 
Mstep: Class 22 contains 14215 members 
Mstep: Class 23 contains 7948 members 
Mstep: Class 24 contains 6349 members 
Mstep: Class 25 contains 5237 members 
Mstep: Class 26 contains 9721 members 
Mstep: Class 27 contains 3848 members 
Mstep: Class 28 contains 2646 members 
Mstep: Class 29 contains 11457 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15064 members 
Mstep: Class 32 contains 2884 members 
Mstep: Class 33 contains 3093 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 4844 members 
Mstep: Class 38 contains 10849 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1394 members 
Mstep: Class 41 contains 1474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373872.000000 Penalty: 26384.455078
Iteration 161Q: 42 clusters Score -5.037387e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 20873 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 480960 members 
Mstep: Class 5 contains 11559 members 
Mstep: Class 6 contains 2112 members 
Mstep: Class 7 contains 14286 members 
Mstep: Class 8 contains 12700 members 
Mstep: Class 9 contains 7520 members 
Mstep: Class 10 contains 4540 members 
Mstep: Class 11 contains 8050 members 
Mstep: Class 12 contains 561247 members 
Mstep: Class 13 contains 7653 members 
Mstep: Class 14 contains 107169 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 1967 members 
Mstep: Class 17 contains 14646 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 2939 members 
Mstep: Class 20 contains 1721 members 
Mstep: Class 21 contains 6980 members 
Mstep: Class 22 contains 14218 members 
Mstep: Class 23 contains 7952 members 
Mstep: Class 24 contains 6350 members 
Mstep: Class 25 contains 5241 members 
Mstep: Class 26 contains 9721 members 
Mstep: Class 27 contains 3845 members 
Mstep: Class 28 contains 2646 members 
Mstep: Class 29 contains 11454 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15065 members 
Mstep: Class 32 contains 2884 members 
Mstep: Class 33 contains 3094 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 972 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 4845 members 
Mstep: Class 38 contains 10851 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374048.000000 Penalty: 26384.455078
Iteration 162Q: 42 clusters Score -5.037405e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 20868 members 
Mstep: Class 3 contains 7924 members 
Mstep: Class 4 contains 480922 members 
Mstep: Class 5 contains 11556 members 
Mstep: Class 6 contains 2114 members 
Mstep: Class 7 contains 14283 members 
Mstep: Class 8 contains 12720 members 
Mstep: Class 9 contains 7522 members 
Mstep: Class 10 contains 4541 members 
Mstep: Class 11 contains 8051 members 
Mstep: Class 12 contains 561252 members 
Mstep: Class 13 contains 7654 members 
Mstep: Class 14 contains 107145 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 1968 members 
Mstep: Class 17 contains 14642 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 2939 members 
Mstep: Class 20 contains 1714 members 
Mstep: Class 21 contains 6982 members 
Mstep: Class 22 contains 14220 members 
Mstep: Class 23 contains 7956 members 
Mstep: Class 24 contains 6348 members 
Mstep: Class 25 contains 5242 members 
Mstep: Class 26 contains 9719 members 
Mstep: Class 27 contains 3847 members 
Mstep: Class 28 contains 2646 members 
Mstep: Class 29 contains 11455 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15069 members 
Mstep: Class 32 contains 2885 members 
Mstep: Class 33 contains 3100 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 4843 members 
Mstep: Class 38 contains 10853 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1402 members 
Mstep: Class 41 contains 1531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373996.000000 Penalty: 26384.455078
Iteration 163Q: 42 clusters Score -5.0374e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 20860 members 
Mstep: Class 3 contains 7923 members 
Mstep: Class 4 contains 480895 members 
Mstep: Class 5 contains 11555 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 14280 members 
Mstep: Class 8 contains 12743 members 
Mstep: Class 9 contains 7521 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 8049 members 
Mstep: Class 12 contains 561261 members 
Mstep: Class 13 contains 7654 members 
Mstep: Class 14 contains 107124 members 
Mstep: Class 15 contains 1109 members 
Mstep: Class 16 contains 1968 members 
Mstep: Class 17 contains 14640 members 
Mstep: Class 18 contains 1622 members 
Mstep: Class 19 contains 2939 members 
Mstep: Class 20 contains 1708 members 
Mstep: Class 21 contains 6985 members 
Mstep: Class 22 contains 14219 members 
Mstep: Class 23 contains 7955 members 
Mstep: Class 24 contains 6346 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 26 contains 9717 members 
Mstep: Class 27 contains 3844 members 
Mstep: Class 28 contains 2645 members 
Mstep: Class 29 contains 11455 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15071 members 
Mstep: Class 32 contains 2887 members 
Mstep: Class 33 contains 3102 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 4844 members 
Mstep: Class 38 contains 10855 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1414 members 
Mstep: Class 41 contains 1557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374080.000000 Penalty: 26384.455078
Iteration 164Q: 42 clusters Score -5.037408e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 20855 members 
Mstep: Class 3 contains 7923 members 
Mstep: Class 4 contains 480849 members 
Mstep: Class 5 contains 11549 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 14277 members 
Mstep: Class 8 contains 12765 members 
Mstep: Class 9 contains 7520 members 
Mstep: Class 10 contains 4541 members 
Mstep: Class 11 contains 8048 members 
Mstep: Class 12 contains 561274 members 
Mstep: Class 13 contains 7655 members 
Mstep: Class 14 contains 107117 members 
Mstep: Class 15 contains 1109 members 
Mstep: Class 16 contains 1968 members 
Mstep: Class 17 contains 14640 members 
Mstep: Class 18 contains 1623 members 
Mstep: Class 19 contains 2939 members 
Mstep: Class 20 contains 1704 members 
Mstep: Class 21 contains 6991 members 
Mstep: Class 22 contains 14217 members 
Mstep: Class 23 contains 7954 members 
Mstep: Class 24 contains 6348 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 9716 members 
Mstep: Class 27 contains 3839 members 
Mstep: Class 28 contains 2648 members 
Mstep: Class 29 contains 11454 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15070 members 
Mstep: Class 32 contains 2884 members 
Mstep: Class 33 contains 3104 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 4842 members 
Mstep: Class 38 contains 10854 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1426 members 
Mstep: Class 41 contains 1580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374040.000000 Penalty: 26384.455078
Iteration 165Q: 42 clusters Score -5.037404e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 20852 members 
Mstep: Class 3 contains 7924 members 
Mstep: Class 4 contains 480820 members 
Mstep: Class 5 contains 11542 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 14272 members 
Mstep: Class 8 contains 12783 members 
Mstep: Class 9 contains 7520 members 
Mstep: Class 10 contains 4540 members 
Mstep: Class 11 contains 8047 members 
Mstep: Class 12 contains 561286 members 
Mstep: Class 13 contains 7654 members 
Mstep: Class 14 contains 107104 members 
Mstep: Class 15 contains 1106 members 
Mstep: Class 16 contains 1968 members 
Mstep: Class 17 contains 14641 members 
Mstep: Class 18 contains 1623 members 
Mstep: Class 19 contains 2937 members 
Mstep: Class 20 contains 1699 members 
Mstep: Class 21 contains 6994 members 
Mstep: Class 22 contains 14214 members 
Mstep: Class 23 contains 7951 members 
Mstep: Class 24 contains 6350 members 
Mstep: Class 25 contains 5249 members 
Mstep: Class 26 contains 9717 members 
Mstep: Class 27 contains 3833 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11453 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15070 members 
Mstep: Class 32 contains 2885 members 
Mstep: Class 33 contains 3105 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 4839 members 
Mstep: Class 38 contains 10853 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1441 members 
Mstep: Class 41 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374000.000000 Penalty: 26384.455078
Iteration 166Q: 42 clusters Score -5.0374e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 20849 members 
Mstep: Class 3 contains 7924 members 
Mstep: Class 4 contains 480804 members 
Mstep: Class 5 contains 11534 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 14265 members 
Mstep: Class 8 contains 12790 members 
Mstep: Class 9 contains 7523 members 
Mstep: Class 10 contains 4541 members 
Mstep: Class 11 contains 8047 members 
Mstep: Class 12 contains 561295 members 
Mstep: Class 13 contains 7653 members 
Mstep: Class 14 contains 107098 members 
Mstep: Class 15 contains 1107 members 
Mstep: Class 16 contains 1967 members 
Mstep: Class 17 contains 14640 members 
Mstep: Class 18 contains 1624 members 
Mstep: Class 19 contains 2936 members 
Mstep: Class 20 contains 1702 members 
Mstep: Class 21 contains 6999 members 
Mstep: Class 22 contains 14215 members 
Mstep: Class 23 contains 7946 members 
Mstep: Class 24 contains 6351 members 
Mstep: Class 25 contains 5257 members 
Mstep: Class 26 contains 9716 members 
Mstep: Class 27 contains 3826 members 
Mstep: Class 28 contains 2651 members 
Mstep: Class 29 contains 11453 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15071 members 
Mstep: Class 32 contains 2886 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 2169 members 
Mstep: Class 37 contains 4838 members 
Mstep: Class 38 contains 10850 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1440 members 
Mstep: Class 41 contains 1616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374004.000000 Penalty: 26384.455078
Iteration 167Q: 42 clusters Score -5.0374e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 20845 members 
Mstep: Class 3 contains 7924 members 
Mstep: Class 4 contains 480784 members 
Mstep: Class 5 contains 11521 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 14258 members 
Mstep: Class 8 contains 12804 members 
Mstep: Class 9 contains 7523 members 
Mstep: Class 10 contains 4543 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 561297 members 
Mstep: Class 13 contains 7654 members 
Mstep: Class 14 contains 107091 members 
Mstep: Class 15 contains 1111 members 
Mstep: Class 16 contains 1966 members 
Mstep: Class 17 contains 14643 members 
Mstep: Class 18 contains 1626 members 
Mstep: Class 19 contains 2936 members 
Mstep: Class 20 contains 1700 members 
Mstep: Class 21 contains 7004 members 
Mstep: Class 22 contains 14214 members 
Mstep: Class 23 contains 7945 members 
Mstep: Class 24 contains 6350 members 
Mstep: Class 25 contains 5268 members 
Mstep: Class 26 contains 9713 members 
Mstep: Class 27 contains 3819 members 
Mstep: Class 28 contains 2654 members 
Mstep: Class 29 contains 11454 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15071 members 
Mstep: Class 32 contains 2886 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 4834 members 
Mstep: Class 38 contains 10848 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1444 members 
Mstep: Class 41 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374004.000000 Penalty: 26384.455078
Iteration 168Q: 42 clusters Score -5.0374e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 20847 members 
Mstep: Class 3 contains 7924 members 
Mstep: Class 4 contains 480769 members 
Mstep: Class 5 contains 11510 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 14261 members 
Mstep: Class 8 contains 12802 members 
Mstep: Class 9 contains 7520 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 8051 members 
Mstep: Class 12 contains 561303 members 
Mstep: Class 13 contains 7655 members 
Mstep: Class 14 contains 107085 members 
Mstep: Class 15 contains 1111 members 
Mstep: Class 16 contains 1967 members 
Mstep: Class 17 contains 14644 members 
Mstep: Class 18 contains 1626 members 
Mstep: Class 19 contains 2934 members 
Mstep: Class 20 contains 1703 members 
Mstep: Class 21 contains 7008 members 
Mstep: Class 22 contains 14212 members 
Mstep: Class 23 contains 7942 members 
Mstep: Class 24 contains 6350 members 
Mstep: Class 25 contains 5279 members 
Mstep: Class 26 contains 9714 members 
Mstep: Class 27 contains 3807 members 
Mstep: Class 28 contains 2656 members 
Mstep: Class 29 contains 11453 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15079 members 
Mstep: Class 32 contains 2886 members 
Mstep: Class 33 contains 3115 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 4835 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1445 members 
Mstep: Class 41 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373960.000000 Penalty: 26384.455078
Iteration 169Q: 42 clusters Score -5.037396e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 20847 members 
Mstep: Class 3 contains 7921 members 
Mstep: Class 4 contains 480763 members 
Mstep: Class 5 contains 11502 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 12797 members 
Mstep: Class 9 contains 7517 members 
Mstep: Class 10 contains 4546 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 561312 members 
Mstep: Class 13 contains 7655 members 
Mstep: Class 14 contains 107073 members 
Mstep: Class 15 contains 1112 members 
Mstep: Class 16 contains 1967 members 
Mstep: Class 17 contains 14645 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1707 members 
Mstep: Class 21 contains 7012 members 
Mstep: Class 22 contains 14210 members 
Mstep: Class 23 contains 7940 members 
Mstep: Class 24 contains 6350 members 
Mstep: Class 25 contains 5283 members 
Mstep: Class 26 contains 9708 members 
Mstep: Class 27 contains 3797 members 
Mstep: Class 28 contains 2657 members 
Mstep: Class 29 contains 11452 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15087 members 
Mstep: Class 32 contains 2886 members 
Mstep: Class 33 contains 3122 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 4835 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1445 members 
Mstep: Class 41 contains 1646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374024.000000 Penalty: 26384.455078
Iteration 170Q: 42 clusters Score -5.037402e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 20842 members 
Mstep: Class 3 contains 7922 members 
Mstep: Class 4 contains 480758 members 
Mstep: Class 5 contains 11496 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 14258 members 
Mstep: Class 8 contains 12804 members 
Mstep: Class 9 contains 7512 members 
Mstep: Class 10 contains 4546 members 
Mstep: Class 11 contains 8051 members 
Mstep: Class 12 contains 561313 members 
Mstep: Class 13 contains 7656 members 
Mstep: Class 14 contains 107062 members 
Mstep: Class 15 contains 1113 members 
Mstep: Class 16 contains 1968 members 
Mstep: Class 17 contains 14645 members 
Mstep: Class 18 contains 1631 members 
Mstep: Class 19 contains 2930 members 
Mstep: Class 20 contains 1707 members 
Mstep: Class 21 contains 7019 members 
Mstep: Class 22 contains 14207 members 
Mstep: Class 23 contains 7942 members 
Mstep: Class 24 contains 6349 members 
Mstep: Class 25 contains 5289 members 
Mstep: Class 26 contains 9705 members 
Mstep: Class 27 contains 3791 members 
Mstep: Class 28 contains 2657 members 
Mstep: Class 29 contains 11451 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15087 members 
Mstep: Class 32 contains 2886 members 
Mstep: Class 33 contains 3132 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 4836 members 
Mstep: Class 38 contains 10844 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1447 members 
Mstep: Class 41 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374040.000000 Penalty: 26384.455078
Iteration 171Q: 42 clusters Score -5.037404e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 20835 members 
Mstep: Class 3 contains 7922 members 
Mstep: Class 4 contains 480748 members 
Mstep: Class 5 contains 11488 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 14255 members 
Mstep: Class 8 contains 12806 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4546 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 561317 members 
Mstep: Class 13 contains 7656 members 
Mstep: Class 14 contains 107059 members 
Mstep: Class 15 contains 1112 members 
Mstep: Class 16 contains 1967 members 
Mstep: Class 17 contains 14645 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1707 members 
Mstep: Class 21 contains 7022 members 
Mstep: Class 22 contains 14204 members 
Mstep: Class 23 contains 7944 members 
Mstep: Class 24 contains 6347 members 
Mstep: Class 25 contains 5297 members 
Mstep: Class 26 contains 9701 members 
Mstep: Class 27 contains 3789 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 11451 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15093 members 
Mstep: Class 32 contains 2886 members 
Mstep: Class 33 contains 3139 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 4836 members 
Mstep: Class 38 contains 10846 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1448 members 
Mstep: Class 41 contains 1650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374060.000000 Penalty: 26384.455078
Iteration 172Q: 42 clusters Score -5.037406e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 20830 members 
Mstep: Class 3 contains 7922 members 
Mstep: Class 4 contains 480741 members 
Mstep: Class 5 contains 11484 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 14258 members 
Mstep: Class 8 contains 12806 members 
Mstep: Class 9 contains 7506 members 
Mstep: Class 10 contains 4548 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 561309 members 
Mstep: Class 13 contains 7655 members 
Mstep: Class 14 contains 107056 members 
Mstep: Class 15 contains 1108 members 
Mstep: Class 16 contains 1969 members 
Mstep: Class 17 contains 14646 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 2936 members 
Mstep: Class 20 contains 1708 members 
Mstep: Class 21 contains 7027 members 
Mstep: Class 22 contains 14197 members 
Mstep: Class 23 contains 7946 members 
Mstep: Class 24 contains 6347 members 
Mstep: Class 25 contains 5304 members 
Mstep: Class 26 contains 9699 members 
Mstep: Class 27 contains 3791 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 11451 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15098 members 
Mstep: Class 32 contains 2886 members 
Mstep: Class 33 contains 3145 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 4836 members 
Mstep: Class 38 contains 10844 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1451 members 
Mstep: Class 41 contains 1651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374056.000000 Penalty: 26384.455078
Iteration 173Q: 42 clusters Score -5.037406e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 20816 members 
Mstep: Class 3 contains 7922 members 
Mstep: Class 4 contains 480733 members 
Mstep: Class 5 contains 11481 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 14264 members 
Mstep: Class 8 contains 12806 members 
Mstep: Class 9 contains 7505 members 
Mstep: Class 10 contains 4550 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 561310 members 
Mstep: Class 13 contains 7654 members 
Mstep: Class 14 contains 107052 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1970 members 
Mstep: Class 17 contains 14647 members 
Mstep: Class 18 contains 1631 members 
Mstep: Class 19 contains 2941 members 
Mstep: Class 20 contains 1710 members 
Mstep: Class 21 contains 7033 members 
Mstep: Class 22 contains 14196 members 
Mstep: Class 23 contains 7945 members 
Mstep: Class 24 contains 6346 members 
Mstep: Class 25 contains 5308 members 
Mstep: Class 26 contains 9701 members 
Mstep: Class 27 contains 3789 members 
Mstep: Class 28 contains 2659 members 
Mstep: Class 29 contains 11452 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15100 members 
Mstep: Class 32 contains 2886 members 
Mstep: Class 33 contains 3149 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 4834 members 
Mstep: Class 38 contains 10846 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1453 members 
Mstep: Class 41 contains 1652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374100.000000 Penalty: 26384.455078
Iteration 174Q: 42 clusters Score -5.03741e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 20807 members 
Mstep: Class 3 contains 7922 members 
Mstep: Class 4 contains 480737 members 
Mstep: Class 5 contains 11479 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 14269 members 
Mstep: Class 8 contains 12801 members 
Mstep: Class 9 contains 7507 members 
Mstep: Class 10 contains 4553 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 561314 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 107044 members 
Mstep: Class 15 contains 1101 members 
Mstep: Class 16 contains 1970 members 
Mstep: Class 17 contains 14646 members 
Mstep: Class 18 contains 1631 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 1711 members 
Mstep: Class 21 contains 7038 members 
Mstep: Class 22 contains 14192 members 
Mstep: Class 23 contains 7945 members 
Mstep: Class 24 contains 6345 members 
Mstep: Class 25 contains 5310 members 
Mstep: Class 26 contains 9701 members 
Mstep: Class 27 contains 3788 members 
Mstep: Class 28 contains 2659 members 
Mstep: Class 29 contains 11454 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15104 members 
Mstep: Class 32 contains 2885 members 
Mstep: Class 33 contains 3152 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 2167 members 
Mstep: Class 37 contains 4833 members 
Mstep: Class 38 contains 10845 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1457 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374124.000000 Penalty: 26384.455078
Iteration 175Q: 42 clusters Score -5.037412e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 20801 members 
Mstep: Class 3 contains 7923 members 
Mstep: Class 4 contains 480740 members 
Mstep: Class 5 contains 11477 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 14269 members 
Mstep: Class 8 contains 12802 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4551 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 561318 members 
Mstep: Class 13 contains 7650 members 
Mstep: Class 14 contains 107040 members 
Mstep: Class 15 contains 1099 members 
Mstep: Class 16 contains 1971 members 
Mstep: Class 17 contains 14647 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 2939 members 
Mstep: Class 20 contains 1711 members 
Mstep: Class 21 contains 7042 members 
Mstep: Class 22 contains 14192 members 
Mstep: Class 23 contains 7942 members 
Mstep: Class 24 contains 6345 members 
Mstep: Class 25 contains 5314 members 
Mstep: Class 26 contains 9700 members 
Mstep: Class 27 contains 3785 members 
Mstep: Class 28 contains 2661 members 
Mstep: Class 29 contains 11454 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15102 members 
Mstep: Class 32 contains 2884 members 
Mstep: Class 33 contains 3156 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 4832 members 
Mstep: Class 38 contains 10844 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1462 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374100.000000 Penalty: 26384.455078
Iteration 176Q: 42 clusters Score -5.03741e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 20797 members 
Mstep: Class 3 contains 7923 members 
Mstep: Class 4 contains 480737 members 
Mstep: Class 5 contains 11474 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 14272 members 
Mstep: Class 8 contains 12800 members 
Mstep: Class 9 contains 7514 members 
Mstep: Class 10 contains 4553 members 
Mstep: Class 11 contains 8054 members 
Mstep: Class 12 contains 561323 members 
Mstep: Class 13 contains 7649 members 
Mstep: Class 14 contains 107033 members 
Mstep: Class 15 contains 1096 members 
Mstep: Class 16 contains 1971 members 
Mstep: Class 17 contains 14645 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 2938 members 
Mstep: Class 20 contains 1710 members 
Mstep: Class 21 contains 7045 members 
Mstep: Class 22 contains 14190 members 
Mstep: Class 23 contains 7941 members 
Mstep: Class 24 contains 6345 members 
Mstep: Class 25 contains 5315 members 
Mstep: Class 26 contains 9697 members 
Mstep: Class 27 contains 3784 members 
Mstep: Class 28 contains 2662 members 
Mstep: Class 29 contains 11455 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15102 members 
Mstep: Class 32 contains 2884 members 
Mstep: Class 33 contains 3158 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 4832 members 
Mstep: Class 38 contains 10845 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1468 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374076.000000 Penalty: 26384.455078
Iteration 177Q: 42 clusters Score -5.037408e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 20792 members 
Mstep: Class 3 contains 7922 members 
Mstep: Class 4 contains 480738 members 
Mstep: Class 5 contains 11471 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 14276 members 
Mstep: Class 8 contains 12797 members 
Mstep: Class 9 contains 7513 members 
Mstep: Class 10 contains 4551 members 
Mstep: Class 11 contains 8054 members 
Mstep: Class 12 contains 561326 members 
Mstep: Class 13 contains 7650 members 
Mstep: Class 14 contains 107033 members 
Mstep: Class 15 contains 1096 members 
Mstep: Class 16 contains 1971 members 
Mstep: Class 17 contains 14644 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 19 contains 2938 members 
Mstep: Class 20 contains 1711 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 14190 members 
Mstep: Class 23 contains 7943 members 
Mstep: Class 24 contains 6345 members 
Mstep: Class 25 contains 5318 members 
Mstep: Class 26 contains 9690 members 
Mstep: Class 27 contains 3781 members 
Mstep: Class 28 contains 2663 members 
Mstep: Class 29 contains 11458 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15106 members 
Mstep: Class 32 contains 2884 members 
Mstep: Class 33 contains 3159 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 2173 members 
Mstep: Class 37 contains 4832 members 
Mstep: Class 38 contains 10844 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1470 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374076.000000 Penalty: 26384.455078
Iteration 178Q: 42 clusters Score -5.037408e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 20792 members 
Mstep: Class 3 contains 7922 members 
Mstep: Class 4 contains 480737 members 
Mstep: Class 5 contains 11468 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 14281 members 
Mstep: Class 8 contains 12797 members 
Mstep: Class 9 contains 7512 members 
Mstep: Class 10 contains 4548 members 
Mstep: Class 11 contains 8055 members 
Mstep: Class 12 contains 561333 members 
Mstep: Class 13 contains 7648 members 
Mstep: Class 14 contains 107028 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 1971 members 
Mstep: Class 17 contains 14639 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 2938 members 
Mstep: Class 20 contains 1711 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14189 members 
Mstep: Class 23 contains 7942 members 
Mstep: Class 24 contains 6345 members 
Mstep: Class 25 contains 5324 members 
Mstep: Class 26 contains 9689 members 
Mstep: Class 27 contains 3780 members 
Mstep: Class 28 contains 2662 members 
Mstep: Class 29 contains 11459 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15109 members 
Mstep: Class 32 contains 2884 members 
Mstep: Class 33 contains 3161 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 975 members 
Mstep: Class 36 contains 2174 members 
Mstep: Class 37 contains 4833 members 
Mstep: Class 38 contains 10845 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1473 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374080.000000 Penalty: 26384.455078
Iteration 179Q: 42 clusters Score -5.037408e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 20792 members 
Mstep: Class 3 contains 7921 members 
Mstep: Class 4 contains 480734 members 
Mstep: Class 5 contains 11465 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 14284 members 
Mstep: Class 8 contains 12797 members 
Mstep: Class 9 contains 7512 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 8055 members 
Mstep: Class 12 contains 561342 members 
Mstep: Class 13 contains 7643 members 
Mstep: Class 14 contains 107032 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 1971 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 19 contains 2937 members 
Mstep: Class 20 contains 1711 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14184 members 
Mstep: Class 23 contains 7943 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 5326 members 
Mstep: Class 26 contains 9687 members 
Mstep: Class 27 contains 3780 members 
Mstep: Class 28 contains 2660 members 
Mstep: Class 29 contains 11460 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15114 members 
Mstep: Class 32 contains 2884 members 
Mstep: Class 33 contains 3159 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 2175 members 
Mstep: Class 37 contains 4834 members 
Mstep: Class 38 contains 10846 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1477 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374080.000000 Penalty: 26384.455078
Iteration 180F: 42 clusters Score -5.037408e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 20792 members 
Mstep: Class 3 contains 7922 members 
Mstep: Class 4 contains 480733 members 
Mstep: Class 5 contains 11462 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 14287 members 
Mstep: Class 8 contains 12797 members 
Mstep: Class 9 contains 7512 members 
Mstep: Class 10 contains 4539 members 
Mstep: Class 11 contains 8057 members 
Mstep: Class 12 contains 561345 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107031 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 1972 members 
Mstep: Class 17 contains 14636 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 2937 members 
Mstep: Class 20 contains 1712 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14183 members 
Mstep: Class 23 contains 7944 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 5326 members 
Mstep: Class 26 contains 9683 members 
Mstep: Class 27 contains 3779 members 
Mstep: Class 28 contains 2659 members 
Mstep: Class 29 contains 11461 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15116 members 
Mstep: Class 32 contains 2884 members 
Mstep: Class 33 contains 3159 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4833 members 
Mstep: Class 38 contains 10847 members 
Mstep: Class 39 contains 1021 members 
Mstep: Class 40 contains 1476 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374072.000000 Penalty: 26384.455078
Iteration 181Q: 42 clusters Score -5.037407e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 20792 members 
Mstep: Class 3 contains 7923 members 
Mstep: Class 4 contains 480730 members 
Mstep: Class 5 contains 11457 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 14289 members 
Mstep: Class 8 contains 12797 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4539 members 
Mstep: Class 11 contains 8061 members 
Mstep: Class 12 contains 561348 members 
Mstep: Class 13 contains 7636 members 
Mstep: Class 14 contains 107032 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 1973 members 
Mstep: Class 17 contains 14635 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 2937 members 
Mstep: Class 20 contains 1714 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14182 members 
Mstep: Class 23 contains 7944 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 5326 members 
Mstep: Class 26 contains 9678 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 11461 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15115 members 
Mstep: Class 32 contains 2882 members 
Mstep: Class 33 contains 3160 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4833 members 
Mstep: Class 38 contains 10846 members 
Mstep: Class 39 contains 1021 members 
Mstep: Class 40 contains 1481 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374072.000000 Penalty: 26384.455078
Iteration 182Q: 42 clusters Score -5.037407e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20792 members 
Mstep: Class 3 contains 7924 members 
Mstep: Class 4 contains 480731 members 
Mstep: Class 5 contains 11455 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 12797 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4538 members 
Mstep: Class 11 contains 8065 members 
Mstep: Class 12 contains 561352 members 
Mstep: Class 13 contains 7635 members 
Mstep: Class 14 contains 107029 members 
Mstep: Class 15 contains 1096 members 
Mstep: Class 16 contains 1973 members 
Mstep: Class 17 contains 14631 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 2937 members 
Mstep: Class 20 contains 1715 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14181 members 
Mstep: Class 23 contains 7945 members 
Mstep: Class 24 contains 6343 members 
Mstep: Class 25 contains 5325 members 
Mstep: Class 26 contains 9674 members 
Mstep: Class 27 contains 3777 members 
Mstep: Class 28 contains 2657 members 
Mstep: Class 29 contains 11462 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15114 members 
Mstep: Class 32 contains 2881 members 
Mstep: Class 33 contains 3163 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4834 members 
Mstep: Class 38 contains 10846 members 
Mstep: Class 39 contains 1021 members 
Mstep: Class 40 contains 1484 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374052.000000 Penalty: 26384.455078
Iteration 183Q: 42 clusters Score -5.037405e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20793 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 480733 members 
Mstep: Class 5 contains 11452 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 12795 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4535 members 
Mstep: Class 11 contains 8074 members 
Mstep: Class 12 contains 561351 members 
Mstep: Class 13 contains 7634 members 
Mstep: Class 14 contains 107026 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 1973 members 
Mstep: Class 17 contains 14631 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 2937 members 
Mstep: Class 20 contains 1713 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14180 members 
Mstep: Class 23 contains 7943 members 
Mstep: Class 24 contains 6343 members 
Mstep: Class 25 contains 5325 members 
Mstep: Class 26 contains 9665 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2657 members 
Mstep: Class 29 contains 11462 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15116 members 
Mstep: Class 32 contains 2880 members 
Mstep: Class 33 contains 3167 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4836 members 
Mstep: Class 38 contains 10846 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1488 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374104.000000 Penalty: 26384.455078
Iteration 184Q: 42 clusters Score -5.03741e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 20793 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 480732 members 
Mstep: Class 5 contains 11448 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 12794 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4535 members 
Mstep: Class 11 contains 8076 members 
Mstep: Class 12 contains 561350 members 
Mstep: Class 13 contains 7634 members 
Mstep: Class 14 contains 107024 members 
Mstep: Class 15 contains 1099 members 
Mstep: Class 16 contains 1973 members 
Mstep: Class 17 contains 14632 members 
Mstep: Class 18 contains 1640 members 
Mstep: Class 19 contains 2937 members 
Mstep: Class 20 contains 1715 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14181 members 
Mstep: Class 23 contains 7940 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9658 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 11463 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15118 members 
Mstep: Class 32 contains 2880 members 
Mstep: Class 33 contains 3169 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4833 members 
Mstep: Class 38 contains 10846 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1490 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374092.000000 Penalty: 26384.455078
Iteration 185Q: 42 clusters Score -5.037409e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 20793 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 480726 members 
Mstep: Class 5 contains 11445 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 14292 members 
Mstep: Class 8 contains 12795 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4535 members 
Mstep: Class 11 contains 8076 members 
Mstep: Class 12 contains 561349 members 
Mstep: Class 13 contains 7634 members 
Mstep: Class 14 contains 107023 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 1974 members 
Mstep: Class 17 contains 14632 members 
Mstep: Class 18 contains 1642 members 
Mstep: Class 19 contains 2938 members 
Mstep: Class 20 contains 1716 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14183 members 
Mstep: Class 23 contains 7940 members 
Mstep: Class 24 contains 6345 members 
Mstep: Class 25 contains 5328 members 
Mstep: Class 26 contains 9656 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15119 members 
Mstep: Class 32 contains 2881 members 
Mstep: Class 33 contains 3170 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4834 members 
Mstep: Class 38 contains 10846 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1489 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374116.000000 Penalty: 26384.455078
Iteration 186Q: 42 clusters Score -5.037412e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 20792 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 480721 members 
Mstep: Class 5 contains 11443 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14292 members 
Mstep: Class 8 contains 12798 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4535 members 
Mstep: Class 11 contains 8076 members 
Mstep: Class 12 contains 561348 members 
Mstep: Class 13 contains 7637 members 
Mstep: Class 14 contains 107023 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 14632 members 
Mstep: Class 18 contains 1644 members 
Mstep: Class 19 contains 2938 members 
Mstep: Class 20 contains 1716 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14182 members 
Mstep: Class 23 contains 7943 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9654 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 11463 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15120 members 
Mstep: Class 32 contains 2881 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4834 members 
Mstep: Class 38 contains 10846 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1489 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374108.000000 Penalty: 26384.455078
Iteration 187Q: 42 clusters Score -5.037411e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20791 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 480723 members 
Mstep: Class 5 contains 11439 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14293 members 
Mstep: Class 8 contains 12796 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4535 members 
Mstep: Class 11 contains 8078 members 
Mstep: Class 12 contains 561344 members 
Mstep: Class 13 contains 7640 members 
Mstep: Class 14 contains 107023 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 14631 members 
Mstep: Class 18 contains 1646 members 
Mstep: Class 19 contains 2939 members 
Mstep: Class 20 contains 1716 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14182 members 
Mstep: Class 23 contains 7944 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9652 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15121 members 
Mstep: Class 32 contains 2881 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4833 members 
Mstep: Class 38 contains 10846 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 1490 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374136.000000 Penalty: 26384.455078
Iteration 188Q: 42 clusters Score -5.037414e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20791 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480725 members 
Mstep: Class 5 contains 11436 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14293 members 
Mstep: Class 8 contains 12796 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4534 members 
Mstep: Class 11 contains 8076 members 
Mstep: Class 12 contains 561346 members 
Mstep: Class 13 contains 7640 members 
Mstep: Class 14 contains 107024 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 14630 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 2939 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14181 members 
Mstep: Class 23 contains 7945 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9652 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15122 members 
Mstep: Class 32 contains 2881 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4833 members 
Mstep: Class 38 contains 10845 members 
Mstep: Class 39 contains 1024 members 
Mstep: Class 40 contains 1491 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374148.000000 Penalty: 26384.455078
Iteration 189Q: 42 clusters Score -5.037415e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20790 members 
Mstep: Class 3 contains 7924 members 
Mstep: Class 4 contains 480726 members 
Mstep: Class 5 contains 11435 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14293 members 
Mstep: Class 8 contains 12796 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4533 members 
Mstep: Class 11 contains 8076 members 
Mstep: Class 12 contains 561347 members 
Mstep: Class 13 contains 7640 members 
Mstep: Class 14 contains 107022 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 14631 members 
Mstep: Class 18 contains 1648 members 
Mstep: Class 19 contains 2941 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14181 members 
Mstep: Class 23 contains 7947 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 5328 members 
Mstep: Class 26 contains 9652 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15123 members 
Mstep: Class 32 contains 2881 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4833 members 
Mstep: Class 38 contains 10845 members 
Mstep: Class 39 contains 1024 members 
Mstep: Class 40 contains 1491 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374140.000000 Penalty: 26384.455078
Iteration 190Q: 42 clusters Score -5.037414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20786 members 
Mstep: Class 3 contains 7924 members 
Mstep: Class 4 contains 480727 members 
Mstep: Class 5 contains 11434 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14293 members 
Mstep: Class 8 contains 12796 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4534 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 561348 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107022 members 
Mstep: Class 15 contains 1088 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 14632 members 
Mstep: Class 18 contains 1650 members 
Mstep: Class 19 contains 2945 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14181 members 
Mstep: Class 23 contains 7947 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 5328 members 
Mstep: Class 26 contains 9652 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15123 members 
Mstep: Class 32 contains 2881 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4833 members 
Mstep: Class 38 contains 10845 members 
Mstep: Class 39 contains 1024 members 
Mstep: Class 40 contains 1491 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374140.000000 Penalty: 26384.455078
Iteration 191Q: 42 clusters Score -5.037414e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20778 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480726 members 
Mstep: Class 5 contains 11433 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14293 members 
Mstep: Class 8 contains 12796 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4533 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 561348 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107022 members 
Mstep: Class 15 contains 1089 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 14635 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2953 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14181 members 
Mstep: Class 23 contains 7945 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 5328 members 
Mstep: Class 26 contains 9652 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15123 members 
Mstep: Class 32 contains 2880 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4833 members 
Mstep: Class 38 contains 10844 members 
Mstep: Class 39 contains 1024 members 
Mstep: Class 40 contains 1492 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374176.000000 Penalty: 26384.455078
Iteration 192Q: 42 clusters Score -5.037418e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20769 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 480726 members 
Mstep: Class 5 contains 11434 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14293 members 
Mstep: Class 8 contains 12796 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4533 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 561349 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107022 members 
Mstep: Class 15 contains 1088 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 14635 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2959 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14181 members 
Mstep: Class 23 contains 7947 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 9652 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2657 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15122 members 
Mstep: Class 32 contains 2880 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4832 members 
Mstep: Class 38 contains 10844 members 
Mstep: Class 39 contains 1024 members 
Mstep: Class 40 contains 1492 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374152.000000 Penalty: 26384.455078
Iteration 193Q: 42 clusters Score -5.037415e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20767 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480727 members 
Mstep: Class 5 contains 11434 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14293 members 
Mstep: Class 8 contains 12796 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4532 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 561353 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107022 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 14635 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2959 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14181 members 
Mstep: Class 23 contains 7947 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 9652 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2657 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 15122 members 
Mstep: Class 32 contains 2880 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4831 members 
Mstep: Class 38 contains 10844 members 
Mstep: Class 39 contains 1024 members 
Mstep: Class 40 contains 1491 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374184.000000 Penalty: 26384.455078
Iteration 194Q: 42 clusters Score -5.037418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20768 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 480731 members 
Mstep: Class 5 contains 11434 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14293 members 
Mstep: Class 8 contains 12796 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4531 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 561352 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107018 members 
Mstep: Class 15 contains 1089 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 14635 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2959 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14181 members 
Mstep: Class 23 contains 7947 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 9652 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2657 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 15122 members 
Mstep: Class 32 contains 2881 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4831 members 
Mstep: Class 38 contains 10844 members 
Mstep: Class 39 contains 1024 members 
Mstep: Class 40 contains 1490 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374188.000000 Penalty: 26384.455078
Iteration 195Q: 42 clusters Score -5.037419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20764 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 480733 members 
Mstep: Class 5 contains 11434 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14293 members 
Mstep: Class 8 contains 12797 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4531 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 561355 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107016 members 
Mstep: Class 15 contains 1089 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 14635 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2959 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14181 members 
Mstep: Class 23 contains 7947 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 9652 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2657 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15122 members 
Mstep: Class 32 contains 2881 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4831 members 
Mstep: Class 38 contains 10844 members 
Mstep: Class 39 contains 1024 members 
Mstep: Class 40 contains 1488 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374172.000000 Penalty: 26384.455078
Iteration 196Q: 42 clusters Score -5.037417e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20764 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 480736 members 
Mstep: Class 5 contains 11434 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14292 members 
Mstep: Class 8 contains 12798 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4531 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 561356 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107012 members 
Mstep: Class 15 contains 1089 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 14635 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14182 members 
Mstep: Class 23 contains 7947 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 9652 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2657 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15122 members 
Mstep: Class 32 contains 2881 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4831 members 
Mstep: Class 38 contains 10844 members 
Mstep: Class 39 contains 1024 members 
Mstep: Class 40 contains 1488 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374192.000000 Penalty: 26384.455078
Iteration 197Q: 42 clusters Score -5.037419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20760 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 480736 members 
Mstep: Class 5 contains 11433 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14293 members 
Mstep: Class 8 contains 12798 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4531 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 561359 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107012 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 14636 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14183 members 
Mstep: Class 23 contains 7947 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 9652 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2657 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15122 members 
Mstep: Class 32 contains 2881 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4831 members 
Mstep: Class 38 contains 10844 members 
Mstep: Class 39 contains 1024 members 
Mstep: Class 40 contains 1486 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374208.000000 Penalty: 26384.455078
Iteration 198Q: 42 clusters Score -5.037421e+07 nChanged 12
Entering ConstructFrom: 
Score: -50374208.000000 Penalty: 26384.455078
Entering ConstructFrom: 
Trying to split cluster 1 (4367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Entering Unmasked Estep 
Score: -171034.531250 Penalty: 381.373322
	Iteration 0F: 2 clusters Score -171034.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -168079.015625 Penalty: 762.746643
	Iteration 0F: 3 clusters Score -168079 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -169100.812500 Penalty: 762.746643
	Iteration 1F: 3 clusters Score -169100.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -169175.750000 Penalty: 762.746643
	Iteration 2F: 3 clusters Score -169175.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -169248.656250 Penalty: 762.746643
	Iteration 3Q: 3 clusters Score -169248.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -169321.281250 Penalty: 762.746643
	Iteration 4Q: 3 clusters Score -169321.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -169394.015625 Penalty: 762.746643
	Iteration 5Q: 3 clusters Score -169394 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -169487.109375 Penalty: 762.746643
	Iteration 6Q: 3 clusters Score -169487.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -169613.046875 Penalty: 762.746643
	Iteration 7Q: 3 clusters Score -169613 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -169778.859375 Penalty: 762.746643
	Iteration 8F: 3 clusters Score -169778.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -169934.375000 Penalty: 762.746643
	Iteration 9Q: 3 clusters Score -169934.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -170057.125000 Penalty: 762.746643
	Iteration 10Q: 3 clusters Score -170057.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -170139.250000 Penalty: 762.746643
	Iteration 11Q: 3 clusters Score -170139.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -170192.171875 Penalty: 762.746643
	Iteration 12Q: 3 clusters Score -170192.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -170236.750000 Penalty: 762.746643
	Iteration 13Q: 3 clusters Score -170236.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -170280.781250 Penalty: 762.746643
	Iteration 14Q: 3 clusters Score -170280.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -170310.234375 Penalty: 762.746643
	Iteration 15Q: 3 clusters Score -170310.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -170342.328125 Penalty: 762.746643
	Iteration 16Q: 3 clusters Score -170342.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -170363.296875 Penalty: 762.746643
	Iteration 17Q: 3 clusters Score -170363.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -170387.500000 Penalty: 762.746643
	Iteration 18Q: 3 clusters Score -170387.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -170408.375000 Penalty: 762.746643
	Iteration 19Q: 3 clusters Score -170408.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -170438.531250 Penalty: 762.746643
	Iteration 20F: 3 clusters Score -170438.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -170468.171875 Penalty: 762.746643
	Iteration 21Q: 3 clusters Score -170468.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -170494.234375 Penalty: 762.746643
	Iteration 22Q: 3 clusters Score -170494.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -170513.312500 Penalty: 762.746643
	Iteration 23Q: 3 clusters Score -170513.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -170531.046875 Penalty: 762.746643
	Iteration 24Q: 3 clusters Score -170531 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -170543.343750 Penalty: 762.746643
	Iteration 25Q: 3 clusters Score -170543.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -170553.484375 Penalty: 762.746643
	Iteration 26Q: 3 clusters Score -170553.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -170565.984375 Penalty: 762.746643
	Iteration 27Q: 3 clusters Score -170566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -170574.140625 Penalty: 762.746643
	Iteration 28Q: 3 clusters Score -170574.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -170585.406250 Penalty: 762.746643
	Iteration 29Q: 3 clusters Score -170585.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -170602.421875 Penalty: 762.746643
	Iteration 30Q: 3 clusters Score -170602.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -170619.234375 Penalty: 762.746643
	Iteration 31Q: 3 clusters Score -170619.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -170631.453125 Penalty: 762.746643
	Iteration 32Q: 3 clusters Score -170631.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -170642.609375 Penalty: 762.746643
	Iteration 33Q: 3 clusters Score -170642.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -170653.046875 Penalty: 762.746643
	Iteration 34Q: 3 clusters Score -170653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -170660.828125 Penalty: 762.746643
	Iteration 35Q: 3 clusters Score -170660.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -170664.281250 Penalty: 762.746643
	Iteration 36Q: 3 clusters Score -170664.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -170667.625000 Penalty: 762.746643
	Iteration 37Q: 3 clusters Score -170667.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -170672.609375 Penalty: 762.746643
	Iteration 38Q: 3 clusters Score -170672.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -170679.437500 Penalty: 762.746643
	Iteration 39Q: 3 clusters Score -170679.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -170686.796875 Penalty: 762.746643
	Iteration 40F: 3 clusters Score -170686.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -170688.781250 Penalty: 762.746643
	Iteration 41Q: 3 clusters Score -170688.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -170692.812500 Penalty: 762.746643
	Iteration 42Q: 3 clusters Score -170692.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -170704.359375 Penalty: 762.746643
	Iteration 43Q: 3 clusters Score -170704.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -170708.671875 Penalty: 762.746643
	Iteration 44Q: 3 clusters Score -170708.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -170711.703125 Penalty: 762.746643
	Iteration 45Q: 3 clusters Score -170711.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -170713.921875 Penalty: 762.746643
	Iteration 46Q: 3 clusters Score -170713.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -170714.437500 Penalty: 762.746643
	Iteration 47Q: 3 clusters Score -170714.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -170714.437500 Penalty: 762.746643
	Iteration 48F: 3 clusters Score -170714.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Entering Unmasked Estep 
Score: -779452.062500 Penalty: 452.301270
	Iteration 0F: 2 clusters Score -779452.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -765605.750000 Penalty: 904.602539
	Iteration 0F: 3 clusters Score -765605.8 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -771430.625000 Penalty: 904.602539
	Iteration 1F: 3 clusters Score -771430.6 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -771951.437500 Penalty: 904.602539
	Iteration 2F: 3 clusters Score -771951.4 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -772506.625000 Penalty: 904.602539
	Iteration 3F: 3 clusters Score -772506.6 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -773080.937500 Penalty: 904.602539
	Iteration 4F: 3 clusters Score -773080.9 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -773698.937500 Penalty: 904.602539
	Iteration 5F: 3 clusters Score -773698.9 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -774442.125000 Penalty: 904.602539
	Iteration 6F: 3 clusters Score -774442.1 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -775313.562500 Penalty: 904.602539
	Iteration 7F: 3 clusters Score -775313.6 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -776236.812500 Penalty: 904.602539
	Iteration 8Q: 3 clusters Score -776236.8 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -777049.000000 Penalty: 904.602539
	Iteration 9Q: 3 clusters Score -777049 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -777639.437500 Penalty: 904.602539
	Iteration 10Q: 3 clusters Score -777639.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -777935.062500 Penalty: 904.602539
	Iteration 11Q: 3 clusters Score -777935.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -778102.875000 Penalty: 904.602539
	Iteration 12Q: 3 clusters Score -778102.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -778240.437500 Penalty: 904.602539
	Iteration 13Q: 3 clusters Score -778240.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -778347.250000 Penalty: 904.602539
	Iteration 14Q: 3 clusters Score -778347.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -778453.062500 Penalty: 904.602539
	Iteration 15Q: 3 clusters Score -778453.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -778527.562500 Penalty: 904.602539
	Iteration 16Q: 3 clusters Score -778527.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -778604.062500 Penalty: 904.602539
	Iteration 17Q: 3 clusters Score -778604.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -778668.812500 Penalty: 904.602539
	Iteration 18Q: 3 clusters Score -778668.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -778723.312500 Penalty: 904.602539
	Iteration 19Q: 3 clusters Score -778723.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -778773.625000 Penalty: 904.602539
	Iteration 20F: 3 clusters Score -778773.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -778811.125000 Penalty: 904.602539
	Iteration 21Q: 3 clusters Score -778811.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -778846.875000 Penalty: 904.602539
	Iteration 22Q: 3 clusters Score -778846.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -778869.187500 Penalty: 904.602539
	Iteration 23Q: 3 clusters Score -778869.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -778884.187500 Penalty: 904.602539
	Iteration 24Q: 3 clusters Score -778884.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -778896.000000 Penalty: 904.602539
	Iteration 25Q: 3 clusters Score -778896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -778910.000000 Penalty: 904.602539
	Iteration 26Q: 3 clusters Score -778910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -778924.187500 Penalty: 904.602539
	Iteration 27Q: 3 clusters Score -778924.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -778940.062500 Penalty: 904.602539
	Iteration 28Q: 3 clusters Score -778940.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -778955.000000 Penalty: 904.602539
	Iteration 29Q: 3 clusters Score -778955 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -778970.562500 Penalty: 904.602539
	Iteration 30Q: 3 clusters Score -778970.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -778980.875000 Penalty: 904.602539
	Iteration 31Q: 3 clusters Score -778980.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -778988.750000 Penalty: 904.602539
	Iteration 32Q: 3 clusters Score -778988.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -778995.750000 Penalty: 904.602539
	Iteration 33Q: 3 clusters Score -778995.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -778999.875000 Penalty: 904.602539
	Iteration 34Q: 3 clusters Score -778999.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -779004.812500 Penalty: 904.602539
	Iteration 35Q: 3 clusters Score -779004.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -779008.812500 Penalty: 904.602539
	Iteration 36Q: 3 clusters Score -779008.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -779010.812500 Penalty: 904.602539
	Iteration 37Q: 3 clusters Score -779010.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -779015.500000 Penalty: 904.602539
	Iteration 38Q: 3 clusters Score -779015.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -779019.750000 Penalty: 904.602539
	Iteration 39Q: 3 clusters Score -779019.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -779023.625000 Penalty: 904.602539
	Iteration 40F: 3 clusters Score -779023.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -779026.000000 Penalty: 904.602539
	Iteration 41Q: 3 clusters Score -779026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -779027.687500 Penalty: 904.602539
	Iteration 42Q: 3 clusters Score -779027.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -779029.250000 Penalty: 904.602539
	Iteration 43Q: 3 clusters Score -779029.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -779030.312500 Penalty: 904.602539
	Iteration 44Q: 3 clusters Score -779030.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -779032.750000 Penalty: 904.602539
	Iteration 45Q: 3 clusters Score -779032.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -779035.812500 Penalty: 904.602539
	Iteration 46Q: 3 clusters Score -779035.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -779036.000000 Penalty: 904.602539
	Iteration 47Q: 3 clusters Score -779036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -779037.312500 Penalty: 904.602539
	Iteration 48Q: 3 clusters Score -779037.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -779039.875000 Penalty: 904.602539
	Iteration 49Q: 3 clusters Score -779039.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -779041.125000 Penalty: 904.602539
	Iteration 50Q: 3 clusters Score -779041.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -779042.500000 Penalty: 904.602539
	Iteration 51Q: 3 clusters Score -779042.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -779043.437500 Penalty: 904.602539
	Iteration 52Q: 3 clusters Score -779043.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -779045.187500 Penalty: 904.602539
	Iteration 53Q: 3 clusters Score -779045.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -779045.687500 Penalty: 904.602539
	Iteration 54Q: 3 clusters Score -779045.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -779047.125000 Penalty: 904.602539
	Iteration 55Q: 3 clusters Score -779047.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -779049.125000 Penalty: 904.602539
	Iteration 56Q: 3 clusters Score -779049.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -779050.562500 Penalty: 904.602539
	Iteration 57Q: 3 clusters Score -779050.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -779050.562500 Penalty: 904.602539
	Iteration 58F: 3 clusters Score -779050.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Entering Unmasked Estep 
Score: -289243.656250 Penalty: 408.500366
	Iteration 0F: 2 clusters Score -289243.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -283948.687500 Penalty: 817.000732
	Iteration 0F: 3 clusters Score -283948.7 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -286286.468750 Penalty: 817.000732
	Iteration 1F: 3 clusters Score -286286.5 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -286798.812500 Penalty: 817.000732
	Iteration 2F: 3 clusters Score -286798.8 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -287526.343750 Penalty: 817.000732
	Iteration 3F: 3 clusters Score -287526.3 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -288180.281250 Penalty: 817.000732
	Iteration 4F: 3 clusters Score -288180.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -288582.156250 Penalty: 817.000732
	Iteration 5F: 3 clusters Score -288582.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -288807.312500 Penalty: 817.000732
	Iteration 6Q: 3 clusters Score -288807.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -288956.531250 Penalty: 817.000732
	Iteration 7Q: 3 clusters Score -288956.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -289070.531250 Penalty: 817.000732
	Iteration 8Q: 3 clusters Score -289070.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -289129.500000 Penalty: 817.000732
	Iteration 9Q: 3 clusters Score -289129.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -289167.906250 Penalty: 817.000732
	Iteration 10Q: 3 clusters Score -289167.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -289198.906250 Penalty: 817.000732
	Iteration 11Q: 3 clusters Score -289198.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -289211.406250 Penalty: 817.000732
	Iteration 12Q: 3 clusters Score -289211.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -289218.093750 Penalty: 817.000732
	Iteration 13Q: 3 clusters Score -289218.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -289223.781250 Penalty: 817.000732
	Iteration 14Q: 3 clusters Score -289223.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -289227.812500 Penalty: 817.000732
	Iteration 15Q: 3 clusters Score -289227.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -289230.656250 Penalty: 817.000732
	Iteration 16Q: 3 clusters Score -289230.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -289232.187500 Penalty: 817.000732
	Iteration 17Q: 3 clusters Score -289232.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -289233.125000 Penalty: 817.000732
	Iteration 18Q: 3 clusters Score -289233.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -289233.062500 Penalty: 817.000732
	Iteration 19Q: 3 clusters Score -289233.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -289232.781250 Penalty: 817.000732
	Iteration 20F: 3 clusters Score -289232.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (480737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480737 members 
Entering Unmasked Estep 
Score: -18435408.000000 Penalty: 595.279907
	Iteration 0F: 2 clusters Score -1.843541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240374 members 
Mstep: Class 2 contains 240363 members 
Entering Unmasked Estep 
Score: -18113120.000000 Penalty: 1190.559814
	Iteration 0F: 3 clusters Score -1.811312e+07 nChanged 238041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221531 members 
Mstep: Class 2 contains 259206 members 
Entering Unmasked Estep 
Score: -18259048.000000 Penalty: 1190.559814
	Iteration 1F: 3 clusters Score -1.825905e+07 nChanged 21150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208827 members 
Mstep: Class 2 contains 271910 members 
Entering Unmasked Estep 
Score: -18265980.000000 Penalty: 1190.559814
	Iteration 2Q: 3 clusters Score -1.826598e+07 nChanged 24756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191787 members 
Mstep: Class 2 contains 288950 members 
Entering Unmasked Estep 
Score: -18276178.000000 Penalty: 1190.559814
	Iteration 3F: 3 clusters Score -1.827618e+07 nChanged 28301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169654 members 
Mstep: Class 2 contains 311083 members 
Entering Unmasked Estep 
Score: -18290750.000000 Penalty: 1190.559814
	Iteration 4F: 3 clusters Score -1.829075e+07 nChanged 32233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141307 members 
Mstep: Class 2 contains 339430 members 
Entering Unmasked Estep 
Score: -18310844.000000 Penalty: 1190.559814
	Iteration 5F: 3 clusters Score -1.831084e+07 nChanged 35617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107898 members 
Mstep: Class 2 contains 372839 members 
Entering Unmasked Estep 
Score: -18337732.000000 Penalty: 1190.559814
	Iteration 6F: 3 clusters Score -1.833773e+07 nChanged 35766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72998 members 
Mstep: Class 2 contains 407739 members 
Entering Unmasked Estep 
Score: -18368036.000000 Penalty: 1190.559814
	Iteration 7F: 3 clusters Score -1.836804e+07 nChanged 30736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 438255 members 
Entering Unmasked Estep 
Score: -18397382.000000 Penalty: 1190.559814
	Iteration 8F: 3 clusters Score -1.839738e+07 nChanged 22004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 460233 members 
Entering Unmasked Estep 
Score: -18417600.000000 Penalty: 1190.559814
	Iteration 9Q: 3 clusters Score -1.84176e+07 nChanged 11983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 472214 members 
Entering Unmasked Estep 
Score: -18428532.000000 Penalty: 1190.559814
	Iteration 10Q: 3 clusters Score -1.842853e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 477242 members 
Entering Unmasked Estep 
Score: -18432648.000000 Penalty: 1190.559814
	Iteration 11Q: 3 clusters Score -1.843265e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 479126 members 
Entering Unmasked Estep 
Score: -18434148.000000 Penalty: 1190.559814
	Iteration 12Q: 3 clusters Score -1.843415e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 479757 members 
Entering Unmasked Estep 
Score: -18434658.000000 Penalty: 1190.559814
	Iteration 13Q: 3 clusters Score -1.843466e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 479958 members 
Entering Unmasked Estep 
Score: -18434906.000000 Penalty: 1190.559814
	Iteration 14Q: 3 clusters Score -1.843491e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 479977 members 
Entering Unmasked Estep 
Score: -18435138.000000 Penalty: 1190.559814
	Iteration 15Q: 3 clusters Score -1.843514e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 479924 members 
Entering Unmasked Estep 
Score: -18435284.000000 Penalty: 1190.559814
	Iteration 16Q: 3 clusters Score -1.843528e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 479870 members 
Entering Unmasked Estep 
Score: -18435370.000000 Penalty: 1190.559814
	Iteration 17Q: 3 clusters Score -1.843537e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 479809 members 
Entering Unmasked Estep 
Score: -18435452.000000 Penalty: 1190.559814
	Iteration 18Q: 3 clusters Score -1.843545e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 479763 members 
Entering Unmasked Estep 
Score: -18435510.000000 Penalty: 1190.559814
	Iteration 19Q: 3 clusters Score -1.843551e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 479717 members 
Entering Unmasked Estep 
Score: -18435506.000000 Penalty: 1190.559814
	Iteration 20F: 3 clusters Score -1.843551e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 479671 members 
Entering Unmasked Estep 
Score: -18435532.000000 Penalty: 1190.559814
	Iteration 21Q: 3 clusters Score -1.843553e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 479616 members 
Entering Unmasked Estep 
Score: -18435608.000000 Penalty: 1190.559814
	Iteration 22Q: 3 clusters Score -1.843561e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 479571 members 
Entering Unmasked Estep 
Score: -18435658.000000 Penalty: 1190.559814
	Iteration 23Q: 3 clusters Score -1.843566e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 479536 members 
Entering Unmasked Estep 
Score: -18435668.000000 Penalty: 1190.559814
	Iteration 24Q: 3 clusters Score -1.843567e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 479521 members 
Entering Unmasked Estep 
Score: -18435674.000000 Penalty: 1190.559814
	Iteration 25Q: 3 clusters Score -1.843567e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 479503 members 
Entering Unmasked Estep 
Score: -18435678.000000 Penalty: 1190.559814
	Iteration 26Q: 3 clusters Score -1.843568e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 479482 members 
Entering Unmasked Estep 
Score: -18435682.000000 Penalty: 1190.559814
	Iteration 27Q: 3 clusters Score -1.843568e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 479466 members 
Entering Unmasked Estep 
Score: -18435714.000000 Penalty: 1190.559814
	Iteration 28Q: 3 clusters Score -1.843571e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 479451 members 
Entering Unmasked Estep 
Score: -18435706.000000 Penalty: 1190.559814
	Iteration 29Q: 3 clusters Score -1.843571e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 479444 members 
Entering Unmasked Estep 
Score: -18435694.000000 Penalty: 1190.559814
	Iteration 30Q: 3 clusters Score -1.843569e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 479438 members 
Entering Unmasked Estep 
Score: -18435718.000000 Penalty: 1190.559814
	Iteration 31Q: 3 clusters Score -1.843572e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 479439 members 
Entering Unmasked Estep 
Score: -18435718.000000 Penalty: 1190.559814
	Iteration 32Q: 3 clusters Score -1.843572e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 479444 members 
Entering Unmasked Estep 
Score: -18435720.000000 Penalty: 1190.559814
	Iteration 33Q: 3 clusters Score -1.843572e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 479440 members 
Entering Unmasked Estep 
Score: -18435710.000000 Penalty: 1190.559814
	Iteration 34Q: 3 clusters Score -1.843571e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 479429 members 
Entering Unmasked Estep 
Score: -18435690.000000 Penalty: 1190.559814
	Iteration 35Q: 3 clusters Score -1.843569e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 479414 members 
Entering Unmasked Estep 
Score: -18435688.000000 Penalty: 1190.559814
	Iteration 36Q: 3 clusters Score -1.843569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 479400 members 
Entering Unmasked Estep 
Score: -18435666.000000 Penalty: 1190.559814
	Iteration 37Q: 3 clusters Score -1.843567e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 479389 members 
Entering Unmasked Estep 
Score: -18435666.000000 Penalty: 1190.559814
	Iteration 38Q: 3 clusters Score -1.843567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 479385 members 
Entering Unmasked Estep 
Score: -18435672.000000 Penalty: 1190.559814
	Iteration 39Q: 3 clusters Score -1.843567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 479380 members 
Entering Unmasked Estep 
Score: -18435664.000000 Penalty: 1190.559814
	Iteration 40F: 3 clusters Score -1.843566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 479376 members 
Entering Unmasked Estep 
Score: -18435680.000000 Penalty: 1190.559814
	Iteration 41Q: 3 clusters Score -1.843568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 479372 members 
Entering Unmasked Estep 
Score: -18435670.000000 Penalty: 1190.559814
	Iteration 42Q: 3 clusters Score -1.843567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 479369 members 
Entering Unmasked Estep 
Score: -18435660.000000 Penalty: 1190.559814
	Iteration 43Q: 3 clusters Score -1.843566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 479368 members 
Entering Unmasked Estep 
Score: -18435664.000000 Penalty: 1190.559814
	Iteration 44Q: 3 clusters Score -1.843566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 479364 members 
Entering Unmasked Estep 
Score: -18435660.000000 Penalty: 1190.559814
	Iteration 45Q: 3 clusters Score -1.843566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 479362 members 
Entering Unmasked Estep 
Score: -18435658.000000 Penalty: 1190.559814
	Iteration 46Q: 3 clusters Score -1.843566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 479360 members 
Entering Unmasked Estep 
Score: -18435660.000000 Penalty: 1190.559814
	Iteration 47Q: 3 clusters Score -1.843566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 479357 members 
Entering Unmasked Estep 
Score: -18435662.000000 Penalty: 1190.559814
	Iteration 48Q: 3 clusters Score -1.843566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 479351 members 
Entering Unmasked Estep 
Score: -18435666.000000 Penalty: 1190.559814
	Iteration 49Q: 3 clusters Score -1.843567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 479348 members 
Entering Unmasked Estep 
Score: -18435668.000000 Penalty: 1190.559814
	Iteration 50Q: 3 clusters Score -1.843567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 479345 members 
Entering Unmasked Estep 
Score: -18435668.000000 Penalty: 1190.559814
	Iteration 51Q: 3 clusters Score -1.843567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 479345 members 
Entering Unmasked Estep 
Score: -18435668.000000 Penalty: 1190.559814
	Iteration 52F: 3 clusters Score -1.843567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20758 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 1392 members 
Mstep: Class 5 contains 11433 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14292 members 
Mstep: Class 8 contains 12798 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4531 members 
Mstep: Class 11 contains 8076 members 
Mstep: Class 12 contains 561360 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107010 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14184 members 
Mstep: Class 23 contains 7947 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 9652 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2657 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15121 members 
Mstep: Class 32 contains 2881 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4831 members 
Mstep: Class 38 contains 10844 members 
Mstep: Class 39 contains 1024 members 
Mstep: Class 40 contains 1484 members 
Mstep: Class 41 contains 1655 members 
Mstep: Class 42 contains 479345 members 
Entering Unmasked Estep 
Score: -50373928.000000 Penalty: 27027.978516
Splitting cluster 4 changes total score from -50374208.000000 to -50373928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (11433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Entering Unmasked Estep 
Score: -415845.750000 Penalty: 425.163788
	Iteration 0F: 2 clusters Score -415845.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -408213.937500 Penalty: 850.327576
	Iteration 0F: 3 clusters Score -408213.9 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -411322.187500 Penalty: 850.327576
	Iteration 1F: 3 clusters Score -411322.2 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -411730.093750 Penalty: 850.327576
	Iteration 2F: 3 clusters Score -411730.1 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -412361.250000 Penalty: 850.327576
	Iteration 3F: 3 clusters Score -412361.2 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -413231.531250 Penalty: 850.327576
	Iteration 4F: 3 clusters Score -413231.5 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -414112.031250 Penalty: 850.327576
	Iteration 5F: 3 clusters Score -414112 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -414764.656250 Penalty: 850.327576
	Iteration 6F: 3 clusters Score -414764.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -415119.750000 Penalty: 850.327576
	Iteration 7Q: 3 clusters Score -415119.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -415308.937500 Penalty: 850.327576
	Iteration 8Q: 3 clusters Score -415308.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -415406.562500 Penalty: 850.327576
	Iteration 9Q: 3 clusters Score -415406.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -415467.125000 Penalty: 850.327576
	Iteration 10Q: 3 clusters Score -415467.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -415515.156250 Penalty: 850.327576
	Iteration 11Q: 3 clusters Score -415515.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -415544.531250 Penalty: 850.327576
	Iteration 12Q: 3 clusters Score -415544.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -415562.906250 Penalty: 850.327576
	Iteration 13Q: 3 clusters Score -415562.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -415573.593750 Penalty: 850.327576
	Iteration 14Q: 3 clusters Score -415573.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -415578.937500 Penalty: 850.327576
	Iteration 15Q: 3 clusters Score -415578.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -415582.937500 Penalty: 850.327576
	Iteration 16Q: 3 clusters Score -415582.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -415584.156250 Penalty: 850.327576
	Iteration 17Q: 3 clusters Score -415584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -415584.843750 Penalty: 850.327576
	Iteration 18Q: 3 clusters Score -415584.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -415585.281250 Penalty: 850.327576
	Iteration 19Q: 3 clusters Score -415585.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -415586.343750 Penalty: 850.327576
	Iteration 20F: 3 clusters Score -415586.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -415588.250000 Penalty: 850.327576
	Iteration 21Q: 3 clusters Score -415588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -415587.250000 Penalty: 850.327576
	Iteration 22Q: 3 clusters Score -415587.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -415587.093750 Penalty: 850.327576
	Iteration 23Q: 3 clusters Score -415587.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -415586.843750 Penalty: 850.327576
	Iteration 24Q: 3 clusters Score -415586.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -415586.843750 Penalty: 850.327576
	Iteration 25F: 3 clusters Score -415586.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Entering Unmasked Estep 
Score: -74790.578125 Penalty: 348.492310
	Iteration 0F: 2 clusters Score -74790.58 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 1072 members 
Entering Unmasked Estep 
Score: -73259.398438 Penalty: 696.984619
	Iteration 0F: 3 clusters Score -73259.4 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -73810.234375 Penalty: 696.984619
	Iteration 1F: 3 clusters Score -73810.23 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -73918.539062 Penalty: 696.984619
	Iteration 2F: 3 clusters Score -73918.54 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -74004.500000 Penalty: 696.984619
	Iteration 3F: 3 clusters Score -74004.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -74061.531250 Penalty: 696.984619
	Iteration 4F: 3 clusters Score -74061.53 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -74103.007812 Penalty: 696.984619
	Iteration 5Q: 3 clusters Score -74103.01 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -74149.304688 Penalty: 696.984619
	Iteration 6Q: 3 clusters Score -74149.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -74185.195312 Penalty: 696.984619
	Iteration 7Q: 3 clusters Score -74185.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -74213.960938 Penalty: 696.984619
	Iteration 8Q: 3 clusters Score -74213.96 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -74226.570312 Penalty: 696.984619
	Iteration 9Q: 3 clusters Score -74226.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -74237.695312 Penalty: 696.984619
	Iteration 10Q: 3 clusters Score -74237.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -74248.734375 Penalty: 696.984619
	Iteration 11Q: 3 clusters Score -74248.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -74264.617188 Penalty: 696.984619
	Iteration 12Q: 3 clusters Score -74264.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -74280.210938 Penalty: 696.984619
	Iteration 13Q: 3 clusters Score -74280.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -74297.968750 Penalty: 696.984619
	Iteration 14Q: 3 clusters Score -74297.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -74311.000000 Penalty: 696.984619
	Iteration 15Q: 3 clusters Score -74311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -74321.953125 Penalty: 696.984619
	Iteration 16Q: 3 clusters Score -74321.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -74333.195312 Penalty: 696.984619
	Iteration 17Q: 3 clusters Score -74333.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -74346.515625 Penalty: 696.984619
	Iteration 18Q: 3 clusters Score -74346.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -74355.976562 Penalty: 696.984619
	Iteration 19Q: 3 clusters Score -74355.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -74366.109375 Penalty: 696.984619
	Iteration 20F: 3 clusters Score -74366.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -74371.679688 Penalty: 696.984619
	Iteration 21Q: 3 clusters Score -74371.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -74386.312500 Penalty: 696.984619
	Iteration 22Q: 3 clusters Score -74386.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -74400.726562 Penalty: 696.984619
	Iteration 23Q: 3 clusters Score -74400.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -74413.296875 Penalty: 696.984619
	Iteration 24Q: 3 clusters Score -74413.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -74425.429688 Penalty: 696.984619
	Iteration 25Q: 3 clusters Score -74425.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -74445.453125 Penalty: 696.984619
	Iteration 26Q: 3 clusters Score -74445.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -74467.187500 Penalty: 696.984619
	Iteration 27Q: 3 clusters Score -74467.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -74485.718750 Penalty: 696.984619
	Iteration 28Q: 3 clusters Score -74485.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -74496.164062 Penalty: 696.984619
	Iteration 29Q: 3 clusters Score -74496.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -74504.734375 Penalty: 696.984619
	Iteration 30Q: 3 clusters Score -74504.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -74508.726562 Penalty: 696.984619
	Iteration 31Q: 3 clusters Score -74508.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -74511.257812 Penalty: 696.984619
	Iteration 32Q: 3 clusters Score -74511.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -74513.601562 Penalty: 696.984619
	Iteration 33Q: 3 clusters Score -74513.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -74515.500000 Penalty: 696.984619
	Iteration 34Q: 3 clusters Score -74515.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -74517.359375 Penalty: 696.984619
	Iteration 35Q: 3 clusters Score -74517.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -74520.445312 Penalty: 696.984619
	Iteration 36Q: 3 clusters Score -74520.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -74524.343750 Penalty: 696.984619
	Iteration 37Q: 3 clusters Score -74524.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -74526.484375 Penalty: 696.984619
	Iteration 38Q: 3 clusters Score -74526.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -74528.460938 Penalty: 696.984619
	Iteration 39Q: 3 clusters Score -74528.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -74530.101562 Penalty: 696.984619
	Iteration 40F: 3 clusters Score -74530.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -74533.000000 Penalty: 696.984619
	Iteration 41Q: 3 clusters Score -74533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -74536.109375 Penalty: 696.984619
	Iteration 42Q: 3 clusters Score -74536.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -74536.695312 Penalty: 696.984619
	Iteration 43Q: 3 clusters Score -74536.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -74536.695312 Penalty: 696.984619
	Iteration 44F: 3 clusters Score -74536.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Entering Unmasked Estep 
Score: -520798.000000 Penalty: 435.319214
	Iteration 0F: 2 clusters Score -520798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -511186.406250 Penalty: 870.638428
	Iteration 0F: 3 clusters Score -511186.4 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -515361.437500 Penalty: 870.638428
	Iteration 1F: 3 clusters Score -515361.4 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -516036.312500 Penalty: 870.638428
	Iteration 2F: 3 clusters Score -516036.3 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -516931.062500 Penalty: 870.638428
	Iteration 3F: 3 clusters Score -516931.1 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -517927.093750 Penalty: 870.638428
	Iteration 4F: 3 clusters Score -517927.1 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -518774.718750 Penalty: 870.638428
	Iteration 5F: 3 clusters Score -518774.7 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -519444.687500 Penalty: 870.638428
	Iteration 6F: 3 clusters Score -519444.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -520000.656250 Penalty: 870.638428
	Iteration 7Q: 3 clusters Score -520000.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -520272.593750 Penalty: 870.638428
	Iteration 8Q: 3 clusters Score -520272.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -520419.218750 Penalty: 870.638428
	Iteration 9Q: 3 clusters Score -520419.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -520516.718750 Penalty: 870.638428
	Iteration 10Q: 3 clusters Score -520516.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -520558.093750 Penalty: 870.638428
	Iteration 11Q: 3 clusters Score -520558.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -520578.625000 Penalty: 870.638428
	Iteration 12Q: 3 clusters Score -520578.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -520594.281250 Penalty: 870.638428
	Iteration 13Q: 3 clusters Score -520594.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -520608.062500 Penalty: 870.638428
	Iteration 14Q: 3 clusters Score -520608.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -520620.875000 Penalty: 870.638428
	Iteration 15Q: 3 clusters Score -520620.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -520633.656250 Penalty: 870.638428
	Iteration 16Q: 3 clusters Score -520633.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -520644.375000 Penalty: 870.638428
	Iteration 17Q: 3 clusters Score -520644.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -520653.218750 Penalty: 870.638428
	Iteration 18Q: 3 clusters Score -520653.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -520661.875000 Penalty: 870.638428
	Iteration 19Q: 3 clusters Score -520661.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -520667.125000 Penalty: 870.638428
	Iteration 20F: 3 clusters Score -520667.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -520669.593750 Penalty: 870.638428
	Iteration 21Q: 3 clusters Score -520669.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -520672.812500 Penalty: 870.638428
	Iteration 22Q: 3 clusters Score -520672.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -520676.656250 Penalty: 870.638428
	Iteration 23Q: 3 clusters Score -520676.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -520680.718750 Penalty: 870.638428
	Iteration 24Q: 3 clusters Score -520680.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -520683.718750 Penalty: 870.638428
	Iteration 25Q: 3 clusters Score -520683.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -520685.000000 Penalty: 870.638428
	Iteration 26Q: 3 clusters Score -520685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -520687.437500 Penalty: 870.638428
	Iteration 27Q: 3 clusters Score -520687.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -520692.000000 Penalty: 870.638428
	Iteration 28Q: 3 clusters Score -520692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -520695.781250 Penalty: 870.638428
	Iteration 29Q: 3 clusters Score -520695.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -520698.375000 Penalty: 870.638428
	Iteration 30Q: 3 clusters Score -520698.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -520701.781250 Penalty: 870.638428
	Iteration 31Q: 3 clusters Score -520701.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -520705.562500 Penalty: 870.638428
	Iteration 32Q: 3 clusters Score -520705.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -520708.500000 Penalty: 870.638428
	Iteration 33Q: 3 clusters Score -520708.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -520710.406250 Penalty: 870.638428
	Iteration 34Q: 3 clusters Score -520710.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -520711.406250 Penalty: 870.638428
	Iteration 35Q: 3 clusters Score -520711.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -520713.437500 Penalty: 870.638428
	Iteration 36Q: 3 clusters Score -520713.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -520714.031250 Penalty: 870.638428
	Iteration 37Q: 3 clusters Score -520714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -520715.406250 Penalty: 870.638428
	Iteration 38Q: 3 clusters Score -520715.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -520717.343750 Penalty: 870.638428
	Iteration 39Q: 3 clusters Score -520717.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -520719.968750 Penalty: 870.638428
	Iteration 40F: 3 clusters Score -520720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -520720.343750 Penalty: 870.638428
	Iteration 41Q: 3 clusters Score -520720.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -520722.000000 Penalty: 870.638428
	Iteration 42Q: 3 clusters Score -520722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -520724.375000 Penalty: 870.638428
	Iteration 43Q: 3 clusters Score -520724.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -520726.312500 Penalty: 870.638428
	Iteration 44Q: 3 clusters Score -520726.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -520727.781250 Penalty: 870.638428
	Iteration 45Q: 3 clusters Score -520727.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -520727.593750 Penalty: 870.638428
	Iteration 46Q: 3 clusters Score -520727.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -520727.281250 Penalty: 870.638428
	Iteration 47Q: 3 clusters Score -520727.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -520729.718750 Penalty: 870.638428
	Iteration 48Q: 3 clusters Score -520729.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -520728.093750 Penalty: 870.638428
	Iteration 49Q: 3 clusters Score -520728.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -520728.875000 Penalty: 870.638428
	Iteration 50Q: 3 clusters Score -520728.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -520729.125000 Penalty: 870.638428
	Iteration 51Q: 3 clusters Score -520729.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -520729.000000 Penalty: 870.638428
	Iteration 52Q: 3 clusters Score -520729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -520729.812500 Penalty: 870.638428
	Iteration 53Q: 3 clusters Score -520729.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -520731.031250 Penalty: 870.638428
	Iteration 54Q: 3 clusters Score -520731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -520731.843750 Penalty: 870.638428
	Iteration 55Q: 3 clusters Score -520731.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -520732.656250 Penalty: 870.638428
	Iteration 56Q: 3 clusters Score -520732.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -520733.156250 Penalty: 870.638428
	Iteration 57Q: 3 clusters Score -520733.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -520733.062500 Penalty: 870.638428
	Iteration 58Q: 3 clusters Score -520733.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -520733.093750 Penalty: 870.638428
	Iteration 59Q: 3 clusters Score -520733.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -520733.031250 Penalty: 870.638428
	Iteration 60F: 3 clusters Score -520733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -520733.937500 Penalty: 870.638428
	Iteration 61Q: 3 clusters Score -520733.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -520733.937500 Penalty: 870.638428
	Iteration 62F: 3 clusters Score -520733.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Entering Unmasked Estep 
Score: -469213.843750 Penalty: 430.295532
	Iteration 0F: 2 clusters Score -469213.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -460788.125000 Penalty: 860.591064
	Iteration 0F: 3 clusters Score -460788.1 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -464403.812500 Penalty: 860.591064
	Iteration 1F: 3 clusters Score -464403.8 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -464864.937500 Penalty: 860.591064
	Iteration 2F: 3 clusters Score -464864.9 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -465433.968750 Penalty: 860.591064
	Iteration 3F: 3 clusters Score -465434 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -466025.406250 Penalty: 860.591064
	Iteration 4F: 3 clusters Score -466025.4 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -466643.218750 Penalty: 860.591064
	Iteration 5F: 3 clusters Score -466643.2 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -467137.656250 Penalty: 860.591064
	Iteration 6Q: 3 clusters Score -467137.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -467540.406250 Penalty: 860.591064
	Iteration 7Q: 3 clusters Score -467540.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -467873.343750 Penalty: 860.591064
	Iteration 8Q: 3 clusters Score -467873.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -468060.531250 Penalty: 860.591064
	Iteration 9Q: 3 clusters Score -468060.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -468165.718750 Penalty: 860.591064
	Iteration 10Q: 3 clusters Score -468165.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -468262.562500 Penalty: 860.591064
	Iteration 11Q: 3 clusters Score -468262.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -468356.718750 Penalty: 860.591064
	Iteration 12Q: 3 clusters Score -468356.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -468431.000000 Penalty: 860.591064
	Iteration 13Q: 3 clusters Score -468431 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -468484.625000 Penalty: 860.591064
	Iteration 14Q: 3 clusters Score -468484.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -468522.906250 Penalty: 860.591064
	Iteration 15Q: 3 clusters Score -468522.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -468554.218750 Penalty: 860.591064
	Iteration 16Q: 3 clusters Score -468554.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -468575.156250 Penalty: 860.591064
	Iteration 17Q: 3 clusters Score -468575.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -468588.000000 Penalty: 860.591064
	Iteration 18Q: 3 clusters Score -468588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -468597.562500 Penalty: 860.591064
	Iteration 19Q: 3 clusters Score -468597.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -468604.750000 Penalty: 860.591064
	Iteration 20F: 3 clusters Score -468604.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -468609.562500 Penalty: 860.591064
	Iteration 21Q: 3 clusters Score -468609.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -468612.187500 Penalty: 860.591064
	Iteration 22Q: 3 clusters Score -468612.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -468617.468750 Penalty: 860.591064
	Iteration 23Q: 3 clusters Score -468617.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -468621.718750 Penalty: 860.591064
	Iteration 24Q: 3 clusters Score -468621.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -468630.187500 Penalty: 860.591064
	Iteration 25Q: 3 clusters Score -468630.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -468637.875000 Penalty: 860.591064
	Iteration 26Q: 3 clusters Score -468637.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -468651.656250 Penalty: 860.591064
	Iteration 27Q: 3 clusters Score -468651.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -468664.781250 Penalty: 860.591064
	Iteration 28Q: 3 clusters Score -468664.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -468676.656250 Penalty: 860.591064
	Iteration 29Q: 3 clusters Score -468676.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -468690.062500 Penalty: 860.591064
	Iteration 30Q: 3 clusters Score -468690.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -468697.875000 Penalty: 860.591064
	Iteration 31Q: 3 clusters Score -468697.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -468703.843750 Penalty: 860.591064
	Iteration 32Q: 3 clusters Score -468703.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -468708.062500 Penalty: 860.591064
	Iteration 33Q: 3 clusters Score -468708.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -468714.468750 Penalty: 860.591064
	Iteration 34Q: 3 clusters Score -468714.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -468718.593750 Penalty: 860.591064
	Iteration 35Q: 3 clusters Score -468718.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -468722.343750 Penalty: 860.591064
	Iteration 36Q: 3 clusters Score -468722.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -468726.500000 Penalty: 860.591064
	Iteration 37Q: 3 clusters Score -468726.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -468728.812500 Penalty: 860.591064
	Iteration 38Q: 3 clusters Score -468728.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -468732.250000 Penalty: 860.591064
	Iteration 39Q: 3 clusters Score -468732.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -468734.593750 Penalty: 860.591064
	Iteration 40F: 3 clusters Score -468734.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -468736.093750 Penalty: 860.591064
	Iteration 41Q: 3 clusters Score -468736.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -468737.437500 Penalty: 860.591064
	Iteration 42Q: 3 clusters Score -468737.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -468738.375000 Penalty: 860.591064
	Iteration 43Q: 3 clusters Score -468738.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -468740.812500 Penalty: 860.591064
	Iteration 44Q: 3 clusters Score -468740.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -468742.437500 Penalty: 860.591064
	Iteration 45Q: 3 clusters Score -468742.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -468745.250000 Penalty: 860.591064
	Iteration 46Q: 3 clusters Score -468745.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -468746.656250 Penalty: 860.591064
	Iteration 47Q: 3 clusters Score -468746.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -468749.687500 Penalty: 860.591064
	Iteration 48Q: 3 clusters Score -468749.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -468749.781250 Penalty: 860.591064
	Iteration 49Q: 3 clusters Score -468749.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -468751.125000 Penalty: 860.591064
	Iteration 50Q: 3 clusters Score -468751.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -468751.531250 Penalty: 860.591064
	Iteration 51Q: 3 clusters Score -468751.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -468752.468750 Penalty: 860.591064
	Iteration 52Q: 3 clusters Score -468752.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -468752.437500 Penalty: 860.591064
	Iteration 53Q: 3 clusters Score -468752.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -468753.125000 Penalty: 860.591064
	Iteration 54Q: 3 clusters Score -468753.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -468752.906250 Penalty: 860.591064
	Iteration 55Q: 3 clusters Score -468752.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -468754.062500 Penalty: 860.591064
	Iteration 56Q: 3 clusters Score -468754.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -468754.593750 Penalty: 860.591064
	Iteration 57Q: 3 clusters Score -468754.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -468756.375000 Penalty: 860.591064
	Iteration 58Q: 3 clusters Score -468756.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -468758.062500 Penalty: 860.591064
	Iteration 59Q: 3 clusters Score -468758.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -468760.281250 Penalty: 860.591064
	Iteration 60F: 3 clusters Score -468760.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -468764.125000 Penalty: 860.591064
	Iteration 61Q: 3 clusters Score -468764.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -468769.531250 Penalty: 860.591064
	Iteration 62Q: 3 clusters Score -468769.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -468773.750000 Penalty: 860.591064
	Iteration 63Q: 3 clusters Score -468773.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -468777.187500 Penalty: 860.591064
	Iteration 64Q: 3 clusters Score -468777.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -468779.875000 Penalty: 860.591064
	Iteration 65Q: 3 clusters Score -468779.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -468782.125000 Penalty: 860.591064
	Iteration 66Q: 3 clusters Score -468782.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -468785.656250 Penalty: 860.591064
	Iteration 67Q: 3 clusters Score -468785.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -468791.187500 Penalty: 860.591064
	Iteration 68Q: 3 clusters Score -468791.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -468795.281250 Penalty: 860.591064
	Iteration 69Q: 3 clusters Score -468795.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -468798.031250 Penalty: 860.591064
	Iteration 70Q: 3 clusters Score -468798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -468799.687500 Penalty: 860.591064
	Iteration 71Q: 3 clusters Score -468799.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -468800.062500 Penalty: 860.591064
	Iteration 72Q: 3 clusters Score -468800.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -468804.281250 Penalty: 860.591064
	Iteration 73Q: 3 clusters Score -468804.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -468808.437500 Penalty: 860.591064
	Iteration 74Q: 3 clusters Score -468808.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -468810.468750 Penalty: 860.591064
	Iteration 75Q: 3 clusters Score -468810.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -468812.093750 Penalty: 860.591064
	Iteration 76Q: 3 clusters Score -468812.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -468811.656250 Penalty: 860.591064
	Iteration 77Q: 3 clusters Score -468811.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -468812.343750 Penalty: 860.591064
	Iteration 78Q: 3 clusters Score -468812.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -468812.562500 Penalty: 860.591064
	Iteration 79Q: 3 clusters Score -468812.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -468812.437500 Penalty: 860.591064
	Iteration 80F: 3 clusters Score -468812.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -468813.031250 Penalty: 860.591064
	Iteration 81Q: 3 clusters Score -468813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -468813.625000 Penalty: 860.591064
	Iteration 82Q: 3 clusters Score -468813.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -468813.875000 Penalty: 860.591064
	Iteration 83Q: 3 clusters Score -468813.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -468813.125000 Penalty: 860.591064
	Iteration 84Q: 3 clusters Score -468813.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -468813.125000 Penalty: 860.591064
	Iteration 85F: 3 clusters Score -468813.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Entering Unmasked Estep 
Score: -280141.625000 Penalty: 406.047638
	Iteration 0F: 2 clusters Score -280141.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -275118.468750 Penalty: 812.095276
	Iteration 0F: 3 clusters Score -275118.5 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -277029.406250 Penalty: 812.095276
	Iteration 1F: 3 clusters Score -277029.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -277206.875000 Penalty: 812.095276
	Iteration 2F: 3 clusters Score -277206.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -277447.656250 Penalty: 812.095276
	Iteration 3F: 3 clusters Score -277447.7 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -277799.906250 Penalty: 812.095276
	Iteration 4F: 3 clusters Score -277799.9 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -278286.875000 Penalty: 812.095276
	Iteration 5F: 3 clusters Score -278286.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -278819.406250 Penalty: 812.095276
	Iteration 6F: 3 clusters Score -278819.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -279269.656250 Penalty: 812.095276
	Iteration 7F: 3 clusters Score -279269.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -279561.000000 Penalty: 812.095276
	Iteration 8Q: 3 clusters Score -279561 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -279681.281250 Penalty: 812.095276
	Iteration 9Q: 3 clusters Score -279681.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -279737.343750 Penalty: 812.095276
	Iteration 10Q: 3 clusters Score -279737.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -279758.687500 Penalty: 812.095276
	Iteration 11Q: 3 clusters Score -279758.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -279766.843750 Penalty: 812.095276
	Iteration 12Q: 3 clusters Score -279766.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -279775.687500 Penalty: 812.095276
	Iteration 13Q: 3 clusters Score -279775.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -279780.312500 Penalty: 812.095276
	Iteration 14Q: 3 clusters Score -279780.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -279789.343750 Penalty: 812.095276
	Iteration 15Q: 3 clusters Score -279789.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -279791.437500 Penalty: 812.095276
	Iteration 16Q: 3 clusters Score -279791.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -279791.718750 Penalty: 812.095276
	Iteration 17Q: 3 clusters Score -279791.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -279791.718750 Penalty: 812.095276
	Iteration 18F: 3 clusters Score -279791.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Entering Unmasked Estep 
Score: -166274.843750 Penalty: 383.050781
	Iteration 0F: 2 clusters Score -166274.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -163146.578125 Penalty: 766.101562
	Iteration 0F: 3 clusters Score -163146.6 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -164455.171875 Penalty: 766.101562
	Iteration 1F: 3 clusters Score -164455.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -164603.296875 Penalty: 766.101562
	Iteration 2F: 3 clusters Score -164603.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -164719.062500 Penalty: 766.101562
	Iteration 3F: 3 clusters Score -164719.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -164865.968750 Penalty: 766.101562
	Iteration 4Q: 3 clusters Score -164866 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -165032.718750 Penalty: 766.101562
	Iteration 5Q: 3 clusters Score -165032.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -165205.984375 Penalty: 766.101562
	Iteration 6Q: 3 clusters Score -165206 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -165316.078125 Penalty: 766.101562
	Iteration 7Q: 3 clusters Score -165316.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -165382.906250 Penalty: 766.101562
	Iteration 8Q: 3 clusters Score -165382.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -165429.453125 Penalty: 766.101562
	Iteration 9Q: 3 clusters Score -165429.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -165451.296875 Penalty: 766.101562
	Iteration 10Q: 3 clusters Score -165451.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -165465.375000 Penalty: 766.101562
	Iteration 11Q: 3 clusters Score -165465.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -165477.546875 Penalty: 766.101562
	Iteration 12Q: 3 clusters Score -165477.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -165487.796875 Penalty: 766.101562
	Iteration 13Q: 3 clusters Score -165487.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -165495.578125 Penalty: 766.101562
	Iteration 14Q: 3 clusters Score -165495.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -165500.328125 Penalty: 766.101562
	Iteration 15Q: 3 clusters Score -165500.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -165507.375000 Penalty: 766.101562
	Iteration 16Q: 3 clusters Score -165507.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -165514.484375 Penalty: 766.101562
	Iteration 17Q: 3 clusters Score -165514.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -165519.203125 Penalty: 766.101562
	Iteration 18Q: 3 clusters Score -165519.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -165523.421875 Penalty: 766.101562
	Iteration 19Q: 3 clusters Score -165523.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -165528.312500 Penalty: 766.101562
	Iteration 20F: 3 clusters Score -165528.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -165534.343750 Penalty: 766.101562
	Iteration 21Q: 3 clusters Score -165534.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -165540.250000 Penalty: 766.101562
	Iteration 22Q: 3 clusters Score -165540.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -165548.812500 Penalty: 766.101562
	Iteration 23Q: 3 clusters Score -165548.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -165559.843750 Penalty: 766.101562
	Iteration 24Q: 3 clusters Score -165559.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -165568.968750 Penalty: 766.101562
	Iteration 25Q: 3 clusters Score -165569 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -165574.453125 Penalty: 766.101562
	Iteration 26Q: 3 clusters Score -165574.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -165581.984375 Penalty: 766.101562
	Iteration 27Q: 3 clusters Score -165582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -165591.390625 Penalty: 766.101562
	Iteration 28Q: 3 clusters Score -165591.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -165596.312500 Penalty: 766.101562
	Iteration 29Q: 3 clusters Score -165596.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -165600.812500 Penalty: 766.101562
	Iteration 30Q: 3 clusters Score -165600.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -165607.390625 Penalty: 766.101562
	Iteration 31Q: 3 clusters Score -165607.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -165614.968750 Penalty: 766.101562
	Iteration 32Q: 3 clusters Score -165615 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -165622.390625 Penalty: 766.101562
	Iteration 33Q: 3 clusters Score -165622.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -165635.484375 Penalty: 766.101562
	Iteration 34Q: 3 clusters Score -165635.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -165651.468750 Penalty: 766.101562
	Iteration 35Q: 3 clusters Score -165651.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -165674.062500 Penalty: 766.101562
	Iteration 36Q: 3 clusters Score -165674.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -165704.343750 Penalty: 766.101562
	Iteration 37Q: 3 clusters Score -165704.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -165735.187500 Penalty: 766.101562
	Iteration 38Q: 3 clusters Score -165735.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -165761.203125 Penalty: 766.101562
	Iteration 39Q: 3 clusters Score -165761.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -165785.843750 Penalty: 766.101562
	Iteration 40F: 3 clusters Score -165785.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -165808.265625 Penalty: 766.101562
	Iteration 41Q: 3 clusters Score -165808.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -165831.750000 Penalty: 766.101562
	Iteration 42Q: 3 clusters Score -165831.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -165853.531250 Penalty: 766.101562
	Iteration 43Q: 3 clusters Score -165853.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -165872.031250 Penalty: 766.101562
	Iteration 44Q: 3 clusters Score -165872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -165889.640625 Penalty: 766.101562
	Iteration 45Q: 3 clusters Score -165889.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -165905.921875 Penalty: 766.101562
	Iteration 46Q: 3 clusters Score -165905.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -165924.359375 Penalty: 766.101562
	Iteration 47Q: 3 clusters Score -165924.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -165943.250000 Penalty: 766.101562
	Iteration 48Q: 3 clusters Score -165943.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -165963.828125 Penalty: 766.101562
	Iteration 49Q: 3 clusters Score -165963.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -165973.437500 Penalty: 766.101562
	Iteration 50Q: 3 clusters Score -165973.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -165980.640625 Penalty: 766.101562
	Iteration 51Q: 3 clusters Score -165980.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -165988.109375 Penalty: 766.101562
	Iteration 52Q: 3 clusters Score -165988.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -165998.718750 Penalty: 766.101562
	Iteration 53Q: 3 clusters Score -165998.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -166005.234375 Penalty: 766.101562
	Iteration 54Q: 3 clusters Score -166005.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -166009.812500 Penalty: 766.101562
	Iteration 55Q: 3 clusters Score -166009.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -166011.609375 Penalty: 766.101562
	Iteration 56Q: 3 clusters Score -166011.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -166012.187500 Penalty: 766.101562
	Iteration 57Q: 3 clusters Score -166012.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -166012.531250 Penalty: 766.101562
	Iteration 58Q: 3 clusters Score -166012.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -166012.484375 Penalty: 766.101562
	Iteration 59Q: 3 clusters Score -166012.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -166012.484375 Penalty: 766.101562
	Iteration 60F: 3 clusters Score -166012.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -166012.718750 Penalty: 766.101562
	Iteration 61Q: 3 clusters Score -166012.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -166013.578125 Penalty: 766.101562
	Iteration 62Q: 3 clusters Score -166013.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -166014.843750 Penalty: 766.101562
	Iteration 63Q: 3 clusters Score -166014.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -166016.406250 Penalty: 766.101562
	Iteration 64Q: 3 clusters Score -166016.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -166017.671875 Penalty: 766.101562
	Iteration 65Q: 3 clusters Score -166017.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -166018.625000 Penalty: 766.101562
	Iteration 66Q: 3 clusters Score -166018.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -166019.953125 Penalty: 766.101562
	Iteration 67Q: 3 clusters Score -166020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -166022.218750 Penalty: 766.101562
	Iteration 68Q: 3 clusters Score -166022.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -166022.828125 Penalty: 766.101562
	Iteration 69Q: 3 clusters Score -166022.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -166023.328125 Penalty: 766.101562
	Iteration 70Q: 3 clusters Score -166023.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -166023.328125 Penalty: 766.101562
	Iteration 71F: 3 clusters Score -166023.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Entering Unmasked Estep 
Score: -289971.375000 Penalty: 409.347656
	Iteration 0F: 2 clusters Score -289971.4 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 4070 members 
Entering Unmasked Estep 
Score: -284640.531250 Penalty: 818.695312
	Iteration 0F: 3 clusters Score -284640.5 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -286842.093750 Penalty: 818.695312
	Iteration 1F: 3 clusters Score -286842.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -287042.218750 Penalty: 818.695312
	Iteration 2F: 3 clusters Score -287042.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -287258.468750 Penalty: 818.695312
	Iteration 3F: 3 clusters Score -287258.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -287533.687500 Penalty: 818.695312
	Iteration 4F: 3 clusters Score -287533.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -287814.156250 Penalty: 818.695312
	Iteration 5F: 3 clusters Score -287814.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -288139.031250 Penalty: 818.695312
	Iteration 6F: 3 clusters Score -288139 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -288488.781250 Penalty: 818.695312
	Iteration 7Q: 3 clusters Score -288488.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -288825.593750 Penalty: 818.695312
	Iteration 8Q: 3 clusters Score -288825.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -289082.625000 Penalty: 818.695312
	Iteration 9Q: 3 clusters Score -289082.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -289260.125000 Penalty: 818.695312
	Iteration 10Q: 3 clusters Score -289260.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -289341.968750 Penalty: 818.695312
	Iteration 11Q: 3 clusters Score -289342 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -289381.437500 Penalty: 818.695312
	Iteration 12Q: 3 clusters Score -289381.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -289402.562500 Penalty: 818.695312
	Iteration 13Q: 3 clusters Score -289402.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -289424.750000 Penalty: 818.695312
	Iteration 14Q: 3 clusters Score -289424.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -289441.218750 Penalty: 818.695312
	Iteration 15Q: 3 clusters Score -289441.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -289455.031250 Penalty: 818.695312
	Iteration 16Q: 3 clusters Score -289455 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -289469.343750 Penalty: 818.695312
	Iteration 17Q: 3 clusters Score -289469.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -289477.718750 Penalty: 818.695312
	Iteration 18Q: 3 clusters Score -289477.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -289485.218750 Penalty: 818.695312
	Iteration 19Q: 3 clusters Score -289485.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -289493.562500 Penalty: 818.695312
	Iteration 20F: 3 clusters Score -289493.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -289503.031250 Penalty: 818.695312
	Iteration 21Q: 3 clusters Score -289503 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -289524.937500 Penalty: 818.695312
	Iteration 22Q: 3 clusters Score -289524.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -289546.406250 Penalty: 818.695312
	Iteration 23Q: 3 clusters Score -289546.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -289561.468750 Penalty: 818.695312
	Iteration 24Q: 3 clusters Score -289561.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -289590.125000 Penalty: 818.695312
	Iteration 25Q: 3 clusters Score -289590.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -289611.718750 Penalty: 818.695312
	Iteration 26Q: 3 clusters Score -289611.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -289634.031250 Penalty: 818.695312
	Iteration 27Q: 3 clusters Score -289634 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -289656.125000 Penalty: 818.695312
	Iteration 28Q: 3 clusters Score -289656.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -289669.718750 Penalty: 818.695312
	Iteration 29Q: 3 clusters Score -289669.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -289683.500000 Penalty: 818.695312
	Iteration 30Q: 3 clusters Score -289683.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -289693.656250 Penalty: 818.695312
	Iteration 31Q: 3 clusters Score -289693.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -289702.562500 Penalty: 818.695312
	Iteration 32Q: 3 clusters Score -289702.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -289707.375000 Penalty: 818.695312
	Iteration 33Q: 3 clusters Score -289707.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -289708.750000 Penalty: 818.695312
	Iteration 34Q: 3 clusters Score -289708.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -289709.343750 Penalty: 818.695312
	Iteration 35Q: 3 clusters Score -289709.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -289709.437500 Penalty: 818.695312
	Iteration 36Q: 3 clusters Score -289709.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -289709.437500 Penalty: 818.695312
	Iteration 37F: 3 clusters Score -289709.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (561360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561360 members 
Entering Unmasked Estep 
Score: -21652330.000000 Penalty: 602.334351
	Iteration 0F: 2 clusters Score -2.165233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280288 members 
Mstep: Class 2 contains 281072 members 
Entering Unmasked Estep 
Score: -21298598.000000 Penalty: 1204.668701
	Iteration 0F: 3 clusters Score -2.12986e+07 nChanged 278117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242665 members 
Mstep: Class 2 contains 318695 members 
Entering Unmasked Estep 
Score: -21477320.000000 Penalty: 1204.668701
	Iteration 1F: 3 clusters Score -2.147732e+07 nChanged 32477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214972 members 
Mstep: Class 2 contains 346388 members 
Entering Unmasked Estep 
Score: -21491882.000000 Penalty: 1204.668701
	Iteration 2F: 3 clusters Score -2.149188e+07 nChanged 42450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175462 members 
Mstep: Class 2 contains 385898 members 
Entering Unmasked Estep 
Score: -21512940.000000 Penalty: 1204.668701
	Iteration 3F: 3 clusters Score -2.151294e+07 nChanged 48887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128361 members 
Mstep: Class 2 contains 432999 members 
Entering Unmasked Estep 
Score: -21538294.000000 Penalty: 1204.668701
	Iteration 4F: 3 clusters Score -2.153829e+07 nChanged 45299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84258 members 
Mstep: Class 2 contains 477102 members 
Entering Unmasked Estep 
Score: -21571170.000000 Penalty: 1204.668701
	Iteration 5F: 3 clusters Score -2.157117e+07 nChanged 33671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 510053 members 
Entering Unmasked Estep 
Score: -21600942.000000 Penalty: 1204.668701
	Iteration 6F: 3 clusters Score -2.160094e+07 nChanged 20089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 529484 members 
Entering Unmasked Estep 
Score: -21620708.000000 Penalty: 1204.668701
	Iteration 7Q: 3 clusters Score -2.162071e+07 nChanged 10329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 539111 members 
Entering Unmasked Estep 
Score: -21631232.000000 Penalty: 1204.668701
	Iteration 8Q: 3 clusters Score -2.163123e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 544185 members 
Entering Unmasked Estep 
Score: -21636682.000000 Penalty: 1204.668701
	Iteration 9Q: 3 clusters Score -2.163668e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 547484 members 
Entering Unmasked Estep 
Score: -21639798.000000 Penalty: 1204.668701
	Iteration 10Q: 3 clusters Score -2.16398e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 549966 members 
Entering Unmasked Estep 
Score: -21642144.000000 Penalty: 1204.668701
	Iteration 11Q: 3 clusters Score -2.164214e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 551977 members 
Entering Unmasked Estep 
Score: -21643932.000000 Penalty: 1204.668701
	Iteration 12Q: 3 clusters Score -2.164393e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 553575 members 
Entering Unmasked Estep 
Score: -21645274.000000 Penalty: 1204.668701
	Iteration 13Q: 3 clusters Score -2.164527e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 554904 members 
Entering Unmasked Estep 
Score: -21646410.000000 Penalty: 1204.668701
	Iteration 14Q: 3 clusters Score -2.164641e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 555972 members 
Entering Unmasked Estep 
Score: -21647384.000000 Penalty: 1204.668701
	Iteration 15Q: 3 clusters Score -2.164738e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 556863 members 
Entering Unmasked Estep 
Score: -21648132.000000 Penalty: 1204.668701
	Iteration 16Q: 3 clusters Score -2.164813e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 557643 members 
Entering Unmasked Estep 
Score: -21648680.000000 Penalty: 1204.668701
	Iteration 17Q: 3 clusters Score -2.164868e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 558291 members 
Entering Unmasked Estep 
Score: -21649236.000000 Penalty: 1204.668701
	Iteration 18Q: 3 clusters Score -2.164924e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 558803 members 
Entering Unmasked Estep 
Score: -21649676.000000 Penalty: 1204.668701
	Iteration 19Q: 3 clusters Score -2.164968e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 559285 members 
Entering Unmasked Estep 
Score: -21650132.000000 Penalty: 1204.668701
	Iteration 20F: 3 clusters Score -2.165013e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 559704 members 
Entering Unmasked Estep 
Score: -21650504.000000 Penalty: 1204.668701
	Iteration 21Q: 3 clusters Score -2.16505e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 560026 members 
Entering Unmasked Estep 
Score: -21650812.000000 Penalty: 1204.668701
	Iteration 22Q: 3 clusters Score -2.165081e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 560278 members 
Entering Unmasked Estep 
Score: -21651072.000000 Penalty: 1204.668701
	Iteration 23Q: 3 clusters Score -2.165107e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 560490 members 
Entering Unmasked Estep 
Score: -21651276.000000 Penalty: 1204.668701
	Iteration 24Q: 3 clusters Score -2.165128e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 560650 members 
Entering Unmasked Estep 
Score: -21651418.000000 Penalty: 1204.668701
	Iteration 25Q: 3 clusters Score -2.165142e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 560760 members 
Entering Unmasked Estep 
Score: -21651510.000000 Penalty: 1204.668701
	Iteration 26Q: 3 clusters Score -2.165151e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 560828 members 
Entering Unmasked Estep 
Score: -21651584.000000 Penalty: 1204.668701
	Iteration 27Q: 3 clusters Score -2.165158e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 560875 members 
Entering Unmasked Estep 
Score: -21651628.000000 Penalty: 1204.668701
	Iteration 28Q: 3 clusters Score -2.165163e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 560914 members 
Entering Unmasked Estep 
Score: -21651664.000000 Penalty: 1204.668701
	Iteration 29Q: 3 clusters Score -2.165166e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 560942 members 
Entering Unmasked Estep 
Score: -21651674.000000 Penalty: 1204.668701
	Iteration 30Q: 3 clusters Score -2.165167e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 560961 members 
Entering Unmasked Estep 
Score: -21651676.000000 Penalty: 1204.668701
	Iteration 31Q: 3 clusters Score -2.165168e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 560984 members 
Entering Unmasked Estep 
Score: -21651692.000000 Penalty: 1204.668701
	Iteration 32Q: 3 clusters Score -2.165169e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 560993 members 
Entering Unmasked Estep 
Score: -21651672.000000 Penalty: 1204.668701
	Iteration 33Q: 3 clusters Score -2.165167e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 560999 members 
Entering Unmasked Estep 
Score: -21651676.000000 Penalty: 1204.668701
	Iteration 34Q: 3 clusters Score -2.165168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 561003 members 
Entering Unmasked Estep 
Score: -21651672.000000 Penalty: 1204.668701
	Iteration 35Q: 3 clusters Score -2.165167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 561005 members 
Entering Unmasked Estep 
Score: -21651682.000000 Penalty: 1204.668701
	Iteration 36Q: 3 clusters Score -2.165168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 561006 members 
Entering Unmasked Estep 
Score: -21651680.000000 Penalty: 1204.668701
	Iteration 37Q: 3 clusters Score -2.165168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 561009 members 
Entering Unmasked Estep 
Score: -21651680.000000 Penalty: 1204.668701
	Iteration 38Q: 3 clusters Score -2.165168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 561013 members 
Entering Unmasked Estep 
Score: -21651692.000000 Penalty: 1204.668701
	Iteration 39Q: 3 clusters Score -2.165169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 561019 members 
Entering Unmasked Estep 
Score: -21651698.000000 Penalty: 1204.668701
	Iteration 40F: 3 clusters Score -2.16517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 561022 members 
Entering Unmasked Estep 
Score: -21651704.000000 Penalty: 1204.668701
	Iteration 41Q: 3 clusters Score -2.16517e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 561029 members 
Entering Unmasked Estep 
Score: -21651732.000000 Penalty: 1204.668701
	Iteration 42Q: 3 clusters Score -2.165173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 561036 members 
Entering Unmasked Estep 
Score: -21651748.000000 Penalty: 1204.668701
	Iteration 43Q: 3 clusters Score -2.165175e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 561044 members 
Entering Unmasked Estep 
Score: -21651754.000000 Penalty: 1204.668701
	Iteration 44Q: 3 clusters Score -2.165175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 561047 members 
Entering Unmasked Estep 
Score: -21651754.000000 Penalty: 1204.668701
	Iteration 45Q: 3 clusters Score -2.165175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 561053 members 
Entering Unmasked Estep 
Score: -21651768.000000 Penalty: 1204.668701
	Iteration 46Q: 3 clusters Score -2.165177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 561053 members 
Entering Unmasked Estep 
Score: -21651760.000000 Penalty: 1204.668701
	Iteration 47Q: 3 clusters Score -2.165176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 561058 members 
Entering Unmasked Estep 
Score: -21651786.000000 Penalty: 1204.668701
	Iteration 48Q: 3 clusters Score -2.165179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 561062 members 
Entering Unmasked Estep 
Score: -21651788.000000 Penalty: 1204.668701
	Iteration 49Q: 3 clusters Score -2.165179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 561064 members 
Entering Unmasked Estep 
Score: -21651782.000000 Penalty: 1204.668701
	Iteration 50Q: 3 clusters Score -2.165178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 561064 members 
Entering Unmasked Estep 
Score: -21651786.000000 Penalty: 1204.668701
	Iteration 51Q: 3 clusters Score -2.165179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 561063 members 
Entering Unmasked Estep 
Score: -21651788.000000 Penalty: 1204.668701
	Iteration 52Q: 3 clusters Score -2.165179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 561063 members 
Entering Unmasked Estep 
Score: -21651788.000000 Penalty: 1204.668701
	Iteration 53F: 3 clusters Score -2.165179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Entering Unmasked Estep 
Score: -283358.500000 Penalty: 406.816498
	Iteration 0F: 2 clusters Score -283358.5 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 3877 members 
Entering Unmasked Estep 
Score: -278256.437500 Penalty: 813.632996
	Iteration 0F: 3 clusters Score -278256.4 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -280489.593750 Penalty: 813.632996
	Iteration 1F: 3 clusters Score -280489.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -280948.593750 Penalty: 813.632996
	Iteration 2F: 3 clusters Score -280948.6 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -281426.062500 Penalty: 813.632996
	Iteration 3F: 3 clusters Score -281426.1 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -281874.468750 Penalty: 813.632996
	Iteration 4F: 3 clusters Score -281874.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -282264.000000 Penalty: 813.632996
	Iteration 5F: 3 clusters Score -282264 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -282549.593750 Penalty: 813.632996
	Iteration 6Q: 3 clusters Score -282549.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -282711.406250 Penalty: 813.632996
	Iteration 7Q: 3 clusters Score -282711.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -282871.906250 Penalty: 813.632996
	Iteration 8Q: 3 clusters Score -282871.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -283041.312500 Penalty: 813.632996
	Iteration 9Q: 3 clusters Score -283041.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -283180.093750 Penalty: 813.632996
	Iteration 10Q: 3 clusters Score -283180.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -283240.281250 Penalty: 813.632996
	Iteration 11Q: 3 clusters Score -283240.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -283268.312500 Penalty: 813.632996
	Iteration 12Q: 3 clusters Score -283268.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -283282.593750 Penalty: 813.632996
	Iteration 13Q: 3 clusters Score -283282.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -283296.250000 Penalty: 813.632996
	Iteration 14Q: 3 clusters Score -283296.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -283303.312500 Penalty: 813.632996
	Iteration 15Q: 3 clusters Score -283303.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -283307.593750 Penalty: 813.632996
	Iteration 16Q: 3 clusters Score -283307.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -283308.812500 Penalty: 813.632996
	Iteration 17Q: 3 clusters Score -283308.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -283310.875000 Penalty: 813.632996
	Iteration 18Q: 3 clusters Score -283310.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -283311.156250 Penalty: 813.632996
	Iteration 19Q: 3 clusters Score -283311.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -283312.343750 Penalty: 813.632996
	Iteration 20F: 3 clusters Score -283312.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -283313.687500 Penalty: 813.632996
	Iteration 21Q: 3 clusters Score -283313.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -283315.468750 Penalty: 813.632996
	Iteration 22Q: 3 clusters Score -283315.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -283315.750000 Penalty: 813.632996
	Iteration 23Q: 3 clusters Score -283315.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -283317.687500 Penalty: 813.632996
	Iteration 24Q: 3 clusters Score -283317.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -283319.812500 Penalty: 813.632996
	Iteration 25Q: 3 clusters Score -283319.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -283319.937500 Penalty: 813.632996
	Iteration 26Q: 3 clusters Score -283319.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -283320.968750 Penalty: 813.632996
	Iteration 27Q: 3 clusters Score -283321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -283320.968750 Penalty: 813.632996
	Iteration 28F: 3 clusters Score -283321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (107010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107010 members 
Entering Unmasked Estep 
Score: -4119268.750000 Penalty: 526.920837
	Iteration 0F: 2 clusters Score -4119269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 53758 members 
Entering Unmasked Estep 
Score: -4046916.500000 Penalty: 1053.841675
	Iteration 0F: 3 clusters Score -4046916 nChanged 52401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 63227 members 
Entering Unmasked Estep 
Score: -4081250.500000 Penalty: 1053.841675
	Iteration 1F: 3 clusters Score -4081250 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 69011 members 
Entering Unmasked Estep 
Score: -4084888.250000 Penalty: 1053.841675
	Iteration 2F: 3 clusters Score -4084888 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 76659 members 
Entering Unmasked Estep 
Score: -4090686.250000 Penalty: 1053.841675
	Iteration 3F: 3 clusters Score -4090686 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 85449 members 
Entering Unmasked Estep 
Score: -4098293.750000 Penalty: 1053.841675
	Iteration 4F: 3 clusters Score -4098294 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 94008 members 
Entering Unmasked Estep 
Score: -4106675.000000 Penalty: 1053.841675
	Iteration 5F: 3 clusters Score -4106675 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 100657 members 
Entering Unmasked Estep 
Score: -4113465.000000 Penalty: 1053.841675
	Iteration 6F: 3 clusters Score -4113465 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 104269 members 
Entering Unmasked Estep 
Score: -4116935.750000 Penalty: 1053.841675
	Iteration 7Q: 3 clusters Score -4116936 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 105724 members 
Entering Unmasked Estep 
Score: -4118254.750000 Penalty: 1053.841675
	Iteration 8Q: 3 clusters Score -4118255 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 106233 members 
Entering Unmasked Estep 
Score: -4118745.500000 Penalty: 1053.841675
	Iteration 9Q: 3 clusters Score -4118746 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 106359 members 
Entering Unmasked Estep 
Score: -4118899.250000 Penalty: 1053.841675
	Iteration 10Q: 3 clusters Score -4118899 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 106416 members 
Entering Unmasked Estep 
Score: -4118975.250000 Penalty: 1053.841675
	Iteration 11Q: 3 clusters Score -4118975 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 106444 members 
Entering Unmasked Estep 
Score: -4119007.000000 Penalty: 1053.841675
	Iteration 12Q: 3 clusters Score -4119007 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 106456 members 
Entering Unmasked Estep 
Score: -4119019.750000 Penalty: 1053.841675
	Iteration 13Q: 3 clusters Score -4119020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 106464 members 
Entering Unmasked Estep 
Score: -4119027.250000 Penalty: 1053.841675
	Iteration 14Q: 3 clusters Score -4119027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 106469 members 
Entering Unmasked Estep 
Score: -4119032.250000 Penalty: 1053.841675
	Iteration 15Q: 3 clusters Score -4119032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 106480 members 
Entering Unmasked Estep 
Score: -4119034.750000 Penalty: 1053.841675
	Iteration 16Q: 3 clusters Score -4119035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 106486 members 
Entering Unmasked Estep 
Score: -4119038.250000 Penalty: 1053.841675
	Iteration 17Q: 3 clusters Score -4119038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 106488 members 
Entering Unmasked Estep 
Score: -4119040.750000 Penalty: 1053.841675
	Iteration 18Q: 3 clusters Score -4119041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 106492 members 
Entering Unmasked Estep 
Score: -4119037.500000 Penalty: 1053.841675
	Iteration 19Q: 3 clusters Score -4119038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 106494 members 
Entering Unmasked Estep 
Score: -4119043.250000 Penalty: 1053.841675
	Iteration 20F: 3 clusters Score -4119043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 106497 members 
Entering Unmasked Estep 
Score: -4119041.500000 Penalty: 1053.841675
	Iteration 21Q: 3 clusters Score -4119042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 106498 members 
Entering Unmasked Estep 
Score: -4119042.500000 Penalty: 1053.841675
	Iteration 22Q: 3 clusters Score -4119042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 106500 members 
Entering Unmasked Estep 
Score: -4119041.500000 Penalty: 1053.841675
	Iteration 23Q: 3 clusters Score -4119042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 106500 members 
Entering Unmasked Estep 
Score: -4119041.500000 Penalty: 1053.841675
	Iteration 24F: 3 clusters Score -4119042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -32210.482422 Penalty: 318.349030
	Iteration 0F: 2 clusters Score -32210.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -31336.792969 Penalty: 636.698059
	Iteration 0F: 3 clusters Score -31336.79 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -31628.261719 Penalty: 636.698059
	Iteration 1F: 3 clusters Score -31628.26 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -31706.859375 Penalty: 636.698059
	Iteration 2F: 3 clusters Score -31706.86 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -31765.496094 Penalty: 636.698059
	Iteration 3F: 3 clusters Score -31765.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -31828.011719 Penalty: 636.698059
	Iteration 4F: 3 clusters Score -31828.01 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -31877.179688 Penalty: 636.698059
	Iteration 5F: 3 clusters Score -31877.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -31910.625000 Penalty: 636.698059
	Iteration 6Q: 3 clusters Score -31910.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -31936.591797 Penalty: 636.698059
	Iteration 7Q: 3 clusters Score -31936.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -31960.544922 Penalty: 636.698059
	Iteration 8Q: 3 clusters Score -31960.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -31973.601562 Penalty: 636.698059
	Iteration 9Q: 3 clusters Score -31973.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -31980.794922 Penalty: 636.698059
	Iteration 10Q: 3 clusters Score -31980.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -31982.880859 Penalty: 636.698059
	Iteration 11Q: 3 clusters Score -31982.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -31983.433594 Penalty: 636.698059
	Iteration 12Q: 3 clusters Score -31983.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -31983.828125 Penalty: 636.698059
	Iteration 13Q: 3 clusters Score -31983.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -31984.480469 Penalty: 636.698059
	Iteration 14Q: 3 clusters Score -31984.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -31984.587891 Penalty: 636.698059
	Iteration 15Q: 3 clusters Score -31984.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -31984.691406 Penalty: 636.698059
	Iteration 16Q: 3 clusters Score -31984.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -31984.863281 Penalty: 636.698059
	Iteration 17Q: 3 clusters Score -31984.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -31985.099609 Penalty: 636.698059
	Iteration 18Q: 3 clusters Score -31985.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -31985.099609 Penalty: 636.698059
	Iteration 19F: 3 clusters Score -31985.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -67179.796875 Penalty: 345.268738
	Iteration 0F: 2 clusters Score -67179.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -65744.148438 Penalty: 690.537476
	Iteration 0F: 3 clusters Score -65744.15 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -66265.492188 Penalty: 690.537476
	Iteration 1F: 3 clusters Score -66265.49 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -66411.000000 Penalty: 690.537476
	Iteration 2F: 3 clusters Score -66411 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -66545.453125 Penalty: 690.537476
	Iteration 3F: 3 clusters Score -66545.45 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -66625.148438 Penalty: 690.537476
	Iteration 4F: 3 clusters Score -66625.15 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -66680.984375 Penalty: 690.537476
	Iteration 5Q: 3 clusters Score -66680.98 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -66719.054688 Penalty: 690.537476
	Iteration 6Q: 3 clusters Score -66719.05 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -66749.937500 Penalty: 690.537476
	Iteration 7Q: 3 clusters Score -66749.94 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -66790.320312 Penalty: 690.537476
	Iteration 8Q: 3 clusters Score -66790.32 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -66823.570312 Penalty: 690.537476
	Iteration 9Q: 3 clusters Score -66823.57 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -66852.109375 Penalty: 690.537476
	Iteration 10Q: 3 clusters Score -66852.11 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -66867.867188 Penalty: 690.537476
	Iteration 11Q: 3 clusters Score -66867.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -66879.445312 Penalty: 690.537476
	Iteration 12Q: 3 clusters Score -66879.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -66885.054688 Penalty: 690.537476
	Iteration 13Q: 3 clusters Score -66885.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -66890.843750 Penalty: 690.537476
	Iteration 14Q: 3 clusters Score -66890.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -66893.960938 Penalty: 690.537476
	Iteration 15Q: 3 clusters Score -66893.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -66896.312500 Penalty: 690.537476
	Iteration 16Q: 3 clusters Score -66896.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -66900.781250 Penalty: 690.537476
	Iteration 17Q: 3 clusters Score -66900.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -66903.921875 Penalty: 690.537476
	Iteration 18Q: 3 clusters Score -66903.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -66906.117188 Penalty: 690.537476
	Iteration 19Q: 3 clusters Score -66906.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -66909.796875 Penalty: 690.537476
	Iteration 20F: 3 clusters Score -66909.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -66914.859375 Penalty: 690.537476
	Iteration 21Q: 3 clusters Score -66914.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -66921.265625 Penalty: 690.537476
	Iteration 22Q: 3 clusters Score -66921.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -66925.437500 Penalty: 690.537476
	Iteration 23Q: 3 clusters Score -66925.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -66927.984375 Penalty: 690.537476
	Iteration 24Q: 3 clusters Score -66927.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -66932.726562 Penalty: 690.537476
	Iteration 25Q: 3 clusters Score -66932.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -66939.546875 Penalty: 690.537476
	Iteration 26Q: 3 clusters Score -66939.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -66948.093750 Penalty: 690.537476
	Iteration 27Q: 3 clusters Score -66948.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -66955.375000 Penalty: 690.537476
	Iteration 28Q: 3 clusters Score -66955.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -66960.437500 Penalty: 690.537476
	Iteration 29Q: 3 clusters Score -66960.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -66963.234375 Penalty: 690.537476
	Iteration 30Q: 3 clusters Score -66963.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -66966.554688 Penalty: 690.537476
	Iteration 31Q: 3 clusters Score -66966.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -66969.687500 Penalty: 690.537476
	Iteration 32Q: 3 clusters Score -66969.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -66973.781250 Penalty: 690.537476
	Iteration 33Q: 3 clusters Score -66973.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -66977.390625 Penalty: 690.537476
	Iteration 34Q: 3 clusters Score -66977.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -66980.570312 Penalty: 690.537476
	Iteration 35Q: 3 clusters Score -66980.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -66981.992188 Penalty: 690.537476
	Iteration 36Q: 3 clusters Score -66981.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -66982.382812 Penalty: 690.537476
	Iteration 37Q: 3 clusters Score -66982.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -66982.382812 Penalty: 690.537476
	Iteration 38Q: 3 clusters Score -66982.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -66982.382812 Penalty: 690.537476
	Iteration 39F: 3 clusters Score -66982.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Entering Unmasked Estep 
Score: -535421.500000 Penalty: 436.404510
	Iteration 0F: 2 clusters Score -535421.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -525673.937500 Penalty: 872.809021
	Iteration 0F: 3 clusters Score -525673.9 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -529711.437500 Penalty: 872.809021
	Iteration 1F: 3 clusters Score -529711.4 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -530165.375000 Penalty: 872.809021
	Iteration 2F: 3 clusters Score -530165.4 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -530821.250000 Penalty: 872.809021
	Iteration 3F: 3 clusters Score -530821.2 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -531637.812500 Penalty: 872.809021
	Iteration 4F: 3 clusters Score -531637.8 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -532433.562500 Penalty: 872.809021
	Iteration 5F: 3 clusters Score -532433.6 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -532949.375000 Penalty: 872.809021
	Iteration 6F: 3 clusters Score -532949.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -533130.750000 Penalty: 872.809021
	Iteration 7Q: 3 clusters Score -533130.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -533184.812500 Penalty: 872.809021
	Iteration 8Q: 3 clusters Score -533184.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -533211.437500 Penalty: 872.809021
	Iteration 9Q: 3 clusters Score -533211.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -533234.187500 Penalty: 872.809021
	Iteration 10Q: 3 clusters Score -533234.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -533254.125000 Penalty: 872.809021
	Iteration 11Q: 3 clusters Score -533254.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -533274.625000 Penalty: 872.809021
	Iteration 12Q: 3 clusters Score -533274.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -533292.500000 Penalty: 872.809021
	Iteration 13Q: 3 clusters Score -533292.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -533313.625000 Penalty: 872.809021
	Iteration 14Q: 3 clusters Score -533313.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -533334.375000 Penalty: 872.809021
	Iteration 15Q: 3 clusters Score -533334.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -533359.312500 Penalty: 872.809021
	Iteration 16Q: 3 clusters Score -533359.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -533390.125000 Penalty: 872.809021
	Iteration 17Q: 3 clusters Score -533390.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -533425.125000 Penalty: 872.809021
	Iteration 18Q: 3 clusters Score -533425.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -533460.500000 Penalty: 872.809021
	Iteration 19Q: 3 clusters Score -533460.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -533507.187500 Penalty: 872.809021
	Iteration 20F: 3 clusters Score -533507.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -533555.187500 Penalty: 872.809021
	Iteration 21Q: 3 clusters Score -533555.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -533600.250000 Penalty: 872.809021
	Iteration 22Q: 3 clusters Score -533600.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -533656.437500 Penalty: 872.809021
	Iteration 23Q: 3 clusters Score -533656.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -533708.062500 Penalty: 872.809021
	Iteration 24Q: 3 clusters Score -533708.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -533766.312500 Penalty: 872.809021
	Iteration 25Q: 3 clusters Score -533766.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -533832.687500 Penalty: 872.809021
	Iteration 26Q: 3 clusters Score -533832.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -533914.500000 Penalty: 872.809021
	Iteration 27Q: 3 clusters Score -533914.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -533996.500000 Penalty: 872.809021
	Iteration 28Q: 3 clusters Score -533996.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -534086.875000 Penalty: 872.809021
	Iteration 29Q: 3 clusters Score -534086.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -534175.562500 Penalty: 872.809021
	Iteration 30Q: 3 clusters Score -534175.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -534253.562500 Penalty: 872.809021
	Iteration 31Q: 3 clusters Score -534253.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -534337.750000 Penalty: 872.809021
	Iteration 32Q: 3 clusters Score -534337.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -534417.625000 Penalty: 872.809021
	Iteration 33Q: 3 clusters Score -534417.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -534495.000000 Penalty: 872.809021
	Iteration 34Q: 3 clusters Score -534495 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -534546.312500 Penalty: 872.809021
	Iteration 35Q: 3 clusters Score -534546.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -534609.312500 Penalty: 872.809021
	Iteration 36Q: 3 clusters Score -534609.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -534668.250000 Penalty: 872.809021
	Iteration 37Q: 3 clusters Score -534668.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -534713.062500 Penalty: 872.809021
	Iteration 38Q: 3 clusters Score -534713.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -534756.875000 Penalty: 872.809021
	Iteration 39Q: 3 clusters Score -534756.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -534780.687500 Penalty: 872.809021
	Iteration 40F: 3 clusters Score -534780.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -534798.937500 Penalty: 872.809021
	Iteration 41Q: 3 clusters Score -534798.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -534822.562500 Penalty: 872.809021
	Iteration 42Q: 3 clusters Score -534822.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -534845.375000 Penalty: 872.809021
	Iteration 43Q: 3 clusters Score -534845.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -534868.187500 Penalty: 872.809021
	Iteration 44Q: 3 clusters Score -534868.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -534893.187500 Penalty: 872.809021
	Iteration 45Q: 3 clusters Score -534893.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -534907.875000 Penalty: 872.809021
	Iteration 46Q: 3 clusters Score -534907.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -534923.937500 Penalty: 872.809021
	Iteration 47Q: 3 clusters Score -534923.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -534934.562500 Penalty: 872.809021
	Iteration 48Q: 3 clusters Score -534934.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -534945.062500 Penalty: 872.809021
	Iteration 49Q: 3 clusters Score -534945.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -534958.625000 Penalty: 872.809021
	Iteration 50Q: 3 clusters Score -534958.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -534970.312500 Penalty: 872.809021
	Iteration 51Q: 3 clusters Score -534970.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -534978.875000 Penalty: 872.809021
	Iteration 52Q: 3 clusters Score -534978.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -534987.500000 Penalty: 872.809021
	Iteration 53Q: 3 clusters Score -534987.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -534994.500000 Penalty: 872.809021
	Iteration 54Q: 3 clusters Score -534994.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -534999.062500 Penalty: 872.809021
	Iteration 55Q: 3 clusters Score -534999.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -535002.312500 Penalty: 872.809021
	Iteration 56Q: 3 clusters Score -535002.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -535008.437500 Penalty: 872.809021
	Iteration 57Q: 3 clusters Score -535008.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -535017.062500 Penalty: 872.809021
	Iteration 58Q: 3 clusters Score -535017.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -535024.875000 Penalty: 872.809021
	Iteration 59Q: 3 clusters Score -535024.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -535030.875000 Penalty: 872.809021
	Iteration 60F: 3 clusters Score -535030.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -535039.875000 Penalty: 872.809021
	Iteration 61Q: 3 clusters Score -535039.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -535045.187500 Penalty: 872.809021
	Iteration 62Q: 3 clusters Score -535045.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -535048.562500 Penalty: 872.809021
	Iteration 63Q: 3 clusters Score -535048.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -535051.875000 Penalty: 872.809021
	Iteration 64Q: 3 clusters Score -535051.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -535053.187500 Penalty: 872.809021
	Iteration 65Q: 3 clusters Score -535053.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -535054.062500 Penalty: 872.809021
	Iteration 66Q: 3 clusters Score -535054.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -535054.562500 Penalty: 872.809021
	Iteration 67Q: 3 clusters Score -535054.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -535054.562500 Penalty: 872.809021
	Iteration 68F: 3 clusters Score -535054.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Entering Unmasked Estep 
Score: -56480.406250 Penalty: 337.115692
	Iteration 0F: 2 clusters Score -56480.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -55253.207031 Penalty: 674.231384
	Iteration 0F: 3 clusters Score -55253.21 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -55605.125000 Penalty: 674.231384
	Iteration 1F: 3 clusters Score -55605.12 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -55685.902344 Penalty: 674.231384
	Iteration 2F: 3 clusters Score -55685.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -55758.531250 Penalty: 674.231384
	Iteration 3F: 3 clusters Score -55758.53 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -55833.089844 Penalty: 674.231384
	Iteration 4F: 3 clusters Score -55833.09 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -55885.242188 Penalty: 674.231384
	Iteration 5Q: 3 clusters Score -55885.24 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -55925.750000 Penalty: 674.231384
	Iteration 6Q: 3 clusters Score -55925.75 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -55965.933594 Penalty: 674.231384
	Iteration 7Q: 3 clusters Score -55965.93 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -56007.773438 Penalty: 674.231384
	Iteration 8Q: 3 clusters Score -56007.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -56036.242188 Penalty: 674.231384
	Iteration 9Q: 3 clusters Score -56036.24 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -56058.843750 Penalty: 674.231384
	Iteration 10Q: 3 clusters Score -56058.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -56074.671875 Penalty: 674.231384
	Iteration 11Q: 3 clusters Score -56074.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -56095.589844 Penalty: 674.231384
	Iteration 12Q: 3 clusters Score -56095.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -56109.261719 Penalty: 674.231384
	Iteration 13Q: 3 clusters Score -56109.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -56123.121094 Penalty: 674.231384
	Iteration 14Q: 3 clusters Score -56123.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -56137.070312 Penalty: 674.231384
	Iteration 15Q: 3 clusters Score -56137.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -56150.191406 Penalty: 674.231384
	Iteration 16Q: 3 clusters Score -56150.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -56159.488281 Penalty: 674.231384
	Iteration 17Q: 3 clusters Score -56159.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -56165.042969 Penalty: 674.231384
	Iteration 18Q: 3 clusters Score -56165.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -56166.886719 Penalty: 674.231384
	Iteration 19Q: 3 clusters Score -56166.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -56167.679688 Penalty: 674.231384
	Iteration 20F: 3 clusters Score -56167.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -56168.765625 Penalty: 674.231384
	Iteration 21Q: 3 clusters Score -56168.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -56169.386719 Penalty: 674.231384
	Iteration 22Q: 3 clusters Score -56169.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -56169.890625 Penalty: 674.231384
	Iteration 23Q: 3 clusters Score -56169.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -56170.820312 Penalty: 674.231384
	Iteration 24Q: 3 clusters Score -56170.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -56171.347656 Penalty: 674.231384
	Iteration 25Q: 3 clusters Score -56171.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -56171.539062 Penalty: 674.231384
	Iteration 26Q: 3 clusters Score -56171.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -56172.722656 Penalty: 674.231384
	Iteration 27Q: 3 clusters Score -56172.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -56175.074219 Penalty: 674.231384
	Iteration 28Q: 3 clusters Score -56175.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -56177.644531 Penalty: 674.231384
	Iteration 29Q: 3 clusters Score -56177.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -56178.917969 Penalty: 674.231384
	Iteration 30Q: 3 clusters Score -56178.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -56178.917969 Penalty: 674.231384
	Iteration 31F: 3 clusters Score -56178.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Entering Unmasked Estep 
Score: -108892.210938 Penalty: 363.648224
	Iteration 0F: 2 clusters Score -108892.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -106834.414062 Penalty: 727.296448
	Iteration 0F: 3 clusters Score -106834.4 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -107721.945312 Penalty: 727.296448
	Iteration 1F: 3 clusters Score -107721.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -107978.187500 Penalty: 727.296448
	Iteration 2F: 3 clusters Score -107978.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -108197.937500 Penalty: 727.296448
	Iteration 3F: 3 clusters Score -108197.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -108357.757812 Penalty: 727.296448
	Iteration 4F: 3 clusters Score -108357.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -108485.101562 Penalty: 727.296448
	Iteration 5Q: 3 clusters Score -108485.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -108571.078125 Penalty: 727.296448
	Iteration 6Q: 3 clusters Score -108571.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -108619.296875 Penalty: 727.296448
	Iteration 7Q: 3 clusters Score -108619.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -108643.195312 Penalty: 727.296448
	Iteration 8Q: 3 clusters Score -108643.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -108661.601562 Penalty: 727.296448
	Iteration 9Q: 3 clusters Score -108661.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -108675.515625 Penalty: 727.296448
	Iteration 10Q: 3 clusters Score -108675.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -108683.375000 Penalty: 727.296448
	Iteration 11Q: 3 clusters Score -108683.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -108692.203125 Penalty: 727.296448
	Iteration 12Q: 3 clusters Score -108692.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -108701.210938 Penalty: 727.296448
	Iteration 13Q: 3 clusters Score -108701.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -108706.085938 Penalty: 727.296448
	Iteration 14Q: 3 clusters Score -108706.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -108709.820312 Penalty: 727.296448
	Iteration 15Q: 3 clusters Score -108709.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -108714.953125 Penalty: 727.296448
	Iteration 16Q: 3 clusters Score -108715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -108720.257812 Penalty: 727.296448
	Iteration 17Q: 3 clusters Score -108720.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -108723.960938 Penalty: 727.296448
	Iteration 18Q: 3 clusters Score -108724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -108729.757812 Penalty: 727.296448
	Iteration 19Q: 3 clusters Score -108729.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -108735.531250 Penalty: 727.296448
	Iteration 20F: 3 clusters Score -108735.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -108740.273438 Penalty: 727.296448
	Iteration 21Q: 3 clusters Score -108740.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -108743.617188 Penalty: 727.296448
	Iteration 22Q: 3 clusters Score -108743.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -108746.679688 Penalty: 727.296448
	Iteration 23Q: 3 clusters Score -108746.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -108748.046875 Penalty: 727.296448
	Iteration 24Q: 3 clusters Score -108748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -108748.468750 Penalty: 727.296448
	Iteration 25Q: 3 clusters Score -108748.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -108749.218750 Penalty: 727.296448
	Iteration 26Q: 3 clusters Score -108749.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -108750.601562 Penalty: 727.296448
	Iteration 27Q: 3 clusters Score -108750.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -108752.632812 Penalty: 727.296448
	Iteration 28Q: 3 clusters Score -108752.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -108754.179688 Penalty: 727.296448
	Iteration 29Q: 3 clusters Score -108754.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -108755.156250 Penalty: 727.296448
	Iteration 30Q: 3 clusters Score -108755.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -108756.132812 Penalty: 727.296448
	Iteration 31Q: 3 clusters Score -108756.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -108756.578125 Penalty: 727.296448
	Iteration 32Q: 3 clusters Score -108756.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -108757.554688 Penalty: 727.296448
	Iteration 33Q: 3 clusters Score -108757.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -108758.929688 Penalty: 727.296448
	Iteration 34Q: 3 clusters Score -108758.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -108761.296875 Penalty: 727.296448
	Iteration 35Q: 3 clusters Score -108761.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -108763.460938 Penalty: 727.296448
	Iteration 36Q: 3 clusters Score -108763.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -108764.695312 Penalty: 727.296448
	Iteration 37Q: 3 clusters Score -108764.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -108765.882812 Penalty: 727.296448
	Iteration 38Q: 3 clusters Score -108765.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -108766.210938 Penalty: 727.296448
	Iteration 39Q: 3 clusters Score -108766.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -108766.640625 Penalty: 727.296448
	Iteration 40F: 3 clusters Score -108766.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -108767.179688 Penalty: 727.296448
	Iteration 41Q: 3 clusters Score -108767.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -108767.250000 Penalty: 727.296448
	Iteration 42Q: 3 clusters Score -108767.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -108767.250000 Penalty: 727.296448
	Iteration 43F: 3 clusters Score -108767.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -54320.222656 Penalty: 338.899170
	Iteration 0F: 2 clusters Score -54320.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -53065.984375 Penalty: 677.798340
	Iteration 0F: 3 clusters Score -53065.98 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -53493.406250 Penalty: 677.798340
	Iteration 1F: 3 clusters Score -53493.41 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -53580.246094 Penalty: 677.798340
	Iteration 2F: 3 clusters Score -53580.25 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -53654.046875 Penalty: 677.798340
	Iteration 3F: 3 clusters Score -53654.05 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -53722.589844 Penalty: 677.798340
	Iteration 4F: 3 clusters Score -53722.59 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -53773.718750 Penalty: 677.798340
	Iteration 5Q: 3 clusters Score -53773.72 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -53806.050781 Penalty: 677.798340
	Iteration 6Q: 3 clusters Score -53806.05 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -53834.566406 Penalty: 677.798340
	Iteration 7Q: 3 clusters Score -53834.57 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -53859.242188 Penalty: 677.798340
	Iteration 8Q: 3 clusters Score -53859.24 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -53881.734375 Penalty: 677.798340
	Iteration 9Q: 3 clusters Score -53881.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -53895.738281 Penalty: 677.798340
	Iteration 10Q: 3 clusters Score -53895.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -53922.906250 Penalty: 677.798340
	Iteration 11Q: 3 clusters Score -53922.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -53944.082031 Penalty: 677.798340
	Iteration 12Q: 3 clusters Score -53944.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -53957.269531 Penalty: 677.798340
	Iteration 13Q: 3 clusters Score -53957.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -53963.433594 Penalty: 677.798340
	Iteration 14Q: 3 clusters Score -53963.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -53966.183594 Penalty: 677.798340
	Iteration 15Q: 3 clusters Score -53966.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -53967.886719 Penalty: 677.798340
	Iteration 16Q: 3 clusters Score -53967.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -53969.085938 Penalty: 677.798340
	Iteration 17Q: 3 clusters Score -53969.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -53969.453125 Penalty: 677.798340
	Iteration 18Q: 3 clusters Score -53969.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -53969.742188 Penalty: 677.798340
	Iteration 19Q: 3 clusters Score -53969.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -53969.847656 Penalty: 677.798340
	Iteration 20F: 3 clusters Score -53969.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -53970.414062 Penalty: 677.798340
	Iteration 21Q: 3 clusters Score -53970.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -53970.523438 Penalty: 677.798340
	Iteration 22Q: 3 clusters Score -53970.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -53970.523438 Penalty: 677.798340
	Iteration 23F: 3 clusters Score -53970.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Entering Unmasked Estep 
Score: -266444.156250 Penalty: 403.146271
	Iteration 0F: 2 clusters Score -266444.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -261769.968750 Penalty: 806.292542
	Iteration 0F: 3 clusters Score -261770 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -263629.843750 Penalty: 806.292542
	Iteration 1F: 3 clusters Score -263629.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -263830.906250 Penalty: 806.292542
	Iteration 2F: 3 clusters Score -263830.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -264066.875000 Penalty: 806.292542
	Iteration 3F: 3 clusters Score -264066.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -264403.718750 Penalty: 806.292542
	Iteration 4F: 3 clusters Score -264403.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -264799.312500 Penalty: 806.292542
	Iteration 5F: 3 clusters Score -264799.3 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -265253.437500 Penalty: 806.292542
	Iteration 6F: 3 clusters Score -265253.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -265644.125000 Penalty: 806.292542
	Iteration 7F: 3 clusters Score -265644.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -265934.375000 Penalty: 806.292542
	Iteration 8F: 3 clusters Score -265934.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -266106.468750 Penalty: 806.292542
	Iteration 9Q: 3 clusters Score -266106.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -266276.937500 Penalty: 806.292542
	Iteration 10Q: 3 clusters Score -266276.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -266394.000000 Penalty: 806.292542
	Iteration 11Q: 3 clusters Score -266394 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -266433.812500 Penalty: 806.292542
	Iteration 12Q: 3 clusters Score -266433.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -266447.656250 Penalty: 806.292542
	Iteration 13Q: 3 clusters Score -266447.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -266458.031250 Penalty: 806.292542
	Iteration 14Q: 3 clusters Score -266458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -266463.781250 Penalty: 806.292542
	Iteration 15Q: 3 clusters Score -266463.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -266468.468750 Penalty: 806.292542
	Iteration 16Q: 3 clusters Score -266468.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -266471.250000 Penalty: 806.292542
	Iteration 17Q: 3 clusters Score -266471.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -266472.343750 Penalty: 806.292542
	Iteration 18Q: 3 clusters Score -266472.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -266473.250000 Penalty: 806.292542
	Iteration 19Q: 3 clusters Score -266473.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -266474.468750 Penalty: 806.292542
	Iteration 20F: 3 clusters Score -266474.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -266474.468750 Penalty: 806.292542
	Iteration 21Q: 3 clusters Score -266474.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -266474.156250 Penalty: 806.292542
	Iteration 22Q: 3 clusters Score -266474.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -266474.156250 Penalty: 806.292542
	Iteration 23F: 3 clusters Score -266474.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20758 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 480737 members 
Mstep: Class 5 contains 11433 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14292 members 
Mstep: Class 8 contains 12798 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4531 members 
Mstep: Class 11 contains 8076 members 
Mstep: Class 12 contains 561360 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107010 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 22 contains 14184 members 
Mstep: Class 23 contains 7947 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 9652 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2657 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15121 members 
Mstep: Class 32 contains 2881 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4831 members 
Mstep: Class 38 contains 10844 members 
Mstep: Class 39 contains 1024 members 
Mstep: Class 40 contains 1484 members 
Mstep: Class 41 contains 1655 members 
Mstep: Class 42 contains 6037 members 
Entering Unmasked Estep 
Score: -50374036.000000 Penalty: 27027.978516
Splitting cluster 21 changes total score from -50374208.000000 to -50374036.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (14184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Entering Unmasked Estep 
Score: -507636.937500 Penalty: 434.974060
	Iteration 0F: 2 clusters Score -507636.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -498265.750000 Penalty: 869.948120
	Iteration 0F: 3 clusters Score -498265.8 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -502261.968750 Penalty: 869.948120
	Iteration 1F: 3 clusters Score -502262 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -502594.906250 Penalty: 869.948120
	Iteration 2F: 3 clusters Score -502594.9 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -503008.062500 Penalty: 869.948120
	Iteration 3F: 3 clusters Score -503008.1 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -503526.281250 Penalty: 869.948120
	Iteration 4F: 3 clusters Score -503526.3 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -504113.906250 Penalty: 869.948120
	Iteration 5F: 3 clusters Score -504113.9 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -504697.000000 Penalty: 869.948120
	Iteration 6F: 3 clusters Score -504697 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -505249.375000 Penalty: 869.948120
	Iteration 7F: 3 clusters Score -505249.4 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -505717.468750 Penalty: 869.948120
	Iteration 8Q: 3 clusters Score -505717.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -506102.343750 Penalty: 869.948120
	Iteration 9Q: 3 clusters Score -506102.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -506357.312500 Penalty: 869.948120
	Iteration 10Q: 3 clusters Score -506357.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -506490.718750 Penalty: 869.948120
	Iteration 11Q: 3 clusters Score -506490.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -506565.125000 Penalty: 869.948120
	Iteration 12Q: 3 clusters Score -506565.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -506613.156250 Penalty: 869.948120
	Iteration 13Q: 3 clusters Score -506613.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -506647.093750 Penalty: 869.948120
	Iteration 14Q: 3 clusters Score -506647.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -506670.531250 Penalty: 869.948120
	Iteration 15Q: 3 clusters Score -506670.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -506691.468750 Penalty: 869.948120
	Iteration 16Q: 3 clusters Score -506691.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -506718.812500 Penalty: 869.948120
	Iteration 17Q: 3 clusters Score -506718.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -506742.218750 Penalty: 869.948120
	Iteration 18Q: 3 clusters Score -506742.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -506759.406250 Penalty: 869.948120
	Iteration 19Q: 3 clusters Score -506759.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -506781.500000 Penalty: 869.948120
	Iteration 20F: 3 clusters Score -506781.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -506805.906250 Penalty: 869.948120
	Iteration 21Q: 3 clusters Score -506805.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -506830.593750 Penalty: 869.948120
	Iteration 22Q: 3 clusters Score -506830.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -506863.875000 Penalty: 869.948120
	Iteration 23Q: 3 clusters Score -506863.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -506908.500000 Penalty: 869.948120
	Iteration 24Q: 3 clusters Score -506908.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -506947.468750 Penalty: 869.948120
	Iteration 25Q: 3 clusters Score -506947.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -506981.375000 Penalty: 869.948120
	Iteration 26Q: 3 clusters Score -506981.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -507016.312500 Penalty: 869.948120
	Iteration 27Q: 3 clusters Score -507016.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -507051.906250 Penalty: 869.948120
	Iteration 28Q: 3 clusters Score -507051.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -507077.406250 Penalty: 869.948120
	Iteration 29Q: 3 clusters Score -507077.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -507095.781250 Penalty: 869.948120
	Iteration 30Q: 3 clusters Score -507095.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -507112.000000 Penalty: 869.948120
	Iteration 31Q: 3 clusters Score -507112 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -507124.375000 Penalty: 869.948120
	Iteration 32Q: 3 clusters Score -507124.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -507139.812500 Penalty: 869.948120
	Iteration 33Q: 3 clusters Score -507139.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -507152.656250 Penalty: 869.948120
	Iteration 34Q: 3 clusters Score -507152.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -507158.250000 Penalty: 869.948120
	Iteration 35Q: 3 clusters Score -507158.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -507165.531250 Penalty: 869.948120
	Iteration 36Q: 3 clusters Score -507165.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -507174.781250 Penalty: 869.948120
	Iteration 37Q: 3 clusters Score -507174.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -507183.843750 Penalty: 869.948120
	Iteration 38Q: 3 clusters Score -507183.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -507190.468750 Penalty: 869.948120
	Iteration 39Q: 3 clusters Score -507190.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -507198.625000 Penalty: 869.948120
	Iteration 40F: 3 clusters Score -507198.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -507205.281250 Penalty: 869.948120
	Iteration 41Q: 3 clusters Score -507205.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -507213.843750 Penalty: 869.948120
	Iteration 42Q: 3 clusters Score -507213.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -507225.062500 Penalty: 869.948120
	Iteration 43Q: 3 clusters Score -507225.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -507235.500000 Penalty: 869.948120
	Iteration 44Q: 3 clusters Score -507235.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -507245.718750 Penalty: 869.948120
	Iteration 45Q: 3 clusters Score -507245.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -507255.250000 Penalty: 869.948120
	Iteration 46Q: 3 clusters Score -507255.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -507263.531250 Penalty: 869.948120
	Iteration 47Q: 3 clusters Score -507263.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -507273.656250 Penalty: 869.948120
	Iteration 48Q: 3 clusters Score -507273.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -507287.156250 Penalty: 869.948120
	Iteration 49Q: 3 clusters Score -507287.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -507296.343750 Penalty: 869.948120
	Iteration 50Q: 3 clusters Score -507296.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -507303.406250 Penalty: 869.948120
	Iteration 51Q: 3 clusters Score -507303.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -507305.875000 Penalty: 869.948120
	Iteration 52Q: 3 clusters Score -507305.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -507306.687500 Penalty: 869.948120
	Iteration 53Q: 3 clusters Score -507306.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -507309.250000 Penalty: 869.948120
	Iteration 54Q: 3 clusters Score -507309.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -507310.187500 Penalty: 869.948120
	Iteration 55Q: 3 clusters Score -507310.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -507311.906250 Penalty: 869.948120
	Iteration 56Q: 3 clusters Score -507311.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -507313.375000 Penalty: 869.948120
	Iteration 57Q: 3 clusters Score -507313.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -507314.000000 Penalty: 869.948120
	Iteration 58Q: 3 clusters Score -507314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -507315.000000 Penalty: 869.948120
	Iteration 59Q: 3 clusters Score -507315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -507316.375000 Penalty: 869.948120
	Iteration 60F: 3 clusters Score -507316.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -507318.500000 Penalty: 869.948120
	Iteration 61Q: 3 clusters Score -507318.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -507318.187500 Penalty: 869.948120
	Iteration 62Q: 3 clusters Score -507318.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -507318.187500 Penalty: 869.948120
	Iteration 63F: 3 clusters Score -507318.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Entering Unmasked Estep 
Score: -283091.250000 Penalty: 408.615021
	Iteration 0F: 2 clusters Score -283091.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -277808.062500 Penalty: 817.230042
	Iteration 0F: 3 clusters Score -277808.1 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -279953.062500 Penalty: 817.230042
	Iteration 1F: 3 clusters Score -279953.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -280393.125000 Penalty: 817.230042
	Iteration 2F: 3 clusters Score -280393.1 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -280860.281250 Penalty: 817.230042
	Iteration 3F: 3 clusters Score -280860.3 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -281341.750000 Penalty: 817.230042
	Iteration 4F: 3 clusters Score -281341.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -281776.937500 Penalty: 817.230042
	Iteration 5F: 3 clusters Score -281776.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -282079.375000 Penalty: 817.230042
	Iteration 6Q: 3 clusters Score -282079.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -282320.218750 Penalty: 817.230042
	Iteration 7Q: 3 clusters Score -282320.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -282487.937500 Penalty: 817.230042
	Iteration 8Q: 3 clusters Score -282487.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -282598.031250 Penalty: 817.230042
	Iteration 9Q: 3 clusters Score -282598 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -282666.843750 Penalty: 817.230042
	Iteration 10Q: 3 clusters Score -282666.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -282707.906250 Penalty: 817.230042
	Iteration 11Q: 3 clusters Score -282707.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -282735.312500 Penalty: 817.230042
	Iteration 12Q: 3 clusters Score -282735.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -282757.812500 Penalty: 817.230042
	Iteration 13Q: 3 clusters Score -282757.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -282773.062500 Penalty: 817.230042
	Iteration 14Q: 3 clusters Score -282773.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -282785.656250 Penalty: 817.230042
	Iteration 15Q: 3 clusters Score -282785.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -282800.531250 Penalty: 817.230042
	Iteration 16Q: 3 clusters Score -282800.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -282809.062500 Penalty: 817.230042
	Iteration 17Q: 3 clusters Score -282809.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -282816.312500 Penalty: 817.230042
	Iteration 18Q: 3 clusters Score -282816.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -282821.718750 Penalty: 817.230042
	Iteration 19Q: 3 clusters Score -282821.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -282828.625000 Penalty: 817.230042
	Iteration 20F: 3 clusters Score -282828.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -282834.468750 Penalty: 817.230042
	Iteration 21Q: 3 clusters Score -282834.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -282845.750000 Penalty: 817.230042
	Iteration 22Q: 3 clusters Score -282845.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -282854.781250 Penalty: 817.230042
	Iteration 23Q: 3 clusters Score -282854.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -282866.875000 Penalty: 817.230042
	Iteration 24Q: 3 clusters Score -282866.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -282876.562500 Penalty: 817.230042
	Iteration 25Q: 3 clusters Score -282876.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -282888.718750 Penalty: 817.230042
	Iteration 26Q: 3 clusters Score -282888.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -282895.781250 Penalty: 817.230042
	Iteration 27Q: 3 clusters Score -282895.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -282899.656250 Penalty: 817.230042
	Iteration 28Q: 3 clusters Score -282899.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -282900.750000 Penalty: 817.230042
	Iteration 29Q: 3 clusters Score -282900.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -282901.218750 Penalty: 817.230042
	Iteration 30Q: 3 clusters Score -282901.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -282902.812500 Penalty: 817.230042
	Iteration 31Q: 3 clusters Score -282902.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -282903.562500 Penalty: 817.230042
	Iteration 32Q: 3 clusters Score -282903.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -282903.843750 Penalty: 817.230042
	Iteration 33Q: 3 clusters Score -282903.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -282903.468750 Penalty: 817.230042
	Iteration 34Q: 3 clusters Score -282903.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -282903.468750 Penalty: 817.230042
	Iteration 35F: 3 clusters Score -282903.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Entering Unmasked Estep 
Score: -223717.812500 Penalty: 398.364532
	Iteration 0F: 2 clusters Score -223717.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -219462.578125 Penalty: 796.729065
	Iteration 0F: 3 clusters Score -219462.6 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -221056.109375 Penalty: 796.729065
	Iteration 1F: 3 clusters Score -221056.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -221246.593750 Penalty: 796.729065
	Iteration 2F: 3 clusters Score -221246.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -221503.109375 Penalty: 796.729065
	Iteration 3F: 3 clusters Score -221503.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -221927.000000 Penalty: 796.729065
	Iteration 4F: 3 clusters Score -221927 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -222431.093750 Penalty: 796.729065
	Iteration 5F: 3 clusters Score -222431.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -222864.578125 Penalty: 796.729065
	Iteration 6F: 3 clusters Score -222864.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -223146.593750 Penalty: 796.729065
	Iteration 7Q: 3 clusters Score -223146.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -223267.250000 Penalty: 796.729065
	Iteration 8Q: 3 clusters Score -223267.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -223332.109375 Penalty: 796.729065
	Iteration 9Q: 3 clusters Score -223332.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -223354.718750 Penalty: 796.729065
	Iteration 10Q: 3 clusters Score -223354.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -223372.515625 Penalty: 796.729065
	Iteration 11Q: 3 clusters Score -223372.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -223379.687500 Penalty: 796.729065
	Iteration 12Q: 3 clusters Score -223379.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -223382.750000 Penalty: 796.729065
	Iteration 13Q: 3 clusters Score -223382.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -223383.265625 Penalty: 796.729065
	Iteration 14Q: 3 clusters Score -223383.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -223383.453125 Penalty: 796.729065
	Iteration 15Q: 3 clusters Score -223383.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -223385.984375 Penalty: 796.729065
	Iteration 16Q: 3 clusters Score -223386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -223389.000000 Penalty: 796.729065
	Iteration 17Q: 3 clusters Score -223389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -223391.781250 Penalty: 796.729065
	Iteration 18Q: 3 clusters Score -223391.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -223393.328125 Penalty: 796.729065
	Iteration 19Q: 3 clusters Score -223393.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -223393.328125 Penalty: 796.729065
	Iteration 20F: 3 clusters Score -223393.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Entering Unmasked Estep 
Score: -192300.468750 Penalty: 390.431824
	Iteration 0F: 2 clusters Score -192300.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -188687.546875 Penalty: 780.863647
	Iteration 0F: 3 clusters Score -188687.5 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -190180.140625 Penalty: 780.863647
	Iteration 1F: 3 clusters Score -190180.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -190463.078125 Penalty: 780.863647
	Iteration 2F: 3 clusters Score -190463.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -190767.156250 Penalty: 780.863647
	Iteration 3F: 3 clusters Score -190767.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -191005.484375 Penalty: 780.863647
	Iteration 4F: 3 clusters Score -191005.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -191182.953125 Penalty: 780.863647
	Iteration 5F: 3 clusters Score -191183 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -191294.609375 Penalty: 780.863647
	Iteration 6Q: 3 clusters Score -191294.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -191385.187500 Penalty: 780.863647
	Iteration 7Q: 3 clusters Score -191385.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -191467.500000 Penalty: 780.863647
	Iteration 8Q: 3 clusters Score -191467.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -191533.671875 Penalty: 780.863647
	Iteration 9Q: 3 clusters Score -191533.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -191583.968750 Penalty: 780.863647
	Iteration 10Q: 3 clusters Score -191584 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -191623.875000 Penalty: 780.863647
	Iteration 11Q: 3 clusters Score -191623.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -191675.093750 Penalty: 780.863647
	Iteration 12Q: 3 clusters Score -191675.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -191721.234375 Penalty: 780.863647
	Iteration 13Q: 3 clusters Score -191721.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -191767.703125 Penalty: 780.863647
	Iteration 14Q: 3 clusters Score -191767.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -191798.531250 Penalty: 780.863647
	Iteration 15Q: 3 clusters Score -191798.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -191826.218750 Penalty: 780.863647
	Iteration 16Q: 3 clusters Score -191826.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -191862.656250 Penalty: 780.863647
	Iteration 17Q: 3 clusters Score -191862.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -191902.500000 Penalty: 780.863647
	Iteration 18Q: 3 clusters Score -191902.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -191929.125000 Penalty: 780.863647
	Iteration 19Q: 3 clusters Score -191929.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -191955.984375 Penalty: 780.863647
	Iteration 20F: 3 clusters Score -191956 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -191975.812500 Penalty: 780.863647
	Iteration 21Q: 3 clusters Score -191975.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -192000.484375 Penalty: 780.863647
	Iteration 22Q: 3 clusters Score -192000.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -192024.671875 Penalty: 780.863647
	Iteration 23Q: 3 clusters Score -192024.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -192039.750000 Penalty: 780.863647
	Iteration 24Q: 3 clusters Score -192039.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -192050.656250 Penalty: 780.863647
	Iteration 25Q: 3 clusters Score -192050.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -192059.390625 Penalty: 780.863647
	Iteration 26Q: 3 clusters Score -192059.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -192067.328125 Penalty: 780.863647
	Iteration 27Q: 3 clusters Score -192067.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -192079.578125 Penalty: 780.863647
	Iteration 28Q: 3 clusters Score -192079.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -192097.062500 Penalty: 780.863647
	Iteration 29Q: 3 clusters Score -192097.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -192114.593750 Penalty: 780.863647
	Iteration 30Q: 3 clusters Score -192114.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -192130.671875 Penalty: 780.863647
	Iteration 31Q: 3 clusters Score -192130.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -192149.578125 Penalty: 780.863647
	Iteration 32Q: 3 clusters Score -192149.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -192174.859375 Penalty: 780.863647
	Iteration 33Q: 3 clusters Score -192174.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -192202.421875 Penalty: 780.863647
	Iteration 34Q: 3 clusters Score -192202.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -192235.734375 Penalty: 780.863647
	Iteration 35Q: 3 clusters Score -192235.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -192258.984375 Penalty: 780.863647
	Iteration 36Q: 3 clusters Score -192259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -192274.281250 Penalty: 780.863647
	Iteration 37Q: 3 clusters Score -192274.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -192293.171875 Penalty: 780.863647
	Iteration 38Q: 3 clusters Score -192293.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -192313.078125 Penalty: 780.863647
	Iteration 39Q: 3 clusters Score -192313.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -192327.343750 Penalty: 780.863647
	Iteration 40F: 3 clusters Score -192327.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -192336.296875 Penalty: 780.863647
	Iteration 41Q: 3 clusters Score -192336.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -192348.093750 Penalty: 780.863647
	Iteration 42Q: 3 clusters Score -192348.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -192360.968750 Penalty: 780.863647
	Iteration 43Q: 3 clusters Score -192361 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -192377.296875 Penalty: 780.863647
	Iteration 44Q: 3 clusters Score -192377.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -192389.109375 Penalty: 780.863647
	Iteration 45Q: 3 clusters Score -192389.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -192396.015625 Penalty: 780.863647
	Iteration 46Q: 3 clusters Score -192396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -192397.562500 Penalty: 780.863647
	Iteration 47Q: 3 clusters Score -192397.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -192399.500000 Penalty: 780.863647
	Iteration 48Q: 3 clusters Score -192399.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -192400.296875 Penalty: 780.863647
	Iteration 49Q: 3 clusters Score -192400.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -192401.421875 Penalty: 780.863647
	Iteration 50Q: 3 clusters Score -192401.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -192402.453125 Penalty: 780.863647
	Iteration 51Q: 3 clusters Score -192402.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -192403.343750 Penalty: 780.863647
	Iteration 52Q: 3 clusters Score -192403.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -192404.484375 Penalty: 780.863647
	Iteration 53Q: 3 clusters Score -192404.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -192405.343750 Penalty: 780.863647
	Iteration 54Q: 3 clusters Score -192405.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -192405.437500 Penalty: 780.863647
	Iteration 55Q: 3 clusters Score -192405.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -192405.609375 Penalty: 780.863647
	Iteration 56Q: 3 clusters Score -192405.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -192407.234375 Penalty: 780.863647
	Iteration 57Q: 3 clusters Score -192407.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -192407.437500 Penalty: 780.863647
	Iteration 58Q: 3 clusters Score -192407.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -192407.203125 Penalty: 780.863647
	Iteration 59Q: 3 clusters Score -192407.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -192407.437500 Penalty: 780.863647
	Iteration 60F: 3 clusters Score -192407.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -192407.734375 Penalty: 780.863647
	Iteration 61Q: 3 clusters Score -192407.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -192407.734375 Penalty: 780.863647
	Iteration 62F: 3 clusters Score -192407.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20758 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 480737 members 
Mstep: Class 5 contains 11433 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14292 members 
Mstep: Class 8 contains 12798 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4531 members 
Mstep: Class 11 contains 8076 members 
Mstep: Class 12 contains 561360 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107010 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14184 members 
Mstep: Class 23 contains 7947 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 4371 members 
Mstep: Class 26 contains 9652 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2657 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15121 members 
Mstep: Class 32 contains 2881 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4831 members 
Mstep: Class 38 contains 10844 members 
Mstep: Class 39 contains 1024 members 
Mstep: Class 40 contains 1484 members 
Mstep: Class 41 contains 1655 members 
Mstep: Class 42 contains 958 members 
Entering Unmasked Estep 
Score: -50374068.000000 Penalty: 27027.978516
Splitting cluster 25 changes total score from -50374208.000000 to -50374068.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (9652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Entering Unmasked Estep 
Score: -340857.750000 Penalty: 417.458862
	Iteration 0F: 2 clusters Score -340857.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -334365.000000 Penalty: 834.917725
	Iteration 0F: 3 clusters Score -334365 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -337306.281250 Penalty: 834.917725
	Iteration 1F: 3 clusters Score -337306.3 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -337851.437500 Penalty: 834.917725
	Iteration 2F: 3 clusters Score -337851.4 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -338496.281250 Penalty: 834.917725
	Iteration 3F: 3 clusters Score -338496.3 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -339239.343750 Penalty: 834.917725
	Iteration 4F: 3 clusters Score -339239.3 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -339935.000000 Penalty: 834.917725
	Iteration 5F: 3 clusters Score -339935 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -340356.843750 Penalty: 834.917725
	Iteration 6F: 3 clusters Score -340356.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -340557.093750 Penalty: 834.917725
	Iteration 7Q: 3 clusters Score -340557.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -340664.406250 Penalty: 834.917725
	Iteration 8Q: 3 clusters Score -340664.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -340735.250000 Penalty: 834.917725
	Iteration 9Q: 3 clusters Score -340735.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -340778.437500 Penalty: 834.917725
	Iteration 10Q: 3 clusters Score -340778.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -340803.312500 Penalty: 834.917725
	Iteration 11Q: 3 clusters Score -340803.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -340827.625000 Penalty: 834.917725
	Iteration 12Q: 3 clusters Score -340827.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -340852.718750 Penalty: 834.917725
	Iteration 13Q: 3 clusters Score -340852.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -340878.531250 Penalty: 834.917725
	Iteration 14Q: 3 clusters Score -340878.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -340898.937500 Penalty: 834.917725
	Iteration 15Q: 3 clusters Score -340898.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -340916.500000 Penalty: 834.917725
	Iteration 16Q: 3 clusters Score -340916.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -340929.250000 Penalty: 834.917725
	Iteration 17Q: 3 clusters Score -340929.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -340935.312500 Penalty: 834.917725
	Iteration 18Q: 3 clusters Score -340935.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -340944.875000 Penalty: 834.917725
	Iteration 19Q: 3 clusters Score -340944.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -340954.781250 Penalty: 834.917725
	Iteration 20F: 3 clusters Score -340954.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -340959.812500 Penalty: 834.917725
	Iteration 21Q: 3 clusters Score -340959.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -340962.687500 Penalty: 834.917725
	Iteration 22Q: 3 clusters Score -340962.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -340964.406250 Penalty: 834.917725
	Iteration 23Q: 3 clusters Score -340964.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -340965.343750 Penalty: 834.917725
	Iteration 24Q: 3 clusters Score -340965.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -340966.750000 Penalty: 834.917725
	Iteration 25Q: 3 clusters Score -340966.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -340968.281250 Penalty: 834.917725
	Iteration 26Q: 3 clusters Score -340968.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -340969.562500 Penalty: 834.917725
	Iteration 27Q: 3 clusters Score -340969.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -340970.218750 Penalty: 834.917725
	Iteration 28Q: 3 clusters Score -340970.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -340971.406250 Penalty: 834.917725
	Iteration 29Q: 3 clusters Score -340971.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -340973.375000 Penalty: 834.917725
	Iteration 30Q: 3 clusters Score -340973.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -340973.875000 Penalty: 834.917725
	Iteration 31Q: 3 clusters Score -340973.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -340974.062500 Penalty: 834.917725
	Iteration 32Q: 3 clusters Score -340974.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -340975.093750 Penalty: 834.917725
	Iteration 33Q: 3 clusters Score -340975.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -340975.218750 Penalty: 834.917725
	Iteration 34Q: 3 clusters Score -340975.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -340975.906250 Penalty: 834.917725
	Iteration 35Q: 3 clusters Score -340975.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -340977.031250 Penalty: 834.917725
	Iteration 36Q: 3 clusters Score -340977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -340977.406250 Penalty: 834.917725
	Iteration 37Q: 3 clusters Score -340977.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -340978.281250 Penalty: 834.917725
	Iteration 38Q: 3 clusters Score -340978.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -340978.843750 Penalty: 834.917725
	Iteration 39Q: 3 clusters Score -340978.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -340978.468750 Penalty: 834.917725
	Iteration 40F: 3 clusters Score -340978.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -340977.593750 Penalty: 834.917725
	Iteration 41Q: 3 clusters Score -340977.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -340978.562500 Penalty: 834.917725
	Iteration 42Q: 3 clusters Score -340978.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -340978.875000 Penalty: 834.917725
	Iteration 43Q: 3 clusters Score -340978.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -340978.875000 Penalty: 834.917725
	Iteration 44F: 3 clusters Score -340978.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20758 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 480737 members 
Mstep: Class 5 contains 11433 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14292 members 
Mstep: Class 8 contains 12798 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4531 members 
Mstep: Class 11 contains 8076 members 
Mstep: Class 12 contains 561360 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107010 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14184 members 
Mstep: Class 23 contains 7947 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 3011 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2657 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15121 members 
Mstep: Class 32 contains 2881 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4831 members 
Mstep: Class 38 contains 10844 members 
Mstep: Class 39 contains 1024 members 
Mstep: Class 40 contains 1484 members 
Mstep: Class 41 contains 1655 members 
Mstep: Class 42 contains 6641 members 
Entering Unmasked Estep 
Score: -50374092.000000 Penalty: 27027.978516
Splitting cluster 26 changes total score from -50374208.000000 to -50374092.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -141350.171875 Penalty: 374.781219
	Iteration 0F: 2 clusters Score -141350.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -138737.796875 Penalty: 749.562439
	Iteration 0F: 3 clusters Score -138737.8 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -139765.765625 Penalty: 749.562439
	Iteration 1F: 3 clusters Score -139765.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -139962.140625 Penalty: 749.562439
	Iteration 2F: 3 clusters Score -139962.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -140103.000000 Penalty: 749.562439
	Iteration 3F: 3 clusters Score -140103 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -140209.093750 Penalty: 749.562439
	Iteration 4F: 3 clusters Score -140209.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -140287.968750 Penalty: 749.562439
	Iteration 5Q: 3 clusters Score -140288 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -140350.109375 Penalty: 749.562439
	Iteration 6Q: 3 clusters Score -140350.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -140412.453125 Penalty: 749.562439
	Iteration 7Q: 3 clusters Score -140412.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -140481.062500 Penalty: 749.562439
	Iteration 8Q: 3 clusters Score -140481.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -140549.625000 Penalty: 749.562439
	Iteration 9Q: 3 clusters Score -140549.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -140627.890625 Penalty: 749.562439
	Iteration 10Q: 3 clusters Score -140627.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -140689.562500 Penalty: 749.562439
	Iteration 11Q: 3 clusters Score -140689.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -140731.000000 Penalty: 749.562439
	Iteration 12Q: 3 clusters Score -140731 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -140756.875000 Penalty: 749.562439
	Iteration 13Q: 3 clusters Score -140756.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -140784.109375 Penalty: 749.562439
	Iteration 14Q: 3 clusters Score -140784.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -140802.906250 Penalty: 749.562439
	Iteration 15Q: 3 clusters Score -140802.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -140822.421875 Penalty: 749.562439
	Iteration 16Q: 3 clusters Score -140822.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -140842.203125 Penalty: 749.562439
	Iteration 17Q: 3 clusters Score -140842.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -140863.015625 Penalty: 749.562439
	Iteration 18Q: 3 clusters Score -140863 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -140883.125000 Penalty: 749.562439
	Iteration 19Q: 3 clusters Score -140883.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -140907.218750 Penalty: 749.562439
	Iteration 20F: 3 clusters Score -140907.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -140928.046875 Penalty: 749.562439
	Iteration 21Q: 3 clusters Score -140928 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -140944.484375 Penalty: 749.562439
	Iteration 22Q: 3 clusters Score -140944.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -140956.484375 Penalty: 749.562439
	Iteration 23Q: 3 clusters Score -140956.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -140965.562500 Penalty: 749.562439
	Iteration 24Q: 3 clusters Score -140965.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -140976.171875 Penalty: 749.562439
	Iteration 25Q: 3 clusters Score -140976.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -140987.203125 Penalty: 749.562439
	Iteration 26Q: 3 clusters Score -140987.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -140999.625000 Penalty: 749.562439
	Iteration 27Q: 3 clusters Score -140999.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -141015.968750 Penalty: 749.562439
	Iteration 28Q: 3 clusters Score -141016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -141030.750000 Penalty: 749.562439
	Iteration 29Q: 3 clusters Score -141030.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -141048.625000 Penalty: 749.562439
	Iteration 30Q: 3 clusters Score -141048.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -141061.734375 Penalty: 749.562439
	Iteration 31Q: 3 clusters Score -141061.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -141070.500000 Penalty: 749.562439
	Iteration 32Q: 3 clusters Score -141070.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -141077.140625 Penalty: 749.562439
	Iteration 33Q: 3 clusters Score -141077.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -141080.328125 Penalty: 749.562439
	Iteration 34Q: 3 clusters Score -141080.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -141084.468750 Penalty: 749.562439
	Iteration 35Q: 3 clusters Score -141084.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -141088.671875 Penalty: 749.562439
	Iteration 36Q: 3 clusters Score -141088.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -141090.156250 Penalty: 749.562439
	Iteration 37Q: 3 clusters Score -141090.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -141091.171875 Penalty: 749.562439
	Iteration 38Q: 3 clusters Score -141091.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -141091.406250 Penalty: 749.562439
	Iteration 39Q: 3 clusters Score -141091.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -141091.468750 Penalty: 749.562439
	Iteration 40F: 3 clusters Score -141091.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -141091.687500 Penalty: 749.562439
	Iteration 41Q: 3 clusters Score -141091.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -141091.968750 Penalty: 749.562439
	Iteration 42Q: 3 clusters Score -141092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -141092.015625 Penalty: 749.562439
	Iteration 43Q: 3 clusters Score -141092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -141092.015625 Penalty: 749.562439
	Iteration 44F: 3 clusters Score -141092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Entering Unmasked Estep 
Score: -95289.085938 Penalty: 358.765350
	Iteration 0F: 2 clusters Score -95289.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -93431.617188 Penalty: 717.530701
	Iteration 0F: 3 clusters Score -93431.62 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -94124.593750 Penalty: 717.530701
	Iteration 1F: 3 clusters Score -94124.59 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -94242.953125 Penalty: 717.530701
	Iteration 2F: 3 clusters Score -94242.95 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -94343.453125 Penalty: 717.530701
	Iteration 3F: 3 clusters Score -94343.45 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -94451.304688 Penalty: 717.530701
	Iteration 4F: 3 clusters Score -94451.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -94590.062500 Penalty: 717.530701
	Iteration 5F: 3 clusters Score -94590.06 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -94708.453125 Penalty: 717.530701
	Iteration 6F: 3 clusters Score -94708.45 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -94791.453125 Penalty: 717.530701
	Iteration 7Q: 3 clusters Score -94791.45 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -94859.820312 Penalty: 717.530701
	Iteration 8Q: 3 clusters Score -94859.82 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -94902.914062 Penalty: 717.530701
	Iteration 9Q: 3 clusters Score -94902.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -94932.148438 Penalty: 717.530701
	Iteration 10Q: 3 clusters Score -94932.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -94953.296875 Penalty: 717.530701
	Iteration 11Q: 3 clusters Score -94953.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -94970.937500 Penalty: 717.530701
	Iteration 12Q: 3 clusters Score -94970.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -94981.523438 Penalty: 717.530701
	Iteration 13Q: 3 clusters Score -94981.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -94987.398438 Penalty: 717.530701
	Iteration 14Q: 3 clusters Score -94987.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -94988.718750 Penalty: 717.530701
	Iteration 15Q: 3 clusters Score -94988.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -94993.679688 Penalty: 717.530701
	Iteration 16Q: 3 clusters Score -94993.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -94995.359375 Penalty: 717.530701
	Iteration 17Q: 3 clusters Score -94995.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -94997.328125 Penalty: 717.530701
	Iteration 18Q: 3 clusters Score -94997.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -95000.601562 Penalty: 717.530701
	Iteration 19Q: 3 clusters Score -95000.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -95002.375000 Penalty: 717.530701
	Iteration 20F: 3 clusters Score -95002.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Entering Unmasked Estep 
Score: -428829.156250 Penalty: 425.286987
	Iteration 0F: 2 clusters Score -428829.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -421152.312500 Penalty: 850.573975
	Iteration 0F: 3 clusters Score -421152.3 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -424195.031250 Penalty: 850.573975
	Iteration 1F: 3 clusters Score -424195 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -424424.656250 Penalty: 850.573975
	Iteration 2Q: 3 clusters Score -424424.7 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -424799.875000 Penalty: 850.573975
	Iteration 3F: 3 clusters Score -424799.9 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -425394.656250 Penalty: 850.573975
	Iteration 4F: 3 clusters Score -425394.7 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -426228.500000 Penalty: 850.573975
	Iteration 5F: 3 clusters Score -426228.5 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -427064.687500 Penalty: 850.573975
	Iteration 6F: 3 clusters Score -427064.7 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -427719.375000 Penalty: 850.573975
	Iteration 7F: 3 clusters Score -427719.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -428168.812500 Penalty: 850.573975
	Iteration 8Q: 3 clusters Score -428168.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -428444.312500 Penalty: 850.573975
	Iteration 9Q: 3 clusters Score -428444.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -428554.468750 Penalty: 850.573975
	Iteration 10Q: 3 clusters Score -428554.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -428607.750000 Penalty: 850.573975
	Iteration 11Q: 3 clusters Score -428607.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -428625.500000 Penalty: 850.573975
	Iteration 12Q: 3 clusters Score -428625.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -428633.312500 Penalty: 850.573975
	Iteration 13Q: 3 clusters Score -428633.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -428638.593750 Penalty: 850.573975
	Iteration 14Q: 3 clusters Score -428638.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -428643.000000 Penalty: 850.573975
	Iteration 15Q: 3 clusters Score -428643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -428644.687500 Penalty: 850.573975
	Iteration 16Q: 3 clusters Score -428644.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -428646.218750 Penalty: 850.573975
	Iteration 17Q: 3 clusters Score -428646.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -428648.281250 Penalty: 850.573975
	Iteration 18Q: 3 clusters Score -428648.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -428653.562500 Penalty: 850.573975
	Iteration 19Q: 3 clusters Score -428653.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -428656.000000 Penalty: 850.573975
	Iteration 20F: 3 clusters Score -428656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -428658.406250 Penalty: 850.573975
	Iteration 21Q: 3 clusters Score -428658.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -428658.468750 Penalty: 850.573975
	Iteration 22Q: 3 clusters Score -428658.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -428658.687500 Penalty: 850.573975
	Iteration 23Q: 3 clusters Score -428658.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -428658.687500 Penalty: 850.573975
	Iteration 24F: 3 clusters Score -428658.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -2017.367676 Penalty: 209.077957
	Iteration 0F: 2 clusters Score -2017.368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1827.237427 Penalty: 418.155914
	Iteration 0F: 3 clusters Score -1827.237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -1887.328247 Penalty: 418.155914
	Iteration 1F: 3 clusters Score -1887.328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -1909.341919 Penalty: 418.155914
	Iteration 2F: 3 clusters Score -1909.342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1916.145752 Penalty: 418.155914
	Iteration 3Q: 3 clusters Score -1916.146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1916.145752 Penalty: 418.155914
	Iteration 4F: 3 clusters Score -1916.146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (15121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Entering Unmasked Estep 
Score: -536977.062500 Penalty: 437.884705
	Iteration 0F: 2 clusters Score -536977.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -526945.125000 Penalty: 875.769409
	Iteration 0F: 3 clusters Score -526945.1 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -530899.187500 Penalty: 875.769409
	Iteration 1F: 3 clusters Score -530899.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -531128.312500 Penalty: 875.769409
	Iteration 2Q: 3 clusters Score -531128.3 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -531422.937500 Penalty: 875.769409
	Iteration 3Q: 3 clusters Score -531422.9 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -531843.562500 Penalty: 875.769409
	Iteration 4F: 3 clusters Score -531843.6 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -532394.000000 Penalty: 875.769409
	Iteration 5F: 3 clusters Score -532394 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -532950.375000 Penalty: 875.769409
	Iteration 6F: 3 clusters Score -532950.4 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -533571.062500 Penalty: 875.769409
	Iteration 7F: 3 clusters Score -533571.1 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -534257.375000 Penalty: 875.769409
	Iteration 8F: 3 clusters Score -534257.4 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -534910.875000 Penalty: 875.769409
	Iteration 9F: 3 clusters Score -534910.9 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -535446.250000 Penalty: 875.769409
	Iteration 10Q: 3 clusters Score -535446.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -535843.562500 Penalty: 875.769409
	Iteration 11Q: 3 clusters Score -535843.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -536131.000000 Penalty: 875.769409
	Iteration 12Q: 3 clusters Score -536131 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -536376.250000 Penalty: 875.769409
	Iteration 13Q: 3 clusters Score -536376.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -536551.500000 Penalty: 875.769409
	Iteration 14Q: 3 clusters Score -536551.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -536660.062500 Penalty: 875.769409
	Iteration 15Q: 3 clusters Score -536660.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -536734.625000 Penalty: 875.769409
	Iteration 16Q: 3 clusters Score -536734.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -536786.500000 Penalty: 875.769409
	Iteration 17Q: 3 clusters Score -536786.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -536824.687500 Penalty: 875.769409
	Iteration 18Q: 3 clusters Score -536824.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -536861.812500 Penalty: 875.769409
	Iteration 19Q: 3 clusters Score -536861.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -536891.625000 Penalty: 875.769409
	Iteration 20F: 3 clusters Score -536891.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -536907.687500 Penalty: 875.769409
	Iteration 21Q: 3 clusters Score -536907.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -536919.812500 Penalty: 875.769409
	Iteration 22Q: 3 clusters Score -536919.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -536931.312500 Penalty: 875.769409
	Iteration 23Q: 3 clusters Score -536931.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -536935.875000 Penalty: 875.769409
	Iteration 24Q: 3 clusters Score -536935.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -536941.062500 Penalty: 875.769409
	Iteration 25Q: 3 clusters Score -536941.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -536942.437500 Penalty: 875.769409
	Iteration 26Q: 3 clusters Score -536942.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -536943.375000 Penalty: 875.769409
	Iteration 27Q: 3 clusters Score -536943.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -536944.875000 Penalty: 875.769409
	Iteration 28Q: 3 clusters Score -536944.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -536946.375000 Penalty: 875.769409
	Iteration 29Q: 3 clusters Score -536946.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -536947.750000 Penalty: 875.769409
	Iteration 30Q: 3 clusters Score -536947.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -536948.312500 Penalty: 875.769409
	Iteration 31Q: 3 clusters Score -536948.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -536949.125000 Penalty: 875.769409
	Iteration 32Q: 3 clusters Score -536949.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -536950.500000 Penalty: 875.769409
	Iteration 33Q: 3 clusters Score -536950.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -536950.500000 Penalty: 875.769409
	Iteration 34Q: 3 clusters Score -536950.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -536950.312500 Penalty: 875.769409
	Iteration 35Q: 3 clusters Score -536950.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -536950.500000 Penalty: 875.769409
	Iteration 36Q: 3 clusters Score -536950.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -536950.500000 Penalty: 875.769409
	Iteration 37Q: 3 clusters Score -536950.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -536950.500000 Penalty: 875.769409
	Iteration 38F: 3 clusters Score -536950.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Entering Unmasked Estep 
Score: -101867.132812 Penalty: 362.448120
	Iteration 0F: 2 clusters Score -101867.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -99848.843750 Penalty: 724.896240
	Iteration 0F: 3 clusters Score -99848.84 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -100641.945312 Penalty: 724.896240
	Iteration 1F: 3 clusters Score -100641.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -100806.914062 Penalty: 724.896240
	Iteration 2F: 3 clusters Score -100806.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -100949.773438 Penalty: 724.896240
	Iteration 3F: 3 clusters Score -100949.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -101070.617188 Penalty: 724.896240
	Iteration 4F: 3 clusters Score -101070.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -101171.304688 Penalty: 724.896240
	Iteration 5F: 3 clusters Score -101171.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -101236.046875 Penalty: 724.896240
	Iteration 6Q: 3 clusters Score -101236 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -101287.625000 Penalty: 724.896240
	Iteration 7Q: 3 clusters Score -101287.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -101338.320312 Penalty: 724.896240
	Iteration 8Q: 3 clusters Score -101338.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -101385.734375 Penalty: 724.896240
	Iteration 9Q: 3 clusters Score -101385.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -101424.796875 Penalty: 724.896240
	Iteration 10Q: 3 clusters Score -101424.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -101457.570312 Penalty: 724.896240
	Iteration 11Q: 3 clusters Score -101457.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -101477.789062 Penalty: 724.896240
	Iteration 12Q: 3 clusters Score -101477.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -101495.421875 Penalty: 724.896240
	Iteration 13Q: 3 clusters Score -101495.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -101506.539062 Penalty: 724.896240
	Iteration 14Q: 3 clusters Score -101506.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -101515.195312 Penalty: 724.896240
	Iteration 15Q: 3 clusters Score -101515.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -101521.859375 Penalty: 724.896240
	Iteration 16Q: 3 clusters Score -101521.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -101528.656250 Penalty: 724.896240
	Iteration 17Q: 3 clusters Score -101528.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -101534.000000 Penalty: 724.896240
	Iteration 18Q: 3 clusters Score -101534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -101537.968750 Penalty: 724.896240
	Iteration 19Q: 3 clusters Score -101538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -101540.312500 Penalty: 724.896240
	Iteration 20F: 3 clusters Score -101540.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -101540.867188 Penalty: 724.896240
	Iteration 21Q: 3 clusters Score -101540.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -101541.382812 Penalty: 724.896240
	Iteration 22Q: 3 clusters Score -101541.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -101541.710938 Penalty: 724.896240
	Iteration 23Q: 3 clusters Score -101541.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -101542.695312 Penalty: 724.896240
	Iteration 24Q: 3 clusters Score -101542.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -101543.570312 Penalty: 724.896240
	Iteration 25Q: 3 clusters Score -101543.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -101544.531250 Penalty: 724.896240
	Iteration 26Q: 3 clusters Score -101544.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -101544.851562 Penalty: 724.896240
	Iteration 27Q: 3 clusters Score -101544.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -101544.851562 Penalty: 724.896240
	Iteration 28F: 3 clusters Score -101544.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Entering Unmasked Estep 
Score: -115819.757812 Penalty: 366.811981
	Iteration 0F: 2 clusters Score -115819.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -113621.046875 Penalty: 733.623962
	Iteration 0F: 3 clusters Score -113621 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -114486.828125 Penalty: 733.623962
	Iteration 1F: 3 clusters Score -114486.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -114654.859375 Penalty: 733.623962
	Iteration 2F: 3 clusters Score -114654.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -114829.398438 Penalty: 733.623962
	Iteration 3F: 3 clusters Score -114829.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -114988.468750 Penalty: 733.623962
	Iteration 4F: 3 clusters Score -114988.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -115146.875000 Penalty: 733.623962
	Iteration 5F: 3 clusters Score -115146.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -115262.554688 Penalty: 733.623962
	Iteration 6F: 3 clusters Score -115262.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -115344.007812 Penalty: 733.623962
	Iteration 7Q: 3 clusters Score -115344 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -115437.257812 Penalty: 733.623962
	Iteration 8Q: 3 clusters Score -115437.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -115498.476562 Penalty: 733.623962
	Iteration 9Q: 3 clusters Score -115498.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -115549.492188 Penalty: 733.623962
	Iteration 10Q: 3 clusters Score -115549.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -115599.171875 Penalty: 733.623962
	Iteration 11Q: 3 clusters Score -115599.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -115628.289062 Penalty: 733.623962
	Iteration 12Q: 3 clusters Score -115628.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -115656.031250 Penalty: 733.623962
	Iteration 13Q: 3 clusters Score -115656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -115667.960938 Penalty: 733.623962
	Iteration 14Q: 3 clusters Score -115668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -115671.820312 Penalty: 733.623962
	Iteration 15Q: 3 clusters Score -115671.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -115674.718750 Penalty: 733.623962
	Iteration 16Q: 3 clusters Score -115674.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -115676.921875 Penalty: 733.623962
	Iteration 17Q: 3 clusters Score -115676.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -115678.718750 Penalty: 733.623962
	Iteration 18Q: 3 clusters Score -115678.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -115679.250000 Penalty: 733.623962
	Iteration 19Q: 3 clusters Score -115679.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -115679.742188 Penalty: 733.623962
	Iteration 20F: 3 clusters Score -115679.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -115679.773438 Penalty: 733.623962
	Iteration 21Q: 3 clusters Score -115679.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -115680.132812 Penalty: 733.623962
	Iteration 22Q: 3 clusters Score -115680.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -115680.156250 Penalty: 733.623962
	Iteration 23Q: 3 clusters Score -115680.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -115680.156250 Penalty: 733.623962
	Iteration 24F: 3 clusters Score -115680.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -26221.615234 Penalty: 299.545135
	Iteration 0F: 2 clusters Score -26221.62 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 386 members 
Entering Unmasked Estep 
Score: -25574.158203 Penalty: 599.090271
	Iteration 0F: 3 clusters Score -25574.16 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -25738.187500 Penalty: 599.090271
	Iteration 1F: 3 clusters Score -25738.19 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -25808.416016 Penalty: 599.090271
	Iteration 2F: 3 clusters Score -25808.42 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -25860.412109 Penalty: 599.090271
	Iteration 3F: 3 clusters Score -25860.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -25896.441406 Penalty: 599.090271
	Iteration 4F: 3 clusters Score -25896.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -25934.056641 Penalty: 599.090271
	Iteration 5Q: 3 clusters Score -25934.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -25970.173828 Penalty: 599.090271
	Iteration 6Q: 3 clusters Score -25970.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -25992.304688 Penalty: 599.090271
	Iteration 7Q: 3 clusters Score -25992.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -26015.437500 Penalty: 599.090271
	Iteration 8Q: 3 clusters Score -26015.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -26022.748047 Penalty: 599.090271
	Iteration 9Q: 3 clusters Score -26022.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -26027.326172 Penalty: 599.090271
	Iteration 10Q: 3 clusters Score -26027.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -26031.640625 Penalty: 599.090271
	Iteration 11Q: 3 clusters Score -26031.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -26032.818359 Penalty: 599.090271
	Iteration 12Q: 3 clusters Score -26032.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -26035.214844 Penalty: 599.090271
	Iteration 13Q: 3 clusters Score -26035.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -26042.240234 Penalty: 599.090271
	Iteration 14Q: 3 clusters Score -26042.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -26046.259766 Penalty: 599.090271
	Iteration 15Q: 3 clusters Score -26046.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -26050.707031 Penalty: 599.090271
	Iteration 16Q: 3 clusters Score -26050.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -26057.257812 Penalty: 599.090271
	Iteration 17Q: 3 clusters Score -26057.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -26058.552734 Penalty: 599.090271
	Iteration 18Q: 3 clusters Score -26058.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -26059.056641 Penalty: 599.090271
	Iteration 19Q: 3 clusters Score -26059.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -26059.056641 Penalty: 599.090271
	Iteration 20F: 3 clusters Score -26059.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -34060.957031 Penalty: 313.244141
	Iteration 0F: 2 clusters Score -34060.96 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 484 members 
Entering Unmasked Estep 
Score: -33263.984375 Penalty: 626.488281
	Iteration 0F: 3 clusters Score -33263.98 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -33563.785156 Penalty: 626.488281
	Iteration 1F: 3 clusters Score -33563.79 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -33661.578125 Penalty: 626.488281
	Iteration 2F: 3 clusters Score -33661.58 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -33755.316406 Penalty: 626.488281
	Iteration 3F: 3 clusters Score -33755.32 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -33822.339844 Penalty: 626.488281
	Iteration 4F: 3 clusters Score -33822.34 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -33867.347656 Penalty: 626.488281
	Iteration 5F: 3 clusters Score -33867.35 nChanged 30
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: -33886.671875 Penalty: 626.488281
	Iteration 6Q: 3 clusters Score -33886.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -33897.957031 Penalty: 626.488281
	Iteration 7Q: 3 clusters Score -33897.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -33908.433594 Penalty: 626.488281
	Iteration 8Q: 3 clusters Score -33908.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -33915.949219 Penalty: 626.488281
	Iteration 9Q: 3 clusters Score -33915.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -33921.765625 Penalty: 626.488281
	Iteration 10Q: 3 clusters Score -33921.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -33927.128906 Penalty: 626.488281
	Iteration 11Q: 3 clusters Score -33927.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -33935.140625 Penalty: 626.488281
	Iteration 12Q: 3 clusters Score -33935.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -33943.742188 Penalty: 626.488281
	Iteration 13Q: 3 clusters Score -33943.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -33954.593750 Penalty: 626.488281
	Iteration 14Q: 3 clusters Score -33954.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -33969.300781 Penalty: 626.488281
	Iteration 15Q: 3 clusters Score -33969.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -33978.460938 Penalty: 626.488281
	Iteration 16Q: 3 clusters Score -33978.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -33990.011719 Penalty: 626.488281
	Iteration 17Q: 3 clusters Score -33990.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -34005.054688 Penalty: 626.488281
	Iteration 18Q: 3 clusters Score -34005.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -34017.574219 Penalty: 626.488281
	Iteration 19Q: 3 clusters Score -34017.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -34027.218750 Penalty: 626.488281
	Iteration 20F: 3 clusters Score -34027.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -34035.503906 Penalty: 626.488281
	Iteration 21Q: 3 clusters Score -34035.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -34042.187500 Penalty: 626.488281
	Iteration 22Q: 3 clusters Score -34042.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -34047.750000 Penalty: 626.488281
	Iteration 23Q: 3 clusters Score -34047.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -34055.835938 Penalty: 626.488281
	Iteration 24Q: 3 clusters Score -34055.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -34059.859375 Penalty: 626.488281
	Iteration 25Q: 3 clusters Score -34059.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -34061.632812 Penalty: 626.488281
	Iteration 26Q: 3 clusters Score -34061.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -34063.675781 Penalty: 626.488281
	Iteration 27Q: 3 clusters Score -34063.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -34065.312500 Penalty: 626.488281
	Iteration 28Q: 3 clusters Score -34065.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34066.675781 Penalty: 626.488281
	Iteration 29Q: 3 clusters Score -34066.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -34067.281250 Penalty: 626.488281
	Iteration 30Q: 3 clusters Score -34067.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -34067.281250 Penalty: 626.488281
	Iteration 31F: 3 clusters Score -34067.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20758 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 480737 members 
Mstep: Class 5 contains 11433 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14292 members 
Mstep: Class 8 contains 12798 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4531 members 
Mstep: Class 11 contains 8076 members 
Mstep: Class 12 contains 561360 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107010 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14184 members 
Mstep: Class 23 contains 7947 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 9652 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2657 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15121 members 
Mstep: Class 32 contains 2881 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4831 members 
Mstep: Class 38 contains 10844 members 
Mstep: Class 39 contains 1024 members 
Mstep: Class 40 contains 1484 members 
Mstep: Class 41 contains 1655 members 
Mstep: Class 42 contains 282 members 
Entering Unmasked Estep 
Score: -50373852.000000 Penalty: 27027.978516
Splitting cluster 35 changes total score from -50374208.000000 to -50373852.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (2176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Entering Unmasked Estep 
Score: -80437.367188 Penalty: 349.678589
	Iteration 0F: 2 clusters Score -80437.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -78907.273438 Penalty: 699.357178
	Iteration 0F: 3 clusters Score -78907.27 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -79509.117188 Penalty: 699.357178
	Iteration 1F: 3 clusters Score -79509.12 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -79622.500000 Penalty: 699.357178
	Iteration 2F: 3 clusters Score -79622.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -79700.359375 Penalty: 699.357178
	Iteration 3F: 3 clusters Score -79700.36 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -79776.007812 Penalty: 699.357178
	Iteration 4F: 3 clusters Score -79776.01 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -79832.937500 Penalty: 699.357178
	Iteration 5Q: 3 clusters Score -79832.94 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -79882.328125 Penalty: 699.357178
	Iteration 6Q: 3 clusters Score -79882.33 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -79922.710938 Penalty: 699.357178
	Iteration 7Q: 3 clusters Score -79922.71 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -79960.359375 Penalty: 699.357178
	Iteration 8Q: 3 clusters Score -79960.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -79989.242188 Penalty: 699.357178
	Iteration 9Q: 3 clusters Score -79989.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -80019.789062 Penalty: 699.357178
	Iteration 10Q: 3 clusters Score -80019.79 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -80043.210938 Penalty: 699.357178
	Iteration 11Q: 3 clusters Score -80043.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -80062.843750 Penalty: 699.357178
	Iteration 12Q: 3 clusters Score -80062.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -80081.250000 Penalty: 699.357178
	Iteration 13Q: 3 clusters Score -80081.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -80109.203125 Penalty: 699.357178
	Iteration 14Q: 3 clusters Score -80109.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -80134.976562 Penalty: 699.357178
	Iteration 15Q: 3 clusters Score -80134.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -80148.554688 Penalty: 699.357178
	Iteration 16Q: 3 clusters Score -80148.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -80161.039062 Penalty: 699.357178
	Iteration 17Q: 3 clusters Score -80161.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -80166.187500 Penalty: 699.357178
	Iteration 18Q: 3 clusters Score -80166.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -80171.187500 Penalty: 699.357178
	Iteration 19Q: 3 clusters Score -80171.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -80173.289062 Penalty: 699.357178
	Iteration 20F: 3 clusters Score -80173.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -80174.648438 Penalty: 699.357178
	Iteration 21Q: 3 clusters Score -80174.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -80175.101562 Penalty: 699.357178
	Iteration 22Q: 3 clusters Score -80175.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -80175.101562 Penalty: 699.357178
	Iteration 23F: 3 clusters Score -80175.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Entering Unmasked Estep 
Score: -171044.796875 Penalty: 385.967804
	Iteration 0F: 2 clusters Score -171044.8 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 2433 members 
Entering Unmasked Estep 
Score: -167783.015625 Penalty: 771.935608
	Iteration 0F: 3 clusters Score -167783 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -169095.078125 Penalty: 771.935608
	Iteration 1F: 3 clusters Score -169095.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -169324.734375 Penalty: 771.935608
	Iteration 2F: 3 clusters Score -169324.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -169539.062500 Penalty: 771.935608
	Iteration 3F: 3 clusters Score -169539.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -169711.265625 Penalty: 771.935608
	Iteration 4F: 3 clusters Score -169711.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -169848.265625 Penalty: 771.935608
	Iteration 5F: 3 clusters Score -169848.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -169951.468750 Penalty: 771.935608
	Iteration 6Q: 3 clusters Score -169951.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -170037.468750 Penalty: 771.935608
	Iteration 7Q: 3 clusters Score -170037.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -170098.546875 Penalty: 771.935608
	Iteration 8Q: 3 clusters Score -170098.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -170147.390625 Penalty: 771.935608
	Iteration 9Q: 3 clusters Score -170147.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -170202.531250 Penalty: 771.935608
	Iteration 10Q: 3 clusters Score -170202.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -170262.296875 Penalty: 771.935608
	Iteration 11Q: 3 clusters Score -170262.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -170318.140625 Penalty: 771.935608
	Iteration 12Q: 3 clusters Score -170318.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -170359.281250 Penalty: 771.935608
	Iteration 13Q: 3 clusters Score -170359.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -170389.484375 Penalty: 771.935608
	Iteration 14Q: 3 clusters Score -170389.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -170424.921875 Penalty: 771.935608
	Iteration 15Q: 3 clusters Score -170424.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -170460.031250 Penalty: 771.935608
	Iteration 16Q: 3 clusters Score -170460 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -170495.687500 Penalty: 771.935608
	Iteration 17Q: 3 clusters Score -170495.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -170526.375000 Penalty: 771.935608
	Iteration 18Q: 3 clusters Score -170526.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -170554.921875 Penalty: 771.935608
	Iteration 19Q: 3 clusters Score -170554.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -170581.500000 Penalty: 771.935608
	Iteration 20F: 3 clusters Score -170581.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -170607.500000 Penalty: 771.935608
	Iteration 21Q: 3 clusters Score -170607.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -170624.765625 Penalty: 771.935608
	Iteration 22Q: 3 clusters Score -170624.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -170639.968750 Penalty: 771.935608
	Iteration 23Q: 3 clusters Score -170640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -170661.109375 Penalty: 771.935608
	Iteration 24Q: 3 clusters Score -170661.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -170676.875000 Penalty: 771.935608
	Iteration 25Q: 3 clusters Score -170676.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -170693.562500 Penalty: 771.935608
	Iteration 26Q: 3 clusters Score -170693.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -170706.937500 Penalty: 771.935608
	Iteration 27Q: 3 clusters Score -170706.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -170719.109375 Penalty: 771.935608
	Iteration 28Q: 3 clusters Score -170719.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -170732.015625 Penalty: 771.935608
	Iteration 29Q: 3 clusters Score -170732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -170743.906250 Penalty: 771.935608
	Iteration 30Q: 3 clusters Score -170743.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -170752.140625 Penalty: 771.935608
	Iteration 31Q: 3 clusters Score -170752.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -170758.718750 Penalty: 771.935608
	Iteration 32Q: 3 clusters Score -170758.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -170763.250000 Penalty: 771.935608
	Iteration 33Q: 3 clusters Score -170763.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -170767.296875 Penalty: 771.935608
	Iteration 34Q: 3 clusters Score -170767.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -170768.062500 Penalty: 771.935608
	Iteration 35Q: 3 clusters Score -170768.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -170769.750000 Penalty: 771.935608
	Iteration 36Q: 3 clusters Score -170769.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -170771.890625 Penalty: 771.935608
	Iteration 37Q: 3 clusters Score -170771.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -170773.890625 Penalty: 771.935608
	Iteration 38Q: 3 clusters Score -170773.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -170777.375000 Penalty: 771.935608
	Iteration 39Q: 3 clusters Score -170777.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -170780.078125 Penalty: 771.935608
	Iteration 40F: 3 clusters Score -170780.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -170782.000000 Penalty: 771.935608
	Iteration 41Q: 3 clusters Score -170782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -170782.546875 Penalty: 771.935608
	Iteration 42Q: 3 clusters Score -170782.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -170782.546875 Penalty: 771.935608
	Iteration 43F: 3 clusters Score -170782.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Entering Unmasked Estep 
Score: -409966.718750 Penalty: 422.757233
	Iteration 0F: 2 clusters Score -409966.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -402708.468750 Penalty: 845.514465
	Iteration 0F: 3 clusters Score -402708.5 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -405877.593750 Penalty: 845.514465
	Iteration 1F: 3 clusters Score -405877.6 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -406624.968750 Penalty: 845.514465
	Iteration 2F: 3 clusters Score -406625 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -407638.750000 Penalty: 845.514465
	Iteration 3F: 3 clusters Score -407638.8 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -408526.843750 Penalty: 845.514465
	Iteration 4F: 3 clusters Score -408526.8 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -409110.812500 Penalty: 845.514465
	Iteration 5F: 3 clusters Score -409110.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -409385.062500 Penalty: 845.514465
	Iteration 6Q: 3 clusters Score -409385.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -409530.593750 Penalty: 845.514465
	Iteration 7Q: 3 clusters Score -409530.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -409640.281250 Penalty: 845.514465
	Iteration 8Q: 3 clusters Score -409640.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -409711.906250 Penalty: 845.514465
	Iteration 9Q: 3 clusters Score -409711.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -409757.875000 Penalty: 845.514465
	Iteration 10Q: 3 clusters Score -409757.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -409797.093750 Penalty: 845.514465
	Iteration 11Q: 3 clusters Score -409797.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -409826.812500 Penalty: 845.514465
	Iteration 12Q: 3 clusters Score -409826.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -409847.593750 Penalty: 845.514465
	Iteration 13Q: 3 clusters Score -409847.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -409859.562500 Penalty: 845.514465
	Iteration 14Q: 3 clusters Score -409859.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -409866.031250 Penalty: 845.514465
	Iteration 15Q: 3 clusters Score -409866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -409872.125000 Penalty: 845.514465
	Iteration 16Q: 3 clusters Score -409872.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -409876.843750 Penalty: 845.514465
	Iteration 17Q: 3 clusters Score -409876.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -409879.187500 Penalty: 845.514465
	Iteration 18Q: 3 clusters Score -409879.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -409884.125000 Penalty: 845.514465
	Iteration 19Q: 3 clusters Score -409884.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -409888.218750 Penalty: 845.514465
	Iteration 20F: 3 clusters Score -409888.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -409894.937500 Penalty: 845.514465
	Iteration 21Q: 3 clusters Score -409894.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -409897.843750 Penalty: 845.514465
	Iteration 22Q: 3 clusters Score -409897.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -409901.312500 Penalty: 845.514465
	Iteration 23Q: 3 clusters Score -409901.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -409905.500000 Penalty: 845.514465
	Iteration 24Q: 3 clusters Score -409905.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -409907.062500 Penalty: 845.514465
	Iteration 25Q: 3 clusters Score -409907.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -409908.593750 Penalty: 845.514465
	Iteration 26Q: 3 clusters Score -409908.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -409910.906250 Penalty: 845.514465
	Iteration 27Q: 3 clusters Score -409910.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -409910.750000 Penalty: 845.514465
	Iteration 28Q: 3 clusters Score -409910.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -409910.843750 Penalty: 845.514465
	Iteration 29Q: 3 clusters Score -409910.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -409911.093750 Penalty: 845.514465
	Iteration 30Q: 3 clusters Score -409911.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -409911.187500 Penalty: 845.514465
	Iteration 31Q: 3 clusters Score -409911.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -409910.875000 Penalty: 845.514465
	Iteration 32Q: 3 clusters Score -409910.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -409911.125000 Penalty: 845.514465
	Iteration 33Q: 3 clusters Score -409911.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -409911.125000 Penalty: 845.514465
	Iteration 34Q: 3 clusters Score -409911.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -409911.125000 Penalty: 845.514465
	Iteration 35F: 3 clusters Score -409911.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -35290.488281 Penalty: 315.381958
	Iteration 0F: 2 clusters Score -35290.49 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 494 members 
Entering Unmasked Estep 
Score: -34499.726562 Penalty: 630.763916
	Iteration 0F: 3 clusters Score -34499.73 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -34740.464844 Penalty: 630.763916
	Iteration 1F: 3 clusters Score -34740.46 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -34796.878906 Penalty: 630.763916
	Iteration 2F: 3 clusters Score -34796.88 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -34852.871094 Penalty: 630.763916
	Iteration 3F: 3 clusters Score -34852.87 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -34886.320312 Penalty: 630.763916
	Iteration 4Q: 3 clusters Score -34886.32 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -34923.871094 Penalty: 630.763916
	Iteration 5Q: 3 clusters Score -34923.87 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -34965.812500 Penalty: 630.763916
	Iteration 6F: 3 clusters Score -34965.81 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -34994.175781 Penalty: 630.763916
	Iteration 7Q: 3 clusters Score -34994.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -35023.441406 Penalty: 630.763916
	Iteration 8Q: 3 clusters Score -35023.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -35047.808594 Penalty: 630.763916
	Iteration 9Q: 3 clusters Score -35047.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -35059.921875 Penalty: 630.763916
	Iteration 10Q: 3 clusters Score -35059.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -35069.089844 Penalty: 630.763916
	Iteration 11Q: 3 clusters Score -35069.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -35076.039062 Penalty: 630.763916
	Iteration 12Q: 3 clusters Score -35076.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -35082.480469 Penalty: 630.763916
	Iteration 13Q: 3 clusters Score -35082.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -35087.359375 Penalty: 630.763916
	Iteration 14Q: 3 clusters Score -35087.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -35090.593750 Penalty: 630.763916
	Iteration 15Q: 3 clusters Score -35090.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -35092.722656 Penalty: 630.763916
	Iteration 16Q: 3 clusters Score -35092.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -35097.871094 Penalty: 630.763916
	Iteration 17Q: 3 clusters Score -35097.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -35099.933594 Penalty: 630.763916
	Iteration 18Q: 3 clusters Score -35099.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -35101.101562 Penalty: 630.763916
	Iteration 19Q: 3 clusters Score -35101.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -35101.652344 Penalty: 630.763916
	Iteration 20F: 3 clusters Score -35101.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Entering Unmasked Estep 
Score: -41184.769531 Penalty: 332.263580
	Iteration 0F: 2 clusters Score -41184.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -40091.078125 Penalty: 664.527161
	Iteration 0F: 3 clusters Score -40091.08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -40539.570312 Penalty: 664.527161
	Iteration 1F: 3 clusters Score -40539.57 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -40719.464844 Penalty: 664.527161
	Iteration 2F: 3 clusters Score -40719.46 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -40852.449219 Penalty: 664.527161
	Iteration 3F: 3 clusters Score -40852.45 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -40951.898438 Penalty: 664.527161
	Iteration 4F: 3 clusters Score -40951.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -41003.441406 Penalty: 664.527161
	Iteration 5Q: 3 clusters Score -41003.44 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -41051.277344 Penalty: 664.527161
	Iteration 6Q: 3 clusters Score -41051.28 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -41093.886719 Penalty: 664.527161
	Iteration 7Q: 3 clusters Score -41093.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -41117.335938 Penalty: 664.527161
	Iteration 8Q: 3 clusters Score -41117.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -41141.398438 Penalty: 664.527161
	Iteration 9Q: 3 clusters Score -41141.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -41167.933594 Penalty: 664.527161
	Iteration 10Q: 3 clusters Score -41167.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -41190.062500 Penalty: 664.527161
	Iteration 11Q: 3 clusters Score -41190.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41204.679688 Penalty: 664.527161
	Iteration 12Q: 3 clusters Score -41204.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41216.660156 Penalty: 664.527161
	Iteration 13Q: 3 clusters Score -41216.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41223.144531 Penalty: 664.527161
	Iteration 14Q: 3 clusters Score -41223.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41225.585938 Penalty: 664.527161
	Iteration 15Q: 3 clusters Score -41225.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41226.707031 Penalty: 664.527161
	Iteration 16Q: 3 clusters Score -41226.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41228.011719 Penalty: 664.527161
	Iteration 17Q: 3 clusters Score -41228.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41228.710938 Penalty: 664.527161
	Iteration 18Q: 3 clusters Score -41228.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41229.015625 Penalty: 664.527161
	Iteration 19Q: 3 clusters Score -41229.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41229.609375 Penalty: 664.527161
	Iteration 20F: 3 clusters Score -41229.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41229.757812 Penalty: 664.527161
	Iteration 21Q: 3 clusters Score -41229.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41229.757812 Penalty: 664.527161
	Iteration 22F: 3 clusters Score -41229.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20758 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 480737 members 
Mstep: Class 5 contains 11433 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14292 members 
Mstep: Class 8 contains 12798 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4531 members 
Mstep: Class 11 contains 8076 members 
Mstep: Class 12 contains 561360 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107010 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14184 members 
Mstep: Class 23 contains 7947 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 9652 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2657 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15121 members 
Mstep: Class 32 contains 2881 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4831 members 
Mstep: Class 38 contains 10844 members 
Mstep: Class 39 contains 1024 members 
Mstep: Class 40 contains 1286 members 
Mstep: Class 41 contains 1655 members 
Mstep: Class 42 contains 198 members 
Entering Unmasked Estep 
Score: -50373948.000000 Penalty: 27027.978516
Splitting cluster 40 changes total score from -50374208.000000 to -50373948.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (1655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Entering Unmasked Estep 
Score: -60456.460938 Penalty: 337.225800
	Iteration 0F: 2 clusters Score -60456.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -59244.804688 Penalty: 674.451599
	Iteration 0F: 3 clusters Score -59244.8 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -59648.441406 Penalty: 674.451599
	Iteration 1F: 3 clusters Score -59648.44 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -59773.453125 Penalty: 674.451599
	Iteration 2F: 3 clusters Score -59773.45 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -59858.015625 Penalty: 674.451599
	Iteration 3F: 3 clusters Score -59858.02 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -59921.812500 Penalty: 674.451599
	Iteration 4F: 3 clusters Score -59921.81 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -59990.015625 Penalty: 674.451599
	Iteration 5Q: 3 clusters Score -59990.02 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -60042.960938 Penalty: 674.451599
	Iteration 6Q: 3 clusters Score -60042.96 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -60083.304688 Penalty: 674.451599
	Iteration 7Q: 3 clusters Score -60083.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -60108.312500 Penalty: 674.451599
	Iteration 8Q: 3 clusters Score -60108.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -60133.035156 Penalty: 674.451599
	Iteration 9Q: 3 clusters Score -60133.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -60150.539062 Penalty: 674.451599
	Iteration 10Q: 3 clusters Score -60150.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -60160.125000 Penalty: 674.451599
	Iteration 11Q: 3 clusters Score -60160.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -60165.480469 Penalty: 674.451599
	Iteration 12Q: 3 clusters Score -60165.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -60169.953125 Penalty: 674.451599
	Iteration 13Q: 3 clusters Score -60169.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -60174.824219 Penalty: 674.451599
	Iteration 14Q: 3 clusters Score -60174.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -60175.988281 Penalty: 674.451599
	Iteration 15Q: 3 clusters Score -60175.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -60177.734375 Penalty: 674.451599
	Iteration 16Q: 3 clusters Score -60177.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -60178.812500 Penalty: 674.451599
	Iteration 17Q: 3 clusters Score -60178.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -60179.218750 Penalty: 674.451599
	Iteration 18Q: 3 clusters Score -60179.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -60179.429688 Penalty: 674.451599
	Iteration 19Q: 3 clusters Score -60179.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -60179.421875 Penalty: 674.451599
	Iteration 20F: 3 clusters Score -60179.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20758 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 480737 members 
Mstep: Class 5 contains 11433 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14292 members 
Mstep: Class 8 contains 12798 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4531 members 
Mstep: Class 11 contains 8076 members 
Mstep: Class 12 contains 561360 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107010 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14184 members 
Mstep: Class 23 contains 7947 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 9652 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2657 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15121 members 
Mstep: Class 32 contains 2881 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4831 members 
Mstep: Class 38 contains 10844 members 
Mstep: Class 39 contains 1024 members 
Mstep: Class 40 contains 1484 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374212.000000 Penalty: 26384.455078
Iteration 199Q: 42 clusters Score -5.037421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20758 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 480739 members 
Mstep: Class 5 contains 11433 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14293 members 
Mstep: Class 8 contains 12797 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4532 members 
Mstep: Class 11 contains 8076 members 
Mstep: Class 12 contains 561360 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107009 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14183 members 
Mstep: Class 23 contains 7947 members 
Mstep: Class 24 contains 6345 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 9652 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2657 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15122 members 
Mstep: Class 32 contains 2880 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4830 members 
Mstep: Class 38 contains 10844 members 
Mstep: Class 39 contains 1024 members 
Mstep: Class 40 contains 1483 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374212.000000 Penalty: 26384.455078
Iteration 200F: 42 clusters Score -5.037421e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20758 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 480740 members 
Mstep: Class 5 contains 11433 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14294 members 
Mstep: Class 8 contains 12797 members 
Mstep: Class 9 contains 7510 members 
Mstep: Class 10 contains 4529 members 
Mstep: Class 11 contains 8076 members 
Mstep: Class 12 contains 561364 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107008 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 1976 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14183 members 
Mstep: Class 23 contains 7947 members 
Mstep: Class 24 contains 6346 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 9650 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2656 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15120 members 
Mstep: Class 32 contains 2880 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4827 members 
Mstep: Class 38 contains 10844 members 
Mstep: Class 39 contains 1024 members 
Mstep: Class 40 contains 1487 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374184.000000 Penalty: 26384.455078
Iteration 201Q: 42 clusters Score -5.037418e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20757 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 480739 members 
Mstep: Class 5 contains 11433 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 14295 members 
Mstep: Class 8 contains 12794 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 8076 members 
Mstep: Class 12 contains 561365 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107006 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 14638 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14184 members 
Mstep: Class 23 contains 7947 members 
Mstep: Class 24 contains 6347 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 9650 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2655 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15121 members 
Mstep: Class 32 contains 2880 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4826 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1024 members 
Mstep: Class 40 contains 1491 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374148.000000 Penalty: 26384.455078
Iteration 202Q: 42 clusters Score -5.037415e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20758 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 480736 members 
Mstep: Class 5 contains 11433 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 14295 members 
Mstep: Class 8 contains 12795 members 
Mstep: Class 9 contains 7510 members 
Mstep: Class 10 contains 4529 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 561364 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107005 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 1978 members 
Mstep: Class 17 contains 14638 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14184 members 
Mstep: Class 23 contains 7947 members 
Mstep: Class 24 contains 6347 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 9648 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2654 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15122 members 
Mstep: Class 32 contains 2880 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4825 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1024 members 
Mstep: Class 40 contains 1496 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374080.000000 Penalty: 26384.455078
Iteration 203Q: 42 clusters Score -5.037408e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20758 members 
Mstep: Class 3 contains 7928 members 
Mstep: Class 4 contains 480735 members 
Mstep: Class 5 contains 11433 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 14295 members 
Mstep: Class 8 contains 12796 members 
Mstep: Class 9 contains 7510 members 
Mstep: Class 10 contains 4530 members 
Mstep: Class 11 contains 8074 members 
Mstep: Class 12 contains 561365 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107005 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 1978 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2959 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14185 members 
Mstep: Class 23 contains 7947 members 
Mstep: Class 24 contains 6348 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 9648 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2652 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15122 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4825 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1024 members 
Mstep: Class 40 contains 1496 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374112.000000 Penalty: 26384.455078
Iteration 204Q: 42 clusters Score -5.037411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20758 members 
Mstep: Class 3 contains 7930 members 
Mstep: Class 4 contains 480734 members 
Mstep: Class 5 contains 11433 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 14295 members 
Mstep: Class 8 contains 12797 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 4529 members 
Mstep: Class 11 contains 8072 members 
Mstep: Class 12 contains 561364 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107005 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 1978 members 
Mstep: Class 17 contains 14639 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14186 members 
Mstep: Class 23 contains 7946 members 
Mstep: Class 24 contains 6348 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 9648 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2652 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15122 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4825 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1025 members 
Mstep: Class 40 contains 1496 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374116.000000 Penalty: 26384.455078
Iteration 205Q: 42 clusters Score -5.037412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20759 members 
Mstep: Class 3 contains 7931 members 
Mstep: Class 4 contains 480732 members 
Mstep: Class 5 contains 11433 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 14295 members 
Mstep: Class 8 contains 12799 members 
Mstep: Class 9 contains 7510 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 8070 members 
Mstep: Class 12 contains 561362 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107005 members 
Mstep: Class 15 contains 1088 members 
Mstep: Class 16 contains 1980 members 
Mstep: Class 17 contains 14641 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 14187 members 
Mstep: Class 23 contains 7947 members 
Mstep: Class 24 contains 6347 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 9648 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2652 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15123 members 
Mstep: Class 32 contains 2880 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4825 members 
Mstep: Class 38 contains 10844 members 
Mstep: Class 39 contains 1026 members 
Mstep: Class 40 contains 1495 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374104.000000 Penalty: 26384.455078
Iteration 206Q: 42 clusters Score -5.03741e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20759 members 
Mstep: Class 3 contains 7929 members 
Mstep: Class 4 contains 480733 members 
Mstep: Class 5 contains 11432 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 14295 members 
Mstep: Class 8 contains 12799 members 
Mstep: Class 9 contains 7510 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 8069 members 
Mstep: Class 12 contains 561361 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107005 members 
Mstep: Class 15 contains 1089 members 
Mstep: Class 16 contains 1982 members 
Mstep: Class 17 contains 14641 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 14187 members 
Mstep: Class 23 contains 7948 members 
Mstep: Class 24 contains 6347 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 9648 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2652 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15123 members 
Mstep: Class 32 contains 2880 members 
Mstep: Class 33 contains 3171 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4824 members 
Mstep: Class 38 contains 10844 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1493 members 
Mstep: Class 41 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374096.000000 Penalty: 26384.455078
Iteration 207Q: 42 clusters Score -5.03741e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20759 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 480731 members 
Mstep: Class 5 contains 11432 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 14294 members 
Mstep: Class 8 contains 12800 members 
Mstep: Class 9 contains 7510 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 561362 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107005 members 
Mstep: Class 15 contains 1088 members 
Mstep: Class 16 contains 1984 members 
Mstep: Class 17 contains 14643 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2957 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 14188 members 
Mstep: Class 23 contains 7949 members 
Mstep: Class 24 contains 6347 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 9648 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2651 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15124 members 
Mstep: Class 32 contains 2880 members 
Mstep: Class 33 contains 3172 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4823 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1494 members 
Mstep: Class 41 contains 1656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374120.000000 Penalty: 26384.455078
Iteration 208Q: 42 clusters Score -5.037412e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20760 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 480726 members 
Mstep: Class 5 contains 11432 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 14294 members 
Mstep: Class 8 contains 12804 members 
Mstep: Class 9 contains 7510 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 8064 members 
Mstep: Class 12 contains 561361 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107004 members 
Mstep: Class 15 contains 1088 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14646 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 14188 members 
Mstep: Class 23 contains 7951 members 
Mstep: Class 24 contains 6347 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 9648 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2651 members 
Mstep: Class 29 contains 11463 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15124 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3173 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1494 members 
Mstep: Class 41 contains 1656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374148.000000 Penalty: 26384.455078
Iteration 209Q: 42 clusters Score -5.037415e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480723 members 
Mstep: Class 5 contains 11432 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 14294 members 
Mstep: Class 8 contains 12805 members 
Mstep: Class 9 contains 7510 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 8064 members 
Mstep: Class 12 contains 561363 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107002 members 
Mstep: Class 15 contains 1088 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14644 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 14188 members 
Mstep: Class 23 contains 7953 members 
Mstep: Class 24 contains 6346 members 
Mstep: Class 25 contains 5329 members 
Mstep: Class 26 contains 9647 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2651 members 
Mstep: Class 29 contains 11463 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15124 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3175 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1493 members 
Mstep: Class 41 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374168.000000 Penalty: 26384.455078
Iteration 210Q: 42 clusters Score -5.037417e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7924 members 
Mstep: Class 4 contains 480723 members 
Mstep: Class 5 contains 11432 members 
Mstep: Class 6 contains 2122 members 
Mstep: Class 7 contains 14294 members 
Mstep: Class 8 contains 12805 members 
Mstep: Class 9 contains 7510 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 8063 members 
Mstep: Class 12 contains 561364 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107001 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14643 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14187 members 
Mstep: Class 23 contains 7954 members 
Mstep: Class 24 contains 6346 members 
Mstep: Class 25 contains 5328 members 
Mstep: Class 26 contains 9647 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11463 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15125 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3175 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1492 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374128.000000 Penalty: 26384.455078
Iteration 211Q: 42 clusters Score -5.037413e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480725 members 
Mstep: Class 5 contains 11431 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 14296 members 
Mstep: Class 8 contains 12806 members 
Mstep: Class 9 contains 7510 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 8061 members 
Mstep: Class 12 contains 561363 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 107000 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14641 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14186 members 
Mstep: Class 23 contains 7955 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9646 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11463 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15127 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3175 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1494 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374092.000000 Penalty: 26384.455078
Iteration 212Q: 42 clusters Score -5.037409e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480730 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2125 members 
Mstep: Class 7 contains 14297 members 
Mstep: Class 8 contains 12807 members 
Mstep: Class 9 contains 7510 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 8061 members 
Mstep: Class 12 contains 561362 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106993 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14640 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14187 members 
Mstep: Class 23 contains 7955 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9646 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11463 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15127 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3175 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1496 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374120.000000 Penalty: 26384.455078
Iteration 213Q: 42 clusters Score -5.037412e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480736 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2126 members 
Mstep: Class 7 contains 14298 members 
Mstep: Class 8 contains 12808 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 8061 members 
Mstep: Class 12 contains 561363 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106986 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14638 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14187 members 
Mstep: Class 23 contains 7955 members 
Mstep: Class 24 contains 6343 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9646 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11464 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15127 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3175 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374112.000000 Penalty: 26384.455078
Iteration 214Q: 42 clusters Score -5.037411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480744 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2127 members 
Mstep: Class 7 contains 14298 members 
Mstep: Class 8 contains 12809 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 8061 members 
Mstep: Class 12 contains 561362 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106975 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14188 members 
Mstep: Class 23 contains 7956 members 
Mstep: Class 24 contains 6342 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9646 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15127 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3176 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374132.000000 Penalty: 26384.455078
Iteration 215Q: 42 clusters Score -5.037413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480748 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 14298 members 
Mstep: Class 8 contains 12809 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 8061 members 
Mstep: Class 12 contains 561361 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106970 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14188 members 
Mstep: Class 23 contains 7956 members 
Mstep: Class 24 contains 6340 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9646 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15128 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3177 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374116.000000 Penalty: 26384.455078
Iteration 216Q: 42 clusters Score -5.037412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480755 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 14298 members 
Mstep: Class 8 contains 12809 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 8061 members 
Mstep: Class 12 contains 561361 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106962 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14188 members 
Mstep: Class 23 contains 7956 members 
Mstep: Class 24 contains 6341 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9646 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15128 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3178 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1496 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374112.000000 Penalty: 26384.455078
Iteration 217Q: 42 clusters Score -5.037411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480760 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 14298 members 
Mstep: Class 8 contains 12809 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 8061 members 
Mstep: Class 12 contains 561361 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106956 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14188 members 
Mstep: Class 23 contains 7956 members 
Mstep: Class 24 contains 6341 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9645 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15128 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3179 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374100.000000 Penalty: 26384.455078
Iteration 218Q: 42 clusters Score -5.03741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480766 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 14298 members 
Mstep: Class 8 contains 12809 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 8061 members 
Mstep: Class 12 contains 561361 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106951 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14189 members 
Mstep: Class 23 contains 7956 members 
Mstep: Class 24 contains 6341 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9645 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15128 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3178 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1496 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374116.000000 Penalty: 26384.455078
Iteration 219Q: 42 clusters Score -5.037412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480770 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 14298 members 
Mstep: Class 8 contains 12809 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 8061 members 
Mstep: Class 12 contains 561361 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106946 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14190 members 
Mstep: Class 23 contains 7956 members 
Mstep: Class 24 contains 6341 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9644 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15128 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3178 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374112.000000 Penalty: 26384.455078
Iteration 220F: 42 clusters Score -5.037411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480776 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 14298 members 
Mstep: Class 8 contains 12810 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 8061 members 
Mstep: Class 12 contains 561361 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106935 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14190 members 
Mstep: Class 23 contains 7956 members 
Mstep: Class 24 contains 6341 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9644 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15128 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3182 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374116.000000 Penalty: 26384.455078
Iteration 221Q: 42 clusters Score -5.037412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480779 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 14299 members 
Mstep: Class 8 contains 12810 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 8060 members 
Mstep: Class 12 contains 561361 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106928 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14190 members 
Mstep: Class 23 contains 7956 members 
Mstep: Class 24 contains 6341 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9644 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15128 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3186 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374144.000000 Penalty: 26384.455078
Iteration 222Q: 42 clusters Score -5.037414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480786 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 14298 members 
Mstep: Class 8 contains 12810 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 561361 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106923 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14188 members 
Mstep: Class 23 contains 7956 members 
Mstep: Class 24 contains 6341 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9644 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15128 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3188 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374116.000000 Penalty: 26384.455078
Iteration 223Q: 42 clusters Score -5.037412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480792 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 14298 members 
Mstep: Class 8 contains 12811 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 561361 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106917 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14187 members 
Mstep: Class 23 contains 7956 members 
Mstep: Class 24 contains 6341 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9644 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15128 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3188 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374096.000000 Penalty: 26384.455078
Iteration 224Q: 42 clusters Score -5.03741e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480800 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 14298 members 
Mstep: Class 8 contains 12811 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4528 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 561361 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106908 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14187 members 
Mstep: Class 23 contains 7957 members 
Mstep: Class 24 contains 6341 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9643 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15128 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3189 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374104.000000 Penalty: 26384.455078
Iteration 225Q: 42 clusters Score -5.03741e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480803 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 14298 members 
Mstep: Class 8 contains 12811 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4529 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 561361 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106902 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14188 members 
Mstep: Class 23 contains 7958 members 
Mstep: Class 24 contains 6341 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9642 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15129 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3189 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374124.000000 Penalty: 26384.455078
Iteration 226Q: 42 clusters Score -5.037412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480811 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 14298 members 
Mstep: Class 8 contains 12811 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4530 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 561360 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106894 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14188 members 
Mstep: Class 23 contains 7958 members 
Mstep: Class 24 contains 6341 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9642 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15129 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3189 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374128.000000 Penalty: 26384.455078
Iteration 227Q: 42 clusters Score -5.037413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480816 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 14298 members 
Mstep: Class 8 contains 12811 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4530 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 561360 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106888 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14189 members 
Mstep: Class 23 contains 7958 members 
Mstep: Class 24 contains 6341 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9642 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15129 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3189 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374116.000000 Penalty: 26384.455078
Iteration 228Q: 42 clusters Score -5.037412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480819 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 14298 members 
Mstep: Class 8 contains 12811 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4530 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 561360 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106884 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14189 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 6341 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9642 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15129 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3189 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374132.000000 Penalty: 26384.455078
Iteration 229Q: 42 clusters Score -5.037413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480822 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 14298 members 
Mstep: Class 8 contains 12811 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4530 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 561360 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106880 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14190 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 6341 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9642 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15129 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3189 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374112.000000 Penalty: 26384.455078
Iteration 230Q: 42 clusters Score -5.037411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480827 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 14299 members 
Mstep: Class 8 contains 12811 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4530 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 561360 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106873 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14191 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 6341 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9642 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15129 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3189 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374140.000000 Penalty: 26384.455078
Iteration 231Q: 42 clusters Score -5.037414e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480829 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 14300 members 
Mstep: Class 8 contains 12811 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4530 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 561361 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106870 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14190 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 6341 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9642 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15129 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3189 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374116.000000 Penalty: 26384.455078
Iteration 232Q: 42 clusters Score -5.037412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480831 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 12811 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4530 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 561361 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106867 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14190 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 6341 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9642 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15129 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3189 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374128.000000 Penalty: 26384.455078
Iteration 233Q: 42 clusters Score -5.037413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480834 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 12811 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4530 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 561361 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106864 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14190 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 6341 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9642 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15129 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3189 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374116.000000 Penalty: 26384.455078
Iteration 234Q: 42 clusters Score -5.037412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480834 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 12811 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4530 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 561361 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106864 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14190 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 6341 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9642 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15129 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3189 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374112.000000 Penalty: 26384.455078
Iteration 235Q: 42 clusters Score -5.037411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480834 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 12811 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4530 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 561361 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106864 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14190 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 6341 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9642 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15129 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3189 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374112.000000 Penalty: 26384.455078
Iteration 236F: 42 clusters Score -5.037411e+07 nChanged 0
Entering ConstructFrom: 
Score: -50374112.000000 Penalty: 26384.455078
Entering ConstructFrom: 
Trying to split cluster 1 (4364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Entering Unmasked Estep 
Score: -170915.062500 Penalty: 381.342072
	Iteration 0F: 2 clusters Score -170915.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -168006.015625 Penalty: 762.684143
	Iteration 0F: 3 clusters Score -168006 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -169113.187500 Penalty: 762.684143
	Iteration 1F: 3 clusters Score -169113.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -169290.562500 Penalty: 762.684143
	Iteration 2F: 3 clusters Score -169290.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -169472.234375 Penalty: 762.684143
	Iteration 3F: 3 clusters Score -169472.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -169652.375000 Penalty: 762.684143
	Iteration 4F: 3 clusters Score -169652.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -169811.171875 Penalty: 762.684143
	Iteration 5F: 3 clusters Score -169811.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -169931.890625 Penalty: 762.684143
	Iteration 6Q: 3 clusters Score -169931.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -170019.078125 Penalty: 762.684143
	Iteration 7Q: 3 clusters Score -170019.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -170067.593750 Penalty: 762.684143
	Iteration 8Q: 3 clusters Score -170067.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -170098.656250 Penalty: 762.684143
	Iteration 9Q: 3 clusters Score -170098.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -170123.687500 Penalty: 762.684143
	Iteration 10Q: 3 clusters Score -170123.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -170148.250000 Penalty: 762.684143
	Iteration 11Q: 3 clusters Score -170148.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -170181.281250 Penalty: 762.684143
	Iteration 12Q: 3 clusters Score -170181.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -170213.500000 Penalty: 762.684143
	Iteration 13Q: 3 clusters Score -170213.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -170243.046875 Penalty: 762.684143
	Iteration 14Q: 3 clusters Score -170243 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -170269.953125 Penalty: 762.684143
	Iteration 15Q: 3 clusters Score -170270 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -170293.359375 Penalty: 762.684143
	Iteration 16Q: 3 clusters Score -170293.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -170313.750000 Penalty: 762.684143
	Iteration 17Q: 3 clusters Score -170313.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -170340.328125 Penalty: 762.684143
	Iteration 18Q: 3 clusters Score -170340.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -170367.031250 Penalty: 762.684143
	Iteration 19Q: 3 clusters Score -170367 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -170388.578125 Penalty: 762.684143
	Iteration 20F: 3 clusters Score -170388.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -170404.265625 Penalty: 762.684143
	Iteration 21Q: 3 clusters Score -170404.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -170415.828125 Penalty: 762.684143
	Iteration 22Q: 3 clusters Score -170415.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -170429.546875 Penalty: 762.684143
	Iteration 23Q: 3 clusters Score -170429.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -170438.093750 Penalty: 762.684143
	Iteration 24Q: 3 clusters Score -170438.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -170444.250000 Penalty: 762.684143
	Iteration 25Q: 3 clusters Score -170444.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -170449.093750 Penalty: 762.684143
	Iteration 26Q: 3 clusters Score -170449.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -170454.468750 Penalty: 762.684143
	Iteration 27Q: 3 clusters Score -170454.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -170458.500000 Penalty: 762.684143
	Iteration 28Q: 3 clusters Score -170458.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -170461.953125 Penalty: 762.684143
	Iteration 29Q: 3 clusters Score -170462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -170464.281250 Penalty: 762.684143
	Iteration 30Q: 3 clusters Score -170464.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -170466.734375 Penalty: 762.684143
	Iteration 31Q: 3 clusters Score -170466.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -170469.562500 Penalty: 762.684143
	Iteration 32Q: 3 clusters Score -170469.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -170472.984375 Penalty: 762.684143
	Iteration 33Q: 3 clusters Score -170473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -170475.781250 Penalty: 762.684143
	Iteration 34Q: 3 clusters Score -170475.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -170480.656250 Penalty: 762.684143
	Iteration 35Q: 3 clusters Score -170480.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -170484.640625 Penalty: 762.684143
	Iteration 36Q: 3 clusters Score -170484.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -170487.281250 Penalty: 762.684143
	Iteration 37Q: 3 clusters Score -170487.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -170489.187500 Penalty: 762.684143
	Iteration 38Q: 3 clusters Score -170489.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -170492.156250 Penalty: 762.684143
	Iteration 39Q: 3 clusters Score -170492.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -170493.875000 Penalty: 762.684143
	Iteration 40F: 3 clusters Score -170493.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -170496.468750 Penalty: 762.684143
	Iteration 41Q: 3 clusters Score -170496.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -170500.140625 Penalty: 762.684143
	Iteration 42Q: 3 clusters Score -170500.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -170504.718750 Penalty: 762.684143
	Iteration 43Q: 3 clusters Score -170504.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -170508.796875 Penalty: 762.684143
	Iteration 44Q: 3 clusters Score -170508.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -170510.875000 Penalty: 762.684143
	Iteration 45Q: 3 clusters Score -170510.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -170512.406250 Penalty: 762.684143
	Iteration 46Q: 3 clusters Score -170512.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -170512.890625 Penalty: 762.684143
	Iteration 47Q: 3 clusters Score -170512.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -170513.171875 Penalty: 762.684143
	Iteration 48Q: 3 clusters Score -170513.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -170513.187500 Penalty: 762.684143
	Iteration 49Q: 3 clusters Score -170513.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -170513.187500 Penalty: 762.684143
	Iteration 50F: 3 clusters Score -170513.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Entering Unmasked Estep 
Score: -779653.437500 Penalty: 452.312195
	Iteration 0F: 2 clusters Score -779653.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -765656.312500 Penalty: 904.624390
	Iteration 0F: 3 clusters Score -765656.3 nChanged 9893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -771650.312500 Penalty: 904.624390
	Iteration 1F: 3 clusters Score -771650.3 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -772145.125000 Penalty: 904.624390
	Iteration 2Q: 3 clusters Score -772145.1 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -773005.437500 Penalty: 904.624390
	Iteration 3F: 3 clusters Score -773005.4 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -774295.437500 Penalty: 904.624390
	Iteration 4F: 3 clusters Score -774295.4 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -775574.437500 Penalty: 904.624390
	Iteration 5F: 3 clusters Score -775574.4 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -776330.250000 Penalty: 904.624390
	Iteration 6F: 3 clusters Score -776330.2 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -776788.750000 Penalty: 904.624390
	Iteration 7Q: 3 clusters Score -776788.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -777082.312500 Penalty: 904.624390
	Iteration 8Q: 3 clusters Score -777082.3 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -777339.062500 Penalty: 904.624390
	Iteration 9Q: 3 clusters Score -777339.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -777621.625000 Penalty: 904.624390
	Iteration 10Q: 3 clusters Score -777621.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -777903.562500 Penalty: 904.624390
	Iteration 11Q: 3 clusters Score -777903.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -778149.687500 Penalty: 904.624390
	Iteration 12Q: 3 clusters Score -778149.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -778363.812500 Penalty: 904.624390
	Iteration 13Q: 3 clusters Score -778363.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -778557.125000 Penalty: 904.624390
	Iteration 14Q: 3 clusters Score -778557.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -778743.875000 Penalty: 904.624390
	Iteration 15Q: 3 clusters Score -778743.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -778893.687500 Penalty: 904.624390
	Iteration 16Q: 3 clusters Score -778893.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -779008.625000 Penalty: 904.624390
	Iteration 17Q: 3 clusters Score -779008.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -779090.437500 Penalty: 904.624390
	Iteration 18Q: 3 clusters Score -779090.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -779153.187500 Penalty: 904.624390
	Iteration 19Q: 3 clusters Score -779153.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -779198.000000 Penalty: 904.624390
	Iteration 20F: 3 clusters Score -779198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -779214.250000 Penalty: 904.624390
	Iteration 21Q: 3 clusters Score -779214.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -779224.687500 Penalty: 904.624390
	Iteration 22Q: 3 clusters Score -779224.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -779235.437500 Penalty: 904.624390
	Iteration 23Q: 3 clusters Score -779235.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -779239.812500 Penalty: 904.624390
	Iteration 24Q: 3 clusters Score -779239.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -779247.687500 Penalty: 904.624390
	Iteration 25Q: 3 clusters Score -779247.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -779250.562500 Penalty: 904.624390
	Iteration 26Q: 3 clusters Score -779250.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -779254.437500 Penalty: 904.624390
	Iteration 27Q: 3 clusters Score -779254.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -779257.437500 Penalty: 904.624390
	Iteration 28Q: 3 clusters Score -779257.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -779260.000000 Penalty: 904.624390
	Iteration 29Q: 3 clusters Score -779260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -779264.125000 Penalty: 904.624390
	Iteration 30Q: 3 clusters Score -779264.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -779268.500000 Penalty: 904.624390
	Iteration 31Q: 3 clusters Score -779268.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -779271.312500 Penalty: 904.624390
	Iteration 32Q: 3 clusters Score -779271.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -779273.812500 Penalty: 904.624390
	Iteration 33Q: 3 clusters Score -779273.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -779276.187500 Penalty: 904.624390
	Iteration 34Q: 3 clusters Score -779276.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -779277.937500 Penalty: 904.624390
	Iteration 35Q: 3 clusters Score -779277.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -779279.812500 Penalty: 904.624390
	Iteration 36Q: 3 clusters Score -779279.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -779281.812500 Penalty: 904.624390
	Iteration 37Q: 3 clusters Score -779281.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -779281.812500 Penalty: 904.624390
	Iteration 38F: 3 clusters Score -779281.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Entering Unmasked Estep 
Score: -289172.031250 Penalty: 408.488861
	Iteration 0F: 2 clusters Score -289172 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 3984 members 
Entering Unmasked Estep 
Score: -283852.781250 Penalty: 816.977722
	Iteration 0F: 3 clusters Score -283852.8 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -286151.843750 Penalty: 816.977722
	Iteration 1F: 3 clusters Score -286151.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -286457.437500 Penalty: 816.977722
	Iteration 2F: 3 clusters Score -286457.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -286841.875000 Penalty: 816.977722
	Iteration 3F: 3 clusters Score -286841.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -287266.687500 Penalty: 816.977722
	Iteration 4F: 3 clusters Score -287266.7 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -287657.718750 Penalty: 816.977722
	Iteration 5F: 3 clusters Score -287657.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -288009.437500 Penalty: 816.977722
	Iteration 6F: 3 clusters Score -288009.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -288257.250000 Penalty: 816.977722
	Iteration 7Q: 3 clusters Score -288257.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -288450.531250 Penalty: 816.977722
	Iteration 8Q: 3 clusters Score -288450.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -288607.281250 Penalty: 816.977722
	Iteration 9Q: 3 clusters Score -288607.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -288746.812500 Penalty: 816.977722
	Iteration 10Q: 3 clusters Score -288746.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -288861.312500 Penalty: 816.977722
	Iteration 11Q: 3 clusters Score -288861.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -288941.656250 Penalty: 816.977722
	Iteration 12Q: 3 clusters Score -288941.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -288990.875000 Penalty: 816.977722
	Iteration 13Q: 3 clusters Score -288990.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -289039.625000 Penalty: 816.977722
	Iteration 14Q: 3 clusters Score -289039.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -289074.687500 Penalty: 816.977722
	Iteration 15Q: 3 clusters Score -289074.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -289095.625000 Penalty: 816.977722
	Iteration 16Q: 3 clusters Score -289095.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -289110.937500 Penalty: 816.977722
	Iteration 17Q: 3 clusters Score -289110.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -289119.718750 Penalty: 816.977722
	Iteration 18Q: 3 clusters Score -289119.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -289129.687500 Penalty: 816.977722
	Iteration 19Q: 3 clusters Score -289129.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -289134.937500 Penalty: 816.977722
	Iteration 20F: 3 clusters Score -289134.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -289139.718750 Penalty: 816.977722
	Iteration 21Q: 3 clusters Score -289139.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -289144.375000 Penalty: 816.977722
	Iteration 22Q: 3 clusters Score -289144.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -289145.937500 Penalty: 816.977722
	Iteration 23Q: 3 clusters Score -289145.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -289149.187500 Penalty: 816.977722
	Iteration 24Q: 3 clusters Score -289149.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -289150.250000 Penalty: 816.977722
	Iteration 25Q: 3 clusters Score -289150.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -289151.281250 Penalty: 816.977722
	Iteration 26Q: 3 clusters Score -289151.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -289151.843750 Penalty: 816.977722
	Iteration 27Q: 3 clusters Score -289151.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -289152.062500 Penalty: 816.977722
	Iteration 28Q: 3 clusters Score -289152.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -289152.062500 Penalty: 816.977722
	Iteration 29F: 3 clusters Score -289152.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (480834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480834 members 
Entering Unmasked Estep 
Score: -18439028.000000 Penalty: 595.289124
	Iteration 0F: 2 clusters Score -1.843903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240435 members 
Mstep: Class 2 contains 240399 members 
Entering Unmasked Estep 
Score: -18116118.000000 Penalty: 1190.578247
	Iteration 0F: 3 clusters Score -1.811612e+07 nChanged 238403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247748 members 
Mstep: Class 2 contains 233086 members 
Entering Unmasked Estep 
Score: -18267618.000000 Penalty: 1190.578247
	Iteration 1F: 3 clusters Score -1.826762e+07 nChanged 19921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251689 members 
Mstep: Class 2 contains 229145 members 
Entering Unmasked Estep 
Score: -18274820.000000 Penalty: 1190.578247
	Iteration 2Q: 3 clusters Score -1.827482e+07 nChanged 23492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257013 members 
Mstep: Class 2 contains 223821 members 
Entering Unmasked Estep 
Score: -18286290.000000 Penalty: 1190.578247
	Iteration 3Q: 3 clusters Score -1.828629e+07 nChanged 27670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263761 members 
Mstep: Class 2 contains 217073 members 
Entering Unmasked Estep 
Score: -18304246.000000 Penalty: 1190.578247
	Iteration 4F: 3 clusters Score -1.830425e+07 nChanged 31084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271009 members 
Mstep: Class 2 contains 209825 members 
Entering Unmasked Estep 
Score: -18328276.000000 Penalty: 1190.578247
	Iteration 5F: 3 clusters Score -1.832828e+07 nChanged 30035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277246 members 
Mstep: Class 2 contains 203588 members 
Entering Unmasked Estep 
Score: -18348750.000000 Penalty: 1190.578247
	Iteration 6F: 3 clusters Score -1.834875e+07 nChanged 22134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282578 members 
Mstep: Class 2 contains 198256 members 
Entering Unmasked Estep 
Score: -18357946.000000 Penalty: 1190.578247
	Iteration 7Q: 3 clusters Score -1.835795e+07 nChanged 12419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287939 members 
Mstep: Class 2 contains 192895 members 
Entering Unmasked Estep 
Score: -18360632.000000 Penalty: 1190.578247
	Iteration 8Q: 3 clusters Score -1.836063e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293632 members 
Mstep: Class 2 contains 187202 members 
Entering Unmasked Estep 
Score: -18362232.000000 Penalty: 1190.578247
	Iteration 9Q: 3 clusters Score -1.836223e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299853 members 
Mstep: Class 2 contains 180981 members 
Entering Unmasked Estep 
Score: -18363672.000000 Penalty: 1190.578247
	Iteration 10Q: 3 clusters Score -1.836367e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306580 members 
Mstep: Class 2 contains 174254 members 
Entering Unmasked Estep 
Score: -18365466.000000 Penalty: 1190.578247
	Iteration 11Q: 3 clusters Score -1.836547e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313893 members 
Mstep: Class 2 contains 166941 members 
Entering Unmasked Estep 
Score: -18367490.000000 Penalty: 1190.578247
	Iteration 12Q: 3 clusters Score -1.836749e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321786 members 
Mstep: Class 2 contains 159048 members 
Entering Unmasked Estep 
Score: -18369688.000000 Penalty: 1190.578247
	Iteration 13Q: 3 clusters Score -1.836969e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330501 members 
Mstep: Class 2 contains 150333 members 
Entering Unmasked Estep 
Score: -18372484.000000 Penalty: 1190.578247
	Iteration 14Q: 3 clusters Score -1.837248e+07 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340282 members 
Mstep: Class 2 contains 140552 members 
Entering Unmasked Estep 
Score: -18375426.000000 Penalty: 1190.578247
	Iteration 15Q: 3 clusters Score -1.837543e+07 nChanged 10921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351199 members 
Mstep: Class 2 contains 129635 members 
Entering Unmasked Estep 
Score: -18379172.000000 Penalty: 1190.578247
	Iteration 16Q: 3 clusters Score -1.837917e+07 nChanged 11168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362365 members 
Mstep: Class 2 contains 118469 members 
Entering Unmasked Estep 
Score: -18383154.000000 Penalty: 1190.578247
	Iteration 17Q: 3 clusters Score -1.838315e+07 nChanged 11604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373969 members 
Mstep: Class 2 contains 106865 members 
Entering Unmasked Estep 
Score: -18387336.000000 Penalty: 1190.578247
	Iteration 18Q: 3 clusters Score -1.838734e+07 nChanged 12180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386149 members 
Mstep: Class 2 contains 94685 members 
Entering Unmasked Estep 
Score: -18392192.000000 Penalty: 1190.578247
	Iteration 19Q: 3 clusters Score -1.839219e+07 nChanged 12565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398714 members 
Mstep: Class 2 contains 82120 members 
Entering Unmasked Estep 
Score: -18397188.000000 Penalty: 1190.578247
	Iteration 20F: 3 clusters Score -1.839719e+07 nChanged 12456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411170 members 
Mstep: Class 2 contains 69664 members 
Entering Unmasked Estep 
Score: -18402674.000000 Penalty: 1190.578247
	Iteration 21Q: 3 clusters Score -1.840267e+07 nChanged 12196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423366 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -18408630.000000 Penalty: 1190.578247
	Iteration 22Q: 3 clusters Score -1.840863e+07 nChanged 11238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434604 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -18414170.000000 Penalty: 1190.578247
	Iteration 23Q: 3 clusters Score -1.841417e+07 nChanged 10276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444880 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -18419298.000000 Penalty: 1190.578247
	Iteration 24Q: 3 clusters Score -1.84193e+07 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453934 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -18424064.000000 Penalty: 1190.578247
	Iteration 25Q: 3 clusters Score -1.842406e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461521 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -18427848.000000 Penalty: 1190.578247
	Iteration 26Q: 3 clusters Score -1.842785e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467543 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -18431264.000000 Penalty: 1190.578247
	Iteration 27Q: 3 clusters Score -1.843126e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472199 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -18433798.000000 Penalty: 1190.578247
	Iteration 28Q: 3 clusters Score -1.84338e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475517 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -18435438.000000 Penalty: 1190.578247
	Iteration 29Q: 3 clusters Score -1.843544e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477770 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -18436696.000000 Penalty: 1190.578247
	Iteration 30Q: 3 clusters Score -1.84367e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479163 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -18437524.000000 Penalty: 1190.578247
	Iteration 31Q: 3 clusters Score -1.843752e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479965 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -18437976.000000 Penalty: 1190.578247
	Iteration 32Q: 3 clusters Score -1.843798e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480387 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -18438218.000000 Penalty: 1190.578247
	Iteration 33Q: 3 clusters Score -1.843822e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480564 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -18438290.000000 Penalty: 1190.578247
	Iteration 34Q: 3 clusters Score -1.843829e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480660 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18438384.000000 Penalty: 1190.578247
	Iteration 35Q: 3 clusters Score -1.843838e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480703 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18438432.000000 Penalty: 1190.578247
	Iteration 36Q: 3 clusters Score -1.843843e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480717 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18438438.000000 Penalty: 1190.578247
	Iteration 37Q: 3 clusters Score -1.843844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480726 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18438438.000000 Penalty: 1190.578247
	Iteration 38Q: 3 clusters Score -1.843844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480732 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18438436.000000 Penalty: 1190.578247
	Iteration 39Q: 3 clusters Score -1.843844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480734 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -18438442.000000 Penalty: 1190.578247
	Iteration 40F: 3 clusters Score -1.843844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480735 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18438460.000000 Penalty: 1190.578247
	Iteration 41Q: 3 clusters Score -1.843846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480736 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18438464.000000 Penalty: 1190.578247
	Iteration 42Q: 3 clusters Score -1.843846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480738 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18438466.000000 Penalty: 1190.578247
	Iteration 43Q: 3 clusters Score -1.843847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480741 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18438466.000000 Penalty: 1190.578247
	Iteration 44Q: 3 clusters Score -1.843847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480741 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18438466.000000 Penalty: 1190.578247
	Iteration 45F: 3 clusters Score -1.843847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Entering Unmasked Estep 
Score: -415752.406250 Penalty: 425.151855
	Iteration 0F: 2 clusters Score -415752.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -408150.125000 Penalty: 850.303711
	Iteration 0F: 3 clusters Score -408150.1 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -411494.625000 Penalty: 850.303711
	Iteration 1F: 3 clusters Score -411494.6 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -411900.531250 Penalty: 850.303711
	Iteration 2F: 3 clusters Score -411900.5 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -412376.000000 Penalty: 850.303711
	Iteration 3F: 3 clusters Score -412376 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -412929.687500 Penalty: 850.303711
	Iteration 4F: 3 clusters Score -412929.7 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -413530.312500 Penalty: 850.303711
	Iteration 5F: 3 clusters Score -413530.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -413967.312500 Penalty: 850.303711
	Iteration 6Q: 3 clusters Score -413967.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -414344.781250 Penalty: 850.303711
	Iteration 7Q: 3 clusters Score -414344.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -414569.437500 Penalty: 850.303711
	Iteration 8Q: 3 clusters Score -414569.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -414701.500000 Penalty: 850.303711
	Iteration 9Q: 3 clusters Score -414701.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -414800.031250 Penalty: 850.303711
	Iteration 10Q: 3 clusters Score -414800 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -414888.750000 Penalty: 850.303711
	Iteration 11Q: 3 clusters Score -414888.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -414971.687500 Penalty: 850.303711
	Iteration 12Q: 3 clusters Score -414971.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -415046.500000 Penalty: 850.303711
	Iteration 13Q: 3 clusters Score -415046.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -415102.625000 Penalty: 850.303711
	Iteration 14Q: 3 clusters Score -415102.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -415142.406250 Penalty: 850.303711
	Iteration 15Q: 3 clusters Score -415142.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -415165.093750 Penalty: 850.303711
	Iteration 16Q: 3 clusters Score -415165.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -415194.093750 Penalty: 850.303711
	Iteration 17Q: 3 clusters Score -415194.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -415235.875000 Penalty: 850.303711
	Iteration 18Q: 3 clusters Score -415235.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -415272.312500 Penalty: 850.303711
	Iteration 19Q: 3 clusters Score -415272.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -415295.437500 Penalty: 850.303711
	Iteration 20F: 3 clusters Score -415295.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -415315.093750 Penalty: 850.303711
	Iteration 21Q: 3 clusters Score -415315.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -415333.343750 Penalty: 850.303711
	Iteration 22Q: 3 clusters Score -415333.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -415349.125000 Penalty: 850.303711
	Iteration 23Q: 3 clusters Score -415349.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -415359.000000 Penalty: 850.303711
	Iteration 24Q: 3 clusters Score -415359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -415367.468750 Penalty: 850.303711
	Iteration 25Q: 3 clusters Score -415367.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -415375.437500 Penalty: 850.303711
	Iteration 26Q: 3 clusters Score -415375.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -415380.031250 Penalty: 850.303711
	Iteration 27Q: 3 clusters Score -415380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -415387.781250 Penalty: 850.303711
	Iteration 28Q: 3 clusters Score -415387.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -415391.375000 Penalty: 850.303711
	Iteration 29Q: 3 clusters Score -415391.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -415393.125000 Penalty: 850.303711
	Iteration 30Q: 3 clusters Score -415393.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -415395.656250 Penalty: 850.303711
	Iteration 31Q: 3 clusters Score -415395.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -415397.250000 Penalty: 850.303711
	Iteration 32Q: 3 clusters Score -415397.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -415398.750000 Penalty: 850.303711
	Iteration 33Q: 3 clusters Score -415398.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -415398.718750 Penalty: 850.303711
	Iteration 34Q: 3 clusters Score -415398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -415399.812500 Penalty: 850.303711
	Iteration 35Q: 3 clusters Score -415399.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -415399.125000 Penalty: 850.303711
	Iteration 36Q: 3 clusters Score -415399.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -415399.125000 Penalty: 850.303711
	Iteration 37F: 3 clusters Score -415399.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Entering Unmasked Estep 
Score: -75100.789062 Penalty: 348.685059
	Iteration 0F: 2 clusters Score -75100.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -73571.140625 Penalty: 697.370117
	Iteration 0F: 3 clusters Score -73571.14 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -74104.250000 Penalty: 697.370117
	Iteration 1F: 3 clusters Score -74104.25 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -74192.289062 Penalty: 697.370117
	Iteration 2F: 3 clusters Score -74192.29 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -74266.195312 Penalty: 697.370117
	Iteration 3F: 3 clusters Score -74266.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -74325.132812 Penalty: 697.370117
	Iteration 4F: 3 clusters Score -74325.13 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -74374.085938 Penalty: 697.370117
	Iteration 5Q: 3 clusters Score -74374.09 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -74431.250000 Penalty: 697.370117
	Iteration 6Q: 3 clusters Score -74431.25 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -74497.726562 Penalty: 697.370117
	Iteration 7Q: 3 clusters Score -74497.73 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74581.570312 Penalty: 697.370117
	Iteration 8Q: 3 clusters Score -74581.57 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -74653.085938 Penalty: 697.370117
	Iteration 9Q: 3 clusters Score -74653.09 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -74716.656250 Penalty: 697.370117
	Iteration 10Q: 3 clusters Score -74716.66 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -74765.632812 Penalty: 697.370117
	Iteration 11Q: 3 clusters Score -74765.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -74791.492188 Penalty: 697.370117
	Iteration 12Q: 3 clusters Score -74791.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -74811.421875 Penalty: 697.370117
	Iteration 13Q: 3 clusters Score -74811.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -74815.765625 Penalty: 697.370117
	Iteration 14Q: 3 clusters Score -74815.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -74817.421875 Penalty: 697.370117
	Iteration 15Q: 3 clusters Score -74817.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -74819.492188 Penalty: 697.370117
	Iteration 16Q: 3 clusters Score -74819.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -74822.585938 Penalty: 697.370117
	Iteration 17Q: 3 clusters Score -74822.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -74823.968750 Penalty: 697.370117
	Iteration 18Q: 3 clusters Score -74823.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -74826.289062 Penalty: 697.370117
	Iteration 19Q: 3 clusters Score -74826.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -74829.031250 Penalty: 697.370117
	Iteration 20F: 3 clusters Score -74829.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -74831.320312 Penalty: 697.370117
	Iteration 21Q: 3 clusters Score -74831.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -74831.992188 Penalty: 697.370117
	Iteration 22Q: 3 clusters Score -74831.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -74831.992188 Penalty: 697.370117
	Iteration 23F: 3 clusters Score -74831.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Entering Unmasked Estep 
Score: -521135.781250 Penalty: 435.347839
	Iteration 0F: 2 clusters Score -521135.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -511570.156250 Penalty: 870.695679
	Iteration 0F: 3 clusters Score -511570.2 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -515661.406250 Penalty: 870.695679
	Iteration 1F: 3 clusters Score -515661.4 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -516070.125000 Penalty: 870.695679
	Iteration 2F: 3 clusters Score -516070.1 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -516577.125000 Penalty: 870.695679
	Iteration 3F: 3 clusters Score -516577.1 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -517229.031250 Penalty: 870.695679
	Iteration 4F: 3 clusters Score -517229 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -517929.500000 Penalty: 870.695679
	Iteration 5F: 3 clusters Score -517929.5 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -518459.218750 Penalty: 870.695679
	Iteration 6F: 3 clusters Score -518459.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -518735.312500 Penalty: 870.695679
	Iteration 7Q: 3 clusters Score -518735.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -518891.125000 Penalty: 870.695679
	Iteration 8Q: 3 clusters Score -518891.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -519011.468750 Penalty: 870.695679
	Iteration 9Q: 3 clusters Score -519011.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -519113.250000 Penalty: 870.695679
	Iteration 10Q: 3 clusters Score -519113.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -519198.250000 Penalty: 870.695679
	Iteration 11Q: 3 clusters Score -519198.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -519260.000000 Penalty: 870.695679
	Iteration 12Q: 3 clusters Score -519260 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -519323.000000 Penalty: 870.695679
	Iteration 13Q: 3 clusters Score -519323 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -519405.156250 Penalty: 870.695679
	Iteration 14Q: 3 clusters Score -519405.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -519503.375000 Penalty: 870.695679
	Iteration 15Q: 3 clusters Score -519503.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -519602.750000 Penalty: 870.695679
	Iteration 16Q: 3 clusters Score -519602.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -519731.281250 Penalty: 870.695679
	Iteration 17Q: 3 clusters Score -519731.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -519879.968750 Penalty: 870.695679
	Iteration 18Q: 3 clusters Score -519880 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -520033.625000 Penalty: 870.695679
	Iteration 19Q: 3 clusters Score -520033.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -520223.500000 Penalty: 870.695679
	Iteration 20F: 3 clusters Score -520223.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -520402.187500 Penalty: 870.695679
	Iteration 21Q: 3 clusters Score -520402.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -520531.000000 Penalty: 870.695679
	Iteration 22Q: 3 clusters Score -520531 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -520641.218750 Penalty: 870.695679
	Iteration 23Q: 3 clusters Score -520641.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -520719.656250 Penalty: 870.695679
	Iteration 24Q: 3 clusters Score -520719.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -520771.375000 Penalty: 870.695679
	Iteration 25Q: 3 clusters Score -520771.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -520806.406250 Penalty: 870.695679
	Iteration 26Q: 3 clusters Score -520806.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -520838.812500 Penalty: 870.695679
	Iteration 27Q: 3 clusters Score -520838.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -520873.531250 Penalty: 870.695679
	Iteration 28Q: 3 clusters Score -520873.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -520896.281250 Penalty: 870.695679
	Iteration 29Q: 3 clusters Score -520896.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -520913.531250 Penalty: 870.695679
	Iteration 30Q: 3 clusters Score -520913.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -520926.187500 Penalty: 870.695679
	Iteration 31Q: 3 clusters Score -520926.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -520933.843750 Penalty: 870.695679
	Iteration 32Q: 3 clusters Score -520933.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -520941.031250 Penalty: 870.695679
	Iteration 33Q: 3 clusters Score -520941 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -520945.437500 Penalty: 870.695679
	Iteration 34Q: 3 clusters Score -520945.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -520948.406250 Penalty: 870.695679
	Iteration 35Q: 3 clusters Score -520948.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -520955.531250 Penalty: 870.695679
	Iteration 36Q: 3 clusters Score -520955.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -520958.000000 Penalty: 870.695679
	Iteration 37Q: 3 clusters Score -520958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -520961.281250 Penalty: 870.695679
	Iteration 38Q: 3 clusters Score -520961.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -520966.093750 Penalty: 870.695679
	Iteration 39Q: 3 clusters Score -520966.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -520971.968750 Penalty: 870.695679
	Iteration 40F: 3 clusters Score -520972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -520977.218750 Penalty: 870.695679
	Iteration 41Q: 3 clusters Score -520977.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -520980.062500 Penalty: 870.695679
	Iteration 42Q: 3 clusters Score -520980.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -520984.156250 Penalty: 870.695679
	Iteration 43Q: 3 clusters Score -520984.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -520987.656250 Penalty: 870.695679
	Iteration 44Q: 3 clusters Score -520987.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -520993.156250 Penalty: 870.695679
	Iteration 45Q: 3 clusters Score -520993.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -521001.687500 Penalty: 870.695679
	Iteration 46Q: 3 clusters Score -521001.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -521007.531250 Penalty: 870.695679
	Iteration 47Q: 3 clusters Score -521007.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -521010.625000 Penalty: 870.695679
	Iteration 48Q: 3 clusters Score -521010.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -521016.531250 Penalty: 870.695679
	Iteration 49Q: 3 clusters Score -521016.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -521020.812500 Penalty: 870.695679
	Iteration 50Q: 3 clusters Score -521020.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -521024.000000 Penalty: 870.695679
	Iteration 51Q: 3 clusters Score -521024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -521026.500000 Penalty: 870.695679
	Iteration 52Q: 3 clusters Score -521026.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -521029.718750 Penalty: 870.695679
	Iteration 53Q: 3 clusters Score -521029.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -521033.031250 Penalty: 870.695679
	Iteration 54Q: 3 clusters Score -521033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -521036.437500 Penalty: 870.695679
	Iteration 55Q: 3 clusters Score -521036.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -521040.156250 Penalty: 870.695679
	Iteration 56Q: 3 clusters Score -521040.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -521043.718750 Penalty: 870.695679
	Iteration 57Q: 3 clusters Score -521043.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -521045.125000 Penalty: 870.695679
	Iteration 58Q: 3 clusters Score -521045.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -521047.593750 Penalty: 870.695679
	Iteration 59Q: 3 clusters Score -521047.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -521049.468750 Penalty: 870.695679
	Iteration 60F: 3 clusters Score -521049.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -521052.625000 Penalty: 870.695679
	Iteration 61Q: 3 clusters Score -521052.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -521053.093750 Penalty: 870.695679
	Iteration 62Q: 3 clusters Score -521053.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -521051.875000 Penalty: 870.695679
	Iteration 63Q: 3 clusters Score -521051.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -521054.093750 Penalty: 870.695679
	Iteration 64Q: 3 clusters Score -521054.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -521053.843750 Penalty: 870.695679
	Iteration 65Q: 3 clusters Score -521053.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -521055.968750 Penalty: 870.695679
	Iteration 66Q: 3 clusters Score -521056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -521057.781250 Penalty: 870.695679
	Iteration 67Q: 3 clusters Score -521057.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -521058.406250 Penalty: 870.695679
	Iteration 68Q: 3 clusters Score -521058.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -521058.187500 Penalty: 870.695679
	Iteration 69Q: 3 clusters Score -521058.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -521059.562500 Penalty: 870.695679
	Iteration 70Q: 3 clusters Score -521059.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -521059.625000 Penalty: 870.695679
	Iteration 71Q: 3 clusters Score -521059.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -521060.031250 Penalty: 870.695679
	Iteration 72Q: 3 clusters Score -521060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -521060.906250 Penalty: 870.695679
	Iteration 73Q: 3 clusters Score -521060.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -521061.718750 Penalty: 870.695679
	Iteration 74Q: 3 clusters Score -521061.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -521062.218750 Penalty: 870.695679
	Iteration 75Q: 3 clusters Score -521062.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -521062.687500 Penalty: 870.695679
	Iteration 76Q: 3 clusters Score -521062.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -521062.593750 Penalty: 870.695679
	Iteration 77Q: 3 clusters Score -521062.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -521064.750000 Penalty: 870.695679
	Iteration 78Q: 3 clusters Score -521064.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -521067.718750 Penalty: 870.695679
	Iteration 79Q: 3 clusters Score -521067.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -521068.406250 Penalty: 870.695679
	Iteration 80F: 3 clusters Score -521068.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -521068.437500 Penalty: 870.695679
	Iteration 81Q: 3 clusters Score -521068.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -521069.406250 Penalty: 870.695679
	Iteration 82Q: 3 clusters Score -521069.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -521068.875000 Penalty: 870.695679
	Iteration 83Q: 3 clusters Score -521068.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -521069.218750 Penalty: 870.695679
	Iteration 84Q: 3 clusters Score -521069.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -521068.750000 Penalty: 870.695679
	Iteration 85Q: 3 clusters Score -521068.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -521069.250000 Penalty: 870.695679
	Iteration 86Q: 3 clusters Score -521069.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -521069.250000 Penalty: 870.695679
	Iteration 87F: 3 clusters Score -521069.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Entering Unmasked Estep 
Score: -469711.125000 Penalty: 430.341705
	Iteration 0F: 2 clusters Score -469711.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -461273.718750 Penalty: 860.683411
	Iteration 0F: 3 clusters Score -461273.7 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -464895.031250 Penalty: 860.683411
	Iteration 1F: 3 clusters Score -464895 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -465294.156250 Penalty: 860.683411
	Iteration 2F: 3 clusters Score -465294.2 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -465705.093750 Penalty: 860.683411
	Iteration 3F: 3 clusters Score -465705.1 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -466171.125000 Penalty: 860.683411
	Iteration 4F: 3 clusters Score -466171.1 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -466633.500000 Penalty: 860.683411
	Iteration 5F: 3 clusters Score -466633.5 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -466980.218750 Penalty: 860.683411
	Iteration 6Q: 3 clusters Score -466980.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -467172.187500 Penalty: 860.683411
	Iteration 7Q: 3 clusters Score -467172.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -467238.000000 Penalty: 860.683411
	Iteration 8Q: 3 clusters Score -467238 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -467280.968750 Penalty: 860.683411
	Iteration 9Q: 3 clusters Score -467281 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -467309.156250 Penalty: 860.683411
	Iteration 10Q: 3 clusters Score -467309.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -467325.906250 Penalty: 860.683411
	Iteration 11Q: 3 clusters Score -467325.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -467339.437500 Penalty: 860.683411
	Iteration 12Q: 3 clusters Score -467339.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -467351.937500 Penalty: 860.683411
	Iteration 13Q: 3 clusters Score -467351.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -467362.062500 Penalty: 860.683411
	Iteration 14Q: 3 clusters Score -467362.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -467373.468750 Penalty: 860.683411
	Iteration 15Q: 3 clusters Score -467373.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -467386.625000 Penalty: 860.683411
	Iteration 16Q: 3 clusters Score -467386.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -467402.187500 Penalty: 860.683411
	Iteration 17Q: 3 clusters Score -467402.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -467415.281250 Penalty: 860.683411
	Iteration 18Q: 3 clusters Score -467415.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -467428.625000 Penalty: 860.683411
	Iteration 19Q: 3 clusters Score -467428.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -467443.125000 Penalty: 860.683411
	Iteration 20F: 3 clusters Score -467443.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -467460.687500 Penalty: 860.683411
	Iteration 21Q: 3 clusters Score -467460.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -467479.062500 Penalty: 860.683411
	Iteration 22Q: 3 clusters Score -467479.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -467502.062500 Penalty: 860.683411
	Iteration 23Q: 3 clusters Score -467502.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -467531.281250 Penalty: 860.683411
	Iteration 24Q: 3 clusters Score -467531.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -467555.812500 Penalty: 860.683411
	Iteration 25Q: 3 clusters Score -467555.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -467577.343750 Penalty: 860.683411
	Iteration 26Q: 3 clusters Score -467577.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -467601.781250 Penalty: 860.683411
	Iteration 27Q: 3 clusters Score -467601.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -467631.406250 Penalty: 860.683411
	Iteration 28Q: 3 clusters Score -467631.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -467672.781250 Penalty: 860.683411
	Iteration 29Q: 3 clusters Score -467672.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -467718.281250 Penalty: 860.683411
	Iteration 30Q: 3 clusters Score -467718.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -467781.875000 Penalty: 860.683411
	Iteration 31Q: 3 clusters Score -467781.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -467873.531250 Penalty: 860.683411
	Iteration 32Q: 3 clusters Score -467873.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -468017.875000 Penalty: 860.683411
	Iteration 33Q: 3 clusters Score -468017.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -468188.000000 Penalty: 860.683411
	Iteration 34Q: 3 clusters Score -468188 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -468388.031250 Penalty: 860.683411
	Iteration 35Q: 3 clusters Score -468388 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -468580.937500 Penalty: 860.683411
	Iteration 36Q: 3 clusters Score -468580.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -468741.218750 Penalty: 860.683411
	Iteration 37Q: 3 clusters Score -468741.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -468908.187500 Penalty: 860.683411
	Iteration 38Q: 3 clusters Score -468908.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -469027.593750 Penalty: 860.683411
	Iteration 39Q: 3 clusters Score -469027.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -469105.968750 Penalty: 860.683411
	Iteration 40F: 3 clusters Score -469106 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -469163.125000 Penalty: 860.683411
	Iteration 41Q: 3 clusters Score -469163.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -469206.625000 Penalty: 860.683411
	Iteration 42Q: 3 clusters Score -469206.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -469232.875000 Penalty: 860.683411
	Iteration 43Q: 3 clusters Score -469232.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -469250.531250 Penalty: 860.683411
	Iteration 44Q: 3 clusters Score -469250.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -469268.906250 Penalty: 860.683411
	Iteration 45Q: 3 clusters Score -469268.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -469288.968750 Penalty: 860.683411
	Iteration 46Q: 3 clusters Score -469289 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -469303.500000 Penalty: 860.683411
	Iteration 47Q: 3 clusters Score -469303.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -469312.281250 Penalty: 860.683411
	Iteration 48Q: 3 clusters Score -469312.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -469317.406250 Penalty: 860.683411
	Iteration 49Q: 3 clusters Score -469317.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -469321.343750 Penalty: 860.683411
	Iteration 50Q: 3 clusters Score -469321.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -469323.468750 Penalty: 860.683411
	Iteration 51Q: 3 clusters Score -469323.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -469325.593750 Penalty: 860.683411
	Iteration 52Q: 3 clusters Score -469325.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -469326.968750 Penalty: 860.683411
	Iteration 53Q: 3 clusters Score -469327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -469327.343750 Penalty: 860.683411
	Iteration 54Q: 3 clusters Score -469327.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -469328.343750 Penalty: 860.683411
	Iteration 55Q: 3 clusters Score -469328.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -469330.156250 Penalty: 860.683411
	Iteration 56Q: 3 clusters Score -469330.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -469332.562500 Penalty: 860.683411
	Iteration 57Q: 3 clusters Score -469332.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -469333.281250 Penalty: 860.683411
	Iteration 58Q: 3 clusters Score -469333.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -469333.125000 Penalty: 860.683411
	Iteration 59Q: 3 clusters Score -469333.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -469333.500000 Penalty: 860.683411
	Iteration 60F: 3 clusters Score -469333.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -469334.656250 Penalty: 860.683411
	Iteration 61Q: 3 clusters Score -469334.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -469334.125000 Penalty: 860.683411
	Iteration 62Q: 3 clusters Score -469334.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -469334.312500 Penalty: 860.683411
	Iteration 63Q: 3 clusters Score -469334.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -469334.375000 Penalty: 860.683411
	Iteration 64Q: 3 clusters Score -469334.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -469334.375000 Penalty: 860.683411
	Iteration 65F: 3 clusters Score -469334.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Entering Unmasked Estep 
Score: -280121.687500 Penalty: 406.035522
	Iteration 0F: 2 clusters Score -280121.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -275081.625000 Penalty: 812.071045
	Iteration 0F: 3 clusters Score -275081.6 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -277115.750000 Penalty: 812.071045
	Iteration 1F: 3 clusters Score -277115.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -277275.625000 Penalty: 812.071045
	Iteration 2Q: 3 clusters Score -277275.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -277483.031250 Penalty: 812.071045
	Iteration 3Q: 3 clusters Score -277483 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -277768.125000 Penalty: 812.071045
	Iteration 4F: 3 clusters Score -277768.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -278124.843750 Penalty: 812.071045
	Iteration 5F: 3 clusters Score -278124.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -278492.500000 Penalty: 812.071045
	Iteration 6F: 3 clusters Score -278492.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -278727.406250 Penalty: 812.071045
	Iteration 7F: 3 clusters Score -278727.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -278881.375000 Penalty: 812.071045
	Iteration 8Q: 3 clusters Score -278881.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -278956.312500 Penalty: 812.071045
	Iteration 9Q: 3 clusters Score -278956.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -279005.875000 Penalty: 812.071045
	Iteration 10Q: 3 clusters Score -279005.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -279038.843750 Penalty: 812.071045
	Iteration 11Q: 3 clusters Score -279038.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -279059.750000 Penalty: 812.071045
	Iteration 12Q: 3 clusters Score -279059.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -279080.968750 Penalty: 812.071045
	Iteration 13Q: 3 clusters Score -279081 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -279099.500000 Penalty: 812.071045
	Iteration 14Q: 3 clusters Score -279099.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -279113.250000 Penalty: 812.071045
	Iteration 15Q: 3 clusters Score -279113.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -279127.218750 Penalty: 812.071045
	Iteration 16Q: 3 clusters Score -279127.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -279141.937500 Penalty: 812.071045
	Iteration 17Q: 3 clusters Score -279141.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -279158.937500 Penalty: 812.071045
	Iteration 18Q: 3 clusters Score -279158.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -279176.875000 Penalty: 812.071045
	Iteration 19Q: 3 clusters Score -279176.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -279197.812500 Penalty: 812.071045
	Iteration 20F: 3 clusters Score -279197.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -279219.218750 Penalty: 812.071045
	Iteration 21Q: 3 clusters Score -279219.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -279245.687500 Penalty: 812.071045
	Iteration 22Q: 3 clusters Score -279245.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -279289.750000 Penalty: 812.071045
	Iteration 23Q: 3 clusters Score -279289.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -279346.562500 Penalty: 812.071045
	Iteration 24Q: 3 clusters Score -279346.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -279400.875000 Penalty: 812.071045
	Iteration 25Q: 3 clusters Score -279400.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -279460.968750 Penalty: 812.071045
	Iteration 26Q: 3 clusters Score -279461 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -279515.125000 Penalty: 812.071045
	Iteration 27Q: 3 clusters Score -279515.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -279548.718750 Penalty: 812.071045
	Iteration 28Q: 3 clusters Score -279548.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -279577.906250 Penalty: 812.071045
	Iteration 29Q: 3 clusters Score -279577.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -279599.937500 Penalty: 812.071045
	Iteration 30Q: 3 clusters Score -279599.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -279620.687500 Penalty: 812.071045
	Iteration 31Q: 3 clusters Score -279620.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -279638.468750 Penalty: 812.071045
	Iteration 32Q: 3 clusters Score -279638.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -279652.281250 Penalty: 812.071045
	Iteration 33Q: 3 clusters Score -279652.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -279666.000000 Penalty: 812.071045
	Iteration 34Q: 3 clusters Score -279666 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -279680.250000 Penalty: 812.071045
	Iteration 35Q: 3 clusters Score -279680.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -279690.625000 Penalty: 812.071045
	Iteration 36Q: 3 clusters Score -279690.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -279701.281250 Penalty: 812.071045
	Iteration 37Q: 3 clusters Score -279701.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -279714.968750 Penalty: 812.071045
	Iteration 38Q: 3 clusters Score -279715 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -279724.218750 Penalty: 812.071045
	Iteration 39Q: 3 clusters Score -279724.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -279731.843750 Penalty: 812.071045
	Iteration 40F: 3 clusters Score -279731.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -279740.531250 Penalty: 812.071045
	Iteration 41Q: 3 clusters Score -279740.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -279751.437500 Penalty: 812.071045
	Iteration 42Q: 3 clusters Score -279751.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -279756.906250 Penalty: 812.071045
	Iteration 43Q: 3 clusters Score -279756.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -279762.312500 Penalty: 812.071045
	Iteration 44Q: 3 clusters Score -279762.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -279765.187500 Penalty: 812.071045
	Iteration 45Q: 3 clusters Score -279765.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -279768.218750 Penalty: 812.071045
	Iteration 46Q: 3 clusters Score -279768.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -279770.343750 Penalty: 812.071045
	Iteration 47Q: 3 clusters Score -279770.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -279772.375000 Penalty: 812.071045
	Iteration 48Q: 3 clusters Score -279772.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -279774.187500 Penalty: 812.071045
	Iteration 49Q: 3 clusters Score -279774.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -279776.531250 Penalty: 812.071045
	Iteration 50Q: 3 clusters Score -279776.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -279777.281250 Penalty: 812.071045
	Iteration 51Q: 3 clusters Score -279777.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -279777.875000 Penalty: 812.071045
	Iteration 52Q: 3 clusters Score -279777.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -279778.218750 Penalty: 812.071045
	Iteration 53Q: 3 clusters Score -279778.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -279779.625000 Penalty: 812.071045
	Iteration 54Q: 3 clusters Score -279779.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -279779.125000 Penalty: 812.071045
	Iteration 55Q: 3 clusters Score -279779.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -279780.062500 Penalty: 812.071045
	Iteration 56Q: 3 clusters Score -279780.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -279780.781250 Penalty: 812.071045
	Iteration 57Q: 3 clusters Score -279780.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -279781.093750 Penalty: 812.071045
	Iteration 58Q: 3 clusters Score -279781.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -279783.781250 Penalty: 812.071045
	Iteration 59Q: 3 clusters Score -279783.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -279784.531250 Penalty: 812.071045
	Iteration 60F: 3 clusters Score -279784.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -279786.687500 Penalty: 812.071045
	Iteration 61Q: 3 clusters Score -279786.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -279789.343750 Penalty: 812.071045
	Iteration 62Q: 3 clusters Score -279789.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -279790.468750 Penalty: 812.071045
	Iteration 63Q: 3 clusters Score -279790.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -279790.500000 Penalty: 812.071045
	Iteration 64Q: 3 clusters Score -279790.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -279790.937500 Penalty: 812.071045
	Iteration 65Q: 3 clusters Score -279790.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -279791.375000 Penalty: 812.071045
	Iteration 66Q: 3 clusters Score -279791.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -279791.281250 Penalty: 812.071045
	Iteration 67Q: 3 clusters Score -279791.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -279791.093750 Penalty: 812.071045
	Iteration 68Q: 3 clusters Score -279791.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -279791.375000 Penalty: 812.071045
	Iteration 69Q: 3 clusters Score -279791.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -279791.375000 Penalty: 812.071045
	Iteration 70F: 3 clusters Score -279791.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Entering Unmasked Estep 
Score: -166198.859375 Penalty: 383.040710
	Iteration 0F: 2 clusters Score -166198.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -163174.656250 Penalty: 766.081421
	Iteration 0F: 3 clusters Score -163174.7 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -164468.703125 Penalty: 766.081421
	Iteration 1F: 3 clusters Score -164468.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -164681.734375 Penalty: 766.081421
	Iteration 2F: 3 clusters Score -164681.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -164873.093750 Penalty: 766.081421
	Iteration 3F: 3 clusters Score -164873.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -165059.859375 Penalty: 766.081421
	Iteration 4F: 3 clusters Score -165059.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -165205.656250 Penalty: 766.081421
	Iteration 5F: 3 clusters Score -165205.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -165299.937500 Penalty: 766.081421
	Iteration 6Q: 3 clusters Score -165299.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -165366.156250 Penalty: 766.081421
	Iteration 7Q: 3 clusters Score -165366.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -165416.203125 Penalty: 766.081421
	Iteration 8Q: 3 clusters Score -165416.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -165467.437500 Penalty: 766.081421
	Iteration 9Q: 3 clusters Score -165467.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -165533.062500 Penalty: 766.081421
	Iteration 10Q: 3 clusters Score -165533.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -165592.812500 Penalty: 766.081421
	Iteration 11Q: 3 clusters Score -165592.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -165631.953125 Penalty: 766.081421
	Iteration 12Q: 3 clusters Score -165632 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -165684.125000 Penalty: 766.081421
	Iteration 13Q: 3 clusters Score -165684.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -165734.546875 Penalty: 766.081421
	Iteration 14Q: 3 clusters Score -165734.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -165778.875000 Penalty: 766.081421
	Iteration 15Q: 3 clusters Score -165778.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -165824.062500 Penalty: 766.081421
	Iteration 16Q: 3 clusters Score -165824.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -165861.265625 Penalty: 766.081421
	Iteration 17Q: 3 clusters Score -165861.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -165880.609375 Penalty: 766.081421
	Iteration 18Q: 3 clusters Score -165880.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -165895.171875 Penalty: 766.081421
	Iteration 19Q: 3 clusters Score -165895.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -165903.250000 Penalty: 766.081421
	Iteration 20F: 3 clusters Score -165903.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -165910.046875 Penalty: 766.081421
	Iteration 21Q: 3 clusters Score -165910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -165916.328125 Penalty: 766.081421
	Iteration 22Q: 3 clusters Score -165916.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -165918.234375 Penalty: 766.081421
	Iteration 23Q: 3 clusters Score -165918.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -165920.625000 Penalty: 766.081421
	Iteration 24Q: 3 clusters Score -165920.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -165923.750000 Penalty: 766.081421
	Iteration 25Q: 3 clusters Score -165923.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -165925.843750 Penalty: 766.081421
	Iteration 26Q: 3 clusters Score -165925.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -165927.578125 Penalty: 766.081421
	Iteration 27Q: 3 clusters Score -165927.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -165928.796875 Penalty: 766.081421
	Iteration 28Q: 3 clusters Score -165928.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -165929.843750 Penalty: 766.081421
	Iteration 29Q: 3 clusters Score -165929.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -165930.250000 Penalty: 766.081421
	Iteration 30Q: 3 clusters Score -165930.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -165930.562500 Penalty: 766.081421
	Iteration 31Q: 3 clusters Score -165930.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -165930.562500 Penalty: 766.081421
	Iteration 32F: 3 clusters Score -165930.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Entering Unmasked Estep 
Score: -289413.843750 Penalty: 409.251801
	Iteration 0F: 2 clusters Score -289413.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -284073.312500 Penalty: 818.503601
	Iteration 0F: 3 clusters Score -284073.3 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -286255.406250 Penalty: 818.503601
	Iteration 1F: 3 clusters Score -286255.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -286480.437500 Penalty: 818.503601
	Iteration 2F: 3 clusters Score -286480.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -286720.187500 Penalty: 818.503601
	Iteration 3F: 3 clusters Score -286720.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -286985.968750 Penalty: 818.503601
	Iteration 4F: 3 clusters Score -286986 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -287281.218750 Penalty: 818.503601
	Iteration 5F: 3 clusters Score -287281.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -287602.968750 Penalty: 818.503601
	Iteration 6F: 3 clusters Score -287603 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -287909.968750 Penalty: 818.503601
	Iteration 7F: 3 clusters Score -287910 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -288225.593750 Penalty: 818.503601
	Iteration 8F: 3 clusters Score -288225.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -288514.562500 Penalty: 818.503601
	Iteration 9Q: 3 clusters Score -288514.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -288713.906250 Penalty: 818.503601
	Iteration 10Q: 3 clusters Score -288713.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -288840.000000 Penalty: 818.503601
	Iteration 11Q: 3 clusters Score -288840 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -288918.156250 Penalty: 818.503601
	Iteration 12Q: 3 clusters Score -288918.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -288961.500000 Penalty: 818.503601
	Iteration 13Q: 3 clusters Score -288961.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -288993.000000 Penalty: 818.503601
	Iteration 14Q: 3 clusters Score -288993 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -289015.968750 Penalty: 818.503601
	Iteration 15Q: 3 clusters Score -289016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -289033.281250 Penalty: 818.503601
	Iteration 16Q: 3 clusters Score -289033.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -289043.781250 Penalty: 818.503601
	Iteration 17Q: 3 clusters Score -289043.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -289047.687500 Penalty: 818.503601
	Iteration 18Q: 3 clusters Score -289047.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -289051.937500 Penalty: 818.503601
	Iteration 19Q: 3 clusters Score -289051.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -289056.843750 Penalty: 818.503601
	Iteration 20F: 3 clusters Score -289056.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -289059.187500 Penalty: 818.503601
	Iteration 21Q: 3 clusters Score -289059.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -289060.812500 Penalty: 818.503601
	Iteration 22Q: 3 clusters Score -289060.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -289062.625000 Penalty: 818.503601
	Iteration 23Q: 3 clusters Score -289062.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -289064.875000 Penalty: 818.503601
	Iteration 24Q: 3 clusters Score -289064.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -289066.781250 Penalty: 818.503601
	Iteration 25Q: 3 clusters Score -289066.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -289066.781250 Penalty: 818.503601
	Iteration 26F: 3 clusters Score -289066.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (561361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561361 members 
Entering Unmasked Estep 
Score: -21652378.000000 Penalty: 602.334412
	Iteration 0F: 2 clusters Score -2.165238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281433 members 
Mstep: Class 2 contains 279928 members 
Entering Unmasked Estep 
Score: -21299104.000000 Penalty: 1204.668823
	Iteration 0F: 3 clusters Score -2.12991e+07 nChanged 278076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338337 members 
Mstep: Class 2 contains 223024 members 
Entering Unmasked Estep 
Score: -21483176.000000 Penalty: 1204.668823
	Iteration 1F: 3 clusters Score -2.148318e+07 nChanged 34041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368224 members 
Mstep: Class 2 contains 193137 members 
Entering Unmasked Estep 
Score: -21502604.000000 Penalty: 1204.668823
	Iteration 2F: 3 clusters Score -2.15026e+07 nChanged 39965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402921 members 
Mstep: Class 2 contains 158440 members 
Entering Unmasked Estep 
Score: -21526994.000000 Penalty: 1204.668823
	Iteration 3F: 3 clusters Score -2.152699e+07 nChanged 39014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431809 members 
Mstep: Class 2 contains 129552 members 
Entering Unmasked Estep 
Score: -21554362.000000 Penalty: 1204.668823
	Iteration 4F: 3 clusters Score -2.155436e+07 nChanged 30584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446225 members 
Mstep: Class 2 contains 115136 members 
Entering Unmasked Estep 
Score: -21572614.000000 Penalty: 1204.668823
	Iteration 5F: 3 clusters Score -2.157261e+07 nChanged 21008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452035 members 
Mstep: Class 2 contains 109326 members 
Entering Unmasked Estep 
Score: -21579588.000000 Penalty: 1204.668823
	Iteration 6Q: 3 clusters Score -2.157959e+07 nChanged 13783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454524 members 
Mstep: Class 2 contains 106837 members 
Entering Unmasked Estep 
Score: -21581618.000000 Penalty: 1204.668823
	Iteration 7Q: 3 clusters Score -2.158162e+07 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455607 members 
Mstep: Class 2 contains 105754 members 
Entering Unmasked Estep 
Score: -21582100.000000 Penalty: 1204.668823
	Iteration 8Q: 3 clusters Score -2.15821e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456023 members 
Mstep: Class 2 contains 105338 members 
Entering Unmasked Estep 
Score: -21582224.000000 Penalty: 1204.668823
	Iteration 9Q: 3 clusters Score -2.158222e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456024 members 
Mstep: Class 2 contains 105337 members 
Entering Unmasked Estep 
Score: -21582030.000000 Penalty: 1204.668823
	Iteration 10Q: 3 clusters Score -2.158203e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455730 members 
Mstep: Class 2 contains 105631 members 
Entering Unmasked Estep 
Score: -21581846.000000 Penalty: 1204.668823
	Iteration 11Q: 3 clusters Score -2.158185e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455148 members 
Mstep: Class 2 contains 106213 members 
Entering Unmasked Estep 
Score: -21581476.000000 Penalty: 1204.668823
	Iteration 12Q: 3 clusters Score -2.158148e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454341 members 
Mstep: Class 2 contains 107020 members 
Entering Unmasked Estep 
Score: -21581270.000000 Penalty: 1204.668823
	Iteration 13Q: 3 clusters Score -2.158127e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453253 members 
Mstep: Class 2 contains 108108 members 
Entering Unmasked Estep 
Score: -21580962.000000 Penalty: 1204.668823
	Iteration 14Q: 3 clusters Score -2.158096e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451901 members 
Mstep: Class 2 contains 109460 members 
Entering Unmasked Estep 
Score: -21580556.000000 Penalty: 1204.668823
	Iteration 15Q: 3 clusters Score -2.158056e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450311 members 
Mstep: Class 2 contains 111050 members 
Entering Unmasked Estep 
Score: -21580248.000000 Penalty: 1204.668823
	Iteration 16Q: 3 clusters Score -2.158025e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448544 members 
Mstep: Class 2 contains 112817 members 
Entering Unmasked Estep 
Score: -21579662.000000 Penalty: 1204.668823
	Iteration 17Q: 3 clusters Score -2.157966e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446431 members 
Mstep: Class 2 contains 114930 members 
Entering Unmasked Estep 
Score: -21579166.000000 Penalty: 1204.668823
	Iteration 18Q: 3 clusters Score -2.157917e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443992 members 
Mstep: Class 2 contains 117369 members 
Entering Unmasked Estep 
Score: -21578942.000000 Penalty: 1204.668823
	Iteration 19Q: 3 clusters Score -2.157894e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441193 members 
Mstep: Class 2 contains 120168 members 
Entering Unmasked Estep 
Score: -21578682.000000 Penalty: 1204.668823
	Iteration 20F: 3 clusters Score -2.157868e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438081 members 
Mstep: Class 2 contains 123280 members 
Entering Unmasked Estep 
Score: -21578538.000000 Penalty: 1204.668823
	Iteration 21Q: 3 clusters Score -2.157854e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434662 members 
Mstep: Class 2 contains 126699 members 
Entering Unmasked Estep 
Score: -21577946.000000 Penalty: 1204.668823
	Iteration 22Q: 3 clusters Score -2.157795e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430974 members 
Mstep: Class 2 contains 130387 members 
Entering Unmasked Estep 
Score: -21577608.000000 Penalty: 1204.668823
	Iteration 23Q: 3 clusters Score -2.157761e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426856 members 
Mstep: Class 2 contains 134505 members 
Entering Unmasked Estep 
Score: -21577450.000000 Penalty: 1204.668823
	Iteration 24Q: 3 clusters Score -2.157745e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422389 members 
Mstep: Class 2 contains 138972 members 
Entering Unmasked Estep 
Score: -21577502.000000 Penalty: 1204.668823
	Iteration 25Q: 3 clusters Score -2.15775e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417567 members 
Mstep: Class 2 contains 143794 members 
Entering Unmasked Estep 
Score: -21578184.000000 Penalty: 1204.668823
	Iteration 26Q: 3 clusters Score -2.157818e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412789 members 
Mstep: Class 2 contains 148572 members 
Entering Unmasked Estep 
Score: -21579092.000000 Penalty: 1204.668823
	Iteration 27Q: 3 clusters Score -2.157909e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407888 members 
Mstep: Class 2 contains 153473 members 
Entering Unmasked Estep 
Score: -21579898.000000 Penalty: 1204.668823
	Iteration 28Q: 3 clusters Score -2.15799e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402961 members 
Mstep: Class 2 contains 158400 members 
Entering Unmasked Estep 
Score: -21580558.000000 Penalty: 1204.668823
	Iteration 29Q: 3 clusters Score -2.158056e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398134 members 
Mstep: Class 2 contains 163227 members 
Entering Unmasked Estep 
Score: -21581550.000000 Penalty: 1204.668823
	Iteration 30Q: 3 clusters Score -2.158155e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393595 members 
Mstep: Class 2 contains 167766 members 
Entering Unmasked Estep 
Score: -21582292.000000 Penalty: 1204.668823
	Iteration 31Q: 3 clusters Score -2.158229e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389181 members 
Mstep: Class 2 contains 172180 members 
Entering Unmasked Estep 
Score: -21582944.000000 Penalty: 1204.668823
	Iteration 32Q: 3 clusters Score -2.158294e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384943 members 
Mstep: Class 2 contains 176418 members 
Entering Unmasked Estep 
Score: -21583448.000000 Penalty: 1204.668823
	Iteration 33Q: 3 clusters Score -2.158345e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380880 members 
Mstep: Class 2 contains 180481 members 
Entering Unmasked Estep 
Score: -21583578.000000 Penalty: 1204.668823
	Iteration 34Q: 3 clusters Score -2.158358e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377205 members 
Mstep: Class 2 contains 184156 members 
Entering Unmasked Estep 
Score: -21583596.000000 Penalty: 1204.668823
	Iteration 35Q: 3 clusters Score -2.15836e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373602 members 
Mstep: Class 2 contains 187759 members 
Entering Unmasked Estep 
Score: -21583870.000000 Penalty: 1204.668823
	Iteration 36Q: 3 clusters Score -2.158387e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370177 members 
Mstep: Class 2 contains 191184 members 
Entering Unmasked Estep 
Score: -21583916.000000 Penalty: 1204.668823
	Iteration 37Q: 3 clusters Score -2.158392e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366802 members 
Mstep: Class 2 contains 194559 members 
Entering Unmasked Estep 
Score: -21584090.000000 Penalty: 1204.668823
	Iteration 38Q: 3 clusters Score -2.158409e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363522 members 
Mstep: Class 2 contains 197839 members 
Entering Unmasked Estep 
Score: -21584238.000000 Penalty: 1204.668823
	Iteration 39Q: 3 clusters Score -2.158424e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360501 members 
Mstep: Class 2 contains 200860 members 
Entering Unmasked Estep 
Score: -21584148.000000 Penalty: 1204.668823
	Iteration 40F: 3 clusters Score -2.158415e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357713 members 
Mstep: Class 2 contains 203648 members 
Entering Unmasked Estep 
Score: -21584158.000000 Penalty: 1204.668823
	Iteration 41Q: 3 clusters Score -2.158416e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354989 members 
Mstep: Class 2 contains 206372 members 
Entering Unmasked Estep 
Score: -21584362.000000 Penalty: 1204.668823
	Iteration 42Q: 3 clusters Score -2.158436e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352567 members 
Mstep: Class 2 contains 208794 members 
Entering Unmasked Estep 
Score: -21584348.000000 Penalty: 1204.668823
	Iteration 43Q: 3 clusters Score -2.158435e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350237 members 
Mstep: Class 2 contains 211124 members 
Entering Unmasked Estep 
Score: -21584446.000000 Penalty: 1204.668823
	Iteration 44Q: 3 clusters Score -2.158445e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347942 members 
Mstep: Class 2 contains 213419 members 
Entering Unmasked Estep 
Score: -21584518.000000 Penalty: 1204.668823
	Iteration 45Q: 3 clusters Score -2.158452e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345953 members 
Mstep: Class 2 contains 215408 members 
Entering Unmasked Estep 
Score: -21584506.000000 Penalty: 1204.668823
	Iteration 46Q: 3 clusters Score -2.158451e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343973 members 
Mstep: Class 2 contains 217388 members 
Entering Unmasked Estep 
Score: -21584554.000000 Penalty: 1204.668823
	Iteration 47Q: 3 clusters Score -2.158455e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342039 members 
Mstep: Class 2 contains 219322 members 
Entering Unmasked Estep 
Score: -21584584.000000 Penalty: 1204.668823
	Iteration 48Q: 3 clusters Score -2.158458e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340344 members 
Mstep: Class 2 contains 221017 members 
Entering Unmasked Estep 
Score: -21584708.000000 Penalty: 1204.668823
	Iteration 49Q: 3 clusters Score -2.158471e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338797 members 
Mstep: Class 2 contains 222564 members 
Entering Unmasked Estep 
Score: -21584848.000000 Penalty: 1204.668823
	Iteration 50Q: 3 clusters Score -2.158485e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337287 members 
Mstep: Class 2 contains 224074 members 
Entering Unmasked Estep 
Score: -21584852.000000 Penalty: 1204.668823
	Iteration 51Q: 3 clusters Score -2.158485e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335933 members 
Mstep: Class 2 contains 225428 members 
Entering Unmasked Estep 
Score: -21584910.000000 Penalty: 1204.668823
	Iteration 52Q: 3 clusters Score -2.158491e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334667 members 
Mstep: Class 2 contains 226694 members 
Entering Unmasked Estep 
Score: -21584936.000000 Penalty: 1204.668823
	Iteration 53Q: 3 clusters Score -2.158494e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333368 members 
Mstep: Class 2 contains 227993 members 
Entering Unmasked Estep 
Score: -21585046.000000 Penalty: 1204.668823
	Iteration 54Q: 3 clusters Score -2.158505e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332222 members 
Mstep: Class 2 contains 229139 members 
Entering Unmasked Estep 
Score: -21585122.000000 Penalty: 1204.668823
	Iteration 55Q: 3 clusters Score -2.158512e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331246 members 
Mstep: Class 2 contains 230115 members 
Entering Unmasked Estep 
Score: -21585214.000000 Penalty: 1204.668823
	Iteration 56Q: 3 clusters Score -2.158521e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330342 members 
Mstep: Class 2 contains 231019 members 
Entering Unmasked Estep 
Score: -21585336.000000 Penalty: 1204.668823
	Iteration 57Q: 3 clusters Score -2.158534e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329499 members 
Mstep: Class 2 contains 231862 members 
Entering Unmasked Estep 
Score: -21585442.000000 Penalty: 1204.668823
	Iteration 58Q: 3 clusters Score -2.158544e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328825 members 
Mstep: Class 2 contains 232536 members 
Entering Unmasked Estep 
Score: -21585576.000000 Penalty: 1204.668823
	Iteration 59Q: 3 clusters Score -2.158558e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328201 members 
Mstep: Class 2 contains 233160 members 
Entering Unmasked Estep 
Score: -21585550.000000 Penalty: 1204.668823
	Iteration 60F: 3 clusters Score -2.158555e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327635 members 
Mstep: Class 2 contains 233726 members 
Entering Unmasked Estep 
Score: -21585648.000000 Penalty: 1204.668823
	Iteration 61Q: 3 clusters Score -2.158565e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327190 members 
Mstep: Class 2 contains 234171 members 
Entering Unmasked Estep 
Score: -21585778.000000 Penalty: 1204.668823
	Iteration 62Q: 3 clusters Score -2.158578e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326861 members 
Mstep: Class 2 contains 234500 members 
Entering Unmasked Estep 
Score: -21585916.000000 Penalty: 1204.668823
	Iteration 63Q: 3 clusters Score -2.158592e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326600 members 
Mstep: Class 2 contains 234761 members 
Entering Unmasked Estep 
Score: -21586056.000000 Penalty: 1204.668823
	Iteration 64Q: 3 clusters Score -2.158606e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326363 members 
Mstep: Class 2 contains 234998 members 
Entering Unmasked Estep 
Score: -21586268.000000 Penalty: 1204.668823
	Iteration 65Q: 3 clusters Score -2.158627e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326149 members 
Mstep: Class 2 contains 235212 members 
Entering Unmasked Estep 
Score: -21586384.000000 Penalty: 1204.668823
	Iteration 66Q: 3 clusters Score -2.158638e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325910 members 
Mstep: Class 2 contains 235451 members 
Entering Unmasked Estep 
Score: -21586502.000000 Penalty: 1204.668823
	Iteration 67Q: 3 clusters Score -2.15865e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325757 members 
Mstep: Class 2 contains 235604 members 
Entering Unmasked Estep 
Score: -21586646.000000 Penalty: 1204.668823
	Iteration 68Q: 3 clusters Score -2.158665e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325663 members 
Mstep: Class 2 contains 235698 members 
Entering Unmasked Estep 
Score: -21586716.000000 Penalty: 1204.668823
	Iteration 69Q: 3 clusters Score -2.158672e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325653 members 
Mstep: Class 2 contains 235708 members 
Entering Unmasked Estep 
Score: -21586824.000000 Penalty: 1204.668823
	Iteration 70Q: 3 clusters Score -2.158682e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325711 members 
Mstep: Class 2 contains 235650 members 
Entering Unmasked Estep 
Score: -21586958.000000 Penalty: 1204.668823
	Iteration 71Q: 3 clusters Score -2.158696e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325755 members 
Mstep: Class 2 contains 235606 members 
Entering Unmasked Estep 
Score: -21586978.000000 Penalty: 1204.668823
	Iteration 72Q: 3 clusters Score -2.158698e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325861 members 
Mstep: Class 2 contains 235500 members 
Entering Unmasked Estep 
Score: -21587080.000000 Penalty: 1204.668823
	Iteration 73Q: 3 clusters Score -2.158708e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325962 members 
Mstep: Class 2 contains 235399 members 
Entering Unmasked Estep 
Score: -21587172.000000 Penalty: 1204.668823
	Iteration 74Q: 3 clusters Score -2.158717e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326124 members 
Mstep: Class 2 contains 235237 members 
Entering Unmasked Estep 
Score: -21587272.000000 Penalty: 1204.668823
	Iteration 75Q: 3 clusters Score -2.158727e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326318 members 
Mstep: Class 2 contains 235043 members 
Entering Unmasked Estep 
Score: -21587340.000000 Penalty: 1204.668823
	Iteration 76Q: 3 clusters Score -2.158734e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326510 members 
Mstep: Class 2 contains 234851 members 
Entering Unmasked Estep 
Score: -21587502.000000 Penalty: 1204.668823
	Iteration 77Q: 3 clusters Score -2.15875e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326705 members 
Mstep: Class 2 contains 234656 members 
Entering Unmasked Estep 
Score: -21587584.000000 Penalty: 1204.668823
	Iteration 78Q: 3 clusters Score -2.158758e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326909 members 
Mstep: Class 2 contains 234452 members 
Entering Unmasked Estep 
Score: -21587710.000000 Penalty: 1204.668823
	Iteration 79Q: 3 clusters Score -2.158771e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327045 members 
Mstep: Class 2 contains 234316 members 
Entering Unmasked Estep 
Score: -21587832.000000 Penalty: 1204.668823
	Iteration 80F: 3 clusters Score -2.158783e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327200 members 
Mstep: Class 2 contains 234161 members 
Entering Unmasked Estep 
Score: -21588002.000000 Penalty: 1204.668823
	Iteration 81Q: 3 clusters Score -2.1588e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327336 members 
Mstep: Class 2 contains 234025 members 
Entering Unmasked Estep 
Score: -21588220.000000 Penalty: 1204.668823
	Iteration 82Q: 3 clusters Score -2.158822e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327430 members 
Mstep: Class 2 contains 233931 members 
Entering Unmasked Estep 
Score: -21588494.000000 Penalty: 1204.668823
	Iteration 83Q: 3 clusters Score -2.158849e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327590 members 
Mstep: Class 2 contains 233771 members 
Entering Unmasked Estep 
Score: -21588716.000000 Penalty: 1204.668823
	Iteration 84Q: 3 clusters Score -2.158872e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327700 members 
Mstep: Class 2 contains 233661 members 
Entering Unmasked Estep 
Score: -21588814.000000 Penalty: 1204.668823
	Iteration 85Q: 3 clusters Score -2.158881e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327822 members 
Mstep: Class 2 contains 233539 members 
Entering Unmasked Estep 
Score: -21588912.000000 Penalty: 1204.668823
	Iteration 86Q: 3 clusters Score -2.158891e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328000 members 
Mstep: Class 2 contains 233361 members 
Entering Unmasked Estep 
Score: -21589150.000000 Penalty: 1204.668823
	Iteration 87Q: 3 clusters Score -2.158915e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328148 members 
Mstep: Class 2 contains 233213 members 
Entering Unmasked Estep 
Score: -21589260.000000 Penalty: 1204.668823
	Iteration 88Q: 3 clusters Score -2.158926e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328167 members 
Mstep: Class 2 contains 233194 members 
Entering Unmasked Estep 
Score: -21589380.000000 Penalty: 1204.668823
	Iteration 89Q: 3 clusters Score -2.158938e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328272 members 
Mstep: Class 2 contains 233089 members 
Entering Unmasked Estep 
Score: -21589564.000000 Penalty: 1204.668823
	Iteration 90Q: 3 clusters Score -2.158956e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328427 members 
Mstep: Class 2 contains 232934 members 
Entering Unmasked Estep 
Score: -21589698.000000 Penalty: 1204.668823
	Iteration 91Q: 3 clusters Score -2.15897e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328644 members 
Mstep: Class 2 contains 232717 members 
Entering Unmasked Estep 
Score: -21589766.000000 Penalty: 1204.668823
	Iteration 92Q: 3 clusters Score -2.158977e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328811 members 
Mstep: Class 2 contains 232550 members 
Entering Unmasked Estep 
Score: -21589868.000000 Penalty: 1204.668823
	Iteration 93Q: 3 clusters Score -2.158987e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328948 members 
Mstep: Class 2 contains 232413 members 
Entering Unmasked Estep 
Score: -21590038.000000 Penalty: 1204.668823
	Iteration 94Q: 3 clusters Score -2.159004e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329112 members 
Mstep: Class 2 contains 232249 members 
Entering Unmasked Estep 
Score: -21590114.000000 Penalty: 1204.668823
	Iteration 95Q: 3 clusters Score -2.159011e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329294 members 
Mstep: Class 2 contains 232067 members 
Entering Unmasked Estep 
Score: -21590398.000000 Penalty: 1204.668823
	Iteration 96Q: 3 clusters Score -2.15904e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329562 members 
Mstep: Class 2 contains 231799 members 
Entering Unmasked Estep 
Score: -21590578.000000 Penalty: 1204.668823
	Iteration 97Q: 3 clusters Score -2.159058e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329842 members 
Mstep: Class 2 contains 231519 members 
Entering Unmasked Estep 
Score: -21590798.000000 Penalty: 1204.668823
	Iteration 98Q: 3 clusters Score -2.15908e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330015 members 
Mstep: Class 2 contains 231346 members 
Entering Unmasked Estep 
Score: -21590990.000000 Penalty: 1204.668823
	Iteration 99Q: 3 clusters Score -2.159099e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330308 members 
Mstep: Class 2 contains 231053 members 
Entering Unmasked Estep 
Score: -21591166.000000 Penalty: 1204.668823
	Iteration 100F: 3 clusters Score -2.159117e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330551 members 
Mstep: Class 2 contains 230810 members 
Entering Unmasked Estep 
Score: -21591274.000000 Penalty: 1204.668823
	Iteration 101Q: 3 clusters Score -2.159127e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330762 members 
Mstep: Class 2 contains 230599 members 
Entering Unmasked Estep 
Score: -21591568.000000 Penalty: 1204.668823
	Iteration 102Q: 3 clusters Score -2.159157e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330954 members 
Mstep: Class 2 contains 230407 members 
Entering Unmasked Estep 
Score: -21591710.000000 Penalty: 1204.668823
	Iteration 103Q: 3 clusters Score -2.159171e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331179 members 
Mstep: Class 2 contains 230182 members 
Entering Unmasked Estep 
Score: -21591942.000000 Penalty: 1204.668823
	Iteration 104Q: 3 clusters Score -2.159194e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331416 members 
Mstep: Class 2 contains 229945 members 
Entering Unmasked Estep 
Score: -21592208.000000 Penalty: 1204.668823
	Iteration 105Q: 3 clusters Score -2.159221e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331659 members 
Mstep: Class 2 contains 229702 members 
Entering Unmasked Estep 
Score: -21592352.000000 Penalty: 1204.668823
	Iteration 106Q: 3 clusters Score -2.159235e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331930 members 
Mstep: Class 2 contains 229431 members 
Entering Unmasked Estep 
Score: -21592468.000000 Penalty: 1204.668823
	Iteration 107Q: 3 clusters Score -2.159247e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332208 members 
Mstep: Class 2 contains 229153 members 
Entering Unmasked Estep 
Score: -21592638.000000 Penalty: 1204.668823
	Iteration 108Q: 3 clusters Score -2.159264e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332557 members 
Mstep: Class 2 contains 228804 members 
Entering Unmasked Estep 
Score: -21592830.000000 Penalty: 1204.668823
	Iteration 109Q: 3 clusters Score -2.159283e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332948 members 
Mstep: Class 2 contains 228413 members 
Entering Unmasked Estep 
Score: -21593066.000000 Penalty: 1204.668823
	Iteration 110Q: 3 clusters Score -2.159307e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333220 members 
Mstep: Class 2 contains 228141 members 
Entering Unmasked Estep 
Score: -21593288.000000 Penalty: 1204.668823
	Iteration 111Q: 3 clusters Score -2.159329e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333488 members 
Mstep: Class 2 contains 227873 members 
Entering Unmasked Estep 
Score: -21593300.000000 Penalty: 1204.668823
	Iteration 112Q: 3 clusters Score -2.15933e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333749 members 
Mstep: Class 2 contains 227612 members 
Entering Unmasked Estep 
Score: -21593464.000000 Penalty: 1204.668823
	Iteration 113Q: 3 clusters Score -2.159346e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334025 members 
Mstep: Class 2 contains 227336 members 
Entering Unmasked Estep 
Score: -21593628.000000 Penalty: 1204.668823
	Iteration 114Q: 3 clusters Score -2.159363e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334230 members 
Mstep: Class 2 contains 227131 members 
Entering Unmasked Estep 
Score: -21593746.000000 Penalty: 1204.668823
	Iteration 115Q: 3 clusters Score -2.159375e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334415 members 
Mstep: Class 2 contains 226946 members 
Entering Unmasked Estep 
Score: -21593888.000000 Penalty: 1204.668823
	Iteration 116Q: 3 clusters Score -2.159389e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334702 members 
Mstep: Class 2 contains 226659 members 
Entering Unmasked Estep 
Score: -21594018.000000 Penalty: 1204.668823
	Iteration 117Q: 3 clusters Score -2.159402e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335033 members 
Mstep: Class 2 contains 226328 members 
Entering Unmasked Estep 
Score: -21594226.000000 Penalty: 1204.668823
	Iteration 118Q: 3 clusters Score -2.159423e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335419 members 
Mstep: Class 2 contains 225942 members 
Entering Unmasked Estep 
Score: -21594294.000000 Penalty: 1204.668823
	Iteration 119Q: 3 clusters Score -2.159429e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335773 members 
Mstep: Class 2 contains 225588 members 
Entering Unmasked Estep 
Score: -21594496.000000 Penalty: 1204.668823
	Iteration 120F: 3 clusters Score -2.15945e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336121 members 
Mstep: Class 2 contains 225240 members 
Entering Unmasked Estep 
Score: -21594760.000000 Penalty: 1204.668823
	Iteration 121Q: 3 clusters Score -2.159476e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336426 members 
Mstep: Class 2 contains 224935 members 
Entering Unmasked Estep 
Score: -21594826.000000 Penalty: 1204.668823
	Iteration 122Q: 3 clusters Score -2.159483e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336749 members 
Mstep: Class 2 contains 224612 members 
Entering Unmasked Estep 
Score: -21594940.000000 Penalty: 1204.668823
	Iteration 123Q: 3 clusters Score -2.159494e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337044 members 
Mstep: Class 2 contains 224317 members 
Entering Unmasked Estep 
Score: -21595162.000000 Penalty: 1204.668823
	Iteration 124Q: 3 clusters Score -2.159516e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337337 members 
Mstep: Class 2 contains 224024 members 
Entering Unmasked Estep 
Score: -21595364.000000 Penalty: 1204.668823
	Iteration 125Q: 3 clusters Score -2.159536e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337632 members 
Mstep: Class 2 contains 223729 members 
Entering Unmasked Estep 
Score: -21595516.000000 Penalty: 1204.668823
	Iteration 126Q: 3 clusters Score -2.159552e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337911 members 
Mstep: Class 2 contains 223450 members 
Entering Unmasked Estep 
Score: -21595598.000000 Penalty: 1204.668823
	Iteration 127Q: 3 clusters Score -2.15956e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338191 members 
Mstep: Class 2 contains 223170 members 
Entering Unmasked Estep 
Score: -21595732.000000 Penalty: 1204.668823
	Iteration 128Q: 3 clusters Score -2.159573e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338447 members 
Mstep: Class 2 contains 222914 members 
Entering Unmasked Estep 
Score: -21595892.000000 Penalty: 1204.668823
	Iteration 129Q: 3 clusters Score -2.159589e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338676 members 
Mstep: Class 2 contains 222685 members 
Entering Unmasked Estep 
Score: -21596168.000000 Penalty: 1204.668823
	Iteration 130Q: 3 clusters Score -2.159617e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338861 members 
Mstep: Class 2 contains 222500 members 
Entering Unmasked Estep 
Score: -21596316.000000 Penalty: 1204.668823
	Iteration 131Q: 3 clusters Score -2.159632e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339141 members 
Mstep: Class 2 contains 222220 members 
Entering Unmasked Estep 
Score: -21596532.000000 Penalty: 1204.668823
	Iteration 132Q: 3 clusters Score -2.159653e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339428 members 
Mstep: Class 2 contains 221933 members 
Entering Unmasked Estep 
Score: -21596726.000000 Penalty: 1204.668823
	Iteration 133Q: 3 clusters Score -2.159673e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339752 members 
Mstep: Class 2 contains 221609 members 
Entering Unmasked Estep 
Score: -21596810.000000 Penalty: 1204.668823
	Iteration 134Q: 3 clusters Score -2.159681e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340138 members 
Mstep: Class 2 contains 221223 members 
Entering Unmasked Estep 
Score: -21596858.000000 Penalty: 1204.668823
	Iteration 135Q: 3 clusters Score -2.159686e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340554 members 
Mstep: Class 2 contains 220807 members 
Entering Unmasked Estep 
Score: -21596862.000000 Penalty: 1204.668823
	Iteration 136Q: 3 clusters Score -2.159686e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340979 members 
Mstep: Class 2 contains 220382 members 
Entering Unmasked Estep 
Score: -21596978.000000 Penalty: 1204.668823
	Iteration 137Q: 3 clusters Score -2.159698e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341404 members 
Mstep: Class 2 contains 219957 members 
Entering Unmasked Estep 
Score: -21596978.000000 Penalty: 1204.668823
	Iteration 138Q: 3 clusters Score -2.159698e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341868 members 
Mstep: Class 2 contains 219493 members 
Entering Unmasked Estep 
Score: -21597082.000000 Penalty: 1204.668823
	Iteration 139Q: 3 clusters Score -2.159708e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342249 members 
Mstep: Class 2 contains 219112 members 
Entering Unmasked Estep 
Score: -21597154.000000 Penalty: 1204.668823
	Iteration 140F: 3 clusters Score -2.159715e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342592 members 
Mstep: Class 2 contains 218769 members 
Entering Unmasked Estep 
Score: -21597262.000000 Penalty: 1204.668823
	Iteration 141Q: 3 clusters Score -2.159726e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342963 members 
Mstep: Class 2 contains 218398 members 
Entering Unmasked Estep 
Score: -21597356.000000 Penalty: 1204.668823
	Iteration 142Q: 3 clusters Score -2.159736e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343339 members 
Mstep: Class 2 contains 218022 members 
Entering Unmasked Estep 
Score: -21597452.000000 Penalty: 1204.668823
	Iteration 143Q: 3 clusters Score -2.159745e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343677 members 
Mstep: Class 2 contains 217684 members 
Entering Unmasked Estep 
Score: -21597572.000000 Penalty: 1204.668823
	Iteration 144Q: 3 clusters Score -2.159757e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343953 members 
Mstep: Class 2 contains 217408 members 
Entering Unmasked Estep 
Score: -21597654.000000 Penalty: 1204.668823
	Iteration 145Q: 3 clusters Score -2.159765e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344176 members 
Mstep: Class 2 contains 217185 members 
Entering Unmasked Estep 
Score: -21597774.000000 Penalty: 1204.668823
	Iteration 146Q: 3 clusters Score -2.159777e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344450 members 
Mstep: Class 2 contains 216911 members 
Entering Unmasked Estep 
Score: -21597836.000000 Penalty: 1204.668823
	Iteration 147Q: 3 clusters Score -2.159784e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344676 members 
Mstep: Class 2 contains 216685 members 
Entering Unmasked Estep 
Score: -21597896.000000 Penalty: 1204.668823
	Iteration 148Q: 3 clusters Score -2.15979e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344886 members 
Mstep: Class 2 contains 216475 members 
Entering Unmasked Estep 
Score: -21597924.000000 Penalty: 1204.668823
	Iteration 149Q: 3 clusters Score -2.159792e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345072 members 
Mstep: Class 2 contains 216289 members 
Entering Unmasked Estep 
Score: -21597934.000000 Penalty: 1204.668823
	Iteration 150Q: 3 clusters Score -2.159793e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345300 members 
Mstep: Class 2 contains 216061 members 
Entering Unmasked Estep 
Score: -21597930.000000 Penalty: 1204.668823
	Iteration 151Q: 3 clusters Score -2.159793e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345517 members 
Mstep: Class 2 contains 215844 members 
Entering Unmasked Estep 
Score: -21598018.000000 Penalty: 1204.668823
	Iteration 152Q: 3 clusters Score -2.159802e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345733 members 
Mstep: Class 2 contains 215628 members 
Entering Unmasked Estep 
Score: -21598048.000000 Penalty: 1204.668823
	Iteration 153Q: 3 clusters Score -2.159805e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345976 members 
Mstep: Class 2 contains 215385 members 
Entering Unmasked Estep 
Score: -21598182.000000 Penalty: 1204.668823
	Iteration 154Q: 3 clusters Score -2.159818e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346193 members 
Mstep: Class 2 contains 215168 members 
Entering Unmasked Estep 
Score: -21598180.000000 Penalty: 1204.668823
	Iteration 155Q: 3 clusters Score -2.159818e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346392 members 
Mstep: Class 2 contains 214969 members 
Entering Unmasked Estep 
Score: -21598182.000000 Penalty: 1204.668823
	Iteration 156Q: 3 clusters Score -2.159818e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346608 members 
Mstep: Class 2 contains 214753 members 
Entering Unmasked Estep 
Score: -21598260.000000 Penalty: 1204.668823
	Iteration 157Q: 3 clusters Score -2.159826e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346843 members 
Mstep: Class 2 contains 214518 members 
Entering Unmasked Estep 
Score: -21598296.000000 Penalty: 1204.668823
	Iteration 158Q: 3 clusters Score -2.15983e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347103 members 
Mstep: Class 2 contains 214258 members 
Entering Unmasked Estep 
Score: -21598348.000000 Penalty: 1204.668823
	Iteration 159Q: 3 clusters Score -2.159835e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347377 members 
Mstep: Class 2 contains 213984 members 
Entering Unmasked Estep 
Score: -21598388.000000 Penalty: 1204.668823
	Iteration 160F: 3 clusters Score -2.159839e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347605 members 
Mstep: Class 2 contains 213756 members 
Entering Unmasked Estep 
Score: -21598346.000000 Penalty: 1204.668823
	Iteration 161Q: 3 clusters Score -2.159835e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347830 members 
Mstep: Class 2 contains 213531 members 
Entering Unmasked Estep 
Score: -21598428.000000 Penalty: 1204.668823
	Iteration 162Q: 3 clusters Score -2.159843e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348036 members 
Mstep: Class 2 contains 213325 members 
Entering Unmasked Estep 
Score: -21598458.000000 Penalty: 1204.668823
	Iteration 163Q: 3 clusters Score -2.159846e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348216 members 
Mstep: Class 2 contains 213145 members 
Entering Unmasked Estep 
Score: -21598528.000000 Penalty: 1204.668823
	Iteration 164Q: 3 clusters Score -2.159853e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348432 members 
Mstep: Class 2 contains 212929 members 
Entering Unmasked Estep 
Score: -21598628.000000 Penalty: 1204.668823
	Iteration 165Q: 3 clusters Score -2.159863e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348637 members 
Mstep: Class 2 contains 212724 members 
Entering Unmasked Estep 
Score: -21598660.000000 Penalty: 1204.668823
	Iteration 166Q: 3 clusters Score -2.159866e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348865 members 
Mstep: Class 2 contains 212496 members 
Entering Unmasked Estep 
Score: -21598742.000000 Penalty: 1204.668823
	Iteration 167Q: 3 clusters Score -2.159874e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349095 members 
Mstep: Class 2 contains 212266 members 
Entering Unmasked Estep 
Score: -21598772.000000 Penalty: 1204.668823
	Iteration 168Q: 3 clusters Score -2.159877e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349307 members 
Mstep: Class 2 contains 212054 members 
Entering Unmasked Estep 
Score: -21598818.000000 Penalty: 1204.668823
	Iteration 169Q: 3 clusters Score -2.159882e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349489 members 
Mstep: Class 2 contains 211872 members 
Entering Unmasked Estep 
Score: -21598936.000000 Penalty: 1204.668823
	Iteration 170Q: 3 clusters Score -2.159894e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349683 members 
Mstep: Class 2 contains 211678 members 
Entering Unmasked Estep 
Score: -21598990.000000 Penalty: 1204.668823
	Iteration 171Q: 3 clusters Score -2.159899e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349872 members 
Mstep: Class 2 contains 211489 members 
Entering Unmasked Estep 
Score: -21599000.000000 Penalty: 1204.668823
	Iteration 172Q: 3 clusters Score -2.1599e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350085 members 
Mstep: Class 2 contains 211276 members 
Entering Unmasked Estep 
Score: -21599044.000000 Penalty: 1204.668823
	Iteration 173Q: 3 clusters Score -2.159904e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350274 members 
Mstep: Class 2 contains 211087 members 
Entering Unmasked Estep 
Score: -21599070.000000 Penalty: 1204.668823
	Iteration 174Q: 3 clusters Score -2.159907e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350477 members 
Mstep: Class 2 contains 210884 members 
Entering Unmasked Estep 
Score: -21599118.000000 Penalty: 1204.668823
	Iteration 175Q: 3 clusters Score -2.159912e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350691 members 
Mstep: Class 2 contains 210670 members 
Entering Unmasked Estep 
Score: -21599232.000000 Penalty: 1204.668823
	Iteration 176Q: 3 clusters Score -2.159923e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350871 members 
Mstep: Class 2 contains 210490 members 
Entering Unmasked Estep 
Score: -21599274.000000 Penalty: 1204.668823
	Iteration 177Q: 3 clusters Score -2.159927e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351067 members 
Mstep: Class 2 contains 210294 members 
Entering Unmasked Estep 
Score: -21599298.000000 Penalty: 1204.668823
	Iteration 178Q: 3 clusters Score -2.15993e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351260 members 
Mstep: Class 2 contains 210101 members 
Entering Unmasked Estep 
Score: -21599304.000000 Penalty: 1204.668823
	Iteration 179Q: 3 clusters Score -2.15993e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351418 members 
Mstep: Class 2 contains 209943 members 
Entering Unmasked Estep 
Score: -21599336.000000 Penalty: 1204.668823
	Iteration 180F: 3 clusters Score -2.159934e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351564 members 
Mstep: Class 2 contains 209797 members 
Entering Unmasked Estep 
Score: -21599390.000000 Penalty: 1204.668823
	Iteration 181Q: 3 clusters Score -2.159939e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351707 members 
Mstep: Class 2 contains 209654 members 
Entering Unmasked Estep 
Score: -21599380.000000 Penalty: 1204.668823
	Iteration 182Q: 3 clusters Score -2.159938e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351871 members 
Mstep: Class 2 contains 209490 members 
Entering Unmasked Estep 
Score: -21599436.000000 Penalty: 1204.668823
	Iteration 183Q: 3 clusters Score -2.159944e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352062 members 
Mstep: Class 2 contains 209299 members 
Entering Unmasked Estep 
Score: -21599464.000000 Penalty: 1204.668823
	Iteration 184Q: 3 clusters Score -2.159946e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352243 members 
Mstep: Class 2 contains 209118 members 
Entering Unmasked Estep 
Score: -21599500.000000 Penalty: 1204.668823
	Iteration 185Q: 3 clusters Score -2.15995e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352447 members 
Mstep: Class 2 contains 208914 members 
Entering Unmasked Estep 
Score: -21599534.000000 Penalty: 1204.668823
	Iteration 186Q: 3 clusters Score -2.159953e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352623 members 
Mstep: Class 2 contains 208738 members 
Entering Unmasked Estep 
Score: -21599516.000000 Penalty: 1204.668823
	Iteration 187Q: 3 clusters Score -2.159952e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352818 members 
Mstep: Class 2 contains 208543 members 
Entering Unmasked Estep 
Score: -21599518.000000 Penalty: 1204.668823
	Iteration 188Q: 3 clusters Score -2.159952e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353006 members 
Mstep: Class 2 contains 208355 members 
Entering Unmasked Estep 
Score: -21599546.000000 Penalty: 1204.668823
	Iteration 189Q: 3 clusters Score -2.159955e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353180 members 
Mstep: Class 2 contains 208181 members 
Entering Unmasked Estep 
Score: -21599546.000000 Penalty: 1204.668823
	Iteration 190Q: 3 clusters Score -2.159955e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353349 members 
Mstep: Class 2 contains 208012 members 
Entering Unmasked Estep 
Score: -21599562.000000 Penalty: 1204.668823
	Iteration 191Q: 3 clusters Score -2.159956e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353541 members 
Mstep: Class 2 contains 207820 members 
Entering Unmasked Estep 
Score: -21599578.000000 Penalty: 1204.668823
	Iteration 192Q: 3 clusters Score -2.159958e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353714 members 
Mstep: Class 2 contains 207647 members 
Entering Unmasked Estep 
Score: -21599568.000000 Penalty: 1204.668823
	Iteration 193Q: 3 clusters Score -2.159957e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353887 members 
Mstep: Class 2 contains 207474 members 
Entering Unmasked Estep 
Score: -21599600.000000 Penalty: 1204.668823
	Iteration 194Q: 3 clusters Score -2.15996e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354049 members 
Mstep: Class 2 contains 207312 members 
Entering Unmasked Estep 
Score: -21599582.000000 Penalty: 1204.668823
	Iteration 195Q: 3 clusters Score -2.159958e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354216 members 
Mstep: Class 2 contains 207145 members 
Entering Unmasked Estep 
Score: -21599598.000000 Penalty: 1204.668823
	Iteration 196Q: 3 clusters Score -2.15996e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354420 members 
Mstep: Class 2 contains 206941 members 
Entering Unmasked Estep 
Score: -21599588.000000 Penalty: 1204.668823
	Iteration 197Q: 3 clusters Score -2.159959e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354633 members 
Mstep: Class 2 contains 206728 members 
Entering Unmasked Estep 
Score: -21599614.000000 Penalty: 1204.668823
	Iteration 198Q: 3 clusters Score -2.159961e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354856 members 
Mstep: Class 2 contains 206505 members 
Entering Unmasked Estep 
Score: -21599596.000000 Penalty: 1204.668823
	Iteration 199Q: 3 clusters Score -2.15996e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355091 members 
Mstep: Class 2 contains 206270 members 
Entering Unmasked Estep 
Score: -21599606.000000 Penalty: 1204.668823
	Iteration 200F: 3 clusters Score -2.159961e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355372 members 
Mstep: Class 2 contains 205989 members 
Entering Unmasked Estep 
Score: -21599602.000000 Penalty: 1204.668823
	Iteration 201Q: 3 clusters Score -2.15996e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355665 members 
Mstep: Class 2 contains 205696 members 
Entering Unmasked Estep 
Score: -21599628.000000 Penalty: 1204.668823
	Iteration 202Q: 3 clusters Score -2.159963e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355964 members 
Mstep: Class 2 contains 205397 members 
Entering Unmasked Estep 
Score: -21599616.000000 Penalty: 1204.668823
	Iteration 203Q: 3 clusters Score -2.159962e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356229 members 
Mstep: Class 2 contains 205132 members 
Entering Unmasked Estep 
Score: -21599582.000000 Penalty: 1204.668823
	Iteration 204Q: 3 clusters Score -2.159958e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356527 members 
Mstep: Class 2 contains 204834 members 
Entering Unmasked Estep 
Score: -21599600.000000 Penalty: 1204.668823
	Iteration 205Q: 3 clusters Score -2.15996e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356833 members 
Mstep: Class 2 contains 204528 members 
Entering Unmasked Estep 
Score: -21599634.000000 Penalty: 1204.668823
	Iteration 206Q: 3 clusters Score -2.159963e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357152 members 
Mstep: Class 2 contains 204209 members 
Entering Unmasked Estep 
Score: -21599636.000000 Penalty: 1204.668823
	Iteration 207Q: 3 clusters Score -2.159964e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357496 members 
Mstep: Class 2 contains 203865 members 
Entering Unmasked Estep 
Score: -21599628.000000 Penalty: 1204.668823
	Iteration 208Q: 3 clusters Score -2.159963e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357798 members 
Mstep: Class 2 contains 203563 members 
Entering Unmasked Estep 
Score: -21599608.000000 Penalty: 1204.668823
	Iteration 209Q: 3 clusters Score -2.159961e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358107 members 
Mstep: Class 2 contains 203254 members 
Entering Unmasked Estep 
Score: -21599564.000000 Penalty: 1204.668823
	Iteration 210Q: 3 clusters Score -2.159956e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358411 members 
Mstep: Class 2 contains 202950 members 
Entering Unmasked Estep 
Score: -21599566.000000 Penalty: 1204.668823
	Iteration 211Q: 3 clusters Score -2.159957e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358732 members 
Mstep: Class 2 contains 202629 members 
Entering Unmasked Estep 
Score: -21599592.000000 Penalty: 1204.668823
	Iteration 212Q: 3 clusters Score -2.159959e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359061 members 
Mstep: Class 2 contains 202300 members 
Entering Unmasked Estep 
Score: -21599582.000000 Penalty: 1204.668823
	Iteration 213Q: 3 clusters Score -2.159958e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359391 members 
Mstep: Class 2 contains 201970 members 
Entering Unmasked Estep 
Score: -21599644.000000 Penalty: 1204.668823
	Iteration 214Q: 3 clusters Score -2.159964e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359681 members 
Mstep: Class 2 contains 201680 members 
Entering Unmasked Estep 
Score: -21599660.000000 Penalty: 1204.668823
	Iteration 215Q: 3 clusters Score -2.159966e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359969 members 
Mstep: Class 2 contains 201392 members 
Entering Unmasked Estep 
Score: -21599650.000000 Penalty: 1204.668823
	Iteration 216Q: 3 clusters Score -2.159965e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360236 members 
Mstep: Class 2 contains 201125 members 
Entering Unmasked Estep 
Score: -21599656.000000 Penalty: 1204.668823
	Iteration 217Q: 3 clusters Score -2.159966e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360467 members 
Mstep: Class 2 contains 200894 members 
Entering Unmasked Estep 
Score: -21599584.000000 Penalty: 1204.668823
	Iteration 218Q: 3 clusters Score -2.159958e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360698 members 
Mstep: Class 2 contains 200663 members 
Entering Unmasked Estep 
Score: -21599578.000000 Penalty: 1204.668823
	Iteration 219Q: 3 clusters Score -2.159958e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360948 members 
Mstep: Class 2 contains 200413 members 
Entering Unmasked Estep 
Score: -21599610.000000 Penalty: 1204.668823
	Iteration 220F: 3 clusters Score -2.159961e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361213 members 
Mstep: Class 2 contains 200148 members 
Entering Unmasked Estep 
Score: -21599608.000000 Penalty: 1204.668823
	Iteration 221Q: 3 clusters Score -2.159961e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361464 members 
Mstep: Class 2 contains 199897 members 
Entering Unmasked Estep 
Score: -21599604.000000 Penalty: 1204.668823
	Iteration 222Q: 3 clusters Score -2.15996e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361695 members 
Mstep: Class 2 contains 199666 members 
Entering Unmasked Estep 
Score: -21599550.000000 Penalty: 1204.668823
	Iteration 223Q: 3 clusters Score -2.159955e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361932 members 
Mstep: Class 2 contains 199429 members 
Entering Unmasked Estep 
Score: -21599552.000000 Penalty: 1204.668823
	Iteration 224Q: 3 clusters Score -2.159955e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362157 members 
Mstep: Class 2 contains 199204 members 
Entering Unmasked Estep 
Score: -21599470.000000 Penalty: 1204.668823
	Iteration 225Q: 3 clusters Score -2.159947e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362370 members 
Mstep: Class 2 contains 198991 members 
Entering Unmasked Estep 
Score: -21599484.000000 Penalty: 1204.668823
	Iteration 226Q: 3 clusters Score -2.159948e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362596 members 
Mstep: Class 2 contains 198765 members 
Entering Unmasked Estep 
Score: -21599446.000000 Penalty: 1204.668823
	Iteration 227Q: 3 clusters Score -2.159945e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362807 members 
Mstep: Class 2 contains 198554 members 
Entering Unmasked Estep 
Score: -21599482.000000 Penalty: 1204.668823
	Iteration 228Q: 3 clusters Score -2.159948e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363037 members 
Mstep: Class 2 contains 198324 members 
Entering Unmasked Estep 
Score: -21599494.000000 Penalty: 1204.668823
	Iteration 229Q: 3 clusters Score -2.159949e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363264 members 
Mstep: Class 2 contains 198097 members 
Entering Unmasked Estep 
Score: -21599482.000000 Penalty: 1204.668823
	Iteration 230Q: 3 clusters Score -2.159948e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363500 members 
Mstep: Class 2 contains 197861 members 
Entering Unmasked Estep 
Score: -21599482.000000 Penalty: 1204.668823
	Iteration 231Q: 3 clusters Score -2.159948e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363777 members 
Mstep: Class 2 contains 197584 members 
Entering Unmasked Estep 
Score: -21599486.000000 Penalty: 1204.668823
	Iteration 232Q: 3 clusters Score -2.159949e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364062 members 
Mstep: Class 2 contains 197299 members 
Entering Unmasked Estep 
Score: -21599444.000000 Penalty: 1204.668823
	Iteration 233Q: 3 clusters Score -2.159944e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364312 members 
Mstep: Class 2 contains 197049 members 
Entering Unmasked Estep 
Score: -21599446.000000 Penalty: 1204.668823
	Iteration 234Q: 3 clusters Score -2.159945e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364554 members 
Mstep: Class 2 contains 196807 members 
Entering Unmasked Estep 
Score: -21599420.000000 Penalty: 1204.668823
	Iteration 235Q: 3 clusters Score -2.159942e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364800 members 
Mstep: Class 2 contains 196561 members 
Entering Unmasked Estep 
Score: -21599406.000000 Penalty: 1204.668823
	Iteration 236Q: 3 clusters Score -2.159941e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365079 members 
Mstep: Class 2 contains 196282 members 
Entering Unmasked Estep 
Score: -21599400.000000 Penalty: 1204.668823
	Iteration 237Q: 3 clusters Score -2.15994e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365363 members 
Mstep: Class 2 contains 195998 members 
Entering Unmasked Estep 
Score: -21599382.000000 Penalty: 1204.668823
	Iteration 238Q: 3 clusters Score -2.159938e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365651 members 
Mstep: Class 2 contains 195710 members 
Entering Unmasked Estep 
Score: -21599460.000000 Penalty: 1204.668823
	Iteration 239Q: 3 clusters Score -2.159946e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365942 members 
Mstep: Class 2 contains 195419 members 
Entering Unmasked Estep 
Score: -21599382.000000 Penalty: 1204.668823
	Iteration 240F: 3 clusters Score -2.159938e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366240 members 
Mstep: Class 2 contains 195121 members 
Entering Unmasked Estep 
Score: -21599396.000000 Penalty: 1204.668823
	Iteration 241Q: 3 clusters Score -2.15994e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366513 members 
Mstep: Class 2 contains 194848 members 
Entering Unmasked Estep 
Score: -21599318.000000 Penalty: 1204.668823
	Iteration 242Q: 3 clusters Score -2.159932e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366758 members 
Mstep: Class 2 contains 194603 members 
Entering Unmasked Estep 
Score: -21599252.000000 Penalty: 1204.668823
	Iteration 243Q: 3 clusters Score -2.159925e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367036 members 
Mstep: Class 2 contains 194325 members 
Entering Unmasked Estep 
Score: -21599262.000000 Penalty: 1204.668823
	Iteration 244Q: 3 clusters Score -2.159926e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367268 members 
Mstep: Class 2 contains 194093 members 
Entering Unmasked Estep 
Score: -21599254.000000 Penalty: 1204.668823
	Iteration 245Q: 3 clusters Score -2.159925e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367482 members 
Mstep: Class 2 contains 193879 members 
Entering Unmasked Estep 
Score: -21599278.000000 Penalty: 1204.668823
	Iteration 246Q: 3 clusters Score -2.159928e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367713 members 
Mstep: Class 2 contains 193648 members 
Entering Unmasked Estep 
Score: -21599206.000000 Penalty: 1204.668823
	Iteration 247Q: 3 clusters Score -2.159921e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367997 members 
Mstep: Class 2 contains 193364 members 
Entering Unmasked Estep 
Score: -21599192.000000 Penalty: 1204.668823
	Iteration 248Q: 3 clusters Score -2.159919e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368289 members 
Mstep: Class 2 contains 193072 members 
Entering Unmasked Estep 
Score: -21599144.000000 Penalty: 1204.668823
	Iteration 249Q: 3 clusters Score -2.159914e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368575 members 
Mstep: Class 2 contains 192786 members 
Entering Unmasked Estep 
Score: -21599118.000000 Penalty: 1204.668823
	Iteration 250Q: 3 clusters Score -2.159912e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368853 members 
Mstep: Class 2 contains 192508 members 
Entering Unmasked Estep 
Score: -21599078.000000 Penalty: 1204.668823
	Iteration 251Q: 3 clusters Score -2.159908e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369105 members 
Mstep: Class 2 contains 192256 members 
Entering Unmasked Estep 
Score: -21599070.000000 Penalty: 1204.668823
	Iteration 252Q: 3 clusters Score -2.159907e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369343 members 
Mstep: Class 2 contains 192018 members 
Entering Unmasked Estep 
Score: -21599058.000000 Penalty: 1204.668823
	Iteration 253Q: 3 clusters Score -2.159906e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369578 members 
Mstep: Class 2 contains 191783 members 
Entering Unmasked Estep 
Score: -21599046.000000 Penalty: 1204.668823
	Iteration 254Q: 3 clusters Score -2.159905e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369825 members 
Mstep: Class 2 contains 191536 members 
Entering Unmasked Estep 
Score: -21599002.000000 Penalty: 1204.668823
	Iteration 255Q: 3 clusters Score -2.1599e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370065 members 
Mstep: Class 2 contains 191296 members 
Entering Unmasked Estep 
Score: -21598932.000000 Penalty: 1204.668823
	Iteration 256Q: 3 clusters Score -2.159893e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370293 members 
Mstep: Class 2 contains 191068 members 
Entering Unmasked Estep 
Score: -21598934.000000 Penalty: 1204.668823
	Iteration 257Q: 3 clusters Score -2.159893e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370551 members 
Mstep: Class 2 contains 190810 members 
Entering Unmasked Estep 
Score: -21598868.000000 Penalty: 1204.668823
	Iteration 258Q: 3 clusters Score -2.159887e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370831 members 
Mstep: Class 2 contains 190530 members 
Entering Unmasked Estep 
Score: -21598802.000000 Penalty: 1204.668823
	Iteration 259Q: 3 clusters Score -2.15988e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371149 members 
Mstep: Class 2 contains 190212 members 
Entering Unmasked Estep 
Score: -21598814.000000 Penalty: 1204.668823
	Iteration 260F: 3 clusters Score -2.159881e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371434 members 
Mstep: Class 2 contains 189927 members 
Entering Unmasked Estep 
Score: -21598750.000000 Penalty: 1204.668823
	Iteration 261Q: 3 clusters Score -2.159875e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371727 members 
Mstep: Class 2 contains 189634 members 
Entering Unmasked Estep 
Score: -21598758.000000 Penalty: 1204.668823
	Iteration 262Q: 3 clusters Score -2.159876e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372027 members 
Mstep: Class 2 contains 189334 members 
Entering Unmasked Estep 
Score: -21598692.000000 Penalty: 1204.668823
	Iteration 263Q: 3 clusters Score -2.159869e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372308 members 
Mstep: Class 2 contains 189053 members 
Entering Unmasked Estep 
Score: -21598662.000000 Penalty: 1204.668823
	Iteration 264Q: 3 clusters Score -2.159866e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372602 members 
Mstep: Class 2 contains 188759 members 
Entering Unmasked Estep 
Score: -21598618.000000 Penalty: 1204.668823
	Iteration 265Q: 3 clusters Score -2.159862e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372873 members 
Mstep: Class 2 contains 188488 members 
Entering Unmasked Estep 
Score: -21598576.000000 Penalty: 1204.668823
	Iteration 266Q: 3 clusters Score -2.159858e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373149 members 
Mstep: Class 2 contains 188212 members 
Entering Unmasked Estep 
Score: -21598538.000000 Penalty: 1204.668823
	Iteration 267Q: 3 clusters Score -2.159854e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373389 members 
Mstep: Class 2 contains 187972 members 
Entering Unmasked Estep 
Score: -21598466.000000 Penalty: 1204.668823
	Iteration 268Q: 3 clusters Score -2.159847e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373623 members 
Mstep: Class 2 contains 187738 members 
Entering Unmasked Estep 
Score: -21598400.000000 Penalty: 1204.668823
	Iteration 269Q: 3 clusters Score -2.15984e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373842 members 
Mstep: Class 2 contains 187519 members 
Entering Unmasked Estep 
Score: -21598400.000000 Penalty: 1204.668823
	Iteration 270Q: 3 clusters Score -2.15984e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374073 members 
Mstep: Class 2 contains 187288 members 
Entering Unmasked Estep 
Score: -21598392.000000 Penalty: 1204.668823
	Iteration 271Q: 3 clusters Score -2.159839e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374310 members 
Mstep: Class 2 contains 187051 members 
Entering Unmasked Estep 
Score: -21598432.000000 Penalty: 1204.668823
	Iteration 272Q: 3 clusters Score -2.159843e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374541 members 
Mstep: Class 2 contains 186820 members 
Entering Unmasked Estep 
Score: -21598354.000000 Penalty: 1204.668823
	Iteration 273Q: 3 clusters Score -2.159835e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374755 members 
Mstep: Class 2 contains 186606 members 
Entering Unmasked Estep 
Score: -21598330.000000 Penalty: 1204.668823
	Iteration 274Q: 3 clusters Score -2.159833e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374959 members 
Mstep: Class 2 contains 186402 members 
Entering Unmasked Estep 
Score: -21598338.000000 Penalty: 1204.668823
	Iteration 275Q: 3 clusters Score -2.159834e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375149 members 
Mstep: Class 2 contains 186212 members 
Entering Unmasked Estep 
Score: -21598304.000000 Penalty: 1204.668823
	Iteration 276Q: 3 clusters Score -2.15983e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375329 members 
Mstep: Class 2 contains 186032 members 
Entering Unmasked Estep 
Score: -21598304.000000 Penalty: 1204.668823
	Iteration 277Q: 3 clusters Score -2.15983e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375515 members 
Mstep: Class 2 contains 185846 members 
Entering Unmasked Estep 
Score: -21598352.000000 Penalty: 1204.668823
	Iteration 278Q: 3 clusters Score -2.159835e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375708 members 
Mstep: Class 2 contains 185653 members 
Entering Unmasked Estep 
Score: -21598340.000000 Penalty: 1204.668823
	Iteration 279Q: 3 clusters Score -2.159834e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375905 members 
Mstep: Class 2 contains 185456 members 
Entering Unmasked Estep 
Score: -21598346.000000 Penalty: 1204.668823
	Iteration 280F: 3 clusters Score -2.159835e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376101 members 
Mstep: Class 2 contains 185260 members 
Entering Unmasked Estep 
Score: -21598356.000000 Penalty: 1204.668823
	Iteration 281Q: 3 clusters Score -2.159836e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376294 members 
Mstep: Class 2 contains 185067 members 
Entering Unmasked Estep 
Score: -21598344.000000 Penalty: 1204.668823
	Iteration 282Q: 3 clusters Score -2.159834e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376503 members 
Mstep: Class 2 contains 184858 members 
Entering Unmasked Estep 
Score: -21598342.000000 Penalty: 1204.668823
	Iteration 283Q: 3 clusters Score -2.159834e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376723 members 
Mstep: Class 2 contains 184638 members 
Entering Unmasked Estep 
Score: -21598344.000000 Penalty: 1204.668823
	Iteration 284Q: 3 clusters Score -2.159834e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376955 members 
Mstep: Class 2 contains 184406 members 
Entering Unmasked Estep 
Score: -21598266.000000 Penalty: 1204.668823
	Iteration 285Q: 3 clusters Score -2.159827e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377196 members 
Mstep: Class 2 contains 184165 members 
Entering Unmasked Estep 
Score: -21598232.000000 Penalty: 1204.668823
	Iteration 286Q: 3 clusters Score -2.159823e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377398 members 
Mstep: Class 2 contains 183963 members 
Entering Unmasked Estep 
Score: -21598206.000000 Penalty: 1204.668823
	Iteration 287Q: 3 clusters Score -2.159821e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377604 members 
Mstep: Class 2 contains 183757 members 
Entering Unmasked Estep 
Score: -21598234.000000 Penalty: 1204.668823
	Iteration 288Q: 3 clusters Score -2.159823e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377795 members 
Mstep: Class 2 contains 183566 members 
Entering Unmasked Estep 
Score: -21598224.000000 Penalty: 1204.668823
	Iteration 289Q: 3 clusters Score -2.159822e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377983 members 
Mstep: Class 2 contains 183378 members 
Entering Unmasked Estep 
Score: -21598150.000000 Penalty: 1204.668823
	Iteration 290Q: 3 clusters Score -2.159815e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378173 members 
Mstep: Class 2 contains 183188 members 
Entering Unmasked Estep 
Score: -21598040.000000 Penalty: 1204.668823
	Iteration 291Q: 3 clusters Score -2.159804e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378354 members 
Mstep: Class 2 contains 183007 members 
Entering Unmasked Estep 
Score: -21597988.000000 Penalty: 1204.668823
	Iteration 292Q: 3 clusters Score -2.159799e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378555 members 
Mstep: Class 2 contains 182806 members 
Entering Unmasked Estep 
Score: -21597976.000000 Penalty: 1204.668823
	Iteration 293Q: 3 clusters Score -2.159798e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378752 members 
Mstep: Class 2 contains 182609 members 
Entering Unmasked Estep 
Score: -21597902.000000 Penalty: 1204.668823
	Iteration 294Q: 3 clusters Score -2.15979e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378875 members 
Mstep: Class 2 contains 182486 members 
Entering Unmasked Estep 
Score: -21597858.000000 Penalty: 1204.668823
	Iteration 295Q: 3 clusters Score -2.159786e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379009 members 
Mstep: Class 2 contains 182352 members 
Entering Unmasked Estep 
Score: -21597836.000000 Penalty: 1204.668823
	Iteration 296Q: 3 clusters Score -2.159784e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379123 members 
Mstep: Class 2 contains 182238 members 
Entering Unmasked Estep 
Score: -21597812.000000 Penalty: 1204.668823
	Iteration 297Q: 3 clusters Score -2.159781e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379258 members 
Mstep: Class 2 contains 182103 members 
Entering Unmasked Estep 
Score: -21597802.000000 Penalty: 1204.668823
	Iteration 298Q: 3 clusters Score -2.15978e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379394 members 
Mstep: Class 2 contains 181967 members 
Entering Unmasked Estep 
Score: -21597704.000000 Penalty: 1204.668823
	Iteration 299Q: 3 clusters Score -2.15977e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379518 members 
Mstep: Class 2 contains 181843 members 
Entering Unmasked Estep 
Score: -21597654.000000 Penalty: 1204.668823
	Iteration 300F: 3 clusters Score -2.159765e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379695 members 
Mstep: Class 2 contains 181666 members 
Entering Unmasked Estep 
Score: -21597576.000000 Penalty: 1204.668823
	Iteration 301Q: 3 clusters Score -2.159758e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379867 members 
Mstep: Class 2 contains 181494 members 
Entering Unmasked Estep 
Score: -21597480.000000 Penalty: 1204.668823
	Iteration 302Q: 3 clusters Score -2.159748e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380024 members 
Mstep: Class 2 contains 181337 members 
Entering Unmasked Estep 
Score: -21597516.000000 Penalty: 1204.668823
	Iteration 303Q: 3 clusters Score -2.159752e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380220 members 
Mstep: Class 2 contains 181141 members 
Entering Unmasked Estep 
Score: -21597442.000000 Penalty: 1204.668823
	Iteration 304Q: 3 clusters Score -2.159744e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380367 members 
Mstep: Class 2 contains 180994 members 
Entering Unmasked Estep 
Score: -21597382.000000 Penalty: 1204.668823
	Iteration 305Q: 3 clusters Score -2.159738e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380471 members 
Mstep: Class 2 contains 180890 members 
Entering Unmasked Estep 
Score: -21597318.000000 Penalty: 1204.668823
	Iteration 306Q: 3 clusters Score -2.159732e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380609 members 
Mstep: Class 2 contains 180752 members 
Entering Unmasked Estep 
Score: -21597268.000000 Penalty: 1204.668823
	Iteration 307Q: 3 clusters Score -2.159727e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380727 members 
Mstep: Class 2 contains 180634 members 
Entering Unmasked Estep 
Score: -21597214.000000 Penalty: 1204.668823
	Iteration 308Q: 3 clusters Score -2.159721e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380795 members 
Mstep: Class 2 contains 180566 members 
Entering Unmasked Estep 
Score: -21597134.000000 Penalty: 1204.668823
	Iteration 309Q: 3 clusters Score -2.159713e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380841 members 
Mstep: Class 2 contains 180520 members 
Entering Unmasked Estep 
Score: -21597136.000000 Penalty: 1204.668823
	Iteration 310Q: 3 clusters Score -2.159714e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380896 members 
Mstep: Class 2 contains 180465 members 
Entering Unmasked Estep 
Score: -21597082.000000 Penalty: 1204.668823
	Iteration 311Q: 3 clusters Score -2.159708e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380958 members 
Mstep: Class 2 contains 180403 members 
Entering Unmasked Estep 
Score: -21597038.000000 Penalty: 1204.668823
	Iteration 312Q: 3 clusters Score -2.159704e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380988 members 
Mstep: Class 2 contains 180373 members 
Entering Unmasked Estep 
Score: -21597018.000000 Penalty: 1204.668823
	Iteration 313Q: 3 clusters Score -2.159702e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381011 members 
Mstep: Class 2 contains 180350 members 
Entering Unmasked Estep 
Score: -21597004.000000 Penalty: 1204.668823
	Iteration 314Q: 3 clusters Score -2.1597e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381052 members 
Mstep: Class 2 contains 180309 members 
Entering Unmasked Estep 
Score: -21596910.000000 Penalty: 1204.668823
	Iteration 315Q: 3 clusters Score -2.159691e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381140 members 
Mstep: Class 2 contains 180221 members 
Entering Unmasked Estep 
Score: -21596852.000000 Penalty: 1204.668823
	Iteration 316Q: 3 clusters Score -2.159685e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381230 members 
Mstep: Class 2 contains 180131 members 
Entering Unmasked Estep 
Score: -21596828.000000 Penalty: 1204.668823
	Iteration 317Q: 3 clusters Score -2.159683e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381332 members 
Mstep: Class 2 contains 180029 members 
Entering Unmasked Estep 
Score: -21596740.000000 Penalty: 1204.668823
	Iteration 318Q: 3 clusters Score -2.159674e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381395 members 
Mstep: Class 2 contains 179966 members 
Entering Unmasked Estep 
Score: -21596676.000000 Penalty: 1204.668823
	Iteration 319Q: 3 clusters Score -2.159668e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381439 members 
Mstep: Class 2 contains 179922 members 
Entering Unmasked Estep 
Score: -21596678.000000 Penalty: 1204.668823
	Iteration 320F: 3 clusters Score -2.159668e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381486 members 
Mstep: Class 2 contains 179875 members 
Entering Unmasked Estep 
Score: -21596710.000000 Penalty: 1204.668823
	Iteration 321Q: 3 clusters Score -2.159671e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381501 members 
Mstep: Class 2 contains 179860 members 
Entering Unmasked Estep 
Score: -21596642.000000 Penalty: 1204.668823
	Iteration 322Q: 3 clusters Score -2.159664e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381527 members 
Mstep: Class 2 contains 179834 members 
Entering Unmasked Estep 
Score: -21596578.000000 Penalty: 1204.668823
	Iteration 323Q: 3 clusters Score -2.159658e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381562 members 
Mstep: Class 2 contains 179799 members 
Entering Unmasked Estep 
Score: -21596554.000000 Penalty: 1204.668823
	Iteration 324Q: 3 clusters Score -2.159655e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381609 members 
Mstep: Class 2 contains 179752 members 
Entering Unmasked Estep 
Score: -21596556.000000 Penalty: 1204.668823
	Iteration 325Q: 3 clusters Score -2.159656e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381658 members 
Mstep: Class 2 contains 179703 members 
Entering Unmasked Estep 
Score: -21596578.000000 Penalty: 1204.668823
	Iteration 326Q: 3 clusters Score -2.159658e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381712 members 
Mstep: Class 2 contains 179649 members 
Entering Unmasked Estep 
Score: -21596578.000000 Penalty: 1204.668823
	Iteration 327Q: 3 clusters Score -2.159658e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381735 members 
Mstep: Class 2 contains 179626 members 
Entering Unmasked Estep 
Score: -21596576.000000 Penalty: 1204.668823
	Iteration 328Q: 3 clusters Score -2.159658e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381748 members 
Mstep: Class 2 contains 179613 members 
Entering Unmasked Estep 
Score: -21596500.000000 Penalty: 1204.668823
	Iteration 329Q: 3 clusters Score -2.15965e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381756 members 
Mstep: Class 2 contains 179605 members 
Entering Unmasked Estep 
Score: -21596468.000000 Penalty: 1204.668823
	Iteration 330Q: 3 clusters Score -2.159647e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381737 members 
Mstep: Class 2 contains 179624 members 
Entering Unmasked Estep 
Score: -21596364.000000 Penalty: 1204.668823
	Iteration 331Q: 3 clusters Score -2.159636e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381684 members 
Mstep: Class 2 contains 179677 members 
Entering Unmasked Estep 
Score: -21596300.000000 Penalty: 1204.668823
	Iteration 332Q: 3 clusters Score -2.15963e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381636 members 
Mstep: Class 2 contains 179725 members 
Entering Unmasked Estep 
Score: -21596238.000000 Penalty: 1204.668823
	Iteration 333Q: 3 clusters Score -2.159624e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381520 members 
Mstep: Class 2 contains 179841 members 
Entering Unmasked Estep 
Score: -21596180.000000 Penalty: 1204.668823
	Iteration 334Q: 3 clusters Score -2.159618e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381423 members 
Mstep: Class 2 contains 179938 members 
Entering Unmasked Estep 
Score: -21596224.000000 Penalty: 1204.668823
	Iteration 335Q: 3 clusters Score -2.159622e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381327 members 
Mstep: Class 2 contains 180034 members 
Entering Unmasked Estep 
Score: -21596134.000000 Penalty: 1204.668823
	Iteration 336Q: 3 clusters Score -2.159613e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381254 members 
Mstep: Class 2 contains 180107 members 
Entering Unmasked Estep 
Score: -21596022.000000 Penalty: 1204.668823
	Iteration 337Q: 3 clusters Score -2.159602e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381157 members 
Mstep: Class 2 contains 180204 members 
Entering Unmasked Estep 
Score: -21595974.000000 Penalty: 1204.668823
	Iteration 338Q: 3 clusters Score -2.159597e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381041 members 
Mstep: Class 2 contains 180320 members 
Entering Unmasked Estep 
Score: -21595906.000000 Penalty: 1204.668823
	Iteration 339Q: 3 clusters Score -2.159591e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380907 members 
Mstep: Class 2 contains 180454 members 
Entering Unmasked Estep 
Score: -21595850.000000 Penalty: 1204.668823
	Iteration 340F: 3 clusters Score -2.159585e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380749 members 
Mstep: Class 2 contains 180612 members 
Entering Unmasked Estep 
Score: -21595772.000000 Penalty: 1204.668823
	Iteration 341Q: 3 clusters Score -2.159577e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380608 members 
Mstep: Class 2 contains 180753 members 
Entering Unmasked Estep 
Score: -21595782.000000 Penalty: 1204.668823
	Iteration 342Q: 3 clusters Score -2.159578e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380424 members 
Mstep: Class 2 contains 180937 members 
Entering Unmasked Estep 
Score: -21595774.000000 Penalty: 1204.668823
	Iteration 343Q: 3 clusters Score -2.159577e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380241 members 
Mstep: Class 2 contains 181120 members 
Entering Unmasked Estep 
Score: -21595738.000000 Penalty: 1204.668823
	Iteration 344Q: 3 clusters Score -2.159574e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380075 members 
Mstep: Class 2 contains 181286 members 
Entering Unmasked Estep 
Score: -21595682.000000 Penalty: 1204.668823
	Iteration 345Q: 3 clusters Score -2.159568e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379891 members 
Mstep: Class 2 contains 181470 members 
Entering Unmasked Estep 
Score: -21595628.000000 Penalty: 1204.668823
	Iteration 346Q: 3 clusters Score -2.159563e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379670 members 
Mstep: Class 2 contains 181691 members 
Entering Unmasked Estep 
Score: -21595578.000000 Penalty: 1204.668823
	Iteration 347Q: 3 clusters Score -2.159558e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379491 members 
Mstep: Class 2 contains 181870 members 
Entering Unmasked Estep 
Score: -21595566.000000 Penalty: 1204.668823
	Iteration 348Q: 3 clusters Score -2.159557e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379315 members 
Mstep: Class 2 contains 182046 members 
Entering Unmasked Estep 
Score: -21595604.000000 Penalty: 1204.668823
	Iteration 349Q: 3 clusters Score -2.15956e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379153 members 
Mstep: Class 2 contains 182208 members 
Entering Unmasked Estep 
Score: -21595610.000000 Penalty: 1204.668823
	Iteration 350Q: 3 clusters Score -2.159561e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378987 members 
Mstep: Class 2 contains 182374 members 
Entering Unmasked Estep 
Score: -21595606.000000 Penalty: 1204.668823
	Iteration 351Q: 3 clusters Score -2.159561e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378800 members 
Mstep: Class 2 contains 182561 members 
Entering Unmasked Estep 
Score: -21595610.000000 Penalty: 1204.668823
	Iteration 352Q: 3 clusters Score -2.159561e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378648 members 
Mstep: Class 2 contains 182713 members 
Entering Unmasked Estep 
Score: -21595560.000000 Penalty: 1204.668823
	Iteration 353Q: 3 clusters Score -2.159556e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378504 members 
Mstep: Class 2 contains 182857 members 
Entering Unmasked Estep 
Score: -21595528.000000 Penalty: 1204.668823
	Iteration 354Q: 3 clusters Score -2.159553e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378363 members 
Mstep: Class 2 contains 182998 members 
Entering Unmasked Estep 
Score: -21595514.000000 Penalty: 1204.668823
	Iteration 355Q: 3 clusters Score -2.159551e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378241 members 
Mstep: Class 2 contains 183120 members 
Entering Unmasked Estep 
Score: -21595486.000000 Penalty: 1204.668823
	Iteration 356Q: 3 clusters Score -2.159549e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378128 members 
Mstep: Class 2 contains 183233 members 
Entering Unmasked Estep 
Score: -21595494.000000 Penalty: 1204.668823
	Iteration 357Q: 3 clusters Score -2.159549e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378054 members 
Mstep: Class 2 contains 183307 members 
Entering Unmasked Estep 
Score: -21595458.000000 Penalty: 1204.668823
	Iteration 358Q: 3 clusters Score -2.159546e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377972 members 
Mstep: Class 2 contains 183389 members 
Entering Unmasked Estep 
Score: -21595422.000000 Penalty: 1204.668823
	Iteration 359Q: 3 clusters Score -2.159542e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377851 members 
Mstep: Class 2 contains 183510 members 
Entering Unmasked Estep 
Score: -21595448.000000 Penalty: 1204.668823
	Iteration 360F: 3 clusters Score -2.159545e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377734 members 
Mstep: Class 2 contains 183627 members 
Entering Unmasked Estep 
Score: -21595412.000000 Penalty: 1204.668823
	Iteration 361Q: 3 clusters Score -2.159541e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377613 members 
Mstep: Class 2 contains 183748 members 
Entering Unmasked Estep 
Score: -21595382.000000 Penalty: 1204.668823
	Iteration 362Q: 3 clusters Score -2.159538e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377475 members 
Mstep: Class 2 contains 183886 members 
Entering Unmasked Estep 
Score: -21595406.000000 Penalty: 1204.668823
	Iteration 363Q: 3 clusters Score -2.159541e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377362 members 
Mstep: Class 2 contains 183999 members 
Entering Unmasked Estep 
Score: -21595364.000000 Penalty: 1204.668823
	Iteration 364Q: 3 clusters Score -2.159536e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377226 members 
Mstep: Class 2 contains 184135 members 
Entering Unmasked Estep 
Score: -21595358.000000 Penalty: 1204.668823
	Iteration 365Q: 3 clusters Score -2.159536e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377089 members 
Mstep: Class 2 contains 184272 members 
Entering Unmasked Estep 
Score: -21595392.000000 Penalty: 1204.668823
	Iteration 366Q: 3 clusters Score -2.159539e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376953 members 
Mstep: Class 2 contains 184408 members 
Entering Unmasked Estep 
Score: -21595406.000000 Penalty: 1204.668823
	Iteration 367Q: 3 clusters Score -2.159541e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376800 members 
Mstep: Class 2 contains 184561 members 
Entering Unmasked Estep 
Score: -21595406.000000 Penalty: 1204.668823
	Iteration 368Q: 3 clusters Score -2.159541e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376670 members 
Mstep: Class 2 contains 184691 members 
Entering Unmasked Estep 
Score: -21595404.000000 Penalty: 1204.668823
	Iteration 369Q: 3 clusters Score -2.15954e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376531 members 
Mstep: Class 2 contains 184830 members 
Entering Unmasked Estep 
Score: -21595378.000000 Penalty: 1204.668823
	Iteration 370Q: 3 clusters Score -2.159538e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376387 members 
Mstep: Class 2 contains 184974 members 
Entering Unmasked Estep 
Score: -21595406.000000 Penalty: 1204.668823
	Iteration 371Q: 3 clusters Score -2.159541e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376247 members 
Mstep: Class 2 contains 185114 members 
Entering Unmasked Estep 
Score: -21595412.000000 Penalty: 1204.668823
	Iteration 372Q: 3 clusters Score -2.159541e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376113 members 
Mstep: Class 2 contains 185248 members 
Entering Unmasked Estep 
Score: -21595428.000000 Penalty: 1204.668823
	Iteration 373Q: 3 clusters Score -2.159543e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375981 members 
Mstep: Class 2 contains 185380 members 
Entering Unmasked Estep 
Score: -21595380.000000 Penalty: 1204.668823
	Iteration 374Q: 3 clusters Score -2.159538e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375848 members 
Mstep: Class 2 contains 185513 members 
Entering Unmasked Estep 
Score: -21595404.000000 Penalty: 1204.668823
	Iteration 375Q: 3 clusters Score -2.15954e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375715 members 
Mstep: Class 2 contains 185646 members 
Entering Unmasked Estep 
Score: -21595418.000000 Penalty: 1204.668823
	Iteration 376Q: 3 clusters Score -2.159542e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375578 members 
Mstep: Class 2 contains 185783 members 
Entering Unmasked Estep 
Score: -21595448.000000 Penalty: 1204.668823
	Iteration 377Q: 3 clusters Score -2.159545e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375428 members 
Mstep: Class 2 contains 185933 members 
Entering Unmasked Estep 
Score: -21595458.000000 Penalty: 1204.668823
	Iteration 378Q: 3 clusters Score -2.159546e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375298 members 
Mstep: Class 2 contains 186063 members 
Entering Unmasked Estep 
Score: -21595460.000000 Penalty: 1204.668823
	Iteration 379Q: 3 clusters Score -2.159546e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375164 members 
Mstep: Class 2 contains 186197 members 
Entering Unmasked Estep 
Score: -21595446.000000 Penalty: 1204.668823
	Iteration 380F: 3 clusters Score -2.159545e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375013 members 
Mstep: Class 2 contains 186348 members 
Entering Unmasked Estep 
Score: -21595462.000000 Penalty: 1204.668823
	Iteration 381Q: 3 clusters Score -2.159546e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374885 members 
Mstep: Class 2 contains 186476 members 
Entering Unmasked Estep 
Score: -21595516.000000 Penalty: 1204.668823
	Iteration 382Q: 3 clusters Score -2.159552e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374765 members 
Mstep: Class 2 contains 186596 members 
Entering Unmasked Estep 
Score: -21595464.000000 Penalty: 1204.668823
	Iteration 383Q: 3 clusters Score -2.159546e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374638 members 
Mstep: Class 2 contains 186723 members 
Entering Unmasked Estep 
Score: -21595442.000000 Penalty: 1204.668823
	Iteration 384Q: 3 clusters Score -2.159544e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374521 members 
Mstep: Class 2 contains 186840 members 
Entering Unmasked Estep 
Score: -21595420.000000 Penalty: 1204.668823
	Iteration 385Q: 3 clusters Score -2.159542e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374423 members 
Mstep: Class 2 contains 186938 members 
Entering Unmasked Estep 
Score: -21595426.000000 Penalty: 1204.668823
	Iteration 386Q: 3 clusters Score -2.159543e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374315 members 
Mstep: Class 2 contains 187046 members 
Entering Unmasked Estep 
Score: -21595438.000000 Penalty: 1204.668823
	Iteration 387Q: 3 clusters Score -2.159544e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374223 members 
Mstep: Class 2 contains 187138 members 
Entering Unmasked Estep 
Score: -21595452.000000 Penalty: 1204.668823
	Iteration 388Q: 3 clusters Score -2.159545e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374141 members 
Mstep: Class 2 contains 187220 members 
Entering Unmasked Estep 
Score: -21595452.000000 Penalty: 1204.668823
	Iteration 389Q: 3 clusters Score -2.159545e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374055 members 
Mstep: Class 2 contains 187306 members 
Entering Unmasked Estep 
Score: -21595456.000000 Penalty: 1204.668823
	Iteration 390Q: 3 clusters Score -2.159546e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373991 members 
Mstep: Class 2 contains 187370 members 
Entering Unmasked Estep 
Score: -21595452.000000 Penalty: 1204.668823
	Iteration 391Q: 3 clusters Score -2.159545e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373946 members 
Mstep: Class 2 contains 187415 members 
Entering Unmasked Estep 
Score: -21595460.000000 Penalty: 1204.668823
	Iteration 392Q: 3 clusters Score -2.159546e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373889 members 
Mstep: Class 2 contains 187472 members 
Entering Unmasked Estep 
Score: -21595486.000000 Penalty: 1204.668823
	Iteration 393Q: 3 clusters Score -2.159549e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373857 members 
Mstep: Class 2 contains 187504 members 
Entering Unmasked Estep 
Score: -21595470.000000 Penalty: 1204.668823
	Iteration 394Q: 3 clusters Score -2.159547e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373824 members 
Mstep: Class 2 contains 187537 members 
Entering Unmasked Estep 
Score: -21595476.000000 Penalty: 1204.668823
	Iteration 395Q: 3 clusters Score -2.159548e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373790 members 
Mstep: Class 2 contains 187571 members 
Entering Unmasked Estep 
Score: -21595474.000000 Penalty: 1204.668823
	Iteration 396Q: 3 clusters Score -2.159547e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373750 members 
Mstep: Class 2 contains 187611 members 
Entering Unmasked Estep 
Score: -21595490.000000 Penalty: 1204.668823
	Iteration 397Q: 3 clusters Score -2.159549e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373701 members 
Mstep: Class 2 contains 187660 members 
Entering Unmasked Estep 
Score: -21595490.000000 Penalty: 1204.668823
	Iteration 398Q: 3 clusters Score -2.159549e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373637 members 
Mstep: Class 2 contains 187724 members 
Entering Unmasked Estep 
Score: -21595502.000000 Penalty: 1204.668823
	Iteration 399Q: 3 clusters Score -2.15955e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373569 members 
Mstep: Class 2 contains 187792 members 
Entering Unmasked Estep 
Score: -21595486.000000 Penalty: 1204.668823
	Iteration 400F: 3 clusters Score -2.159549e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373496 members 
Mstep: Class 2 contains 187865 members 
Entering Unmasked Estep 
Score: -21595464.000000 Penalty: 1204.668823
	Iteration 401Q: 3 clusters Score -2.159546e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373409 members 
Mstep: Class 2 contains 187952 members 
Entering Unmasked Estep 
Score: -21595496.000000 Penalty: 1204.668823
	Iteration 402Q: 3 clusters Score -2.15955e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373345 members 
Mstep: Class 2 contains 188016 members 
Entering Unmasked Estep 
Score: -21595524.000000 Penalty: 1204.668823
	Iteration 403Q: 3 clusters Score -2.159552e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373280 members 
Mstep: Class 2 contains 188081 members 
Entering Unmasked Estep 
Score: -21595510.000000 Penalty: 1204.668823
	Iteration 404Q: 3 clusters Score -2.159551e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373208 members 
Mstep: Class 2 contains 188153 members 
Entering Unmasked Estep 
Score: -21595464.000000 Penalty: 1204.668823
	Iteration 405Q: 3 clusters Score -2.159546e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373145 members 
Mstep: Class 2 contains 188216 members 
Entering Unmasked Estep 
Score: -21595490.000000 Penalty: 1204.668823
	Iteration 406Q: 3 clusters Score -2.159549e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373087 members 
Mstep: Class 2 contains 188274 members 
Entering Unmasked Estep 
Score: -21595460.000000 Penalty: 1204.668823
	Iteration 407Q: 3 clusters Score -2.159546e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373013 members 
Mstep: Class 2 contains 188348 members 
Entering Unmasked Estep 
Score: -21595446.000000 Penalty: 1204.668823
	Iteration 408Q: 3 clusters Score -2.159545e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372947 members 
Mstep: Class 2 contains 188414 members 
Entering Unmasked Estep 
Score: -21595458.000000 Penalty: 1204.668823
	Iteration 409Q: 3 clusters Score -2.159546e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372879 members 
Mstep: Class 2 contains 188482 members 
Entering Unmasked Estep 
Score: -21595466.000000 Penalty: 1204.668823
	Iteration 410Q: 3 clusters Score -2.159547e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372822 members 
Mstep: Class 2 contains 188539 members 
Entering Unmasked Estep 
Score: -21595516.000000 Penalty: 1204.668823
	Iteration 411Q: 3 clusters Score -2.159552e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372772 members 
Mstep: Class 2 contains 188589 members 
Entering Unmasked Estep 
Score: -21595512.000000 Penalty: 1204.668823
	Iteration 412Q: 3 clusters Score -2.159551e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372726 members 
Mstep: Class 2 contains 188635 members 
Entering Unmasked Estep 
Score: -21595532.000000 Penalty: 1204.668823
	Iteration 413Q: 3 clusters Score -2.159553e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372685 members 
Mstep: Class 2 contains 188676 members 
Entering Unmasked Estep 
Score: -21595530.000000 Penalty: 1204.668823
	Iteration 414Q: 3 clusters Score -2.159553e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372639 members 
Mstep: Class 2 contains 188722 members 
Entering Unmasked Estep 
Score: -21595538.000000 Penalty: 1204.668823
	Iteration 415Q: 3 clusters Score -2.159554e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372597 members 
Mstep: Class 2 contains 188764 members 
Entering Unmasked Estep 
Score: -21595554.000000 Penalty: 1204.668823
	Iteration 416Q: 3 clusters Score -2.159555e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372579 members 
Mstep: Class 2 contains 188782 members 
Entering Unmasked Estep 
Score: -21595558.000000 Penalty: 1204.668823
	Iteration 417Q: 3 clusters Score -2.159556e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372548 members 
Mstep: Class 2 contains 188813 members 
Entering Unmasked Estep 
Score: -21595576.000000 Penalty: 1204.668823
	Iteration 418Q: 3 clusters Score -2.159558e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372528 members 
Mstep: Class 2 contains 188833 members 
Entering Unmasked Estep 
Score: -21595576.000000 Penalty: 1204.668823
	Iteration 419Q: 3 clusters Score -2.159558e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372505 members 
Mstep: Class 2 contains 188856 members 
Entering Unmasked Estep 
Score: -21595586.000000 Penalty: 1204.668823
	Iteration 420F: 3 clusters Score -2.159559e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372477 members 
Mstep: Class 2 contains 188884 members 
Entering Unmasked Estep 
Score: -21595566.000000 Penalty: 1204.668823
	Iteration 421Q: 3 clusters Score -2.159557e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372452 members 
Mstep: Class 2 contains 188909 members 
Entering Unmasked Estep 
Score: -21595592.000000 Penalty: 1204.668823
	Iteration 422Q: 3 clusters Score -2.159559e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372426 members 
Mstep: Class 2 contains 188935 members 
Entering Unmasked Estep 
Score: -21595596.000000 Penalty: 1204.668823
	Iteration 423Q: 3 clusters Score -2.15956e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372390 members 
Mstep: Class 2 contains 188971 members 
Entering Unmasked Estep 
Score: -21595596.000000 Penalty: 1204.668823
	Iteration 424Q: 3 clusters Score -2.15956e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372356 members 
Mstep: Class 2 contains 189005 members 
Entering Unmasked Estep 
Score: -21595582.000000 Penalty: 1204.668823
	Iteration 425Q: 3 clusters Score -2.159558e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372335 members 
Mstep: Class 2 contains 189026 members 
Entering Unmasked Estep 
Score: -21595582.000000 Penalty: 1204.668823
	Iteration 426Q: 3 clusters Score -2.159558e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372293 members 
Mstep: Class 2 contains 189068 members 
Entering Unmasked Estep 
Score: -21595582.000000 Penalty: 1204.668823
	Iteration 427Q: 3 clusters Score -2.159558e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372252 members 
Mstep: Class 2 contains 189109 members 
Entering Unmasked Estep 
Score: -21595606.000000 Penalty: 1204.668823
	Iteration 428Q: 3 clusters Score -2.159561e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372198 members 
Mstep: Class 2 contains 189163 members 
Entering Unmasked Estep 
Score: -21595618.000000 Penalty: 1204.668823
	Iteration 429Q: 3 clusters Score -2.159562e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372150 members 
Mstep: Class 2 contains 189211 members 
Entering Unmasked Estep 
Score: -21595594.000000 Penalty: 1204.668823
	Iteration 430Q: 3 clusters Score -2.159559e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372106 members 
Mstep: Class 2 contains 189255 members 
Entering Unmasked Estep 
Score: -21595610.000000 Penalty: 1204.668823
	Iteration 431Q: 3 clusters Score -2.159561e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372062 members 
Mstep: Class 2 contains 189299 members 
Entering Unmasked Estep 
Score: -21595606.000000 Penalty: 1204.668823
	Iteration 432Q: 3 clusters Score -2.159561e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372032 members 
Mstep: Class 2 contains 189329 members 
Entering Unmasked Estep 
Score: -21595612.000000 Penalty: 1204.668823
	Iteration 433Q: 3 clusters Score -2.159561e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372019 members 
Mstep: Class 2 contains 189342 members 
Entering Unmasked Estep 
Score: -21595588.000000 Penalty: 1204.668823
	Iteration 434Q: 3 clusters Score -2.159559e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372003 members 
Mstep: Class 2 contains 189358 members 
Entering Unmasked Estep 
Score: -21595614.000000 Penalty: 1204.668823
	Iteration 435Q: 3 clusters Score -2.159561e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371996 members 
Mstep: Class 2 contains 189365 members 
Entering Unmasked Estep 
Score: -21595620.000000 Penalty: 1204.668823
	Iteration 436Q: 3 clusters Score -2.159562e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371992 members 
Mstep: Class 2 contains 189369 members 
Entering Unmasked Estep 
Score: -21595616.000000 Penalty: 1204.668823
	Iteration 437Q: 3 clusters Score -2.159562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371991 members 
Mstep: Class 2 contains 189370 members 
Entering Unmasked Estep 
Score: -21595614.000000 Penalty: 1204.668823
	Iteration 438Q: 3 clusters Score -2.159561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371988 members 
Mstep: Class 2 contains 189373 members 
Entering Unmasked Estep 
Score: -21595614.000000 Penalty: 1204.668823
	Iteration 439Q: 3 clusters Score -2.159561e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371981 members 
Mstep: Class 2 contains 189380 members 
Entering Unmasked Estep 
Score: -21595624.000000 Penalty: 1204.668823
	Iteration 440F: 3 clusters Score -2.159562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371978 members 
Mstep: Class 2 contains 189383 members 
Entering Unmasked Estep 
Score: -21595614.000000 Penalty: 1204.668823
	Iteration 441Q: 3 clusters Score -2.159561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371967 members 
Mstep: Class 2 contains 189394 members 
Entering Unmasked Estep 
Score: -21595622.000000 Penalty: 1204.668823
	Iteration 442Q: 3 clusters Score -2.159562e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371948 members 
Mstep: Class 2 contains 189413 members 
Entering Unmasked Estep 
Score: -21595598.000000 Penalty: 1204.668823
	Iteration 443Q: 3 clusters Score -2.15956e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371921 members 
Mstep: Class 2 contains 189440 members 
Entering Unmasked Estep 
Score: -21595602.000000 Penalty: 1204.668823
	Iteration 444Q: 3 clusters Score -2.15956e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371903 members 
Mstep: Class 2 contains 189458 members 
Entering Unmasked Estep 
Score: -21595624.000000 Penalty: 1204.668823
	Iteration 445Q: 3 clusters Score -2.159562e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371885 members 
Mstep: Class 2 contains 189476 members 
Entering Unmasked Estep 
Score: -21595618.000000 Penalty: 1204.668823
	Iteration 446Q: 3 clusters Score -2.159562e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371866 members 
Mstep: Class 2 contains 189495 members 
Entering Unmasked Estep 
Score: -21595636.000000 Penalty: 1204.668823
	Iteration 447Q: 3 clusters Score -2.159564e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371853 members 
Mstep: Class 2 contains 189508 members 
Entering Unmasked Estep 
Score: -21595632.000000 Penalty: 1204.668823
	Iteration 448Q: 3 clusters Score -2.159563e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371835 members 
Mstep: Class 2 contains 189526 members 
Entering Unmasked Estep 
Score: -21595626.000000 Penalty: 1204.668823
	Iteration 449Q: 3 clusters Score -2.159563e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371822 members 
Mstep: Class 2 contains 189539 members 
Entering Unmasked Estep 
Score: -21595592.000000 Penalty: 1204.668823
	Iteration 450Q: 3 clusters Score -2.159559e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371801 members 
Mstep: Class 2 contains 189560 members 
Entering Unmasked Estep 
Score: -21595598.000000 Penalty: 1204.668823
	Iteration 451Q: 3 clusters Score -2.15956e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371785 members 
Mstep: Class 2 contains 189576 members 
Entering Unmasked Estep 
Score: -21595608.000000 Penalty: 1204.668823
	Iteration 452Q: 3 clusters Score -2.159561e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371764 members 
Mstep: Class 2 contains 189597 members 
Entering Unmasked Estep 
Score: -21595614.000000 Penalty: 1204.668823
	Iteration 453Q: 3 clusters Score -2.159561e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371748 members 
Mstep: Class 2 contains 189613 members 
Entering Unmasked Estep 
Score: -21595624.000000 Penalty: 1204.668823
	Iteration 454Q: 3 clusters Score -2.159562e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371730 members 
Mstep: Class 2 contains 189631 members 
Entering Unmasked Estep 
Score: -21595634.000000 Penalty: 1204.668823
	Iteration 455Q: 3 clusters Score -2.159563e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371702 members 
Mstep: Class 2 contains 189659 members 
Entering Unmasked Estep 
Score: -21595642.000000 Penalty: 1204.668823
	Iteration 456Q: 3 clusters Score -2.159564e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371691 members 
Mstep: Class 2 contains 189670 members 
Entering Unmasked Estep 
Score: -21595652.000000 Penalty: 1204.668823
	Iteration 457Q: 3 clusters Score -2.159565e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371671 members 
Mstep: Class 2 contains 189690 members 
Entering Unmasked Estep 
Score: -21595644.000000 Penalty: 1204.668823
	Iteration 458Q: 3 clusters Score -2.159564e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371661 members 
Mstep: Class 2 contains 189700 members 
Entering Unmasked Estep 
Score: -21595660.000000 Penalty: 1204.668823
	Iteration 459Q: 3 clusters Score -2.159566e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371648 members 
Mstep: Class 2 contains 189713 members 
Entering Unmasked Estep 
Score: -21595644.000000 Penalty: 1204.668823
	Iteration 460F: 3 clusters Score -2.159564e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371631 members 
Mstep: Class 2 contains 189730 members 
Entering Unmasked Estep 
Score: -21595674.000000 Penalty: 1204.668823
	Iteration 461Q: 3 clusters Score -2.159567e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371630 members 
Mstep: Class 2 contains 189731 members 
Entering Unmasked Estep 
Score: -21595678.000000 Penalty: 1204.668823
	Iteration 462Q: 3 clusters Score -2.159568e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371621 members 
Mstep: Class 2 contains 189740 members 
Entering Unmasked Estep 
Score: -21595666.000000 Penalty: 1204.668823
	Iteration 463Q: 3 clusters Score -2.159567e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371606 members 
Mstep: Class 2 contains 189755 members 
Entering Unmasked Estep 
Score: -21595646.000000 Penalty: 1204.668823
	Iteration 464Q: 3 clusters Score -2.159565e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371595 members 
Mstep: Class 2 contains 189766 members 
Entering Unmasked Estep 
Score: -21595656.000000 Penalty: 1204.668823
	Iteration 465Q: 3 clusters Score -2.159566e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371595 members 
Mstep: Class 2 contains 189766 members 
Entering Unmasked Estep 
Score: -21595666.000000 Penalty: 1204.668823
	Iteration 466Q: 3 clusters Score -2.159567e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371596 members 
Mstep: Class 2 contains 189765 members 
Entering Unmasked Estep 
Score: -21595656.000000 Penalty: 1204.668823
	Iteration 467Q: 3 clusters Score -2.159566e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371592 members 
Mstep: Class 2 contains 189769 members 
Entering Unmasked Estep 
Score: -21595654.000000 Penalty: 1204.668823
	Iteration 468Q: 3 clusters Score -2.159565e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371580 members 
Mstep: Class 2 contains 189781 members 
Entering Unmasked Estep 
Score: -21595644.000000 Penalty: 1204.668823
	Iteration 469Q: 3 clusters Score -2.159564e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371570 members 
Mstep: Class 2 contains 189791 members 
Entering Unmasked Estep 
Score: -21595668.000000 Penalty: 1204.668823
	Iteration 470Q: 3 clusters Score -2.159567e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371555 members 
Mstep: Class 2 contains 189806 members 
Entering Unmasked Estep 
Score: -21595652.000000 Penalty: 1204.668823
	Iteration 471Q: 3 clusters Score -2.159565e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371530 members 
Mstep: Class 2 contains 189831 members 
Entering Unmasked Estep 
Score: -21595670.000000 Penalty: 1204.668823
	Iteration 472Q: 3 clusters Score -2.159567e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371520 members 
Mstep: Class 2 contains 189841 members 
Entering Unmasked Estep 
Score: -21595668.000000 Penalty: 1204.668823
	Iteration 473Q: 3 clusters Score -2.159567e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371515 members 
Mstep: Class 2 contains 189846 members 
Entering Unmasked Estep 
Score: -21595698.000000 Penalty: 1204.668823
	Iteration 474Q: 3 clusters Score -2.15957e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371513 members 
Mstep: Class 2 contains 189848 members 
Entering Unmasked Estep 
Score: -21595694.000000 Penalty: 1204.668823
	Iteration 475Q: 3 clusters Score -2.159569e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371506 members 
Mstep: Class 2 contains 189855 members 
Entering Unmasked Estep 
Score: -21595674.000000 Penalty: 1204.668823
	Iteration 476Q: 3 clusters Score -2.159567e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371500 members 
Mstep: Class 2 contains 189861 members 
Entering Unmasked Estep 
Score: -21595682.000000 Penalty: 1204.668823
	Iteration 477Q: 3 clusters Score -2.159568e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371497 members 
Mstep: Class 2 contains 189864 members 
Entering Unmasked Estep 
Score: -21595692.000000 Penalty: 1204.668823
	Iteration 478Q: 3 clusters Score -2.159569e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371501 members 
Mstep: Class 2 contains 189860 members 
Entering Unmasked Estep 
Score: -21595686.000000 Penalty: 1204.668823
	Iteration 479Q: 3 clusters Score -2.159569e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371496 members 
Mstep: Class 2 contains 189865 members 
Entering Unmasked Estep 
Score: -21595692.000000 Penalty: 1204.668823
	Iteration 480F: 3 clusters Score -2.159569e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371483 members 
Mstep: Class 2 contains 189878 members 
Entering Unmasked Estep 
Score: -21595690.000000 Penalty: 1204.668823
	Iteration 481Q: 3 clusters Score -2.159569e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371474 members 
Mstep: Class 2 contains 189887 members 
Entering Unmasked Estep 
Score: -21595702.000000 Penalty: 1204.668823
	Iteration 482Q: 3 clusters Score -2.15957e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371455 members 
Mstep: Class 2 contains 189906 members 
Entering Unmasked Estep 
Score: -21595706.000000 Penalty: 1204.668823
	Iteration 483Q: 3 clusters Score -2.159571e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371437 members 
Mstep: Class 2 contains 189924 members 
Entering Unmasked Estep 
Score: -21595694.000000 Penalty: 1204.668823
	Iteration 484Q: 3 clusters Score -2.159569e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371417 members 
Mstep: Class 2 contains 189944 members 
Entering Unmasked Estep 
Score: -21595684.000000 Penalty: 1204.668823
	Iteration 485Q: 3 clusters Score -2.159568e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371397 members 
Mstep: Class 2 contains 189964 members 
Entering Unmasked Estep 
Score: -21595680.000000 Penalty: 1204.668823
	Iteration 486Q: 3 clusters Score -2.159568e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371370 members 
Mstep: Class 2 contains 189991 members 
Entering Unmasked Estep 
Score: -21595674.000000 Penalty: 1204.668823
	Iteration 487Q: 3 clusters Score -2.159567e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371335 members 
Mstep: Class 2 contains 190026 members 
Entering Unmasked Estep 
Score: -21595690.000000 Penalty: 1204.668823
	Iteration 488Q: 3 clusters Score -2.159569e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371300 members 
Mstep: Class 2 contains 190061 members 
Entering Unmasked Estep 
Score: -21595682.000000 Penalty: 1204.668823
	Iteration 489Q: 3 clusters Score -2.159568e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371255 members 
Mstep: Class 2 contains 190106 members 
Entering Unmasked Estep 
Score: -21595678.000000 Penalty: 1204.668823
	Iteration 490Q: 3 clusters Score -2.159568e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371213 members 
Mstep: Class 2 contains 190148 members 
Entering Unmasked Estep 
Score: -21595692.000000 Penalty: 1204.668823
	Iteration 491Q: 3 clusters Score -2.159569e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371168 members 
Mstep: Class 2 contains 190193 members 
Entering Unmasked Estep 
Score: -21595706.000000 Penalty: 1204.668823
	Iteration 492Q: 3 clusters Score -2.159571e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371133 members 
Mstep: Class 2 contains 190228 members 
Entering Unmasked Estep 
Score: -21595726.000000 Penalty: 1204.668823
	Iteration 493Q: 3 clusters Score -2.159573e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371095 members 
Mstep: Class 2 contains 190266 members 
Entering Unmasked Estep 
Score: -21595722.000000 Penalty: 1204.668823
	Iteration 494Q: 3 clusters Score -2.159572e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371064 members 
Mstep: Class 2 contains 190297 members 
Entering Unmasked Estep 
Score: -21595726.000000 Penalty: 1204.668823
	Iteration 495Q: 3 clusters Score -2.159573e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371039 members 
Mstep: Class 2 contains 190322 members 
Entering Unmasked Estep 
Score: -21595732.000000 Penalty: 1204.668823
	Iteration 496Q: 3 clusters Score -2.159573e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371017 members 
Mstep: Class 2 contains 190344 members 
Entering Unmasked Estep 
Score: -21595732.000000 Penalty: 1204.668823
	Iteration 497Q: 3 clusters Score -2.159573e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370982 members 
Mstep: Class 2 contains 190379 members 
Entering Unmasked Estep 
Score: -21595720.000000 Penalty: 1204.668823
	Iteration 498Q: 3 clusters Score -2.159572e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370959 members 
Mstep: Class 2 contains 190402 members 
Entering Unmasked Estep 
Score: -21595730.000000 Penalty: 1204.668823
	Iteration 499Q: 3 clusters Score -2.159573e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370940 members 
Mstep: Class 2 contains 190421 members 
Entering Unmasked Estep 
Score: -21595740.000000 Penalty: 1204.668823
	Iteration 500F: 3 clusters Score -2.159574e+07 nChanged 43
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 13 (7639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Entering Unmasked Estep 
Score: -283358.500000 Penalty: 406.816498
	Iteration 0F: 2 clusters Score -283358.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -278263.562500 Penalty: 813.632996
	Iteration 0F: 3 clusters Score -278263.6 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -280672.781250 Penalty: 813.632996
	Iteration 1F: 3 clusters Score -280672.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -281128.968750 Penalty: 813.632996
	Iteration 2F: 3 clusters Score -281129 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -281554.718750 Penalty: 813.632996
	Iteration 3F: 3 clusters Score -281554.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -281913.718750 Penalty: 813.632996
	Iteration 4F: 3 clusters Score -281913.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -282099.593750 Penalty: 813.632996
	Iteration 5F: 3 clusters Score -282099.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -282169.406250 Penalty: 813.632996
	Iteration 6Q: 3 clusters Score -282169.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -282198.750000 Penalty: 813.632996
	Iteration 7Q: 3 clusters Score -282198.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -282212.843750 Penalty: 813.632996
	Iteration 8Q: 3 clusters Score -282212.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -282225.437500 Penalty: 813.632996
	Iteration 9Q: 3 clusters Score -282225.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -282240.218750 Penalty: 813.632996
	Iteration 10Q: 3 clusters Score -282240.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -282250.312500 Penalty: 813.632996
	Iteration 11Q: 3 clusters Score -282250.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -282261.718750 Penalty: 813.632996
	Iteration 12Q: 3 clusters Score -282261.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -282275.125000 Penalty: 813.632996
	Iteration 13Q: 3 clusters Score -282275.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -282290.062500 Penalty: 813.632996
	Iteration 14Q: 3 clusters Score -282290.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -282309.437500 Penalty: 813.632996
	Iteration 15Q: 3 clusters Score -282309.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -282330.687500 Penalty: 813.632996
	Iteration 16Q: 3 clusters Score -282330.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -282349.781250 Penalty: 813.632996
	Iteration 17Q: 3 clusters Score -282349.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -282368.968750 Penalty: 813.632996
	Iteration 18Q: 3 clusters Score -282369 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -282381.343750 Penalty: 813.632996
	Iteration 19Q: 3 clusters Score -282381.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -282386.437500 Penalty: 813.632996
	Iteration 20F: 3 clusters Score -282386.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -282391.312500 Penalty: 813.632996
	Iteration 21Q: 3 clusters Score -282391.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -282396.968750 Penalty: 813.632996
	Iteration 22Q: 3 clusters Score -282397 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -282403.093750 Penalty: 813.632996
	Iteration 23Q: 3 clusters Score -282403.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -282408.156250 Penalty: 813.632996
	Iteration 24Q: 3 clusters Score -282408.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -282410.656250 Penalty: 813.632996
	Iteration 25Q: 3 clusters Score -282410.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -282416.718750 Penalty: 813.632996
	Iteration 26Q: 3 clusters Score -282416.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -282420.781250 Penalty: 813.632996
	Iteration 27Q: 3 clusters Score -282420.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -282425.500000 Penalty: 813.632996
	Iteration 28Q: 3 clusters Score -282425.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -282431.687500 Penalty: 813.632996
	Iteration 29Q: 3 clusters Score -282431.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -282435.062500 Penalty: 813.632996
	Iteration 30Q: 3 clusters Score -282435.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -282438.750000 Penalty: 813.632996
	Iteration 31Q: 3 clusters Score -282438.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -282440.843750 Penalty: 813.632996
	Iteration 32Q: 3 clusters Score -282440.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -282442.093750 Penalty: 813.632996
	Iteration 33Q: 3 clusters Score -282442.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -282445.000000 Penalty: 813.632996
	Iteration 34Q: 3 clusters Score -282445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -282446.031250 Penalty: 813.632996
	Iteration 35Q: 3 clusters Score -282446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -282448.093750 Penalty: 813.632996
	Iteration 36Q: 3 clusters Score -282448.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -282448.031250 Penalty: 813.632996
	Iteration 37Q: 3 clusters Score -282448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -282448.531250 Penalty: 813.632996
	Iteration 38Q: 3 clusters Score -282448.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -282449.718750 Penalty: 813.632996
	Iteration 39Q: 3 clusters Score -282449.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -282450.812500 Penalty: 813.632996
	Iteration 40F: 3 clusters Score -282450.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -282451.531250 Penalty: 813.632996
	Iteration 41Q: 3 clusters Score -282451.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -282452.125000 Penalty: 813.632996
	Iteration 42Q: 3 clusters Score -282452.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -282453.093750 Penalty: 813.632996
	Iteration 43Q: 3 clusters Score -282453.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -282453.656250 Penalty: 813.632996
	Iteration 44Q: 3 clusters Score -282453.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -282453.781250 Penalty: 813.632996
	Iteration 45Q: 3 clusters Score -282453.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -282453.937500 Penalty: 813.632996
	Iteration 46Q: 3 clusters Score -282453.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -282454.343750 Penalty: 813.632996
	Iteration 47Q: 3 clusters Score -282454.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -282455.468750 Penalty: 813.632996
	Iteration 48Q: 3 clusters Score -282455.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -282456.281250 Penalty: 813.632996
	Iteration 49Q: 3 clusters Score -282456.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -282456.187500 Penalty: 813.632996
	Iteration 50Q: 3 clusters Score -282456.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -282456.437500 Penalty: 813.632996
	Iteration 51Q: 3 clusters Score -282456.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -282456.625000 Penalty: 813.632996
	Iteration 52Q: 3 clusters Score -282456.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -282456.781250 Penalty: 813.632996
	Iteration 53Q: 3 clusters Score -282456.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -282457.531250 Penalty: 813.632996
	Iteration 54Q: 3 clusters Score -282457.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -282457.093750 Penalty: 813.632996
	Iteration 55Q: 3 clusters Score -282457.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -282457.031250 Penalty: 813.632996
	Iteration 56Q: 3 clusters Score -282457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -282457.500000 Penalty: 813.632996
	Iteration 57Q: 3 clusters Score -282457.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -282458.156250 Penalty: 813.632996
	Iteration 58Q: 3 clusters Score -282458.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -282459.156250 Penalty: 813.632996
	Iteration 59Q: 3 clusters Score -282459.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -282459.406250 Penalty: 813.632996
	Iteration 60F: 3 clusters Score -282459.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -282461.312500 Penalty: 813.632996
	Iteration 61Q: 3 clusters Score -282461.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -282464.000000 Penalty: 813.632996
	Iteration 62Q: 3 clusters Score -282464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -282467.750000 Penalty: 813.632996
	Iteration 63Q: 3 clusters Score -282467.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -282474.656250 Penalty: 813.632996
	Iteration 64Q: 3 clusters Score -282474.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -282478.781250 Penalty: 813.632996
	Iteration 65Q: 3 clusters Score -282478.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -282482.281250 Penalty: 813.632996
	Iteration 66Q: 3 clusters Score -282482.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -282488.156250 Penalty: 813.632996
	Iteration 67Q: 3 clusters Score -282488.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -282491.062500 Penalty: 813.632996
	Iteration 68Q: 3 clusters Score -282491.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -282492.875000 Penalty: 813.632996
	Iteration 69Q: 3 clusters Score -282492.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -282494.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -282495.406250 Penalty: 813.632996
	Iteration 71Q: 3 clusters Score -282495.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -282497.718750 Penalty: 813.632996
	Iteration 72Q: 3 clusters Score -282497.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -282500.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -282502.031250 Penalty: 813.632996
	Iteration 74Q: 3 clusters Score -282502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -282504.031250 Penalty: 813.632996
	Iteration 75Q: 3 clusters Score -282504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -282507.250000 Penalty: 813.632996
	Iteration 76Q: 3 clusters Score -282507.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -282508.687500 Penalty: 813.632996
	Iteration 77Q: 3 clusters Score -282508.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -282509.156250 Penalty: 813.632996
	Iteration 78Q: 3 clusters Score -282509.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -282509.375000 Penalty: 813.632996
	Iteration 79Q: 3 clusters Score -282509.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -282511.156250 Penalty: 813.632996
	Iteration 80F: 3 clusters Score -282511.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -282512.968750 Penalty: 813.632996
	Iteration 81Q: 3 clusters Score -282513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -282513.312500 Penalty: 813.632996
	Iteration 82Q: 3 clusters Score -282513.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -282515.375000 Penalty: 813.632996
	Iteration 83Q: 3 clusters Score -282515.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -282517.875000 Penalty: 813.632996
	Iteration 84Q: 3 clusters Score -282517.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -282519.406250 Penalty: 813.632996
	Iteration 85Q: 3 clusters Score -282519.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -282520.187500 Penalty: 813.632996
	Iteration 86Q: 3 clusters Score -282520.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -282522.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -282526.187500 Penalty: 813.632996
	Iteration 88Q: 3 clusters Score -282526.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -282527.375000 Penalty: 813.632996
	Iteration 89Q: 3 clusters Score -282527.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -282530.156250 Penalty: 813.632996
	Iteration 90Q: 3 clusters Score -282530.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -282532.125000 Penalty: 813.632996
	Iteration 91Q: 3 clusters Score -282532.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -282532.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -282533.781250 Penalty: 813.632996
	Iteration 93Q: 3 clusters Score -282533.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -282534.718750 Penalty: 813.632996
	Iteration 94Q: 3 clusters Score -282534.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -282538.656250 Penalty: 813.632996
	Iteration 95Q: 3 clusters Score -282538.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -282545.593750 Penalty: 813.632996
	Iteration 96Q: 3 clusters Score -282545.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -282553.312500 Penalty: 813.632996
	Iteration 97Q: 3 clusters Score -282553.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -282562.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -282573.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -282581.937500 Penalty: 813.632996
	Iteration 100F: 3 clusters Score -282581.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -282589.406250 Penalty: 813.632996
	Iteration 101Q: 3 clusters Score -282589.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -282601.218750 Penalty: 813.632996
	Iteration 102Q: 3 clusters Score -282601.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -282616.562500 Penalty: 813.632996
	Iteration 103Q: 3 clusters Score -282616.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -282628.468750 Penalty: 813.632996
	Iteration 104Q: 3 clusters Score -282628.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -282641.500000 Penalty: 813.632996
	Iteration 105Q: 3 clusters Score -282641.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -282658.750000 Penalty: 813.632996
	Iteration 106Q: 3 clusters Score -282658.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -282677.375000 Penalty: 813.632996
	Iteration 107Q: 3 clusters Score -282677.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -282696.906250 Penalty: 813.632996
	Iteration 108Q: 3 clusters Score -282696.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -282719.937500 Penalty: 813.632996
	Iteration 109Q: 3 clusters Score -282719.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -282742.562500 Penalty: 813.632996
	Iteration 110Q: 3 clusters Score -282742.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -282765.312500 Penalty: 813.632996
	Iteration 111Q: 3 clusters Score -282765.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -282785.937500 Penalty: 813.632996
	Iteration 112Q: 3 clusters Score -282785.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -282804.906250 Penalty: 813.632996
	Iteration 113Q: 3 clusters Score -282804.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -282821.500000 Penalty: 813.632996
	Iteration 114Q: 3 clusters Score -282821.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -282842.531250 Penalty: 813.632996
	Iteration 115Q: 3 clusters Score -282842.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -282866.812500 Penalty: 813.632996
	Iteration 116Q: 3 clusters Score -282866.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -282890.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -282914.718750 Penalty: 813.632996
	Iteration 118Q: 3 clusters Score -282914.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -282949.500000 Penalty: 813.632996
	Iteration 119Q: 3 clusters Score -282949.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -282980.468750 Penalty: 813.632996
	Iteration 120F: 3 clusters Score -282980.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -283012.593750 Penalty: 813.632996
	Iteration 121Q: 3 clusters Score -283012.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -283048.687500 Penalty: 813.632996
	Iteration 122Q: 3 clusters Score -283048.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -283081.281250 Penalty: 813.632996
	Iteration 123Q: 3 clusters Score -283081.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -283110.812500 Penalty: 813.632996
	Iteration 124Q: 3 clusters Score -283110.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -283138.218750 Penalty: 813.632996
	Iteration 125Q: 3 clusters Score -283138.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -283161.562500 Penalty: 813.632996
	Iteration 126Q: 3 clusters Score -283161.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -283182.468750 Penalty: 813.632996
	Iteration 127Q: 3 clusters Score -283182.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -283197.062500 Penalty: 813.632996
	Iteration 128Q: 3 clusters Score -283197.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -283205.250000 Penalty: 813.632996
	Iteration 129Q: 3 clusters Score -283205.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -283210.312500 Penalty: 813.632996
	Iteration 130Q: 3 clusters Score -283210.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -283218.125000 Penalty: 813.632996
	Iteration 131Q: 3 clusters Score -283218.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -283229.812500 Penalty: 813.632996
	Iteration 132Q: 3 clusters Score -283229.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -283244.812500 Penalty: 813.632996
	Iteration 133Q: 3 clusters Score -283244.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -283254.750000 Penalty: 813.632996
	Iteration 134Q: 3 clusters Score -283254.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -283259.218750 Penalty: 813.632996
	Iteration 135Q: 3 clusters Score -283259.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -283265.250000 Penalty: 813.632996
	Iteration 136Q: 3 clusters Score -283265.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -283273.562500 Penalty: 813.632996
	Iteration 137Q: 3 clusters Score -283273.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -283275.593750 Penalty: 813.632996
	Iteration 138Q: 3 clusters Score -283275.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -283276.750000 Penalty: 813.632996
	Iteration 139Q: 3 clusters Score -283276.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -283280.843750 Penalty: 813.632996
	Iteration 140F: 3 clusters Score -283280.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -283284.625000 Penalty: 813.632996
	Iteration 141Q: 3 clusters Score -283284.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -283288.093750 Penalty: 813.632996
	Iteration 142Q: 3 clusters Score -283288.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -283297.125000 Penalty: 813.632996
	Iteration 143Q: 3 clusters Score -283297.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -283306.875000 Penalty: 813.632996
	Iteration 144Q: 3 clusters Score -283306.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -283312.468750 Penalty: 813.632996
	Iteration 145Q: 3 clusters Score -283312.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -283316.656250 Penalty: 813.632996
	Iteration 146Q: 3 clusters Score -283316.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -283319.781250 Penalty: 813.632996
	Iteration 147Q: 3 clusters Score -283319.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -283321.375000 Penalty: 813.632996
	Iteration 148Q: 3 clusters Score -283321.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -283321.218750 Penalty: 813.632996
	Iteration 149Q: 3 clusters Score -283321.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -283321.218750 Penalty: 813.632996
	Iteration 150F: 3 clusters Score -283321.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (106864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106864 members 
Entering Unmasked Estep 
Score: -4113864.250000 Penalty: 526.858704
	Iteration 0F: 2 clusters Score -4113864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -4041519.500000 Penalty: 1053.717407
	Iteration 0F: 3 clusters Score -4041520 nChanged 52417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54889 members 
Mstep: Class 2 contains 51975 members 
Entering Unmasked Estep 
Score: -4073350.000000 Penalty: 1053.717407
	Iteration 1F: 3 clusters Score -4073350 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55771 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -4075238.250000 Penalty: 1053.717407
	Iteration 2Q: 3 clusters Score -4075238 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56998 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -4078006.000000 Penalty: 1053.717407
	Iteration 3F: 3 clusters Score -4078006 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58725 members 
Mstep: Class 2 contains 48139 members 
Entering Unmasked Estep 
Score: -4082014.500000 Penalty: 1053.717407
	Iteration 4F: 3 clusters Score -4082014 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60666 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -4087342.500000 Penalty: 1053.717407
	Iteration 5F: 3 clusters Score -4087342 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62508 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -4092949.250000 Penalty: 1053.717407
	Iteration 6F: 3 clusters Score -4092949 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64052 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -4097339.500000 Penalty: 1053.717407
	Iteration 7F: 3 clusters Score -4097340 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65427 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -4099682.500000 Penalty: 1053.717407
	Iteration 8Q: 3 clusters Score -4099682 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66810 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -4101020.500000 Penalty: 1053.717407
	Iteration 9Q: 3 clusters Score -4101020 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68202 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -4102118.750000 Penalty: 1053.717407
	Iteration 10Q: 3 clusters Score -4102119 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -4103183.500000 Penalty: 1053.717407
	Iteration 11Q: 3 clusters Score -4103184 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70869 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -4104201.500000 Penalty: 1053.717407
	Iteration 12Q: 3 clusters Score -4104202 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72098 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -4105298.250000 Penalty: 1053.717407
	Iteration 13Q: 3 clusters Score -4105298 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73168 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -4106223.500000 Penalty: 1053.717407
	Iteration 14Q: 3 clusters Score -4106224 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74084 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -4106994.750000 Penalty: 1053.717407
	Iteration 15Q: 3 clusters Score -4106995 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -4107679.500000 Penalty: 1053.717407
	Iteration 16Q: 3 clusters Score -4107680 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75563 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -4108220.000000 Penalty: 1053.717407
	Iteration 17Q: 3 clusters Score -4108220 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76157 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -4108575.000000 Penalty: 1053.717407
	Iteration 18Q: 3 clusters Score -4108575 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76742 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -4108800.750000 Penalty: 1053.717407
	Iteration 19Q: 3 clusters Score -4108801 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77274 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -4109032.000000 Penalty: 1053.717407
	Iteration 20F: 3 clusters Score -4109032 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77804 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -4109153.250000 Penalty: 1053.717407
	Iteration 21Q: 3 clusters Score -4109153 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78291 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -4109247.500000 Penalty: 1053.717407
	Iteration 22Q: 3 clusters Score -4109248 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78759 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -4109362.250000 Penalty: 1053.717407
	Iteration 23Q: 3 clusters Score -4109362 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79257 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -4109444.500000 Penalty: 1053.717407
	Iteration 24Q: 3 clusters Score -4109444 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79777 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -4109497.750000 Penalty: 1053.717407
	Iteration 25Q: 3 clusters Score -4109498 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80307 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -4109569.000000 Penalty: 1053.717407
	Iteration 26Q: 3 clusters Score -4109569 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80850 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -4109636.750000 Penalty: 1053.717407
	Iteration 27Q: 3 clusters Score -4109637 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81402 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -4109708.500000 Penalty: 1053.717407
	Iteration 28Q: 3 clusters Score -4109708 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81960 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -4109772.500000 Penalty: 1053.717407
	Iteration 29Q: 3 clusters Score -4109772 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82551 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -4109861.500000 Penalty: 1053.717407
	Iteration 30Q: 3 clusters Score -4109862 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83098 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -4109921.000000 Penalty: 1053.717407
	Iteration 31Q: 3 clusters Score -4109921 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83643 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -4109994.000000 Penalty: 1053.717407
	Iteration 32Q: 3 clusters Score -4109994 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84164 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -4110073.250000 Penalty: 1053.717407
	Iteration 33Q: 3 clusters Score -4110073 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84703 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -4110147.250000 Penalty: 1053.717407
	Iteration 34Q: 3 clusters Score -4110147 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85218 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -4110205.250000 Penalty: 1053.717407
	Iteration 35Q: 3 clusters Score -4110205 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85699 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -4110258.000000 Penalty: 1053.717407
	Iteration 36Q: 3 clusters Score -4110258 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86154 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -4110291.750000 Penalty: 1053.717407
	Iteration 37Q: 3 clusters Score -4110292 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86635 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -4110371.250000 Penalty: 1053.717407
	Iteration 38Q: 3 clusters Score -4110371 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87095 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -4110425.500000 Penalty: 1053.717407
	Iteration 39Q: 3 clusters Score -4110426 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87574 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -4110525.000000 Penalty: 1053.717407
	Iteration 40F: 3 clusters Score -4110525 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88041 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -4110585.500000 Penalty: 1053.717407
	Iteration 41Q: 3 clusters Score -4110586 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88520 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -4110637.000000 Penalty: 1053.717407
	Iteration 42Q: 3 clusters Score -4110637 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89013 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -4110708.500000 Penalty: 1053.717407
	Iteration 43Q: 3 clusters Score -4110708 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89516 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -4110771.250000 Penalty: 1053.717407
	Iteration 44Q: 3 clusters Score -4110771 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90009 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -4110850.750000 Penalty: 1053.717407
	Iteration 45Q: 3 clusters Score -4110851 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90483 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -4110938.500000 Penalty: 1053.717407
	Iteration 46Q: 3 clusters Score -4110938 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90970 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -4111014.000000 Penalty: 1053.717407
	Iteration 47Q: 3 clusters Score -4111014 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91498 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -4111080.000000 Penalty: 1053.717407
	Iteration 48Q: 3 clusters Score -4111080 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91999 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -4111157.000000 Penalty: 1053.717407
	Iteration 49Q: 3 clusters Score -4111157 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92492 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -4111252.500000 Penalty: 1053.717407
	Iteration 50Q: 3 clusters Score -4111252 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92988 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -4111329.250000 Penalty: 1053.717407
	Iteration 51Q: 3 clusters Score -4111329 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93475 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -4111419.250000 Penalty: 1053.717407
	Iteration 52Q: 3 clusters Score -4111419 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93965 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -4111508.500000 Penalty: 1053.717407
	Iteration 53Q: 3 clusters Score -4111508 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94430 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -4111592.500000 Penalty: 1053.717407
	Iteration 54Q: 3 clusters Score -4111592 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94891 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -4111693.500000 Penalty: 1053.717407
	Iteration 55Q: 3 clusters Score -4111694 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95389 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -4111789.750000 Penalty: 1053.717407
	Iteration 56Q: 3 clusters Score -4111790 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95872 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -4111842.500000 Penalty: 1053.717407
	Iteration 57Q: 3 clusters Score -4111842 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96329 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -4111911.000000 Penalty: 1053.717407
	Iteration 58Q: 3 clusters Score -4111911 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96784 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -4112013.250000 Penalty: 1053.717407
	Iteration 59Q: 3 clusters Score -4112013 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97206 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -4112113.750000 Penalty: 1053.717407
	Iteration 60F: 3 clusters Score -4112114 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97615 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -4112170.250000 Penalty: 1053.717407
	Iteration 61Q: 3 clusters Score -4112170 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97958 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -4112238.500000 Penalty: 1053.717407
	Iteration 62Q: 3 clusters Score -4112238 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98330 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -4112306.500000 Penalty: 1053.717407
	Iteration 63Q: 3 clusters Score -4112306 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98666 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -4112350.250000 Penalty: 1053.717407
	Iteration 64Q: 3 clusters Score -4112350 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98964 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -4112412.750000 Penalty: 1053.717407
	Iteration 65Q: 3 clusters Score -4112413 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99263 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -4112470.000000 Penalty: 1053.717407
	Iteration 66Q: 3 clusters Score -4112470 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99547 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -4112510.500000 Penalty: 1053.717407
	Iteration 67Q: 3 clusters Score -4112510 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99787 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -4112553.250000 Penalty: 1053.717407
	Iteration 68Q: 3 clusters Score -4112553 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100016 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -4112601.000000 Penalty: 1053.717407
	Iteration 69Q: 3 clusters Score -4112601 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100268 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -4112639.750000 Penalty: 1053.717407
	Iteration 70Q: 3 clusters Score -4112640 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100517 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -4112692.750000 Penalty: 1053.717407
	Iteration 71Q: 3 clusters Score -4112693 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100777 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -4112725.500000 Penalty: 1053.717407
	Iteration 72Q: 3 clusters Score -4112726 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101065 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -4112777.500000 Penalty: 1053.717407
	Iteration 73Q: 3 clusters Score -4112778 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101342 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -4112809.750000 Penalty: 1053.717407
	Iteration 74Q: 3 clusters Score -4112810 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101606 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -4112861.500000 Penalty: 1053.717407
	Iteration 75Q: 3 clusters Score -4112862 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101843 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -4112905.500000 Penalty: 1053.717407
	Iteration 76Q: 3 clusters Score -4112906 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102046 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -4112942.000000 Penalty: 1053.717407
	Iteration 77Q: 3 clusters Score -4112942 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102260 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -4112974.000000 Penalty: 1053.717407
	Iteration 78Q: 3 clusters Score -4112974 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102471 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -4113020.750000 Penalty: 1053.717407
	Iteration 79Q: 3 clusters Score -4113021 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102670 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -4113067.750000 Penalty: 1053.717407
	Iteration 80F: 3 clusters Score -4113068 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102855 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -4113117.750000 Penalty: 1053.717407
	Iteration 81Q: 3 clusters Score -4113118 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103022 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -4113133.750000 Penalty: 1053.717407
	Iteration 82Q: 3 clusters Score -4113134 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103154 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -4113147.500000 Penalty: 1053.717407
	Iteration 83Q: 3 clusters Score -4113148 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103293 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -4113162.000000 Penalty: 1053.717407
	Iteration 84Q: 3 clusters Score -4113162 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103414 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -4113185.500000 Penalty: 1053.717407
	Iteration 85Q: 3 clusters Score -4113186 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103531 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -4113201.500000 Penalty: 1053.717407
	Iteration 86Q: 3 clusters Score -4113202 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103639 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -4113227.750000 Penalty: 1053.717407
	Iteration 87Q: 3 clusters Score -4113228 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103737 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -4113239.000000 Penalty: 1053.717407
	Iteration 88Q: 3 clusters Score -4113239 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103829 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -4113253.500000 Penalty: 1053.717407
	Iteration 89Q: 3 clusters Score -4113254 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103909 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -4113255.500000 Penalty: 1053.717407
	Iteration 90Q: 3 clusters Score -4113256 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103999 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -4113284.500000 Penalty: 1053.717407
	Iteration 91Q: 3 clusters Score -4113284 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104085 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -4113297.750000 Penalty: 1053.717407
	Iteration 92Q: 3 clusters Score -4113298 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104170 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4113305.250000 Penalty: 1053.717407
	Iteration 93Q: 3 clusters Score -4113305 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104236 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4113305.750000 Penalty: 1053.717407
	Iteration 94Q: 3 clusters Score -4113306 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104301 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4113326.000000 Penalty: 1053.717407
	Iteration 95Q: 3 clusters Score -4113326 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104367 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4113341.750000 Penalty: 1053.717407
	Iteration 96Q: 3 clusters Score -4113342 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104445 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4113352.000000 Penalty: 1053.717407
	Iteration 97Q: 3 clusters Score -4113352 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104521 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4113371.750000 Penalty: 1053.717407
	Iteration 98Q: 3 clusters Score -4113372 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104581 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4113395.250000 Penalty: 1053.717407
	Iteration 99Q: 3 clusters Score -4113395 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104631 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4113389.000000 Penalty: 1053.717407
	Iteration 100F: 3 clusters Score -4113389 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104684 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -4113393.500000 Penalty: 1053.717407
	Iteration 101Q: 3 clusters Score -4113394 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104735 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4113400.500000 Penalty: 1053.717407
	Iteration 102Q: 3 clusters Score -4113400 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104780 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4113400.000000 Penalty: 1053.717407
	Iteration 103Q: 3 clusters Score -4113400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104808 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4113411.500000 Penalty: 1053.717407
	Iteration 104Q: 3 clusters Score -4113412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104834 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4113415.000000 Penalty: 1053.717407
	Iteration 105Q: 3 clusters Score -4113415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104857 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4113411.500000 Penalty: 1053.717407
	Iteration 106Q: 3 clusters Score -4113412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104878 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4113414.500000 Penalty: 1053.717407
	Iteration 107Q: 3 clusters Score -4113414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104892 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4113415.250000 Penalty: 1053.717407
	Iteration 108Q: 3 clusters Score -4113415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104907 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4113422.000000 Penalty: 1053.717407
	Iteration 109Q: 3 clusters Score -4113422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104922 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4113424.500000 Penalty: 1053.717407
	Iteration 110Q: 3 clusters Score -4113424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104931 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4113419.250000 Penalty: 1053.717407
	Iteration 111Q: 3 clusters Score -4113419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104942 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4113418.250000 Penalty: 1053.717407
	Iteration 112Q: 3 clusters Score -4113418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104951 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4113416.000000 Penalty: 1053.717407
	Iteration 113Q: 3 clusters Score -4113416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104958 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4113417.500000 Penalty: 1053.717407
	Iteration 114Q: 3 clusters Score -4113418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104965 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4113419.000000 Penalty: 1053.717407
	Iteration 115Q: 3 clusters Score -4113419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104972 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4113422.250000 Penalty: 1053.717407
	Iteration 116Q: 3 clusters Score -4113422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104981 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4113424.750000 Penalty: 1053.717407
	Iteration 117Q: 3 clusters Score -4113425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104989 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4113430.250000 Penalty: 1053.717407
	Iteration 118Q: 3 clusters Score -4113430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104993 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4113429.750000 Penalty: 1053.717407
	Iteration 119Q: 3 clusters Score -4113430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104994 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4113430.500000 Penalty: 1053.717407
	Iteration 120F: 3 clusters Score -4113430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104996 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4113429.250000 Penalty: 1053.717407
	Iteration 121Q: 3 clusters Score -4113429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104998 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4113428.500000 Penalty: 1053.717407
	Iteration 122Q: 3 clusters Score -4113428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105000 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4113430.500000 Penalty: 1053.717407
	Iteration 123Q: 3 clusters Score -4113430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105003 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4113430.750000 Penalty: 1053.717407
	Iteration 124Q: 3 clusters Score -4113431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105007 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4113429.250000 Penalty: 1053.717407
	Iteration 125Q: 3 clusters Score -4113429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105010 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4113426.000000 Penalty: 1053.717407
	Iteration 126Q: 3 clusters Score -4113426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105012 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4113430.500000 Penalty: 1053.717407
	Iteration 127Q: 3 clusters Score -4113430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105016 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4113429.750000 Penalty: 1053.717407
	Iteration 128Q: 3 clusters Score -4113430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105017 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4113428.750000 Penalty: 1053.717407
	Iteration 129Q: 3 clusters Score -4113429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105017 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4113428.750000 Penalty: 1053.717407
	Iteration 130F: 3 clusters Score -4113429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -32077.765625 Penalty: 318.223969
	Iteration 0F: 2 clusters Score -32077.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -31213.873047 Penalty: 636.447937
	Iteration 0F: 3 clusters Score -31213.87 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -31538.869141 Penalty: 636.447937
	Iteration 1F: 3 clusters Score -31538.87 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -31630.740234 Penalty: 636.447937
	Iteration 2F: 3 clusters Score -31630.74 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -31682.250000 Penalty: 636.447937
	Iteration 3F: 3 clusters Score -31682.25 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -31737.054688 Penalty: 636.447937
	Iteration 4F: 3 clusters Score -31737.05 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -31805.226562 Penalty: 636.447937
	Iteration 5F: 3 clusters Score -31805.23 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -31894.814453 Penalty: 636.447937
	Iteration 6F: 3 clusters Score -31894.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -31939.158203 Penalty: 636.447937
	Iteration 7Q: 3 clusters Score -31939.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -31959.769531 Penalty: 636.447937
	Iteration 8Q: 3 clusters Score -31959.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -31973.585938 Penalty: 636.447937
	Iteration 9Q: 3 clusters Score -31973.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -31982.615234 Penalty: 636.447937
	Iteration 10Q: 3 clusters Score -31982.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -31985.505859 Penalty: 636.447937
	Iteration 11Q: 3 clusters Score -31985.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -31988.746094 Penalty: 636.447937
	Iteration 12Q: 3 clusters Score -31988.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -31990.919922 Penalty: 636.447937
	Iteration 13Q: 3 clusters Score -31990.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -31991.906250 Penalty: 636.447937
	Iteration 14Q: 3 clusters Score -31991.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -31992.494141 Penalty: 636.447937
	Iteration 15Q: 3 clusters Score -31992.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -31992.839844 Penalty: 636.447937
	Iteration 16Q: 3 clusters Score -31992.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -31993.162109 Penalty: 636.447937
	Iteration 17Q: 3 clusters Score -31993.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -31993.597656 Penalty: 636.447937
	Iteration 18Q: 3 clusters Score -31993.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -31993.658203 Penalty: 636.447937
	Iteration 19Q: 3 clusters Score -31993.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -31993.658203 Penalty: 636.447937
	Iteration 20F: 3 clusters Score -31993.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Entering Unmasked Estep 
Score: -67600.937500 Penalty: 345.567230
	Iteration 0F: 2 clusters Score -67600.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -66184.656250 Penalty: 691.134460
	Iteration 0F: 3 clusters Score -66184.66 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -66731.210938 Penalty: 691.134460
	Iteration 1F: 3 clusters Score -66731.21 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -66834.109375 Penalty: 691.134460
	Iteration 2F: 3 clusters Score -66834.11 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -66904.250000 Penalty: 691.134460
	Iteration 3F: 3 clusters Score -66904.25 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -66951.117188 Penalty: 691.134460
	Iteration 4Q: 3 clusters Score -66951.12 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -67002.289062 Penalty: 691.134460
	Iteration 5Q: 3 clusters Score -67002.29 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -67056.898438 Penalty: 691.134460
	Iteration 6Q: 3 clusters Score -67056.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -67102.546875 Penalty: 691.134460
	Iteration 7Q: 3 clusters Score -67102.55 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -67138.515625 Penalty: 691.134460
	Iteration 8Q: 3 clusters Score -67138.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -67160.617188 Penalty: 691.134460
	Iteration 9Q: 3 clusters Score -67160.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -67174.132812 Penalty: 691.134460
	Iteration 10Q: 3 clusters Score -67174.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -67180.984375 Penalty: 691.134460
	Iteration 11Q: 3 clusters Score -67180.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -67191.289062 Penalty: 691.134460
	Iteration 12Q: 3 clusters Score -67191.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -67198.390625 Penalty: 691.134460
	Iteration 13Q: 3 clusters Score -67198.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -67207.078125 Penalty: 691.134460
	Iteration 14Q: 3 clusters Score -67207.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -67216.054688 Penalty: 691.134460
	Iteration 15Q: 3 clusters Score -67216.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -67225.148438 Penalty: 691.134460
	Iteration 16Q: 3 clusters Score -67225.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -67228.265625 Penalty: 691.134460
	Iteration 17Q: 3 clusters Score -67228.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -67229.351562 Penalty: 691.134460
	Iteration 18Q: 3 clusters Score -67229.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67230.250000 Penalty: 691.134460
	Iteration 19Q: 3 clusters Score -67230.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -67232.148438 Penalty: 691.134460
	Iteration 20F: 3 clusters Score -67232.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -67234.421875 Penalty: 691.134460
	Iteration 21Q: 3 clusters Score -67234.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -67235.750000 Penalty: 691.134460
	Iteration 22Q: 3 clusters Score -67235.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -67235.750000 Penalty: 691.134460
	Iteration 23F: 3 clusters Score -67235.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Entering Unmasked Estep 
Score: -535338.187500 Penalty: 436.404510
	Iteration 0F: 2 clusters Score -535338.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -525558.812500 Penalty: 872.809021
	Iteration 0F: 3 clusters Score -525558.8 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -529387.625000 Penalty: 872.809021
	Iteration 1F: 3 clusters Score -529387.6 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -529652.312500 Penalty: 872.809021
	Iteration 2Q: 3 clusters Score -529652.3 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -529978.625000 Penalty: 872.809021
	Iteration 3F: 3 clusters Score -529978.6 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -530457.687500 Penalty: 872.809021
	Iteration 4F: 3 clusters Score -530457.7 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -531129.437500 Penalty: 872.809021
	Iteration 5F: 3 clusters Score -531129.4 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -531908.000000 Penalty: 872.809021
	Iteration 6F: 3 clusters Score -531908 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -532712.375000 Penalty: 872.809021
	Iteration 7F: 3 clusters Score -532712.4 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -533383.500000 Penalty: 872.809021
	Iteration 8F: 3 clusters Score -533383.5 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -533803.875000 Penalty: 872.809021
	Iteration 9Q: 3 clusters Score -533803.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -534044.750000 Penalty: 872.809021
	Iteration 10Q: 3 clusters Score -534044.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -534218.687500 Penalty: 872.809021
	Iteration 11Q: 3 clusters Score -534218.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -534356.125000 Penalty: 872.809021
	Iteration 12Q: 3 clusters Score -534356.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -534447.937500 Penalty: 872.809021
	Iteration 13Q: 3 clusters Score -534447.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -534524.562500 Penalty: 872.809021
	Iteration 14Q: 3 clusters Score -534524.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -534603.812500 Penalty: 872.809021
	Iteration 15Q: 3 clusters Score -534603.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -534688.687500 Penalty: 872.809021
	Iteration 16Q: 3 clusters Score -534688.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -534770.750000 Penalty: 872.809021
	Iteration 17Q: 3 clusters Score -534770.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -534852.937500 Penalty: 872.809021
	Iteration 18Q: 3 clusters Score -534852.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -534919.187500 Penalty: 872.809021
	Iteration 19Q: 3 clusters Score -534919.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -534974.687500 Penalty: 872.809021
	Iteration 20F: 3 clusters Score -534974.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -535033.062500 Penalty: 872.809021
	Iteration 21Q: 3 clusters Score -535033.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -535085.812500 Penalty: 872.809021
	Iteration 22Q: 3 clusters Score -535085.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -535122.562500 Penalty: 872.809021
	Iteration 23Q: 3 clusters Score -535122.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -535162.812500 Penalty: 872.809021
	Iteration 24Q: 3 clusters Score -535162.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -535186.125000 Penalty: 872.809021
	Iteration 25Q: 3 clusters Score -535186.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -535203.062500 Penalty: 872.809021
	Iteration 26Q: 3 clusters Score -535203.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -535215.062500 Penalty: 872.809021
	Iteration 27Q: 3 clusters Score -535215.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -535232.250000 Penalty: 872.809021
	Iteration 28Q: 3 clusters Score -535232.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -535244.500000 Penalty: 872.809021
	Iteration 29Q: 3 clusters Score -535244.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -535254.375000 Penalty: 872.809021
	Iteration 30Q: 3 clusters Score -535254.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -535269.437500 Penalty: 872.809021
	Iteration 31Q: 3 clusters Score -535269.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -535276.437500 Penalty: 872.809021
	Iteration 32Q: 3 clusters Score -535276.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -535280.437500 Penalty: 872.809021
	Iteration 33Q: 3 clusters Score -535280.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -535284.125000 Penalty: 872.809021
	Iteration 34Q: 3 clusters Score -535284.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -535285.437500 Penalty: 872.809021
	Iteration 35Q: 3 clusters Score -535285.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -535285.312500 Penalty: 872.809021
	Iteration 36Q: 3 clusters Score -535285.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -535285.250000 Penalty: 872.809021
	Iteration 37Q: 3 clusters Score -535285.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -535287.750000 Penalty: 872.809021
	Iteration 38Q: 3 clusters Score -535287.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -535288.500000 Penalty: 872.809021
	Iteration 39Q: 3 clusters Score -535288.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -535287.812500 Penalty: 872.809021
	Iteration 40F: 3 clusters Score -535287.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Entering Unmasked Estep 
Score: -56480.406250 Penalty: 337.115692
	Iteration 0F: 2 clusters Score -56480.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -55207.179688 Penalty: 674.231384
	Iteration 0F: 3 clusters Score -55207.18 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -55646.324219 Penalty: 674.231384
	Iteration 1F: 3 clusters Score -55646.32 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -55741.570312 Penalty: 674.231384
	Iteration 2F: 3 clusters Score -55741.57 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -55809.210938 Penalty: 674.231384
	Iteration 3F: 3 clusters Score -55809.21 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -55860.382812 Penalty: 674.231384
	Iteration 4F: 3 clusters Score -55860.38 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -55925.320312 Penalty: 674.231384
	Iteration 5F: 3 clusters Score -55925.32 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -55974.117188 Penalty: 674.231384
	Iteration 6Q: 3 clusters Score -55974.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -56004.613281 Penalty: 674.231384
	Iteration 7Q: 3 clusters Score -56004.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -56028.835938 Penalty: 674.231384
	Iteration 8Q: 3 clusters Score -56028.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -56049.230469 Penalty: 674.231384
	Iteration 9Q: 3 clusters Score -56049.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -56070.476562 Penalty: 674.231384
	Iteration 10Q: 3 clusters Score -56070.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -56083.789062 Penalty: 674.231384
	Iteration 11Q: 3 clusters Score -56083.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -56092.320312 Penalty: 674.231384
	Iteration 12Q: 3 clusters Score -56092.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -56100.285156 Penalty: 674.231384
	Iteration 13Q: 3 clusters Score -56100.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -56107.972656 Penalty: 674.231384
	Iteration 14Q: 3 clusters Score -56107.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -56117.156250 Penalty: 674.231384
	Iteration 15Q: 3 clusters Score -56117.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -56129.222656 Penalty: 674.231384
	Iteration 16Q: 3 clusters Score -56129.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -56140.753906 Penalty: 674.231384
	Iteration 17Q: 3 clusters Score -56140.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -56146.675781 Penalty: 674.231384
	Iteration 18Q: 3 clusters Score -56146.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -56151.617188 Penalty: 674.231384
	Iteration 19Q: 3 clusters Score -56151.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -56156.851562 Penalty: 674.231384
	Iteration 20F: 3 clusters Score -56156.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -56160.718750 Penalty: 674.231384
	Iteration 21Q: 3 clusters Score -56160.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -56164.171875 Penalty: 674.231384
	Iteration 22Q: 3 clusters Score -56164.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -56165.550781 Penalty: 674.231384
	Iteration 23Q: 3 clusters Score -56165.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -56165.945312 Penalty: 674.231384
	Iteration 24Q: 3 clusters Score -56165.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -56166.378906 Penalty: 674.231384
	Iteration 25Q: 3 clusters Score -56166.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -56166.800781 Penalty: 674.231384
	Iteration 26Q: 3 clusters Score -56166.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -56167.148438 Penalty: 674.231384
	Iteration 27Q: 3 clusters Score -56167.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -56167.628906 Penalty: 674.231384
	Iteration 28Q: 3 clusters Score -56167.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -56168.539062 Penalty: 674.231384
	Iteration 29Q: 3 clusters Score -56168.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -56168.539062 Penalty: 674.231384
	Iteration 30F: 3 clusters Score -56168.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Entering Unmasked Estep 
Score: -108815.375000 Penalty: 363.617462
	Iteration 0F: 2 clusters Score -108815.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -106792.812500 Penalty: 727.234924
	Iteration 0F: 3 clusters Score -106792.8 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -107535.406250 Penalty: 727.234924
	Iteration 1F: 3 clusters Score -107535.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -107736.781250 Penalty: 727.234924
	Iteration 2F: 3 clusters Score -107736.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -107986.234375 Penalty: 727.234924
	Iteration 3F: 3 clusters Score -107986.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -108220.632812 Penalty: 727.234924
	Iteration 4F: 3 clusters Score -108220.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -108358.351562 Penalty: 727.234924
	Iteration 5F: 3 clusters Score -108358.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -108438.218750 Penalty: 727.234924
	Iteration 6Q: 3 clusters Score -108438.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -108472.679688 Penalty: 727.234924
	Iteration 7Q: 3 clusters Score -108472.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -108485.234375 Penalty: 727.234924
	Iteration 8Q: 3 clusters Score -108485.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -108493.718750 Penalty: 727.234924
	Iteration 9Q: 3 clusters Score -108493.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -108502.757812 Penalty: 727.234924
	Iteration 10Q: 3 clusters Score -108502.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -108513.609375 Penalty: 727.234924
	Iteration 11Q: 3 clusters Score -108513.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -108524.953125 Penalty: 727.234924
	Iteration 12Q: 3 clusters Score -108525 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -108542.718750 Penalty: 727.234924
	Iteration 13Q: 3 clusters Score -108542.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -108569.593750 Penalty: 727.234924
	Iteration 14Q: 3 clusters Score -108569.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -108598.585938 Penalty: 727.234924
	Iteration 15Q: 3 clusters Score -108598.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -108620.710938 Penalty: 727.234924
	Iteration 16Q: 3 clusters Score -108620.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -108642.281250 Penalty: 727.234924
	Iteration 17Q: 3 clusters Score -108642.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -108654.687500 Penalty: 727.234924
	Iteration 18Q: 3 clusters Score -108654.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -108658.992188 Penalty: 727.234924
	Iteration 19Q: 3 clusters Score -108659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -108661.929688 Penalty: 727.234924
	Iteration 20F: 3 clusters Score -108661.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -108663.562500 Penalty: 727.234924
	Iteration 21Q: 3 clusters Score -108663.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -108666.531250 Penalty: 727.234924
	Iteration 22Q: 3 clusters Score -108666.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -108670.046875 Penalty: 727.234924
	Iteration 23Q: 3 clusters Score -108670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -108671.398438 Penalty: 727.234924
	Iteration 24Q: 3 clusters Score -108671.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -108673.531250 Penalty: 727.234924
	Iteration 25Q: 3 clusters Score -108673.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -108674.460938 Penalty: 727.234924
	Iteration 26Q: 3 clusters Score -108674.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -108674.570312 Penalty: 727.234924
	Iteration 27Q: 3 clusters Score -108674.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -108674.703125 Penalty: 727.234924
	Iteration 28Q: 3 clusters Score -108674.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -108674.703125 Penalty: 727.234924
	Iteration 29F: 3 clusters Score -108674.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Entering Unmasked Estep 
Score: -54377.441406 Penalty: 338.952179
	Iteration 0F: 2 clusters Score -54377.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -53150.628906 Penalty: 677.904358
	Iteration 0F: 3 clusters Score -53150.63 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -53605.980469 Penalty: 677.904358
	Iteration 1F: 3 clusters Score -53605.98 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -53680.804688 Penalty: 677.904358
	Iteration 2F: 3 clusters Score -53680.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -53725.027344 Penalty: 677.904358
	Iteration 3F: 3 clusters Score -53725.03 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -53774.953125 Penalty: 677.904358
	Iteration 4Q: 3 clusters Score -53774.95 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -53812.316406 Penalty: 677.904358
	Iteration 5Q: 3 clusters Score -53812.32 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -53851.863281 Penalty: 677.904358
	Iteration 6Q: 3 clusters Score -53851.86 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -53893.386719 Penalty: 677.904358
	Iteration 7Q: 3 clusters Score -53893.39 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -53929.496094 Penalty: 677.904358
	Iteration 8Q: 3 clusters Score -53929.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -53955.281250 Penalty: 677.904358
	Iteration 9Q: 3 clusters Score -53955.28 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -53972.285156 Penalty: 677.904358
	Iteration 10Q: 3 clusters Score -53972.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -53994.132812 Penalty: 677.904358
	Iteration 11Q: 3 clusters Score -53994.13 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -54022.128906 Penalty: 677.904358
	Iteration 12Q: 3 clusters Score -54022.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -54040.265625 Penalty: 677.904358
	Iteration 13Q: 3 clusters Score -54040.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -54052.855469 Penalty: 677.904358
	Iteration 14Q: 3 clusters Score -54052.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -54072.980469 Penalty: 677.904358
	Iteration 15Q: 3 clusters Score -54072.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -54093.718750 Penalty: 677.904358
	Iteration 16Q: 3 clusters Score -54093.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -54113.519531 Penalty: 677.904358
	Iteration 17Q: 3 clusters Score -54113.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -54132.781250 Penalty: 677.904358
	Iteration 18Q: 3 clusters Score -54132.78 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -54151.863281 Penalty: 677.904358
	Iteration 19Q: 3 clusters Score -54151.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -54167.328125 Penalty: 677.904358
	Iteration 20F: 3 clusters Score -54167.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -54184.988281 Penalty: 677.904358
	Iteration 21Q: 3 clusters Score -54184.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -54195.835938 Penalty: 677.904358
	Iteration 22Q: 3 clusters Score -54195.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -54202.687500 Penalty: 677.904358
	Iteration 23Q: 3 clusters Score -54202.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -54210.945312 Penalty: 677.904358
	Iteration 24Q: 3 clusters Score -54210.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -54217.796875 Penalty: 677.904358
	Iteration 25Q: 3 clusters Score -54217.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -54222.933594 Penalty: 677.904358
	Iteration 26Q: 3 clusters Score -54222.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -54227.039062 Penalty: 677.904358
	Iteration 27Q: 3 clusters Score -54227.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -54230.882812 Penalty: 677.904358
	Iteration 28Q: 3 clusters Score -54230.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -54235.425781 Penalty: 677.904358
	Iteration 29Q: 3 clusters Score -54235.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -54237.417969 Penalty: 677.904358
	Iteration 30Q: 3 clusters Score -54237.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -54239.085938 Penalty: 677.904358
	Iteration 31Q: 3 clusters Score -54239.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -54241.035156 Penalty: 677.904358
	Iteration 32Q: 3 clusters Score -54241.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -54243.070312 Penalty: 677.904358
	Iteration 33Q: 3 clusters Score -54243.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -54244.792969 Penalty: 677.904358
	Iteration 34Q: 3 clusters Score -54244.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -54245.210938 Penalty: 677.904358
	Iteration 35Q: 3 clusters Score -54245.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -54245.226562 Penalty: 677.904358
	Iteration 36Q: 3 clusters Score -54245.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -54245.285156 Penalty: 677.904358
	Iteration 37Q: 3 clusters Score -54245.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -54245.285156 Penalty: 677.904358
	Iteration 38F: 3 clusters Score -54245.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Entering Unmasked Estep 
Score: -266450.531250 Penalty: 403.146271
	Iteration 0F: 2 clusters Score -266450.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -261673.937500 Penalty: 806.292542
	Iteration 0F: 3 clusters Score -261673.9 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -263887.406250 Penalty: 806.292542
	Iteration 1F: 3 clusters Score -263887.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -264441.968750 Penalty: 806.292542
	Iteration 2F: 3 clusters Score -264442 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -265015.781250 Penalty: 806.292542
	Iteration 3F: 3 clusters Score -265015.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -265522.187500 Penalty: 806.292542
	Iteration 4F: 3 clusters Score -265522.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -265874.093750 Penalty: 806.292542
	Iteration 5F: 3 clusters Score -265874.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -266051.468750 Penalty: 806.292542
	Iteration 6Q: 3 clusters Score -266051.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -266132.687500 Penalty: 806.292542
	Iteration 7Q: 3 clusters Score -266132.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -266176.312500 Penalty: 806.292542
	Iteration 8Q: 3 clusters Score -266176.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -266209.031250 Penalty: 806.292542
	Iteration 9Q: 3 clusters Score -266209 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -266242.343750 Penalty: 806.292542
	Iteration 10Q: 3 clusters Score -266242.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -266289.843750 Penalty: 806.292542
	Iteration 11Q: 3 clusters Score -266289.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -266322.281250 Penalty: 806.292542
	Iteration 12Q: 3 clusters Score -266322.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -266354.843750 Penalty: 806.292542
	Iteration 13Q: 3 clusters Score -266354.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -266375.218750 Penalty: 806.292542
	Iteration 14Q: 3 clusters Score -266375.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -266387.562500 Penalty: 806.292542
	Iteration 15Q: 3 clusters Score -266387.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -266394.875000 Penalty: 806.292542
	Iteration 16Q: 3 clusters Score -266394.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -266403.687500 Penalty: 806.292542
	Iteration 17Q: 3 clusters Score -266403.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -266410.500000 Penalty: 806.292542
	Iteration 18Q: 3 clusters Score -266410.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -266415.906250 Penalty: 806.292542
	Iteration 19Q: 3 clusters Score -266415.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -266421.343750 Penalty: 806.292542
	Iteration 20F: 3 clusters Score -266421.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -266425.843750 Penalty: 806.292542
	Iteration 21Q: 3 clusters Score -266425.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -266430.312500 Penalty: 806.292542
	Iteration 22Q: 3 clusters Score -266430.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -266434.375000 Penalty: 806.292542
	Iteration 23Q: 3 clusters Score -266434.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -266436.968750 Penalty: 806.292542
	Iteration 24Q: 3 clusters Score -266437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -266438.093750 Penalty: 806.292542
	Iteration 25Q: 3 clusters Score -266438.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -266438.625000 Penalty: 806.292542
	Iteration 26Q: 3 clusters Score -266438.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -266440.531250 Penalty: 806.292542
	Iteration 27Q: 3 clusters Score -266440.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -266441.406250 Penalty: 806.292542
	Iteration 28Q: 3 clusters Score -266441.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -266442.843750 Penalty: 806.292542
	Iteration 29Q: 3 clusters Score -266442.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -266444.187500 Penalty: 806.292542
	Iteration 30Q: 3 clusters Score -266444.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -266445.843750 Penalty: 806.292542
	Iteration 31Q: 3 clusters Score -266445.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -266446.468750 Penalty: 806.292542
	Iteration 32Q: 3 clusters Score -266446.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -266447.843750 Penalty: 806.292542
	Iteration 33Q: 3 clusters Score -266447.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -266449.687500 Penalty: 806.292542
	Iteration 34Q: 3 clusters Score -266449.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -266450.093750 Penalty: 806.292542
	Iteration 35Q: 3 clusters Score -266450.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -266451.343750 Penalty: 806.292542
	Iteration 36Q: 3 clusters Score -266451.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -266453.156250 Penalty: 806.292542
	Iteration 37Q: 3 clusters Score -266453.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -266454.250000 Penalty: 806.292542
	Iteration 38Q: 3 clusters Score -266454.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -266455.031250 Penalty: 806.292542
	Iteration 39Q: 3 clusters Score -266455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -266455.437500 Penalty: 806.292542
	Iteration 40F: 3 clusters Score -266455.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -266456.281250 Penalty: 806.292542
	Iteration 41Q: 3 clusters Score -266456.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -266456.656250 Penalty: 806.292542
	Iteration 42Q: 3 clusters Score -266456.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -266457.343750 Penalty: 806.292542
	Iteration 43Q: 3 clusters Score -266457.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -266458.031250 Penalty: 806.292542
	Iteration 44Q: 3 clusters Score -266458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -266458.062500 Penalty: 806.292542
	Iteration 45Q: 3 clusters Score -266458.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -266458.343750 Penalty: 806.292542
	Iteration 46Q: 3 clusters Score -266458.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -266459.250000 Penalty: 806.292542
	Iteration 47Q: 3 clusters Score -266459.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -266459.968750 Penalty: 806.292542
	Iteration 48Q: 3 clusters Score -266460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -266460.750000 Penalty: 806.292542
	Iteration 49Q: 3 clusters Score -266460.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -266460.906250 Penalty: 806.292542
	Iteration 50Q: 3 clusters Score -266460.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -266461.468750 Penalty: 806.292542
	Iteration 51Q: 3 clusters Score -266461.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -266461.750000 Penalty: 806.292542
	Iteration 52Q: 3 clusters Score -266461.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -266461.781250 Penalty: 806.292542
	Iteration 53Q: 3 clusters Score -266461.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -266461.906250 Penalty: 806.292542
	Iteration 54Q: 3 clusters Score -266461.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -266461.593750 Penalty: 806.292542
	Iteration 55Q: 3 clusters Score -266461.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -266461.531250 Penalty: 806.292542
	Iteration 56Q: 3 clusters Score -266461.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -266461.531250 Penalty: 806.292542
	Iteration 57F: 3 clusters Score -266461.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480834 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 12811 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4530 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 561361 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106864 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 5865 members 
Mstep: Class 22 contains 14190 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 6341 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9642 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15129 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3189 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1658 members 
Mstep: Class 42 contains 1182 members 
Entering Unmasked Estep 
Score: -50373916.000000 Penalty: 27027.978516
Splitting cluster 21 changes total score from -50374112.000000 to -50373916.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (14190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Entering Unmasked Estep 
Score: -507838.031250 Penalty: 434.993347
	Iteration 0F: 2 clusters Score -507838 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 7063 members 
Entering Unmasked Estep 
Score: -498399.093750 Penalty: 869.986694
	Iteration 0F: 3 clusters Score -498399.1 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -502376.593750 Penalty: 869.986694
	Iteration 1F: 3 clusters Score -502376.6 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -502697.843750 Penalty: 869.986694
	Iteration 2F: 3 clusters Score -502697.8 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -503079.031250 Penalty: 869.986694
	Iteration 3F: 3 clusters Score -503079 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -503541.125000 Penalty: 869.986694
	Iteration 4F: 3 clusters Score -503541.1 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -504097.968750 Penalty: 869.986694
	Iteration 5F: 3 clusters Score -504098 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -504799.968750 Penalty: 869.986694
	Iteration 6F: 3 clusters Score -504800 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -505593.843750 Penalty: 869.986694
	Iteration 7F: 3 clusters Score -505593.8 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -506345.406250 Penalty: 869.986694
	Iteration 8F: 3 clusters Score -506345.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -506913.906250 Penalty: 869.986694
	Iteration 9Q: 3 clusters Score -506913.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -507243.781250 Penalty: 869.986694
	Iteration 10Q: 3 clusters Score -507243.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -507408.187500 Penalty: 869.986694
	Iteration 11Q: 3 clusters Score -507408.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -507507.156250 Penalty: 869.986694
	Iteration 12Q: 3 clusters Score -507507.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -507573.656250 Penalty: 869.986694
	Iteration 13Q: 3 clusters Score -507573.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -507636.937500 Penalty: 869.986694
	Iteration 14Q: 3 clusters Score -507636.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -507669.593750 Penalty: 869.986694
	Iteration 15Q: 3 clusters Score -507669.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -507697.531250 Penalty: 869.986694
	Iteration 16Q: 3 clusters Score -507697.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -507721.812500 Penalty: 869.986694
	Iteration 17Q: 3 clusters Score -507721.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -507742.718750 Penalty: 869.986694
	Iteration 18Q: 3 clusters Score -507742.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -507762.312500 Penalty: 869.986694
	Iteration 19Q: 3 clusters Score -507762.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -507778.593750 Penalty: 869.986694
	Iteration 20F: 3 clusters Score -507778.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -507789.375000 Penalty: 869.986694
	Iteration 21Q: 3 clusters Score -507789.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -507793.906250 Penalty: 869.986694
	Iteration 22Q: 3 clusters Score -507793.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -507797.718750 Penalty: 869.986694
	Iteration 23Q: 3 clusters Score -507797.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -507801.156250 Penalty: 869.986694
	Iteration 24Q: 3 clusters Score -507801.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -507802.875000 Penalty: 869.986694
	Iteration 25Q: 3 clusters Score -507802.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -507805.000000 Penalty: 869.986694
	Iteration 26Q: 3 clusters Score -507805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -507807.656250 Penalty: 869.986694
	Iteration 27Q: 3 clusters Score -507807.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -507808.031250 Penalty: 869.986694
	Iteration 28Q: 3 clusters Score -507808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -507809.312500 Penalty: 869.986694
	Iteration 29Q: 3 clusters Score -507809.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -507810.562500 Penalty: 869.986694
	Iteration 30Q: 3 clusters Score -507810.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -507812.375000 Penalty: 869.986694
	Iteration 31Q: 3 clusters Score -507812.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -507813.187500 Penalty: 869.986694
	Iteration 32Q: 3 clusters Score -507813.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -507814.625000 Penalty: 869.986694
	Iteration 33Q: 3 clusters Score -507814.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -507814.500000 Penalty: 869.986694
	Iteration 34Q: 3 clusters Score -507814.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -507814.593750 Penalty: 869.986694
	Iteration 35Q: 3 clusters Score -507814.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -507815.812500 Penalty: 869.986694
	Iteration 36Q: 3 clusters Score -507815.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -507815.781250 Penalty: 869.986694
	Iteration 37Q: 3 clusters Score -507815.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -507815.500000 Penalty: 869.986694
	Iteration 38Q: 3 clusters Score -507815.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -507816.625000 Penalty: 869.986694
	Iteration 39Q: 3 clusters Score -507816.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -507817.406250 Penalty: 869.986694
	Iteration 40F: 3 clusters Score -507817.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -507817.406250 Penalty: 869.986694
	Iteration 41Q: 3 clusters Score -507817.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -507819.281250 Penalty: 869.986694
	Iteration 42Q: 3 clusters Score -507819.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -507820.562500 Penalty: 869.986694
	Iteration 43Q: 3 clusters Score -507820.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -507821.437500 Penalty: 869.986694
	Iteration 44Q: 3 clusters Score -507821.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -507822.812500 Penalty: 869.986694
	Iteration 45Q: 3 clusters Score -507822.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -507824.906250 Penalty: 869.986694
	Iteration 46Q: 3 clusters Score -507824.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -507825.968750 Penalty: 869.986694
	Iteration 47Q: 3 clusters Score -507826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -507826.000000 Penalty: 869.986694
	Iteration 48Q: 3 clusters Score -507826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -507827.750000 Penalty: 869.986694
	Iteration 49Q: 3 clusters Score -507827.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -507826.718750 Penalty: 869.986694
	Iteration 50Q: 3 clusters Score -507826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -507826.156250 Penalty: 869.986694
	Iteration 51Q: 3 clusters Score -507826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -507826.625000 Penalty: 869.986694
	Iteration 52Q: 3 clusters Score -507826.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -507827.062500 Penalty: 869.986694
	Iteration 53Q: 3 clusters Score -507827.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -507827.031250 Penalty: 869.986694
	Iteration 54Q: 3 clusters Score -507827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -507828.531250 Penalty: 869.986694
	Iteration 55Q: 3 clusters Score -507828.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -507828.531250 Penalty: 869.986694
	Iteration 56F: 3 clusters Score -507828.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -283527.843750 Penalty: 408.683655
	Iteration 0F: 2 clusters Score -283527.8 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 4057 members 
Entering Unmasked Estep 
Score: -278230.500000 Penalty: 817.367310
	Iteration 0F: 3 clusters Score -278230.5 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -280715.500000 Penalty: 817.367310
	Iteration 1F: 3 clusters Score -280715.5 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -281091.375000 Penalty: 817.367310
	Iteration 2F: 3 clusters Score -281091.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -281444.156250 Penalty: 817.367310
	Iteration 3F: 3 clusters Score -281444.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -281793.312500 Penalty: 817.367310
	Iteration 4F: 3 clusters Score -281793.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -282118.437500 Penalty: 817.367310
	Iteration 5F: 3 clusters Score -282118.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -282441.687500 Penalty: 817.367310
	Iteration 6Q: 3 clusters Score -282441.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -282705.281250 Penalty: 817.367310
	Iteration 7Q: 3 clusters Score -282705.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -282911.375000 Penalty: 817.367310
	Iteration 8Q: 3 clusters Score -282911.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -283026.968750 Penalty: 817.367310
	Iteration 9Q: 3 clusters Score -283027 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -283113.593750 Penalty: 817.367310
	Iteration 10Q: 3 clusters Score -283113.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -283150.218750 Penalty: 817.367310
	Iteration 11Q: 3 clusters Score -283150.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -283179.000000 Penalty: 817.367310
	Iteration 12Q: 3 clusters Score -283179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -283197.937500 Penalty: 817.367310
	Iteration 13Q: 3 clusters Score -283197.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -283210.187500 Penalty: 817.367310
	Iteration 14Q: 3 clusters Score -283210.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -283214.562500 Penalty: 817.367310
	Iteration 15Q: 3 clusters Score -283214.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -283215.812500 Penalty: 817.367310
	Iteration 16Q: 3 clusters Score -283215.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -283217.406250 Penalty: 817.367310
	Iteration 17Q: 3 clusters Score -283217.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -283218.187500 Penalty: 817.367310
	Iteration 18Q: 3 clusters Score -283218.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -283219.281250 Penalty: 817.367310
	Iteration 19Q: 3 clusters Score -283219.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -283220.062500 Penalty: 817.367310
	Iteration 20F: 3 clusters Score -283220.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Entering Unmasked Estep 
Score: -223569.453125 Penalty: 398.343048
	Iteration 0F: 2 clusters Score -223569.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -219345.906250 Penalty: 796.686096
	Iteration 0F: 3 clusters Score -219345.9 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -220942.546875 Penalty: 796.686096
	Iteration 1F: 3 clusters Score -220942.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -221093.250000 Penalty: 796.686096
	Iteration 2F: 3 clusters Score -221093.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -221247.734375 Penalty: 796.686096
	Iteration 3F: 3 clusters Score -221247.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -221387.453125 Penalty: 796.686096
	Iteration 4F: 3 clusters Score -221387.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -221513.234375 Penalty: 796.686096
	Iteration 5Q: 3 clusters Score -221513.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -221619.296875 Penalty: 796.686096
	Iteration 6Q: 3 clusters Score -221619.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -221724.734375 Penalty: 796.686096
	Iteration 7Q: 3 clusters Score -221724.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -221826.375000 Penalty: 796.686096
	Iteration 8Q: 3 clusters Score -221826.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -221929.906250 Penalty: 796.686096
	Iteration 9Q: 3 clusters Score -221929.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -222020.671875 Penalty: 796.686096
	Iteration 10Q: 3 clusters Score -222020.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -222102.468750 Penalty: 796.686096
	Iteration 11Q: 3 clusters Score -222102.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -222166.734375 Penalty: 796.686096
	Iteration 12Q: 3 clusters Score -222166.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -222222.046875 Penalty: 796.686096
	Iteration 13Q: 3 clusters Score -222222 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -222263.625000 Penalty: 796.686096
	Iteration 14Q: 3 clusters Score -222263.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -222291.609375 Penalty: 796.686096
	Iteration 15Q: 3 clusters Score -222291.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -222319.171875 Penalty: 796.686096
	Iteration 16Q: 3 clusters Score -222319.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -222341.062500 Penalty: 796.686096
	Iteration 17Q: 3 clusters Score -222341.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -222362.640625 Penalty: 796.686096
	Iteration 18Q: 3 clusters Score -222362.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -222388.250000 Penalty: 796.686096
	Iteration 19Q: 3 clusters Score -222388.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -222416.359375 Penalty: 796.686096
	Iteration 20F: 3 clusters Score -222416.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -222449.437500 Penalty: 796.686096
	Iteration 21Q: 3 clusters Score -222449.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -222482.453125 Penalty: 796.686096
	Iteration 22Q: 3 clusters Score -222482.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -222527.828125 Penalty: 796.686096
	Iteration 23Q: 3 clusters Score -222527.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -222579.515625 Penalty: 796.686096
	Iteration 24Q: 3 clusters Score -222579.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -222640.015625 Penalty: 796.686096
	Iteration 25Q: 3 clusters Score -222640 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -222709.093750 Penalty: 796.686096
	Iteration 26Q: 3 clusters Score -222709.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -222782.984375 Penalty: 796.686096
	Iteration 27Q: 3 clusters Score -222783 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -222859.968750 Penalty: 796.686096
	Iteration 28Q: 3 clusters Score -222860 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -222951.078125 Penalty: 796.686096
	Iteration 29Q: 3 clusters Score -222951.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -223042.281250 Penalty: 796.686096
	Iteration 30Q: 3 clusters Score -223042.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -223098.890625 Penalty: 796.686096
	Iteration 31Q: 3 clusters Score -223098.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -223146.812500 Penalty: 796.686096
	Iteration 32Q: 3 clusters Score -223146.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -223194.062500 Penalty: 796.686096
	Iteration 33Q: 3 clusters Score -223194.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -223219.234375 Penalty: 796.686096
	Iteration 34Q: 3 clusters Score -223219.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -223238.968750 Penalty: 796.686096
	Iteration 35Q: 3 clusters Score -223239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -223252.171875 Penalty: 796.686096
	Iteration 36Q: 3 clusters Score -223252.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -223259.343750 Penalty: 796.686096
	Iteration 37Q: 3 clusters Score -223259.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -223262.125000 Penalty: 796.686096
	Iteration 38Q: 3 clusters Score -223262.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -223262.125000 Penalty: 796.686096
	Iteration 39F: 3 clusters Score -223262.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -192246.890625 Penalty: 390.414734
	Iteration 0F: 2 clusters Score -192246.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -188663.437500 Penalty: 780.829468
	Iteration 0F: 3 clusters Score -188663.4 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -190013.968750 Penalty: 780.829468
	Iteration 1F: 3 clusters Score -190014 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -190294.265625 Penalty: 780.829468
	Iteration 2F: 3 clusters Score -190294.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -190597.453125 Penalty: 780.829468
	Iteration 3F: 3 clusters Score -190597.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -190938.031250 Penalty: 780.829468
	Iteration 4F: 3 clusters Score -190938 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -191268.265625 Penalty: 780.829468
	Iteration 5F: 3 clusters Score -191268.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -191519.250000 Penalty: 780.829468
	Iteration 6Q: 3 clusters Score -191519.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -191695.437500 Penalty: 780.829468
	Iteration 7Q: 3 clusters Score -191695.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -191780.609375 Penalty: 780.829468
	Iteration 8Q: 3 clusters Score -191780.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -191832.109375 Penalty: 780.829468
	Iteration 9Q: 3 clusters Score -191832.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -191852.296875 Penalty: 780.829468
	Iteration 10Q: 3 clusters Score -191852.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -191860.921875 Penalty: 780.829468
	Iteration 11Q: 3 clusters Score -191860.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -191865.453125 Penalty: 780.829468
	Iteration 12Q: 3 clusters Score -191865.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -191871.890625 Penalty: 780.829468
	Iteration 13Q: 3 clusters Score -191871.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -191878.500000 Penalty: 780.829468
	Iteration 14Q: 3 clusters Score -191878.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -191886.281250 Penalty: 780.829468
	Iteration 15Q: 3 clusters Score -191886.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -191890.531250 Penalty: 780.829468
	Iteration 16Q: 3 clusters Score -191890.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -191891.406250 Penalty: 780.829468
	Iteration 17Q: 3 clusters Score -191891.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -191896.828125 Penalty: 780.829468
	Iteration 18Q: 3 clusters Score -191896.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -191898.078125 Penalty: 780.829468
	Iteration 19Q: 3 clusters Score -191898.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -191900.578125 Penalty: 780.829468
	Iteration 20F: 3 clusters Score -191900.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -191904.203125 Penalty: 780.829468
	Iteration 21Q: 3 clusters Score -191904.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -191906.859375 Penalty: 780.829468
	Iteration 22Q: 3 clusters Score -191906.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -191910.984375 Penalty: 780.829468
	Iteration 23Q: 3 clusters Score -191911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -191917.203125 Penalty: 780.829468
	Iteration 24Q: 3 clusters Score -191917.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -191919.359375 Penalty: 780.829468
	Iteration 25Q: 3 clusters Score -191919.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -191920.937500 Penalty: 780.829468
	Iteration 26Q: 3 clusters Score -191920.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -191922.859375 Penalty: 780.829468
	Iteration 27Q: 3 clusters Score -191922.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -191922.859375 Penalty: 780.829468
	Iteration 28F: 3 clusters Score -191922.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Entering Unmasked Estep 
Score: -340560.625000 Penalty: 417.411682
	Iteration 0F: 2 clusters Score -340560.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -334145.187500 Penalty: 834.823364
	Iteration 0F: 3 clusters Score -334145.2 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -336740.437500 Penalty: 834.823364
	Iteration 1F: 3 clusters Score -336740.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -337007.875000 Penalty: 834.823364
	Iteration 2F: 3 clusters Score -337007.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -337385.937500 Penalty: 834.823364
	Iteration 3F: 3 clusters Score -337385.9 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -337878.343750 Penalty: 834.823364
	Iteration 4F: 3 clusters Score -337878.3 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -338351.781250 Penalty: 834.823364
	Iteration 5F: 3 clusters Score -338351.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -338776.250000 Penalty: 834.823364
	Iteration 6F: 3 clusters Score -338776.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -339160.093750 Penalty: 834.823364
	Iteration 7Q: 3 clusters Score -339160.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -339475.156250 Penalty: 834.823364
	Iteration 8Q: 3 clusters Score -339475.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -339636.562500 Penalty: 834.823364
	Iteration 9Q: 3 clusters Score -339636.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -339750.343750 Penalty: 834.823364
	Iteration 10Q: 3 clusters Score -339750.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -339832.906250 Penalty: 834.823364
	Iteration 11Q: 3 clusters Score -339832.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -339909.625000 Penalty: 834.823364
	Iteration 12Q: 3 clusters Score -339909.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -339986.406250 Penalty: 834.823364
	Iteration 13Q: 3 clusters Score -339986.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -340045.093750 Penalty: 834.823364
	Iteration 14Q: 3 clusters Score -340045.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -340086.062500 Penalty: 834.823364
	Iteration 15Q: 3 clusters Score -340086.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -340114.531250 Penalty: 834.823364
	Iteration 16Q: 3 clusters Score -340114.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -340133.468750 Penalty: 834.823364
	Iteration 17Q: 3 clusters Score -340133.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -340150.937500 Penalty: 834.823364
	Iteration 18Q: 3 clusters Score -340150.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -340166.750000 Penalty: 834.823364
	Iteration 19Q: 3 clusters Score -340166.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -340174.125000 Penalty: 834.823364
	Iteration 20F: 3 clusters Score -340174.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -340178.437500 Penalty: 834.823364
	Iteration 21Q: 3 clusters Score -340178.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -340180.312500 Penalty: 834.823364
	Iteration 22Q: 3 clusters Score -340180.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -340180.625000 Penalty: 834.823364
	Iteration 23Q: 3 clusters Score -340180.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -340181.281250 Penalty: 834.823364
	Iteration 24Q: 3 clusters Score -340181.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -340182.156250 Penalty: 834.823364
	Iteration 25Q: 3 clusters Score -340182.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -340181.937500 Penalty: 834.823364
	Iteration 26Q: 3 clusters Score -340181.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -340182.437500 Penalty: 834.823364
	Iteration 27Q: 3 clusters Score -340182.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -340183.250000 Penalty: 834.823364
	Iteration 28Q: 3 clusters Score -340183.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -340182.875000 Penalty: 834.823364
	Iteration 29Q: 3 clusters Score -340182.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -340184.250000 Penalty: 834.823364
	Iteration 30Q: 3 clusters Score -340184.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -340186.000000 Penalty: 834.823364
	Iteration 31Q: 3 clusters Score -340186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -340186.875000 Penalty: 834.823364
	Iteration 32Q: 3 clusters Score -340186.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -340187.093750 Penalty: 834.823364
	Iteration 33Q: 3 clusters Score -340187.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -340187.593750 Penalty: 834.823364
	Iteration 34Q: 3 clusters Score -340187.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -340187.375000 Penalty: 834.823364
	Iteration 35Q: 3 clusters Score -340187.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -340188.062500 Penalty: 834.823364
	Iteration 36Q: 3 clusters Score -340188.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -340187.687500 Penalty: 834.823364
	Iteration 37Q: 3 clusters Score -340187.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -340187.750000 Penalty: 834.823364
	Iteration 38Q: 3 clusters Score -340187.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -340187.718750 Penalty: 834.823364
	Iteration 39Q: 3 clusters Score -340187.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -340189.062500 Penalty: 834.823364
	Iteration 40F: 3 clusters Score -340189.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -340189.375000 Penalty: 834.823364
	Iteration 41Q: 3 clusters Score -340189.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -340189.312500 Penalty: 834.823364
	Iteration 42Q: 3 clusters Score -340189.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -340189.531250 Penalty: 834.823364
	Iteration 43Q: 3 clusters Score -340189.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -340189.906250 Penalty: 834.823364
	Iteration 44Q: 3 clusters Score -340189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -340189.937500 Penalty: 834.823364
	Iteration 45Q: 3 clusters Score -340189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -340189.531250 Penalty: 834.823364
	Iteration 46Q: 3 clusters Score -340189.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -340189.531250 Penalty: 834.823364
	Iteration 47F: 3 clusters Score -340189.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -141350.171875 Penalty: 374.781219
	Iteration 0F: 2 clusters Score -141350.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -138829.765625 Penalty: 749.562439
	Iteration 0F: 3 clusters Score -138829.8 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -139806.781250 Penalty: 749.562439
	Iteration 1F: 3 clusters Score -139806.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -139897.109375 Penalty: 749.562439
	Iteration 2F: 3 clusters Score -139897.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -139966.687500 Penalty: 749.562439
	Iteration 3Q: 3 clusters Score -139966.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -140039.750000 Penalty: 749.562439
	Iteration 4Q: 3 clusters Score -140039.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -140125.250000 Penalty: 749.562439
	Iteration 5Q: 3 clusters Score -140125.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -140247.937500 Penalty: 749.562439
	Iteration 6Q: 3 clusters Score -140247.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -140414.468750 Penalty: 749.562439
	Iteration 7F: 3 clusters Score -140414.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -140586.593750 Penalty: 749.562439
	Iteration 8F: 3 clusters Score -140586.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -140707.312500 Penalty: 749.562439
	Iteration 9Q: 3 clusters Score -140707.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -140759.000000 Penalty: 749.562439
	Iteration 10Q: 3 clusters Score -140759 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -140779.500000 Penalty: 749.562439
	Iteration 11Q: 3 clusters Score -140779.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -140791.375000 Penalty: 749.562439
	Iteration 12Q: 3 clusters Score -140791.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -140798.140625 Penalty: 749.562439
	Iteration 13Q: 3 clusters Score -140798.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -140800.343750 Penalty: 749.562439
	Iteration 14Q: 3 clusters Score -140800.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -140801.875000 Penalty: 749.562439
	Iteration 15Q: 3 clusters Score -140801.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -140803.781250 Penalty: 749.562439
	Iteration 16Q: 3 clusters Score -140803.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -140805.640625 Penalty: 749.562439
	Iteration 17Q: 3 clusters Score -140805.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -140807.156250 Penalty: 749.562439
	Iteration 18Q: 3 clusters Score -140807.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -140809.968750 Penalty: 749.562439
	Iteration 19Q: 3 clusters Score -140810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -140812.843750 Penalty: 749.562439
	Iteration 20F: 3 clusters Score -140812.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -140815.546875 Penalty: 749.562439
	Iteration 21Q: 3 clusters Score -140815.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -140819.828125 Penalty: 749.562439
	Iteration 22Q: 3 clusters Score -140819.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -140823.656250 Penalty: 749.562439
	Iteration 23Q: 3 clusters Score -140823.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -140824.796875 Penalty: 749.562439
	Iteration 24Q: 3 clusters Score -140824.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -140825.875000 Penalty: 749.562439
	Iteration 25Q: 3 clusters Score -140825.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -140826.968750 Penalty: 749.562439
	Iteration 26Q: 3 clusters Score -140827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -140828.125000 Penalty: 749.562439
	Iteration 27Q: 3 clusters Score -140828.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -140829.281250 Penalty: 749.562439
	Iteration 28Q: 3 clusters Score -140829.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -140829.687500 Penalty: 749.562439
	Iteration 29Q: 3 clusters Score -140829.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -140830.265625 Penalty: 749.562439
	Iteration 30Q: 3 clusters Score -140830.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -140830.796875 Penalty: 749.562439
	Iteration 31Q: 3 clusters Score -140830.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -140831.265625 Penalty: 749.562439
	Iteration 32Q: 3 clusters Score -140831.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -140831.234375 Penalty: 749.562439
	Iteration 33Q: 3 clusters Score -140831.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -140831.406250 Penalty: 749.562439
	Iteration 34Q: 3 clusters Score -140831.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -140831.437500 Penalty: 749.562439
	Iteration 35Q: 3 clusters Score -140831.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -140831.781250 Penalty: 749.562439
	Iteration 36Q: 3 clusters Score -140831.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -140831.781250 Penalty: 749.562439
	Iteration 37F: 3 clusters Score -140831.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Entering Unmasked Estep 
Score: -95091.585938 Penalty: 358.645325
	Iteration 0F: 2 clusters Score -95091.59 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 1342 members 
Entering Unmasked Estep 
Score: -93255.429688 Penalty: 717.290649
	Iteration 0F: 3 clusters Score -93255.43 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -93906.843750 Penalty: 717.290649
	Iteration 1F: 3 clusters Score -93906.84 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -94025.867188 Penalty: 717.290649
	Iteration 2F: 3 clusters Score -94025.87 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -94124.070312 Penalty: 717.290649
	Iteration 3F: 3 clusters Score -94124.07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -94206.125000 Penalty: 717.290649
	Iteration 4F: 3 clusters Score -94206.12 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -94264.750000 Penalty: 717.290649
	Iteration 5Q: 3 clusters Score -94264.75 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -94316.476562 Penalty: 717.290649
	Iteration 6Q: 3 clusters Score -94316.48 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -94350.007812 Penalty: 717.290649
	Iteration 7Q: 3 clusters Score -94350.01 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -94375.734375 Penalty: 717.290649
	Iteration 8Q: 3 clusters Score -94375.73 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -94395.523438 Penalty: 717.290649
	Iteration 9Q: 3 clusters Score -94395.52 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -94414.351562 Penalty: 717.290649
	Iteration 10Q: 3 clusters Score -94414.35 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -94430.304688 Penalty: 717.290649
	Iteration 11Q: 3 clusters Score -94430.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -94444.742188 Penalty: 717.290649
	Iteration 12Q: 3 clusters Score -94444.74 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -94465.109375 Penalty: 717.290649
	Iteration 13Q: 3 clusters Score -94465.11 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -94489.593750 Penalty: 717.290649
	Iteration 14Q: 3 clusters Score -94489.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -94514.015625 Penalty: 717.290649
	Iteration 15Q: 3 clusters Score -94514.02 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -94537.539062 Penalty: 717.290649
	Iteration 16Q: 3 clusters Score -94537.54 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -94559.843750 Penalty: 717.290649
	Iteration 17Q: 3 clusters Score -94559.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -94580.515625 Penalty: 717.290649
	Iteration 18Q: 3 clusters Score -94580.52 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -94603.250000 Penalty: 717.290649
	Iteration 19Q: 3 clusters Score -94603.25 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -94633.085938 Penalty: 717.290649
	Iteration 20F: 3 clusters Score -94633.09 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -94665.367188 Penalty: 717.290649
	Iteration 21Q: 3 clusters Score -94665.37 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -94694.750000 Penalty: 717.290649
	Iteration 22Q: 3 clusters Score -94694.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -94716.507812 Penalty: 717.290649
	Iteration 23Q: 3 clusters Score -94716.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -94733.078125 Penalty: 717.290649
	Iteration 24Q: 3 clusters Score -94733.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -94749.656250 Penalty: 717.290649
	Iteration 25Q: 3 clusters Score -94749.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -94763.671875 Penalty: 717.290649
	Iteration 26Q: 3 clusters Score -94763.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -94774.187500 Penalty: 717.290649
	Iteration 27Q: 3 clusters Score -94774.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -94782.476562 Penalty: 717.290649
	Iteration 28Q: 3 clusters Score -94782.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -94785.656250 Penalty: 717.290649
	Iteration 29Q: 3 clusters Score -94785.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -94788.515625 Penalty: 717.290649
	Iteration 30Q: 3 clusters Score -94788.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -94790.695312 Penalty: 717.290649
	Iteration 31Q: 3 clusters Score -94790.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -94793.679688 Penalty: 717.290649
	Iteration 32Q: 3 clusters Score -94793.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -94795.382812 Penalty: 717.290649
	Iteration 33Q: 3 clusters Score -94795.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -94796.484375 Penalty: 717.290649
	Iteration 34Q: 3 clusters Score -94796.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -94796.421875 Penalty: 717.290649
	Iteration 35Q: 3 clusters Score -94796.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -94796.421875 Penalty: 717.290649
	Iteration 36F: 3 clusters Score -94796.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Entering Unmasked Estep 
Score: -428867.625000 Penalty: 425.290985
	Iteration 0F: 2 clusters Score -428867.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -421156.718750 Penalty: 850.581970
	Iteration 0F: 3 clusters Score -421156.7 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -424365.031250 Penalty: 850.581970
	Iteration 1F: 3 clusters Score -424365 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -424648.343750 Penalty: 850.581970
	Iteration 2F: 3 clusters Score -424648.3 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -425008.718750 Penalty: 850.581970
	Iteration 3F: 3 clusters Score -425008.7 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -425500.500000 Penalty: 850.581970
	Iteration 4F: 3 clusters Score -425500.5 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -426017.937500 Penalty: 850.581970
	Iteration 5F: 3 clusters Score -426017.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -426480.187500 Penalty: 850.581970
	Iteration 6F: 3 clusters Score -426480.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -426787.750000 Penalty: 850.581970
	Iteration 7Q: 3 clusters Score -426787.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -426953.218750 Penalty: 850.581970
	Iteration 8Q: 3 clusters Score -426953.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -427039.718750 Penalty: 850.581970
	Iteration 9Q: 3 clusters Score -427039.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -427092.343750 Penalty: 850.581970
	Iteration 10Q: 3 clusters Score -427092.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -427127.000000 Penalty: 850.581970
	Iteration 11Q: 3 clusters Score -427127 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -427154.375000 Penalty: 850.581970
	Iteration 12Q: 3 clusters Score -427154.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -427174.937500 Penalty: 850.581970
	Iteration 13Q: 3 clusters Score -427174.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -427191.531250 Penalty: 850.581970
	Iteration 14Q: 3 clusters Score -427191.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -427203.281250 Penalty: 850.581970
	Iteration 15Q: 3 clusters Score -427203.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -427216.718750 Penalty: 850.581970
	Iteration 16Q: 3 clusters Score -427216.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -427228.468750 Penalty: 850.581970
	Iteration 17Q: 3 clusters Score -427228.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -427235.968750 Penalty: 850.581970
	Iteration 18Q: 3 clusters Score -427236 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -427247.093750 Penalty: 850.581970
	Iteration 19Q: 3 clusters Score -427247.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -427259.750000 Penalty: 850.581970
	Iteration 20F: 3 clusters Score -427259.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -427269.468750 Penalty: 850.581970
	Iteration 21Q: 3 clusters Score -427269.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -427278.031250 Penalty: 850.581970
	Iteration 22Q: 3 clusters Score -427278 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -427284.531250 Penalty: 850.581970
	Iteration 23Q: 3 clusters Score -427284.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -427292.968750 Penalty: 850.581970
	Iteration 24Q: 3 clusters Score -427293 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -427303.156250 Penalty: 850.581970
	Iteration 25Q: 3 clusters Score -427303.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -427314.218750 Penalty: 850.581970
	Iteration 26Q: 3 clusters Score -427314.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -427323.062500 Penalty: 850.581970
	Iteration 27Q: 3 clusters Score -427323.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -427328.437500 Penalty: 850.581970
	Iteration 28Q: 3 clusters Score -427328.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -427336.437500 Penalty: 850.581970
	Iteration 29Q: 3 clusters Score -427336.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -427343.093750 Penalty: 850.581970
	Iteration 30Q: 3 clusters Score -427343.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -427353.093750 Penalty: 850.581970
	Iteration 31Q: 3 clusters Score -427353.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -427360.781250 Penalty: 850.581970
	Iteration 32Q: 3 clusters Score -427360.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -427371.031250 Penalty: 850.581970
	Iteration 33Q: 3 clusters Score -427371 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -427385.531250 Penalty: 850.581970
	Iteration 34Q: 3 clusters Score -427385.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -427403.937500 Penalty: 850.581970
	Iteration 35Q: 3 clusters Score -427403.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -427422.468750 Penalty: 850.581970
	Iteration 36Q: 3 clusters Score -427422.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -427443.562500 Penalty: 850.581970
	Iteration 37Q: 3 clusters Score -427443.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -427466.156250 Penalty: 850.581970
	Iteration 38Q: 3 clusters Score -427466.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -427492.156250 Penalty: 850.581970
	Iteration 39Q: 3 clusters Score -427492.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -427518.875000 Penalty: 850.581970
	Iteration 40F: 3 clusters Score -427518.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -427551.125000 Penalty: 850.581970
	Iteration 41Q: 3 clusters Score -427551.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -427588.000000 Penalty: 850.581970
	Iteration 42Q: 3 clusters Score -427588 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -427622.281250 Penalty: 850.581970
	Iteration 43Q: 3 clusters Score -427622.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -427660.218750 Penalty: 850.581970
	Iteration 44Q: 3 clusters Score -427660.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -427697.468750 Penalty: 850.581970
	Iteration 45Q: 3 clusters Score -427697.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -427738.937500 Penalty: 850.581970
	Iteration 46Q: 3 clusters Score -427738.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -427785.312500 Penalty: 850.581970
	Iteration 47Q: 3 clusters Score -427785.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -427843.125000 Penalty: 850.581970
	Iteration 48Q: 3 clusters Score -427843.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -427910.843750 Penalty: 850.581970
	Iteration 49Q: 3 clusters Score -427910.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -427979.656250 Penalty: 850.581970
	Iteration 50Q: 3 clusters Score -427979.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -428046.312500 Penalty: 850.581970
	Iteration 51Q: 3 clusters Score -428046.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -428113.156250 Penalty: 850.581970
	Iteration 52Q: 3 clusters Score -428113.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -428168.093750 Penalty: 850.581970
	Iteration 53Q: 3 clusters Score -428168.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -428222.156250 Penalty: 850.581970
	Iteration 54Q: 3 clusters Score -428222.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -428278.156250 Penalty: 850.581970
	Iteration 55Q: 3 clusters Score -428278.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -428327.625000 Penalty: 850.581970
	Iteration 56Q: 3 clusters Score -428327.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -428366.031250 Penalty: 850.581970
	Iteration 57Q: 3 clusters Score -428366 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -428394.781250 Penalty: 850.581970
	Iteration 58Q: 3 clusters Score -428394.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -428421.000000 Penalty: 850.581970
	Iteration 59Q: 3 clusters Score -428421 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -428436.312500 Penalty: 850.581970
	Iteration 60F: 3 clusters Score -428436.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -428453.468750 Penalty: 850.581970
	Iteration 61Q: 3 clusters Score -428453.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -428469.562500 Penalty: 850.581970
	Iteration 62Q: 3 clusters Score -428469.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -428486.468750 Penalty: 850.581970
	Iteration 63Q: 3 clusters Score -428486.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -428501.968750 Penalty: 850.581970
	Iteration 64Q: 3 clusters Score -428502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -428510.562500 Penalty: 850.581970
	Iteration 65Q: 3 clusters Score -428510.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -428520.281250 Penalty: 850.581970
	Iteration 66Q: 3 clusters Score -428520.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -428524.968750 Penalty: 850.581970
	Iteration 67Q: 3 clusters Score -428525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -428527.750000 Penalty: 850.581970
	Iteration 68Q: 3 clusters Score -428527.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -428529.562500 Penalty: 850.581970
	Iteration 69Q: 3 clusters Score -428529.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -428531.156250 Penalty: 850.581970
	Iteration 70Q: 3 clusters Score -428531.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -428531.625000 Penalty: 850.581970
	Iteration 71Q: 3 clusters Score -428531.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -428534.406250 Penalty: 850.581970
	Iteration 72Q: 3 clusters Score -428534.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -428535.437500 Penalty: 850.581970
	Iteration 73Q: 3 clusters Score -428535.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -428536.500000 Penalty: 850.581970
	Iteration 74Q: 3 clusters Score -428536.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -428537.562500 Penalty: 850.581970
	Iteration 75Q: 3 clusters Score -428537.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -428539.718750 Penalty: 850.581970
	Iteration 76Q: 3 clusters Score -428539.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -428540.718750 Penalty: 850.581970
	Iteration 77Q: 3 clusters Score -428540.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -428542.375000 Penalty: 850.581970
	Iteration 78Q: 3 clusters Score -428542.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -428545.093750 Penalty: 850.581970
	Iteration 79Q: 3 clusters Score -428545.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -428545.062500 Penalty: 850.581970
	Iteration 80F: 3 clusters Score -428545.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -428545.812500 Penalty: 850.581970
	Iteration 81Q: 3 clusters Score -428545.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -428545.218750 Penalty: 850.581970
	Iteration 82Q: 3 clusters Score -428545.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -428545.906250 Penalty: 850.581970
	Iteration 83Q: 3 clusters Score -428545.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -428546.406250 Penalty: 850.581970
	Iteration 84Q: 3 clusters Score -428546.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -428546.406250 Penalty: 850.581970
	Iteration 85Q: 3 clusters Score -428546.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -428546.406250 Penalty: 850.581970
	Iteration 86F: 3 clusters Score -428546.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -2017.367676 Penalty: 209.077957
	Iteration 0F: 2 clusters Score -2017.368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -1836.350952 Penalty: 418.155914
	Iteration 0F: 3 clusters Score -1836.351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1885.879272 Penalty: 418.155914
	Iteration 1F: 3 clusters Score -1885.879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1917.158447 Penalty: 418.155914
	Iteration 2F: 3 clusters Score -1917.158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1918.915161 Penalty: 418.155914
	Iteration 3Q: 3 clusters Score -1918.915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1921.306396 Penalty: 418.155914
	Iteration 4Q: 3 clusters Score -1921.306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1921.306396 Penalty: 418.155914
	Iteration 5F: 3 clusters Score -1921.306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (15129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Entering Unmasked Estep 
Score: -537237.875000 Penalty: 437.908783
	Iteration 0F: 2 clusters Score -537237.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -527189.812500 Penalty: 875.817566
	Iteration 0F: 3 clusters Score -527189.8 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -531572.437500 Penalty: 875.817566
	Iteration 1F: 3 clusters Score -531572.4 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -532224.750000 Penalty: 875.817566
	Iteration 2F: 3 clusters Score -532224.8 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -532914.500000 Penalty: 875.817566
	Iteration 3F: 3 clusters Score -532914.5 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -533625.875000 Penalty: 875.817566
	Iteration 4F: 3 clusters Score -533625.9 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -534315.000000 Penalty: 875.817566
	Iteration 5F: 3 clusters Score -534315 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -534854.375000 Penalty: 875.817566
	Iteration 6F: 3 clusters Score -534854.4 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -535226.937500 Penalty: 875.817566
	Iteration 7Q: 3 clusters Score -535226.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -535475.687500 Penalty: 875.817566
	Iteration 8Q: 3 clusters Score -535475.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -535697.187500 Penalty: 875.817566
	Iteration 9Q: 3 clusters Score -535697.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -535884.250000 Penalty: 875.817566
	Iteration 10Q: 3 clusters Score -535884.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -536014.125000 Penalty: 875.817566
	Iteration 11Q: 3 clusters Score -536014.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -536107.437500 Penalty: 875.817566
	Iteration 12Q: 3 clusters Score -536107.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -536192.000000 Penalty: 875.817566
	Iteration 13Q: 3 clusters Score -536192 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -536283.187500 Penalty: 875.817566
	Iteration 14Q: 3 clusters Score -536283.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -536389.687500 Penalty: 875.817566
	Iteration 15Q: 3 clusters Score -536389.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -536491.437500 Penalty: 875.817566
	Iteration 16Q: 3 clusters Score -536491.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -536592.125000 Penalty: 875.817566
	Iteration 17Q: 3 clusters Score -536592.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -536688.062500 Penalty: 875.817566
	Iteration 18Q: 3 clusters Score -536688.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -536788.750000 Penalty: 875.817566
	Iteration 19Q: 3 clusters Score -536788.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -536877.812500 Penalty: 875.817566
	Iteration 20F: 3 clusters Score -536877.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -536969.812500 Penalty: 875.817566
	Iteration 21Q: 3 clusters Score -536969.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -537052.562500 Penalty: 875.817566
	Iteration 22Q: 3 clusters Score -537052.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -537118.937500 Penalty: 875.817566
	Iteration 23Q: 3 clusters Score -537118.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -537162.625000 Penalty: 875.817566
	Iteration 24Q: 3 clusters Score -537162.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -537185.437500 Penalty: 875.817566
	Iteration 25Q: 3 clusters Score -537185.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -537195.375000 Penalty: 875.817566
	Iteration 26Q: 3 clusters Score -537195.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -537200.875000 Penalty: 875.817566
	Iteration 27Q: 3 clusters Score -537200.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -537204.375000 Penalty: 875.817566
	Iteration 28Q: 3 clusters Score -537204.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -537206.937500 Penalty: 875.817566
	Iteration 29Q: 3 clusters Score -537206.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -537209.125000 Penalty: 875.817566
	Iteration 30Q: 3 clusters Score -537209.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -537210.500000 Penalty: 875.817566
	Iteration 31Q: 3 clusters Score -537210.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -537211.687500 Penalty: 875.817566
	Iteration 32Q: 3 clusters Score -537211.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -537211.125000 Penalty: 875.817566
	Iteration 33Q: 3 clusters Score -537211.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -537211.562500 Penalty: 875.817566
	Iteration 34Q: 3 clusters Score -537211.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -537211.375000 Penalty: 875.817566
	Iteration 35Q: 3 clusters Score -537211.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -537211.375000 Penalty: 875.817566
	Iteration 36F: 3 clusters Score -537211.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Entering Unmasked Estep 
Score: -101811.507812 Penalty: 362.416534
	Iteration 0F: 2 clusters Score -101811.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -99827.187500 Penalty: 724.833069
	Iteration 0F: 3 clusters Score -99827.19 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -100576.773438 Penalty: 724.833069
	Iteration 1F: 3 clusters Score -100576.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -100692.460938 Penalty: 724.833069
	Iteration 2F: 3 clusters Score -100692.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -100809.781250 Penalty: 724.833069
	Iteration 3F: 3 clusters Score -100809.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -100937.648438 Penalty: 724.833069
	Iteration 4F: 3 clusters Score -100937.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -101054.734375 Penalty: 724.833069
	Iteration 5F: 3 clusters Score -101054.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -101161.789062 Penalty: 724.833069
	Iteration 6F: 3 clusters Score -101161.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -101238.312500 Penalty: 724.833069
	Iteration 7Q: 3 clusters Score -101238.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -101308.531250 Penalty: 724.833069
	Iteration 8Q: 3 clusters Score -101308.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -101364.281250 Penalty: 724.833069
	Iteration 9Q: 3 clusters Score -101364.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -101391.750000 Penalty: 724.833069
	Iteration 10Q: 3 clusters Score -101391.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -101404.359375 Penalty: 724.833069
	Iteration 11Q: 3 clusters Score -101404.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -101413.593750 Penalty: 724.833069
	Iteration 12Q: 3 clusters Score -101413.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -101423.234375 Penalty: 724.833069
	Iteration 13Q: 3 clusters Score -101423.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -101433.820312 Penalty: 724.833069
	Iteration 14Q: 3 clusters Score -101433.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -101443.296875 Penalty: 724.833069
	Iteration 15Q: 3 clusters Score -101443.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -101446.460938 Penalty: 724.833069
	Iteration 16Q: 3 clusters Score -101446.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -101447.664062 Penalty: 724.833069
	Iteration 17Q: 3 clusters Score -101447.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -101449.703125 Penalty: 724.833069
	Iteration 18Q: 3 clusters Score -101449.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -101450.843750 Penalty: 724.833069
	Iteration 19Q: 3 clusters Score -101450.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -101451.531250 Penalty: 724.833069
	Iteration 20F: 3 clusters Score -101451.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -101451.695312 Penalty: 724.833069
	Iteration 21Q: 3 clusters Score -101451.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -101452.320312 Penalty: 724.833069
	Iteration 22Q: 3 clusters Score -101452.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -101452.484375 Penalty: 724.833069
	Iteration 23Q: 3 clusters Score -101452.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -101452.742188 Penalty: 724.833069
	Iteration 24Q: 3 clusters Score -101452.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -101452.742188 Penalty: 724.833069
	Iteration 25F: 3 clusters Score -101452.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Entering Unmasked Estep 
Score: -116496.851562 Penalty: 367.069550
	Iteration 0F: 2 clusters Score -116496.9 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 1541 members 
Entering Unmasked Estep 
Score: -114327.515625 Penalty: 734.139099
	Iteration 0F: 3 clusters Score -114327.5 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -115179.710938 Penalty: 734.139099
	Iteration 1F: 3 clusters Score -115179.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -115276.148438 Penalty: 734.139099
	Iteration 2F: 3 clusters Score -115276.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -115372.171875 Penalty: 734.139099
	Iteration 3F: 3 clusters Score -115372.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -115470.484375 Penalty: 734.139099
	Iteration 4Q: 3 clusters Score -115470.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -115579.804688 Penalty: 734.139099
	Iteration 5Q: 3 clusters Score -115579.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -115696.523438 Penalty: 734.139099
	Iteration 6Q: 3 clusters Score -115696.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -115776.851562 Penalty: 734.139099
	Iteration 7Q: 3 clusters Score -115776.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -115867.289062 Penalty: 734.139099
	Iteration 8Q: 3 clusters Score -115867.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -115963.296875 Penalty: 734.139099
	Iteration 9Q: 3 clusters Score -115963.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -116038.851562 Penalty: 734.139099
	Iteration 10Q: 3 clusters Score -116038.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -116103.625000 Penalty: 734.139099
	Iteration 11Q: 3 clusters Score -116103.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -116163.859375 Penalty: 734.139099
	Iteration 12Q: 3 clusters Score -116163.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -116201.382812 Penalty: 734.139099
	Iteration 13Q: 3 clusters Score -116201.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -116222.617188 Penalty: 734.139099
	Iteration 14Q: 3 clusters Score -116222.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -116236.210938 Penalty: 734.139099
	Iteration 15Q: 3 clusters Score -116236.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -116262.851562 Penalty: 734.139099
	Iteration 16Q: 3 clusters Score -116262.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -116287.687500 Penalty: 734.139099
	Iteration 17Q: 3 clusters Score -116287.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -116304.921875 Penalty: 734.139099
	Iteration 18Q: 3 clusters Score -116304.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -116321.914062 Penalty: 734.139099
	Iteration 19Q: 3 clusters Score -116321.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -116332.046875 Penalty: 734.139099
	Iteration 20F: 3 clusters Score -116332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -116338.070312 Penalty: 734.139099
	Iteration 21Q: 3 clusters Score -116338.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -116342.773438 Penalty: 734.139099
	Iteration 22Q: 3 clusters Score -116342.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -116345.460938 Penalty: 734.139099
	Iteration 23Q: 3 clusters Score -116345.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -116349.632812 Penalty: 734.139099
	Iteration 24Q: 3 clusters Score -116349.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -116352.226562 Penalty: 734.139099
	Iteration 25Q: 3 clusters Score -116352.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -116353.484375 Penalty: 734.139099
	Iteration 26Q: 3 clusters Score -116353.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -116356.375000 Penalty: 734.139099
	Iteration 27Q: 3 clusters Score -116356.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -116358.015625 Penalty: 734.139099
	Iteration 28Q: 3 clusters Score -116358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -116359.031250 Penalty: 734.139099
	Iteration 29Q: 3 clusters Score -116359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -116360.468750 Penalty: 734.139099
	Iteration 30Q: 3 clusters Score -116360.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -116362.210938 Penalty: 734.139099
	Iteration 31Q: 3 clusters Score -116362.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -116363.046875 Penalty: 734.139099
	Iteration 32Q: 3 clusters Score -116363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -116363.640625 Penalty: 734.139099
	Iteration 33Q: 3 clusters Score -116363.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -116364.210938 Penalty: 734.139099
	Iteration 34Q: 3 clusters Score -116364.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -116364.554688 Penalty: 734.139099
	Iteration 35Q: 3 clusters Score -116364.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -116365.296875 Penalty: 734.139099
	Iteration 36Q: 3 clusters Score -116365.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -116365.656250 Penalty: 734.139099
	Iteration 37Q: 3 clusters Score -116365.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -116365.656250 Penalty: 734.139099
	Iteration 38F: 3 clusters Score -116365.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -26221.615234 Penalty: 299.545135
	Iteration 0F: 2 clusters Score -26221.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -25596.345703 Penalty: 599.090271
	Iteration 0F: 3 clusters Score -25596.35 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -25772.791016 Penalty: 599.090271
	Iteration 1F: 3 clusters Score -25772.79 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -25819.078125 Penalty: 599.090271
	Iteration 2F: 3 clusters Score -25819.08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -25844.044922 Penalty: 599.090271
	Iteration 3F: 3 clusters Score -25844.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -25863.587891 Penalty: 599.090271
	Iteration 4Q: 3 clusters Score -25863.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -25883.351562 Penalty: 599.090271
	Iteration 5Q: 3 clusters Score -25883.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -25892.548828 Penalty: 599.090271
	Iteration 6Q: 3 clusters Score -25892.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -25900.808594 Penalty: 599.090271
	Iteration 7Q: 3 clusters Score -25900.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -25917.037109 Penalty: 599.090271
	Iteration 8Q: 3 clusters Score -25917.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -25926.402344 Penalty: 599.090271
	Iteration 9Q: 3 clusters Score -25926.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -25935.554688 Penalty: 599.090271
	Iteration 10Q: 3 clusters Score -25935.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -25943.927734 Penalty: 599.090271
	Iteration 11Q: 3 clusters Score -25943.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -25950.613281 Penalty: 599.090271
	Iteration 12Q: 3 clusters Score -25950.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -25959.121094 Penalty: 599.090271
	Iteration 13Q: 3 clusters Score -25959.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -25969.613281 Penalty: 599.090271
	Iteration 14Q: 3 clusters Score -25969.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -25976.669922 Penalty: 599.090271
	Iteration 15Q: 3 clusters Score -25976.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -25979.750000 Penalty: 599.090271
	Iteration 16Q: 3 clusters Score -25979.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -25981.548828 Penalty: 599.090271
	Iteration 17Q: 3 clusters Score -25981.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -25984.714844 Penalty: 599.090271
	Iteration 18Q: 3 clusters Score -25984.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -25989.636719 Penalty: 599.090271
	Iteration 19Q: 3 clusters Score -25989.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -25992.871094 Penalty: 599.090271
	Iteration 20F: 3 clusters Score -25992.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -25994.927734 Penalty: 599.090271
	Iteration 21Q: 3 clusters Score -25994.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -25997.111328 Penalty: 599.090271
	Iteration 22Q: 3 clusters Score -25997.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -25997.929688 Penalty: 599.090271
	Iteration 23Q: 3 clusters Score -25997.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -25997.929688 Penalty: 599.090271
	Iteration 24F: 3 clusters Score -25997.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -34060.957031 Penalty: 313.244141
	Iteration 0F: 2 clusters Score -34060.96 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 476 members 
Entering Unmasked Estep 
Score: -33248.242188 Penalty: 626.488281
	Iteration 0F: 3 clusters Score -33248.24 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -33606.121094 Penalty: 626.488281
	Iteration 1F: 3 clusters Score -33606.12 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -33696.992188 Penalty: 626.488281
	Iteration 2F: 3 clusters Score -33696.99 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -33747.625000 Penalty: 626.488281
	Iteration 3F: 3 clusters Score -33747.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -33790.843750 Penalty: 626.488281
	Iteration 4Q: 3 clusters Score -33790.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -33820.261719 Penalty: 626.488281
	Iteration 5Q: 3 clusters Score -33820.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -33839.679688 Penalty: 626.488281
	Iteration 6Q: 3 clusters Score -33839.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -33855.511719 Penalty: 626.488281
	Iteration 7Q: 3 clusters Score -33855.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -33863.335938 Penalty: 626.488281
	Iteration 8Q: 3 clusters Score -33863.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -33872.816406 Penalty: 626.488281
	Iteration 9Q: 3 clusters Score -33872.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -33881.914062 Penalty: 626.488281
	Iteration 10Q: 3 clusters Score -33881.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -33890.843750 Penalty: 626.488281
	Iteration 11Q: 3 clusters Score -33890.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -33904.515625 Penalty: 626.488281
	Iteration 12Q: 3 clusters Score -33904.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -33916.902344 Penalty: 626.488281
	Iteration 13Q: 3 clusters Score -33916.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -33944.113281 Penalty: 626.488281
	Iteration 14Q: 3 clusters Score -33944.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -33971.402344 Penalty: 626.488281
	Iteration 15Q: 3 clusters Score -33971.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -33991.996094 Penalty: 626.488281
	Iteration 16Q: 3 clusters Score -33992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -34000.531250 Penalty: 626.488281
	Iteration 17Q: 3 clusters Score -34000.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -34005.281250 Penalty: 626.488281
	Iteration 18Q: 3 clusters Score -34005.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -34011.269531 Penalty: 626.488281
	Iteration 19Q: 3 clusters Score -34011.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -34012.847656 Penalty: 626.488281
	Iteration 20F: 3 clusters Score -34012.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Entering Unmasked Estep 
Score: -80437.367188 Penalty: 349.678589
	Iteration 0F: 2 clusters Score -80437.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -78900.789062 Penalty: 699.357178
	Iteration 0F: 3 clusters Score -78900.79 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -79409.179688 Penalty: 699.357178
	Iteration 1F: 3 clusters Score -79409.18 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -79454.765625 Penalty: 699.357178
	Iteration 2F: 3 clusters Score -79454.77 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -79489.726562 Penalty: 699.357178
	Iteration 3Q: 3 clusters Score -79489.73 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -79522.875000 Penalty: 699.357178
	Iteration 4Q: 3 clusters Score -79522.88 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -79558.992188 Penalty: 699.357178
	Iteration 5Q: 3 clusters Score -79558.99 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -79591.117188 Penalty: 699.357178
	Iteration 6Q: 3 clusters Score -79591.12 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -79645.843750 Penalty: 699.357178
	Iteration 7Q: 3 clusters Score -79645.84 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -79707.382812 Penalty: 699.357178
	Iteration 8Q: 3 clusters Score -79707.38 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -79790.406250 Penalty: 699.357178
	Iteration 9Q: 3 clusters Score -79790.41 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -79863.671875 Penalty: 699.357178
	Iteration 10Q: 3 clusters Score -79863.67 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -79917.257812 Penalty: 699.357178
	Iteration 11Q: 3 clusters Score -79917.26 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -79964.156250 Penalty: 699.357178
	Iteration 12Q: 3 clusters Score -79964.16 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -80012.960938 Penalty: 699.357178
	Iteration 13Q: 3 clusters Score -80012.96 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -80050.000000 Penalty: 699.357178
	Iteration 14Q: 3 clusters Score -80050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -80070.773438 Penalty: 699.357178
	Iteration 15Q: 3 clusters Score -80070.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -80087.492188 Penalty: 699.357178
	Iteration 16Q: 3 clusters Score -80087.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -80099.007812 Penalty: 699.357178
	Iteration 17Q: 3 clusters Score -80099.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -80110.695312 Penalty: 699.357178
	Iteration 18Q: 3 clusters Score -80110.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -80119.945312 Penalty: 699.357178
	Iteration 19Q: 3 clusters Score -80119.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -80124.429688 Penalty: 699.357178
	Iteration 20F: 3 clusters Score -80124.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -80127.343750 Penalty: 699.357178
	Iteration 21Q: 3 clusters Score -80127.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -80129.468750 Penalty: 699.357178
	Iteration 22Q: 3 clusters Score -80129.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -80130.578125 Penalty: 699.357178
	Iteration 23Q: 3 clusters Score -80130.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -80132.367188 Penalty: 699.357178
	Iteration 24Q: 3 clusters Score -80132.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -80135.406250 Penalty: 699.357178
	Iteration 25Q: 3 clusters Score -80135.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -80135.406250 Penalty: 699.357178
	Iteration 26F: 3 clusters Score -80135.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -170809.453125 Penalty: 385.882935
	Iteration 0F: 2 clusters Score -170809.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -167568.671875 Penalty: 771.765869
	Iteration 0F: 3 clusters Score -167568.7 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -168748.046875 Penalty: 771.765869
	Iteration 1F: 3 clusters Score -168748 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -168911.093750 Penalty: 771.765869
	Iteration 2F: 3 clusters Score -168911.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -169088.031250 Penalty: 771.765869
	Iteration 3F: 3 clusters Score -169088 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -169257.765625 Penalty: 771.765869
	Iteration 4F: 3 clusters Score -169257.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -169451.640625 Penalty: 771.765869
	Iteration 5F: 3 clusters Score -169451.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -169616.250000 Penalty: 771.765869
	Iteration 6F: 3 clusters Score -169616.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -169736.968750 Penalty: 771.765869
	Iteration 7Q: 3 clusters Score -169737 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -169811.609375 Penalty: 771.765869
	Iteration 8Q: 3 clusters Score -169811.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -169878.140625 Penalty: 771.765869
	Iteration 9Q: 3 clusters Score -169878.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -169936.671875 Penalty: 771.765869
	Iteration 10Q: 3 clusters Score -169936.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -170005.937500 Penalty: 771.765869
	Iteration 11Q: 3 clusters Score -170005.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -170095.375000 Penalty: 771.765869
	Iteration 12Q: 3 clusters Score -170095.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -170195.468750 Penalty: 771.765869
	Iteration 13Q: 3 clusters Score -170195.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -170259.203125 Penalty: 771.765869
	Iteration 14Q: 3 clusters Score -170259.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -170306.265625 Penalty: 771.765869
	Iteration 15Q: 3 clusters Score -170306.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -170341.359375 Penalty: 771.765869
	Iteration 16Q: 3 clusters Score -170341.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -170373.531250 Penalty: 771.765869
	Iteration 17Q: 3 clusters Score -170373.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -170392.531250 Penalty: 771.765869
	Iteration 18Q: 3 clusters Score -170392.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -170402.515625 Penalty: 771.765869
	Iteration 19Q: 3 clusters Score -170402.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -170412.765625 Penalty: 771.765869
	Iteration 20F: 3 clusters Score -170412.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -170420.312500 Penalty: 771.765869
	Iteration 21Q: 3 clusters Score -170420.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -170426.859375 Penalty: 771.765869
	Iteration 22Q: 3 clusters Score -170426.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -170436.125000 Penalty: 771.765869
	Iteration 23Q: 3 clusters Score -170436.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -170440.843750 Penalty: 771.765869
	Iteration 24Q: 3 clusters Score -170440.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -170443.968750 Penalty: 771.765869
	Iteration 25Q: 3 clusters Score -170444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -170446.250000 Penalty: 771.765869
	Iteration 26Q: 3 clusters Score -170446.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -170447.984375 Penalty: 771.765869
	Iteration 27Q: 3 clusters Score -170448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -170448.984375 Penalty: 771.765869
	Iteration 28Q: 3 clusters Score -170449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -170449.937500 Penalty: 771.765869
	Iteration 29Q: 3 clusters Score -170449.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -170452.062500 Penalty: 771.765869
	Iteration 30Q: 3 clusters Score -170452.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -170453.875000 Penalty: 771.765869
	Iteration 31Q: 3 clusters Score -170453.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -170455.250000 Penalty: 771.765869
	Iteration 32Q: 3 clusters Score -170455.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -170456.171875 Penalty: 771.765869
	Iteration 33Q: 3 clusters Score -170456.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -170457.812500 Penalty: 771.765869
	Iteration 34Q: 3 clusters Score -170457.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -170462.062500 Penalty: 771.765869
	Iteration 35Q: 3 clusters Score -170462.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -170465.203125 Penalty: 771.765869
	Iteration 36Q: 3 clusters Score -170465.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -170467.031250 Penalty: 771.765869
	Iteration 37Q: 3 clusters Score -170467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -170469.093750 Penalty: 771.765869
	Iteration 38Q: 3 clusters Score -170469.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -170470.875000 Penalty: 771.765869
	Iteration 39Q: 3 clusters Score -170470.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -170473.671875 Penalty: 771.765869
	Iteration 40F: 3 clusters Score -170473.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -170476.078125 Penalty: 771.765869
	Iteration 41Q: 3 clusters Score -170476.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -170477.015625 Penalty: 771.765869
	Iteration 42Q: 3 clusters Score -170477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -170477.062500 Penalty: 771.765869
	Iteration 43Q: 3 clusters Score -170477.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -170477.171875 Penalty: 771.765869
	Iteration 44Q: 3 clusters Score -170477.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -170478.031250 Penalty: 771.765869
	Iteration 45Q: 3 clusters Score -170478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -170479.734375 Penalty: 771.765869
	Iteration 46Q: 3 clusters Score -170479.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -170480.250000 Penalty: 771.765869
	Iteration 47Q: 3 clusters Score -170480.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -170480.515625 Penalty: 771.765869
	Iteration 48Q: 3 clusters Score -170480.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -170480.515625 Penalty: 771.765869
	Iteration 49F: 3 clusters Score -170480.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Entering Unmasked Estep 
Score: -409931.750000 Penalty: 422.753021
	Iteration 0F: 2 clusters Score -409931.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -402834.406250 Penalty: 845.506042
	Iteration 0F: 3 clusters Score -402834.4 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -406081.718750 Penalty: 845.506042
	Iteration 1F: 3 clusters Score -406081.7 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -406795.375000 Penalty: 845.506042
	Iteration 2F: 3 clusters Score -406795.4 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -407632.593750 Penalty: 845.506042
	Iteration 3F: 3 clusters Score -407632.6 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -408473.062500 Penalty: 845.506042
	Iteration 4F: 3 clusters Score -408473.1 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -409058.375000 Penalty: 845.506042
	Iteration 5F: 3 clusters Score -409058.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -409392.250000 Penalty: 845.506042
	Iteration 6Q: 3 clusters Score -409392.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -409571.687500 Penalty: 845.506042
	Iteration 7Q: 3 clusters Score -409571.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -409655.343750 Penalty: 845.506042
	Iteration 8Q: 3 clusters Score -409655.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -409706.968750 Penalty: 845.506042
	Iteration 9Q: 3 clusters Score -409707 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -409741.093750 Penalty: 845.506042
	Iteration 10Q: 3 clusters Score -409741.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -409762.031250 Penalty: 845.506042
	Iteration 11Q: 3 clusters Score -409762 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -409773.406250 Penalty: 845.506042
	Iteration 12Q: 3 clusters Score -409773.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -409784.906250 Penalty: 845.506042
	Iteration 13Q: 3 clusters Score -409784.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -409794.375000 Penalty: 845.506042
	Iteration 14Q: 3 clusters Score -409794.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -409799.500000 Penalty: 845.506042
	Iteration 15Q: 3 clusters Score -409799.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -409804.812500 Penalty: 845.506042
	Iteration 16Q: 3 clusters Score -409804.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -409808.875000 Penalty: 845.506042
	Iteration 17Q: 3 clusters Score -409808.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -409811.875000 Penalty: 845.506042
	Iteration 18Q: 3 clusters Score -409811.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -409815.468750 Penalty: 845.506042
	Iteration 19Q: 3 clusters Score -409815.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -409819.968750 Penalty: 845.506042
	Iteration 20F: 3 clusters Score -409820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -409824.718750 Penalty: 845.506042
	Iteration 21Q: 3 clusters Score -409824.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -409831.937500 Penalty: 845.506042
	Iteration 22Q: 3 clusters Score -409831.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -409836.375000 Penalty: 845.506042
	Iteration 23Q: 3 clusters Score -409836.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -409840.593750 Penalty: 845.506042
	Iteration 24Q: 3 clusters Score -409840.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -409842.781250 Penalty: 845.506042
	Iteration 25Q: 3 clusters Score -409842.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -409844.656250 Penalty: 845.506042
	Iteration 26Q: 3 clusters Score -409844.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -409845.750000 Penalty: 845.506042
	Iteration 27Q: 3 clusters Score -409845.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -409849.937500 Penalty: 845.506042
	Iteration 28Q: 3 clusters Score -409849.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -409851.531250 Penalty: 845.506042
	Iteration 29Q: 3 clusters Score -409851.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -409853.000000 Penalty: 845.506042
	Iteration 30Q: 3 clusters Score -409853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -409854.187500 Penalty: 845.506042
	Iteration 31Q: 3 clusters Score -409854.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -409855.031250 Penalty: 845.506042
	Iteration 32Q: 3 clusters Score -409855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -409854.750000 Penalty: 845.506042
	Iteration 33Q: 3 clusters Score -409854.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -409855.468750 Penalty: 845.506042
	Iteration 34Q: 3 clusters Score -409855.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -409857.593750 Penalty: 845.506042
	Iteration 35Q: 3 clusters Score -409857.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -409859.375000 Penalty: 845.506042
	Iteration 36Q: 3 clusters Score -409859.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -409863.125000 Penalty: 845.506042
	Iteration 37Q: 3 clusters Score -409863.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -409863.343750 Penalty: 845.506042
	Iteration 38Q: 3 clusters Score -409863.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -409864.500000 Penalty: 845.506042
	Iteration 39Q: 3 clusters Score -409864.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -409866.281250 Penalty: 845.506042
	Iteration 40F: 3 clusters Score -409866.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -409867.437500 Penalty: 845.506042
	Iteration 41Q: 3 clusters Score -409867.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -409867.375000 Penalty: 845.506042
	Iteration 42Q: 3 clusters Score -409867.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -409867.250000 Penalty: 845.506042
	Iteration 43Q: 3 clusters Score -409867.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -409868.218750 Penalty: 845.506042
	Iteration 44Q: 3 clusters Score -409868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -409867.812500 Penalty: 845.506042
	Iteration 45Q: 3 clusters Score -409867.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -409867.125000 Penalty: 845.506042
	Iteration 46Q: 3 clusters Score -409867.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -409868.437500 Penalty: 845.506042
	Iteration 47Q: 3 clusters Score -409868.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -409868.843750 Penalty: 845.506042
	Iteration 48Q: 3 clusters Score -409868.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -409869.375000 Penalty: 845.506042
	Iteration 49Q: 3 clusters Score -409869.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -409868.968750 Penalty: 845.506042
	Iteration 50Q: 3 clusters Score -409869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -409869.531250 Penalty: 845.506042
	Iteration 51Q: 3 clusters Score -409869.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -409870.000000 Penalty: 845.506042
	Iteration 52Q: 3 clusters Score -409870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -409870.312500 Penalty: 845.506042
	Iteration 53Q: 3 clusters Score -409870.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -409870.250000 Penalty: 845.506042
	Iteration 54Q: 3 clusters Score -409870.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -409870.343750 Penalty: 845.506042
	Iteration 55Q: 3 clusters Score -409870.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -409871.187500 Penalty: 845.506042
	Iteration 56Q: 3 clusters Score -409871.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -409871.125000 Penalty: 845.506042
	Iteration 57Q: 3 clusters Score -409871.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -409871.125000 Penalty: 845.506042
	Iteration 58F: 3 clusters Score -409871.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -35383.312500 Penalty: 315.515076
	Iteration 0F: 2 clusters Score -35383.31 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 555 members 
Entering Unmasked Estep 
Score: -34562.941406 Penalty: 631.030151
	Iteration 0F: 3 clusters Score -34562.94 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -34820.136719 Penalty: 631.030151
	Iteration 1F: 3 clusters Score -34820.14 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -34889.546875 Penalty: 631.030151
	Iteration 2F: 3 clusters Score -34889.55 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -34937.972656 Penalty: 631.030151
	Iteration 3F: 3 clusters Score -34937.97 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -34981.054688 Penalty: 631.030151
	Iteration 4Q: 3 clusters Score -34981.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -35007.351562 Penalty: 631.030151
	Iteration 5Q: 3 clusters Score -35007.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -35028.449219 Penalty: 631.030151
	Iteration 6Q: 3 clusters Score -35028.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -35044.082031 Penalty: 631.030151
	Iteration 7Q: 3 clusters Score -35044.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -35060.664062 Penalty: 631.030151
	Iteration 8Q: 3 clusters Score -35060.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -35072.632812 Penalty: 631.030151
	Iteration 9Q: 3 clusters Score -35072.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -35088.410156 Penalty: 631.030151
	Iteration 10Q: 3 clusters Score -35088.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -35094.328125 Penalty: 631.030151
	Iteration 11Q: 3 clusters Score -35094.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -35098.503906 Penalty: 631.030151
	Iteration 12Q: 3 clusters Score -35098.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -35099.644531 Penalty: 631.030151
	Iteration 13Q: 3 clusters Score -35099.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -35100.761719 Penalty: 631.030151
	Iteration 14Q: 3 clusters Score -35100.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -35100.761719 Penalty: 631.030151
	Iteration 15F: 3 clusters Score -35100.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -41605.511719 Penalty: 332.660431
	Iteration 0F: 2 clusters Score -41605.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -40475.417969 Penalty: 665.320862
	Iteration 0F: 3 clusters Score -40475.42 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -41048.593750 Penalty: 665.320862
	Iteration 1F: 3 clusters Score -41048.59 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -41210.632812 Penalty: 665.320862
	Iteration 2F: 3 clusters Score -41210.63 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -41296.937500 Penalty: 665.320862
	Iteration 3F: 3 clusters Score -41296.94 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -41360.976562 Penalty: 665.320862
	Iteration 4F: 3 clusters Score -41360.98 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -41402.894531 Penalty: 665.320862
	Iteration 5Q: 3 clusters Score -41402.89 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -41447.742188 Penalty: 665.320862
	Iteration 6Q: 3 clusters Score -41447.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -41476.316406 Penalty: 665.320862
	Iteration 7Q: 3 clusters Score -41476.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -41510.656250 Penalty: 665.320862
	Iteration 8Q: 3 clusters Score -41510.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -41536.292969 Penalty: 665.320862
	Iteration 9Q: 3 clusters Score -41536.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -41548.687500 Penalty: 665.320862
	Iteration 10Q: 3 clusters Score -41548.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -41559.429688 Penalty: 665.320862
	Iteration 11Q: 3 clusters Score -41559.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -41570.070312 Penalty: 665.320862
	Iteration 12Q: 3 clusters Score -41570.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -41578.257812 Penalty: 665.320862
	Iteration 13Q: 3 clusters Score -41578.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -41586.906250 Penalty: 665.320862
	Iteration 14Q: 3 clusters Score -41586.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -41595.863281 Penalty: 665.320862
	Iteration 15Q: 3 clusters Score -41595.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -41603.750000 Penalty: 665.320862
	Iteration 16Q: 3 clusters Score -41603.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -41608.839844 Penalty: 665.320862
	Iteration 17Q: 3 clusters Score -41608.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -41613.531250 Penalty: 665.320862
	Iteration 18Q: 3 clusters Score -41613.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -41619.082031 Penalty: 665.320862
	Iteration 19Q: 3 clusters Score -41619.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -41624.726562 Penalty: 665.320862
	Iteration 20F: 3 clusters Score -41624.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -41628.140625 Penalty: 665.320862
	Iteration 21Q: 3 clusters Score -41628.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -41629.703125 Penalty: 665.320862
	Iteration 22Q: 3 clusters Score -41629.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -41631.710938 Penalty: 665.320862
	Iteration 23Q: 3 clusters Score -41631.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -41632.433594 Penalty: 665.320862
	Iteration 24Q: 3 clusters Score -41632.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -41632.433594 Penalty: 665.320862
	Iteration 25F: 3 clusters Score -41632.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 20763 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 480834 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 12811 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 4530 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 561361 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 106864 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 14637 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14190 members 
Mstep: Class 23 contains 7959 members 
Mstep: Class 24 contains 6341 members 
Mstep: Class 25 contains 5327 members 
Mstep: Class 26 contains 9642 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 11465 members 
Mstep: Class 30 contains 99 members 
Mstep: Class 31 contains 15129 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 3189 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 2176 members 
Mstep: Class 37 contains 4822 members 
Mstep: Class 38 contains 10843 members 
Mstep: Class 39 contains 1027 members 
Mstep: Class 40 contains 251 members 
Mstep: Class 41 contains 1658 members 
Mstep: Class 42 contains 1246 members 
Entering Unmasked Estep 
Score: -50373836.000000 Penalty: 27027.978516
Splitting cluster 40 changes total score from -50374112.000000 to -50373836.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (1658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Entering Unmasked Estep 
Score: -60561.976562 Penalty: 337.308197
	Iteration 0F: 2 clusters Score -60561.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -59338.859375 Penalty: 674.616394
	Iteration 0F: 3 clusters Score -59338.86 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -59682.453125 Penalty: 674.616394
	Iteration 1F: 3 clusters Score -59682.45 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -59762.601562 Penalty: 674.616394
	Iteration 2F: 3 clusters Score -59762.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -59842.031250 Penalty: 674.616394
	Iteration 3F: 3 clusters Score -59842.03 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -59906.152344 Penalty: 674.616394
	Iteration 4F: 3 clusters Score -59906.15 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -59959.800781 Penalty: 674.616394
	Iteration 5Q: 3 clusters Score -59959.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -60021.414062 Penalty: 674.616394
	Iteration 6F: 3 clusters Score -60021.41 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -60082.656250 Penalty: 674.616394
	Iteration 7Q: 3 clusters Score -60082.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -60128.265625 Penalty: 674.616394
	Iteration 8Q: 3 clusters Score -60128.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -60172.824219 Penalty: 674.616394
	Iteration 9Q: 3 clusters Score -60172.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -60196.890625 Penalty: 674.616394
	Iteration 10Q: 3 clusters Score -60196.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -60212.914062 Penalty: 674.616394
	Iteration 11Q: 3 clusters Score -60212.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -60232.691406 Penalty: 674.616394
	Iteration 12Q: 3 clusters Score -60232.69 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -60253.250000 Penalty: 674.616394
	Iteration 13Q: 3 clusters Score -60253.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -60264.019531 Penalty: 674.616394
	Iteration 14Q: 3 clusters Score -60264.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -60272.894531 Penalty: 674.616394
	Iteration 15Q: 3 clusters Score -60272.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -60278.023438 Penalty: 674.616394
	Iteration 16Q: 3 clusters Score -60278.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -60282.164062 Penalty: 674.616394
	Iteration 17Q: 3 clusters Score -60282.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -60285.203125 Penalty: 674.616394
	Iteration 18Q: 3 clusters Score -60285.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -60289.820312 Penalty: 674.616394
	Iteration 19Q: 3 clusters Score -60289.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -60295.414062 Penalty: 674.616394
	Iteration 20F: 3 clusters Score -60295.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -60300.789062 Penalty: 674.616394
	Iteration 21Q: 3 clusters Score -60300.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -60305.253906 Penalty: 674.616394
	Iteration 22Q: 3 clusters Score -60305.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -60307.222656 Penalty: 674.616394
	Iteration 23Q: 3 clusters Score -60307.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -60308.519531 Penalty: 674.616394
	Iteration 24Q: 3 clusters Score -60308.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -60309.769531 Penalty: 674.616394
	Iteration 25Q: 3 clusters Score -60309.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -60310.304688 Penalty: 674.616394
	Iteration 26Q: 3 clusters Score -60310.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -60311.195312 Penalty: 674.616394
	Iteration 27Q: 3 clusters Score -60311.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -60311.949219 Penalty: 674.616394
	Iteration 28Q: 3 clusters Score -60311.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -60312.625000 Penalty: 674.616394
	Iteration 29Q: 3 clusters Score -60312.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -60313.277344 Penalty: 674.616394
	Iteration 30Q: 3 clusters Score -60313.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -60313.875000 Penalty: 674.616394
	Iteration 31Q: 3 clusters Score -60313.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -60314.003906 Penalty: 674.616394
	Iteration 32Q: 3 clusters Score -60314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -60314.003906 Penalty: 674.616394
	Iteration 33F: 3 clusters Score -60314 nChanged 0
24->42 Clusters: Score -50374112.000000, best is -50386268.000000

Starting from 25 clusters...
--- Clustering full data set of 1387992 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58276 members 
Mstep: Class 2 contains 57962 members 
Mstep: Class 3 contains 57576 members 
Mstep: Class 4 contains 57784 members 
Mstep: Class 5 contains 57730 members 
Mstep: Class 6 contains 57787 members 
Mstep: Class 7 contains 58006 members 
Mstep: Class 8 contains 57824 members 
Mstep: Class 9 contains 58238 members 
Mstep: Class 10 contains 57673 members 
Mstep: Class 11 contains 57816 members 
Mstep: Class 12 contains 57895 members 
Mstep: Class 13 contains 57929 members 
Mstep: Class 14 contains 58308 members 
Mstep: Class 15 contains 57812 members 
Mstep: Class 16 contains 57976 members 
Mstep: Class 17 contains 57557 members 
Mstep: Class 18 contains 57578 members 
Mstep: Class 19 contains 57361 members 
Mstep: Class 20 contains 57601 members 
Mstep: Class 21 contains 57687 members 
Mstep: Class 22 contains 57871 members 
Mstep: Class 23 contains 57855 members 
Mstep: Class 24 contains 57890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 290.796112 but Gain 643.523438
Score: -44764772.000000 Penalty: 14801.035156
Iteration 0F: 24 clusters Score -4.476477e+07 nChanged 1328015
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 61067 members 
Mstep: Class 3 contains 28684 members 
Mstep: Class 4 contains 68896 members 
Mstep: Class 5 contains 135218 members 
Mstep: Class 6 contains 24303 members 
Mstep: Class 7 contains 54367 members 
Mstep: Class 9 contains 82042 members 
Mstep: Class 10 contains 19862 members 
Mstep: Class 11 contains 145962 members 
Mstep: Class 12 contains 74592 members 
Mstep: Class 13 contains 31364 members 
Mstep: Class 14 contains 103268 members 
Mstep: Class 15 contains 53883 members 
Mstep: Class 16 contains 45142 members 
Mstep: Class 17 contains 19530 members 
Mstep: Class 18 contains 37256 members 
Mstep: Class 19 contains 52417 members 
Mstep: Class 20 contains 22662 members 
Mstep: Class 21 contains 66007 members 
Mstep: Class 22 contains 47610 members 
Mstep: Class 23 contains 136005 members 
Mstep: Class 24 contains 34039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48165156.000000 Penalty: 14801.035156
Iteration 1F: 24 clusters Score -4.816516e+07 nChanged 429023
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 56580 members 
Mstep: Class 3 contains 16275 members 
Mstep: Class 4 contains 79430 members 
Mstep: Class 5 contains 169893 members 
Mstep: Class 6 contains 13766 members 
Mstep: Class 7 contains 56699 members 
Mstep: Class 9 contains 99111 members 
Mstep: Class 10 contains 8050 members 
Mstep: Class 11 contains 138741 members 
Mstep: Class 12 contains 86067 members 
Mstep: Class 13 contains 21049 members 
Mstep: Class 14 contains 91674 members 
Mstep: Class 15 contains 47441 members 
Mstep: Class 16 contains 40372 members 
Mstep: Class 17 contains 10795 members 
Mstep: Class 18 contains 24661 members 
Mstep: Class 19 contains 51187 members 
Mstep: Class 20 contains 18152 members 
Mstep: Class 21 contains 70742 members 
Mstep: Class 22 contains 36781 members 
Mstep: Class 23 contains 189333 members 
Mstep: Class 24 contains 25476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48579244.000000 Penalty: 14801.035156
Iteration 2F: 24 clusters Score -4.857924e+07 nChanged 286416
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 46024 members 
Mstep: Class 3 contains 11306 members 
Mstep: Class 4 contains 93150 members 
Mstep: Class 5 contains 215561 members 
Mstep: Class 6 contains 7892 members 
Mstep: Class 7 contains 73337 members 
Mstep: Class 9 contains 103093 members 
Mstep: Class 10 contains 4164 members 
Mstep: Class 11 contains 123449 members 
Mstep: Class 12 contains 88544 members 
Mstep: Class 13 contains 14784 members 
Mstep: Class 14 contains 78095 members 
Mstep: Class 15 contains 41927 members 
Mstep: Class 16 contains 32558 members 
Mstep: Class 17 contains 7444 members 
Mstep: Class 18 contains 15540 members 
Mstep: Class 19 contains 46714 members 
Mstep: Class 20 contains 19163 members 
Mstep: Class 21 contains 59350 members 
Mstep: Class 22 contains 28723 members 
Mstep: Class 23 contains 227032 members 
Mstep: Class 24 contains 18229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48908472.000000 Penalty: 14801.035156
Iteration 3F: 24 clusters Score -4.890847e+07 nChanged 254575
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 32764 members 
Mstep: Class 3 contains 9894 members 
Mstep: Class 4 contains 128096 members 
Mstep: Class 5 contains 250211 members 
Mstep: Class 6 contains 4572 members 
Mstep: Class 7 contains 110623 members 
Mstep: Class 9 contains 94573 members 
Mstep: Class 10 contains 2884 members 
Mstep: Class 11 contains 105074 members 
Mstep: Class 12 contains 82516 members 
Mstep: Class 13 contains 10760 members 
Mstep: Class 14 contains 64590 members 
Mstep: Class 15 contains 38988 members 
Mstep: Class 16 contains 23084 members 
Mstep: Class 17 contains 5386 members 
Mstep: Class 18 contains 9312 members 
Mstep: Class 19 contains 38241 members 
Mstep: Class 20 contains 23073 members 
Mstep: Class 21 contains 41077 members 
Mstep: Class 22 contains 20752 members 
Mstep: Class 23 contains 249487 members 
Mstep: Class 24 contains 12190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49177632.000000 Penalty: 14801.035156
Iteration 4F: 24 clusters Score -4.917763e+07 nChanged 229015
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 20730 members 
Mstep: Class 3 contains 9537 members 
Mstep: Class 4 contains 171236 members 
Mstep: Class 5 contains 263375 members 
Mstep: Class 6 contains 2762 members 
Mstep: Class 7 contains 158847 members 
Mstep: Class 9 contains 78238 members 
Mstep: Class 10 contains 2289 members 
Mstep: Class 11 contains 89761 members 
Mstep: Class 12 contains 70543 members 
Mstep: Class 13 contains 8447 members 
Mstep: Class 14 contains 52200 members 
Mstep: Class 15 contains 41367 members 
Mstep: Class 16 contains 14454 members 
Mstep: Class 17 contains 3770 members 
Mstep: Class 18 contains 5447 members 
Mstep: Class 19 contains 29090 members 
Mstep: Class 20 contains 30406 members 
Mstep: Class 21 contains 24711 members 
Mstep: Class 22 contains 14528 members 
Mstep: Class 23 contains 259388 members 
Mstep: Class 24 contains 8028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49398608.000000 Penalty: 14801.035156
Iteration 5F: 24 clusters Score -4.939861e+07 nChanged 203468
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 12006 members 
Mstep: Class 3 contains 9586 members 
Mstep: Class 4 contains 218618 members 
Mstep: Class 5 contains 256809 members 
Mstep: Class 6 contains 2005 members 
Mstep: Class 7 contains 214923 members 
Mstep: Class 9 contains 57843 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 79373 members 
Mstep: Class 12 contains 55077 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 41503 members 
Mstep: Class 15 contains 43268 members 
Mstep: Class 16 contains 8184 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 18 contains 3262 members 
Mstep: Class 19 contains 20822 members 
Mstep: Class 20 contains 38204 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 10621 members 
Mstep: Class 23 contains 256403 members 
Mstep: Class 24 contains 5468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49585500.000000 Penalty: 14801.035156
Iteration 6F: 24 clusters Score -4.95855e+07 nChanged 181873
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 6396 members 
Mstep: Class 3 contains 9772 members 
Mstep: Class 4 contains 267881 members 
Mstep: Class 5 contains 236517 members 
Mstep: Class 6 contains 1761 members 
Mstep: Class 7 contains 275641 members 
Mstep: Class 9 contains 37414 members 
Mstep: Class 10 contains 1814 members 
Mstep: Class 11 contains 71691 members 
Mstep: Class 12 contains 38939 members 
Mstep: Class 13 contains 8359 members 
Mstep: Class 14 contains 32398 members 
Mstep: Class 15 contains 43241 members 
Mstep: Class 16 contains 4451 members 
Mstep: Class 17 contains 2206 members 
Mstep: Class 18 contains 2123 members 
Mstep: Class 19 contains 13889 members 
Mstep: Class 20 contains 45964 members 
Mstep: Class 21 contains 7358 members 
Mstep: Class 22 contains 8890 members 
Mstep: Class 23 contains 240224 members 
Mstep: Class 24 contains 4016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49743424.000000 Penalty: 14801.035156
Iteration 7F: 24 clusters Score -4.974342e+07 nChanged 160822
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 3265 members 
Mstep: Class 3 contains 9882 members 
Mstep: Class 4 contains 316807 members 
Mstep: Class 5 contains 208983 members 
Mstep: Class 6 contains 1668 members 
Mstep: Class 7 contains 336286 members 
Mstep: Class 9 contains 20827 members 
Mstep: Class 10 contains 1625 members 
Mstep: Class 11 contains 65355 members 
Mstep: Class 12 contains 24601 members 
Mstep: Class 13 contains 9946 members 
Mstep: Class 14 contains 25121 members 
Mstep: Class 15 contains 41648 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 1731 members 
Mstep: Class 19 contains 9012 members 
Mstep: Class 20 contains 52893 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 211949 members 
Mstep: Class 24 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49873232.000000 Penalty: 14801.035156
Iteration 8F: 24 clusters Score -4.987323e+07 nChanged 138853
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 9742 members 
Mstep: Class 4 contains 363876 members 
Mstep: Class 5 contains 178901 members 
Mstep: Class 6 contains 1693 members 
Mstep: Class 7 contains 392631 members 
Mstep: Class 9 contains 10024 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 59954 members 
Mstep: Class 12 contains 13718 members 
Mstep: Class 13 contains 11325 members 
Mstep: Class 14 contains 19958 members 
Mstep: Class 15 contains 38829 members 
Mstep: Class 16 contains 1754 members 
Mstep: Class 17 contains 2489 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 6148 members 
Mstep: Class 20 contains 58646 members 
Mstep: Class 21 contains 2615 members 
Mstep: Class 22 contains 7386 members 
Mstep: Class 23 contains 175131 members 
Mstep: Class 24 contains 2402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49974124.000000 Penalty: 14801.035156
Iteration 9F: 24 clusters Score -4.997412e+07 nChanged 114331
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 722 members 
Mstep: Class 3 contains 9440 members 
Mstep: Class 4 contains 405875 members 
Mstep: Class 5 contains 150548 members 
Mstep: Class 6 contains 1812 members 
Mstep: Class 7 contains 438719 members 
Mstep: Class 9 contains 4327 members 
Mstep: Class 10 contains 1506 members 
Mstep: Class 11 contains 55207 members 
Mstep: Class 12 contains 6898 members 
Mstep: Class 13 contains 12435 members 
Mstep: Class 14 contains 16624 members 
Mstep: Class 15 contains 35369 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 2994 members 
Mstep: Class 18 contains 1694 members 
Mstep: Class 19 contains 4375 members 
Mstep: Class 20 contains 63598 members 
Mstep: Class 21 contains 1769 members 
Mstep: Class 22 contains 6920 members 
Mstep: Class 23 contains 138121 members 
Mstep: Class 24 contains 1885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 374.020447 but Gain 643.523438
Score: -50052332.000000 Penalty: 14157.511719
Iteration 10F: 23 clusters Score -5.005233e+07 nChanged 89683
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 3 contains 9142 members 
Mstep: Class 4 contains 439624 members 
Mstep: Class 5 contains 125385 members 
Mstep: Class 6 contains 1962 members 
Mstep: Class 7 contains 473636 members 
Mstep: Class 9 contains 1881 members 
Mstep: Class 10 contains 1554 members 
Mstep: Class 11 contains 51136 members 
Mstep: Class 12 contains 3296 members 
Mstep: Class 13 contains 13286 members 
Mstep: Class 14 contains 14462 members 
Mstep: Class 15 contains 31796 members 
Mstep: Class 16 contains 1470 members 
Mstep: Class 17 contains 3484 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 3356 members 
Mstep: Class 20 contains 68009 members 
Mstep: Class 21 contains 1267 members 
Mstep: Class 22 contains 6645 members 
Mstep: Class 23 contains 107891 members 
Mstep: Class 24 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50114076.000000 Penalty: 14157.511719
Iteration 11F: 23 clusters Score -5.011408e+07 nChanged 66855
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 3 contains 8953 members 
Mstep: Class 4 contains 463923 members 
Mstep: Class 5 contains 104413 members 
Mstep: Class 6 contains 2127 members 
Mstep: Class 7 contains 497884 members 
Mstep: Class 9 contains 909 members 
Mstep: Class 10 contains 1644 members 
Mstep: Class 11 contains 47421 members 
Mstep: Class 12 contains 1547 members 
Mstep: Class 13 contains 13924 members 
Mstep: Class 14 contains 12921 members 
Mstep: Class 15 contains 28410 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 3908 members 
Mstep: Class 18 contains 2037 members 
Mstep: Class 19 contains 2995 members 
Mstep: Class 20 contains 71871 members 
Mstep: Class 21 contains 960 members 
Mstep: Class 22 contains 6574 members 
Mstep: Class 23 contains 87449 members 
Mstep: Class 24 contains 1298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 481.009705 but Gain 643.522461
Score: -50154452.000000 Penalty: 13513.989258
Iteration 12Q: 22 clusters Score -5.015445e+07 nChanged 49911
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 3 contains 8884 members 
Mstep: Class 4 contains 479906 members 
Mstep: Class 5 contains 88172 members 
Mstep: Class 6 contains 2322 members 
Mstep: Class 7 contains 514177 members 
Mstep: Class 10 contains 1728 members 
Mstep: Class 11 contains 44466 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 14387 members 
Mstep: Class 14 contains 11700 members 
Mstep: Class 15 contains 25293 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 4249 members 
Mstep: Class 18 contains 2399 members 
Mstep: Class 19 contains 2976 members 
Mstep: Class 20 contains 75563 members 
Mstep: Class 21 contains 805 members 
Mstep: Class 22 contains 6667 members 
Mstep: Class 23 contains 75292 members 
Mstep: Class 24 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 464.903778 but Gain 643.523438
Score: -50179752.000000 Penalty: 12870.465820
Iteration 13Q: 21 clusters Score -5.017975e+07 nChanged 38002
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 3 contains 8898 members 
Mstep: Class 4 contains 490045 members 
Mstep: Class 5 contains 75829 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 525650 members 
Mstep: Class 10 contains 1809 members 
Mstep: Class 11 contains 41755 members 
Mstep: Class 13 contains 14756 members 
Mstep: Class 14 contains 10750 members 
Mstep: Class 15 contains 22682 members 
Mstep: Class 16 contains 3043 members 
Mstep: Class 17 contains 4522 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 3121 members 
Mstep: Class 20 contains 79024 members 
Mstep: Class 21 contains 756 members 
Mstep: Class 22 contains 6741 members 
Mstep: Class 23 contains 67740 members 
Mstep: Class 24 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50196520.000000 Penalty: 12870.465820
Iteration 14Q: 21 clusters Score -5.019652e+07 nChanged 29005
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 3 contains 8984 members 
Mstep: Class 4 contains 496177 members 
Mstep: Class 5 contains 66581 members 
Mstep: Class 6 contains 2725 members 
Mstep: Class 7 contains 534474 members 
Mstep: Class 10 contains 1876 members 
Mstep: Class 11 contains 39602 members 
Mstep: Class 13 contains 15041 members 
Mstep: Class 14 contains 10009 members 
Mstep: Class 15 contains 20490 members 
Mstep: Class 16 contains 3415 members 
Mstep: Class 17 contains 4690 members 
Mstep: Class 18 contains 3362 members 
Mstep: Class 19 contains 3319 members 
Mstep: Class 20 contains 82193 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 6848 members 
Mstep: Class 23 contains 62244 members 
Mstep: Class 24 contains 870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50206896.000000 Penalty: 12870.465820
Iteration 15Q: 21 clusters Score -5.02069e+07 nChanged 23698
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 3 contains 9177 members 
Mstep: Class 4 contains 499914 members 
Mstep: Class 5 contains 59780 members 
Mstep: Class 6 contains 2956 members 
Mstep: Class 7 contains 541908 members 
Mstep: Class 10 contains 1914 members 
Mstep: Class 11 contains 37660 members 
Mstep: Class 13 contains 15236 members 
Mstep: Class 14 contains 9426 members 
Mstep: Class 15 contains 18671 members 
Mstep: Class 16 contains 3536 members 
Mstep: Class 17 contains 4829 members 
Mstep: Class 18 contains 3978 members 
Mstep: Class 19 contains 3475 members 
Mstep: Class 20 contains 85134 members 
Mstep: Class 21 contains 804 members 
Mstep: Class 22 contains 7042 members 
Mstep: Class 23 contains 57664 members 
Mstep: Class 24 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50216052.000000 Penalty: 12870.465820
Iteration 16Q: 21 clusters Score -5.021605e+07 nChanged 19842
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 3 contains 9390 members 
Mstep: Class 4 contains 502190 members 
Mstep: Class 5 contains 54697 members 
Mstep: Class 6 contains 3198 members 
Mstep: Class 7 contains 548416 members 
Mstep: Class 10 contains 1946 members 
Mstep: Class 11 contains 36019 members 
Mstep: Class 13 contains 15335 members 
Mstep: Class 14 contains 8937 members 
Mstep: Class 15 contains 17235 members 
Mstep: Class 16 contains 3535 members 
Mstep: Class 17 contains 4943 members 
Mstep: Class 18 contains 4546 members 
Mstep: Class 19 contains 3601 members 
Mstep: Class 20 contains 87780 members 
Mstep: Class 21 contains 857 members 
Mstep: Class 22 contains 7328 members 
Mstep: Class 23 contains 53379 members 
Mstep: Class 24 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50223968.000000 Penalty: 12870.465820
Iteration 17Q: 21 clusters Score -5.022397e+07 nChanged 16903
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 3 contains 9500 members 
Mstep: Class 4 contains 503475 members 
Mstep: Class 5 contains 50689 members 
Mstep: Class 6 contains 3462 members 
Mstep: Class 7 contains 554351 members 
Mstep: Class 10 contains 1968 members 
Mstep: Class 11 contains 34675 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 16058 members 
Mstep: Class 16 contains 3540 members 
Mstep: Class 17 contains 5008 members 
Mstep: Class 18 contains 5011 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 90246 members 
Mstep: Class 21 contains 899 members 
Mstep: Class 22 contains 7675 members 
Mstep: Class 23 contains 49162 members 
Mstep: Class 24 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50230216.000000 Penalty: 12870.465820
Iteration 18Q: 21 clusters Score -5.023022e+07 nChanged 14491
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 3 contains 9543 members 
Mstep: Class 4 contains 504107 members 
Mstep: Class 5 contains 47636 members 
Mstep: Class 6 contains 3673 members 
Mstep: Class 7 contains 559735 members 
Mstep: Class 10 contains 1995 members 
Mstep: Class 11 contains 33552 members 
Mstep: Class 13 contains 15416 members 
Mstep: Class 14 contains 8460 members 
Mstep: Class 15 contains 15216 members 
Mstep: Class 16 contains 3522 members 
Mstep: Class 17 contains 5050 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 92414 members 
Mstep: Class 21 contains 940 members 
Mstep: Class 22 contains 8027 members 
Mstep: Class 23 contains 45001 members 
Mstep: Class 24 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50234836.000000 Penalty: 12870.465820
Iteration 19Q: 21 clusters Score -5.023484e+07 nChanged 12461
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 3 contains 9581 members 
Mstep: Class 4 contains 504192 members 
Mstep: Class 5 contains 45182 members 
Mstep: Class 6 contains 3854 members 
Mstep: Class 7 contains 564718 members 
Mstep: Class 10 contains 2031 members 
Mstep: Class 11 contains 32645 members 
Mstep: Class 13 contains 15481 members 
Mstep: Class 14 contains 8354 members 
Mstep: Class 15 contains 14526 members 
Mstep: Class 16 contains 3512 members 
Mstep: Class 17 contains 5093 members 
Mstep: Class 18 contains 5716 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 94390 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 8329 members 
Mstep: Class 23 contains 40941 members 
Mstep: Class 24 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 626.478394 but Gain 643.523438
Score: -50241060.000000 Penalty: 12226.942383
Iteration 20F: 20 clusters Score -5.024106e+07 nChanged 12993
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 3 contains 9564 members 
Mstep: Class 4 contains 504104 members 
Mstep: Class 5 contains 42886 members 
Mstep: Class 6 contains 4066 members 
Mstep: Class 7 contains 569403 members 
Mstep: Class 10 contains 2081 members 
Mstep: Class 11 contains 31274 members 
Mstep: Class 13 contains 15545 members 
Mstep: Class 14 contains 8241 members 
Mstep: Class 15 contains 14147 members 
Mstep: Class 16 contains 3919 members 
Mstep: Class 17 contains 5163 members 
Mstep: Class 18 contains 6640 members 
Mstep: Class 19 contains 4236 members 
Mstep: Class 20 contains 96071 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 8708 members 
Mstep: Class 23 contains 36905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50247184.000000 Penalty: 12226.942383
Iteration 21Q: 20 clusters Score -5.024718e+07 nChanged 11927
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 3 contains 9475 members 
Mstep: Class 4 contains 503691 members 
Mstep: Class 5 contains 41020 members 
Mstep: Class 6 contains 4291 members 
Mstep: Class 7 contains 573648 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 29857 members 
Mstep: Class 13 contains 15621 members 
Mstep: Class 14 contains 8150 members 
Mstep: Class 15 contains 13835 members 
Mstep: Class 16 contains 4116 members 
Mstep: Class 17 contains 5234 members 
Mstep: Class 18 contains 7486 members 
Mstep: Class 19 contains 4467 members 
Mstep: Class 20 contains 97639 members 
Mstep: Class 21 contains 1142 members 
Mstep: Class 22 contains 9027 members 
Mstep: Class 23 contains 33049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50252528.000000 Penalty: 12226.942383
Iteration 22Q: 20 clusters Score -5.025253e+07 nChanged 11016
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 3 contains 9336 members 
Mstep: Class 4 contains 503150 members 
Mstep: Class 5 contains 39553 members 
Mstep: Class 6 contains 4499 members 
Mstep: Class 7 contains 577437 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 28577 members 
Mstep: Class 13 contains 15679 members 
Mstep: Class 14 contains 8078 members 
Mstep: Class 15 contains 13661 members 
Mstep: Class 16 contains 4249 members 
Mstep: Class 17 contains 5278 members 
Mstep: Class 18 contains 8268 members 
Mstep: Class 19 contains 4671 members 
Mstep: Class 20 contains 99050 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 9305 members 
Mstep: Class 23 contains 29436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50258396.000000 Penalty: 12226.942383
Iteration 23Q: 20 clusters Score -5.02584e+07 nChanged 10283
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 3 contains 9108 members 
Mstep: Class 4 contains 502491 members 
Mstep: Class 5 contains 38358 members 
Mstep: Class 6 contains 4747 members 
Mstep: Class 7 contains 580864 members 
Mstep: Class 10 contains 2578 members 
Mstep: Class 11 contains 27452 members 
Mstep: Class 13 contains 15742 members 
Mstep: Class 14 contains 8008 members 
Mstep: Class 15 contains 13502 members 
Mstep: Class 16 contains 4345 members 
Mstep: Class 17 contains 5289 members 
Mstep: Class 18 contains 9041 members 
Mstep: Class 19 contains 4867 members 
Mstep: Class 20 contains 100278 members 
Mstep: Class 21 contains 1295 members 
Mstep: Class 22 contains 9680 members 
Mstep: Class 23 contains 26049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50264200.000000 Penalty: 12226.942383
Iteration 24Q: 20 clusters Score -5.02642e+07 nChanged 9639
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 3 contains 8961 members 
Mstep: Class 4 contains 501800 members 
Mstep: Class 5 contains 37400 members 
Mstep: Class 6 contains 4963 members 
Mstep: Class 7 contains 583889 members 
Mstep: Class 10 contains 2691 members 
Mstep: Class 11 contains 26442 members 
Mstep: Class 13 contains 15802 members 
Mstep: Class 14 contains 7947 members 
Mstep: Class 15 contains 13413 members 
Mstep: Class 16 contains 4391 members 
Mstep: Class 17 contains 5277 members 
Mstep: Class 18 contains 9791 members 
Mstep: Class 19 contains 5076 members 
Mstep: Class 20 contains 101331 members 
Mstep: Class 21 contains 1360 members 
Mstep: Class 22 contains 10078 members 
Mstep: Class 23 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50269268.000000 Penalty: 12226.942383
Iteration 25Q: 20 clusters Score -5.026927e+07 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 3 contains 8903 members 
Mstep: Class 4 contains 500981 members 
Mstep: Class 5 contains 36591 members 
Mstep: Class 6 contains 5225 members 
Mstep: Class 7 contains 586500 members 
Mstep: Class 10 contains 2795 members 
Mstep: Class 11 contains 25554 members 
Mstep: Class 13 contains 15861 members 
Mstep: Class 14 contains 7872 members 
Mstep: Class 15 contains 13334 members 
Mstep: Class 16 contains 4452 members 
Mstep: Class 17 contains 5270 members 
Mstep: Class 18 contains 10550 members 
Mstep: Class 19 contains 5294 members 
Mstep: Class 20 contains 102354 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 10372 members 
Mstep: Class 23 contains 20015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50276512.000000 Penalty: 12226.942383
Iteration 26Q: 20 clusters Score -5.027651e+07 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 3 contains 8898 members 
Mstep: Class 4 contains 500179 members 
Mstep: Class 5 contains 35751 members 
Mstep: Class 6 contains 5465 members 
Mstep: Class 7 contains 588970 members 
Mstep: Class 10 contains 2883 members 
Mstep: Class 11 contains 24952 members 
Mstep: Class 13 contains 15927 members 
Mstep: Class 14 contains 7787 members 
Mstep: Class 15 contains 13249 members 
Mstep: Class 16 contains 4494 members 
Mstep: Class 17 contains 5266 members 
Mstep: Class 18 contains 11257 members 
Mstep: Class 19 contains 5529 members 
Mstep: Class 20 contains 103207 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 10600 members 
Mstep: Class 23 contains 17271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50284500.000000 Penalty: 12226.942383
Iteration 27Q: 20 clusters Score -5.02845e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 3 contains 8896 members 
Mstep: Class 4 contains 499420 members 
Mstep: Class 5 contains 34853 members 
Mstep: Class 6 contains 5680 members 
Mstep: Class 7 contains 591318 members 
Mstep: Class 10 contains 2969 members 
Mstep: Class 11 contains 24722 members 
Mstep: Class 13 contains 15968 members 
Mstep: Class 14 contains 7697 members 
Mstep: Class 15 contains 13231 members 
Mstep: Class 16 contains 4533 members 
Mstep: Class 17 contains 5276 members 
Mstep: Class 18 contains 11793 members 
Mstep: Class 19 contains 5775 members 
Mstep: Class 20 contains 103942 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 10731 members 
Mstep: Class 23 contains 14658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50290852.000000 Penalty: 12226.942383
Iteration 28Q: 20 clusters Score -5.029085e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 3 contains 8884 members 
Mstep: Class 4 contains 498764 members 
Mstep: Class 5 contains 34008 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 593477 members 
Mstep: Class 10 contains 3064 members 
Mstep: Class 11 contains 24734 members 
Mstep: Class 13 contains 16015 members 
Mstep: Class 14 contains 7620 members 
Mstep: Class 15 contains 13231 members 
Mstep: Class 16 contains 4565 members 
Mstep: Class 17 contains 5297 members 
Mstep: Class 18 contains 12174 members 
Mstep: Class 19 contains 6049 members 
Mstep: Class 20 contains 104518 members 
Mstep: Class 21 contains 1539 members 
Mstep: Class 22 contains 10730 members 
Mstep: Class 23 contains 12287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50295964.000000 Penalty: 12226.942383
Iteration 29Q: 20 clusters Score -5.029596e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 498132 members 
Mstep: Class 5 contains 33176 members 
Mstep: Class 6 contains 6018 members 
Mstep: Class 7 contains 595537 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 24860 members 
Mstep: Class 13 contains 16086 members 
Mstep: Class 14 contains 7555 members 
Mstep: Class 15 contains 13190 members 
Mstep: Class 16 contains 4599 members 
Mstep: Class 17 contains 5313 members 
Mstep: Class 18 contains 12484 members 
Mstep: Class 19 contains 6323 members 
Mstep: Class 20 contains 105030 members 
Mstep: Class 21 contains 1547 members 
Mstep: Class 22 contains 10654 members 
Mstep: Class 23 contains 10125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50300608.000000 Penalty: 12226.942383
Iteration 30Q: 20 clusters Score -5.030061e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 3 contains 8892 members 
Mstep: Class 4 contains 497545 members 
Mstep: Class 5 contains 32443 members 
Mstep: Class 6 contains 6161 members 
Mstep: Class 7 contains 597367 members 
Mstep: Class 10 contains 3248 members 
Mstep: Class 11 contains 25018 members 
Mstep: Class 13 contains 16134 members 
Mstep: Class 14 contains 7490 members 
Mstep: Class 15 contains 13148 members 
Mstep: Class 16 contains 4628 members 
Mstep: Class 17 contains 5330 members 
Mstep: Class 18 contains 12718 members 
Mstep: Class 19 contains 6575 members 
Mstep: Class 20 contains 105485 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 10526 members 
Mstep: Class 23 contains 8252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50304088.000000 Penalty: 12226.942383
Iteration 31Q: 20 clusters Score -5.030409e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 3 contains 8903 members 
Mstep: Class 4 contains 496975 members 
Mstep: Class 5 contains 31834 members 
Mstep: Class 6 contains 6293 members 
Mstep: Class 7 contains 598851 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 25155 members 
Mstep: Class 13 contains 16183 members 
Mstep: Class 14 contains 7434 members 
Mstep: Class 15 contains 13100 members 
Mstep: Class 16 contains 4659 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 12933 members 
Mstep: Class 19 contains 6788 members 
Mstep: Class 20 contains 105911 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 6719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50306824.000000 Penalty: 12226.942383
Iteration 32Q: 20 clusters Score -5.030682e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 3 contains 8913 members 
Mstep: Class 4 contains 496458 members 
Mstep: Class 5 contains 31310 members 
Mstep: Class 6 contains 6397 members 
Mstep: Class 7 contains 600114 members 
Mstep: Class 10 contains 3417 members 
Mstep: Class 11 contains 25273 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 7364 members 
Mstep: Class 15 contains 13056 members 
Mstep: Class 16 contains 4671 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 13095 members 
Mstep: Class 19 contains 6977 members 
Mstep: Class 20 contains 106279 members 
Mstep: Class 21 contains 1527 members 
Mstep: Class 22 contains 10236 members 
Mstep: Class 23 contains 5467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50309028.000000 Penalty: 12226.942383
Iteration 33Q: 20 clusters Score -5.030903e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 496030 members 
Mstep: Class 5 contains 30832 members 
Mstep: Class 6 contains 6473 members 
Mstep: Class 7 contains 601098 members 
Mstep: Class 10 contains 3475 members 
Mstep: Class 11 contains 25385 members 
Mstep: Class 13 contains 16302 members 
Mstep: Class 14 contains 7294 members 
Mstep: Class 15 contains 13001 members 
Mstep: Class 16 contains 4676 members 
Mstep: Class 17 contains 5398 members 
Mstep: Class 18 contains 13228 members 
Mstep: Class 19 contains 7150 members 
Mstep: Class 20 contains 106611 members 
Mstep: Class 21 contains 1525 members 
Mstep: Class 22 contains 10100 members 
Mstep: Class 23 contains 4513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50310656.000000 Penalty: 12226.942383
Iteration 34Q: 20 clusters Score -5.031066e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 3 contains 8931 members 
Mstep: Class 4 contains 495615 members 
Mstep: Class 5 contains 30434 members 
Mstep: Class 6 contains 6550 members 
Mstep: Class 7 contains 601926 members 
Mstep: Class 10 contains 3512 members 
Mstep: Class 11 contains 25462 members 
Mstep: Class 13 contains 16360 members 
Mstep: Class 14 contains 7227 members 
Mstep: Class 15 contains 12952 members 
Mstep: Class 16 contains 4679 members 
Mstep: Class 17 contains 5414 members 
Mstep: Class 18 contains 13339 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 106913 members 
Mstep: Class 21 contains 1518 members 
Mstep: Class 22 contains 9984 members 
Mstep: Class 23 contains 3781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50312316.000000 Penalty: 12226.942383
Iteration 35Q: 20 clusters Score -5.031232e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 3 contains 8940 members 
Mstep: Class 4 contains 495220 members 
Mstep: Class 5 contains 30079 members 
Mstep: Class 6 contains 6603 members 
Mstep: Class 7 contains 602545 members 
Mstep: Class 10 contains 3538 members 
Mstep: Class 11 contains 25533 members 
Mstep: Class 13 contains 16412 members 
Mstep: Class 14 contains 7157 members 
Mstep: Class 15 contains 12911 members 
Mstep: Class 16 contains 4688 members 
Mstep: Class 17 contains 5424 members 
Mstep: Class 18 contains 13445 members 
Mstep: Class 19 contains 7411 members 
Mstep: Class 20 contains 107198 members 
Mstep: Class 21 contains 1495 members 
Mstep: Class 22 contains 9889 members 
Mstep: Class 23 contains 3268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50313308.000000 Penalty: 12226.942383
Iteration 36Q: 20 clusters Score -5.031331e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 3 contains 8949 members 
Mstep: Class 4 contains 494869 members 
Mstep: Class 5 contains 29746 members 
Mstep: Class 6 contains 6656 members 
Mstep: Class 7 contains 602943 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 25600 members 
Mstep: Class 13 contains 16466 members 
Mstep: Class 14 contains 7091 members 
Mstep: Class 15 contains 12852 members 
Mstep: Class 16 contains 4691 members 
Mstep: Class 17 contains 5430 members 
Mstep: Class 18 contains 13517 members 
Mstep: Class 19 contains 7526 members 
Mstep: Class 20 contains 107448 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 9839 members 
Mstep: Class 23 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50314376.000000 Penalty: 12226.942383
Iteration 37Q: 20 clusters Score -5.031438e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 3 contains 8950 members 
Mstep: Class 4 contains 494534 members 
Mstep: Class 5 contains 29381 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 603251 members 
Mstep: Class 10 contains 3569 members 
Mstep: Class 11 contains 25651 members 
Mstep: Class 13 contains 16509 members 
Mstep: Class 14 contains 7036 members 
Mstep: Class 15 contains 12800 members 
Mstep: Class 16 contains 4694 members 
Mstep: Class 17 contains 5446 members 
Mstep: Class 18 contains 13586 members 
Mstep: Class 19 contains 7627 members 
Mstep: Class 20 contains 107706 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 22 contains 9796 members 
Mstep: Class 23 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50315136.000000 Penalty: 12226.942383
Iteration 38Q: 20 clusters Score -5.031514e+07 nChanged 1832
Entering ConstructFrom: 
Score: -50315136.000000 Penalty: 12226.942383
Entering ConstructFrom: 
Trying to split cluster 1 (26448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Entering Unmasked Estep 
Score: -899531.437500 Penalty: 463.323578
	Iteration 0F: 2 clusters Score -899531.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -882004.500000 Penalty: 926.647156
	Iteration 0F: 3 clusters Score -882004.5 nChanged 12640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -891637.687500 Penalty: 926.647156
	Iteration 1F: 3 clusters Score -891637.7 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -894078.437500 Penalty: 926.647156
	Iteration 2F: 3 clusters Score -894078.4 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -896631.187500 Penalty: 926.647156
	Iteration 3F: 3 clusters Score -896631.2 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -898840.750000 Penalty: 926.647156
	Iteration 4F: 3 clusters Score -898840.8 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -900021.000000 Penalty: 926.647156
	Iteration 5F: 3 clusters Score -900021 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -900666.937500 Penalty: 926.647156
	Iteration 6Q: 3 clusters Score -900666.9 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -901100.125000 Penalty: 926.647156
	Iteration 7Q: 3 clusters Score -901100.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -901430.187500 Penalty: 926.647156
	Iteration 8Q: 3 clusters Score -901430.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -901687.437500 Penalty: 926.647156
	Iteration 9Q: 3 clusters Score -901687.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -901855.750000 Penalty: 926.647156
	Iteration 10Q: 3 clusters Score -901855.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -902016.687500 Penalty: 926.647156
	Iteration 11Q: 3 clusters Score -902016.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -902179.937500 Penalty: 926.647156
	Iteration 12Q: 3 clusters Score -902179.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -902347.187500 Penalty: 926.647156
	Iteration 13Q: 3 clusters Score -902347.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -902517.000000 Penalty: 926.647156
	Iteration 14Q: 3 clusters Score -902517 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -902675.437500 Penalty: 926.647156
	Iteration 15Q: 3 clusters Score -902675.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -902806.500000 Penalty: 926.647156
	Iteration 16Q: 3 clusters Score -902806.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -902908.750000 Penalty: 926.647156
	Iteration 17Q: 3 clusters Score -902908.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -902979.000000 Penalty: 926.647156
	Iteration 18Q: 3 clusters Score -902979 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -903026.187500 Penalty: 926.647156
	Iteration 19Q: 3 clusters Score -903026.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -903063.562500 Penalty: 926.647156
	Iteration 20F: 3 clusters Score -903063.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -903080.312500 Penalty: 926.647156
	Iteration 21Q: 3 clusters Score -903080.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -903092.625000 Penalty: 926.647156
	Iteration 22Q: 3 clusters Score -903092.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -903099.312500 Penalty: 926.647156
	Iteration 23Q: 3 clusters Score -903099.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -903103.375000 Penalty: 926.647156
	Iteration 24Q: 3 clusters Score -903103.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -903102.500000 Penalty: 926.647156
	Iteration 25Q: 3 clusters Score -903102.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -903104.437500 Penalty: 926.647156
	Iteration 26Q: 3 clusters Score -903104.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -903106.875000 Penalty: 926.647156
	Iteration 27Q: 3 clusters Score -903106.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -903107.000000 Penalty: 926.647156
	Iteration 28Q: 3 clusters Score -903107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -903111.062500 Penalty: 926.647156
	Iteration 29Q: 3 clusters Score -903111.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -903111.625000 Penalty: 926.647156
	Iteration 30Q: 3 clusters Score -903111.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -903110.250000 Penalty: 926.647156
	Iteration 31Q: 3 clusters Score -903110.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -903110.750000 Penalty: 926.647156
	Iteration 32Q: 3 clusters Score -903110.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -903110.875000 Penalty: 926.647156
	Iteration 33Q: 3 clusters Score -903110.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -903110.312500 Penalty: 926.647156
	Iteration 34Q: 3 clusters Score -903110.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -903111.500000 Penalty: 926.647156
	Iteration 35Q: 3 clusters Score -903111.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -903111.500000 Penalty: 926.647156
	Iteration 36F: 3 clusters Score -903111.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 14901 members 
Mstep: Class 3 contains 8959 members 
Mstep: Class 4 contains 494205 members 
Mstep: Class 5 contains 28987 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 603451 members 
Mstep: Class 10 contains 3577 members 
Mstep: Class 11 contains 25716 members 
Mstep: Class 13 contains 16553 members 
Mstep: Class 14 contains 6987 members 
Mstep: Class 15 contains 12763 members 
Mstep: Class 16 contains 4697 members 
Mstep: Class 17 contains 5453 members 
Mstep: Class 18 contains 13654 members 
Mstep: Class 19 contains 7724 members 
Mstep: Class 20 contains 107928 members 
Mstep: Class 21 contains 1445 members 
Mstep: Class 22 contains 9743 members 
Mstep: Class 23 contains 2915 members 
Entering Unmasked Estep 
Score: -50319140.000000 Penalty: 12870.465820
Splitting cluster 1 changes total score from -50315136.000000 to -50319140.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (8959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Entering Unmasked Estep 
Score: -308043.031250 Penalty: 414.068848
	Iteration 0F: 2 clusters Score -308043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -302080.343750 Penalty: 828.137695
	Iteration 0F: 3 clusters Score -302080.3 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -304961.750000 Penalty: 828.137695
	Iteration 1F: 3 clusters Score -304961.8 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -305592.750000 Penalty: 828.137695
	Iteration 2F: 3 clusters Score -305592.8 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -306208.218750 Penalty: 828.137695
	Iteration 3F: 3 clusters Score -306208.2 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -306639.593750 Penalty: 828.137695
	Iteration 4F: 3 clusters Score -306639.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -306934.437500 Penalty: 828.137695
	Iteration 5F: 3 clusters Score -306934.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -307146.750000 Penalty: 828.137695
	Iteration 6Q: 3 clusters Score -307146.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -307318.656250 Penalty: 828.137695
	Iteration 7Q: 3 clusters Score -307318.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -307488.500000 Penalty: 828.137695
	Iteration 8Q: 3 clusters Score -307488.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -307628.562500 Penalty: 828.137695
	Iteration 9Q: 3 clusters Score -307628.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -307780.500000 Penalty: 828.137695
	Iteration 10Q: 3 clusters Score -307780.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -307925.281250 Penalty: 828.137695
	Iteration 11Q: 3 clusters Score -307925.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -308035.843750 Penalty: 828.137695
	Iteration 12Q: 3 clusters Score -308035.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -308115.000000 Penalty: 828.137695
	Iteration 13Q: 3 clusters Score -308115 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -308188.718750 Penalty: 828.137695
	Iteration 14Q: 3 clusters Score -308188.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -308250.093750 Penalty: 828.137695
	Iteration 15Q: 3 clusters Score -308250.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -308280.625000 Penalty: 828.137695
	Iteration 16Q: 3 clusters Score -308280.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -308300.750000 Penalty: 828.137695
	Iteration 17Q: 3 clusters Score -308300.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -308312.843750 Penalty: 828.137695
	Iteration 18Q: 3 clusters Score -308312.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -308318.250000 Penalty: 828.137695
	Iteration 19Q: 3 clusters Score -308318.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -308333.656250 Penalty: 828.137695
	Iteration 20F: 3 clusters Score -308333.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -308345.468750 Penalty: 828.137695
	Iteration 21Q: 3 clusters Score -308345.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -308355.750000 Penalty: 828.137695
	Iteration 22Q: 3 clusters Score -308355.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -308362.093750 Penalty: 828.137695
	Iteration 23Q: 3 clusters Score -308362.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -308371.281250 Penalty: 828.137695
	Iteration 24Q: 3 clusters Score -308371.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -308379.281250 Penalty: 828.137695
	Iteration 25Q: 3 clusters Score -308379.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -308383.968750 Penalty: 828.137695
	Iteration 26Q: 3 clusters Score -308384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -308388.250000 Penalty: 828.137695
	Iteration 27Q: 3 clusters Score -308388.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -308389.343750 Penalty: 828.137695
	Iteration 28Q: 3 clusters Score -308389.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -308390.562500 Penalty: 828.137695
	Iteration 29Q: 3 clusters Score -308390.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -308390.156250 Penalty: 828.137695
	Iteration 30Q: 3 clusters Score -308390.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -308390.062500 Penalty: 828.137695
	Iteration 31Q: 3 clusters Score -308390.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -308390.125000 Penalty: 828.137695
	Iteration 32Q: 3 clusters Score -308390.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -308390.125000 Penalty: 828.137695
	Iteration 33F: 3 clusters Score -308390.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 14901 members 
Mstep: Class 3 contains 7228 members 
Mstep: Class 4 contains 494205 members 
Mstep: Class 5 contains 28987 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 603451 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 10 contains 3577 members 
Mstep: Class 11 contains 25716 members 
Mstep: Class 13 contains 16553 members 
Mstep: Class 14 contains 6987 members 
Mstep: Class 15 contains 12763 members 
Mstep: Class 16 contains 4697 members 
Mstep: Class 17 contains 5453 members 
Mstep: Class 18 contains 13654 members 
Mstep: Class 19 contains 7724 members 
Mstep: Class 20 contains 107928 members 
Mstep: Class 21 contains 1445 members 
Mstep: Class 22 contains 9743 members 
Mstep: Class 23 contains 2915 members 
Entering Unmasked Estep 
Score: -50319180.000000 Penalty: 13513.989258
Splitting cluster 3 changes total score from -50315136.000000 to -50319180.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 4 (494205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494205 members 
Entering Unmasked Estep 
Score: -18888982.000000 Penalty: 596.537109
	Iteration 0F: 2 clusters Score -1.888898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247539 members 
Mstep: Class 2 contains 246666 members 
Entering Unmasked Estep 
Score: -18558884.000000 Penalty: 1193.074219
	Iteration 0F: 3 clusters Score -1.855888e+07 nChanged 244979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275696 members 
Mstep: Class 2 contains 218509 members 
Entering Unmasked Estep 
Score: -18710198.000000 Penalty: 1193.074219
	Iteration 1F: 3 clusters Score -1.87102e+07 nChanged 23572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295228 members 
Mstep: Class 2 contains 198977 members 
Entering Unmasked Estep 
Score: -18720320.000000 Penalty: 1193.074219
	Iteration 2Q: 3 clusters Score -1.872032e+07 nChanged 32621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324631 members 
Mstep: Class 2 contains 169574 members 
Entering Unmasked Estep 
Score: -18739750.000000 Penalty: 1193.074219
	Iteration 3F: 3 clusters Score -1.873975e+07 nChanged 41572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363879 members 
Mstep: Class 2 contains 130326 members 
Entering Unmasked Estep 
Score: -18771772.000000 Penalty: 1193.074219
	Iteration 4F: 3 clusters Score -1.877177e+07 nChanged 43826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406375 members 
Mstep: Class 2 contains 87830 members 
Entering Unmasked Estep 
Score: -18810854.000000 Penalty: 1193.074219
	Iteration 5F: 3 clusters Score -1.881085e+07 nChanged 36553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442266 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -18845340.000000 Penalty: 1193.074219
	Iteration 6F: 3 clusters Score -1.884534e+07 nChanged 23782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465742 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -18866450.000000 Penalty: 1193.074219
	Iteration 7Q: 3 clusters Score -1.886645e+07 nChanged 12970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478630 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -18877574.000000 Penalty: 1193.074219
	Iteration 8Q: 3 clusters Score -1.887757e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485296 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -18883134.000000 Penalty: 1193.074219
	Iteration 9Q: 3 clusters Score -1.888313e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488658 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -18885770.000000 Penalty: 1193.074219
	Iteration 10Q: 3 clusters Score -1.888577e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490389 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -18887152.000000 Penalty: 1193.074219
	Iteration 11Q: 3 clusters Score -1.888715e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491250 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -18887862.000000 Penalty: 1193.074219
	Iteration 12Q: 3 clusters Score -1.888786e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491732 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -18888232.000000 Penalty: 1193.074219
	Iteration 13Q: 3 clusters Score -1.888823e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492021 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -18888410.000000 Penalty: 1193.074219
	Iteration 14Q: 3 clusters Score -1.888841e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492239 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -18888572.000000 Penalty: 1193.074219
	Iteration 15Q: 3 clusters Score -1.888857e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492399 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -18888620.000000 Penalty: 1193.074219
	Iteration 16Q: 3 clusters Score -1.888862e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492534 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -18888694.000000 Penalty: 1193.074219
	Iteration 17Q: 3 clusters Score -1.888869e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492634 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -18888680.000000 Penalty: 1193.074219
	Iteration 18Q: 3 clusters Score -1.888868e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492725 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -18888744.000000 Penalty: 1193.074219
	Iteration 19Q: 3 clusters Score -1.888874e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492794 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -18888792.000000 Penalty: 1193.074219
	Iteration 20F: 3 clusters Score -1.888879e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492837 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -18888852.000000 Penalty: 1193.074219
	Iteration 21Q: 3 clusters Score -1.888885e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492879 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -18888860.000000 Penalty: 1193.074219
	Iteration 22Q: 3 clusters Score -1.888886e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492903 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -18888860.000000 Penalty: 1193.074219
	Iteration 23Q: 3 clusters Score -1.888886e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492920 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -18888880.000000 Penalty: 1193.074219
	Iteration 24Q: 3 clusters Score -1.888888e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492936 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -18888898.000000 Penalty: 1193.074219
	Iteration 25Q: 3 clusters Score -1.88889e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492945 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -18888902.000000 Penalty: 1193.074219
	Iteration 26Q: 3 clusters Score -1.88889e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492950 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -18888904.000000 Penalty: 1193.074219
	Iteration 27Q: 3 clusters Score -1.88889e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492955 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -18888880.000000 Penalty: 1193.074219
	Iteration 28Q: 3 clusters Score -1.888888e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492957 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -18888864.000000 Penalty: 1193.074219
	Iteration 29Q: 3 clusters Score -1.888886e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492959 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -18888870.000000 Penalty: 1193.074219
	Iteration 30Q: 3 clusters Score -1.888887e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492963 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -18888870.000000 Penalty: 1193.074219
	Iteration 31Q: 3 clusters Score -1.888887e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492968 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -18888870.000000 Penalty: 1193.074219
	Iteration 32Q: 3 clusters Score -1.888887e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492979 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -18888868.000000 Penalty: 1193.074219
	Iteration 33Q: 3 clusters Score -1.888887e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492989 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -18888872.000000 Penalty: 1193.074219
	Iteration 34Q: 3 clusters Score -1.888887e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492999 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -18888884.000000 Penalty: 1193.074219
	Iteration 35Q: 3 clusters Score -1.888888e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493007 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -18888902.000000 Penalty: 1193.074219
	Iteration 36Q: 3 clusters Score -1.88889e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493010 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -18888900.000000 Penalty: 1193.074219
	Iteration 37Q: 3 clusters Score -1.88889e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493017 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -18888892.000000 Penalty: 1193.074219
	Iteration 38Q: 3 clusters Score -1.888889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493019 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -18888892.000000 Penalty: 1193.074219
	Iteration 39Q: 3 clusters Score -1.888889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493024 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -18888880.000000 Penalty: 1193.074219
	Iteration 40F: 3 clusters Score -1.888888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493030 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -18888860.000000 Penalty: 1193.074219
	Iteration 41Q: 3 clusters Score -1.888886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493037 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -18888898.000000 Penalty: 1193.074219
	Iteration 42Q: 3 clusters Score -1.88889e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493046 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -18888888.000000 Penalty: 1193.074219
	Iteration 43Q: 3 clusters Score -1.888889e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493050 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -18888906.000000 Penalty: 1193.074219
	Iteration 44Q: 3 clusters Score -1.888891e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493055 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -18888882.000000 Penalty: 1193.074219
	Iteration 45Q: 3 clusters Score -1.888888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493061 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -18888888.000000 Penalty: 1193.074219
	Iteration 46Q: 3 clusters Score -1.888889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493063 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -18888884.000000 Penalty: 1193.074219
	Iteration 47Q: 3 clusters Score -1.888888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493063 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -18888884.000000 Penalty: 1193.074219
	Iteration 48Q: 3 clusters Score -1.888888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493063 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -18888884.000000 Penalty: 1193.074219
	Iteration 49F: 3 clusters Score -1.888888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Entering Unmasked Estep 
Score: -962750.375000 Penalty: 467.494446
	Iteration 0F: 2 clusters Score -962750.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -943321.000000 Penalty: 934.988892
	Iteration 0F: 3 clusters Score -943321 nChanged 13930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -952673.500000 Penalty: 934.988892
	Iteration 1F: 3 clusters Score -952673.5 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -954442.437500 Penalty: 934.988892
	Iteration 2F: 3 clusters Score -954442.4 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -956420.250000 Penalty: 934.988892
	Iteration 3F: 3 clusters Score -956420.2 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -958279.687500 Penalty: 934.988892
	Iteration 4F: 3 clusters Score -958279.7 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -959908.437500 Penalty: 934.988892
	Iteration 5F: 3 clusters Score -959908.4 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -961094.937500 Penalty: 934.988892
	Iteration 6F: 3 clusters Score -961094.9 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -961826.812500 Penalty: 934.988892
	Iteration 7Q: 3 clusters Score -961826.8 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -962227.625000 Penalty: 934.988892
	Iteration 8Q: 3 clusters Score -962227.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -962454.312500 Penalty: 934.988892
	Iteration 9Q: 3 clusters Score -962454.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -962613.000000 Penalty: 934.988892
	Iteration 10Q: 3 clusters Score -962613 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -962732.562500 Penalty: 934.988892
	Iteration 11Q: 3 clusters Score -962732.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -962820.937500 Penalty: 934.988892
	Iteration 12Q: 3 clusters Score -962820.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -962902.250000 Penalty: 934.988892
	Iteration 13Q: 3 clusters Score -962902.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -962981.000000 Penalty: 934.988892
	Iteration 14Q: 3 clusters Score -962981 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -963042.437500 Penalty: 934.988892
	Iteration 15Q: 3 clusters Score -963042.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -963086.125000 Penalty: 934.988892
	Iteration 16Q: 3 clusters Score -963086.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -963125.312500 Penalty: 934.988892
	Iteration 17Q: 3 clusters Score -963125.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -963146.875000 Penalty: 934.988892
	Iteration 18Q: 3 clusters Score -963146.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -963179.687500 Penalty: 934.988892
	Iteration 19Q: 3 clusters Score -963179.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -963200.750000 Penalty: 934.988892
	Iteration 20F: 3 clusters Score -963200.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -963215.375000 Penalty: 934.988892
	Iteration 21Q: 3 clusters Score -963215.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -963226.062500 Penalty: 934.988892
	Iteration 22Q: 3 clusters Score -963226.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -963235.687500 Penalty: 934.988892
	Iteration 23Q: 3 clusters Score -963235.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -963248.437500 Penalty: 934.988892
	Iteration 24Q: 3 clusters Score -963248.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -963260.187500 Penalty: 934.988892
	Iteration 25Q: 3 clusters Score -963260.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -963270.375000 Penalty: 934.988892
	Iteration 26Q: 3 clusters Score -963270.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -963284.437500 Penalty: 934.988892
	Iteration 27Q: 3 clusters Score -963284.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -963297.812500 Penalty: 934.988892
	Iteration 28Q: 3 clusters Score -963297.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -963304.812500 Penalty: 934.988892
	Iteration 29Q: 3 clusters Score -963304.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -963315.375000 Penalty: 934.988892
	Iteration 30Q: 3 clusters Score -963315.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -963319.062500 Penalty: 934.988892
	Iteration 31Q: 3 clusters Score -963319.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -963328.187500 Penalty: 934.988892
	Iteration 32Q: 3 clusters Score -963328.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -963338.937500 Penalty: 934.988892
	Iteration 33Q: 3 clusters Score -963338.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -963356.625000 Penalty: 934.988892
	Iteration 34Q: 3 clusters Score -963356.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -963368.500000 Penalty: 934.988892
	Iteration 35Q: 3 clusters Score -963368.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -963382.937500 Penalty: 934.988892
	Iteration 36Q: 3 clusters Score -963382.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -963405.875000 Penalty: 934.988892
	Iteration 37Q: 3 clusters Score -963405.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -963434.125000 Penalty: 934.988892
	Iteration 38Q: 3 clusters Score -963434.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -963473.875000 Penalty: 934.988892
	Iteration 39Q: 3 clusters Score -963473.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -963526.250000 Penalty: 934.988892
	Iteration 40F: 3 clusters Score -963526.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -963597.312500 Penalty: 934.988892
	Iteration 41Q: 3 clusters Score -963597.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -963704.375000 Penalty: 934.988892
	Iteration 42Q: 3 clusters Score -963704.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -963891.625000 Penalty: 934.988892
	Iteration 43Q: 3 clusters Score -963891.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -964102.812500 Penalty: 934.988892
	Iteration 44Q: 3 clusters Score -964102.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -964319.125000 Penalty: 934.988892
	Iteration 45Q: 3 clusters Score -964319.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -964503.187500 Penalty: 934.988892
	Iteration 46Q: 3 clusters Score -964503.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -964648.125000 Penalty: 934.988892
	Iteration 47Q: 3 clusters Score -964648.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -964741.625000 Penalty: 934.988892
	Iteration 48Q: 3 clusters Score -964741.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -964789.812500 Penalty: 934.988892
	Iteration 49Q: 3 clusters Score -964789.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -964810.750000 Penalty: 934.988892
	Iteration 50Q: 3 clusters Score -964810.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -964821.687500 Penalty: 934.988892
	Iteration 51Q: 3 clusters Score -964821.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -964825.312500 Penalty: 934.988892
	Iteration 52Q: 3 clusters Score -964825.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -964831.500000 Penalty: 934.988892
	Iteration 53Q: 3 clusters Score -964831.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -964835.687500 Penalty: 934.988892
	Iteration 54Q: 3 clusters Score -964835.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -964839.312500 Penalty: 934.988892
	Iteration 55Q: 3 clusters Score -964839.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -964840.312500 Penalty: 934.988892
	Iteration 56Q: 3 clusters Score -964840.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -964840.000000 Penalty: 934.988892
	Iteration 57Q: 3 clusters Score -964840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -964842.562500 Penalty: 934.988892
	Iteration 58Q: 3 clusters Score -964842.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -964843.125000 Penalty: 934.988892
	Iteration 59Q: 3 clusters Score -964843.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -964842.062500 Penalty: 934.988892
	Iteration 60F: 3 clusters Score -964842.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -964842.375000 Penalty: 934.988892
	Iteration 61Q: 3 clusters Score -964842.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -964844.875000 Penalty: 934.988892
	Iteration 62Q: 3 clusters Score -964844.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -964844.500000 Penalty: 934.988892
	Iteration 63Q: 3 clusters Score -964844.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -964843.437500 Penalty: 934.988892
	Iteration 64Q: 3 clusters Score -964843.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -964842.687500 Penalty: 934.988892
	Iteration 65Q: 3 clusters Score -964842.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -964843.500000 Penalty: 934.988892
	Iteration 66Q: 3 clusters Score -964843.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -964842.250000 Penalty: 934.988892
	Iteration 67Q: 3 clusters Score -964842.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -964841.812500 Penalty: 934.988892
	Iteration 68Q: 3 clusters Score -964841.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -964842.437500 Penalty: 934.988892
	Iteration 69Q: 3 clusters Score -964842.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -964843.562500 Penalty: 934.988892
	Iteration 70Q: 3 clusters Score -964843.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -964845.875000 Penalty: 934.988892
	Iteration 71Q: 3 clusters Score -964845.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -964844.312500 Penalty: 934.988892
	Iteration 72Q: 3 clusters Score -964844.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -964845.562500 Penalty: 934.988892
	Iteration 73Q: 3 clusters Score -964845.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -964845.375000 Penalty: 934.988892
	Iteration 74Q: 3 clusters Score -964845.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -964844.437500 Penalty: 934.988892
	Iteration 75Q: 3 clusters Score -964844.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -964843.812500 Penalty: 934.988892
	Iteration 76Q: 3 clusters Score -964843.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -964843.812500 Penalty: 934.988892
	Iteration 77Q: 3 clusters Score -964843.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -964842.250000 Penalty: 934.988892
	Iteration 78Q: 3 clusters Score -964842.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -964843.312500 Penalty: 934.988892
	Iteration 79Q: 3 clusters Score -964843.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -964842.437500 Penalty: 934.988892
	Iteration 80F: 3 clusters Score -964842.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -964842.812500 Penalty: 934.988892
	Iteration 81Q: 3 clusters Score -964842.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -964843.687500 Penalty: 934.988892
	Iteration 82Q: 3 clusters Score -964843.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -964843.687500 Penalty: 934.988892
	Iteration 83F: 3 clusters Score -964843.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 14901 members 
Mstep: Class 3 contains 7228 members 
Mstep: Class 4 contains 494205 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 603451 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 23526 members 
Mstep: Class 10 contains 3577 members 
Mstep: Class 11 contains 25716 members 
Mstep: Class 13 contains 16553 members 
Mstep: Class 14 contains 6987 members 
Mstep: Class 15 contains 12763 members 
Mstep: Class 16 contains 4697 members 
Mstep: Class 17 contains 5453 members 
Mstep: Class 18 contains 13654 members 
Mstep: Class 19 contains 7724 members 
Mstep: Class 20 contains 107928 members 
Mstep: Class 21 contains 1445 members 
Mstep: Class 22 contains 9743 members 
Mstep: Class 23 contains 2915 members 
Entering Unmasked Estep 
Score: -50321040.000000 Penalty: 14157.511719
Splitting cluster 5 changes total score from -50315136.000000 to -50321040.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 6 (6743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Entering Unmasked Estep 
Score: -237862.078125 Penalty: 401.139832
	Iteration 0F: 2 clusters Score -237862.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -233329.359375 Penalty: 802.279663
	Iteration 0F: 3 clusters Score -233329.4 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -235378.015625 Penalty: 802.279663
	Iteration 1F: 3 clusters Score -235378 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -235704.187500 Penalty: 802.279663
	Iteration 2F: 3 clusters Score -235704.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -236073.171875 Penalty: 802.279663
	Iteration 3F: 3 clusters Score -236073.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -236480.796875 Penalty: 802.279663
	Iteration 4F: 3 clusters Score -236480.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -236809.890625 Penalty: 802.279663
	Iteration 5F: 3 clusters Score -236809.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -237098.812500 Penalty: 802.279663
	Iteration 6F: 3 clusters Score -237098.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -237299.546875 Penalty: 802.279663
	Iteration 7Q: 3 clusters Score -237299.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -237408.515625 Penalty: 802.279663
	Iteration 8Q: 3 clusters Score -237408.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -237485.484375 Penalty: 802.279663
	Iteration 9Q: 3 clusters Score -237485.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -237525.984375 Penalty: 802.279663
	Iteration 10Q: 3 clusters Score -237526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -237551.328125 Penalty: 802.279663
	Iteration 11Q: 3 clusters Score -237551.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -237566.078125 Penalty: 802.279663
	Iteration 12Q: 3 clusters Score -237566.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -237578.484375 Penalty: 802.279663
	Iteration 13Q: 3 clusters Score -237578.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -237583.328125 Penalty: 802.279663
	Iteration 14Q: 3 clusters Score -237583.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -237586.203125 Penalty: 802.279663
	Iteration 15Q: 3 clusters Score -237586.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -237587.218750 Penalty: 802.279663
	Iteration 16Q: 3 clusters Score -237587.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -237588.781250 Penalty: 802.279663
	Iteration 17Q: 3 clusters Score -237588.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -237590.578125 Penalty: 802.279663
	Iteration 18Q: 3 clusters Score -237590.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -237591.468750 Penalty: 802.279663
	Iteration 19Q: 3 clusters Score -237591.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -237592.359375 Penalty: 802.279663
	Iteration 20F: 3 clusters Score -237592.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -237593.109375 Penalty: 802.279663
	Iteration 21Q: 3 clusters Score -237593.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -237595.718750 Penalty: 802.279663
	Iteration 22Q: 3 clusters Score -237595.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -237596.515625 Penalty: 802.279663
	Iteration 23Q: 3 clusters Score -237596.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -237596.734375 Penalty: 802.279663
	Iteration 24Q: 3 clusters Score -237596.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -237597.062500 Penalty: 802.279663
	Iteration 25Q: 3 clusters Score -237597.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -237597.062500 Penalty: 802.279663
	Iteration 26F: 3 clusters Score -237597.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (603451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603451 members 
Entering Unmasked Estep 
Score: -23057598.000000 Penalty: 605.624084
	Iteration 0F: 2 clusters Score -2.30576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301754 members 
Mstep: Class 2 contains 301697 members 
Entering Unmasked Estep 
Score: -22659906.000000 Penalty: 1211.248169
	Iteration 0F: 3 clusters Score -2.265991e+07 nChanged 299195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304739 members 
Mstep: Class 2 contains 298712 members 
Entering Unmasked Estep 
Score: -22847796.000000 Penalty: 1211.248169
	Iteration 1F: 3 clusters Score -2.28478e+07 nChanged 22970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308357 members 
Mstep: Class 2 contains 295094 members 
Entering Unmasked Estep 
Score: -22854708.000000 Penalty: 1211.248169
	Iteration 2Q: 3 clusters Score -2.285471e+07 nChanged 26374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314533 members 
Mstep: Class 2 contains 288918 members 
Entering Unmasked Estep 
Score: -22863694.000000 Penalty: 1211.248169
	Iteration 3Q: 3 clusters Score -2.286369e+07 nChanged 30252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324449 members 
Mstep: Class 2 contains 279002 members 
Entering Unmasked Estep 
Score: -22876082.000000 Penalty: 1211.248169
	Iteration 4F: 3 clusters Score -2.287608e+07 nChanged 34363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338786 members 
Mstep: Class 2 contains 264665 members 
Entering Unmasked Estep 
Score: -22892250.000000 Penalty: 1211.248169
	Iteration 5F: 3 clusters Score -2.289225e+07 nChanged 37589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357017 members 
Mstep: Class 2 contains 246434 members 
Entering Unmasked Estep 
Score: -22911006.000000 Penalty: 1211.248169
	Iteration 6F: 3 clusters Score -2.291101e+07 nChanged 37894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377489 members 
Mstep: Class 2 contains 225962 members 
Entering Unmasked Estep 
Score: -22929906.000000 Penalty: 1211.248169
	Iteration 7F: 3 clusters Score -2.292991e+07 nChanged 35311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397728 members 
Mstep: Class 2 contains 205723 members 
Entering Unmasked Estep 
Score: -22946468.000000 Penalty: 1211.248169
	Iteration 8F: 3 clusters Score -2.294647e+07 nChanged 30435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415631 members 
Mstep: Class 2 contains 187820 members 
Entering Unmasked Estep 
Score: -22959202.000000 Penalty: 1211.248169
	Iteration 9F: 3 clusters Score -2.29592e+07 nChanged 24958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430171 members 
Mstep: Class 2 contains 173280 members 
Entering Unmasked Estep 
Score: -22968550.000000 Penalty: 1211.248169
	Iteration 10Q: 3 clusters Score -2.296855e+07 nChanged 20221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441834 members 
Mstep: Class 2 contains 161617 members 
Entering Unmasked Estep 
Score: -22974768.000000 Penalty: 1211.248169
	Iteration 11Q: 3 clusters Score -2.297477e+07 nChanged 16065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451011 members 
Mstep: Class 2 contains 152440 members 
Entering Unmasked Estep 
Score: -22978984.000000 Penalty: 1211.248169
	Iteration 12Q: 3 clusters Score -2.297898e+07 nChanged 12659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458668 members 
Mstep: Class 2 contains 144783 members 
Entering Unmasked Estep 
Score: -22981726.000000 Penalty: 1211.248169
	Iteration 13Q: 3 clusters Score -2.298173e+07 nChanged 10029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465533 members 
Mstep: Class 2 contains 137918 members 
Entering Unmasked Estep 
Score: -22984106.000000 Penalty: 1211.248169
	Iteration 14Q: 3 clusters Score -2.298411e+07 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471996 members 
Mstep: Class 2 contains 131455 members 
Entering Unmasked Estep 
Score: -22986178.000000 Penalty: 1211.248169
	Iteration 15Q: 3 clusters Score -2.298618e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478145 members 
Mstep: Class 2 contains 125306 members 
Entering Unmasked Estep 
Score: -22988210.000000 Penalty: 1211.248169
	Iteration 16Q: 3 clusters Score -2.298821e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484117 members 
Mstep: Class 2 contains 119334 members 
Entering Unmasked Estep 
Score: -22990026.000000 Penalty: 1211.248169
	Iteration 17Q: 3 clusters Score -2.299003e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489977 members 
Mstep: Class 2 contains 113474 members 
Entering Unmasked Estep 
Score: -22992192.000000 Penalty: 1211.248169
	Iteration 18Q: 3 clusters Score -2.299219e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495875 members 
Mstep: Class 2 contains 107576 members 
Entering Unmasked Estep 
Score: -22995086.000000 Penalty: 1211.248169
	Iteration 19Q: 3 clusters Score -2.299509e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501570 members 
Mstep: Class 2 contains 101881 members 
Entering Unmasked Estep 
Score: -22997464.000000 Penalty: 1211.248169
	Iteration 20F: 3 clusters Score -2.299746e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507082 members 
Mstep: Class 2 contains 96369 members 
Entering Unmasked Estep 
Score: -22999912.000000 Penalty: 1211.248169
	Iteration 21Q: 3 clusters Score -2.299991e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512364 members 
Mstep: Class 2 contains 91087 members 
Entering Unmasked Estep 
Score: -23002546.000000 Penalty: 1211.248169
	Iteration 22Q: 3 clusters Score -2.300255e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517312 members 
Mstep: Class 2 contains 86139 members 
Entering Unmasked Estep 
Score: -23005152.000000 Penalty: 1211.248169
	Iteration 23Q: 3 clusters Score -2.300515e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522109 members 
Mstep: Class 2 contains 81342 members 
Entering Unmasked Estep 
Score: -23007514.000000 Penalty: 1211.248169
	Iteration 24Q: 3 clusters Score -2.300751e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526717 members 
Mstep: Class 2 contains 76734 members 
Entering Unmasked Estep 
Score: -23010302.000000 Penalty: 1211.248169
	Iteration 25Q: 3 clusters Score -2.30103e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531125 members 
Mstep: Class 2 contains 72326 members 
Entering Unmasked Estep 
Score: -23012664.000000 Penalty: 1211.248169
	Iteration 26Q: 3 clusters Score -2.301266e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535283 members 
Mstep: Class 2 contains 68168 members 
Entering Unmasked Estep 
Score: -23014830.000000 Penalty: 1211.248169
	Iteration 27Q: 3 clusters Score -2.301483e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539141 members 
Mstep: Class 2 contains 64310 members 
Entering Unmasked Estep 
Score: -23016812.000000 Penalty: 1211.248169
	Iteration 28Q: 3 clusters Score -2.301681e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542809 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -23018688.000000 Penalty: 1211.248169
	Iteration 29Q: 3 clusters Score -2.301869e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546285 members 
Mstep: Class 2 contains 57166 members 
Entering Unmasked Estep 
Score: -23020410.000000 Penalty: 1211.248169
	Iteration 30Q: 3 clusters Score -2.302041e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549587 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
Score: -23022152.000000 Penalty: 1211.248169
	Iteration 31Q: 3 clusters Score -2.302215e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552552 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -23023444.000000 Penalty: 1211.248169
	Iteration 32Q: 3 clusters Score -2.302344e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555329 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -23024476.000000 Penalty: 1211.248169
	Iteration 33Q: 3 clusters Score -2.302448e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557889 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -23025682.000000 Penalty: 1211.248169
	Iteration 34Q: 3 clusters Score -2.302568e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560225 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -23026506.000000 Penalty: 1211.248169
	Iteration 35Q: 3 clusters Score -2.302651e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562516 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -23027696.000000 Penalty: 1211.248169
	Iteration 36Q: 3 clusters Score -2.30277e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564706 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -23028540.000000 Penalty: 1211.248169
	Iteration 37Q: 3 clusters Score -2.302854e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566758 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -23029418.000000 Penalty: 1211.248169
	Iteration 38Q: 3 clusters Score -2.302942e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568705 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -23030340.000000 Penalty: 1211.248169
	Iteration 39Q: 3 clusters Score -2.303034e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570607 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -23031150.000000 Penalty: 1211.248169
	Iteration 40F: 3 clusters Score -2.303115e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572363 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -23032026.000000 Penalty: 1211.248169
	Iteration 41Q: 3 clusters Score -2.303203e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574086 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -23032630.000000 Penalty: 1211.248169
	Iteration 42Q: 3 clusters Score -2.303263e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575725 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -23033302.000000 Penalty: 1211.248169
	Iteration 43Q: 3 clusters Score -2.30333e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577289 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -23033956.000000 Penalty: 1211.248169
	Iteration 44Q: 3 clusters Score -2.303396e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578701 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -23034654.000000 Penalty: 1211.248169
	Iteration 45Q: 3 clusters Score -2.303465e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579938 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -23035132.000000 Penalty: 1211.248169
	Iteration 46Q: 3 clusters Score -2.303513e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581113 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -23035628.000000 Penalty: 1211.248169
	Iteration 47Q: 3 clusters Score -2.303563e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582160 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -23036248.000000 Penalty: 1211.248169
	Iteration 48Q: 3 clusters Score -2.303625e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583178 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -23036746.000000 Penalty: 1211.248169
	Iteration 49Q: 3 clusters Score -2.303675e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584159 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -23037162.000000 Penalty: 1211.248169
	Iteration 50Q: 3 clusters Score -2.303716e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585063 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -23037774.000000 Penalty: 1211.248169
	Iteration 51Q: 3 clusters Score -2.303777e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585914 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -23038856.000000 Penalty: 1211.248169
	Iteration 52Q: 3 clusters Score -2.303886e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586662 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -23040054.000000 Penalty: 1211.248169
	Iteration 53Q: 3 clusters Score -2.304005e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587408 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -23040990.000000 Penalty: 1211.248169
	Iteration 54Q: 3 clusters Score -2.304099e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588124 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -23042128.000000 Penalty: 1211.248169
	Iteration 55Q: 3 clusters Score -2.304213e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588855 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -23043278.000000 Penalty: 1211.248169
	Iteration 56Q: 3 clusters Score -2.304328e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589541 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -23044330.000000 Penalty: 1211.248169
	Iteration 57Q: 3 clusters Score -2.304433e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590188 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -23045270.000000 Penalty: 1211.248169
	Iteration 58Q: 3 clusters Score -2.304527e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590805 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -23046264.000000 Penalty: 1211.248169
	Iteration 59Q: 3 clusters Score -2.304626e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591355 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -23047042.000000 Penalty: 1211.248169
	Iteration 60F: 3 clusters Score -2.304704e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591844 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -23047770.000000 Penalty: 1211.248169
	Iteration 61Q: 3 clusters Score -2.304777e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592344 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -23048398.000000 Penalty: 1211.248169
	Iteration 62Q: 3 clusters Score -2.30484e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592806 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -23048948.000000 Penalty: 1211.248169
	Iteration 63Q: 3 clusters Score -2.304895e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593256 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -23049462.000000 Penalty: 1211.248169
	Iteration 64Q: 3 clusters Score -2.304946e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593717 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -23050036.000000 Penalty: 1211.248169
	Iteration 65Q: 3 clusters Score -2.305004e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594137 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -23050456.000000 Penalty: 1211.248169
	Iteration 66Q: 3 clusters Score -2.305046e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594482 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -23050870.000000 Penalty: 1211.248169
	Iteration 67Q: 3 clusters Score -2.305087e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594782 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -23051194.000000 Penalty: 1211.248169
	Iteration 68Q: 3 clusters Score -2.305119e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595071 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -23051562.000000 Penalty: 1211.248169
	Iteration 69Q: 3 clusters Score -2.305156e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595359 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -23051968.000000 Penalty: 1211.248169
	Iteration 70Q: 3 clusters Score -2.305197e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595623 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -23052288.000000 Penalty: 1211.248169
	Iteration 71Q: 3 clusters Score -2.305229e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595870 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -23052504.000000 Penalty: 1211.248169
	Iteration 72Q: 3 clusters Score -2.30525e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596085 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -23052744.000000 Penalty: 1211.248169
	Iteration 73Q: 3 clusters Score -2.305274e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596276 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -23052902.000000 Penalty: 1211.248169
	Iteration 74Q: 3 clusters Score -2.30529e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596450 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -23053086.000000 Penalty: 1211.248169
	Iteration 75Q: 3 clusters Score -2.305309e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596594 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -23053240.000000 Penalty: 1211.248169
	Iteration 76Q: 3 clusters Score -2.305324e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596740 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -23053400.000000 Penalty: 1211.248169
	Iteration 77Q: 3 clusters Score -2.30534e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596876 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -23053590.000000 Penalty: 1211.248169
	Iteration 78Q: 3 clusters Score -2.305359e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596994 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -23053718.000000 Penalty: 1211.248169
	Iteration 79Q: 3 clusters Score -2.305372e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597094 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -23053792.000000 Penalty: 1211.248169
	Iteration 80F: 3 clusters Score -2.305379e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597184 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -23053834.000000 Penalty: 1211.248169
	Iteration 81Q: 3 clusters Score -2.305383e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597262 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -23053910.000000 Penalty: 1211.248169
	Iteration 82Q: 3 clusters Score -2.305391e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597329 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -23053948.000000 Penalty: 1211.248169
	Iteration 83Q: 3 clusters Score -2.305395e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597390 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -23053990.000000 Penalty: 1211.248169
	Iteration 84Q: 3 clusters Score -2.305399e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597443 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -23054058.000000 Penalty: 1211.248169
	Iteration 85Q: 3 clusters Score -2.305406e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597491 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -23054114.000000 Penalty: 1211.248169
	Iteration 86Q: 3 clusters Score -2.305411e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597537 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -23054162.000000 Penalty: 1211.248169
	Iteration 87Q: 3 clusters Score -2.305416e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597575 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -23054202.000000 Penalty: 1211.248169
	Iteration 88Q: 3 clusters Score -2.30542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597597 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -23054246.000000 Penalty: 1211.248169
	Iteration 89Q: 3 clusters Score -2.305425e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597626 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -23054258.000000 Penalty: 1211.248169
	Iteration 90Q: 3 clusters Score -2.305426e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597647 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -23054282.000000 Penalty: 1211.248169
	Iteration 91Q: 3 clusters Score -2.305428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597658 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -23054278.000000 Penalty: 1211.248169
	Iteration 92Q: 3 clusters Score -2.305428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597671 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -23054314.000000 Penalty: 1211.248169
	Iteration 93Q: 3 clusters Score -2.305431e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597682 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -23054322.000000 Penalty: 1211.248169
	Iteration 94Q: 3 clusters Score -2.305432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597689 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -23054326.000000 Penalty: 1211.248169
	Iteration 95Q: 3 clusters Score -2.305433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597699 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -23054324.000000 Penalty: 1211.248169
	Iteration 96Q: 3 clusters Score -2.305432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597713 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -23054328.000000 Penalty: 1211.248169
	Iteration 97Q: 3 clusters Score -2.305433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597722 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -23054340.000000 Penalty: 1211.248169
	Iteration 98Q: 3 clusters Score -2.305434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597726 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -23054336.000000 Penalty: 1211.248169
	Iteration 99Q: 3 clusters Score -2.305434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597733 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -23054350.000000 Penalty: 1211.248169
	Iteration 100F: 3 clusters Score -2.305435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597735 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -23054344.000000 Penalty: 1211.248169
	Iteration 101Q: 3 clusters Score -2.305434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597744 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -23054364.000000 Penalty: 1211.248169
	Iteration 102Q: 3 clusters Score -2.305436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597749 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -23054366.000000 Penalty: 1211.248169
	Iteration 103Q: 3 clusters Score -2.305437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597755 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -23054364.000000 Penalty: 1211.248169
	Iteration 104Q: 3 clusters Score -2.305436e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597763 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -23054364.000000 Penalty: 1211.248169
	Iteration 105Q: 3 clusters Score -2.305436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597775 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -23054378.000000 Penalty: 1211.248169
	Iteration 106Q: 3 clusters Score -2.305438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597782 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -23054384.000000 Penalty: 1211.248169
	Iteration 107Q: 3 clusters Score -2.305438e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597794 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -23054400.000000 Penalty: 1211.248169
	Iteration 108Q: 3 clusters Score -2.30544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597803 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -23054418.000000 Penalty: 1211.248169
	Iteration 109Q: 3 clusters Score -2.305442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597811 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -23054414.000000 Penalty: 1211.248169
	Iteration 110Q: 3 clusters Score -2.305441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597816 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -23054424.000000 Penalty: 1211.248169
	Iteration 111Q: 3 clusters Score -2.305442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597821 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -23054438.000000 Penalty: 1211.248169
	Iteration 112Q: 3 clusters Score -2.305444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597824 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -23054412.000000 Penalty: 1211.248169
	Iteration 113Q: 3 clusters Score -2.305441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597827 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -23054420.000000 Penalty: 1211.248169
	Iteration 114Q: 3 clusters Score -2.305442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597833 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -23054416.000000 Penalty: 1211.248169
	Iteration 115Q: 3 clusters Score -2.305442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597839 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -23054426.000000 Penalty: 1211.248169
	Iteration 116Q: 3 clusters Score -2.305443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597844 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -23054416.000000 Penalty: 1211.248169
	Iteration 117Q: 3 clusters Score -2.305442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597850 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -23054448.000000 Penalty: 1211.248169
	Iteration 118Q: 3 clusters Score -2.305445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597853 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -23054450.000000 Penalty: 1211.248169
	Iteration 119Q: 3 clusters Score -2.305445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597855 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -23054442.000000 Penalty: 1211.248169
	Iteration 120F: 3 clusters Score -2.305444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597860 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -23054424.000000 Penalty: 1211.248169
	Iteration 121Q: 3 clusters Score -2.305442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597864 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -23054434.000000 Penalty: 1211.248169
	Iteration 122Q: 3 clusters Score -2.305443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597867 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -23054434.000000 Penalty: 1211.248169
	Iteration 123Q: 3 clusters Score -2.305443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597867 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -23054434.000000 Penalty: 1211.248169
	Iteration 124F: 3 clusters Score -2.305443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Entering Unmasked Estep 
Score: -107331.125000 Penalty: 372.293732
	Iteration 0F: 2 clusters Score -107331.1 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 1815 members 
Entering Unmasked Estep 
Score: -104968.343750 Penalty: 744.587463
	Iteration 0F: 3 clusters Score -104968.3 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -106889.820312 Penalty: 744.587463
	Iteration 1F: 3 clusters Score -106889.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -107616.242188 Penalty: 744.587463
	Iteration 2F: 3 clusters Score -107616.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -107896.312500 Penalty: 744.587463
	Iteration 3F: 3 clusters Score -107896.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -108082.312500 Penalty: 744.587463
	Iteration 4Q: 3 clusters Score -108082.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -108165.179688 Penalty: 744.587463
	Iteration 5Q: 3 clusters Score -108165.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -108188.117188 Penalty: 744.587463
	Iteration 6Q: 3 clusters Score -108188.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -108195.921875 Penalty: 744.587463
	Iteration 7Q: 3 clusters Score -108195.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -108198.679688 Penalty: 744.587463
	Iteration 8Q: 3 clusters Score -108198.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -108199.867188 Penalty: 744.587463
	Iteration 9Q: 3 clusters Score -108199.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -108200.343750 Penalty: 744.587463
	Iteration 10Q: 3 clusters Score -108200.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -108201.085938 Penalty: 744.587463
	Iteration 11Q: 3 clusters Score -108201.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -108200.812500 Penalty: 744.587463
	Iteration 12Q: 3 clusters Score -108200.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -108200.921875 Penalty: 744.587463
	Iteration 13Q: 3 clusters Score -108200.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -108200.921875 Penalty: 744.587463
	Iteration 14F: 3 clusters Score -108200.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 14901 members 
Mstep: Class 3 contains 7228 members 
Mstep: Class 4 contains 494205 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 603451 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 23526 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 11 contains 25716 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 16553 members 
Mstep: Class 14 contains 6987 members 
Mstep: Class 15 contains 12763 members 
Mstep: Class 16 contains 4697 members 
Mstep: Class 17 contains 5453 members 
Mstep: Class 18 contains 13654 members 
Mstep: Class 19 contains 7724 members 
Mstep: Class 20 contains 107928 members 
Mstep: Class 21 contains 1445 members 
Mstep: Class 22 contains 9743 members 
Mstep: Class 23 contains 2915 members 
Entering Unmasked Estep 
Score: -50321620.000000 Penalty: 14801.035156
Splitting cluster 10 changes total score from -50315136.000000 to -50321620.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 11 (25716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Entering Unmasked Estep 
Score: -896821.062500 Penalty: 462.046539
	Iteration 0F: 2 clusters Score -896821.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -879943.000000 Penalty: 924.093079
	Iteration 0F: 3 clusters Score -879943 nChanged 12172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -889360.125000 Penalty: 924.093079
	Iteration 1F: 3 clusters Score -889360.1 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -890763.937500 Penalty: 924.093079
	Iteration 2F: 3 clusters Score -890763.9 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -891881.437500 Penalty: 924.093079
	Iteration 3F: 3 clusters Score -891881.4 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -892735.500000 Penalty: 924.093079
	Iteration 4F: 3 clusters Score -892735.5 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -893382.750000 Penalty: 924.093079
	Iteration 5Q: 3 clusters Score -893382.8 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -894117.000000 Penalty: 924.093079
	Iteration 6Q: 3 clusters Score -894117 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -895194.312500 Penalty: 924.093079
	Iteration 7Q: 3 clusters Score -895194.3 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -896846.187500 Penalty: 924.093079
	Iteration 8F: 3 clusters Score -896846.2 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -898724.437500 Penalty: 924.093079
	Iteration 9F: 3 clusters Score -898724.4 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -901036.062500 Penalty: 924.093079
	Iteration 10F: 3 clusters Score -901036.1 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -903764.562500 Penalty: 924.093079
	Iteration 11F: 3 clusters Score -903764.6 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -906690.187500 Penalty: 924.093079
	Iteration 12Q: 3 clusters Score -906690.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -908220.812500 Penalty: 924.093079
	Iteration 13Q: 3 clusters Score -908220.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -908408.062500 Penalty: 924.093079
	Iteration 14Q: 3 clusters Score -908408.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -908434.562500 Penalty: 924.093079
	Iteration 15Q: 3 clusters Score -908434.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -908439.812500 Penalty: 924.093079
	Iteration 16Q: 3 clusters Score -908439.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -908442.437500 Penalty: 924.093079
	Iteration 17Q: 3 clusters Score -908442.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -908441.500000 Penalty: 924.093079
	Iteration 18Q: 3 clusters Score -908441.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -908438.937500 Penalty: 924.093079
	Iteration 19Q: 3 clusters Score -908438.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -908439.125000 Penalty: 924.093079
	Iteration 20F: 3 clusters Score -908439.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -908436.125000 Penalty: 924.093079
	Iteration 21Q: 3 clusters Score -908436.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -908436.750000 Penalty: 924.093079
	Iteration 22Q: 3 clusters Score -908436.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -908436.750000 Penalty: 924.093079
	Iteration 23F: 3 clusters Score -908436.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 14901 members 
Mstep: Class 3 contains 7228 members 
Mstep: Class 4 contains 494205 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 603451 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 23526 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 11 contains 12507 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 16553 members 
Mstep: Class 14 contains 6987 members 
Mstep: Class 15 contains 12763 members 
Mstep: Class 16 contains 4697 members 
Mstep: Class 17 contains 5453 members 
Mstep: Class 18 contains 13654 members 
Mstep: Class 19 contains 7724 members 
Mstep: Class 20 contains 107928 members 
Mstep: Class 21 contains 1445 members 
Mstep: Class 22 contains 9743 members 
Mstep: Class 23 contains 2915 members 
Mstep: Class 24 contains 13209 members 
Entering Unmasked Estep 
Score: -50333380.000000 Penalty: 15444.558594
Splitting cluster 11 changes total score from -50315136.000000 to -50333380.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (16553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Entering Unmasked Estep 
Score: -569778.812500 Penalty: 442.001709
	Iteration 0F: 2 clusters Score -569778.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -558857.937500 Penalty: 884.003418
	Iteration 0F: 3 clusters Score -558857.9 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -563864.937500 Penalty: 884.003418
	Iteration 1F: 3 clusters Score -563864.9 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -564633.625000 Penalty: 884.003418
	Iteration 2F: 3 clusters Score -564633.6 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -565334.687500 Penalty: 884.003418
	Iteration 3F: 3 clusters Score -565334.7 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -566041.812500 Penalty: 884.003418
	Iteration 4F: 3 clusters Score -566041.8 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -566747.812500 Penalty: 884.003418
	Iteration 5F: 3 clusters Score -566747.8 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -567402.750000 Penalty: 884.003418
	Iteration 6F: 3 clusters Score -567402.8 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -568058.312500 Penalty: 884.003418
	Iteration 7Q: 3 clusters Score -568058.3 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -568656.625000 Penalty: 884.003418
	Iteration 8Q: 3 clusters Score -568656.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -569167.000000 Penalty: 884.003418
	Iteration 9Q: 3 clusters Score -569167 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -569578.000000 Penalty: 884.003418
	Iteration 10Q: 3 clusters Score -569578 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -569886.250000 Penalty: 884.003418
	Iteration 11Q: 3 clusters Score -569886.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -570081.000000 Penalty: 884.003418
	Iteration 12Q: 3 clusters Score -570081 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -570195.937500 Penalty: 884.003418
	Iteration 13Q: 3 clusters Score -570195.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -570305.750000 Penalty: 884.003418
	Iteration 14Q: 3 clusters Score -570305.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -570388.687500 Penalty: 884.003418
	Iteration 15Q: 3 clusters Score -570388.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -570446.500000 Penalty: 884.003418
	Iteration 16Q: 3 clusters Score -570446.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -570481.437500 Penalty: 884.003418
	Iteration 17Q: 3 clusters Score -570481.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -570509.812500 Penalty: 884.003418
	Iteration 18Q: 3 clusters Score -570509.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -570533.812500 Penalty: 884.003418
	Iteration 19Q: 3 clusters Score -570533.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -570547.250000 Penalty: 884.003418
	Iteration 20F: 3 clusters Score -570547.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -570553.187500 Penalty: 884.003418
	Iteration 21Q: 3 clusters Score -570553.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -570557.750000 Penalty: 884.003418
	Iteration 22Q: 3 clusters Score -570557.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -570561.937500 Penalty: 884.003418
	Iteration 23Q: 3 clusters Score -570561.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -570566.125000 Penalty: 884.003418
	Iteration 24Q: 3 clusters Score -570566.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -570569.437500 Penalty: 884.003418
	Iteration 25Q: 3 clusters Score -570569.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -570571.750000 Penalty: 884.003418
	Iteration 26Q: 3 clusters Score -570571.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -570577.750000 Penalty: 884.003418
	Iteration 27Q: 3 clusters Score -570577.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -570578.625000 Penalty: 884.003418
	Iteration 28Q: 3 clusters Score -570578.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -570581.875000 Penalty: 884.003418
	Iteration 29Q: 3 clusters Score -570581.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -570587.562500 Penalty: 884.003418
	Iteration 30Q: 3 clusters Score -570587.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -570588.750000 Penalty: 884.003418
	Iteration 31Q: 3 clusters Score -570588.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -570591.875000 Penalty: 884.003418
	Iteration 32Q: 3 clusters Score -570591.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -570595.062500 Penalty: 884.003418
	Iteration 33Q: 3 clusters Score -570595.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -570598.875000 Penalty: 884.003418
	Iteration 34Q: 3 clusters Score -570598.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -570599.687500 Penalty: 884.003418
	Iteration 35Q: 3 clusters Score -570599.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -570603.062500 Penalty: 884.003418
	Iteration 36Q: 3 clusters Score -570603.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -570604.250000 Penalty: 884.003418
	Iteration 37Q: 3 clusters Score -570604.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -570608.625000 Penalty: 884.003418
	Iteration 38Q: 3 clusters Score -570608.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -570612.375000 Penalty: 884.003418
	Iteration 39Q: 3 clusters Score -570612.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -570614.187500 Penalty: 884.003418
	Iteration 40F: 3 clusters Score -570614.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -570617.250000 Penalty: 884.003418
	Iteration 41Q: 3 clusters Score -570617.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -570619.687500 Penalty: 884.003418
	Iteration 42Q: 3 clusters Score -570619.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -570622.062500 Penalty: 884.003418
	Iteration 43Q: 3 clusters Score -570622.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -570622.250000 Penalty: 884.003418
	Iteration 44Q: 3 clusters Score -570622.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -570624.500000 Penalty: 884.003418
	Iteration 45Q: 3 clusters Score -570624.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -570627.687500 Penalty: 884.003418
	Iteration 46Q: 3 clusters Score -570627.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -570630.187500 Penalty: 884.003418
	Iteration 47Q: 3 clusters Score -570630.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -570633.125000 Penalty: 884.003418
	Iteration 48Q: 3 clusters Score -570633.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -570634.937500 Penalty: 884.003418
	Iteration 49Q: 3 clusters Score -570634.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -570637.187500 Penalty: 884.003418
	Iteration 50Q: 3 clusters Score -570637.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -570637.250000 Penalty: 884.003418
	Iteration 51Q: 3 clusters Score -570637.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -570639.562500 Penalty: 884.003418
	Iteration 52Q: 3 clusters Score -570639.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -570641.187500 Penalty: 884.003418
	Iteration 53Q: 3 clusters Score -570641.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -570641.937500 Penalty: 884.003418
	Iteration 54Q: 3 clusters Score -570641.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -570643.062500 Penalty: 884.003418
	Iteration 55Q: 3 clusters Score -570643.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -570645.062500 Penalty: 884.003418
	Iteration 56Q: 3 clusters Score -570645.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -570646.875000 Penalty: 884.003418
	Iteration 57Q: 3 clusters Score -570646.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -570647.250000 Penalty: 884.003418
	Iteration 58Q: 3 clusters Score -570647.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -570647.937500 Penalty: 884.003418
	Iteration 59Q: 3 clusters Score -570647.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -570646.687500 Penalty: 884.003418
	Iteration 60F: 3 clusters Score -570646.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -570646.437500 Penalty: 884.003418
	Iteration 61Q: 3 clusters Score -570646.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -570646.562500 Penalty: 884.003418
	Iteration 62Q: 3 clusters Score -570646.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -570647.437500 Penalty: 884.003418
	Iteration 63Q: 3 clusters Score -570647.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -570647.437500 Penalty: 884.003418
	Iteration 64Q: 3 clusters Score -570647.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -570649.250000 Penalty: 884.003418
	Iteration 65Q: 3 clusters Score -570649.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -570649.937500 Penalty: 884.003418
	Iteration 66Q: 3 clusters Score -570649.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -570651.875000 Penalty: 884.003418
	Iteration 67Q: 3 clusters Score -570651.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -570653.187500 Penalty: 884.003418
	Iteration 68Q: 3 clusters Score -570653.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -570650.875000 Penalty: 884.003418
	Iteration 69Q: 3 clusters Score -570650.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -570653.625000 Penalty: 884.003418
	Iteration 70Q: 3 clusters Score -570653.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -570653.437500 Penalty: 884.003418
	Iteration 71Q: 3 clusters Score -570653.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -570656.437500 Penalty: 884.003418
	Iteration 72Q: 3 clusters Score -570656.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -570657.125000 Penalty: 884.003418
	Iteration 73Q: 3 clusters Score -570657.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -570660.875000 Penalty: 884.003418
	Iteration 74Q: 3 clusters Score -570660.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -570661.937500 Penalty: 884.003418
	Iteration 75Q: 3 clusters Score -570661.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -570662.000000 Penalty: 884.003418
	Iteration 76Q: 3 clusters Score -570662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -570665.562500 Penalty: 884.003418
	Iteration 77Q: 3 clusters Score -570665.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -570666.000000 Penalty: 884.003418
	Iteration 78Q: 3 clusters Score -570666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -570668.250000 Penalty: 884.003418
	Iteration 79Q: 3 clusters Score -570668.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -570667.000000 Penalty: 884.003418
	Iteration 80F: 3 clusters Score -570667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -570666.812500 Penalty: 884.003418
	Iteration 81Q: 3 clusters Score -570666.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -570669.187500 Penalty: 884.003418
	Iteration 82Q: 3 clusters Score -570669.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -570670.750000 Penalty: 884.003418
	Iteration 83Q: 3 clusters Score -570670.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -570670.125000 Penalty: 884.003418
	Iteration 84Q: 3 clusters Score -570670.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -570670.937500 Penalty: 884.003418
	Iteration 85Q: 3 clusters Score -570670.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -570671.250000 Penalty: 884.003418
	Iteration 86Q: 3 clusters Score -570671.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -570671.250000 Penalty: 884.003418
	Iteration 87Q: 3 clusters Score -570671.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -570671.312500 Penalty: 884.003418
	Iteration 88Q: 3 clusters Score -570671.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -570671.625000 Penalty: 884.003418
	Iteration 89Q: 3 clusters Score -570671.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -570672.687500 Penalty: 884.003418
	Iteration 90Q: 3 clusters Score -570672.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -570672.750000 Penalty: 884.003418
	Iteration 91Q: 3 clusters Score -570672.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -570672.250000 Penalty: 884.003418
	Iteration 92Q: 3 clusters Score -570672.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -570674.125000 Penalty: 884.003418
	Iteration 93Q: 3 clusters Score -570674.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -570673.937500 Penalty: 884.003418
	Iteration 94Q: 3 clusters Score -570673.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -570674.000000 Penalty: 884.003418
	Iteration 95Q: 3 clusters Score -570674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -570674.625000 Penalty: 884.003418
	Iteration 96Q: 3 clusters Score -570674.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -570673.562500 Penalty: 884.003418
	Iteration 97Q: 3 clusters Score -570673.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -570673.750000 Penalty: 884.003418
	Iteration 98Q: 3 clusters Score -570673.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -570674.187500 Penalty: 884.003418
	Iteration 99Q: 3 clusters Score -570674.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -570674.500000 Penalty: 884.003418
	Iteration 100F: 3 clusters Score -570674.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -570674.875000 Penalty: 884.003418
	Iteration 101Q: 3 clusters Score -570674.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -570675.125000 Penalty: 884.003418
	Iteration 102Q: 3 clusters Score -570675.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -570674.875000 Penalty: 884.003418
	Iteration 103Q: 3 clusters Score -570674.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -570674.875000 Penalty: 884.003418
	Iteration 104F: 3 clusters Score -570674.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 14901 members 
Mstep: Class 3 contains 7228 members 
Mstep: Class 4 contains 494205 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 603451 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 23526 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 11 contains 12507 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 8501 members 
Mstep: Class 14 contains 6987 members 
Mstep: Class 15 contains 12763 members 
Mstep: Class 16 contains 4697 members 
Mstep: Class 17 contains 5453 members 
Mstep: Class 18 contains 13654 members 
Mstep: Class 19 contains 7724 members 
Mstep: Class 20 contains 107928 members 
Mstep: Class 21 contains 1445 members 
Mstep: Class 22 contains 9743 members 
Mstep: Class 23 contains 2915 members 
Mstep: Class 24 contains 13209 members 
Mstep: Class 25 contains 8052 members 
Entering Unmasked Estep 
Score: -50334116.000000 Penalty: 16088.082031
Splitting cluster 13 changes total score from -50315136.000000 to -50334116.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (6987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Entering Unmasked Estep 
Score: -234068.765625 Penalty: 402.757202
	Iteration 0F: 2 clusters Score -234068.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -229476.593750 Penalty: 805.514404
	Iteration 0F: 3 clusters Score -229476.6 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -231506.578125 Penalty: 805.514404
	Iteration 1F: 3 clusters Score -231506.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -232196.046875 Penalty: 805.514404
	Iteration 2F: 3 clusters Score -232196 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -233370.359375 Penalty: 805.514404
	Iteration 3F: 3 clusters Score -233370.4 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -234750.093750 Penalty: 805.514404
	Iteration 4F: 3 clusters Score -234750.1 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -235451.187500 Penalty: 805.514404
	Iteration 5F: 3 clusters Score -235451.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -235704.015625 Penalty: 805.514404
	Iteration 6F: 3 clusters Score -235704 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -235803.328125 Penalty: 805.514404
	Iteration 7Q: 3 clusters Score -235803.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -235848.796875 Penalty: 805.514404
	Iteration 8Q: 3 clusters Score -235848.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -235875.093750 Penalty: 805.514404
	Iteration 9Q: 3 clusters Score -235875.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -235893.203125 Penalty: 805.514404
	Iteration 10Q: 3 clusters Score -235893.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -235903.281250 Penalty: 805.514404
	Iteration 11Q: 3 clusters Score -235903.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -235910.937500 Penalty: 805.514404
	Iteration 12Q: 3 clusters Score -235910.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -235915.468750 Penalty: 805.514404
	Iteration 13Q: 3 clusters Score -235915.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -235918.140625 Penalty: 805.514404
	Iteration 14Q: 3 clusters Score -235918.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -235919.406250 Penalty: 805.514404
	Iteration 15Q: 3 clusters Score -235919.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -235920.562500 Penalty: 805.514404
	Iteration 16Q: 3 clusters Score -235920.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -235921.140625 Penalty: 805.514404
	Iteration 17Q: 3 clusters Score -235921.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -235921.843750 Penalty: 805.514404
	Iteration 18Q: 3 clusters Score -235921.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -235922.515625 Penalty: 805.514404
	Iteration 19Q: 3 clusters Score -235922.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -235923.343750 Penalty: 805.514404
	Iteration 20F: 3 clusters Score -235923.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -235923.796875 Penalty: 805.514404
	Iteration 21Q: 3 clusters Score -235923.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -235924.281250 Penalty: 805.514404
	Iteration 22Q: 3 clusters Score -235924.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -235923.937500 Penalty: 805.514404
	Iteration 23Q: 3 clusters Score -235923.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -235924.812500 Penalty: 805.514404
	Iteration 24Q: 3 clusters Score -235924.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -235924.562500 Penalty: 805.514404
	Iteration 25Q: 3 clusters Score -235924.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -235924.671875 Penalty: 805.514404
	Iteration 26Q: 3 clusters Score -235924.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -235925.312500 Penalty: 805.514404
	Iteration 27Q: 3 clusters Score -235925.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -235925.312500 Penalty: 805.514404
	Iteration 28F: 3 clusters Score -235925.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 14901 members 
Mstep: Class 3 contains 7228 members 
Mstep: Class 4 contains 494205 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 603451 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 23526 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 11 contains 12507 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 8501 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 12763 members 
Mstep: Class 16 contains 4697 members 
Mstep: Class 17 contains 5453 members 
Mstep: Class 18 contains 13654 members 
Mstep: Class 19 contains 7724 members 
Mstep: Class 20 contains 107928 members 
Mstep: Class 21 contains 1445 members 
Mstep: Class 22 contains 9743 members 
Mstep: Class 23 contains 2915 members 
Mstep: Class 24 contains 13209 members 
Mstep: Class 25 contains 8052 members 
Mstep: Class 26 contains 4111 members 
Entering Unmasked Estep 
Score: -50335624.000000 Penalty: 16731.605469
Splitting cluster 14 changes total score from -50315136.000000 to -50335624.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (12763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Entering Unmasked Estep 
Score: -448611.687500 Penalty: 430.170898
	Iteration 0F: 2 clusters Score -448611.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -440155.968750 Penalty: 860.341797
	Iteration 0F: 3 clusters Score -440156 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -443842.500000 Penalty: 860.341797
	Iteration 1F: 3 clusters Score -443842.5 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -444217.187500 Penalty: 860.341797
	Iteration 2F: 3 clusters Score -444217.2 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -444659.125000 Penalty: 860.341797
	Iteration 3F: 3 clusters Score -444659.1 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -445172.812500 Penalty: 860.341797
	Iteration 4F: 3 clusters Score -445172.8 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -445697.062500 Penalty: 860.341797
	Iteration 5F: 3 clusters Score -445697.1 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -446207.937500 Penalty: 860.341797
	Iteration 6F: 3 clusters Score -446207.9 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -446703.750000 Penalty: 860.341797
	Iteration 7F: 3 clusters Score -446703.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -447192.218750 Penalty: 860.341797
	Iteration 8Q: 3 clusters Score -447192.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -447578.875000 Penalty: 860.341797
	Iteration 9Q: 3 clusters Score -447578.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -447880.375000 Penalty: 860.341797
	Iteration 10Q: 3 clusters Score -447880.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -448156.625000 Penalty: 860.341797
	Iteration 11Q: 3 clusters Score -448156.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -448291.468750 Penalty: 860.341797
	Iteration 12Q: 3 clusters Score -448291.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -448358.281250 Penalty: 860.341797
	Iteration 13Q: 3 clusters Score -448358.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -448394.125000 Penalty: 860.341797
	Iteration 14Q: 3 clusters Score -448394.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -448411.875000 Penalty: 860.341797
	Iteration 15Q: 3 clusters Score -448411.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -448419.656250 Penalty: 860.341797
	Iteration 16Q: 3 clusters Score -448419.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -448425.843750 Penalty: 860.341797
	Iteration 17Q: 3 clusters Score -448425.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -448434.343750 Penalty: 860.341797
	Iteration 18Q: 3 clusters Score -448434.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -448440.562500 Penalty: 860.341797
	Iteration 19Q: 3 clusters Score -448440.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -448443.875000 Penalty: 860.341797
	Iteration 20F: 3 clusters Score -448443.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -448446.218750 Penalty: 860.341797
	Iteration 21Q: 3 clusters Score -448446.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -448447.812500 Penalty: 860.341797
	Iteration 22Q: 3 clusters Score -448447.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -448449.718750 Penalty: 860.341797
	Iteration 23Q: 3 clusters Score -448449.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -448451.812500 Penalty: 860.341797
	Iteration 24Q: 3 clusters Score -448451.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -448451.750000 Penalty: 860.341797
	Iteration 25Q: 3 clusters Score -448451.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -448453.000000 Penalty: 860.341797
	Iteration 26Q: 3 clusters Score -448453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -448453.312500 Penalty: 860.341797
	Iteration 27Q: 3 clusters Score -448453.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -448453.093750 Penalty: 860.341797
	Iteration 28Q: 3 clusters Score -448453.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -448453.093750 Penalty: 860.341797
	Iteration 29F: 3 clusters Score -448453.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Entering Unmasked Estep 
Score: -171640.046875 Penalty: 384.687927
	Iteration 0F: 2 clusters Score -171640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -168379.750000 Penalty: 769.375854
	Iteration 0F: 3 clusters Score -168379.8 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -169610.265625 Penalty: 769.375854
	Iteration 1F: 3 clusters Score -169610.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -169797.875000 Penalty: 769.375854
	Iteration 2F: 3 clusters Score -169797.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -169983.468750 Penalty: 769.375854
	Iteration 3F: 3 clusters Score -169983.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -170179.781250 Penalty: 769.375854
	Iteration 4F: 3 clusters Score -170179.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -170390.609375 Penalty: 769.375854
	Iteration 5F: 3 clusters Score -170390.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -170553.015625 Penalty: 769.375854
	Iteration 6F: 3 clusters Score -170553 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -170706.328125 Penalty: 769.375854
	Iteration 7Q: 3 clusters Score -170706.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -170849.343750 Penalty: 769.375854
	Iteration 8Q: 3 clusters Score -170849.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -170967.718750 Penalty: 769.375854
	Iteration 9Q: 3 clusters Score -170967.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -171049.203125 Penalty: 769.375854
	Iteration 10Q: 3 clusters Score -171049.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -171120.203125 Penalty: 769.375854
	Iteration 11Q: 3 clusters Score -171120.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -171176.796875 Penalty: 769.375854
	Iteration 12Q: 3 clusters Score -171176.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -171212.656250 Penalty: 769.375854
	Iteration 13Q: 3 clusters Score -171212.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -171250.687500 Penalty: 769.375854
	Iteration 14Q: 3 clusters Score -171250.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -171263.984375 Penalty: 769.375854
	Iteration 15Q: 3 clusters Score -171264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -171286.343750 Penalty: 769.375854
	Iteration 16Q: 3 clusters Score -171286.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -171310.484375 Penalty: 769.375854
	Iteration 17Q: 3 clusters Score -171310.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -171329.000000 Penalty: 769.375854
	Iteration 18Q: 3 clusters Score -171329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -171340.234375 Penalty: 769.375854
	Iteration 19Q: 3 clusters Score -171340.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -171349.046875 Penalty: 769.375854
	Iteration 20F: 3 clusters Score -171349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -171362.125000 Penalty: 769.375854
	Iteration 21Q: 3 clusters Score -171362.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -171367.125000 Penalty: 769.375854
	Iteration 22Q: 3 clusters Score -171367.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -171375.234375 Penalty: 769.375854
	Iteration 23Q: 3 clusters Score -171375.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -171383.546875 Penalty: 769.375854
	Iteration 24Q: 3 clusters Score -171383.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -171387.468750 Penalty: 769.375854
	Iteration 25Q: 3 clusters Score -171387.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -171390.890625 Penalty: 769.375854
	Iteration 26Q: 3 clusters Score -171390.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -171395.078125 Penalty: 769.375854
	Iteration 27Q: 3 clusters Score -171395.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -171396.296875 Penalty: 769.375854
	Iteration 28Q: 3 clusters Score -171396.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -171398.250000 Penalty: 769.375854
	Iteration 29Q: 3 clusters Score -171398.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -171399.125000 Penalty: 769.375854
	Iteration 30Q: 3 clusters Score -171399.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -171399.609375 Penalty: 769.375854
	Iteration 31Q: 3 clusters Score -171399.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -171399.609375 Penalty: 769.375854
	Iteration 32F: 3 clusters Score -171399.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Entering Unmasked Estep 
Score: -189722.046875 Penalty: 391.478394
	Iteration 0F: 2 clusters Score -189722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -186071.000000 Penalty: 782.956787
	Iteration 0F: 3 clusters Score -186071 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -187543.765625 Penalty: 782.956787
	Iteration 1F: 3 clusters Score -187543.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -187833.812500 Penalty: 782.956787
	Iteration 2F: 3 clusters Score -187833.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -188325.500000 Penalty: 782.956787
	Iteration 3F: 3 clusters Score -188325.5 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -189245.359375 Penalty: 782.956787
	Iteration 4F: 3 clusters Score -189245.4 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -190494.937500 Penalty: 782.956787
	Iteration 5F: 3 clusters Score -190494.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -191322.890625 Penalty: 782.956787
	Iteration 6F: 3 clusters Score -191322.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -191534.531250 Penalty: 782.956787
	Iteration 7Q: 3 clusters Score -191534.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -191562.406250 Penalty: 782.956787
	Iteration 8Q: 3 clusters Score -191562.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -191573.562500 Penalty: 782.956787
	Iteration 9Q: 3 clusters Score -191573.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -191585.578125 Penalty: 782.956787
	Iteration 10Q: 3 clusters Score -191585.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -191600.890625 Penalty: 782.956787
	Iteration 11Q: 3 clusters Score -191600.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -191618.093750 Penalty: 782.956787
	Iteration 12Q: 3 clusters Score -191618.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -191629.265625 Penalty: 782.956787
	Iteration 13Q: 3 clusters Score -191629.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -191635.234375 Penalty: 782.956787
	Iteration 14Q: 3 clusters Score -191635.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -191643.203125 Penalty: 782.956787
	Iteration 15Q: 3 clusters Score -191643.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -191651.937500 Penalty: 782.956787
	Iteration 16Q: 3 clusters Score -191651.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -191669.515625 Penalty: 782.956787
	Iteration 17Q: 3 clusters Score -191669.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -191685.640625 Penalty: 782.956787
	Iteration 18Q: 3 clusters Score -191685.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -191705.750000 Penalty: 782.956787
	Iteration 19Q: 3 clusters Score -191705.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -191746.375000 Penalty: 782.956787
	Iteration 20F: 3 clusters Score -191746.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -191839.109375 Penalty: 782.956787
	Iteration 21Q: 3 clusters Score -191839.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -191995.218750 Penalty: 782.956787
	Iteration 22Q: 3 clusters Score -191995.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -192055.578125 Penalty: 782.956787
	Iteration 23Q: 3 clusters Score -192055.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -192061.484375 Penalty: 782.956787
	Iteration 24Q: 3 clusters Score -192061.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -192061.843750 Penalty: 782.956787
	Iteration 25Q: 3 clusters Score -192061.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -192061.843750 Penalty: 782.956787
	Iteration 26F: 3 clusters Score -192061.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 14901 members 
Mstep: Class 3 contains 7228 members 
Mstep: Class 4 contains 494205 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 603451 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 23526 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 11 contains 12507 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 8501 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 12763 members 
Mstep: Class 16 contains 4697 members 
Mstep: Class 17 contains 4036 members 
Mstep: Class 18 contains 13654 members 
Mstep: Class 19 contains 7724 members 
Mstep: Class 20 contains 107928 members 
Mstep: Class 21 contains 1445 members 
Mstep: Class 22 contains 9743 members 
Mstep: Class 23 contains 2915 members 
Mstep: Class 24 contains 13209 members 
Mstep: Class 25 contains 8052 members 
Mstep: Class 26 contains 4111 members 
Mstep: Class 27 contains 1417 members 
Entering Unmasked Estep 
Score: -50337644.000000 Penalty: 17375.128906
Splitting cluster 17 changes total score from -50315136.000000 to -50337644.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (13654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Entering Unmasked Estep 
Score: -504827.093750 Penalty: 433.241333
	Iteration 0F: 2 clusters Score -504827.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -495646.468750 Penalty: 866.482666
	Iteration 0F: 3 clusters Score -495646.5 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -500025.406250 Penalty: 866.482666
	Iteration 1F: 3 clusters Score -500025.4 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -500797.250000 Penalty: 866.482666
	Iteration 2F: 3 clusters Score -500797.2 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -501610.468750 Penalty: 866.482666
	Iteration 3F: 3 clusters Score -501610.5 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -502319.593750 Penalty: 866.482666
	Iteration 4F: 3 clusters Score -502319.6 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -502981.156250 Penalty: 866.482666
	Iteration 5F: 3 clusters Score -502981.2 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -503621.593750 Penalty: 866.482666
	Iteration 6F: 3 clusters Score -503621.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -504123.468750 Penalty: 866.482666
	Iteration 7Q: 3 clusters Score -504123.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -504411.437500 Penalty: 866.482666
	Iteration 8Q: 3 clusters Score -504411.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -504558.468750 Penalty: 866.482666
	Iteration 9Q: 3 clusters Score -504558.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -504637.843750 Penalty: 866.482666
	Iteration 10Q: 3 clusters Score -504637.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -504701.656250 Penalty: 866.482666
	Iteration 11Q: 3 clusters Score -504701.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -504738.375000 Penalty: 866.482666
	Iteration 12Q: 3 clusters Score -504738.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -504755.531250 Penalty: 866.482666
	Iteration 13Q: 3 clusters Score -504755.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -504771.687500 Penalty: 866.482666
	Iteration 14Q: 3 clusters Score -504771.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -504784.531250 Penalty: 866.482666
	Iteration 15Q: 3 clusters Score -504784.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -504795.781250 Penalty: 866.482666
	Iteration 16Q: 3 clusters Score -504795.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -504808.968750 Penalty: 866.482666
	Iteration 17Q: 3 clusters Score -504809 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -504821.500000 Penalty: 866.482666
	Iteration 18Q: 3 clusters Score -504821.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -504828.343750 Penalty: 866.482666
	Iteration 19Q: 3 clusters Score -504828.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -504833.406250 Penalty: 866.482666
	Iteration 20F: 3 clusters Score -504833.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -504840.906250 Penalty: 866.482666
	Iteration 21Q: 3 clusters Score -504840.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -504845.031250 Penalty: 866.482666
	Iteration 22Q: 3 clusters Score -504845 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -504852.500000 Penalty: 866.482666
	Iteration 23Q: 3 clusters Score -504852.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -504856.375000 Penalty: 866.482666
	Iteration 24Q: 3 clusters Score -504856.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -504864.000000 Penalty: 866.482666
	Iteration 25Q: 3 clusters Score -504864 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -504873.375000 Penalty: 866.482666
	Iteration 26Q: 3 clusters Score -504873.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -504885.312500 Penalty: 866.482666
	Iteration 27Q: 3 clusters Score -504885.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -504898.812500 Penalty: 866.482666
	Iteration 28Q: 3 clusters Score -504898.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -504906.406250 Penalty: 866.482666
	Iteration 29Q: 3 clusters Score -504906.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -504914.062500 Penalty: 866.482666
	Iteration 30Q: 3 clusters Score -504914.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -504918.375000 Penalty: 866.482666
	Iteration 31Q: 3 clusters Score -504918.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -504924.125000 Penalty: 866.482666
	Iteration 32Q: 3 clusters Score -504924.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -504928.937500 Penalty: 866.482666
	Iteration 33Q: 3 clusters Score -504928.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -504935.187500 Penalty: 866.482666
	Iteration 34Q: 3 clusters Score -504935.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -504938.625000 Penalty: 866.482666
	Iteration 35Q: 3 clusters Score -504938.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -504942.281250 Penalty: 866.482666
	Iteration 36Q: 3 clusters Score -504942.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -504945.968750 Penalty: 866.482666
	Iteration 37Q: 3 clusters Score -504946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -504947.312500 Penalty: 866.482666
	Iteration 38Q: 3 clusters Score -504947.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -504950.156250 Penalty: 866.482666
	Iteration 39Q: 3 clusters Score -504950.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -504953.593750 Penalty: 866.482666
	Iteration 40F: 3 clusters Score -504953.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -504957.125000 Penalty: 866.482666
	Iteration 41Q: 3 clusters Score -504957.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -504959.375000 Penalty: 866.482666
	Iteration 42Q: 3 clusters Score -504959.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -504962.531250 Penalty: 866.482666
	Iteration 43Q: 3 clusters Score -504962.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -504965.093750 Penalty: 866.482666
	Iteration 44Q: 3 clusters Score -504965.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -504966.625000 Penalty: 866.482666
	Iteration 45Q: 3 clusters Score -504966.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -504967.843750 Penalty: 866.482666
	Iteration 46Q: 3 clusters Score -504967.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -504969.125000 Penalty: 866.482666
	Iteration 47Q: 3 clusters Score -504969.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -504970.281250 Penalty: 866.482666
	Iteration 48Q: 3 clusters Score -504970.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -504971.375000 Penalty: 866.482666
	Iteration 49Q: 3 clusters Score -504971.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -504972.875000 Penalty: 866.482666
	Iteration 50Q: 3 clusters Score -504972.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -504972.406250 Penalty: 866.482666
	Iteration 51Q: 3 clusters Score -504972.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -504971.718750 Penalty: 866.482666
	Iteration 52Q: 3 clusters Score -504971.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -504971.750000 Penalty: 866.482666
	Iteration 53Q: 3 clusters Score -504971.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -504973.875000 Penalty: 866.482666
	Iteration 54Q: 3 clusters Score -504973.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -504976.125000 Penalty: 866.482666
	Iteration 55Q: 3 clusters Score -504976.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -504977.687500 Penalty: 866.482666
	Iteration 56Q: 3 clusters Score -504977.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -504976.687500 Penalty: 866.482666
	Iteration 57Q: 3 clusters Score -504976.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -504977.000000 Penalty: 866.482666
	Iteration 58Q: 3 clusters Score -504977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -504977.093750 Penalty: 866.482666
	Iteration 59Q: 3 clusters Score -504977.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -504977.000000 Penalty: 866.482666
	Iteration 60F: 3 clusters Score -504977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -504977.531250 Penalty: 866.482666
	Iteration 61Q: 3 clusters Score -504977.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -504978.031250 Penalty: 866.482666
	Iteration 62Q: 3 clusters Score -504978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -504978.843750 Penalty: 866.482666
	Iteration 63Q: 3 clusters Score -504978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -504978.718750 Penalty: 866.482666
	Iteration 64Q: 3 clusters Score -504978.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -504978.968750 Penalty: 866.482666
	Iteration 65Q: 3 clusters Score -504979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -504978.625000 Penalty: 866.482666
	Iteration 66Q: 3 clusters Score -504978.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -504978.125000 Penalty: 866.482666
	Iteration 67Q: 3 clusters Score -504978.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -504978.000000 Penalty: 866.482666
	Iteration 68Q: 3 clusters Score -504978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -504978.968750 Penalty: 866.482666
	Iteration 69Q: 3 clusters Score -504979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -504979.218750 Penalty: 866.482666
	Iteration 70Q: 3 clusters Score -504979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -504979.093750 Penalty: 866.482666
	Iteration 71Q: 3 clusters Score -504979.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -504979.343750 Penalty: 866.482666
	Iteration 72Q: 3 clusters Score -504979.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -504979.718750 Penalty: 866.482666
	Iteration 73Q: 3 clusters Score -504979.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -504979.937500 Penalty: 866.482666
	Iteration 74Q: 3 clusters Score -504979.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -504979.656250 Penalty: 866.482666
	Iteration 75Q: 3 clusters Score -504979.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -504980.531250 Penalty: 866.482666
	Iteration 76Q: 3 clusters Score -504980.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -504980.781250 Penalty: 866.482666
	Iteration 77Q: 3 clusters Score -504980.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -504981.281250 Penalty: 866.482666
	Iteration 78Q: 3 clusters Score -504981.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -504981.750000 Penalty: 866.482666
	Iteration 79Q: 3 clusters Score -504981.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -504981.750000 Penalty: 866.482666
	Iteration 80F: 3 clusters Score -504981.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 14901 members 
Mstep: Class 3 contains 7228 members 
Mstep: Class 4 contains 494205 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 603451 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 23526 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 11 contains 12507 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 8501 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 12763 members 
Mstep: Class 16 contains 4697 members 
Mstep: Class 17 contains 4036 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 7724 members 
Mstep: Class 20 contains 107928 members 
Mstep: Class 21 contains 1445 members 
Mstep: Class 22 contains 9743 members 
Mstep: Class 23 contains 2915 members 
Mstep: Class 24 contains 13209 members 
Mstep: Class 25 contains 8052 members 
Mstep: Class 26 contains 4111 members 
Mstep: Class 27 contains 1417 members 
Mstep: Class 28 contains 12269 members 
Entering Unmasked Estep 
Score: -50337532.000000 Penalty: 18018.652344
Splitting cluster 18 changes total score from -50315136.000000 to -50337532.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (7724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Entering Unmasked Estep 
Score: -293717.718750 Penalty: 407.319977
	Iteration 0F: 2 clusters Score -293717.7 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 3788 members 
Entering Unmasked Estep 
Score: -288624.031250 Penalty: 814.639954
	Iteration 0F: 3 clusters Score -288624 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -290742.656250 Penalty: 814.639954
	Iteration 1F: 3 clusters Score -290742.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -290996.687500 Penalty: 814.639954
	Iteration 2F: 3 clusters Score -290996.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -291282.187500 Penalty: 814.639954
	Iteration 3F: 3 clusters Score -291282.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -291598.562500 Penalty: 814.639954
	Iteration 4F: 3 clusters Score -291598.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -291923.250000 Penalty: 814.639954
	Iteration 5F: 3 clusters Score -291923.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -292205.093750 Penalty: 814.639954
	Iteration 6Q: 3 clusters Score -292205.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -292411.968750 Penalty: 814.639954
	Iteration 7Q: 3 clusters Score -292412 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -292575.156250 Penalty: 814.639954
	Iteration 8Q: 3 clusters Score -292575.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -292694.906250 Penalty: 814.639954
	Iteration 9Q: 3 clusters Score -292694.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -292780.500000 Penalty: 814.639954
	Iteration 10Q: 3 clusters Score -292780.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -292848.062500 Penalty: 814.639954
	Iteration 11Q: 3 clusters Score -292848.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -292906.718750 Penalty: 814.639954
	Iteration 12Q: 3 clusters Score -292906.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -292955.906250 Penalty: 814.639954
	Iteration 13Q: 3 clusters Score -292955.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -293001.812500 Penalty: 814.639954
	Iteration 14Q: 3 clusters Score -293001.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -293048.968750 Penalty: 814.639954
	Iteration 15Q: 3 clusters Score -293049 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -293102.687500 Penalty: 814.639954
	Iteration 16Q: 3 clusters Score -293102.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -293143.406250 Penalty: 814.639954
	Iteration 17Q: 3 clusters Score -293143.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -293179.437500 Penalty: 814.639954
	Iteration 18Q: 3 clusters Score -293179.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -293208.062500 Penalty: 814.639954
	Iteration 19Q: 3 clusters Score -293208.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -293237.781250 Penalty: 814.639954
	Iteration 20F: 3 clusters Score -293237.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -293258.437500 Penalty: 814.639954
	Iteration 21Q: 3 clusters Score -293258.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -293278.437500 Penalty: 814.639954
	Iteration 22Q: 3 clusters Score -293278.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -293291.250000 Penalty: 814.639954
	Iteration 23Q: 3 clusters Score -293291.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -293300.281250 Penalty: 814.639954
	Iteration 24Q: 3 clusters Score -293300.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -293313.531250 Penalty: 814.639954
	Iteration 25Q: 3 clusters Score -293313.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -293321.968750 Penalty: 814.639954
	Iteration 26Q: 3 clusters Score -293322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -293332.375000 Penalty: 814.639954
	Iteration 27Q: 3 clusters Score -293332.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -293339.750000 Penalty: 814.639954
	Iteration 28Q: 3 clusters Score -293339.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -293346.468750 Penalty: 814.639954
	Iteration 29Q: 3 clusters Score -293346.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -293349.656250 Penalty: 814.639954
	Iteration 30Q: 3 clusters Score -293349.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -293354.406250 Penalty: 814.639954
	Iteration 31Q: 3 clusters Score -293354.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -293359.031250 Penalty: 814.639954
	Iteration 32Q: 3 clusters Score -293359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -293360.531250 Penalty: 814.639954
	Iteration 33Q: 3 clusters Score -293360.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -293365.656250 Penalty: 814.639954
	Iteration 34Q: 3 clusters Score -293365.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -293370.437500 Penalty: 814.639954
	Iteration 35Q: 3 clusters Score -293370.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -293375.218750 Penalty: 814.639954
	Iteration 36Q: 3 clusters Score -293375.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -293376.843750 Penalty: 814.639954
	Iteration 37Q: 3 clusters Score -293376.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -293380.406250 Penalty: 814.639954
	Iteration 38Q: 3 clusters Score -293380.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -293381.500000 Penalty: 814.639954
	Iteration 39Q: 3 clusters Score -293381.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -293381.500000 Penalty: 814.639954
	Iteration 40F: 3 clusters Score -293381.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (107928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107928 members 
Entering Unmasked Estep 
Score: -4141577.000000 Penalty: 527.309509
	Iteration 0F: 2 clusters Score -4141577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 54004 members 
Entering Unmasked Estep 
Score: -4068616.250000 Penalty: 1054.619019
	Iteration 0F: 3 clusters Score -4068616 nChanged 52966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -4100241.750000 Penalty: 1054.619019
	Iteration 1F: 3 clusters Score -4100242 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -4101547.500000 Penalty: 1054.619019
	Iteration 2Q: 3 clusters Score -4101548 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -4103516.000000 Penalty: 1054.619019
	Iteration 3Q: 3 clusters Score -4103516 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55144 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -4106100.000000 Penalty: 1054.619019
	Iteration 4F: 3 clusters Score -4106100 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -4108971.000000 Penalty: 1054.619019
	Iteration 5F: 3 clusters Score -4108971 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -4111884.000000 Penalty: 1054.619019
	Iteration 6F: 3 clusters Score -4111884 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -4115047.000000 Penalty: 1054.619019
	Iteration 7F: 3 clusters Score -4115047 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57849 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -4118629.000000 Penalty: 1054.619019
	Iteration 8F: 3 clusters Score -4118629 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -4122045.500000 Penalty: 1054.619019
	Iteration 9F: 3 clusters Score -4122046 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58052 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -4124207.000000 Penalty: 1054.619019
	Iteration 10Q: 3 clusters Score -4124207 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58220 members 
Mstep: Class 2 contains 49708 members 
Entering Unmasked Estep 
Score: -4125252.000000 Penalty: 1054.619019
	Iteration 11Q: 3 clusters Score -4125252 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58445 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -4125893.500000 Penalty: 1054.619019
	Iteration 12Q: 3 clusters Score -4125894 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -4126408.000000 Penalty: 1054.619019
	Iteration 13Q: 3 clusters Score -4126408 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58752 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -4126931.250000 Penalty: 1054.619019
	Iteration 14Q: 3 clusters Score -4126931 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58777 members 
Mstep: Class 2 contains 49151 members 
Entering Unmasked Estep 
Score: -4127465.500000 Penalty: 1054.619019
	Iteration 15Q: 3 clusters Score -4127466 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -4128024.250000 Penalty: 1054.619019
	Iteration 16Q: 3 clusters Score -4128024 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58584 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -4128574.750000 Penalty: 1054.619019
	Iteration 17Q: 3 clusters Score -4128575 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58289 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -4129160.000000 Penalty: 1054.619019
	Iteration 18Q: 3 clusters Score -4129160 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57848 members 
Mstep: Class 2 contains 50080 members 
Entering Unmasked Estep 
Score: -4129837.250000 Penalty: 1054.619019
	Iteration 19Q: 3 clusters Score -4129837 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -4130570.000000 Penalty: 1054.619019
	Iteration 20F: 3 clusters Score -4130570 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -4131349.750000 Penalty: 1054.619019
	Iteration 21Q: 3 clusters Score -4131350 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Mstep: Class 2 contains 51892 members 
Entering Unmasked Estep 
Score: -4132106.500000 Penalty: 1054.619019
	Iteration 22Q: 3 clusters Score -4132106 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -4132859.250000 Penalty: 1054.619019
	Iteration 23Q: 3 clusters Score -4132859 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -4133502.250000 Penalty: 1054.619019
	Iteration 24Q: 3 clusters Score -4133502 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53906 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -4134068.750000 Penalty: 1054.619019
	Iteration 25Q: 3 clusters Score -4134069 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -4134471.250000 Penalty: 1054.619019
	Iteration 26Q: 3 clusters Score -4134471 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53062 members 
Mstep: Class 2 contains 54866 members 
Entering Unmasked Estep 
Score: -4134725.500000 Penalty: 1054.619019
	Iteration 27Q: 3 clusters Score -4134726 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 55170 members 
Entering Unmasked Estep 
Score: -4134899.500000 Penalty: 1054.619019
	Iteration 28Q: 3 clusters Score -4134900 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -4135024.750000 Penalty: 1054.619019
	Iteration 29Q: 3 clusters Score -4135025 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52240 members 
Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4135097 nChanged 510
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
Score: -4135157.750000 Penalty: 1054.619019
	Iteration 31Q: 3 clusters Score -4135158 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -4135201.750000 Penalty: 1054.619019
	Iteration 32Q: 3 clusters Score -4135202 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51660 members 
Mstep: Class 2 contains 56268 members 
Entering Unmasked Estep 
Score: -4135221.250000 Penalty: 1054.619019
	Iteration 33Q: 3 clusters Score -4135221 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51500 members 
Mstep: Class 2 contains 56428 members 
Entering Unmasked Estep 
Score: -4135240.750000 Penalty: 1054.619019
	Iteration 34Q: 3 clusters Score -4135241 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 56588 members 
Entering Unmasked Estep 
Score: -4135264.250000 Penalty: 1054.619019
	Iteration 35Q: 3 clusters Score -4135264 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -4135283.500000 Penalty: 1054.619019
	Iteration 36Q: 3 clusters Score -4135284 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 56898 members 
Entering Unmasked Estep 
Score: -4135291.250000 Penalty: 1054.619019
	Iteration 37Q: 3 clusters Score -4135291 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -4135308.000000 Penalty: 1054.619019
	Iteration 38Q: 3 clusters Score -4135308 nChanged 178
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Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 57223 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4135308 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 57392 members 
Entering Unmasked Estep 
Score: -4135333.500000 Penalty: 1054.619019
	Iteration 40F: 3 clusters Score -4135334 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 57562 members 
Entering Unmasked Estep 
Score: -4135346.500000 Penalty: 1054.619019
	Iteration 41Q: 3 clusters Score -4135346 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 57760 members 
Entering Unmasked Estep 
Score: -4135351.750000 Penalty: 1054.619019
	Iteration 42Q: 3 clusters Score -4135352 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 57960 members 
Entering Unmasked Estep 
Score: -4135356.750000 Penalty: 1054.619019
	Iteration 43Q: 3 clusters Score -4135357 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 58177 members 
Entering Unmasked Estep 
Score: -4135391.250000 Penalty: 1054.619019
	Iteration 44Q: 3 clusters Score -4135391 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 58396 members 
Entering Unmasked Estep 
Score: -4135408.000000 Penalty: 1054.619019
	Iteration 45Q: 3 clusters Score -4135408 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 58622 members 
Entering Unmasked Estep 
Score: -4135422.500000 Penalty: 1054.619019
	Iteration 46Q: 3 clusters Score -4135422 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49090 members 
Mstep: Class 2 contains 58838 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4135440 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 59069 members 
Entering Unmasked Estep 
Score: -4135455.250000 Penalty: 1054.619019
	Iteration 48Q: 3 clusters Score -4135455 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 59297 members 
Entering Unmasked Estep 
Score: -4135458.250000 Penalty: 1054.619019
	Iteration 49Q: 3 clusters Score -4135458 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 59544 members 
Entering Unmasked Estep 
Score: -4135466.500000 Penalty: 1054.619019
	Iteration 50Q: 3 clusters Score -4135466 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -4135491.250000 Penalty: 1054.619019
	Iteration 51Q: 3 clusters Score -4135491 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 60056 members 
Entering Unmasked Estep 
Score: -4135504.500000 Penalty: 1054.619019
	Iteration 52Q: 3 clusters Score -4135504 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 60317 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4135519 nChanged 231
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47380 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -4135531.250000 Penalty: 1054.619019
	Iteration 54Q: 3 clusters Score -4135531 nChanged 217
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 60765 members 
Entering Unmasked Estep 
Score: -4135529.500000 Penalty: 1054.619019
	Iteration 55Q: 3 clusters Score -4135530 nChanged 200
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4135536 nChanged 218
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 61183 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4135547 nChanged 243
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 61426 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4135546 nChanged 247
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 61673 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4135580 nChanged 241
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 61914 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4135589 nChanged 224
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 62138 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4135598 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 62392 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4135620 nChanged 245
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 62637 members 
Entering Unmasked Estep 
Score: -4135644.250000 Penalty: 1054.619019
	Iteration 63Q: 3 clusters Score -4135644 nChanged 242
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4135656 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 63151 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4135685 nChanged 288
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 63439 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4135718 nChanged 309
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 63748 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4135724 nChanged 308
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 64056 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4135739 nChanged 297
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 64353 members 
Entering Unmasked Estep 
Score: -4135766.250000 Penalty: 1054.619019
	Iteration 69Q: 3 clusters Score -4135766 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 64665 members 
Entering Unmasked Estep 
Score: -4135781.000000 Penalty: 1054.619019
	Iteration 70Q: 3 clusters Score -4135781 nChanged 299
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Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 64964 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4135790 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 65277 members 
Entering Unmasked Estep 
Score: -4135796.500000 Penalty: 1054.619019
	Iteration 72Q: 3 clusters Score -4135796 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 65586 members 
Entering Unmasked Estep 
Score: -4135835.000000 Penalty: 1054.619019
	Iteration 73Q: 3 clusters Score -4135835 nChanged 299
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 65885 members 
Entering Unmasked Estep 
Score: -4135852.000000 Penalty: 1054.619019
	Iteration 74Q: 3 clusters Score -4135852 nChanged 317
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 66202 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4135866 nChanged 328
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 66530 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4135897 nChanged 355
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 66885 members 
Entering Unmasked Estep 
Score: -4135921.250000 Penalty: 1054.619019
	Iteration 77Q: 3 clusters Score -4135921 nChanged 369
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 67254 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4135965 nChanged 383
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Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 67637 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4135987 nChanged 393
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 68030 members 
Entering Unmasked Estep 
Score: -4136015.250000 Penalty: 1054.619019
	Iteration 80F: 3 clusters Score -4136015 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 68434 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4136032 nChanged 421
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 68855 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4136087 nChanged 452
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 69307 members 
Entering Unmasked Estep 
Score: -4136134.750000 Penalty: 1054.619019
	Iteration 83Q: 3 clusters Score -4136135 nChanged 442
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 69749 members 
Entering Unmasked Estep 
Score: -4136177.750000 Penalty: 1054.619019
	Iteration 84Q: 3 clusters Score -4136178 nChanged 448
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 70197 members 
Entering Unmasked Estep 
Score: -4136206.750000 Penalty: 1054.619019
	Iteration 85Q: 3 clusters Score -4136207 nChanged 472
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -4136248.250000 Penalty: 1054.619019
	Iteration 86Q: 3 clusters Score -4136248 nChanged 462
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 71131 members 
Entering Unmasked Estep 
Score: -4136312.500000 Penalty: 1054.619019
	Iteration 87Q: 3 clusters Score -4136312 nChanged 459
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 71590 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4136341 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 72050 members 
Entering Unmasked Estep 
Score: -4136380.500000 Penalty: 1054.619019
	Iteration 89Q: 3 clusters Score -4136380 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 72501 members 
Entering Unmasked Estep 
Score: -4136418.000000 Penalty: 1054.619019
	Iteration 90Q: 3 clusters Score -4136418 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 72924 members 
Entering Unmasked Estep 
Score: -4136445.000000 Penalty: 1054.619019
	Iteration 91Q: 3 clusters Score -4136445 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 73312 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4136474 nChanged 415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 73727 members 
Entering Unmasked Estep 
Score: -4136523.000000 Penalty: 1054.619019
	Iteration 93Q: 3 clusters Score -4136523 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 74138 members 
Entering Unmasked Estep 
Score: -4136548.250000 Penalty: 1054.619019
	Iteration 94Q: 3 clusters Score -4136548 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 74565 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4136588 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 75035 members 
Entering Unmasked Estep 
Score: -4136628.500000 Penalty: 1054.619019
	Iteration 96Q: 3 clusters Score -4136628 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 75486 members 
Entering Unmasked Estep 
Score: -4136691.250000 Penalty: 1054.619019
	Iteration 97Q: 3 clusters Score -4136691 nChanged 439
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 75925 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4136725 nChanged 454
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 76379 members 
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Score: -4136761.000000 Penalty: 1054.619019
	Iteration 99Q: 3 clusters Score -4136761 nChanged 504
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 76883 members 
Entering Unmasked Estep 
Score: -4136835.750000 Penalty: 1054.619019
	Iteration 100F: 3 clusters Score -4136836 nChanged 541
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 77424 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4136898 nChanged 555
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 77979 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4136935 nChanged 572
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 78551 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4137034 nChanged 576
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 79127 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4137112 nChanged 590
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 79717 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4137212 nChanged 573
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 80290 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4137262 nChanged 609
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Mstep: Class 1 contains 27029 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4137352 nChanged 664
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 81563 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4137469 nChanged 616
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Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 82179 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4137562 nChanged 640
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Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 82819 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4137644 nChanged 626
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 83445 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4137741 nChanged 637
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 84082 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4137810 nChanged 630
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 84712 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4137912 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 85347 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4138023 nChanged 577
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Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 85924 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4138096 nChanged 568
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 86492 members 
Entering Unmasked Estep 
Score: -4138178.000000 Penalty: 1054.619019
	Iteration 116Q: 3 clusters Score -4138178 nChanged 551
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Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 87043 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4138265 nChanged 551
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Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 87594 members 
Entering Unmasked Estep 
Score: -4138322.750000 Penalty: 1054.619019
	Iteration 118Q: 3 clusters Score -4138323 nChanged 559
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 88153 members 
Entering Unmasked Estep 
Score: -4138389.000000 Penalty: 1054.619019
	Iteration 119Q: 3 clusters Score -4138389 nChanged 586
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 88739 members 
Entering Unmasked Estep 
Score: -4138475.500000 Penalty: 1054.619019
	Iteration 120F: 3 clusters Score -4138476 nChanged 597
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 89336 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4138579 nChanged 602
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Mstep: Class 1 contains 17990 members 
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Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 90583 members 
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Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 91169 members 
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Mstep: Class 1 contains 16181 members 
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Mstep: Class 2 contains 92317 members 
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Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 92893 members 
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Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 93482 members 
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Mstep: Class 2 contains 94062 members 
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Mstep: Class 2 contains 94649 members 
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Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 95182 members 
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Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 95733 members 
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Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 96281 members 
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Mstep: Class 1 contains 10637 members 
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Mstep: Class 1 contains 8959 members 
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Mstep: Class 1 contains 8596 members 
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Mstep: Class 1 contains 8230 members 
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Mstep: Class 1 contains 6318 members 
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Mstep: Class 1 contains 6087 members 
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Mstep: Class 1 contains 5862 members 
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Mstep: Class 1 contains 3655 members 
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	Iteration 211Q: 3 clusters Score -4141426 nChanged 7
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Mstep: Class 2 contains 105720 members 
Entering Unmasked Estep 
Score: -4141422.750000 Penalty: 1054.619019
	Iteration 214Q: 3 clusters Score -4141423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 105727 members 
Entering Unmasked Estep 
Score: -4141425.750000 Penalty: 1054.619019
	Iteration 215Q: 3 clusters Score -4141426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 105737 members 
Entering Unmasked Estep 
Score: -4141424.250000 Penalty: 1054.619019
	Iteration 216Q: 3 clusters Score -4141424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 105751 members 
Entering Unmasked Estep 
Score: -4141425.000000 Penalty: 1054.619019
	Iteration 217Q: 3 clusters Score -4141425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 105768 members 
Entering Unmasked Estep 
Score: -4141420.500000 Penalty: 1054.619019
	Iteration 218Q: 3 clusters Score -4141420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 105785 members 
Entering Unmasked Estep 
Score: -4141422.750000 Penalty: 1054.619019
	Iteration 219Q: 3 clusters Score -4141423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 105800 members 
Entering Unmasked Estep 
Score: -4141429.500000 Penalty: 1054.619019
	Iteration 220F: 3 clusters Score -4141430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 105806 members 
Entering Unmasked Estep 
Score: -4141431.000000 Penalty: 1054.619019
	Iteration 221Q: 3 clusters Score -4141431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 105814 members 
Entering Unmasked Estep 
Score: -4141430.250000 Penalty: 1054.619019
	Iteration 222Q: 3 clusters Score -4141430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 105824 members 
Entering Unmasked Estep 
Score: -4141432.000000 Penalty: 1054.619019
	Iteration 223Q: 3 clusters Score -4141432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 105827 members 
Entering Unmasked Estep 
Score: -4141430.750000 Penalty: 1054.619019
	Iteration 224Q: 3 clusters Score -4141431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 105829 members 
Entering Unmasked Estep 
Score: -4141428.250000 Penalty: 1054.619019
	Iteration 225Q: 3 clusters Score -4141428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 105830 members 
Entering Unmasked Estep 
Score: -4141430.250000 Penalty: 1054.619019
	Iteration 226Q: 3 clusters Score -4141430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 105830 members 
Entering Unmasked Estep 
Score: -4141430.250000 Penalty: 1054.619019
	Iteration 227F: 3 clusters Score -4141430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Entering Unmasked Estep 
Score: -70868.359375 Penalty: 331.051849
	Iteration 0F: 2 clusters Score -70868.36 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 702 members 
Entering Unmasked Estep 
Score: -69749.609375 Penalty: 662.103699
	Iteration 0F: 3 clusters Score -69749.61 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -70050.617188 Penalty: 662.103699
	Iteration 1F: 3 clusters Score -70050.62 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -70110.539062 Penalty: 662.103699
	Iteration 2F: 3 clusters Score -70110.54 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -70148.976562 Penalty: 662.103699
	Iteration 3F: 3 clusters Score -70148.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -70171.312500 Penalty: 662.103699
	Iteration 4Q: 3 clusters Score -70171.31 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -70191.773438 Penalty: 662.103699
	Iteration 5Q: 3 clusters Score -70191.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -70214.937500 Penalty: 662.103699
	Iteration 6Q: 3 clusters Score -70214.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -70235.617188 Penalty: 662.103699
	Iteration 7Q: 3 clusters Score -70235.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -70261.867188 Penalty: 662.103699
	Iteration 8Q: 3 clusters Score -70261.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -70291.281250 Penalty: 662.103699
	Iteration 9Q: 3 clusters Score -70291.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -70315.859375 Penalty: 662.103699
	Iteration 10Q: 3 clusters Score -70315.86 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -70341.226562 Penalty: 662.103699
	Iteration 11Q: 3 clusters Score -70341.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -70374.812500 Penalty: 662.103699
	Iteration 12Q: 3 clusters Score -70374.81 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -70399.703125 Penalty: 662.103699
	Iteration 13Q: 3 clusters Score -70399.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -70425.171875 Penalty: 662.103699
	Iteration 14Q: 3 clusters Score -70425.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -70437.976562 Penalty: 662.103699
	Iteration 15Q: 3 clusters Score -70437.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -70444.773438 Penalty: 662.103699
	Iteration 16Q: 3 clusters Score -70444.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -70453.375000 Penalty: 662.103699
	Iteration 17Q: 3 clusters Score -70453.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -70462.492188 Penalty: 662.103699
	Iteration 18Q: 3 clusters Score -70462.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -70471.484375 Penalty: 662.103699
	Iteration 19Q: 3 clusters Score -70471.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -70478.632812 Penalty: 662.103699
	Iteration 20F: 3 clusters Score -70478.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -70483.601562 Penalty: 662.103699
	Iteration 21Q: 3 clusters Score -70483.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -70490.257812 Penalty: 662.103699
	Iteration 22Q: 3 clusters Score -70490.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -70496.421875 Penalty: 662.103699
	Iteration 23Q: 3 clusters Score -70496.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -70503.960938 Penalty: 662.103699
	Iteration 24Q: 3 clusters Score -70503.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -70513.507812 Penalty: 662.103699
	Iteration 25Q: 3 clusters Score -70513.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -70517.789062 Penalty: 662.103699
	Iteration 26Q: 3 clusters Score -70517.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -70522.476562 Penalty: 662.103699
	Iteration 27Q: 3 clusters Score -70522.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -70526.046875 Penalty: 662.103699
	Iteration 28Q: 3 clusters Score -70526.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -70528.242188 Penalty: 662.103699
	Iteration 29Q: 3 clusters Score -70528.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -70529.804688 Penalty: 662.103699
	Iteration 30Q: 3 clusters Score -70529.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -70534.015625 Penalty: 662.103699
	Iteration 31Q: 3 clusters Score -70534.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -70536.226562 Penalty: 662.103699
	Iteration 32Q: 3 clusters Score -70536.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -70540.148438 Penalty: 662.103699
	Iteration 33Q: 3 clusters Score -70540.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -70542.460938 Penalty: 662.103699
	Iteration 34Q: 3 clusters Score -70542.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -70543.789062 Penalty: 662.103699
	Iteration 35Q: 3 clusters Score -70543.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -70544.304688 Penalty: 662.103699
	Iteration 36Q: 3 clusters Score -70544.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -70544.304688 Penalty: 662.103699
	Iteration 37F: 3 clusters Score -70544.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Entering Unmasked Estep 
Score: -337103.968750 Penalty: 417.885834
	Iteration 0F: 2 clusters Score -337104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -330558.187500 Penalty: 835.771667
	Iteration 0F: 3 clusters Score -330558.2 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -333359.968750 Penalty: 835.771667
	Iteration 1F: 3 clusters Score -333360 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -333732.750000 Penalty: 835.771667
	Iteration 2F: 3 clusters Score -333732.8 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -334161.812500 Penalty: 835.771667
	Iteration 3F: 3 clusters Score -334161.8 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -334702.218750 Penalty: 835.771667
	Iteration 4F: 3 clusters Score -334702.2 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -335287.593750 Penalty: 835.771667
	Iteration 5F: 3 clusters Score -335287.6 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -335898.468750 Penalty: 835.771667
	Iteration 6F: 3 clusters Score -335898.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -336413.843750 Penalty: 835.771667
	Iteration 7F: 3 clusters Score -336413.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -336708.218750 Penalty: 835.771667
	Iteration 8Q: 3 clusters Score -336708.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -336855.250000 Penalty: 835.771667
	Iteration 9Q: 3 clusters Score -336855.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -336927.218750 Penalty: 835.771667
	Iteration 10Q: 3 clusters Score -336927.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -336964.968750 Penalty: 835.771667
	Iteration 11Q: 3 clusters Score -336965 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -336992.968750 Penalty: 835.771667
	Iteration 12Q: 3 clusters Score -336993 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -337014.968750 Penalty: 835.771667
	Iteration 13Q: 3 clusters Score -337015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -337031.343750 Penalty: 835.771667
	Iteration 14Q: 3 clusters Score -337031.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -337040.500000 Penalty: 835.771667
	Iteration 15Q: 3 clusters Score -337040.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -337050.875000 Penalty: 835.771667
	Iteration 16Q: 3 clusters Score -337050.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -337056.218750 Penalty: 835.771667
	Iteration 17Q: 3 clusters Score -337056.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -337067.031250 Penalty: 835.771667
	Iteration 18Q: 3 clusters Score -337067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -337072.875000 Penalty: 835.771667
	Iteration 19Q: 3 clusters Score -337072.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -337075.968750 Penalty: 835.771667
	Iteration 20F: 3 clusters Score -337076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -337080.218750 Penalty: 835.771667
	Iteration 21Q: 3 clusters Score -337080.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -337084.125000 Penalty: 835.771667
	Iteration 22Q: 3 clusters Score -337084.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -337093.937500 Penalty: 835.771667
	Iteration 23Q: 3 clusters Score -337093.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -337099.125000 Penalty: 835.771667
	Iteration 24Q: 3 clusters Score -337099.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -337102.562500 Penalty: 835.771667
	Iteration 25Q: 3 clusters Score -337102.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -337111.312500 Penalty: 835.771667
	Iteration 26Q: 3 clusters Score -337111.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -337117.312500 Penalty: 835.771667
	Iteration 27Q: 3 clusters Score -337117.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -337123.187500 Penalty: 835.771667
	Iteration 28Q: 3 clusters Score -337123.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -337126.281250 Penalty: 835.771667
	Iteration 29Q: 3 clusters Score -337126.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -337130.750000 Penalty: 835.771667
	Iteration 30Q: 3 clusters Score -337130.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -337138.531250 Penalty: 835.771667
	Iteration 31Q: 3 clusters Score -337138.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -337145.250000 Penalty: 835.771667
	Iteration 32Q: 3 clusters Score -337145.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -337155.125000 Penalty: 835.771667
	Iteration 33Q: 3 clusters Score -337155.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -337163.781250 Penalty: 835.771667
	Iteration 34Q: 3 clusters Score -337163.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -337171.406250 Penalty: 835.771667
	Iteration 35Q: 3 clusters Score -337171.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -337179.093750 Penalty: 835.771667
	Iteration 36Q: 3 clusters Score -337179.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -337189.031250 Penalty: 835.771667
	Iteration 37Q: 3 clusters Score -337189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -337196.000000 Penalty: 835.771667
	Iteration 38Q: 3 clusters Score -337196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -337206.812500 Penalty: 835.771667
	Iteration 39Q: 3 clusters Score -337206.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -337215.468750 Penalty: 835.771667
	Iteration 40F: 3 clusters Score -337215.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -337222.656250 Penalty: 835.771667
	Iteration 41Q: 3 clusters Score -337222.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -337227.968750 Penalty: 835.771667
	Iteration 42Q: 3 clusters Score -337228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -337231.250000 Penalty: 835.771667
	Iteration 43Q: 3 clusters Score -337231.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -337233.593750 Penalty: 835.771667
	Iteration 44Q: 3 clusters Score -337233.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -337235.687500 Penalty: 835.771667
	Iteration 45Q: 3 clusters Score -337235.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -337237.062500 Penalty: 835.771667
	Iteration 46Q: 3 clusters Score -337237.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -337237.000000 Penalty: 835.771667
	Iteration 47Q: 3 clusters Score -337237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -337237.812500 Penalty: 835.771667
	Iteration 48Q: 3 clusters Score -337237.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -337238.093750 Penalty: 835.771667
	Iteration 49Q: 3 clusters Score -337238.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -337238.093750 Penalty: 835.771667
	Iteration 50F: 3 clusters Score -337238.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 14901 members 
Mstep: Class 3 contains 7228 members 
Mstep: Class 4 contains 494205 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 603451 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 23526 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 11 contains 12507 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 8501 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 12763 members 
Mstep: Class 16 contains 4697 members 
Mstep: Class 17 contains 4036 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 7724 members 
Mstep: Class 20 contains 107928 members 
Mstep: Class 21 contains 1445 members 
Mstep: Class 22 contains 9184 members 
Mstep: Class 23 contains 2915 members 
Mstep: Class 24 contains 13209 members 
Mstep: Class 25 contains 8052 members 
Mstep: Class 26 contains 4111 members 
Mstep: Class 27 contains 1417 members 
Mstep: Class 28 contains 12269 members 
Mstep: Class 29 contains 559 members 
Entering Unmasked Estep 
Score: -50337476.000000 Penalty: 18662.175781
Splitting cluster 22 changes total score from -50315136.000000 to -50337476.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -120518.460938 Penalty: 362.981934
	Iteration 0F: 2 clusters Score -120518.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -118500.101562 Penalty: 725.963867
	Iteration 0F: 3 clusters Score -118500.1 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -119229.828125 Penalty: 725.963867
	Iteration 1F: 3 clusters Score -119229.8 nChanged 167
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: -119310.046875 Penalty: 725.963867
	Iteration 2F: 3 clusters Score -119310 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -119360.218750 Penalty: 725.963867
	Iteration 3Q: 3 clusters Score -119360.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -119407.585938 Penalty: 725.963867
	Iteration 4Q: 3 clusters Score -119407.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -119478.281250 Penalty: 725.963867
	Iteration 5Q: 3 clusters Score -119478.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -119579.914062 Penalty: 725.963867
	Iteration 6Q: 3 clusters Score -119579.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -119698.710938 Penalty: 725.963867
	Iteration 7Q: 3 clusters Score -119698.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -119798.679688 Penalty: 725.963867
	Iteration 8Q: 3 clusters Score -119798.7 nChanged 119
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: -119876.742188 Penalty: 725.963867
	Iteration 9Q: 3 clusters Score -119876.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -119910.320312 Penalty: 725.963867
	Iteration 10Q: 3 clusters Score -119910.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -119924.078125 Penalty: 725.963867
	Iteration 11Q: 3 clusters Score -119924.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -119932.156250 Penalty: 725.963867
	Iteration 12Q: 3 clusters Score -119932.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -119941.039062 Penalty: 725.963867
	Iteration 13Q: 3 clusters Score -119941 nChanged 27
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: -119946.945312 Penalty: 725.963867
	Iteration 14Q: 3 clusters Score -119946.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -119952.875000 Penalty: 725.963867
	Iteration 15Q: 3 clusters Score -119952.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -119956.703125 Penalty: 725.963867
	Iteration 16Q: 3 clusters Score -119956.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -119958.460938 Penalty: 725.963867
	Iteration 17Q: 3 clusters Score -119958.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -119960.570312 Penalty: 725.963867
	Iteration 18Q: 3 clusters Score -119960.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -119962.101562 Penalty: 725.963867
	Iteration 19Q: 3 clusters Score -119962.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -119963.226562 Penalty: 725.963867
	Iteration 20F: 3 clusters Score -119963.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -119964.468750 Penalty: 725.963867
	Iteration 21Q: 3 clusters Score -119964.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -119965.898438 Penalty: 725.963867
	Iteration 22Q: 3 clusters Score -119965.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -119966.929688 Penalty: 725.963867
	Iteration 23Q: 3 clusters Score -119966.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -119967.203125 Penalty: 725.963867
	Iteration 24Q: 3 clusters Score -119967.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -119967.750000 Penalty: 725.963867
	Iteration 25Q: 3 clusters Score -119967.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -119967.984375 Penalty: 725.963867
	Iteration 26Q: 3 clusters Score -119968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -119968.039062 Penalty: 725.963867
	Iteration 27Q: 3 clusters Score -119968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -119967.804688 Penalty: 725.963867
	Iteration 28Q: 3 clusters Score -119967.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -119968.031250 Penalty: 725.963867
	Iteration 29Q: 3 clusters Score -119968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -119968.031250 Penalty: 725.963867
	Iteration 30F: 3 clusters Score -119968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 3 contains 7228 members 
Mstep: Class 4 contains 494205 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 603451 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 11 contains 12507 members 
Mstep: Class 13 contains 8501 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 12763 members 
Mstep: Class 16 contains 4697 members 
Mstep: Class 17 contains 4036 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 7724 members 
Mstep: Class 20 contains 107928 members 
Mstep: Class 21 contains 1445 members 
Mstep: Class 22 contains 9184 members 
Mstep: Class 23 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50344268.000000 Penalty: 18662.175781
Iteration 39Q: 30 clusters Score -5.034427e+07 nChanged 11834
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 14412 members 
Mstep: Class 3 contains 7262 members 
Mstep: Class 4 contains 493557 members 
Mstep: Class 5 contains 6439 members 
Mstep: Class 6 contains 6786 members 
Mstep: Class 7 contains 603912 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 21733 members 
Mstep: Class 10 contains 1388 members 
Mstep: Class 11 contains 12666 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 8728 members 
Mstep: Class 14 contains 2845 members 
Mstep: Class 15 contains 12813 members 
Mstep: Class 16 contains 4844 members 
Mstep: Class 17 contains 4655 members 
Mstep: Class 18 contains 1501 members 
Mstep: Class 19 contains 7805 members 
Mstep: Class 20 contains 107853 members 
Mstep: Class 21 contains 1436 members 
Mstep: Class 22 contains 9413 members 
Mstep: Class 23 contains 3089 members 
Mstep: Class 24 contains 12916 members 
Mstep: Class 25 contains 7552 members 
Mstep: Class 26 contains 4137 members 
Mstep: Class 27 contains 1366 members 
Mstep: Class 28 contains 12123 members 
Mstep: Class 29 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50351348.000000 Penalty: 18662.175781
Iteration 40F: 30 clusters Score -5.035135e+07 nChanged 12631
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 16094 members 
Mstep: Class 3 contains 7165 members 
Mstep: Class 4 contains 492486 members 
Mstep: Class 5 contains 7088 members 
Mstep: Class 6 contains 6812 members 
Mstep: Class 7 contains 599633 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 21370 members 
Mstep: Class 10 contains 1341 members 
Mstep: Class 11 contains 12588 members 
Mstep: Class 12 contains 2159 members 
Mstep: Class 13 contains 8905 members 
Mstep: Class 14 contains 2753 members 
Mstep: Class 15 contains 12548 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 5100 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 7906 members 
Mstep: Class 20 contains 107635 members 
Mstep: Class 21 contains 1432 members 
Mstep: Class 22 contains 9367 members 
Mstep: Class 23 contains 3272 members 
Mstep: Class 24 contains 14651 members 
Mstep: Class 25 contains 7650 members 
Mstep: Class 26 contains 4165 members 
Mstep: Class 27 contains 1540 members 
Mstep: Class 28 contains 12587 members 
Mstep: Class 29 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50351648.000000 Penalty: 18662.175781
Iteration 41Q: 30 clusters Score -5.035165e+07 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 17366 members 
Mstep: Class 3 contains 7096 members 
Mstep: Class 4 contains 491620 members 
Mstep: Class 5 contains 7592 members 
Mstep: Class 6 contains 6846 members 
Mstep: Class 7 contains 595908 members 
Mstep: Class 8 contains 1773 members 
Mstep: Class 9 contains 21135 members 
Mstep: Class 10 contains 1321 members 
Mstep: Class 11 contains 12517 members 
Mstep: Class 12 contains 2257 members 
Mstep: Class 13 contains 9082 members 
Mstep: Class 14 contains 2692 members 
Mstep: Class 15 contains 12324 members 
Mstep: Class 16 contains 4914 members 
Mstep: Class 17 contains 5503 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 8000 members 
Mstep: Class 20 contains 107455 members 
Mstep: Class 21 contains 1419 members 
Mstep: Class 22 contains 9360 members 
Mstep: Class 23 contains 3523 members 
Mstep: Class 24 contains 16074 members 
Mstep: Class 25 contains 7775 members 
Mstep: Class 26 contains 4174 members 
Mstep: Class 27 contains 1677 members 
Mstep: Class 28 contains 12932 members 
Mstep: Class 29 contains 555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50351088.000000 Penalty: 18662.175781
Iteration 42Q: 30 clusters Score -5.035109e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 18388 members 
Mstep: Class 3 contains 7005 members 
Mstep: Class 4 contains 490879 members 
Mstep: Class 5 contains 8011 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 592720 members 
Mstep: Class 8 contains 1791 members 
Mstep: Class 9 contains 20917 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 12465 members 
Mstep: Class 12 contains 2319 members 
Mstep: Class 13 contains 9245 members 
Mstep: Class 14 contains 2640 members 
Mstep: Class 15 contains 12126 members 
Mstep: Class 16 contains 4941 members 
Mstep: Class 17 contains 5854 members 
Mstep: Class 18 contains 1655 members 
Mstep: Class 19 contains 8121 members 
Mstep: Class 20 contains 107309 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 9404 members 
Mstep: Class 23 contains 3804 members 
Mstep: Class 24 contains 17272 members 
Mstep: Class 25 contains 7876 members 
Mstep: Class 26 contains 4180 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 13215 members 
Mstep: Class 29 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50349992.000000 Penalty: 18662.175781
Iteration 43Q: 30 clusters Score -5.034999e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 19196 members 
Mstep: Class 3 contains 6940 members 
Mstep: Class 4 contains 490341 members 
Mstep: Class 5 contains 8356 members 
Mstep: Class 6 contains 6979 members 
Mstep: Class 7 contains 589998 members 
Mstep: Class 8 contains 1816 members 
Mstep: Class 9 contains 20717 members 
Mstep: Class 10 contains 1282 members 
Mstep: Class 11 contains 12419 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 9346 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 11956 members 
Mstep: Class 16 contains 4961 members 
Mstep: Class 17 contains 6223 members 
Mstep: Class 18 contains 1694 members 
Mstep: Class 19 contains 8221 members 
Mstep: Class 20 contains 107160 members 
Mstep: Class 21 contains 1401 members 
Mstep: Class 22 contains 9479 members 
Mstep: Class 23 contains 4089 members 
Mstep: Class 24 contains 18248 members 
Mstep: Class 25 contains 7980 members 
Mstep: Class 26 contains 4191 members 
Mstep: Class 27 contains 1976 members 
Mstep: Class 28 contains 13451 members 
Mstep: Class 29 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50348320.000000 Penalty: 18662.175781
Iteration 44Q: 30 clusters Score -5.034832e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 19861 members 
Mstep: Class 3 contains 6883 members 
Mstep: Class 4 contains 489893 members 
Mstep: Class 5 contains 8648 members 
Mstep: Class 6 contains 7017 members 
Mstep: Class 7 contains 587689 members 
Mstep: Class 8 contains 1844 members 
Mstep: Class 9 contains 20521 members 
Mstep: Class 10 contains 1268 members 
Mstep: Class 11 contains 12368 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 9443 members 
Mstep: Class 14 contains 2522 members 
Mstep: Class 15 contains 11830 members 
Mstep: Class 16 contains 4972 members 
Mstep: Class 17 contains 6568 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 8303 members 
Mstep: Class 20 contains 107021 members 
Mstep: Class 21 contains 1395 members 
Mstep: Class 22 contains 9563 members 
Mstep: Class 23 contains 4356 members 
Mstep: Class 24 contains 19058 members 
Mstep: Class 25 contains 8068 members 
Mstep: Class 26 contains 4211 members 
Mstep: Class 27 contains 2120 members 
Mstep: Class 28 contains 13664 members 
Mstep: Class 29 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50346884.000000 Penalty: 18662.175781
Iteration 45Q: 30 clusters Score -5.034688e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 20321 members 
Mstep: Class 3 contains 6837 members 
Mstep: Class 4 contains 489542 members 
Mstep: Class 5 contains 8895 members 
Mstep: Class 6 contains 7039 members 
Mstep: Class 7 contains 585803 members 
Mstep: Class 8 contains 1901 members 
Mstep: Class 9 contains 20284 members 
Mstep: Class 10 contains 1262 members 
Mstep: Class 11 contains 12316 members 
Mstep: Class 12 contains 2412 members 
Mstep: Class 13 contains 9548 members 
Mstep: Class 14 contains 2427 members 
Mstep: Class 15 contains 11710 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 6896 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 8381 members 
Mstep: Class 20 contains 106869 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 9745 members 
Mstep: Class 23 contains 4620 members 
Mstep: Class 24 contains 19726 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 4247 members 
Mstep: Class 27 contains 2257 members 
Mstep: Class 28 contains 13844 members 
Mstep: Class 29 contains 646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50345584.000000 Penalty: 18662.175781
Iteration 46Q: 30 clusters Score -5.034558e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 20708 members 
Mstep: Class 3 contains 6810 members 
Mstep: Class 4 contains 489284 members 
Mstep: Class 5 contains 9090 members 
Mstep: Class 6 contains 7042 members 
Mstep: Class 7 contains 584158 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 19986 members 
Mstep: Class 10 contains 1254 members 
Mstep: Class 11 contains 12283 members 
Mstep: Class 12 contains 2416 members 
Mstep: Class 13 contains 9646 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 11561 members 
Mstep: Class 16 contains 5006 members 
Mstep: Class 17 contains 7189 members 
Mstep: Class 18 contains 1771 members 
Mstep: Class 19 contains 8454 members 
Mstep: Class 20 contains 106739 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 9921 members 
Mstep: Class 23 contains 4864 members 
Mstep: Class 24 contains 20298 members 
Mstep: Class 25 contains 8268 members 
Mstep: Class 26 contains 4297 members 
Mstep: Class 27 contains 2399 members 
Mstep: Class 28 contains 14007 members 
Mstep: Class 29 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50345440.000000 Penalty: 18662.175781
Iteration 47Q: 30 clusters Score -5.034544e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 21033 members 
Mstep: Class 3 contains 6796 members 
Mstep: Class 4 contains 488979 members 
Mstep: Class 5 contains 9262 members 
Mstep: Class 6 contains 7045 members 
Mstep: Class 7 contains 582776 members 
Mstep: Class 8 contains 2086 members 
Mstep: Class 9 contains 19666 members 
Mstep: Class 10 contains 1247 members 
Mstep: Class 11 contains 12255 members 
Mstep: Class 12 contains 2420 members 
Mstep: Class 13 contains 9738 members 
Mstep: Class 14 contains 2217 members 
Mstep: Class 15 contains 11443 members 
Mstep: Class 16 contains 5028 members 
Mstep: Class 17 contains 7499 members 
Mstep: Class 18 contains 1796 members 
Mstep: Class 19 contains 8529 members 
Mstep: Class 20 contains 106588 members 
Mstep: Class 21 contains 1395 members 
Mstep: Class 22 contains 10102 members 
Mstep: Class 23 contains 5099 members 
Mstep: Class 24 contains 20757 members 
Mstep: Class 25 contains 8374 members 
Mstep: Class 26 contains 4366 members 
Mstep: Class 27 contains 2521 members 
Mstep: Class 28 contains 14157 members 
Mstep: Class 29 contains 656 members 
Entering Unmasked Estep 
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Score: -50346236.000000 Penalty: 18662.175781
Iteration 48Q: 30 clusters Score -5.034624e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 21281 members 
Mstep: Class 3 contains 6807 members 
Mstep: Class 4 contains 488641 members 
Mstep: Class 5 contains 9415 members 
Mstep: Class 6 contains 7056 members 
Mstep: Class 7 contains 581668 members 
Mstep: Class 8 contains 2173 members 
Mstep: Class 9 contains 19267 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 11 contains 12216 members 
Mstep: Class 12 contains 2422 members 
Mstep: Class 13 contains 9834 members 
Mstep: Class 14 contains 2112 members 
Mstep: Class 15 contains 11321 members 
Mstep: Class 16 contains 5053 members 
Mstep: Class 17 contains 7777 members 
Mstep: Class 18 contains 1816 members 
Mstep: Class 19 contains 8612 members 
Mstep: Class 20 contains 106451 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 10309 members 
Mstep: Class 23 contains 5326 members 
Mstep: Class 24 contains 21142 members 
Mstep: Class 25 contains 8474 members 
Mstep: Class 26 contains 4431 members 
Mstep: Class 27 contains 2637 members 
Mstep: Class 28 contains 14302 members 
Mstep: Class 29 contains 657 members 
Entering Unmasked Estep 
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Iteration 49Q: 30 clusters Score -5.034669e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 21473 members 
Mstep: Class 3 contains 6824 members 
Mstep: Class 4 contains 488297 members 
Mstep: Class 5 contains 9531 members 
Mstep: Class 6 contains 7061 members 
Mstep: Class 7 contains 580830 members 
Mstep: Class 8 contains 2232 members 
Mstep: Class 9 contains 18886 members 
Mstep: Class 10 contains 1247 members 
Mstep: Class 11 contains 12177 members 
Mstep: Class 12 contains 2422 members 
Mstep: Class 13 contains 9891 members 
Mstep: Class 14 contains 2042 members 
Mstep: Class 15 contains 11181 members 
Mstep: Class 16 contains 5086 members 
Mstep: Class 17 contains 8046 members 
Mstep: Class 18 contains 1836 members 
Mstep: Class 19 contains 8697 members 
Mstep: Class 20 contains 106358 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 10478 members 
Mstep: Class 23 contains 5533 members 
Mstep: Class 24 contains 21457 members 
Mstep: Class 25 contains 8566 members 
Mstep: Class 26 contains 4486 members 
Mstep: Class 27 contains 2734 members 
Mstep: Class 28 contains 14432 members 
Mstep: Class 29 contains 657 members 
Entering Unmasked Estep 
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Iteration 50Q: 30 clusters Score -5.034733e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 21657 members 
Mstep: Class 3 contains 6838 members 
Mstep: Class 4 contains 487953 members 
Mstep: Class 5 contains 9668 members 
Mstep: Class 6 contains 7086 members 
Mstep: Class 7 contains 580053 members 
Mstep: Class 8 contains 2297 members 
Mstep: Class 9 contains 18565 members 
Mstep: Class 10 contains 1244 members 
Mstep: Class 11 contains 12132 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 9901 members 
Mstep: Class 14 contains 1988 members 
Mstep: Class 15 contains 11027 members 
Mstep: Class 16 contains 5124 members 
Mstep: Class 17 contains 8311 members 
Mstep: Class 18 contains 1847 members 
Mstep: Class 19 contains 8792 members 
Mstep: Class 20 contains 106261 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 10656 members 
Mstep: Class 23 contains 5704 members 
Mstep: Class 24 contains 21721 members 
Mstep: Class 25 contains 8648 members 
Mstep: Class 26 contains 4508 members 
Mstep: Class 27 contains 2824 members 
Mstep: Class 28 contains 14556 members 
Mstep: Class 29 contains 660 members 
Entering Unmasked Estep 
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Iteration 51Q: 30 clusters Score -5.034805e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 21773 members 
Mstep: Class 3 contains 6869 members 
Mstep: Class 4 contains 487600 members 
Mstep: Class 5 contains 9800 members 
Mstep: Class 6 contains 7124 members 
Mstep: Class 7 contains 579421 members 
Mstep: Class 8 contains 2341 members 
Mstep: Class 9 contains 18275 members 
Mstep: Class 10 contains 1243 members 
Mstep: Class 11 contains 12096 members 
Mstep: Class 12 contains 2434 members 
Mstep: Class 13 contains 9919 members 
Mstep: Class 14 contains 1955 members 
Mstep: Class 15 contains 10895 members 
Mstep: Class 16 contains 5153 members 
Mstep: Class 17 contains 8569 members 
Mstep: Class 18 contains 1854 members 
Mstep: Class 19 contains 8880 members 
Mstep: Class 20 contains 106149 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 10814 members 
Mstep: Class 23 contains 5886 members 
Mstep: Class 24 contains 21907 members 
Mstep: Class 25 contains 8735 members 
Mstep: Class 26 contains 4523 members 
Mstep: Class 27 contains 2888 members 
Mstep: Class 28 contains 14659 members 
Mstep: Class 29 contains 660 members 
Entering Unmasked Estep 
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Iteration 52Q: 30 clusters Score -5.034845e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 21850 members 
Mstep: Class 3 contains 6879 members 
Mstep: Class 4 contains 487247 members 
Mstep: Class 5 contains 9924 members 
Mstep: Class 6 contains 7161 members 
Mstep: Class 7 contains 578867 members 
Mstep: Class 8 contains 2393 members 
Mstep: Class 9 contains 18029 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 12067 members 
Mstep: Class 12 contains 2436 members 
Mstep: Class 13 contains 9908 members 
Mstep: Class 14 contains 1916 members 
Mstep: Class 15 contains 10737 members 
Mstep: Class 16 contains 5177 members 
Mstep: Class 17 contains 8814 members 
Mstep: Class 18 contains 1863 members 
Mstep: Class 19 contains 8992 members 
Mstep: Class 20 contains 106073 members 
Mstep: Class 21 contains 1374 members 
Mstep: Class 22 contains 10965 members 
Mstep: Class 23 contains 6051 members 
Mstep: Class 24 contains 22072 members 
Mstep: Class 25 contains 8852 members 
Mstep: Class 26 contains 4542 members 
Mstep: Class 27 contains 2952 members 
Mstep: Class 28 contains 14750 members 
Mstep: Class 29 contains 659 members 
Entering Unmasked Estep 
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Iteration 53Q: 30 clusters Score -5.034856e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 21911 members 
Mstep: Class 3 contains 6895 members 
Mstep: Class 4 contains 486992 members 
Mstep: Class 5 contains 9988 members 
Mstep: Class 6 contains 7198 members 
Mstep: Class 7 contains 578348 members 
Mstep: Class 8 contains 2436 members 
Mstep: Class 9 contains 17824 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 12038 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 9878 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 10582 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 9083 members 
Mstep: Class 18 contains 1864 members 
Mstep: Class 19 contains 9114 members 
Mstep: Class 20 contains 106000 members 
Mstep: Class 21 contains 1368 members 
Mstep: Class 22 contains 11039 members 
Mstep: Class 23 contains 6209 members 
Mstep: Class 24 contains 22218 members 
Mstep: Class 25 contains 8968 members 
Mstep: Class 26 contains 4554 members 
Mstep: Class 27 contains 3011 members 
Mstep: Class 28 contains 14835 members 
Mstep: Class 29 contains 663 members 
Entering Unmasked Estep 
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Iteration 54Q: 30 clusters Score -5.034897e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 21952 members 
Mstep: Class 3 contains 6912 members 
Mstep: Class 4 contains 486754 members 
Mstep: Class 5 contains 10042 members 
Mstep: Class 6 contains 7243 members 
Mstep: Class 7 contains 577907 members 
Mstep: Class 8 contains 2479 members 
Mstep: Class 9 contains 17620 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 12009 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 9857 members 
Mstep: Class 14 contains 1836 members 
Mstep: Class 15 contains 10479 members 
Mstep: Class 16 contains 5221 members 
Mstep: Class 17 contains 9346 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 9242 members 
Mstep: Class 20 contains 105948 members 
Mstep: Class 21 contains 1359 members 
Mstep: Class 22 contains 11099 members 
Mstep: Class 23 contains 6331 members 
Mstep: Class 24 contains 22345 members 
Mstep: Class 25 contains 9081 members 
Mstep: Class 26 contains 4575 members 
Mstep: Class 27 contains 3056 members 
Mstep: Class 28 contains 14883 members 
Mstep: Class 29 contains 666 members 
Entering Unmasked Estep 
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Iteration 55Q: 30 clusters Score -5.034948e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 21993 members 
Mstep: Class 3 contains 6934 members 
Mstep: Class 4 contains 486487 members 
Mstep: Class 5 contains 10090 members 
Mstep: Class 6 contains 7280 members 
Mstep: Class 7 contains 577503 members 
Mstep: Class 8 contains 2517 members 
Mstep: Class 9 contains 17453 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 11971 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 9845 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 10363 members 
Mstep: Class 16 contains 5242 members 
Mstep: Class 17 contains 9555 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 9374 members 
Mstep: Class 20 contains 105963 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 11126 members 
Mstep: Class 23 contains 6441 members 
Mstep: Class 24 contains 22470 members 
Mstep: Class 25 contains 9184 members 
Mstep: Class 26 contains 4599 members 
Mstep: Class 27 contains 3099 members 
Mstep: Class 28 contains 14937 members 
Mstep: Class 29 contains 670 members 
Entering Unmasked Estep 
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Iteration 56Q: 30 clusters Score -5.03497e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 22040 members 
Mstep: Class 3 contains 6944 members 
Mstep: Class 4 contains 486266 members 
Mstep: Class 5 contains 10131 members 
Mstep: Class 6 contains 7314 members 
Mstep: Class 7 contains 577160 members 
Mstep: Class 8 contains 2547 members 
Mstep: Class 9 contains 17275 members 
Mstep: Class 10 contains 1229 members 
Mstep: Class 11 contains 11929 members 
Mstep: Class 12 contains 2449 members 
Mstep: Class 13 contains 9853 members 
Mstep: Class 14 contains 1773 members 
Mstep: Class 15 contains 10220 members 
Mstep: Class 16 contains 5266 members 
Mstep: Class 17 contains 9725 members 
Mstep: Class 18 contains 1877 members 
Mstep: Class 19 contains 9502 members 
Mstep: Class 20 contains 105997 members 
Mstep: Class 21 contains 1348 members 
Mstep: Class 22 contains 11121 members 
Mstep: Class 23 contains 6563 members 
Mstep: Class 24 contains 22573 members 
Mstep: Class 25 contains 9281 members 
Mstep: Class 26 contains 4608 members 
Mstep: Class 27 contains 3138 members 
Mstep: Class 28 contains 14980 members 
Mstep: Class 29 contains 672 members 
Entering Unmasked Estep 
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Iteration 57Q: 30 clusters Score -5.035005e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 22078 members 
Mstep: Class 3 contains 6943 members 
Mstep: Class 4 contains 486071 members 
Mstep: Class 5 contains 10186 members 
Mstep: Class 6 contains 7336 members 
Mstep: Class 7 contains 576871 members 
Mstep: Class 8 contains 2570 members 
Mstep: Class 9 contains 17093 members 
Mstep: Class 10 contains 1226 members 
Mstep: Class 11 contains 11893 members 
Mstep: Class 12 contains 2455 members 
Mstep: Class 13 contains 9875 members 
Mstep: Class 14 contains 1747 members 
Mstep: Class 15 contains 10046 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 9864 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 9645 members 
Mstep: Class 20 contains 106029 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 11095 members 
Mstep: Class 23 contains 6666 members 
Mstep: Class 24 contains 22667 members 
Mstep: Class 25 contains 9390 members 
Mstep: Class 26 contains 4618 members 
Mstep: Class 27 contains 3175 members 
Mstep: Class 28 contains 15010 members 
Mstep: Class 29 contains 677 members 
Entering Unmasked Estep 
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Score: -50350384.000000 Penalty: 18662.175781
Iteration 58Q: 30 clusters Score -5.035038e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 22108 members 
Mstep: Class 3 contains 6941 members 
Mstep: Class 4 contains 485902 members 
Mstep: Class 5 contains 10239 members 
Mstep: Class 6 contains 7342 members 
Mstep: Class 7 contains 576624 members 
Mstep: Class 8 contains 2607 members 
Mstep: Class 9 contains 16923 members 
Mstep: Class 10 contains 1229 members 
Mstep: Class 11 contains 11869 members 
Mstep: Class 12 contains 2453 members 
Mstep: Class 13 contains 9888 members 
Mstep: Class 14 contains 1727 members 
Mstep: Class 15 contains 9877 members 
Mstep: Class 16 contains 5310 members 
Mstep: Class 17 contains 9994 members 
Mstep: Class 18 contains 1901 members 
Mstep: Class 19 contains 9800 members 
Mstep: Class 20 contains 106049 members 
Mstep: Class 21 contains 1328 members 
Mstep: Class 22 contains 11061 members 
Mstep: Class 23 contains 6760 members 
Mstep: Class 24 contains 22735 members 
Mstep: Class 25 contains 9506 members 
Mstep: Class 26 contains 4622 members 
Mstep: Class 27 contains 3204 members 
Mstep: Class 28 contains 15040 members 
Mstep: Class 29 contains 673 members 
Entering Unmasked Estep 
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Score: -50350760.000000 Penalty: 18662.175781
Iteration 59Q: 30 clusters Score -5.035076e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 22133 members 
Mstep: Class 3 contains 6939 members 
Mstep: Class 4 contains 485761 members 
Mstep: Class 5 contains 10273 members 
Mstep: Class 6 contains 7346 members 
Mstep: Class 7 contains 576396 members 
Mstep: Class 8 contains 2644 members 
Mstep: Class 9 contains 16765 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 11846 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 9914 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 9718 members 
Mstep: Class 16 contains 5333 members 
Mstep: Class 17 contains 10102 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 9965 members 
Mstep: Class 20 contains 106059 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 11014 members 
Mstep: Class 23 contains 6859 members 
Mstep: Class 24 contains 22803 members 
Mstep: Class 25 contains 9608 members 
Mstep: Class 26 contains 4637 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 15063 members 
Mstep: Class 29 contains 668 members 
Entering Unmasked Estep 
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Iteration 60F: 30 clusters Score -5.035148e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 22110 members 
Mstep: Class 3 contains 6926 members 
Mstep: Class 4 contains 485596 members 
Mstep: Class 5 contains 10266 members 
Mstep: Class 6 contains 7361 members 
Mstep: Class 7 contains 576098 members 
Mstep: Class 8 contains 2748 members 
Mstep: Class 9 contains 16515 members 
Mstep: Class 10 contains 1230 members 
Mstep: Class 11 contains 11826 members 
Mstep: Class 12 contains 2445 members 
Mstep: Class 13 contains 9860 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 9546 members 
Mstep: Class 16 contains 5340 members 
Mstep: Class 17 contains 10297 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 10127 members 
Mstep: Class 20 contains 106082 members 
Mstep: Class 21 contains 1313 members 
Mstep: Class 22 contains 10987 members 
Mstep: Class 23 contains 7090 members 
Mstep: Class 24 contains 22799 members 
Mstep: Class 25 contains 9730 members 
Mstep: Class 26 contains 4614 members 
Mstep: Class 27 contains 3272 members 
Mstep: Class 28 contains 15099 members 
Mstep: Class 29 contains 745 members 
Entering Unmasked Estep 
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Iteration 61Q: 30 clusters Score -5.035202e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 22126 members 
Mstep: Class 3 contains 6920 members 
Mstep: Class 4 contains 485464 members 
Mstep: Class 5 contains 10245 members 
Mstep: Class 6 contains 7366 members 
Mstep: Class 7 contains 575688 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 16291 members 
Mstep: Class 10 contains 1230 members 
Mstep: Class 11 contains 11809 members 
Mstep: Class 12 contains 2435 members 
Mstep: Class 13 contains 9815 members 
Mstep: Class 14 contains 1734 members 
Mstep: Class 15 contains 9389 members 
Mstep: Class 16 contains 5353 members 
Mstep: Class 17 contains 10514 members 
Mstep: Class 18 contains 1932 members 
Mstep: Class 19 contains 10270 members 
Mstep: Class 20 contains 106104 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 10957 members 
Mstep: Class 23 contains 7323 members 
Mstep: Class 24 contains 22837 members 
Mstep: Class 25 contains 9825 members 
Mstep: Class 26 contains 4596 members 
Mstep: Class 27 contains 3313 members 
Mstep: Class 28 contains 15117 members 
Mstep: Class 29 contains 810 members 
Entering Unmasked Estep 
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Iteration 62Q: 30 clusters Score -5.03525e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 22150 members 
Mstep: Class 3 contains 6922 members 
Mstep: Class 4 contains 485338 members 
Mstep: Class 5 contains 10210 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 575267 members 
Mstep: Class 8 contains 2938 members 
Mstep: Class 9 contains 16056 members 
Mstep: Class 10 contains 1228 members 
Mstep: Class 11 contains 11799 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 9784 members 
Mstep: Class 14 contains 1747 members 
Mstep: Class 15 contains 9219 members 
Mstep: Class 16 contains 5364 members 
Mstep: Class 17 contains 10762 members 
Mstep: Class 18 contains 1944 members 
Mstep: Class 19 contains 10392 members 
Mstep: Class 20 contains 106123 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 10939 members 
Mstep: Class 23 contains 7573 members 
Mstep: Class 24 contains 22875 members 
Mstep: Class 25 contains 9902 members 
Mstep: Class 26 contains 4577 members 
Mstep: Class 27 contains 3359 members 
Mstep: Class 28 contains 15131 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
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Iteration 63Q: 30 clusters Score -5.035268e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 22166 members 
Mstep: Class 3 contains 6931 members 
Mstep: Class 4 contains 485231 members 
Mstep: Class 5 contains 10181 members 
Mstep: Class 6 contains 7396 members 
Mstep: Class 7 contains 574825 members 
Mstep: Class 8 contains 3010 members 
Mstep: Class 9 contains 15827 members 
Mstep: Class 10 contains 1228 members 
Mstep: Class 11 contains 11791 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 9767 members 
Mstep: Class 14 contains 1761 members 
Mstep: Class 15 contains 9049 members 
Mstep: Class 16 contains 5369 members 
Mstep: Class 17 contains 11003 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 10502 members 
Mstep: Class 20 contains 106148 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 10921 members 
Mstep: Class 23 contains 7844 members 
Mstep: Class 24 contains 22917 members 
Mstep: Class 25 contains 9968 members 
Mstep: Class 26 contains 4553 members 
Mstep: Class 27 contains 3394 members 
Mstep: Class 28 contains 15178 members 
Mstep: Class 29 contains 903 members 
Entering Unmasked Estep 
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Iteration 64Q: 30 clusters Score -5.035302e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 22190 members 
Mstep: Class 3 contains 6945 members 
Mstep: Class 4 contains 485117 members 
Mstep: Class 5 contains 10155 members 
Mstep: Class 6 contains 7396 members 
Mstep: Class 7 contains 574404 members 
Mstep: Class 8 contains 3081 members 
Mstep: Class 9 contains 15626 members 
Mstep: Class 10 contains 1228 members 
Mstep: Class 11 contains 11787 members 
Mstep: Class 12 contains 2421 members 
Mstep: Class 13 contains 9741 members 
Mstep: Class 14 contains 1775 members 
Mstep: Class 15 contains 8911 members 
Mstep: Class 16 contains 5374 members 
Mstep: Class 17 contains 11240 members 
Mstep: Class 18 contains 1952 members 
Mstep: Class 19 contains 10607 members 
Mstep: Class 20 contains 106153 members 
Mstep: Class 21 contains 1298 members 
Mstep: Class 22 contains 10901 members 
Mstep: Class 23 contains 8090 members 
Mstep: Class 24 contains 22980 members 
Mstep: Class 25 contains 10040 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 3422 members 
Mstep: Class 28 contains 15208 members 
Mstep: Class 29 contains 928 members 
Entering Unmasked Estep 
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Iteration 65Q: 30 clusters Score -5.03531e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 22222 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 485027 members 
Mstep: Class 5 contains 10120 members 
Mstep: Class 6 contains 7385 members 
Mstep: Class 7 contains 574008 members 
Mstep: Class 8 contains 3149 members 
Mstep: Class 9 contains 15419 members 
Mstep: Class 10 contains 1229 members 
Mstep: Class 11 contains 11783 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 9724 members 
Mstep: Class 14 contains 1782 members 
Mstep: Class 15 contains 8772 members 
Mstep: Class 16 contains 5378 members 
Mstep: Class 17 contains 11487 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 10712 members 
Mstep: Class 20 contains 106165 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 10907 members 
Mstep: Class 23 contains 8322 members 
Mstep: Class 24 contains 23011 members 
Mstep: Class 25 contains 10077 members 
Mstep: Class 26 contains 4521 members 
Mstep: Class 27 contains 3445 members 
Mstep: Class 28 contains 15233 members 
Mstep: Class 29 contains 952 members 
Entering Unmasked Estep 
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Iteration 66Q: 30 clusters Score -5.035344e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 22263 members 
Mstep: Class 3 contains 6978 members 
Mstep: Class 4 contains 484946 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 573655 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 15187 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 11776 members 
Mstep: Class 12 contains 2431 members 
Mstep: Class 13 contains 9698 members 
Mstep: Class 14 contains 1788 members 
Mstep: Class 15 contains 8678 members 
Mstep: Class 16 contains 5383 members 
Mstep: Class 17 contains 11730 members 
Mstep: Class 18 contains 1961 members 
Mstep: Class 19 contains 10807 members 
Mstep: Class 20 contains 106166 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 10884 members 
Mstep: Class 23 contains 8558 members 
Mstep: Class 24 contains 23017 members 
Mstep: Class 25 contains 10109 members 
Mstep: Class 26 contains 4505 members 
Mstep: Class 27 contains 3466 members 
Mstep: Class 28 contains 15260 members 
Mstep: Class 29 contains 972 members 
Entering Unmasked Estep 
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Iteration 67Q: 30 clusters Score -5.03536e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 22293 members 
Mstep: Class 3 contains 7005 members 
Mstep: Class 4 contains 484862 members 
Mstep: Class 5 contains 10015 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 573327 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 14975 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 11767 members 
Mstep: Class 12 contains 2439 members 
Mstep: Class 13 contains 9679 members 
Mstep: Class 14 contains 1799 members 
Mstep: Class 15 contains 8592 members 
Mstep: Class 16 contains 5385 members 
Mstep: Class 17 contains 11975 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 10901 members 
Mstep: Class 20 contains 106175 members 
Mstep: Class 21 contains 1274 members 
Mstep: Class 22 contains 10846 members 
Mstep: Class 23 contains 8785 members 
Mstep: Class 24 contains 23032 members 
Mstep: Class 25 contains 10132 members 
Mstep: Class 26 contains 4485 members 
Mstep: Class 27 contains 3488 members 
Mstep: Class 28 contains 15294 members 
Mstep: Class 29 contains 986 members 
Entering Unmasked Estep 
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Iteration 68Q: 30 clusters Score -5.035362e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 22309 members 
Mstep: Class 3 contains 7029 members 
Mstep: Class 4 contains 484780 members 
Mstep: Class 5 contains 9956 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 572999 members 
Mstep: Class 8 contains 3357 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 11759 members 
Mstep: Class 12 contains 2446 members 
Mstep: Class 13 contains 9669 members 
Mstep: Class 14 contains 1807 members 
Mstep: Class 15 contains 8518 members 
Mstep: Class 16 contains 5391 members 
Mstep: Class 17 contains 12227 members 
Mstep: Class 18 contains 1960 members 
Mstep: Class 19 contains 11013 members 
Mstep: Class 20 contains 106188 members 
Mstep: Class 21 contains 1267 members 
Mstep: Class 22 contains 10795 members 
Mstep: Class 23 contains 9027 members 
Mstep: Class 24 contains 23045 members 
Mstep: Class 25 contains 10157 members 
Mstep: Class 26 contains 4470 members 
Mstep: Class 27 contains 3504 members 
Mstep: Class 28 contains 15310 members 
Mstep: Class 29 contains 999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50353976.000000 Penalty: 18662.175781
Iteration 69Q: 30 clusters Score -5.035398e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 22312 members 
Mstep: Class 3 contains 7046 members 
Mstep: Class 4 contains 484697 members 
Mstep: Class 5 contains 9899 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 572718 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 9 contains 14527 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 11754 members 
Mstep: Class 12 contains 2444 members 
Mstep: Class 13 contains 9669 members 
Mstep: Class 14 contains 1810 members 
Mstep: Class 15 contains 8466 members 
Mstep: Class 16 contains 5399 members 
Mstep: Class 17 contains 12472 members 
Mstep: Class 18 contains 1964 members 
Mstep: Class 19 contains 11134 members 
Mstep: Class 20 contains 106185 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 10753 members 
Mstep: Class 23 contains 9257 members 
Mstep: Class 24 contains 23060 members 
Mstep: Class 25 contains 10170 members 
Mstep: Class 26 contains 4456 members 
Mstep: Class 27 contains 3522 members 
Mstep: Class 28 contains 15326 members 
Mstep: Class 29 contains 1008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50354268.000000 Penalty: 18662.175781
Iteration 70Q: 30 clusters Score -5.035427e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 22312 members 
Mstep: Class 3 contains 7061 members 
Mstep: Class 4 contains 484655 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 7386 members 
Mstep: Class 7 contains 572472 members 
Mstep: Class 8 contains 3449 members 
Mstep: Class 9 contains 14306 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 11745 members 
Mstep: Class 12 contains 2443 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 1813 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 5404 members 
Mstep: Class 17 contains 12696 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 106178 members 
Mstep: Class 21 contains 1245 members 
Mstep: Class 22 contains 10696 members 
Mstep: Class 23 contains 9502 members 
Mstep: Class 24 contains 23073 members 
Mstep: Class 25 contains 10175 members 
Mstep: Class 26 contains 4448 members 
Mstep: Class 27 contains 3533 members 
Mstep: Class 28 contains 15335 members 
Mstep: Class 29 contains 1014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50354392.000000 Penalty: 18662.175781
Iteration 71Q: 30 clusters Score -5.035439e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 22322 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 484646 members 
Mstep: Class 5 contains 9801 members 
Mstep: Class 6 contains 7378 members 
Mstep: Class 7 contains 572204 members 
Mstep: Class 8 contains 3484 members 
Mstep: Class 9 contains 14081 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 11735 members 
Mstep: Class 12 contains 2446 members 
Mstep: Class 13 contains 9670 members 
Mstep: Class 14 contains 1813 members 
Mstep: Class 15 contains 8334 members 
Mstep: Class 16 contains 5414 members 
Mstep: Class 17 contains 12911 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 11339 members 
Mstep: Class 20 contains 106184 members 
Mstep: Class 21 contains 1233 members 
Mstep: Class 22 contains 10652 members 
Mstep: Class 23 contains 9783 members 
Mstep: Class 24 contains 23072 members 
Mstep: Class 25 contains 10182 members 
Mstep: Class 26 contains 4443 members 
Mstep: Class 27 contains 3540 members 
Mstep: Class 28 contains 15326 members 
Mstep: Class 29 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50354736.000000 Penalty: 18662.175781
Iteration 72Q: 30 clusters Score -5.035474e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 22319 members 
Mstep: Class 3 contains 7101 members 
Mstep: Class 4 contains 484625 members 
Mstep: Class 5 contains 9734 members 
Mstep: Class 6 contains 7370 members 
Mstep: Class 7 contains 571977 members 
Mstep: Class 8 contains 3512 members 
Mstep: Class 9 contains 13845 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 11731 members 
Mstep: Class 12 contains 2449 members 
Mstep: Class 13 contains 9669 members 
Mstep: Class 14 contains 1821 members 
Mstep: Class 15 contains 8263 members 
Mstep: Class 16 contains 5417 members 
Mstep: Class 17 contains 13132 members 
Mstep: Class 18 contains 1986 members 
Mstep: Class 19 contains 11447 members 
Mstep: Class 20 contains 106170 members 
Mstep: Class 21 contains 1222 members 
Mstep: Class 22 contains 10605 members 
Mstep: Class 23 contains 10064 members 
Mstep: Class 24 contains 23077 members 
Mstep: Class 25 contains 10179 members 
Mstep: Class 26 contains 4438 members 
Mstep: Class 27 contains 3542 members 
Mstep: Class 28 contains 15330 members 
Mstep: Class 29 contains 1037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50354864.000000 Penalty: 18662.175781
Iteration 73Q: 30 clusters Score -5.035486e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 22323 members 
Mstep: Class 3 contains 7115 members 
Mstep: Class 4 contains 484619 members 
Mstep: Class 5 contains 9646 members 
Mstep: Class 6 contains 7363 members 
Mstep: Class 7 contains 571734 members 
Mstep: Class 8 contains 3527 members 
Mstep: Class 9 contains 13640 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 11724 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 9681 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 8213 members 
Mstep: Class 16 contains 5418 members 
Mstep: Class 17 contains 13359 members 
Mstep: Class 18 contains 1988 members 
Mstep: Class 19 contains 11551 members 
Mstep: Class 20 contains 106153 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 10553 members 
Mstep: Class 23 contains 10342 members 
Mstep: Class 24 contains 23095 members 
Mstep: Class 25 contains 10171 members 
Mstep: Class 26 contains 4432 members 
Mstep: Class 27 contains 3544 members 
Mstep: Class 28 contains 15333 members 
Mstep: Class 29 contains 1044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50354952.000000 Penalty: 18662.175781
Iteration 74Q: 30 clusters Score -5.035495e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 22320 members 
Mstep: Class 3 contains 7128 members 
Mstep: Class 4 contains 484636 members 
Mstep: Class 5 contains 9561 members 
Mstep: Class 6 contains 7349 members 
Mstep: Class 7 contains 571513 members 
Mstep: Class 8 contains 3534 members 
Mstep: Class 9 contains 13427 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 11722 members 
Mstep: Class 12 contains 2449 members 
Mstep: Class 13 contains 9697 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 8158 members 
Mstep: Class 16 contains 5417 members 
Mstep: Class 17 contains 13595 members 
Mstep: Class 18 contains 1996 members 
Mstep: Class 19 contains 11673 members 
Mstep: Class 20 contains 106143 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 10485 members 
Mstep: Class 23 contains 10608 members 
Mstep: Class 24 contains 23102 members 
Mstep: Class 25 contains 10161 members 
Mstep: Class 26 contains 4428 members 
Mstep: Class 27 contains 3544 members 
Mstep: Class 28 contains 15332 members 
Mstep: Class 29 contains 1052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355212.000000 Penalty: 18662.175781
Iteration 75Q: 30 clusters Score -5.035521e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 22334 members 
Mstep: Class 3 contains 7143 members 
Mstep: Class 4 contains 484645 members 
Mstep: Class 5 contains 9470 members 
Mstep: Class 6 contains 7340 members 
Mstep: Class 7 contains 571317 members 
Mstep: Class 8 contains 3545 members 
Mstep: Class 9 contains 13194 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 11719 members 
Mstep: Class 12 contains 2449 members 
Mstep: Class 13 contains 9709 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 8105 members 
Mstep: Class 16 contains 5415 members 
Mstep: Class 17 contains 13812 members 
Mstep: Class 18 contains 2000 members 
Mstep: Class 19 contains 11792 members 
Mstep: Class 20 contains 106142 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 10405 members 
Mstep: Class 23 contains 10876 members 
Mstep: Class 24 contains 23107 members 
Mstep: Class 25 contains 10147 members 
Mstep: Class 26 contains 4425 members 
Mstep: Class 27 contains 3543 members 
Mstep: Class 28 contains 15334 members 
Mstep: Class 29 contains 1064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355416.000000 Penalty: 18662.175781
Iteration 76Q: 30 clusters Score -5.035542e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 22343 members 
Mstep: Class 3 contains 7164 members 
Mstep: Class 4 contains 484633 members 
Mstep: Class 5 contains 9371 members 
Mstep: Class 6 contains 7336 members 
Mstep: Class 7 contains 571134 members 
Mstep: Class 8 contains 3549 members 
Mstep: Class 9 contains 12968 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 11715 members 
Mstep: Class 12 contains 2449 members 
Mstep: Class 13 contains 9718 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 8054 members 
Mstep: Class 16 contains 5416 members 
Mstep: Class 17 contains 14033 members 
Mstep: Class 18 contains 2003 members 
Mstep: Class 19 contains 11927 members 
Mstep: Class 20 contains 106141 members 
Mstep: Class 21 contains 1200 members 
Mstep: Class 22 contains 10320 members 
Mstep: Class 23 contains 11133 members 
Mstep: Class 24 contains 23125 members 
Mstep: Class 25 contains 10127 members 
Mstep: Class 26 contains 4424 members 
Mstep: Class 27 contains 3540 members 
Mstep: Class 28 contains 15332 members 
Mstep: Class 29 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355612.000000 Penalty: 18662.175781
Iteration 77Q: 30 clusters Score -5.035561e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 22346 members 
Mstep: Class 3 contains 7182 members 
Mstep: Class 4 contains 484629 members 
Mstep: Class 5 contains 9272 members 
Mstep: Class 6 contains 7336 members 
Mstep: Class 7 contains 570996 members 
Mstep: Class 8 contains 3554 members 
Mstep: Class 9 contains 12744 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 11710 members 
Mstep: Class 12 contains 2456 members 
Mstep: Class 13 contains 9738 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 7994 members 
Mstep: Class 16 contains 5415 members 
Mstep: Class 17 contains 14244 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 12064 members 
Mstep: Class 20 contains 106102 members 
Mstep: Class 21 contains 1199 members 
Mstep: Class 22 contains 10265 members 
Mstep: Class 23 contains 11373 members 
Mstep: Class 24 contains 23139 members 
Mstep: Class 25 contains 10100 members 
Mstep: Class 26 contains 4423 members 
Mstep: Class 27 contains 3538 members 
Mstep: Class 28 contains 15325 members 
Mstep: Class 29 contains 1092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50355816.000000 Penalty: 18662.175781
Iteration 78Q: 30 clusters Score -5.035582e+07 nChanged 1623
Entering ConstructFrom: 
Score: -50355816.000000 Penalty: 18662.175781
Entering ConstructFrom: 
Trying to split cluster 1 (14629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Entering Unmasked Estep 
Score: -519725.968750 Penalty: 436.379639
	Iteration 0F: 2 clusters Score -519726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -510015.781250 Penalty: 872.759277
	Iteration 0F: 3 clusters Score -510015.8 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -514353.093750 Penalty: 872.759277
	Iteration 1F: 3 clusters Score -514353.1 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -515153.156250 Penalty: 872.759277
	Iteration 2F: 3 clusters Score -515153.2 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -516097.625000 Penalty: 872.759277
	Iteration 3F: 3 clusters Score -516097.6 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -516925.937500 Penalty: 872.759277
	Iteration 4F: 3 clusters Score -516925.9 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -517544.812500 Penalty: 872.759277
	Iteration 5F: 3 clusters Score -517544.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -517979.218750 Penalty: 872.759277
	Iteration 6Q: 3 clusters Score -517979.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -518324.937500 Penalty: 872.759277
	Iteration 7Q: 3 clusters Score -518324.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -518628.437500 Penalty: 872.759277
	Iteration 8Q: 3 clusters Score -518628.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -518867.468750 Penalty: 872.759277
	Iteration 9Q: 3 clusters Score -518867.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -519086.406250 Penalty: 872.759277
	Iteration 10Q: 3 clusters Score -519086.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -519272.906250 Penalty: 872.759277
	Iteration 11Q: 3 clusters Score -519272.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -519377.437500 Penalty: 872.759277
	Iteration 12Q: 3 clusters Score -519377.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -519426.750000 Penalty: 872.759277
	Iteration 13Q: 3 clusters Score -519426.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -519460.968750 Penalty: 872.759277
	Iteration 14Q: 3 clusters Score -519461 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -519476.062500 Penalty: 872.759277
	Iteration 15Q: 3 clusters Score -519476.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -519482.843750 Penalty: 872.759277
	Iteration 16Q: 3 clusters Score -519482.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -519500.156250 Penalty: 872.759277
	Iteration 17Q: 3 clusters Score -519500.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -519520.812500 Penalty: 872.759277
	Iteration 18Q: 3 clusters Score -519520.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -519552.250000 Penalty: 872.759277
	Iteration 19Q: 3 clusters Score -519552.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -519586.593750 Penalty: 872.759277
	Iteration 20F: 3 clusters Score -519586.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -519609.000000 Penalty: 872.759277
	Iteration 21Q: 3 clusters Score -519609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -519618.250000 Penalty: 872.759277
	Iteration 22Q: 3 clusters Score -519618.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -519624.656250 Penalty: 872.759277
	Iteration 23Q: 3 clusters Score -519624.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -519627.562500 Penalty: 872.759277
	Iteration 24Q: 3 clusters Score -519627.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -519632.437500 Penalty: 872.759277
	Iteration 25Q: 3 clusters Score -519632.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -519632.843750 Penalty: 872.759277
	Iteration 26Q: 3 clusters Score -519632.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -519634.781250 Penalty: 872.759277
	Iteration 27Q: 3 clusters Score -519634.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -519636.031250 Penalty: 872.759277
	Iteration 28Q: 3 clusters Score -519636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -519636.843750 Penalty: 872.759277
	Iteration 29Q: 3 clusters Score -519636.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -519637.781250 Penalty: 872.759277
	Iteration 30Q: 3 clusters Score -519637.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -519639.312500 Penalty: 872.759277
	Iteration 31Q: 3 clusters Score -519639.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -519640.156250 Penalty: 872.759277
	Iteration 32Q: 3 clusters Score -519640.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -519640.812500 Penalty: 872.759277
	Iteration 33Q: 3 clusters Score -519640.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -519643.093750 Penalty: 872.759277
	Iteration 34Q: 3 clusters Score -519643.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -519644.343750 Penalty: 872.759277
	Iteration 35Q: 3 clusters Score -519644.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -519645.750000 Penalty: 872.759277
	Iteration 36Q: 3 clusters Score -519645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -519646.312500 Penalty: 872.759277
	Iteration 37Q: 3 clusters Score -519646.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -519647.781250 Penalty: 872.759277
	Iteration 38Q: 3 clusters Score -519647.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -519647.406250 Penalty: 872.759277
	Iteration 39Q: 3 clusters Score -519647.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -519648.406250 Penalty: 872.759277
	Iteration 40F: 3 clusters Score -519648.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -519648.250000 Penalty: 872.759277
	Iteration 41Q: 3 clusters Score -519648.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -519647.781250 Penalty: 872.759277
	Iteration 42Q: 3 clusters Score -519647.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -519648.718750 Penalty: 872.759277
	Iteration 43Q: 3 clusters Score -519648.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -519651.031250 Penalty: 872.759277
	Iteration 44Q: 3 clusters Score -519651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -519651.250000 Penalty: 872.759277
	Iteration 45Q: 3 clusters Score -519651.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -519651.250000 Penalty: 872.759277
	Iteration 46F: 3 clusters Score -519651.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Entering Unmasked Estep 
Score: -794509.437500 Penalty: 455.634949
	Iteration 0F: 2 clusters Score -794509.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -779636.750000 Penalty: 911.269897
	Iteration 0F: 3 clusters Score -779636.8 nChanged 10709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -786956.000000 Penalty: 911.269897
	Iteration 1F: 3 clusters Score -786956 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -788139.750000 Penalty: 911.269897
	Iteration 2F: 3 clusters Score -788139.8 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -789580.125000 Penalty: 911.269897
	Iteration 3F: 3 clusters Score -789580.1 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -790720.312500 Penalty: 911.269897
	Iteration 4F: 3 clusters Score -790720.3 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -791309.812500 Penalty: 911.269897
	Iteration 5F: 3 clusters Score -791309.8 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -791542.312500 Penalty: 911.269897
	Iteration 6Q: 3 clusters Score -791542.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -791679.562500 Penalty: 911.269897
	Iteration 7Q: 3 clusters Score -791679.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -791793.375000 Penalty: 911.269897
	Iteration 8Q: 3 clusters Score -791793.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -791915.750000 Penalty: 911.269897
	Iteration 9Q: 3 clusters Score -791915.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -792052.562500 Penalty: 911.269897
	Iteration 10Q: 3 clusters Score -792052.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -792204.937500 Penalty: 911.269897
	Iteration 11Q: 3 clusters Score -792204.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -792403.937500 Penalty: 911.269897
	Iteration 12Q: 3 clusters Score -792403.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -792666.437500 Penalty: 911.269897
	Iteration 13Q: 3 clusters Score -792666.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -792973.062500 Penalty: 911.269897
	Iteration 14Q: 3 clusters Score -792973.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -793395.437500 Penalty: 911.269897
	Iteration 15Q: 3 clusters Score -793395.4 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -793921.750000 Penalty: 911.269897
	Iteration 16Q: 3 clusters Score -793921.8 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -794522.062500 Penalty: 911.269897
	Iteration 17Q: 3 clusters Score -794522.1 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -795121.437500 Penalty: 911.269897
	Iteration 18Q: 3 clusters Score -795121.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -795449.562500 Penalty: 911.269897
	Iteration 19Q: 3 clusters Score -795449.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -795619.125000 Penalty: 911.269897
	Iteration 20F: 3 clusters Score -795619.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -795680.937500 Penalty: 911.269897
	Iteration 21Q: 3 clusters Score -795680.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -795701.062500 Penalty: 911.269897
	Iteration 22Q: 3 clusters Score -795701.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -795710.437500 Penalty: 911.269897
	Iteration 23Q: 3 clusters Score -795710.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -795712.750000 Penalty: 911.269897
	Iteration 24Q: 3 clusters Score -795712.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -795713.187500 Penalty: 911.269897
	Iteration 25Q: 3 clusters Score -795713.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -795714.187500 Penalty: 911.269897
	Iteration 26Q: 3 clusters Score -795714.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -795715.812500 Penalty: 911.269897
	Iteration 27Q: 3 clusters Score -795715.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -795717.562500 Penalty: 911.269897
	Iteration 28Q: 3 clusters Score -795717.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -795720.187500 Penalty: 911.269897
	Iteration 29Q: 3 clusters Score -795720.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -795719.125000 Penalty: 911.269897
	Iteration 30Q: 3 clusters Score -795719.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -795720.875000 Penalty: 911.269897
	Iteration 31Q: 3 clusters Score -795720.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -795719.625000 Penalty: 911.269897
	Iteration 32Q: 3 clusters Score -795719.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -795720.625000 Penalty: 911.269897
	Iteration 33Q: 3 clusters Score -795720.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -795718.687500 Penalty: 911.269897
	Iteration 34Q: 3 clusters Score -795718.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -795721.625000 Penalty: 911.269897
	Iteration 35Q: 3 clusters Score -795721.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -795720.000000 Penalty: 911.269897
	Iteration 36Q: 3 clusters Score -795720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -795720.250000 Penalty: 911.269897
	Iteration 37Q: 3 clusters Score -795720.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -795719.250000 Penalty: 911.269897
	Iteration 38Q: 3 clusters Score -795719.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -795719.500000 Penalty: 911.269897
	Iteration 39Q: 3 clusters Score -795719.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -795719.500000 Penalty: 911.269897
	Iteration 40F: 3 clusters Score -795719.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -795720.250000 Penalty: 911.269897
	Iteration 41Q: 3 clusters Score -795720.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -795720.437500 Penalty: 911.269897
	Iteration 42Q: 3 clusters Score -795720.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -795720.500000 Penalty: 911.269897
	Iteration 43Q: 3 clusters Score -795720.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -795719.187500 Penalty: 911.269897
	Iteration 44Q: 3 clusters Score -795719.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -795721.812500 Penalty: 911.269897
	Iteration 45Q: 3 clusters Score -795721.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -795720.375000 Penalty: 911.269897
	Iteration 46Q: 3 clusters Score -795720.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -795721.875000 Penalty: 911.269897
	Iteration 47Q: 3 clusters Score -795721.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -795720.437500 Penalty: 911.269897
	Iteration 48Q: 3 clusters Score -795720.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -795719.562500 Penalty: 911.269897
	Iteration 49Q: 3 clusters Score -795719.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -795722.125000 Penalty: 911.269897
	Iteration 50Q: 3 clusters Score -795722.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -795721.812500 Penalty: 911.269897
	Iteration 51Q: 3 clusters Score -795721.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -795721.937500 Penalty: 911.269897
	Iteration 52Q: 3 clusters Score -795721.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -795723.250000 Penalty: 911.269897
	Iteration 53Q: 3 clusters Score -795723.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -795725.062500 Penalty: 911.269897
	Iteration 54Q: 3 clusters Score -795725.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -795723.750000 Penalty: 911.269897
	Iteration 55Q: 3 clusters Score -795723.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -795723.687500 Penalty: 911.269897
	Iteration 56Q: 3 clusters Score -795723.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -795725.500000 Penalty: 911.269897
	Iteration 57Q: 3 clusters Score -795725.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -795725.250000 Penalty: 911.269897
	Iteration 58Q: 3 clusters Score -795725.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -795724.812500 Penalty: 911.269897
	Iteration 59Q: 3 clusters Score -795724.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -795725.250000 Penalty: 911.269897
	Iteration 60F: 3 clusters Score -795725.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -795725.375000 Penalty: 911.269897
	Iteration 61Q: 3 clusters Score -795725.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -795725.500000 Penalty: 911.269897
	Iteration 62Q: 3 clusters Score -795725.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -795725.312500 Penalty: 911.269897
	Iteration 63Q: 3 clusters Score -795725.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -795725.937500 Penalty: 911.269897
	Iteration 64Q: 3 clusters Score -795725.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -795725.750000 Penalty: 911.269897
	Iteration 65Q: 3 clusters Score -795725.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -795726.500000 Penalty: 911.269897
	Iteration 66Q: 3 clusters Score -795726.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -795727.187500 Penalty: 911.269897
	Iteration 67Q: 3 clusters Score -795727.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -795725.937500 Penalty: 911.269897
	Iteration 68Q: 3 clusters Score -795725.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -795727.625000 Penalty: 911.269897
	Iteration 69Q: 3 clusters Score -795727.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -795727.125000 Penalty: 911.269897
	Iteration 70Q: 3 clusters Score -795727.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -795727.125000 Penalty: 911.269897
	Iteration 71F: 3 clusters Score -795727.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 10025 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 484602 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 6 contains 7328 members 
Mstep: Class 7 contains 570834 members 
Mstep: Class 8 contains 3567 members 
Mstep: Class 9 contains 12561 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 11707 members 
Mstep: Class 12 contains 2456 members 
Mstep: Class 13 contains 9773 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 7935 members 
Mstep: Class 16 contains 5411 members 
Mstep: Class 17 contains 14468 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 12191 members 
Mstep: Class 20 contains 106081 members 
Mstep: Class 21 contains 1198 members 
Mstep: Class 22 contains 10232 members 
Mstep: Class 23 contains 11608 members 
Mstep: Class 24 contains 23146 members 
Mstep: Class 25 contains 10070 members 
Mstep: Class 26 contains 4424 members 
Mstep: Class 27 contains 3537 members 
Mstep: Class 28 contains 15318 members 
Mstep: Class 29 contains 1103 members 
Mstep: Class 30 contains 12311 members 
Entering Unmasked Estep 
Score: -50357316.000000 Penalty: 19305.699219
Splitting cluster 2 changes total score from -50355816.000000 to -50357316.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 3 (7196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Entering Unmasked Estep 
Score: -250810.234375 Penalty: 404.098267
	Iteration 0F: 2 clusters Score -250810.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -246070.531250 Penalty: 808.196533
	Iteration 0F: 3 clusters Score -246070.5 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -248090.765625 Penalty: 808.196533
	Iteration 1F: 3 clusters Score -248090.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -248403.296875 Penalty: 808.196533
	Iteration 2F: 3 clusters Score -248403.3 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -248787.437500 Penalty: 808.196533
	Iteration 3F: 3 clusters Score -248787.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -249183.703125 Penalty: 808.196533
	Iteration 4F: 3 clusters Score -249183.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -249508.906250 Penalty: 808.196533
	Iteration 5F: 3 clusters Score -249508.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -249745.656250 Penalty: 808.196533
	Iteration 6Q: 3 clusters Score -249745.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -249920.046875 Penalty: 808.196533
	Iteration 7Q: 3 clusters Score -249920 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -250029.171875 Penalty: 808.196533
	Iteration 8Q: 3 clusters Score -250029.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -250116.078125 Penalty: 808.196533
	Iteration 9Q: 3 clusters Score -250116.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -250183.421875 Penalty: 808.196533
	Iteration 10Q: 3 clusters Score -250183.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -250247.781250 Penalty: 808.196533
	Iteration 11Q: 3 clusters Score -250247.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -250294.468750 Penalty: 808.196533
	Iteration 12Q: 3 clusters Score -250294.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -250334.093750 Penalty: 808.196533
	Iteration 13Q: 3 clusters Score -250334.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -250367.203125 Penalty: 808.196533
	Iteration 14Q: 3 clusters Score -250367.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -250388.265625 Penalty: 808.196533
	Iteration 15Q: 3 clusters Score -250388.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -250399.250000 Penalty: 808.196533
	Iteration 16Q: 3 clusters Score -250399.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -250409.718750 Penalty: 808.196533
	Iteration 17Q: 3 clusters Score -250409.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -250418.203125 Penalty: 808.196533
	Iteration 18Q: 3 clusters Score -250418.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -250426.343750 Penalty: 808.196533
	Iteration 19Q: 3 clusters Score -250426.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -250434.859375 Penalty: 808.196533
	Iteration 20F: 3 clusters Score -250434.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -250442.296875 Penalty: 808.196533
	Iteration 21Q: 3 clusters Score -250442.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -250446.828125 Penalty: 808.196533
	Iteration 22Q: 3 clusters Score -250446.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -250452.546875 Penalty: 808.196533
	Iteration 23Q: 3 clusters Score -250452.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -250454.156250 Penalty: 808.196533
	Iteration 24Q: 3 clusters Score -250454.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -250455.484375 Penalty: 808.196533
	Iteration 25Q: 3 clusters Score -250455.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -250457.640625 Penalty: 808.196533
	Iteration 26Q: 3 clusters Score -250457.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -250459.906250 Penalty: 808.196533
	Iteration 27Q: 3 clusters Score -250459.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -250461.687500 Penalty: 808.196533
	Iteration 28Q: 3 clusters Score -250461.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -250464.515625 Penalty: 808.196533
	Iteration 29Q: 3 clusters Score -250464.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -250467.406250 Penalty: 808.196533
	Iteration 30Q: 3 clusters Score -250467.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -250470.109375 Penalty: 808.196533
	Iteration 31Q: 3 clusters Score -250470.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -250473.062500 Penalty: 808.196533
	Iteration 32Q: 3 clusters Score -250473.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -250475.312500 Penalty: 808.196533
	Iteration 33Q: 3 clusters Score -250475.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -250477.187500 Penalty: 808.196533
	Iteration 34Q: 3 clusters Score -250477.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -250479.484375 Penalty: 808.196533
	Iteration 35Q: 3 clusters Score -250479.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -250480.906250 Penalty: 808.196533
	Iteration 36Q: 3 clusters Score -250480.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -250481.906250 Penalty: 808.196533
	Iteration 37Q: 3 clusters Score -250481.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -250481.828125 Penalty: 808.196533
	Iteration 38Q: 3 clusters Score -250481.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -250482.156250 Penalty: 808.196533
	Iteration 39Q: 3 clusters Score -250482.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -250482.734375 Penalty: 808.196533
	Iteration 40F: 3 clusters Score -250482.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -250485.468750 Penalty: 808.196533
	Iteration 41Q: 3 clusters Score -250485.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -250486.062500 Penalty: 808.196533
	Iteration 42Q: 3 clusters Score -250486.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -250486.968750 Penalty: 808.196533
	Iteration 43Q: 3 clusters Score -250487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -250488.031250 Penalty: 808.196533
	Iteration 44Q: 3 clusters Score -250488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -250488.828125 Penalty: 808.196533
	Iteration 45Q: 3 clusters Score -250488.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -250489.609375 Penalty: 808.196533
	Iteration 46Q: 3 clusters Score -250489.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -250490.703125 Penalty: 808.196533
	Iteration 47Q: 3 clusters Score -250490.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -250492.046875 Penalty: 808.196533
	Iteration 48Q: 3 clusters Score -250492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -250493.515625 Penalty: 808.196533
	Iteration 49Q: 3 clusters Score -250493.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -250495.171875 Penalty: 808.196533
	Iteration 50Q: 3 clusters Score -250495.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -250495.171875 Penalty: 808.196533
	Iteration 51F: 3 clusters Score -250495.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (484602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484602 members 
Entering Unmasked Estep 
Score: -18569294.000000 Penalty: 595.644287
	Iteration 0F: 2 clusters Score -1.856929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241582 members 
Mstep: Class 2 contains 243020 members 
Entering Unmasked Estep 
Score: -18244494.000000 Penalty: 1191.288574
	Iteration 0F: 3 clusters Score -1.824449e+07 nChanged 240065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186503 members 
Mstep: Class 2 contains 298099 members 
Entering Unmasked Estep 
Score: -18403020.000000 Penalty: 1191.288574
	Iteration 1F: 3 clusters Score -1.840302e+07 nChanged 35782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151801 members 
Mstep: Class 2 contains 332801 members 
Entering Unmasked Estep 
Score: -18426956.000000 Penalty: 1191.288574
	Iteration 2F: 3 clusters Score -1.842696e+07 nChanged 44564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107775 members 
Mstep: Class 2 contains 376827 members 
Entering Unmasked Estep 
Score: -18466216.000000 Penalty: 1191.288574
	Iteration 3F: 3 clusters Score -1.846622e+07 nChanged 44303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63796 members 
Mstep: Class 2 contains 420806 members 
Entering Unmasked Estep 
Score: -18510160.000000 Penalty: 1191.288574
	Iteration 4F: 3 clusters Score -1.851016e+07 nChanged 32382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 453064 members 
Entering Unmasked Estep 
Score: -18541206.000000 Penalty: 1191.288574
	Iteration 5F: 3 clusters Score -1.854121e+07 nChanged 17411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 470443 members 
Entering Unmasked Estep 
Score: -18557052.000000 Penalty: 1191.288574
	Iteration 6Q: 3 clusters Score -1.855705e+07 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 478428 members 
Entering Unmasked Estep 
Score: -18564098.000000 Penalty: 1191.288574
	Iteration 7Q: 3 clusters Score -1.85641e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 481823 members 
Entering Unmasked Estep 
Score: -18566948.000000 Penalty: 1191.288574
	Iteration 8Q: 3 clusters Score -1.856695e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 483236 members 
Entering Unmasked Estep 
Score: -18568126.000000 Penalty: 1191.288574
	Iteration 9Q: 3 clusters Score -1.856813e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 483744 members 
Entering Unmasked Estep 
Score: -18568508.000000 Penalty: 1191.288574
	Iteration 10Q: 3 clusters Score -1.856851e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 483930 members 
Entering Unmasked Estep 
Score: -18568730.000000 Penalty: 1191.288574
	Iteration 11Q: 3 clusters Score -1.856873e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 484003 members 
Entering Unmasked Estep 
Score: -18568810.000000 Penalty: 1191.288574
	Iteration 12Q: 3 clusters Score -1.856881e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 484036 members 
Entering Unmasked Estep 
Score: -18568846.000000 Penalty: 1191.288574
	Iteration 13Q: 3 clusters Score -1.856885e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 484070 members 
Entering Unmasked Estep 
Score: -18568858.000000 Penalty: 1191.288574
	Iteration 14Q: 3 clusters Score -1.856886e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 484092 members 
Entering Unmasked Estep 
Score: -18568866.000000 Penalty: 1191.288574
	Iteration 15Q: 3 clusters Score -1.856887e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 484112 members 
Entering Unmasked Estep 
Score: -18568888.000000 Penalty: 1191.288574
	Iteration 16Q: 3 clusters Score -1.856889e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 484126 members 
Entering Unmasked Estep 
Score: -18568898.000000 Penalty: 1191.288574
	Iteration 17Q: 3 clusters Score -1.85689e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 484144 members 
Entering Unmasked Estep 
Score: -18568898.000000 Penalty: 1191.288574
	Iteration 18Q: 3 clusters Score -1.85689e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 484157 members 
Entering Unmasked Estep 
Score: -18568916.000000 Penalty: 1191.288574
	Iteration 19Q: 3 clusters Score -1.856892e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 484167 members 
Entering Unmasked Estep 
Score: -18568922.000000 Penalty: 1191.288574
	Iteration 20F: 3 clusters Score -1.856892e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 484173 members 
Entering Unmasked Estep 
Score: -18568912.000000 Penalty: 1191.288574
	Iteration 21Q: 3 clusters Score -1.856891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 484175 members 
Entering Unmasked Estep 
Score: -18568906.000000 Penalty: 1191.288574
	Iteration 22Q: 3 clusters Score -1.856891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 484175 members 
Entering Unmasked Estep 
Score: -18568916.000000 Penalty: 1191.288574
	Iteration 23Q: 3 clusters Score -1.856892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 484176 members 
Entering Unmasked Estep 
Score: -18568920.000000 Penalty: 1191.288574
	Iteration 24Q: 3 clusters Score -1.856892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 484176 members 
Entering Unmasked Estep 
Score: -18568916.000000 Penalty: 1191.288574
	Iteration 25Q: 3 clusters Score -1.856892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 484175 members 
Entering Unmasked Estep 
Score: -18568916.000000 Penalty: 1191.288574
	Iteration 26Q: 3 clusters Score -1.856892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 484173 members 
Entering Unmasked Estep 
Score: -18568932.000000 Penalty: 1191.288574
	Iteration 27Q: 3 clusters Score -1.856893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 484172 members 
Entering Unmasked Estep 
Score: -18568926.000000 Penalty: 1191.288574
	Iteration 28Q: 3 clusters Score -1.856893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 484172 members 
Entering Unmasked Estep 
Score: -18568926.000000 Penalty: 1191.288574
	Iteration 29F: 3 clusters Score -1.856893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Entering Unmasked Estep 
Score: -328825.437500 Penalty: 415.118073
	Iteration 0F: 2 clusters Score -328825.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -322712.500000 Penalty: 830.236145
	Iteration 0F: 3 clusters Score -322712.5 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -325511.875000 Penalty: 830.236145
	Iteration 1F: 3 clusters Score -325511.9 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -325929.437500 Penalty: 830.236145
	Iteration 2F: 3 clusters Score -325929.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -326350.156250 Penalty: 830.236145
	Iteration 3F: 3 clusters Score -326350.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -326841.281250 Penalty: 830.236145
	Iteration 4F: 3 clusters Score -326841.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -327215.500000 Penalty: 830.236145
	Iteration 5F: 3 clusters Score -327215.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -327420.625000 Penalty: 830.236145
	Iteration 6Q: 3 clusters Score -327420.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -327532.312500 Penalty: 830.236145
	Iteration 7Q: 3 clusters Score -327532.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -327609.375000 Penalty: 830.236145
	Iteration 8Q: 3 clusters Score -327609.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -327662.062500 Penalty: 830.236145
	Iteration 9Q: 3 clusters Score -327662.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -327711.750000 Penalty: 830.236145
	Iteration 10Q: 3 clusters Score -327711.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -327760.875000 Penalty: 830.236145
	Iteration 11Q: 3 clusters Score -327760.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -327813.843750 Penalty: 830.236145
	Iteration 12Q: 3 clusters Score -327813.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -327860.906250 Penalty: 830.236145
	Iteration 13Q: 3 clusters Score -327860.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -327908.687500 Penalty: 830.236145
	Iteration 14Q: 3 clusters Score -327908.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -327972.531250 Penalty: 830.236145
	Iteration 15Q: 3 clusters Score -327972.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -328046.656250 Penalty: 830.236145
	Iteration 16Q: 3 clusters Score -328046.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -328118.687500 Penalty: 830.236145
	Iteration 17Q: 3 clusters Score -328118.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -328180.718750 Penalty: 830.236145
	Iteration 18Q: 3 clusters Score -328180.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -328230.843750 Penalty: 830.236145
	Iteration 19Q: 3 clusters Score -328230.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -328265.468750 Penalty: 830.236145
	Iteration 20F: 3 clusters Score -328265.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -328291.750000 Penalty: 830.236145
	Iteration 21Q: 3 clusters Score -328291.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -328310.781250 Penalty: 830.236145
	Iteration 22Q: 3 clusters Score -328310.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -328324.687500 Penalty: 830.236145
	Iteration 23Q: 3 clusters Score -328324.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -328346.187500 Penalty: 830.236145
	Iteration 24Q: 3 clusters Score -328346.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -328360.656250 Penalty: 830.236145
	Iteration 25Q: 3 clusters Score -328360.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -328373.125000 Penalty: 830.236145
	Iteration 26Q: 3 clusters Score -328373.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -328382.031250 Penalty: 830.236145
	Iteration 27Q: 3 clusters Score -328382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -328386.593750 Penalty: 830.236145
	Iteration 28Q: 3 clusters Score -328386.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -328390.156250 Penalty: 830.236145
	Iteration 29Q: 3 clusters Score -328390.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -328392.781250 Penalty: 830.236145
	Iteration 30Q: 3 clusters Score -328392.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -328396.125000 Penalty: 830.236145
	Iteration 31Q: 3 clusters Score -328396.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -328398.500000 Penalty: 830.236145
	Iteration 32Q: 3 clusters Score -328398.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -328402.000000 Penalty: 830.236145
	Iteration 33Q: 3 clusters Score -328402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -328407.593750 Penalty: 830.236145
	Iteration 34Q: 3 clusters Score -328407.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -328410.593750 Penalty: 830.236145
	Iteration 35Q: 3 clusters Score -328410.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -328411.875000 Penalty: 830.236145
	Iteration 36Q: 3 clusters Score -328411.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -328411.750000 Penalty: 830.236145
	Iteration 37Q: 3 clusters Score -328411.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -328412.312500 Penalty: 830.236145
	Iteration 38Q: 3 clusters Score -328412.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -328413.187500 Penalty: 830.236145
	Iteration 39Q: 3 clusters Score -328413.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -328413.562500 Penalty: 830.236145
	Iteration 40F: 3 clusters Score -328413.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -328413.468750 Penalty: 830.236145
	Iteration 41Q: 3 clusters Score -328413.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -328414.718750 Penalty: 830.236145
	Iteration 42Q: 3 clusters Score -328414.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -328415.500000 Penalty: 830.236145
	Iteration 43Q: 3 clusters Score -328415.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -328416.156250 Penalty: 830.236145
	Iteration 44Q: 3 clusters Score -328416.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -328417.125000 Penalty: 830.236145
	Iteration 45Q: 3 clusters Score -328417.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -328417.156250 Penalty: 830.236145
	Iteration 46Q: 3 clusters Score -328417.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -328418.187500 Penalty: 830.236145
	Iteration 47Q: 3 clusters Score -328418.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -328421.125000 Penalty: 830.236145
	Iteration 48Q: 3 clusters Score -328421.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -328423.750000 Penalty: 830.236145
	Iteration 49Q: 3 clusters Score -328423.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -328424.156250 Penalty: 830.236145
	Iteration 50Q: 3 clusters Score -328424.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -328425.312500 Penalty: 830.236145
	Iteration 51Q: 3 clusters Score -328425.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -328426.000000 Penalty: 830.236145
	Iteration 52Q: 3 clusters Score -328426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -328428.156250 Penalty: 830.236145
	Iteration 53Q: 3 clusters Score -328428.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -328429.031250 Penalty: 830.236145
	Iteration 54Q: 3 clusters Score -328429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -328430.000000 Penalty: 830.236145
	Iteration 55Q: 3 clusters Score -328430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -328431.000000 Penalty: 830.236145
	Iteration 56Q: 3 clusters Score -328431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -328431.031250 Penalty: 830.236145
	Iteration 57Q: 3 clusters Score -328431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -328431.468750 Penalty: 830.236145
	Iteration 58Q: 3 clusters Score -328431.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -328431.968750 Penalty: 830.236145
	Iteration 59Q: 3 clusters Score -328432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -328432.562500 Penalty: 830.236145
	Iteration 60F: 3 clusters Score -328432.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -328433.281250 Penalty: 830.236145
	Iteration 61Q: 3 clusters Score -328433.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -328432.718750 Penalty: 830.236145
	Iteration 62Q: 3 clusters Score -328432.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -328433.000000 Penalty: 830.236145
	Iteration 63Q: 3 clusters Score -328433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -328434.343750 Penalty: 830.236145
	Iteration 64Q: 3 clusters Score -328434.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -328434.718750 Penalty: 830.236145
	Iteration 65Q: 3 clusters Score -328434.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -328435.375000 Penalty: 830.236145
	Iteration 66Q: 3 clusters Score -328435.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -328435.375000 Penalty: 830.236145
	Iteration 67Q: 3 clusters Score -328435.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -328434.906250 Penalty: 830.236145
	Iteration 68Q: 3 clusters Score -328434.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -328435.156250 Penalty: 830.236145
	Iteration 69Q: 3 clusters Score -328435.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -328435.156250 Penalty: 830.236145
	Iteration 70F: 3 clusters Score -328435.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Entering Unmasked Estep 
Score: -256686.609375 Penalty: 404.925323
	Iteration 0F: 2 clusters Score -256686.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -251770.031250 Penalty: 809.850647
	Iteration 0F: 3 clusters Score -251770 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -253877.437500 Penalty: 809.850647
	Iteration 1F: 3 clusters Score -253877.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -254189.750000 Penalty: 809.850647
	Iteration 2F: 3 clusters Score -254189.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -254541.671875 Penalty: 809.850647
	Iteration 3F: 3 clusters Score -254541.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -254867.109375 Penalty: 809.850647
	Iteration 4F: 3 clusters Score -254867.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -255184.828125 Penalty: 809.850647
	Iteration 5F: 3 clusters Score -255184.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -255457.015625 Penalty: 809.850647
	Iteration 6Q: 3 clusters Score -255457 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -255621.921875 Penalty: 809.850647
	Iteration 7Q: 3 clusters Score -255621.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -255746.781250 Penalty: 809.850647
	Iteration 8Q: 3 clusters Score -255746.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -255832.140625 Penalty: 809.850647
	Iteration 9Q: 3 clusters Score -255832.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -255901.187500 Penalty: 809.850647
	Iteration 10Q: 3 clusters Score -255901.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -255969.453125 Penalty: 809.850647
	Iteration 11Q: 3 clusters Score -255969.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -256018.921875 Penalty: 809.850647
	Iteration 12Q: 3 clusters Score -256018.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -256062.187500 Penalty: 809.850647
	Iteration 13Q: 3 clusters Score -256062.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -256104.500000 Penalty: 809.850647
	Iteration 14Q: 3 clusters Score -256104.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -256140.281250 Penalty: 809.850647
	Iteration 15Q: 3 clusters Score -256140.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -256173.968750 Penalty: 809.850647
	Iteration 16Q: 3 clusters Score -256174 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -256202.078125 Penalty: 809.850647
	Iteration 17Q: 3 clusters Score -256202.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -256225.203125 Penalty: 809.850647
	Iteration 18Q: 3 clusters Score -256225.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -256248.687500 Penalty: 809.850647
	Iteration 19Q: 3 clusters Score -256248.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -256280.843750 Penalty: 809.850647
	Iteration 20F: 3 clusters Score -256280.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -256301.281250 Penalty: 809.850647
	Iteration 21Q: 3 clusters Score -256301.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -256321.734375 Penalty: 809.850647
	Iteration 22Q: 3 clusters Score -256321.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -256339.968750 Penalty: 809.850647
	Iteration 23Q: 3 clusters Score -256340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -256352.296875 Penalty: 809.850647
	Iteration 24Q: 3 clusters Score -256352.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -256363.156250 Penalty: 809.850647
	Iteration 25Q: 3 clusters Score -256363.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -256374.703125 Penalty: 809.850647
	Iteration 26Q: 3 clusters Score -256374.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -256384.562500 Penalty: 809.850647
	Iteration 27Q: 3 clusters Score -256384.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -256391.453125 Penalty: 809.850647
	Iteration 28Q: 3 clusters Score -256391.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -256398.187500 Penalty: 809.850647
	Iteration 29Q: 3 clusters Score -256398.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -256405.625000 Penalty: 809.850647
	Iteration 30Q: 3 clusters Score -256405.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -256415.515625 Penalty: 809.850647
	Iteration 31Q: 3 clusters Score -256415.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -256426.203125 Penalty: 809.850647
	Iteration 32Q: 3 clusters Score -256426.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -256435.531250 Penalty: 809.850647
	Iteration 33Q: 3 clusters Score -256435.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -256450.109375 Penalty: 809.850647
	Iteration 34Q: 3 clusters Score -256450.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -256460.968750 Penalty: 809.850647
	Iteration 35Q: 3 clusters Score -256461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -256471.125000 Penalty: 809.850647
	Iteration 36Q: 3 clusters Score -256471.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -256482.312500 Penalty: 809.850647
	Iteration 37Q: 3 clusters Score -256482.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -256489.890625 Penalty: 809.850647
	Iteration 38Q: 3 clusters Score -256489.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -256496.578125 Penalty: 809.850647
	Iteration 39Q: 3 clusters Score -256496.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -256506.234375 Penalty: 809.850647
	Iteration 40F: 3 clusters Score -256506.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -256509.140625 Penalty: 809.850647
	Iteration 41Q: 3 clusters Score -256509.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -256515.281250 Penalty: 809.850647
	Iteration 42Q: 3 clusters Score -256515.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -256521.453125 Penalty: 809.850647
	Iteration 43Q: 3 clusters Score -256521.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -256525.203125 Penalty: 809.850647
	Iteration 44Q: 3 clusters Score -256525.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -256525.625000 Penalty: 809.850647
	Iteration 45Q: 3 clusters Score -256525.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -256525.812500 Penalty: 809.850647
	Iteration 46Q: 3 clusters Score -256525.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -256526.156250 Penalty: 809.850647
	Iteration 47Q: 3 clusters Score -256526.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -256526.156250 Penalty: 809.850647
	Iteration 48F: 3 clusters Score -256526.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (570834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570834 members 
Entering Unmasked Estep 
Score: -21959898.000000 Penalty: 603.095886
	Iteration 0F: 2 clusters Score -2.19599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285746 members 
Mstep: Class 2 contains 285088 members 
Entering Unmasked Estep 
Score: -21601106.000000 Penalty: 1206.191772
	Iteration 0F: 3 clusters Score -2.160111e+07 nChanged 282421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293507 members 
Mstep: Class 2 contains 277327 members 
Entering Unmasked Estep 
Score: -21780536.000000 Penalty: 1206.191772
	Iteration 1F: 3 clusters Score -2.178054e+07 nChanged 22837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298172 members 
Mstep: Class 2 contains 272662 members 
Entering Unmasked Estep 
Score: -21788488.000000 Penalty: 1206.191772
	Iteration 2Q: 3 clusters Score -2.178849e+07 nChanged 25240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306852 members 
Mstep: Class 2 contains 263982 members 
Entering Unmasked Estep 
Score: -21799952.000000 Penalty: 1206.191772
	Iteration 3Q: 3 clusters Score -2.179995e+07 nChanged 28511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320807 members 
Mstep: Class 2 contains 250027 members 
Entering Unmasked Estep 
Score: -21816372.000000 Penalty: 1206.191772
	Iteration 4Q: 3 clusters Score -2.181637e+07 nChanged 33277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340534 members 
Mstep: Class 2 contains 230300 members 
Entering Unmasked Estep 
Score: -21838672.000000 Penalty: 1206.191772
	Iteration 5F: 3 clusters Score -2.183867e+07 nChanged 37155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363263 members 
Mstep: Class 2 contains 207571 members 
Entering Unmasked Estep 
Score: -21864440.000000 Penalty: 1206.191772
	Iteration 6F: 3 clusters Score -2.186444e+07 nChanged 36447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384736 members 
Mstep: Class 2 contains 186098 members 
Entering Unmasked Estep 
Score: -21887302.000000 Penalty: 1206.191772
	Iteration 7F: 3 clusters Score -2.18873e+07 nChanged 30028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402416 members 
Mstep: Class 2 contains 168418 members 
Entering Unmasked Estep 
Score: -21900796.000000 Penalty: 1206.191772
	Iteration 8F: 3 clusters Score -2.19008e+07 nChanged 21862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418148 members 
Mstep: Class 2 contains 152686 members 
Entering Unmasked Estep 
Score: -21907458.000000 Penalty: 1206.191772
	Iteration 9Q: 3 clusters Score -2.190746e+07 nChanged 17069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432797 members 
Mstep: Class 2 contains 138037 members 
Entering Unmasked Estep 
Score: -21910756.000000 Penalty: 1206.191772
	Iteration 10Q: 3 clusters Score -2.191076e+07 nChanged 14889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446354 members 
Mstep: Class 2 contains 124480 members 
Entering Unmasked Estep 
Score: -21913586.000000 Penalty: 1206.191772
	Iteration 11Q: 3 clusters Score -2.191359e+07 nChanged 13395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458627 members 
Mstep: Class 2 contains 112207 members 
Entering Unmasked Estep 
Score: -21916912.000000 Penalty: 1206.191772
	Iteration 12Q: 3 clusters Score -2.191691e+07 nChanged 12032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469571 members 
Mstep: Class 2 contains 101263 members 
Entering Unmasked Estep 
Score: -21919648.000000 Penalty: 1206.191772
	Iteration 13Q: 3 clusters Score -2.191965e+07 nChanged 10697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479218 members 
Mstep: Class 2 contains 91616 members 
Entering Unmasked Estep 
Score: -21922656.000000 Penalty: 1206.191772
	Iteration 14Q: 3 clusters Score -2.192266e+07 nChanged 9529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487749 members 
Mstep: Class 2 contains 83085 members 
Entering Unmasked Estep 
Score: -21925514.000000 Penalty: 1206.191772
	Iteration 15Q: 3 clusters Score -2.192551e+07 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495207 members 
Mstep: Class 2 contains 75627 members 
Entering Unmasked Estep 
Score: -21928260.000000 Penalty: 1206.191772
	Iteration 16Q: 3 clusters Score -2.192826e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501811 members 
Mstep: Class 2 contains 69023 members 
Entering Unmasked Estep 
Score: -21930550.000000 Penalty: 1206.191772
	Iteration 17Q: 3 clusters Score -2.193055e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507558 members 
Mstep: Class 2 contains 63276 members 
Entering Unmasked Estep 
Score: -21932516.000000 Penalty: 1206.191772
	Iteration 18Q: 3 clusters Score -2.193252e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512552 members 
Mstep: Class 2 contains 58282 members 
Entering Unmasked Estep 
Score: -21934246.000000 Penalty: 1206.191772
	Iteration 19Q: 3 clusters Score -2.193425e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517122 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -21935764.000000 Penalty: 1206.191772
	Iteration 20F: 3 clusters Score -2.193576e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521251 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -21937450.000000 Penalty: 1206.191772
	Iteration 21Q: 3 clusters Score -2.193745e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525108 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -21939382.000000 Penalty: 1206.191772
	Iteration 22Q: 3 clusters Score -2.193938e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528660 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -21940898.000000 Penalty: 1206.191772
	Iteration 23Q: 3 clusters Score -2.19409e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531933 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -21942364.000000 Penalty: 1206.191772
	Iteration 24Q: 3 clusters Score -2.194236e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534844 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -21943814.000000 Penalty: 1206.191772
	Iteration 25Q: 3 clusters Score -2.194381e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537513 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -21945106.000000 Penalty: 1206.191772
	Iteration 26Q: 3 clusters Score -2.194511e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539967 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -21946328.000000 Penalty: 1206.191772
	Iteration 27Q: 3 clusters Score -2.194633e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542240 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -21947456.000000 Penalty: 1206.191772
	Iteration 28Q: 3 clusters Score -2.194746e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544324 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -21948502.000000 Penalty: 1206.191772
	Iteration 29Q: 3 clusters Score -2.19485e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546273 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -21949536.000000 Penalty: 1206.191772
	Iteration 30Q: 3 clusters Score -2.194954e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548031 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -21950352.000000 Penalty: 1206.191772
	Iteration 31Q: 3 clusters Score -2.195035e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549672 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -21951146.000000 Penalty: 1206.191772
	Iteration 32Q: 3 clusters Score -2.195115e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551133 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -21951986.000000 Penalty: 1206.191772
	Iteration 33Q: 3 clusters Score -2.195199e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552534 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -21952608.000000 Penalty: 1206.191772
	Iteration 34Q: 3 clusters Score -2.195261e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553735 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -21953032.000000 Penalty: 1206.191772
	Iteration 35Q: 3 clusters Score -2.195303e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554887 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -21953418.000000 Penalty: 1206.191772
	Iteration 36Q: 3 clusters Score -2.195342e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555949 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -21953866.000000 Penalty: 1206.191772
	Iteration 37Q: 3 clusters Score -2.195387e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556897 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -21954264.000000 Penalty: 1206.191772
	Iteration 38Q: 3 clusters Score -2.195426e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557808 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -21954700.000000 Penalty: 1206.191772
	Iteration 39Q: 3 clusters Score -2.19547e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558641 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -21955008.000000 Penalty: 1206.191772
	Iteration 40F: 3 clusters Score -2.195501e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559423 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -21955308.000000 Penalty: 1206.191772
	Iteration 41Q: 3 clusters Score -2.195531e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560143 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -21955624.000000 Penalty: 1206.191772
	Iteration 42Q: 3 clusters Score -2.195562e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560814 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -21955918.000000 Penalty: 1206.191772
	Iteration 43Q: 3 clusters Score -2.195592e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561399 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -21956188.000000 Penalty: 1206.191772
	Iteration 44Q: 3 clusters Score -2.195619e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561946 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -21956484.000000 Penalty: 1206.191772
	Iteration 45Q: 3 clusters Score -2.195648e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562440 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -21956658.000000 Penalty: 1206.191772
	Iteration 46Q: 3 clusters Score -2.195666e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562876 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -21956790.000000 Penalty: 1206.191772
	Iteration 47Q: 3 clusters Score -2.195679e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563340 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -21956948.000000 Penalty: 1206.191772
	Iteration 48Q: 3 clusters Score -2.195695e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563739 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -21957128.000000 Penalty: 1206.191772
	Iteration 49Q: 3 clusters Score -2.195713e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564102 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -21957234.000000 Penalty: 1206.191772
	Iteration 50Q: 3 clusters Score -2.195723e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564444 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -21957338.000000 Penalty: 1206.191772
	Iteration 51Q: 3 clusters Score -2.195734e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564742 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -21957434.000000 Penalty: 1206.191772
	Iteration 52Q: 3 clusters Score -2.195743e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565026 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -21957544.000000 Penalty: 1206.191772
	Iteration 53Q: 3 clusters Score -2.195754e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565303 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -21957630.000000 Penalty: 1206.191772
	Iteration 54Q: 3 clusters Score -2.195763e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565569 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -21957762.000000 Penalty: 1206.191772
	Iteration 55Q: 3 clusters Score -2.195776e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565803 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -21957868.000000 Penalty: 1206.191772
	Iteration 56Q: 3 clusters Score -2.195787e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566025 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -21957936.000000 Penalty: 1206.191772
	Iteration 57Q: 3 clusters Score -2.195794e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566241 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -21958068.000000 Penalty: 1206.191772
	Iteration 58Q: 3 clusters Score -2.195807e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566453 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -21958164.000000 Penalty: 1206.191772
	Iteration 59Q: 3 clusters Score -2.195816e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566655 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -21958254.000000 Penalty: 1206.191772
	Iteration 60F: 3 clusters Score -2.195825e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566856 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -21958266.000000 Penalty: 1206.191772
	Iteration 61Q: 3 clusters Score -2.195827e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567040 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -21958332.000000 Penalty: 1206.191772
	Iteration 62Q: 3 clusters Score -2.195833e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567219 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -21958416.000000 Penalty: 1206.191772
	Iteration 63Q: 3 clusters Score -2.195842e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567380 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -21958472.000000 Penalty: 1206.191772
	Iteration 64Q: 3 clusters Score -2.195847e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567511 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -21958508.000000 Penalty: 1206.191772
	Iteration 65Q: 3 clusters Score -2.195851e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567626 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -21958586.000000 Penalty: 1206.191772
	Iteration 66Q: 3 clusters Score -2.195859e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567727 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -21958572.000000 Penalty: 1206.191772
	Iteration 67Q: 3 clusters Score -2.195857e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567821 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -21958590.000000 Penalty: 1206.191772
	Iteration 68Q: 3 clusters Score -2.195859e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567918 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -21958598.000000 Penalty: 1206.191772
	Iteration 69Q: 3 clusters Score -2.19586e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568000 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -21958658.000000 Penalty: 1206.191772
	Iteration 70Q: 3 clusters Score -2.195866e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568089 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -21958676.000000 Penalty: 1206.191772
	Iteration 71Q: 3 clusters Score -2.195868e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568171 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -21958716.000000 Penalty: 1206.191772
	Iteration 72Q: 3 clusters Score -2.195872e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568240 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -21958742.000000 Penalty: 1206.191772
	Iteration 73Q: 3 clusters Score -2.195874e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568305 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -21958778.000000 Penalty: 1206.191772
	Iteration 74Q: 3 clusters Score -2.195878e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568367 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -21958782.000000 Penalty: 1206.191772
	Iteration 75Q: 3 clusters Score -2.195878e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568425 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -21958802.000000 Penalty: 1206.191772
	Iteration 76Q: 3 clusters Score -2.19588e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568482 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -21958864.000000 Penalty: 1206.191772
	Iteration 77Q: 3 clusters Score -2.195886e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568535 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -21958854.000000 Penalty: 1206.191772
	Iteration 78Q: 3 clusters Score -2.195885e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568587 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -21958868.000000 Penalty: 1206.191772
	Iteration 79Q: 3 clusters Score -2.195887e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568628 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -21958904.000000 Penalty: 1206.191772
	Iteration 80F: 3 clusters Score -2.19589e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568660 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -21958952.000000 Penalty: 1206.191772
	Iteration 81Q: 3 clusters Score -2.195895e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568690 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -21958920.000000 Penalty: 1206.191772
	Iteration 82Q: 3 clusters Score -2.195892e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568712 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -21958944.000000 Penalty: 1206.191772
	Iteration 83Q: 3 clusters Score -2.195894e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568734 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -21958952.000000 Penalty: 1206.191772
	Iteration 84Q: 3 clusters Score -2.195895e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568749 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -21958972.000000 Penalty: 1206.191772
	Iteration 85Q: 3 clusters Score -2.195897e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568764 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -21958958.000000 Penalty: 1206.191772
	Iteration 86Q: 3 clusters Score -2.195896e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568782 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -21958998.000000 Penalty: 1206.191772
	Iteration 87Q: 3 clusters Score -2.1959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568794 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -21959008.000000 Penalty: 1206.191772
	Iteration 88Q: 3 clusters Score -2.195901e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568811 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -21959020.000000 Penalty: 1206.191772
	Iteration 89Q: 3 clusters Score -2.195902e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568833 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -21959038.000000 Penalty: 1206.191772
	Iteration 90Q: 3 clusters Score -2.195904e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568852 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -21959024.000000 Penalty: 1206.191772
	Iteration 91Q: 3 clusters Score -2.195902e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568874 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -21959038.000000 Penalty: 1206.191772
	Iteration 92Q: 3 clusters Score -2.195904e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568892 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -21959042.000000 Penalty: 1206.191772
	Iteration 93Q: 3 clusters Score -2.195904e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568905 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -21959030.000000 Penalty: 1206.191772
	Iteration 94Q: 3 clusters Score -2.195903e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568924 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -21959026.000000 Penalty: 1206.191772
	Iteration 95Q: 3 clusters Score -2.195903e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568940 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -21959032.000000 Penalty: 1206.191772
	Iteration 96Q: 3 clusters Score -2.195903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568948 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -21959018.000000 Penalty: 1206.191772
	Iteration 97Q: 3 clusters Score -2.195902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568959 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -21959034.000000 Penalty: 1206.191772
	Iteration 98Q: 3 clusters Score -2.195903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568963 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -21959034.000000 Penalty: 1206.191772
	Iteration 99Q: 3 clusters Score -2.195903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568967 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -21959044.000000 Penalty: 1206.191772
	Iteration 100F: 3 clusters Score -2.195904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568976 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -21959046.000000 Penalty: 1206.191772
	Iteration 101Q: 3 clusters Score -2.195905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568981 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -21959046.000000 Penalty: 1206.191772
	Iteration 102Q: 3 clusters Score -2.195905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568985 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -21959050.000000 Penalty: 1206.191772
	Iteration 103Q: 3 clusters Score -2.195905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568989 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -21959044.000000 Penalty: 1206.191772
	Iteration 104Q: 3 clusters Score -2.195904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568993 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -21959038.000000 Penalty: 1206.191772
	Iteration 105Q: 3 clusters Score -2.195904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568997 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -21959046.000000 Penalty: 1206.191772
	Iteration 106Q: 3 clusters Score -2.195905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569003 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -21959046.000000 Penalty: 1206.191772
	Iteration 107Q: 3 clusters Score -2.195905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569009 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -21959070.000000 Penalty: 1206.191772
	Iteration 108Q: 3 clusters Score -2.195907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569017 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -21959058.000000 Penalty: 1206.191772
	Iteration 109Q: 3 clusters Score -2.195906e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569025 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -21959092.000000 Penalty: 1206.191772
	Iteration 110Q: 3 clusters Score -2.195909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569034 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -21959096.000000 Penalty: 1206.191772
	Iteration 111Q: 3 clusters Score -2.19591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569042 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -21959100.000000 Penalty: 1206.191772
	Iteration 112Q: 3 clusters Score -2.19591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569052 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -21959100.000000 Penalty: 1206.191772
	Iteration 113Q: 3 clusters Score -2.19591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569057 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -21959084.000000 Penalty: 1206.191772
	Iteration 114Q: 3 clusters Score -2.195908e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569064 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -21959078.000000 Penalty: 1206.191772
	Iteration 115Q: 3 clusters Score -2.195908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569071 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -21959094.000000 Penalty: 1206.191772
	Iteration 116Q: 3 clusters Score -2.195909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569078 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -21959100.000000 Penalty: 1206.191772
	Iteration 117Q: 3 clusters Score -2.19591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569082 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -21959116.000000 Penalty: 1206.191772
	Iteration 118Q: 3 clusters Score -2.195912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569089 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -21959110.000000 Penalty: 1206.191772
	Iteration 119Q: 3 clusters Score -2.195911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569093 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -21959112.000000 Penalty: 1206.191772
	Iteration 120F: 3 clusters Score -2.195911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569098 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -21959124.000000 Penalty: 1206.191772
	Iteration 121Q: 3 clusters Score -2.195912e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569106 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -21959140.000000 Penalty: 1206.191772
	Iteration 122Q: 3 clusters Score -2.195914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569113 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -21959152.000000 Penalty: 1206.191772
	Iteration 123Q: 3 clusters Score -2.195915e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569128 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -21959142.000000 Penalty: 1206.191772
	Iteration 124Q: 3 clusters Score -2.195914e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569141 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -21959120.000000 Penalty: 1206.191772
	Iteration 125Q: 3 clusters Score -2.195912e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569149 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -21959126.000000 Penalty: 1206.191772
	Iteration 126Q: 3 clusters Score -2.195913e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569160 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -21959120.000000 Penalty: 1206.191772
	Iteration 127Q: 3 clusters Score -2.195912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569171 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -21959142.000000 Penalty: 1206.191772
	Iteration 128Q: 3 clusters Score -2.195914e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569184 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -21959126.000000 Penalty: 1206.191772
	Iteration 129Q: 3 clusters Score -2.195913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569195 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -21959126.000000 Penalty: 1206.191772
	Iteration 130Q: 3 clusters Score -2.195913e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569204 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -21959144.000000 Penalty: 1206.191772
	Iteration 131Q: 3 clusters Score -2.195914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569206 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -21959150.000000 Penalty: 1206.191772
	Iteration 132Q: 3 clusters Score -2.195915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569213 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -21959166.000000 Penalty: 1206.191772
	Iteration 133Q: 3 clusters Score -2.195917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569221 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -21959156.000000 Penalty: 1206.191772
	Iteration 134Q: 3 clusters Score -2.195916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569229 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -21959148.000000 Penalty: 1206.191772
	Iteration 135Q: 3 clusters Score -2.195915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569236 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -21959166.000000 Penalty: 1206.191772
	Iteration 136Q: 3 clusters Score -2.195917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569242 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -21959158.000000 Penalty: 1206.191772
	Iteration 137Q: 3 clusters Score -2.195916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569245 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -21959160.000000 Penalty: 1206.191772
	Iteration 138Q: 3 clusters Score -2.195916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569250 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -21959174.000000 Penalty: 1206.191772
	Iteration 139Q: 3 clusters Score -2.195917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569252 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -21959166.000000 Penalty: 1206.191772
	Iteration 140F: 3 clusters Score -2.195917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569257 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -21959176.000000 Penalty: 1206.191772
	Iteration 141Q: 3 clusters Score -2.195918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569266 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -21959192.000000 Penalty: 1206.191772
	Iteration 142Q: 3 clusters Score -2.195919e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569279 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -21959158.000000 Penalty: 1206.191772
	Iteration 143Q: 3 clusters Score -2.195916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569285 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -21959154.000000 Penalty: 1206.191772
	Iteration 144Q: 3 clusters Score -2.195915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569291 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -21959162.000000 Penalty: 1206.191772
	Iteration 145Q: 3 clusters Score -2.195916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569292 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -21959160.000000 Penalty: 1206.191772
	Iteration 146Q: 3 clusters Score -2.195916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569292 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -21959160.000000 Penalty: 1206.191772
	Iteration 147F: 3 clusters Score -2.195916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Entering Unmasked Estep 
Score: -125577.921875 Penalty: 372.166351
	Iteration 0F: 2 clusters Score -125577.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -123136.148438 Penalty: 744.332703
	Iteration 0F: 3 clusters Score -123136.1 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -124172.070312 Penalty: 744.332703
	Iteration 1F: 3 clusters Score -124172.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -124428.937500 Penalty: 744.332703
	Iteration 2F: 3 clusters Score -124428.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -124618.007812 Penalty: 744.332703
	Iteration 3F: 3 clusters Score -124618 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -124725.492188 Penalty: 744.332703
	Iteration 4F: 3 clusters Score -124725.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -124797.101562 Penalty: 744.332703
	Iteration 5Q: 3 clusters Score -124797.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -124846.281250 Penalty: 744.332703
	Iteration 6Q: 3 clusters Score -124846.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -124905.468750 Penalty: 744.332703
	Iteration 7Q: 3 clusters Score -124905.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -124948.390625 Penalty: 744.332703
	Iteration 8Q: 3 clusters Score -124948.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -124975.179688 Penalty: 744.332703
	Iteration 9Q: 3 clusters Score -124975.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -124997.445312 Penalty: 744.332703
	Iteration 10Q: 3 clusters Score -124997.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -125012.523438 Penalty: 744.332703
	Iteration 11Q: 3 clusters Score -125012.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -125019.921875 Penalty: 744.332703
	Iteration 12Q: 3 clusters Score -125019.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -125025.968750 Penalty: 744.332703
	Iteration 13Q: 3 clusters Score -125026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -125030.375000 Penalty: 744.332703
	Iteration 14Q: 3 clusters Score -125030.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -125032.773438 Penalty: 744.332703
	Iteration 15Q: 3 clusters Score -125032.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -125035.289062 Penalty: 744.332703
	Iteration 16Q: 3 clusters Score -125035.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -125036.289062 Penalty: 744.332703
	Iteration 17Q: 3 clusters Score -125036.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -125037.734375 Penalty: 744.332703
	Iteration 18Q: 3 clusters Score -125037.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -125039.867188 Penalty: 744.332703
	Iteration 19Q: 3 clusters Score -125039.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -125042.132812 Penalty: 744.332703
	Iteration 20F: 3 clusters Score -125042.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -125043.546875 Penalty: 744.332703
	Iteration 21Q: 3 clusters Score -125043.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -125044.164062 Penalty: 744.332703
	Iteration 22Q: 3 clusters Score -125044.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -125045.226562 Penalty: 744.332703
	Iteration 23Q: 3 clusters Score -125045.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -125046.257812 Penalty: 744.332703
	Iteration 24Q: 3 clusters Score -125046.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -125047.453125 Penalty: 744.332703
	Iteration 25Q: 3 clusters Score -125047.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -125048.148438 Penalty: 744.332703
	Iteration 26Q: 3 clusters Score -125048.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -125048.734375 Penalty: 744.332703
	Iteration 27Q: 3 clusters Score -125048.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -125049.695312 Penalty: 744.332703
	Iteration 28Q: 3 clusters Score -125049.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -125051.468750 Penalty: 744.332703
	Iteration 29Q: 3 clusters Score -125051.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -125052.656250 Penalty: 744.332703
	Iteration 30Q: 3 clusters Score -125052.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -125055.437500 Penalty: 744.332703
	Iteration 31Q: 3 clusters Score -125055.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -125056.562500 Penalty: 744.332703
	Iteration 32Q: 3 clusters Score -125056.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -125058.226562 Penalty: 744.332703
	Iteration 33Q: 3 clusters Score -125058.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -125059.664062 Penalty: 744.332703
	Iteration 34Q: 3 clusters Score -125059.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -125060.453125 Penalty: 744.332703
	Iteration 35Q: 3 clusters Score -125060.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -125061.632812 Penalty: 744.332703
	Iteration 36Q: 3 clusters Score -125061.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -125062.710938 Penalty: 744.332703
	Iteration 37Q: 3 clusters Score -125062.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -125063.593750 Penalty: 744.332703
	Iteration 38Q: 3 clusters Score -125063.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -125064.531250 Penalty: 744.332703
	Iteration 39Q: 3 clusters Score -125064.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -125065.304688 Penalty: 744.332703
	Iteration 40F: 3 clusters Score -125065.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -125065.757812 Penalty: 744.332703
	Iteration 41Q: 3 clusters Score -125065.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -125066.468750 Penalty: 744.332703
	Iteration 42Q: 3 clusters Score -125066.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -125066.906250 Penalty: 744.332703
	Iteration 43Q: 3 clusters Score -125066.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -125067.335938 Penalty: 744.332703
	Iteration 44Q: 3 clusters Score -125067.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -125067.546875 Penalty: 744.332703
	Iteration 45Q: 3 clusters Score -125067.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -125067.960938 Penalty: 744.332703
	Iteration 46Q: 3 clusters Score -125068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -125068.781250 Penalty: 744.332703
	Iteration 47Q: 3 clusters Score -125068.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -125070.507812 Penalty: 744.332703
	Iteration 48Q: 3 clusters Score -125070.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -125071.703125 Penalty: 744.332703
	Iteration 49Q: 3 clusters Score -125071.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -125071.968750 Penalty: 744.332703
	Iteration 50Q: 3 clusters Score -125072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -125072.062500 Penalty: 744.332703
	Iteration 51Q: 3 clusters Score -125072.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -125072.062500 Penalty: 744.332703
	Iteration 52F: 3 clusters Score -125072.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Entering Unmasked Estep 
Score: -440694.843750 Penalty: 429.445007
	Iteration 0F: 2 clusters Score -440694.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -432333.187500 Penalty: 858.890015
	Iteration 0F: 3 clusters Score -432333.2 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -435837.281250 Penalty: 858.890015
	Iteration 1F: 3 clusters Score -435837.3 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -436222.375000 Penalty: 858.890015
	Iteration 2F: 3 clusters Score -436222.4 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -436675.250000 Penalty: 858.890015
	Iteration 3F: 3 clusters Score -436675.2 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -437271.437500 Penalty: 858.890015
	Iteration 4F: 3 clusters Score -437271.4 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -438035.968750 Penalty: 858.890015
	Iteration 5F: 3 clusters Score -438036 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -438761.593750 Penalty: 858.890015
	Iteration 6F: 3 clusters Score -438761.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -439190.781250 Penalty: 858.890015
	Iteration 7Q: 3 clusters Score -439190.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -439403.781250 Penalty: 858.890015
	Iteration 8Q: 3 clusters Score -439403.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -439549.531250 Penalty: 858.890015
	Iteration 9Q: 3 clusters Score -439549.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -439688.750000 Penalty: 858.890015
	Iteration 10Q: 3 clusters Score -439688.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -439841.531250 Penalty: 858.890015
	Iteration 11Q: 3 clusters Score -439841.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -439952.187500 Penalty: 858.890015
	Iteration 12Q: 3 clusters Score -439952.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -440040.781250 Penalty: 858.890015
	Iteration 13Q: 3 clusters Score -440040.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -440135.031250 Penalty: 858.890015
	Iteration 14Q: 3 clusters Score -440135 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -440239.406250 Penalty: 858.890015
	Iteration 15Q: 3 clusters Score -440239.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -440327.812500 Penalty: 858.890015
	Iteration 16Q: 3 clusters Score -440327.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -440405.281250 Penalty: 858.890015
	Iteration 17Q: 3 clusters Score -440405.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -440478.656250 Penalty: 858.890015
	Iteration 18Q: 3 clusters Score -440478.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -440540.500000 Penalty: 858.890015
	Iteration 19Q: 3 clusters Score -440540.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -440591.093750 Penalty: 858.890015
	Iteration 20F: 3 clusters Score -440591.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -440629.875000 Penalty: 858.890015
	Iteration 21Q: 3 clusters Score -440629.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -440676.312500 Penalty: 858.890015
	Iteration 22Q: 3 clusters Score -440676.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -440730.687500 Penalty: 858.890015
	Iteration 23Q: 3 clusters Score -440730.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -440782.718750 Penalty: 858.890015
	Iteration 24Q: 3 clusters Score -440782.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -440838.656250 Penalty: 858.890015
	Iteration 25Q: 3 clusters Score -440838.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -440901.843750 Penalty: 858.890015
	Iteration 26Q: 3 clusters Score -440901.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -440957.156250 Penalty: 858.890015
	Iteration 27Q: 3 clusters Score -440957.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -441011.656250 Penalty: 858.890015
	Iteration 28Q: 3 clusters Score -441011.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -441062.593750 Penalty: 858.890015
	Iteration 29Q: 3 clusters Score -441062.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -441098.781250 Penalty: 858.890015
	Iteration 30Q: 3 clusters Score -441098.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -441123.500000 Penalty: 858.890015
	Iteration 31Q: 3 clusters Score -441123.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -441140.625000 Penalty: 858.890015
	Iteration 32Q: 3 clusters Score -441140.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -441151.468750 Penalty: 858.890015
	Iteration 33Q: 3 clusters Score -441151.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -441160.750000 Penalty: 858.890015
	Iteration 34Q: 3 clusters Score -441160.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -441166.343750 Penalty: 858.890015
	Iteration 35Q: 3 clusters Score -441166.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -441170.312500 Penalty: 858.890015
	Iteration 36Q: 3 clusters Score -441170.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -441172.156250 Penalty: 858.890015
	Iteration 37Q: 3 clusters Score -441172.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -441176.250000 Penalty: 858.890015
	Iteration 38Q: 3 clusters Score -441176.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -441177.500000 Penalty: 858.890015
	Iteration 39Q: 3 clusters Score -441177.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -441176.906250 Penalty: 858.890015
	Iteration 40F: 3 clusters Score -441176.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -441177.906250 Penalty: 858.890015
	Iteration 41Q: 3 clusters Score -441177.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -441177.250000 Penalty: 858.890015
	Iteration 42Q: 3 clusters Score -441177.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -441178.218750 Penalty: 858.890015
	Iteration 43Q: 3 clusters Score -441178.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -441178.437500 Penalty: 858.890015
	Iteration 44Q: 3 clusters Score -441178.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -441178.812500 Penalty: 858.890015
	Iteration 45Q: 3 clusters Score -441178.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -441178.625000 Penalty: 858.890015
	Iteration 46Q: 3 clusters Score -441178.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -441178.750000 Penalty: 858.890015
	Iteration 47Q: 3 clusters Score -441178.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -441178.625000 Penalty: 858.890015
	Iteration 48Q: 3 clusters Score -441178.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -441179.093750 Penalty: 858.890015
	Iteration 49Q: 3 clusters Score -441179.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -441179.500000 Penalty: 858.890015
	Iteration 50Q: 3 clusters Score -441179.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -441179.500000 Penalty: 858.890015
	Iteration 51Q: 3 clusters Score -441179.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -441178.906250 Penalty: 858.890015
	Iteration 52Q: 3 clusters Score -441178.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -441179.593750 Penalty: 858.890015
	Iteration 53Q: 3 clusters Score -441179.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -441179.593750 Penalty: 858.890015
	Iteration 54F: 3 clusters Score -441179.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 10025 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 484602 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 6 contains 7328 members 
Mstep: Class 7 contains 570834 members 
Mstep: Class 8 contains 3567 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 11707 members 
Mstep: Class 12 contains 2456 members 
Mstep: Class 13 contains 9773 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 7935 members 
Mstep: Class 16 contains 5411 members 
Mstep: Class 17 contains 14468 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 12191 members 
Mstep: Class 20 contains 106081 members 
Mstep: Class 21 contains 1198 members 
Mstep: Class 22 contains 10232 members 
Mstep: Class 23 contains 11608 members 
Mstep: Class 24 contains 23146 members 
Mstep: Class 25 contains 10070 members 
Mstep: Class 26 contains 4424 members 
Mstep: Class 27 contains 3537 members 
Mstep: Class 28 contains 15318 members 
Mstep: Class 29 contains 1103 members 
Mstep: Class 30 contains 12311 members 
Mstep: Class 31 contains 9600 members 
Entering Unmasked Estep 
Score: -50357532.000000 Penalty: 19949.220703
Splitting cluster 9 changes total score from -50355816.000000 to -50357532.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 10 (1237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Entering Unmasked Estep 
Score: -38196.414062 Penalty: 323.980225
	Iteration 0F: 2 clusters Score -38196.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -37360.406250 Penalty: 647.960449
	Iteration 0F: 3 clusters Score -37360.41 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -38253.492188 Penalty: 647.960449
	Iteration 1F: 3 clusters Score -38253.49 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -38729.175781 Penalty: 647.960449
	Iteration 2F: 3 clusters Score -38729.18 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -38863.085938 Penalty: 647.960449
	Iteration 3F: 3 clusters Score -38863.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -38889.562500 Penalty: 647.960449
	Iteration 4Q: 3 clusters Score -38889.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -38907.859375 Penalty: 647.960449
	Iteration 5Q: 3 clusters Score -38907.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -38917.203125 Penalty: 647.960449
	Iteration 6Q: 3 clusters Score -38917.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -38924.761719 Penalty: 647.960449
	Iteration 7Q: 3 clusters Score -38924.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -38928.308594 Penalty: 647.960449
	Iteration 8Q: 3 clusters Score -38928.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -38931.324219 Penalty: 647.960449
	Iteration 9Q: 3 clusters Score -38931.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -38933.613281 Penalty: 647.960449
	Iteration 10Q: 3 clusters Score -38933.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -38936.578125 Penalty: 647.960449
	Iteration 11Q: 3 clusters Score -38936.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -38937.980469 Penalty: 647.960449
	Iteration 12Q: 3 clusters Score -38937.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -38940.015625 Penalty: 647.960449
	Iteration 13Q: 3 clusters Score -38940.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -38941.730469 Penalty: 647.960449
	Iteration 14Q: 3 clusters Score -38941.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -38943.351562 Penalty: 647.960449
	Iteration 15Q: 3 clusters Score -38943.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -38945.371094 Penalty: 647.960449
	Iteration 16Q: 3 clusters Score -38945.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -38949.929688 Penalty: 647.960449
	Iteration 17Q: 3 clusters Score -38949.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -38954.777344 Penalty: 647.960449
	Iteration 18Q: 3 clusters Score -38954.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -38968.070312 Penalty: 647.960449
	Iteration 19Q: 3 clusters Score -38968.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -39003.101562 Penalty: 647.960449
	Iteration 20F: 3 clusters Score -39003.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -39044.390625 Penalty: 647.960449
	Iteration 21Q: 3 clusters Score -39044.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -39076.417969 Penalty: 647.960449
	Iteration 22Q: 3 clusters Score -39076.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -39089.921875 Penalty: 647.960449
	Iteration 23Q: 3 clusters Score -39089.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -39096.542969 Penalty: 647.960449
	Iteration 24Q: 3 clusters Score -39096.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -39099.324219 Penalty: 647.960449
	Iteration 25Q: 3 clusters Score -39099.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -39102.273438 Penalty: 647.960449
	Iteration 26Q: 3 clusters Score -39102.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -39104.167969 Penalty: 647.960449
	Iteration 27Q: 3 clusters Score -39104.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -39107.289062 Penalty: 647.960449
	Iteration 28Q: 3 clusters Score -39107.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -39107.734375 Penalty: 647.960449
	Iteration 29Q: 3 clusters Score -39107.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -39108.156250 Penalty: 647.960449
	Iteration 30Q: 3 clusters Score -39108.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -39108.699219 Penalty: 647.960449
	Iteration 31Q: 3 clusters Score -39108.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -39109.949219 Penalty: 647.960449
	Iteration 32Q: 3 clusters Score -39109.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -39111.160156 Penalty: 647.960449
	Iteration 33Q: 3 clusters Score -39111.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -39111.160156 Penalty: 647.960449
	Iteration 34F: 3 clusters Score -39111.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 10025 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 484602 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 6 contains 7328 members 
Mstep: Class 7 contains 570834 members 
Mstep: Class 8 contains 3567 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 11707 members 
Mstep: Class 12 contains 2456 members 
Mstep: Class 13 contains 9773 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 7935 members 
Mstep: Class 16 contains 5411 members 
Mstep: Class 17 contains 14468 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 12191 members 
Mstep: Class 20 contains 106081 members 
Mstep: Class 21 contains 1198 members 
Mstep: Class 22 contains 10232 members 
Mstep: Class 23 contains 11608 members 
Mstep: Class 24 contains 23146 members 
Mstep: Class 25 contains 10070 members 
Mstep: Class 26 contains 4424 members 
Mstep: Class 27 contains 3537 members 
Mstep: Class 28 contains 15318 members 
Mstep: Class 29 contains 1103 members 
Mstep: Class 30 contains 12311 members 
Mstep: Class 31 contains 9600 members 
Mstep: Class 32 contains 483 members 
Entering Unmasked Estep 
Score: -50358108.000000 Penalty: 20592.744141
Splitting cluster 10 changes total score from -50355816.000000 to -50358108.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 11 (11707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Entering Unmasked Estep 
Score: -425656.625000 Penalty: 426.241364
	Iteration 0F: 2 clusters Score -425656.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -417783.468750 Penalty: 852.482727
	Iteration 0F: 3 clusters Score -417783.5 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -421429.156250 Penalty: 852.482727
	Iteration 1F: 3 clusters Score -421429.2 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -422222.843750 Penalty: 852.482727
	Iteration 2F: 3 clusters Score -422222.8 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -422984.031250 Penalty: 852.482727
	Iteration 3F: 3 clusters Score -422984 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -423669.781250 Penalty: 852.482727
	Iteration 4F: 3 clusters Score -423669.8 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -424211.375000 Penalty: 852.482727
	Iteration 5F: 3 clusters Score -424211.4 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -424611.156250 Penalty: 852.482727
	Iteration 6F: 3 clusters Score -424611.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -424906.437500 Penalty: 852.482727
	Iteration 7Q: 3 clusters Score -424906.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -425115.375000 Penalty: 852.482727
	Iteration 8Q: 3 clusters Score -425115.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -425275.562500 Penalty: 852.482727
	Iteration 9Q: 3 clusters Score -425275.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -425454.656250 Penalty: 852.482727
	Iteration 10Q: 3 clusters Score -425454.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -425620.562500 Penalty: 852.482727
	Iteration 11Q: 3 clusters Score -425620.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -425731.000000 Penalty: 852.482727
	Iteration 12Q: 3 clusters Score -425731 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -425789.625000 Penalty: 852.482727
	Iteration 13Q: 3 clusters Score -425789.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -425824.750000 Penalty: 852.482727
	Iteration 14Q: 3 clusters Score -425824.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -425852.718750 Penalty: 852.482727
	Iteration 15Q: 3 clusters Score -425852.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -425870.343750 Penalty: 852.482727
	Iteration 16Q: 3 clusters Score -425870.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -425882.781250 Penalty: 852.482727
	Iteration 17Q: 3 clusters Score -425882.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -425890.875000 Penalty: 852.482727
	Iteration 18Q: 3 clusters Score -425890.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -425899.718750 Penalty: 852.482727
	Iteration 19Q: 3 clusters Score -425899.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -425905.531250 Penalty: 852.482727
	Iteration 20F: 3 clusters Score -425905.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -425910.187500 Penalty: 852.482727
	Iteration 21Q: 3 clusters Score -425910.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -425917.906250 Penalty: 852.482727
	Iteration 22Q: 3 clusters Score -425917.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -425924.375000 Penalty: 852.482727
	Iteration 23Q: 3 clusters Score -425924.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -425927.375000 Penalty: 852.482727
	Iteration 24Q: 3 clusters Score -425927.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -425929.156250 Penalty: 852.482727
	Iteration 25Q: 3 clusters Score -425929.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -425930.156250 Penalty: 852.482727
	Iteration 26Q: 3 clusters Score -425930.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -425930.218750 Penalty: 852.482727
	Iteration 27Q: 3 clusters Score -425930.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -425932.625000 Penalty: 852.482727
	Iteration 28Q: 3 clusters Score -425932.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -425935.562500 Penalty: 852.482727
	Iteration 29Q: 3 clusters Score -425935.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -425937.031250 Penalty: 852.482727
	Iteration 30Q: 3 clusters Score -425937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -425938.156250 Penalty: 852.482727
	Iteration 31Q: 3 clusters Score -425938.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -425938.968750 Penalty: 852.482727
	Iteration 32Q: 3 clusters Score -425939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -425941.031250 Penalty: 852.482727
	Iteration 33Q: 3 clusters Score -425941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -425941.937500 Penalty: 852.482727
	Iteration 34Q: 3 clusters Score -425941.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -425943.562500 Penalty: 852.482727
	Iteration 35Q: 3 clusters Score -425943.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -425944.593750 Penalty: 852.482727
	Iteration 36Q: 3 clusters Score -425944.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -425946.156250 Penalty: 852.482727
	Iteration 37Q: 3 clusters Score -425946.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -425947.156250 Penalty: 852.482727
	Iteration 38Q: 3 clusters Score -425947.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -425949.843750 Penalty: 852.482727
	Iteration 39Q: 3 clusters Score -425949.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -425951.312500 Penalty: 852.482727
	Iteration 40F: 3 clusters Score -425951.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -425951.531250 Penalty: 852.482727
	Iteration 41Q: 3 clusters Score -425951.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -425952.937500 Penalty: 852.482727
	Iteration 42Q: 3 clusters Score -425952.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -425952.875000 Penalty: 852.482727
	Iteration 43Q: 3 clusters Score -425952.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -425954.156250 Penalty: 852.482727
	Iteration 44Q: 3 clusters Score -425954.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -425955.312500 Penalty: 852.482727
	Iteration 45Q: 3 clusters Score -425955.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -425956.187500 Penalty: 852.482727
	Iteration 46Q: 3 clusters Score -425956.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -425957.343750 Penalty: 852.482727
	Iteration 47Q: 3 clusters Score -425957.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -425958.062500 Penalty: 852.482727
	Iteration 48Q: 3 clusters Score -425958.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -425959.468750 Penalty: 852.482727
	Iteration 49Q: 3 clusters Score -425959.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -425959.906250 Penalty: 852.482727
	Iteration 50Q: 3 clusters Score -425959.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -425959.937500 Penalty: 852.482727
	Iteration 51Q: 3 clusters Score -425959.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -425962.187500 Penalty: 852.482727
	Iteration 52Q: 3 clusters Score -425962.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -425962.812500 Penalty: 852.482727
	Iteration 53Q: 3 clusters Score -425962.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -425963.187500 Penalty: 852.482727
	Iteration 54Q: 3 clusters Score -425963.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -425963.718750 Penalty: 852.482727
	Iteration 55Q: 3 clusters Score -425963.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -425963.218750 Penalty: 852.482727
	Iteration 56Q: 3 clusters Score -425963.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -425963.468750 Penalty: 852.482727
	Iteration 57Q: 3 clusters Score -425963.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -425964.593750 Penalty: 852.482727
	Iteration 58Q: 3 clusters Score -425964.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -425964.906250 Penalty: 852.482727
	Iteration 59Q: 3 clusters Score -425964.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -425964.906250 Penalty: 852.482727
	Iteration 60F: 3 clusters Score -425964.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 10025 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 484602 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 6 contains 7328 members 
Mstep: Class 7 contains 570834 members 
Mstep: Class 8 contains 3567 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 1857 members 
Mstep: Class 12 contains 2456 members 
Mstep: Class 13 contains 9773 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 7935 members 
Mstep: Class 16 contains 5411 members 
Mstep: Class 17 contains 14468 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 12191 members 
Mstep: Class 20 contains 106081 members 
Mstep: Class 21 contains 1198 members 
Mstep: Class 22 contains 10232 members 
Mstep: Class 23 contains 11608 members 
Mstep: Class 24 contains 23146 members 
Mstep: Class 25 contains 10070 members 
Mstep: Class 26 contains 4424 members 
Mstep: Class 27 contains 3537 members 
Mstep: Class 28 contains 15318 members 
Mstep: Class 29 contains 1103 members 
Mstep: Class 30 contains 12311 members 
Mstep: Class 31 contains 9600 members 
Mstep: Class 32 contains 483 members 
Mstep: Class 33 contains 9850 members 
Entering Unmasked Estep 
Score: -50358176.000000 Penalty: 21236.267578
Splitting cluster 11 changes total score from -50355816.000000 to -50358176.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 12 (2456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Entering Unmasked Estep 
Score: -76398.953125 Penalty: 355.186157
	Iteration 0F: 2 clusters Score -76398.95 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 1255 members 
Entering Unmasked Estep 
Score: -74731.476562 Penalty: 710.372314
	Iteration 0F: 3 clusters Score -74731.48 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -75474.398438 Penalty: 710.372314
	Iteration 1F: 3 clusters Score -75474.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -75701.843750 Penalty: 710.372314
	Iteration 2F: 3 clusters Score -75701.84 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -75954.414062 Penalty: 710.372314
	Iteration 3F: 3 clusters Score -75954.41 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -76222.226562 Penalty: 710.372314
	Iteration 4F: 3 clusters Score -76222.23 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -76436.679688 Penalty: 710.372314
	Iteration 5F: 3 clusters Score -76436.68 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -76535.500000 Penalty: 710.372314
	Iteration 6Q: 3 clusters Score -76535.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -76601.843750 Penalty: 710.372314
	Iteration 7Q: 3 clusters Score -76601.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -76639.375000 Penalty: 710.372314
	Iteration 8Q: 3 clusters Score -76639.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -76660.617188 Penalty: 710.372314
	Iteration 9Q: 3 clusters Score -76660.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -76679.164062 Penalty: 710.372314
	Iteration 10Q: 3 clusters Score -76679.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -76696.546875 Penalty: 710.372314
	Iteration 11Q: 3 clusters Score -76696.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -76710.679688 Penalty: 710.372314
	Iteration 12Q: 3 clusters Score -76710.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -76720.781250 Penalty: 710.372314
	Iteration 13Q: 3 clusters Score -76720.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -76736.953125 Penalty: 710.372314
	Iteration 14Q: 3 clusters Score -76736.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -76758.992188 Penalty: 710.372314
	Iteration 15Q: 3 clusters Score -76758.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -76784.398438 Penalty: 710.372314
	Iteration 16Q: 3 clusters Score -76784.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -76822.554688 Penalty: 710.372314
	Iteration 17Q: 3 clusters Score -76822.55 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -76920.265625 Penalty: 710.372314
	Iteration 18Q: 3 clusters Score -76920.27 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -77154.179688 Penalty: 710.372314
	Iteration 19Q: 3 clusters Score -77154.18 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -77257.570312 Penalty: 710.372314
	Iteration 20F: 3 clusters Score -77257.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -77275.304688 Penalty: 710.372314
	Iteration 21Q: 3 clusters Score -77275.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -77278.875000 Penalty: 710.372314
	Iteration 22Q: 3 clusters Score -77278.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -77279.992188 Penalty: 710.372314
	Iteration 23Q: 3 clusters Score -77279.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -77280.343750 Penalty: 710.372314
	Iteration 24Q: 3 clusters Score -77280.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -77280.312500 Penalty: 710.372314
	Iteration 25Q: 3 clusters Score -77280.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -77280.312500 Penalty: 710.372314
	Iteration 26F: 3 clusters Score -77280.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 10025 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 484602 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 6 contains 7328 members 
Mstep: Class 7 contains 570834 members 
Mstep: Class 8 contains 3567 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 1857 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 9773 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 7935 members 
Mstep: Class 16 contains 5411 members 
Mstep: Class 17 contains 14468 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 12191 members 
Mstep: Class 20 contains 106081 members 
Mstep: Class 21 contains 1198 members 
Mstep: Class 22 contains 10232 members 
Mstep: Class 23 contains 11608 members 
Mstep: Class 24 contains 23146 members 
Mstep: Class 25 contains 10070 members 
Mstep: Class 26 contains 4424 members 
Mstep: Class 27 contains 3537 members 
Mstep: Class 28 contains 15318 members 
Mstep: Class 29 contains 1103 members 
Mstep: Class 30 contains 12311 members 
Mstep: Class 31 contains 9600 members 
Mstep: Class 32 contains 483 members 
Mstep: Class 33 contains 9850 members 
Mstep: Class 34 contains 1686 members 
Entering Unmasked Estep 
Score: -50358756.000000 Penalty: 21879.791016
Splitting cluster 12 changes total score from -50355816.000000 to -50358756.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 13 (9773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Entering Unmasked Estep 
Score: -343291.093750 Penalty: 418.025726
	Iteration 0F: 2 clusters Score -343291.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -336814.750000 Penalty: 836.051453
	Iteration 0F: 3 clusters Score -336814.8 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -339481.656250 Penalty: 836.051453
	Iteration 1F: 3 clusters Score -339481.7 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -339845.531250 Penalty: 836.051453
	Iteration 2F: 3 clusters Score -339845.5 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -340320.281250 Penalty: 836.051453
	Iteration 3F: 3 clusters Score -340320.3 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -340932.406250 Penalty: 836.051453
	Iteration 4F: 3 clusters Score -340932.4 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -341603.718750 Penalty: 836.051453
	Iteration 5F: 3 clusters Score -341603.7 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -342262.062500 Penalty: 836.051453
	Iteration 6F: 3 clusters Score -342262.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -342882.750000 Penalty: 836.051453
	Iteration 7Q: 3 clusters Score -342882.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -343361.156250 Penalty: 836.051453
	Iteration 8Q: 3 clusters Score -343361.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -343604.218750 Penalty: 836.051453
	Iteration 9Q: 3 clusters Score -343604.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -343718.093750 Penalty: 836.051453
	Iteration 10Q: 3 clusters Score -343718.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -343768.843750 Penalty: 836.051453
	Iteration 11Q: 3 clusters Score -343768.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -343789.187500 Penalty: 836.051453
	Iteration 12Q: 3 clusters Score -343789.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -343798.531250 Penalty: 836.051453
	Iteration 13Q: 3 clusters Score -343798.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -343800.468750 Penalty: 836.051453
	Iteration 14Q: 3 clusters Score -343800.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -343801.500000 Penalty: 836.051453
	Iteration 15Q: 3 clusters Score -343801.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -343802.781250 Penalty: 836.051453
	Iteration 16Q: 3 clusters Score -343802.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -343802.625000 Penalty: 836.051453
	Iteration 17Q: 3 clusters Score -343802.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -343802.500000 Penalty: 836.051453
	Iteration 18Q: 3 clusters Score -343802.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -343802.218750 Penalty: 836.051453
	Iteration 19Q: 3 clusters Score -343802.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -343802.656250 Penalty: 836.051453
	Iteration 20F: 3 clusters Score -343802.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 10025 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 484602 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 6 contains 7328 members 
Mstep: Class 7 contains 570834 members 
Mstep: Class 8 contains 3567 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 1857 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 8043 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 7935 members 
Mstep: Class 16 contains 5411 members 
Mstep: Class 17 contains 14468 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 12191 members 
Mstep: Class 20 contains 106081 members 
Mstep: Class 21 contains 1198 members 
Mstep: Class 22 contains 10232 members 
Mstep: Class 23 contains 11608 members 
Mstep: Class 24 contains 23146 members 
Mstep: Class 25 contains 10070 members 
Mstep: Class 26 contains 4424 members 
Mstep: Class 27 contains 3537 members 
Mstep: Class 28 contains 15318 members 
Mstep: Class 29 contains 1103 members 
Mstep: Class 30 contains 12311 members 
Mstep: Class 31 contains 9600 members 
Mstep: Class 32 contains 483 members 
Mstep: Class 33 contains 9850 members 
Mstep: Class 34 contains 1686 members 
Mstep: Class 35 contains 1730 members 
Entering Unmasked Estep 
Score: -50358976.000000 Penalty: 22523.314453
Splitting cluster 13 changes total score from -50355816.000000 to -50358976.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 14 (1832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Entering Unmasked Estep 
Score: -60108.871094 Penalty: 341.848938
	Iteration 0F: 2 clusters Score -60108.87 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 924 members 
Entering Unmasked Estep 
Score: -58791.015625 Penalty: 683.697876
	Iteration 0F: 3 clusters Score -58791.02 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -59267.328125 Penalty: 683.697876
	Iteration 1F: 3 clusters Score -59267.33 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -59436.261719 Penalty: 683.697876
	Iteration 2F: 3 clusters Score -59436.26 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -59629.566406 Penalty: 683.697876
	Iteration 3F: 3 clusters Score -59629.57 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -59822.164062 Penalty: 683.697876
	Iteration 4F: 3 clusters Score -59822.16 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -59951.855469 Penalty: 683.697876
	Iteration 5F: 3 clusters Score -59951.86 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -60014.785156 Penalty: 683.697876
	Iteration 6Q: 3 clusters Score -60014.79 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -60048.644531 Penalty: 683.697876
	Iteration 7Q: 3 clusters Score -60048.64 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -60077.542969 Penalty: 683.697876
	Iteration 8Q: 3 clusters Score -60077.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -60111.167969 Penalty: 683.697876
	Iteration 9Q: 3 clusters Score -60111.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -60137.699219 Penalty: 683.697876
	Iteration 10Q: 3 clusters Score -60137.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -60166.980469 Penalty: 683.697876
	Iteration 11Q: 3 clusters Score -60166.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -60182.160156 Penalty: 683.697876
	Iteration 12Q: 3 clusters Score -60182.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -60196.152344 Penalty: 683.697876
	Iteration 13Q: 3 clusters Score -60196.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -60202.207031 Penalty: 683.697876
	Iteration 14Q: 3 clusters Score -60202.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -60206.402344 Penalty: 683.697876
	Iteration 15Q: 3 clusters Score -60206.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -60208.566406 Penalty: 683.697876
	Iteration 16Q: 3 clusters Score -60208.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -60210.699219 Penalty: 683.697876
	Iteration 17Q: 3 clusters Score -60210.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -60212.980469 Penalty: 683.697876
	Iteration 18Q: 3 clusters Score -60212.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -60214.507812 Penalty: 683.697876
	Iteration 19Q: 3 clusters Score -60214.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -60215.656250 Penalty: 683.697876
	Iteration 20F: 3 clusters Score -60215.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -60215.910156 Penalty: 683.697876
	Iteration 21Q: 3 clusters Score -60215.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -60216.394531 Penalty: 683.697876
	Iteration 22Q: 3 clusters Score -60216.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -60217.460938 Penalty: 683.697876
	Iteration 23Q: 3 clusters Score -60217.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -60217.539062 Penalty: 683.697876
	Iteration 24Q: 3 clusters Score -60217.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -60217.539062 Penalty: 683.697876
	Iteration 25F: 3 clusters Score -60217.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 10025 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 484602 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 6 contains 7328 members 
Mstep: Class 7 contains 570834 members 
Mstep: Class 8 contains 3567 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 1857 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 8043 members 
Mstep: Class 14 contains 1280 members 
Mstep: Class 15 contains 7935 members 
Mstep: Class 16 contains 5411 members 
Mstep: Class 17 contains 14468 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 12191 members 
Mstep: Class 20 contains 106081 members 
Mstep: Class 21 contains 1198 members 
Mstep: Class 22 contains 10232 members 
Mstep: Class 23 contains 11608 members 
Mstep: Class 24 contains 23146 members 
Mstep: Class 25 contains 10070 members 
Mstep: Class 26 contains 4424 members 
Mstep: Class 27 contains 3537 members 
Mstep: Class 28 contains 15318 members 
Mstep: Class 29 contains 1103 members 
Mstep: Class 30 contains 12311 members 
Mstep: Class 31 contains 9600 members 
Mstep: Class 32 contains 483 members 
Mstep: Class 33 contains 9850 members 
Mstep: Class 34 contains 1686 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
Score: -50358864.000000 Penalty: 23166.837891
Splitting cluster 14 changes total score from -50355816.000000 to -50358864.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 15 (7935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Entering Unmasked Estep 
Score: -286865.500000 Penalty: 408.546234
	Iteration 0F: 2 clusters Score -286865.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -281539.562500 Penalty: 817.092468
	Iteration 0F: 3 clusters Score -281539.6 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -283667.812500 Penalty: 817.092468
	Iteration 1F: 3 clusters Score -283667.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -283956.281250 Penalty: 817.092468
	Iteration 2F: 3 clusters Score -283956.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -284337.375000 Penalty: 817.092468
	Iteration 3F: 3 clusters Score -284337.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -284800.500000 Penalty: 817.092468
	Iteration 4F: 3 clusters Score -284800.5 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -285269.156250 Penalty: 817.092468
	Iteration 5F: 3 clusters Score -285269.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -285711.781250 Penalty: 817.092468
	Iteration 6F: 3 clusters Score -285711.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -286012.093750 Penalty: 817.092468
	Iteration 7F: 3 clusters Score -286012.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -286206.312500 Penalty: 817.092468
	Iteration 8Q: 3 clusters Score -286206.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -286375.750000 Penalty: 817.092468
	Iteration 9Q: 3 clusters Score -286375.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -286515.468750 Penalty: 817.092468
	Iteration 10Q: 3 clusters Score -286515.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -286621.843750 Penalty: 817.092468
	Iteration 11Q: 3 clusters Score -286621.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -286707.125000 Penalty: 817.092468
	Iteration 12Q: 3 clusters Score -286707.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -286793.156250 Penalty: 817.092468
	Iteration 13Q: 3 clusters Score -286793.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -286858.593750 Penalty: 817.092468
	Iteration 14Q: 3 clusters Score -286858.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -286890.531250 Penalty: 817.092468
	Iteration 15Q: 3 clusters Score -286890.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -286913.093750 Penalty: 817.092468
	Iteration 16Q: 3 clusters Score -286913.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -286921.906250 Penalty: 817.092468
	Iteration 17Q: 3 clusters Score -286921.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -286927.781250 Penalty: 817.092468
	Iteration 18Q: 3 clusters Score -286927.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -286928.875000 Penalty: 817.092468
	Iteration 19Q: 3 clusters Score -286928.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -286930.281250 Penalty: 817.092468
	Iteration 20F: 3 clusters Score -286930.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -286930.781250 Penalty: 817.092468
	Iteration 21Q: 3 clusters Score -286930.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -286932.000000 Penalty: 817.092468
	Iteration 22Q: 3 clusters Score -286932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -286932.750000 Penalty: 817.092468
	Iteration 23Q: 3 clusters Score -286932.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -286933.062500 Penalty: 817.092468
	Iteration 24Q: 3 clusters Score -286933.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -286933.062500 Penalty: 817.092468
	Iteration 25F: 3 clusters Score -286933.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 10025 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 484602 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 6 contains 7328 members 
Mstep: Class 7 contains 570834 members 
Mstep: Class 8 contains 3567 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 1857 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 8043 members 
Mstep: Class 14 contains 1280 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 5411 members 
Mstep: Class 17 contains 14468 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 12191 members 
Mstep: Class 20 contains 106081 members 
Mstep: Class 21 contains 1198 members 
Mstep: Class 22 contains 10232 members 
Mstep: Class 23 contains 11608 members 
Mstep: Class 24 contains 23146 members 
Mstep: Class 25 contains 10070 members 
Mstep: Class 26 contains 4424 members 
Mstep: Class 27 contains 3537 members 
Mstep: Class 28 contains 15318 members 
Mstep: Class 29 contains 1103 members 
Mstep: Class 30 contains 12311 members 
Mstep: Class 31 contains 9600 members 
Mstep: Class 32 contains 483 members 
Mstep: Class 33 contains 9850 members 
Mstep: Class 34 contains 1686 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 552 members 
Mstep: Class 37 contains 7567 members 
Entering Unmasked Estep 
Score: -50358684.000000 Penalty: 23810.361328
Splitting cluster 15 changes total score from -50355816.000000 to -50358684.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 16 (5411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Entering Unmasked Estep 
Score: -195247.671875 Penalty: 391.126617
	Iteration 0F: 2 clusters Score -195247.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -191533.625000 Penalty: 782.253235
	Iteration 0F: 3 clusters Score -191533.6 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -193084.953125 Penalty: 782.253235
	Iteration 1F: 3 clusters Score -193085 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -193306.828125 Penalty: 782.253235
	Iteration 2F: 3 clusters Score -193306.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -193480.562500 Penalty: 782.253235
	Iteration 3F: 3 clusters Score -193480.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -193646.500000 Penalty: 782.253235
	Iteration 4F: 3 clusters Score -193646.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -193791.406250 Penalty: 782.253235
	Iteration 5Q: 3 clusters Score -193791.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -193933.718750 Penalty: 782.253235
	Iteration 6Q: 3 clusters Score -193933.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -194044.312500 Penalty: 782.253235
	Iteration 7Q: 3 clusters Score -194044.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -194120.515625 Penalty: 782.253235
	Iteration 8Q: 3 clusters Score -194120.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -194193.609375 Penalty: 782.253235
	Iteration 9Q: 3 clusters Score -194193.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -194256.515625 Penalty: 782.253235
	Iteration 10Q: 3 clusters Score -194256.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -194301.609375 Penalty: 782.253235
	Iteration 11Q: 3 clusters Score -194301.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -194341.781250 Penalty: 782.253235
	Iteration 12Q: 3 clusters Score -194341.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -194386.234375 Penalty: 782.253235
	Iteration 13Q: 3 clusters Score -194386.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -194427.781250 Penalty: 782.253235
	Iteration 14Q: 3 clusters Score -194427.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -194472.890625 Penalty: 782.253235
	Iteration 15Q: 3 clusters Score -194472.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -194526.109375 Penalty: 782.253235
	Iteration 16Q: 3 clusters Score -194526.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -194576.312500 Penalty: 782.253235
	Iteration 17Q: 3 clusters Score -194576.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -194621.781250 Penalty: 782.253235
	Iteration 18Q: 3 clusters Score -194621.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -194657.687500 Penalty: 782.253235
	Iteration 19Q: 3 clusters Score -194657.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -194701.484375 Penalty: 782.253235
	Iteration 20F: 3 clusters Score -194701.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -194770.218750 Penalty: 782.253235
	Iteration 21Q: 3 clusters Score -194770.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -194863.703125 Penalty: 782.253235
	Iteration 22Q: 3 clusters Score -194863.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -194971.578125 Penalty: 782.253235
	Iteration 23Q: 3 clusters Score -194971.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -195062.703125 Penalty: 782.253235
	Iteration 24Q: 3 clusters Score -195062.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -195137.625000 Penalty: 782.253235
	Iteration 25Q: 3 clusters Score -195137.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -195186.625000 Penalty: 782.253235
	Iteration 26Q: 3 clusters Score -195186.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -195213.375000 Penalty: 782.253235
	Iteration 27Q: 3 clusters Score -195213.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -195224.234375 Penalty: 782.253235
	Iteration 28Q: 3 clusters Score -195224.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -195228.734375 Penalty: 782.253235
	Iteration 29Q: 3 clusters Score -195228.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -195230.906250 Penalty: 782.253235
	Iteration 30Q: 3 clusters Score -195230.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -195231.468750 Penalty: 782.253235
	Iteration 31Q: 3 clusters Score -195231.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -195232.000000 Penalty: 782.253235
	Iteration 32Q: 3 clusters Score -195232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -195233.093750 Penalty: 782.253235
	Iteration 33Q: 3 clusters Score -195233.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -195233.609375 Penalty: 782.253235
	Iteration 34Q: 3 clusters Score -195233.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -195234.312500 Penalty: 782.253235
	Iteration 35Q: 3 clusters Score -195234.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -195234.984375 Penalty: 782.253235
	Iteration 36Q: 3 clusters Score -195235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -195236.046875 Penalty: 782.253235
	Iteration 37Q: 3 clusters Score -195236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -195237.140625 Penalty: 782.253235
	Iteration 38Q: 3 clusters Score -195237.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -195238.031250 Penalty: 782.253235
	Iteration 39Q: 3 clusters Score -195238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -195238.203125 Penalty: 782.253235
	Iteration 40F: 3 clusters Score -195238.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Entering Unmasked Estep 
Score: -531055.062500 Penalty: 435.876099
	Iteration 0F: 2 clusters Score -531055.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -521449.218750 Penalty: 871.752197
	Iteration 0F: 3 clusters Score -521449.2 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -525835.375000 Penalty: 871.752197
	Iteration 1F: 3 clusters Score -525835.4 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -526286.625000 Penalty: 871.752197
	Iteration 2F: 3 clusters Score -526286.6 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -526701.875000 Penalty: 871.752197
	Iteration 3F: 3 clusters Score -526701.9 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -527123.375000 Penalty: 871.752197
	Iteration 4F: 3 clusters Score -527123.4 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -527568.937500 Penalty: 871.752197
	Iteration 5F: 3 clusters Score -527568.9 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -528047.875000 Penalty: 871.752197
	Iteration 6Q: 3 clusters Score -528047.9 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -528463.187500 Penalty: 871.752197
	Iteration 7Q: 3 clusters Score -528463.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -528708.187500 Penalty: 871.752197
	Iteration 8Q: 3 clusters Score -528708.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -528835.312500 Penalty: 871.752197
	Iteration 9Q: 3 clusters Score -528835.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -528907.437500 Penalty: 871.752197
	Iteration 10Q: 3 clusters Score -528907.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -528955.000000 Penalty: 871.752197
	Iteration 11Q: 3 clusters Score -528955 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -529000.937500 Penalty: 871.752197
	Iteration 12Q: 3 clusters Score -529000.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -529058.937500 Penalty: 871.752197
	Iteration 13Q: 3 clusters Score -529058.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -529121.250000 Penalty: 871.752197
	Iteration 14Q: 3 clusters Score -529121.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -529178.500000 Penalty: 871.752197
	Iteration 15Q: 3 clusters Score -529178.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -529236.937500 Penalty: 871.752197
	Iteration 16Q: 3 clusters Score -529236.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -529294.312500 Penalty: 871.752197
	Iteration 17Q: 3 clusters Score -529294.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -529350.875000 Penalty: 871.752197
	Iteration 18Q: 3 clusters Score -529350.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -529412.250000 Penalty: 871.752197
	Iteration 19Q: 3 clusters Score -529412.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -529481.875000 Penalty: 871.752197
	Iteration 20F: 3 clusters Score -529481.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -529563.750000 Penalty: 871.752197
	Iteration 21Q: 3 clusters Score -529563.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -529654.437500 Penalty: 871.752197
	Iteration 22Q: 3 clusters Score -529654.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -529745.375000 Penalty: 871.752197
	Iteration 23Q: 3 clusters Score -529745.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -529822.125000 Penalty: 871.752197
	Iteration 24Q: 3 clusters Score -529822.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -529901.375000 Penalty: 871.752197
	Iteration 25Q: 3 clusters Score -529901.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -529985.250000 Penalty: 871.752197
	Iteration 26Q: 3 clusters Score -529985.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -530065.625000 Penalty: 871.752197
	Iteration 27Q: 3 clusters Score -530065.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -530140.187500 Penalty: 871.752197
	Iteration 28Q: 3 clusters Score -530140.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -530208.750000 Penalty: 871.752197
	Iteration 29Q: 3 clusters Score -530208.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -530271.875000 Penalty: 871.752197
	Iteration 30Q: 3 clusters Score -530271.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -530337.812500 Penalty: 871.752197
	Iteration 31Q: 3 clusters Score -530337.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -530408.625000 Penalty: 871.752197
	Iteration 32Q: 3 clusters Score -530408.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -530471.625000 Penalty: 871.752197
	Iteration 33Q: 3 clusters Score -530471.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -530532.937500 Penalty: 871.752197
	Iteration 34Q: 3 clusters Score -530532.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -530580.687500 Penalty: 871.752197
	Iteration 35Q: 3 clusters Score -530580.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -530632.125000 Penalty: 871.752197
	Iteration 36Q: 3 clusters Score -530632.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -530693.875000 Penalty: 871.752197
	Iteration 37Q: 3 clusters Score -530693.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -530756.312500 Penalty: 871.752197
	Iteration 38Q: 3 clusters Score -530756.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -530800.062500 Penalty: 871.752197
	Iteration 39Q: 3 clusters Score -530800.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -530830.375000 Penalty: 871.752197
	Iteration 40F: 3 clusters Score -530830.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -530859.000000 Penalty: 871.752197
	Iteration 41Q: 3 clusters Score -530859 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -530889.937500 Penalty: 871.752197
	Iteration 42Q: 3 clusters Score -530889.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -530915.250000 Penalty: 871.752197
	Iteration 43Q: 3 clusters Score -530915.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -530940.812500 Penalty: 871.752197
	Iteration 44Q: 3 clusters Score -530940.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -530947.437500 Penalty: 871.752197
	Iteration 45Q: 3 clusters Score -530947.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -530952.187500 Penalty: 871.752197
	Iteration 46Q: 3 clusters Score -530952.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -530956.312500 Penalty: 871.752197
	Iteration 47Q: 3 clusters Score -530956.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -530959.312500 Penalty: 871.752197
	Iteration 48Q: 3 clusters Score -530959.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -530960.812500 Penalty: 871.752197
	Iteration 49Q: 3 clusters Score -530960.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -530963.812500 Penalty: 871.752197
	Iteration 50Q: 3 clusters Score -530963.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -530964.062500 Penalty: 871.752197
	Iteration 51Q: 3 clusters Score -530964.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -530964.437500 Penalty: 871.752197
	Iteration 52Q: 3 clusters Score -530964.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -530966.250000 Penalty: 871.752197
	Iteration 53Q: 3 clusters Score -530966.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -530966.437500 Penalty: 871.752197
	Iteration 54Q: 3 clusters Score -530966.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -530966.375000 Penalty: 871.752197
	Iteration 55Q: 3 clusters Score -530966.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -530966.500000 Penalty: 871.752197
	Iteration 56Q: 3 clusters Score -530966.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -530966.625000 Penalty: 871.752197
	Iteration 57Q: 3 clusters Score -530966.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -530967.625000 Penalty: 871.752197
	Iteration 58Q: 3 clusters Score -530967.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -530967.687500 Penalty: 871.752197
	Iteration 59Q: 3 clusters Score -530967.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -530968.750000 Penalty: 871.752197
	Iteration 60F: 3 clusters Score -530968.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -530968.875000 Penalty: 871.752197
	Iteration 61Q: 3 clusters Score -530968.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -530970.437500 Penalty: 871.752197
	Iteration 62Q: 3 clusters Score -530970.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -530969.750000 Penalty: 871.752197
	Iteration 63Q: 3 clusters Score -530969.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -530969.750000 Penalty: 871.752197
	Iteration 64F: 3 clusters Score -530969.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Entering Unmasked Estep 
Score: -72655.382812 Penalty: 345.863800
	Iteration 0F: 2 clusters Score -72655.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -71194.437500 Penalty: 691.727600
	Iteration 0F: 3 clusters Score -71194.44 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -71669.437500 Penalty: 691.727600
	Iteration 1F: 3 clusters Score -71669.44 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -71750.890625 Penalty: 691.727600
	Iteration 2F: 3 clusters Score -71750.89 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -71816.796875 Penalty: 691.727600
	Iteration 3F: 3 clusters Score -71816.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -71869.218750 Penalty: 691.727600
	Iteration 4F: 3 clusters Score -71869.22 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -71925.039062 Penalty: 691.727600
	Iteration 5Q: 3 clusters Score -71925.04 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -71979.468750 Penalty: 691.727600
	Iteration 6Q: 3 clusters Score -71979.47 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -72027.687500 Penalty: 691.727600
	Iteration 7Q: 3 clusters Score -72027.69 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -72087.132812 Penalty: 691.727600
	Iteration 8Q: 3 clusters Score -72087.13 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -72135.859375 Penalty: 691.727600
	Iteration 9Q: 3 clusters Score -72135.86 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -72183.875000 Penalty: 691.727600
	Iteration 10Q: 3 clusters Score -72183.88 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -72227.468750 Penalty: 691.727600
	Iteration 11Q: 3 clusters Score -72227.47 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -72252.257812 Penalty: 691.727600
	Iteration 12Q: 3 clusters Score -72252.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -72275.109375 Penalty: 691.727600
	Iteration 13Q: 3 clusters Score -72275.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -72300.968750 Penalty: 691.727600
	Iteration 14Q: 3 clusters Score -72300.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -72320.882812 Penalty: 691.727600
	Iteration 15Q: 3 clusters Score -72320.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -72333.812500 Penalty: 691.727600
	Iteration 16Q: 3 clusters Score -72333.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -72343.429688 Penalty: 691.727600
	Iteration 17Q: 3 clusters Score -72343.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -72356.140625 Penalty: 691.727600
	Iteration 18Q: 3 clusters Score -72356.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -72365.156250 Penalty: 691.727600
	Iteration 19Q: 3 clusters Score -72365.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -72372.101562 Penalty: 691.727600
	Iteration 20F: 3 clusters Score -72372.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -72374.117188 Penalty: 691.727600
	Iteration 21Q: 3 clusters Score -72374.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -72377.156250 Penalty: 691.727600
	Iteration 22Q: 3 clusters Score -72377.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -72379.562500 Penalty: 691.727600
	Iteration 23Q: 3 clusters Score -72379.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -72382.562500 Penalty: 691.727600
	Iteration 24Q: 3 clusters Score -72382.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -72385.101562 Penalty: 691.727600
	Iteration 25Q: 3 clusters Score -72385.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -72385.101562 Penalty: 691.727600
	Iteration 26F: 3 clusters Score -72385.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Entering Unmasked Estep 
Score: -445309.687500 Penalty: 428.084625
	Iteration 0F: 2 clusters Score -445309.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -437152.656250 Penalty: 856.169250
	Iteration 0F: 3 clusters Score -437152.7 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -440604.281250 Penalty: 856.169250
	Iteration 1F: 3 clusters Score -440604.3 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -441169.906250 Penalty: 856.169250
	Iteration 2F: 3 clusters Score -441169.9 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -441812.500000 Penalty: 856.169250
	Iteration 3F: 3 clusters Score -441812.5 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -442452.156250 Penalty: 856.169250
	Iteration 4F: 3 clusters Score -442452.2 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -443064.656250 Penalty: 856.169250
	Iteration 5F: 3 clusters Score -443064.7 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -443570.406250 Penalty: 856.169250
	Iteration 6F: 3 clusters Score -443570.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -443841.718750 Penalty: 856.169250
	Iteration 7Q: 3 clusters Score -443841.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -444001.500000 Penalty: 856.169250
	Iteration 8Q: 3 clusters Score -444001.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -444124.437500 Penalty: 856.169250
	Iteration 9Q: 3 clusters Score -444124.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -444219.250000 Penalty: 856.169250
	Iteration 10Q: 3 clusters Score -444219.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -444300.968750 Penalty: 856.169250
	Iteration 11Q: 3 clusters Score -444301 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -444384.156250 Penalty: 856.169250
	Iteration 12Q: 3 clusters Score -444384.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -444468.343750 Penalty: 856.169250
	Iteration 13Q: 3 clusters Score -444468.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -444545.343750 Penalty: 856.169250
	Iteration 14Q: 3 clusters Score -444545.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -444615.625000 Penalty: 856.169250
	Iteration 15Q: 3 clusters Score -444615.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -444663.812500 Penalty: 856.169250
	Iteration 16Q: 3 clusters Score -444663.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -444703.343750 Penalty: 856.169250
	Iteration 17Q: 3 clusters Score -444703.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -444733.468750 Penalty: 856.169250
	Iteration 18Q: 3 clusters Score -444733.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -444761.687500 Penalty: 856.169250
	Iteration 19Q: 3 clusters Score -444761.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -444782.375000 Penalty: 856.169250
	Iteration 20F: 3 clusters Score -444782.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -444805.125000 Penalty: 856.169250
	Iteration 21Q: 3 clusters Score -444805.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -444826.406250 Penalty: 856.169250
	Iteration 22Q: 3 clusters Score -444826.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -444839.843750 Penalty: 856.169250
	Iteration 23Q: 3 clusters Score -444839.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -444851.750000 Penalty: 856.169250
	Iteration 24Q: 3 clusters Score -444851.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -444865.812500 Penalty: 856.169250
	Iteration 25Q: 3 clusters Score -444865.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -444882.312500 Penalty: 856.169250
	Iteration 26Q: 3 clusters Score -444882.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -444901.187500 Penalty: 856.169250
	Iteration 27Q: 3 clusters Score -444901.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -444919.625000 Penalty: 856.169250
	Iteration 28Q: 3 clusters Score -444919.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -444935.968750 Penalty: 856.169250
	Iteration 29Q: 3 clusters Score -444936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -444945.687500 Penalty: 856.169250
	Iteration 30Q: 3 clusters Score -444945.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -444958.156250 Penalty: 856.169250
	Iteration 31Q: 3 clusters Score -444958.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -444965.343750 Penalty: 856.169250
	Iteration 32Q: 3 clusters Score -444965.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -444970.281250 Penalty: 856.169250
	Iteration 33Q: 3 clusters Score -444970.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -444972.031250 Penalty: 856.169250
	Iteration 34Q: 3 clusters Score -444972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -444974.437500 Penalty: 856.169250
	Iteration 35Q: 3 clusters Score -444974.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -444978.343750 Penalty: 856.169250
	Iteration 36Q: 3 clusters Score -444978.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -444980.406250 Penalty: 856.169250
	Iteration 37Q: 3 clusters Score -444980.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -444982.375000 Penalty: 856.169250
	Iteration 38Q: 3 clusters Score -444982.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -444983.093750 Penalty: 856.169250
	Iteration 39Q: 3 clusters Score -444983.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -444986.375000 Penalty: 856.169250
	Iteration 40F: 3 clusters Score -444986.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -444988.656250 Penalty: 856.169250
	Iteration 41Q: 3 clusters Score -444988.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -444989.031250 Penalty: 856.169250
	Iteration 42Q: 3 clusters Score -444989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -444989.031250 Penalty: 856.169250
	Iteration 43F: 3 clusters Score -444989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (106081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106081 members 
Entering Unmasked Estep 
Score: -4085792.000000 Penalty: 526.524109
	Iteration 0F: 2 clusters Score -4085792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -4014333.000000 Penalty: 1053.048218
	Iteration 0F: 3 clusters Score -4014333 nChanged 51760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 59015 members 
Entering Unmasked Estep 
Score: -4045609.000000 Penalty: 1053.048218
	Iteration 1F: 3 clusters Score -4045609 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 62282 members 
Entering Unmasked Estep 
Score: -4047538.500000 Penalty: 1053.048218
	Iteration 2Q: 3 clusters Score -4047538 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 67350 members 
Entering Unmasked Estep 
Score: -4050812.750000 Penalty: 1053.048218
	Iteration 3F: 3 clusters Score -4050813 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 74651 members 
Entering Unmasked Estep 
Score: -4056408.750000 Penalty: 1053.048218
	Iteration 4F: 3 clusters Score -4056409 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 83677 members 
Entering Unmasked Estep 
Score: -4064462.250000 Penalty: 1053.048218
	Iteration 5F: 3 clusters Score -4064462 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 92403 members 
Entering Unmasked Estep 
Score: -4072959.500000 Penalty: 1053.048218
	Iteration 6F: 3 clusters Score -4072960 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 98668 members 
Entering Unmasked Estep 
Score: -4079191.500000 Penalty: 1053.048218
	Iteration 7F: 3 clusters Score -4079192 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 102080 members 
Entering Unmasked Estep 
Score: -4082423.750000 Penalty: 1053.048218
	Iteration 8Q: 3 clusters Score -4082424 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 103785 members 
Entering Unmasked Estep 
Score: -4083984.250000 Penalty: 1053.048218
	Iteration 9Q: 3 clusters Score -4083984 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 104595 members 
Entering Unmasked Estep 
Score: -4084723.250000 Penalty: 1053.048218
	Iteration 10Q: 3 clusters Score -4084723 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 104981 members 
Entering Unmasked Estep 
Score: -4085041.000000 Penalty: 1053.048218
	Iteration 11Q: 3 clusters Score -4085041 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 105169 members 
Entering Unmasked Estep 
Score: -4085184.250000 Penalty: 1053.048218
	Iteration 12Q: 3 clusters Score -4085184 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 105286 members 
Entering Unmasked Estep 
Score: -4085270.250000 Penalty: 1053.048218
	Iteration 13Q: 3 clusters Score -4085270 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 105370 members 
Entering Unmasked Estep 
Score: -4085311.500000 Penalty: 1053.048218
	Iteration 14Q: 3 clusters Score -4085312 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 105428 members 
Entering Unmasked Estep 
Score: -4085349.000000 Penalty: 1053.048218
	Iteration 15Q: 3 clusters Score -4085349 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 105473 members 
Entering Unmasked Estep 
Score: -4085386.250000 Penalty: 1053.048218
	Iteration 16Q: 3 clusters Score -4085386 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 105509 members 
Entering Unmasked Estep 
Score: -4085396.500000 Penalty: 1053.048218
	Iteration 17Q: 3 clusters Score -4085396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 105530 members 
Entering Unmasked Estep 
Score: -4085408.000000 Penalty: 1053.048218
	Iteration 18Q: 3 clusters Score -4085408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 105544 members 
Entering Unmasked Estep 
Score: -4085422.000000 Penalty: 1053.048218
	Iteration 19Q: 3 clusters Score -4085422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105560 members 
Entering Unmasked Estep 
Score: -4085433.000000 Penalty: 1053.048218
	Iteration 20F: 3 clusters Score -4085433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 105566 members 
Entering Unmasked Estep 
Score: -4085438.750000 Penalty: 1053.048218
	Iteration 21Q: 3 clusters Score -4085439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 105573 members 
Entering Unmasked Estep 
Score: -4085449.000000 Penalty: 1053.048218
	Iteration 22Q: 3 clusters Score -4085449 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 105581 members 
Entering Unmasked Estep 
Score: -4085461.750000 Penalty: 1053.048218
	Iteration 23Q: 3 clusters Score -4085462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 105585 members 
Entering Unmasked Estep 
Score: -4085472.250000 Penalty: 1053.048218
	Iteration 24Q: 3 clusters Score -4085472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 105593 members 
Entering Unmasked Estep 
Score: -4085486.500000 Penalty: 1053.048218
	Iteration 25Q: 3 clusters Score -4085486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 105604 members 
Entering Unmasked Estep 
Score: -4085496.000000 Penalty: 1053.048218
	Iteration 26Q: 3 clusters Score -4085496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 105610 members 
Entering Unmasked Estep 
Score: -4085501.000000 Penalty: 1053.048218
	Iteration 27Q: 3 clusters Score -4085501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 105623 members 
Entering Unmasked Estep 
Score: -4085506.750000 Penalty: 1053.048218
	Iteration 28Q: 3 clusters Score -4085507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 105625 members 
Entering Unmasked Estep 
Score: -4085506.750000 Penalty: 1053.048218
	Iteration 29Q: 3 clusters Score -4085507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 105626 members 
Entering Unmasked Estep 
Score: -4085508.750000 Penalty: 1053.048218
	Iteration 30Q: 3 clusters Score -4085509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 105626 members 
Entering Unmasked Estep 
Score: -4085512.250000 Penalty: 1053.048218
	Iteration 31Q: 3 clusters Score -4085512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 105627 members 
Entering Unmasked Estep 
Score: -4085512.250000 Penalty: 1053.048218
	Iteration 32Q: 3 clusters Score -4085512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 105628 members 
Entering Unmasked Estep 
Score: -4085512.000000 Penalty: 1053.048218
	Iteration 33Q: 3 clusters Score -4085512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 105629 members 
Entering Unmasked Estep 
Score: -4085516.000000 Penalty: 1053.048218
	Iteration 34Q: 3 clusters Score -4085516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 105625 members 
Entering Unmasked Estep 
Score: -4085522.750000 Penalty: 1053.048218
	Iteration 35Q: 3 clusters Score -4085523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 105621 members 
Entering Unmasked Estep 
Score: -4085530.000000 Penalty: 1053.048218
	Iteration 36Q: 3 clusters Score -4085530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 105621 members 
Entering Unmasked Estep 
Score: -4085531.000000 Penalty: 1053.048218
	Iteration 37Q: 3 clusters Score -4085531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 105618 members 
Entering Unmasked Estep 
Score: -4085529.500000 Penalty: 1053.048218
	Iteration 38Q: 3 clusters Score -4085530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 105618 members 
Entering Unmasked Estep 
Score: -4085529.500000 Penalty: 1053.048218
	Iteration 39F: 3 clusters Score -4085530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Entering Unmasked Estep 
Score: -58965.542969 Penalty: 322.522614
	Iteration 0F: 2 clusters Score -58965.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -58024.203125 Penalty: 645.045227
	Iteration 0F: 3 clusters Score -58024.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -58272.468750 Penalty: 645.045227
	Iteration 1F: 3 clusters Score -58272.47 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -58325.906250 Penalty: 645.045227
	Iteration 2F: 3 clusters Score -58325.91 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -58370.281250 Penalty: 645.045227
	Iteration 3F: 3 clusters Score -58370.28 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -58429.437500 Penalty: 645.045227
	Iteration 4F: 3 clusters Score -58429.44 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -58484.171875 Penalty: 645.045227
	Iteration 5F: 3 clusters Score -58484.17 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -58532.761719 Penalty: 645.045227
	Iteration 6Q: 3 clusters Score -58532.76 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -58561.855469 Penalty: 645.045227
	Iteration 7Q: 3 clusters Score -58561.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -58586.550781 Penalty: 645.045227
	Iteration 8Q: 3 clusters Score -58586.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -58598.203125 Penalty: 645.045227
	Iteration 9Q: 3 clusters Score -58598.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -58605.250000 Penalty: 645.045227
	Iteration 10Q: 3 clusters Score -58605.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -58612.394531 Penalty: 645.045227
	Iteration 11Q: 3 clusters Score -58612.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -58619.527344 Penalty: 645.045227
	Iteration 12Q: 3 clusters Score -58619.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -58626.441406 Penalty: 645.045227
	Iteration 13Q: 3 clusters Score -58626.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -58631.281250 Penalty: 645.045227
	Iteration 14Q: 3 clusters Score -58631.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -58637.378906 Penalty: 645.045227
	Iteration 15Q: 3 clusters Score -58637.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -58640.812500 Penalty: 645.045227
	Iteration 16Q: 3 clusters Score -58640.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -58641.328125 Penalty: 645.045227
	Iteration 17Q: 3 clusters Score -58641.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -58642.058594 Penalty: 645.045227
	Iteration 18Q: 3 clusters Score -58642.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -58644.468750 Penalty: 645.045227
	Iteration 19Q: 3 clusters Score -58644.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -58647.429688 Penalty: 645.045227
	Iteration 20F: 3 clusters Score -58647.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -58649.546875 Penalty: 645.045227
	Iteration 21Q: 3 clusters Score -58649.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -58650.976562 Penalty: 645.045227
	Iteration 22Q: 3 clusters Score -58650.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -58652.726562 Penalty: 645.045227
	Iteration 23Q: 3 clusters Score -58652.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -58653.402344 Penalty: 645.045227
	Iteration 24Q: 3 clusters Score -58653.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -58653.402344 Penalty: 645.045227
	Iteration 25F: 3 clusters Score -58653.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Entering Unmasked Estep 
Score: -358848.031250 Penalty: 420.114044
	Iteration 0F: 2 clusters Score -358848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -351957.406250 Penalty: 840.228088
	Iteration 0F: 3 clusters Score -351957.4 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -354999.656250 Penalty: 840.228088
	Iteration 1F: 3 clusters Score -354999.7 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -355551.406250 Penalty: 840.228088
	Iteration 2F: 3 clusters Score -355551.4 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -356046.531250 Penalty: 840.228088
	Iteration 3F: 3 clusters Score -356046.5 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -356435.750000 Penalty: 840.228088
	Iteration 4F: 3 clusters Score -356435.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -356775.531250 Penalty: 840.228088
	Iteration 5F: 3 clusters Score -356775.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -357052.781250 Penalty: 840.228088
	Iteration 6F: 3 clusters Score -357052.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -357237.531250 Penalty: 840.228088
	Iteration 7Q: 3 clusters Score -357237.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -357341.593750 Penalty: 840.228088
	Iteration 8Q: 3 clusters Score -357341.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -357412.406250 Penalty: 840.228088
	Iteration 9Q: 3 clusters Score -357412.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -357472.937500 Penalty: 840.228088
	Iteration 10Q: 3 clusters Score -357472.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -357524.031250 Penalty: 840.228088
	Iteration 11Q: 3 clusters Score -357524 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -357580.343750 Penalty: 840.228088
	Iteration 12Q: 3 clusters Score -357580.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -357655.656250 Penalty: 840.228088
	Iteration 13Q: 3 clusters Score -357655.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -357740.593750 Penalty: 840.228088
	Iteration 14Q: 3 clusters Score -357740.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -357843.718750 Penalty: 840.228088
	Iteration 15Q: 3 clusters Score -357843.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -357964.406250 Penalty: 840.228088
	Iteration 16Q: 3 clusters Score -357964.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -358078.343750 Penalty: 840.228088
	Iteration 17Q: 3 clusters Score -358078.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -358200.031250 Penalty: 840.228088
	Iteration 18Q: 3 clusters Score -358200 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -358308.875000 Penalty: 840.228088
	Iteration 19Q: 3 clusters Score -358308.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -358416.625000 Penalty: 840.228088
	Iteration 20F: 3 clusters Score -358416.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -358490.406250 Penalty: 840.228088
	Iteration 21Q: 3 clusters Score -358490.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -358561.312500 Penalty: 840.228088
	Iteration 22Q: 3 clusters Score -358561.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -358615.093750 Penalty: 840.228088
	Iteration 23Q: 3 clusters Score -358615.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -358659.156250 Penalty: 840.228088
	Iteration 24Q: 3 clusters Score -358659.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -358700.531250 Penalty: 840.228088
	Iteration 25Q: 3 clusters Score -358700.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -358734.968750 Penalty: 840.228088
	Iteration 26Q: 3 clusters Score -358735 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -358765.343750 Penalty: 840.228088
	Iteration 27Q: 3 clusters Score -358765.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -358787.062500 Penalty: 840.228088
	Iteration 28Q: 3 clusters Score -358787.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -358807.718750 Penalty: 840.228088
	Iteration 29Q: 3 clusters Score -358807.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -358836.875000 Penalty: 840.228088
	Iteration 30Q: 3 clusters Score -358836.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -358846.187500 Penalty: 840.228088
	Iteration 31Q: 3 clusters Score -358846.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -358852.687500 Penalty: 840.228088
	Iteration 32Q: 3 clusters Score -358852.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -358854.000000 Penalty: 840.228088
	Iteration 33Q: 3 clusters Score -358854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -358856.593750 Penalty: 840.228088
	Iteration 34Q: 3 clusters Score -358856.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -358859.281250 Penalty: 840.228088
	Iteration 35Q: 3 clusters Score -358859.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -358859.156250 Penalty: 840.228088
	Iteration 36Q: 3 clusters Score -358859.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -358860.875000 Penalty: 840.228088
	Iteration 37Q: 3 clusters Score -358860.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -358860.875000 Penalty: 840.228088
	Iteration 38F: 3 clusters Score -358860.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 10025 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 484602 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 6 contains 7328 members 
Mstep: Class 7 contains 570834 members 
Mstep: Class 8 contains 3567 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 1857 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 8043 members 
Mstep: Class 14 contains 1280 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 5411 members 
Mstep: Class 17 contains 14468 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 12191 members 
Mstep: Class 20 contains 106081 members 
Mstep: Class 21 contains 1198 members 
Mstep: Class 22 contains 9829 members 
Mstep: Class 23 contains 11608 members 
Mstep: Class 24 contains 23146 members 
Mstep: Class 25 contains 10070 members 
Mstep: Class 26 contains 4424 members 
Mstep: Class 27 contains 3537 members 
Mstep: Class 28 contains 15318 members 
Mstep: Class 29 contains 1103 members 
Mstep: Class 30 contains 12311 members 
Mstep: Class 31 contains 9600 members 
Mstep: Class 32 contains 483 members 
Mstep: Class 33 contains 9850 members 
Mstep: Class 34 contains 1686 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 552 members 
Mstep: Class 37 contains 7567 members 
Mstep: Class 38 contains 403 members 
Entering Unmasked Estep 
Score: -50358444.000000 Penalty: 24453.884766
Splitting cluster 22 changes total score from -50355816.000000 to -50358444.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 23 (11608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Entering Unmasked Estep 
Score: -436213.843750 Penalty: 425.854950
	Iteration 0F: 2 clusters Score -436213.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -428551.375000 Penalty: 851.709900
	Iteration 0F: 3 clusters Score -428551.4 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -431559.125000 Penalty: 851.709900
	Iteration 1F: 3 clusters Score -431559.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -431933.750000 Penalty: 851.709900
	Iteration 2F: 3 clusters Score -431933.8 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -432451.375000 Penalty: 851.709900
	Iteration 3F: 3 clusters Score -432451.4 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -433165.093750 Penalty: 851.709900
	Iteration 4F: 3 clusters Score -433165.1 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -433930.812500 Penalty: 851.709900
	Iteration 5F: 3 clusters Score -433930.8 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -434551.875000 Penalty: 851.709900
	Iteration 6F: 3 clusters Score -434551.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -434897.218750 Penalty: 851.709900
	Iteration 7F: 3 clusters Score -434897.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -435082.281250 Penalty: 851.709900
	Iteration 8Q: 3 clusters Score -435082.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -435194.343750 Penalty: 851.709900
	Iteration 9Q: 3 clusters Score -435194.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -435276.562500 Penalty: 851.709900
	Iteration 10Q: 3 clusters Score -435276.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -435346.562500 Penalty: 851.709900
	Iteration 11Q: 3 clusters Score -435346.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -435407.843750 Penalty: 851.709900
	Iteration 12Q: 3 clusters Score -435407.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -435449.968750 Penalty: 851.709900
	Iteration 13Q: 3 clusters Score -435450 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -435494.062500 Penalty: 851.709900
	Iteration 14Q: 3 clusters Score -435494.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -435532.093750 Penalty: 851.709900
	Iteration 15Q: 3 clusters Score -435532.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -435557.312500 Penalty: 851.709900
	Iteration 16Q: 3 clusters Score -435557.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -435578.687500 Penalty: 851.709900
	Iteration 17Q: 3 clusters Score -435578.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -435594.156250 Penalty: 851.709900
	Iteration 18Q: 3 clusters Score -435594.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -435606.093750 Penalty: 851.709900
	Iteration 19Q: 3 clusters Score -435606.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -435615.312500 Penalty: 851.709900
	Iteration 20F: 3 clusters Score -435615.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -435624.906250 Penalty: 851.709900
	Iteration 21Q: 3 clusters Score -435624.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -435635.187500 Penalty: 851.709900
	Iteration 22Q: 3 clusters Score -435635.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -435646.656250 Penalty: 851.709900
	Iteration 23Q: 3 clusters Score -435646.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -435655.812500 Penalty: 851.709900
	Iteration 24Q: 3 clusters Score -435655.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -435663.062500 Penalty: 851.709900
	Iteration 25Q: 3 clusters Score -435663.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -435668.781250 Penalty: 851.709900
	Iteration 26Q: 3 clusters Score -435668.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -435675.093750 Penalty: 851.709900
	Iteration 27Q: 3 clusters Score -435675.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -435681.093750 Penalty: 851.709900
	Iteration 28Q: 3 clusters Score -435681.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -435686.500000 Penalty: 851.709900
	Iteration 29Q: 3 clusters Score -435686.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -435691.875000 Penalty: 851.709900
	Iteration 30Q: 3 clusters Score -435691.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -435696.031250 Penalty: 851.709900
	Iteration 31Q: 3 clusters Score -435696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -435703.843750 Penalty: 851.709900
	Iteration 32Q: 3 clusters Score -435703.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -435709.125000 Penalty: 851.709900
	Iteration 33Q: 3 clusters Score -435709.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -435713.656250 Penalty: 851.709900
	Iteration 34Q: 3 clusters Score -435713.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -435718.000000 Penalty: 851.709900
	Iteration 35Q: 3 clusters Score -435718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -435721.125000 Penalty: 851.709900
	Iteration 36Q: 3 clusters Score -435721.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -435723.625000 Penalty: 851.709900
	Iteration 37Q: 3 clusters Score -435723.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -435727.187500 Penalty: 851.709900
	Iteration 38Q: 3 clusters Score -435727.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -435730.781250 Penalty: 851.709900
	Iteration 39Q: 3 clusters Score -435730.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -435735.937500 Penalty: 851.709900
	Iteration 40F: 3 clusters Score -435735.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -435740.000000 Penalty: 851.709900
	Iteration 41Q: 3 clusters Score -435740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -435742.343750 Penalty: 851.709900
	Iteration 42Q: 3 clusters Score -435742.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -435744.187500 Penalty: 851.709900
	Iteration 43Q: 3 clusters Score -435744.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -435746.562500 Penalty: 851.709900
	Iteration 44Q: 3 clusters Score -435746.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -435749.062500 Penalty: 851.709900
	Iteration 45Q: 3 clusters Score -435749.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -435754.468750 Penalty: 851.709900
	Iteration 46Q: 3 clusters Score -435754.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -435758.031250 Penalty: 851.709900
	Iteration 47Q: 3 clusters Score -435758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -435761.218750 Penalty: 851.709900
	Iteration 48Q: 3 clusters Score -435761.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -435763.750000 Penalty: 851.709900
	Iteration 49Q: 3 clusters Score -435763.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -435765.625000 Penalty: 851.709900
	Iteration 50Q: 3 clusters Score -435765.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -435767.656250 Penalty: 851.709900
	Iteration 51Q: 3 clusters Score -435767.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -435769.000000 Penalty: 851.709900
	Iteration 52Q: 3 clusters Score -435769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -435771.500000 Penalty: 851.709900
	Iteration 53Q: 3 clusters Score -435771.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -435772.437500 Penalty: 851.709900
	Iteration 54Q: 3 clusters Score -435772.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -435775.406250 Penalty: 851.709900
	Iteration 55Q: 3 clusters Score -435775.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -435776.406250 Penalty: 851.709900
	Iteration 56Q: 3 clusters Score -435776.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -435779.406250 Penalty: 851.709900
	Iteration 57Q: 3 clusters Score -435779.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -435781.562500 Penalty: 851.709900
	Iteration 58Q: 3 clusters Score -435781.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -435783.000000 Penalty: 851.709900
	Iteration 59Q: 3 clusters Score -435783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -435784.250000 Penalty: 851.709900
	Iteration 60F: 3 clusters Score -435784.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -435787.906250 Penalty: 851.709900
	Iteration 61Q: 3 clusters Score -435787.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -435790.187500 Penalty: 851.709900
	Iteration 62Q: 3 clusters Score -435790.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -435791.312500 Penalty: 851.709900
	Iteration 63Q: 3 clusters Score -435791.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -435793.625000 Penalty: 851.709900
	Iteration 64Q: 3 clusters Score -435793.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -435794.437500 Penalty: 851.709900
	Iteration 65Q: 3 clusters Score -435794.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -435794.031250 Penalty: 851.709900
	Iteration 66Q: 3 clusters Score -435794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -435793.875000 Penalty: 851.709900
	Iteration 67Q: 3 clusters Score -435793.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -435794.156250 Penalty: 851.709900
	Iteration 68Q: 3 clusters Score -435794.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -435793.968750 Penalty: 851.709900
	Iteration 69Q: 3 clusters Score -435794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -435794.906250 Penalty: 851.709900
	Iteration 70Q: 3 clusters Score -435794.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -435794.562500 Penalty: 851.709900
	Iteration 71Q: 3 clusters Score -435794.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -435794.593750 Penalty: 851.709900
	Iteration 72Q: 3 clusters Score -435794.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -435794.687500 Penalty: 851.709900
	Iteration 73Q: 3 clusters Score -435794.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -435796.062500 Penalty: 851.709900
	Iteration 74Q: 3 clusters Score -435796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -435795.593750 Penalty: 851.709900
	Iteration 75Q: 3 clusters Score -435795.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -435797.781250 Penalty: 851.709900
	Iteration 76Q: 3 clusters Score -435797.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -435798.187500 Penalty: 851.709900
	Iteration 77Q: 3 clusters Score -435798.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -435799.406250 Penalty: 851.709900
	Iteration 78Q: 3 clusters Score -435799.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -435799.750000 Penalty: 851.709900
	Iteration 79Q: 3 clusters Score -435799.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -435800.156250 Penalty: 851.709900
	Iteration 80F: 3 clusters Score -435800.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -435801.906250 Penalty: 851.709900
	Iteration 81Q: 3 clusters Score -435801.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -435802.656250 Penalty: 851.709900
	Iteration 82Q: 3 clusters Score -435802.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -435803.187500 Penalty: 851.709900
	Iteration 83Q: 3 clusters Score -435803.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -435803.500000 Penalty: 851.709900
	Iteration 84Q: 3 clusters Score -435803.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -435804.156250 Penalty: 851.709900
	Iteration 85Q: 3 clusters Score -435804.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -435803.593750 Penalty: 851.709900
	Iteration 86Q: 3 clusters Score -435803.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -435803.250000 Penalty: 851.709900
	Iteration 87Q: 3 clusters Score -435803.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -435803.750000 Penalty: 851.709900
	Iteration 88Q: 3 clusters Score -435803.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -435804.468750 Penalty: 851.709900
	Iteration 89Q: 3 clusters Score -435804.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -435804.812500 Penalty: 851.709900
	Iteration 90Q: 3 clusters Score -435804.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -435808.500000 Penalty: 851.709900
	Iteration 91Q: 3 clusters Score -435808.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -435810.031250 Penalty: 851.709900
	Iteration 92Q: 3 clusters Score -435810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -435809.156250 Penalty: 851.709900
	Iteration 93Q: 3 clusters Score -435809.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -435810.750000 Penalty: 851.709900
	Iteration 94Q: 3 clusters Score -435810.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -435812.343750 Penalty: 851.709900
	Iteration 95Q: 3 clusters Score -435812.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -435813.187500 Penalty: 851.709900
	Iteration 96Q: 3 clusters Score -435813.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -435814.843750 Penalty: 851.709900
	Iteration 97Q: 3 clusters Score -435814.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -435815.531250 Penalty: 851.709900
	Iteration 98Q: 3 clusters Score -435815.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -435816.906250 Penalty: 851.709900
	Iteration 99Q: 3 clusters Score -435816.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -435818.281250 Penalty: 851.709900
	Iteration 100F: 3 clusters Score -435818.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -435820.218750 Penalty: 851.709900
	Iteration 101Q: 3 clusters Score -435820.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -435822.281250 Penalty: 851.709900
	Iteration 102Q: 3 clusters Score -435822.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -435825.281250 Penalty: 851.709900
	Iteration 103Q: 3 clusters Score -435825.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -435827.812500 Penalty: 851.709900
	Iteration 104Q: 3 clusters Score -435827.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -435830.156250 Penalty: 851.709900
	Iteration 105Q: 3 clusters Score -435830.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -435835.562500 Penalty: 851.709900
	Iteration 106Q: 3 clusters Score -435835.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -435840.562500 Penalty: 851.709900
	Iteration 107Q: 3 clusters Score -435840.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -435846.906250 Penalty: 851.709900
	Iteration 108Q: 3 clusters Score -435846.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -435852.593750 Penalty: 851.709900
	Iteration 109Q: 3 clusters Score -435852.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -435855.343750 Penalty: 851.709900
	Iteration 110Q: 3 clusters Score -435855.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -435857.093750 Penalty: 851.709900
	Iteration 111Q: 3 clusters Score -435857.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -435861.593750 Penalty: 851.709900
	Iteration 112Q: 3 clusters Score -435861.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -435864.968750 Penalty: 851.709900
	Iteration 113Q: 3 clusters Score -435865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -435867.656250 Penalty: 851.709900
	Iteration 114Q: 3 clusters Score -435867.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -435871.906250 Penalty: 851.709900
	Iteration 115Q: 3 clusters Score -435871.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -435875.937500 Penalty: 851.709900
	Iteration 116Q: 3 clusters Score -435875.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -435878.031250 Penalty: 851.709900
	Iteration 117Q: 3 clusters Score -435878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -435880.218750 Penalty: 851.709900
	Iteration 118Q: 3 clusters Score -435880.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -435881.562500 Penalty: 851.709900
	Iteration 119Q: 3 clusters Score -435881.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -435882.625000 Penalty: 851.709900
	Iteration 120F: 3 clusters Score -435882.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -435882.875000 Penalty: 851.709900
	Iteration 121Q: 3 clusters Score -435882.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -435884.093750 Penalty: 851.709900
	Iteration 122Q: 3 clusters Score -435884.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -435885.218750 Penalty: 851.709900
	Iteration 123Q: 3 clusters Score -435885.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -435887.343750 Penalty: 851.709900
	Iteration 124Q: 3 clusters Score -435887.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -435888.062500 Penalty: 851.709900
	Iteration 125Q: 3 clusters Score -435888.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -435888.406250 Penalty: 851.709900
	Iteration 126Q: 3 clusters Score -435888.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -435889.781250 Penalty: 851.709900
	Iteration 127Q: 3 clusters Score -435889.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -435890.781250 Penalty: 851.709900
	Iteration 128Q: 3 clusters Score -435890.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -435891.031250 Penalty: 851.709900
	Iteration 129Q: 3 clusters Score -435891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -435893.843750 Penalty: 851.709900
	Iteration 130Q: 3 clusters Score -435893.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -435895.406250 Penalty: 851.709900
	Iteration 131Q: 3 clusters Score -435895.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -435896.062500 Penalty: 851.709900
	Iteration 132Q: 3 clusters Score -435896.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -435896.781250 Penalty: 851.709900
	Iteration 133Q: 3 clusters Score -435896.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -435895.843750 Penalty: 851.709900
	Iteration 134Q: 3 clusters Score -435895.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -435897.437500 Penalty: 851.709900
	Iteration 135Q: 3 clusters Score -435897.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -435897.531250 Penalty: 851.709900
	Iteration 136Q: 3 clusters Score -435897.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -435898.437500 Penalty: 851.709900
	Iteration 137Q: 3 clusters Score -435898.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -435897.312500 Penalty: 851.709900
	Iteration 138Q: 3 clusters Score -435897.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -435897.906250 Penalty: 851.709900
	Iteration 139Q: 3 clusters Score -435897.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -435897.906250 Penalty: 851.709900
	Iteration 140F: 3 clusters Score -435897.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Entering Unmasked Estep 
Score: -851995.250000 Penalty: 457.255798
	Iteration 0F: 2 clusters Score -851995.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -836613.000000 Penalty: 914.511597
	Iteration 0F: 3 clusters Score -836613 nChanged 11014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -842957.937500 Penalty: 914.511597
	Iteration 1F: 3 clusters Score -842957.9 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -843693.187500 Penalty: 914.511597
	Iteration 2F: 3 clusters Score -843693.2 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -844785.812500 Penalty: 914.511597
	Iteration 3F: 3 clusters Score -844785.8 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -845978.000000 Penalty: 914.511597
	Iteration 4F: 3 clusters Score -845978 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -847035.875000 Penalty: 914.511597
	Iteration 5F: 3 clusters Score -847035.9 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -847903.437500 Penalty: 914.511597
	Iteration 6F: 3 clusters Score -847903.4 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -848597.500000 Penalty: 914.511597
	Iteration 7F: 3 clusters Score -848597.5 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -849097.437500 Penalty: 914.511597
	Iteration 8Q: 3 clusters Score -849097.4 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -849417.500000 Penalty: 914.511597
	Iteration 9Q: 3 clusters Score -849417.5 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -849632.125000 Penalty: 914.511597
	Iteration 10Q: 3 clusters Score -849632.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -849789.250000 Penalty: 914.511597
	Iteration 11Q: 3 clusters Score -849789.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -849892.500000 Penalty: 914.511597
	Iteration 12Q: 3 clusters Score -849892.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -849965.375000 Penalty: 914.511597
	Iteration 13Q: 3 clusters Score -849965.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -850030.625000 Penalty: 914.511597
	Iteration 14Q: 3 clusters Score -850030.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -850082.562500 Penalty: 914.511597
	Iteration 15Q: 3 clusters Score -850082.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -850135.062500 Penalty: 914.511597
	Iteration 16Q: 3 clusters Score -850135.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -850181.625000 Penalty: 914.511597
	Iteration 17Q: 3 clusters Score -850181.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -850235.500000 Penalty: 914.511597
	Iteration 18Q: 3 clusters Score -850235.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -850296.687500 Penalty: 914.511597
	Iteration 19Q: 3 clusters Score -850296.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -850350.562500 Penalty: 914.511597
	Iteration 20F: 3 clusters Score -850350.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -850406.937500 Penalty: 914.511597
	Iteration 21Q: 3 clusters Score -850406.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -850473.625000 Penalty: 914.511597
	Iteration 22Q: 3 clusters Score -850473.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -850555.250000 Penalty: 914.511597
	Iteration 23Q: 3 clusters Score -850555.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -850633.625000 Penalty: 914.511597
	Iteration 24Q: 3 clusters Score -850633.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -850708.125000 Penalty: 914.511597
	Iteration 25Q: 3 clusters Score -850708.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -850786.562500 Penalty: 914.511597
	Iteration 26Q: 3 clusters Score -850786.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -850855.375000 Penalty: 914.511597
	Iteration 27Q: 3 clusters Score -850855.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -850918.125000 Penalty: 914.511597
	Iteration 28Q: 3 clusters Score -850918.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -850980.625000 Penalty: 914.511597
	Iteration 29Q: 3 clusters Score -850980.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -851040.937500 Penalty: 914.511597
	Iteration 30Q: 3 clusters Score -851040.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -851099.937500 Penalty: 914.511597
	Iteration 31Q: 3 clusters Score -851099.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -851139.500000 Penalty: 914.511597
	Iteration 32Q: 3 clusters Score -851139.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -851176.312500 Penalty: 914.511597
	Iteration 33Q: 3 clusters Score -851176.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -851205.875000 Penalty: 914.511597
	Iteration 34Q: 3 clusters Score -851205.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -851235.250000 Penalty: 914.511597
	Iteration 35Q: 3 clusters Score -851235.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -851269.500000 Penalty: 914.511597
	Iteration 36Q: 3 clusters Score -851269.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -851298.812500 Penalty: 914.511597
	Iteration 37Q: 3 clusters Score -851298.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -851327.812500 Penalty: 914.511597
	Iteration 38Q: 3 clusters Score -851327.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -851356.437500 Penalty: 914.511597
	Iteration 39Q: 3 clusters Score -851356.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -851381.187500 Penalty: 914.511597
	Iteration 40F: 3 clusters Score -851381.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -851400.437500 Penalty: 914.511597
	Iteration 41Q: 3 clusters Score -851400.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -851419.375000 Penalty: 914.511597
	Iteration 42Q: 3 clusters Score -851419.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -851445.375000 Penalty: 914.511597
	Iteration 43Q: 3 clusters Score -851445.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -851461.187500 Penalty: 914.511597
	Iteration 44Q: 3 clusters Score -851461.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -851476.000000 Penalty: 914.511597
	Iteration 45Q: 3 clusters Score -851476 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -851501.812500 Penalty: 914.511597
	Iteration 46Q: 3 clusters Score -851501.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -851516.687500 Penalty: 914.511597
	Iteration 47Q: 3 clusters Score -851516.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -851532.625000 Penalty: 914.511597
	Iteration 48Q: 3 clusters Score -851532.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -851545.250000 Penalty: 914.511597
	Iteration 49Q: 3 clusters Score -851545.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -851557.187500 Penalty: 914.511597
	Iteration 50Q: 3 clusters Score -851557.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -851565.937500 Penalty: 914.511597
	Iteration 51Q: 3 clusters Score -851565.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -851583.937500 Penalty: 914.511597
	Iteration 52Q: 3 clusters Score -851583.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -851607.000000 Penalty: 914.511597
	Iteration 53Q: 3 clusters Score -851607 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -851626.187500 Penalty: 914.511597
	Iteration 54Q: 3 clusters Score -851626.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -851640.125000 Penalty: 914.511597
	Iteration 55Q: 3 clusters Score -851640.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -851654.062500 Penalty: 914.511597
	Iteration 56Q: 3 clusters Score -851654.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -851663.437500 Penalty: 914.511597
	Iteration 57Q: 3 clusters Score -851663.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -851675.875000 Penalty: 914.511597
	Iteration 58Q: 3 clusters Score -851675.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -851678.750000 Penalty: 914.511597
	Iteration 59Q: 3 clusters Score -851678.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -851685.187500 Penalty: 914.511597
	Iteration 60F: 3 clusters Score -851685.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -851686.500000 Penalty: 914.511597
	Iteration 61Q: 3 clusters Score -851686.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -851691.875000 Penalty: 914.511597
	Iteration 62Q: 3 clusters Score -851691.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -851695.375000 Penalty: 914.511597
	Iteration 63Q: 3 clusters Score -851695.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -851701.500000 Penalty: 914.511597
	Iteration 64Q: 3 clusters Score -851701.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -851706.000000 Penalty: 914.511597
	Iteration 65Q: 3 clusters Score -851706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -851716.187500 Penalty: 914.511597
	Iteration 66Q: 3 clusters Score -851716.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -851722.687500 Penalty: 914.511597
	Iteration 67Q: 3 clusters Score -851722.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -851729.562500 Penalty: 914.511597
	Iteration 68Q: 3 clusters Score -851729.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -851735.125000 Penalty: 914.511597
	Iteration 69Q: 3 clusters Score -851735.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -851737.812500 Penalty: 914.511597
	Iteration 70Q: 3 clusters Score -851737.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -851737.562500 Penalty: 914.511597
	Iteration 71Q: 3 clusters Score -851737.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -851737.375000 Penalty: 914.511597
	Iteration 72Q: 3 clusters Score -851737.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -851739.062500 Penalty: 914.511597
	Iteration 73Q: 3 clusters Score -851739.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -851739.250000 Penalty: 914.511597
	Iteration 74Q: 3 clusters Score -851739.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -851739.250000 Penalty: 914.511597
	Iteration 75Q: 3 clusters Score -851739.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -851739.687500 Penalty: 914.511597
	Iteration 76Q: 3 clusters Score -851739.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -851740.250000 Penalty: 914.511597
	Iteration 77Q: 3 clusters Score -851740.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -851742.437500 Penalty: 914.511597
	Iteration 78Q: 3 clusters Score -851742.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -851745.125000 Penalty: 914.511597
	Iteration 79Q: 3 clusters Score -851745.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -851744.187500 Penalty: 914.511597
	Iteration 80F: 3 clusters Score -851744.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -851749.187500 Penalty: 914.511597
	Iteration 81Q: 3 clusters Score -851749.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -851750.625000 Penalty: 914.511597
	Iteration 82Q: 3 clusters Score -851750.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -851753.750000 Penalty: 914.511597
	Iteration 83Q: 3 clusters Score -851753.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -851756.312500 Penalty: 914.511597
	Iteration 84Q: 3 clusters Score -851756.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -851755.000000 Penalty: 914.511597
	Iteration 85Q: 3 clusters Score -851755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -851755.625000 Penalty: 914.511597
	Iteration 86Q: 3 clusters Score -851755.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -851757.500000 Penalty: 914.511597
	Iteration 87Q: 3 clusters Score -851757.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -851759.187500 Penalty: 914.511597
	Iteration 88Q: 3 clusters Score -851759.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -851760.000000 Penalty: 914.511597
	Iteration 89Q: 3 clusters Score -851760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -851760.312500 Penalty: 914.511597
	Iteration 90Q: 3 clusters Score -851760.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -851760.687500 Penalty: 914.511597
	Iteration 91Q: 3 clusters Score -851760.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -851762.250000 Penalty: 914.511597
	Iteration 92Q: 3 clusters Score -851762.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -851762.250000 Penalty: 914.511597
	Iteration 93F: 3 clusters Score -851762.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -354378.937500 Penalty: 419.387878
	Iteration 0F: 2 clusters Score -354378.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -347772.718750 Penalty: 838.775757
	Iteration 0F: 3 clusters Score -347772.7 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -350671.906250 Penalty: 838.775757
	Iteration 1F: 3 clusters Score -350671.9 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -351077.125000 Penalty: 838.775757
	Iteration 2F: 3 clusters Score -351077.1 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -351588.875000 Penalty: 838.775757
	Iteration 3F: 3 clusters Score -351588.9 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -352185.875000 Penalty: 838.775757
	Iteration 4F: 3 clusters Score -352185.9 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -352738.000000 Penalty: 838.775757
	Iteration 5F: 3 clusters Score -352738 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -353172.843750 Penalty: 838.775757
	Iteration 6Q: 3 clusters Score -353172.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -353502.062500 Penalty: 838.775757
	Iteration 7Q: 3 clusters Score -353502.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -353687.875000 Penalty: 838.775757
	Iteration 8Q: 3 clusters Score -353687.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -353768.187500 Penalty: 838.775757
	Iteration 9Q: 3 clusters Score -353768.2 nChanged 108
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: -353820.375000 Penalty: 838.775757
	Iteration 10Q: 3 clusters Score -353820.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -353870.000000 Penalty: 838.775757
	Iteration 11Q: 3 clusters Score -353870 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -353906.875000 Penalty: 838.775757
	Iteration 12Q: 3 clusters Score -353906.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -353927.437500 Penalty: 838.775757
	Iteration 13Q: 3 clusters Score -353927.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -353948.000000 Penalty: 838.775757
	Iteration 14Q: 3 clusters Score -353948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -353970.250000 Penalty: 838.775757
	Iteration 15Q: 3 clusters Score -353970.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -353989.093750 Penalty: 838.775757
	Iteration 16Q: 3 clusters Score -353989.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -354007.062500 Penalty: 838.775757
	Iteration 17Q: 3 clusters Score -354007.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -354018.593750 Penalty: 838.775757
	Iteration 18Q: 3 clusters Score -354018.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -354027.343750 Penalty: 838.775757
	Iteration 19Q: 3 clusters Score -354027.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -354036.156250 Penalty: 838.775757
	Iteration 20F: 3 clusters Score -354036.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -354043.562500 Penalty: 838.775757
	Iteration 21Q: 3 clusters Score -354043.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -354048.468750 Penalty: 838.775757
	Iteration 22Q: 3 clusters Score -354048.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -354052.125000 Penalty: 838.775757
	Iteration 23Q: 3 clusters Score -354052.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -354055.062500 Penalty: 838.775757
	Iteration 24Q: 3 clusters Score -354055.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -354057.750000 Penalty: 838.775757
	Iteration 25Q: 3 clusters Score -354057.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -354058.437500 Penalty: 838.775757
	Iteration 26Q: 3 clusters Score -354058.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -354058.593750 Penalty: 838.775757
	Iteration 27Q: 3 clusters Score -354058.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -354060.218750 Penalty: 838.775757
	Iteration 28Q: 3 clusters Score -354060.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -354061.000000 Penalty: 838.775757
	Iteration 29Q: 3 clusters Score -354061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -354061.156250 Penalty: 838.775757
	Iteration 30Q: 3 clusters Score -354061.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -354062.156250 Penalty: 838.775757
	Iteration 31Q: 3 clusters Score -354062.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -354063.687500 Penalty: 838.775757
	Iteration 32Q: 3 clusters Score -354063.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -354067.968750 Penalty: 838.775757
	Iteration 33Q: 3 clusters Score -354068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -354070.812500 Penalty: 838.775757
	Iteration 34Q: 3 clusters Score -354070.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -354072.218750 Penalty: 838.775757
	Iteration 35Q: 3 clusters Score -354072.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -354072.812500 Penalty: 838.775757
	Iteration 36Q: 3 clusters Score -354072.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -354074.750000 Penalty: 838.775757
	Iteration 37Q: 3 clusters Score -354074.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -354074.625000 Penalty: 838.775757
	Iteration 38Q: 3 clusters Score -354074.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -354075.656250 Penalty: 838.775757
	Iteration 39Q: 3 clusters Score -354075.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -354078.000000 Penalty: 838.775757
	Iteration 40F: 3 clusters Score -354078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -354079.281250 Penalty: 838.775757
	Iteration 41Q: 3 clusters Score -354079.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -354079.281250 Penalty: 838.775757
	Iteration 42Q: 3 clusters Score -354079.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -354079.281250 Penalty: 838.775757
	Iteration 43F: 3 clusters Score -354079.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Entering Unmasked Estep 
Score: -155067.656250 Penalty: 381.963379
	Iteration 0F: 2 clusters Score -155067.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -152073.671875 Penalty: 763.926758
	Iteration 0F: 3 clusters Score -152073.7 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -153156.390625 Penalty: 763.926758
	Iteration 1F: 3 clusters Score -153156.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -153294.421875 Penalty: 763.926758
	Iteration 2F: 3 clusters Score -153294.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -153429.078125 Penalty: 763.926758
	Iteration 3F: 3 clusters Score -153429.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -153548.171875 Penalty: 763.926758
	Iteration 4F: 3 clusters Score -153548.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -153656.171875 Penalty: 763.926758
	Iteration 5F: 3 clusters Score -153656.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -153767.015625 Penalty: 763.926758
	Iteration 6F: 3 clusters Score -153767 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -153890.828125 Penalty: 763.926758
	Iteration 7Q: 3 clusters Score -153890.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -154036.593750 Penalty: 763.926758
	Iteration 8F: 3 clusters Score -154036.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -154172.093750 Penalty: 763.926758
	Iteration 9Q: 3 clusters Score -154172.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -154274.343750 Penalty: 763.926758
	Iteration 10Q: 3 clusters Score -154274.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -154348.687500 Penalty: 763.926758
	Iteration 11Q: 3 clusters Score -154348.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -154435.015625 Penalty: 763.926758
	Iteration 12Q: 3 clusters Score -154435 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -154533.312500 Penalty: 763.926758
	Iteration 13Q: 3 clusters Score -154533.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -154632.640625 Penalty: 763.926758
	Iteration 14Q: 3 clusters Score -154632.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -154702.734375 Penalty: 763.926758
	Iteration 15Q: 3 clusters Score -154702.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -154736.531250 Penalty: 763.926758
	Iteration 16Q: 3 clusters Score -154736.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -154761.609375 Penalty: 763.926758
	Iteration 17Q: 3 clusters Score -154761.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -154776.843750 Penalty: 763.926758
	Iteration 18Q: 3 clusters Score -154776.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -154789.515625 Penalty: 763.926758
	Iteration 19Q: 3 clusters Score -154789.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -154805.593750 Penalty: 763.926758
	Iteration 20F: 3 clusters Score -154805.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -154814.031250 Penalty: 763.926758
	Iteration 21Q: 3 clusters Score -154814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -154819.734375 Penalty: 763.926758
	Iteration 22Q: 3 clusters Score -154819.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -154827.671875 Penalty: 763.926758
	Iteration 23Q: 3 clusters Score -154827.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -154835.859375 Penalty: 763.926758
	Iteration 24Q: 3 clusters Score -154835.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -154844.906250 Penalty: 763.926758
	Iteration 25Q: 3 clusters Score -154844.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -154853.359375 Penalty: 763.926758
	Iteration 26Q: 3 clusters Score -154853.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -154862.921875 Penalty: 763.926758
	Iteration 27Q: 3 clusters Score -154862.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -154870.359375 Penalty: 763.926758
	Iteration 28Q: 3 clusters Score -154870.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -154878.546875 Penalty: 763.926758
	Iteration 29Q: 3 clusters Score -154878.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -154882.203125 Penalty: 763.926758
	Iteration 30Q: 3 clusters Score -154882.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -154883.625000 Penalty: 763.926758
	Iteration 31Q: 3 clusters Score -154883.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -154885.562500 Penalty: 763.926758
	Iteration 32Q: 3 clusters Score -154885.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -154887.390625 Penalty: 763.926758
	Iteration 33Q: 3 clusters Score -154887.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -154890.906250 Penalty: 763.926758
	Iteration 34Q: 3 clusters Score -154890.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -154894.750000 Penalty: 763.926758
	Iteration 35Q: 3 clusters Score -154894.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -154898.046875 Penalty: 763.926758
	Iteration 36Q: 3 clusters Score -154898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -154899.671875 Penalty: 763.926758
	Iteration 37Q: 3 clusters Score -154899.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -154900.906250 Penalty: 763.926758
	Iteration 38Q: 3 clusters Score -154900.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -154902.453125 Penalty: 763.926758
	Iteration 39Q: 3 clusters Score -154902.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -154903.062500 Penalty: 763.926758
	Iteration 40F: 3 clusters Score -154903.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Entering Unmasked Estep 
Score: -123133.820312 Penalty: 371.782043
	Iteration 0F: 2 clusters Score -123133.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -120839.640625 Penalty: 743.564087
	Iteration 0F: 3 clusters Score -120839.6 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -122083.468750 Penalty: 743.564087
	Iteration 1F: 3 clusters Score -122083.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -122429.500000 Penalty: 743.564087
	Iteration 2F: 3 clusters Score -122429.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -122604.210938 Penalty: 743.564087
	Iteration 3F: 3 clusters Score -122604.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -122675.742188 Penalty: 743.564087
	Iteration 4Q: 3 clusters Score -122675.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -122714.562500 Penalty: 743.564087
	Iteration 5Q: 3 clusters Score -122714.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -122743.203125 Penalty: 743.564087
	Iteration 6Q: 3 clusters Score -122743.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -122765.875000 Penalty: 743.564087
	Iteration 7Q: 3 clusters Score -122765.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -122784.765625 Penalty: 743.564087
	Iteration 8Q: 3 clusters Score -122784.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -122810.914062 Penalty: 743.564087
	Iteration 9Q: 3 clusters Score -122810.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -122847.343750 Penalty: 743.564087
	Iteration 10Q: 3 clusters Score -122847.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -122880.625000 Penalty: 743.564087
	Iteration 11Q: 3 clusters Score -122880.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -122908.476562 Penalty: 743.564087
	Iteration 12Q: 3 clusters Score -122908.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -122924.257812 Penalty: 743.564087
	Iteration 13Q: 3 clusters Score -122924.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -122936.554688 Penalty: 743.564087
	Iteration 14Q: 3 clusters Score -122936.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -122943.984375 Penalty: 743.564087
	Iteration 15Q: 3 clusters Score -122944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -122950.304688 Penalty: 743.564087
	Iteration 16Q: 3 clusters Score -122950.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -122957.140625 Penalty: 743.564087
	Iteration 17Q: 3 clusters Score -122957.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -122962.867188 Penalty: 743.564087
	Iteration 18Q: 3 clusters Score -122962.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -122965.218750 Penalty: 743.564087
	Iteration 19Q: 3 clusters Score -122965.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -122967.312500 Penalty: 743.564087
	Iteration 20F: 3 clusters Score -122967.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -122968.289062 Penalty: 743.564087
	Iteration 21Q: 3 clusters Score -122968.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -122968.796875 Penalty: 743.564087
	Iteration 22Q: 3 clusters Score -122968.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -122969.460938 Penalty: 743.564087
	Iteration 23Q: 3 clusters Score -122969.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -122969.851562 Penalty: 743.564087
	Iteration 24Q: 3 clusters Score -122969.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -122969.960938 Penalty: 743.564087
	Iteration 25Q: 3 clusters Score -122970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -122970.679688 Penalty: 743.564087
	Iteration 26Q: 3 clusters Score -122970.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -122971.109375 Penalty: 743.564087
	Iteration 27Q: 3 clusters Score -122971.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -122971.593750 Penalty: 743.564087
	Iteration 28Q: 3 clusters Score -122971.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -122972.054688 Penalty: 743.564087
	Iteration 29Q: 3 clusters Score -122972.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -122972.250000 Penalty: 743.564087
	Iteration 30Q: 3 clusters Score -122972.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -122972.515625 Penalty: 743.564087
	Iteration 31Q: 3 clusters Score -122972.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -122972.835938 Penalty: 743.564087
	Iteration 32Q: 3 clusters Score -122972.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -122973.007812 Penalty: 743.564087
	Iteration 33Q: 3 clusters Score -122973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -122973.007812 Penalty: 743.564087
	Iteration 34F: 3 clusters Score -122973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Entering Unmasked Estep 
Score: -568770.500000 Penalty: 438.473663
	Iteration 0F: 2 clusters Score -568770.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -558570.875000 Penalty: 876.947327
	Iteration 0F: 3 clusters Score -558570.9 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -562740.875000 Penalty: 876.947327
	Iteration 1F: 3 clusters Score -562740.9 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -563255.312500 Penalty: 876.947327
	Iteration 2F: 3 clusters Score -563255.3 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -564072.937500 Penalty: 876.947327
	Iteration 3F: 3 clusters Score -564072.9 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -565165.062500 Penalty: 876.947327
	Iteration 4F: 3 clusters Score -565165.1 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -566476.187500 Penalty: 876.947327
	Iteration 5F: 3 clusters Score -566476.2 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -567571.187500 Penalty: 876.947327
	Iteration 6F: 3 clusters Score -567571.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -568106.375000 Penalty: 876.947327
	Iteration 7Q: 3 clusters Score -568106.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -568292.125000 Penalty: 876.947327
	Iteration 8Q: 3 clusters Score -568292.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -568361.375000 Penalty: 876.947327
	Iteration 9Q: 3 clusters Score -568361.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -568380.062500 Penalty: 876.947327
	Iteration 10Q: 3 clusters Score -568380.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -568386.625000 Penalty: 876.947327
	Iteration 11Q: 3 clusters Score -568386.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -568395.375000 Penalty: 876.947327
	Iteration 12Q: 3 clusters Score -568395.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -568398.812500 Penalty: 876.947327
	Iteration 13Q: 3 clusters Score -568398.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -568398.812500 Penalty: 876.947327
	Iteration 14F: 3 clusters Score -568398.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -37167.066406 Penalty: 318.763397
	Iteration 0F: 2 clusters Score -37167.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -36339.101562 Penalty: 637.526794
	Iteration 0F: 3 clusters Score -36339.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -36636.835938 Penalty: 637.526794
	Iteration 1F: 3 clusters Score -36636.84 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -36714.347656 Penalty: 637.526794
	Iteration 2F: 3 clusters Score -36714.35 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -36785.953125 Penalty: 637.526794
	Iteration 3F: 3 clusters Score -36785.95 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -36859.468750 Penalty: 637.526794
	Iteration 4F: 3 clusters Score -36859.47 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -36899.566406 Penalty: 637.526794
	Iteration 5Q: 3 clusters Score -36899.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -36933.558594 Penalty: 637.526794
	Iteration 6Q: 3 clusters Score -36933.56 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -36969.785156 Penalty: 637.526794
	Iteration 7Q: 3 clusters Score -36969.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -36993.765625 Penalty: 637.526794
	Iteration 8Q: 3 clusters Score -36993.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -37008.175781 Penalty: 637.526794
	Iteration 9Q: 3 clusters Score -37008.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37013.566406 Penalty: 637.526794
	Iteration 10Q: 3 clusters Score -37013.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -37018.988281 Penalty: 637.526794
	Iteration 11Q: 3 clusters Score -37018.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37030.761719 Penalty: 637.526794
	Iteration 12Q: 3 clusters Score -37030.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -37041.828125 Penalty: 637.526794
	Iteration 13Q: 3 clusters Score -37041.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -37053.820312 Penalty: 637.526794
	Iteration 14Q: 3 clusters Score -37053.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -37063.230469 Penalty: 637.526794
	Iteration 15Q: 3 clusters Score -37063.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -37077.332031 Penalty: 637.526794
	Iteration 16Q: 3 clusters Score -37077.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -37096.628906 Penalty: 637.526794
	Iteration 17Q: 3 clusters Score -37096.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -37112.019531 Penalty: 637.526794
	Iteration 18Q: 3 clusters Score -37112.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -37124.535156 Penalty: 637.526794
	Iteration 19Q: 3 clusters Score -37124.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -37133.750000 Penalty: 637.526794
	Iteration 20F: 3 clusters Score -37133.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -37136.515625 Penalty: 637.526794
	Iteration 21Q: 3 clusters Score -37136.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -37137.027344 Penalty: 637.526794
	Iteration 22Q: 3 clusters Score -37137.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -37137.585938 Penalty: 637.526794
	Iteration 23Q: 3 clusters Score -37137.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -37138.011719 Penalty: 637.526794
	Iteration 24Q: 3 clusters Score -37138.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -37139.214844 Penalty: 637.526794
	Iteration 25Q: 3 clusters Score -37139.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -37139.425781 Penalty: 637.526794
	Iteration 26Q: 3 clusters Score -37139.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -37139.546875 Penalty: 637.526794
	Iteration 27Q: 3 clusters Score -37139.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -37139.546875 Penalty: 637.526794
	Iteration 28F: 3 clusters Score -37139.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 10025 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 484602 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 6 contains 7328 members 
Mstep: Class 7 contains 570834 members 
Mstep: Class 8 contains 3567 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 1857 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 8043 members 
Mstep: Class 14 contains 1280 members 
Mstep: Class 15 contains 368 members 
Mstep: Class 16 contains 5411 members 
Mstep: Class 17 contains 14468 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 12191 members 
Mstep: Class 20 contains 106081 members 
Mstep: Class 21 contains 1198 members 
Mstep: Class 22 contains 9829 members 
Mstep: Class 23 contains 11608 members 
Mstep: Class 24 contains 23146 members 
Mstep: Class 25 contains 10070 members 
Mstep: Class 26 contains 4424 members 
Mstep: Class 27 contains 3537 members 
Mstep: Class 28 contains 15318 members 
Mstep: Class 29 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50361780.000000 Penalty: 24453.884766
Iteration 79Q: 39 clusters Score -5.036178e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 10074 members 
Mstep: Class 3 contains 7220 members 
Mstep: Class 4 contains 484452 members 
Mstep: Class 5 contains 9133 members 
Mstep: Class 6 contains 7325 members 
Mstep: Class 7 contains 571804 members 
Mstep: Class 8 contains 3611 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 783 members 
Mstep: Class 11 contains 2098 members 
Mstep: Class 12 contains 796 members 
Mstep: Class 13 contains 7982 members 
Mstep: Class 14 contains 1273 members 
Mstep: Class 15 contains 377 members 
Mstep: Class 16 contains 5255 members 
Mstep: Class 17 contains 14708 members 
Mstep: Class 18 contains 2006 members 
Mstep: Class 19 contains 12259 members 
Mstep: Class 20 contains 105996 members 
Mstep: Class 21 contains 1198 members 
Mstep: Class 22 contains 10054 members 
Mstep: Class 23 contains 11824 members 
Mstep: Class 24 contains 23228 members 
Mstep: Class 25 contains 10146 members 
Mstep: Class 26 contains 4421 members 
Mstep: Class 27 contains 3539 members 
Mstep: Class 28 contains 15310 members 
Mstep: Class 29 contains 1120 members 
Mstep: Class 30 contains 11293 members 
Mstep: Class 31 contains 8924 members 
Mstep: Class 32 contains 443 members 
Mstep: Class 33 contains 9819 members 
Mstep: Class 34 contains 1588 members 
Mstep: Class 35 contains 1633 members 
Mstep: Class 36 contains 525 members 
Mstep: Class 37 contains 7422 members 
Mstep: Class 38 contains 437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50365284.000000 Penalty: 24453.884766
Iteration 80F: 39 clusters Score -5.036528e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 10126 members 
Mstep: Class 3 contains 7235 members 
Mstep: Class 4 contains 484165 members 
Mstep: Class 5 contains 9045 members 
Mstep: Class 6 contains 7292 members 
Mstep: Class 7 contains 570896 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 3654 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 2235 members 
Mstep: Class 12 contains 799 members 
Mstep: Class 13 contains 7933 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 5108 members 
Mstep: Class 17 contains 14912 members 
Mstep: Class 18 contains 2010 members 
Mstep: Class 19 contains 12383 members 
Mstep: Class 20 contains 105881 members 
Mstep: Class 21 contains 1198 members 
Mstep: Class 22 contains 10110 members 
Mstep: Class 23 contains 12050 members 
Mstep: Class 24 contains 23116 members 
Mstep: Class 25 contains 10100 members 
Mstep: Class 26 contains 4404 members 
Mstep: Class 27 contains 3537 members 
Mstep: Class 28 contains 15300 members 
Mstep: Class 29 contains 1132 members 
Mstep: Class 30 contains 11646 members 
Mstep: Class 31 contains 8862 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 9807 members 
Mstep: Class 34 contains 1609 members 
Mstep: Class 35 contains 1807 members 
Mstep: Class 36 contains 594 members 
Mstep: Class 37 contains 7579 members 
Mstep: Class 38 contains 483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50367208.000000 Penalty: 24453.884766
Iteration 81Q: 39 clusters Score -5.036721e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 10206 members 
Mstep: Class 3 contains 7235 members 
Mstep: Class 4 contains 483981 members 
Mstep: Class 5 contains 8966 members 
Mstep: Class 6 contains 7264 members 
Mstep: Class 7 contains 569986 members 
Mstep: Class 8 contains 3550 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 790 members 
Mstep: Class 11 contains 2369 members 
Mstep: Class 12 contains 799 members 
Mstep: Class 13 contains 7912 members 
Mstep: Class 14 contains 1281 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 4970 members 
Mstep: Class 17 contains 15127 members 
Mstep: Class 18 contains 2013 members 
Mstep: Class 19 contains 12524 members 
Mstep: Class 20 contains 105760 members 
Mstep: Class 21 contains 1198 members 
Mstep: Class 22 contains 10146 members 
Mstep: Class 23 contains 12301 members 
Mstep: Class 24 contains 23048 members 
Mstep: Class 25 contains 10071 members 
Mstep: Class 26 contains 4397 members 
Mstep: Class 27 contains 3529 members 
Mstep: Class 28 contains 15293 members 
Mstep: Class 29 contains 1143 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 8807 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 9808 members 
Mstep: Class 34 contains 1603 members 
Mstep: Class 35 contains 1929 members 
Mstep: Class 36 contains 661 members 
Mstep: Class 37 contains 7626 members 
Mstep: Class 38 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50368636.000000 Penalty: 24453.884766
Iteration 82Q: 39 clusters Score -5.036864e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 10321 members 
Mstep: Class 3 contains 7238 members 
Mstep: Class 4 contains 483816 members 
Mstep: Class 5 contains 8909 members 
Mstep: Class 6 contains 7239 members 
Mstep: Class 7 contains 569181 members 
Mstep: Class 8 contains 3527 members 
Mstep: Class 9 contains 4246 members 
Mstep: Class 10 contains 791 members 
Mstep: Class 11 contains 2484 members 
Mstep: Class 12 contains 801 members 
Mstep: Class 13 contains 7894 members 
Mstep: Class 14 contains 1287 members 
Mstep: Class 15 contains 391 members 
Mstep: Class 16 contains 4859 members 
Mstep: Class 17 contains 15319 members 
Mstep: Class 18 contains 2013 members 
Mstep: Class 19 contains 12647 members 
Mstep: Class 20 contains 105664 members 
Mstep: Class 21 contains 1197 members 
Mstep: Class 22 contains 10237 members 
Mstep: Class 23 contains 12538 members 
Mstep: Class 24 contains 22992 members 
Mstep: Class 25 contains 10033 members 
Mstep: Class 26 contains 4387 members 
Mstep: Class 27 contains 3525 members 
Mstep: Class 28 contains 15293 members 
Mstep: Class 29 contains 1165 members 
Mstep: Class 30 contains 12029 members 
Mstep: Class 31 contains 8755 members 
Mstep: Class 32 contains 467 members 
Mstep: Class 33 contains 9802 members 
Mstep: Class 34 contains 1587 members 
Mstep: Class 35 contains 2047 members 
Mstep: Class 36 contains 709 members 
Mstep: Class 37 contains 7588 members 
Mstep: Class 38 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50369548.000000 Penalty: 24453.884766
Iteration 83Q: 39 clusters Score -5.036955e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 10394 members 
Mstep: Class 3 contains 7241 members 
Mstep: Class 4 contains 483617 members 
Mstep: Class 5 contains 8853 members 
Mstep: Class 6 contains 7205 members 
Mstep: Class 7 contains 568498 members 
Mstep: Class 8 contains 3485 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 791 members 
Mstep: Class 11 contains 2576 members 
Mstep: Class 12 contains 805 members 
Mstep: Class 13 contains 7866 members 
Mstep: Class 14 contains 1288 members 
Mstep: Class 15 contains 393 members 
Mstep: Class 16 contains 4754 members 
Mstep: Class 17 contains 15522 members 
Mstep: Class 18 contains 2010 members 
Mstep: Class 19 contains 12809 members 
Mstep: Class 20 contains 105560 members 
Mstep: Class 21 contains 1196 members 
Mstep: Class 22 contains 10349 members 
Mstep: Class 23 contains 12789 members 
Mstep: Class 24 contains 22938 members 
Mstep: Class 25 contains 10010 members 
Mstep: Class 26 contains 4380 members 
Mstep: Class 27 contains 3518 members 
Mstep: Class 28 contains 15285 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 12152 members 
Mstep: Class 31 contains 8681 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 9800 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 2158 members 
Mstep: Class 36 contains 753 members 
Mstep: Class 37 contains 7538 members 
Mstep: Class 38 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50370580.000000 Penalty: 24453.884766
Iteration 84Q: 39 clusters Score -5.037058e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 10451 members 
Mstep: Class 3 contains 7245 members 
Mstep: Class 4 contains 483457 members 
Mstep: Class 5 contains 8813 members 
Mstep: Class 6 contains 7168 members 
Mstep: Class 7 contains 567917 members 
Mstep: Class 8 contains 3479 members 
Mstep: Class 9 contains 4704 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 2655 members 
Mstep: Class 12 contains 810 members 
Mstep: Class 13 contains 7840 members 
Mstep: Class 14 contains 1291 members 
Mstep: Class 15 contains 399 members 
Mstep: Class 16 contains 4659 members 
Mstep: Class 17 contains 15699 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 12932 members 
Mstep: Class 20 contains 105473 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 10491 members 
Mstep: Class 23 contains 13010 members 
Mstep: Class 24 contains 22892 members 
Mstep: Class 25 contains 9988 members 
Mstep: Class 26 contains 4374 members 
Mstep: Class 27 contains 3509 members 
Mstep: Class 28 contains 15274 members 
Mstep: Class 29 contains 1199 members 
Mstep: Class 30 contains 12199 members 
Mstep: Class 31 contains 8616 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 9790 members 
Mstep: Class 34 contains 1584 members 
Mstep: Class 35 contains 2242 members 
Mstep: Class 36 contains 796 members 
Mstep: Class 37 contains 7450 members 
Mstep: Class 38 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50370996.000000 Penalty: 24453.884766
Iteration 85Q: 39 clusters Score -5.0371e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 10516 members 
Mstep: Class 3 contains 7246 members 
Mstep: Class 4 contains 483302 members 
Mstep: Class 5 contains 8763 members 
Mstep: Class 6 contains 7125 members 
Mstep: Class 7 contains 567379 members 
Mstep: Class 8 contains 3489 members 
Mstep: Class 9 contains 4901 members 
Mstep: Class 10 contains 793 members 
Mstep: Class 11 contains 2741 members 
Mstep: Class 12 contains 814 members 
Mstep: Class 13 contains 7824 members 
Mstep: Class 14 contains 1297 members 
Mstep: Class 15 contains 405 members 
Mstep: Class 16 contains 4579 members 
Mstep: Class 17 contains 15901 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 13036 members 
Mstep: Class 20 contains 105368 members 
Mstep: Class 21 contains 1194 members 
Mstep: Class 22 contains 10702 members 
Mstep: Class 23 contains 13194 members 
Mstep: Class 24 contains 22857 members 
Mstep: Class 25 contains 9966 members 
Mstep: Class 26 contains 4367 members 
Mstep: Class 27 contains 3508 members 
Mstep: Class 28 contains 15266 members 
Mstep: Class 29 contains 1208 members 
Mstep: Class 30 contains 12232 members 
Mstep: Class 31 contains 8561 members 
Mstep: Class 32 contains 501 members 
Mstep: Class 33 contains 9779 members 
Mstep: Class 34 contains 1577 members 
Mstep: Class 35 contains 2311 members 
Mstep: Class 36 contains 813 members 
Mstep: Class 37 contains 7353 members 
Mstep: Class 38 contains 756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50371496.000000 Penalty: 24453.884766
Iteration 86Q: 39 clusters Score -5.03715e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 10553 members 
Mstep: Class 3 contains 7249 members 
Mstep: Class 4 contains 483161 members 
Mstep: Class 5 contains 8704 members 
Mstep: Class 6 contains 7087 members 
Mstep: Class 7 contains 566982 members 
Mstep: Class 8 contains 3478 members 
Mstep: Class 9 contains 5050 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 2804 members 
Mstep: Class 12 contains 818 members 
Mstep: Class 13 contains 7805 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 410 members 
Mstep: Class 16 contains 4515 members 
Mstep: Class 17 contains 16111 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 13113 members 
Mstep: Class 20 contains 105285 members 
Mstep: Class 21 contains 1193 members 
Mstep: Class 22 contains 10869 members 
Mstep: Class 23 contains 13373 members 
Mstep: Class 24 contains 22826 members 
Mstep: Class 25 contains 9964 members 
Mstep: Class 26 contains 4356 members 
Mstep: Class 27 contains 3504 members 
Mstep: Class 28 contains 15270 members 
Mstep: Class 29 contains 1217 members 
Mstep: Class 30 contains 12256 members 
Mstep: Class 31 contains 8473 members 
Mstep: Class 32 contains 501 members 
Mstep: Class 33 contains 9762 members 
Mstep: Class 34 contains 1587 members 
Mstep: Class 35 contains 2366 members 
Mstep: Class 36 contains 830 members 
Mstep: Class 37 contains 7270 members 
Mstep: Class 38 contains 792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372188.000000 Penalty: 24453.884766
Iteration 87Q: 39 clusters Score -5.037219e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 10574 members 
Mstep: Class 3 contains 7254 members 
Mstep: Class 4 contains 483022 members 
Mstep: Class 5 contains 8633 members 
Mstep: Class 6 contains 7057 members 
Mstep: Class 7 contains 566571 members 
Mstep: Class 8 contains 3475 members 
Mstep: Class 9 contains 5207 members 
Mstep: Class 10 contains 799 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 7782 members 
Mstep: Class 14 contains 1306 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 4453 members 
Mstep: Class 17 contains 16362 members 
Mstep: Class 18 contains 2019 members 
Mstep: Class 19 contains 13172 members 
Mstep: Class 20 contains 105214 members 
Mstep: Class 21 contains 1191 members 
Mstep: Class 22 contains 11024 members 
Mstep: Class 23 contains 13555 members 
Mstep: Class 24 contains 22813 members 
Mstep: Class 25 contains 9959 members 
Mstep: Class 26 contains 4347 members 
Mstep: Class 27 contains 3497 members 
Mstep: Class 28 contains 15273 members 
Mstep: Class 29 contains 1229 members 
Mstep: Class 30 contains 12278 members 
Mstep: Class 31 contains 8366 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 9748 members 
Mstep: Class 34 contains 1600 members 
Mstep: Class 35 contains 2423 members 
Mstep: Class 36 contains 840 members 
Mstep: Class 37 contains 7197 members 
Mstep: Class 38 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372360.000000 Penalty: 24453.884766
Iteration 88Q: 39 clusters Score -5.037236e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 10590 members 
Mstep: Class 3 contains 7255 members 
Mstep: Class 4 contains 482876 members 
Mstep: Class 5 contains 8548 members 
Mstep: Class 6 contains 7033 members 
Mstep: Class 7 contains 566210 members 
Mstep: Class 8 contains 3473 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 796 members 
Mstep: Class 11 contains 2917 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 7767 members 
Mstep: Class 14 contains 1310 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 4403 members 
Mstep: Class 17 contains 16612 members 
Mstep: Class 18 contains 2019 members 
Mstep: Class 19 contains 13231 members 
Mstep: Class 20 contains 105141 members 
Mstep: Class 21 contains 1187 members 
Mstep: Class 22 contains 11190 members 
Mstep: Class 23 contains 13716 members 
Mstep: Class 24 contains 22815 members 
Mstep: Class 25 contains 9953 members 
Mstep: Class 26 contains 4342 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 15282 members 
Mstep: Class 29 contains 1241 members 
Mstep: Class 30 contains 12298 members 
Mstep: Class 31 contains 8265 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 9734 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 2471 members 
Mstep: Class 36 contains 848 members 
Mstep: Class 37 contains 7132 members 
Mstep: Class 38 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372544.000000 Penalty: 24453.884766
Iteration 89Q: 39 clusters Score -5.037254e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 10612 members 
Mstep: Class 3 contains 7258 members 
Mstep: Class 4 contains 482732 members 
Mstep: Class 5 contains 8456 members 
Mstep: Class 6 contains 7015 members 
Mstep: Class 7 contains 565936 members 
Mstep: Class 8 contains 3469 members 
Mstep: Class 9 contains 5433 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 2955 members 
Mstep: Class 12 contains 827 members 
Mstep: Class 13 contains 7753 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 4364 members 
Mstep: Class 17 contains 16838 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 105069 members 
Mstep: Class 21 contains 1184 members 
Mstep: Class 22 contains 11345 members 
Mstep: Class 23 contains 13855 members 
Mstep: Class 24 contains 22815 members 
Mstep: Class 25 contains 9940 members 
Mstep: Class 26 contains 4333 members 
Mstep: Class 27 contains 3494 members 
Mstep: Class 28 contains 15295 members 
Mstep: Class 29 contains 1256 members 
Mstep: Class 30 contains 12302 members 
Mstep: Class 31 contains 8168 members 
Mstep: Class 32 contains 501 members 
Mstep: Class 33 contains 9728 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 2524 members 
Mstep: Class 36 contains 858 members 
Mstep: Class 37 contains 7082 members 
Mstep: Class 38 contains 875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372640.000000 Penalty: 24453.884766
Iteration 90Q: 39 clusters Score -5.037264e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 7263 members 
Mstep: Class 4 contains 482568 members 
Mstep: Class 5 contains 8364 members 
Mstep: Class 6 contains 6994 members 
Mstep: Class 7 contains 565701 members 
Mstep: Class 8 contains 3462 members 
Mstep: Class 9 contains 5533 members 
Mstep: Class 10 contains 794 members 
Mstep: Class 11 contains 2989 members 
Mstep: Class 12 contains 831 members 
Mstep: Class 13 contains 7736 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 4344 members 
Mstep: Class 17 contains 17073 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 13323 members 
Mstep: Class 20 contains 105012 members 
Mstep: Class 21 contains 1183 members 
Mstep: Class 22 contains 11486 members 
Mstep: Class 23 contains 13996 members 
Mstep: Class 24 contains 22803 members 
Mstep: Class 25 contains 9933 members 
Mstep: Class 26 contains 4326 members 
Mstep: Class 27 contains 3494 members 
Mstep: Class 28 contains 15307 members 
Mstep: Class 29 contains 1267 members 
Mstep: Class 30 contains 12300 members 
Mstep: Class 31 contains 8087 members 
Mstep: Class 32 contains 498 members 
Mstep: Class 33 contains 9720 members 
Mstep: Class 34 contains 1599 members 
Mstep: Class 35 contains 2571 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 7045 members 
Mstep: Class 38 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50372784.000000 Penalty: 24453.884766
Iteration 91Q: 39 clusters Score -5.037278e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 10614 members 
Mstep: Class 3 contains 7269 members 
Mstep: Class 4 contains 482430 members 
Mstep: Class 5 contains 8276 members 
Mstep: Class 6 contains 6977 members 
Mstep: Class 7 contains 565467 members 
Mstep: Class 8 contains 3451 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 3014 members 
Mstep: Class 12 contains 834 members 
Mstep: Class 13 contains 7715 members 
Mstep: Class 14 contains 1310 members 
Mstep: Class 15 contains 424 members 
Mstep: Class 16 contains 4323 members 
Mstep: Class 17 contains 17301 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 13357 members 
Mstep: Class 20 contains 104961 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 11606 members 
Mstep: Class 23 contains 14112 members 
Mstep: Class 24 contains 22790 members 
Mstep: Class 25 contains 9922 members 
Mstep: Class 26 contains 4319 members 
Mstep: Class 27 contains 3496 members 
Mstep: Class 28 contains 15326 members 
Mstep: Class 29 contains 1274 members 
Mstep: Class 30 contains 12304 members 
Mstep: Class 31 contains 8049 members 
Mstep: Class 32 contains 495 members 
Mstep: Class 33 contains 9720 members 
Mstep: Class 34 contains 1596 members 
Mstep: Class 35 contains 2617 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 7016 members 
Mstep: Class 38 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373160.000000 Penalty: 24453.884766
Iteration 92Q: 39 clusters Score -5.037316e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 10612 members 
Mstep: Class 3 contains 7275 members 
Mstep: Class 4 contains 482303 members 
Mstep: Class 5 contains 8180 members 
Mstep: Class 6 contains 6966 members 
Mstep: Class 7 contains 565239 members 
Mstep: Class 8 contains 3442 members 
Mstep: Class 9 contains 5734 members 
Mstep: Class 10 contains 790 members 
Mstep: Class 11 contains 3033 members 
Mstep: Class 12 contains 837 members 
Mstep: Class 13 contains 7692 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 427 members 
Mstep: Class 16 contains 4306 members 
Mstep: Class 17 contains 17534 members 
Mstep: Class 18 contains 2019 members 
Mstep: Class 19 contains 13395 members 
Mstep: Class 20 contains 104918 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 11711 members 
Mstep: Class 23 contains 14213 members 
Mstep: Class 24 contains 22781 members 
Mstep: Class 25 contains 9908 members 
Mstep: Class 26 contains 4311 members 
Mstep: Class 27 contains 3497 members 
Mstep: Class 28 contains 15345 members 
Mstep: Class 29 contains 1285 members 
Mstep: Class 30 contains 12310 members 
Mstep: Class 31 contains 8016 members 
Mstep: Class 32 contains 496 members 
Mstep: Class 33 contains 9717 members 
Mstep: Class 34 contains 1590 members 
Mstep: Class 35 contains 2659 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 6975 members 
Mstep: Class 38 contains 909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373128.000000 Penalty: 24453.884766
Iteration 93Q: 39 clusters Score -5.037313e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 10615 members 
Mstep: Class 3 contains 7280 members 
Mstep: Class 4 contains 482175 members 
Mstep: Class 5 contains 8095 members 
Mstep: Class 6 contains 6962 members 
Mstep: Class 7 contains 565016 members 
Mstep: Class 8 contains 3422 members 
Mstep: Class 9 contains 5828 members 
Mstep: Class 10 contains 791 members 
Mstep: Class 11 contains 3046 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 7666 members 
Mstep: Class 14 contains 1309 members 
Mstep: Class 15 contains 428 members 
Mstep: Class 16 contains 4291 members 
Mstep: Class 17 contains 17766 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 13414 members 
Mstep: Class 20 contains 104866 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 11826 members 
Mstep: Class 23 contains 14330 members 
Mstep: Class 24 contains 22768 members 
Mstep: Class 25 contains 9899 members 
Mstep: Class 26 contains 4309 members 
Mstep: Class 27 contains 3494 members 
Mstep: Class 28 contains 15363 members 
Mstep: Class 29 contains 1290 members 
Mstep: Class 30 contains 12311 members 
Mstep: Class 31 contains 7980 members 
Mstep: Class 32 contains 499 members 
Mstep: Class 33 contains 9714 members 
Mstep: Class 34 contains 1587 members 
Mstep: Class 35 contains 2696 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 6937 members 
Mstep: Class 38 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373312.000000 Penalty: 24453.884766
Iteration 94Q: 39 clusters Score -5.037331e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 10628 members 
Mstep: Class 3 contains 7283 members 
Mstep: Class 4 contains 482061 members 
Mstep: Class 5 contains 8026 members 
Mstep: Class 6 contains 6963 members 
Mstep: Class 7 contains 564770 members 
Mstep: Class 8 contains 3403 members 
Mstep: Class 9 contains 5916 members 
Mstep: Class 10 contains 794 members 
Mstep: Class 11 contains 3057 members 
Mstep: Class 12 contains 845 members 
Mstep: Class 13 contains 7650 members 
Mstep: Class 14 contains 1309 members 
Mstep: Class 15 contains 431 members 
Mstep: Class 16 contains 4276 members 
Mstep: Class 17 contains 18016 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 13423 members 
Mstep: Class 20 contains 104825 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 11920 members 
Mstep: Class 23 contains 14451 members 
Mstep: Class 24 contains 22758 members 
Mstep: Class 25 contains 9886 members 
Mstep: Class 26 contains 4306 members 
Mstep: Class 27 contains 3494 members 
Mstep: Class 28 contains 15375 members 
Mstep: Class 29 contains 1294 members 
Mstep: Class 30 contains 12312 members 
Mstep: Class 31 contains 7923 members 
Mstep: Class 32 contains 499 members 
Mstep: Class 33 contains 9712 members 
Mstep: Class 34 contains 1583 members 
Mstep: Class 35 contains 2737 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 6909 members 
Mstep: Class 38 contains 921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373656.000000 Penalty: 24453.884766
Iteration 95Q: 39 clusters Score -5.037366e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 10641 members 
Mstep: Class 3 contains 7287 members 
Mstep: Class 4 contains 481981 members 
Mstep: Class 5 contains 7959 members 
Mstep: Class 6 contains 6956 members 
Mstep: Class 7 contains 564513 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 9 contains 6004 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 3072 members 
Mstep: Class 12 contains 847 members 
Mstep: Class 13 contains 7634 members 
Mstep: Class 14 contains 1309 members 
Mstep: Class 15 contains 431 members 
Mstep: Class 16 contains 4261 members 
Mstep: Class 17 contains 18296 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 13437 members 
Mstep: Class 20 contains 104769 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 11970 members 
Mstep: Class 23 contains 14567 members 
Mstep: Class 24 contains 22747 members 
Mstep: Class 25 contains 9881 members 
Mstep: Class 26 contains 4304 members 
Mstep: Class 27 contains 3492 members 
Mstep: Class 28 contains 15389 members 
Mstep: Class 29 contains 1300 members 
Mstep: Class 30 contains 12307 members 
Mstep: Class 31 contains 7872 members 
Mstep: Class 32 contains 501 members 
Mstep: Class 33 contains 9711 members 
Mstep: Class 34 contains 1574 members 
Mstep: Class 35 contains 2778 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 6888 members 
Mstep: Class 38 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373644.000000 Penalty: 24453.884766
Iteration 96Q: 39 clusters Score -5.037364e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 10644 members 
Mstep: Class 3 contains 7287 members 
Mstep: Class 4 contains 481886 members 
Mstep: Class 5 contains 7911 members 
Mstep: Class 6 contains 6949 members 
Mstep: Class 7 contains 564351 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 6073 members 
Mstep: Class 10 contains 799 members 
Mstep: Class 11 contains 3088 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 7621 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 4254 members 
Mstep: Class 17 contains 18549 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 13440 members 
Mstep: Class 20 contains 104719 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 12017 members 
Mstep: Class 23 contains 14660 members 
Mstep: Class 24 contains 22720 members 
Mstep: Class 25 contains 9882 members 
Mstep: Class 26 contains 4304 members 
Mstep: Class 27 contains 3492 members 
Mstep: Class 28 contains 15402 members 
Mstep: Class 29 contains 1304 members 
Mstep: Class 30 contains 12308 members 
Mstep: Class 31 contains 7809 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 9709 members 
Mstep: Class 34 contains 1567 members 
Mstep: Class 35 contains 2807 members 
Mstep: Class 36 contains 893 members 
Mstep: Class 37 contains 6866 members 
Mstep: Class 38 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50373904.000000 Penalty: 24453.884766
Iteration 97Q: 39 clusters Score -5.03739e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 10651 members 
Mstep: Class 3 contains 7288 members 
Mstep: Class 4 contains 481786 members 
Mstep: Class 5 contains 7882 members 
Mstep: Class 6 contains 6945 members 
Mstep: Class 7 contains 564208 members 
Mstep: Class 8 contains 3358 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 850 members 
Mstep: Class 13 contains 7604 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 433 members 
Mstep: Class 16 contains 4248 members 
Mstep: Class 17 contains 18769 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 13444 members 
Mstep: Class 20 contains 104659 members 
Mstep: Class 21 contains 1177 members 
Mstep: Class 22 contains 12075 members 
Mstep: Class 23 contains 14744 members 
Mstep: Class 24 contains 22698 members 
Mstep: Class 25 contains 9886 members 
Mstep: Class 26 contains 4303 members 
Mstep: Class 27 contains 3489 members 
Mstep: Class 28 contains 15419 members 
Mstep: Class 29 contains 1307 members 
Mstep: Class 30 contains 12304 members 
Mstep: Class 31 contains 7764 members 
Mstep: Class 32 contains 498 members 
Mstep: Class 33 contains 9709 members 
Mstep: Class 34 contains 1564 members 
Mstep: Class 35 contains 2837 members 
Mstep: Class 36 contains 896 members 
Mstep: Class 37 contains 6839 members 
Mstep: Class 38 contains 935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374064.000000 Penalty: 24453.884766
Iteration 98Q: 39 clusters Score -5.037406e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 10644 members 
Mstep: Class 3 contains 7288 members 
Mstep: Class 4 contains 481685 members 
Mstep: Class 5 contains 7901 members 
Mstep: Class 6 contains 6945 members 
Mstep: Class 7 contains 564063 members 
Mstep: Class 8 contains 3349 members 
Mstep: Class 9 contains 6210 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 854 members 
Mstep: Class 13 contains 7588 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 4248 members 
Mstep: Class 17 contains 18957 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 13443 members 
Mstep: Class 20 contains 104606 members 
Mstep: Class 21 contains 1173 members 
Mstep: Class 22 contains 12119 members 
Mstep: Class 23 contains 14807 members 
Mstep: Class 24 contains 22684 members 
Mstep: Class 25 contains 9890 members 
Mstep: Class 26 contains 4300 members 
Mstep: Class 27 contains 3489 members 
Mstep: Class 28 contains 15436 members 
Mstep: Class 29 contains 1312 members 
Mstep: Class 30 contains 12289 members 
Mstep: Class 31 contains 7742 members 
Mstep: Class 32 contains 498 members 
Mstep: Class 33 contains 9709 members 
Mstep: Class 34 contains 1558 members 
Mstep: Class 35 contains 2865 members 
Mstep: Class 36 contains 896 members 
Mstep: Class 37 contains 6805 members 
Mstep: Class 38 contains 943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374276.000000 Penalty: 24453.884766
Iteration 99Q: 39 clusters Score -5.037428e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 10644 members 
Mstep: Class 3 contains 7290 members 
Mstep: Class 4 contains 481614 members 
Mstep: Class 5 contains 7935 members 
Mstep: Class 6 contains 6937 members 
Mstep: Class 7 contains 563918 members 
Mstep: Class 8 contains 3333 members 
Mstep: Class 9 contains 6273 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 3102 members 
Mstep: Class 12 contains 859 members 
Mstep: Class 13 contains 7576 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 436 members 
Mstep: Class 16 contains 4249 members 
Mstep: Class 17 contains 19108 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 13447 members 
Mstep: Class 20 contains 104547 members 
Mstep: Class 21 contains 1172 members 
Mstep: Class 22 contains 12154 members 
Mstep: Class 23 contains 14865 members 
Mstep: Class 24 contains 22679 members 
Mstep: Class 25 contains 9887 members 
Mstep: Class 26 contains 4300 members 
Mstep: Class 27 contains 3488 members 
Mstep: Class 28 contains 15449 members 
Mstep: Class 29 contains 1315 members 
Mstep: Class 30 contains 12282 members 
Mstep: Class 31 contains 7728 members 
Mstep: Class 32 contains 499 members 
Mstep: Class 33 contains 9705 members 
Mstep: Class 34 contains 1554 members 
Mstep: Class 35 contains 2889 members 
Mstep: Class 36 contains 897 members 
Mstep: Class 37 contains 6769 members 
Mstep: Class 38 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374484.000000 Penalty: 24453.884766
Iteration 100F: 39 clusters Score -5.037448e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 10636 members 
Mstep: Class 3 contains 7286 members 
Mstep: Class 4 contains 481570 members 
Mstep: Class 5 contains 7975 members 
Mstep: Class 6 contains 6933 members 
Mstep: Class 7 contains 563774 members 
Mstep: Class 8 contains 3311 members 
Mstep: Class 9 contains 6342 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 3109 members 
Mstep: Class 12 contains 868 members 
Mstep: Class 13 contains 7559 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 4243 members 
Mstep: Class 17 contains 19264 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 13451 members 
Mstep: Class 20 contains 104469 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 12187 members 
Mstep: Class 23 contains 14908 members 
Mstep: Class 24 contains 22673 members 
Mstep: Class 25 contains 9876 members 
Mstep: Class 26 contains 4301 members 
Mstep: Class 27 contains 3485 members 
Mstep: Class 28 contains 15461 members 
Mstep: Class 29 contains 1318 members 
Mstep: Class 30 contains 12236 members 
Mstep: Class 31 contains 7709 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 9698 members 
Mstep: Class 34 contains 1550 members 
Mstep: Class 35 contains 2925 members 
Mstep: Class 36 contains 906 members 
Mstep: Class 37 contains 6732 members 
Mstep: Class 38 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374712.000000 Penalty: 24453.884766
Iteration 101Q: 39 clusters Score -5.037471e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 10629 members 
Mstep: Class 3 contains 7287 members 
Mstep: Class 4 contains 481524 members 
Mstep: Class 5 contains 8025 members 
Mstep: Class 6 contains 6934 members 
Mstep: Class 7 contains 563621 members 
Mstep: Class 8 contains 3291 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 3114 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 13 contains 7547 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 436 members 
Mstep: Class 16 contains 4238 members 
Mstep: Class 17 contains 19399 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 13453 members 
Mstep: Class 20 contains 104395 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 12206 members 
Mstep: Class 23 contains 14947 members 
Mstep: Class 24 contains 22673 members 
Mstep: Class 25 contains 9868 members 
Mstep: Class 26 contains 4300 members 
Mstep: Class 27 contains 3482 members 
Mstep: Class 28 contains 15474 members 
Mstep: Class 29 contains 1317 members 
Mstep: Class 30 contains 12217 members 
Mstep: Class 31 contains 7699 members 
Mstep: Class 32 contains 533 members 
Mstep: Class 33 contains 9690 members 
Mstep: Class 34 contains 1552 members 
Mstep: Class 35 contains 2948 members 
Mstep: Class 36 contains 922 members 
Mstep: Class 37 contains 6699 members 
Mstep: Class 38 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374744.000000 Penalty: 24453.884766
Iteration 102Q: 39 clusters Score -5.037474e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 7288 members 
Mstep: Class 4 contains 481466 members 
Mstep: Class 5 contains 8073 members 
Mstep: Class 6 contains 6937 members 
Mstep: Class 7 contains 563511 members 
Mstep: Class 8 contains 3275 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 3122 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7534 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 19491 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 13450 members 
Mstep: Class 20 contains 104334 members 
Mstep: Class 21 contains 1169 members 
Mstep: Class 22 contains 12223 members 
Mstep: Class 23 contains 14994 members 
Mstep: Class 24 contains 22661 members 
Mstep: Class 25 contains 9865 members 
Mstep: Class 26 contains 4299 members 
Mstep: Class 27 contains 3478 members 
Mstep: Class 28 contains 15494 members 
Mstep: Class 29 contains 1320 members 
Mstep: Class 30 contains 12197 members 
Mstep: Class 31 contains 7693 members 
Mstep: Class 32 contains 546 members 
Mstep: Class 33 contains 9686 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 2974 members 
Mstep: Class 36 contains 930 members 
Mstep: Class 37 contains 6673 members 
Mstep: Class 38 contains 1055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374856.000000 Penalty: 24453.884766
Iteration 103Q: 39 clusters Score -5.037486e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 10615 members 
Mstep: Class 3 contains 7289 members 
Mstep: Class 4 contains 481423 members 
Mstep: Class 5 contains 8104 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 563402 members 
Mstep: Class 8 contains 3257 members 
Mstep: Class 9 contains 6524 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 3129 members 
Mstep: Class 12 contains 897 members 
Mstep: Class 13 contains 7505 members 
Mstep: Class 14 contains 1295 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 4225 members 
Mstep: Class 17 contains 19593 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 13451 members 
Mstep: Class 20 contains 104282 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 12242 members 
Mstep: Class 23 contains 15030 members 
Mstep: Class 24 contains 22655 members 
Mstep: Class 25 contains 9863 members 
Mstep: Class 26 contains 4298 members 
Mstep: Class 27 contains 3477 members 
Mstep: Class 28 contains 15512 members 
Mstep: Class 29 contains 1324 members 
Mstep: Class 30 contains 12165 members 
Mstep: Class 31 contains 7677 members 
Mstep: Class 32 contains 567 members 
Mstep: Class 33 contains 9680 members 
Mstep: Class 34 contains 1540 members 
Mstep: Class 35 contains 2996 members 
Mstep: Class 36 contains 932 members 
Mstep: Class 37 contains 6667 members 
Mstep: Class 38 contains 1083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374904.000000 Penalty: 24453.884766
Iteration 104Q: 39 clusters Score -5.03749e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 10607 members 
Mstep: Class 3 contains 7291 members 
Mstep: Class 4 contains 481373 members 
Mstep: Class 5 contains 8145 members 
Mstep: Class 6 contains 6931 members 
Mstep: Class 7 contains 563284 members 
Mstep: Class 8 contains 3241 members 
Mstep: Class 9 contains 6576 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 3130 members 
Mstep: Class 12 contains 908 members 
Mstep: Class 13 contains 7484 members 
Mstep: Class 14 contains 1290 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 19691 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 13451 members 
Mstep: Class 20 contains 104241 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 12257 members 
Mstep: Class 23 contains 15062 members 
Mstep: Class 24 contains 22667 members 
Mstep: Class 25 contains 9850 members 
Mstep: Class 26 contains 4298 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 15525 members 
Mstep: Class 29 contains 1327 members 
Mstep: Class 30 contains 12139 members 
Mstep: Class 31 contains 7664 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 9674 members 
Mstep: Class 34 contains 1536 members 
Mstep: Class 35 contains 3017 members 
Mstep: Class 36 contains 941 members 
Mstep: Class 37 contains 6656 members 
Mstep: Class 38 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374920.000000 Penalty: 24453.884766
Iteration 105Q: 39 clusters Score -5.037492e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 10595 members 
Mstep: Class 3 contains 7290 members 
Mstep: Class 4 contains 481339 members 
Mstep: Class 5 contains 8177 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 563165 members 
Mstep: Class 8 contains 3241 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 3130 members 
Mstep: Class 12 contains 917 members 
Mstep: Class 13 contains 7453 members 
Mstep: Class 14 contains 1286 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 19786 members 
Mstep: Class 18 contains 2015 members 
Mstep: Class 19 contains 13445 members 
Mstep: Class 20 contains 104206 members 
Mstep: Class 21 contains 1162 members 
Mstep: Class 22 contains 12277 members 
Mstep: Class 23 contains 15091 members 
Mstep: Class 24 contains 22677 members 
Mstep: Class 25 contains 9846 members 
Mstep: Class 26 contains 4298 members 
Mstep: Class 27 contains 3475 members 
Mstep: Class 28 contains 15539 members 
Mstep: Class 29 contains 1331 members 
Mstep: Class 30 contains 12114 members 
Mstep: Class 31 contains 7650 members 
Mstep: Class 32 contains 601 members 
Mstep: Class 33 contains 9667 members 
Mstep: Class 34 contains 1532 members 
Mstep: Class 35 contains 3042 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 6648 members 
Mstep: Class 38 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50374924.000000 Penalty: 24453.884766
Iteration 106Q: 39 clusters Score -5.037492e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 10582 members 
Mstep: Class 3 contains 7286 members 
Mstep: Class 4 contains 481291 members 
Mstep: Class 5 contains 8199 members 
Mstep: Class 6 contains 6927 members 
Mstep: Class 7 contains 563025 members 
Mstep: Class 8 contains 3239 members 
Mstep: Class 9 contains 6677 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 7423 members 
Mstep: Class 14 contains 1283 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 19870 members 
Mstep: Class 18 contains 2009 members 
Mstep: Class 19 contains 13445 members 
Mstep: Class 20 contains 104189 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 12300 members 
Mstep: Class 23 contains 15132 members 
Mstep: Class 24 contains 22687 members 
Mstep: Class 25 contains 9837 members 
Mstep: Class 26 contains 4297 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 15556 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 12086 members 
Mstep: Class 31 contains 7639 members 
Mstep: Class 32 contains 610 members 
Mstep: Class 33 contains 9658 members 
Mstep: Class 34 contains 1527 members 
Mstep: Class 35 contains 3066 members 
Mstep: Class 36 contains 958 members 
Mstep: Class 37 contains 6638 members 
Mstep: Class 38 contains 1155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375020.000000 Penalty: 24453.884766
Iteration 107Q: 39 clusters Score -5.037502e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 10568 members 
Mstep: Class 3 contains 7283 members 
Mstep: Class 4 contains 481251 members 
Mstep: Class 5 contains 8224 members 
Mstep: Class 6 contains 6928 members 
Mstep: Class 7 contains 562915 members 
Mstep: Class 8 contains 3241 members 
Mstep: Class 9 contains 6726 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 940 members 
Mstep: Class 13 contains 7391 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 448 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 19949 members 
Mstep: Class 18 contains 2007 members 
Mstep: Class 19 contains 13436 members 
Mstep: Class 20 contains 104178 members 
Mstep: Class 21 contains 1156 members 
Mstep: Class 22 contains 12320 members 
Mstep: Class 23 contains 15140 members 
Mstep: Class 24 contains 22692 members 
Mstep: Class 25 contains 9828 members 
Mstep: Class 26 contains 4297 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 15570 members 
Mstep: Class 29 contains 1338 members 
Mstep: Class 30 contains 12068 members 
Mstep: Class 31 contains 7638 members 
Mstep: Class 32 contains 615 members 
Mstep: Class 33 contains 9648 members 
Mstep: Class 34 contains 1525 members 
Mstep: Class 35 contains 3087 members 
Mstep: Class 36 contains 962 members 
Mstep: Class 37 contains 6628 members 
Mstep: Class 38 contains 1189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375140.000000 Penalty: 24453.884766
Iteration 108Q: 39 clusters Score -5.037514e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 10548 members 
Mstep: Class 3 contains 7278 members 
Mstep: Class 4 contains 481241 members 
Mstep: Class 5 contains 8246 members 
Mstep: Class 6 contains 6931 members 
Mstep: Class 7 contains 562824 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 6779 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 3134 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 7358 members 
Mstep: Class 14 contains 1280 members 
Mstep: Class 15 contains 449 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 20010 members 
Mstep: Class 18 contains 2008 members 
Mstep: Class 19 contains 13425 members 
Mstep: Class 20 contains 104163 members 
Mstep: Class 21 contains 1153 members 
Mstep: Class 22 contains 12334 members 
Mstep: Class 23 contains 15166 members 
Mstep: Class 24 contains 22693 members 
Mstep: Class 25 contains 9816 members 
Mstep: Class 26 contains 4297 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 15580 members 
Mstep: Class 29 contains 1341 members 
Mstep: Class 30 contains 12046 members 
Mstep: Class 31 contains 7623 members 
Mstep: Class 32 contains 620 members 
Mstep: Class 33 contains 9643 members 
Mstep: Class 34 contains 1511 members 
Mstep: Class 35 contains 3128 members 
Mstep: Class 36 contains 969 members 
Mstep: Class 37 contains 6610 members 
Mstep: Class 38 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375124.000000 Penalty: 24453.884766
Iteration 109Q: 39 clusters Score -5.037512e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 10528 members 
Mstep: Class 3 contains 7277 members 
Mstep: Class 4 contains 481213 members 
Mstep: Class 5 contains 8264 members 
Mstep: Class 6 contains 6933 members 
Mstep: Class 7 contains 562764 members 
Mstep: Class 8 contains 3229 members 
Mstep: Class 9 contains 6830 members 
Mstep: Class 10 contains 805 members 
Mstep: Class 11 contains 3138 members 
Mstep: Class 12 contains 962 members 
Mstep: Class 13 contains 7338 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 20058 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 13431 members 
Mstep: Class 20 contains 104150 members 
Mstep: Class 21 contains 1147 members 
Mstep: Class 22 contains 12348 members 
Mstep: Class 23 contains 15194 members 
Mstep: Class 24 contains 22692 members 
Mstep: Class 25 contains 9802 members 
Mstep: Class 26 contains 4297 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 15590 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 12009 members 
Mstep: Class 31 contains 7602 members 
Mstep: Class 32 contains 623 members 
Mstep: Class 33 contains 9639 members 
Mstep: Class 34 contains 1494 members 
Mstep: Class 35 contains 3167 members 
Mstep: Class 36 contains 980 members 
Mstep: Class 37 contains 6588 members 
Mstep: Class 38 contains 1246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375084.000000 Penalty: 24453.884766
Iteration 110Q: 39 clusters Score -5.037508e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 10502 members 
Mstep: Class 3 contains 7272 members 
Mstep: Class 4 contains 481194 members 
Mstep: Class 5 contains 8273 members 
Mstep: Class 6 contains 6934 members 
Mstep: Class 7 contains 562708 members 
Mstep: Class 8 contains 3219 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3147 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 7329 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 454 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 20103 members 
Mstep: Class 18 contains 2010 members 
Mstep: Class 19 contains 13436 members 
Mstep: Class 20 contains 104131 members 
Mstep: Class 21 contains 1147 members 
Mstep: Class 22 contains 12357 members 
Mstep: Class 23 contains 15219 members 
Mstep: Class 24 contains 22690 members 
Mstep: Class 25 contains 9792 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 15593 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 11981 members 
Mstep: Class 31 contains 7582 members 
Mstep: Class 32 contains 629 members 
Mstep: Class 33 contains 9625 members 
Mstep: Class 34 contains 1491 members 
Mstep: Class 35 contains 3202 members 
Mstep: Class 36 contains 992 members 
Mstep: Class 37 contains 6584 members 
Mstep: Class 38 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375132.000000 Penalty: 24453.884766
Iteration 111Q: 39 clusters Score -5.037513e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 10487 members 
Mstep: Class 3 contains 7270 members 
Mstep: Class 4 contains 481184 members 
Mstep: Class 5 contains 8275 members 
Mstep: Class 6 contains 6935 members 
Mstep: Class 7 contains 562652 members 
Mstep: Class 8 contains 3214 members 
Mstep: Class 9 contains 6938 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3148 members 
Mstep: Class 12 contains 976 members 
Mstep: Class 13 contains 7314 members 
Mstep: Class 14 contains 1273 members 
Mstep: Class 15 contains 455 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 20138 members 
Mstep: Class 18 contains 2009 members 
Mstep: Class 19 contains 13436 members 
Mstep: Class 20 contains 104122 members 
Mstep: Class 21 contains 1146 members 
Mstep: Class 22 contains 12363 members 
Mstep: Class 23 contains 15233 members 
Mstep: Class 24 contains 22689 members 
Mstep: Class 25 contains 9782 members 
Mstep: Class 26 contains 4295 members 
Mstep: Class 27 contains 3477 members 
Mstep: Class 28 contains 15597 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 11957 members 
Mstep: Class 31 contains 7566 members 
Mstep: Class 32 contains 633 members 
Mstep: Class 33 contains 9617 members 
Mstep: Class 34 contains 1490 members 
Mstep: Class 35 contains 3227 members 
Mstep: Class 36 contains 1003 members 
Mstep: Class 37 contains 6586 members 
Mstep: Class 38 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375028.000000 Penalty: 24453.884766
Iteration 112Q: 39 clusters Score -5.037503e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 10466 members 
Mstep: Class 3 contains 7266 members 
Mstep: Class 4 contains 481175 members 
Mstep: Class 5 contains 8278 members 
Mstep: Class 6 contains 6936 members 
Mstep: Class 7 contains 562598 members 
Mstep: Class 8 contains 3209 members 
Mstep: Class 9 contains 6995 members 
Mstep: Class 10 contains 805 members 
Mstep: Class 11 contains 3154 members 
Mstep: Class 12 contains 984 members 
Mstep: Class 13 contains 7299 members 
Mstep: Class 14 contains 1273 members 
Mstep: Class 15 contains 454 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 20166 members 
Mstep: Class 18 contains 2010 members 
Mstep: Class 19 contains 13436 members 
Mstep: Class 20 contains 104111 members 
Mstep: Class 21 contains 1144 members 
Mstep: Class 22 contains 12370 members 
Mstep: Class 23 contains 15259 members 
Mstep: Class 24 contains 22681 members 
Mstep: Class 25 contains 9778 members 
Mstep: Class 26 contains 4293 members 
Mstep: Class 27 contains 3477 members 
Mstep: Class 28 contains 15608 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 11937 members 
Mstep: Class 31 contains 7558 members 
Mstep: Class 32 contains 636 members 
Mstep: Class 33 contains 9607 members 
Mstep: Class 34 contains 1482 members 
Mstep: Class 35 contains 3245 members 
Mstep: Class 36 contains 1012 members 
Mstep: Class 37 contains 6584 members 
Mstep: Class 38 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375008.000000 Penalty: 24453.884766
Iteration 113Q: 39 clusters Score -5.037501e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 10453 members 
Mstep: Class 3 contains 7260 members 
Mstep: Class 4 contains 481152 members 
Mstep: Class 5 contains 8284 members 
Mstep: Class 6 contains 6940 members 
Mstep: Class 7 contains 562565 members 
Mstep: Class 8 contains 3201 members 
Mstep: Class 9 contains 7046 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3158 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 7278 members 
Mstep: Class 14 contains 1274 members 
Mstep: Class 15 contains 454 members 
Mstep: Class 16 contains 4224 members 
Mstep: Class 17 contains 20180 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 13441 members 
Mstep: Class 20 contains 104109 members 
Mstep: Class 21 contains 1139 members 
Mstep: Class 22 contains 12373 members 
Mstep: Class 23 contains 15277 members 
Mstep: Class 24 contains 22675 members 
Mstep: Class 25 contains 9772 members 
Mstep: Class 26 contains 4292 members 
Mstep: Class 27 contains 3475 members 
Mstep: Class 28 contains 15618 members 
Mstep: Class 29 contains 1362 members 
Mstep: Class 30 contains 11921 members 
Mstep: Class 31 contains 7549 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 9599 members 
Mstep: Class 34 contains 1471 members 
Mstep: Class 35 contains 3270 members 
Mstep: Class 36 contains 1023 members 
Mstep: Class 37 contains 6579 members 
Mstep: Class 38 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375080.000000 Penalty: 24453.884766
Iteration 114Q: 39 clusters Score -5.037508e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 10440 members 
Mstep: Class 3 contains 7249 members 
Mstep: Class 4 contains 481139 members 
Mstep: Class 5 contains 8287 members 
Mstep: Class 6 contains 6943 members 
Mstep: Class 7 contains 562546 members 
Mstep: Class 8 contains 3194 members 
Mstep: Class 9 contains 7088 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3156 members 
Mstep: Class 12 contains 1002 members 
Mstep: Class 13 contains 7255 members 
Mstep: Class 14 contains 1276 members 
Mstep: Class 15 contains 454 members 
Mstep: Class 16 contains 4226 members 
Mstep: Class 17 contains 20183 members 
Mstep: Class 18 contains 2013 members 
Mstep: Class 19 contains 13440 members 
Mstep: Class 20 contains 104102 members 
Mstep: Class 21 contains 1132 members 
Mstep: Class 22 contains 12377 members 
Mstep: Class 23 contains 15301 members 
Mstep: Class 24 contains 22678 members 
Mstep: Class 25 contains 9771 members 
Mstep: Class 26 contains 4289 members 
Mstep: Class 27 contains 3473 members 
Mstep: Class 28 contains 15638 members 
Mstep: Class 29 contains 1363 members 
Mstep: Class 30 contains 11897 members 
Mstep: Class 31 contains 7537 members 
Mstep: Class 32 contains 654 members 
Mstep: Class 33 contains 9592 members 
Mstep: Class 34 contains 1468 members 
Mstep: Class 35 contains 3304 members 
Mstep: Class 36 contains 1029 members 
Mstep: Class 37 contains 6571 members 
Mstep: Class 38 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375016.000000 Penalty: 24453.884766
Iteration 115Q: 39 clusters Score -5.037502e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 10434 members 
Mstep: Class 3 contains 7242 members 
Mstep: Class 4 contains 481119 members 
Mstep: Class 5 contains 8305 members 
Mstep: Class 6 contains 6947 members 
Mstep: Class 7 contains 562538 members 
Mstep: Class 8 contains 3194 members 
Mstep: Class 9 contains 7124 members 
Mstep: Class 10 contains 808 members 
Mstep: Class 11 contains 3161 members 
Mstep: Class 12 contains 1005 members 
Mstep: Class 13 contains 7231 members 
Mstep: Class 14 contains 1277 members 
Mstep: Class 15 contains 454 members 
Mstep: Class 16 contains 4226 members 
Mstep: Class 17 contains 20178 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 13440 members 
Mstep: Class 20 contains 104095 members 
Mstep: Class 21 contains 1125 members 
Mstep: Class 22 contains 12386 members 
Mstep: Class 23 contains 15305 members 
Mstep: Class 24 contains 22672 members 
Mstep: Class 25 contains 9767 members 
Mstep: Class 26 contains 4286 members 
Mstep: Class 27 contains 3471 members 
Mstep: Class 28 contains 15659 members 
Mstep: Class 29 contains 1363 members 
Mstep: Class 30 contains 11879 members 
Mstep: Class 31 contains 7539 members 
Mstep: Class 32 contains 661 members 
Mstep: Class 33 contains 9578 members 
Mstep: Class 34 contains 1470 members 
Mstep: Class 35 contains 3328 members 
Mstep: Class 36 contains 1039 members 
Mstep: Class 37 contains 6562 members 
Mstep: Class 38 contains 1275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375020.000000 Penalty: 24453.884766
Iteration 116Q: 39 clusters Score -5.037502e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 10433 members 
Mstep: Class 3 contains 7241 members 
Mstep: Class 4 contains 481105 members 
Mstep: Class 5 contains 8308 members 
Mstep: Class 6 contains 6942 members 
Mstep: Class 7 contains 562504 members 
Mstep: Class 8 contains 3193 members 
Mstep: Class 9 contains 7157 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 3157 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 7208 members 
Mstep: Class 14 contains 1278 members 
Mstep: Class 15 contains 455 members 
Mstep: Class 16 contains 4224 members 
Mstep: Class 17 contains 20185 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 13437 members 
Mstep: Class 20 contains 104098 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 12394 members 
Mstep: Class 23 contains 15318 members 
Mstep: Class 24 contains 22665 members 
Mstep: Class 25 contains 9764 members 
Mstep: Class 26 contains 4284 members 
Mstep: Class 27 contains 3469 members 
Mstep: Class 28 contains 15677 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 11858 members 
Mstep: Class 31 contains 7541 members 
Mstep: Class 32 contains 673 members 
Mstep: Class 33 contains 9569 members 
Mstep: Class 34 contains 1471 members 
Mstep: Class 35 contains 3350 members 
Mstep: Class 36 contains 1047 members 
Mstep: Class 37 contains 6556 members 
Mstep: Class 38 contains 1275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375156.000000 Penalty: 24453.884766
Iteration 117Q: 39 clusters Score -5.037516e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 10425 members 
Mstep: Class 3 contains 7239 members 
Mstep: Class 4 contains 481083 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 6943 members 
Mstep: Class 7 contains 562462 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 7190 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 3156 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 7186 members 
Mstep: Class 14 contains 1280 members 
Mstep: Class 15 contains 454 members 
Mstep: Class 16 contains 4224 members 
Mstep: Class 17 contains 20193 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 13434 members 
Mstep: Class 20 contains 104092 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 12398 members 
Mstep: Class 23 contains 15339 members 
Mstep: Class 24 contains 22661 members 
Mstep: Class 25 contains 9767 members 
Mstep: Class 26 contains 4280 members 
Mstep: Class 27 contains 3471 members 
Mstep: Class 28 contains 15697 members 
Mstep: Class 29 contains 1363 members 
Mstep: Class 30 contains 11843 members 
Mstep: Class 31 contains 7547 members 
Mstep: Class 32 contains 677 members 
Mstep: Class 33 contains 9556 members 
Mstep: Class 34 contains 1473 members 
Mstep: Class 35 contains 3368 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 6548 members 
Mstep: Class 38 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375252.000000 Penalty: 24453.884766
Iteration 118Q: 39 clusters Score -5.037525e+07 nChanged 384
Entering ConstructFrom: 
Score: -50375252.000000 Penalty: 24453.884766
Entering ConstructFrom: 
Trying to split cluster 1 (13806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Entering Unmasked Estep 
Score: -493238.656250 Penalty: 433.745087
	Iteration 0F: 2 clusters Score -493238.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -484179.968750 Penalty: 867.490173
	Iteration 0F: 3 clusters Score -484180 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -487958.843750 Penalty: 867.490173
	Iteration 1F: 3 clusters Score -487958.8 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -488378.875000 Penalty: 867.490173
	Iteration 2F: 3 clusters Score -488378.9 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -488831.531250 Penalty: 867.490173
	Iteration 3F: 3 clusters Score -488831.5 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -489282.906250 Penalty: 867.490173
	Iteration 4F: 3 clusters Score -489282.9 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -489801.031250 Penalty: 867.490173
	Iteration 5F: 3 clusters Score -489801 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -490295.843750 Penalty: 867.490173
	Iteration 6Q: 3 clusters Score -490295.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -490750.343750 Penalty: 867.490173
	Iteration 7Q: 3 clusters Score -490750.3 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -491083.312500 Penalty: 867.490173
	Iteration 8Q: 3 clusters Score -491083.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -491273.468750 Penalty: 867.490173
	Iteration 9Q: 3 clusters Score -491273.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -491431.000000 Penalty: 867.490173
	Iteration 10Q: 3 clusters Score -491431 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -491588.718750 Penalty: 867.490173
	Iteration 11Q: 3 clusters Score -491588.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -491760.031250 Penalty: 867.490173
	Iteration 12Q: 3 clusters Score -491760 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -491900.750000 Penalty: 867.490173
	Iteration 13Q: 3 clusters Score -491900.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -492024.718750 Penalty: 867.490173
	Iteration 14Q: 3 clusters Score -492024.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -492150.250000 Penalty: 867.490173
	Iteration 15Q: 3 clusters Score -492150.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -492259.781250 Penalty: 867.490173
	Iteration 16Q: 3 clusters Score -492259.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -492360.531250 Penalty: 867.490173
	Iteration 17Q: 3 clusters Score -492360.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -492436.687500 Penalty: 867.490173
	Iteration 18Q: 3 clusters Score -492436.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -492513.281250 Penalty: 867.490173
	Iteration 19Q: 3 clusters Score -492513.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -492582.937500 Penalty: 867.490173
	Iteration 20F: 3 clusters Score -492582.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -492638.875000 Penalty: 867.490173
	Iteration 21Q: 3 clusters Score -492638.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -492688.437500 Penalty: 867.490173
	Iteration 22Q: 3 clusters Score -492688.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -492724.687500 Penalty: 867.490173
	Iteration 23Q: 3 clusters Score -492724.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -492752.281250 Penalty: 867.490173
	Iteration 24Q: 3 clusters Score -492752.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -492778.156250 Penalty: 867.490173
	Iteration 25Q: 3 clusters Score -492778.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -492795.406250 Penalty: 867.490173
	Iteration 26Q: 3 clusters Score -492795.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -492814.812500 Penalty: 867.490173
	Iteration 27Q: 3 clusters Score -492814.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -492828.812500 Penalty: 867.490173
	Iteration 28Q: 3 clusters Score -492828.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -492839.593750 Penalty: 867.490173
	Iteration 29Q: 3 clusters Score -492839.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -492851.312500 Penalty: 867.490173
	Iteration 30Q: 3 clusters Score -492851.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -492860.593750 Penalty: 867.490173
	Iteration 31Q: 3 clusters Score -492860.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -492869.250000 Penalty: 867.490173
	Iteration 32Q: 3 clusters Score -492869.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -492874.875000 Penalty: 867.490173
	Iteration 33Q: 3 clusters Score -492874.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -492880.593750 Penalty: 867.490173
	Iteration 34Q: 3 clusters Score -492880.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -492885.968750 Penalty: 867.490173
	Iteration 35Q: 3 clusters Score -492886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -492889.218750 Penalty: 867.490173
	Iteration 36Q: 3 clusters Score -492889.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -492892.406250 Penalty: 867.490173
	Iteration 37Q: 3 clusters Score -492892.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -492899.125000 Penalty: 867.490173
	Iteration 38Q: 3 clusters Score -492899.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -492906.656250 Penalty: 867.490173
	Iteration 39Q: 3 clusters Score -492906.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -492910.906250 Penalty: 867.490173
	Iteration 40F: 3 clusters Score -492910.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -492913.718750 Penalty: 867.490173
	Iteration 41Q: 3 clusters Score -492913.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -492917.718750 Penalty: 867.490173
	Iteration 42Q: 3 clusters Score -492917.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -492918.875000 Penalty: 867.490173
	Iteration 43Q: 3 clusters Score -492918.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -492921.156250 Penalty: 867.490173
	Iteration 44Q: 3 clusters Score -492921.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -492924.937500 Penalty: 867.490173
	Iteration 45Q: 3 clusters Score -492924.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -492925.906250 Penalty: 867.490173
	Iteration 46Q: 3 clusters Score -492925.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -492926.093750 Penalty: 867.490173
	Iteration 47Q: 3 clusters Score -492926.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -492925.656250 Penalty: 867.490173
	Iteration 48Q: 3 clusters Score -492925.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -492925.656250 Penalty: 867.490173
	Iteration 49F: 3 clusters Score -492925.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Entering Unmasked Estep 
Score: -381946.750000 Penalty: 420.964264
	Iteration 0F: 2 clusters Score -381946.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -374981.218750 Penalty: 841.928528
	Iteration 0F: 3 clusters Score -374981.2 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -377960.687500 Penalty: 841.928528
	Iteration 1F: 3 clusters Score -377960.7 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -378378.125000 Penalty: 841.928528
	Iteration 2F: 3 clusters Score -378378.1 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -378852.500000 Penalty: 841.928528
	Iteration 3F: 3 clusters Score -378852.5 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -379375.593750 Penalty: 841.928528
	Iteration 4F: 3 clusters Score -379375.6 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -379864.312500 Penalty: 841.928528
	Iteration 5F: 3 clusters Score -379864.3 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -380224.750000 Penalty: 841.928528
	Iteration 6F: 3 clusters Score -380224.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -380387.437500 Penalty: 841.928528
	Iteration 7Q: 3 clusters Score -380387.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -380457.250000 Penalty: 841.928528
	Iteration 8Q: 3 clusters Score -380457.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -380500.500000 Penalty: 841.928528
	Iteration 9Q: 3 clusters Score -380500.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -380532.000000 Penalty: 841.928528
	Iteration 10Q: 3 clusters Score -380532 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -380557.812500 Penalty: 841.928528
	Iteration 11Q: 3 clusters Score -380557.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -380577.250000 Penalty: 841.928528
	Iteration 12Q: 3 clusters Score -380577.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -380598.593750 Penalty: 841.928528
	Iteration 13Q: 3 clusters Score -380598.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -380626.406250 Penalty: 841.928528
	Iteration 14Q: 3 clusters Score -380626.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -380664.906250 Penalty: 841.928528
	Iteration 15Q: 3 clusters Score -380664.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -380700.500000 Penalty: 841.928528
	Iteration 16Q: 3 clusters Score -380700.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -380729.750000 Penalty: 841.928528
	Iteration 17Q: 3 clusters Score -380729.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -380754.875000 Penalty: 841.928528
	Iteration 18Q: 3 clusters Score -380754.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -380779.218750 Penalty: 841.928528
	Iteration 19Q: 3 clusters Score -380779.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -380803.343750 Penalty: 841.928528
	Iteration 20F: 3 clusters Score -380803.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -380828.500000 Penalty: 841.928528
	Iteration 21Q: 3 clusters Score -380828.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -380854.343750 Penalty: 841.928528
	Iteration 22Q: 3 clusters Score -380854.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -380878.500000 Penalty: 841.928528
	Iteration 23Q: 3 clusters Score -380878.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -380898.437500 Penalty: 841.928528
	Iteration 24Q: 3 clusters Score -380898.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -380916.500000 Penalty: 841.928528
	Iteration 25Q: 3 clusters Score -380916.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -380935.218750 Penalty: 841.928528
	Iteration 26Q: 3 clusters Score -380935.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -380951.468750 Penalty: 841.928528
	Iteration 27Q: 3 clusters Score -380951.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -380967.687500 Penalty: 841.928528
	Iteration 28Q: 3 clusters Score -380967.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -380984.500000 Penalty: 841.928528
	Iteration 29Q: 3 clusters Score -380984.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -381003.250000 Penalty: 841.928528
	Iteration 30Q: 3 clusters Score -381003.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -381018.750000 Penalty: 841.928528
	Iteration 31Q: 3 clusters Score -381018.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -381032.687500 Penalty: 841.928528
	Iteration 32Q: 3 clusters Score -381032.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -381047.343750 Penalty: 841.928528
	Iteration 33Q: 3 clusters Score -381047.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -381063.000000 Penalty: 841.928528
	Iteration 34Q: 3 clusters Score -381063 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -381074.437500 Penalty: 841.928528
	Iteration 35Q: 3 clusters Score -381074.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -381083.437500 Penalty: 841.928528
	Iteration 36Q: 3 clusters Score -381083.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -381093.687500 Penalty: 841.928528
	Iteration 37Q: 3 clusters Score -381093.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -381106.343750 Penalty: 841.928528
	Iteration 38Q: 3 clusters Score -381106.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -381120.593750 Penalty: 841.928528
	Iteration 39Q: 3 clusters Score -381120.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -381135.906250 Penalty: 841.928528
	Iteration 40F: 3 clusters Score -381135.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -381149.781250 Penalty: 841.928528
	Iteration 41Q: 3 clusters Score -381149.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -381164.625000 Penalty: 841.928528
	Iteration 42Q: 3 clusters Score -381164.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -381183.812500 Penalty: 841.928528
	Iteration 43Q: 3 clusters Score -381183.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -381201.156250 Penalty: 841.928528
	Iteration 44Q: 3 clusters Score -381201.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -381211.968750 Penalty: 841.928528
	Iteration 45Q: 3 clusters Score -381212 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -381225.968750 Penalty: 841.928528
	Iteration 46Q: 3 clusters Score -381226 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -381236.843750 Penalty: 841.928528
	Iteration 47Q: 3 clusters Score -381236.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -381248.156250 Penalty: 841.928528
	Iteration 48Q: 3 clusters Score -381248.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -381263.281250 Penalty: 841.928528
	Iteration 49Q: 3 clusters Score -381263.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -381281.187500 Penalty: 841.928528
	Iteration 50Q: 3 clusters Score -381281.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -381296.250000 Penalty: 841.928528
	Iteration 51Q: 3 clusters Score -381296.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -381310.906250 Penalty: 841.928528
	Iteration 52Q: 3 clusters Score -381310.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -381322.218750 Penalty: 841.928528
	Iteration 53Q: 3 clusters Score -381322.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -381330.187500 Penalty: 841.928528
	Iteration 54Q: 3 clusters Score -381330.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -381336.093750 Penalty: 841.928528
	Iteration 55Q: 3 clusters Score -381336.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -381345.750000 Penalty: 841.928528
	Iteration 56Q: 3 clusters Score -381345.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -381356.250000 Penalty: 841.928528
	Iteration 57Q: 3 clusters Score -381356.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -381366.156250 Penalty: 841.928528
	Iteration 58Q: 3 clusters Score -381366.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -381378.031250 Penalty: 841.928528
	Iteration 59Q: 3 clusters Score -381378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -381398.718750 Penalty: 841.928528
	Iteration 60F: 3 clusters Score -381398.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -381419.218750 Penalty: 841.928528
	Iteration 61Q: 3 clusters Score -381419.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -381430.781250 Penalty: 841.928528
	Iteration 62Q: 3 clusters Score -381430.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -381443.718750 Penalty: 841.928528
	Iteration 63Q: 3 clusters Score -381443.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -381455.343750 Penalty: 841.928528
	Iteration 64Q: 3 clusters Score -381455.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -381469.750000 Penalty: 841.928528
	Iteration 65Q: 3 clusters Score -381469.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -381483.250000 Penalty: 841.928528
	Iteration 66Q: 3 clusters Score -381483.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -381492.000000 Penalty: 841.928528
	Iteration 67Q: 3 clusters Score -381492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -381499.187500 Penalty: 841.928528
	Iteration 68Q: 3 clusters Score -381499.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -381506.000000 Penalty: 841.928528
	Iteration 69Q: 3 clusters Score -381506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -381511.187500 Penalty: 841.928528
	Iteration 70Q: 3 clusters Score -381511.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -381518.000000 Penalty: 841.928528
	Iteration 71Q: 3 clusters Score -381518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -381521.593750 Penalty: 841.928528
	Iteration 72Q: 3 clusters Score -381521.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -381525.906250 Penalty: 841.928528
	Iteration 73Q: 3 clusters Score -381525.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -381529.593750 Penalty: 841.928528
	Iteration 74Q: 3 clusters Score -381529.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -381532.656250 Penalty: 841.928528
	Iteration 75Q: 3 clusters Score -381532.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -381536.968750 Penalty: 841.928528
	Iteration 76Q: 3 clusters Score -381537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -381540.187500 Penalty: 841.928528
	Iteration 77Q: 3 clusters Score -381540.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -381541.437500 Penalty: 841.928528
	Iteration 78Q: 3 clusters Score -381541.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -381545.125000 Penalty: 841.928528
	Iteration 79Q: 3 clusters Score -381545.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -381554.281250 Penalty: 841.928528
	Iteration 80F: 3 clusters Score -381554.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -381562.000000 Penalty: 841.928528
	Iteration 81Q: 3 clusters Score -381562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -381565.531250 Penalty: 841.928528
	Iteration 82Q: 3 clusters Score -381565.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -381568.125000 Penalty: 841.928528
	Iteration 83Q: 3 clusters Score -381568.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -381569.593750 Penalty: 841.928528
	Iteration 84Q: 3 clusters Score -381569.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -381572.312500 Penalty: 841.928528
	Iteration 85Q: 3 clusters Score -381572.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -381574.281250 Penalty: 841.928528
	Iteration 86Q: 3 clusters Score -381574.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -381577.593750 Penalty: 841.928528
	Iteration 87Q: 3 clusters Score -381577.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -381580.687500 Penalty: 841.928528
	Iteration 88Q: 3 clusters Score -381580.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -381585.250000 Penalty: 841.928528
	Iteration 89Q: 3 clusters Score -381585.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -381587.031250 Penalty: 841.928528
	Iteration 90Q: 3 clusters Score -381587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -381587.218750 Penalty: 841.928528
	Iteration 91Q: 3 clusters Score -381587.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -381587.750000 Penalty: 841.928528
	Iteration 92Q: 3 clusters Score -381587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -381589.187500 Penalty: 841.928528
	Iteration 93Q: 3 clusters Score -381589.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -381589.656250 Penalty: 841.928528
	Iteration 94Q: 3 clusters Score -381589.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -381590.562500 Penalty: 841.928528
	Iteration 95Q: 3 clusters Score -381590.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -381592.187500 Penalty: 841.928528
	Iteration 96Q: 3 clusters Score -381592.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -381593.125000 Penalty: 841.928528
	Iteration 97Q: 3 clusters Score -381593.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -381593.125000 Penalty: 841.928528
	Iteration 98Q: 3 clusters Score -381593.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -381593.281250 Penalty: 841.928528
	Iteration 99Q: 3 clusters Score -381593.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -381593.656250 Penalty: 841.928528
	Iteration 100F: 3 clusters Score -381593.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Entering Unmasked Estep 
Score: -252525.796875 Penalty: 404.375641
	Iteration 0F: 2 clusters Score -252525.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -247721.328125 Penalty: 808.751282
	Iteration 0F: 3 clusters Score -247721.3 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -249886.328125 Penalty: 808.751282
	Iteration 1F: 3 clusters Score -249886.3 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -250299.171875 Penalty: 808.751282
	Iteration 2F: 3 clusters Score -250299.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -250619.687500 Penalty: 808.751282
	Iteration 3F: 3 clusters Score -250619.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -250864.515625 Penalty: 808.751282
	Iteration 4F: 3 clusters Score -250864.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -251081.656250 Penalty: 808.751282
	Iteration 5F: 3 clusters Score -251081.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -251258.984375 Penalty: 808.751282
	Iteration 6Q: 3 clusters Score -251259 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -251415.000000 Penalty: 808.751282
	Iteration 7Q: 3 clusters Score -251415 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -251525.671875 Penalty: 808.751282
	Iteration 8Q: 3 clusters Score -251525.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -251612.140625 Penalty: 808.751282
	Iteration 9Q: 3 clusters Score -251612.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -251684.562500 Penalty: 808.751282
	Iteration 10Q: 3 clusters Score -251684.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -251745.640625 Penalty: 808.751282
	Iteration 11Q: 3 clusters Score -251745.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -251799.359375 Penalty: 808.751282
	Iteration 12Q: 3 clusters Score -251799.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -251849.937500 Penalty: 808.751282
	Iteration 13Q: 3 clusters Score -251849.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -251903.781250 Penalty: 808.751282
	Iteration 14Q: 3 clusters Score -251903.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -251937.203125 Penalty: 808.751282
	Iteration 15Q: 3 clusters Score -251937.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -251964.703125 Penalty: 808.751282
	Iteration 16Q: 3 clusters Score -251964.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -251994.781250 Penalty: 808.751282
	Iteration 17Q: 3 clusters Score -251994.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -252013.937500 Penalty: 808.751282
	Iteration 18Q: 3 clusters Score -252013.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -252028.015625 Penalty: 808.751282
	Iteration 19Q: 3 clusters Score -252028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -252043.296875 Penalty: 808.751282
	Iteration 20F: 3 clusters Score -252043.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -252063.953125 Penalty: 808.751282
	Iteration 21Q: 3 clusters Score -252064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -252083.859375 Penalty: 808.751282
	Iteration 22Q: 3 clusters Score -252083.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -252096.734375 Penalty: 808.751282
	Iteration 23Q: 3 clusters Score -252096.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -252112.171875 Penalty: 808.751282
	Iteration 24Q: 3 clusters Score -252112.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -252129.906250 Penalty: 808.751282
	Iteration 25Q: 3 clusters Score -252129.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -252141.500000 Penalty: 808.751282
	Iteration 26Q: 3 clusters Score -252141.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -252149.515625 Penalty: 808.751282
	Iteration 27Q: 3 clusters Score -252149.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -252156.015625 Penalty: 808.751282
	Iteration 28Q: 3 clusters Score -252156 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -252169.187500 Penalty: 808.751282
	Iteration 29Q: 3 clusters Score -252169.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -252188.078125 Penalty: 808.751282
	Iteration 30Q: 3 clusters Score -252188.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -252198.859375 Penalty: 808.751282
	Iteration 31Q: 3 clusters Score -252198.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -252207.281250 Penalty: 808.751282
	Iteration 32Q: 3 clusters Score -252207.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -252212.390625 Penalty: 808.751282
	Iteration 33Q: 3 clusters Score -252212.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -252216.984375 Penalty: 808.751282
	Iteration 34Q: 3 clusters Score -252217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -252220.671875 Penalty: 808.751282
	Iteration 35Q: 3 clusters Score -252220.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -252227.046875 Penalty: 808.751282
	Iteration 36Q: 3 clusters Score -252227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -252229.718750 Penalty: 808.751282
	Iteration 37Q: 3 clusters Score -252229.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -252231.046875 Penalty: 808.751282
	Iteration 38Q: 3 clusters Score -252231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -252231.375000 Penalty: 808.751282
	Iteration 39Q: 3 clusters Score -252231.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -252231.453125 Penalty: 808.751282
	Iteration 40F: 3 clusters Score -252231.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -252231.484375 Penalty: 808.751282
	Iteration 41Q: 3 clusters Score -252231.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -252232.687500 Penalty: 808.751282
	Iteration 42Q: 3 clusters Score -252232.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -252232.656250 Penalty: 808.751282
	Iteration 43Q: 3 clusters Score -252232.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -252232.656250 Penalty: 808.751282
	Iteration 44F: 3 clusters Score -252232.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (481066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481066 members 
Entering Unmasked Estep 
Score: -18452688.000000 Penalty: 595.311035
	Iteration 0F: 2 clusters Score -1.845269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240875 members 
Mstep: Class 2 contains 240191 members 
Entering Unmasked Estep 
Score: -18130226.000000 Penalty: 1190.622070
	Iteration 0F: 3 clusters Score -1.813023e+07 nChanged 237378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277719 members 
Mstep: Class 2 contains 203347 members 
Entering Unmasked Estep 
Score: -18283294.000000 Penalty: 1190.622070
	Iteration 1F: 3 clusters Score -1.828329e+07 nChanged 26725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300534 members 
Mstep: Class 2 contains 180532 members 
Entering Unmasked Estep 
Score: -18295910.000000 Penalty: 1190.622070
	Iteration 2F: 3 clusters Score -1.829591e+07 nChanged 34496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332330 members 
Mstep: Class 2 contains 148736 members 
Entering Unmasked Estep 
Score: -18317484.000000 Penalty: 1190.622070
	Iteration 3F: 3 clusters Score -1.831748e+07 nChanged 40326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371030 members 
Mstep: Class 2 contains 110036 members 
Entering Unmasked Estep 
Score: -18349098.000000 Penalty: 1190.622070
	Iteration 4F: 3 clusters Score -1.83491e+07 nChanged 40773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411113 members 
Mstep: Class 2 contains 69953 members 
Entering Unmasked Estep 
Score: -18385810.000000 Penalty: 1190.622070
	Iteration 5F: 3 clusters Score -1.838581e+07 nChanged 33687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444574 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -18419138.000000 Penalty: 1190.622070
	Iteration 6F: 3 clusters Score -1.841914e+07 nChanged 21458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465990 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -18439194.000000 Penalty: 1190.622070
	Iteration 7Q: 3 clusters Score -1.843919e+07 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475820 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -18448064.000000 Penalty: 1190.622070
	Iteration 8Q: 3 clusters Score -1.844806e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479196 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -18450808.000000 Penalty: 1190.622070
	Iteration 9Q: 3 clusters Score -1.845081e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480221 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -18451684.000000 Penalty: 1190.622070
	Iteration 10Q: 3 clusters Score -1.845168e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480523 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -18451948.000000 Penalty: 1190.622070
	Iteration 11Q: 3 clusters Score -1.845195e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480652 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -18452066.000000 Penalty: 1190.622070
	Iteration 12Q: 3 clusters Score -1.845207e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480696 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -18452110.000000 Penalty: 1190.622070
	Iteration 13Q: 3 clusters Score -1.845211e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480720 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -18452160.000000 Penalty: 1190.622070
	Iteration 14Q: 3 clusters Score -1.845216e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480737 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -18452206.000000 Penalty: 1190.622070
	Iteration 15Q: 3 clusters Score -1.845221e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480736 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -18452218.000000 Penalty: 1190.622070
	Iteration 16Q: 3 clusters Score -1.845222e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480735 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -18452224.000000 Penalty: 1190.622070
	Iteration 17Q: 3 clusters Score -1.845222e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480725 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -18452232.000000 Penalty: 1190.622070
	Iteration 18Q: 3 clusters Score -1.845223e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480720 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -18452234.000000 Penalty: 1190.622070
	Iteration 19Q: 3 clusters Score -1.845223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480719 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -18452238.000000 Penalty: 1190.622070
	Iteration 20F: 3 clusters Score -1.845224e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480726 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -18452252.000000 Penalty: 1190.622070
	Iteration 21Q: 3 clusters Score -1.845225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480722 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -18452250.000000 Penalty: 1190.622070
	Iteration 22Q: 3 clusters Score -1.845225e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480721 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -18452272.000000 Penalty: 1190.622070
	Iteration 23Q: 3 clusters Score -1.845227e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480711 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -18452272.000000 Penalty: 1190.622070
	Iteration 24Q: 3 clusters Score -1.845227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480706 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -18452280.000000 Penalty: 1190.622070
	Iteration 25Q: 3 clusters Score -1.845228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480707 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -18452278.000000 Penalty: 1190.622070
	Iteration 26Q: 3 clusters Score -1.845228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480704 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -18452276.000000 Penalty: 1190.622070
	Iteration 27Q: 3 clusters Score -1.845228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480702 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -18452276.000000 Penalty: 1190.622070
	Iteration 28Q: 3 clusters Score -1.845228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480696 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -18452270.000000 Penalty: 1190.622070
	Iteration 29Q: 3 clusters Score -1.845227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480690 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -18452282.000000 Penalty: 1190.622070
	Iteration 30Q: 3 clusters Score -1.845228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480687 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -18452292.000000 Penalty: 1190.622070
	Iteration 31Q: 3 clusters Score -1.845229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480686 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -18452290.000000 Penalty: 1190.622070
	Iteration 32Q: 3 clusters Score -1.845229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480688 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -18452294.000000 Penalty: 1190.622070
	Iteration 33Q: 3 clusters Score -1.845229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480691 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -18452288.000000 Penalty: 1190.622070
	Iteration 34Q: 3 clusters Score -1.845229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480695 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -18452308.000000 Penalty: 1190.622070
	Iteration 35Q: 3 clusters Score -1.845231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480696 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -18452318.000000 Penalty: 1190.622070
	Iteration 36Q: 3 clusters Score -1.845232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480698 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -18452306.000000 Penalty: 1190.622070
	Iteration 37Q: 3 clusters Score -1.845231e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480704 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -18452342.000000 Penalty: 1190.622070
	Iteration 38Q: 3 clusters Score -1.845234e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480691 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -18452346.000000 Penalty: 1190.622070
	Iteration 39Q: 3 clusters Score -1.845235e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480687 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -18452354.000000 Penalty: 1190.622070
	Iteration 40F: 3 clusters Score -1.845235e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480692 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -18452376.000000 Penalty: 1190.622070
	Iteration 41Q: 3 clusters Score -1.845238e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480692 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -18452368.000000 Penalty: 1190.622070
	Iteration 42Q: 3 clusters Score -1.845237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480691 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -18452378.000000 Penalty: 1190.622070
	Iteration 43Q: 3 clusters Score -1.845238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480688 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -18452386.000000 Penalty: 1190.622070
	Iteration 44Q: 3 clusters Score -1.845239e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480685 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -18452420.000000 Penalty: 1190.622070
	Iteration 45Q: 3 clusters Score -1.845242e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480684 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -18452418.000000 Penalty: 1190.622070
	Iteration 46Q: 3 clusters Score -1.845242e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480682 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -18452430.000000 Penalty: 1190.622070
	Iteration 47Q: 3 clusters Score -1.845243e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480677 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -18452432.000000 Penalty: 1190.622070
	Iteration 48Q: 3 clusters Score -1.845243e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480667 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -18452440.000000 Penalty: 1190.622070
	Iteration 49Q: 3 clusters Score -1.845244e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480654 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -18452428.000000 Penalty: 1190.622070
	Iteration 50Q: 3 clusters Score -1.845243e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480641 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -18452410.000000 Penalty: 1190.622070
	Iteration 51Q: 3 clusters Score -1.845241e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480625 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -18452434.000000 Penalty: 1190.622070
	Iteration 52Q: 3 clusters Score -1.845243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480612 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -18452432.000000 Penalty: 1190.622070
	Iteration 53Q: 3 clusters Score -1.845243e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480599 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -18452438.000000 Penalty: 1190.622070
	Iteration 54Q: 3 clusters Score -1.845244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480592 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -18452456.000000 Penalty: 1190.622070
	Iteration 55Q: 3 clusters Score -1.845246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480584 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -18452454.000000 Penalty: 1190.622070
	Iteration 56Q: 3 clusters Score -1.845245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480579 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -18452454.000000 Penalty: 1190.622070
	Iteration 57Q: 3 clusters Score -1.845245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480574 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -18452474.000000 Penalty: 1190.622070
	Iteration 58Q: 3 clusters Score -1.845247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480565 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -18452462.000000 Penalty: 1190.622070
	Iteration 59Q: 3 clusters Score -1.845246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480555 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -18452460.000000 Penalty: 1190.622070
	Iteration 60F: 3 clusters Score -1.845246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480547 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -18452476.000000 Penalty: 1190.622070
	Iteration 61Q: 3 clusters Score -1.845248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480540 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -18452480.000000 Penalty: 1190.622070
	Iteration 62Q: 3 clusters Score -1.845248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480536 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -18452468.000000 Penalty: 1190.622070
	Iteration 63Q: 3 clusters Score -1.845247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480531 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -18452464.000000 Penalty: 1190.622070
	Iteration 64Q: 3 clusters Score -1.845246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480529 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -18452458.000000 Penalty: 1190.622070
	Iteration 65Q: 3 clusters Score -1.845246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480528 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -18452456.000000 Penalty: 1190.622070
	Iteration 66Q: 3 clusters Score -1.845246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480526 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -18452446.000000 Penalty: 1190.622070
	Iteration 67Q: 3 clusters Score -1.845245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480524 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -18452450.000000 Penalty: 1190.622070
	Iteration 68Q: 3 clusters Score -1.845245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480522 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -18452458.000000 Penalty: 1190.622070
	Iteration 69Q: 3 clusters Score -1.845246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480518 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -18452454.000000 Penalty: 1190.622070
	Iteration 70Q: 3 clusters Score -1.845245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480516 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -18452452.000000 Penalty: 1190.622070
	Iteration 71Q: 3 clusters Score -1.845245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480513 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -18452458.000000 Penalty: 1190.622070
	Iteration 72Q: 3 clusters Score -1.845246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480513 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -18452458.000000 Penalty: 1190.622070
	Iteration 73F: 3 clusters Score -1.845246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Entering Unmasked Estep 
Score: -304148.875000 Penalty: 410.658234
	Iteration 0F: 2 clusters Score -304148.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -298578.343750 Penalty: 821.316467
	Iteration 0F: 3 clusters Score -298578.3 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -300712.031250 Penalty: 821.316467
	Iteration 1F: 3 clusters Score -300712 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -300927.687500 Penalty: 821.316467
	Iteration 2F: 3 clusters Score -300927.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -301122.000000 Penalty: 821.316467
	Iteration 3F: 3 clusters Score -301122 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -301346.156250 Penalty: 821.316467
	Iteration 4F: 3 clusters Score -301346.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -301579.812500 Penalty: 821.316467
	Iteration 5Q: 3 clusters Score -301579.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -301804.625000 Penalty: 821.316467
	Iteration 6Q: 3 clusters Score -301804.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -302059.156250 Penalty: 821.316467
	Iteration 7Q: 3 clusters Score -302059.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -302301.656250 Penalty: 821.316467
	Iteration 8Q: 3 clusters Score -302301.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -302580.062500 Penalty: 821.316467
	Iteration 9F: 3 clusters Score -302580.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -302854.968750 Penalty: 821.316467
	Iteration 10F: 3 clusters Score -302855 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -303030.687500 Penalty: 821.316467
	Iteration 11Q: 3 clusters Score -303030.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -303112.718750 Penalty: 821.316467
	Iteration 12Q: 3 clusters Score -303112.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -303157.593750 Penalty: 821.316467
	Iteration 13Q: 3 clusters Score -303157.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -303187.031250 Penalty: 821.316467
	Iteration 14Q: 3 clusters Score -303187 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -303212.187500 Penalty: 821.316467
	Iteration 15Q: 3 clusters Score -303212.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -303246.625000 Penalty: 821.316467
	Iteration 16Q: 3 clusters Score -303246.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -303278.343750 Penalty: 821.316467
	Iteration 17Q: 3 clusters Score -303278.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -303310.687500 Penalty: 821.316467
	Iteration 18Q: 3 clusters Score -303310.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -303348.218750 Penalty: 821.316467
	Iteration 19Q: 3 clusters Score -303348.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -303390.593750 Penalty: 821.316467
	Iteration 20F: 3 clusters Score -303390.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -303435.437500 Penalty: 821.316467
	Iteration 21Q: 3 clusters Score -303435.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -303480.375000 Penalty: 821.316467
	Iteration 22Q: 3 clusters Score -303480.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -303528.500000 Penalty: 821.316467
	Iteration 23Q: 3 clusters Score -303528.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -303593.562500 Penalty: 821.316467
	Iteration 24Q: 3 clusters Score -303593.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -303675.468750 Penalty: 821.316467
	Iteration 25Q: 3 clusters Score -303675.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -303791.406250 Penalty: 821.316467
	Iteration 26Q: 3 clusters Score -303791.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -303891.437500 Penalty: 821.316467
	Iteration 27Q: 3 clusters Score -303891.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -303954.750000 Penalty: 821.316467
	Iteration 28Q: 3 clusters Score -303954.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -303995.750000 Penalty: 821.316467
	Iteration 29Q: 3 clusters Score -303995.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -304028.968750 Penalty: 821.316467
	Iteration 30Q: 3 clusters Score -304029 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -304059.312500 Penalty: 821.316467
	Iteration 31Q: 3 clusters Score -304059.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -304084.968750 Penalty: 821.316467
	Iteration 32Q: 3 clusters Score -304085 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -304109.906250 Penalty: 821.316467
	Iteration 33Q: 3 clusters Score -304109.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -304129.843750 Penalty: 821.316467
	Iteration 34Q: 3 clusters Score -304129.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -304145.843750 Penalty: 821.316467
	Iteration 35Q: 3 clusters Score -304145.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -304157.468750 Penalty: 821.316467
	Iteration 36Q: 3 clusters Score -304157.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -304166.406250 Penalty: 821.316467
	Iteration 37Q: 3 clusters Score -304166.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -304172.875000 Penalty: 821.316467
	Iteration 38Q: 3 clusters Score -304172.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -304179.562500 Penalty: 821.316467
	Iteration 39Q: 3 clusters Score -304179.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -304187.281250 Penalty: 821.316467
	Iteration 40F: 3 clusters Score -304187.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -304193.156250 Penalty: 821.316467
	Iteration 41Q: 3 clusters Score -304193.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -304198.031250 Penalty: 821.316467
	Iteration 42Q: 3 clusters Score -304198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -304202.187500 Penalty: 821.316467
	Iteration 43Q: 3 clusters Score -304202.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -304205.250000 Penalty: 821.316467
	Iteration 44Q: 3 clusters Score -304205.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -304208.718750 Penalty: 821.316467
	Iteration 45Q: 3 clusters Score -304208.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -304209.906250 Penalty: 821.316467
	Iteration 46Q: 3 clusters Score -304209.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -304213.281250 Penalty: 821.316467
	Iteration 47Q: 3 clusters Score -304213.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -304215.968750 Penalty: 821.316467
	Iteration 48Q: 3 clusters Score -304216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -304217.281250 Penalty: 821.316467
	Iteration 49Q: 3 clusters Score -304217.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -304217.968750 Penalty: 821.316467
	Iteration 50Q: 3 clusters Score -304218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -304220.031250 Penalty: 821.316467
	Iteration 51Q: 3 clusters Score -304220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -304222.718750 Penalty: 821.316467
	Iteration 52Q: 3 clusters Score -304222.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -304224.656250 Penalty: 821.316467
	Iteration 53Q: 3 clusters Score -304224.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -304226.375000 Penalty: 821.316467
	Iteration 54Q: 3 clusters Score -304226.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -304230.156250 Penalty: 821.316467
	Iteration 55Q: 3 clusters Score -304230.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -304232.375000 Penalty: 821.316467
	Iteration 56Q: 3 clusters Score -304232.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -304235.156250 Penalty: 821.316467
	Iteration 57Q: 3 clusters Score -304235.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -304236.312500 Penalty: 821.316467
	Iteration 58Q: 3 clusters Score -304236.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -304236.406250 Penalty: 821.316467
	Iteration 59Q: 3 clusters Score -304236.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -304236.375000 Penalty: 821.316467
	Iteration 60F: 3 clusters Score -304236.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -304237.125000 Penalty: 821.316467
	Iteration 61Q: 3 clusters Score -304237.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -304236.812500 Penalty: 821.316467
	Iteration 62Q: 3 clusters Score -304236.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -304236.875000 Penalty: 821.316467
	Iteration 63Q: 3 clusters Score -304236.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -304237.531250 Penalty: 821.316467
	Iteration 64Q: 3 clusters Score -304237.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -304237.625000 Penalty: 821.316467
	Iteration 65Q: 3 clusters Score -304237.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -304238.062500 Penalty: 821.316467
	Iteration 66Q: 3 clusters Score -304238.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -304237.968750 Penalty: 821.316467
	Iteration 67Q: 3 clusters Score -304238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -304239.781250 Penalty: 821.316467
	Iteration 68Q: 3 clusters Score -304239.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -304240.250000 Penalty: 821.316467
	Iteration 69Q: 3 clusters Score -304240.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -304242.250000 Penalty: 821.316467
	Iteration 70Q: 3 clusters Score -304242.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -304242.375000 Penalty: 821.316467
	Iteration 71Q: 3 clusters Score -304242.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -304243.125000 Penalty: 821.316467
	Iteration 72Q: 3 clusters Score -304243.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -304243.937500 Penalty: 821.316467
	Iteration 73Q: 3 clusters Score -304243.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -304244.625000 Penalty: 821.316467
	Iteration 74Q: 3 clusters Score -304244.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -304245.968750 Penalty: 821.316467
	Iteration 75Q: 3 clusters Score -304246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -304246.718750 Penalty: 821.316467
	Iteration 76Q: 3 clusters Score -304246.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -304247.593750 Penalty: 821.316467
	Iteration 77Q: 3 clusters Score -304247.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -304247.500000 Penalty: 821.316467
	Iteration 78Q: 3 clusters Score -304247.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -304247.906250 Penalty: 821.316467
	Iteration 79Q: 3 clusters Score -304247.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -304247.906250 Penalty: 821.316467
	Iteration 80F: 3 clusters Score -304247.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 10425 members 
Mstep: Class 3 contains 7240 members 
Mstep: Class 4 contains 481066 members 
Mstep: Class 5 contains 845 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 562425 members 
Mstep: Class 8 contains 3184 members 
Mstep: Class 9 contains 7223 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 3157 members 
Mstep: Class 12 contains 1030 members 
Mstep: Class 13 contains 7171 members 
Mstep: Class 14 contains 1281 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 4224 members 
Mstep: Class 17 contains 20203 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 13430 members 
Mstep: Class 20 contains 104083 members 
Mstep: Class 21 contains 1100 members 
Mstep: Class 22 contains 12396 members 
Mstep: Class 23 contains 15359 members 
Mstep: Class 24 contains 22660 members 
Mstep: Class 25 contains 9767 members 
Mstep: Class 26 contains 4275 members 
Mstep: Class 27 contains 3471 members 
Mstep: Class 28 contains 15726 members 
Mstep: Class 29 contains 1365 members 
Mstep: Class 30 contains 11823 members 
Mstep: Class 31 contains 7550 members 
Mstep: Class 32 contains 683 members 
Mstep: Class 33 contains 9544 members 
Mstep: Class 34 contains 1477 members 
Mstep: Class 35 contains 3394 members 
Mstep: Class 36 contains 1073 members 
Mstep: Class 37 contains 6541 members 
Mstep: Class 38 contains 1281 members 
Mstep: Class 39 contains 7467 members 
Entering Unmasked Estep 
Score: -50375028.000000 Penalty: 25097.408203
Splitting cluster 5 changes total score from -50375252.000000 to -50375028.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (6938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Entering Unmasked Estep 
Score: -244160.500000 Penalty: 402.436981
	Iteration 0F: 2 clusters Score -244160.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -239505.781250 Penalty: 804.873962
	Iteration 0F: 3 clusters Score -239505.8 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -241327.531250 Penalty: 804.873962
	Iteration 1F: 3 clusters Score -241327.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -241552.468750 Penalty: 804.873962
	Iteration 2F: 3 clusters Score -241552.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -241810.500000 Penalty: 804.873962
	Iteration 3F: 3 clusters Score -241810.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -242111.296875 Penalty: 804.873962
	Iteration 4F: 3 clusters Score -242111.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -242488.703125 Penalty: 804.873962
	Iteration 5F: 3 clusters Score -242488.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -242948.437500 Penalty: 804.873962
	Iteration 6F: 3 clusters Score -242948.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -243334.109375 Penalty: 804.873962
	Iteration 7F: 3 clusters Score -243334.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -243573.406250 Penalty: 804.873962
	Iteration 8Q: 3 clusters Score -243573.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -243699.765625 Penalty: 804.873962
	Iteration 9Q: 3 clusters Score -243699.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -243778.484375 Penalty: 804.873962
	Iteration 10Q: 3 clusters Score -243778.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -243864.656250 Penalty: 804.873962
	Iteration 11Q: 3 clusters Score -243864.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -243941.343750 Penalty: 804.873962
	Iteration 12Q: 3 clusters Score -243941.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -243993.578125 Penalty: 804.873962
	Iteration 13Q: 3 clusters Score -243993.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -244041.156250 Penalty: 804.873962
	Iteration 14Q: 3 clusters Score -244041.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -244096.031250 Penalty: 804.873962
	Iteration 15Q: 3 clusters Score -244096 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -244125.937500 Penalty: 804.873962
	Iteration 16Q: 3 clusters Score -244125.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -244145.484375 Penalty: 804.873962
	Iteration 17Q: 3 clusters Score -244145.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -244159.828125 Penalty: 804.873962
	Iteration 18Q: 3 clusters Score -244159.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -244169.000000 Penalty: 804.873962
	Iteration 19Q: 3 clusters Score -244169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -244175.796875 Penalty: 804.873962
	Iteration 20F: 3 clusters Score -244175.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -244183.171875 Penalty: 804.873962
	Iteration 21Q: 3 clusters Score -244183.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -244189.593750 Penalty: 804.873962
	Iteration 22Q: 3 clusters Score -244189.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -244193.593750 Penalty: 804.873962
	Iteration 23Q: 3 clusters Score -244193.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -244196.718750 Penalty: 804.873962
	Iteration 24Q: 3 clusters Score -244196.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -244198.078125 Penalty: 804.873962
	Iteration 25Q: 3 clusters Score -244198.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -244199.921875 Penalty: 804.873962
	Iteration 26Q: 3 clusters Score -244199.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -244201.812500 Penalty: 804.873962
	Iteration 27Q: 3 clusters Score -244201.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -244205.031250 Penalty: 804.873962
	Iteration 28Q: 3 clusters Score -244205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -244206.281250 Penalty: 804.873962
	Iteration 29Q: 3 clusters Score -244206.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -244206.953125 Penalty: 804.873962
	Iteration 30Q: 3 clusters Score -244207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -244206.703125 Penalty: 804.873962
	Iteration 31Q: 3 clusters Score -244206.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -244207.125000 Penalty: 804.873962
	Iteration 32Q: 3 clusters Score -244207.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -244207.125000 Penalty: 804.873962
	Iteration 33F: 3 clusters Score -244207.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 10425 members 
Mstep: Class 3 contains 7240 members 
Mstep: Class 4 contains 481066 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 5550 members 
Mstep: Class 7 contains 562425 members 
Mstep: Class 8 contains 3184 members 
Mstep: Class 9 contains 7223 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 3157 members 
Mstep: Class 12 contains 1030 members 
Mstep: Class 13 contains 7171 members 
Mstep: Class 14 contains 1281 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 4224 members 
Mstep: Class 17 contains 20203 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 13430 members 
Mstep: Class 20 contains 104083 members 
Mstep: Class 21 contains 1100 members 
Mstep: Class 22 contains 12396 members 
Mstep: Class 23 contains 15359 members 
Mstep: Class 24 contains 22660 members 
Mstep: Class 25 contains 9767 members 
Mstep: Class 26 contains 4275 members 
Mstep: Class 27 contains 3471 members 
Mstep: Class 28 contains 15726 members 
Mstep: Class 29 contains 1365 members 
Mstep: Class 30 contains 11823 members 
Mstep: Class 31 contains 7550 members 
Mstep: Class 32 contains 683 members 
Mstep: Class 33 contains 9544 members 
Mstep: Class 34 contains 1477 members 
Mstep: Class 35 contains 3394 members 
Mstep: Class 36 contains 1073 members 
Mstep: Class 37 contains 6541 members 
Mstep: Class 38 contains 1281 members 
Mstep: Class 39 contains 1388 members 
Entering Unmasked Estep 
Score: -50375036.000000 Penalty: 25097.408203
Splitting cluster 6 changes total score from -50375252.000000 to -50375036.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (562425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562425 members 
Entering Unmasked Estep 
Score: -21677750.000000 Penalty: 602.420593
	Iteration 0F: 2 clusters Score -2.167775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281185 members 
Mstep: Class 2 contains 281240 members 
Entering Unmasked Estep 
Score: -21323956.000000 Penalty: 1204.841187
	Iteration 0F: 3 clusters Score -2.132396e+07 nChanged 278769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270248 members 
Mstep: Class 2 contains 292177 members 
Entering Unmasked Estep 
Score: -21500578.000000 Penalty: 1204.841187
	Iteration 1F: 3 clusters Score -2.150058e+07 nChanged 23107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267453 members 
Mstep: Class 2 contains 294972 members 
Entering Unmasked Estep 
Score: -21509558.000000 Penalty: 1204.841187
	Iteration 2Q: 3 clusters Score -2.150956e+07 nChanged 27359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264704 members 
Mstep: Class 2 contains 297721 members 
Entering Unmasked Estep 
Score: -21522954.000000 Penalty: 1204.841187
	Iteration 3Q: 3 clusters Score -2.152295e+07 nChanged 32263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262785 members 
Mstep: Class 2 contains 299640 members 
Entering Unmasked Estep 
Score: -21544202.000000 Penalty: 1204.841187
	Iteration 4F: 3 clusters Score -2.15442e+07 nChanged 37098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262483 members 
Mstep: Class 2 contains 299942 members 
Entering Unmasked Estep 
Score: -21573478.000000 Penalty: 1204.841187
	Iteration 5F: 3 clusters Score -2.157348e+07 nChanged 36636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264131 members 
Mstep: Class 2 contains 298294 members 
Entering Unmasked Estep 
Score: -21598930.000000 Penalty: 1204.841187
	Iteration 6F: 3 clusters Score -2.159893e+07 nChanged 27653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266362 members 
Mstep: Class 2 contains 296063 members 
Entering Unmasked Estep 
Score: -21609706.000000 Penalty: 1204.841187
	Iteration 7Q: 3 clusters Score -2.160971e+07 nChanged 14975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268697 members 
Mstep: Class 2 contains 293728 members 
Entering Unmasked Estep 
Score: -21612304.000000 Penalty: 1204.841187
	Iteration 8Q: 3 clusters Score -2.16123e+07 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271656 members 
Mstep: Class 2 contains 290769 members 
Entering Unmasked Estep 
Score: -21613330.000000 Penalty: 1204.841187
	Iteration 9Q: 3 clusters Score -2.161333e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275425 members 
Mstep: Class 2 contains 287000 members 
Entering Unmasked Estep 
Score: -21614064.000000 Penalty: 1204.841187
	Iteration 10Q: 3 clusters Score -2.161406e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279919 members 
Mstep: Class 2 contains 282506 members 
Entering Unmasked Estep 
Score: -21614816.000000 Penalty: 1204.841187
	Iteration 11Q: 3 clusters Score -2.161482e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285028 members 
Mstep: Class 2 contains 277397 members 
Entering Unmasked Estep 
Score: -21615790.000000 Penalty: 1204.841187
	Iteration 12Q: 3 clusters Score -2.161579e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290888 members 
Mstep: Class 2 contains 271537 members 
Entering Unmasked Estep 
Score: -21616694.000000 Penalty: 1204.841187
	Iteration 13Q: 3 clusters Score -2.161669e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297771 members 
Mstep: Class 2 contains 264654 members 
Entering Unmasked Estep 
Score: -21618112.000000 Penalty: 1204.841187
	Iteration 14Q: 3 clusters Score -2.161811e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305470 members 
Mstep: Class 2 contains 256955 members 
Entering Unmasked Estep 
Score: -21619864.000000 Penalty: 1204.841187
	Iteration 15Q: 3 clusters Score -2.161986e+07 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314244 members 
Mstep: Class 2 contains 248181 members 
Entering Unmasked Estep 
Score: -21621578.000000 Penalty: 1204.841187
	Iteration 16Q: 3 clusters Score -2.162158e+07 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323064 members 
Mstep: Class 2 contains 239361 members 
Entering Unmasked Estep 
Score: -21623434.000000 Penalty: 1204.841187
	Iteration 17Q: 3 clusters Score -2.162343e+07 nChanged 8847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331619 members 
Mstep: Class 2 contains 230806 members 
Entering Unmasked Estep 
Score: -21625172.000000 Penalty: 1204.841187
	Iteration 18Q: 3 clusters Score -2.162517e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339577 members 
Mstep: Class 2 contains 222848 members 
Entering Unmasked Estep 
Score: -21626674.000000 Penalty: 1204.841187
	Iteration 19Q: 3 clusters Score -2.162667e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347316 members 
Mstep: Class 2 contains 215109 members 
Entering Unmasked Estep 
Score: -21628236.000000 Penalty: 1204.841187
	Iteration 20F: 3 clusters Score -2.162824e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354954 members 
Mstep: Class 2 contains 207471 members 
Entering Unmasked Estep 
Score: -21630010.000000 Penalty: 1204.841187
	Iteration 21Q: 3 clusters Score -2.163001e+07 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362610 members 
Mstep: Class 2 contains 199815 members 
Entering Unmasked Estep 
Score: -21631872.000000 Penalty: 1204.841187
	Iteration 22Q: 3 clusters Score -2.163187e+07 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370347 members 
Mstep: Class 2 contains 192078 members 
Entering Unmasked Estep 
Score: -21633534.000000 Penalty: 1204.841187
	Iteration 23Q: 3 clusters Score -2.163353e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377954 members 
Mstep: Class 2 contains 184471 members 
Entering Unmasked Estep 
Score: -21635488.000000 Penalty: 1204.841187
	Iteration 24Q: 3 clusters Score -2.163549e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385488 members 
Mstep: Class 2 contains 176937 members 
Entering Unmasked Estep 
Score: -21637134.000000 Penalty: 1204.841187
	Iteration 25Q: 3 clusters Score -2.163713e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392864 members 
Mstep: Class 2 contains 169561 members 
Entering Unmasked Estep 
Score: -21638684.000000 Penalty: 1204.841187
	Iteration 26Q: 3 clusters Score -2.163868e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400023 members 
Mstep: Class 2 contains 162402 members 
Entering Unmasked Estep 
Score: -21640066.000000 Penalty: 1204.841187
	Iteration 27Q: 3 clusters Score -2.164007e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406784 members 
Mstep: Class 2 contains 155641 members 
Entering Unmasked Estep 
Score: -21641142.000000 Penalty: 1204.841187
	Iteration 28Q: 3 clusters Score -2.164114e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413168 members 
Mstep: Class 2 contains 149257 members 
Entering Unmasked Estep 
Score: -21641970.000000 Penalty: 1204.841187
	Iteration 29Q: 3 clusters Score -2.164197e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419292 members 
Mstep: Class 2 contains 143133 members 
Entering Unmasked Estep 
Score: -21642606.000000 Penalty: 1204.841187
	Iteration 30Q: 3 clusters Score -2.164261e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425096 members 
Mstep: Class 2 contains 137329 members 
Entering Unmasked Estep 
Score: -21643262.000000 Penalty: 1204.841187
	Iteration 31Q: 3 clusters Score -2.164326e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430549 members 
Mstep: Class 2 contains 131876 members 
Entering Unmasked Estep 
Score: -21643948.000000 Penalty: 1204.841187
	Iteration 32Q: 3 clusters Score -2.164395e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435827 members 
Mstep: Class 2 contains 126598 members 
Entering Unmasked Estep 
Score: -21644836.000000 Penalty: 1204.841187
	Iteration 33Q: 3 clusters Score -2.164484e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440846 members 
Mstep: Class 2 contains 121579 members 
Entering Unmasked Estep 
Score: -21645042.000000 Penalty: 1204.841187
	Iteration 34Q: 3 clusters Score -2.164504e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445575 members 
Mstep: Class 2 contains 116850 members 
Entering Unmasked Estep 
Score: -21645276.000000 Penalty: 1204.841187
	Iteration 35Q: 3 clusters Score -2.164528e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450156 members 
Mstep: Class 2 contains 112269 members 
Entering Unmasked Estep 
Score: -21645734.000000 Penalty: 1204.841187
	Iteration 36Q: 3 clusters Score -2.164573e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454541 members 
Mstep: Class 2 contains 107884 members 
Entering Unmasked Estep 
Score: -21646076.000000 Penalty: 1204.841187
	Iteration 37Q: 3 clusters Score -2.164608e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458779 members 
Mstep: Class 2 contains 103646 members 
Entering Unmasked Estep 
Score: -21646770.000000 Penalty: 1204.841187
	Iteration 38Q: 3 clusters Score -2.164677e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462870 members 
Mstep: Class 2 contains 99555 members 
Entering Unmasked Estep 
Score: -21647706.000000 Penalty: 1204.841187
	Iteration 39Q: 3 clusters Score -2.164771e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466953 members 
Mstep: Class 2 contains 95472 members 
Entering Unmasked Estep 
Score: -21648824.000000 Penalty: 1204.841187
	Iteration 40F: 3 clusters Score -2.164882e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471008 members 
Mstep: Class 2 contains 91417 members 
Entering Unmasked Estep 
Score: -21649772.000000 Penalty: 1204.841187
	Iteration 41Q: 3 clusters Score -2.164977e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474903 members 
Mstep: Class 2 contains 87522 members 
Entering Unmasked Estep 
Score: -21650618.000000 Penalty: 1204.841187
	Iteration 42Q: 3 clusters Score -2.165062e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478698 members 
Mstep: Class 2 contains 83727 members 
Entering Unmasked Estep 
Score: -21651406.000000 Penalty: 1204.841187
	Iteration 43Q: 3 clusters Score -2.165141e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482367 members 
Mstep: Class 2 contains 80058 members 
Entering Unmasked Estep 
Score: -21652182.000000 Penalty: 1204.841187
	Iteration 44Q: 3 clusters Score -2.165218e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485891 members 
Mstep: Class 2 contains 76534 members 
Entering Unmasked Estep 
Score: -21653210.000000 Penalty: 1204.841187
	Iteration 45Q: 3 clusters Score -2.165321e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489288 members 
Mstep: Class 2 contains 73137 members 
Entering Unmasked Estep 
Score: -21654310.000000 Penalty: 1204.841187
	Iteration 46Q: 3 clusters Score -2.165431e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492623 members 
Mstep: Class 2 contains 69802 members 
Entering Unmasked Estep 
Score: -21655432.000000 Penalty: 1204.841187
	Iteration 47Q: 3 clusters Score -2.165543e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495847 members 
Mstep: Class 2 contains 66578 members 
Entering Unmasked Estep 
Score: -21656386.000000 Penalty: 1204.841187
	Iteration 48Q: 3 clusters Score -2.165639e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499007 members 
Mstep: Class 2 contains 63418 members 
Entering Unmasked Estep 
Score: -21657066.000000 Penalty: 1204.841187
	Iteration 49Q: 3 clusters Score -2.165707e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502049 members 
Mstep: Class 2 contains 60376 members 
Entering Unmasked Estep 
Score: -21657984.000000 Penalty: 1204.841187
	Iteration 50Q: 3 clusters Score -2.165798e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504972 members 
Mstep: Class 2 contains 57453 members 
Entering Unmasked Estep 
Score: -21658706.000000 Penalty: 1204.841187
	Iteration 51Q: 3 clusters Score -2.165871e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507819 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -21659328.000000 Penalty: 1204.841187
	Iteration 52Q: 3 clusters Score -2.165933e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510492 members 
Mstep: Class 2 contains 51933 members 
Entering Unmasked Estep 
Score: -21659972.000000 Penalty: 1204.841187
	Iteration 53Q: 3 clusters Score -2.165997e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513130 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -21660732.000000 Penalty: 1204.841187
	Iteration 54Q: 3 clusters Score -2.166073e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515694 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -21661422.000000 Penalty: 1204.841187
	Iteration 55Q: 3 clusters Score -2.166142e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518162 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -21662146.000000 Penalty: 1204.841187
	Iteration 56Q: 3 clusters Score -2.166215e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520542 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -21662976.000000 Penalty: 1204.841187
	Iteration 57Q: 3 clusters Score -2.166298e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522871 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -21663894.000000 Penalty: 1204.841187
	Iteration 58Q: 3 clusters Score -2.166389e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525074 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -21664838.000000 Penalty: 1204.841187
	Iteration 59Q: 3 clusters Score -2.166484e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527205 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -21665642.000000 Penalty: 1204.841187
	Iteration 60F: 3 clusters Score -2.166564e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529242 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -21666412.000000 Penalty: 1204.841187
	Iteration 61Q: 3 clusters Score -2.166641e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531181 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -21667108.000000 Penalty: 1204.841187
	Iteration 62Q: 3 clusters Score -2.166711e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533023 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -21667836.000000 Penalty: 1204.841187
	Iteration 63Q: 3 clusters Score -2.166784e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534772 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -21668504.000000 Penalty: 1204.841187
	Iteration 64Q: 3 clusters Score -2.16685e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536415 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -21669256.000000 Penalty: 1204.841187
	Iteration 65Q: 3 clusters Score -2.166926e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537986 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -21669694.000000 Penalty: 1204.841187
	Iteration 66Q: 3 clusters Score -2.166969e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539493 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -21670122.000000 Penalty: 1204.841187
	Iteration 67Q: 3 clusters Score -2.167012e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540886 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -21670604.000000 Penalty: 1204.841187
	Iteration 68Q: 3 clusters Score -2.16706e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542214 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -21671246.000000 Penalty: 1204.841187
	Iteration 69Q: 3 clusters Score -2.167125e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543470 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -21671620.000000 Penalty: 1204.841187
	Iteration 70Q: 3 clusters Score -2.167162e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544639 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -21672036.000000 Penalty: 1204.841187
	Iteration 71Q: 3 clusters Score -2.167204e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545667 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -21672364.000000 Penalty: 1204.841187
	Iteration 72Q: 3 clusters Score -2.167236e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546633 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -21672774.000000 Penalty: 1204.841187
	Iteration 73Q: 3 clusters Score -2.167277e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547547 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -21673084.000000 Penalty: 1204.841187
	Iteration 74Q: 3 clusters Score -2.167308e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548442 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -21673364.000000 Penalty: 1204.841187
	Iteration 75Q: 3 clusters Score -2.167336e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549250 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -21673622.000000 Penalty: 1204.841187
	Iteration 76Q: 3 clusters Score -2.167362e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549995 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -21673874.000000 Penalty: 1204.841187
	Iteration 77Q: 3 clusters Score -2.167387e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550699 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -21674072.000000 Penalty: 1204.841187
	Iteration 78Q: 3 clusters Score -2.167407e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551346 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -21674112.000000 Penalty: 1204.841187
	Iteration 79Q: 3 clusters Score -2.167411e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551909 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -21674208.000000 Penalty: 1204.841187
	Iteration 80F: 3 clusters Score -2.167421e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552482 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -21674362.000000 Penalty: 1204.841187
	Iteration 81Q: 3 clusters Score -2.167436e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553014 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -21674550.000000 Penalty: 1204.841187
	Iteration 82Q: 3 clusters Score -2.167455e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553526 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -21674664.000000 Penalty: 1204.841187
	Iteration 83Q: 3 clusters Score -2.167466e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553972 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -21674826.000000 Penalty: 1204.841187
	Iteration 84Q: 3 clusters Score -2.167483e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554399 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -21674998.000000 Penalty: 1204.841187
	Iteration 85Q: 3 clusters Score -2.1675e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554815 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -21675118.000000 Penalty: 1204.841187
	Iteration 86Q: 3 clusters Score -2.167512e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555201 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -21675300.000000 Penalty: 1204.841187
	Iteration 87Q: 3 clusters Score -2.16753e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555529 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -21675400.000000 Penalty: 1204.841187
	Iteration 88Q: 3 clusters Score -2.16754e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555832 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -21675454.000000 Penalty: 1204.841187
	Iteration 89Q: 3 clusters Score -2.167545e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556100 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -21675494.000000 Penalty: 1204.841187
	Iteration 90Q: 3 clusters Score -2.167549e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556382 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -21675622.000000 Penalty: 1204.841187
	Iteration 91Q: 3 clusters Score -2.167562e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556623 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -21675720.000000 Penalty: 1204.841187
	Iteration 92Q: 3 clusters Score -2.167572e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556844 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -21675778.000000 Penalty: 1204.841187
	Iteration 93Q: 3 clusters Score -2.167578e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557080 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -21675840.000000 Penalty: 1204.841187
	Iteration 94Q: 3 clusters Score -2.167584e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557307 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -21675920.000000 Penalty: 1204.841187
	Iteration 95Q: 3 clusters Score -2.167592e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557547 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -21676092.000000 Penalty: 1204.841187
	Iteration 96Q: 3 clusters Score -2.167609e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557758 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -21676116.000000 Penalty: 1204.841187
	Iteration 97Q: 3 clusters Score -2.167612e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557940 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -21676234.000000 Penalty: 1204.841187
	Iteration 98Q: 3 clusters Score -2.167623e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558108 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -21676278.000000 Penalty: 1204.841187
	Iteration 99Q: 3 clusters Score -2.167628e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558242 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -21676352.000000 Penalty: 1204.841187
	Iteration 100F: 3 clusters Score -2.167635e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558353 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -21676400.000000 Penalty: 1204.841187
	Iteration 101Q: 3 clusters Score -2.16764e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558455 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -21676492.000000 Penalty: 1204.841187
	Iteration 102Q: 3 clusters Score -2.167649e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558567 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -21676482.000000 Penalty: 1204.841187
	Iteration 103Q: 3 clusters Score -2.167648e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558654 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -21676516.000000 Penalty: 1204.841187
	Iteration 104Q: 3 clusters Score -2.167652e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558738 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -21676556.000000 Penalty: 1204.841187
	Iteration 105Q: 3 clusters Score -2.167656e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558816 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -21676598.000000 Penalty: 1204.841187
	Iteration 106Q: 3 clusters Score -2.16766e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558888 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -21676600.000000 Penalty: 1204.841187
	Iteration 107Q: 3 clusters Score -2.16766e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558961 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -21676624.000000 Penalty: 1204.841187
	Iteration 108Q: 3 clusters Score -2.167662e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559010 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -21676616.000000 Penalty: 1204.841187
	Iteration 109Q: 3 clusters Score -2.167662e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559059 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -21676652.000000 Penalty: 1204.841187
	Iteration 110Q: 3 clusters Score -2.167665e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559108 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -21676686.000000 Penalty: 1204.841187
	Iteration 111Q: 3 clusters Score -2.167669e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559146 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -21676716.000000 Penalty: 1204.841187
	Iteration 112Q: 3 clusters Score -2.167672e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559194 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -21676730.000000 Penalty: 1204.841187
	Iteration 113Q: 3 clusters Score -2.167673e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559242 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -21676700.000000 Penalty: 1204.841187
	Iteration 114Q: 3 clusters Score -2.16767e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559282 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -21676706.000000 Penalty: 1204.841187
	Iteration 115Q: 3 clusters Score -2.167671e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559313 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -21676750.000000 Penalty: 1204.841187
	Iteration 116Q: 3 clusters Score -2.167675e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559344 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -21676742.000000 Penalty: 1204.841187
	Iteration 117Q: 3 clusters Score -2.167674e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559375 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -21676754.000000 Penalty: 1204.841187
	Iteration 118Q: 3 clusters Score -2.167675e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559396 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -21676758.000000 Penalty: 1204.841187
	Iteration 119Q: 3 clusters Score -2.167676e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559420 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -21676746.000000 Penalty: 1204.841187
	Iteration 120F: 3 clusters Score -2.167675e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559437 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -21676744.000000 Penalty: 1204.841187
	Iteration 121Q: 3 clusters Score -2.167674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559451 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -21676746.000000 Penalty: 1204.841187
	Iteration 122Q: 3 clusters Score -2.167675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559458 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -21676740.000000 Penalty: 1204.841187
	Iteration 123Q: 3 clusters Score -2.167674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559466 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -21676752.000000 Penalty: 1204.841187
	Iteration 124Q: 3 clusters Score -2.167675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559470 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -21676752.000000 Penalty: 1204.841187
	Iteration 125Q: 3 clusters Score -2.167675e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559478 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -21676732.000000 Penalty: 1204.841187
	Iteration 126Q: 3 clusters Score -2.167673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559485 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -21676726.000000 Penalty: 1204.841187
	Iteration 127Q: 3 clusters Score -2.167673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559489 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -21676726.000000 Penalty: 1204.841187
	Iteration 128Q: 3 clusters Score -2.167673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559491 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -21676732.000000 Penalty: 1204.841187
	Iteration 129Q: 3 clusters Score -2.167673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559494 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -21676730.000000 Penalty: 1204.841187
	Iteration 130Q: 3 clusters Score -2.167673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559500 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -21676734.000000 Penalty: 1204.841187
	Iteration 131Q: 3 clusters Score -2.167673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559507 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -21676760.000000 Penalty: 1204.841187
	Iteration 132Q: 3 clusters Score -2.167676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559513 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -21676752.000000 Penalty: 1204.841187
	Iteration 133Q: 3 clusters Score -2.167675e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559524 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -21676744.000000 Penalty: 1204.841187
	Iteration 134Q: 3 clusters Score -2.167674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559531 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -21676750.000000 Penalty: 1204.841187
	Iteration 135Q: 3 clusters Score -2.167675e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559541 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -21676746.000000 Penalty: 1204.841187
	Iteration 136Q: 3 clusters Score -2.167675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559545 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -21676732.000000 Penalty: 1204.841187
	Iteration 137Q: 3 clusters Score -2.167673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559550 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -21676730.000000 Penalty: 1204.841187
	Iteration 138Q: 3 clusters Score -2.167673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559553 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -21676732.000000 Penalty: 1204.841187
	Iteration 139Q: 3 clusters Score -2.167673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559554 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -21676724.000000 Penalty: 1204.841187
	Iteration 140F: 3 clusters Score -2.167672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559556 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -21676732.000000 Penalty: 1204.841187
	Iteration 141Q: 3 clusters Score -2.167673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559558 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -21676726.000000 Penalty: 1204.841187
	Iteration 142Q: 3 clusters Score -2.167673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559558 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -21676726.000000 Penalty: 1204.841187
	Iteration 143F: 3 clusters Score -2.167673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -111468.664062 Penalty: 366.998138
	Iteration 0F: 2 clusters Score -111468.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -109213.937500 Penalty: 733.996277
	Iteration 0F: 3 clusters Score -109213.9 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -110112.250000 Penalty: 733.996277
	Iteration 1F: 3 clusters Score -110112.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -110264.062500 Penalty: 733.996277
	Iteration 2F: 3 clusters Score -110264.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -110407.804688 Penalty: 733.996277
	Iteration 3F: 3 clusters Score -110407.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -110555.203125 Penalty: 733.996277
	Iteration 4F: 3 clusters Score -110555.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -110699.945312 Penalty: 733.996277
	Iteration 5F: 3 clusters Score -110699.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -110798.085938 Penalty: 733.996277
	Iteration 6Q: 3 clusters Score -110798.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -110853.984375 Penalty: 733.996277
	Iteration 7Q: 3 clusters Score -110854 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -110877.421875 Penalty: 733.996277
	Iteration 8Q: 3 clusters Score -110877.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -110890.914062 Penalty: 733.996277
	Iteration 9Q: 3 clusters Score -110890.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -110900.546875 Penalty: 733.996277
	Iteration 10Q: 3 clusters Score -110900.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -110908.273438 Penalty: 733.996277
	Iteration 11Q: 3 clusters Score -110908.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -110913.859375 Penalty: 733.996277
	Iteration 12Q: 3 clusters Score -110913.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -110920.640625 Penalty: 733.996277
	Iteration 13Q: 3 clusters Score -110920.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -110928.898438 Penalty: 733.996277
	Iteration 14Q: 3 clusters Score -110928.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -110942.445312 Penalty: 733.996277
	Iteration 15Q: 3 clusters Score -110942.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -110952.468750 Penalty: 733.996277
	Iteration 16Q: 3 clusters Score -110952.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -110963.929688 Penalty: 733.996277
	Iteration 17Q: 3 clusters Score -110963.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -110985.703125 Penalty: 733.996277
	Iteration 18Q: 3 clusters Score -110985.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -111018.992188 Penalty: 733.996277
	Iteration 19Q: 3 clusters Score -111019 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -111044.742188 Penalty: 733.996277
	Iteration 20F: 3 clusters Score -111044.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -111069.453125 Penalty: 733.996277
	Iteration 21Q: 3 clusters Score -111069.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -111101.000000 Penalty: 733.996277
	Iteration 22Q: 3 clusters Score -111101 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -111131.257812 Penalty: 733.996277
	Iteration 23Q: 3 clusters Score -111131.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -111152.914062 Penalty: 733.996277
	Iteration 24Q: 3 clusters Score -111152.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -111167.882812 Penalty: 733.996277
	Iteration 25Q: 3 clusters Score -111167.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -111175.257812 Penalty: 733.996277
	Iteration 26Q: 3 clusters Score -111175.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -111179.039062 Penalty: 733.996277
	Iteration 27Q: 3 clusters Score -111179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -111180.335938 Penalty: 733.996277
	Iteration 28Q: 3 clusters Score -111180.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -111181.429688 Penalty: 733.996277
	Iteration 29Q: 3 clusters Score -111181.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -111182.273438 Penalty: 733.996277
	Iteration 30Q: 3 clusters Score -111182.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -111182.992188 Penalty: 733.996277
	Iteration 31Q: 3 clusters Score -111183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -111183.484375 Penalty: 733.996277
	Iteration 32Q: 3 clusters Score -111183.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -111184.406250 Penalty: 733.996277
	Iteration 33Q: 3 clusters Score -111184.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -111185.328125 Penalty: 733.996277
	Iteration 34Q: 3 clusters Score -111185.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -111185.281250 Penalty: 733.996277
	Iteration 35Q: 3 clusters Score -111185.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -111185.695312 Penalty: 733.996277
	Iteration 36Q: 3 clusters Score -111185.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -111185.695312 Penalty: 733.996277
	Iteration 37F: 3 clusters Score -111185.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Entering Unmasked Estep 
Score: -267931.125000 Penalty: 404.268677
	Iteration 0F: 2 clusters Score -267931.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -263115.500000 Penalty: 808.537354
	Iteration 0F: 3 clusters Score -263115.5 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -265115.468750 Penalty: 808.537354
	Iteration 1F: 3 clusters Score -265115.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -265434.187500 Penalty: 808.537354
	Iteration 2F: 3 clusters Score -265434.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -265832.437500 Penalty: 808.537354
	Iteration 3F: 3 clusters Score -265832.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -266242.437500 Penalty: 808.537354
	Iteration 4F: 3 clusters Score -266242.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -266568.500000 Penalty: 808.537354
	Iteration 5F: 3 clusters Score -266568.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -266826.968750 Penalty: 808.537354
	Iteration 6F: 3 clusters Score -266827 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -267009.281250 Penalty: 808.537354
	Iteration 7Q: 3 clusters Score -267009.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -267128.500000 Penalty: 808.537354
	Iteration 8Q: 3 clusters Score -267128.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -267213.718750 Penalty: 808.537354
	Iteration 9Q: 3 clusters Score -267213.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -267279.250000 Penalty: 808.537354
	Iteration 10Q: 3 clusters Score -267279.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -267337.125000 Penalty: 808.537354
	Iteration 11Q: 3 clusters Score -267337.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -267399.781250 Penalty: 808.537354
	Iteration 12Q: 3 clusters Score -267399.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -267460.625000 Penalty: 808.537354
	Iteration 13Q: 3 clusters Score -267460.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -267509.000000 Penalty: 808.537354
	Iteration 14Q: 3 clusters Score -267509 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -267556.718750 Penalty: 808.537354
	Iteration 15Q: 3 clusters Score -267556.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -267589.031250 Penalty: 808.537354
	Iteration 16Q: 3 clusters Score -267589 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -267616.375000 Penalty: 808.537354
	Iteration 17Q: 3 clusters Score -267616.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -267653.406250 Penalty: 808.537354
	Iteration 18Q: 3 clusters Score -267653.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -267692.937500 Penalty: 808.537354
	Iteration 19Q: 3 clusters Score -267692.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -267729.937500 Penalty: 808.537354
	Iteration 20F: 3 clusters Score -267729.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -267762.437500 Penalty: 808.537354
	Iteration 21Q: 3 clusters Score -267762.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -267792.218750 Penalty: 808.537354
	Iteration 22Q: 3 clusters Score -267792.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -267818.656250 Penalty: 808.537354
	Iteration 23Q: 3 clusters Score -267818.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -267836.218750 Penalty: 808.537354
	Iteration 24Q: 3 clusters Score -267836.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -267848.875000 Penalty: 808.537354
	Iteration 25Q: 3 clusters Score -267848.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -267857.500000 Penalty: 808.537354
	Iteration 26Q: 3 clusters Score -267857.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -267865.781250 Penalty: 808.537354
	Iteration 27Q: 3 clusters Score -267865.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -267872.593750 Penalty: 808.537354
	Iteration 28Q: 3 clusters Score -267872.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -267877.093750 Penalty: 808.537354
	Iteration 29Q: 3 clusters Score -267877.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -267881.656250 Penalty: 808.537354
	Iteration 30Q: 3 clusters Score -267881.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -267884.062500 Penalty: 808.537354
	Iteration 31Q: 3 clusters Score -267884.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -267887.093750 Penalty: 808.537354
	Iteration 32Q: 3 clusters Score -267887.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -267888.625000 Penalty: 808.537354
	Iteration 33Q: 3 clusters Score -267888.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -267892.218750 Penalty: 808.537354
	Iteration 34Q: 3 clusters Score -267892.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -267894.500000 Penalty: 808.537354
	Iteration 35Q: 3 clusters Score -267894.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -267895.218750 Penalty: 808.537354
	Iteration 36Q: 3 clusters Score -267895.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -267896.250000 Penalty: 808.537354
	Iteration 37Q: 3 clusters Score -267896.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -267896.718750 Penalty: 808.537354
	Iteration 38Q: 3 clusters Score -267896.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -267897.843750 Penalty: 808.537354
	Iteration 39Q: 3 clusters Score -267897.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -267898.281250 Penalty: 808.537354
	Iteration 40F: 3 clusters Score -267898.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -267899.000000 Penalty: 808.537354
	Iteration 41Q: 3 clusters Score -267899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -267899.968750 Penalty: 808.537354
	Iteration 42Q: 3 clusters Score -267900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -267900.562500 Penalty: 808.537354
	Iteration 43Q: 3 clusters Score -267900.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -267901.625000 Penalty: 808.537354
	Iteration 44Q: 3 clusters Score -267901.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -267903.656250 Penalty: 808.537354
	Iteration 45Q: 3 clusters Score -267903.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -267904.750000 Penalty: 808.537354
	Iteration 46Q: 3 clusters Score -267904.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -267906.437500 Penalty: 808.537354
	Iteration 47Q: 3 clusters Score -267906.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -267907.437500 Penalty: 808.537354
	Iteration 48Q: 3 clusters Score -267907.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -267908.156250 Penalty: 808.537354
	Iteration 49Q: 3 clusters Score -267908.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -267908.781250 Penalty: 808.537354
	Iteration 50Q: 3 clusters Score -267908.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -267909.437500 Penalty: 808.537354
	Iteration 51Q: 3 clusters Score -267909.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -267910.531250 Penalty: 808.537354
	Iteration 52Q: 3 clusters Score -267910.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -267910.531250 Penalty: 808.537354
	Iteration 53Q: 3 clusters Score -267910.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -267910.500000 Penalty: 808.537354
	Iteration 54Q: 3 clusters Score -267910.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -267910.500000 Penalty: 808.537354
	Iteration 55F: 3 clusters Score -267910.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -28056.675781 Penalty: 304.827271
	Iteration 0F: 2 clusters Score -28056.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -27359.843750 Penalty: 609.654541
	Iteration 0F: 3 clusters Score -27359.84 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -27574.974609 Penalty: 609.654541
	Iteration 1F: 3 clusters Score -27574.97 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -27647.062500 Penalty: 609.654541
	Iteration 2F: 3 clusters Score -27647.06 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -27718.427734 Penalty: 609.654541
	Iteration 3F: 3 clusters Score -27718.43 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -27749.951172 Penalty: 609.654541
	Iteration 4Q: 3 clusters Score -27749.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -27772.666016 Penalty: 609.654541
	Iteration 5Q: 3 clusters Score -27772.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -27794.025391 Penalty: 609.654541
	Iteration 6Q: 3 clusters Score -27794.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -27804.964844 Penalty: 609.654541
	Iteration 7Q: 3 clusters Score -27804.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -27817.388672 Penalty: 609.654541
	Iteration 8Q: 3 clusters Score -27817.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -27829.535156 Penalty: 609.654541
	Iteration 9Q: 3 clusters Score -27829.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -27835.984375 Penalty: 609.654541
	Iteration 10Q: 3 clusters Score -27835.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -27840.568359 Penalty: 609.654541
	Iteration 11Q: 3 clusters Score -27840.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -27842.505859 Penalty: 609.654541
	Iteration 12Q: 3 clusters Score -27842.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -27843.767578 Penalty: 609.654541
	Iteration 13Q: 3 clusters Score -27843.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -27844.427734 Penalty: 609.654541
	Iteration 14Q: 3 clusters Score -27844.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -27847.005859 Penalty: 609.654541
	Iteration 15Q: 3 clusters Score -27847.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -27848.857422 Penalty: 609.654541
	Iteration 16Q: 3 clusters Score -27848.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -27850.146484 Penalty: 609.654541
	Iteration 17Q: 3 clusters Score -27850.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -27850.447266 Penalty: 609.654541
	Iteration 18Q: 3 clusters Score -27850.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -27850.583984 Penalty: 609.654541
	Iteration 19Q: 3 clusters Score -27850.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -27850.583984 Penalty: 609.654541
	Iteration 20F: 3 clusters Score -27850.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Entering Unmasked Estep 
Score: -113304.515625 Penalty: 366.610687
	Iteration 0F: 2 clusters Score -113304.5 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 1556 members 
Entering Unmasked Estep 
Score: -111110.937500 Penalty: 733.221375
	Iteration 0F: 3 clusters Score -111110.9 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -111945.578125 Penalty: 733.221375
	Iteration 1F: 3 clusters Score -111945.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -112083.617188 Penalty: 733.221375
	Iteration 2F: 3 clusters Score -112083.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -112218.015625 Penalty: 733.221375
	Iteration 3F: 3 clusters Score -112218 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -112323.773438 Penalty: 733.221375
	Iteration 4F: 3 clusters Score -112323.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -112419.335938 Penalty: 733.221375
	Iteration 5Q: 3 clusters Score -112419.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -112506.875000 Penalty: 733.221375
	Iteration 6Q: 3 clusters Score -112506.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -112590.695312 Penalty: 733.221375
	Iteration 7Q: 3 clusters Score -112590.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -112681.804688 Penalty: 733.221375
	Iteration 8Q: 3 clusters Score -112681.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -112782.617188 Penalty: 733.221375
	Iteration 9Q: 3 clusters Score -112782.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -112846.781250 Penalty: 733.221375
	Iteration 10Q: 3 clusters Score -112846.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -112923.210938 Penalty: 733.221375
	Iteration 11Q: 3 clusters Score -112923.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -112964.414062 Penalty: 733.221375
	Iteration 12Q: 3 clusters Score -112964.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -112985.429688 Penalty: 733.221375
	Iteration 13Q: 3 clusters Score -112985.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -112994.109375 Penalty: 733.221375
	Iteration 14Q: 3 clusters Score -112994.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -113003.914062 Penalty: 733.221375
	Iteration 15Q: 3 clusters Score -113003.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -113019.593750 Penalty: 733.221375
	Iteration 16Q: 3 clusters Score -113019.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -113028.460938 Penalty: 733.221375
	Iteration 17Q: 3 clusters Score -113028.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -113032.375000 Penalty: 733.221375
	Iteration 18Q: 3 clusters Score -113032.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -113034.703125 Penalty: 733.221375
	Iteration 19Q: 3 clusters Score -113034.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -113037.453125 Penalty: 733.221375
	Iteration 20F: 3 clusters Score -113037.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -113038.765625 Penalty: 733.221375
	Iteration 21Q: 3 clusters Score -113038.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -113038.765625 Penalty: 733.221375
	Iteration 22F: 3 clusters Score -113038.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -35421.132812 Penalty: 315.647797
	Iteration 0F: 2 clusters Score -35421.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -34575.597656 Penalty: 631.295593
	Iteration 0F: 3 clusters Score -34575.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -34891.417969 Penalty: 631.295593
	Iteration 1F: 3 clusters Score -34891.42 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -35008.808594 Penalty: 631.295593
	Iteration 2F: 3 clusters Score -35008.81 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -35119.093750 Penalty: 631.295593
	Iteration 3F: 3 clusters Score -35119.09 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -35162.570312 Penalty: 631.295593
	Iteration 4F: 3 clusters Score -35162.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -35179.433594 Penalty: 631.295593
	Iteration 5Q: 3 clusters Score -35179.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -35191.679688 Penalty: 631.295593
	Iteration 6Q: 3 clusters Score -35191.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -35196.542969 Penalty: 631.295593
	Iteration 7Q: 3 clusters Score -35196.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -35199.324219 Penalty: 631.295593
	Iteration 8Q: 3 clusters Score -35199.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -35201.070312 Penalty: 631.295593
	Iteration 9Q: 3 clusters Score -35201.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -35201.468750 Penalty: 631.295593
	Iteration 10Q: 3 clusters Score -35201.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -35201.554688 Penalty: 631.295593
	Iteration 11Q: 3 clusters Score -35201.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -35201.554688 Penalty: 631.295593
	Iteration 12F: 3 clusters Score -35201.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Entering Unmasked Estep 
Score: -255928.921875 Penalty: 403.939911
	Iteration 0F: 2 clusters Score -255928.9 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 3579 members 
Entering Unmasked Estep 
Score: -251140.656250 Penalty: 807.879822
	Iteration 0F: 3 clusters Score -251140.7 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -253497.703125 Penalty: 807.879822
	Iteration 1F: 3 clusters Score -253497.7 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -253931.703125 Penalty: 807.879822
	Iteration 2F: 3 clusters Score -253931.7 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -254262.812500 Penalty: 807.879822
	Iteration 3F: 3 clusters Score -254262.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -254477.843750 Penalty: 807.879822
	Iteration 4F: 3 clusters Score -254477.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -254655.906250 Penalty: 807.879822
	Iteration 5Q: 3 clusters Score -254655.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -254825.500000 Penalty: 807.879822
	Iteration 6Q: 3 clusters Score -254825.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -254997.593750 Penalty: 807.879822
	Iteration 7Q: 3 clusters Score -254997.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -255138.062500 Penalty: 807.879822
	Iteration 8Q: 3 clusters Score -255138.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -255250.421875 Penalty: 807.879822
	Iteration 9Q: 3 clusters Score -255250.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -255324.859375 Penalty: 807.879822
	Iteration 10Q: 3 clusters Score -255324.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -255412.125000 Penalty: 807.879822
	Iteration 11Q: 3 clusters Score -255412.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -255497.000000 Penalty: 807.879822
	Iteration 12Q: 3 clusters Score -255497 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -255564.046875 Penalty: 807.879822
	Iteration 13Q: 3 clusters Score -255564 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -255596.843750 Penalty: 807.879822
	Iteration 14Q: 3 clusters Score -255596.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -255622.265625 Penalty: 807.879822
	Iteration 15Q: 3 clusters Score -255622.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -255633.234375 Penalty: 807.879822
	Iteration 16Q: 3 clusters Score -255633.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -255638.218750 Penalty: 807.879822
	Iteration 17Q: 3 clusters Score -255638.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -255645.703125 Penalty: 807.879822
	Iteration 18Q: 3 clusters Score -255645.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -255654.671875 Penalty: 807.879822
	Iteration 19Q: 3 clusters Score -255654.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -255661.109375 Penalty: 807.879822
	Iteration 20F: 3 clusters Score -255661.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -255667.156250 Penalty: 807.879822
	Iteration 21Q: 3 clusters Score -255667.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -255671.765625 Penalty: 807.879822
	Iteration 22Q: 3 clusters Score -255671.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -255677.093750 Penalty: 807.879822
	Iteration 23Q: 3 clusters Score -255677.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -255681.421875 Penalty: 807.879822
	Iteration 24Q: 3 clusters Score -255681.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -255685.218750 Penalty: 807.879822
	Iteration 25Q: 3 clusters Score -255685.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -255686.468750 Penalty: 807.879822
	Iteration 26Q: 3 clusters Score -255686.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -255687.156250 Penalty: 807.879822
	Iteration 27Q: 3 clusters Score -255687.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -255689.046875 Penalty: 807.879822
	Iteration 28Q: 3 clusters Score -255689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -255690.203125 Penalty: 807.879822
	Iteration 29Q: 3 clusters Score -255690.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -255691.281250 Penalty: 807.879822
	Iteration 30Q: 3 clusters Score -255691.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -255691.921875 Penalty: 807.879822
	Iteration 31Q: 3 clusters Score -255691.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -255692.406250 Penalty: 807.879822
	Iteration 32Q: 3 clusters Score -255692.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -255692.593750 Penalty: 807.879822
	Iteration 33Q: 3 clusters Score -255692.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -255692.968750 Penalty: 807.879822
	Iteration 34Q: 3 clusters Score -255693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -255692.968750 Penalty: 807.879822
	Iteration 35F: 3 clusters Score -255693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Entering Unmasked Estep 
Score: -44245.562500 Penalty: 325.570526
	Iteration 0F: 2 clusters Score -44245.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -43224.937500 Penalty: 651.141052
	Iteration 0F: 3 clusters Score -43224.94 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -43509.363281 Penalty: 651.141052
	Iteration 1F: 3 clusters Score -43509.36 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -43559.914062 Penalty: 651.141052
	Iteration 2F: 3 clusters Score -43559.91 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -43617.785156 Penalty: 651.141052
	Iteration 3F: 3 clusters Score -43617.79 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -43687.355469 Penalty: 651.141052
	Iteration 4F: 3 clusters Score -43687.36 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -43759.480469 Penalty: 651.141052
	Iteration 5F: 3 clusters Score -43759.48 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43809.714844 Penalty: 651.141052
	Iteration 6Q: 3 clusters Score -43809.71 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43858.421875 Penalty: 651.141052
	Iteration 7Q: 3 clusters Score -43858.42 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43897.351562 Penalty: 651.141052
	Iteration 8Q: 3 clusters Score -43897.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43923.898438 Penalty: 651.141052
	Iteration 9Q: 3 clusters Score -43923.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43937.093750 Penalty: 651.141052
	Iteration 10Q: 3 clusters Score -43937.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43947.523438 Penalty: 651.141052
	Iteration 11Q: 3 clusters Score -43947.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -43952.023438 Penalty: 651.141052
	Iteration 12Q: 3 clusters Score -43952.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43956.445312 Penalty: 651.141052
	Iteration 13Q: 3 clusters Score -43956.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43959.761719 Penalty: 651.141052
	Iteration 14Q: 3 clusters Score -43959.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -43964.402344 Penalty: 651.141052
	Iteration 15Q: 3 clusters Score -43964.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -43969.996094 Penalty: 651.141052
	Iteration 16Q: 3 clusters Score -43970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43972.566406 Penalty: 651.141052
	Iteration 17Q: 3 clusters Score -43972.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -43977.523438 Penalty: 651.141052
	Iteration 18Q: 3 clusters Score -43977.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -43980.554688 Penalty: 651.141052
	Iteration 19Q: 3 clusters Score -43980.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -43983.667969 Penalty: 651.141052
	Iteration 20F: 3 clusters Score -43983.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -43986.089844 Penalty: 651.141052
	Iteration 21Q: 3 clusters Score -43986.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -43988.007812 Penalty: 651.141052
	Iteration 22Q: 3 clusters Score -43988.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -43989.894531 Penalty: 651.141052
	Iteration 23Q: 3 clusters Score -43989.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -43990.804688 Penalty: 651.141052
	Iteration 24Q: 3 clusters Score -43990.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -43990.804688 Penalty: 651.141052
	Iteration 25F: 3 clusters Score -43990.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -15917.386719 Penalty: 278.172546
	Iteration 0F: 2 clusters Score -15917.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -15477.549805 Penalty: 556.345093
	Iteration 0F: 3 clusters Score -15477.55 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -15619.606445 Penalty: 556.345093
	Iteration 1F: 3 clusters Score -15619.61 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -15665.449219 Penalty: 556.345093
	Iteration 2F: 3 clusters Score -15665.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -15684.082031 Penalty: 556.345093
	Iteration 3Q: 3 clusters Score -15684.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -15689.915039 Penalty: 556.345093
	Iteration 4Q: 3 clusters Score -15689.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -15694.305664 Penalty: 556.345093
	Iteration 5Q: 3 clusters Score -15694.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -15695.675781 Penalty: 556.345093
	Iteration 6Q: 3 clusters Score -15695.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -15696.415039 Penalty: 556.345093
	Iteration 7Q: 3 clusters Score -15696.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -15696.804688 Penalty: 556.345093
	Iteration 8Q: 3 clusters Score -15696.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -15698.868164 Penalty: 556.345093
	Iteration 9Q: 3 clusters Score -15698.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -15702.407227 Penalty: 556.345093
	Iteration 10Q: 3 clusters Score -15702.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -15706.204102 Penalty: 556.345093
	Iteration 11Q: 3 clusters Score -15706.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -15708.547852 Penalty: 556.345093
	Iteration 12Q: 3 clusters Score -15708.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -15709.420898 Penalty: 556.345093
	Iteration 13Q: 3 clusters Score -15709.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -15710.860352 Penalty: 556.345093
	Iteration 14Q: 3 clusters Score -15710.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -15711.183594 Penalty: 556.345093
	Iteration 15Q: 3 clusters Score -15711.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -15711.183594 Penalty: 556.345093
	Iteration 16F: 3 clusters Score -15711.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Entering Unmasked Estep 
Score: -154951.593750 Penalty: 379.858459
	Iteration 0F: 2 clusters Score -154951.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -152056.859375 Penalty: 759.716919
	Iteration 0F: 3 clusters Score -152056.9 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -153164.734375 Penalty: 759.716919
	Iteration 1F: 3 clusters Score -153164.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -153369.484375 Penalty: 759.716919
	Iteration 2F: 3 clusters Score -153369.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -153538.828125 Penalty: 759.716919
	Iteration 3F: 3 clusters Score -153538.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -153692.453125 Penalty: 759.716919
	Iteration 4F: 3 clusters Score -153692.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -153856.031250 Penalty: 759.716919
	Iteration 5F: 3 clusters Score -153856 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -153978.515625 Penalty: 759.716919
	Iteration 6Q: 3 clusters Score -153978.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -154062.000000 Penalty: 759.716919
	Iteration 7Q: 3 clusters Score -154062 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -154112.734375 Penalty: 759.716919
	Iteration 8Q: 3 clusters Score -154112.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -154162.546875 Penalty: 759.716919
	Iteration 9Q: 3 clusters Score -154162.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -154204.703125 Penalty: 759.716919
	Iteration 10Q: 3 clusters Score -154204.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -154240.828125 Penalty: 759.716919
	Iteration 11Q: 3 clusters Score -154240.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -154275.843750 Penalty: 759.716919
	Iteration 12Q: 3 clusters Score -154275.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -154312.703125 Penalty: 759.716919
	Iteration 13Q: 3 clusters Score -154312.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -154343.515625 Penalty: 759.716919
	Iteration 14Q: 3 clusters Score -154343.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -154368.812500 Penalty: 759.716919
	Iteration 15Q: 3 clusters Score -154368.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -154390.468750 Penalty: 759.716919
	Iteration 16Q: 3 clusters Score -154390.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -154422.671875 Penalty: 759.716919
	Iteration 17Q: 3 clusters Score -154422.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -154462.906250 Penalty: 759.716919
	Iteration 18Q: 3 clusters Score -154462.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -154500.453125 Penalty: 759.716919
	Iteration 19Q: 3 clusters Score -154500.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -154526.796875 Penalty: 759.716919
	Iteration 20F: 3 clusters Score -154526.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -154549.750000 Penalty: 759.716919
	Iteration 21Q: 3 clusters Score -154549.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -154570.765625 Penalty: 759.716919
	Iteration 22Q: 3 clusters Score -154570.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -154584.937500 Penalty: 759.716919
	Iteration 23Q: 3 clusters Score -154584.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -154597.156250 Penalty: 759.716919
	Iteration 24Q: 3 clusters Score -154597.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -154606.078125 Penalty: 759.716919
	Iteration 25Q: 3 clusters Score -154606.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -154610.828125 Penalty: 759.716919
	Iteration 26Q: 3 clusters Score -154610.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -154615.296875 Penalty: 759.716919
	Iteration 27Q: 3 clusters Score -154615.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -154620.593750 Penalty: 759.716919
	Iteration 28Q: 3 clusters Score -154620.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -154626.984375 Penalty: 759.716919
	Iteration 29Q: 3 clusters Score -154627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -154631.312500 Penalty: 759.716919
	Iteration 30Q: 3 clusters Score -154631.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -154634.546875 Penalty: 759.716919
	Iteration 31Q: 3 clusters Score -154634.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -154640.500000 Penalty: 759.716919
	Iteration 32Q: 3 clusters Score -154640.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -154642.281250 Penalty: 759.716919
	Iteration 33Q: 3 clusters Score -154642.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -154644.250000 Penalty: 759.716919
	Iteration 34Q: 3 clusters Score -154644.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -154646.312500 Penalty: 759.716919
	Iteration 35Q: 3 clusters Score -154646.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -154647.062500 Penalty: 759.716919
	Iteration 36Q: 3 clusters Score -154647.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -154651.171875 Penalty: 759.716919
	Iteration 37Q: 3 clusters Score -154651.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -154652.765625 Penalty: 759.716919
	Iteration 38Q: 3 clusters Score -154652.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -154652.906250 Penalty: 759.716919
	Iteration 39Q: 3 clusters Score -154652.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -154653.718750 Penalty: 759.716919
	Iteration 40F: 3 clusters Score -154653.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -154656.875000 Penalty: 759.716919
	Iteration 41Q: 3 clusters Score -154656.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -154661.140625 Penalty: 759.716919
	Iteration 42Q: 3 clusters Score -154661.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -154664.265625 Penalty: 759.716919
	Iteration 43Q: 3 clusters Score -154664.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -154665.937500 Penalty: 759.716919
	Iteration 44Q: 3 clusters Score -154665.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -154665.937500 Penalty: 759.716919
	Iteration 45F: 3 clusters Score -154665.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Entering Unmasked Estep 
Score: -736687.000000 Penalty: 451.068176
	Iteration 0F: 2 clusters Score -736687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -723215.437500 Penalty: 902.136353
	Iteration 0F: 3 clusters Score -723215.4 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -729528.062500 Penalty: 902.136353
	Iteration 1F: 3 clusters Score -729528.1 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -730524.812500 Penalty: 902.136353
	Iteration 2F: 3 clusters Score -730524.8 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -731550.312500 Penalty: 902.136353
	Iteration 3F: 3 clusters Score -731550.3 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -732387.062500 Penalty: 902.136353
	Iteration 4F: 3 clusters Score -732387.1 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -733039.750000 Penalty: 902.136353
	Iteration 5F: 3 clusters Score -733039.8 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -733576.062500 Penalty: 902.136353
	Iteration 6Q: 3 clusters Score -733576.1 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -734124.500000 Penalty: 902.136353
	Iteration 7Q: 3 clusters Score -734124.5 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -734539.500000 Penalty: 902.136353
	Iteration 8Q: 3 clusters Score -734539.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -734883.375000 Penalty: 902.136353
	Iteration 9Q: 3 clusters Score -734883.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -735159.875000 Penalty: 902.136353
	Iteration 10Q: 3 clusters Score -735159.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -735364.250000 Penalty: 902.136353
	Iteration 11Q: 3 clusters Score -735364.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -735520.875000 Penalty: 902.136353
	Iteration 12Q: 3 clusters Score -735520.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -735628.562500 Penalty: 902.136353
	Iteration 13Q: 3 clusters Score -735628.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -735706.437500 Penalty: 902.136353
	Iteration 14Q: 3 clusters Score -735706.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -735760.687500 Penalty: 902.136353
	Iteration 15Q: 3 clusters Score -735760.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -735805.437500 Penalty: 902.136353
	Iteration 16Q: 3 clusters Score -735805.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -735854.437500 Penalty: 902.136353
	Iteration 17Q: 3 clusters Score -735854.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -735899.062500 Penalty: 902.136353
	Iteration 18Q: 3 clusters Score -735899.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -735937.062500 Penalty: 902.136353
	Iteration 19Q: 3 clusters Score -735937.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -735975.250000 Penalty: 902.136353
	Iteration 20F: 3 clusters Score -735975.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -736008.062500 Penalty: 902.136353
	Iteration 21Q: 3 clusters Score -736008.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -736034.687500 Penalty: 902.136353
	Iteration 22Q: 3 clusters Score -736034.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -736061.375000 Penalty: 902.136353
	Iteration 23Q: 3 clusters Score -736061.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -736091.625000 Penalty: 902.136353
	Iteration 24Q: 3 clusters Score -736091.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -736121.687500 Penalty: 902.136353
	Iteration 25Q: 3 clusters Score -736121.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -736149.000000 Penalty: 902.136353
	Iteration 26Q: 3 clusters Score -736149 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -736178.437500 Penalty: 902.136353
	Iteration 27Q: 3 clusters Score -736178.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -736204.312500 Penalty: 902.136353
	Iteration 28Q: 3 clusters Score -736204.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -736229.500000 Penalty: 902.136353
	Iteration 29Q: 3 clusters Score -736229.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -736248.375000 Penalty: 902.136353
	Iteration 30Q: 3 clusters Score -736248.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -736275.000000 Penalty: 902.136353
	Iteration 31Q: 3 clusters Score -736275 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -736314.500000 Penalty: 902.136353
	Iteration 32Q: 3 clusters Score -736314.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -736385.312500 Penalty: 902.136353
	Iteration 33Q: 3 clusters Score -736385.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -736438.500000 Penalty: 902.136353
	Iteration 34Q: 3 clusters Score -736438.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -736487.812500 Penalty: 902.136353
	Iteration 35Q: 3 clusters Score -736487.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -736536.000000 Penalty: 902.136353
	Iteration 36Q: 3 clusters Score -736536 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -736568.562500 Penalty: 902.136353
	Iteration 37Q: 3 clusters Score -736568.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -736597.000000 Penalty: 902.136353
	Iteration 38Q: 3 clusters Score -736597 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -736635.500000 Penalty: 902.136353
	Iteration 39Q: 3 clusters Score -736635.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -736656.187500 Penalty: 902.136353
	Iteration 40F: 3 clusters Score -736656.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -736669.625000 Penalty: 902.136353
	Iteration 41Q: 3 clusters Score -736669.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -736675.625000 Penalty: 902.136353
	Iteration 42Q: 3 clusters Score -736675.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -736677.375000 Penalty: 902.136353
	Iteration 43Q: 3 clusters Score -736677.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -736684.250000 Penalty: 902.136353
	Iteration 44Q: 3 clusters Score -736684.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -736684.937500 Penalty: 902.136353
	Iteration 45Q: 3 clusters Score -736684.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -736687.000000 Penalty: 902.136353
	Iteration 46Q: 3 clusters Score -736687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -736686.812500 Penalty: 902.136353
	Iteration 47Q: 3 clusters Score -736686.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -736687.375000 Penalty: 902.136353
	Iteration 48Q: 3 clusters Score -736687.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -736687.875000 Penalty: 902.136353
	Iteration 49Q: 3 clusters Score -736687.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -736689.250000 Penalty: 902.136353
	Iteration 50Q: 3 clusters Score -736689.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -736691.125000 Penalty: 902.136353
	Iteration 51Q: 3 clusters Score -736691.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -736688.750000 Penalty: 902.136353
	Iteration 52Q: 3 clusters Score -736688.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -736689.687500 Penalty: 902.136353
	Iteration 53Q: 3 clusters Score -736689.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -736689.687500 Penalty: 902.136353
	Iteration 54Q: 3 clusters Score -736689.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -736690.062500 Penalty: 902.136353
	Iteration 55Q: 3 clusters Score -736690.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -736689.750000 Penalty: 902.136353
	Iteration 56Q: 3 clusters Score -736689.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -736690.875000 Penalty: 902.136353
	Iteration 57Q: 3 clusters Score -736690.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -736691.125000 Penalty: 902.136353
	Iteration 58Q: 3 clusters Score -736691.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -736691.125000 Penalty: 902.136353
	Iteration 59F: 3 clusters Score -736691.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 10425 members 
Mstep: Class 3 contains 7240 members 
Mstep: Class 4 contains 481066 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 562425 members 
Mstep: Class 8 contains 3184 members 
Mstep: Class 9 contains 7223 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 3157 members 
Mstep: Class 12 contains 1030 members 
Mstep: Class 13 contains 7171 members 
Mstep: Class 14 contains 1281 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 4224 members 
Mstep: Class 17 contains 19440 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 13430 members 
Mstep: Class 20 contains 104083 members 
Mstep: Class 21 contains 1100 members 
Mstep: Class 22 contains 12396 members 
Mstep: Class 23 contains 15359 members 
Mstep: Class 24 contains 22660 members 
Mstep: Class 25 contains 9767 members 
Mstep: Class 26 contains 4275 members 
Mstep: Class 27 contains 3471 members 
Mstep: Class 28 contains 15726 members 
Mstep: Class 29 contains 1365 members 
Mstep: Class 30 contains 11823 members 
Mstep: Class 31 contains 7550 members 
Mstep: Class 32 contains 683 members 
Mstep: Class 33 contains 9544 members 
Mstep: Class 34 contains 1477 members 
Mstep: Class 35 contains 3394 members 
Mstep: Class 36 contains 1073 members 
Mstep: Class 37 contains 6541 members 
Mstep: Class 38 contains 1281 members 
Mstep: Class 39 contains 763 members 
Entering Unmasked Estep 
Score: -50374952.000000 Penalty: 25097.408203
Splitting cluster 17 changes total score from -50375252.000000 to -50374952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (2018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Entering Unmasked Estep 
Score: -73277.710938 Penalty: 346.248749
	Iteration 0F: 2 clusters Score -73277.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -71825.265625 Penalty: 692.497498
	Iteration 0F: 3 clusters Score -71825.27 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -72326.335938 Penalty: 692.497498
	Iteration 1F: 3 clusters Score -72326.34 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -72457.570312 Penalty: 692.497498
	Iteration 2F: 3 clusters Score -72457.57 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -72547.750000 Penalty: 692.497498
	Iteration 3F: 3 clusters Score -72547.75 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -72633.117188 Penalty: 692.497498
	Iteration 4F: 3 clusters Score -72633.12 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -72718.796875 Penalty: 692.497498
	Iteration 5F: 3 clusters Score -72718.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -72789.570312 Penalty: 692.497498
	Iteration 6Q: 3 clusters Score -72789.57 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -72858.398438 Penalty: 692.497498
	Iteration 7Q: 3 clusters Score -72858.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -72914.789062 Penalty: 692.497498
	Iteration 8Q: 3 clusters Score -72914.79 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -72967.671875 Penalty: 692.497498
	Iteration 9Q: 3 clusters Score -72967.67 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -72997.140625 Penalty: 692.497498
	Iteration 10Q: 3 clusters Score -72997.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -73019.843750 Penalty: 692.497498
	Iteration 11Q: 3 clusters Score -73019.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -73031.890625 Penalty: 692.497498
	Iteration 12Q: 3 clusters Score -73031.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -73041.570312 Penalty: 692.497498
	Iteration 13Q: 3 clusters Score -73041.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -73046.375000 Penalty: 692.497498
	Iteration 14Q: 3 clusters Score -73046.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -73051.398438 Penalty: 692.497498
	Iteration 15Q: 3 clusters Score -73051.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -73052.843750 Penalty: 692.497498
	Iteration 16Q: 3 clusters Score -73052.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -73053.429688 Penalty: 692.497498
	Iteration 17Q: 3 clusters Score -73053.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -73054.164062 Penalty: 692.497498
	Iteration 18Q: 3 clusters Score -73054.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -73054.976562 Penalty: 692.497498
	Iteration 19Q: 3 clusters Score -73054.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -73055.140625 Penalty: 692.497498
	Iteration 20F: 3 clusters Score -73055.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Entering Unmasked Estep 
Score: -484776.375000 Penalty: 432.488708
	Iteration 0F: 2 clusters Score -484776.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -475798.906250 Penalty: 864.977417
	Iteration 0F: 3 clusters Score -475798.9 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -479651.343750 Penalty: 864.977417
	Iteration 1F: 3 clusters Score -479651.3 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -480192.968750 Penalty: 864.977417
	Iteration 2F: 3 clusters Score -480193 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -480948.625000 Penalty: 864.977417
	Iteration 3F: 3 clusters Score -480948.6 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -481677.468750 Penalty: 864.977417
	Iteration 4F: 3 clusters Score -481677.5 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -482252.906250 Penalty: 864.977417
	Iteration 5F: 3 clusters Score -482252.9 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -482582.125000 Penalty: 864.977417
	Iteration 6Q: 3 clusters Score -482582.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -482761.468750 Penalty: 864.977417
	Iteration 7Q: 3 clusters Score -482761.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -482880.843750 Penalty: 864.977417
	Iteration 8Q: 3 clusters Score -482880.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -482962.718750 Penalty: 864.977417
	Iteration 9Q: 3 clusters Score -482962.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -483023.312500 Penalty: 864.977417
	Iteration 10Q: 3 clusters Score -483023.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -483069.750000 Penalty: 864.977417
	Iteration 11Q: 3 clusters Score -483069.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -483101.250000 Penalty: 864.977417
	Iteration 12Q: 3 clusters Score -483101.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -483133.281250 Penalty: 864.977417
	Iteration 13Q: 3 clusters Score -483133.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -483161.281250 Penalty: 864.977417
	Iteration 14Q: 3 clusters Score -483161.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -483184.156250 Penalty: 864.977417
	Iteration 15Q: 3 clusters Score -483184.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -483209.718750 Penalty: 864.977417
	Iteration 16Q: 3 clusters Score -483209.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -483236.187500 Penalty: 864.977417
	Iteration 17Q: 3 clusters Score -483236.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -483269.531250 Penalty: 864.977417
	Iteration 18Q: 3 clusters Score -483269.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -483310.968750 Penalty: 864.977417
	Iteration 19Q: 3 clusters Score -483311 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -483352.656250 Penalty: 864.977417
	Iteration 20F: 3 clusters Score -483352.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -483397.093750 Penalty: 864.977417
	Iteration 21Q: 3 clusters Score -483397.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -483447.906250 Penalty: 864.977417
	Iteration 22Q: 3 clusters Score -483447.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -483507.531250 Penalty: 864.977417
	Iteration 23Q: 3 clusters Score -483507.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -483577.687500 Penalty: 864.977417
	Iteration 24Q: 3 clusters Score -483577.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -483656.968750 Penalty: 864.977417
	Iteration 25Q: 3 clusters Score -483657 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -483745.125000 Penalty: 864.977417
	Iteration 26Q: 3 clusters Score -483745.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -483839.406250 Penalty: 864.977417
	Iteration 27Q: 3 clusters Score -483839.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -483940.343750 Penalty: 864.977417
	Iteration 28Q: 3 clusters Score -483940.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -484058.718750 Penalty: 864.977417
	Iteration 29Q: 3 clusters Score -484058.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -484185.687500 Penalty: 864.977417
	Iteration 30Q: 3 clusters Score -484185.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -484300.875000 Penalty: 864.977417
	Iteration 31Q: 3 clusters Score -484300.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -484409.250000 Penalty: 864.977417
	Iteration 32Q: 3 clusters Score -484409.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -484541.625000 Penalty: 864.977417
	Iteration 33Q: 3 clusters Score -484541.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -484633.031250 Penalty: 864.977417
	Iteration 34Q: 3 clusters Score -484633 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -484698.937500 Penalty: 864.977417
	Iteration 35Q: 3 clusters Score -484698.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -484756.531250 Penalty: 864.977417
	Iteration 36Q: 3 clusters Score -484756.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -484795.375000 Penalty: 864.977417
	Iteration 37Q: 3 clusters Score -484795.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -484837.906250 Penalty: 864.977417
	Iteration 38Q: 3 clusters Score -484837.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -484884.125000 Penalty: 864.977417
	Iteration 39Q: 3 clusters Score -484884.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -484930.562500 Penalty: 864.977417
	Iteration 40F: 3 clusters Score -484930.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -484963.500000 Penalty: 864.977417
	Iteration 41Q: 3 clusters Score -484963.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -484989.625000 Penalty: 864.977417
	Iteration 42Q: 3 clusters Score -484989.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -485008.187500 Penalty: 864.977417
	Iteration 43Q: 3 clusters Score -485008.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -485019.750000 Penalty: 864.977417
	Iteration 44Q: 3 clusters Score -485019.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -485031.218750 Penalty: 864.977417
	Iteration 45Q: 3 clusters Score -485031.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -485036.656250 Penalty: 864.977417
	Iteration 46Q: 3 clusters Score -485036.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -485037.281250 Penalty: 864.977417
	Iteration 47Q: 3 clusters Score -485037.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -485039.500000 Penalty: 864.977417
	Iteration 48Q: 3 clusters Score -485039.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -485041.437500 Penalty: 864.977417
	Iteration 49Q: 3 clusters Score -485041.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -485047.312500 Penalty: 864.977417
	Iteration 50Q: 3 clusters Score -485047.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -485048.187500 Penalty: 864.977417
	Iteration 51Q: 3 clusters Score -485048.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -485053.375000 Penalty: 864.977417
	Iteration 52Q: 3 clusters Score -485053.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -485057.312500 Penalty: 864.977417
	Iteration 53Q: 3 clusters Score -485057.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -485061.250000 Penalty: 864.977417
	Iteration 54Q: 3 clusters Score -485061.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -485063.718750 Penalty: 864.977417
	Iteration 55Q: 3 clusters Score -485063.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -485066.750000 Penalty: 864.977417
	Iteration 56Q: 3 clusters Score -485066.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -485070.593750 Penalty: 864.977417
	Iteration 57Q: 3 clusters Score -485070.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -485076.437500 Penalty: 864.977417
	Iteration 58Q: 3 clusters Score -485076.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -485078.875000 Penalty: 864.977417
	Iteration 59Q: 3 clusters Score -485078.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -485079.187500 Penalty: 864.977417
	Iteration 60F: 3 clusters Score -485079.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -485079.625000 Penalty: 864.977417
	Iteration 61Q: 3 clusters Score -485079.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -485081.625000 Penalty: 864.977417
	Iteration 62Q: 3 clusters Score -485081.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -485080.843750 Penalty: 864.977417
	Iteration 63Q: 3 clusters Score -485080.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -485082.156250 Penalty: 864.977417
	Iteration 64Q: 3 clusters Score -485082.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -485082.750000 Penalty: 864.977417
	Iteration 65Q: 3 clusters Score -485082.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -485084.031250 Penalty: 864.977417
	Iteration 66Q: 3 clusters Score -485084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -485084.562500 Penalty: 864.977417
	Iteration 67Q: 3 clusters Score -485084.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -485084.937500 Penalty: 864.977417
	Iteration 68Q: 3 clusters Score -485084.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -485085.281250 Penalty: 864.977417
	Iteration 69Q: 3 clusters Score -485085.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -485085.312500 Penalty: 864.977417
	Iteration 70Q: 3 clusters Score -485085.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -485085.125000 Penalty: 864.977417
	Iteration 71Q: 3 clusters Score -485085.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -485085.218750 Penalty: 864.977417
	Iteration 72Q: 3 clusters Score -485085.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -485086.156250 Penalty: 864.977417
	Iteration 73Q: 3 clusters Score -485086.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -485086.531250 Penalty: 864.977417
	Iteration 74Q: 3 clusters Score -485086.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -485086.750000 Penalty: 864.977417
	Iteration 75Q: 3 clusters Score -485086.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -485086.718750 Penalty: 864.977417
	Iteration 76Q: 3 clusters Score -485086.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -485087.312500 Penalty: 864.977417
	Iteration 77Q: 3 clusters Score -485087.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -485087.687500 Penalty: 864.977417
	Iteration 78Q: 3 clusters Score -485087.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -485088.218750 Penalty: 864.977417
	Iteration 79Q: 3 clusters Score -485088.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -485088.093750 Penalty: 864.977417
	Iteration 80F: 3 clusters Score -485088.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -485087.437500 Penalty: 864.977417
	Iteration 81Q: 3 clusters Score -485087.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -485088.156250 Penalty: 864.977417
	Iteration 82Q: 3 clusters Score -485088.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -485088.906250 Penalty: 864.977417
	Iteration 83Q: 3 clusters Score -485088.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -485088.906250 Penalty: 864.977417
	Iteration 84Q: 3 clusters Score -485088.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -485089.875000 Penalty: 864.977417
	Iteration 85Q: 3 clusters Score -485089.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -485089.312500 Penalty: 864.977417
	Iteration 86Q: 3 clusters Score -485089.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -485089.625000 Penalty: 864.977417
	Iteration 87Q: 3 clusters Score -485089.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -485089.625000 Penalty: 864.977417
	Iteration 88F: 3 clusters Score -485089.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 10425 members 
Mstep: Class 3 contains 7240 members 
Mstep: Class 4 contains 481066 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 562425 members 
Mstep: Class 8 contains 3184 members 
Mstep: Class 9 contains 7223 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 3157 members 
Mstep: Class 12 contains 1030 members 
Mstep: Class 13 contains 7171 members 
Mstep: Class 14 contains 1281 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 4224 members 
Mstep: Class 17 contains 20203 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 12130 members 
Mstep: Class 20 contains 104083 members 
Mstep: Class 21 contains 1100 members 
Mstep: Class 22 contains 12396 members 
Mstep: Class 23 contains 15359 members 
Mstep: Class 24 contains 22660 members 
Mstep: Class 25 contains 9767 members 
Mstep: Class 26 contains 4275 members 
Mstep: Class 27 contains 3471 members 
Mstep: Class 28 contains 15726 members 
Mstep: Class 29 contains 1365 members 
Mstep: Class 30 contains 11823 members 
Mstep: Class 31 contains 7550 members 
Mstep: Class 32 contains 683 members 
Mstep: Class 33 contains 9544 members 
Mstep: Class 34 contains 1477 members 
Mstep: Class 35 contains 3394 members 
Mstep: Class 36 contains 1073 members 
Mstep: Class 37 contains 6541 members 
Mstep: Class 38 contains 1281 members 
Mstep: Class 39 contains 1300 members 
Entering Unmasked Estep 
Score: -50375332.000000 Penalty: 25097.408203
Splitting cluster 19 changes total score from -50375252.000000 to -50375332.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 20 (104083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104083 members 
Entering Unmasked Estep 
Score: -4015690.500000 Penalty: 525.658936
	Iteration 0F: 2 clusters Score -4015690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -3945213.250000 Penalty: 1051.317871
	Iteration 0F: 3 clusters Score -3945213 nChanged 50904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -3976945.750000 Penalty: 1051.317871
	Iteration 1F: 3 clusters Score -3976946 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 52956 members 
Entering Unmasked Estep 
Score: -3978111.000000 Penalty: 1051.317871
	Iteration 2Q: 3 clusters Score -3978111 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -3979567.000000 Penalty: 1051.317871
	Iteration 3Q: 3 clusters Score -3979567 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -3981656.500000 Penalty: 1051.317871
	Iteration 4Q: 3 clusters Score -3981656 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52301 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -3985242.750000 Penalty: 1051.317871
	Iteration 5F: 3 clusters Score -3985243 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -3991152.750000 Penalty: 1051.317871
	Iteration 6F: 3 clusters Score -3991153 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -3998225.250000 Penalty: 1051.317871
	Iteration 7F: 3 clusters Score -3998225 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58383 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -4002445.250000 Penalty: 1051.317871
	Iteration 8F: 3 clusters Score -4002445 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4004312 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4005642 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61904 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -4006824.500000 Penalty: 1051.317871
	Iteration 11Q: 3 clusters Score -4006824 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62903 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -4007865.750000 Penalty: 1051.317871
	Iteration 12Q: 3 clusters Score -4007866 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63716 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -4008654.750000 Penalty: 1051.317871
	Iteration 13Q: 3 clusters Score -4008655 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64433 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -4009319.250000 Penalty: 1051.317871
	Iteration 14Q: 3 clusters Score -4009319 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65042 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4009774 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65591 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -4010047.500000 Penalty: 1051.317871
	Iteration 16Q: 3 clusters Score -4010048 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4010257 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66605 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4010459 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67102 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -4010565.250000 Penalty: 1051.317871
	Iteration 19Q: 3 clusters Score -4010565 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67604 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -4010649.000000 Penalty: 1051.317871
	Iteration 20F: 3 clusters Score -4010649 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68083 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4010722 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68554 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4010766 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69041 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4010824 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69499 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4010886 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69940 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4010945 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70401 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -4011004.500000 Penalty: 1051.317871
	Iteration 26Q: 3 clusters Score -4011004 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70854 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -4011045.750000 Penalty: 1051.317871
	Iteration 27Q: 3 clusters Score -4011046 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71281 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4011077 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71688 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4011104 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72108 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -4011134.750000 Penalty: 1051.317871
	Iteration 30Q: 3 clusters Score -4011135 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72558 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4011172 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73008 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -4011213.500000 Penalty: 1051.317871
	Iteration 32Q: 3 clusters Score -4011214 nChanged 474
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73482 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4011270 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73980 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4011320 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74520 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4011373 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75040 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -4011462.500000 Penalty: 1051.317871
	Iteration 36Q: 3 clusters Score -4011462 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75582 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -4011506.000000 Penalty: 1051.317871
	Iteration 37Q: 3 clusters Score -4011506 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4011584 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76671 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -4011643.250000 Penalty: 1051.317871
	Iteration 39Q: 3 clusters Score -4011643 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77288 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -4011738.500000 Penalty: 1051.317871
	Iteration 40F: 3 clusters Score -4011738 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77944 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4011842 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78609 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -4011941.500000 Penalty: 1051.317871
	Iteration 42Q: 3 clusters Score -4011942 nChanged 633
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79242 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -4012068.750000 Penalty: 1051.317871
	Iteration 43Q: 3 clusters Score -4012069 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -4012154.000000 Penalty: 1051.317871
	Iteration 44Q: 3 clusters Score -4012154 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80496 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4012242 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81083 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4012308 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -4012416.750000 Penalty: 1051.317871
	Iteration 47Q: 3 clusters Score -4012417 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82232 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4012470 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82770 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4012560 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83303 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -4012627.750000 Penalty: 1051.317871
	Iteration 50Q: 3 clusters Score -4012628 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83814 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4012672 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84365 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -4012757.750000 Penalty: 1051.317871
	Iteration 52Q: 3 clusters Score -4012758 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84909 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -4012836.250000 Penalty: 1051.317871
	Iteration 53Q: 3 clusters Score -4012836 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85458 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -4012907.250000 Penalty: 1051.317871
	Iteration 54Q: 3 clusters Score -4012907 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86019 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4013020 nChanged 554
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86573 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4013105 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87143 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -4013182.250000 Penalty: 1051.317871
	Iteration 57Q: 3 clusters Score -4013182 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87718 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4013288 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88282 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -4013364.000000 Penalty: 1051.317871
	Iteration 59Q: 3 clusters Score -4013364 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88841 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -4013456.000000 Penalty: 1051.317871
	Iteration 60F: 3 clusters Score -4013456 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89412 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4013592 nChanged 562
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89974 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4013690 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90547 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4013788 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91104 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4013888 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91673 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4014021 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92253 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4014095 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92768 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -4014173.500000 Penalty: 1051.317871
	Iteration 67Q: 3 clusters Score -4014174 nChanged 455
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93223 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4014254 nChanged 446
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93669 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4014330 nChanged 422
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94091 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4014407 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94502 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4014495 nChanged 359
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94861 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4014568 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95209 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -4014632.500000 Penalty: 1051.317871
	Iteration 73Q: 3 clusters Score -4014632 nChanged 308
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95517 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4014676 nChanged 306
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Mstep: Class 1 contains 95823 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4014716 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96126 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4014739 nChanged 329
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96455 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4014825 nChanged 310
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Mstep: Class 1 contains 96765 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4014862 nChanged 290
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Mstep: Class 1 contains 97055 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4014906 nChanged 270
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Mstep: Class 1 contains 97325 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4014939 nChanged 253
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Mstep: Class 1 contains 97578 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4014990 nChanged 244
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97822 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4015035 nChanged 250
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Mstep: Class 1 contains 98072 members 
Mstep: Class 2 contains 6011 members 
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	Iteration 83Q: 3 clusters Score -4015069 nChanged 244
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Mstep: Class 1 contains 98316 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4015110 nChanged 220
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Mstep: Class 1 contains 98536 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4015157 nChanged 214
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Mstep: Class 1 contains 98750 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4015186 nChanged 200
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Mstep: Class 1 contains 98950 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4015224 nChanged 173
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Mstep: Class 1 contains 99123 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4015235 nChanged 165
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Mstep: Class 1 contains 99288 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4015271 nChanged 160
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Mstep: Class 1 contains 99448 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4015284 nChanged 149
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Mstep: Class 1 contains 99597 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4015306 nChanged 138
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Mstep: Class 1 contains 99735 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4015315 nChanged 139
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Mstep: Class 1 contains 99874 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4015336 nChanged 148
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Mstep: Class 1 contains 100022 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4015346 nChanged 136
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Mstep: Class 1 contains 100158 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4015369 nChanged 121
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Mstep: Class 1 contains 100279 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4015391 nChanged 113
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Mstep: Class 1 contains 100392 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4015420 nChanged 108
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Mstep: Class 1 contains 100500 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4015438 nChanged 92
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Mstep: Class 1 contains 100592 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4015432 nChanged 87
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Mstep: Class 1 contains 100679 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4015434 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100757 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -4015429.750000 Penalty: 1051.317871
	Iteration 101Q: 3 clusters Score -4015430 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100831 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -4015441.250000 Penalty: 1051.317871
	Iteration 102Q: 3 clusters Score -4015441 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100912 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -4015456.250000 Penalty: 1051.317871
	Iteration 103Q: 3 clusters Score -4015456 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100989 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -4015468.750000 Penalty: 1051.317871
	Iteration 104Q: 3 clusters Score -4015469 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101057 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4015478.500000 Penalty: 1051.317871
	Iteration 105Q: 3 clusters Score -4015478 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101122 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4015490.000000 Penalty: 1051.317871
	Iteration 106Q: 3 clusters Score -4015490 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101185 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -4015502.750000 Penalty: 1051.317871
	Iteration 107Q: 3 clusters Score -4015503 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101243 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -4015511.500000 Penalty: 1051.317871
	Iteration 108Q: 3 clusters Score -4015512 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101290 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -4015515.750000 Penalty: 1051.317871
	Iteration 109Q: 3 clusters Score -4015516 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101325 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4015520.750000 Penalty: 1051.317871
	Iteration 110Q: 3 clusters Score -4015521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101352 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -4015522.500000 Penalty: 1051.317871
	Iteration 111Q: 3 clusters Score -4015522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101383 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4015524.000000 Penalty: 1051.317871
	Iteration 112Q: 3 clusters Score -4015524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101406 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -4015528.750000 Penalty: 1051.317871
	Iteration 113Q: 3 clusters Score -4015529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101423 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4015518.500000 Penalty: 1051.317871
	Iteration 114Q: 3 clusters Score -4015518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101434 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -4015517.250000 Penalty: 1051.317871
	Iteration 115Q: 3 clusters Score -4015517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101442 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -4015517.750000 Penalty: 1051.317871
	Iteration 116Q: 3 clusters Score -4015518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101448 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4015518.250000 Penalty: 1051.317871
	Iteration 117Q: 3 clusters Score -4015518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101457 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4015517.000000 Penalty: 1051.317871
	Iteration 118Q: 3 clusters Score -4015517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101463 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4015518.500000 Penalty: 1051.317871
	Iteration 119Q: 3 clusters Score -4015518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101471 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -4015519.750000 Penalty: 1051.317871
	Iteration 120F: 3 clusters Score -4015520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101479 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4015518.250000 Penalty: 1051.317871
	Iteration 121Q: 3 clusters Score -4015518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101487 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4015529.000000 Penalty: 1051.317871
	Iteration 122Q: 3 clusters Score -4015529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101494 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -4015529.000000 Penalty: 1051.317871
	Iteration 123Q: 3 clusters Score -4015529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101501 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -4015529.500000 Penalty: 1051.317871
	Iteration 124Q: 3 clusters Score -4015530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101505 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -4015529.500000 Penalty: 1051.317871
	Iteration 125Q: 3 clusters Score -4015530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101507 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -4015528.750000 Penalty: 1051.317871
	Iteration 126Q: 3 clusters Score -4015529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101509 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4015528.000000 Penalty: 1051.317871
	Iteration 127Q: 3 clusters Score -4015528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101513 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4015531.000000 Penalty: 1051.317871
	Iteration 128Q: 3 clusters Score -4015531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101517 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -4015531.250000 Penalty: 1051.317871
	Iteration 129Q: 3 clusters Score -4015531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101520 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4015534.500000 Penalty: 1051.317871
	Iteration 130Q: 3 clusters Score -4015534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101521 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4015535.000000 Penalty: 1051.317871
	Iteration 131Q: 3 clusters Score -4015535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101527 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -4015536.750000 Penalty: 1051.317871
	Iteration 132Q: 3 clusters Score -4015537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101537 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -4015533.000000 Penalty: 1051.317871
	Iteration 133Q: 3 clusters Score -4015533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101543 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -4015528.500000 Penalty: 1051.317871
	Iteration 134Q: 3 clusters Score -4015528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101545 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -4015531.000000 Penalty: 1051.317871
	Iteration 135Q: 3 clusters Score -4015531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101546 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -4015532.000000 Penalty: 1051.317871
	Iteration 136Q: 3 clusters Score -4015532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101547 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4015527.750000 Penalty: 1051.317871
	Iteration 137Q: 3 clusters Score -4015528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101547 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4015527.750000 Penalty: 1051.317871
	Iteration 138F: 3 clusters Score -4015528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -54219.113281 Penalty: 318.639496
	Iteration 0F: 2 clusters Score -54219.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -53331.964844 Penalty: 637.278992
	Iteration 0F: 3 clusters Score -53331.96 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -53556.144531 Penalty: 637.278992
	Iteration 1F: 3 clusters Score -53556.14 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -53613.570312 Penalty: 637.278992
	Iteration 2F: 3 clusters Score -53613.57 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -53671.765625 Penalty: 637.278992
	Iteration 3F: 3 clusters Score -53671.77 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -53719.121094 Penalty: 637.278992
	Iteration 4F: 3 clusters Score -53719.12 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -53753.207031 Penalty: 637.278992
	Iteration 5Q: 3 clusters Score -53753.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -53791.531250 Penalty: 637.278992
	Iteration 6Q: 3 clusters Score -53791.53 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -53825.988281 Penalty: 637.278992
	Iteration 7Q: 3 clusters Score -53825.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -53856.429688 Penalty: 637.278992
	Iteration 8Q: 3 clusters Score -53856.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -53887.062500 Penalty: 637.278992
	Iteration 9Q: 3 clusters Score -53887.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -53912.312500 Penalty: 637.278992
	Iteration 10Q: 3 clusters Score -53912.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -53922.855469 Penalty: 637.278992
	Iteration 11Q: 3 clusters Score -53922.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -53930.679688 Penalty: 637.278992
	Iteration 12Q: 3 clusters Score -53930.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -53934.062500 Penalty: 637.278992
	Iteration 13Q: 3 clusters Score -53934.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -53939.253906 Penalty: 637.278992
	Iteration 14Q: 3 clusters Score -53939.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -53943.292969 Penalty: 637.278992
	Iteration 15Q: 3 clusters Score -53943.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -53944.718750 Penalty: 637.278992
	Iteration 16Q: 3 clusters Score -53944.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -53945.675781 Penalty: 637.278992
	Iteration 17Q: 3 clusters Score -53945.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -53946.304688 Penalty: 637.278992
	Iteration 18Q: 3 clusters Score -53946.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -53946.304688 Penalty: 637.278992
	Iteration 19F: 3 clusters Score -53946.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Entering Unmasked Estep 
Score: -449766.843750 Penalty: 428.843353
	Iteration 0F: 2 clusters Score -449766.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -441458.843750 Penalty: 857.686707
	Iteration 0F: 3 clusters Score -441458.8 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -445029.312500 Penalty: 857.686707
	Iteration 1F: 3 clusters Score -445029.3 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -445371.125000 Penalty: 857.686707
	Iteration 2F: 3 clusters Score -445371.1 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -445764.250000 Penalty: 857.686707
	Iteration 3F: 3 clusters Score -445764.2 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -446251.437500 Penalty: 857.686707
	Iteration 4F: 3 clusters Score -446251.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -446810.437500 Penalty: 857.686707
	Iteration 5F: 3 clusters Score -446810.4 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -447280.562500 Penalty: 857.686707
	Iteration 6Q: 3 clusters Score -447280.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -447541.906250 Penalty: 857.686707
	Iteration 7Q: 3 clusters Score -447541.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -447649.468750 Penalty: 857.686707
	Iteration 8Q: 3 clusters Score -447649.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -447700.812500 Penalty: 857.686707
	Iteration 9Q: 3 clusters Score -447700.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -447748.531250 Penalty: 857.686707
	Iteration 10Q: 3 clusters Score -447748.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -447799.406250 Penalty: 857.686707
	Iteration 11Q: 3 clusters Score -447799.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -447855.406250 Penalty: 857.686707
	Iteration 12Q: 3 clusters Score -447855.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -447906.718750 Penalty: 857.686707
	Iteration 13Q: 3 clusters Score -447906.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -447959.843750 Penalty: 857.686707
	Iteration 14Q: 3 clusters Score -447959.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -448021.593750 Penalty: 857.686707
	Iteration 15Q: 3 clusters Score -448021.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -448082.750000 Penalty: 857.686707
	Iteration 16Q: 3 clusters Score -448082.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -448143.750000 Penalty: 857.686707
	Iteration 17Q: 3 clusters Score -448143.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -448211.125000 Penalty: 857.686707
	Iteration 18Q: 3 clusters Score -448211.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -448284.562500 Penalty: 857.686707
	Iteration 19Q: 3 clusters Score -448284.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -448358.843750 Penalty: 857.686707
	Iteration 20F: 3 clusters Score -448358.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -448428.250000 Penalty: 857.686707
	Iteration 21Q: 3 clusters Score -448428.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -448501.968750 Penalty: 857.686707
	Iteration 22Q: 3 clusters Score -448502 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -448570.812500 Penalty: 857.686707
	Iteration 23Q: 3 clusters Score -448570.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -448654.718750 Penalty: 857.686707
	Iteration 24Q: 3 clusters Score -448654.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -448753.343750 Penalty: 857.686707
	Iteration 25Q: 3 clusters Score -448753.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -448842.437500 Penalty: 857.686707
	Iteration 26Q: 3 clusters Score -448842.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -448926.281250 Penalty: 857.686707
	Iteration 27Q: 3 clusters Score -448926.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -448992.187500 Penalty: 857.686707
	Iteration 28Q: 3 clusters Score -448992.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -449055.468750 Penalty: 857.686707
	Iteration 29Q: 3 clusters Score -449055.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -449104.531250 Penalty: 857.686707
	Iteration 30Q: 3 clusters Score -449104.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -449150.437500 Penalty: 857.686707
	Iteration 31Q: 3 clusters Score -449150.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -449185.718750 Penalty: 857.686707
	Iteration 32Q: 3 clusters Score -449185.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -449215.531250 Penalty: 857.686707
	Iteration 33Q: 3 clusters Score -449215.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -449244.750000 Penalty: 857.686707
	Iteration 34Q: 3 clusters Score -449244.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -449264.593750 Penalty: 857.686707
	Iteration 35Q: 3 clusters Score -449264.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -449283.343750 Penalty: 857.686707
	Iteration 36Q: 3 clusters Score -449283.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -449304.093750 Penalty: 857.686707
	Iteration 37Q: 3 clusters Score -449304.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -449320.031250 Penalty: 857.686707
	Iteration 38Q: 3 clusters Score -449320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -449332.656250 Penalty: 857.686707
	Iteration 39Q: 3 clusters Score -449332.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -449346.718750 Penalty: 857.686707
	Iteration 40F: 3 clusters Score -449346.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -449364.750000 Penalty: 857.686707
	Iteration 41Q: 3 clusters Score -449364.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -449374.687500 Penalty: 857.686707
	Iteration 42Q: 3 clusters Score -449374.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -449382.187500 Penalty: 857.686707
	Iteration 43Q: 3 clusters Score -449382.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -449388.375000 Penalty: 857.686707
	Iteration 44Q: 3 clusters Score -449388.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -449391.218750 Penalty: 857.686707
	Iteration 45Q: 3 clusters Score -449391.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -449394.500000 Penalty: 857.686707
	Iteration 46Q: 3 clusters Score -449394.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -449396.687500 Penalty: 857.686707
	Iteration 47Q: 3 clusters Score -449396.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -449399.093750 Penalty: 857.686707
	Iteration 48Q: 3 clusters Score -449399.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -449402.468750 Penalty: 857.686707
	Iteration 49Q: 3 clusters Score -449402.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -449405.781250 Penalty: 857.686707
	Iteration 50Q: 3 clusters Score -449405.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -449407.937500 Penalty: 857.686707
	Iteration 51Q: 3 clusters Score -449407.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -449409.562500 Penalty: 857.686707
	Iteration 52Q: 3 clusters Score -449409.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -449411.093750 Penalty: 857.686707
	Iteration 53Q: 3 clusters Score -449411.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -449411.687500 Penalty: 857.686707
	Iteration 54Q: 3 clusters Score -449411.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -449411.687500 Penalty: 857.686707
	Iteration 55F: 3 clusters Score -449411.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Entering Unmasked Estep 
Score: -562915.437500 Penalty: 438.595276
	Iteration 0F: 2 clusters Score -562915.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -552685.687500 Penalty: 877.190552
	Iteration 0F: 3 clusters Score -552685.7 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -557133.875000 Penalty: 877.190552
	Iteration 1F: 3 clusters Score -557133.9 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -557585.312500 Penalty: 877.190552
	Iteration 2F: 3 clusters Score -557585.3 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -558046.875000 Penalty: 877.190552
	Iteration 3F: 3 clusters Score -558046.9 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -558624.437500 Penalty: 877.190552
	Iteration 4F: 3 clusters Score -558624.4 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -559236.937500 Penalty: 877.190552
	Iteration 5F: 3 clusters Score -559236.9 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -559804.687500 Penalty: 877.190552
	Iteration 6F: 3 clusters Score -559804.7 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -560165.625000 Penalty: 877.190552
	Iteration 7Q: 3 clusters Score -560165.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -560340.125000 Penalty: 877.190552
	Iteration 8Q: 3 clusters Score -560340.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -560420.062500 Penalty: 877.190552
	Iteration 9Q: 3 clusters Score -560420.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -560486.187500 Penalty: 877.190552
	Iteration 10Q: 3 clusters Score -560486.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -560554.437500 Penalty: 877.190552
	Iteration 11Q: 3 clusters Score -560554.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -560622.000000 Penalty: 877.190552
	Iteration 12Q: 3 clusters Score -560622 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -560684.062500 Penalty: 877.190552
	Iteration 13Q: 3 clusters Score -560684.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -560759.625000 Penalty: 877.190552
	Iteration 14Q: 3 clusters Score -560759.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -560830.937500 Penalty: 877.190552
	Iteration 15Q: 3 clusters Score -560830.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -560905.187500 Penalty: 877.190552
	Iteration 16Q: 3 clusters Score -560905.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -560980.937500 Penalty: 877.190552
	Iteration 17Q: 3 clusters Score -560980.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -561068.562500 Penalty: 877.190552
	Iteration 18Q: 3 clusters Score -561068.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -561168.062500 Penalty: 877.190552
	Iteration 19Q: 3 clusters Score -561168.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -561266.875000 Penalty: 877.190552
	Iteration 20F: 3 clusters Score -561266.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -561374.062500 Penalty: 877.190552
	Iteration 21Q: 3 clusters Score -561374.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -561475.000000 Penalty: 877.190552
	Iteration 22Q: 3 clusters Score -561475 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -561577.062500 Penalty: 877.190552
	Iteration 23Q: 3 clusters Score -561577.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -561679.062500 Penalty: 877.190552
	Iteration 24Q: 3 clusters Score -561679.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -561763.875000 Penalty: 877.190552
	Iteration 25Q: 3 clusters Score -561763.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -561853.937500 Penalty: 877.190552
	Iteration 26Q: 3 clusters Score -561853.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -561944.750000 Penalty: 877.190552
	Iteration 27Q: 3 clusters Score -561944.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -562037.375000 Penalty: 877.190552
	Iteration 28Q: 3 clusters Score -562037.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -562122.000000 Penalty: 877.190552
	Iteration 29Q: 3 clusters Score -562122 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -562205.812500 Penalty: 877.190552
	Iteration 30Q: 3 clusters Score -562205.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -562286.000000 Penalty: 877.190552
	Iteration 31Q: 3 clusters Score -562286 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -562366.937500 Penalty: 877.190552
	Iteration 32Q: 3 clusters Score -562366.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -562427.062500 Penalty: 877.190552
	Iteration 33Q: 3 clusters Score -562427.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -562470.937500 Penalty: 877.190552
	Iteration 34Q: 3 clusters Score -562470.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -562506.062500 Penalty: 877.190552
	Iteration 35Q: 3 clusters Score -562506.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -562529.312500 Penalty: 877.190552
	Iteration 36Q: 3 clusters Score -562529.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -562543.937500 Penalty: 877.190552
	Iteration 37Q: 3 clusters Score -562543.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -562559.125000 Penalty: 877.190552
	Iteration 38Q: 3 clusters Score -562559.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -562573.187500 Penalty: 877.190552
	Iteration 39Q: 3 clusters Score -562573.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -562582.375000 Penalty: 877.190552
	Iteration 40F: 3 clusters Score -562582.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -562592.750000 Penalty: 877.190552
	Iteration 41Q: 3 clusters Score -562592.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -562600.062500 Penalty: 877.190552
	Iteration 42Q: 3 clusters Score -562600.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -562608.437500 Penalty: 877.190552
	Iteration 43Q: 3 clusters Score -562608.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -562616.125000 Penalty: 877.190552
	Iteration 44Q: 3 clusters Score -562616.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -562622.250000 Penalty: 877.190552
	Iteration 45Q: 3 clusters Score -562622.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -562628.625000 Penalty: 877.190552
	Iteration 46Q: 3 clusters Score -562628.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -562642.437500 Penalty: 877.190552
	Iteration 47Q: 3 clusters Score -562642.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -562650.125000 Penalty: 877.190552
	Iteration 48Q: 3 clusters Score -562650.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -562652.437500 Penalty: 877.190552
	Iteration 49Q: 3 clusters Score -562652.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -562657.500000 Penalty: 877.190552
	Iteration 50Q: 3 clusters Score -562657.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -562658.250000 Penalty: 877.190552
	Iteration 51Q: 3 clusters Score -562658.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -562660.687500 Penalty: 877.190552
	Iteration 52Q: 3 clusters Score -562660.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -562660.437500 Penalty: 877.190552
	Iteration 53Q: 3 clusters Score -562660.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -562661.500000 Penalty: 877.190552
	Iteration 54Q: 3 clusters Score -562661.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -562661.000000 Penalty: 877.190552
	Iteration 55Q: 3 clusters Score -562661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -562661.687500 Penalty: 877.190552
	Iteration 56Q: 3 clusters Score -562661.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -562662.562500 Penalty: 877.190552
	Iteration 57Q: 3 clusters Score -562662.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -562664.062500 Penalty: 877.190552
	Iteration 58Q: 3 clusters Score -562664.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -562664.187500 Penalty: 877.190552
	Iteration 59Q: 3 clusters Score -562664.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -562663.562500 Penalty: 877.190552
	Iteration 60F: 3 clusters Score -562663.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Entering Unmasked Estep 
Score: -837844.875000 Penalty: 456.290222
	Iteration 0F: 2 clusters Score -837844.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -822791.500000 Penalty: 912.580444
	Iteration 0F: 3 clusters Score -822791.5 nChanged 10812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -829782.000000 Penalty: 912.580444
	Iteration 1F: 3 clusters Score -829782 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -830802.312500 Penalty: 912.580444
	Iteration 2F: 3 clusters Score -830802.3 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -832152.562500 Penalty: 912.580444
	Iteration 3F: 3 clusters Score -832152.6 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -833591.125000 Penalty: 912.580444
	Iteration 4F: 3 clusters Score -833591.1 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -834497.812500 Penalty: 912.580444
	Iteration 5F: 3 clusters Score -834497.8 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -834901.812500 Penalty: 912.580444
	Iteration 6Q: 3 clusters Score -834901.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -835054.812500 Penalty: 912.580444
	Iteration 7Q: 3 clusters Score -835054.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -835116.000000 Penalty: 912.580444
	Iteration 8Q: 3 clusters Score -835116 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -835155.000000 Penalty: 912.580444
	Iteration 9Q: 3 clusters Score -835155 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -835187.125000 Penalty: 912.580444
	Iteration 10Q: 3 clusters Score -835187.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -835220.437500 Penalty: 912.580444
	Iteration 11Q: 3 clusters Score -835220.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -835253.312500 Penalty: 912.580444
	Iteration 12Q: 3 clusters Score -835253.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -835278.312500 Penalty: 912.580444
	Iteration 13Q: 3 clusters Score -835278.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -835304.000000 Penalty: 912.580444
	Iteration 14Q: 3 clusters Score -835304 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -835328.875000 Penalty: 912.580444
	Iteration 15Q: 3 clusters Score -835328.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -835353.875000 Penalty: 912.580444
	Iteration 16Q: 3 clusters Score -835353.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -835376.062500 Penalty: 912.580444
	Iteration 17Q: 3 clusters Score -835376.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -835386.937500 Penalty: 912.580444
	Iteration 18Q: 3 clusters Score -835386.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -835398.187500 Penalty: 912.580444
	Iteration 19Q: 3 clusters Score -835398.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -835411.875000 Penalty: 912.580444
	Iteration 20F: 3 clusters Score -835411.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -835419.812500 Penalty: 912.580444
	Iteration 21Q: 3 clusters Score -835419.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -835433.312500 Penalty: 912.580444
	Iteration 22Q: 3 clusters Score -835433.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -835440.687500 Penalty: 912.580444
	Iteration 23Q: 3 clusters Score -835440.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -835450.312500 Penalty: 912.580444
	Iteration 24Q: 3 clusters Score -835450.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -835454.937500 Penalty: 912.580444
	Iteration 25Q: 3 clusters Score -835454.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -835472.437500 Penalty: 912.580444
	Iteration 26Q: 3 clusters Score -835472.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -835483.312500 Penalty: 912.580444
	Iteration 27Q: 3 clusters Score -835483.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -835492.812500 Penalty: 912.580444
	Iteration 28Q: 3 clusters Score -835492.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -835505.812500 Penalty: 912.580444
	Iteration 29Q: 3 clusters Score -835505.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -835520.625000 Penalty: 912.580444
	Iteration 30Q: 3 clusters Score -835520.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -835537.687500 Penalty: 912.580444
	Iteration 31Q: 3 clusters Score -835537.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -835561.062500 Penalty: 912.580444
	Iteration 32Q: 3 clusters Score -835561.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -835582.875000 Penalty: 912.580444
	Iteration 33Q: 3 clusters Score -835582.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -835604.375000 Penalty: 912.580444
	Iteration 34Q: 3 clusters Score -835604.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -835626.937500 Penalty: 912.580444
	Iteration 35Q: 3 clusters Score -835626.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -835651.562500 Penalty: 912.580444
	Iteration 36Q: 3 clusters Score -835651.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -835679.625000 Penalty: 912.580444
	Iteration 37Q: 3 clusters Score -835679.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -835705.312500 Penalty: 912.580444
	Iteration 38Q: 3 clusters Score -835705.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -835739.875000 Penalty: 912.580444
	Iteration 39Q: 3 clusters Score -835739.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -835778.625000 Penalty: 912.580444
	Iteration 40F: 3 clusters Score -835778.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -835816.750000 Penalty: 912.580444
	Iteration 41Q: 3 clusters Score -835816.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -835872.000000 Penalty: 912.580444
	Iteration 42Q: 3 clusters Score -835872 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -835927.187500 Penalty: 912.580444
	Iteration 43Q: 3 clusters Score -835927.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -835991.812500 Penalty: 912.580444
	Iteration 44Q: 3 clusters Score -835991.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -836073.625000 Penalty: 912.580444
	Iteration 45Q: 3 clusters Score -836073.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -836159.687500 Penalty: 912.580444
	Iteration 46Q: 3 clusters Score -836159.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -836243.812500 Penalty: 912.580444
	Iteration 47Q: 3 clusters Score -836243.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -836329.562500 Penalty: 912.580444
	Iteration 48Q: 3 clusters Score -836329.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -836417.187500 Penalty: 912.580444
	Iteration 49Q: 3 clusters Score -836417.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -836511.437500 Penalty: 912.580444
	Iteration 50Q: 3 clusters Score -836511.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -836609.625000 Penalty: 912.580444
	Iteration 51Q: 3 clusters Score -836609.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -836699.937500 Penalty: 912.580444
	Iteration 52Q: 3 clusters Score -836699.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -836778.437500 Penalty: 912.580444
	Iteration 53Q: 3 clusters Score -836778.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -836840.250000 Penalty: 912.580444
	Iteration 54Q: 3 clusters Score -836840.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -836903.125000 Penalty: 912.580444
	Iteration 55Q: 3 clusters Score -836903.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -836957.062500 Penalty: 912.580444
	Iteration 56Q: 3 clusters Score -836957.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -837011.750000 Penalty: 912.580444
	Iteration 57Q: 3 clusters Score -837011.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -837055.625000 Penalty: 912.580444
	Iteration 58Q: 3 clusters Score -837055.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -837106.375000 Penalty: 912.580444
	Iteration 59Q: 3 clusters Score -837106.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -837148.937500 Penalty: 912.580444
	Iteration 60F: 3 clusters Score -837148.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -837189.250000 Penalty: 912.580444
	Iteration 61Q: 3 clusters Score -837189.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -837233.937500 Penalty: 912.580444
	Iteration 62Q: 3 clusters Score -837233.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -837270.375000 Penalty: 912.580444
	Iteration 63Q: 3 clusters Score -837270.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -837309.625000 Penalty: 912.580444
	Iteration 64Q: 3 clusters Score -837309.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -837353.750000 Penalty: 912.580444
	Iteration 65Q: 3 clusters Score -837353.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -837386.687500 Penalty: 912.580444
	Iteration 66Q: 3 clusters Score -837386.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -837423.500000 Penalty: 912.580444
	Iteration 67Q: 3 clusters Score -837423.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -837448.625000 Penalty: 912.580444
	Iteration 68Q: 3 clusters Score -837448.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -837469.750000 Penalty: 912.580444
	Iteration 69Q: 3 clusters Score -837469.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -837481.562500 Penalty: 912.580444
	Iteration 70Q: 3 clusters Score -837481.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -837491.312500 Penalty: 912.580444
	Iteration 71Q: 3 clusters Score -837491.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -837498.312500 Penalty: 912.580444
	Iteration 72Q: 3 clusters Score -837498.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -837502.437500 Penalty: 912.580444
	Iteration 73Q: 3 clusters Score -837502.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -837505.250000 Penalty: 912.580444
	Iteration 74Q: 3 clusters Score -837505.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -837509.625000 Penalty: 912.580444
	Iteration 75Q: 3 clusters Score -837509.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -837514.687500 Penalty: 912.580444
	Iteration 76Q: 3 clusters Score -837514.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -837523.937500 Penalty: 912.580444
	Iteration 77Q: 3 clusters Score -837523.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -837530.875000 Penalty: 912.580444
	Iteration 78Q: 3 clusters Score -837530.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -837534.562500 Penalty: 912.580444
	Iteration 79Q: 3 clusters Score -837534.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -837540.875000 Penalty: 912.580444
	Iteration 80F: 3 clusters Score -837540.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -837544.875000 Penalty: 912.580444
	Iteration 81Q: 3 clusters Score -837544.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -837547.562500 Penalty: 912.580444
	Iteration 82Q: 3 clusters Score -837547.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -837550.812500 Penalty: 912.580444
	Iteration 83Q: 3 clusters Score -837550.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -837553.562500 Penalty: 912.580444
	Iteration 84Q: 3 clusters Score -837553.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -837557.625000 Penalty: 912.580444
	Iteration 85Q: 3 clusters Score -837557.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -837560.062500 Penalty: 912.580444
	Iteration 86Q: 3 clusters Score -837560.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -837564.187500 Penalty: 912.580444
	Iteration 87Q: 3 clusters Score -837564.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -837567.625000 Penalty: 912.580444
	Iteration 88Q: 3 clusters Score -837567.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -837569.562500 Penalty: 912.580444
	Iteration 89Q: 3 clusters Score -837569.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -837569.500000 Penalty: 912.580444
	Iteration 90Q: 3 clusters Score -837569.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -837570.500000 Penalty: 912.580444
	Iteration 91Q: 3 clusters Score -837570.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -837571.750000 Penalty: 912.580444
	Iteration 92Q: 3 clusters Score -837571.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -837571.312500 Penalty: 912.580444
	Iteration 93Q: 3 clusters Score -837571.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -837571.562500 Penalty: 912.580444
	Iteration 94Q: 3 clusters Score -837571.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -837571.562500 Penalty: 912.580444
	Iteration 95F: 3 clusters Score -837571.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -344480.031250 Penalty: 417.997803
	Iteration 0F: 2 clusters Score -344480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -338050.406250 Penalty: 835.995605
	Iteration 0F: 3 clusters Score -338050.4 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -340538.906250 Penalty: 835.995605
	Iteration 1F: 3 clusters Score -340538.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -340792.718750 Penalty: 835.995605
	Iteration 2F: 3 clusters Score -340792.7 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -341068.593750 Penalty: 835.995605
	Iteration 3F: 3 clusters Score -341068.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -341367.687500 Penalty: 835.995605
	Iteration 4F: 3 clusters Score -341367.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -341690.125000 Penalty: 835.995605
	Iteration 5F: 3 clusters Score -341690.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -342086.562500 Penalty: 835.995605
	Iteration 6F: 3 clusters Score -342086.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -342500.906250 Penalty: 835.995605
	Iteration 7F: 3 clusters Score -342500.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -342832.187500 Penalty: 835.995605
	Iteration 8Q: 3 clusters Score -342832.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -343117.000000 Penalty: 835.995605
	Iteration 9Q: 3 clusters Score -343117 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -343317.406250 Penalty: 835.995605
	Iteration 10Q: 3 clusters Score -343317.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -343424.937500 Penalty: 835.995605
	Iteration 11Q: 3 clusters Score -343424.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -343514.062500 Penalty: 835.995605
	Iteration 12Q: 3 clusters Score -343514.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -343587.312500 Penalty: 835.995605
	Iteration 13Q: 3 clusters Score -343587.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -343646.468750 Penalty: 835.995605
	Iteration 14Q: 3 clusters Score -343646.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -343708.125000 Penalty: 835.995605
	Iteration 15Q: 3 clusters Score -343708.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -343761.968750 Penalty: 835.995605
	Iteration 16Q: 3 clusters Score -343762 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -343802.531250 Penalty: 835.995605
	Iteration 17Q: 3 clusters Score -343802.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -343836.000000 Penalty: 835.995605
	Iteration 18Q: 3 clusters Score -343836 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -343870.843750 Penalty: 835.995605
	Iteration 19Q: 3 clusters Score -343870.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -343900.656250 Penalty: 835.995605
	Iteration 20F: 3 clusters Score -343900.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -343917.031250 Penalty: 835.995605
	Iteration 21Q: 3 clusters Score -343917 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -343930.250000 Penalty: 835.995605
	Iteration 22Q: 3 clusters Score -343930.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -343941.937500 Penalty: 835.995605
	Iteration 23Q: 3 clusters Score -343941.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -343951.562500 Penalty: 835.995605
	Iteration 24Q: 3 clusters Score -343951.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -343959.593750 Penalty: 835.995605
	Iteration 25Q: 3 clusters Score -343959.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -343968.531250 Penalty: 835.995605
	Iteration 26Q: 3 clusters Score -343968.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -343978.093750 Penalty: 835.995605
	Iteration 27Q: 3 clusters Score -343978.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -343983.062500 Penalty: 835.995605
	Iteration 28Q: 3 clusters Score -343983.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -343989.406250 Penalty: 835.995605
	Iteration 29Q: 3 clusters Score -343989.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -343993.718750 Penalty: 835.995605
	Iteration 30Q: 3 clusters Score -343993.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -343998.937500 Penalty: 835.995605
	Iteration 31Q: 3 clusters Score -343998.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -344003.875000 Penalty: 835.995605
	Iteration 32Q: 3 clusters Score -344003.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -344008.250000 Penalty: 835.995605
	Iteration 33Q: 3 clusters Score -344008.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -344010.250000 Penalty: 835.995605
	Iteration 34Q: 3 clusters Score -344010.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -344016.281250 Penalty: 835.995605
	Iteration 35Q: 3 clusters Score -344016.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -344021.218750 Penalty: 835.995605
	Iteration 36Q: 3 clusters Score -344021.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -344025.531250 Penalty: 835.995605
	Iteration 37Q: 3 clusters Score -344025.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -344029.468750 Penalty: 835.995605
	Iteration 38Q: 3 clusters Score -344029.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -344033.593750 Penalty: 835.995605
	Iteration 39Q: 3 clusters Score -344033.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -344038.531250 Penalty: 835.995605
	Iteration 40F: 3 clusters Score -344038.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -344042.625000 Penalty: 835.995605
	Iteration 41Q: 3 clusters Score -344042.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -344045.718750 Penalty: 835.995605
	Iteration 42Q: 3 clusters Score -344045.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -344048.750000 Penalty: 835.995605
	Iteration 43Q: 3 clusters Score -344048.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -344051.656250 Penalty: 835.995605
	Iteration 44Q: 3 clusters Score -344051.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -344056.437500 Penalty: 835.995605
	Iteration 45Q: 3 clusters Score -344056.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -344061.437500 Penalty: 835.995605
	Iteration 46Q: 3 clusters Score -344061.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -344066.125000 Penalty: 835.995605
	Iteration 47Q: 3 clusters Score -344066.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -344069.375000 Penalty: 835.995605
	Iteration 48Q: 3 clusters Score -344069.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -344073.906250 Penalty: 835.995605
	Iteration 49Q: 3 clusters Score -344073.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -344077.437500 Penalty: 835.995605
	Iteration 50Q: 3 clusters Score -344077.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -344081.531250 Penalty: 835.995605
	Iteration 51Q: 3 clusters Score -344081.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -344084.312500 Penalty: 835.995605
	Iteration 52Q: 3 clusters Score -344084.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -344087.437500 Penalty: 835.995605
	Iteration 53Q: 3 clusters Score -344087.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -344093.531250 Penalty: 835.995605
	Iteration 54Q: 3 clusters Score -344093.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -344098.625000 Penalty: 835.995605
	Iteration 55Q: 3 clusters Score -344098.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -344104.312500 Penalty: 835.995605
	Iteration 56Q: 3 clusters Score -344104.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -344111.312500 Penalty: 835.995605
	Iteration 57Q: 3 clusters Score -344111.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -344117.656250 Penalty: 835.995605
	Iteration 58Q: 3 clusters Score -344117.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -344127.906250 Penalty: 835.995605
	Iteration 59Q: 3 clusters Score -344127.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -344134.968750 Penalty: 835.995605
	Iteration 60F: 3 clusters Score -344135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -344139.687500 Penalty: 835.995605
	Iteration 61Q: 3 clusters Score -344139.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -344147.468750 Penalty: 835.995605
	Iteration 62Q: 3 clusters Score -344147.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -344153.343750 Penalty: 835.995605
	Iteration 63Q: 3 clusters Score -344153.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -344156.218750 Penalty: 835.995605
	Iteration 64Q: 3 clusters Score -344156.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -344159.500000 Penalty: 835.995605
	Iteration 65Q: 3 clusters Score -344159.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -344163.250000 Penalty: 835.995605
	Iteration 66Q: 3 clusters Score -344163.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -344165.812500 Penalty: 835.995605
	Iteration 67Q: 3 clusters Score -344165.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -344167.250000 Penalty: 835.995605
	Iteration 68Q: 3 clusters Score -344167.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -344168.593750 Penalty: 835.995605
	Iteration 69Q: 3 clusters Score -344168.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -344169.875000 Penalty: 835.995605
	Iteration 70Q: 3 clusters Score -344169.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -344170.593750 Penalty: 835.995605
	Iteration 71Q: 3 clusters Score -344170.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -344172.062500 Penalty: 835.995605
	Iteration 72Q: 3 clusters Score -344172.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -344172.062500 Penalty: 835.995605
	Iteration 73F: 3 clusters Score -344172.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Entering Unmasked Estep 
Score: -150638.625000 Penalty: 380.404541
	Iteration 0F: 2 clusters Score -150638.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -147751.296875 Penalty: 760.809082
	Iteration 0F: 3 clusters Score -147751.3 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -149056.968750 Penalty: 760.809082
	Iteration 1F: 3 clusters Score -149057 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -149386.593750 Penalty: 760.809082
	Iteration 2F: 3 clusters Score -149386.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -149640.640625 Penalty: 760.809082
	Iteration 3F: 3 clusters Score -149640.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -149778.921875 Penalty: 760.809082
	Iteration 4Q: 3 clusters Score -149778.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -149856.375000 Penalty: 760.809082
	Iteration 5Q: 3 clusters Score -149856.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -149904.093750 Penalty: 760.809082
	Iteration 6Q: 3 clusters Score -149904.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -149952.265625 Penalty: 760.809082
	Iteration 7Q: 3 clusters Score -149952.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -149991.203125 Penalty: 760.809082
	Iteration 8Q: 3 clusters Score -149991.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -150027.734375 Penalty: 760.809082
	Iteration 9Q: 3 clusters Score -150027.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -150067.312500 Penalty: 760.809082
	Iteration 10Q: 3 clusters Score -150067.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -150110.734375 Penalty: 760.809082
	Iteration 11Q: 3 clusters Score -150110.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -150146.250000 Penalty: 760.809082
	Iteration 12Q: 3 clusters Score -150146.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -150183.046875 Penalty: 760.809082
	Iteration 13Q: 3 clusters Score -150183 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -150220.781250 Penalty: 760.809082
	Iteration 14Q: 3 clusters Score -150220.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -150257.046875 Penalty: 760.809082
	Iteration 15Q: 3 clusters Score -150257 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -150297.734375 Penalty: 760.809082
	Iteration 16Q: 3 clusters Score -150297.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -150319.843750 Penalty: 760.809082
	Iteration 17Q: 3 clusters Score -150319.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -150333.875000 Penalty: 760.809082
	Iteration 18Q: 3 clusters Score -150333.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -150340.343750 Penalty: 760.809082
	Iteration 19Q: 3 clusters Score -150340.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -150351.156250 Penalty: 760.809082
	Iteration 20F: 3 clusters Score -150351.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -150360.390625 Penalty: 760.809082
	Iteration 21Q: 3 clusters Score -150360.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -150369.656250 Penalty: 760.809082
	Iteration 22Q: 3 clusters Score -150369.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -150378.843750 Penalty: 760.809082
	Iteration 23Q: 3 clusters Score -150378.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -150381.765625 Penalty: 760.809082
	Iteration 24Q: 3 clusters Score -150381.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -150385.531250 Penalty: 760.809082
	Iteration 25Q: 3 clusters Score -150385.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -150388.078125 Penalty: 760.809082
	Iteration 26Q: 3 clusters Score -150388.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -150389.078125 Penalty: 760.809082
	Iteration 27Q: 3 clusters Score -150389.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -150389.421875 Penalty: 760.809082
	Iteration 28Q: 3 clusters Score -150389.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -150389.562500 Penalty: 760.809082
	Iteration 29Q: 3 clusters Score -150389.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -150389.562500 Penalty: 760.809082
	Iteration 30F: 3 clusters Score -150389.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Entering Unmasked Estep 
Score: -121407.195312 Penalty: 370.924988
	Iteration 0F: 2 clusters Score -121407.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -119027.429688 Penalty: 741.849976
	Iteration 0F: 3 clusters Score -119027.4 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -119938.968750 Penalty: 741.849976
	Iteration 1F: 3 clusters Score -119939 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -120138.625000 Penalty: 741.849976
	Iteration 2F: 3 clusters Score -120138.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -120384.687500 Penalty: 741.849976
	Iteration 3F: 3 clusters Score -120384.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -120605.617188 Penalty: 741.849976
	Iteration 4F: 3 clusters Score -120605.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -120768.000000 Penalty: 741.849976
	Iteration 5F: 3 clusters Score -120768 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -120873.593750 Penalty: 741.849976
	Iteration 6Q: 3 clusters Score -120873.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -120951.093750 Penalty: 741.849976
	Iteration 7Q: 3 clusters Score -120951.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -121000.562500 Penalty: 741.849976
	Iteration 8Q: 3 clusters Score -121000.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -121044.179688 Penalty: 741.849976
	Iteration 9Q: 3 clusters Score -121044.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -121080.843750 Penalty: 741.849976
	Iteration 10Q: 3 clusters Score -121080.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -121102.476562 Penalty: 741.849976
	Iteration 11Q: 3 clusters Score -121102.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -121121.289062 Penalty: 741.849976
	Iteration 12Q: 3 clusters Score -121121.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -121139.289062 Penalty: 741.849976
	Iteration 13Q: 3 clusters Score -121139.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -121153.570312 Penalty: 741.849976
	Iteration 14Q: 3 clusters Score -121153.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -121163.843750 Penalty: 741.849976
	Iteration 15Q: 3 clusters Score -121163.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -121167.968750 Penalty: 741.849976
	Iteration 16Q: 3 clusters Score -121168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -121169.281250 Penalty: 741.849976
	Iteration 17Q: 3 clusters Score -121169.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -121170.953125 Penalty: 741.849976
	Iteration 18Q: 3 clusters Score -121171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -121172.007812 Penalty: 741.849976
	Iteration 19Q: 3 clusters Score -121172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -121172.664062 Penalty: 741.849976
	Iteration 20F: 3 clusters Score -121172.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -121173.585938 Penalty: 741.849976
	Iteration 21Q: 3 clusters Score -121173.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -121174.882812 Penalty: 741.849976
	Iteration 22Q: 3 clusters Score -121174.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -121175.773438 Penalty: 741.849976
	Iteration 23Q: 3 clusters Score -121175.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -121176.765625 Penalty: 741.849976
	Iteration 24Q: 3 clusters Score -121176.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -121177.085938 Penalty: 741.849976
	Iteration 25Q: 3 clusters Score -121177.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -121177.593750 Penalty: 741.849976
	Iteration 26Q: 3 clusters Score -121177.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -121178.117188 Penalty: 741.849976
	Iteration 27Q: 3 clusters Score -121178.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -121178.390625 Penalty: 741.849976
	Iteration 28Q: 3 clusters Score -121178.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -121178.664062 Penalty: 741.849976
	Iteration 29Q: 3 clusters Score -121178.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -121178.664062 Penalty: 741.849976
	Iteration 30F: 3 clusters Score -121178.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Entering Unmasked Estep 
Score: -584562.375000 Penalty: 439.669708
	Iteration 0F: 2 clusters Score -584562.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -574096.312500 Penalty: 879.339417
	Iteration 0F: 3 clusters Score -574096.3 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -578546.500000 Penalty: 879.339417
	Iteration 1F: 3 clusters Score -578546.5 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -578856.125000 Penalty: 879.339417
	Iteration 2F: 3 clusters Score -578856.1 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -579181.937500 Penalty: 879.339417
	Iteration 3Q: 3 clusters Score -579181.9 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -579542.750000 Penalty: 879.339417
	Iteration 4F: 3 clusters Score -579542.8 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -579895.000000 Penalty: 879.339417
	Iteration 5Q: 3 clusters Score -579895 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -580316.187500 Penalty: 879.339417
	Iteration 6Q: 3 clusters Score -580316.2 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -580788.875000 Penalty: 879.339417
	Iteration 7Q: 3 clusters Score -580788.9 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -581301.250000 Penalty: 879.339417
	Iteration 8Q: 3 clusters Score -581301.2 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -581721.750000 Penalty: 879.339417
	Iteration 9Q: 3 clusters Score -581721.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -582029.812500 Penalty: 879.339417
	Iteration 10Q: 3 clusters Score -582029.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -582308.250000 Penalty: 879.339417
	Iteration 11Q: 3 clusters Score -582308.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -582568.750000 Penalty: 879.339417
	Iteration 12Q: 3 clusters Score -582568.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -582873.187500 Penalty: 879.339417
	Iteration 13Q: 3 clusters Score -582873.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -583203.812500 Penalty: 879.339417
	Iteration 14Q: 3 clusters Score -583203.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -583441.875000 Penalty: 879.339417
	Iteration 15Q: 3 clusters Score -583441.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -583558.812500 Penalty: 879.339417
	Iteration 16Q: 3 clusters Score -583558.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -583636.312500 Penalty: 879.339417
	Iteration 17Q: 3 clusters Score -583636.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -583687.187500 Penalty: 879.339417
	Iteration 18Q: 3 clusters Score -583687.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -583722.187500 Penalty: 879.339417
	Iteration 19Q: 3 clusters Score -583722.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -583751.812500 Penalty: 879.339417
	Iteration 20F: 3 clusters Score -583751.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -583779.125000 Penalty: 879.339417
	Iteration 21Q: 3 clusters Score -583779.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -583804.937500 Penalty: 879.339417
	Iteration 22Q: 3 clusters Score -583804.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -583826.250000 Penalty: 879.339417
	Iteration 23Q: 3 clusters Score -583826.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -583846.812500 Penalty: 879.339417
	Iteration 24Q: 3 clusters Score -583846.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -583868.250000 Penalty: 879.339417
	Iteration 25Q: 3 clusters Score -583868.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -583885.500000 Penalty: 879.339417
	Iteration 26Q: 3 clusters Score -583885.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -583903.875000 Penalty: 879.339417
	Iteration 27Q: 3 clusters Score -583903.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -583923.625000 Penalty: 879.339417
	Iteration 28Q: 3 clusters Score -583923.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -583938.000000 Penalty: 879.339417
	Iteration 29Q: 3 clusters Score -583938 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -583949.937500 Penalty: 879.339417
	Iteration 30Q: 3 clusters Score -583949.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -583965.250000 Penalty: 879.339417
	Iteration 31Q: 3 clusters Score -583965.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -583975.625000 Penalty: 879.339417
	Iteration 32Q: 3 clusters Score -583975.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -583980.125000 Penalty: 879.339417
	Iteration 33Q: 3 clusters Score -583980.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -583987.125000 Penalty: 879.339417
	Iteration 34Q: 3 clusters Score -583987.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -583992.000000 Penalty: 879.339417
	Iteration 35Q: 3 clusters Score -583992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -584000.312500 Penalty: 879.339417
	Iteration 36Q: 3 clusters Score -584000.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -584006.375000 Penalty: 879.339417
	Iteration 37Q: 3 clusters Score -584006.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -584013.875000 Penalty: 879.339417
	Iteration 38Q: 3 clusters Score -584013.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -584021.250000 Penalty: 879.339417
	Iteration 39Q: 3 clusters Score -584021.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -584027.500000 Penalty: 879.339417
	Iteration 40F: 3 clusters Score -584027.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -584034.875000 Penalty: 879.339417
	Iteration 41Q: 3 clusters Score -584034.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -584043.437500 Penalty: 879.339417
	Iteration 42Q: 3 clusters Score -584043.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -584047.000000 Penalty: 879.339417
	Iteration 43Q: 3 clusters Score -584047 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -584054.187500 Penalty: 879.339417
	Iteration 44Q: 3 clusters Score -584054.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -584058.687500 Penalty: 879.339417
	Iteration 45Q: 3 clusters Score -584058.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -584063.812500 Penalty: 879.339417
	Iteration 46Q: 3 clusters Score -584063.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -584069.000000 Penalty: 879.339417
	Iteration 47Q: 3 clusters Score -584069 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -584074.187500 Penalty: 879.339417
	Iteration 48Q: 3 clusters Score -584074.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -584078.125000 Penalty: 879.339417
	Iteration 49Q: 3 clusters Score -584078.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -584080.562500 Penalty: 879.339417
	Iteration 50Q: 3 clusters Score -584080.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -584086.625000 Penalty: 879.339417
	Iteration 51Q: 3 clusters Score -584086.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -584088.500000 Penalty: 879.339417
	Iteration 52Q: 3 clusters Score -584088.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -584087.625000 Penalty: 879.339417
	Iteration 53Q: 3 clusters Score -584087.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -584090.875000 Penalty: 879.339417
	Iteration 54Q: 3 clusters Score -584090.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -584093.937500 Penalty: 879.339417
	Iteration 55Q: 3 clusters Score -584093.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -584094.187500 Penalty: 879.339417
	Iteration 56Q: 3 clusters Score -584094.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -584095.937500 Penalty: 879.339417
	Iteration 57Q: 3 clusters Score -584095.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -584096.937500 Penalty: 879.339417
	Iteration 58Q: 3 clusters Score -584096.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -584096.125000 Penalty: 879.339417
	Iteration 59Q: 3 clusters Score -584096.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -584098.875000 Penalty: 879.339417
	Iteration 60F: 3 clusters Score -584098.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -584100.937500 Penalty: 879.339417
	Iteration 61Q: 3 clusters Score -584100.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -584102.625000 Penalty: 879.339417
	Iteration 62Q: 3 clusters Score -584102.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -584102.437500 Penalty: 879.339417
	Iteration 63Q: 3 clusters Score -584102.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -584105.625000 Penalty: 879.339417
	Iteration 64Q: 3 clusters Score -584105.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -584104.750000 Penalty: 879.339417
	Iteration 65Q: 3 clusters Score -584104.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -584103.437500 Penalty: 879.339417
	Iteration 66Q: 3 clusters Score -584103.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -584105.000000 Penalty: 879.339417
	Iteration 67Q: 3 clusters Score -584105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -584106.625000 Penalty: 879.339417
	Iteration 68Q: 3 clusters Score -584106.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -584107.312500 Penalty: 879.339417
	Iteration 69Q: 3 clusters Score -584107.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -584106.562500 Penalty: 879.339417
	Iteration 70Q: 3 clusters Score -584106.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -584106.125000 Penalty: 879.339417
	Iteration 71Q: 3 clusters Score -584106.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -584106.437500 Penalty: 879.339417
	Iteration 72Q: 3 clusters Score -584106.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -584105.875000 Penalty: 879.339417
	Iteration 73Q: 3 clusters Score -584105.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -584106.000000 Penalty: 879.339417
	Iteration 74Q: 3 clusters Score -584106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -584105.562500 Penalty: 879.339417
	Iteration 75Q: 3 clusters Score -584105.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -584105.750000 Penalty: 879.339417
	Iteration 76Q: 3 clusters Score -584105.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -584107.187500 Penalty: 879.339417
	Iteration 77Q: 3 clusters Score -584107.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -584109.312500 Penalty: 879.339417
	Iteration 78Q: 3 clusters Score -584109.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -584108.437500 Penalty: 879.339417
	Iteration 79Q: 3 clusters Score -584108.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -584107.500000 Penalty: 879.339417
	Iteration 80F: 3 clusters Score -584107.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -584109.062500 Penalty: 879.339417
	Iteration 81Q: 3 clusters Score -584109.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -584110.250000 Penalty: 879.339417
	Iteration 82Q: 3 clusters Score -584110.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -584111.625000 Penalty: 879.339417
	Iteration 83Q: 3 clusters Score -584111.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -584114.500000 Penalty: 879.339417
	Iteration 84Q: 3 clusters Score -584114.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -584116.812500 Penalty: 879.339417
	Iteration 85Q: 3 clusters Score -584116.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -584116.187500 Penalty: 879.339417
	Iteration 86Q: 3 clusters Score -584116.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -584117.250000 Penalty: 879.339417
	Iteration 87Q: 3 clusters Score -584117.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -584118.687500 Penalty: 879.339417
	Iteration 88Q: 3 clusters Score -584118.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -584117.312500 Penalty: 879.339417
	Iteration 89Q: 3 clusters Score -584117.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -584117.625000 Penalty: 879.339417
	Iteration 90Q: 3 clusters Score -584117.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -584118.187500 Penalty: 879.339417
	Iteration 91Q: 3 clusters Score -584118.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -584118.500000 Penalty: 879.339417
	Iteration 92Q: 3 clusters Score -584118.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -584117.500000 Penalty: 879.339417
	Iteration 93Q: 3 clusters Score -584117.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -584116.875000 Penalty: 879.339417
	Iteration 94Q: 3 clusters Score -584116.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -584118.500000 Penalty: 879.339417
	Iteration 95Q: 3 clusters Score -584118.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -584118.687500 Penalty: 879.339417
	Iteration 96Q: 3 clusters Score -584118.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -584117.937500 Penalty: 879.339417
	Iteration 97Q: 3 clusters Score -584117.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -584117.750000 Penalty: 879.339417
	Iteration 98Q: 3 clusters Score -584117.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -584118.687500 Penalty: 879.339417
	Iteration 99Q: 3 clusters Score -584118.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -584119.000000 Penalty: 879.339417
	Iteration 100F: 3 clusters Score -584119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -584119.187500 Penalty: 879.339417
	Iteration 101Q: 3 clusters Score -584119.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -584118.812500 Penalty: 879.339417
	Iteration 102Q: 3 clusters Score -584118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -584119.000000 Penalty: 879.339417
	Iteration 103Q: 3 clusters Score -584119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -584118.750000 Penalty: 879.339417
	Iteration 104Q: 3 clusters Score -584118.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -584118.375000 Penalty: 879.339417
	Iteration 105Q: 3 clusters Score -584118.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -584120.000000 Penalty: 879.339417
	Iteration 106Q: 3 clusters Score -584120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -584121.812500 Penalty: 879.339417
	Iteration 107Q: 3 clusters Score -584121.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -584120.875000 Penalty: 879.339417
	Iteration 108Q: 3 clusters Score -584120.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -584119.437500 Penalty: 879.339417
	Iteration 109Q: 3 clusters Score -584119.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -584120.312500 Penalty: 879.339417
	Iteration 110Q: 3 clusters Score -584120.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -584121.937500 Penalty: 879.339417
	Iteration 111Q: 3 clusters Score -584121.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -584122.000000 Penalty: 879.339417
	Iteration 112Q: 3 clusters Score -584122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -584122.125000 Penalty: 879.339417
	Iteration 113Q: 3 clusters Score -584122.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -584121.875000 Penalty: 879.339417
	Iteration 114Q: 3 clusters Score -584121.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -584121.375000 Penalty: 879.339417
	Iteration 115Q: 3 clusters Score -584121.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -584121.375000 Penalty: 879.339417
	Iteration 116Q: 3 clusters Score -584121.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -584121.562500 Penalty: 879.339417
	Iteration 117Q: 3 clusters Score -584121.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -584121.500000 Penalty: 879.339417
	Iteration 118Q: 3 clusters Score -584121.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -584121.500000 Penalty: 879.339417
	Iteration 119F: 3 clusters Score -584121.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Entering Unmasked Estep 
Score: -46560.648438 Penalty: 328.460388
	Iteration 0F: 2 clusters Score -46560.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -45591.429688 Penalty: 656.920776
	Iteration 0F: 3 clusters Score -45591.43 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -45916.437500 Penalty: 656.920776
	Iteration 1F: 3 clusters Score -45916.44 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -46048.046875 Penalty: 656.920776
	Iteration 2F: 3 clusters Score -46048.05 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -46167.644531 Penalty: 656.920776
	Iteration 3F: 3 clusters Score -46167.64 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -46267.238281 Penalty: 656.920776
	Iteration 4F: 3 clusters Score -46267.24 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -46336.636719 Penalty: 656.920776
	Iteration 5F: 3 clusters Score -46336.64 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -46388.062500 Penalty: 656.920776
	Iteration 6Q: 3 clusters Score -46388.06 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -46408.707031 Penalty: 656.920776
	Iteration 7Q: 3 clusters Score -46408.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -46421.042969 Penalty: 656.920776
	Iteration 8Q: 3 clusters Score -46421.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -46434.417969 Penalty: 656.920776
	Iteration 9Q: 3 clusters Score -46434.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -46445.812500 Penalty: 656.920776
	Iteration 10Q: 3 clusters Score -46445.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -46458.292969 Penalty: 656.920776
	Iteration 11Q: 3 clusters Score -46458.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -46467.632812 Penalty: 656.920776
	Iteration 12Q: 3 clusters Score -46467.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -46471.777344 Penalty: 656.920776
	Iteration 13Q: 3 clusters Score -46471.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -46476.925781 Penalty: 656.920776
	Iteration 14Q: 3 clusters Score -46476.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -46479.968750 Penalty: 656.920776
	Iteration 15Q: 3 clusters Score -46479.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -46481.378906 Penalty: 656.920776
	Iteration 16Q: 3 clusters Score -46481.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -46483.511719 Penalty: 656.920776
	Iteration 17Q: 3 clusters Score -46483.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -46485.050781 Penalty: 656.920776
	Iteration 18Q: 3 clusters Score -46485.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -46486.414062 Penalty: 656.920776
	Iteration 19Q: 3 clusters Score -46486.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -46486.824219 Penalty: 656.920776
	Iteration 20F: 3 clusters Score -46486.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -46487.164062 Penalty: 656.920776
	Iteration 21Q: 3 clusters Score -46487.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -46487.863281 Penalty: 656.920776
	Iteration 22Q: 3 clusters Score -46487.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -46488.039062 Penalty: 656.920776
	Iteration 23Q: 3 clusters Score -46488.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -46488.257812 Penalty: 656.920776
	Iteration 24Q: 3 clusters Score -46488.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -46489.410156 Penalty: 656.920776
	Iteration 25Q: 3 clusters Score -46489.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -46490.875000 Penalty: 656.920776
	Iteration 26Q: 3 clusters Score -46490.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -46493.382812 Penalty: 656.920776
	Iteration 27Q: 3 clusters Score -46493.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -46496.089844 Penalty: 656.920776
	Iteration 28Q: 3 clusters Score -46496.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -46498.160156 Penalty: 656.920776
	Iteration 29Q: 3 clusters Score -46498.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -46500.359375 Penalty: 656.920776
	Iteration 30Q: 3 clusters Score -46500.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -46504.617188 Penalty: 656.920776
	Iteration 31Q: 3 clusters Score -46504.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -46505.132812 Penalty: 656.920776
	Iteration 32Q: 3 clusters Score -46505.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -46505.722656 Penalty: 656.920776
	Iteration 33Q: 3 clusters Score -46505.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -46506.085938 Penalty: 656.920776
	Iteration 34Q: 3 clusters Score -46506.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -46506.312500 Penalty: 656.920776
	Iteration 35Q: 3 clusters Score -46506.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -46507.003906 Penalty: 656.920776
	Iteration 36Q: 3 clusters Score -46507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -46507.144531 Penalty: 656.920776
	Iteration 37Q: 3 clusters Score -46507.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -46507.144531 Penalty: 656.920776
	Iteration 38F: 3 clusters Score -46507.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Entering Unmasked Estep 
Score: -439293.812500 Penalty: 426.689972
	Iteration 0F: 2 clusters Score -439293.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -431376.125000 Penalty: 853.379944
	Iteration 0F: 3 clusters Score -431376.1 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -435064.468750 Penalty: 853.379944
	Iteration 1F: 3 clusters Score -435064.5 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -435844.718750 Penalty: 853.379944
	Iteration 2F: 3 clusters Score -435844.7 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -436791.781250 Penalty: 853.379944
	Iteration 3F: 3 clusters Score -436791.8 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -437528.500000 Penalty: 853.379944
	Iteration 4F: 3 clusters Score -437528.5 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -438057.843750 Penalty: 853.379944
	Iteration 5F: 3 clusters Score -438057.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -438416.562500 Penalty: 853.379944
	Iteration 6Q: 3 clusters Score -438416.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -438630.281250 Penalty: 853.379944
	Iteration 7Q: 3 clusters Score -438630.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -438766.250000 Penalty: 853.379944
	Iteration 8Q: 3 clusters Score -438766.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -438852.750000 Penalty: 853.379944
	Iteration 9Q: 3 clusters Score -438852.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -438899.312500 Penalty: 853.379944
	Iteration 10Q: 3 clusters Score -438899.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -438927.375000 Penalty: 853.379944
	Iteration 11Q: 3 clusters Score -438927.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -438949.562500 Penalty: 853.379944
	Iteration 12Q: 3 clusters Score -438949.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -438952.218750 Penalty: 853.379944
	Iteration 13Q: 3 clusters Score -438952.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -438954.906250 Penalty: 853.379944
	Iteration 14Q: 3 clusters Score -438954.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -438959.312500 Penalty: 853.379944
	Iteration 15Q: 3 clusters Score -438959.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -438962.156250 Penalty: 853.379944
	Iteration 16Q: 3 clusters Score -438962.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -438964.937500 Penalty: 853.379944
	Iteration 17Q: 3 clusters Score -438964.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -438971.187500 Penalty: 853.379944
	Iteration 18Q: 3 clusters Score -438971.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -438973.718750 Penalty: 853.379944
	Iteration 19Q: 3 clusters Score -438973.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -438979.812500 Penalty: 853.379944
	Iteration 20F: 3 clusters Score -438979.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -438985.312500 Penalty: 853.379944
	Iteration 21Q: 3 clusters Score -438985.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -438991.656250 Penalty: 853.379944
	Iteration 22Q: 3 clusters Score -438991.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -438994.656250 Penalty: 853.379944
	Iteration 23Q: 3 clusters Score -438994.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -438998.593750 Penalty: 853.379944
	Iteration 24Q: 3 clusters Score -438998.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -439000.531250 Penalty: 853.379944
	Iteration 25Q: 3 clusters Score -439000.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -439000.437500 Penalty: 853.379944
	Iteration 26Q: 3 clusters Score -439000.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -439000.843750 Penalty: 853.379944
	Iteration 27Q: 3 clusters Score -439000.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -439001.500000 Penalty: 853.379944
	Iteration 28Q: 3 clusters Score -439001.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -439002.843750 Penalty: 853.379944
	Iteration 29Q: 3 clusters Score -439002.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -439006.406250 Penalty: 853.379944
	Iteration 30Q: 3 clusters Score -439006.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -439011.250000 Penalty: 853.379944
	Iteration 31Q: 3 clusters Score -439011.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -439014.343750 Penalty: 853.379944
	Iteration 32Q: 3 clusters Score -439014.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -439015.531250 Penalty: 853.379944
	Iteration 33Q: 3 clusters Score -439015.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -439016.937500 Penalty: 853.379944
	Iteration 34Q: 3 clusters Score -439016.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -439018.968750 Penalty: 853.379944
	Iteration 35Q: 3 clusters Score -439019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -439024.062500 Penalty: 853.379944
	Iteration 36Q: 3 clusters Score -439024.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -439027.562500 Penalty: 853.379944
	Iteration 37Q: 3 clusters Score -439027.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -439031.812500 Penalty: 853.379944
	Iteration 38Q: 3 clusters Score -439031.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -439039.781250 Penalty: 853.379944
	Iteration 39Q: 3 clusters Score -439039.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -439049.656250 Penalty: 853.379944
	Iteration 40F: 3 clusters Score -439049.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -439056.437500 Penalty: 853.379944
	Iteration 41Q: 3 clusters Score -439056.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -439069.531250 Penalty: 853.379944
	Iteration 42Q: 3 clusters Score -439069.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -439076.656250 Penalty: 853.379944
	Iteration 43Q: 3 clusters Score -439076.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -439081.312500 Penalty: 853.379944
	Iteration 44Q: 3 clusters Score -439081.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -439088.250000 Penalty: 853.379944
	Iteration 45Q: 3 clusters Score -439088.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -439093.687500 Penalty: 853.379944
	Iteration 46Q: 3 clusters Score -439093.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -439095.968750 Penalty: 853.379944
	Iteration 47Q: 3 clusters Score -439096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -439100.281250 Penalty: 853.379944
	Iteration 48Q: 3 clusters Score -439100.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -439101.781250 Penalty: 853.379944
	Iteration 49Q: 3 clusters Score -439101.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -439101.781250 Penalty: 853.379944
	Iteration 50F: 3 clusters Score -439101.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Entering Unmasked Estep 
Score: -275270.968750 Penalty: 406.283295
	Iteration 0F: 2 clusters Score -275271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -270205.031250 Penalty: 812.566589
	Iteration 0F: 3 clusters Score -270205 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -272350.281250 Penalty: 812.566589
	Iteration 1F: 3 clusters Score -272350.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -272723.625000 Penalty: 812.566589
	Iteration 2F: 3 clusters Score -272723.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -273234.437500 Penalty: 812.566589
	Iteration 3F: 3 clusters Score -273234.4 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -273782.125000 Penalty: 812.566589
	Iteration 4F: 3 clusters Score -273782.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -274168.906250 Penalty: 812.566589
	Iteration 5F: 3 clusters Score -274168.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -274383.156250 Penalty: 812.566589
	Iteration 6Q: 3 clusters Score -274383.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -274498.281250 Penalty: 812.566589
	Iteration 7Q: 3 clusters Score -274498.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -274564.062500 Penalty: 812.566589
	Iteration 8Q: 3 clusters Score -274564.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -274617.062500 Penalty: 812.566589
	Iteration 9Q: 3 clusters Score -274617.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -274667.468750 Penalty: 812.566589
	Iteration 10Q: 3 clusters Score -274667.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -274713.187500 Penalty: 812.566589
	Iteration 11Q: 3 clusters Score -274713.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -274766.562500 Penalty: 812.566589
	Iteration 12Q: 3 clusters Score -274766.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -274830.187500 Penalty: 812.566589
	Iteration 13Q: 3 clusters Score -274830.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -274880.562500 Penalty: 812.566589
	Iteration 14Q: 3 clusters Score -274880.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -274934.750000 Penalty: 812.566589
	Iteration 15Q: 3 clusters Score -274934.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -274984.843750 Penalty: 812.566589
	Iteration 16Q: 3 clusters Score -274984.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -275031.437500 Penalty: 812.566589
	Iteration 17Q: 3 clusters Score -275031.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -275062.437500 Penalty: 812.566589
	Iteration 18Q: 3 clusters Score -275062.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -275083.281250 Penalty: 812.566589
	Iteration 19Q: 3 clusters Score -275083.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -275103.062500 Penalty: 812.566589
	Iteration 20F: 3 clusters Score -275103.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -275118.312500 Penalty: 812.566589
	Iteration 21Q: 3 clusters Score -275118.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -275129.406250 Penalty: 812.566589
	Iteration 22Q: 3 clusters Score -275129.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -275138.000000 Penalty: 812.566589
	Iteration 23Q: 3 clusters Score -275138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -275152.125000 Penalty: 812.566589
	Iteration 24Q: 3 clusters Score -275152.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -275162.812500 Penalty: 812.566589
	Iteration 25Q: 3 clusters Score -275162.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -275170.406250 Penalty: 812.566589
	Iteration 26Q: 3 clusters Score -275170.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -275176.156250 Penalty: 812.566589
	Iteration 27Q: 3 clusters Score -275176.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -275178.562500 Penalty: 812.566589
	Iteration 28Q: 3 clusters Score -275178.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -275180.750000 Penalty: 812.566589
	Iteration 29Q: 3 clusters Score -275180.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -275182.687500 Penalty: 812.566589
	Iteration 30Q: 3 clusters Score -275182.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -275184.718750 Penalty: 812.566589
	Iteration 31Q: 3 clusters Score -275184.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -275187.125000 Penalty: 812.566589
	Iteration 32Q: 3 clusters Score -275187.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -275190.343750 Penalty: 812.566589
	Iteration 33Q: 3 clusters Score -275190.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -275191.343750 Penalty: 812.566589
	Iteration 34Q: 3 clusters Score -275191.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -275193.781250 Penalty: 812.566589
	Iteration 35Q: 3 clusters Score -275193.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -275195.343750 Penalty: 812.566589
	Iteration 36Q: 3 clusters Score -275195.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -275197.687500 Penalty: 812.566589
	Iteration 37Q: 3 clusters Score -275197.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -275200.281250 Penalty: 812.566589
	Iteration 38Q: 3 clusters Score -275200.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -275204.406250 Penalty: 812.566589
	Iteration 39Q: 3 clusters Score -275204.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -275206.812500 Penalty: 812.566589
	Iteration 40F: 3 clusters Score -275206.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -275209.843750 Penalty: 812.566589
	Iteration 41Q: 3 clusters Score -275209.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -275213.406250 Penalty: 812.566589
	Iteration 42Q: 3 clusters Score -275213.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -275214.718750 Penalty: 812.566589
	Iteration 43Q: 3 clusters Score -275214.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -275215.718750 Penalty: 812.566589
	Iteration 44Q: 3 clusters Score -275215.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -275216.500000 Penalty: 812.566589
	Iteration 45Q: 3 clusters Score -275216.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -275217.000000 Penalty: 812.566589
	Iteration 46Q: 3 clusters Score -275217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -275217.718750 Penalty: 812.566589
	Iteration 47Q: 3 clusters Score -275217.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -275218.593750 Penalty: 812.566589
	Iteration 48Q: 3 clusters Score -275218.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -275219.031250 Penalty: 812.566589
	Iteration 49Q: 3 clusters Score -275219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -275219.625000 Penalty: 812.566589
	Iteration 50Q: 3 clusters Score -275219.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -275219.625000 Penalty: 812.566589
	Iteration 51F: 3 clusters Score -275219.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -17964.853516 Penalty: 296.955536
	Iteration 0F: 2 clusters Score -17964.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -17401.000000 Penalty: 593.911072
	Iteration 0F: 3 clusters Score -17401 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -17641.582031 Penalty: 593.911072
	Iteration 1F: 3 clusters Score -17641.58 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -17724.781250 Penalty: 593.911072
	Iteration 2F: 3 clusters Score -17724.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -17765.544922 Penalty: 593.911072
	Iteration 3Q: 3 clusters Score -17765.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -17785.246094 Penalty: 593.911072
	Iteration 4Q: 3 clusters Score -17785.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -17798.160156 Penalty: 593.911072
	Iteration 5Q: 3 clusters Score -17798.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -17801.392578 Penalty: 593.911072
	Iteration 6Q: 3 clusters Score -17801.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -17803.937500 Penalty: 593.911072
	Iteration 7Q: 3 clusters Score -17803.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -17806.957031 Penalty: 593.911072
	Iteration 8Q: 3 clusters Score -17806.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -17809.824219 Penalty: 593.911072
	Iteration 9Q: 3 clusters Score -17809.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -17813.183594 Penalty: 593.911072
	Iteration 10Q: 3 clusters Score -17813.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -17818.541016 Penalty: 593.911072
	Iteration 11Q: 3 clusters Score -17818.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -17837.578125 Penalty: 593.911072
	Iteration 12Q: 3 clusters Score -17837.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -17863.416016 Penalty: 593.911072
	Iteration 13Q: 3 clusters Score -17863.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -17876.968750 Penalty: 593.911072
	Iteration 14Q: 3 clusters Score -17876.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -17882.316406 Penalty: 593.911072
	Iteration 15Q: 3 clusters Score -17882.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -17888.847656 Penalty: 593.911072
	Iteration 16Q: 3 clusters Score -17888.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -17893.257812 Penalty: 593.911072
	Iteration 17Q: 3 clusters Score -17893.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -17897.566406 Penalty: 593.911072
	Iteration 18Q: 3 clusters Score -17897.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -17898.853516 Penalty: 593.911072
	Iteration 19Q: 3 clusters Score -17898.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -17899.851562 Penalty: 593.911072
	Iteration 20F: 3 clusters Score -17899.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -17900.164062 Penalty: 593.911072
	Iteration 21Q: 3 clusters Score -17900.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -17900.912109 Penalty: 593.911072
	Iteration 22Q: 3 clusters Score -17900.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -17901.335938 Penalty: 593.911072
	Iteration 23Q: 3 clusters Score -17901.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -17901.335938 Penalty: 593.911072
	Iteration 24F: 3 clusters Score -17901.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Entering Unmasked Estep 
Score: -353450.812500 Penalty: 416.946869
	Iteration 0F: 2 clusters Score -353450.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -347032.250000 Penalty: 833.893738
	Iteration 0F: 3 clusters Score -347032.2 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -349825.250000 Penalty: 833.893738
	Iteration 1F: 3 clusters Score -349825.2 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -350297.281250 Penalty: 833.893738
	Iteration 2F: 3 clusters Score -350297.3 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -350910.031250 Penalty: 833.893738
	Iteration 3F: 3 clusters Score -350910 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -351466.750000 Penalty: 833.893738
	Iteration 4F: 3 clusters Score -351466.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -351939.343750 Penalty: 833.893738
	Iteration 5F: 3 clusters Score -351939.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -352248.250000 Penalty: 833.893738
	Iteration 6Q: 3 clusters Score -352248.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -352449.812500 Penalty: 833.893738
	Iteration 7Q: 3 clusters Score -352449.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -352614.218750 Penalty: 833.893738
	Iteration 8Q: 3 clusters Score -352614.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -352777.562500 Penalty: 833.893738
	Iteration 9Q: 3 clusters Score -352777.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -352966.781250 Penalty: 833.893738
	Iteration 10Q: 3 clusters Score -352966.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -353134.062500 Penalty: 833.893738
	Iteration 11Q: 3 clusters Score -353134.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -353197.968750 Penalty: 833.893738
	Iteration 12Q: 3 clusters Score -353198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -353221.968750 Penalty: 833.893738
	Iteration 13Q: 3 clusters Score -353222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -353232.062500 Penalty: 833.893738
	Iteration 14Q: 3 clusters Score -353232.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -353238.031250 Penalty: 833.893738
	Iteration 15Q: 3 clusters Score -353238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -353241.250000 Penalty: 833.893738
	Iteration 16Q: 3 clusters Score -353241.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -353245.093750 Penalty: 833.893738
	Iteration 17Q: 3 clusters Score -353245.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -353250.218750 Penalty: 833.893738
	Iteration 18Q: 3 clusters Score -353250.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -353256.781250 Penalty: 833.893738
	Iteration 19Q: 3 clusters Score -353256.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -353259.968750 Penalty: 833.893738
	Iteration 20F: 3 clusters Score -353260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -353261.125000 Penalty: 833.893738
	Iteration 21Q: 3 clusters Score -353261.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -353263.468750 Penalty: 833.893738
	Iteration 22Q: 3 clusters Score -353263.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -353264.687500 Penalty: 833.893738
	Iteration 23Q: 3 clusters Score -353264.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -353266.187500 Penalty: 833.893738
	Iteration 24Q: 3 clusters Score -353266.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -353266.875000 Penalty: 833.893738
	Iteration 25Q: 3 clusters Score -353266.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -353267.312500 Penalty: 833.893738
	Iteration 26Q: 3 clusters Score -353267.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -353267.750000 Penalty: 833.893738
	Iteration 27Q: 3 clusters Score -353267.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -353267.656250 Penalty: 833.893738
	Iteration 28Q: 3 clusters Score -353267.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -353268.437500 Penalty: 833.893738
	Iteration 29Q: 3 clusters Score -353268.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -353268.906250 Penalty: 833.893738
	Iteration 30Q: 3 clusters Score -353268.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -353268.843750 Penalty: 833.893738
	Iteration 31Q: 3 clusters Score -353268.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -353269.343750 Penalty: 833.893738
	Iteration 32Q: 3 clusters Score -353269.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -353269.968750 Penalty: 833.893738
	Iteration 33Q: 3 clusters Score -353270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -353270.750000 Penalty: 833.893738
	Iteration 34Q: 3 clusters Score -353270.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -353270.750000 Penalty: 833.893738
	Iteration 35Q: 3 clusters Score -353270.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -353271.437500 Penalty: 833.893738
	Iteration 36Q: 3 clusters Score -353271.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -353271.437500 Penalty: 833.893738
	Iteration 37F: 3 clusters Score -353271.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Entering Unmasked Estep 
Score: -46736.640625 Penalty: 332.048462
	Iteration 0F: 2 clusters Score -46736.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -45649.136719 Penalty: 664.096924
	Iteration 0F: 3 clusters Score -45649.14 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -46122.019531 Penalty: 664.096924
	Iteration 1F: 3 clusters Score -46122.02 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -46268.675781 Penalty: 664.096924
	Iteration 2F: 3 clusters Score -46268.68 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -46371.664062 Penalty: 664.096924
	Iteration 3F: 3 clusters Score -46371.66 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -46432.109375 Penalty: 664.096924
	Iteration 4F: 3 clusters Score -46432.11 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -46470.832031 Penalty: 664.096924
	Iteration 5Q: 3 clusters Score -46470.83 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -46525.265625 Penalty: 664.096924
	Iteration 6Q: 3 clusters Score -46525.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -46568.375000 Penalty: 664.096924
	Iteration 7Q: 3 clusters Score -46568.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -46586.976562 Penalty: 664.096924
	Iteration 8Q: 3 clusters Score -46586.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -46599.710938 Penalty: 664.096924
	Iteration 9Q: 3 clusters Score -46599.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -46613.343750 Penalty: 664.096924
	Iteration 10Q: 3 clusters Score -46613.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -46617.316406 Penalty: 664.096924
	Iteration 11Q: 3 clusters Score -46617.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -46620.300781 Penalty: 664.096924
	Iteration 12Q: 3 clusters Score -46620.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -46621.363281 Penalty: 664.096924
	Iteration 13Q: 3 clusters Score -46621.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -46621.402344 Penalty: 664.096924
	Iteration 14Q: 3 clusters Score -46621.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -46621.402344 Penalty: 664.096924
	Iteration 15F: 3 clusters Score -46621.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -124573.093750 Penalty: 369.904297
	Iteration 0F: 2 clusters Score -124573.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -122223.570312 Penalty: 739.808594
	Iteration 0F: 3 clusters Score -122223.6 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -122993.828125 Penalty: 739.808594
	Iteration 1F: 3 clusters Score -122993.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -123079.953125 Penalty: 739.808594
	Iteration 2F: 3 clusters Score -123080 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -123163.898438 Penalty: 739.808594
	Iteration 3F: 3 clusters Score -123163.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -123226.484375 Penalty: 739.808594
	Iteration 4F: 3 clusters Score -123226.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -123290.812500 Penalty: 739.808594
	Iteration 5Q: 3 clusters Score -123290.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -123368.914062 Penalty: 739.808594
	Iteration 6Q: 3 clusters Score -123368.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -123474.726562 Penalty: 739.808594
	Iteration 7F: 3 clusters Score -123474.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -123625.468750 Penalty: 739.808594
	Iteration 8F: 3 clusters Score -123625.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -123788.031250 Penalty: 739.808594
	Iteration 9F: 3 clusters Score -123788 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -123959.007812 Penalty: 739.808594
	Iteration 10F: 3 clusters Score -123959 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -124059.179688 Penalty: 739.808594
	Iteration 11Q: 3 clusters Score -124059.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -124124.828125 Penalty: 739.808594
	Iteration 12Q: 3 clusters Score -124124.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -124168.015625 Penalty: 739.808594
	Iteration 13Q: 3 clusters Score -124168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -124191.968750 Penalty: 739.808594
	Iteration 14Q: 3 clusters Score -124192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -124202.140625 Penalty: 739.808594
	Iteration 15Q: 3 clusters Score -124202.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -124207.710938 Penalty: 739.808594
	Iteration 16Q: 3 clusters Score -124207.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -124211.843750 Penalty: 739.808594
	Iteration 17Q: 3 clusters Score -124211.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -124218.976562 Penalty: 739.808594
	Iteration 18Q: 3 clusters Score -124219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -124225.679688 Penalty: 739.808594
	Iteration 19Q: 3 clusters Score -124225.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -124234.218750 Penalty: 739.808594
	Iteration 20F: 3 clusters Score -124234.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -124240.734375 Penalty: 739.808594
	Iteration 21Q: 3 clusters Score -124240.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -124248.328125 Penalty: 739.808594
	Iteration 22Q: 3 clusters Score -124248.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -124257.601562 Penalty: 739.808594
	Iteration 23Q: 3 clusters Score -124257.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -124261.906250 Penalty: 739.808594
	Iteration 24Q: 3 clusters Score -124261.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -124265.757812 Penalty: 739.808594
	Iteration 25Q: 3 clusters Score -124265.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -124268.820312 Penalty: 739.808594
	Iteration 26Q: 3 clusters Score -124268.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -124271.406250 Penalty: 739.808594
	Iteration 27Q: 3 clusters Score -124271.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -124272.273438 Penalty: 739.808594
	Iteration 28Q: 3 clusters Score -124272.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -124272.523438 Penalty: 739.808594
	Iteration 29Q: 3 clusters Score -124272.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -124272.523438 Penalty: 739.808594
	Iteration 30F: 3 clusters Score -124272.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Entering Unmasked Estep 
Score: -32010.748047 Penalty: 317.508728
	Iteration 0F: 2 clusters Score -32010.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -31145.115234 Penalty: 635.017456
	Iteration 0F: 3 clusters Score -31145.12 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -31455.412109 Penalty: 635.017456
	Iteration 1F: 3 clusters Score -31455.41 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -31518.027344 Penalty: 635.017456
	Iteration 2F: 3 clusters Score -31518.03 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -31567.464844 Penalty: 635.017456
	Iteration 3F: 3 clusters Score -31567.46 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -31622.482422 Penalty: 635.017456
	Iteration 4F: 3 clusters Score -31622.48 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -31667.982422 Penalty: 635.017456
	Iteration 5Q: 3 clusters Score -31667.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31693.289062 Penalty: 635.017456
	Iteration 6Q: 3 clusters Score -31693.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -31711.210938 Penalty: 635.017456
	Iteration 7Q: 3 clusters Score -31711.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31721.150391 Penalty: 635.017456
	Iteration 8Q: 3 clusters Score -31721.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31729.189453 Penalty: 635.017456
	Iteration 9Q: 3 clusters Score -31729.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31736.619141 Penalty: 635.017456
	Iteration 10Q: 3 clusters Score -31736.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31741.542969 Penalty: 635.017456
	Iteration 11Q: 3 clusters Score -31741.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31742.632812 Penalty: 635.017456
	Iteration 12Q: 3 clusters Score -31742.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31746.417969 Penalty: 635.017456
	Iteration 13Q: 3 clusters Score -31746.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31748.521484 Penalty: 635.017456
	Iteration 14Q: 3 clusters Score -31748.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31751.164062 Penalty: 635.017456
	Iteration 15Q: 3 clusters Score -31751.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31751.494141 Penalty: 635.017456
	Iteration 16Q: 3 clusters Score -31751.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31751.494141 Penalty: 635.017456
	Iteration 17F: 3 clusters Score -31751.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Entering Unmasked Estep 
Score: -241897.812500 Penalty: 399.755981
	Iteration 0F: 2 clusters Score -241897.8 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 3263 members 
Entering Unmasked Estep 
Score: -237445.625000 Penalty: 799.511963
	Iteration 0F: 3 clusters Score -237445.6 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -239136.531250 Penalty: 799.511963
	Iteration 1F: 3 clusters Score -239136.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -239278.828125 Penalty: 799.511963
	Iteration 2F: 3 clusters Score -239278.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -239466.218750 Penalty: 799.511963
	Iteration 3F: 3 clusters Score -239466.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -239753.546875 Penalty: 799.511963
	Iteration 4F: 3 clusters Score -239753.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -240099.484375 Penalty: 799.511963
	Iteration 5F: 3 clusters Score -240099.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -240416.828125 Penalty: 799.511963
	Iteration 6F: 3 clusters Score -240416.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -240616.156250 Penalty: 799.511963
	Iteration 7F: 3 clusters Score -240616.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -240678.046875 Penalty: 799.511963
	Iteration 8Q: 3 clusters Score -240678 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -240707.421875 Penalty: 799.511963
	Iteration 9Q: 3 clusters Score -240707.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -240719.015625 Penalty: 799.511963
	Iteration 10Q: 3 clusters Score -240719 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -240729.968750 Penalty: 799.511963
	Iteration 11Q: 3 clusters Score -240730 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -240739.765625 Penalty: 799.511963
	Iteration 12Q: 3 clusters Score -240739.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -240747.031250 Penalty: 799.511963
	Iteration 13Q: 3 clusters Score -240747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -240752.640625 Penalty: 799.511963
	Iteration 14Q: 3 clusters Score -240752.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -240756.875000 Penalty: 799.511963
	Iteration 15Q: 3 clusters Score -240756.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -240757.734375 Penalty: 799.511963
	Iteration 16Q: 3 clusters Score -240757.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -240759.046875 Penalty: 799.511963
	Iteration 17Q: 3 clusters Score -240759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -240761.609375 Penalty: 799.511963
	Iteration 18Q: 3 clusters Score -240761.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -240763.250000 Penalty: 799.511963
	Iteration 19Q: 3 clusters Score -240763.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -240765.343750 Penalty: 799.511963
	Iteration 20F: 3 clusters Score -240765.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -240766.484375 Penalty: 799.511963
	Iteration 21Q: 3 clusters Score -240766.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -240769.265625 Penalty: 799.511963
	Iteration 22Q: 3 clusters Score -240769.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -240774.468750 Penalty: 799.511963
	Iteration 23Q: 3 clusters Score -240774.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -240779.546875 Penalty: 799.511963
	Iteration 24Q: 3 clusters Score -240779.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -240782.093750 Penalty: 799.511963
	Iteration 25Q: 3 clusters Score -240782.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -240785.578125 Penalty: 799.511963
	Iteration 26Q: 3 clusters Score -240785.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -240787.125000 Penalty: 799.511963
	Iteration 27Q: 3 clusters Score -240787.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -240789.375000 Penalty: 799.511963
	Iteration 28Q: 3 clusters Score -240789.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -240792.140625 Penalty: 799.511963
	Iteration 29Q: 3 clusters Score -240792.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -240795.062500 Penalty: 799.511963
	Iteration 30Q: 3 clusters Score -240795.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -240797.593750 Penalty: 799.511963
	Iteration 31Q: 3 clusters Score -240797.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -240799.031250 Penalty: 799.511963
	Iteration 32Q: 3 clusters Score -240799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -240800.375000 Penalty: 799.511963
	Iteration 33Q: 3 clusters Score -240800.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -240801.546875 Penalty: 799.511963
	Iteration 34Q: 3 clusters Score -240801.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -240803.406250 Penalty: 799.511963
	Iteration 35Q: 3 clusters Score -240803.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -240804.718750 Penalty: 799.511963
	Iteration 36Q: 3 clusters Score -240804.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -240805.140625 Penalty: 799.511963
	Iteration 37Q: 3 clusters Score -240805.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -240806.109375 Penalty: 799.511963
	Iteration 38Q: 3 clusters Score -240806.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -240806.843750 Penalty: 799.511963
	Iteration 39Q: 3 clusters Score -240806.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -240807.421875 Penalty: 799.511963
	Iteration 40F: 3 clusters Score -240807.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -240808.390625 Penalty: 799.511963
	Iteration 41Q: 3 clusters Score -240808.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -240809.796875 Penalty: 799.511963
	Iteration 42Q: 3 clusters Score -240809.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -240811.296875 Penalty: 799.511963
	Iteration 43Q: 3 clusters Score -240811.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -240813.843750 Penalty: 799.511963
	Iteration 44Q: 3 clusters Score -240813.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -240815.421875 Penalty: 799.511963
	Iteration 45Q: 3 clusters Score -240815.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -240818.765625 Penalty: 799.511963
	Iteration 46Q: 3 clusters Score -240818.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -240820.875000 Penalty: 799.511963
	Iteration 47Q: 3 clusters Score -240820.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -240824.234375 Penalty: 799.511963
	Iteration 48Q: 3 clusters Score -240824.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -240827.000000 Penalty: 799.511963
	Iteration 49Q: 3 clusters Score -240827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -240830.828125 Penalty: 799.511963
	Iteration 50Q: 3 clusters Score -240830.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -240835.953125 Penalty: 799.511963
	Iteration 51Q: 3 clusters Score -240836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -240840.984375 Penalty: 799.511963
	Iteration 52Q: 3 clusters Score -240841 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -240847.875000 Penalty: 799.511963
	Iteration 53Q: 3 clusters Score -240847.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -240855.640625 Penalty: 799.511963
	Iteration 54Q: 3 clusters Score -240855.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -240869.625000 Penalty: 799.511963
	Iteration 55Q: 3 clusters Score -240869.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -240884.390625 Penalty: 799.511963
	Iteration 56Q: 3 clusters Score -240884.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -240899.421875 Penalty: 799.511963
	Iteration 57Q: 3 clusters Score -240899.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -240919.234375 Penalty: 799.511963
	Iteration 58Q: 3 clusters Score -240919.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -240944.546875 Penalty: 799.511963
	Iteration 59Q: 3 clusters Score -240944.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -240972.140625 Penalty: 799.511963
	Iteration 60F: 3 clusters Score -240972.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -241006.859375 Penalty: 799.511963
	Iteration 61Q: 3 clusters Score -241006.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -241051.984375 Penalty: 799.511963
	Iteration 62Q: 3 clusters Score -241052 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -241099.453125 Penalty: 799.511963
	Iteration 63Q: 3 clusters Score -241099.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -241134.265625 Penalty: 799.511963
	Iteration 64Q: 3 clusters Score -241134.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -241165.015625 Penalty: 799.511963
	Iteration 65Q: 3 clusters Score -241165 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -241203.453125 Penalty: 799.511963
	Iteration 66Q: 3 clusters Score -241203.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -241244.484375 Penalty: 799.511963
	Iteration 67Q: 3 clusters Score -241244.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -241281.031250 Penalty: 799.511963
	Iteration 68Q: 3 clusters Score -241281 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -241304.343750 Penalty: 799.511963
	Iteration 69Q: 3 clusters Score -241304.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -241319.343750 Penalty: 799.511963
	Iteration 70Q: 3 clusters Score -241319.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -241333.515625 Penalty: 799.511963
	Iteration 71Q: 3 clusters Score -241333.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -241346.671875 Penalty: 799.511963
	Iteration 72Q: 3 clusters Score -241346.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -241361.734375 Penalty: 799.511963
	Iteration 73Q: 3 clusters Score -241361.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -241381.953125 Penalty: 799.511963
	Iteration 74Q: 3 clusters Score -241382 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -241393.765625 Penalty: 799.511963
	Iteration 75Q: 3 clusters Score -241393.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -241404.062500 Penalty: 799.511963
	Iteration 76Q: 3 clusters Score -241404.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -241414.796875 Penalty: 799.511963
	Iteration 77Q: 3 clusters Score -241414.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -241421.203125 Penalty: 799.511963
	Iteration 78Q: 3 clusters Score -241421.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -241430.046875 Penalty: 799.511963
	Iteration 79Q: 3 clusters Score -241430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -241439.203125 Penalty: 799.511963
	Iteration 80F: 3 clusters Score -241439.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -241447.828125 Penalty: 799.511963
	Iteration 81Q: 3 clusters Score -241447.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -241458.078125 Penalty: 799.511963
	Iteration 82Q: 3 clusters Score -241458.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -241473.421875 Penalty: 799.511963
	Iteration 83Q: 3 clusters Score -241473.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -241481.546875 Penalty: 799.511963
	Iteration 84Q: 3 clusters Score -241481.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -241494.296875 Penalty: 799.511963
	Iteration 85Q: 3 clusters Score -241494.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -241511.781250 Penalty: 799.511963
	Iteration 86Q: 3 clusters Score -241511.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -241523.265625 Penalty: 799.511963
	Iteration 87Q: 3 clusters Score -241523.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -241532.140625 Penalty: 799.511963
	Iteration 88Q: 3 clusters Score -241532.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -241537.453125 Penalty: 799.511963
	Iteration 89Q: 3 clusters Score -241537.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -241542.500000 Penalty: 799.511963
	Iteration 90Q: 3 clusters Score -241542.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -241545.984375 Penalty: 799.511963
	Iteration 91Q: 3 clusters Score -241546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -241548.187500 Penalty: 799.511963
	Iteration 92Q: 3 clusters Score -241548.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -241548.921875 Penalty: 799.511963
	Iteration 93Q: 3 clusters Score -241548.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -241550.531250 Penalty: 799.511963
	Iteration 94Q: 3 clusters Score -241550.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -241552.625000 Penalty: 799.511963
	Iteration 95Q: 3 clusters Score -241552.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -241554.796875 Penalty: 799.511963
	Iteration 96Q: 3 clusters Score -241554.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -241557.484375 Penalty: 799.511963
	Iteration 97Q: 3 clusters Score -241557.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -241562.265625 Penalty: 799.511963
	Iteration 98Q: 3 clusters Score -241562.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -241566.625000 Penalty: 799.511963
	Iteration 99Q: 3 clusters Score -241566.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -241570.156250 Penalty: 799.511963
	Iteration 100F: 3 clusters Score -241570.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -241571.906250 Penalty: 799.511963
	Iteration 101Q: 3 clusters Score -241571.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -241575.281250 Penalty: 799.511963
	Iteration 102Q: 3 clusters Score -241575.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -241578.750000 Penalty: 799.511963
	Iteration 103Q: 3 clusters Score -241578.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -241581.812500 Penalty: 799.511963
	Iteration 104Q: 3 clusters Score -241581.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -241585.093750 Penalty: 799.511963
	Iteration 105Q: 3 clusters Score -241585.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -241587.062500 Penalty: 799.511963
	Iteration 106Q: 3 clusters Score -241587.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -241588.171875 Penalty: 799.511963
	Iteration 107Q: 3 clusters Score -241588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -241588.312500 Penalty: 799.511963
	Iteration 108Q: 3 clusters Score -241588.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -241589.031250 Penalty: 799.511963
	Iteration 109Q: 3 clusters Score -241589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -241589.515625 Penalty: 799.511963
	Iteration 110Q: 3 clusters Score -241589.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -241589.515625 Penalty: 799.511963
	Iteration 111F: 3 clusters Score -241589.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Entering Unmasked Estep 
Score: -42068.585938 Penalty: 325.570526
	Iteration 0F: 2 clusters Score -42068.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -41045.250000 Penalty: 651.141052
	Iteration 0F: 3 clusters Score -41045.25 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -41359.722656 Penalty: 651.141052
	Iteration 1F: 3 clusters Score -41359.72 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -41423.218750 Penalty: 651.141052
	Iteration 2F: 3 clusters Score -41423.22 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -41459.164062 Penalty: 651.141052
	Iteration 3F: 3 clusters Score -41459.16 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -41492.390625 Penalty: 651.141052
	Iteration 4Q: 3 clusters Score -41492.39 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -41522.496094 Penalty: 651.141052
	Iteration 5Q: 3 clusters Score -41522.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -41545.472656 Penalty: 651.141052
	Iteration 6Q: 3 clusters Score -41545.47 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -41567.621094 Penalty: 651.141052
	Iteration 7Q: 3 clusters Score -41567.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -41602.109375 Penalty: 651.141052
	Iteration 8Q: 3 clusters Score -41602.11 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -41636.410156 Penalty: 651.141052
	Iteration 9Q: 3 clusters Score -41636.41 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -41670.421875 Penalty: 651.141052
	Iteration 10Q: 3 clusters Score -41670.42 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -41712.886719 Penalty: 651.141052
	Iteration 11Q: 3 clusters Score -41712.89 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -41761.722656 Penalty: 651.141052
	Iteration 12Q: 3 clusters Score -41761.72 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -41798.101562 Penalty: 651.141052
	Iteration 13Q: 3 clusters Score -41798.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -41821.816406 Penalty: 651.141052
	Iteration 14Q: 3 clusters Score -41821.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -41840.539062 Penalty: 651.141052
	Iteration 15Q: 3 clusters Score -41840.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -41857.421875 Penalty: 651.141052
	Iteration 16Q: 3 clusters Score -41857.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -41870.933594 Penalty: 651.141052
	Iteration 17Q: 3 clusters Score -41870.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -41880.320312 Penalty: 651.141052
	Iteration 18Q: 3 clusters Score -41880.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -41884.707031 Penalty: 651.141052
	Iteration 19Q: 3 clusters Score -41884.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -41887.230469 Penalty: 651.141052
	Iteration 20F: 3 clusters Score -41887.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -41889.359375 Penalty: 651.141052
	Iteration 21Q: 3 clusters Score -41889.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -41890.343750 Penalty: 651.141052
	Iteration 22Q: 3 clusters Score -41890.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -41891.867188 Penalty: 651.141052
	Iteration 23Q: 3 clusters Score -41891.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -41895.234375 Penalty: 651.141052
	Iteration 24Q: 3 clusters Score -41895.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -41897.929688 Penalty: 651.141052
	Iteration 25Q: 3 clusters Score -41897.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -41901.691406 Penalty: 651.141052
	Iteration 26Q: 3 clusters Score -41901.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -41903.019531 Penalty: 651.141052
	Iteration 27Q: 3 clusters Score -41903.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -41905.386719 Penalty: 651.141052
	Iteration 28Q: 3 clusters Score -41905.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -41907.750000 Penalty: 651.141052
	Iteration 29Q: 3 clusters Score -41907.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -41908.253906 Penalty: 651.141052
	Iteration 30Q: 3 clusters Score -41908.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -41911.289062 Penalty: 651.141052
	Iteration 31Q: 3 clusters Score -41911.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -41913.207031 Penalty: 651.141052
	Iteration 32Q: 3 clusters Score -41913.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -41914.246094 Penalty: 651.141052
	Iteration 33Q: 3 clusters Score -41914.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -41915.226562 Penalty: 651.141052
	Iteration 34Q: 3 clusters Score -41915.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -41915.351562 Penalty: 651.141052
	Iteration 35Q: 3 clusters Score -41915.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -41915.351562 Penalty: 651.141052
	Iteration 36F: 3 clusters Score -41915.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 10425 members 
Mstep: Class 3 contains 7240 members 
Mstep: Class 4 contains 481066 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 562425 members 
Mstep: Class 8 contains 3184 members 
Mstep: Class 9 contains 7223 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 3157 members 
Mstep: Class 12 contains 1030 members 
Mstep: Class 13 contains 7171 members 
Mstep: Class 14 contains 1281 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 4224 members 
Mstep: Class 17 contains 20203 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 12130 members 
Mstep: Class 20 contains 104083 members 
Mstep: Class 21 contains 1100 members 
Mstep: Class 22 contains 12396 members 
Mstep: Class 23 contains 15359 members 
Mstep: Class 24 contains 22660 members 
Mstep: Class 25 contains 9767 members 
Mstep: Class 26 contains 4275 members 
Mstep: Class 27 contains 3471 members 
Mstep: Class 28 contains 15726 members 
Mstep: Class 29 contains 1365 members 
Mstep: Class 30 contains 11823 members 
Mstep: Class 31 contains 7550 members 
Mstep: Class 32 contains 683 members 
Mstep: Class 33 contains 9544 members 
Mstep: Class 34 contains 1477 members 
Mstep: Class 35 contains 3394 members 
Mstep: Class 36 contains 1073 members 
Mstep: Class 37 contains 6541 members 
Mstep: Class 38 contains 1281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375452.000000 Penalty: 25097.408203
Iteration 119Q: 40 clusters Score -5.037545e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 10422 members 
Mstep: Class 3 contains 7247 members 
Mstep: Class 4 contains 480771 members 
Mstep: Class 5 contains 8317 members 
Mstep: Class 6 contains 6947 members 
Mstep: Class 7 contains 562395 members 
Mstep: Class 8 contains 3186 members 
Mstep: Class 9 contains 7247 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 3158 members 
Mstep: Class 12 contains 1032 members 
Mstep: Class 13 contains 7158 members 
Mstep: Class 14 contains 1281 members 
Mstep: Class 15 contains 450 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 20209 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 12398 members 
Mstep: Class 20 contains 104087 members 
Mstep: Class 21 contains 1094 members 
Mstep: Class 22 contains 12379 members 
Mstep: Class 23 contains 15389 members 
Mstep: Class 24 contains 22666 members 
Mstep: Class 25 contains 9762 members 
Mstep: Class 26 contains 4269 members 
Mstep: Class 27 contains 3468 members 
Mstep: Class 28 contains 15738 members 
Mstep: Class 29 contains 1363 members 
Mstep: Class 30 contains 11801 members 
Mstep: Class 31 contains 7550 members 
Mstep: Class 32 contains 687 members 
Mstep: Class 33 contains 9538 members 
Mstep: Class 34 contains 1479 members 
Mstep: Class 35 contains 3413 members 
Mstep: Class 36 contains 1084 members 
Mstep: Class 37 contains 6534 members 
Mstep: Class 38 contains 1305 members 
Mstep: Class 39 contains 1287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375720.000000 Penalty: 25097.408203
Iteration 120F: 40 clusters Score -5.037572e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 10418 members 
Mstep: Class 3 contains 7240 members 
Mstep: Class 4 contains 480594 members 
Mstep: Class 5 contains 8325 members 
Mstep: Class 6 contains 6961 members 
Mstep: Class 7 contains 562383 members 
Mstep: Class 8 contains 3188 members 
Mstep: Class 9 contains 7275 members 
Mstep: Class 10 contains 811 members 
Mstep: Class 11 contains 3159 members 
Mstep: Class 12 contains 1031 members 
Mstep: Class 13 contains 7141 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 450 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20210 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 12499 members 
Mstep: Class 20 contains 104082 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 12382 members 
Mstep: Class 23 contains 15415 members 
Mstep: Class 24 contains 22667 members 
Mstep: Class 25 contains 9761 members 
Mstep: Class 26 contains 4259 members 
Mstep: Class 27 contains 3468 members 
Mstep: Class 28 contains 15757 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 11788 members 
Mstep: Class 31 contains 7540 members 
Mstep: Class 32 contains 696 members 
Mstep: Class 33 contains 9536 members 
Mstep: Class 34 contains 1475 members 
Mstep: Class 35 contains 3435 members 
Mstep: Class 36 contains 1104 members 
Mstep: Class 37 contains 6526 members 
Mstep: Class 38 contains 1287 members 
Mstep: Class 39 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375780.000000 Penalty: 25097.408203
Iteration 121Q: 40 clusters Score -5.037578e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 10415 members 
Mstep: Class 3 contains 7239 members 
Mstep: Class 4 contains 480472 members 
Mstep: Class 5 contains 8333 members 
Mstep: Class 6 contains 6974 members 
Mstep: Class 7 contains 562381 members 
Mstep: Class 8 contains 3182 members 
Mstep: Class 9 contains 7294 members 
Mstep: Class 10 contains 810 members 
Mstep: Class 11 contains 3159 members 
Mstep: Class 12 contains 1034 members 
Mstep: Class 13 contains 7127 members 
Mstep: Class 14 contains 1285 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 4216 members 
Mstep: Class 17 contains 20202 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 12523 members 
Mstep: Class 20 contains 104078 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 12370 members 
Mstep: Class 23 contains 15454 members 
Mstep: Class 24 contains 22667 members 
Mstep: Class 25 contains 9761 members 
Mstep: Class 26 contains 4252 members 
Mstep: Class 27 contains 3466 members 
Mstep: Class 28 contains 15784 members 
Mstep: Class 29 contains 1361 members 
Mstep: Class 30 contains 11778 members 
Mstep: Class 31 contains 7533 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 9535 members 
Mstep: Class 34 contains 1471 members 
Mstep: Class 35 contains 3465 members 
Mstep: Class 36 contains 1118 members 
Mstep: Class 37 contains 6521 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 1360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375776.000000 Penalty: 25097.408203
Iteration 122Q: 40 clusters Score -5.037578e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 10410 members 
Mstep: Class 3 contains 7239 members 
Mstep: Class 4 contains 480398 members 
Mstep: Class 5 contains 8339 members 
Mstep: Class 6 contains 6974 members 
Mstep: Class 7 contains 562378 members 
Mstep: Class 8 contains 3183 members 
Mstep: Class 9 contains 7315 members 
Mstep: Class 10 contains 810 members 
Mstep: Class 11 contains 3160 members 
Mstep: Class 12 contains 1038 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 4213 members 
Mstep: Class 17 contains 20192 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 12541 members 
Mstep: Class 20 contains 104075 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 12360 members 
Mstep: Class 23 contains 15479 members 
Mstep: Class 24 contains 22667 members 
Mstep: Class 25 contains 9755 members 
Mstep: Class 26 contains 4249 members 
Mstep: Class 27 contains 3462 members 
Mstep: Class 28 contains 15802 members 
Mstep: Class 29 contains 1362 members 
Mstep: Class 30 contains 11766 members 
Mstep: Class 31 contains 7532 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 9533 members 
Mstep: Class 34 contains 1466 members 
Mstep: Class 35 contains 3490 members 
Mstep: Class 36 contains 1133 members 
Mstep: Class 37 contains 6512 members 
Mstep: Class 38 contains 1273 members 
Mstep: Class 39 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375868.000000 Penalty: 25097.408203
Iteration 123Q: 40 clusters Score -5.037587e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 10399 members 
Mstep: Class 3 contains 7237 members 
Mstep: Class 4 contains 480350 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 6 contains 6979 members 
Mstep: Class 7 contains 562396 members 
Mstep: Class 8 contains 3182 members 
Mstep: Class 9 contains 7321 members 
Mstep: Class 10 contains 809 members 
Mstep: Class 11 contains 3160 members 
Mstep: Class 12 contains 1042 members 
Mstep: Class 13 contains 7097 members 
Mstep: Class 14 contains 1296 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 4206 members 
Mstep: Class 17 contains 20179 members 
Mstep: Class 18 contains 2028 members 
Mstep: Class 19 contains 12541 members 
Mstep: Class 20 contains 104069 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 12354 members 
Mstep: Class 23 contains 15502 members 
Mstep: Class 24 contains 22671 members 
Mstep: Class 25 contains 9752 members 
Mstep: Class 26 contains 4240 members 
Mstep: Class 27 contains 3464 members 
Mstep: Class 28 contains 15817 members 
Mstep: Class 29 contains 1364 members 
Mstep: Class 30 contains 11752 members 
Mstep: Class 31 contains 7535 members 
Mstep: Class 32 contains 708 members 
Mstep: Class 33 contains 9530 members 
Mstep: Class 34 contains 1460 members 
Mstep: Class 35 contains 3518 members 
Mstep: Class 36 contains 1145 members 
Mstep: Class 37 contains 6504 members 
Mstep: Class 38 contains 1262 members 
Mstep: Class 39 contains 1412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50375976.000000 Penalty: 25097.408203
Iteration 124Q: 40 clusters Score -5.037598e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 10399 members 
Mstep: Class 3 contains 7235 members 
Mstep: Class 4 contains 480311 members 
Mstep: Class 5 contains 8338 members 
Mstep: Class 6 contains 6989 members 
Mstep: Class 7 contains 562382 members 
Mstep: Class 8 contains 3181 members 
Mstep: Class 9 contains 7334 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3159 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 7083 members 
Mstep: Class 14 contains 1306 members 
Mstep: Class 15 contains 448 members 
Mstep: Class 16 contains 4206 members 
Mstep: Class 17 contains 20172 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 12541 members 
Mstep: Class 20 contains 104058 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 12347 members 
Mstep: Class 23 contains 15518 members 
Mstep: Class 24 contains 22674 members 
Mstep: Class 25 contains 9751 members 
Mstep: Class 26 contains 4234 members 
Mstep: Class 27 contains 3462 members 
Mstep: Class 28 contains 15835 members 
Mstep: Class 29 contains 1365 members 
Mstep: Class 30 contains 11745 members 
Mstep: Class 31 contains 7537 members 
Mstep: Class 32 contains 714 members 
Mstep: Class 33 contains 9528 members 
Mstep: Class 34 contains 1452 members 
Mstep: Class 35 contains 3547 members 
Mstep: Class 36 contains 1151 members 
Mstep: Class 37 contains 6502 members 
Mstep: Class 38 contains 1253 members 
Mstep: Class 39 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376004.000000 Penalty: 25097.408203
Iteration 125Q: 40 clusters Score -5.0376e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 10399 members 
Mstep: Class 3 contains 7231 members 
Mstep: Class 4 contains 480270 members 
Mstep: Class 5 contains 8334 members 
Mstep: Class 6 contains 6991 members 
Mstep: Class 7 contains 562376 members 
Mstep: Class 8 contains 3181 members 
Mstep: Class 9 contains 7345 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3161 members 
Mstep: Class 12 contains 1048 members 
Mstep: Class 13 contains 7073 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 4207 members 
Mstep: Class 17 contains 20164 members 
Mstep: Class 18 contains 2026 members 
Mstep: Class 19 contains 12540 members 
Mstep: Class 20 contains 104051 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 12348 members 
Mstep: Class 23 contains 15523 members 
Mstep: Class 24 contains 22673 members 
Mstep: Class 25 contains 9753 members 
Mstep: Class 26 contains 4226 members 
Mstep: Class 27 contains 3460 members 
Mstep: Class 28 contains 15845 members 
Mstep: Class 29 contains 1365 members 
Mstep: Class 30 contains 11738 members 
Mstep: Class 31 contains 7540 members 
Mstep: Class 32 contains 724 members 
Mstep: Class 33 contains 9525 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 3574 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 6500 members 
Mstep: Class 38 contains 1253 members 
Mstep: Class 39 contains 1464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376092.000000 Penalty: 25097.408203
Iteration 126Q: 40 clusters Score -5.037609e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 10402 members 
Mstep: Class 3 contains 7231 members 
Mstep: Class 4 contains 480249 members 
Mstep: Class 5 contains 8332 members 
Mstep: Class 6 contains 6987 members 
Mstep: Class 7 contains 562353 members 
Mstep: Class 8 contains 3177 members 
Mstep: Class 9 contains 7357 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3165 members 
Mstep: Class 12 contains 1049 members 
Mstep: Class 13 contains 7064 members 
Mstep: Class 14 contains 1320 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 4210 members 
Mstep: Class 17 contains 20156 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 12533 members 
Mstep: Class 20 contains 104053 members 
Mstep: Class 21 contains 1074 members 
Mstep: Class 22 contains 12350 members 
Mstep: Class 23 contains 15531 members 
Mstep: Class 24 contains 22681 members 
Mstep: Class 25 contains 9752 members 
Mstep: Class 26 contains 4217 members 
Mstep: Class 27 contains 3454 members 
Mstep: Class 28 contains 15848 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 11734 members 
Mstep: Class 31 contains 7542 members 
Mstep: Class 32 contains 733 members 
Mstep: Class 33 contains 9520 members 
Mstep: Class 34 contains 1426 members 
Mstep: Class 35 contains 3593 members 
Mstep: Class 36 contains 1182 members 
Mstep: Class 37 contains 6493 members 
Mstep: Class 38 contains 1256 members 
Mstep: Class 39 contains 1481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376180.000000 Penalty: 25097.408203
Iteration 127Q: 40 clusters Score -5.037618e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 10414 members 
Mstep: Class 3 contains 7226 members 
Mstep: Class 4 contains 480205 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 6982 members 
Mstep: Class 7 contains 562332 members 
Mstep: Class 8 contains 3175 members 
Mstep: Class 9 contains 7362 members 
Mstep: Class 10 contains 805 members 
Mstep: Class 11 contains 3160 members 
Mstep: Class 12 contains 1053 members 
Mstep: Class 13 contains 7056 members 
Mstep: Class 14 contains 1324 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 4211 members 
Mstep: Class 17 contains 20155 members 
Mstep: Class 18 contains 2029 members 
Mstep: Class 19 contains 12528 members 
Mstep: Class 20 contains 104052 members 
Mstep: Class 21 contains 1074 members 
Mstep: Class 22 contains 12359 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 22689 members 
Mstep: Class 25 contains 9751 members 
Mstep: Class 26 contains 4210 members 
Mstep: Class 27 contains 3451 members 
Mstep: Class 28 contains 15861 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 11734 members 
Mstep: Class 31 contains 7546 members 
Mstep: Class 32 contains 733 members 
Mstep: Class 33 contains 9514 members 
Mstep: Class 34 contains 1427 members 
Mstep: Class 35 contains 3610 members 
Mstep: Class 36 contains 1191 members 
Mstep: Class 37 contains 6481 members 
Mstep: Class 38 contains 1257 members 
Mstep: Class 39 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376372.000000 Penalty: 25097.408203
Iteration 128Q: 40 clusters Score -5.037637e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 10409 members 
Mstep: Class 3 contains 7225 members 
Mstep: Class 4 contains 480184 members 
Mstep: Class 5 contains 8324 members 
Mstep: Class 6 contains 6983 members 
Mstep: Class 7 contains 562307 members 
Mstep: Class 8 contains 3175 members 
Mstep: Class 9 contains 7368 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3156 members 
Mstep: Class 12 contains 1053 members 
Mstep: Class 13 contains 7047 members 
Mstep: Class 14 contains 1326 members 
Mstep: Class 15 contains 464 members 
Mstep: Class 16 contains 4213 members 
Mstep: Class 17 contains 20165 members 
Mstep: Class 18 contains 2032 members 
Mstep: Class 19 contains 12519 members 
Mstep: Class 20 contains 104046 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 12363 members 
Mstep: Class 23 contains 15554 members 
Mstep: Class 24 contains 22698 members 
Mstep: Class 25 contains 9751 members 
Mstep: Class 26 contains 4205 members 
Mstep: Class 27 contains 3444 members 
Mstep: Class 28 contains 15871 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 11735 members 
Mstep: Class 31 contains 7544 members 
Mstep: Class 32 contains 737 members 
Mstep: Class 33 contains 9505 members 
Mstep: Class 34 contains 1433 members 
Mstep: Class 35 contains 3627 members 
Mstep: Class 36 contains 1204 members 
Mstep: Class 37 contains 6464 members 
Mstep: Class 38 contains 1256 members 
Mstep: Class 39 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376300.000000 Penalty: 25097.408203
Iteration 129Q: 40 clusters Score -5.03763e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 10406 members 
Mstep: Class 3 contains 7226 members 
Mstep: Class 4 contains 480158 members 
Mstep: Class 5 contains 8323 members 
Mstep: Class 6 contains 6979 members 
Mstep: Class 7 contains 562296 members 
Mstep: Class 8 contains 3175 members 
Mstep: Class 9 contains 7384 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3156 members 
Mstep: Class 12 contains 1054 members 
Mstep: Class 13 contains 7038 members 
Mstep: Class 14 contains 1329 members 
Mstep: Class 15 contains 469 members 
Mstep: Class 16 contains 4214 members 
Mstep: Class 17 contains 20166 members 
Mstep: Class 18 contains 2034 members 
Mstep: Class 19 contains 12510 members 
Mstep: Class 20 contains 104044 members 
Mstep: Class 21 contains 1069 members 
Mstep: Class 22 contains 12373 members 
Mstep: Class 23 contains 15567 members 
Mstep: Class 24 contains 22703 members 
Mstep: Class 25 contains 9749 members 
Mstep: Class 26 contains 4195 members 
Mstep: Class 27 contains 3437 members 
Mstep: Class 28 contains 15880 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 11732 members 
Mstep: Class 31 contains 7542 members 
Mstep: Class 32 contains 735 members 
Mstep: Class 33 contains 9505 members 
Mstep: Class 34 contains 1430 members 
Mstep: Class 35 contains 3640 members 
Mstep: Class 36 contains 1222 members 
Mstep: Class 37 contains 6452 members 
Mstep: Class 38 contains 1253 members 
Mstep: Class 39 contains 1535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376252.000000 Penalty: 25097.408203
Iteration 130Q: 40 clusters Score -5.037625e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 7224 members 
Mstep: Class 4 contains 480141 members 
Mstep: Class 5 contains 8321 members 
Mstep: Class 6 contains 6976 members 
Mstep: Class 7 contains 562296 members 
Mstep: Class 8 contains 3175 members 
Mstep: Class 9 contains 7393 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3160 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 7033 members 
Mstep: Class 14 contains 1334 members 
Mstep: Class 15 contains 469 members 
Mstep: Class 16 contains 4213 members 
Mstep: Class 17 contains 20162 members 
Mstep: Class 18 contains 2039 members 
Mstep: Class 19 contains 12501 members 
Mstep: Class 20 contains 104045 members 
Mstep: Class 21 contains 1064 members 
Mstep: Class 22 contains 12386 members 
Mstep: Class 23 contains 15582 members 
Mstep: Class 24 contains 22704 members 
Mstep: Class 25 contains 9747 members 
Mstep: Class 26 contains 4183 members 
Mstep: Class 27 contains 3435 members 
Mstep: Class 28 contains 15886 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 7547 members 
Mstep: Class 32 contains 733 members 
Mstep: Class 33 contains 9501 members 
Mstep: Class 34 contains 1428 members 
Mstep: Class 35 contains 3644 members 
Mstep: Class 36 contains 1239 members 
Mstep: Class 37 contains 6440 members 
Mstep: Class 38 contains 1247 members 
Mstep: Class 39 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376284.000000 Penalty: 25097.408203
Iteration 131Q: 40 clusters Score -5.037628e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 10388 members 
Mstep: Class 3 contains 7224 members 
Mstep: Class 4 contains 480117 members 
Mstep: Class 5 contains 8321 members 
Mstep: Class 6 contains 6976 members 
Mstep: Class 7 contains 562288 members 
Mstep: Class 8 contains 3178 members 
Mstep: Class 9 contains 7402 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3161 members 
Mstep: Class 12 contains 1058 members 
Mstep: Class 13 contains 7032 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 470 members 
Mstep: Class 16 contains 4214 members 
Mstep: Class 17 contains 20166 members 
Mstep: Class 18 contains 2041 members 
Mstep: Class 19 contains 12494 members 
Mstep: Class 20 contains 104046 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 12396 members 
Mstep: Class 23 contains 15595 members 
Mstep: Class 24 contains 22704 members 
Mstep: Class 25 contains 9742 members 
Mstep: Class 26 contains 4169 members 
Mstep: Class 27 contains 3431 members 
Mstep: Class 28 contains 15894 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 11734 members 
Mstep: Class 31 contains 7552 members 
Mstep: Class 32 contains 734 members 
Mstep: Class 33 contains 9501 members 
Mstep: Class 34 contains 1426 members 
Mstep: Class 35 contains 3652 members 
Mstep: Class 36 contains 1254 members 
Mstep: Class 37 contains 6431 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 1560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376312.000000 Penalty: 25097.408203
Iteration 132Q: 40 clusters Score -5.037631e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 10379 members 
Mstep: Class 3 contains 7224 members 
Mstep: Class 4 contains 480094 members 
Mstep: Class 5 contains 8318 members 
Mstep: Class 6 contains 6977 members 
Mstep: Class 7 contains 562288 members 
Mstep: Class 8 contains 3179 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3163 members 
Mstep: Class 12 contains 1058 members 
Mstep: Class 13 contains 7033 members 
Mstep: Class 14 contains 1343 members 
Mstep: Class 15 contains 470 members 
Mstep: Class 16 contains 4215 members 
Mstep: Class 17 contains 20176 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 12492 members 
Mstep: Class 20 contains 104046 members 
Mstep: Class 21 contains 1050 members 
Mstep: Class 22 contains 12401 members 
Mstep: Class 23 contains 15594 members 
Mstep: Class 24 contains 22699 members 
Mstep: Class 25 contains 9736 members 
Mstep: Class 26 contains 4159 members 
Mstep: Class 27 contains 3428 members 
Mstep: Class 28 contains 15898 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 11731 members 
Mstep: Class 31 contains 7555 members 
Mstep: Class 32 contains 734 members 
Mstep: Class 33 contains 9501 members 
Mstep: Class 34 contains 1423 members 
Mstep: Class 35 contains 3662 members 
Mstep: Class 36 contains 1264 members 
Mstep: Class 37 contains 6429 members 
Mstep: Class 38 contains 1241 members 
Mstep: Class 39 contains 1569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376292.000000 Penalty: 25097.408203
Iteration 133Q: 40 clusters Score -5.037629e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 10372 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 480093 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 6980 members 
Mstep: Class 7 contains 562279 members 
Mstep: Class 8 contains 3182 members 
Mstep: Class 9 contains 7419 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3164 members 
Mstep: Class 12 contains 1058 members 
Mstep: Class 13 contains 7032 members 
Mstep: Class 14 contains 1346 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 4216 members 
Mstep: Class 17 contains 20182 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 12488 members 
Mstep: Class 20 contains 104048 members 
Mstep: Class 21 contains 1044 members 
Mstep: Class 22 contains 12396 members 
Mstep: Class 23 contains 15598 members 
Mstep: Class 24 contains 22692 members 
Mstep: Class 25 contains 9728 members 
Mstep: Class 26 contains 4154 members 
Mstep: Class 27 contains 3420 members 
Mstep: Class 28 contains 15905 members 
Mstep: Class 29 contains 1369 members 
Mstep: Class 30 contains 11724 members 
Mstep: Class 31 contains 7564 members 
Mstep: Class 32 contains 730 members 
Mstep: Class 33 contains 9499 members 
Mstep: Class 34 contains 1421 members 
Mstep: Class 35 contains 3672 members 
Mstep: Class 36 contains 1280 members 
Mstep: Class 37 contains 6423 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 1575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376372.000000 Penalty: 25097.408203
Iteration 134Q: 40 clusters Score -5.037637e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 10367 members 
Mstep: Class 3 contains 7224 members 
Mstep: Class 4 contains 480093 members 
Mstep: Class 5 contains 8311 members 
Mstep: Class 6 contains 6978 members 
Mstep: Class 7 contains 562277 members 
Mstep: Class 8 contains 3181 members 
Mstep: Class 9 contains 7427 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3164 members 
Mstep: Class 12 contains 1059 members 
Mstep: Class 13 contains 7030 members 
Mstep: Class 14 contains 1350 members 
Mstep: Class 15 contains 475 members 
Mstep: Class 16 contains 4216 members 
Mstep: Class 17 contains 20186 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 12474 members 
Mstep: Class 20 contains 104045 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 12399 members 
Mstep: Class 23 contains 15607 members 
Mstep: Class 24 contains 22688 members 
Mstep: Class 25 contains 9728 members 
Mstep: Class 26 contains 4149 members 
Mstep: Class 27 contains 3414 members 
Mstep: Class 28 contains 15910 members 
Mstep: Class 29 contains 1376 members 
Mstep: Class 30 contains 11721 members 
Mstep: Class 31 contains 7570 members 
Mstep: Class 32 contains 728 members 
Mstep: Class 33 contains 9497 members 
Mstep: Class 34 contains 1420 members 
Mstep: Class 35 contains 3682 members 
Mstep: Class 36 contains 1289 members 
Mstep: Class 37 contains 6416 members 
Mstep: Class 38 contains 1242 members 
Mstep: Class 39 contains 1585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376404.000000 Penalty: 25097.408203
Iteration 135Q: 40 clusters Score -5.03764e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 10358 members 
Mstep: Class 3 contains 7225 members 
Mstep: Class 4 contains 480085 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 6977 members 
Mstep: Class 7 contains 562278 members 
Mstep: Class 8 contains 3181 members 
Mstep: Class 9 contains 7430 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3165 members 
Mstep: Class 12 contains 1059 members 
Mstep: Class 13 contains 7027 members 
Mstep: Class 14 contains 1352 members 
Mstep: Class 15 contains 476 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 20188 members 
Mstep: Class 18 contains 2041 members 
Mstep: Class 19 contains 12460 members 
Mstep: Class 20 contains 104035 members 
Mstep: Class 21 contains 1032 members 
Mstep: Class 22 contains 12404 members 
Mstep: Class 23 contains 15614 members 
Mstep: Class 24 contains 22686 members 
Mstep: Class 25 contains 9729 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 3415 members 
Mstep: Class 28 contains 15917 members 
Mstep: Class 29 contains 1378 members 
Mstep: Class 30 contains 11714 members 
Mstep: Class 31 contains 7576 members 
Mstep: Class 32 contains 728 members 
Mstep: Class 33 contains 9500 members 
Mstep: Class 34 contains 1416 members 
Mstep: Class 35 contains 3689 members 
Mstep: Class 36 contains 1298 members 
Mstep: Class 37 contains 6413 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376440.000000 Penalty: 25097.408203
Iteration 136Q: 40 clusters Score -5.037644e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 10349 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 480081 members 
Mstep: Class 5 contains 8311 members 
Mstep: Class 6 contains 6982 members 
Mstep: Class 7 contains 562281 members 
Mstep: Class 8 contains 3180 members 
Mstep: Class 9 contains 7432 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 1060 members 
Mstep: Class 13 contains 7023 members 
Mstep: Class 14 contains 1353 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 20192 members 
Mstep: Class 18 contains 2041 members 
Mstep: Class 19 contains 12448 members 
Mstep: Class 20 contains 104026 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 12409 members 
Mstep: Class 23 contains 15620 members 
Mstep: Class 24 contains 22677 members 
Mstep: Class 25 contains 9723 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 3415 members 
Mstep: Class 28 contains 15922 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 11714 members 
Mstep: Class 31 contains 7578 members 
Mstep: Class 32 contains 729 members 
Mstep: Class 33 contains 9502 members 
Mstep: Class 34 contains 1413 members 
Mstep: Class 35 contains 3693 members 
Mstep: Class 36 contains 1306 members 
Mstep: Class 37 contains 6413 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376416.000000 Penalty: 25097.408203
Iteration 137Q: 40 clusters Score -5.037642e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 10345 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 480078 members 
Mstep: Class 5 contains 8310 members 
Mstep: Class 6 contains 6983 members 
Mstep: Class 7 contains 562276 members 
Mstep: Class 8 contains 3180 members 
Mstep: Class 9 contains 7431 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 7021 members 
Mstep: Class 14 contains 1353 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 20198 members 
Mstep: Class 18 contains 2040 members 
Mstep: Class 19 contains 12437 members 
Mstep: Class 20 contains 104023 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 12410 members 
Mstep: Class 23 contains 15627 members 
Mstep: Class 24 contains 22671 members 
Mstep: Class 25 contains 9716 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 3415 members 
Mstep: Class 28 contains 15931 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 11716 members 
Mstep: Class 31 contains 7580 members 
Mstep: Class 32 contains 729 members 
Mstep: Class 33 contains 9502 members 
Mstep: Class 34 contains 1413 members 
Mstep: Class 35 contains 3697 members 
Mstep: Class 36 contains 1308 members 
Mstep: Class 37 contains 6412 members 
Mstep: Class 38 contains 1242 members 
Mstep: Class 39 contains 1623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376440.000000 Penalty: 25097.408203
Iteration 138Q: 40 clusters Score -5.037644e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 10335 members 
Mstep: Class 3 contains 7224 members 
Mstep: Class 4 contains 480075 members 
Mstep: Class 5 contains 8310 members 
Mstep: Class 6 contains 6981 members 
Mstep: Class 7 contains 562278 members 
Mstep: Class 8 contains 3180 members 
Mstep: Class 9 contains 7435 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 7017 members 
Mstep: Class 14 contains 1353 members 
Mstep: Class 15 contains 484 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 20197 members 
Mstep: Class 18 contains 2039 members 
Mstep: Class 19 contains 12428 members 
Mstep: Class 20 contains 104019 members 
Mstep: Class 21 contains 1020 members 
Mstep: Class 22 contains 12411 members 
Mstep: Class 23 contains 15638 members 
Mstep: Class 24 contains 22671 members 
Mstep: Class 25 contains 9710 members 
Mstep: Class 26 contains 4143 members 
Mstep: Class 27 contains 3414 members 
Mstep: Class 28 contains 15942 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 11711 members 
Mstep: Class 31 contains 7582 members 
Mstep: Class 32 contains 729 members 
Mstep: Class 33 contains 9502 members 
Mstep: Class 34 contains 1413 members 
Mstep: Class 35 contains 3699 members 
Mstep: Class 36 contains 1315 members 
Mstep: Class 37 contains 6411 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 1633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376452.000000 Penalty: 25097.408203
Iteration 139Q: 40 clusters Score -5.037645e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 7225 members 
Mstep: Class 4 contains 480075 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6980 members 
Mstep: Class 7 contains 562283 members 
Mstep: Class 8 contains 3179 members 
Mstep: Class 9 contains 7436 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 7013 members 
Mstep: Class 14 contains 1354 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 20197 members 
Mstep: Class 18 contains 2038 members 
Mstep: Class 19 contains 12422 members 
Mstep: Class 20 contains 104017 members 
Mstep: Class 21 contains 1014 members 
Mstep: Class 22 contains 12409 members 
Mstep: Class 23 contains 15645 members 
Mstep: Class 24 contains 22670 members 
Mstep: Class 25 contains 9707 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 3413 members 
Mstep: Class 28 contains 15955 members 
Mstep: Class 29 contains 1393 members 
Mstep: Class 30 contains 11709 members 
Mstep: Class 31 contains 7584 members 
Mstep: Class 32 contains 731 members 
Mstep: Class 33 contains 9502 members 
Mstep: Class 34 contains 1413 members 
Mstep: Class 35 contains 3700 members 
Mstep: Class 36 contains 1318 members 
Mstep: Class 37 contains 6408 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 1640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376524.000000 Penalty: 25097.408203
Iteration 140F: 40 clusters Score -5.037652e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 7221 members 
Mstep: Class 4 contains 480073 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6979 members 
Mstep: Class 7 contains 562281 members 
Mstep: Class 8 contains 3179 members 
Mstep: Class 9 contains 7438 members 
Mstep: Class 10 contains 805 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 7012 members 
Mstep: Class 14 contains 1355 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 20196 members 
Mstep: Class 18 contains 2037 members 
Mstep: Class 19 contains 12419 members 
Mstep: Class 20 contains 104014 members 
Mstep: Class 21 contains 1012 members 
Mstep: Class 22 contains 12409 members 
Mstep: Class 23 contains 15647 members 
Mstep: Class 24 contains 22668 members 
Mstep: Class 25 contains 9701 members 
Mstep: Class 26 contains 4140 members 
Mstep: Class 27 contains 3411 members 
Mstep: Class 28 contains 15967 members 
Mstep: Class 29 contains 1393 members 
Mstep: Class 30 contains 11710 members 
Mstep: Class 31 contains 7593 members 
Mstep: Class 32 contains 731 members 
Mstep: Class 33 contains 9502 members 
Mstep: Class 34 contains 1413 members 
Mstep: Class 35 contains 3701 members 
Mstep: Class 36 contains 1332 members 
Mstep: Class 37 contains 6409 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 1645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376524.000000 Penalty: 25097.408203
Iteration 141Q: 40 clusters Score -5.037652e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 10309 members 
Mstep: Class 3 contains 7218 members 
Mstep: Class 4 contains 480063 members 
Mstep: Class 5 contains 8310 members 
Mstep: Class 6 contains 6981 members 
Mstep: Class 7 contains 562264 members 
Mstep: Class 8 contains 3180 members 
Mstep: Class 9 contains 7444 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 1060 members 
Mstep: Class 13 contains 7007 members 
Mstep: Class 14 contains 1356 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 20195 members 
Mstep: Class 18 contains 2036 members 
Mstep: Class 19 contains 12422 members 
Mstep: Class 20 contains 104012 members 
Mstep: Class 21 contains 1011 members 
Mstep: Class 22 contains 12408 members 
Mstep: Class 23 contains 15649 members 
Mstep: Class 24 contains 22666 members 
Mstep: Class 25 contains 9698 members 
Mstep: Class 26 contains 4140 members 
Mstep: Class 27 contains 3409 members 
Mstep: Class 28 contains 15973 members 
Mstep: Class 29 contains 1396 members 
Mstep: Class 30 contains 11711 members 
Mstep: Class 31 contains 7600 members 
Mstep: Class 32 contains 732 members 
Mstep: Class 33 contains 9502 members 
Mstep: Class 34 contains 1413 members 
Mstep: Class 35 contains 3703 members 
Mstep: Class 36 contains 1348 members 
Mstep: Class 37 contains 6410 members 
Mstep: Class 38 contains 1245 members 
Mstep: Class 39 contains 1650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376548.000000 Penalty: 25097.408203
Iteration 142Q: 40 clusters Score -5.037655e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 10306 members 
Mstep: Class 3 contains 7215 members 
Mstep: Class 4 contains 480063 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6975 members 
Mstep: Class 7 contains 562251 members 
Mstep: Class 8 contains 3180 members 
Mstep: Class 9 contains 7449 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 1060 members 
Mstep: Class 13 contains 7003 members 
Mstep: Class 14 contains 1356 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 20200 members 
Mstep: Class 18 contains 2033 members 
Mstep: Class 19 contains 12421 members 
Mstep: Class 20 contains 104009 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 12408 members 
Mstep: Class 23 contains 15651 members 
Mstep: Class 24 contains 22662 members 
Mstep: Class 25 contains 9693 members 
Mstep: Class 26 contains 4142 members 
Mstep: Class 27 contains 3404 members 
Mstep: Class 28 contains 15972 members 
Mstep: Class 29 contains 1400 members 
Mstep: Class 30 contains 11712 members 
Mstep: Class 31 contains 7604 members 
Mstep: Class 32 contains 733 members 
Mstep: Class 33 contains 9502 members 
Mstep: Class 34 contains 1412 members 
Mstep: Class 35 contains 3703 members 
Mstep: Class 36 contains 1380 members 
Mstep: Class 37 contains 6410 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 1656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376600.000000 Penalty: 25097.408203
Iteration 143Q: 40 clusters Score -5.03766e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 10299 members 
Mstep: Class 3 contains 7212 members 
Mstep: Class 4 contains 480055 members 
Mstep: Class 5 contains 8311 members 
Mstep: Class 6 contains 6974 members 
Mstep: Class 7 contains 562249 members 
Mstep: Class 8 contains 3180 members 
Mstep: Class 9 contains 7454 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 6997 members 
Mstep: Class 14 contains 1357 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 20203 members 
Mstep: Class 18 contains 2032 members 
Mstep: Class 19 contains 12424 members 
Mstep: Class 20 contains 104002 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 12406 members 
Mstep: Class 23 contains 15654 members 
Mstep: Class 24 contains 22654 members 
Mstep: Class 25 contains 9687 members 
Mstep: Class 26 contains 4142 members 
Mstep: Class 27 contains 3402 members 
Mstep: Class 28 contains 15977 members 
Mstep: Class 29 contains 1405 members 
Mstep: Class 30 contains 11714 members 
Mstep: Class 31 contains 7609 members 
Mstep: Class 32 contains 732 members 
Mstep: Class 33 contains 9502 members 
Mstep: Class 34 contains 1411 members 
Mstep: Class 35 contains 3705 members 
Mstep: Class 36 contains 1402 members 
Mstep: Class 37 contains 6411 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 1659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376524.000000 Penalty: 25097.408203
Iteration 144Q: 40 clusters Score -5.037652e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 10292 members 
Mstep: Class 3 contains 7211 members 
Mstep: Class 4 contains 480043 members 
Mstep: Class 5 contains 8310 members 
Mstep: Class 6 contains 6976 members 
Mstep: Class 7 contains 562246 members 
Mstep: Class 8 contains 3182 members 
Mstep: Class 9 contains 7460 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 3174 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 6992 members 
Mstep: Class 14 contains 1358 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 20209 members 
Mstep: Class 18 contains 2030 members 
Mstep: Class 19 contains 12424 members 
Mstep: Class 20 contains 104001 members 
Mstep: Class 21 contains 998 members 
Mstep: Class 22 contains 12404 members 
Mstep: Class 23 contains 15656 members 
Mstep: Class 24 contains 22644 members 
Mstep: Class 25 contains 9677 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 3393 members 
Mstep: Class 28 contains 15987 members 
Mstep: Class 29 contains 1412 members 
Mstep: Class 30 contains 11715 members 
Mstep: Class 31 contains 7613 members 
Mstep: Class 32 contains 729 members 
Mstep: Class 33 contains 9501 members 
Mstep: Class 34 contains 1410 members 
Mstep: Class 35 contains 3709 members 
Mstep: Class 36 contains 1427 members 
Mstep: Class 37 contains 6412 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 1662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376512.000000 Penalty: 25097.408203
Iteration 145Q: 40 clusters Score -5.037651e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 10285 members 
Mstep: Class 3 contains 7213 members 
Mstep: Class 4 contains 480024 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6979 members 
Mstep: Class 7 contains 562240 members 
Mstep: Class 8 contains 3181 members 
Mstep: Class 9 contains 7460 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 1060 members 
Mstep: Class 13 contains 6987 members 
Mstep: Class 14 contains 1360 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 4224 members 
Mstep: Class 17 contains 20211 members 
Mstep: Class 18 contains 2030 members 
Mstep: Class 19 contains 12425 members 
Mstep: Class 20 contains 103997 members 
Mstep: Class 21 contains 998 members 
Mstep: Class 22 contains 12407 members 
Mstep: Class 23 contains 15660 members 
Mstep: Class 24 contains 22644 members 
Mstep: Class 25 contains 9678 members 
Mstep: Class 26 contains 4138 members 
Mstep: Class 27 contains 3391 members 
Mstep: Class 28 contains 15991 members 
Mstep: Class 29 contains 1414 members 
Mstep: Class 30 contains 11717 members 
Mstep: Class 31 contains 7618 members 
Mstep: Class 32 contains 728 members 
Mstep: Class 33 contains 9501 members 
Mstep: Class 34 contains 1411 members 
Mstep: Class 35 contains 3710 members 
Mstep: Class 36 contains 1440 members 
Mstep: Class 37 contains 6414 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376488.000000 Penalty: 25097.408203
Iteration 146Q: 40 clusters Score -5.037649e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 10283 members 
Mstep: Class 3 contains 7213 members 
Mstep: Class 4 contains 480024 members 
Mstep: Class 5 contains 8310 members 
Mstep: Class 6 contains 6978 members 
Mstep: Class 7 contains 562226 members 
Mstep: Class 8 contains 3182 members 
Mstep: Class 9 contains 7463 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 3174 members 
Mstep: Class 12 contains 1062 members 
Mstep: Class 13 contains 6981 members 
Mstep: Class 14 contains 1360 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 4224 members 
Mstep: Class 17 contains 20216 members 
Mstep: Class 18 contains 2028 members 
Mstep: Class 19 contains 12426 members 
Mstep: Class 20 contains 103997 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 12407 members 
Mstep: Class 23 contains 15665 members 
Mstep: Class 24 contains 22644 members 
Mstep: Class 25 contains 9677 members 
Mstep: Class 26 contains 4137 members 
Mstep: Class 27 contains 3388 members 
Mstep: Class 28 contains 15994 members 
Mstep: Class 29 contains 1417 members 
Mstep: Class 30 contains 11719 members 
Mstep: Class 31 contains 7623 members 
Mstep: Class 32 contains 727 members 
Mstep: Class 33 contains 9501 members 
Mstep: Class 34 contains 1409 members 
Mstep: Class 35 contains 3708 members 
Mstep: Class 36 contains 1448 members 
Mstep: Class 37 contains 6413 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376496.000000 Penalty: 25097.408203
Iteration 147Q: 40 clusters Score -5.03765e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 10276 members 
Mstep: Class 3 contains 7212 members 
Mstep: Class 4 contains 480021 members 
Mstep: Class 5 contains 8311 members 
Mstep: Class 6 contains 6978 members 
Mstep: Class 7 contains 562218 members 
Mstep: Class 8 contains 3180 members 
Mstep: Class 9 contains 7466 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 1063 members 
Mstep: Class 13 contains 6977 members 
Mstep: Class 14 contains 1360 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 20219 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 12424 members 
Mstep: Class 20 contains 103990 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 22 contains 12409 members 
Mstep: Class 23 contains 15672 members 
Mstep: Class 24 contains 22648 members 
Mstep: Class 25 contains 9675 members 
Mstep: Class 26 contains 4137 members 
Mstep: Class 27 contains 3385 members 
Mstep: Class 28 contains 15999 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 11722 members 
Mstep: Class 31 contains 7626 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 9501 members 
Mstep: Class 34 contains 1407 members 
Mstep: Class 35 contains 3711 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 6413 members 
Mstep: Class 38 contains 1242 members 
Mstep: Class 39 contains 1670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376500.000000 Penalty: 25097.408203
Iteration 148Q: 40 clusters Score -5.03765e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 10272 members 
Mstep: Class 3 contains 7211 members 
Mstep: Class 4 contains 480017 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 6977 members 
Mstep: Class 7 contains 562206 members 
Mstep: Class 8 contains 3179 members 
Mstep: Class 9 contains 7468 members 
Mstep: Class 10 contains 804 members 
Mstep: Class 11 contains 3177 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 6976 members 
Mstep: Class 14 contains 1361 members 
Mstep: Class 15 contains 486 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 20224 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 12423 members 
Mstep: Class 20 contains 103989 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 12407 members 
Mstep: Class 23 contains 15677 members 
Mstep: Class 24 contains 22657 members 
Mstep: Class 25 contains 9673 members 
Mstep: Class 26 contains 4137 members 
Mstep: Class 27 contains 3385 members 
Mstep: Class 28 contains 16000 members 
Mstep: Class 29 contains 1422 members 
Mstep: Class 30 contains 11723 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 725 members 
Mstep: Class 33 contains 9501 members 
Mstep: Class 34 contains 1403 members 
Mstep: Class 35 contains 3712 members 
Mstep: Class 36 contains 1464 members 
Mstep: Class 37 contains 6413 members 
Mstep: Class 38 contains 1242 members 
Mstep: Class 39 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376480.000000 Penalty: 25097.408203
Iteration 149Q: 40 clusters Score -5.037648e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 10272 members 
Mstep: Class 3 contains 7215 members 
Mstep: Class 4 contains 480009 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 6976 members 
Mstep: Class 7 contains 562199 members 
Mstep: Class 8 contains 3179 members 
Mstep: Class 9 contains 7474 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 3179 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 6975 members 
Mstep: Class 14 contains 1363 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 20228 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 12422 members 
Mstep: Class 20 contains 103985 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 12409 members 
Mstep: Class 23 contains 15674 members 
Mstep: Class 24 contains 22664 members 
Mstep: Class 25 contains 9669 members 
Mstep: Class 26 contains 4138 members 
Mstep: Class 27 contains 3383 members 
Mstep: Class 28 contains 15999 members 
Mstep: Class 29 contains 1425 members 
Mstep: Class 30 contains 11720 members 
Mstep: Class 31 contains 7627 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 9498 members 
Mstep: Class 34 contains 1400 members 
Mstep: Class 35 contains 3714 members 
Mstep: Class 36 contains 1466 members 
Mstep: Class 37 contains 6412 members 
Mstep: Class 38 contains 1245 members 
Mstep: Class 39 contains 1672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376420.000000 Penalty: 25097.408203
Iteration 150Q: 40 clusters Score -5.037642e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 7218 members 
Mstep: Class 4 contains 480006 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 6974 members 
Mstep: Class 7 contains 562192 members 
Mstep: Class 8 contains 3179 members 
Mstep: Class 9 contains 7477 members 
Mstep: Class 10 contains 805 members 
Mstep: Class 11 contains 3179 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 6970 members 
Mstep: Class 14 contains 1363 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 20228 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 12422 members 
Mstep: Class 20 contains 103987 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 12412 members 
Mstep: Class 23 contains 15680 members 
Mstep: Class 24 contains 22669 members 
Mstep: Class 25 contains 9665 members 
Mstep: Class 26 contains 4140 members 
Mstep: Class 27 contains 3380 members 
Mstep: Class 28 contains 15999 members 
Mstep: Class 29 contains 1425 members 
Mstep: Class 30 contains 11720 members 
Mstep: Class 31 contains 7627 members 
Mstep: Class 32 contains 727 members 
Mstep: Class 33 contains 9495 members 
Mstep: Class 34 contains 1401 members 
Mstep: Class 35 contains 3714 members 
Mstep: Class 36 contains 1471 members 
Mstep: Class 37 contains 6410 members 
Mstep: Class 38 contains 1245 members 
Mstep: Class 39 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376456.000000 Penalty: 25097.408203
Iteration 151Q: 40 clusters Score -5.037646e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 10259 members 
Mstep: Class 3 contains 7217 members 
Mstep: Class 4 contains 480006 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 6975 members 
Mstep: Class 7 contains 562187 members 
Mstep: Class 8 contains 3179 members 
Mstep: Class 9 contains 7481 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 1069 members 
Mstep: Class 13 contains 6968 members 
Mstep: Class 14 contains 1363 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 20226 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 12421 members 
Mstep: Class 20 contains 103981 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12415 members 
Mstep: Class 23 contains 15687 members 
Mstep: Class 24 contains 22672 members 
Mstep: Class 25 contains 9660 members 
Mstep: Class 26 contains 4140 members 
Mstep: Class 27 contains 3380 members 
Mstep: Class 28 contains 15998 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 11722 members 
Mstep: Class 31 contains 7628 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 9494 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 3718 members 
Mstep: Class 36 contains 1478 members 
Mstep: Class 37 contains 6409 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376484.000000 Penalty: 25097.408203
Iteration 152Q: 40 clusters Score -5.037648e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 10254 members 
Mstep: Class 3 contains 7217 members 
Mstep: Class 4 contains 480009 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 6970 members 
Mstep: Class 7 contains 562189 members 
Mstep: Class 8 contains 3180 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 6962 members 
Mstep: Class 14 contains 1363 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 20221 members 
Mstep: Class 18 contains 2019 members 
Mstep: Class 19 contains 12416 members 
Mstep: Class 20 contains 103977 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12416 members 
Mstep: Class 23 contains 15697 members 
Mstep: Class 24 contains 22676 members 
Mstep: Class 25 contains 9655 members 
Mstep: Class 26 contains 4140 members 
Mstep: Class 27 contains 3379 members 
Mstep: Class 28 contains 15999 members 
Mstep: Class 29 contains 1429 members 
Mstep: Class 30 contains 11720 members 
Mstep: Class 31 contains 7627 members 
Mstep: Class 32 contains 730 members 
Mstep: Class 33 contains 9495 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 3723 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 6411 members 
Mstep: Class 38 contains 1242 members 
Mstep: Class 39 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376448.000000 Penalty: 25097.408203
Iteration 153Q: 40 clusters Score -5.037645e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 10249 members 
Mstep: Class 3 contains 7215 members 
Mstep: Class 4 contains 480013 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 6968 members 
Mstep: Class 7 contains 562192 members 
Mstep: Class 8 contains 3181 members 
Mstep: Class 9 contains 7490 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 6962 members 
Mstep: Class 14 contains 1363 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 20216 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 12413 members 
Mstep: Class 20 contains 103976 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12415 members 
Mstep: Class 23 contains 15702 members 
Mstep: Class 24 contains 22680 members 
Mstep: Class 25 contains 9645 members 
Mstep: Class 26 contains 4140 members 
Mstep: Class 27 contains 3380 members 
Mstep: Class 28 contains 16000 members 
Mstep: Class 29 contains 1429 members 
Mstep: Class 30 contains 11716 members 
Mstep: Class 31 contains 7630 members 
Mstep: Class 32 contains 733 members 
Mstep: Class 33 contains 9495 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 3725 members 
Mstep: Class 36 contains 1477 members 
Mstep: Class 37 contains 6410 members 
Mstep: Class 38 contains 1242 members 
Mstep: Class 39 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376492.000000 Penalty: 25097.408203
Iteration 154Q: 40 clusters Score -5.037649e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 10251 members 
Mstep: Class 3 contains 7213 members 
Mstep: Class 4 contains 480013 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 6967 members 
Mstep: Class 7 contains 562184 members 
Mstep: Class 8 contains 3183 members 
Mstep: Class 9 contains 7495 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 6962 members 
Mstep: Class 14 contains 1363 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 20213 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 12411 members 
Mstep: Class 20 contains 103978 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12416 members 
Mstep: Class 23 contains 15705 members 
Mstep: Class 24 contains 22687 members 
Mstep: Class 25 contains 9641 members 
Mstep: Class 26 contains 4139 members 
Mstep: Class 27 contains 3380 members 
Mstep: Class 28 contains 16002 members 
Mstep: Class 29 contains 1429 members 
Mstep: Class 30 contains 11717 members 
Mstep: Class 31 contains 7628 members 
Mstep: Class 32 contains 734 members 
Mstep: Class 33 contains 9495 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 3725 members 
Mstep: Class 36 contains 1474 members 
Mstep: Class 37 contains 6410 members 
Mstep: Class 38 contains 1240 members 
Mstep: Class 39 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376492.000000 Penalty: 25097.408203
Iteration 155Q: 40 clusters Score -5.037649e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 10245 members 
Mstep: Class 3 contains 7212 members 
Mstep: Class 4 contains 480015 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 6968 members 
Mstep: Class 7 contains 562190 members 
Mstep: Class 8 contains 3184 members 
Mstep: Class 9 contains 7495 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 6961 members 
Mstep: Class 14 contains 1363 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 20211 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 12408 members 
Mstep: Class 20 contains 103976 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12417 members 
Mstep: Class 23 contains 15704 members 
Mstep: Class 24 contains 22690 members 
Mstep: Class 25 contains 9640 members 
Mstep: Class 26 contains 4139 members 
Mstep: Class 27 contains 3379 members 
Mstep: Class 28 contains 16003 members 
Mstep: Class 29 contains 1428 members 
Mstep: Class 30 contains 11718 members 
Mstep: Class 31 contains 7627 members 
Mstep: Class 32 contains 735 members 
Mstep: Class 33 contains 9495 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 3725 members 
Mstep: Class 36 contains 1477 members 
Mstep: Class 37 contains 6410 members 
Mstep: Class 38 contains 1237 members 
Mstep: Class 39 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376500.000000 Penalty: 25097.408203
Iteration 156Q: 40 clusters Score -5.03765e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 10244 members 
Mstep: Class 3 contains 7211 members 
Mstep: Class 4 contains 480014 members 
Mstep: Class 5 contains 8313 members 
Mstep: Class 6 contains 6968 members 
Mstep: Class 7 contains 562191 members 
Mstep: Class 8 contains 3188 members 
Mstep: Class 9 contains 7491 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 6961 members 
Mstep: Class 14 contains 1364 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 20213 members 
Mstep: Class 18 contains 2019 members 
Mstep: Class 19 contains 12402 members 
Mstep: Class 20 contains 103973 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12419 members 
Mstep: Class 23 contains 15709 members 
Mstep: Class 24 contains 22689 members 
Mstep: Class 25 contains 9635 members 
Mstep: Class 26 contains 4139 members 
Mstep: Class 27 contains 3380 members 
Mstep: Class 28 contains 16004 members 
Mstep: Class 29 contains 1429 members 
Mstep: Class 30 contains 11718 members 
Mstep: Class 31 contains 7627 members 
Mstep: Class 32 contains 735 members 
Mstep: Class 33 contains 9495 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 3726 members 
Mstep: Class 36 contains 1477 members 
Mstep: Class 37 contains 6409 members 
Mstep: Class 38 contains 1235 members 
Mstep: Class 39 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376536.000000 Penalty: 25097.408203
Iteration 157Q: 40 clusters Score -5.037654e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 10243 members 
Mstep: Class 3 contains 7212 members 
Mstep: Class 4 contains 480016 members 
Mstep: Class 5 contains 8313 members 
Mstep: Class 6 contains 6967 members 
Mstep: Class 7 contains 562191 members 
Mstep: Class 8 contains 3190 members 
Mstep: Class 9 contains 7489 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 6962 members 
Mstep: Class 14 contains 1364 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 20215 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 12398 members 
Mstep: Class 20 contains 103969 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12422 members 
Mstep: Class 23 contains 15708 members 
Mstep: Class 24 contains 22690 members 
Mstep: Class 25 contains 9632 members 
Mstep: Class 26 contains 4139 members 
Mstep: Class 27 contains 3379 members 
Mstep: Class 28 contains 16004 members 
Mstep: Class 29 contains 1430 members 
Mstep: Class 30 contains 11718 members 
Mstep: Class 31 contains 7627 members 
Mstep: Class 32 contains 735 members 
Mstep: Class 33 contains 9495 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 3728 members 
Mstep: Class 36 contains 1480 members 
Mstep: Class 37 contains 6406 members 
Mstep: Class 38 contains 1234 members 
Mstep: Class 39 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376484.000000 Penalty: 25097.408203
Iteration 158Q: 40 clusters Score -5.037648e+07 nChanged 42
Entering ConstructFrom: 
Score: -50376484.000000 Penalty: 25097.408203
Entering ConstructFrom: 
Trying to split cluster 1 (13753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Entering Unmasked Estep 
Score: -492235.625000 Penalty: 433.570068
	Iteration 0F: 2 clusters Score -492235.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -483157.812500 Penalty: 867.140137
	Iteration 0F: 3 clusters Score -483157.8 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -486679.718750 Penalty: 867.140137
	Iteration 1F: 3 clusters Score -486679.7 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -486999.500000 Penalty: 867.140137
	Iteration 2Q: 3 clusters Score -486999.5 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -487498.750000 Penalty: 867.140137
	Iteration 3F: 3 clusters Score -487498.8 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -488103.375000 Penalty: 867.140137
	Iteration 4F: 3 clusters Score -488103.4 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -488741.062500 Penalty: 867.140137
	Iteration 5F: 3 clusters Score -488741.1 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -489334.593750 Penalty: 867.140137
	Iteration 6F: 3 clusters Score -489334.6 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -489740.375000 Penalty: 867.140137
	Iteration 7F: 3 clusters Score -489740.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -489910.156250 Penalty: 867.140137
	Iteration 8Q: 3 clusters Score -489910.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -489968.656250 Penalty: 867.140137
	Iteration 9Q: 3 clusters Score -489968.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -490001.343750 Penalty: 867.140137
	Iteration 10Q: 3 clusters Score -490001.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -490021.281250 Penalty: 867.140137
	Iteration 11Q: 3 clusters Score -490021.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -490038.437500 Penalty: 867.140137
	Iteration 12Q: 3 clusters Score -490038.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -490055.656250 Penalty: 867.140137
	Iteration 13Q: 3 clusters Score -490055.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -490079.718750 Penalty: 867.140137
	Iteration 14Q: 3 clusters Score -490079.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -490099.718750 Penalty: 867.140137
	Iteration 15Q: 3 clusters Score -490099.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -490120.125000 Penalty: 867.140137
	Iteration 16Q: 3 clusters Score -490120.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -490140.406250 Penalty: 867.140137
	Iteration 17Q: 3 clusters Score -490140.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -490161.656250 Penalty: 867.140137
	Iteration 18Q: 3 clusters Score -490161.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -490187.937500 Penalty: 867.140137
	Iteration 19Q: 3 clusters Score -490187.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -490231.781250 Penalty: 867.140137
	Iteration 20F: 3 clusters Score -490231.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -490280.687500 Penalty: 867.140137
	Iteration 21Q: 3 clusters Score -490280.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -490336.656250 Penalty: 867.140137
	Iteration 22Q: 3 clusters Score -490336.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -490403.500000 Penalty: 867.140137
	Iteration 23Q: 3 clusters Score -490403.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -490474.406250 Penalty: 867.140137
	Iteration 24Q: 3 clusters Score -490474.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -490554.687500 Penalty: 867.140137
	Iteration 25Q: 3 clusters Score -490554.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -490641.093750 Penalty: 867.140137
	Iteration 26Q: 3 clusters Score -490641.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -490725.937500 Penalty: 867.140137
	Iteration 27Q: 3 clusters Score -490725.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -490812.812500 Penalty: 867.140137
	Iteration 28Q: 3 clusters Score -490812.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -490904.937500 Penalty: 867.140137
	Iteration 29Q: 3 clusters Score -490904.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -490996.625000 Penalty: 867.140137
	Iteration 30Q: 3 clusters Score -490996.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -491090.562500 Penalty: 867.140137
	Iteration 31Q: 3 clusters Score -491090.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -491184.000000 Penalty: 867.140137
	Iteration 32Q: 3 clusters Score -491184 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -491256.968750 Penalty: 867.140137
	Iteration 33Q: 3 clusters Score -491257 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -491308.500000 Penalty: 867.140137
	Iteration 34Q: 3 clusters Score -491308.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -491354.812500 Penalty: 867.140137
	Iteration 35Q: 3 clusters Score -491354.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -491401.968750 Penalty: 867.140137
	Iteration 36Q: 3 clusters Score -491402 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -491443.156250 Penalty: 867.140137
	Iteration 37Q: 3 clusters Score -491443.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -491483.937500 Penalty: 867.140137
	Iteration 38Q: 3 clusters Score -491483.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -491508.875000 Penalty: 867.140137
	Iteration 39Q: 3 clusters Score -491508.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -491540.375000 Penalty: 867.140137
	Iteration 40F: 3 clusters Score -491540.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -491574.937500 Penalty: 867.140137
	Iteration 41Q: 3 clusters Score -491574.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -491596.187500 Penalty: 867.140137
	Iteration 42Q: 3 clusters Score -491596.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -491620.468750 Penalty: 867.140137
	Iteration 43Q: 3 clusters Score -491620.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -491652.937500 Penalty: 867.140137
	Iteration 44Q: 3 clusters Score -491652.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -491678.312500 Penalty: 867.140137
	Iteration 45Q: 3 clusters Score -491678.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -491706.031250 Penalty: 867.140137
	Iteration 46Q: 3 clusters Score -491706 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -491724.500000 Penalty: 867.140137
	Iteration 47Q: 3 clusters Score -491724.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -491742.125000 Penalty: 867.140137
	Iteration 48Q: 3 clusters Score -491742.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -491759.781250 Penalty: 867.140137
	Iteration 49Q: 3 clusters Score -491759.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -491774.156250 Penalty: 867.140137
	Iteration 50Q: 3 clusters Score -491774.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -491790.093750 Penalty: 867.140137
	Iteration 51Q: 3 clusters Score -491790.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -491801.218750 Penalty: 867.140137
	Iteration 52Q: 3 clusters Score -491801.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -491813.375000 Penalty: 867.140137
	Iteration 53Q: 3 clusters Score -491813.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -491825.031250 Penalty: 867.140137
	Iteration 54Q: 3 clusters Score -491825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -491833.156250 Penalty: 867.140137
	Iteration 55Q: 3 clusters Score -491833.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -491840.812500 Penalty: 867.140137
	Iteration 56Q: 3 clusters Score -491840.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -491848.187500 Penalty: 867.140137
	Iteration 57Q: 3 clusters Score -491848.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -491853.031250 Penalty: 867.140137
	Iteration 58Q: 3 clusters Score -491853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -491856.218750 Penalty: 867.140137
	Iteration 59Q: 3 clusters Score -491856.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -491857.250000 Penalty: 867.140137
	Iteration 60F: 3 clusters Score -491857.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -491860.687500 Penalty: 867.140137
	Iteration 61Q: 3 clusters Score -491860.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -491864.562500 Penalty: 867.140137
	Iteration 62Q: 3 clusters Score -491864.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -491866.875000 Penalty: 867.140137
	Iteration 63Q: 3 clusters Score -491866.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -491868.531250 Penalty: 867.140137
	Iteration 64Q: 3 clusters Score -491868.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -491869.875000 Penalty: 867.140137
	Iteration 65Q: 3 clusters Score -491869.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -491872.593750 Penalty: 867.140137
	Iteration 66Q: 3 clusters Score -491872.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -491873.125000 Penalty: 867.140137
	Iteration 67Q: 3 clusters Score -491873.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -491875.562500 Penalty: 867.140137
	Iteration 68Q: 3 clusters Score -491875.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -491877.093750 Penalty: 867.140137
	Iteration 69Q: 3 clusters Score -491877.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -491878.562500 Penalty: 867.140137
	Iteration 70Q: 3 clusters Score -491878.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -491880.718750 Penalty: 867.140137
	Iteration 71Q: 3 clusters Score -491880.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -491880.593750 Penalty: 867.140137
	Iteration 72Q: 3 clusters Score -491880.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -491882.531250 Penalty: 867.140137
	Iteration 73Q: 3 clusters Score -491882.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -491882.531250 Penalty: 867.140137
	Iteration 74F: 3 clusters Score -491882.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Entering Unmasked Estep 
Score: -375158.125000 Penalty: 420.162933
	Iteration 0F: 2 clusters Score -375158.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -368290.156250 Penalty: 840.325867
	Iteration 0F: 3 clusters Score -368290.2 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -371303.968750 Penalty: 840.325867
	Iteration 1F: 3 clusters Score -371304 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -371629.843750 Penalty: 840.325867
	Iteration 2F: 3 clusters Score -371629.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -372006.218750 Penalty: 840.325867
	Iteration 3F: 3 clusters Score -372006.2 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -372462.843750 Penalty: 840.325867
	Iteration 4F: 3 clusters Score -372462.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -372892.875000 Penalty: 840.325867
	Iteration 5F: 3 clusters Score -372892.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -373233.031250 Penalty: 840.325867
	Iteration 6Q: 3 clusters Score -373233 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -373513.250000 Penalty: 840.325867
	Iteration 7Q: 3 clusters Score -373513.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -373745.250000 Penalty: 840.325867
	Iteration 8Q: 3 clusters Score -373745.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -373926.562500 Penalty: 840.325867
	Iteration 9Q: 3 clusters Score -373926.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -374100.781250 Penalty: 840.325867
	Iteration 10Q: 3 clusters Score -374100.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -374241.968750 Penalty: 840.325867
	Iteration 11Q: 3 clusters Score -374242 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -374343.000000 Penalty: 840.325867
	Iteration 12Q: 3 clusters Score -374343 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -374436.031250 Penalty: 840.325867
	Iteration 13Q: 3 clusters Score -374436 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -374516.250000 Penalty: 840.325867
	Iteration 14Q: 3 clusters Score -374516.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -374582.125000 Penalty: 840.325867
	Iteration 15Q: 3 clusters Score -374582.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -374635.406250 Penalty: 840.325867
	Iteration 16Q: 3 clusters Score -374635.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -374669.875000 Penalty: 840.325867
	Iteration 17Q: 3 clusters Score -374669.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -374690.812500 Penalty: 840.325867
	Iteration 18Q: 3 clusters Score -374690.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -374707.687500 Penalty: 840.325867
	Iteration 19Q: 3 clusters Score -374707.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -374723.031250 Penalty: 840.325867
	Iteration 20F: 3 clusters Score -374723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -374731.875000 Penalty: 840.325867
	Iteration 21Q: 3 clusters Score -374731.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -374738.625000 Penalty: 840.325867
	Iteration 22Q: 3 clusters Score -374738.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -374745.843750 Penalty: 840.325867
	Iteration 23Q: 3 clusters Score -374745.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -374751.156250 Penalty: 840.325867
	Iteration 24Q: 3 clusters Score -374751.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -374756.468750 Penalty: 840.325867
	Iteration 25Q: 3 clusters Score -374756.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -374761.093750 Penalty: 840.325867
	Iteration 26Q: 3 clusters Score -374761.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -374763.000000 Penalty: 840.325867
	Iteration 27Q: 3 clusters Score -374763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -374765.968750 Penalty: 840.325867
	Iteration 28Q: 3 clusters Score -374766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -374770.281250 Penalty: 840.325867
	Iteration 29Q: 3 clusters Score -374770.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -374772.125000 Penalty: 840.325867
	Iteration 30Q: 3 clusters Score -374772.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -374774.031250 Penalty: 840.325867
	Iteration 31Q: 3 clusters Score -374774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -374776.062500 Penalty: 840.325867
	Iteration 32Q: 3 clusters Score -374776.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -374777.562500 Penalty: 840.325867
	Iteration 33Q: 3 clusters Score -374777.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -374778.375000 Penalty: 840.325867
	Iteration 34Q: 3 clusters Score -374778.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -374777.968750 Penalty: 840.325867
	Iteration 35Q: 3 clusters Score -374778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -374778.093750 Penalty: 840.325867
	Iteration 36Q: 3 clusters Score -374778.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -374778.093750 Penalty: 840.325867
	Iteration 37F: 3 clusters Score -374778.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Entering Unmasked Estep 
Score: -251905.078125 Penalty: 404.199341
	Iteration 0F: 2 clusters Score -251905.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -247073.078125 Penalty: 808.398682
	Iteration 0F: 3 clusters Score -247073.1 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -249103.421875 Penalty: 808.398682
	Iteration 1F: 3 clusters Score -249103.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -249349.718750 Penalty: 808.398682
	Iteration 2F: 3 clusters Score -249349.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -249635.078125 Penalty: 808.398682
	Iteration 3F: 3 clusters Score -249635.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -249913.640625 Penalty: 808.398682
	Iteration 4F: 3 clusters Score -249913.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -250190.015625 Penalty: 808.398682
	Iteration 5F: 3 clusters Score -250190 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -250449.906250 Penalty: 808.398682
	Iteration 6F: 3 clusters Score -250449.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -250659.437500 Penalty: 808.398682
	Iteration 7Q: 3 clusters Score -250659.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -250810.546875 Penalty: 808.398682
	Iteration 8Q: 3 clusters Score -250810.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -250921.453125 Penalty: 808.398682
	Iteration 9Q: 3 clusters Score -250921.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -251014.421875 Penalty: 808.398682
	Iteration 10Q: 3 clusters Score -251014.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -251091.093750 Penalty: 808.398682
	Iteration 11Q: 3 clusters Score -251091.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -251156.812500 Penalty: 808.398682
	Iteration 12Q: 3 clusters Score -251156.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -251210.953125 Penalty: 808.398682
	Iteration 13Q: 3 clusters Score -251211 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -251254.281250 Penalty: 808.398682
	Iteration 14Q: 3 clusters Score -251254.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -251285.156250 Penalty: 808.398682
	Iteration 15Q: 3 clusters Score -251285.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -251311.453125 Penalty: 808.398682
	Iteration 16Q: 3 clusters Score -251311.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -251337.078125 Penalty: 808.398682
	Iteration 17Q: 3 clusters Score -251337.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -251360.375000 Penalty: 808.398682
	Iteration 18Q: 3 clusters Score -251360.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -251381.078125 Penalty: 808.398682
	Iteration 19Q: 3 clusters Score -251381.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -251399.000000 Penalty: 808.398682
	Iteration 20F: 3 clusters Score -251399 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -251421.171875 Penalty: 808.398682
	Iteration 21Q: 3 clusters Score -251421.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -251436.687500 Penalty: 808.398682
	Iteration 22Q: 3 clusters Score -251436.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -251450.859375 Penalty: 808.398682
	Iteration 23Q: 3 clusters Score -251450.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -251463.468750 Penalty: 808.398682
	Iteration 24Q: 3 clusters Score -251463.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -251473.718750 Penalty: 808.398682
	Iteration 25Q: 3 clusters Score -251473.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -251482.875000 Penalty: 808.398682
	Iteration 26Q: 3 clusters Score -251482.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -251489.453125 Penalty: 808.398682
	Iteration 27Q: 3 clusters Score -251489.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -251497.937500 Penalty: 808.398682
	Iteration 28Q: 3 clusters Score -251497.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -251502.062500 Penalty: 808.398682
	Iteration 29Q: 3 clusters Score -251502.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -251510.750000 Penalty: 808.398682
	Iteration 30Q: 3 clusters Score -251510.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -251519.328125 Penalty: 808.398682
	Iteration 31Q: 3 clusters Score -251519.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -251526.281250 Penalty: 808.398682
	Iteration 32Q: 3 clusters Score -251526.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -251530.687500 Penalty: 808.398682
	Iteration 33Q: 3 clusters Score -251530.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -251534.718750 Penalty: 808.398682
	Iteration 34Q: 3 clusters Score -251534.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -251538.171875 Penalty: 808.398682
	Iteration 35Q: 3 clusters Score -251538.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -251541.093750 Penalty: 808.398682
	Iteration 36Q: 3 clusters Score -251541.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -251541.734375 Penalty: 808.398682
	Iteration 37Q: 3 clusters Score -251541.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -251542.968750 Penalty: 808.398682
	Iteration 38Q: 3 clusters Score -251543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -251544.687500 Penalty: 808.398682
	Iteration 39Q: 3 clusters Score -251544.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -251545.859375 Penalty: 808.398682
	Iteration 40F: 3 clusters Score -251545.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -251546.593750 Penalty: 808.398682
	Iteration 41Q: 3 clusters Score -251546.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -251546.984375 Penalty: 808.398682
	Iteration 42Q: 3 clusters Score -251547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -251547.687500 Penalty: 808.398682
	Iteration 43Q: 3 clusters Score -251547.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -251547.703125 Penalty: 808.398682
	Iteration 44Q: 3 clusters Score -251547.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -251547.671875 Penalty: 808.398682
	Iteration 45Q: 3 clusters Score -251547.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -251548.859375 Penalty: 808.398682
	Iteration 46Q: 3 clusters Score -251548.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -251550.343750 Penalty: 808.398682
	Iteration 47Q: 3 clusters Score -251550.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -251550.875000 Penalty: 808.398682
	Iteration 48Q: 3 clusters Score -251550.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -251551.031250 Penalty: 808.398682
	Iteration 49Q: 3 clusters Score -251551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -251552.203125 Penalty: 808.398682
	Iteration 50Q: 3 clusters Score -251552.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -251553.968750 Penalty: 808.398682
	Iteration 51Q: 3 clusters Score -251554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -251553.859375 Penalty: 808.398682
	Iteration 52Q: 3 clusters Score -251553.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -251553.859375 Penalty: 808.398682
	Iteration 53F: 3 clusters Score -251553.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (480016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480016 members 
Entering Unmasked Estep 
Score: -18416114.000000 Penalty: 595.211609
	Iteration 0F: 2 clusters Score -1.841611e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240150 members 
Mstep: Class 2 contains 239866 members 
Entering Unmasked Estep 
Score: -18094100.000000 Penalty: 1190.423218
	Iteration 0F: 3 clusters Score -1.80941e+07 nChanged 237727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272335 members 
Mstep: Class 2 contains 207681 members 
Entering Unmasked Estep 
Score: -18250406.000000 Penalty: 1190.423218
	Iteration 1F: 3 clusters Score -1.825041e+07 nChanged 27633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290332 members 
Mstep: Class 2 contains 189684 members 
Entering Unmasked Estep 
Score: -18263000.000000 Penalty: 1190.423218
	Iteration 2F: 3 clusters Score -1.8263e+07 nChanged 31091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312817 members 
Mstep: Class 2 contains 167199 members 
Entering Unmasked Estep 
Score: -18279630.000000 Penalty: 1190.423218
	Iteration 3F: 3 clusters Score -1.827963e+07 nChanged 32120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338615 members 
Mstep: Class 2 contains 141401 members 
Entering Unmasked Estep 
Score: -18300116.000000 Penalty: 1190.423218
	Iteration 4F: 3 clusters Score -1.830012e+07 nChanged 32755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368102 members 
Mstep: Class 2 contains 111914 members 
Entering Unmasked Estep 
Score: -18323818.000000 Penalty: 1190.423218
	Iteration 5F: 3 clusters Score -1.832382e+07 nChanged 32095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399047 members 
Mstep: Class 2 contains 80969 members 
Entering Unmasked Estep 
Score: -18349542.000000 Penalty: 1190.423218
	Iteration 6F: 3 clusters Score -1.834954e+07 nChanged 29856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428685 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -18374788.000000 Penalty: 1190.423218
	Iteration 7F: 3 clusters Score -1.837479e+07 nChanged 24164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452847 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -18395034.000000 Penalty: 1190.423218
	Iteration 8F: 3 clusters Score -1.839503e+07 nChanged 15832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468679 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -18407730.000000 Penalty: 1190.423218
	Iteration 9Q: 3 clusters Score -1.840773e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476157 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -18413024.000000 Penalty: 1190.423218
	Iteration 10Q: 3 clusters Score -1.841302e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478746 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -18414814.000000 Penalty: 1190.423218
	Iteration 11Q: 3 clusters Score -1.841481e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479505 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -18415388.000000 Penalty: 1190.423218
	Iteration 12Q: 3 clusters Score -1.841539e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479704 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -18415576.000000 Penalty: 1190.423218
	Iteration 13Q: 3 clusters Score -1.841558e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479748 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -18415672.000000 Penalty: 1190.423218
	Iteration 14Q: 3 clusters Score -1.841567e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479751 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -18415714.000000 Penalty: 1190.423218
	Iteration 15Q: 3 clusters Score -1.841571e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479746 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -18415736.000000 Penalty: 1190.423218
	Iteration 16Q: 3 clusters Score -1.841574e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479746 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -18415732.000000 Penalty: 1190.423218
	Iteration 17Q: 3 clusters Score -1.841573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479749 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -18415750.000000 Penalty: 1190.423218
	Iteration 18Q: 3 clusters Score -1.841575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479750 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -18415750.000000 Penalty: 1190.423218
	Iteration 19Q: 3 clusters Score -1.841575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479747 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -18415750.000000 Penalty: 1190.423218
	Iteration 20F: 3 clusters Score -1.841575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479744 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -18415750.000000 Penalty: 1190.423218
	Iteration 21Q: 3 clusters Score -1.841575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479743 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -18415732.000000 Penalty: 1190.423218
	Iteration 22Q: 3 clusters Score -1.841573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479742 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -18415740.000000 Penalty: 1190.423218
	Iteration 23Q: 3 clusters Score -1.841574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479744 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -18415736.000000 Penalty: 1190.423218
	Iteration 24Q: 3 clusters Score -1.841574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479744 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -18415736.000000 Penalty: 1190.423218
	Iteration 25F: 3 clusters Score -1.841574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -304318.125000 Penalty: 410.663696
	Iteration 0F: 2 clusters Score -304318.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -298788.156250 Penalty: 821.327393
	Iteration 0F: 3 clusters Score -298788.2 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -301411.781250 Penalty: 821.327393
	Iteration 1F: 3 clusters Score -301411.8 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -302113.125000 Penalty: 821.327393
	Iteration 2F: 3 clusters Score -302113.1 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -302859.281250 Penalty: 821.327393
	Iteration 3F: 3 clusters Score -302859.3 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -303393.343750 Penalty: 821.327393
	Iteration 4F: 3 clusters Score -303393.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -303790.656250 Penalty: 821.327393
	Iteration 5Q: 3 clusters Score -303790.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -304146.062500 Penalty: 821.327393
	Iteration 6Q: 3 clusters Score -304146.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -304276.562500 Penalty: 821.327393
	Iteration 7Q: 3 clusters Score -304276.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -304323.468750 Penalty: 821.327393
	Iteration 8Q: 3 clusters Score -304323.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -304340.812500 Penalty: 821.327393
	Iteration 9Q: 3 clusters Score -304340.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -304352.562500 Penalty: 821.327393
	Iteration 10Q: 3 clusters Score -304352.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -304360.687500 Penalty: 821.327393
	Iteration 11Q: 3 clusters Score -304360.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -304368.437500 Penalty: 821.327393
	Iteration 12Q: 3 clusters Score -304368.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -304375.343750 Penalty: 821.327393
	Iteration 13Q: 3 clusters Score -304375.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -304380.343750 Penalty: 821.327393
	Iteration 14Q: 3 clusters Score -304380.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -304383.281250 Penalty: 821.327393
	Iteration 15Q: 3 clusters Score -304383.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -304386.406250 Penalty: 821.327393
	Iteration 16Q: 3 clusters Score -304386.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -304389.062500 Penalty: 821.327393
	Iteration 17Q: 3 clusters Score -304389.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -304392.718750 Penalty: 821.327393
	Iteration 18Q: 3 clusters Score -304392.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -304394.625000 Penalty: 821.327393
	Iteration 19Q: 3 clusters Score -304394.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -304396.156250 Penalty: 821.327393
	Iteration 20F: 3 clusters Score -304396.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -304398.500000 Penalty: 821.327393
	Iteration 21Q: 3 clusters Score -304398.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -304400.750000 Penalty: 821.327393
	Iteration 22Q: 3 clusters Score -304400.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -304403.937500 Penalty: 821.327393
	Iteration 23Q: 3 clusters Score -304403.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -304405.843750 Penalty: 821.327393
	Iteration 24Q: 3 clusters Score -304405.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -304409.843750 Penalty: 821.327393
	Iteration 25Q: 3 clusters Score -304409.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -304413.468750 Penalty: 821.327393
	Iteration 26Q: 3 clusters Score -304413.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -304415.437500 Penalty: 821.327393
	Iteration 27Q: 3 clusters Score -304415.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -304416.468750 Penalty: 821.327393
	Iteration 28Q: 3 clusters Score -304416.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -304417.281250 Penalty: 821.327393
	Iteration 29Q: 3 clusters Score -304417.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -304417.062500 Penalty: 821.327393
	Iteration 30Q: 3 clusters Score -304417.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -304417.031250 Penalty: 821.327393
	Iteration 31Q: 3 clusters Score -304417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -304417.218750 Penalty: 821.327393
	Iteration 32Q: 3 clusters Score -304417.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -304416.968750 Penalty: 821.327393
	Iteration 33Q: 3 clusters Score -304417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -304419.718750 Penalty: 821.327393
	Iteration 34Q: 3 clusters Score -304419.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -304421.718750 Penalty: 821.327393
	Iteration 35Q: 3 clusters Score -304421.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -304422.375000 Penalty: 821.327393
	Iteration 36Q: 3 clusters Score -304422.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -304422.968750 Penalty: 821.327393
	Iteration 37Q: 3 clusters Score -304423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -304423.156250 Penalty: 821.327393
	Iteration 38Q: 3 clusters Score -304423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -304424.875000 Penalty: 821.327393
	Iteration 39Q: 3 clusters Score -304424.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -304425.781250 Penalty: 821.327393
	Iteration 40F: 3 clusters Score -304425.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -304426.218750 Penalty: 821.327393
	Iteration 41Q: 3 clusters Score -304426.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -304426.718750 Penalty: 821.327393
	Iteration 42Q: 3 clusters Score -304426.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -304427.312500 Penalty: 821.327393
	Iteration 43Q: 3 clusters Score -304427.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -304428.187500 Penalty: 821.327393
	Iteration 44Q: 3 clusters Score -304428.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -304428.312500 Penalty: 821.327393
	Iteration 45Q: 3 clusters Score -304428.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -304428.531250 Penalty: 821.327393
	Iteration 46Q: 3 clusters Score -304428.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -304428.781250 Penalty: 821.327393
	Iteration 47Q: 3 clusters Score -304428.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -304428.531250 Penalty: 821.327393
	Iteration 48Q: 3 clusters Score -304428.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -304429.218750 Penalty: 821.327393
	Iteration 49Q: 3 clusters Score -304429.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -304428.968750 Penalty: 821.327393
	Iteration 50Q: 3 clusters Score -304429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -304429.125000 Penalty: 821.327393
	Iteration 51Q: 3 clusters Score -304429.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -304429.375000 Penalty: 821.327393
	Iteration 52Q: 3 clusters Score -304429.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -304430.500000 Penalty: 821.327393
	Iteration 53Q: 3 clusters Score -304430.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -304429.968750 Penalty: 821.327393
	Iteration 54Q: 3 clusters Score -304430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -304430.343750 Penalty: 821.327393
	Iteration 55Q: 3 clusters Score -304430.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -304430.343750 Penalty: 821.327393
	Iteration 56Q: 3 clusters Score -304430.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -304430.500000 Penalty: 821.327393
	Iteration 57Q: 3 clusters Score -304430.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -304430.437500 Penalty: 821.327393
	Iteration 58Q: 3 clusters Score -304430.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -304431.031250 Penalty: 821.327393
	Iteration 59Q: 3 clusters Score -304431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -304431.031250 Penalty: 821.327393
	Iteration 60F: 3 clusters Score -304431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 10243 members 
Mstep: Class 3 contains 7212 members 
Mstep: Class 4 contains 480016 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 6966 members 
Mstep: Class 7 contains 562190 members 
Mstep: Class 8 contains 3190 members 
Mstep: Class 9 contains 7491 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 14 contains 1364 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 20215 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 12397 members 
Mstep: Class 20 contains 103966 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12423 members 
Mstep: Class 23 contains 15708 members 
Mstep: Class 24 contains 22689 members 
Mstep: Class 25 contains 9629 members 
Mstep: Class 26 contains 4139 members 
Mstep: Class 27 contains 3379 members 
Mstep: Class 28 contains 16004 members 
Mstep: Class 29 contains 1432 members 
Mstep: Class 30 contains 11719 members 
Mstep: Class 31 contains 7627 members 
Mstep: Class 32 contains 735 members 
Mstep: Class 33 contains 9495 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 3729 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 6404 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 1697 members 
Mstep: Class 40 contains 816 members 
Entering Unmasked Estep 
Score: -50376356.000000 Penalty: 25740.931641
Splitting cluster 5 changes total score from -50376484.000000 to -50376356.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (6966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Entering Unmasked Estep 
Score: -245361.687500 Penalty: 402.620270
	Iteration 0F: 2 clusters Score -245361.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -240740.468750 Penalty: 805.240540
	Iteration 0F: 3 clusters Score -240740.5 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -242618.906250 Penalty: 805.240540
	Iteration 1F: 3 clusters Score -242618.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -242945.359375 Penalty: 805.240540
	Iteration 2F: 3 clusters Score -242945.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -243396.781250 Penalty: 805.240540
	Iteration 3F: 3 clusters Score -243396.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -243860.750000 Penalty: 805.240540
	Iteration 4F: 3 clusters Score -243860.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -244163.421875 Penalty: 805.240540
	Iteration 5F: 3 clusters Score -244163.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -244312.296875 Penalty: 805.240540
	Iteration 6Q: 3 clusters Score -244312.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -244412.531250 Penalty: 805.240540
	Iteration 7Q: 3 clusters Score -244412.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -244481.515625 Penalty: 805.240540
	Iteration 8Q: 3 clusters Score -244481.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -244544.562500 Penalty: 805.240540
	Iteration 9Q: 3 clusters Score -244544.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -244598.500000 Penalty: 805.240540
	Iteration 10Q: 3 clusters Score -244598.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -244638.750000 Penalty: 805.240540
	Iteration 11Q: 3 clusters Score -244638.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -244672.343750 Penalty: 805.240540
	Iteration 12Q: 3 clusters Score -244672.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -244693.625000 Penalty: 805.240540
	Iteration 13Q: 3 clusters Score -244693.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -244710.281250 Penalty: 805.240540
	Iteration 14Q: 3 clusters Score -244710.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -244724.781250 Penalty: 805.240540
	Iteration 15Q: 3 clusters Score -244724.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -244736.812500 Penalty: 805.240540
	Iteration 16Q: 3 clusters Score -244736.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -244751.093750 Penalty: 805.240540
	Iteration 17Q: 3 clusters Score -244751.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -244765.703125 Penalty: 805.240540
	Iteration 18Q: 3 clusters Score -244765.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -244777.984375 Penalty: 805.240540
	Iteration 19Q: 3 clusters Score -244778 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -244793.156250 Penalty: 805.240540
	Iteration 20F: 3 clusters Score -244793.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -244806.609375 Penalty: 805.240540
	Iteration 21Q: 3 clusters Score -244806.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -244823.812500 Penalty: 805.240540
	Iteration 22Q: 3 clusters Score -244823.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -244849.046875 Penalty: 805.240540
	Iteration 23Q: 3 clusters Score -244849 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -244875.515625 Penalty: 805.240540
	Iteration 24Q: 3 clusters Score -244875.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -244908.796875 Penalty: 805.240540
	Iteration 25Q: 3 clusters Score -244908.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -244940.859375 Penalty: 805.240540
	Iteration 26Q: 3 clusters Score -244940.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -244967.984375 Penalty: 805.240540
	Iteration 27Q: 3 clusters Score -244968 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -245008.078125 Penalty: 805.240540
	Iteration 28Q: 3 clusters Score -245008.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -245048.000000 Penalty: 805.240540
	Iteration 29Q: 3 clusters Score -245048 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -245077.859375 Penalty: 805.240540
	Iteration 30Q: 3 clusters Score -245077.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -245103.703125 Penalty: 805.240540
	Iteration 31Q: 3 clusters Score -245103.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -245130.625000 Penalty: 805.240540
	Iteration 32Q: 3 clusters Score -245130.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -245159.906250 Penalty: 805.240540
	Iteration 33Q: 3 clusters Score -245159.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -245189.750000 Penalty: 805.240540
	Iteration 34Q: 3 clusters Score -245189.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -245231.671875 Penalty: 805.240540
	Iteration 35Q: 3 clusters Score -245231.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -245274.781250 Penalty: 805.240540
	Iteration 36Q: 3 clusters Score -245274.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -245304.031250 Penalty: 805.240540
	Iteration 37Q: 3 clusters Score -245304 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -245323.734375 Penalty: 805.240540
	Iteration 38Q: 3 clusters Score -245323.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -245335.468750 Penalty: 805.240540
	Iteration 39Q: 3 clusters Score -245335.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -245356.203125 Penalty: 805.240540
	Iteration 40F: 3 clusters Score -245356.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -245365.921875 Penalty: 805.240540
	Iteration 41Q: 3 clusters Score -245365.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -245377.156250 Penalty: 805.240540
	Iteration 42Q: 3 clusters Score -245377.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -245386.484375 Penalty: 805.240540
	Iteration 43Q: 3 clusters Score -245386.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -245393.796875 Penalty: 805.240540
	Iteration 44Q: 3 clusters Score -245393.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -245398.828125 Penalty: 805.240540
	Iteration 45Q: 3 clusters Score -245398.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -245402.046875 Penalty: 805.240540
	Iteration 46Q: 3 clusters Score -245402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -245404.453125 Penalty: 805.240540
	Iteration 47Q: 3 clusters Score -245404.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -245406.546875 Penalty: 805.240540
	Iteration 48Q: 3 clusters Score -245406.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -245407.812500 Penalty: 805.240540
	Iteration 49Q: 3 clusters Score -245407.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -245408.171875 Penalty: 805.240540
	Iteration 50Q: 3 clusters Score -245408.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -245409.218750 Penalty: 805.240540
	Iteration 51Q: 3 clusters Score -245409.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -245409.343750 Penalty: 805.240540
	Iteration 52Q: 3 clusters Score -245409.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -245409.640625 Penalty: 805.240540
	Iteration 53Q: 3 clusters Score -245409.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -245409.859375 Penalty: 805.240540
	Iteration 54Q: 3 clusters Score -245409.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -245410.421875 Penalty: 805.240540
	Iteration 55Q: 3 clusters Score -245410.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -245410.390625 Penalty: 805.240540
	Iteration 56Q: 3 clusters Score -245410.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -245410.937500 Penalty: 805.240540
	Iteration 57Q: 3 clusters Score -245410.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -245410.937500 Penalty: 805.240540
	Iteration 58F: 3 clusters Score -245410.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 10243 members 
Mstep: Class 3 contains 7212 members 
Mstep: Class 4 contains 480016 members 
Mstep: Class 5 contains 8313 members 
Mstep: Class 6 contains 5471 members 
Mstep: Class 7 contains 562190 members 
Mstep: Class 8 contains 3190 members 
Mstep: Class 9 contains 7491 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 14 contains 1364 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 20215 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 12397 members 
Mstep: Class 20 contains 103966 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12423 members 
Mstep: Class 23 contains 15708 members 
Mstep: Class 24 contains 22689 members 
Mstep: Class 25 contains 9629 members 
Mstep: Class 26 contains 4139 members 
Mstep: Class 27 contains 3379 members 
Mstep: Class 28 contains 16004 members 
Mstep: Class 29 contains 1432 members 
Mstep: Class 30 contains 11719 members 
Mstep: Class 31 contains 7627 members 
Mstep: Class 32 contains 735 members 
Mstep: Class 33 contains 9495 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 3729 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 6404 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 1697 members 
Mstep: Class 40 contains 1495 members 
Entering Unmasked Estep 
Score: -50376228.000000 Penalty: 25740.931641
Splitting cluster 6 changes total score from -50376484.000000 to -50376228.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (562190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562190 members 
Entering Unmasked Estep 
Score: -21670524.000000 Penalty: 602.401611
	Iteration 0F: 2 clusters Score -2.167052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280952 members 
Mstep: Class 2 contains 281238 members 
Entering Unmasked Estep 
Score: -21317842.000000 Penalty: 1204.803223
	Iteration 0F: 3 clusters Score -2.131784e+07 nChanged 278111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287241 members 
Mstep: Class 2 contains 274949 members 
Entering Unmasked Estep 
Score: -21491106.000000 Penalty: 1204.803223
	Iteration 1F: 3 clusters Score -2.149111e+07 nChanged 23629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292266 members 
Mstep: Class 2 contains 269924 members 
Entering Unmasked Estep 
Score: -21500130.000000 Penalty: 1204.803223
	Iteration 2Q: 3 clusters Score -2.150013e+07 nChanged 28147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299235 members 
Mstep: Class 2 contains 262955 members 
Entering Unmasked Estep 
Score: -21513776.000000 Penalty: 1204.803223
	Iteration 3F: 3 clusters Score -2.151378e+07 nChanged 32539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307428 members 
Mstep: Class 2 contains 254762 members 
Entering Unmasked Estep 
Score: -21532966.000000 Penalty: 1204.803223
	Iteration 4F: 3 clusters Score -2.153297e+07 nChanged 34821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316239 members 
Mstep: Class 2 contains 245951 members 
Entering Unmasked Estep 
Score: -21556468.000000 Penalty: 1204.803223
	Iteration 5F: 3 clusters Score -2.155647e+07 nChanged 34495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324060 members 
Mstep: Class 2 contains 238130 members 
Entering Unmasked Estep 
Score: -21581144.000000 Penalty: 1204.803223
	Iteration 6F: 3 clusters Score -2.158114e+07 nChanged 29923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330969 members 
Mstep: Class 2 contains 231221 members 
Entering Unmasked Estep 
Score: -21599210.000000 Penalty: 1204.803223
	Iteration 7F: 3 clusters Score -2.159921e+07 nChanged 20949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337448 members 
Mstep: Class 2 contains 224742 members 
Entering Unmasked Estep 
Score: -21606880.000000 Penalty: 1204.803223
	Iteration 8Q: 3 clusters Score -2.160688e+07 nChanged 12199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344317 members 
Mstep: Class 2 contains 217873 members 
Entering Unmasked Estep 
Score: -21609816.000000 Penalty: 1204.803223
	Iteration 9Q: 3 clusters Score -2.160982e+07 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351573 members 
Mstep: Class 2 contains 210617 members 
Entering Unmasked Estep 
Score: -21611564.000000 Penalty: 1204.803223
	Iteration 10Q: 3 clusters Score -2.161156e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359233 members 
Mstep: Class 2 contains 202957 members 
Entering Unmasked Estep 
Score: -21613506.000000 Penalty: 1204.803223
	Iteration 11Q: 3 clusters Score -2.161351e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367129 members 
Mstep: Class 2 contains 195061 members 
Entering Unmasked Estep 
Score: -21615256.000000 Penalty: 1204.803223
	Iteration 12Q: 3 clusters Score -2.161526e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375164 members 
Mstep: Class 2 contains 187026 members 
Entering Unmasked Estep 
Score: -21616928.000000 Penalty: 1204.803223
	Iteration 13Q: 3 clusters Score -2.161693e+07 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383314 members 
Mstep: Class 2 contains 178876 members 
Entering Unmasked Estep 
Score: -21618632.000000 Penalty: 1204.803223
	Iteration 14Q: 3 clusters Score -2.161863e+07 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391266 members 
Mstep: Class 2 contains 170924 members 
Entering Unmasked Estep 
Score: -21620328.000000 Penalty: 1204.803223
	Iteration 15Q: 3 clusters Score -2.162033e+07 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399126 members 
Mstep: Class 2 contains 163064 members 
Entering Unmasked Estep 
Score: -21622250.000000 Penalty: 1204.803223
	Iteration 16Q: 3 clusters Score -2.162225e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406933 members 
Mstep: Class 2 contains 155257 members 
Entering Unmasked Estep 
Score: -21624180.000000 Penalty: 1204.803223
	Iteration 17Q: 3 clusters Score -2.162418e+07 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414456 members 
Mstep: Class 2 contains 147734 members 
Entering Unmasked Estep 
Score: -21625408.000000 Penalty: 1204.803223
	Iteration 18Q: 3 clusters Score -2.162541e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421557 members 
Mstep: Class 2 contains 140633 members 
Entering Unmasked Estep 
Score: -21626830.000000 Penalty: 1204.803223
	Iteration 19Q: 3 clusters Score -2.162683e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428211 members 
Mstep: Class 2 contains 133979 members 
Entering Unmasked Estep 
Score: -21628674.000000 Penalty: 1204.803223
	Iteration 20F: 3 clusters Score -2.162867e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434483 members 
Mstep: Class 2 contains 127707 members 
Entering Unmasked Estep 
Score: -21630230.000000 Penalty: 1204.803223
	Iteration 21Q: 3 clusters Score -2.163023e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440462 members 
Mstep: Class 2 contains 121728 members 
Entering Unmasked Estep 
Score: -21631406.000000 Penalty: 1204.803223
	Iteration 22Q: 3 clusters Score -2.163141e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446054 members 
Mstep: Class 2 contains 116136 members 
Entering Unmasked Estep 
Score: -21632430.000000 Penalty: 1204.803223
	Iteration 23Q: 3 clusters Score -2.163243e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451342 members 
Mstep: Class 2 contains 110848 members 
Entering Unmasked Estep 
Score: -21633730.000000 Penalty: 1204.803223
	Iteration 24Q: 3 clusters Score -2.163373e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456290 members 
Mstep: Class 2 contains 105900 members 
Entering Unmasked Estep 
Score: -21634726.000000 Penalty: 1204.803223
	Iteration 25Q: 3 clusters Score -2.163473e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461035 members 
Mstep: Class 2 contains 101155 members 
Entering Unmasked Estep 
Score: -21635980.000000 Penalty: 1204.803223
	Iteration 26Q: 3 clusters Score -2.163598e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465496 members 
Mstep: Class 2 contains 96694 members 
Entering Unmasked Estep 
Score: -21637764.000000 Penalty: 1204.803223
	Iteration 27Q: 3 clusters Score -2.163776e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469769 members 
Mstep: Class 2 contains 92421 members 
Entering Unmasked Estep 
Score: -21639386.000000 Penalty: 1204.803223
	Iteration 28Q: 3 clusters Score -2.163939e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473830 members 
Mstep: Class 2 contains 88360 members 
Entering Unmasked Estep 
Score: -21640882.000000 Penalty: 1204.803223
	Iteration 29Q: 3 clusters Score -2.164088e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477740 members 
Mstep: Class 2 contains 84450 members 
Entering Unmasked Estep 
Score: -21642250.000000 Penalty: 1204.803223
	Iteration 30Q: 3 clusters Score -2.164225e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481501 members 
Mstep: Class 2 contains 80689 members 
Entering Unmasked Estep 
Score: -21643504.000000 Penalty: 1204.803223
	Iteration 31Q: 3 clusters Score -2.16435e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485208 members 
Mstep: Class 2 contains 76982 members 
Entering Unmasked Estep 
Score: -21644774.000000 Penalty: 1204.803223
	Iteration 32Q: 3 clusters Score -2.164477e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488728 members 
Mstep: Class 2 contains 73462 members 
Entering Unmasked Estep 
Score: -21646054.000000 Penalty: 1204.803223
	Iteration 33Q: 3 clusters Score -2.164605e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492157 members 
Mstep: Class 2 contains 70033 members 
Entering Unmasked Estep 
Score: -21647394.000000 Penalty: 1204.803223
	Iteration 34Q: 3 clusters Score -2.164739e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495635 members 
Mstep: Class 2 contains 66555 members 
Entering Unmasked Estep 
Score: -21648528.000000 Penalty: 1204.803223
	Iteration 35Q: 3 clusters Score -2.164853e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498987 members 
Mstep: Class 2 contains 63203 members 
Entering Unmasked Estep 
Score: -21649424.000000 Penalty: 1204.803223
	Iteration 36Q: 3 clusters Score -2.164942e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502233 members 
Mstep: Class 2 contains 59957 members 
Entering Unmasked Estep 
Score: -21650452.000000 Penalty: 1204.803223
	Iteration 37Q: 3 clusters Score -2.165045e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505352 members 
Mstep: Class 2 contains 56838 members 
Entering Unmasked Estep 
Score: -21651362.000000 Penalty: 1204.803223
	Iteration 38Q: 3 clusters Score -2.165136e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508289 members 
Mstep: Class 2 contains 53901 members 
Entering Unmasked Estep 
Score: -21652322.000000 Penalty: 1204.803223
	Iteration 39Q: 3 clusters Score -2.165232e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511076 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -21653034.000000 Penalty: 1204.803223
	Iteration 40F: 3 clusters Score -2.165303e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513770 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
Score: -21653712.000000 Penalty: 1204.803223
	Iteration 41Q: 3 clusters Score -2.165371e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516279 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -21654416.000000 Penalty: 1204.803223
	Iteration 42Q: 3 clusters Score -2.165442e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518676 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -21655070.000000 Penalty: 1204.803223
	Iteration 43Q: 3 clusters Score -2.165507e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520975 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -21655918.000000 Penalty: 1204.803223
	Iteration 44Q: 3 clusters Score -2.165592e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523238 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -21656918.000000 Penalty: 1204.803223
	Iteration 45Q: 3 clusters Score -2.165692e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525433 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -21657802.000000 Penalty: 1204.803223
	Iteration 46Q: 3 clusters Score -2.16578e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527521 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -21658560.000000 Penalty: 1204.803223
	Iteration 47Q: 3 clusters Score -2.165856e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529422 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -21659158.000000 Penalty: 1204.803223
	Iteration 48Q: 3 clusters Score -2.165916e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531260 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -21659784.000000 Penalty: 1204.803223
	Iteration 49Q: 3 clusters Score -2.165978e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533036 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -21660624.000000 Penalty: 1204.803223
	Iteration 50Q: 3 clusters Score -2.166062e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534754 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -21661240.000000 Penalty: 1204.803223
	Iteration 51Q: 3 clusters Score -2.166124e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536398 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -21661904.000000 Penalty: 1204.803223
	Iteration 52Q: 3 clusters Score -2.16619e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537966 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -21662382.000000 Penalty: 1204.803223
	Iteration 53Q: 3 clusters Score -2.166238e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539443 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -21662956.000000 Penalty: 1204.803223
	Iteration 54Q: 3 clusters Score -2.166296e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540841 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -21663390.000000 Penalty: 1204.803223
	Iteration 55Q: 3 clusters Score -2.166339e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542119 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -21663958.000000 Penalty: 1204.803223
	Iteration 56Q: 3 clusters Score -2.166396e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543359 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -21664354.000000 Penalty: 1204.803223
	Iteration 57Q: 3 clusters Score -2.166435e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544475 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -21664794.000000 Penalty: 1204.803223
	Iteration 58Q: 3 clusters Score -2.166479e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545470 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -21665138.000000 Penalty: 1204.803223
	Iteration 59Q: 3 clusters Score -2.166514e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546411 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -21665512.000000 Penalty: 1204.803223
	Iteration 60F: 3 clusters Score -2.166551e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547316 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -21665882.000000 Penalty: 1204.803223
	Iteration 61Q: 3 clusters Score -2.166588e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548189 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -21666060.000000 Penalty: 1204.803223
	Iteration 62Q: 3 clusters Score -2.166606e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548989 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -21666344.000000 Penalty: 1204.803223
	Iteration 63Q: 3 clusters Score -2.166634e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549732 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -21666634.000000 Penalty: 1204.803223
	Iteration 64Q: 3 clusters Score -2.166663e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550423 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -21666858.000000 Penalty: 1204.803223
	Iteration 65Q: 3 clusters Score -2.166686e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551075 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -21666932.000000 Penalty: 1204.803223
	Iteration 66Q: 3 clusters Score -2.166693e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551663 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -21667038.000000 Penalty: 1204.803223
	Iteration 67Q: 3 clusters Score -2.166704e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552227 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -21667234.000000 Penalty: 1204.803223
	Iteration 68Q: 3 clusters Score -2.166723e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552773 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -21667376.000000 Penalty: 1204.803223
	Iteration 69Q: 3 clusters Score -2.166738e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553263 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -21667500.000000 Penalty: 1204.803223
	Iteration 70Q: 3 clusters Score -2.16675e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553710 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -21667666.000000 Penalty: 1204.803223
	Iteration 71Q: 3 clusters Score -2.166767e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554132 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -21667858.000000 Penalty: 1204.803223
	Iteration 72Q: 3 clusters Score -2.166786e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554554 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -21667920.000000 Penalty: 1204.803223
	Iteration 73Q: 3 clusters Score -2.166792e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554954 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -21668160.000000 Penalty: 1204.803223
	Iteration 74Q: 3 clusters Score -2.166816e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555288 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -21668256.000000 Penalty: 1204.803223
	Iteration 75Q: 3 clusters Score -2.166826e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555590 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -21668374.000000 Penalty: 1204.803223
	Iteration 76Q: 3 clusters Score -2.166837e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555864 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -21668442.000000 Penalty: 1204.803223
	Iteration 77Q: 3 clusters Score -2.166844e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556133 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -21668524.000000 Penalty: 1204.803223
	Iteration 78Q: 3 clusters Score -2.166852e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556377 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -21668600.000000 Penalty: 1204.803223
	Iteration 79Q: 3 clusters Score -2.16686e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556586 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -21668692.000000 Penalty: 1204.803223
	Iteration 80F: 3 clusters Score -2.166869e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556797 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -21668774.000000 Penalty: 1204.803223
	Iteration 81Q: 3 clusters Score -2.166877e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557034 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -21668910.000000 Penalty: 1204.803223
	Iteration 82Q: 3 clusters Score -2.166891e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557256 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -21668964.000000 Penalty: 1204.803223
	Iteration 83Q: 3 clusters Score -2.166896e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557459 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -21669046.000000 Penalty: 1204.803223
	Iteration 84Q: 3 clusters Score -2.166905e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557664 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -21669062.000000 Penalty: 1204.803223
	Iteration 85Q: 3 clusters Score -2.166906e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557830 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -21669136.000000 Penalty: 1204.803223
	Iteration 86Q: 3 clusters Score -2.166914e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557979 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -21669222.000000 Penalty: 1204.803223
	Iteration 87Q: 3 clusters Score -2.166922e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558118 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -21669308.000000 Penalty: 1204.803223
	Iteration 88Q: 3 clusters Score -2.166931e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558242 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -21669352.000000 Penalty: 1204.803223
	Iteration 89Q: 3 clusters Score -2.166935e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558346 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -21669410.000000 Penalty: 1204.803223
	Iteration 90Q: 3 clusters Score -2.166941e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558446 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -21669452.000000 Penalty: 1204.803223
	Iteration 91Q: 3 clusters Score -2.166945e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558538 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -21669496.000000 Penalty: 1204.803223
	Iteration 92Q: 3 clusters Score -2.16695e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558625 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -21669514.000000 Penalty: 1204.803223
	Iteration 93Q: 3 clusters Score -2.166951e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558697 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -21669536.000000 Penalty: 1204.803223
	Iteration 94Q: 3 clusters Score -2.166954e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558762 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -21669530.000000 Penalty: 1204.803223
	Iteration 95Q: 3 clusters Score -2.166953e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558822 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -21669570.000000 Penalty: 1204.803223
	Iteration 96Q: 3 clusters Score -2.166957e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558877 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -21669594.000000 Penalty: 1204.803223
	Iteration 97Q: 3 clusters Score -2.166959e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558935 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -21669626.000000 Penalty: 1204.803223
	Iteration 98Q: 3 clusters Score -2.166963e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558985 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -21669652.000000 Penalty: 1204.803223
	Iteration 99Q: 3 clusters Score -2.166965e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559020 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -21669630.000000 Penalty: 1204.803223
	Iteration 100F: 3 clusters Score -2.166963e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559052 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -21669620.000000 Penalty: 1204.803223
	Iteration 101Q: 3 clusters Score -2.166962e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559077 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -21669644.000000 Penalty: 1204.803223
	Iteration 102Q: 3 clusters Score -2.166964e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559096 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -21669652.000000 Penalty: 1204.803223
	Iteration 103Q: 3 clusters Score -2.166965e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559113 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -21669652.000000 Penalty: 1204.803223
	Iteration 104Q: 3 clusters Score -2.166965e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559129 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -21669644.000000 Penalty: 1204.803223
	Iteration 105Q: 3 clusters Score -2.166964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559137 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -21669654.000000 Penalty: 1204.803223
	Iteration 106Q: 3 clusters Score -2.166965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559146 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -21669650.000000 Penalty: 1204.803223
	Iteration 107Q: 3 clusters Score -2.166965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559149 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -21669638.000000 Penalty: 1204.803223
	Iteration 108Q: 3 clusters Score -2.166964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559156 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -21669632.000000 Penalty: 1204.803223
	Iteration 109Q: 3 clusters Score -2.166963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559158 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -21669648.000000 Penalty: 1204.803223
	Iteration 110Q: 3 clusters Score -2.166965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559162 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -21669650.000000 Penalty: 1204.803223
	Iteration 111Q: 3 clusters Score -2.166965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559167 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -21669638.000000 Penalty: 1204.803223
	Iteration 112Q: 3 clusters Score -2.166964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559171 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -21669638.000000 Penalty: 1204.803223
	Iteration 113Q: 3 clusters Score -2.166964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559175 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -21669648.000000 Penalty: 1204.803223
	Iteration 114Q: 3 clusters Score -2.166965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559180 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -21669640.000000 Penalty: 1204.803223
	Iteration 115Q: 3 clusters Score -2.166964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559189 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -21669648.000000 Penalty: 1204.803223
	Iteration 116Q: 3 clusters Score -2.166965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559194 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -21669638.000000 Penalty: 1204.803223
	Iteration 117Q: 3 clusters Score -2.166964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559198 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -21669652.000000 Penalty: 1204.803223
	Iteration 118Q: 3 clusters Score -2.166965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559203 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -21669644.000000 Penalty: 1204.803223
	Iteration 119Q: 3 clusters Score -2.166964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559204 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -21669636.000000 Penalty: 1204.803223
	Iteration 120F: 3 clusters Score -2.166964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559206 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -21669640.000000 Penalty: 1204.803223
	Iteration 121Q: 3 clusters Score -2.166964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559208 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -21669650.000000 Penalty: 1204.803223
	Iteration 122Q: 3 clusters Score -2.166965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559210 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -21669638.000000 Penalty: 1204.803223
	Iteration 123Q: 3 clusters Score -2.166964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559213 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -21669642.000000 Penalty: 1204.803223
	Iteration 124Q: 3 clusters Score -2.166964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559218 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -21669650.000000 Penalty: 1204.803223
	Iteration 125Q: 3 clusters Score -2.166965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559222 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -21669660.000000 Penalty: 1204.803223
	Iteration 126Q: 3 clusters Score -2.166966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559226 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -21669658.000000 Penalty: 1204.803223
	Iteration 127Q: 3 clusters Score -2.166966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559230 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -21669646.000000 Penalty: 1204.803223
	Iteration 128Q: 3 clusters Score -2.166965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559237 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -21669648.000000 Penalty: 1204.803223
	Iteration 129Q: 3 clusters Score -2.166965e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559249 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -21669652.000000 Penalty: 1204.803223
	Iteration 130Q: 3 clusters Score -2.166965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559258 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -21669660.000000 Penalty: 1204.803223
	Iteration 131Q: 3 clusters Score -2.166966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559268 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -21669660.000000 Penalty: 1204.803223
	Iteration 132Q: 3 clusters Score -2.166966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559276 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -21669662.000000 Penalty: 1204.803223
	Iteration 133Q: 3 clusters Score -2.166966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559283 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -21669664.000000 Penalty: 1204.803223
	Iteration 134Q: 3 clusters Score -2.166966e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559292 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -21669658.000000 Penalty: 1204.803223
	Iteration 135Q: 3 clusters Score -2.166966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559300 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -21669670.000000 Penalty: 1204.803223
	Iteration 136Q: 3 clusters Score -2.166967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559306 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -21669668.000000 Penalty: 1204.803223
	Iteration 137Q: 3 clusters Score -2.166967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559313 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -21669682.000000 Penalty: 1204.803223
	Iteration 138Q: 3 clusters Score -2.166968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559319 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -21669678.000000 Penalty: 1204.803223
	Iteration 139Q: 3 clusters Score -2.166968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559324 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -21669678.000000 Penalty: 1204.803223
	Iteration 140F: 3 clusters Score -2.166968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559325 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -21669692.000000 Penalty: 1204.803223
	Iteration 141Q: 3 clusters Score -2.166969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559327 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -21669700.000000 Penalty: 1204.803223
	Iteration 142Q: 3 clusters Score -2.16697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559330 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -21669696.000000 Penalty: 1204.803223
	Iteration 143Q: 3 clusters Score -2.16697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559332 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -21669708.000000 Penalty: 1204.803223
	Iteration 144Q: 3 clusters Score -2.166971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559335 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -21669696.000000 Penalty: 1204.803223
	Iteration 145Q: 3 clusters Score -2.16697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559340 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -21669698.000000 Penalty: 1204.803223
	Iteration 146Q: 3 clusters Score -2.16697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559345 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -21669688.000000 Penalty: 1204.803223
	Iteration 147Q: 3 clusters Score -2.166969e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559352 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -21669698.000000 Penalty: 1204.803223
	Iteration 148Q: 3 clusters Score -2.16697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559358 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -21669694.000000 Penalty: 1204.803223
	Iteration 149Q: 3 clusters Score -2.166969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559363 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -21669712.000000 Penalty: 1204.803223
	Iteration 150Q: 3 clusters Score -2.166971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559367 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -21669698.000000 Penalty: 1204.803223
	Iteration 151Q: 3 clusters Score -2.16697e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559374 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -21669712.000000 Penalty: 1204.803223
	Iteration 152Q: 3 clusters Score -2.166971e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559381 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -21669716.000000 Penalty: 1204.803223
	Iteration 153Q: 3 clusters Score -2.166972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559389 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -21669720.000000 Penalty: 1204.803223
	Iteration 154Q: 3 clusters Score -2.166972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559394 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -21669722.000000 Penalty: 1204.803223
	Iteration 155Q: 3 clusters Score -2.166972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559403 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -21669710.000000 Penalty: 1204.803223
	Iteration 156Q: 3 clusters Score -2.166971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559410 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -21669702.000000 Penalty: 1204.803223
	Iteration 157Q: 3 clusters Score -2.16697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559412 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -21669722.000000 Penalty: 1204.803223
	Iteration 158Q: 3 clusters Score -2.166972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559415 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -21669720.000000 Penalty: 1204.803223
	Iteration 159Q: 3 clusters Score -2.166972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559419 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -21669724.000000 Penalty: 1204.803223
	Iteration 160F: 3 clusters Score -2.166972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559420 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -21669722.000000 Penalty: 1204.803223
	Iteration 161Q: 3 clusters Score -2.166972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559421 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -21669724.000000 Penalty: 1204.803223
	Iteration 162Q: 3 clusters Score -2.166972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559423 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -21669718.000000 Penalty: 1204.803223
	Iteration 163Q: 3 clusters Score -2.166972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559425 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -21669724.000000 Penalty: 1204.803223
	Iteration 164Q: 3 clusters Score -2.166972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559428 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -21669726.000000 Penalty: 1204.803223
	Iteration 165Q: 3 clusters Score -2.166973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559430 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -21669720.000000 Penalty: 1204.803223
	Iteration 166Q: 3 clusters Score -2.166972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559432 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -21669724.000000 Penalty: 1204.803223
	Iteration 167Q: 3 clusters Score -2.166972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559432 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -21669724.000000 Penalty: 1204.803223
	Iteration 168F: 3 clusters Score -2.166972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Entering Unmasked Estep 
Score: -111525.750000 Penalty: 367.083801
	Iteration 0F: 2 clusters Score -111525.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -109339.515625 Penalty: 734.167603
	Iteration 0F: 3 clusters Score -109339.5 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -110085.179688 Penalty: 734.167603
	Iteration 1F: 3 clusters Score -110085.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -110257.109375 Penalty: 734.167603
	Iteration 2F: 3 clusters Score -110257.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -110436.562500 Penalty: 734.167603
	Iteration 3F: 3 clusters Score -110436.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -110609.148438 Penalty: 734.167603
	Iteration 4F: 3 clusters Score -110609.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -110761.546875 Penalty: 734.167603
	Iteration 5F: 3 clusters Score -110761.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -110854.031250 Penalty: 734.167603
	Iteration 6Q: 3 clusters Score -110854 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -110918.257812 Penalty: 734.167603
	Iteration 7Q: 3 clusters Score -110918.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -110966.171875 Penalty: 734.167603
	Iteration 8Q: 3 clusters Score -110966.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -111005.218750 Penalty: 734.167603
	Iteration 9Q: 3 clusters Score -111005.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -111042.437500 Penalty: 734.167603
	Iteration 10Q: 3 clusters Score -111042.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -111067.875000 Penalty: 734.167603
	Iteration 11Q: 3 clusters Score -111067.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -111076.843750 Penalty: 734.167603
	Iteration 12Q: 3 clusters Score -111076.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -111085.164062 Penalty: 734.167603
	Iteration 13Q: 3 clusters Score -111085.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -111095.914062 Penalty: 734.167603
	Iteration 14Q: 3 clusters Score -111095.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -111107.953125 Penalty: 734.167603
	Iteration 15Q: 3 clusters Score -111108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -111116.625000 Penalty: 734.167603
	Iteration 16Q: 3 clusters Score -111116.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -111125.789062 Penalty: 734.167603
	Iteration 17Q: 3 clusters Score -111125.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -111137.976562 Penalty: 734.167603
	Iteration 18Q: 3 clusters Score -111138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -111146.500000 Penalty: 734.167603
	Iteration 19Q: 3 clusters Score -111146.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -111152.992188 Penalty: 734.167603
	Iteration 20F: 3 clusters Score -111153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -111160.695312 Penalty: 734.167603
	Iteration 21Q: 3 clusters Score -111160.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -111173.101562 Penalty: 734.167603
	Iteration 22Q: 3 clusters Score -111173.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -111183.078125 Penalty: 734.167603
	Iteration 23Q: 3 clusters Score -111183.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -111192.507812 Penalty: 734.167603
	Iteration 24Q: 3 clusters Score -111192.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -111200.406250 Penalty: 734.167603
	Iteration 25Q: 3 clusters Score -111200.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -111209.531250 Penalty: 734.167603
	Iteration 26Q: 3 clusters Score -111209.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -111219.867188 Penalty: 734.167603
	Iteration 27Q: 3 clusters Score -111219.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -111224.703125 Penalty: 734.167603
	Iteration 28Q: 3 clusters Score -111224.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -111228.671875 Penalty: 734.167603
	Iteration 29Q: 3 clusters Score -111228.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -111232.046875 Penalty: 734.167603
	Iteration 30Q: 3 clusters Score -111232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -111233.171875 Penalty: 734.167603
	Iteration 31Q: 3 clusters Score -111233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -111233.289062 Penalty: 734.167603
	Iteration 32Q: 3 clusters Score -111233.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -111233.289062 Penalty: 734.167603
	Iteration 33F: 3 clusters Score -111233.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Entering Unmasked Estep 
Score: -277991.187500 Penalty: 405.926300
	Iteration 0F: 2 clusters Score -277991.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -272999.843750 Penalty: 811.852600
	Iteration 0F: 3 clusters Score -272999.8 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -274909.406250 Penalty: 811.852600
	Iteration 1F: 3 clusters Score -274909.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -275092.031250 Penalty: 811.852600
	Iteration 2F: 3 clusters Score -275092 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -275352.625000 Penalty: 811.852600
	Iteration 3F: 3 clusters Score -275352.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -275703.000000 Penalty: 811.852600
	Iteration 4F: 3 clusters Score -275703 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -276024.125000 Penalty: 811.852600
	Iteration 5F: 3 clusters Score -276024.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -276315.031250 Penalty: 811.852600
	Iteration 6F: 3 clusters Score -276315 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -276542.187500 Penalty: 811.852600
	Iteration 7F: 3 clusters Score -276542.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -276660.125000 Penalty: 811.852600
	Iteration 8Q: 3 clusters Score -276660.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -276737.218750 Penalty: 811.852600
	Iteration 9Q: 3 clusters Score -276737.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -276784.062500 Penalty: 811.852600
	Iteration 10Q: 3 clusters Score -276784.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -276805.625000 Penalty: 811.852600
	Iteration 11Q: 3 clusters Score -276805.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -276819.156250 Penalty: 811.852600
	Iteration 12Q: 3 clusters Score -276819.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -276832.718750 Penalty: 811.852600
	Iteration 13Q: 3 clusters Score -276832.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -276841.406250 Penalty: 811.852600
	Iteration 14Q: 3 clusters Score -276841.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -276849.218750 Penalty: 811.852600
	Iteration 15Q: 3 clusters Score -276849.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -276859.125000 Penalty: 811.852600
	Iteration 16Q: 3 clusters Score -276859.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -276866.375000 Penalty: 811.852600
	Iteration 17Q: 3 clusters Score -276866.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -276873.312500 Penalty: 811.852600
	Iteration 18Q: 3 clusters Score -276873.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -276879.375000 Penalty: 811.852600
	Iteration 19Q: 3 clusters Score -276879.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -276882.750000 Penalty: 811.852600
	Iteration 20F: 3 clusters Score -276882.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -276888.062500 Penalty: 811.852600
	Iteration 21Q: 3 clusters Score -276888.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -276892.218750 Penalty: 811.852600
	Iteration 22Q: 3 clusters Score -276892.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -276896.406250 Penalty: 811.852600
	Iteration 23Q: 3 clusters Score -276896.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -276900.156250 Penalty: 811.852600
	Iteration 24Q: 3 clusters Score -276900.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -276904.625000 Penalty: 811.852600
	Iteration 25Q: 3 clusters Score -276904.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -276908.625000 Penalty: 811.852600
	Iteration 26Q: 3 clusters Score -276908.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -276915.531250 Penalty: 811.852600
	Iteration 27Q: 3 clusters Score -276915.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -276924.812500 Penalty: 811.852600
	Iteration 28Q: 3 clusters Score -276924.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -276933.406250 Penalty: 811.852600
	Iteration 29Q: 3 clusters Score -276933.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -276939.250000 Penalty: 811.852600
	Iteration 30Q: 3 clusters Score -276939.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -276944.000000 Penalty: 811.852600
	Iteration 31Q: 3 clusters Score -276944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -276948.625000 Penalty: 811.852600
	Iteration 32Q: 3 clusters Score -276948.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -276957.093750 Penalty: 811.852600
	Iteration 33Q: 3 clusters Score -276957.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -276965.593750 Penalty: 811.852600
	Iteration 34Q: 3 clusters Score -276965.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -276976.968750 Penalty: 811.852600
	Iteration 35Q: 3 clusters Score -276977 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -276988.500000 Penalty: 811.852600
	Iteration 36Q: 3 clusters Score -276988.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -277002.531250 Penalty: 811.852600
	Iteration 37Q: 3 clusters Score -277002.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -277018.625000 Penalty: 811.852600
	Iteration 38Q: 3 clusters Score -277018.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -277035.062500 Penalty: 811.852600
	Iteration 39Q: 3 clusters Score -277035.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -277053.000000 Penalty: 811.852600
	Iteration 40F: 3 clusters Score -277053 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -277071.968750 Penalty: 811.852600
	Iteration 41Q: 3 clusters Score -277072 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -277091.156250 Penalty: 811.852600
	Iteration 42Q: 3 clusters Score -277091.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -277118.500000 Penalty: 811.852600
	Iteration 43Q: 3 clusters Score -277118.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -277153.875000 Penalty: 811.852600
	Iteration 44Q: 3 clusters Score -277153.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -277201.812500 Penalty: 811.852600
	Iteration 45Q: 3 clusters Score -277201.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -277249.781250 Penalty: 811.852600
	Iteration 46Q: 3 clusters Score -277249.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -277301.875000 Penalty: 811.852600
	Iteration 47Q: 3 clusters Score -277301.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -277347.000000 Penalty: 811.852600
	Iteration 48Q: 3 clusters Score -277347 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -277376.593750 Penalty: 811.852600
	Iteration 49Q: 3 clusters Score -277376.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -277402.687500 Penalty: 811.852600
	Iteration 50Q: 3 clusters Score -277402.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -277420.750000 Penalty: 811.852600
	Iteration 51Q: 3 clusters Score -277420.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -277439.468750 Penalty: 811.852600
	Iteration 52Q: 3 clusters Score -277439.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -277461.062500 Penalty: 811.852600
	Iteration 53Q: 3 clusters Score -277461.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -277486.031250 Penalty: 811.852600
	Iteration 54Q: 3 clusters Score -277486 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -277515.625000 Penalty: 811.852600
	Iteration 55Q: 3 clusters Score -277515.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -277537.656250 Penalty: 811.852600
	Iteration 56Q: 3 clusters Score -277537.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -277556.843750 Penalty: 811.852600
	Iteration 57Q: 3 clusters Score -277556.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -277572.062500 Penalty: 811.852600
	Iteration 58Q: 3 clusters Score -277572.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -277591.375000 Penalty: 811.852600
	Iteration 59Q: 3 clusters Score -277591.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -277617.031250 Penalty: 811.852600
	Iteration 60F: 3 clusters Score -277617 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -277633.625000 Penalty: 811.852600
	Iteration 61Q: 3 clusters Score -277633.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -277646.656250 Penalty: 811.852600
	Iteration 62Q: 3 clusters Score -277646.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -277660.000000 Penalty: 811.852600
	Iteration 63Q: 3 clusters Score -277660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -277675.312500 Penalty: 811.852600
	Iteration 64Q: 3 clusters Score -277675.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -277685.562500 Penalty: 811.852600
	Iteration 65Q: 3 clusters Score -277685.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -277692.812500 Penalty: 811.852600
	Iteration 66Q: 3 clusters Score -277692.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -277701.218750 Penalty: 811.852600
	Iteration 67Q: 3 clusters Score -277701.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -277708.343750 Penalty: 811.852600
	Iteration 68Q: 3 clusters Score -277708.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -277712.062500 Penalty: 811.852600
	Iteration 69Q: 3 clusters Score -277712.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -277716.468750 Penalty: 811.852600
	Iteration 70Q: 3 clusters Score -277716.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -277720.218750 Penalty: 811.852600
	Iteration 71Q: 3 clusters Score -277720.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -277722.812500 Penalty: 811.852600
	Iteration 72Q: 3 clusters Score -277722.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -277726.437500 Penalty: 811.852600
	Iteration 73Q: 3 clusters Score -277726.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -277728.375000 Penalty: 811.852600
	Iteration 74Q: 3 clusters Score -277728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -277728.812500 Penalty: 811.852600
	Iteration 75Q: 3 clusters Score -277728.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -277728.687500 Penalty: 811.852600
	Iteration 76Q: 3 clusters Score -277728.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -277728.687500 Penalty: 811.852600
	Iteration 77F: 3 clusters Score -277728.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Entering Unmasked Estep 
Score: -27959.001953 Penalty: 304.489807
	Iteration 0F: 2 clusters Score -27959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -27286.146484 Penalty: 608.979614
	Iteration 0F: 3 clusters Score -27286.15 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -27559.685547 Penalty: 608.979614
	Iteration 1F: 3 clusters Score -27559.69 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -27654.845703 Penalty: 608.979614
	Iteration 2F: 3 clusters Score -27654.85 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -27694.714844 Penalty: 608.979614
	Iteration 3F: 3 clusters Score -27694.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -27711.761719 Penalty: 608.979614
	Iteration 4Q: 3 clusters Score -27711.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -27724.046875 Penalty: 608.979614
	Iteration 5Q: 3 clusters Score -27724.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -27733.597656 Penalty: 608.979614
	Iteration 6Q: 3 clusters Score -27733.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -27742.578125 Penalty: 608.979614
	Iteration 7Q: 3 clusters Score -27742.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -27748.599609 Penalty: 608.979614
	Iteration 8Q: 3 clusters Score -27748.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -27755.111328 Penalty: 608.979614
	Iteration 9Q: 3 clusters Score -27755.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -27763.525391 Penalty: 608.979614
	Iteration 10Q: 3 clusters Score -27763.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -27770.380859 Penalty: 608.979614
	Iteration 11Q: 3 clusters Score -27770.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -27774.490234 Penalty: 608.979614
	Iteration 12Q: 3 clusters Score -27774.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -27777.763672 Penalty: 608.979614
	Iteration 13Q: 3 clusters Score -27777.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -27781.892578 Penalty: 608.979614
	Iteration 14Q: 3 clusters Score -27781.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -27788.787109 Penalty: 608.979614
	Iteration 15Q: 3 clusters Score -27788.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -27795.441406 Penalty: 608.979614
	Iteration 16Q: 3 clusters Score -27795.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -27804.798828 Penalty: 608.979614
	Iteration 17Q: 3 clusters Score -27804.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -27810.519531 Penalty: 608.979614
	Iteration 18Q: 3 clusters Score -27810.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -27814.261719 Penalty: 608.979614
	Iteration 19Q: 3 clusters Score -27814.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -27815.613281 Penalty: 608.979614
	Iteration 20F: 3 clusters Score -27815.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -27816.638672 Penalty: 608.979614
	Iteration 21Q: 3 clusters Score -27816.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -27817.046875 Penalty: 608.979614
	Iteration 22Q: 3 clusters Score -27817.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -27817.046875 Penalty: 608.979614
	Iteration 23F: 3 clusters Score -27817.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -114003.351562 Penalty: 366.969574
	Iteration 0F: 2 clusters Score -114003.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -111783.914062 Penalty: 733.939148
	Iteration 0F: 3 clusters Score -111783.9 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -112712.554688 Penalty: 733.939148
	Iteration 1F: 3 clusters Score -112712.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -112841.843750 Penalty: 733.939148
	Iteration 2F: 3 clusters Score -112841.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -112968.046875 Penalty: 733.939148
	Iteration 3F: 3 clusters Score -112968 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -113090.546875 Penalty: 733.939148
	Iteration 4F: 3 clusters Score -113090.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -113175.734375 Penalty: 733.939148
	Iteration 5Q: 3 clusters Score -113175.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -113229.257812 Penalty: 733.939148
	Iteration 6Q: 3 clusters Score -113229.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -113266.312500 Penalty: 733.939148
	Iteration 7Q: 3 clusters Score -113266.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -113290.281250 Penalty: 733.939148
	Iteration 8Q: 3 clusters Score -113290.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -113306.171875 Penalty: 733.939148
	Iteration 9Q: 3 clusters Score -113306.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -113323.156250 Penalty: 733.939148
	Iteration 10Q: 3 clusters Score -113323.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -113338.226562 Penalty: 733.939148
	Iteration 11Q: 3 clusters Score -113338.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -113351.078125 Penalty: 733.939148
	Iteration 12Q: 3 clusters Score -113351.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -113366.921875 Penalty: 733.939148
	Iteration 13Q: 3 clusters Score -113366.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -113379.820312 Penalty: 733.939148
	Iteration 14Q: 3 clusters Score -113379.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -113391.281250 Penalty: 733.939148
	Iteration 15Q: 3 clusters Score -113391.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -113403.640625 Penalty: 733.939148
	Iteration 16Q: 3 clusters Score -113403.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -113419.664062 Penalty: 733.939148
	Iteration 17Q: 3 clusters Score -113419.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -113440.375000 Penalty: 733.939148
	Iteration 18Q: 3 clusters Score -113440.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -113463.320312 Penalty: 733.939148
	Iteration 19Q: 3 clusters Score -113463.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -113496.820312 Penalty: 733.939148
	Iteration 20F: 3 clusters Score -113496.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -113532.601562 Penalty: 733.939148
	Iteration 21Q: 3 clusters Score -113532.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -113562.273438 Penalty: 733.939148
	Iteration 22Q: 3 clusters Score -113562.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -113594.492188 Penalty: 733.939148
	Iteration 23Q: 3 clusters Score -113594.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -113630.648438 Penalty: 733.939148
	Iteration 24Q: 3 clusters Score -113630.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -113658.046875 Penalty: 733.939148
	Iteration 25Q: 3 clusters Score -113658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -113681.867188 Penalty: 733.939148
	Iteration 26Q: 3 clusters Score -113681.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -113696.625000 Penalty: 733.939148
	Iteration 27Q: 3 clusters Score -113696.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -113703.085938 Penalty: 733.939148
	Iteration 28Q: 3 clusters Score -113703.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -113713.398438 Penalty: 733.939148
	Iteration 29Q: 3 clusters Score -113713.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -113721.023438 Penalty: 733.939148
	Iteration 30Q: 3 clusters Score -113721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -113726.007812 Penalty: 733.939148
	Iteration 31Q: 3 clusters Score -113726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -113729.062500 Penalty: 733.939148
	Iteration 32Q: 3 clusters Score -113729.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -113733.015625 Penalty: 733.939148
	Iteration 33Q: 3 clusters Score -113733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -113741.015625 Penalty: 733.939148
	Iteration 34Q: 3 clusters Score -113741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -113749.851562 Penalty: 733.939148
	Iteration 35Q: 3 clusters Score -113749.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -113753.226562 Penalty: 733.939148
	Iteration 36Q: 3 clusters Score -113753.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -113754.515625 Penalty: 733.939148
	Iteration 37Q: 3 clusters Score -113754.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -113754.515625 Penalty: 733.939148
	Iteration 38F: 3 clusters Score -113754.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -36689.339844 Penalty: 317.381317
	Iteration 0F: 2 clusters Score -36689.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -35839.703125 Penalty: 634.762634
	Iteration 0F: 3 clusters Score -35839.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -36090.500000 Penalty: 634.762634
	Iteration 1F: 3 clusters Score -36090.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -36135.386719 Penalty: 634.762634
	Iteration 2F: 3 clusters Score -36135.39 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -36175.492188 Penalty: 634.762634
	Iteration 3Q: 3 clusters Score -36175.49 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -36205.292969 Penalty: 634.762634
	Iteration 4Q: 3 clusters Score -36205.29 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -36233.867188 Penalty: 634.762634
	Iteration 5Q: 3 clusters Score -36233.87 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -36264.996094 Penalty: 634.762634
	Iteration 6Q: 3 clusters Score -36265 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -36302.265625 Penalty: 634.762634
	Iteration 7Q: 3 clusters Score -36302.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -36338.140625 Penalty: 634.762634
	Iteration 8Q: 3 clusters Score -36338.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -36366.007812 Penalty: 634.762634
	Iteration 9Q: 3 clusters Score -36366.01 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -36388.867188 Penalty: 634.762634
	Iteration 10Q: 3 clusters Score -36388.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -36408.777344 Penalty: 634.762634
	Iteration 11Q: 3 clusters Score -36408.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -36431.914062 Penalty: 634.762634
	Iteration 12Q: 3 clusters Score -36431.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -36456.070312 Penalty: 634.762634
	Iteration 13Q: 3 clusters Score -36456.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -36475.789062 Penalty: 634.762634
	Iteration 14Q: 3 clusters Score -36475.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -36479.328125 Penalty: 634.762634
	Iteration 15Q: 3 clusters Score -36479.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -36481.136719 Penalty: 634.762634
	Iteration 16Q: 3 clusters Score -36481.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -36481.722656 Penalty: 634.762634
	Iteration 17Q: 3 clusters Score -36481.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -36481.722656 Penalty: 634.762634
	Iteration 18F: 3 clusters Score -36481.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Entering Unmasked Estep 
Score: -249116.234375 Penalty: 402.600647
	Iteration 0F: 2 clusters Score -249116.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -244590.640625 Penalty: 805.201294
	Iteration 0F: 3 clusters Score -244590.6 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -246658.281250 Penalty: 805.201294
	Iteration 1F: 3 clusters Score -246658.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -246976.843750 Penalty: 805.201294
	Iteration 2F: 3 clusters Score -246976.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -247311.781250 Penalty: 805.201294
	Iteration 3F: 3 clusters Score -247311.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -247632.531250 Penalty: 805.201294
	Iteration 4F: 3 clusters Score -247632.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -247958.937500 Penalty: 805.201294
	Iteration 5F: 3 clusters Score -247958.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -248247.109375 Penalty: 805.201294
	Iteration 6Q: 3 clusters Score -248247.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -248492.593750 Penalty: 805.201294
	Iteration 7Q: 3 clusters Score -248492.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -248634.765625 Penalty: 805.201294
	Iteration 8Q: 3 clusters Score -248634.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -248704.671875 Penalty: 805.201294
	Iteration 9Q: 3 clusters Score -248704.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -248742.406250 Penalty: 805.201294
	Iteration 10Q: 3 clusters Score -248742.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -248766.109375 Penalty: 805.201294
	Iteration 11Q: 3 clusters Score -248766.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -248777.234375 Penalty: 805.201294
	Iteration 12Q: 3 clusters Score -248777.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -248785.781250 Penalty: 805.201294
	Iteration 13Q: 3 clusters Score -248785.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -248794.046875 Penalty: 805.201294
	Iteration 14Q: 3 clusters Score -248794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -248801.500000 Penalty: 805.201294
	Iteration 15Q: 3 clusters Score -248801.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -248807.843750 Penalty: 805.201294
	Iteration 16Q: 3 clusters Score -248807.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -248812.984375 Penalty: 805.201294
	Iteration 17Q: 3 clusters Score -248813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -248815.156250 Penalty: 805.201294
	Iteration 18Q: 3 clusters Score -248815.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -248817.109375 Penalty: 805.201294
	Iteration 19Q: 3 clusters Score -248817.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -248817.734375 Penalty: 805.201294
	Iteration 20F: 3 clusters Score -248817.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -248820.015625 Penalty: 805.201294
	Iteration 21Q: 3 clusters Score -248820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -248821.312500 Penalty: 805.201294
	Iteration 22Q: 3 clusters Score -248821.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -248821.328125 Penalty: 805.201294
	Iteration 23Q: 3 clusters Score -248821.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -248821.328125 Penalty: 805.201294
	Iteration 24F: 3 clusters Score -248821.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -46810.394531 Penalty: 328.427032
	Iteration 0F: 2 clusters Score -46810.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -45760.750000 Penalty: 656.854065
	Iteration 0F: 3 clusters Score -45760.75 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -46144.398438 Penalty: 656.854065
	Iteration 1F: 3 clusters Score -46144.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -46259.101562 Penalty: 656.854065
	Iteration 2F: 3 clusters Score -46259.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -46331.429688 Penalty: 656.854065
	Iteration 3F: 3 clusters Score -46331.43 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -46385.917969 Penalty: 656.854065
	Iteration 4F: 3 clusters Score -46385.92 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -46420.070312 Penalty: 656.854065
	Iteration 5Q: 3 clusters Score -46420.07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -46444.515625 Penalty: 656.854065
	Iteration 6Q: 3 clusters Score -46444.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -46465.125000 Penalty: 656.854065
	Iteration 7Q: 3 clusters Score -46465.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -46485.246094 Penalty: 656.854065
	Iteration 8Q: 3 clusters Score -46485.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -46511.464844 Penalty: 656.854065
	Iteration 9Q: 3 clusters Score -46511.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -46541.375000 Penalty: 656.854065
	Iteration 10Q: 3 clusters Score -46541.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -46585.929688 Penalty: 656.854065
	Iteration 11Q: 3 clusters Score -46585.93 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -46642.031250 Penalty: 656.854065
	Iteration 12Q: 3 clusters Score -46642.03 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -46736.585938 Penalty: 656.854065
	Iteration 13Q: 3 clusters Score -46736.59 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -46922.082031 Penalty: 656.854065
	Iteration 14Q: 3 clusters Score -46922.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -46992.976562 Penalty: 656.854065
	Iteration 15Q: 3 clusters Score -46992.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -47006.601562 Penalty: 656.854065
	Iteration 16Q: 3 clusters Score -47006.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -47009.691406 Penalty: 656.854065
	Iteration 17Q: 3 clusters Score -47009.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -47010.988281 Penalty: 656.854065
	Iteration 18Q: 3 clusters Score -47010.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -47012.597656 Penalty: 656.854065
	Iteration 19Q: 3 clusters Score -47012.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -47012.949219 Penalty: 656.854065
	Iteration 20F: 3 clusters Score -47012.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 10243 members 
Mstep: Class 3 contains 7212 members 
Mstep: Class 4 contains 480016 members 
Mstep: Class 5 contains 8313 members 
Mstep: Class 6 contains 6966 members 
Mstep: Class 7 contains 562190 members 
Mstep: Class 8 contains 3190 members 
Mstep: Class 9 contains 7491 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 14 contains 740 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 20215 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 12397 members 
Mstep: Class 20 contains 103966 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12423 members 
Mstep: Class 23 contains 15708 members 
Mstep: Class 24 contains 22689 members 
Mstep: Class 25 contains 9629 members 
Mstep: Class 26 contains 4139 members 
Mstep: Class 27 contains 3379 members 
Mstep: Class 28 contains 16004 members 
Mstep: Class 29 contains 1432 members 
Mstep: Class 30 contains 11719 members 
Mstep: Class 31 contains 7627 members 
Mstep: Class 32 contains 735 members 
Mstep: Class 33 contains 9495 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 3729 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 6404 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 1697 members 
Mstep: Class 40 contains 624 members 
Entering Unmasked Estep 
Score: -50376432.000000 Penalty: 25740.931641
Splitting cluster 14 changes total score from -50376484.000000 to -50376432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -17183.109375 Penalty: 281.566010
	Iteration 0F: 2 clusters Score -17183.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16709.246094 Penalty: 563.132019
	Iteration 0F: 3 clusters Score -16709.25 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16840.765625 Penalty: 563.132019
	Iteration 1F: 3 clusters Score -16840.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16868.617188 Penalty: 563.132019
	Iteration 2F: 3 clusters Score -16868.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16890.195312 Penalty: 563.132019
	Iteration 3F: 3 clusters Score -16890.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16905.832031 Penalty: 563.132019
	Iteration 4Q: 3 clusters Score -16905.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16920.533203 Penalty: 563.132019
	Iteration 5Q: 3 clusters Score -16920.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16933.115234 Penalty: 563.132019
	Iteration 6Q: 3 clusters Score -16933.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16938.189453 Penalty: 563.132019
	Iteration 7Q: 3 clusters Score -16938.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16941.324219 Penalty: 563.132019
	Iteration 8Q: 3 clusters Score -16941.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16944.464844 Penalty: 563.132019
	Iteration 9Q: 3 clusters Score -16944.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16945.593750 Penalty: 563.132019
	Iteration 10Q: 3 clusters Score -16945.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16946.222656 Penalty: 563.132019
	Iteration 11Q: 3 clusters Score -16946.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16947.189453 Penalty: 563.132019
	Iteration 12Q: 3 clusters Score -16947.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16948.574219 Penalty: 563.132019
	Iteration 13Q: 3 clusters Score -16948.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16948.933594 Penalty: 563.132019
	Iteration 14Q: 3 clusters Score -16948.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16948.933594 Penalty: 563.132019
	Iteration 15F: 3 clusters Score -16948.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Entering Unmasked Estep 
Score: -154781.828125 Penalty: 379.836945
	Iteration 0F: 2 clusters Score -154781.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -151878.312500 Penalty: 759.673889
	Iteration 0F: 3 clusters Score -151878.3 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -152925.468750 Penalty: 759.673889
	Iteration 1F: 3 clusters Score -152925.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -153046.140625 Penalty: 759.673889
	Iteration 2F: 3 clusters Score -153046.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -153173.781250 Penalty: 759.673889
	Iteration 3F: 3 clusters Score -153173.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -153348.750000 Penalty: 759.673889
	Iteration 4F: 3 clusters Score -153348.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -153617.796875 Penalty: 759.673889
	Iteration 5F: 3 clusters Score -153617.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -153910.312500 Penalty: 759.673889
	Iteration 6F: 3 clusters Score -153910.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -154141.703125 Penalty: 759.673889
	Iteration 7F: 3 clusters Score -154141.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -154293.656250 Penalty: 759.673889
	Iteration 8Q: 3 clusters Score -154293.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -154375.390625 Penalty: 759.673889
	Iteration 9Q: 3 clusters Score -154375.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -154417.406250 Penalty: 759.673889
	Iteration 10Q: 3 clusters Score -154417.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -154436.843750 Penalty: 759.673889
	Iteration 11Q: 3 clusters Score -154436.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -154446.968750 Penalty: 759.673889
	Iteration 12Q: 3 clusters Score -154447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -154454.968750 Penalty: 759.673889
	Iteration 13Q: 3 clusters Score -154455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -154459.625000 Penalty: 759.673889
	Iteration 14Q: 3 clusters Score -154459.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -154462.484375 Penalty: 759.673889
	Iteration 15Q: 3 clusters Score -154462.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -154464.296875 Penalty: 759.673889
	Iteration 16Q: 3 clusters Score -154464.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -154465.796875 Penalty: 759.673889
	Iteration 17Q: 3 clusters Score -154465.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -154465.796875 Penalty: 759.673889
	Iteration 18F: 3 clusters Score -154465.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Entering Unmasked Estep 
Score: -737620.125000 Penalty: 451.095184
	Iteration 0F: 2 clusters Score -737620.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -724170.750000 Penalty: 902.190369
	Iteration 0F: 3 clusters Score -724170.8 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -731446.375000 Penalty: 902.190369
	Iteration 1F: 3 clusters Score -731446.4 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -732405.187500 Penalty: 902.190369
	Iteration 2F: 3 clusters Score -732405.2 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -733259.250000 Penalty: 902.190369
	Iteration 3F: 3 clusters Score -733259.2 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -733891.562500 Penalty: 902.190369
	Iteration 4F: 3 clusters Score -733891.6 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -734331.187500 Penalty: 902.190369
	Iteration 5Q: 3 clusters Score -734331.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -734618.500000 Penalty: 902.190369
	Iteration 6Q: 3 clusters Score -734618.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -734801.312500 Penalty: 902.190369
	Iteration 7Q: 3 clusters Score -734801.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -734953.937500 Penalty: 902.190369
	Iteration 8Q: 3 clusters Score -734953.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -735091.312500 Penalty: 902.190369
	Iteration 9Q: 3 clusters Score -735091.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -735209.875000 Penalty: 902.190369
	Iteration 10Q: 3 clusters Score -735209.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -735313.062500 Penalty: 902.190369
	Iteration 11Q: 3 clusters Score -735313.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -735415.812500 Penalty: 902.190369
	Iteration 12Q: 3 clusters Score -735415.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -735545.937500 Penalty: 902.190369
	Iteration 13Q: 3 clusters Score -735545.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -735674.250000 Penalty: 902.190369
	Iteration 14Q: 3 clusters Score -735674.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -735805.625000 Penalty: 902.190369
	Iteration 15Q: 3 clusters Score -735805.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -735945.437500 Penalty: 902.190369
	Iteration 16Q: 3 clusters Score -735945.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -736071.562500 Penalty: 902.190369
	Iteration 17Q: 3 clusters Score -736071.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -736193.125000 Penalty: 902.190369
	Iteration 18Q: 3 clusters Score -736193.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -736306.437500 Penalty: 902.190369
	Iteration 19Q: 3 clusters Score -736306.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -736393.937500 Penalty: 902.190369
	Iteration 20F: 3 clusters Score -736393.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -736481.500000 Penalty: 902.190369
	Iteration 21Q: 3 clusters Score -736481.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -736559.375000 Penalty: 902.190369
	Iteration 22Q: 3 clusters Score -736559.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -736626.187500 Penalty: 902.190369
	Iteration 23Q: 3 clusters Score -736626.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -736674.625000 Penalty: 902.190369
	Iteration 24Q: 3 clusters Score -736674.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -736744.687500 Penalty: 902.190369
	Iteration 25Q: 3 clusters Score -736744.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -736801.187500 Penalty: 902.190369
	Iteration 26Q: 3 clusters Score -736801.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -736851.750000 Penalty: 902.190369
	Iteration 27Q: 3 clusters Score -736851.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -736900.125000 Penalty: 902.190369
	Iteration 28Q: 3 clusters Score -736900.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -736951.812500 Penalty: 902.190369
	Iteration 29Q: 3 clusters Score -736951.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -737000.687500 Penalty: 902.190369
	Iteration 30Q: 3 clusters Score -737000.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -737056.000000 Penalty: 902.190369
	Iteration 31Q: 3 clusters Score -737056 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -737105.562500 Penalty: 902.190369
	Iteration 32Q: 3 clusters Score -737105.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -737153.625000 Penalty: 902.190369
	Iteration 33Q: 3 clusters Score -737153.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -737201.812500 Penalty: 902.190369
	Iteration 34Q: 3 clusters Score -737201.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -737265.812500 Penalty: 902.190369
	Iteration 35Q: 3 clusters Score -737265.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -737333.687500 Penalty: 902.190369
	Iteration 36Q: 3 clusters Score -737333.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -737401.562500 Penalty: 902.190369
	Iteration 37Q: 3 clusters Score -737401.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -737457.812500 Penalty: 902.190369
	Iteration 38Q: 3 clusters Score -737457.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -737495.750000 Penalty: 902.190369
	Iteration 39Q: 3 clusters Score -737495.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -737527.312500 Penalty: 902.190369
	Iteration 40F: 3 clusters Score -737527.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -737554.750000 Penalty: 902.190369
	Iteration 41Q: 3 clusters Score -737554.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -737588.687500 Penalty: 902.190369
	Iteration 42Q: 3 clusters Score -737588.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -737607.187500 Penalty: 902.190369
	Iteration 43Q: 3 clusters Score -737607.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -737614.937500 Penalty: 902.190369
	Iteration 44Q: 3 clusters Score -737614.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -737623.750000 Penalty: 902.190369
	Iteration 45Q: 3 clusters Score -737623.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -737625.562500 Penalty: 902.190369
	Iteration 46Q: 3 clusters Score -737625.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -737626.187500 Penalty: 902.190369
	Iteration 47Q: 3 clusters Score -737626.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -737626.937500 Penalty: 902.190369
	Iteration 48Q: 3 clusters Score -737626.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -737626.937500 Penalty: 902.190369
	Iteration 49F: 3 clusters Score -737626.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 10243 members 
Mstep: Class 3 contains 7212 members 
Mstep: Class 4 contains 480016 members 
Mstep: Class 5 contains 8313 members 
Mstep: Class 6 contains 6966 members 
Mstep: Class 7 contains 562190 members 
Mstep: Class 8 contains 3190 members 
Mstep: Class 9 contains 7491 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 14 contains 1364 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 808 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 12397 members 
Mstep: Class 20 contains 103966 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12423 members 
Mstep: Class 23 contains 15708 members 
Mstep: Class 24 contains 22689 members 
Mstep: Class 25 contains 9629 members 
Mstep: Class 26 contains 4139 members 
Mstep: Class 27 contains 3379 members 
Mstep: Class 28 contains 16004 members 
Mstep: Class 29 contains 1432 members 
Mstep: Class 30 contains 11719 members 
Mstep: Class 31 contains 7627 members 
Mstep: Class 32 contains 735 members 
Mstep: Class 33 contains 9495 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 3729 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 6404 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 1697 members 
Mstep: Class 40 contains 19407 members 
Entering Unmasked Estep 
Score: -50376232.000000 Penalty: 25740.931641
Splitting cluster 17 changes total score from -50376484.000000 to -50376232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (2018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Entering Unmasked Estep 
Score: -73333.945312 Penalty: 346.248749
	Iteration 0F: 2 clusters Score -73333.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -71838.054688 Penalty: 692.497498
	Iteration 0F: 3 clusters Score -71838.05 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -72300.335938 Penalty: 692.497498
	Iteration 1F: 3 clusters Score -72300.34 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -72407.460938 Penalty: 692.497498
	Iteration 2F: 3 clusters Score -72407.46 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -72520.304688 Penalty: 692.497498
	Iteration 3F: 3 clusters Score -72520.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -72636.882812 Penalty: 692.497498
	Iteration 4F: 3 clusters Score -72636.88 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -72730.226562 Penalty: 692.497498
	Iteration 5F: 3 clusters Score -72730.23 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -72803.898438 Penalty: 692.497498
	Iteration 6F: 3 clusters Score -72803.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -72859.929688 Penalty: 692.497498
	Iteration 7Q: 3 clusters Score -72859.93 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -72908.789062 Penalty: 692.497498
	Iteration 8Q: 3 clusters Score -72908.79 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -72953.234375 Penalty: 692.497498
	Iteration 9Q: 3 clusters Score -72953.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -72978.125000 Penalty: 692.497498
	Iteration 10Q: 3 clusters Score -72978.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -72991.921875 Penalty: 692.497498
	Iteration 11Q: 3 clusters Score -72991.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -73005.632812 Penalty: 692.497498
	Iteration 12Q: 3 clusters Score -73005.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -73018.265625 Penalty: 692.497498
	Iteration 13Q: 3 clusters Score -73018.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -73025.218750 Penalty: 692.497498
	Iteration 14Q: 3 clusters Score -73025.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -73029.062500 Penalty: 692.497498
	Iteration 15Q: 3 clusters Score -73029.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -73029.750000 Penalty: 692.497498
	Iteration 16Q: 3 clusters Score -73029.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -73029.750000 Penalty: 692.497498
	Iteration 17F: 3 clusters Score -73029.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Entering Unmasked Estep 
Score: -455092.062500 Penalty: 428.847046
	Iteration 0F: 2 clusters Score -455092.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -446794.937500 Penalty: 857.694092
	Iteration 0F: 3 clusters Score -446794.9 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -450181.718750 Penalty: 857.694092
	Iteration 1F: 3 clusters Score -450181.7 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -450435.750000 Penalty: 857.694092
	Iteration 2Q: 3 clusters Score -450435.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -450802.906250 Penalty: 857.694092
	Iteration 3F: 3 clusters Score -450802.9 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -451335.187500 Penalty: 857.694092
	Iteration 4F: 3 clusters Score -451335.2 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -451985.031250 Penalty: 857.694092
	Iteration 5F: 3 clusters Score -451985 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -452663.937500 Penalty: 857.694092
	Iteration 6F: 3 clusters Score -452663.9 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -453262.718750 Penalty: 857.694092
	Iteration 7F: 3 clusters Score -453262.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -453785.312500 Penalty: 857.694092
	Iteration 8Q: 3 clusters Score -453785.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -454135.343750 Penalty: 857.694092
	Iteration 9Q: 3 clusters Score -454135.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -454331.812500 Penalty: 857.694092
	Iteration 10Q: 3 clusters Score -454331.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -454453.187500 Penalty: 857.694092
	Iteration 11Q: 3 clusters Score -454453.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -454525.531250 Penalty: 857.694092
	Iteration 12Q: 3 clusters Score -454525.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -454567.968750 Penalty: 857.694092
	Iteration 13Q: 3 clusters Score -454568 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -454597.718750 Penalty: 857.694092
	Iteration 14Q: 3 clusters Score -454597.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -454620.218750 Penalty: 857.694092
	Iteration 15Q: 3 clusters Score -454620.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -454632.062500 Penalty: 857.694092
	Iteration 16Q: 3 clusters Score -454632.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -454638.625000 Penalty: 857.694092
	Iteration 17Q: 3 clusters Score -454638.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -454645.343750 Penalty: 857.694092
	Iteration 18Q: 3 clusters Score -454645.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -454650.968750 Penalty: 857.694092
	Iteration 19Q: 3 clusters Score -454651 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -454653.000000 Penalty: 857.694092
	Iteration 20F: 3 clusters Score -454653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -454654.968750 Penalty: 857.694092
	Iteration 21Q: 3 clusters Score -454655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -454657.375000 Penalty: 857.694092
	Iteration 22Q: 3 clusters Score -454657.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -454659.593750 Penalty: 857.694092
	Iteration 23Q: 3 clusters Score -454659.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -454660.656250 Penalty: 857.694092
	Iteration 24Q: 3 clusters Score -454660.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -454663.687500 Penalty: 857.694092
	Iteration 25Q: 3 clusters Score -454663.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -454669.406250 Penalty: 857.694092
	Iteration 26Q: 3 clusters Score -454669.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -454672.187500 Penalty: 857.694092
	Iteration 27Q: 3 clusters Score -454672.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -454674.000000 Penalty: 857.694092
	Iteration 28Q: 3 clusters Score -454674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -454673.406250 Penalty: 857.694092
	Iteration 29Q: 3 clusters Score -454673.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -454673.906250 Penalty: 857.694092
	Iteration 30Q: 3 clusters Score -454673.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -454676.593750 Penalty: 857.694092
	Iteration 31Q: 3 clusters Score -454676.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -454676.718750 Penalty: 857.694092
	Iteration 32Q: 3 clusters Score -454676.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -454676.656250 Penalty: 857.694092
	Iteration 33Q: 3 clusters Score -454676.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -454676.187500 Penalty: 857.694092
	Iteration 34Q: 3 clusters Score -454676.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -454677.250000 Penalty: 857.694092
	Iteration 35Q: 3 clusters Score -454677.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -454678.093750 Penalty: 857.694092
	Iteration 36Q: 3 clusters Score -454678.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -454678.187500 Penalty: 857.694092
	Iteration 37Q: 3 clusters Score -454678.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -454678.625000 Penalty: 857.694092
	Iteration 38Q: 3 clusters Score -454678.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -454679.375000 Penalty: 857.694092
	Iteration 39Q: 3 clusters Score -454679.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -454680.093750 Penalty: 857.694092
	Iteration 40F: 3 clusters Score -454680.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -454680.281250 Penalty: 857.694092
	Iteration 41Q: 3 clusters Score -454680.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -454679.906250 Penalty: 857.694092
	Iteration 42Q: 3 clusters Score -454679.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -454679.968750 Penalty: 857.694092
	Iteration 43Q: 3 clusters Score -454680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -454680.656250 Penalty: 857.694092
	Iteration 44Q: 3 clusters Score -454680.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -454680.531250 Penalty: 857.694092
	Iteration 45Q: 3 clusters Score -454680.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -454680.531250 Penalty: 857.694092
	Iteration 46F: 3 clusters Score -454680.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (103966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103966 members 
Entering Unmasked Estep 
Score: -4011270.750000 Penalty: 525.607788
	Iteration 0F: 2 clusters Score -4011271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52206 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -3941197.000000 Penalty: 1051.215576
	Iteration 0F: 3 clusters Score -3941197 nChanged 50866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61018 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -3973849.500000 Penalty: 1051.215576
	Iteration 1F: 3 clusters Score -3973850 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66367 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -3977914.000000 Penalty: 1051.215576
	Iteration 2F: 3 clusters Score -3977914 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73361 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -3984459.750000 Penalty: 1051.215576
	Iteration 3F: 3 clusters Score -3984460 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81025 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3992917.000000 Penalty: 1051.215576
	Iteration 4F: 3 clusters Score -3992917 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87457 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -4001052.250000 Penalty: 1051.215576
	Iteration 5F: 3 clusters Score -4001052 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91004 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -4006938.000000 Penalty: 1051.215576
	Iteration 6Q: 3 clusters Score -4006938 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92132 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -4009017.000000 Penalty: 1051.215576
	Iteration 7Q: 3 clusters Score -4009017 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92790 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -4009547.750000 Penalty: 1051.215576
	Iteration 8Q: 3 clusters Score -4009548 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93351 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -4009793.500000 Penalty: 1051.215576
	Iteration 9Q: 3 clusters Score -4009794 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93855 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -4009929.000000 Penalty: 1051.215576
	Iteration 10Q: 3 clusters Score -4009929 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94295 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -4010058.750000 Penalty: 1051.215576
	Iteration 11Q: 3 clusters Score -4010059 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94708 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -4010158.000000 Penalty: 1051.215576
	Iteration 12Q: 3 clusters Score -4010158 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -4010243.250000 Penalty: 1051.215576
	Iteration 13Q: 3 clusters Score -4010243 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95378 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -4010287.500000 Penalty: 1051.215576
	Iteration 14Q: 3 clusters Score -4010288 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95666 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -4010315.750000 Penalty: 1051.215576
	Iteration 15Q: 3 clusters Score -4010316 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95959 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -4010342.750000 Penalty: 1051.215576
	Iteration 16Q: 3 clusters Score -4010343 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96254 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -4010385.750000 Penalty: 1051.215576
	Iteration 17Q: 3 clusters Score -4010386 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96544 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -4010437.500000 Penalty: 1051.215576
	Iteration 18Q: 3 clusters Score -4010438 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96811 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -4010471.750000 Penalty: 1051.215576
	Iteration 19Q: 3 clusters Score -4010472 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97082 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -4010515.750000 Penalty: 1051.215576
	Iteration 20F: 3 clusters Score -4010516 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97347 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -4010569.250000 Penalty: 1051.215576
	Iteration 21Q: 3 clusters Score -4010569 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97609 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -4010621.500000 Penalty: 1051.215576
	Iteration 22Q: 3 clusters Score -4010622 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97877 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -4010650.500000 Penalty: 1051.215576
	Iteration 23Q: 3 clusters Score -4010650 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98122 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -4010701.750000 Penalty: 1051.215576
	Iteration 24Q: 3 clusters Score -4010702 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98351 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -4010720.750000 Penalty: 1051.215576
	Iteration 25Q: 3 clusters Score -4010721 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98574 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -4010768.500000 Penalty: 1051.215576
	Iteration 26Q: 3 clusters Score -4010768 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98780 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -4010795.000000 Penalty: 1051.215576
	Iteration 27Q: 3 clusters Score -4010795 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98963 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -4010825.000000 Penalty: 1051.215576
	Iteration 28Q: 3 clusters Score -4010825 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99141 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -4010840.000000 Penalty: 1051.215576
	Iteration 29Q: 3 clusters Score -4010840 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99302 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -4010849.000000 Penalty: 1051.215576
	Iteration 30Q: 3 clusters Score -4010849 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99442 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -4010871.000000 Penalty: 1051.215576
	Iteration 31Q: 3 clusters Score -4010871 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99564 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -4010879.250000 Penalty: 1051.215576
	Iteration 32Q: 3 clusters Score -4010879 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99687 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -4010895.000000 Penalty: 1051.215576
	Iteration 33Q: 3 clusters Score -4010895 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99834 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -4010916.500000 Penalty: 1051.215576
	Iteration 34Q: 3 clusters Score -4010916 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99975 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -4010955.250000 Penalty: 1051.215576
	Iteration 35Q: 3 clusters Score -4010955 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100095 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -4010964.000000 Penalty: 1051.215576
	Iteration 36Q: 3 clusters Score -4010964 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100207 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -4010985.500000 Penalty: 1051.215576
	Iteration 37Q: 3 clusters Score -4010986 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100308 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -4010998.750000 Penalty: 1051.215576
	Iteration 38Q: 3 clusters Score -4010999 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100394 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -4011011.000000 Penalty: 1051.215576
	Iteration 39Q: 3 clusters Score -4011011 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100474 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -4011014.000000 Penalty: 1051.215576
	Iteration 40F: 3 clusters Score -4011014 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100551 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -4011015.750000 Penalty: 1051.215576
	Iteration 41Q: 3 clusters Score -4011016 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100621 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -4011009.000000 Penalty: 1051.215576
	Iteration 42Q: 3 clusters Score -4011009 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100689 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -4011017.000000 Penalty: 1051.215576
	Iteration 43Q: 3 clusters Score -4011017 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100765 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -4011039.750000 Penalty: 1051.215576
	Iteration 44Q: 3 clusters Score -4011040 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100836 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -4011042.250000 Penalty: 1051.215576
	Iteration 45Q: 3 clusters Score -4011042 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100909 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -4011058.500000 Penalty: 1051.215576
	Iteration 46Q: 3 clusters Score -4011058 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100978 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -4011070.500000 Penalty: 1051.215576
	Iteration 47Q: 3 clusters Score -4011070 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101052 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -4011083.500000 Penalty: 1051.215576
	Iteration 48Q: 3 clusters Score -4011084 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101113 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -4011094.250000 Penalty: 1051.215576
	Iteration 49Q: 3 clusters Score -4011094 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101166 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4011096.000000 Penalty: 1051.215576
	Iteration 50Q: 3 clusters Score -4011096 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101207 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -4011091.000000 Penalty: 1051.215576
	Iteration 51Q: 3 clusters Score -4011091 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101238 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -4011092.500000 Penalty: 1051.215576
	Iteration 52Q: 3 clusters Score -4011092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101256 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -4011101.750000 Penalty: 1051.215576
	Iteration 53Q: 3 clusters Score -4011102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101275 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4011096.250000 Penalty: 1051.215576
	Iteration 54Q: 3 clusters Score -4011096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101291 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4011102.250000 Penalty: 1051.215576
	Iteration 55Q: 3 clusters Score -4011102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101309 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -4011101.750000 Penalty: 1051.215576
	Iteration 56Q: 3 clusters Score -4011102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101315 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4011105.500000 Penalty: 1051.215576
	Iteration 57Q: 3 clusters Score -4011106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101317 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -4011104.750000 Penalty: 1051.215576
	Iteration 58Q: 3 clusters Score -4011105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101318 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4011105.250000 Penalty: 1051.215576
	Iteration 59Q: 3 clusters Score -4011105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101319 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -4011104.500000 Penalty: 1051.215576
	Iteration 60F: 3 clusters Score -4011104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101322 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -4011101.500000 Penalty: 1051.215576
	Iteration 61Q: 3 clusters Score -4011102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101325 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -4011101.250000 Penalty: 1051.215576
	Iteration 62Q: 3 clusters Score -4011101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101325 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -4011101.250000 Penalty: 1051.215576
	Iteration 63F: 3 clusters Score -4011101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -48761.621094 Penalty: 313.753571
	Iteration 0F: 2 clusters Score -48761.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -47942.261719 Penalty: 627.507141
	Iteration 0F: 3 clusters Score -47942.26 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -48142.562500 Penalty: 627.507141
	Iteration 1F: 3 clusters Score -48142.56 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -48182.226562 Penalty: 627.507141
	Iteration 2F: 3 clusters Score -48182.23 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -48217.632812 Penalty: 627.507141
	Iteration 3F: 3 clusters Score -48217.63 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -48243.621094 Penalty: 627.507141
	Iteration 4Q: 3 clusters Score -48243.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -48267.371094 Penalty: 627.507141
	Iteration 5Q: 3 clusters Score -48267.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -48282.792969 Penalty: 627.507141
	Iteration 6Q: 3 clusters Score -48282.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -48295.421875 Penalty: 627.507141
	Iteration 7Q: 3 clusters Score -48295.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -48313.277344 Penalty: 627.507141
	Iteration 8Q: 3 clusters Score -48313.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -48332.492188 Penalty: 627.507141
	Iteration 9Q: 3 clusters Score -48332.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -48345.949219 Penalty: 627.507141
	Iteration 10Q: 3 clusters Score -48345.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -48361.828125 Penalty: 627.507141
	Iteration 11Q: 3 clusters Score -48361.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -48374.765625 Penalty: 627.507141
	Iteration 12Q: 3 clusters Score -48374.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -48385.316406 Penalty: 627.507141
	Iteration 13Q: 3 clusters Score -48385.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -48402.781250 Penalty: 627.507141
	Iteration 14Q: 3 clusters Score -48402.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -48423.046875 Penalty: 627.507141
	Iteration 15Q: 3 clusters Score -48423.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -48434.179688 Penalty: 627.507141
	Iteration 16Q: 3 clusters Score -48434.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -48445.121094 Penalty: 627.507141
	Iteration 17Q: 3 clusters Score -48445.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -48448.144531 Penalty: 627.507141
	Iteration 18Q: 3 clusters Score -48448.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -48454.000000 Penalty: 627.507141
	Iteration 19Q: 3 clusters Score -48454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -48457.562500 Penalty: 627.507141
	Iteration 20F: 3 clusters Score -48457.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -48459.539062 Penalty: 627.507141
	Iteration 21Q: 3 clusters Score -48459.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -48462.140625 Penalty: 627.507141
	Iteration 22Q: 3 clusters Score -48462.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -48463.363281 Penalty: 627.507141
	Iteration 23Q: 3 clusters Score -48463.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -48464.542969 Penalty: 627.507141
	Iteration 24Q: 3 clusters Score -48464.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -48465.187500 Penalty: 627.507141
	Iteration 25Q: 3 clusters Score -48465.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -48465.187500 Penalty: 627.507141
	Iteration 26F: 3 clusters Score -48465.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Entering Unmasked Estep 
Score: -450990.218750 Penalty: 428.942383
	Iteration 0F: 2 clusters Score -450990.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -442778.593750 Penalty: 857.884766
	Iteration 0F: 3 clusters Score -442778.6 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -446418.062500 Penalty: 857.884766
	Iteration 1F: 3 clusters Score -446418.1 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -446883.093750 Penalty: 857.884766
	Iteration 2F: 3 clusters Score -446883.1 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -447463.281250 Penalty: 857.884766
	Iteration 3F: 3 clusters Score -447463.3 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -448155.687500 Penalty: 857.884766
	Iteration 4F: 3 clusters Score -448155.7 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -448840.687500 Penalty: 857.884766
	Iteration 5F: 3 clusters Score -448840.7 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -449431.562500 Penalty: 857.884766
	Iteration 6F: 3 clusters Score -449431.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -449908.968750 Penalty: 857.884766
	Iteration 7Q: 3 clusters Score -449909 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -450225.968750 Penalty: 857.884766
	Iteration 8Q: 3 clusters Score -450226 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -450397.687500 Penalty: 857.884766
	Iteration 9Q: 3 clusters Score -450397.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -450497.125000 Penalty: 857.884766
	Iteration 10Q: 3 clusters Score -450497.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -450561.218750 Penalty: 857.884766
	Iteration 11Q: 3 clusters Score -450561.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -450583.937500 Penalty: 857.884766
	Iteration 12Q: 3 clusters Score -450583.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -450597.031250 Penalty: 857.884766
	Iteration 13Q: 3 clusters Score -450597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -450612.093750 Penalty: 857.884766
	Iteration 14Q: 3 clusters Score -450612.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -450624.406250 Penalty: 857.884766
	Iteration 15Q: 3 clusters Score -450624.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -450629.500000 Penalty: 857.884766
	Iteration 16Q: 3 clusters Score -450629.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -450630.437500 Penalty: 857.884766
	Iteration 17Q: 3 clusters Score -450630.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -450631.656250 Penalty: 857.884766
	Iteration 18Q: 3 clusters Score -450631.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -450632.343750 Penalty: 857.884766
	Iteration 19Q: 3 clusters Score -450632.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -450633.406250 Penalty: 857.884766
	Iteration 20F: 3 clusters Score -450633.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -450633.343750 Penalty: 857.884766
	Iteration 21Q: 3 clusters Score -450633.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -450634.781250 Penalty: 857.884766
	Iteration 22Q: 3 clusters Score -450634.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -450634.656250 Penalty: 857.884766
	Iteration 23Q: 3 clusters Score -450634.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -450634.656250 Penalty: 857.884766
	Iteration 24F: 3 clusters Score -450634.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Entering Unmasked Estep 
Score: -574615.562500 Penalty: 439.617615
	Iteration 0F: 2 clusters Score -574615.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -564012.875000 Penalty: 879.235229
	Iteration 0F: 3 clusters Score -564012.9 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -568203.625000 Penalty: 879.235229
	Iteration 1F: 3 clusters Score -568203.6 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -568486.500000 Penalty: 879.235229
	Iteration 2Q: 3 clusters Score -568486.5 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -568872.812500 Penalty: 879.235229
	Iteration 3Q: 3 clusters Score -568872.8 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -569368.437500 Penalty: 879.235229
	Iteration 4F: 3 clusters Score -569368.4 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -570033.437500 Penalty: 879.235229
	Iteration 5F: 3 clusters Score -570033.4 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -570836.250000 Penalty: 879.235229
	Iteration 6F: 3 clusters Score -570836.2 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -571572.000000 Penalty: 879.235229
	Iteration 7F: 3 clusters Score -571572 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -572101.750000 Penalty: 879.235229
	Iteration 8F: 3 clusters Score -572101.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -572405.500000 Penalty: 879.235229
	Iteration 9Q: 3 clusters Score -572405.5 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -572630.375000 Penalty: 879.235229
	Iteration 10Q: 3 clusters Score -572630.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -572850.187500 Penalty: 879.235229
	Iteration 11Q: 3 clusters Score -572850.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -573079.875000 Penalty: 879.235229
	Iteration 12Q: 3 clusters Score -573079.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -573293.687500 Penalty: 879.235229
	Iteration 13Q: 3 clusters Score -573293.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -573502.187500 Penalty: 879.235229
	Iteration 14Q: 3 clusters Score -573502.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -573681.375000 Penalty: 879.235229
	Iteration 15Q: 3 clusters Score -573681.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -573834.312500 Penalty: 879.235229
	Iteration 16Q: 3 clusters Score -573834.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -573981.687500 Penalty: 879.235229
	Iteration 17Q: 3 clusters Score -573981.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -574124.875000 Penalty: 879.235229
	Iteration 18Q: 3 clusters Score -574124.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -574246.250000 Penalty: 879.235229
	Iteration 19Q: 3 clusters Score -574246.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -574318.562500 Penalty: 879.235229
	Iteration 20F: 3 clusters Score -574318.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -574374.187500 Penalty: 879.235229
	Iteration 21Q: 3 clusters Score -574374.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -574403.687500 Penalty: 879.235229
	Iteration 22Q: 3 clusters Score -574403.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -574425.562500 Penalty: 879.235229
	Iteration 23Q: 3 clusters Score -574425.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -574434.875000 Penalty: 879.235229
	Iteration 24Q: 3 clusters Score -574434.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -574441.500000 Penalty: 879.235229
	Iteration 25Q: 3 clusters Score -574441.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -574441.937500 Penalty: 879.235229
	Iteration 26Q: 3 clusters Score -574441.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -574444.750000 Penalty: 879.235229
	Iteration 27Q: 3 clusters Score -574444.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -574445.875000 Penalty: 879.235229
	Iteration 28Q: 3 clusters Score -574445.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -574449.375000 Penalty: 879.235229
	Iteration 29Q: 3 clusters Score -574449.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -574450.375000 Penalty: 879.235229
	Iteration 30Q: 3 clusters Score -574450.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -574450.750000 Penalty: 879.235229
	Iteration 31Q: 3 clusters Score -574450.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -574454.125000 Penalty: 879.235229
	Iteration 32Q: 3 clusters Score -574454.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -574456.250000 Penalty: 879.235229
	Iteration 33Q: 3 clusters Score -574456.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -574460.500000 Penalty: 879.235229
	Iteration 34Q: 3 clusters Score -574460.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -574463.062500 Penalty: 879.235229
	Iteration 35Q: 3 clusters Score -574463.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -574464.937500 Penalty: 879.235229
	Iteration 36Q: 3 clusters Score -574464.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -574465.750000 Penalty: 879.235229
	Iteration 37Q: 3 clusters Score -574465.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -574468.250000 Penalty: 879.235229
	Iteration 38Q: 3 clusters Score -574468.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -574470.250000 Penalty: 879.235229
	Iteration 39Q: 3 clusters Score -574470.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -574472.062500 Penalty: 879.235229
	Iteration 40F: 3 clusters Score -574472.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -574476.937500 Penalty: 879.235229
	Iteration 41Q: 3 clusters Score -574476.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -574482.187500 Penalty: 879.235229
	Iteration 42Q: 3 clusters Score -574482.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -574485.250000 Penalty: 879.235229
	Iteration 43Q: 3 clusters Score -574485.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -574487.062500 Penalty: 879.235229
	Iteration 44Q: 3 clusters Score -574487.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -574487.500000 Penalty: 879.235229
	Iteration 45Q: 3 clusters Score -574487.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -574487.312500 Penalty: 879.235229
	Iteration 46Q: 3 clusters Score -574487.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -574488.187500 Penalty: 879.235229
	Iteration 47Q: 3 clusters Score -574488.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -574488.375000 Penalty: 879.235229
	Iteration 48Q: 3 clusters Score -574488.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -574488.187500 Penalty: 879.235229
	Iteration 49Q: 3 clusters Score -574488.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -574488.062500 Penalty: 879.235229
	Iteration 50Q: 3 clusters Score -574488.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -574488.062500 Penalty: 879.235229
	Iteration 51F: 3 clusters Score -574488.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Entering Unmasked Estep 
Score: -839709.437500 Penalty: 456.348419
	Iteration 0F: 2 clusters Score -839709.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -824624.187500 Penalty: 912.696838
	Iteration 0F: 3 clusters Score -824624.2 nChanged 10803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -831274.875000 Penalty: 912.696838
	Iteration 1F: 3 clusters Score -831274.9 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -831928.750000 Penalty: 912.696838
	Iteration 2F: 3 clusters Score -831928.8 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -832710.125000 Penalty: 912.696838
	Iteration 3F: 3 clusters Score -832710.1 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -833540.687500 Penalty: 912.696838
	Iteration 4F: 3 clusters Score -833540.7 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -834386.500000 Penalty: 912.696838
	Iteration 5F: 3 clusters Score -834386.5 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -835148.000000 Penalty: 912.696838
	Iteration 6F: 3 clusters Score -835148 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -835859.625000 Penalty: 912.696838
	Iteration 7F: 3 clusters Score -835859.6 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -836572.375000 Penalty: 912.696838
	Iteration 8Q: 3 clusters Score -836572.4 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -837327.312500 Penalty: 912.696838
	Iteration 9Q: 3 clusters Score -837327.3 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -838128.375000 Penalty: 912.696838
	Iteration 10Q: 3 clusters Score -838128.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -838782.687500 Penalty: 912.696838
	Iteration 11Q: 3 clusters Score -838782.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -839143.375000 Penalty: 912.696838
	Iteration 12Q: 3 clusters Score -839143.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -839332.437500 Penalty: 912.696838
	Iteration 13Q: 3 clusters Score -839332.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -839438.187500 Penalty: 912.696838
	Iteration 14Q: 3 clusters Score -839438.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -839524.437500 Penalty: 912.696838
	Iteration 15Q: 3 clusters Score -839524.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -839568.062500 Penalty: 912.696838
	Iteration 16Q: 3 clusters Score -839568.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -839605.187500 Penalty: 912.696838
	Iteration 17Q: 3 clusters Score -839605.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -839638.562500 Penalty: 912.696838
	Iteration 18Q: 3 clusters Score -839638.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -839665.062500 Penalty: 912.696838
	Iteration 19Q: 3 clusters Score -839665.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -839674.625000 Penalty: 912.696838
	Iteration 20F: 3 clusters Score -839674.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -839686.500000 Penalty: 912.696838
	Iteration 21Q: 3 clusters Score -839686.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -839689.812500 Penalty: 912.696838
	Iteration 22Q: 3 clusters Score -839689.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -839694.187500 Penalty: 912.696838
	Iteration 23Q: 3 clusters Score -839694.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -839698.000000 Penalty: 912.696838
	Iteration 24Q: 3 clusters Score -839698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -839701.562500 Penalty: 912.696838
	Iteration 25Q: 3 clusters Score -839701.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -839702.687500 Penalty: 912.696838
	Iteration 26Q: 3 clusters Score -839702.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -839705.875000 Penalty: 912.696838
	Iteration 27Q: 3 clusters Score -839705.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -839710.125000 Penalty: 912.696838
	Iteration 28Q: 3 clusters Score -839710.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -839713.750000 Penalty: 912.696838
	Iteration 29Q: 3 clusters Score -839713.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -839714.500000 Penalty: 912.696838
	Iteration 30Q: 3 clusters Score -839714.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -839714.875000 Penalty: 912.696838
	Iteration 31Q: 3 clusters Score -839714.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -839717.687500 Penalty: 912.696838
	Iteration 32Q: 3 clusters Score -839717.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -839717.687500 Penalty: 912.696838
	Iteration 33Q: 3 clusters Score -839717.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -839720.250000 Penalty: 912.696838
	Iteration 34Q: 3 clusters Score -839720.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -839719.187500 Penalty: 912.696838
	Iteration 35Q: 3 clusters Score -839719.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -839722.062500 Penalty: 912.696838
	Iteration 36Q: 3 clusters Score -839722.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -839722.250000 Penalty: 912.696838
	Iteration 37Q: 3 clusters Score -839722.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -839723.187500 Penalty: 912.696838
	Iteration 38Q: 3 clusters Score -839723.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -839722.375000 Penalty: 912.696838
	Iteration 39Q: 3 clusters Score -839722.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -839723.062500 Penalty: 912.696838
	Iteration 40F: 3 clusters Score -839723.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -839724.000000 Penalty: 912.696838
	Iteration 41Q: 3 clusters Score -839724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -839724.187500 Penalty: 912.696838
	Iteration 42Q: 3 clusters Score -839724.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -839723.937500 Penalty: 912.696838
	Iteration 43Q: 3 clusters Score -839723.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -839726.875000 Penalty: 912.696838
	Iteration 44Q: 3 clusters Score -839726.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -839725.062500 Penalty: 912.696838
	Iteration 45Q: 3 clusters Score -839725.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -839725.437500 Penalty: 912.696838
	Iteration 46Q: 3 clusters Score -839725.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -839724.562500 Penalty: 912.696838
	Iteration 47Q: 3 clusters Score -839724.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -839724.562500 Penalty: 912.696838
	Iteration 48F: 3 clusters Score -839724.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 10243 members 
Mstep: Class 3 contains 7212 members 
Mstep: Class 4 contains 480016 members 
Mstep: Class 5 contains 8313 members 
Mstep: Class 6 contains 6966 members 
Mstep: Class 7 contains 562190 members 
Mstep: Class 8 contains 3190 members 
Mstep: Class 9 contains 7491 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 14 contains 1364 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 20215 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 12397 members 
Mstep: Class 20 contains 103966 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12423 members 
Mstep: Class 23 contains 15708 members 
Mstep: Class 24 contains 19728 members 
Mstep: Class 25 contains 9629 members 
Mstep: Class 26 contains 4139 members 
Mstep: Class 27 contains 3379 members 
Mstep: Class 28 contains 16004 members 
Mstep: Class 29 contains 1432 members 
Mstep: Class 30 contains 11719 members 
Mstep: Class 31 contains 7627 members 
Mstep: Class 32 contains 735 members 
Mstep: Class 33 contains 9495 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 3729 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 6404 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 1697 members 
Mstep: Class 40 contains 2961 members 
Entering Unmasked Estep 
Score: -50376560.000000 Penalty: 25740.931641
Splitting cluster 24 changes total score from -50376484.000000 to -50376560.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 25 (9629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Entering Unmasked Estep 
Score: -340633.531250 Penalty: 417.350342
	Iteration 0F: 2 clusters Score -340633.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -334252.906250 Penalty: 834.700684
	Iteration 0F: 3 clusters Score -334252.9 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -336937.468750 Penalty: 834.700684
	Iteration 1F: 3 clusters Score -336937.5 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -337461.875000 Penalty: 834.700684
	Iteration 2F: 3 clusters Score -337461.9 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -338015.000000 Penalty: 834.700684
	Iteration 3F: 3 clusters Score -338015 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -338518.968750 Penalty: 834.700684
	Iteration 4F: 3 clusters Score -338519 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -338989.343750 Penalty: 834.700684
	Iteration 5F: 3 clusters Score -338989.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -339354.750000 Penalty: 834.700684
	Iteration 6F: 3 clusters Score -339354.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -339664.093750 Penalty: 834.700684
	Iteration 7Q: 3 clusters Score -339664.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -339883.718750 Penalty: 834.700684
	Iteration 8Q: 3 clusters Score -339883.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -340018.187500 Penalty: 834.700684
	Iteration 9Q: 3 clusters Score -340018.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -340111.187500 Penalty: 834.700684
	Iteration 10Q: 3 clusters Score -340111.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -340179.906250 Penalty: 834.700684
	Iteration 11Q: 3 clusters Score -340179.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -340223.781250 Penalty: 834.700684
	Iteration 12Q: 3 clusters Score -340223.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -340236.375000 Penalty: 834.700684
	Iteration 13Q: 3 clusters Score -340236.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -340244.312500 Penalty: 834.700684
	Iteration 14Q: 3 clusters Score -340244.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -340253.937500 Penalty: 834.700684
	Iteration 15Q: 3 clusters Score -340253.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -340263.593750 Penalty: 834.700684
	Iteration 16Q: 3 clusters Score -340263.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -340268.468750 Penalty: 834.700684
	Iteration 17Q: 3 clusters Score -340268.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -340272.343750 Penalty: 834.700684
	Iteration 18Q: 3 clusters Score -340272.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -340274.437500 Penalty: 834.700684
	Iteration 19Q: 3 clusters Score -340274.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -340274.437500 Penalty: 834.700684
	Iteration 20F: 3 clusters Score -340274.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Entering Unmasked Estep 
Score: -147000.609375 Penalty: 378.933563
	Iteration 0F: 2 clusters Score -147000.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -144191.265625 Penalty: 757.867126
	Iteration 0F: 3 clusters Score -144191.3 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -145266.703125 Penalty: 757.867126
	Iteration 1F: 3 clusters Score -145266.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -145466.687500 Penalty: 757.867126
	Iteration 2F: 3 clusters Score -145466.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -145662.750000 Penalty: 757.867126
	Iteration 3F: 3 clusters Score -145662.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -145805.406250 Penalty: 757.867126
	Iteration 4F: 3 clusters Score -145805.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -145933.515625 Penalty: 757.867126
	Iteration 5Q: 3 clusters Score -145933.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -146025.218750 Penalty: 757.867126
	Iteration 6Q: 3 clusters Score -146025.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -146084.078125 Penalty: 757.867126
	Iteration 7Q: 3 clusters Score -146084.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -146124.531250 Penalty: 757.867126
	Iteration 8Q: 3 clusters Score -146124.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -146149.093750 Penalty: 757.867126
	Iteration 9Q: 3 clusters Score -146149.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -146173.484375 Penalty: 757.867126
	Iteration 10Q: 3 clusters Score -146173.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -146192.093750 Penalty: 757.867126
	Iteration 11Q: 3 clusters Score -146192.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -146209.078125 Penalty: 757.867126
	Iteration 12Q: 3 clusters Score -146209.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -146232.812500 Penalty: 757.867126
	Iteration 13Q: 3 clusters Score -146232.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -146257.296875 Penalty: 757.867126
	Iteration 14Q: 3 clusters Score -146257.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -146280.703125 Penalty: 757.867126
	Iteration 15Q: 3 clusters Score -146280.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -146301.250000 Penalty: 757.867126
	Iteration 16Q: 3 clusters Score -146301.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -146319.140625 Penalty: 757.867126
	Iteration 17Q: 3 clusters Score -146319.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -146339.250000 Penalty: 757.867126
	Iteration 18Q: 3 clusters Score -146339.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -146360.078125 Penalty: 757.867126
	Iteration 19Q: 3 clusters Score -146360.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -146382.953125 Penalty: 757.867126
	Iteration 20F: 3 clusters Score -146383 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -146394.484375 Penalty: 757.867126
	Iteration 21Q: 3 clusters Score -146394.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -146403.250000 Penalty: 757.867126
	Iteration 22Q: 3 clusters Score -146403.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -146408.781250 Penalty: 757.867126
	Iteration 23Q: 3 clusters Score -146408.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -146413.187500 Penalty: 757.867126
	Iteration 24Q: 3 clusters Score -146413.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -146416.468750 Penalty: 757.867126
	Iteration 25Q: 3 clusters Score -146416.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -146418.015625 Penalty: 757.867126
	Iteration 26Q: 3 clusters Score -146418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -146419.265625 Penalty: 757.867126
	Iteration 27Q: 3 clusters Score -146419.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -146421.125000 Penalty: 757.867126
	Iteration 28Q: 3 clusters Score -146421.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -146424.203125 Penalty: 757.867126
	Iteration 29Q: 3 clusters Score -146424.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -146427.828125 Penalty: 757.867126
	Iteration 30Q: 3 clusters Score -146427.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -146430.140625 Penalty: 757.867126
	Iteration 31Q: 3 clusters Score -146430.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -146432.406250 Penalty: 757.867126
	Iteration 32Q: 3 clusters Score -146432.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -146434.296875 Penalty: 757.867126
	Iteration 33Q: 3 clusters Score -146434.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -146438.640625 Penalty: 757.867126
	Iteration 34Q: 3 clusters Score -146438.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -146444.328125 Penalty: 757.867126
	Iteration 35Q: 3 clusters Score -146444.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -146447.640625 Penalty: 757.867126
	Iteration 36Q: 3 clusters Score -146447.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -146449.640625 Penalty: 757.867126
	Iteration 37Q: 3 clusters Score -146449.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -146451.015625 Penalty: 757.867126
	Iteration 38Q: 3 clusters Score -146451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -146452.343750 Penalty: 757.867126
	Iteration 39Q: 3 clusters Score -146452.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -146453.250000 Penalty: 757.867126
	Iteration 40F: 3 clusters Score -146453.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -146453.421875 Penalty: 757.867126
	Iteration 41Q: 3 clusters Score -146453.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -146454.328125 Penalty: 757.867126
	Iteration 42Q: 3 clusters Score -146454.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -146455.578125 Penalty: 757.867126
	Iteration 43Q: 3 clusters Score -146455.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -146455.890625 Penalty: 757.867126
	Iteration 44Q: 3 clusters Score -146455.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -146457.562500 Penalty: 757.867126
	Iteration 45Q: 3 clusters Score -146457.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -146458.453125 Penalty: 757.867126
	Iteration 46Q: 3 clusters Score -146458.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -146460.734375 Penalty: 757.867126
	Iteration 47Q: 3 clusters Score -146460.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -146464.140625 Penalty: 757.867126
	Iteration 48Q: 3 clusters Score -146464.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -146466.890625 Penalty: 757.867126
	Iteration 49Q: 3 clusters Score -146466.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -146468.890625 Penalty: 757.867126
	Iteration 50Q: 3 clusters Score -146468.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -146470.312500 Penalty: 757.867126
	Iteration 51Q: 3 clusters Score -146470.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -146470.406250 Penalty: 757.867126
	Iteration 52Q: 3 clusters Score -146470.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -146471.343750 Penalty: 757.867126
	Iteration 53Q: 3 clusters Score -146471.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -146472.562500 Penalty: 757.867126
	Iteration 54Q: 3 clusters Score -146472.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -146473.453125 Penalty: 757.867126
	Iteration 55Q: 3 clusters Score -146473.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -146474.125000 Penalty: 757.867126
	Iteration 56Q: 3 clusters Score -146474.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -146475.062500 Penalty: 757.867126
	Iteration 57Q: 3 clusters Score -146475.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -146475.765625 Penalty: 757.867126
	Iteration 58Q: 3 clusters Score -146475.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -146476.250000 Penalty: 757.867126
	Iteration 59Q: 3 clusters Score -146476.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -146476.859375 Penalty: 757.867126
	Iteration 60F: 3 clusters Score -146476.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -146477.328125 Penalty: 757.867126
	Iteration 61Q: 3 clusters Score -146477.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -146478.343750 Penalty: 757.867126
	Iteration 62Q: 3 clusters Score -146478.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -146479.343750 Penalty: 757.867126
	Iteration 63Q: 3 clusters Score -146479.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -146479.703125 Penalty: 757.867126
	Iteration 64Q: 3 clusters Score -146479.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -146480.359375 Penalty: 757.867126
	Iteration 65Q: 3 clusters Score -146480.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -146481.203125 Penalty: 757.867126
	Iteration 66Q: 3 clusters Score -146481.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -146482.406250 Penalty: 757.867126
	Iteration 67Q: 3 clusters Score -146482.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -146484.343750 Penalty: 757.867126
	Iteration 68Q: 3 clusters Score -146484.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -146485.000000 Penalty: 757.867126
	Iteration 69Q: 3 clusters Score -146485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -146486.125000 Penalty: 757.867126
	Iteration 70Q: 3 clusters Score -146486.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -146486.671875 Penalty: 757.867126
	Iteration 71Q: 3 clusters Score -146486.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -146486.984375 Penalty: 757.867126
	Iteration 72Q: 3 clusters Score -146487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -146487.437500 Penalty: 757.867126
	Iteration 73Q: 3 clusters Score -146487.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -146487.828125 Penalty: 757.867126
	Iteration 74Q: 3 clusters Score -146487.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -146488.281250 Penalty: 757.867126
	Iteration 75Q: 3 clusters Score -146488.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -146488.484375 Penalty: 757.867126
	Iteration 76Q: 3 clusters Score -146488.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -146488.421875 Penalty: 757.867126
	Iteration 77Q: 3 clusters Score -146488.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -146488.437500 Penalty: 757.867126
	Iteration 78Q: 3 clusters Score -146488.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -146488.437500 Penalty: 757.867126
	Iteration 79F: 3 clusters Score -146488.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Entering Unmasked Estep 
Score: -119036.632812 Penalty: 369.702728
	Iteration 0F: 2 clusters Score -119036.6 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 1708 members 
Entering Unmasked Estep 
Score: -116691.898438 Penalty: 739.405457
	Iteration 0F: 3 clusters Score -116691.9 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -117530.273438 Penalty: 739.405457
	Iteration 1F: 3 clusters Score -117530.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -117641.343750 Penalty: 739.405457
	Iteration 2F: 3 clusters Score -117641.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -117741.492188 Penalty: 739.405457
	Iteration 3F: 3 clusters Score -117741.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -117845.578125 Penalty: 739.405457
	Iteration 4F: 3 clusters Score -117845.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -117950.085938 Penalty: 739.405457
	Iteration 5Q: 3 clusters Score -117950.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -118044.507812 Penalty: 739.405457
	Iteration 6Q: 3 clusters Score -118044.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -118122.687500 Penalty: 739.405457
	Iteration 7Q: 3 clusters Score -118122.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -118176.476562 Penalty: 739.405457
	Iteration 8Q: 3 clusters Score -118176.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -118211.695312 Penalty: 739.405457
	Iteration 9Q: 3 clusters Score -118211.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -118241.898438 Penalty: 739.405457
	Iteration 10Q: 3 clusters Score -118241.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -118266.726562 Penalty: 739.405457
	Iteration 11Q: 3 clusters Score -118266.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -118297.210938 Penalty: 739.405457
	Iteration 12Q: 3 clusters Score -118297.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -118322.250000 Penalty: 739.405457
	Iteration 13Q: 3 clusters Score -118322.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -118348.414062 Penalty: 739.405457
	Iteration 14Q: 3 clusters Score -118348.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -118374.796875 Penalty: 739.405457
	Iteration 15Q: 3 clusters Score -118374.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -118399.828125 Penalty: 739.405457
	Iteration 16Q: 3 clusters Score -118399.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -118421.476562 Penalty: 739.405457
	Iteration 17Q: 3 clusters Score -118421.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -118435.203125 Penalty: 739.405457
	Iteration 18Q: 3 clusters Score -118435.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -118445.078125 Penalty: 739.405457
	Iteration 19Q: 3 clusters Score -118445.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -118453.289062 Penalty: 739.405457
	Iteration 20F: 3 clusters Score -118453.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -118460.968750 Penalty: 739.405457
	Iteration 21Q: 3 clusters Score -118461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -118466.140625 Penalty: 739.405457
	Iteration 22Q: 3 clusters Score -118466.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -118471.937500 Penalty: 739.405457
	Iteration 23Q: 3 clusters Score -118471.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -118482.414062 Penalty: 739.405457
	Iteration 24Q: 3 clusters Score -118482.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -118498.828125 Penalty: 739.405457
	Iteration 25Q: 3 clusters Score -118498.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -118522.500000 Penalty: 739.405457
	Iteration 26Q: 3 clusters Score -118522.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -118562.085938 Penalty: 739.405457
	Iteration 27Q: 3 clusters Score -118562.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -118615.101562 Penalty: 739.405457
	Iteration 28Q: 3 clusters Score -118615.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -118679.554688 Penalty: 739.405457
	Iteration 29Q: 3 clusters Score -118679.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -118749.726562 Penalty: 739.405457
	Iteration 30Q: 3 clusters Score -118749.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -118807.218750 Penalty: 739.405457
	Iteration 31Q: 3 clusters Score -118807.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -118840.812500 Penalty: 739.405457
	Iteration 32Q: 3 clusters Score -118840.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -118858.507812 Penalty: 739.405457
	Iteration 33Q: 3 clusters Score -118858.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -118869.843750 Penalty: 739.405457
	Iteration 34Q: 3 clusters Score -118869.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -118878.687500 Penalty: 739.405457
	Iteration 35Q: 3 clusters Score -118878.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -118884.085938 Penalty: 739.405457
	Iteration 36Q: 3 clusters Score -118884.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -118886.750000 Penalty: 739.405457
	Iteration 37Q: 3 clusters Score -118886.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -118888.484375 Penalty: 739.405457
	Iteration 38Q: 3 clusters Score -118888.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -118890.664062 Penalty: 739.405457
	Iteration 39Q: 3 clusters Score -118890.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -118891.609375 Penalty: 739.405457
	Iteration 40F: 3 clusters Score -118891.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -118891.906250 Penalty: 739.405457
	Iteration 41Q: 3 clusters Score -118891.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -118892.367188 Penalty: 739.405457
	Iteration 42Q: 3 clusters Score -118892.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -118892.695312 Penalty: 739.405457
	Iteration 43Q: 3 clusters Score -118892.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -118893.132812 Penalty: 739.405457
	Iteration 44Q: 3 clusters Score -118893.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -118893.875000 Penalty: 739.405457
	Iteration 45Q: 3 clusters Score -118893.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -118894.101562 Penalty: 739.405457
	Iteration 46Q: 3 clusters Score -118894.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -118894.062500 Penalty: 739.405457
	Iteration 47Q: 3 clusters Score -118894.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -118894.343750 Penalty: 739.405457
	Iteration 48Q: 3 clusters Score -118894.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -118894.343750 Penalty: 739.405457
	Iteration 49F: 3 clusters Score -118894.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Entering Unmasked Estep 
Score: -594470.125000 Penalty: 440.467041
	Iteration 0F: 2 clusters Score -594470.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -583928.562500 Penalty: 880.934082
	Iteration 0F: 3 clusters Score -583928.6 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -588506.250000 Penalty: 880.934082
	Iteration 1F: 3 clusters Score -588506.2 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -589199.625000 Penalty: 880.934082
	Iteration 2F: 3 clusters Score -589199.6 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -590032.125000 Penalty: 880.934082
	Iteration 3F: 3 clusters Score -590032.1 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -591052.000000 Penalty: 880.934082
	Iteration 4F: 3 clusters Score -591052 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -592132.937500 Penalty: 880.934082
	Iteration 5F: 3 clusters Score -592132.9 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -592994.500000 Penalty: 880.934082
	Iteration 6F: 3 clusters Score -592994.5 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -593557.562500 Penalty: 880.934082
	Iteration 7Q: 3 clusters Score -593557.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -593859.250000 Penalty: 880.934082
	Iteration 8Q: 3 clusters Score -593859.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -593990.062500 Penalty: 880.934082
	Iteration 9Q: 3 clusters Score -593990.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -594031.562500 Penalty: 880.934082
	Iteration 10Q: 3 clusters Score -594031.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -594057.250000 Penalty: 880.934082
	Iteration 11Q: 3 clusters Score -594057.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -594065.062500 Penalty: 880.934082
	Iteration 12Q: 3 clusters Score -594065.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -594066.812500 Penalty: 880.934082
	Iteration 13Q: 3 clusters Score -594066.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -594067.875000 Penalty: 880.934082
	Iteration 14Q: 3 clusters Score -594067.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -594070.562500 Penalty: 880.934082
	Iteration 15Q: 3 clusters Score -594070.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -594072.312500 Penalty: 880.934082
	Iteration 16Q: 3 clusters Score -594072.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -594072.312500 Penalty: 880.934082
	Iteration 17F: 3 clusters Score -594072.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Entering Unmasked Estep 
Score: -49339.984375 Penalty: 330.640656
	Iteration 0F: 2 clusters Score -49339.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -48241.300781 Penalty: 661.281311
	Iteration 0F: 3 clusters Score -48241.3 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -48680.789062 Penalty: 661.281311
	Iteration 1F: 3 clusters Score -48680.79 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -48790.746094 Penalty: 661.281311
	Iteration 2F: 3 clusters Score -48790.75 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -48878.097656 Penalty: 661.281311
	Iteration 3F: 3 clusters Score -48878.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -48948.492188 Penalty: 661.281311
	Iteration 4F: 3 clusters Score -48948.49 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49005.468750 Penalty: 661.281311
	Iteration 5Q: 3 clusters Score -49005.47 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49067.257812 Penalty: 661.281311
	Iteration 6Q: 3 clusters Score -49067.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49107.351562 Penalty: 661.281311
	Iteration 7Q: 3 clusters Score -49107.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49121.570312 Penalty: 661.281311
	Iteration 8Q: 3 clusters Score -49121.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49125.789062 Penalty: 661.281311
	Iteration 9Q: 3 clusters Score -49125.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49130.347656 Penalty: 661.281311
	Iteration 10Q: 3 clusters Score -49130.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49134.527344 Penalty: 661.281311
	Iteration 11Q: 3 clusters Score -49134.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49138.613281 Penalty: 661.281311
	Iteration 12Q: 3 clusters Score -49138.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49143.437500 Penalty: 661.281311
	Iteration 13Q: 3 clusters Score -49143.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49149.335938 Penalty: 661.281311
	Iteration 14Q: 3 clusters Score -49149.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49155.445312 Penalty: 661.281311
	Iteration 15Q: 3 clusters Score -49155.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -49166.191406 Penalty: 661.281311
	Iteration 16Q: 3 clusters Score -49166.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -49172.699219 Penalty: 661.281311
	Iteration 17Q: 3 clusters Score -49172.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -49179.390625 Penalty: 661.281311
	Iteration 18Q: 3 clusters Score -49179.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -49190.355469 Penalty: 661.281311
	Iteration 19Q: 3 clusters Score -49190.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -49196.886719 Penalty: 661.281311
	Iteration 20F: 3 clusters Score -49196.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -49203.046875 Penalty: 661.281311
	Iteration 21Q: 3 clusters Score -49203.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -49208.250000 Penalty: 661.281311
	Iteration 22Q: 3 clusters Score -49208.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -49214.906250 Penalty: 661.281311
	Iteration 23Q: 3 clusters Score -49214.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -49224.105469 Penalty: 661.281311
	Iteration 24Q: 3 clusters Score -49224.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -49236.660156 Penalty: 661.281311
	Iteration 25Q: 3 clusters Score -49236.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -49247.054688 Penalty: 661.281311
	Iteration 26Q: 3 clusters Score -49247.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -49256.113281 Penalty: 661.281311
	Iteration 27Q: 3 clusters Score -49256.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -49262.574219 Penalty: 661.281311
	Iteration 28Q: 3 clusters Score -49262.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -49269.265625 Penalty: 661.281311
	Iteration 29Q: 3 clusters Score -49269.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -49277.007812 Penalty: 661.281311
	Iteration 30Q: 3 clusters Score -49277.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -49281.726562 Penalty: 661.281311
	Iteration 31Q: 3 clusters Score -49281.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -49287.218750 Penalty: 661.281311
	Iteration 32Q: 3 clusters Score -49287.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -49289.570312 Penalty: 661.281311
	Iteration 33Q: 3 clusters Score -49289.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -49291.605469 Penalty: 661.281311
	Iteration 34Q: 3 clusters Score -49291.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -49292.777344 Penalty: 661.281311
	Iteration 35Q: 3 clusters Score -49292.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -49293.707031 Penalty: 661.281311
	Iteration 36Q: 3 clusters Score -49293.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -49294.734375 Penalty: 661.281311
	Iteration 37Q: 3 clusters Score -49294.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -49295.527344 Penalty: 661.281311
	Iteration 38Q: 3 clusters Score -49295.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -49295.679688 Penalty: 661.281311
	Iteration 39Q: 3 clusters Score -49295.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -49295.679688 Penalty: 661.281311
	Iteration 40F: 3 clusters Score -49295.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Entering Unmasked Estep 
Score: -435810.656250 Penalty: 426.287994
	Iteration 0F: 2 clusters Score -435810.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -428067.312500 Penalty: 852.575989
	Iteration 0F: 3 clusters Score -428067.3 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -431594.781250 Penalty: 852.575989
	Iteration 1F: 3 clusters Score -431594.8 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -431975.750000 Penalty: 852.575989
	Iteration 2F: 3 clusters Score -431975.8 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -432346.343750 Penalty: 852.575989
	Iteration 3F: 3 clusters Score -432346.3 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -432845.312500 Penalty: 852.575989
	Iteration 4F: 3 clusters Score -432845.3 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -433420.687500 Penalty: 852.575989
	Iteration 5F: 3 clusters Score -433420.7 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -433843.781250 Penalty: 852.575989
	Iteration 6F: 3 clusters Score -433843.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -434027.312500 Penalty: 852.575989
	Iteration 7Q: 3 clusters Score -434027.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -434096.281250 Penalty: 852.575989
	Iteration 8Q: 3 clusters Score -434096.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -434138.218750 Penalty: 852.575989
	Iteration 9Q: 3 clusters Score -434138.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -434163.312500 Penalty: 852.575989
	Iteration 10Q: 3 clusters Score -434163.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -434187.187500 Penalty: 852.575989
	Iteration 11Q: 3 clusters Score -434187.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -434212.281250 Penalty: 852.575989
	Iteration 12Q: 3 clusters Score -434212.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -434243.875000 Penalty: 852.575989
	Iteration 13Q: 3 clusters Score -434243.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -434277.875000 Penalty: 852.575989
	Iteration 14Q: 3 clusters Score -434277.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -434309.000000 Penalty: 852.575989
	Iteration 15Q: 3 clusters Score -434309 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -434349.593750 Penalty: 852.575989
	Iteration 16Q: 3 clusters Score -434349.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -434390.343750 Penalty: 852.575989
	Iteration 17Q: 3 clusters Score -434390.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -434440.187500 Penalty: 852.575989
	Iteration 18Q: 3 clusters Score -434440.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -434499.906250 Penalty: 852.575989
	Iteration 19Q: 3 clusters Score -434499.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -434575.250000 Penalty: 852.575989
	Iteration 20F: 3 clusters Score -434575.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -434658.593750 Penalty: 852.575989
	Iteration 21Q: 3 clusters Score -434658.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -434735.625000 Penalty: 852.575989
	Iteration 22Q: 3 clusters Score -434735.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -434803.968750 Penalty: 852.575989
	Iteration 23Q: 3 clusters Score -434804 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -434862.125000 Penalty: 852.575989
	Iteration 24Q: 3 clusters Score -434862.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -434913.843750 Penalty: 852.575989
	Iteration 25Q: 3 clusters Score -434913.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -434966.750000 Penalty: 852.575989
	Iteration 26Q: 3 clusters Score -434966.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -435010.593750 Penalty: 852.575989
	Iteration 27Q: 3 clusters Score -435010.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -435054.250000 Penalty: 852.575989
	Iteration 28Q: 3 clusters Score -435054.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -435095.406250 Penalty: 852.575989
	Iteration 29Q: 3 clusters Score -435095.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -435132.968750 Penalty: 852.575989
	Iteration 30Q: 3 clusters Score -435133 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -435170.062500 Penalty: 852.575989
	Iteration 31Q: 3 clusters Score -435170.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -435201.500000 Penalty: 852.575989
	Iteration 32Q: 3 clusters Score -435201.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -435230.468750 Penalty: 852.575989
	Iteration 33Q: 3 clusters Score -435230.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -435260.843750 Penalty: 852.575989
	Iteration 34Q: 3 clusters Score -435260.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -435290.843750 Penalty: 852.575989
	Iteration 35Q: 3 clusters Score -435290.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -435313.875000 Penalty: 852.575989
	Iteration 36Q: 3 clusters Score -435313.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -435331.843750 Penalty: 852.575989
	Iteration 37Q: 3 clusters Score -435331.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -435348.562500 Penalty: 852.575989
	Iteration 38Q: 3 clusters Score -435348.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -435362.687500 Penalty: 852.575989
	Iteration 39Q: 3 clusters Score -435362.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -435373.125000 Penalty: 852.575989
	Iteration 40F: 3 clusters Score -435373.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -435380.406250 Penalty: 852.575989
	Iteration 41Q: 3 clusters Score -435380.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -435385.156250 Penalty: 852.575989
	Iteration 42Q: 3 clusters Score -435385.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -435390.812500 Penalty: 852.575989
	Iteration 43Q: 3 clusters Score -435390.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -435395.750000 Penalty: 852.575989
	Iteration 44Q: 3 clusters Score -435395.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -435400.312500 Penalty: 852.575989
	Iteration 45Q: 3 clusters Score -435400.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -435402.187500 Penalty: 852.575989
	Iteration 46Q: 3 clusters Score -435402.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -435405.187500 Penalty: 852.575989
	Iteration 47Q: 3 clusters Score -435405.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -435410.125000 Penalty: 852.575989
	Iteration 48Q: 3 clusters Score -435410.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -435413.187500 Penalty: 852.575989
	Iteration 49Q: 3 clusters Score -435413.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -435416.437500 Penalty: 852.575989
	Iteration 50Q: 3 clusters Score -435416.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -435420.093750 Penalty: 852.575989
	Iteration 51Q: 3 clusters Score -435420.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -435425.187500 Penalty: 852.575989
	Iteration 52Q: 3 clusters Score -435425.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -435432.531250 Penalty: 852.575989
	Iteration 53Q: 3 clusters Score -435432.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -435438.968750 Penalty: 852.575989
	Iteration 54Q: 3 clusters Score -435439 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -435445.593750 Penalty: 852.575989
	Iteration 55Q: 3 clusters Score -435445.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -435450.500000 Penalty: 852.575989
	Iteration 56Q: 3 clusters Score -435450.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -435452.562500 Penalty: 852.575989
	Iteration 57Q: 3 clusters Score -435452.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -435454.906250 Penalty: 852.575989
	Iteration 58Q: 3 clusters Score -435454.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -435454.406250 Penalty: 852.575989
	Iteration 59Q: 3 clusters Score -435454.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -435454.656250 Penalty: 852.575989
	Iteration 60F: 3 clusters Score -435454.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -435454.718750 Penalty: 852.575989
	Iteration 61Q: 3 clusters Score -435454.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -435455.531250 Penalty: 852.575989
	Iteration 62Q: 3 clusters Score -435455.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -435455.531250 Penalty: 852.575989
	Iteration 63F: 3 clusters Score -435455.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Entering Unmasked Estep 
Score: -277978.093750 Penalty: 406.744995
	Iteration 0F: 2 clusters Score -277978.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -272873.656250 Penalty: 813.489990
	Iteration 0F: 3 clusters Score -272873.7 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -274912.531250 Penalty: 813.489990
	Iteration 1F: 3 clusters Score -274912.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -275211.500000 Penalty: 813.489990
	Iteration 2F: 3 clusters Score -275211.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -275535.968750 Penalty: 813.489990
	Iteration 3F: 3 clusters Score -275536 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -275852.062500 Penalty: 813.489990
	Iteration 4F: 3 clusters Score -275852.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -276206.125000 Penalty: 813.489990
	Iteration 5F: 3 clusters Score -276206.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -276507.906250 Penalty: 813.489990
	Iteration 6F: 3 clusters Score -276507.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -276704.531250 Penalty: 813.489990
	Iteration 7Q: 3 clusters Score -276704.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -276809.031250 Penalty: 813.489990
	Iteration 8Q: 3 clusters Score -276809 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -276863.062500 Penalty: 813.489990
	Iteration 9Q: 3 clusters Score -276863.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -276901.656250 Penalty: 813.489990
	Iteration 10Q: 3 clusters Score -276901.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -276936.906250 Penalty: 813.489990
	Iteration 11Q: 3 clusters Score -276936.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -276972.343750 Penalty: 813.489990
	Iteration 12Q: 3 clusters Score -276972.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -277003.218750 Penalty: 813.489990
	Iteration 13Q: 3 clusters Score -277003.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -277039.875000 Penalty: 813.489990
	Iteration 14Q: 3 clusters Score -277039.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -277070.156250 Penalty: 813.489990
	Iteration 15Q: 3 clusters Score -277070.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -277091.500000 Penalty: 813.489990
	Iteration 16Q: 3 clusters Score -277091.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -277115.250000 Penalty: 813.489990
	Iteration 17Q: 3 clusters Score -277115.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -277137.718750 Penalty: 813.489990
	Iteration 18Q: 3 clusters Score -277137.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -277158.906250 Penalty: 813.489990
	Iteration 19Q: 3 clusters Score -277158.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -277183.000000 Penalty: 813.489990
	Iteration 20F: 3 clusters Score -277183 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -277205.718750 Penalty: 813.489990
	Iteration 21Q: 3 clusters Score -277205.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -277222.937500 Penalty: 813.489990
	Iteration 22Q: 3 clusters Score -277222.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -277243.000000 Penalty: 813.489990
	Iteration 23Q: 3 clusters Score -277243 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -277272.531250 Penalty: 813.489990
	Iteration 24Q: 3 clusters Score -277272.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -277303.625000 Penalty: 813.489990
	Iteration 25Q: 3 clusters Score -277303.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -277321.500000 Penalty: 813.489990
	Iteration 26Q: 3 clusters Score -277321.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -277338.531250 Penalty: 813.489990
	Iteration 27Q: 3 clusters Score -277338.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -277354.000000 Penalty: 813.489990
	Iteration 28Q: 3 clusters Score -277354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -277372.000000 Penalty: 813.489990
	Iteration 29Q: 3 clusters Score -277372 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -277394.312500 Penalty: 813.489990
	Iteration 30Q: 3 clusters Score -277394.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -277413.500000 Penalty: 813.489990
	Iteration 31Q: 3 clusters Score -277413.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -277429.062500 Penalty: 813.489990
	Iteration 32Q: 3 clusters Score -277429.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -277446.812500 Penalty: 813.489990
	Iteration 33Q: 3 clusters Score -277446.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -277461.906250 Penalty: 813.489990
	Iteration 34Q: 3 clusters Score -277461.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -277473.875000 Penalty: 813.489990
	Iteration 35Q: 3 clusters Score -277473.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -277485.125000 Penalty: 813.489990
	Iteration 36Q: 3 clusters Score -277485.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -277497.000000 Penalty: 813.489990
	Iteration 37Q: 3 clusters Score -277497 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -277509.718750 Penalty: 813.489990
	Iteration 38Q: 3 clusters Score -277509.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -277519.625000 Penalty: 813.489990
	Iteration 39Q: 3 clusters Score -277519.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -277529.062500 Penalty: 813.489990
	Iteration 40F: 3 clusters Score -277529.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -277540.562500 Penalty: 813.489990
	Iteration 41Q: 3 clusters Score -277540.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -277550.687500 Penalty: 813.489990
	Iteration 42Q: 3 clusters Score -277550.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -277557.156250 Penalty: 813.489990
	Iteration 43Q: 3 clusters Score -277557.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -277564.531250 Penalty: 813.489990
	Iteration 44Q: 3 clusters Score -277564.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -277567.968750 Penalty: 813.489990
	Iteration 45Q: 3 clusters Score -277568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -277570.750000 Penalty: 813.489990
	Iteration 46Q: 3 clusters Score -277570.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -277573.375000 Penalty: 813.489990
	Iteration 47Q: 3 clusters Score -277573.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -277576.250000 Penalty: 813.489990
	Iteration 48Q: 3 clusters Score -277576.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -277578.750000 Penalty: 813.489990
	Iteration 49Q: 3 clusters Score -277578.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -277580.343750 Penalty: 813.489990
	Iteration 50Q: 3 clusters Score -277580.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -277585.218750 Penalty: 813.489990
	Iteration 51Q: 3 clusters Score -277585.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -277587.937500 Penalty: 813.489990
	Iteration 52Q: 3 clusters Score -277587.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -277590.625000 Penalty: 813.489990
	Iteration 53Q: 3 clusters Score -277590.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -277592.000000 Penalty: 813.489990
	Iteration 54Q: 3 clusters Score -277592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -277593.093750 Penalty: 813.489990
	Iteration 55Q: 3 clusters Score -277593.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -277594.875000 Penalty: 813.489990
	Iteration 56Q: 3 clusters Score -277594.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -277596.562500 Penalty: 813.489990
	Iteration 57Q: 3 clusters Score -277596.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -277597.781250 Penalty: 813.489990
	Iteration 58Q: 3 clusters Score -277597.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -277598.062500 Penalty: 813.489990
	Iteration 59Q: 3 clusters Score -277598.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -277598.656250 Penalty: 813.489990
	Iteration 60F: 3 clusters Score -277598.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -277599.625000 Penalty: 813.489990
	Iteration 61Q: 3 clusters Score -277599.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -277602.468750 Penalty: 813.489990
	Iteration 62Q: 3 clusters Score -277602.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -277603.531250 Penalty: 813.489990
	Iteration 63Q: 3 clusters Score -277603.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -277605.187500 Penalty: 813.489990
	Iteration 64Q: 3 clusters Score -277605.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -277607.531250 Penalty: 813.489990
	Iteration 65Q: 3 clusters Score -277607.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -277607.125000 Penalty: 813.489990
	Iteration 66Q: 3 clusters Score -277607.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -277607.406250 Penalty: 813.489990
	Iteration 67Q: 3 clusters Score -277607.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -277607.656250 Penalty: 813.489990
	Iteration 68Q: 3 clusters Score -277607.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -277607.812500 Penalty: 813.489990
	Iteration 69Q: 3 clusters Score -277607.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -277607.656250 Penalty: 813.489990
	Iteration 70Q: 3 clusters Score -277607.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -277607.656250 Penalty: 813.489990
	Iteration 71F: 3 clusters Score -277607.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -19059.896484 Penalty: 300.294128
	Iteration 0F: 2 clusters Score -19059.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -18481.902344 Penalty: 600.588257
	Iteration 0F: 3 clusters Score -18481.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -18807.914062 Penalty: 600.588257
	Iteration 1F: 3 clusters Score -18807.91 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -18871.681641 Penalty: 600.588257
	Iteration 2F: 3 clusters Score -18871.68 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -18927.343750 Penalty: 600.588257
	Iteration 3F: 3 clusters Score -18927.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -18977.525391 Penalty: 600.588257
	Iteration 4F: 3 clusters Score -18977.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -19016.359375 Penalty: 600.588257
	Iteration 5Q: 3 clusters Score -19016.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -19046.416016 Penalty: 600.588257
	Iteration 6Q: 3 clusters Score -19046.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -19059.742188 Penalty: 600.588257
	Iteration 7Q: 3 clusters Score -19059.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -19067.507812 Penalty: 600.588257
	Iteration 8Q: 3 clusters Score -19067.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -19076.259766 Penalty: 600.588257
	Iteration 9Q: 3 clusters Score -19076.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -19094.599609 Penalty: 600.588257
	Iteration 10Q: 3 clusters Score -19094.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -19114.107422 Penalty: 600.588257
	Iteration 11Q: 3 clusters Score -19114.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -19126.611328 Penalty: 600.588257
	Iteration 12Q: 3 clusters Score -19126.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -19130.064453 Penalty: 600.588257
	Iteration 13Q: 3 clusters Score -19130.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -19130.488281 Penalty: 600.588257
	Iteration 14Q: 3 clusters Score -19130.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -19139.996094 Penalty: 600.588257
	Iteration 15F: 3 clusters Score -19140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -19146.984375 Penalty: 600.588257
	Iteration 16Q: 3 clusters Score -19146.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -19147.869141 Penalty: 600.588257
	Iteration 17Q: 3 clusters Score -19147.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -19148.003906 Penalty: 600.588257
	Iteration 18Q: 3 clusters Score -19148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -19148.591797 Penalty: 600.588257
	Iteration 19Q: 3 clusters Score -19148.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -19148.591797 Penalty: 600.588257
	Iteration 20F: 3 clusters Score -19148.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 10243 members 
Mstep: Class 3 contains 7212 members 
Mstep: Class 4 contains 480016 members 
Mstep: Class 5 contains 8313 members 
Mstep: Class 6 contains 6966 members 
Mstep: Class 7 contains 562190 members 
Mstep: Class 8 contains 3190 members 
Mstep: Class 9 contains 7491 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 14 contains 1364 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 20215 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 12397 members 
Mstep: Class 20 contains 103966 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12423 members 
Mstep: Class 23 contains 15708 members 
Mstep: Class 24 contains 19728 members 
Mstep: Class 25 contains 9629 members 
Mstep: Class 26 contains 4139 members 
Mstep: Class 27 contains 3379 members 
Mstep: Class 28 contains 16004 members 
Mstep: Class 29 contains 1432 members 
Mstep: Class 30 contains 11719 members 
Mstep: Class 31 contains 7627 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 9495 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 3729 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 6404 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 1697 members 
Mstep: Class 40 contains 2961 members 
Mstep: Class 41 contains 659 members 
Entering Unmasked Estep 
Score: -50376300.000000 Penalty: 26384.455078
Splitting cluster 32 changes total score from -50376484.000000 to -50376300.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (9495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Entering Unmasked Estep 
Score: -351870.312500 Penalty: 416.712677
	Iteration 0F: 2 clusters Score -351870.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -345475.625000 Penalty: 833.425354
	Iteration 0F: 3 clusters Score -345475.6 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -348272.968750 Penalty: 833.425354
	Iteration 1F: 3 clusters Score -348273 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -348626.843750 Penalty: 833.425354
	Iteration 2F: 3 clusters Score -348626.8 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -349055.375000 Penalty: 833.425354
	Iteration 3F: 3 clusters Score -349055.4 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -349563.250000 Penalty: 833.425354
	Iteration 4F: 3 clusters Score -349563.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -350057.875000 Penalty: 833.425354
	Iteration 5F: 3 clusters Score -350057.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -350463.375000 Penalty: 833.425354
	Iteration 6F: 3 clusters Score -350463.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -350737.562500 Penalty: 833.425354
	Iteration 7Q: 3 clusters Score -350737.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -350886.875000 Penalty: 833.425354
	Iteration 8Q: 3 clusters Score -350886.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -350996.062500 Penalty: 833.425354
	Iteration 9Q: 3 clusters Score -350996.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -351090.250000 Penalty: 833.425354
	Iteration 10Q: 3 clusters Score -351090.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -351172.406250 Penalty: 833.425354
	Iteration 11Q: 3 clusters Score -351172.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -351238.312500 Penalty: 833.425354
	Iteration 12Q: 3 clusters Score -351238.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -351291.937500 Penalty: 833.425354
	Iteration 13Q: 3 clusters Score -351291.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -351326.781250 Penalty: 833.425354
	Iteration 14Q: 3 clusters Score -351326.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -351364.187500 Penalty: 833.425354
	Iteration 15Q: 3 clusters Score -351364.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -351393.687500 Penalty: 833.425354
	Iteration 16Q: 3 clusters Score -351393.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -351421.593750 Penalty: 833.425354
	Iteration 17Q: 3 clusters Score -351421.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -351447.593750 Penalty: 833.425354
	Iteration 18Q: 3 clusters Score -351447.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -351463.656250 Penalty: 833.425354
	Iteration 19Q: 3 clusters Score -351463.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -351479.812500 Penalty: 833.425354
	Iteration 20F: 3 clusters Score -351479.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -351489.718750 Penalty: 833.425354
	Iteration 21Q: 3 clusters Score -351489.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -351495.781250 Penalty: 833.425354
	Iteration 22Q: 3 clusters Score -351495.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -351499.812500 Penalty: 833.425354
	Iteration 23Q: 3 clusters Score -351499.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -351506.750000 Penalty: 833.425354
	Iteration 24Q: 3 clusters Score -351506.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -351511.843750 Penalty: 833.425354
	Iteration 25Q: 3 clusters Score -351511.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -351516.718750 Penalty: 833.425354
	Iteration 26Q: 3 clusters Score -351516.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -351527.937500 Penalty: 833.425354
	Iteration 27Q: 3 clusters Score -351527.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -351534.687500 Penalty: 833.425354
	Iteration 28Q: 3 clusters Score -351534.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -351541.656250 Penalty: 833.425354
	Iteration 29Q: 3 clusters Score -351541.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -351544.406250 Penalty: 833.425354
	Iteration 30Q: 3 clusters Score -351544.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -351557.031250 Penalty: 833.425354
	Iteration 31Q: 3 clusters Score -351557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -351559.125000 Penalty: 833.425354
	Iteration 32Q: 3 clusters Score -351559.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -351561.625000 Penalty: 833.425354
	Iteration 33Q: 3 clusters Score -351561.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -351561.875000 Penalty: 833.425354
	Iteration 34Q: 3 clusters Score -351561.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -351564.968750 Penalty: 833.425354
	Iteration 35Q: 3 clusters Score -351565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -351568.281250 Penalty: 833.425354
	Iteration 36Q: 3 clusters Score -351568.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -351575.218750 Penalty: 833.425354
	Iteration 37Q: 3 clusters Score -351575.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -351576.593750 Penalty: 833.425354
	Iteration 38Q: 3 clusters Score -351576.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -351576.562500 Penalty: 833.425354
	Iteration 39Q: 3 clusters Score -351576.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -351576.562500 Penalty: 833.425354
	Iteration 40F: 3 clusters Score -351576.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -44986.402344 Penalty: 329.482178
	Iteration 0F: 2 clusters Score -44986.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -43931.648438 Penalty: 658.964355
	Iteration 0F: 3 clusters Score -43931.65 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -44293.027344 Penalty: 658.964355
	Iteration 1F: 3 clusters Score -44293.03 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -44397.457031 Penalty: 658.964355
	Iteration 2F: 3 clusters Score -44397.46 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -44473.054688 Penalty: 658.964355
	Iteration 3F: 3 clusters Score -44473.05 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -44534.324219 Penalty: 658.964355
	Iteration 4F: 3 clusters Score -44534.32 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -44596.082031 Penalty: 658.964355
	Iteration 5F: 3 clusters Score -44596.08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -44646.199219 Penalty: 658.964355
	Iteration 6Q: 3 clusters Score -44646.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -44696.507812 Penalty: 658.964355
	Iteration 7Q: 3 clusters Score -44696.51 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44739.242188 Penalty: 658.964355
	Iteration 8Q: 3 clusters Score -44739.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44783.351562 Penalty: 658.964355
	Iteration 9Q: 3 clusters Score -44783.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44815.832031 Penalty: 658.964355
	Iteration 10Q: 3 clusters Score -44815.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44829.785156 Penalty: 658.964355
	Iteration 11Q: 3 clusters Score -44829.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44839.039062 Penalty: 658.964355
	Iteration 12Q: 3 clusters Score -44839.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44851.664062 Penalty: 658.964355
	Iteration 13Q: 3 clusters Score -44851.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44858.867188 Penalty: 658.964355
	Iteration 14Q: 3 clusters Score -44858.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44864.000000 Penalty: 658.964355
	Iteration 15Q: 3 clusters Score -44864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44864.460938 Penalty: 658.964355
	Iteration 16Q: 3 clusters Score -44864.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44864.929688 Penalty: 658.964355
	Iteration 17Q: 3 clusters Score -44864.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44865.421875 Penalty: 658.964355
	Iteration 18Q: 3 clusters Score -44865.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44865.812500 Penalty: 658.964355
	Iteration 19Q: 3 clusters Score -44865.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44865.812500 Penalty: 658.964355
	Iteration 20F: 3 clusters Score -44865.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Entering Unmasked Estep 
Score: -136187.828125 Penalty: 374.187225
	Iteration 0F: 2 clusters Score -136187.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -133641.671875 Penalty: 748.374451
	Iteration 0F: 3 clusters Score -133641.7 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -134595.312500 Penalty: 748.374451
	Iteration 1F: 3 clusters Score -134595.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -134724.734375 Penalty: 748.374451
	Iteration 2F: 3 clusters Score -134724.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -134858.328125 Penalty: 748.374451
	Iteration 3F: 3 clusters Score -134858.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -135010.953125 Penalty: 748.374451
	Iteration 4F: 3 clusters Score -135011 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -135171.781250 Penalty: 748.374451
	Iteration 5F: 3 clusters Score -135171.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -135334.484375 Penalty: 748.374451
	Iteration 6F: 3 clusters Score -135334.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -135479.296875 Penalty: 748.374451
	Iteration 7Q: 3 clusters Score -135479.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -135614.031250 Penalty: 748.374451
	Iteration 8Q: 3 clusters Score -135614 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -135712.703125 Penalty: 748.374451
	Iteration 9Q: 3 clusters Score -135712.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -135760.515625 Penalty: 748.374451
	Iteration 10Q: 3 clusters Score -135760.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -135802.796875 Penalty: 748.374451
	Iteration 11Q: 3 clusters Score -135802.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -135842.500000 Penalty: 748.374451
	Iteration 12Q: 3 clusters Score -135842.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -135872.906250 Penalty: 748.374451
	Iteration 13Q: 3 clusters Score -135872.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -135912.671875 Penalty: 748.374451
	Iteration 14Q: 3 clusters Score -135912.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -135929.562500 Penalty: 748.374451
	Iteration 15Q: 3 clusters Score -135929.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -135932.687500 Penalty: 748.374451
	Iteration 16Q: 3 clusters Score -135932.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -135935.062500 Penalty: 748.374451
	Iteration 17Q: 3 clusters Score -135935.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -135936.437500 Penalty: 748.374451
	Iteration 18Q: 3 clusters Score -135936.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -135937.937500 Penalty: 748.374451
	Iteration 19Q: 3 clusters Score -135937.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -135939.125000 Penalty: 748.374451
	Iteration 20F: 3 clusters Score -135939.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -135939.765625 Penalty: 748.374451
	Iteration 21Q: 3 clusters Score -135939.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -135940.953125 Penalty: 748.374451
	Iteration 22Q: 3 clusters Score -135941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -135942.000000 Penalty: 748.374451
	Iteration 23Q: 3 clusters Score -135942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -135943.578125 Penalty: 748.374451
	Iteration 24Q: 3 clusters Score -135943.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -135944.687500 Penalty: 748.374451
	Iteration 25Q: 3 clusters Score -135944.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -135945.265625 Penalty: 748.374451
	Iteration 26Q: 3 clusters Score -135945.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -135945.453125 Penalty: 748.374451
	Iteration 27Q: 3 clusters Score -135945.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -135946.812500 Penalty: 748.374451
	Iteration 28Q: 3 clusters Score -135946.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -135948.468750 Penalty: 748.374451
	Iteration 29Q: 3 clusters Score -135948.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -135949.687500 Penalty: 748.374451
	Iteration 30Q: 3 clusters Score -135949.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -135950.625000 Penalty: 748.374451
	Iteration 31Q: 3 clusters Score -135950.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -135951.093750 Penalty: 748.374451
	Iteration 32Q: 3 clusters Score -135951.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -135951.281250 Penalty: 748.374451
	Iteration 33Q: 3 clusters Score -135951.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -135951.421875 Penalty: 748.374451
	Iteration 34Q: 3 clusters Score -135951.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -135951.421875 Penalty: 748.374451
	Iteration 35F: 3 clusters Score -135951.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Entering Unmasked Estep 
Score: -42776.207031 Penalty: 332.202240
	Iteration 0F: 2 clusters Score -42776.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -41662.089844 Penalty: 664.404480
	Iteration 0F: 3 clusters Score -41662.09 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -42069.496094 Penalty: 664.404480
	Iteration 1F: 3 clusters Score -42069.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -42159.750000 Penalty: 664.404480
	Iteration 2F: 3 clusters Score -42159.75 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -42213.234375 Penalty: 664.404480
	Iteration 3F: 3 clusters Score -42213.23 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -42270.609375 Penalty: 664.404480
	Iteration 4Q: 3 clusters Score -42270.61 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -42329.441406 Penalty: 664.404480
	Iteration 5F: 3 clusters Score -42329.44 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -42376.414062 Penalty: 664.404480
	Iteration 6Q: 3 clusters Score -42376.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -42404.250000 Penalty: 664.404480
	Iteration 7Q: 3 clusters Score -42404.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -42429.429688 Penalty: 664.404480
	Iteration 8Q: 3 clusters Score -42429.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -42452.445312 Penalty: 664.404480
	Iteration 9Q: 3 clusters Score -42452.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -42466.792969 Penalty: 664.404480
	Iteration 10Q: 3 clusters Score -42466.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -42475.984375 Penalty: 664.404480
	Iteration 11Q: 3 clusters Score -42475.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -42481.699219 Penalty: 664.404480
	Iteration 12Q: 3 clusters Score -42481.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -42483.605469 Penalty: 664.404480
	Iteration 13Q: 3 clusters Score -42483.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -42484.363281 Penalty: 664.404480
	Iteration 14Q: 3 clusters Score -42484.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -42484.687500 Penalty: 664.404480
	Iteration 15Q: 3 clusters Score -42484.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -42484.687500 Penalty: 664.404480
	Iteration 16F: 3 clusters Score -42484.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Entering Unmasked Estep 
Score: -237301.000000 Penalty: 398.792847
	Iteration 0F: 2 clusters Score -237301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -233039.156250 Penalty: 797.585693
	Iteration 0F: 3 clusters Score -233039.2 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -234625.656250 Penalty: 797.585693
	Iteration 1F: 3 clusters Score -234625.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -234794.875000 Penalty: 797.585693
	Iteration 2F: 3 clusters Score -234794.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -234963.906250 Penalty: 797.585693
	Iteration 3F: 3 clusters Score -234963.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -235126.593750 Penalty: 797.585693
	Iteration 4Q: 3 clusters Score -235126.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -235319.546875 Penalty: 797.585693
	Iteration 5Q: 3 clusters Score -235319.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -235552.250000 Penalty: 797.585693
	Iteration 6F: 3 clusters Score -235552.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -235791.906250 Penalty: 797.585693
	Iteration 7F: 3 clusters Score -235791.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -236015.484375 Penalty: 797.585693
	Iteration 8F: 3 clusters Score -236015.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -236143.578125 Penalty: 797.585693
	Iteration 9Q: 3 clusters Score -236143.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -236198.890625 Penalty: 797.585693
	Iteration 10Q: 3 clusters Score -236198.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -236237.953125 Penalty: 797.585693
	Iteration 11Q: 3 clusters Score -236238 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -236274.546875 Penalty: 797.585693
	Iteration 12Q: 3 clusters Score -236274.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -236322.734375 Penalty: 797.585693
	Iteration 13Q: 3 clusters Score -236322.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -236374.625000 Penalty: 797.585693
	Iteration 14Q: 3 clusters Score -236374.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -236448.562500 Penalty: 797.585693
	Iteration 15Q: 3 clusters Score -236448.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -236511.187500 Penalty: 797.585693
	Iteration 16Q: 3 clusters Score -236511.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -236553.000000 Penalty: 797.585693
	Iteration 17Q: 3 clusters Score -236553 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -236589.437500 Penalty: 797.585693
	Iteration 18Q: 3 clusters Score -236589.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -236616.703125 Penalty: 797.585693
	Iteration 19Q: 3 clusters Score -236616.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -236636.437500 Penalty: 797.585693
	Iteration 20F: 3 clusters Score -236636.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -236647.078125 Penalty: 797.585693
	Iteration 21Q: 3 clusters Score -236647.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -236657.500000 Penalty: 797.585693
	Iteration 22Q: 3 clusters Score -236657.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -236665.546875 Penalty: 797.585693
	Iteration 23Q: 3 clusters Score -236665.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -236673.875000 Penalty: 797.585693
	Iteration 24Q: 3 clusters Score -236673.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -236680.281250 Penalty: 797.585693
	Iteration 25Q: 3 clusters Score -236680.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -236688.046875 Penalty: 797.585693
	Iteration 26Q: 3 clusters Score -236688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -236694.484375 Penalty: 797.585693
	Iteration 27Q: 3 clusters Score -236694.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -236698.546875 Penalty: 797.585693
	Iteration 28Q: 3 clusters Score -236698.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -236703.390625 Penalty: 797.585693
	Iteration 29Q: 3 clusters Score -236703.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -236708.687500 Penalty: 797.585693
	Iteration 30Q: 3 clusters Score -236708.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -236715.281250 Penalty: 797.585693
	Iteration 31Q: 3 clusters Score -236715.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -236724.156250 Penalty: 797.585693
	Iteration 32Q: 3 clusters Score -236724.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -236732.250000 Penalty: 797.585693
	Iteration 33Q: 3 clusters Score -236732.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -236740.218750 Penalty: 797.585693
	Iteration 34Q: 3 clusters Score -236740.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -236744.843750 Penalty: 797.585693
	Iteration 35Q: 3 clusters Score -236744.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -236748.421875 Penalty: 797.585693
	Iteration 36Q: 3 clusters Score -236748.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -236752.093750 Penalty: 797.585693
	Iteration 37Q: 3 clusters Score -236752.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -236755.625000 Penalty: 797.585693
	Iteration 38Q: 3 clusters Score -236755.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -236760.109375 Penalty: 797.585693
	Iteration 39Q: 3 clusters Score -236760.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -236767.609375 Penalty: 797.585693
	Iteration 40F: 3 clusters Score -236767.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -236773.843750 Penalty: 797.585693
	Iteration 41Q: 3 clusters Score -236773.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -236781.125000 Penalty: 797.585693
	Iteration 42Q: 3 clusters Score -236781.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -236789.812500 Penalty: 797.585693
	Iteration 43Q: 3 clusters Score -236789.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -236796.796875 Penalty: 797.585693
	Iteration 44Q: 3 clusters Score -236796.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -236807.859375 Penalty: 797.585693
	Iteration 45Q: 3 clusters Score -236807.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -236821.390625 Penalty: 797.585693
	Iteration 46Q: 3 clusters Score -236821.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -236833.500000 Penalty: 797.585693
	Iteration 47Q: 3 clusters Score -236833.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -236841.531250 Penalty: 797.585693
	Iteration 48Q: 3 clusters Score -236841.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -236848.921875 Penalty: 797.585693
	Iteration 49Q: 3 clusters Score -236848.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -236854.328125 Penalty: 797.585693
	Iteration 50Q: 3 clusters Score -236854.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -236861.125000 Penalty: 797.585693
	Iteration 51Q: 3 clusters Score -236861.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -236870.375000 Penalty: 797.585693
	Iteration 52Q: 3 clusters Score -236870.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -236878.625000 Penalty: 797.585693
	Iteration 53Q: 3 clusters Score -236878.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -236886.500000 Penalty: 797.585693
	Iteration 54Q: 3 clusters Score -236886.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -236896.046875 Penalty: 797.585693
	Iteration 55Q: 3 clusters Score -236896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -236907.609375 Penalty: 797.585693
	Iteration 56Q: 3 clusters Score -236907.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -236920.000000 Penalty: 797.585693
	Iteration 57Q: 3 clusters Score -236920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -236929.609375 Penalty: 797.585693
	Iteration 58Q: 3 clusters Score -236929.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -236939.062500 Penalty: 797.585693
	Iteration 59Q: 3 clusters Score -236939.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -236942.984375 Penalty: 797.585693
	Iteration 60F: 3 clusters Score -236943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -236945.203125 Penalty: 797.585693
	Iteration 61Q: 3 clusters Score -236945.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -236947.796875 Penalty: 797.585693
	Iteration 62Q: 3 clusters Score -236947.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -236950.812500 Penalty: 797.585693
	Iteration 63Q: 3 clusters Score -236950.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -236952.593750 Penalty: 797.585693
	Iteration 64Q: 3 clusters Score -236952.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -236956.406250 Penalty: 797.585693
	Iteration 65Q: 3 clusters Score -236956.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -236958.578125 Penalty: 797.585693
	Iteration 66Q: 3 clusters Score -236958.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -236961.078125 Penalty: 797.585693
	Iteration 67Q: 3 clusters Score -236961.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -236963.703125 Penalty: 797.585693
	Iteration 68Q: 3 clusters Score -236963.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -236965.328125 Penalty: 797.585693
	Iteration 69Q: 3 clusters Score -236965.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -236967.187500 Penalty: 797.585693
	Iteration 70Q: 3 clusters Score -236967.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -236969.437500 Penalty: 797.585693
	Iteration 71Q: 3 clusters Score -236969.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -236970.875000 Penalty: 797.585693
	Iteration 72Q: 3 clusters Score -236970.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -236970.859375 Penalty: 797.585693
	Iteration 73Q: 3 clusters Score -236970.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -236971.000000 Penalty: 797.585693
	Iteration 74Q: 3 clusters Score -236971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -236970.937500 Penalty: 797.585693
	Iteration 75Q: 3 clusters Score -236970.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -236970.750000 Penalty: 797.585693
	Iteration 76Q: 3 clusters Score -236970.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -236970.734375 Penalty: 797.585693
	Iteration 77Q: 3 clusters Score -236970.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -236970.531250 Penalty: 797.585693
	Iteration 78Q: 3 clusters Score -236970.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -236971.218750 Penalty: 797.585693
	Iteration 79Q: 3 clusters Score -236971.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -236971.750000 Penalty: 797.585693
	Iteration 80F: 3 clusters Score -236971.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -236972.187500 Penalty: 797.585693
	Iteration 81Q: 3 clusters Score -236972.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -236972.484375 Penalty: 797.585693
	Iteration 82Q: 3 clusters Score -236972.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -236972.390625 Penalty: 797.585693
	Iteration 83Q: 3 clusters Score -236972.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -236972.390625 Penalty: 797.585693
	Iteration 84F: 3 clusters Score -236972.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -40846.406250 Penalty: 323.832855
	Iteration 0F: 2 clusters Score -40846.41 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 645 members 
Entering Unmasked Estep 
Score: -39904.792969 Penalty: 647.665710
	Iteration 0F: 3 clusters Score -39904.79 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -40208.476562 Penalty: 647.665710
	Iteration 1F: 3 clusters Score -40208.48 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -40290.609375 Penalty: 647.665710
	Iteration 2F: 3 clusters Score -40290.61 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -40345.570312 Penalty: 647.665710
	Iteration 3F: 3 clusters Score -40345.57 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -40396.011719 Penalty: 647.665710
	Iteration 4F: 3 clusters Score -40396.01 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -40439.683594 Penalty: 647.665710
	Iteration 5Q: 3 clusters Score -40439.68 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -40484.703125 Penalty: 647.665710
	Iteration 6Q: 3 clusters Score -40484.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -40527.527344 Penalty: 647.665710
	Iteration 7Q: 3 clusters Score -40527.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -40552.347656 Penalty: 647.665710
	Iteration 8Q: 3 clusters Score -40552.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -40563.503906 Penalty: 647.665710
	Iteration 9Q: 3 clusters Score -40563.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -40575.695312 Penalty: 647.665710
	Iteration 10Q: 3 clusters Score -40575.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -40583.460938 Penalty: 647.665710
	Iteration 11Q: 3 clusters Score -40583.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -40595.207031 Penalty: 647.665710
	Iteration 12Q: 3 clusters Score -40595.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -40605.625000 Penalty: 647.665710
	Iteration 13Q: 3 clusters Score -40605.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -40614.484375 Penalty: 647.665710
	Iteration 14Q: 3 clusters Score -40614.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -40620.171875 Penalty: 647.665710
	Iteration 15Q: 3 clusters Score -40620.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -40625.558594 Penalty: 647.665710
	Iteration 16Q: 3 clusters Score -40625.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -40627.687500 Penalty: 647.665710
	Iteration 17Q: 3 clusters Score -40627.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -40629.199219 Penalty: 647.665710
	Iteration 18Q: 3 clusters Score -40629.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -40629.554688 Penalty: 647.665710
	Iteration 19Q: 3 clusters Score -40629.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -40629.554688 Penalty: 647.665710
	Iteration 20F: 3 clusters Score -40629.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Entering Unmasked Estep 
Score: -61783.652344 Penalty: 338.366089
	Iteration 0F: 2 clusters Score -61783.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -60494.160156 Penalty: 676.732178
	Iteration 0F: 3 clusters Score -60494.16 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -60947.605469 Penalty: 676.732178
	Iteration 1F: 3 clusters Score -60947.61 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -61017.156250 Penalty: 676.732178
	Iteration 2F: 3 clusters Score -61017.16 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -61068.925781 Penalty: 676.732178
	Iteration 3F: 3 clusters Score -61068.93 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -61112.703125 Penalty: 676.732178
	Iteration 4Q: 3 clusters Score -61112.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -61161.757812 Penalty: 676.732178
	Iteration 5Q: 3 clusters Score -61161.76 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -61216.839844 Penalty: 676.732178
	Iteration 6Q: 3 clusters Score -61216.84 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -61282.789062 Penalty: 676.732178
	Iteration 7F: 3 clusters Score -61282.79 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -61354.250000 Penalty: 676.732178
	Iteration 8F: 3 clusters Score -61354.25 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -61407.953125 Penalty: 676.732178
	Iteration 9Q: 3 clusters Score -61407.95 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -61453.570312 Penalty: 676.732178
	Iteration 10Q: 3 clusters Score -61453.57 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -61480.906250 Penalty: 676.732178
	Iteration 11Q: 3 clusters Score -61480.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -61497.578125 Penalty: 676.732178
	Iteration 12Q: 3 clusters Score -61497.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -61506.847656 Penalty: 676.732178
	Iteration 13Q: 3 clusters Score -61506.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -61513.628906 Penalty: 676.732178
	Iteration 14Q: 3 clusters Score -61513.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -61519.085938 Penalty: 676.732178
	Iteration 15Q: 3 clusters Score -61519.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -61524.980469 Penalty: 676.732178
	Iteration 16Q: 3 clusters Score -61524.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -61528.625000 Penalty: 676.732178
	Iteration 17Q: 3 clusters Score -61528.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -61529.808594 Penalty: 676.732178
	Iteration 18Q: 3 clusters Score -61529.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -61531.203125 Penalty: 676.732178
	Iteration 19Q: 3 clusters Score -61531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -61531.765625 Penalty: 676.732178
	Iteration 20F: 3 clusters Score -61531.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -61531.992188 Penalty: 676.732178
	Iteration 21Q: 3 clusters Score -61531.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -61532.093750 Penalty: 676.732178
	Iteration 22Q: 3 clusters Score -61532.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -61532.429688 Penalty: 676.732178
	Iteration 23Q: 3 clusters Score -61532.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -61532.429688 Penalty: 676.732178
	Iteration 24Q: 3 clusters Score -61532.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -61532.429688 Penalty: 676.732178
	Iteration 25F: 3 clusters Score -61532.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 10243 members 
Mstep: Class 3 contains 7212 members 
Mstep: Class 4 contains 480016 members 
Mstep: Class 5 contains 8313 members 
Mstep: Class 6 contains 6966 members 
Mstep: Class 7 contains 562190 members 
Mstep: Class 8 contains 3190 members 
Mstep: Class 9 contains 7491 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 14 contains 1364 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 20215 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 12397 members 
Mstep: Class 20 contains 103966 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12423 members 
Mstep: Class 23 contains 15708 members 
Mstep: Class 24 contains 19728 members 
Mstep: Class 25 contains 9629 members 
Mstep: Class 26 contains 4139 members 
Mstep: Class 27 contains 3379 members 
Mstep: Class 28 contains 16004 members 
Mstep: Class 29 contains 1432 members 
Mstep: Class 30 contains 11719 members 
Mstep: Class 31 contains 7627 members 
Mstep: Class 32 contains 735 members 
Mstep: Class 33 contains 9495 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 3729 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 6404 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376740.000000 Penalty: 25740.931641
Iteration 159Q: 41 clusters Score -5.037674e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 10242 members 
Mstep: Class 3 contains 7211 members 
Mstep: Class 4 contains 480006 members 
Mstep: Class 5 contains 8313 members 
Mstep: Class 6 contains 6966 members 
Mstep: Class 7 contains 561819 members 
Mstep: Class 8 contains 3202 members 
Mstep: Class 9 contains 7493 members 
Mstep: Class 10 contains 805 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 6966 members 
Mstep: Class 14 contains 1364 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 20207 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 12398 members 
Mstep: Class 20 contains 103963 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12424 members 
Mstep: Class 23 contains 15673 members 
Mstep: Class 24 contains 20100 members 
Mstep: Class 25 contains 9627 members 
Mstep: Class 26 contains 4140 members 
Mstep: Class 27 contains 3379 members 
Mstep: Class 28 contains 16014 members 
Mstep: Class 29 contains 1421 members 
Mstep: Class 30 contains 11728 members 
Mstep: Class 31 contains 7637 members 
Mstep: Class 32 contains 735 members 
Mstep: Class 33 contains 9495 members 
Mstep: Class 34 contains 1393 members 
Mstep: Class 35 contains 3731 members 
Mstep: Class 36 contains 1487 members 
Mstep: Class 37 contains 6404 members 
Mstep: Class 38 contains 1234 members 
Mstep: Class 39 contains 1700 members 
Mstep: Class 40 contains 2976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376576.000000 Penalty: 25740.931641
Iteration 160F: 41 clusters Score -5.037658e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 10238 members 
Mstep: Class 3 contains 7212 members 
Mstep: Class 4 contains 480007 members 
Mstep: Class 5 contains 8313 members 
Mstep: Class 6 contains 6963 members 
Mstep: Class 7 contains 561665 members 
Mstep: Class 8 contains 3218 members 
Mstep: Class 9 contains 7498 members 
Mstep: Class 10 contains 805 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 14 contains 1364 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 20208 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 12400 members 
Mstep: Class 20 contains 103961 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12424 members 
Mstep: Class 23 contains 15642 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 9623 members 
Mstep: Class 26 contains 4140 members 
Mstep: Class 27 contains 3377 members 
Mstep: Class 28 contains 16022 members 
Mstep: Class 29 contains 1363 members 
Mstep: Class 30 contains 11733 members 
Mstep: Class 31 contains 7641 members 
Mstep: Class 32 contains 735 members 
Mstep: Class 33 contains 9494 members 
Mstep: Class 34 contains 1388 members 
Mstep: Class 35 contains 3735 members 
Mstep: Class 36 contains 1495 members 
Mstep: Class 37 contains 6403 members 
Mstep: Class 38 contains 1234 members 
Mstep: Class 39 contains 1699 members 
Mstep: Class 40 contains 3059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376604.000000 Penalty: 25740.931641
Iteration 161Q: 41 clusters Score -5.03766e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 10236 members 
Mstep: Class 3 contains 7212 members 
Mstep: Class 4 contains 480013 members 
Mstep: Class 5 contains 8313 members 
Mstep: Class 6 contains 6959 members 
Mstep: Class 7 contains 561574 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 9 contains 7507 members 
Mstep: Class 10 contains 805 members 
Mstep: Class 11 contains 3184 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 1364 members 
Mstep: Class 15 contains 486 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 20202 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 12399 members 
Mstep: Class 20 contains 103957 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12424 members 
Mstep: Class 23 contains 15622 members 
Mstep: Class 24 contains 20298 members 
Mstep: Class 25 contains 9616 members 
Mstep: Class 26 contains 4138 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 16027 members 
Mstep: Class 29 contains 1315 members 
Mstep: Class 30 contains 11740 members 
Mstep: Class 31 contains 7639 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 9496 members 
Mstep: Class 34 contains 1383 members 
Mstep: Class 35 contains 3736 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 6402 members 
Mstep: Class 38 contains 1235 members 
Mstep: Class 39 contains 1700 members 
Mstep: Class 40 contains 3128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376632.000000 Penalty: 25740.931641
Iteration 162Q: 41 clusters Score -5.037663e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 10234 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 480016 members 
Mstep: Class 5 contains 8313 members 
Mstep: Class 6 contains 6956 members 
Mstep: Class 7 contains 561501 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7516 members 
Mstep: Class 10 contains 805 members 
Mstep: Class 11 contains 3185 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 6967 members 
Mstep: Class 14 contains 1366 members 
Mstep: Class 15 contains 484 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 20203 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 12398 members 
Mstep: Class 20 contains 103956 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12425 members 
Mstep: Class 23 contains 15607 members 
Mstep: Class 24 contains 20348 members 
Mstep: Class 25 contains 9607 members 
Mstep: Class 26 contains 4138 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 16026 members 
Mstep: Class 29 contains 1268 members 
Mstep: Class 30 contains 11742 members 
Mstep: Class 31 contains 7636 members 
Mstep: Class 32 contains 733 members 
Mstep: Class 33 contains 9499 members 
Mstep: Class 34 contains 1376 members 
Mstep: Class 35 contains 3737 members 
Mstep: Class 36 contains 1513 members 
Mstep: Class 37 contains 6402 members 
Mstep: Class 38 contains 1235 members 
Mstep: Class 39 contains 1700 members 
Mstep: Class 40 contains 3202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376616.000000 Penalty: 25740.931641
Iteration 163Q: 41 clusters Score -5.037662e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 10226 members 
Mstep: Class 3 contains 7215 members 
Mstep: Class 4 contains 480010 members 
Mstep: Class 5 contains 8313 members 
Mstep: Class 6 contains 6957 members 
Mstep: Class 7 contains 561446 members 
Mstep: Class 8 contains 3239 members 
Mstep: Class 9 contains 7519 members 
Mstep: Class 10 contains 805 members 
Mstep: Class 11 contains 3184 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 6967 members 
Mstep: Class 14 contains 1368 members 
Mstep: Class 15 contains 483 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 20208 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 12397 members 
Mstep: Class 20 contains 103959 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12424 members 
Mstep: Class 23 contains 15595 members 
Mstep: Class 24 contains 20387 members 
Mstep: Class 25 contains 9606 members 
Mstep: Class 26 contains 4136 members 
Mstep: Class 27 contains 3374 members 
Mstep: Class 28 contains 16030 members 
Mstep: Class 29 contains 1223 members 
Mstep: Class 30 contains 11746 members 
Mstep: Class 31 contains 7635 members 
Mstep: Class 32 contains 733 members 
Mstep: Class 33 contains 9500 members 
Mstep: Class 34 contains 1374 members 
Mstep: Class 35 contains 3738 members 
Mstep: Class 36 contains 1518 members 
Mstep: Class 37 contains 6400 members 
Mstep: Class 38 contains 1237 members 
Mstep: Class 39 contains 1701 members 
Mstep: Class 40 contains 3266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376612.000000 Penalty: 25740.931641
Iteration 164Q: 41 clusters Score -5.037661e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 10222 members 
Mstep: Class 3 contains 7217 members 
Mstep: Class 4 contains 480007 members 
Mstep: Class 5 contains 8313 members 
Mstep: Class 6 contains 6958 members 
Mstep: Class 7 contains 561408 members 
Mstep: Class 8 contains 3240 members 
Mstep: Class 9 contains 7527 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6966 members 
Mstep: Class 14 contains 1368 members 
Mstep: Class 15 contains 483 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 20204 members 
Mstep: Class 18 contains 2019 members 
Mstep: Class 19 contains 12398 members 
Mstep: Class 20 contains 103958 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12422 members 
Mstep: Class 23 contains 15588 members 
Mstep: Class 24 contains 20419 members 
Mstep: Class 25 contains 9604 members 
Mstep: Class 26 contains 4132 members 
Mstep: Class 27 contains 3374 members 
Mstep: Class 28 contains 16031 members 
Mstep: Class 29 contains 1184 members 
Mstep: Class 30 contains 11745 members 
Mstep: Class 31 contains 7636 members 
Mstep: Class 32 contains 733 members 
Mstep: Class 33 contains 9501 members 
Mstep: Class 34 contains 1373 members 
Mstep: Class 35 contains 3742 members 
Mstep: Class 36 contains 1518 members 
Mstep: Class 37 contains 6400 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 1702 members 
Mstep: Class 40 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376592.000000 Penalty: 25740.931641
Iteration 165Q: 41 clusters Score -5.037659e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 10215 members 
Mstep: Class 3 contains 7217 members 
Mstep: Class 4 contains 480001 members 
Mstep: Class 5 contains 8313 members 
Mstep: Class 6 contains 6958 members 
Mstep: Class 7 contains 561394 members 
Mstep: Class 8 contains 3239 members 
Mstep: Class 9 contains 7532 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6967 members 
Mstep: Class 14 contains 1368 members 
Mstep: Class 15 contains 483 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 20199 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 12398 members 
Mstep: Class 20 contains 103960 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12420 members 
Mstep: Class 23 contains 15576 members 
Mstep: Class 24 contains 20443 members 
Mstep: Class 25 contains 9601 members 
Mstep: Class 26 contains 4130 members 
Mstep: Class 27 contains 3374 members 
Mstep: Class 28 contains 16030 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 11746 members 
Mstep: Class 31 contains 7640 members 
Mstep: Class 32 contains 733 members 
Mstep: Class 33 contains 9502 members 
Mstep: Class 34 contains 1372 members 
Mstep: Class 35 contains 3748 members 
Mstep: Class 36 contains 1520 members 
Mstep: Class 37 contains 6400 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 1702 members 
Mstep: Class 40 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376676.000000 Penalty: 25740.931641
Iteration 166Q: 41 clusters Score -5.037668e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 10210 members 
Mstep: Class 3 contains 7216 members 
Mstep: Class 4 contains 480006 members 
Mstep: Class 5 contains 8313 members 
Mstep: Class 6 contains 6959 members 
Mstep: Class 7 contains 561378 members 
Mstep: Class 8 contains 3238 members 
Mstep: Class 9 contains 7536 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6966 members 
Mstep: Class 14 contains 1368 members 
Mstep: Class 15 contains 483 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 20196 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 12393 members 
Mstep: Class 20 contains 103958 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12417 members 
Mstep: Class 23 contains 15571 members 
Mstep: Class 24 contains 20463 members 
Mstep: Class 25 contains 9600 members 
Mstep: Class 26 contains 4130 members 
Mstep: Class 27 contains 3373 members 
Mstep: Class 28 contains 16031 members 
Mstep: Class 29 contains 1101 members 
Mstep: Class 30 contains 11744 members 
Mstep: Class 31 contains 7642 members 
Mstep: Class 32 contains 733 members 
Mstep: Class 33 contains 9503 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 3753 members 
Mstep: Class 36 contains 1521 members 
Mstep: Class 37 contains 6399 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 1707 members 
Mstep: Class 40 contains 3414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376768.000000 Penalty: 25740.931641
Iteration 167Q: 41 clusters Score -5.037677e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 10204 members 
Mstep: Class 3 contains 7215 members 
Mstep: Class 4 contains 480002 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 6960 members 
Mstep: Class 7 contains 561353 members 
Mstep: Class 8 contains 3239 members 
Mstep: Class 9 contains 7539 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6966 members 
Mstep: Class 14 contains 1368 members 
Mstep: Class 15 contains 483 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 20198 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 12391 members 
Mstep: Class 20 contains 103957 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12418 members 
Mstep: Class 23 contains 15572 members 
Mstep: Class 24 contains 20484 members 
Mstep: Class 25 contains 9597 members 
Mstep: Class 26 contains 4130 members 
Mstep: Class 27 contains 3373 members 
Mstep: Class 28 contains 16035 members 
Mstep: Class 29 contains 1061 members 
Mstep: Class 30 contains 11745 members 
Mstep: Class 31 contains 7645 members 
Mstep: Class 32 contains 732 members 
Mstep: Class 33 contains 9503 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 3756 members 
Mstep: Class 36 contains 1523 members 
Mstep: Class 37 contains 6397 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 1711 members 
Mstep: Class 40 contains 3452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376756.000000 Penalty: 25740.931641
Iteration 168Q: 41 clusters Score -5.037676e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 10198 members 
Mstep: Class 3 contains 7215 members 
Mstep: Class 4 contains 480004 members 
Mstep: Class 5 contains 8313 members 
Mstep: Class 6 contains 6959 members 
Mstep: Class 7 contains 561339 members 
Mstep: Class 8 contains 3240 members 
Mstep: Class 9 contains 7542 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6966 members 
Mstep: Class 14 contains 1368 members 
Mstep: Class 15 contains 484 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 20198 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 12391 members 
Mstep: Class 20 contains 103958 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12416 members 
Mstep: Class 23 contains 15571 members 
Mstep: Class 24 contains 20498 members 
Mstep: Class 25 contains 9595 members 
Mstep: Class 26 contains 4129 members 
Mstep: Class 27 contains 3373 members 
Mstep: Class 28 contains 16036 members 
Mstep: Class 29 contains 1030 members 
Mstep: Class 30 contains 11745 members 
Mstep: Class 31 contains 7646 members 
Mstep: Class 32 contains 734 members 
Mstep: Class 33 contains 9503 members 
Mstep: Class 34 contains 1370 members 
Mstep: Class 35 contains 3756 members 
Mstep: Class 36 contains 1525 members 
Mstep: Class 37 contains 6394 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 1712 members 
Mstep: Class 40 contains 3482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376752.000000 Penalty: 25740.931641
Iteration 169Q: 41 clusters Score -5.037675e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 10192 members 
Mstep: Class 3 contains 7215 members 
Mstep: Class 4 contains 480002 members 
Mstep: Class 5 contains 8313 members 
Mstep: Class 6 contains 6957 members 
Mstep: Class 7 contains 561320 members 
Mstep: Class 8 contains 3241 members 
Mstep: Class 9 contains 7545 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 1369 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 20199 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 12391 members 
Mstep: Class 20 contains 103961 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12415 members 
Mstep: Class 23 contains 15566 members 
Mstep: Class 24 contains 20517 members 
Mstep: Class 25 contains 9590 members 
Mstep: Class 26 contains 4129 members 
Mstep: Class 27 contains 3373 members 
Mstep: Class 28 contains 16037 members 
Mstep: Class 29 contains 1009 members 
Mstep: Class 30 contains 11745 members 
Mstep: Class 31 contains 7648 members 
Mstep: Class 32 contains 734 members 
Mstep: Class 33 contains 9504 members 
Mstep: Class 34 contains 1368 members 
Mstep: Class 35 contains 3761 members 
Mstep: Class 36 contains 1527 members 
Mstep: Class 37 contains 6393 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 1712 members 
Mstep: Class 40 contains 3503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376672.000000 Penalty: 25740.931641
Iteration 170Q: 41 clusters Score -5.037667e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 10188 members 
Mstep: Class 3 contains 7213 members 
Mstep: Class 4 contains 480000 members 
Mstep: Class 5 contains 8313 members 
Mstep: Class 6 contains 6951 members 
Mstep: Class 7 contains 561302 members 
Mstep: Class 8 contains 3241 members 
Mstep: Class 9 contains 7548 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6964 members 
Mstep: Class 14 contains 1369 members 
Mstep: Class 15 contains 486 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 20199 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 12392 members 
Mstep: Class 20 contains 103960 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12416 members 
Mstep: Class 23 contains 15560 members 
Mstep: Class 24 contains 20535 members 
Mstep: Class 25 contains 9585 members 
Mstep: Class 26 contains 4129 members 
Mstep: Class 27 contains 3374 members 
Mstep: Class 28 contains 16039 members 
Mstep: Class 29 contains 989 members 
Mstep: Class 30 contains 11745 members 
Mstep: Class 31 contains 7648 members 
Mstep: Class 32 contains 734 members 
Mstep: Class 33 contains 9505 members 
Mstep: Class 34 contains 1368 members 
Mstep: Class 35 contains 3768 members 
Mstep: Class 36 contains 1531 members 
Mstep: Class 37 contains 6392 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 1713 members 
Mstep: Class 40 contains 3526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376632.000000 Penalty: 25740.931641
Iteration 171Q: 41 clusters Score -5.037663e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 10186 members 
Mstep: Class 3 contains 7210 members 
Mstep: Class 4 contains 479996 members 
Mstep: Class 5 contains 8313 members 
Mstep: Class 6 contains 6949 members 
Mstep: Class 7 contains 561295 members 
Mstep: Class 8 contains 3241 members 
Mstep: Class 9 contains 7552 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1074 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 14 contains 1369 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 20199 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 12396 members 
Mstep: Class 20 contains 103957 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12416 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 20543 members 
Mstep: Class 25 contains 9580 members 
Mstep: Class 26 contains 4131 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 16038 members 
Mstep: Class 29 contains 965 members 
Mstep: Class 30 contains 11743 members 
Mstep: Class 31 contains 7649 members 
Mstep: Class 32 contains 733 members 
Mstep: Class 33 contains 9505 members 
Mstep: Class 34 contains 1368 members 
Mstep: Class 35 contains 3776 members 
Mstep: Class 36 contains 1537 members 
Mstep: Class 37 contains 6390 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 1713 members 
Mstep: Class 40 contains 3551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376672.000000 Penalty: 25740.931641
Iteration 172Q: 41 clusters Score -5.037667e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 10185 members 
Mstep: Class 3 contains 7208 members 
Mstep: Class 4 contains 479992 members 
Mstep: Class 5 contains 8313 members 
Mstep: Class 6 contains 6945 members 
Mstep: Class 7 contains 561291 members 
Mstep: Class 8 contains 3240 members 
Mstep: Class 9 contains 7556 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1074 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 14 contains 1370 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 20201 members 
Mstep: Class 18 contains 2028 members 
Mstep: Class 19 contains 12399 members 
Mstep: Class 20 contains 103960 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12414 members 
Mstep: Class 23 contains 15551 members 
Mstep: Class 24 contains 20550 members 
Mstep: Class 25 contains 9576 members 
Mstep: Class 26 contains 4131 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 16035 members 
Mstep: Class 29 contains 947 members 
Mstep: Class 30 contains 11740 members 
Mstep: Class 31 contains 7649 members 
Mstep: Class 32 contains 730 members 
Mstep: Class 33 contains 9505 members 
Mstep: Class 34 contains 1368 members 
Mstep: Class 35 contains 3781 members 
Mstep: Class 36 contains 1542 members 
Mstep: Class 37 contains 6391 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 1714 members 
Mstep: Class 40 contains 3571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376632.000000 Penalty: 25740.931641
Iteration 173Q: 41 clusters Score -5.037663e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 10185 members 
Mstep: Class 3 contains 7206 members 
Mstep: Class 4 contains 479991 members 
Mstep: Class 5 contains 8313 members 
Mstep: Class 6 contains 6936 members 
Mstep: Class 7 contains 561285 members 
Mstep: Class 8 contains 3239 members 
Mstep: Class 9 contains 7556 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1074 members 
Mstep: Class 13 contains 6960 members 
Mstep: Class 14 contains 1371 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 20200 members 
Mstep: Class 18 contains 2031 members 
Mstep: Class 19 contains 12403 members 
Mstep: Class 20 contains 103963 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12412 members 
Mstep: Class 23 contains 15549 members 
Mstep: Class 24 contains 20561 members 
Mstep: Class 25 contains 9570 members 
Mstep: Class 26 contains 4132 members 
Mstep: Class 27 contains 3370 members 
Mstep: Class 28 contains 16035 members 
Mstep: Class 29 contains 930 members 
Mstep: Class 30 contains 11739 members 
Mstep: Class 31 contains 7650 members 
Mstep: Class 32 contains 728 members 
Mstep: Class 33 contains 9505 members 
Mstep: Class 34 contains 1368 members 
Mstep: Class 35 contains 3791 members 
Mstep: Class 36 contains 1549 members 
Mstep: Class 37 contains 6390 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 1714 members 
Mstep: Class 40 contains 3583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376660.000000 Penalty: 25740.931641
Iteration 174Q: 41 clusters Score -5.037666e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 10182 members 
Mstep: Class 3 contains 7205 members 
Mstep: Class 4 contains 479992 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 6934 members 
Mstep: Class 7 contains 561283 members 
Mstep: Class 8 contains 3240 members 
Mstep: Class 9 contains 7556 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1074 members 
Mstep: Class 13 contains 6959 members 
Mstep: Class 14 contains 1373 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 20200 members 
Mstep: Class 18 contains 2033 members 
Mstep: Class 19 contains 12403 members 
Mstep: Class 20 contains 103962 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12410 members 
Mstep: Class 23 contains 15549 members 
Mstep: Class 24 contains 20569 members 
Mstep: Class 25 contains 9567 members 
Mstep: Class 26 contains 4129 members 
Mstep: Class 27 contains 3371 members 
Mstep: Class 28 contains 16033 members 
Mstep: Class 29 contains 916 members 
Mstep: Class 30 contains 11737 members 
Mstep: Class 31 contains 7650 members 
Mstep: Class 32 contains 727 members 
Mstep: Class 33 contains 9505 members 
Mstep: Class 34 contains 1368 members 
Mstep: Class 35 contains 3796 members 
Mstep: Class 36 contains 1556 members 
Mstep: Class 37 contains 6390 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 1714 members 
Mstep: Class 40 contains 3590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376696.000000 Penalty: 25740.931641
Iteration 175Q: 41 clusters Score -5.03767e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 10180 members 
Mstep: Class 3 contains 7205 members 
Mstep: Class 4 contains 479991 members 
Mstep: Class 5 contains 8311 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 561280 members 
Mstep: Class 8 contains 3241 members 
Mstep: Class 9 contains 7558 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1074 members 
Mstep: Class 13 contains 6959 members 
Mstep: Class 14 contains 1374 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 20200 members 
Mstep: Class 18 contains 2034 members 
Mstep: Class 19 contains 12404 members 
Mstep: Class 20 contains 103966 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12408 members 
Mstep: Class 23 contains 15551 members 
Mstep: Class 24 contains 20569 members 
Mstep: Class 25 contains 9562 members 
Mstep: Class 26 contains 4130 members 
Mstep: Class 27 contains 3370 members 
Mstep: Class 28 contains 16033 members 
Mstep: Class 29 contains 908 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 7648 members 
Mstep: Class 32 contains 724 members 
Mstep: Class 33 contains 9505 members 
Mstep: Class 34 contains 1368 members 
Mstep: Class 35 contains 3800 members 
Mstep: Class 36 contains 1560 members 
Mstep: Class 37 contains 6390 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 1714 members 
Mstep: Class 40 contains 3598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376708.000000 Penalty: 25740.931641
Iteration 176Q: 41 clusters Score -5.037671e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 10178 members 
Mstep: Class 3 contains 7205 members 
Mstep: Class 4 contains 479986 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6924 members 
Mstep: Class 7 contains 561277 members 
Mstep: Class 8 contains 3240 members 
Mstep: Class 9 contains 7558 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1074 members 
Mstep: Class 13 contains 6958 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 20200 members 
Mstep: Class 18 contains 2035 members 
Mstep: Class 19 contains 12404 members 
Mstep: Class 20 contains 103964 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12412 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 20569 members 
Mstep: Class 25 contains 9560 members 
Mstep: Class 26 contains 4128 members 
Mstep: Class 27 contains 3370 members 
Mstep: Class 28 contains 16033 members 
Mstep: Class 29 contains 902 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 7648 members 
Mstep: Class 32 contains 725 members 
Mstep: Class 33 contains 9505 members 
Mstep: Class 34 contains 1368 members 
Mstep: Class 35 contains 3804 members 
Mstep: Class 36 contains 1568 members 
Mstep: Class 37 contains 6390 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 1714 members 
Mstep: Class 40 contains 3604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376648.000000 Penalty: 25740.931641
Iteration 177Q: 41 clusters Score -5.037665e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 10178 members 
Mstep: Class 3 contains 7205 members 
Mstep: Class 4 contains 479982 members 
Mstep: Class 5 contains 8308 members 
Mstep: Class 6 contains 6925 members 
Mstep: Class 7 contains 561275 members 
Mstep: Class 8 contains 3240 members 
Mstep: Class 9 contains 7557 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1074 members 
Mstep: Class 13 contains 6957 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 20201 members 
Mstep: Class 18 contains 2036 members 
Mstep: Class 19 contains 12402 members 
Mstep: Class 20 contains 103965 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12413 members 
Mstep: Class 23 contains 15557 members 
Mstep: Class 24 contains 20573 members 
Mstep: Class 25 contains 9559 members 
Mstep: Class 26 contains 4127 members 
Mstep: Class 27 contains 3370 members 
Mstep: Class 28 contains 16033 members 
Mstep: Class 29 contains 896 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 7648 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 9505 members 
Mstep: Class 34 contains 1368 members 
Mstep: Class 35 contains 3806 members 
Mstep: Class 36 contains 1569 members 
Mstep: Class 37 contains 6390 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 1714 members 
Mstep: Class 40 contains 3607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376664.000000 Penalty: 25740.931641
Iteration 178Q: 41 clusters Score -5.037666e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 10175 members 
Mstep: Class 3 contains 7204 members 
Mstep: Class 4 contains 479981 members 
Mstep: Class 5 contains 8307 members 
Mstep: Class 6 contains 6926 members 
Mstep: Class 7 contains 561275 members 
Mstep: Class 8 contains 3241 members 
Mstep: Class 9 contains 7558 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1074 members 
Mstep: Class 13 contains 6958 members 
Mstep: Class 14 contains 1381 members 
Mstep: Class 15 contains 486 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 20201 members 
Mstep: Class 18 contains 2035 members 
Mstep: Class 19 contains 12400 members 
Mstep: Class 20 contains 103963 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12413 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 20576 members 
Mstep: Class 25 contains 9557 members 
Mstep: Class 26 contains 4127 members 
Mstep: Class 27 contains 3370 members 
Mstep: Class 28 contains 16032 members 
Mstep: Class 29 contains 890 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 7648 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 9505 members 
Mstep: Class 34 contains 1368 members 
Mstep: Class 35 contains 3808 members 
Mstep: Class 36 contains 1574 members 
Mstep: Class 37 contains 6390 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 1712 members 
Mstep: Class 40 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376652.000000 Penalty: 25740.931641
Iteration 179Q: 41 clusters Score -5.037665e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 10174 members 
Mstep: Class 3 contains 7204 members 
Mstep: Class 4 contains 479978 members 
Mstep: Class 5 contains 8307 members 
Mstep: Class 6 contains 6926 members 
Mstep: Class 7 contains 561273 members 
Mstep: Class 8 contains 3242 members 
Mstep: Class 9 contains 7560 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1074 members 
Mstep: Class 13 contains 6958 members 
Mstep: Class 14 contains 1382 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 20201 members 
Mstep: Class 18 contains 2033 members 
Mstep: Class 19 contains 12398 members 
Mstep: Class 20 contains 103962 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12412 members 
Mstep: Class 23 contains 15551 members 
Mstep: Class 24 contains 20581 members 
Mstep: Class 25 contains 9557 members 
Mstep: Class 26 contains 4127 members 
Mstep: Class 27 contains 3369 members 
Mstep: Class 28 contains 16031 members 
Mstep: Class 29 contains 882 members 
Mstep: Class 30 contains 11735 members 
Mstep: Class 31 contains 7645 members 
Mstep: Class 32 contains 725 members 
Mstep: Class 33 contains 9505 members 
Mstep: Class 34 contains 1368 members 
Mstep: Class 35 contains 3808 members 
Mstep: Class 36 contains 1583 members 
Mstep: Class 37 contains 6390 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 1712 members 
Mstep: Class 40 contains 3623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376640.000000 Penalty: 25740.931641
Iteration 180F: 41 clusters Score -5.037664e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 10172 members 
Mstep: Class 3 contains 7205 members 
Mstep: Class 4 contains 479975 members 
Mstep: Class 5 contains 8307 members 
Mstep: Class 6 contains 6920 members 
Mstep: Class 7 contains 561273 members 
Mstep: Class 8 contains 3242 members 
Mstep: Class 9 contains 7562 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1074 members 
Mstep: Class 13 contains 6958 members 
Mstep: Class 14 contains 1383 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 20199 members 
Mstep: Class 18 contains 2035 members 
Mstep: Class 19 contains 12394 members 
Mstep: Class 20 contains 103965 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12414 members 
Mstep: Class 23 contains 15549 members 
Mstep: Class 24 contains 20581 members 
Mstep: Class 25 contains 9555 members 
Mstep: Class 26 contains 4125 members 
Mstep: Class 27 contains 3369 members 
Mstep: Class 28 contains 16032 members 
Mstep: Class 29 contains 870 members 
Mstep: Class 30 contains 11734 members 
Mstep: Class 31 contains 7645 members 
Mstep: Class 32 contains 725 members 
Mstep: Class 33 contains 9505 members 
Mstep: Class 34 contains 1368 members 
Mstep: Class 35 contains 3808 members 
Mstep: Class 36 contains 1593 members 
Mstep: Class 37 contains 6390 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 1715 members 
Mstep: Class 40 contains 3633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376676.000000 Penalty: 25740.931641
Iteration 181Q: 41 clusters Score -5.037668e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 10171 members 
Mstep: Class 3 contains 7204 members 
Mstep: Class 4 contains 479973 members 
Mstep: Class 5 contains 8306 members 
Mstep: Class 6 contains 6914 members 
Mstep: Class 7 contains 561270 members 
Mstep: Class 8 contains 3242 members 
Mstep: Class 9 contains 7564 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1074 members 
Mstep: Class 13 contains 6956 members 
Mstep: Class 14 contains 1385 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 20200 members 
Mstep: Class 18 contains 2034 members 
Mstep: Class 19 contains 12391 members 
Mstep: Class 20 contains 103967 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12415 members 
Mstep: Class 23 contains 15549 members 
Mstep: Class 24 contains 20583 members 
Mstep: Class 25 contains 9556 members 
Mstep: Class 26 contains 4125 members 
Mstep: Class 27 contains 3367 members 
Mstep: Class 28 contains 16032 members 
Mstep: Class 29 contains 866 members 
Mstep: Class 30 contains 11734 members 
Mstep: Class 31 contains 7643 members 
Mstep: Class 32 contains 725 members 
Mstep: Class 33 contains 9505 members 
Mstep: Class 34 contains 1368 members 
Mstep: Class 35 contains 3808 members 
Mstep: Class 36 contains 1603 members 
Mstep: Class 37 contains 6391 members 
Mstep: Class 38 contains 1239 members 
Mstep: Class 39 contains 1718 members 
Mstep: Class 40 contains 3636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376648.000000 Penalty: 25740.931641
Iteration 182Q: 41 clusters Score -5.037665e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 10169 members 
Mstep: Class 3 contains 7205 members 
Mstep: Class 4 contains 479970 members 
Mstep: Class 5 contains 8307 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 561265 members 
Mstep: Class 8 contains 3242 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6955 members 
Mstep: Class 14 contains 1387 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 20200 members 
Mstep: Class 18 contains 2033 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 103967 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12416 members 
Mstep: Class 23 contains 15549 members 
Mstep: Class 24 contains 20586 members 
Mstep: Class 25 contains 9557 members 
Mstep: Class 26 contains 4125 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16032 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 11734 members 
Mstep: Class 31 contains 7641 members 
Mstep: Class 32 contains 725 members 
Mstep: Class 33 contains 9505 members 
Mstep: Class 34 contains 1368 members 
Mstep: Class 35 contains 3808 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 6391 members 
Mstep: Class 38 contains 1239 members 
Mstep: Class 39 contains 1722 members 
Mstep: Class 40 contains 3642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376656.000000 Penalty: 25740.931641
Iteration 183Q: 41 clusters Score -5.037666e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 10166 members 
Mstep: Class 3 contains 7204 members 
Mstep: Class 4 contains 479967 members 
Mstep: Class 5 contains 8307 members 
Mstep: Class 6 contains 6899 members 
Mstep: Class 7 contains 561261 members 
Mstep: Class 8 contains 3241 members 
Mstep: Class 9 contains 7566 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6954 members 
Mstep: Class 14 contains 1390 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 20201 members 
Mstep: Class 18 contains 2032 members 
Mstep: Class 19 contains 12386 members 
Mstep: Class 20 contains 103962 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12417 members 
Mstep: Class 23 contains 15550 members 
Mstep: Class 24 contains 20591 members 
Mstep: Class 25 contains 9556 members 
Mstep: Class 26 contains 4125 members 
Mstep: Class 27 contains 3368 members 
Mstep: Class 28 contains 16033 members 
Mstep: Class 29 contains 857 members 
Mstep: Class 30 contains 11735 members 
Mstep: Class 31 contains 7641 members 
Mstep: Class 32 contains 723 members 
Mstep: Class 33 contains 9505 members 
Mstep: Class 34 contains 1367 members 
Mstep: Class 35 contains 3808 members 
Mstep: Class 36 contains 1632 members 
Mstep: Class 37 contains 6393 members 
Mstep: Class 38 contains 1239 members 
Mstep: Class 39 contains 1725 members 
Mstep: Class 40 contains 3645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376640.000000 Penalty: 25740.931641
Iteration 184Q: 41 clusters Score -5.037664e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 10161 members 
Mstep: Class 3 contains 7203 members 
Mstep: Class 4 contains 479962 members 
Mstep: Class 5 contains 8307 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 561256 members 
Mstep: Class 8 contains 3239 members 
Mstep: Class 9 contains 7566 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6953 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 20202 members 
Mstep: Class 18 contains 2028 members 
Mstep: Class 19 contains 12382 members 
Mstep: Class 20 contains 103955 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12421 members 
Mstep: Class 23 contains 15550 members 
Mstep: Class 24 contains 20594 members 
Mstep: Class 25 contains 9557 members 
Mstep: Class 26 contains 4125 members 
Mstep: Class 27 contains 3369 members 
Mstep: Class 28 contains 16032 members 
Mstep: Class 29 contains 859 members 
Mstep: Class 30 contains 11734 members 
Mstep: Class 31 contains 7643 members 
Mstep: Class 32 contains 719 members 
Mstep: Class 33 contains 9505 members 
Mstep: Class 34 contains 1366 members 
Mstep: Class 35 contains 3808 members 
Mstep: Class 36 contains 1647 members 
Mstep: Class 37 contains 6394 members 
Mstep: Class 38 contains 1239 members 
Mstep: Class 39 contains 1728 members 
Mstep: Class 40 contains 3647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376736.000000 Penalty: 25740.931641
Iteration 185Q: 41 clusters Score -5.037674e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 10162 members 
Mstep: Class 3 contains 7204 members 
Mstep: Class 4 contains 479962 members 
Mstep: Class 5 contains 8308 members 
Mstep: Class 6 contains 6908 members 
Mstep: Class 7 contains 561251 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 7566 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6952 members 
Mstep: Class 14 contains 1394 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 20203 members 
Mstep: Class 18 contains 2026 members 
Mstep: Class 19 contains 12381 members 
Mstep: Class 20 contains 103950 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12424 members 
Mstep: Class 23 contains 15551 members 
Mstep: Class 24 contains 20596 members 
Mstep: Class 25 contains 9557 members 
Mstep: Class 26 contains 4125 members 
Mstep: Class 27 contains 3368 members 
Mstep: Class 28 contains 16032 members 
Mstep: Class 29 contains 858 members 
Mstep: Class 30 contains 11734 members 
Mstep: Class 31 contains 7642 members 
Mstep: Class 32 contains 716 members 
Mstep: Class 33 contains 9504 members 
Mstep: Class 34 contains 1363 members 
Mstep: Class 35 contains 3808 members 
Mstep: Class 36 contains 1649 members 
Mstep: Class 37 contains 6392 members 
Mstep: Class 38 contains 1239 members 
Mstep: Class 39 contains 1731 members 
Mstep: Class 40 contains 3653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376760.000000 Penalty: 25740.931641
Iteration 186Q: 41 clusters Score -5.037676e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 10161 members 
Mstep: Class 3 contains 7205 members 
Mstep: Class 4 contains 479959 members 
Mstep: Class 5 contains 8308 members 
Mstep: Class 6 contains 6908 members 
Mstep: Class 7 contains 561245 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6952 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 20204 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 12381 members 
Mstep: Class 20 contains 103948 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12425 members 
Mstep: Class 23 contains 15554 members 
Mstep: Class 24 contains 20599 members 
Mstep: Class 25 contains 9556 members 
Mstep: Class 26 contains 4125 members 
Mstep: Class 27 contains 3368 members 
Mstep: Class 28 contains 16030 members 
Mstep: Class 29 contains 853 members 
Mstep: Class 30 contains 11734 members 
Mstep: Class 31 contains 7641 members 
Mstep: Class 32 contains 715 members 
Mstep: Class 33 contains 9506 members 
Mstep: Class 34 contains 1362 members 
Mstep: Class 35 contains 3807 members 
Mstep: Class 36 contains 1648 members 
Mstep: Class 37 contains 6395 members 
Mstep: Class 38 contains 1240 members 
Mstep: Class 39 contains 1733 members 
Mstep: Class 40 contains 3656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376764.000000 Penalty: 25740.931641
Iteration 187Q: 41 clusters Score -5.037676e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 10161 members 
Mstep: Class 3 contains 7205 members 
Mstep: Class 4 contains 479956 members 
Mstep: Class 5 contains 8308 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 561241 members 
Mstep: Class 8 contains 3237 members 
Mstep: Class 9 contains 7564 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6952 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 486 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 20204 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 12378 members 
Mstep: Class 20 contains 103948 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12425 members 
Mstep: Class 23 contains 15554 members 
Mstep: Class 24 contains 20602 members 
Mstep: Class 25 contains 9555 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3368 members 
Mstep: Class 28 contains 16030 members 
Mstep: Class 29 contains 851 members 
Mstep: Class 30 contains 11734 members 
Mstep: Class 31 contains 7640 members 
Mstep: Class 32 contains 715 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3807 members 
Mstep: Class 36 contains 1648 members 
Mstep: Class 37 contains 6398 members 
Mstep: Class 38 contains 1241 members 
Mstep: Class 39 contains 1737 members 
Mstep: Class 40 contains 3660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376716.000000 Penalty: 25740.931641
Iteration 188Q: 41 clusters Score -5.037672e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 10161 members 
Mstep: Class 3 contains 7205 members 
Mstep: Class 4 contains 479951 members 
Mstep: Class 5 contains 8308 members 
Mstep: Class 6 contains 6903 members 
Mstep: Class 7 contains 561235 members 
Mstep: Class 8 contains 3237 members 
Mstep: Class 9 contains 7563 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6953 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 486 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 20204 members 
Mstep: Class 18 contains 2026 members 
Mstep: Class 19 contains 12373 members 
Mstep: Class 20 contains 103947 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12426 members 
Mstep: Class 23 contains 15555 members 
Mstep: Class 24 contains 20604 members 
Mstep: Class 25 contains 9554 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3367 members 
Mstep: Class 28 contains 16030 members 
Mstep: Class 29 contains 844 members 
Mstep: Class 30 contains 11734 members 
Mstep: Class 31 contains 7640 members 
Mstep: Class 32 contains 716 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1359 members 
Mstep: Class 35 contains 3807 members 
Mstep: Class 36 contains 1650 members 
Mstep: Class 37 contains 6402 members 
Mstep: Class 38 contains 1241 members 
Mstep: Class 39 contains 1744 members 
Mstep: Class 40 contains 3669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376744.000000 Penalty: 25740.931641
Iteration 189Q: 41 clusters Score -5.037674e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 10163 members 
Mstep: Class 3 contains 7204 members 
Mstep: Class 4 contains 479946 members 
Mstep: Class 5 contains 8308 members 
Mstep: Class 6 contains 6903 members 
Mstep: Class 7 contains 561226 members 
Mstep: Class 8 contains 3237 members 
Mstep: Class 9 contains 7561 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6952 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 486 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 20204 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 12371 members 
Mstep: Class 20 contains 103940 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12426 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 20608 members 
Mstep: Class 25 contains 9553 members 
Mstep: Class 26 contains 4125 members 
Mstep: Class 27 contains 3368 members 
Mstep: Class 28 contains 16031 members 
Mstep: Class 29 contains 838 members 
Mstep: Class 30 contains 11734 members 
Mstep: Class 31 contains 7641 members 
Mstep: Class 32 contains 716 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1359 members 
Mstep: Class 35 contains 3807 members 
Mstep: Class 36 contains 1654 members 
Mstep: Class 37 contains 6406 members 
Mstep: Class 38 contains 1241 members 
Mstep: Class 39 contains 1750 members 
Mstep: Class 40 contains 3677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376704.000000 Penalty: 25740.931641
Iteration 190Q: 41 clusters Score -5.03767e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 10163 members 
Mstep: Class 3 contains 7201 members 
Mstep: Class 4 contains 479945 members 
Mstep: Class 5 contains 8308 members 
Mstep: Class 6 contains 6902 members 
Mstep: Class 7 contains 561217 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7559 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6949 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20205 members 
Mstep: Class 18 contains 2028 members 
Mstep: Class 19 contains 12368 members 
Mstep: Class 20 contains 103937 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12426 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 20616 members 
Mstep: Class 25 contains 9552 members 
Mstep: Class 26 contains 4125 members 
Mstep: Class 27 contains 3368 members 
Mstep: Class 28 contains 16032 members 
Mstep: Class 29 contains 833 members 
Mstep: Class 30 contains 11734 members 
Mstep: Class 31 contains 7646 members 
Mstep: Class 32 contains 715 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3808 members 
Mstep: Class 36 contains 1662 members 
Mstep: Class 37 contains 6407 members 
Mstep: Class 38 contains 1241 members 
Mstep: Class 39 contains 1755 members 
Mstep: Class 40 contains 3679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376696.000000 Penalty: 25740.931641
Iteration 191Q: 41 clusters Score -5.03767e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 10164 members 
Mstep: Class 3 contains 7199 members 
Mstep: Class 4 contains 479946 members 
Mstep: Class 5 contains 8308 members 
Mstep: Class 6 contains 6897 members 
Mstep: Class 7 contains 561207 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 7561 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6945 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20206 members 
Mstep: Class 18 contains 2029 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 103934 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12426 members 
Mstep: Class 23 contains 15555 members 
Mstep: Class 24 contains 20624 members 
Mstep: Class 25 contains 9553 members 
Mstep: Class 26 contains 4125 members 
Mstep: Class 27 contains 3368 members 
Mstep: Class 28 contains 16031 members 
Mstep: Class 29 contains 831 members 
Mstep: Class 30 contains 11733 members 
Mstep: Class 31 contains 7648 members 
Mstep: Class 32 contains 713 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3809 members 
Mstep: Class 36 contains 1671 members 
Mstep: Class 37 contains 6408 members 
Mstep: Class 38 contains 1240 members 
Mstep: Class 39 contains 1760 members 
Mstep: Class 40 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376680.000000 Penalty: 25740.931641
Iteration 192Q: 41 clusters Score -5.037668e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 10164 members 
Mstep: Class 3 contains 7198 members 
Mstep: Class 4 contains 479945 members 
Mstep: Class 5 contains 8308 members 
Mstep: Class 6 contains 6898 members 
Mstep: Class 7 contains 561204 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 7561 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6942 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20208 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 12366 members 
Mstep: Class 20 contains 103930 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12428 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 20627 members 
Mstep: Class 25 contains 9551 members 
Mstep: Class 26 contains 4125 members 
Mstep: Class 27 contains 3368 members 
Mstep: Class 28 contains 16032 members 
Mstep: Class 29 contains 829 members 
Mstep: Class 30 contains 11733 members 
Mstep: Class 31 contains 7647 members 
Mstep: Class 32 contains 708 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3810 members 
Mstep: Class 36 contains 1679 members 
Mstep: Class 37 contains 6412 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 1766 members 
Mstep: Class 40 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376668.000000 Penalty: 25740.931641
Iteration 193Q: 41 clusters Score -5.037667e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 10164 members 
Mstep: Class 3 contains 7197 members 
Mstep: Class 4 contains 479945 members 
Mstep: Class 5 contains 8307 members 
Mstep: Class 6 contains 6900 members 
Mstep: Class 7 contains 561202 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 7562 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6942 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20206 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 12362 members 
Mstep: Class 20 contains 103923 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12430 members 
Mstep: Class 23 contains 15558 members 
Mstep: Class 24 contains 20625 members 
Mstep: Class 25 contains 9549 members 
Mstep: Class 26 contains 4125 members 
Mstep: Class 27 contains 3368 members 
Mstep: Class 28 contains 16032 members 
Mstep: Class 29 contains 827 members 
Mstep: Class 30 contains 11733 members 
Mstep: Class 31 contains 7645 members 
Mstep: Class 32 contains 708 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3812 members 
Mstep: Class 36 contains 1683 members 
Mstep: Class 37 contains 6417 members 
Mstep: Class 38 contains 1237 members 
Mstep: Class 39 contains 1773 members 
Mstep: Class 40 contains 3682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376696.000000 Penalty: 25740.931641
Iteration 194Q: 41 clusters Score -5.03767e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 10164 members 
Mstep: Class 3 contains 7197 members 
Mstep: Class 4 contains 479947 members 
Mstep: Class 5 contains 8308 members 
Mstep: Class 6 contains 6897 members 
Mstep: Class 7 contains 561199 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 7563 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6941 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20205 members 
Mstep: Class 18 contains 2029 members 
Mstep: Class 19 contains 12358 members 
Mstep: Class 20 contains 103917 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12432 members 
Mstep: Class 23 contains 15561 members 
Mstep: Class 24 contains 20625 members 
Mstep: Class 25 contains 9547 members 
Mstep: Class 26 contains 4125 members 
Mstep: Class 27 contains 3368 members 
Mstep: Class 28 contains 16030 members 
Mstep: Class 29 contains 826 members 
Mstep: Class 30 contains 11734 members 
Mstep: Class 31 contains 7644 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3813 members 
Mstep: Class 36 contains 1687 members 
Mstep: Class 37 contains 6418 members 
Mstep: Class 38 contains 1237 members 
Mstep: Class 39 contains 1779 members 
Mstep: Class 40 contains 3683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376712.000000 Penalty: 25740.931641
Iteration 195Q: 41 clusters Score -5.037671e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 10164 members 
Mstep: Class 3 contains 7199 members 
Mstep: Class 4 contains 479953 members 
Mstep: Class 5 contains 8307 members 
Mstep: Class 6 contains 6897 members 
Mstep: Class 7 contains 561196 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 7563 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6940 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20203 members 
Mstep: Class 18 contains 2030 members 
Mstep: Class 19 contains 12352 members 
Mstep: Class 20 contains 103912 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12432 members 
Mstep: Class 23 contains 15562 members 
Mstep: Class 24 contains 20626 members 
Mstep: Class 25 contains 9545 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3368 members 
Mstep: Class 28 contains 16026 members 
Mstep: Class 29 contains 826 members 
Mstep: Class 30 contains 11735 members 
Mstep: Class 31 contains 7646 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3814 members 
Mstep: Class 36 contains 1689 members 
Mstep: Class 37 contains 6420 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 1784 members 
Mstep: Class 40 contains 3682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376684.000000 Penalty: 25740.931641
Iteration 196Q: 41 clusters Score -5.037668e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 10164 members 
Mstep: Class 3 contains 7199 members 
Mstep: Class 4 contains 479949 members 
Mstep: Class 5 contains 8307 members 
Mstep: Class 6 contains 6898 members 
Mstep: Class 7 contains 561192 members 
Mstep: Class 8 contains 3235 members 
Mstep: Class 9 contains 7564 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6940 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20203 members 
Mstep: Class 18 contains 2032 members 
Mstep: Class 19 contains 12343 members 
Mstep: Class 20 contains 103910 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12431 members 
Mstep: Class 23 contains 15562 members 
Mstep: Class 24 contains 20628 members 
Mstep: Class 25 contains 9545 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3367 members 
Mstep: Class 28 contains 16026 members 
Mstep: Class 29 contains 824 members 
Mstep: Class 30 contains 11737 members 
Mstep: Class 31 contains 7647 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1690 members 
Mstep: Class 37 contains 6423 members 
Mstep: Class 38 contains 1235 members 
Mstep: Class 39 contains 1795 members 
Mstep: Class 40 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376712.000000 Penalty: 25740.931641
Iteration 197Q: 41 clusters Score -5.037671e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 10164 members 
Mstep: Class 3 contains 7197 members 
Mstep: Class 4 contains 479948 members 
Mstep: Class 5 contains 8308 members 
Mstep: Class 6 contains 6897 members 
Mstep: Class 7 contains 561189 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7563 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20203 members 
Mstep: Class 18 contains 2033 members 
Mstep: Class 19 contains 12340 members 
Mstep: Class 20 contains 103905 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12431 members 
Mstep: Class 23 contains 15562 members 
Mstep: Class 24 contains 20628 members 
Mstep: Class 25 contains 9544 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16026 members 
Mstep: Class 29 contains 824 members 
Mstep: Class 30 contains 11737 members 
Mstep: Class 31 contains 7649 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1693 members 
Mstep: Class 37 contains 6429 members 
Mstep: Class 38 contains 1235 members 
Mstep: Class 39 contains 1800 members 
Mstep: Class 40 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376684.000000 Penalty: 25740.931641
Iteration 198Q: 41 clusters Score -5.037668e+07 nChanged 39
Entering ConstructFrom: 
Score: -50376684.000000 Penalty: 25740.931641
Entering ConstructFrom: 
Trying to split cluster 1 (13774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Entering Unmasked Estep 
Score: -492961.875000 Penalty: 433.639465
	Iteration 0F: 2 clusters Score -492961.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -483700.906250 Penalty: 867.278931
	Iteration 0F: 3 clusters Score -483700.9 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -487507.062500 Penalty: 867.278931
	Iteration 1F: 3 clusters Score -487507.1 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -487927.343750 Penalty: 867.278931
	Iteration 2F: 3 clusters Score -487927.3 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -488462.250000 Penalty: 867.278931
	Iteration 3F: 3 clusters Score -488462.2 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -489084.093750 Penalty: 867.278931
	Iteration 4F: 3 clusters Score -489084.1 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -489707.906250 Penalty: 867.278931
	Iteration 5F: 3 clusters Score -489707.9 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -490366.187500 Penalty: 867.278931
	Iteration 6F: 3 clusters Score -490366.2 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -491019.625000 Penalty: 867.278931
	Iteration 7F: 3 clusters Score -491019.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -491593.468750 Penalty: 867.278931
	Iteration 8Q: 3 clusters Score -491593.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -492045.031250 Penalty: 867.278931
	Iteration 9Q: 3 clusters Score -492045 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -492321.781250 Penalty: 867.278931
	Iteration 10Q: 3 clusters Score -492321.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -492447.250000 Penalty: 867.278931
	Iteration 11Q: 3 clusters Score -492447.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -492510.593750 Penalty: 867.278931
	Iteration 12Q: 3 clusters Score -492510.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -492597.562500 Penalty: 867.278931
	Iteration 13Q: 3 clusters Score -492597.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -492717.250000 Penalty: 867.278931
	Iteration 14Q: 3 clusters Score -492717.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -492765.125000 Penalty: 867.278931
	Iteration 15Q: 3 clusters Score -492765.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -492778.312500 Penalty: 867.278931
	Iteration 16Q: 3 clusters Score -492778.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -492784.750000 Penalty: 867.278931
	Iteration 17Q: 3 clusters Score -492784.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -492789.562500 Penalty: 867.278931
	Iteration 18Q: 3 clusters Score -492789.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -492794.625000 Penalty: 867.278931
	Iteration 19Q: 3 clusters Score -492794.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -492796.812500 Penalty: 867.278931
	Iteration 20F: 3 clusters Score -492796.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -492797.750000 Penalty: 867.278931
	Iteration 21Q: 3 clusters Score -492797.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -492801.531250 Penalty: 867.278931
	Iteration 22Q: 3 clusters Score -492801.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -492802.625000 Penalty: 867.278931
	Iteration 23Q: 3 clusters Score -492802.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -492803.750000 Penalty: 867.278931
	Iteration 24Q: 3 clusters Score -492803.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -492803.750000 Penalty: 867.278931
	Iteration 25F: 3 clusters Score -492803.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Entering Unmasked Estep 
Score: -372249.625000 Penalty: 419.810638
	Iteration 0F: 2 clusters Score -372249.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -365439.156250 Penalty: 839.621277
	Iteration 0F: 3 clusters Score -365439.2 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -368601.968750 Penalty: 839.621277
	Iteration 1F: 3 clusters Score -368602 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -369296.625000 Penalty: 839.621277
	Iteration 2F: 3 clusters Score -369296.6 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -370212.656250 Penalty: 839.621277
	Iteration 3F: 3 clusters Score -370212.7 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -370977.781250 Penalty: 839.621277
	Iteration 4F: 3 clusters Score -370977.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -371450.625000 Penalty: 839.621277
	Iteration 5F: 3 clusters Score -371450.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -371758.875000 Penalty: 839.621277
	Iteration 6Q: 3 clusters Score -371758.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -371970.218750 Penalty: 839.621277
	Iteration 7Q: 3 clusters Score -371970.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -372079.375000 Penalty: 839.621277
	Iteration 8Q: 3 clusters Score -372079.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -372136.125000 Penalty: 839.621277
	Iteration 9Q: 3 clusters Score -372136.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -372160.687500 Penalty: 839.621277
	Iteration 10Q: 3 clusters Score -372160.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -372179.343750 Penalty: 839.621277
	Iteration 11Q: 3 clusters Score -372179.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -372185.593750 Penalty: 839.621277
	Iteration 12Q: 3 clusters Score -372185.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -372191.718750 Penalty: 839.621277
	Iteration 13Q: 3 clusters Score -372191.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -372198.031250 Penalty: 839.621277
	Iteration 14Q: 3 clusters Score -372198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -372199.375000 Penalty: 839.621277
	Iteration 15Q: 3 clusters Score -372199.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -372203.312500 Penalty: 839.621277
	Iteration 16Q: 3 clusters Score -372203.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -372206.906250 Penalty: 839.621277
	Iteration 17Q: 3 clusters Score -372206.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -372208.843750 Penalty: 839.621277
	Iteration 18Q: 3 clusters Score -372208.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -372210.250000 Penalty: 839.621277
	Iteration 19Q: 3 clusters Score -372210.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -372216.500000 Penalty: 839.621277
	Iteration 20F: 3 clusters Score -372216.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -372217.625000 Penalty: 839.621277
	Iteration 21Q: 3 clusters Score -372217.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -372218.500000 Penalty: 839.621277
	Iteration 22Q: 3 clusters Score -372218.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -372218.500000 Penalty: 839.621277
	Iteration 23F: 3 clusters Score -372218.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Entering Unmasked Estep 
Score: -251636.890625 Penalty: 404.104584
	Iteration 0F: 2 clusters Score -251636.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -246893.046875 Penalty: 808.209167
	Iteration 0F: 3 clusters Score -246893 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -248937.500000 Penalty: 808.209167
	Iteration 1F: 3 clusters Score -248937.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -249199.546875 Penalty: 808.209167
	Iteration 2F: 3 clusters Score -249199.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -249453.359375 Penalty: 808.209167
	Iteration 3F: 3 clusters Score -249453.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -249667.953125 Penalty: 808.209167
	Iteration 4F: 3 clusters Score -249668 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -249929.812500 Penalty: 808.209167
	Iteration 5F: 3 clusters Score -249929.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -250213.875000 Penalty: 808.209167
	Iteration 6F: 3 clusters Score -250213.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -250482.640625 Penalty: 808.209167
	Iteration 7F: 3 clusters Score -250482.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -250711.328125 Penalty: 808.209167
	Iteration 8Q: 3 clusters Score -250711.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -250905.046875 Penalty: 808.209167
	Iteration 9Q: 3 clusters Score -250905 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -251030.781250 Penalty: 808.209167
	Iteration 10Q: 3 clusters Score -251030.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -251113.812500 Penalty: 808.209167
	Iteration 11Q: 3 clusters Score -251113.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -251170.578125 Penalty: 808.209167
	Iteration 12Q: 3 clusters Score -251170.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -251209.968750 Penalty: 808.209167
	Iteration 13Q: 3 clusters Score -251210 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -251233.531250 Penalty: 808.209167
	Iteration 14Q: 3 clusters Score -251233.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -251244.406250 Penalty: 808.209167
	Iteration 15Q: 3 clusters Score -251244.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -251255.671875 Penalty: 808.209167
	Iteration 16Q: 3 clusters Score -251255.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -251266.625000 Penalty: 808.209167
	Iteration 17Q: 3 clusters Score -251266.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -251274.906250 Penalty: 808.209167
	Iteration 18Q: 3 clusters Score -251274.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -251283.390625 Penalty: 808.209167
	Iteration 19Q: 3 clusters Score -251283.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -251290.468750 Penalty: 808.209167
	Iteration 20F: 3 clusters Score -251290.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -251299.687500 Penalty: 808.209167
	Iteration 21Q: 3 clusters Score -251299.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -251305.703125 Penalty: 808.209167
	Iteration 22Q: 3 clusters Score -251305.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -251312.437500 Penalty: 808.209167
	Iteration 23Q: 3 clusters Score -251312.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -251319.156250 Penalty: 808.209167
	Iteration 24Q: 3 clusters Score -251319.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -251323.984375 Penalty: 808.209167
	Iteration 25Q: 3 clusters Score -251324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -251326.593750 Penalty: 808.209167
	Iteration 26Q: 3 clusters Score -251326.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -251329.140625 Penalty: 808.209167
	Iteration 27Q: 3 clusters Score -251329.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -251331.828125 Penalty: 808.209167
	Iteration 28Q: 3 clusters Score -251331.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -251333.140625 Penalty: 808.209167
	Iteration 29Q: 3 clusters Score -251333.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -251333.750000 Penalty: 808.209167
	Iteration 30Q: 3 clusters Score -251333.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -251333.984375 Penalty: 808.209167
	Iteration 31Q: 3 clusters Score -251334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -251333.984375 Penalty: 808.209167
	Iteration 32F: 3 clusters Score -251334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (479949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479949 members 
Entering Unmasked Estep 
Score: -18413906.000000 Penalty: 595.205322
	Iteration 0F: 2 clusters Score -1.841391e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239621 members 
Mstep: Class 2 contains 240328 members 
Entering Unmasked Estep 
Score: -18092132.000000 Penalty: 1190.410645
	Iteration 0F: 3 clusters Score -1.809213e+07 nChanged 237581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224562 members 
Mstep: Class 2 contains 255387 members 
Entering Unmasked Estep 
Score: -18241700.000000 Penalty: 1190.410645
	Iteration 1F: 3 clusters Score -1.82417e+07 nChanged 21589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220047 members 
Mstep: Class 2 contains 259902 members 
Entering Unmasked Estep 
Score: -18251012.000000 Penalty: 1190.410645
	Iteration 2Q: 3 clusters Score -1.825101e+07 nChanged 25517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213192 members 
Mstep: Class 2 contains 266757 members 
Entering Unmasked Estep 
Score: -18264276.000000 Penalty: 1190.410645
	Iteration 3F: 3 clusters Score -1.826428e+07 nChanged 27682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202172 members 
Mstep: Class 2 contains 277777 members 
Entering Unmasked Estep 
Score: -18280476.000000 Penalty: 1190.410645
	Iteration 4F: 3 clusters Score -1.828048e+07 nChanged 27490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186392 members 
Mstep: Class 2 contains 293557 members 
Entering Unmasked Estep 
Score: -18297574.000000 Penalty: 1190.410645
	Iteration 5F: 3 clusters Score -1.829757e+07 nChanged 25758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167130 members 
Mstep: Class 2 contains 312819 members 
Entering Unmasked Estep 
Score: -18313218.000000 Penalty: 1190.410645
	Iteration 6F: 3 clusters Score -1.831322e+07 nChanged 24075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146453 members 
Mstep: Class 2 contains 333496 members 
Entering Unmasked Estep 
Score: -18327620.000000 Penalty: 1190.410645
	Iteration 7F: 3 clusters Score -1.832762e+07 nChanged 21714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126879 members 
Mstep: Class 2 contains 353070 members 
Entering Unmasked Estep 
Score: -18340058.000000 Penalty: 1190.410645
	Iteration 8Q: 3 clusters Score -1.834006e+07 nChanged 19461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108690 members 
Mstep: Class 2 contains 371259 members 
Entering Unmasked Estep 
Score: -18351402.000000 Penalty: 1190.410645
	Iteration 9Q: 3 clusters Score -1.83514e+07 nChanged 17093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92485 members 
Mstep: Class 2 contains 387464 members 
Entering Unmasked Estep 
Score: -18360992.000000 Penalty: 1190.410645
	Iteration 10Q: 3 clusters Score -1.836099e+07 nChanged 14412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 401226 members 
Entering Unmasked Estep 
Score: -18369100.000000 Penalty: 1190.410645
	Iteration 11Q: 3 clusters Score -1.83691e+07 nChanged 12377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66750 members 
Mstep: Class 2 contains 413199 members 
Entering Unmasked Estep 
Score: -18375804.000000 Penalty: 1190.410645
	Iteration 12Q: 3 clusters Score -1.83758e+07 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Mstep: Class 2 contains 423335 members 
Entering Unmasked Estep 
Score: -18381442.000000 Penalty: 1190.410645
	Iteration 13Q: 3 clusters Score -1.838144e+07 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 432302 members 
Entering Unmasked Estep 
Score: -18386390.000000 Penalty: 1190.410645
	Iteration 14Q: 3 clusters Score -1.838639e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 440360 members 
Entering Unmasked Estep 
Score: -18390790.000000 Penalty: 1190.410645
	Iteration 15Q: 3 clusters Score -1.839079e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 447483 members 
Entering Unmasked Estep 
Score: -18394646.000000 Penalty: 1190.410645
	Iteration 16Q: 3 clusters Score -1.839465e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 453790 members 
Entering Unmasked Estep 
Score: -18398184.000000 Penalty: 1190.410645
	Iteration 17Q: 3 clusters Score -1.839818e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 459239 members 
Entering Unmasked Estep 
Score: -18401472.000000 Penalty: 1190.410645
	Iteration 18Q: 3 clusters Score -1.840147e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 464050 members 
Entering Unmasked Estep 
Score: -18404282.000000 Penalty: 1190.410645
	Iteration 19Q: 3 clusters Score -1.840428e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 468063 members 
Entering Unmasked Estep 
Score: -18406596.000000 Penalty: 1190.410645
	Iteration 20F: 3 clusters Score -1.84066e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 471309 members 
Entering Unmasked Estep 
Score: -18408506.000000 Penalty: 1190.410645
	Iteration 21Q: 3 clusters Score -1.840851e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 473762 members 
Entering Unmasked Estep 
Score: -18409886.000000 Penalty: 1190.410645
	Iteration 22Q: 3 clusters Score -1.840989e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 475628 members 
Entering Unmasked Estep 
Score: -18411048.000000 Penalty: 1190.410645
	Iteration 23Q: 3 clusters Score -1.841105e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 476940 members 
Entering Unmasked Estep 
Score: -18411864.000000 Penalty: 1190.410645
	Iteration 24Q: 3 clusters Score -1.841186e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 477846 members 
Entering Unmasked Estep 
Score: -18412456.000000 Penalty: 1190.410645
	Iteration 25Q: 3 clusters Score -1.841246e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 478453 members 
Entering Unmasked Estep 
Score: -18412754.000000 Penalty: 1190.410645
	Iteration 26Q: 3 clusters Score -1.841275e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 478839 members 
Entering Unmasked Estep 
Score: -18412968.000000 Penalty: 1190.410645
	Iteration 27Q: 3 clusters Score -1.841297e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 479120 members 
Entering Unmasked Estep 
Score: -18413098.000000 Penalty: 1190.410645
	Iteration 28Q: 3 clusters Score -1.84131e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 479297 members 
Entering Unmasked Estep 
Score: -18413186.000000 Penalty: 1190.410645
	Iteration 29Q: 3 clusters Score -1.841319e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 479403 members 
Entering Unmasked Estep 
Score: -18413260.000000 Penalty: 1190.410645
	Iteration 30Q: 3 clusters Score -1.841326e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 479486 members 
Entering Unmasked Estep 
Score: -18413310.000000 Penalty: 1190.410645
	Iteration 31Q: 3 clusters Score -1.841331e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 479539 members 
Entering Unmasked Estep 
Score: -18413356.000000 Penalty: 1190.410645
	Iteration 32Q: 3 clusters Score -1.841336e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 479582 members 
Entering Unmasked Estep 
Score: -18413374.000000 Penalty: 1190.410645
	Iteration 33Q: 3 clusters Score -1.841337e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 479610 members 
Entering Unmasked Estep 
Score: -18413380.000000 Penalty: 1190.410645
	Iteration 34Q: 3 clusters Score -1.841338e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 479624 members 
Entering Unmasked Estep 
Score: -18413390.000000 Penalty: 1190.410645
	Iteration 35Q: 3 clusters Score -1.841339e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 479632 members 
Entering Unmasked Estep 
Score: -18413408.000000 Penalty: 1190.410645
	Iteration 36Q: 3 clusters Score -1.841341e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 479639 members 
Entering Unmasked Estep 
Score: -18413420.000000 Penalty: 1190.410645
	Iteration 37Q: 3 clusters Score -1.841342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 479640 members 
Entering Unmasked Estep 
Score: -18413428.000000 Penalty: 1190.410645
	Iteration 38Q: 3 clusters Score -1.841343e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 479649 members 
Entering Unmasked Estep 
Score: -18413438.000000 Penalty: 1190.410645
	Iteration 39Q: 3 clusters Score -1.841344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 479650 members 
Entering Unmasked Estep 
Score: -18413448.000000 Penalty: 1190.410645
	Iteration 40F: 3 clusters Score -1.841345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 479651 members 
Entering Unmasked Estep 
Score: -18413448.000000 Penalty: 1190.410645
	Iteration 41Q: 3 clusters Score -1.841345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 479654 members 
Entering Unmasked Estep 
Score: -18413456.000000 Penalty: 1190.410645
	Iteration 42Q: 3 clusters Score -1.841346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 479656 members 
Entering Unmasked Estep 
Score: -18413454.000000 Penalty: 1190.410645
	Iteration 43Q: 3 clusters Score -1.841345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 479658 members 
Entering Unmasked Estep 
Score: -18413454.000000 Penalty: 1190.410645
	Iteration 44Q: 3 clusters Score -1.841345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 479658 members 
Entering Unmasked Estep 
Score: -18413452.000000 Penalty: 1190.410645
	Iteration 45Q: 3 clusters Score -1.841345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 479660 members 
Entering Unmasked Estep 
Score: -18413446.000000 Penalty: 1190.410645
	Iteration 46Q: 3 clusters Score -1.841345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 479661 members 
Entering Unmasked Estep 
Score: -18413446.000000 Penalty: 1190.410645
	Iteration 47Q: 3 clusters Score -1.841345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 479662 members 
Entering Unmasked Estep 
Score: -18413444.000000 Penalty: 1190.410645
	Iteration 48Q: 3 clusters Score -1.841344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 479663 members 
Entering Unmasked Estep 
Score: -18413450.000000 Penalty: 1190.410645
	Iteration 49Q: 3 clusters Score -1.841345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 479665 members 
Entering Unmasked Estep 
Score: -18413442.000000 Penalty: 1190.410645
	Iteration 50Q: 3 clusters Score -1.841344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 479668 members 
Entering Unmasked Estep 
Score: -18413430.000000 Penalty: 1190.410645
	Iteration 51Q: 3 clusters Score -1.841343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 479671 members 
Entering Unmasked Estep 
Score: -18413444.000000 Penalty: 1190.410645
	Iteration 52Q: 3 clusters Score -1.841344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 479672 members 
Entering Unmasked Estep 
Score: -18413442.000000 Penalty: 1190.410645
	Iteration 53Q: 3 clusters Score -1.841344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 479673 members 
Entering Unmasked Estep 
Score: -18413444.000000 Penalty: 1190.410645
	Iteration 54Q: 3 clusters Score -1.841344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 479674 members 
Entering Unmasked Estep 
Score: -18413446.000000 Penalty: 1190.410645
	Iteration 55Q: 3 clusters Score -1.841345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 479674 members 
Entering Unmasked Estep 
Score: -18413448.000000 Penalty: 1190.410645
	Iteration 56Q: 3 clusters Score -1.841345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 479675 members 
Entering Unmasked Estep 
Score: -18413446.000000 Penalty: 1190.410645
	Iteration 57Q: 3 clusters Score -1.841345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 479677 members 
Entering Unmasked Estep 
Score: -18413446.000000 Penalty: 1190.410645
	Iteration 58Q: 3 clusters Score -1.841345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 479678 members 
Entering Unmasked Estep 
Score: -18413436.000000 Penalty: 1190.410645
	Iteration 59Q: 3 clusters Score -1.841344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 479678 members 
Entering Unmasked Estep 
Score: -18413436.000000 Penalty: 1190.410645
	Iteration 60F: 3 clusters Score -1.841344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -304135.281250 Penalty: 410.636322
	Iteration 0F: 2 clusters Score -304135.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -298526.531250 Penalty: 821.272644
	Iteration 0F: 3 clusters Score -298526.5 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -300809.218750 Penalty: 821.272644
	Iteration 1F: 3 clusters Score -300809.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -301086.656250 Penalty: 821.272644
	Iteration 2F: 3 clusters Score -301086.7 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -301516.343750 Penalty: 821.272644
	Iteration 3F: 3 clusters Score -301516.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -302030.000000 Penalty: 821.272644
	Iteration 4F: 3 clusters Score -302030 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -302519.312500 Penalty: 821.272644
	Iteration 5F: 3 clusters Score -302519.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -302824.687500 Penalty: 821.272644
	Iteration 6F: 3 clusters Score -302824.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -302950.562500 Penalty: 821.272644
	Iteration 7Q: 3 clusters Score -302950.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -303046.562500 Penalty: 821.272644
	Iteration 8Q: 3 clusters Score -303046.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -303150.750000 Penalty: 821.272644
	Iteration 9Q: 3 clusters Score -303150.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -303268.531250 Penalty: 821.272644
	Iteration 10Q: 3 clusters Score -303268.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -303394.593750 Penalty: 821.272644
	Iteration 11Q: 3 clusters Score -303394.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -303537.000000 Penalty: 821.272644
	Iteration 12Q: 3 clusters Score -303537 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -303694.562500 Penalty: 821.272644
	Iteration 13Q: 3 clusters Score -303694.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -303860.593750 Penalty: 821.272644
	Iteration 14Q: 3 clusters Score -303860.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -303999.343750 Penalty: 821.272644
	Iteration 15Q: 3 clusters Score -303999.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -304077.437500 Penalty: 821.272644
	Iteration 16Q: 3 clusters Score -304077.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -304124.437500 Penalty: 821.272644
	Iteration 17Q: 3 clusters Score -304124.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -304150.250000 Penalty: 821.272644
	Iteration 18Q: 3 clusters Score -304150.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -304169.500000 Penalty: 821.272644
	Iteration 19Q: 3 clusters Score -304169.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -304183.156250 Penalty: 821.272644
	Iteration 20F: 3 clusters Score -304183.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -304194.843750 Penalty: 821.272644
	Iteration 21Q: 3 clusters Score -304194.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -304201.906250 Penalty: 821.272644
	Iteration 22Q: 3 clusters Score -304201.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -304207.156250 Penalty: 821.272644
	Iteration 23Q: 3 clusters Score -304207.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -304214.156250 Penalty: 821.272644
	Iteration 24Q: 3 clusters Score -304214.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -304217.437500 Penalty: 821.272644
	Iteration 25Q: 3 clusters Score -304217.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -304221.156250 Penalty: 821.272644
	Iteration 26Q: 3 clusters Score -304221.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -304222.562500 Penalty: 821.272644
	Iteration 27Q: 3 clusters Score -304222.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -304224.468750 Penalty: 821.272644
	Iteration 28Q: 3 clusters Score -304224.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -304226.593750 Penalty: 821.272644
	Iteration 29Q: 3 clusters Score -304226.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -304229.468750 Penalty: 821.272644
	Iteration 30Q: 3 clusters Score -304229.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -304231.593750 Penalty: 821.272644
	Iteration 31Q: 3 clusters Score -304231.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -304234.187500 Penalty: 821.272644
	Iteration 32Q: 3 clusters Score -304234.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -304235.312500 Penalty: 821.272644
	Iteration 33Q: 3 clusters Score -304235.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -304236.281250 Penalty: 821.272644
	Iteration 34Q: 3 clusters Score -304236.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -304236.781250 Penalty: 821.272644
	Iteration 35Q: 3 clusters Score -304236.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -304237.687500 Penalty: 821.272644
	Iteration 36Q: 3 clusters Score -304237.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -304237.875000 Penalty: 821.272644
	Iteration 37Q: 3 clusters Score -304237.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -304239.031250 Penalty: 821.272644
	Iteration 38Q: 3 clusters Score -304239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -304239.437500 Penalty: 821.272644
	Iteration 39Q: 3 clusters Score -304239.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -304240.250000 Penalty: 821.272644
	Iteration 40F: 3 clusters Score -304240.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -304241.437500 Penalty: 821.272644
	Iteration 41Q: 3 clusters Score -304241.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -304241.968750 Penalty: 821.272644
	Iteration 42Q: 3 clusters Score -304242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -304241.968750 Penalty: 821.272644
	Iteration 43Q: 3 clusters Score -304242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -304242.218750 Penalty: 821.272644
	Iteration 44Q: 3 clusters Score -304242.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -304243.562500 Penalty: 821.272644
	Iteration 45Q: 3 clusters Score -304243.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -304244.093750 Penalty: 821.272644
	Iteration 46Q: 3 clusters Score -304244.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -304244.906250 Penalty: 821.272644
	Iteration 47Q: 3 clusters Score -304244.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -304246.343750 Penalty: 821.272644
	Iteration 48Q: 3 clusters Score -304246.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -304247.000000 Penalty: 821.272644
	Iteration 49Q: 3 clusters Score -304247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -304247.781250 Penalty: 821.272644
	Iteration 50Q: 3 clusters Score -304247.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -304247.156250 Penalty: 821.272644
	Iteration 51Q: 3 clusters Score -304247.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -304247.375000 Penalty: 821.272644
	Iteration 52Q: 3 clusters Score -304247.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -304247.375000 Penalty: 821.272644
	Iteration 53F: 3 clusters Score -304247.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 10164 members 
Mstep: Class 3 contains 7197 members 
Mstep: Class 4 contains 479949 members 
Mstep: Class 5 contains 839 members 
Mstep: Class 6 contains 6896 members 
Mstep: Class 7 contains 561184 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7564 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20204 members 
Mstep: Class 18 contains 2033 members 
Mstep: Class 19 contains 12335 members 
Mstep: Class 20 contains 103897 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12434 members 
Mstep: Class 23 contains 15563 members 
Mstep: Class 24 contains 20629 members 
Mstep: Class 25 contains 9544 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16027 members 
Mstep: Class 29 contains 823 members 
Mstep: Class 30 contains 11738 members 
Mstep: Class 31 contains 7650 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1693 members 
Mstep: Class 37 contains 6433 members 
Mstep: Class 38 contains 1235 members 
Mstep: Class 39 contains 1804 members 
Mstep: Class 40 contains 3681 members 
Mstep: Class 41 contains 7469 members 
Entering Unmasked Estep 
Score: -50376552.000000 Penalty: 26384.455078
Splitting cluster 5 changes total score from -50376684.000000 to -50376552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (6896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Entering Unmasked Estep 
Score: -243544.750000 Penalty: 402.160675
	Iteration 0F: 2 clusters Score -243544.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -238930.750000 Penalty: 804.321350
	Iteration 0F: 3 clusters Score -238930.8 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -240623.843750 Penalty: 804.321350
	Iteration 1F: 3 clusters Score -240623.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -240792.906250 Penalty: 804.321350
	Iteration 2F: 3 clusters Score -240792.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -240956.875000 Penalty: 804.321350
	Iteration 3F: 3 clusters Score -240956.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -241149.265625 Penalty: 804.321350
	Iteration 4F: 3 clusters Score -241149.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -241416.906250 Penalty: 804.321350
	Iteration 5F: 3 clusters Score -241416.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -241723.734375 Penalty: 804.321350
	Iteration 6F: 3 clusters Score -241723.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -242054.531250 Penalty: 804.321350
	Iteration 7F: 3 clusters Score -242054.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -242345.296875 Penalty: 804.321350
	Iteration 8F: 3 clusters Score -242345.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -242583.625000 Penalty: 804.321350
	Iteration 9Q: 3 clusters Score -242583.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -242763.578125 Penalty: 804.321350
	Iteration 10Q: 3 clusters Score -242763.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -242906.171875 Penalty: 804.321350
	Iteration 11Q: 3 clusters Score -242906.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -243029.562500 Penalty: 804.321350
	Iteration 12Q: 3 clusters Score -243029.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -243090.453125 Penalty: 804.321350
	Iteration 13Q: 3 clusters Score -243090.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -243138.625000 Penalty: 804.321350
	Iteration 14Q: 3 clusters Score -243138.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -243177.546875 Penalty: 804.321350
	Iteration 15Q: 3 clusters Score -243177.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -243209.937500 Penalty: 804.321350
	Iteration 16Q: 3 clusters Score -243209.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -243239.828125 Penalty: 804.321350
	Iteration 17Q: 3 clusters Score -243239.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -243270.812500 Penalty: 804.321350
	Iteration 18Q: 3 clusters Score -243270.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -243299.953125 Penalty: 804.321350
	Iteration 19Q: 3 clusters Score -243300 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -243319.078125 Penalty: 804.321350
	Iteration 20F: 3 clusters Score -243319.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -243337.015625 Penalty: 804.321350
	Iteration 21Q: 3 clusters Score -243337 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -243349.531250 Penalty: 804.321350
	Iteration 22Q: 3 clusters Score -243349.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -243361.781250 Penalty: 804.321350
	Iteration 23Q: 3 clusters Score -243361.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -243372.421875 Penalty: 804.321350
	Iteration 24Q: 3 clusters Score -243372.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -243381.437500 Penalty: 804.321350
	Iteration 25Q: 3 clusters Score -243381.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -243386.343750 Penalty: 804.321350
	Iteration 26Q: 3 clusters Score -243386.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -243390.218750 Penalty: 804.321350
	Iteration 27Q: 3 clusters Score -243390.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -243391.906250 Penalty: 804.321350
	Iteration 28Q: 3 clusters Score -243391.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -243392.218750 Penalty: 804.321350
	Iteration 29Q: 3 clusters Score -243392.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -243393.671875 Penalty: 804.321350
	Iteration 30Q: 3 clusters Score -243393.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -243394.484375 Penalty: 804.321350
	Iteration 31Q: 3 clusters Score -243394.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -243394.968750 Penalty: 804.321350
	Iteration 32Q: 3 clusters Score -243395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -243395.750000 Penalty: 804.321350
	Iteration 33Q: 3 clusters Score -243395.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -243396.250000 Penalty: 804.321350
	Iteration 34Q: 3 clusters Score -243396.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -243396.812500 Penalty: 804.321350
	Iteration 35Q: 3 clusters Score -243396.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -243397.000000 Penalty: 804.321350
	Iteration 36Q: 3 clusters Score -243397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -243397.125000 Penalty: 804.321350
	Iteration 37Q: 3 clusters Score -243397.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -243397.203125 Penalty: 804.321350
	Iteration 38Q: 3 clusters Score -243397.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -243397.140625 Penalty: 804.321350
	Iteration 39Q: 3 clusters Score -243397.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -243397.140625 Penalty: 804.321350
	Iteration 40F: 3 clusters Score -243397.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (561184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561184 members 
Entering Unmasked Estep 
Score: -21633524.000000 Penalty: 602.320129
	Iteration 0F: 2 clusters Score -2.163352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280801 members 
Mstep: Class 2 contains 280383 members 
Entering Unmasked Estep 
Score: -21281534.000000 Penalty: 1204.640259
	Iteration 0F: 3 clusters Score -2.128153e+07 nChanged 278182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277597 members 
Mstep: Class 2 contains 283587 members 
Entering Unmasked Estep 
Score: -21473734.000000 Penalty: 1204.640259
	Iteration 1F: 3 clusters Score -2.147373e+07 nChanged 35894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270977 members 
Mstep: Class 2 contains 290207 members 
Entering Unmasked Estep 
Score: -21493144.000000 Penalty: 1204.640259
	Iteration 2F: 3 clusters Score -2.149314e+07 nChanged 36553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266040 members 
Mstep: Class 2 contains 295144 members 
Entering Unmasked Estep 
Score: -21513006.000000 Penalty: 1204.640259
	Iteration 3F: 3 clusters Score -2.151301e+07 nChanged 32317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263537 members 
Mstep: Class 2 contains 297647 members 
Entering Unmasked Estep 
Score: -21528392.000000 Penalty: 1204.640259
	Iteration 4F: 3 clusters Score -2.152839e+07 nChanged 26571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262460 members 
Mstep: Class 2 contains 298724 members 
Entering Unmasked Estep 
Score: -21540108.000000 Penalty: 1204.640259
	Iteration 5Q: 3 clusters Score -2.154011e+07 nChanged 22752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261188 members 
Mstep: Class 2 contains 299996 members 
Entering Unmasked Estep 
Score: -21550894.000000 Penalty: 1204.640259
	Iteration 6Q: 3 clusters Score -2.155089e+07 nChanged 20740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258806 members 
Mstep: Class 2 contains 302378 members 
Entering Unmasked Estep 
Score: -21560968.000000 Penalty: 1204.640259
	Iteration 7Q: 3 clusters Score -2.156097e+07 nChanged 18430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254984 members 
Mstep: Class 2 contains 306200 members 
Entering Unmasked Estep 
Score: -21568860.000000 Penalty: 1204.640259
	Iteration 8Q: 3 clusters Score -2.156886e+07 nChanged 14245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250183 members 
Mstep: Class 2 contains 311001 members 
Entering Unmasked Estep 
Score: -21573824.000000 Penalty: 1204.640259
	Iteration 9Q: 3 clusters Score -2.157382e+07 nChanged 10154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244455 members 
Mstep: Class 2 contains 316729 members 
Entering Unmasked Estep 
Score: -21576322.000000 Penalty: 1204.640259
	Iteration 10Q: 3 clusters Score -2.157632e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238082 members 
Mstep: Class 2 contains 323102 members 
Entering Unmasked Estep 
Score: -21578484.000000 Penalty: 1204.640259
	Iteration 11Q: 3 clusters Score -2.157848e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230634 members 
Mstep: Class 2 contains 330550 members 
Entering Unmasked Estep 
Score: -21580408.000000 Penalty: 1204.640259
	Iteration 12Q: 3 clusters Score -2.158041e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221940 members 
Mstep: Class 2 contains 339244 members 
Entering Unmasked Estep 
Score: -21582758.000000 Penalty: 1204.640259
	Iteration 13Q: 3 clusters Score -2.158276e+07 nChanged 10258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212106 members 
Mstep: Class 2 contains 349078 members 
Entering Unmasked Estep 
Score: -21585254.000000 Penalty: 1204.640259
	Iteration 14Q: 3 clusters Score -2.158525e+07 nChanged 11089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201529 members 
Mstep: Class 2 contains 359655 members 
Entering Unmasked Estep 
Score: -21588030.000000 Penalty: 1204.640259
	Iteration 15Q: 3 clusters Score -2.158803e+07 nChanged 11494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190511 members 
Mstep: Class 2 contains 370673 members 
Entering Unmasked Estep 
Score: -21590886.000000 Penalty: 1204.640259
	Iteration 16Q: 3 clusters Score -2.159089e+07 nChanged 11888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179171 members 
Mstep: Class 2 contains 382013 members 
Entering Unmasked Estep 
Score: -21593704.000000 Penalty: 1204.640259
	Iteration 17Q: 3 clusters Score -2.15937e+07 nChanged 11988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167803 members 
Mstep: Class 2 contains 393381 members 
Entering Unmasked Estep 
Score: -21596516.000000 Penalty: 1204.640259
	Iteration 18Q: 3 clusters Score -2.159652e+07 nChanged 11833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156582 members 
Mstep: Class 2 contains 404602 members 
Entering Unmasked Estep 
Score: -21598746.000000 Penalty: 1204.640259
	Iteration 19Q: 3 clusters Score -2.159875e+07 nChanged 11255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145991 members 
Mstep: Class 2 contains 415193 members 
Entering Unmasked Estep 
Score: -21600702.000000 Penalty: 1204.640259
	Iteration 20F: 3 clusters Score -2.16007e+07 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136205 members 
Mstep: Class 2 contains 424979 members 
Entering Unmasked Estep 
Score: -21602200.000000 Penalty: 1204.640259
	Iteration 21Q: 3 clusters Score -2.16022e+07 nChanged 9547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127410 members 
Mstep: Class 2 contains 433774 members 
Entering Unmasked Estep 
Score: -21603452.000000 Penalty: 1204.640259
	Iteration 22Q: 3 clusters Score -2.160345e+07 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119462 members 
Mstep: Class 2 contains 441722 members 
Entering Unmasked Estep 
Score: -21604088.000000 Penalty: 1204.640259
	Iteration 23Q: 3 clusters Score -2.160409e+07 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112364 members 
Mstep: Class 2 contains 448820 members 
Entering Unmasked Estep 
Score: -21604844.000000 Penalty: 1204.640259
	Iteration 24Q: 3 clusters Score -2.160484e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105965 members 
Mstep: Class 2 contains 455219 members 
Entering Unmasked Estep 
Score: -21605320.000000 Penalty: 1204.640259
	Iteration 25Q: 3 clusters Score -2.160532e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100076 members 
Mstep: Class 2 contains 461108 members 
Entering Unmasked Estep 
Score: -21605818.000000 Penalty: 1204.640259
	Iteration 26Q: 3 clusters Score -2.160582e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94720 members 
Mstep: Class 2 contains 466464 members 
Entering Unmasked Estep 
Score: -21606778.000000 Penalty: 1204.640259
	Iteration 27Q: 3 clusters Score -2.160678e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89771 members 
Mstep: Class 2 contains 471413 members 
Entering Unmasked Estep 
Score: -21607440.000000 Penalty: 1204.640259
	Iteration 28Q: 3 clusters Score -2.160744e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85297 members 
Mstep: Class 2 contains 475887 members 
Entering Unmasked Estep 
Score: -21608330.000000 Penalty: 1204.640259
	Iteration 29Q: 3 clusters Score -2.160833e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81083 members 
Mstep: Class 2 contains 480101 members 
Entering Unmasked Estep 
Score: -21609284.000000 Penalty: 1204.640259
	Iteration 30Q: 3 clusters Score -2.160928e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77122 members 
Mstep: Class 2 contains 484062 members 
Entering Unmasked Estep 
Score: -21610134.000000 Penalty: 1204.640259
	Iteration 31Q: 3 clusters Score -2.161013e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73276 members 
Mstep: Class 2 contains 487908 members 
Entering Unmasked Estep 
Score: -21611046.000000 Penalty: 1204.640259
	Iteration 32Q: 3 clusters Score -2.161105e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69615 members 
Mstep: Class 2 contains 491569 members 
Entering Unmasked Estep 
Score: -21612226.000000 Penalty: 1204.640259
	Iteration 33Q: 3 clusters Score -2.161223e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66148 members 
Mstep: Class 2 contains 495036 members 
Entering Unmasked Estep 
Score: -21613232.000000 Penalty: 1204.640259
	Iteration 34Q: 3 clusters Score -2.161323e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62841 members 
Mstep: Class 2 contains 498343 members 
Entering Unmasked Estep 
Score: -21613940.000000 Penalty: 1204.640259
	Iteration 35Q: 3 clusters Score -2.161394e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59636 members 
Mstep: Class 2 contains 501548 members 
Entering Unmasked Estep 
Score: -21614622.000000 Penalty: 1204.640259
	Iteration 36Q: 3 clusters Score -2.161462e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56516 members 
Mstep: Class 2 contains 504668 members 
Entering Unmasked Estep 
Score: -21615280.000000 Penalty: 1204.640259
	Iteration 37Q: 3 clusters Score -2.161528e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53539 members 
Mstep: Class 2 contains 507645 members 
Entering Unmasked Estep 
Score: -21616062.000000 Penalty: 1204.640259
	Iteration 38Q: 3 clusters Score -2.161606e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 510462 members 
Entering Unmasked Estep 
Score: -21616618.000000 Penalty: 1204.640259
	Iteration 39Q: 3 clusters Score -2.161662e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48036 members 
Mstep: Class 2 contains 513148 members 
Entering Unmasked Estep 
Score: -21617358.000000 Penalty: 1204.640259
	Iteration 40F: 3 clusters Score -2.161736e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 515705 members 
Entering Unmasked Estep 
Score: -21617850.000000 Penalty: 1204.640259
	Iteration 41Q: 3 clusters Score -2.161785e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 518152 members 
Entering Unmasked Estep 
Score: -21618616.000000 Penalty: 1204.640259
	Iteration 42Q: 3 clusters Score -2.161862e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 520487 members 
Entering Unmasked Estep 
Score: -21619448.000000 Penalty: 1204.640259
	Iteration 43Q: 3 clusters Score -2.161945e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 522756 members 
Entering Unmasked Estep 
Score: -21620382.000000 Penalty: 1204.640259
	Iteration 44Q: 3 clusters Score -2.162038e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 524862 members 
Entering Unmasked Estep 
Score: -21621228.000000 Penalty: 1204.640259
	Iteration 45Q: 3 clusters Score -2.162123e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 526948 members 
Entering Unmasked Estep 
Score: -21621950.000000 Penalty: 1204.640259
	Iteration 46Q: 3 clusters Score -2.162195e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 528932 members 
Entering Unmasked Estep 
Score: -21622624.000000 Penalty: 1204.640259
	Iteration 47Q: 3 clusters Score -2.162262e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 530780 members 
Entering Unmasked Estep 
Score: -21623228.000000 Penalty: 1204.640259
	Iteration 48Q: 3 clusters Score -2.162323e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 532550 members 
Entering Unmasked Estep 
Score: -21623996.000000 Penalty: 1204.640259
	Iteration 49Q: 3 clusters Score -2.1624e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 534221 members 
Entering Unmasked Estep 
Score: -21624620.000000 Penalty: 1204.640259
	Iteration 50Q: 3 clusters Score -2.162462e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 535828 members 
Entering Unmasked Estep 
Score: -21625258.000000 Penalty: 1204.640259
	Iteration 51Q: 3 clusters Score -2.162526e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 537386 members 
Entering Unmasked Estep 
Score: -21625780.000000 Penalty: 1204.640259
	Iteration 52Q: 3 clusters Score -2.162578e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 538861 members 
Entering Unmasked Estep 
Score: -21626208.000000 Penalty: 1204.640259
	Iteration 53Q: 3 clusters Score -2.162621e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 540227 members 
Entering Unmasked Estep 
Score: -21626636.000000 Penalty: 1204.640259
	Iteration 54Q: 3 clusters Score -2.162664e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 541491 members 
Entering Unmasked Estep 
Score: -21627248.000000 Penalty: 1204.640259
	Iteration 55Q: 3 clusters Score -2.162725e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 542728 members 
Entering Unmasked Estep 
Score: -21627638.000000 Penalty: 1204.640259
	Iteration 56Q: 3 clusters Score -2.162764e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 543811 members 
Entering Unmasked Estep 
Score: -21628140.000000 Penalty: 1204.640259
	Iteration 57Q: 3 clusters Score -2.162814e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 544804 members 
Entering Unmasked Estep 
Score: -21628514.000000 Penalty: 1204.640259
	Iteration 58Q: 3 clusters Score -2.162851e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 545757 members 
Entering Unmasked Estep 
Score: -21628886.000000 Penalty: 1204.640259
	Iteration 59Q: 3 clusters Score -2.162889e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 546651 members 
Entering Unmasked Estep 
Score: -21629166.000000 Penalty: 1204.640259
	Iteration 60F: 3 clusters Score -2.162917e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 547487 members 
Entering Unmasked Estep 
Score: -21629406.000000 Penalty: 1204.640259
	Iteration 61Q: 3 clusters Score -2.162941e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 548267 members 
Entering Unmasked Estep 
Score: -21629562.000000 Penalty: 1204.640259
	Iteration 62Q: 3 clusters Score -2.162956e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 548991 members 
Entering Unmasked Estep 
Score: -21629740.000000 Penalty: 1204.640259
	Iteration 63Q: 3 clusters Score -2.162974e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 549665 members 
Entering Unmasked Estep 
Score: -21629954.000000 Penalty: 1204.640259
	Iteration 64Q: 3 clusters Score -2.162995e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 550291 members 
Entering Unmasked Estep 
Score: -21630112.000000 Penalty: 1204.640259
	Iteration 65Q: 3 clusters Score -2.163011e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 550860 members 
Entering Unmasked Estep 
Score: -21630324.000000 Penalty: 1204.640259
	Iteration 66Q: 3 clusters Score -2.163032e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 551413 members 
Entering Unmasked Estep 
Score: -21630508.000000 Penalty: 1204.640259
	Iteration 67Q: 3 clusters Score -2.163051e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 551948 members 
Entering Unmasked Estep 
Score: -21630520.000000 Penalty: 1204.640259
	Iteration 68Q: 3 clusters Score -2.163052e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 552435 members 
Entering Unmasked Estep 
Score: -21630692.000000 Penalty: 1204.640259
	Iteration 69Q: 3 clusters Score -2.163069e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 552876 members 
Entering Unmasked Estep 
Score: -21630860.000000 Penalty: 1204.640259
	Iteration 70Q: 3 clusters Score -2.163086e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 553290 members 
Entering Unmasked Estep 
Score: -21630966.000000 Penalty: 1204.640259
	Iteration 71Q: 3 clusters Score -2.163097e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 553693 members 
Entering Unmasked Estep 
Score: -21631104.000000 Penalty: 1204.640259
	Iteration 72Q: 3 clusters Score -2.16311e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 554039 members 
Entering Unmasked Estep 
Score: -21631266.000000 Penalty: 1204.640259
	Iteration 73Q: 3 clusters Score -2.163127e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 554357 members 
Entering Unmasked Estep 
Score: -21631322.000000 Penalty: 1204.640259
	Iteration 74Q: 3 clusters Score -2.163132e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 554656 members 
Entering Unmasked Estep 
Score: -21631444.000000 Penalty: 1204.640259
	Iteration 75Q: 3 clusters Score -2.163144e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 554917 members 
Entering Unmasked Estep 
Score: -21631558.000000 Penalty: 1204.640259
	Iteration 76Q: 3 clusters Score -2.163156e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 555177 members 
Entering Unmasked Estep 
Score: -21631618.000000 Penalty: 1204.640259
	Iteration 77Q: 3 clusters Score -2.163162e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 555408 members 
Entering Unmasked Estep 
Score: -21631664.000000 Penalty: 1204.640259
	Iteration 78Q: 3 clusters Score -2.163166e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 555602 members 
Entering Unmasked Estep 
Score: -21631760.000000 Penalty: 1204.640259
	Iteration 79Q: 3 clusters Score -2.163176e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 555797 members 
Entering Unmasked Estep 
Score: -21631816.000000 Penalty: 1204.640259
	Iteration 80F: 3 clusters Score -2.163182e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 556021 members 
Entering Unmasked Estep 
Score: -21631930.000000 Penalty: 1204.640259
	Iteration 81Q: 3 clusters Score -2.163193e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 556227 members 
Entering Unmasked Estep 
Score: -21631994.000000 Penalty: 1204.640259
	Iteration 82Q: 3 clusters Score -2.163199e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 556436 members 
Entering Unmasked Estep 
Score: -21632082.000000 Penalty: 1204.640259
	Iteration 83Q: 3 clusters Score -2.163208e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 556620 members 
Entering Unmasked Estep 
Score: -21632166.000000 Penalty: 1204.640259
	Iteration 84Q: 3 clusters Score -2.163217e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 556795 members 
Entering Unmasked Estep 
Score: -21632268.000000 Penalty: 1204.640259
	Iteration 85Q: 3 clusters Score -2.163227e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 556951 members 
Entering Unmasked Estep 
Score: -21632326.000000 Penalty: 1204.640259
	Iteration 86Q: 3 clusters Score -2.163233e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 557094 members 
Entering Unmasked Estep 
Score: -21632390.000000 Penalty: 1204.640259
	Iteration 87Q: 3 clusters Score -2.163239e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 557205 members 
Entering Unmasked Estep 
Score: -21632368.000000 Penalty: 1204.640259
	Iteration 88Q: 3 clusters Score -2.163237e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 557322 members 
Entering Unmasked Estep 
Score: -21632416.000000 Penalty: 1204.640259
	Iteration 89Q: 3 clusters Score -2.163242e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 557410 members 
Entering Unmasked Estep 
Score: -21632412.000000 Penalty: 1204.640259
	Iteration 90Q: 3 clusters Score -2.163241e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 557500 members 
Entering Unmasked Estep 
Score: -21632406.000000 Penalty: 1204.640259
	Iteration 91Q: 3 clusters Score -2.163241e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 557574 members 
Entering Unmasked Estep 
Score: -21632448.000000 Penalty: 1204.640259
	Iteration 92Q: 3 clusters Score -2.163245e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 557641 members 
Entering Unmasked Estep 
Score: -21632484.000000 Penalty: 1204.640259
	Iteration 93Q: 3 clusters Score -2.163248e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 557696 members 
Entering Unmasked Estep 
Score: -21632480.000000 Penalty: 1204.640259
	Iteration 94Q: 3 clusters Score -2.163248e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 557751 members 
Entering Unmasked Estep 
Score: -21632506.000000 Penalty: 1204.640259
	Iteration 95Q: 3 clusters Score -2.163251e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 557808 members 
Entering Unmasked Estep 
Score: -21632530.000000 Penalty: 1204.640259
	Iteration 96Q: 3 clusters Score -2.163253e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 557860 members 
Entering Unmasked Estep 
Score: -21632564.000000 Penalty: 1204.640259
	Iteration 97Q: 3 clusters Score -2.163256e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 557905 members 
Entering Unmasked Estep 
Score: -21632590.000000 Penalty: 1204.640259
	Iteration 98Q: 3 clusters Score -2.163259e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 557939 members 
Entering Unmasked Estep 
Score: -21632618.000000 Penalty: 1204.640259
	Iteration 99Q: 3 clusters Score -2.163262e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 557978 members 
Entering Unmasked Estep 
Score: -21632624.000000 Penalty: 1204.640259
	Iteration 100F: 3 clusters Score -2.163262e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 558013 members 
Entering Unmasked Estep 
Score: -21632630.000000 Penalty: 1204.640259
	Iteration 101Q: 3 clusters Score -2.163263e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 558044 members 
Entering Unmasked Estep 
Score: -21632626.000000 Penalty: 1204.640259
	Iteration 102Q: 3 clusters Score -2.163263e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 558068 members 
Entering Unmasked Estep 
Score: -21632652.000000 Penalty: 1204.640259
	Iteration 103Q: 3 clusters Score -2.163265e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 558085 members 
Entering Unmasked Estep 
Score: -21632674.000000 Penalty: 1204.640259
	Iteration 104Q: 3 clusters Score -2.163267e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 558106 members 
Entering Unmasked Estep 
Score: -21632656.000000 Penalty: 1204.640259
	Iteration 105Q: 3 clusters Score -2.163266e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 558123 members 
Entering Unmasked Estep 
Score: -21632638.000000 Penalty: 1204.640259
	Iteration 106Q: 3 clusters Score -2.163264e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 558137 members 
Entering Unmasked Estep 
Score: -21632650.000000 Penalty: 1204.640259
	Iteration 107Q: 3 clusters Score -2.163265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 558144 members 
Entering Unmasked Estep 
Score: -21632652.000000 Penalty: 1204.640259
	Iteration 108Q: 3 clusters Score -2.163265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 558150 members 
Entering Unmasked Estep 
Score: -21632652.000000 Penalty: 1204.640259
	Iteration 109Q: 3 clusters Score -2.163265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 558157 members 
Entering Unmasked Estep 
Score: -21632654.000000 Penalty: 1204.640259
	Iteration 110Q: 3 clusters Score -2.163265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 558165 members 
Entering Unmasked Estep 
Score: -21632658.000000 Penalty: 1204.640259
	Iteration 111Q: 3 clusters Score -2.163266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 558174 members 
Entering Unmasked Estep 
Score: -21632648.000000 Penalty: 1204.640259
	Iteration 112Q: 3 clusters Score -2.163265e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 558186 members 
Entering Unmasked Estep 
Score: -21632666.000000 Penalty: 1204.640259
	Iteration 113Q: 3 clusters Score -2.163267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 558198 members 
Entering Unmasked Estep 
Score: -21632670.000000 Penalty: 1204.640259
	Iteration 114Q: 3 clusters Score -2.163267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 558205 members 
Entering Unmasked Estep 
Score: -21632662.000000 Penalty: 1204.640259
	Iteration 115Q: 3 clusters Score -2.163266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 558214 members 
Entering Unmasked Estep 
Score: -21632660.000000 Penalty: 1204.640259
	Iteration 116Q: 3 clusters Score -2.163266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 558217 members 
Entering Unmasked Estep 
Score: -21632668.000000 Penalty: 1204.640259
	Iteration 117Q: 3 clusters Score -2.163267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 558222 members 
Entering Unmasked Estep 
Score: -21632664.000000 Penalty: 1204.640259
	Iteration 118Q: 3 clusters Score -2.163266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 558227 members 
Entering Unmasked Estep 
Score: -21632658.000000 Penalty: 1204.640259
	Iteration 119Q: 3 clusters Score -2.163266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 558232 members 
Entering Unmasked Estep 
Score: -21632662.000000 Penalty: 1204.640259
	Iteration 120F: 3 clusters Score -2.163266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 558239 members 
Entering Unmasked Estep 
Score: -21632662.000000 Penalty: 1204.640259
	Iteration 121Q: 3 clusters Score -2.163266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 558240 members 
Entering Unmasked Estep 
Score: -21632670.000000 Penalty: 1204.640259
	Iteration 122Q: 3 clusters Score -2.163267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 558241 members 
Entering Unmasked Estep 
Score: -21632668.000000 Penalty: 1204.640259
	Iteration 123Q: 3 clusters Score -2.163267e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 558241 members 
Entering Unmasked Estep 
Score: -21632668.000000 Penalty: 1204.640259
	Iteration 124F: 3 clusters Score -2.163267e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Entering Unmasked Estep 
Score: -113188.164062 Penalty: 367.735229
	Iteration 0F: 2 clusters Score -113188.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -110955.062500 Penalty: 735.470459
	Iteration 0F: 3 clusters Score -110955.1 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -111712.828125 Penalty: 735.470459
	Iteration 1F: 3 clusters Score -111712.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -111824.429688 Penalty: 735.470459
	Iteration 2F: 3 clusters Score -111824.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -111921.679688 Penalty: 735.470459
	Iteration 3F: 3 clusters Score -111921.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -112034.750000 Penalty: 735.470459
	Iteration 4F: 3 clusters Score -112034.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -112135.125000 Penalty: 735.470459
	Iteration 5F: 3 clusters Score -112135.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -112207.296875 Penalty: 735.470459
	Iteration 6Q: 3 clusters Score -112207.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -112260.750000 Penalty: 735.470459
	Iteration 7Q: 3 clusters Score -112260.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -112309.359375 Penalty: 735.470459
	Iteration 8Q: 3 clusters Score -112309.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -112350.953125 Penalty: 735.470459
	Iteration 9Q: 3 clusters Score -112351 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -112376.750000 Penalty: 735.470459
	Iteration 10Q: 3 clusters Score -112376.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -112392.148438 Penalty: 735.470459
	Iteration 11Q: 3 clusters Score -112392.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -112409.187500 Penalty: 735.470459
	Iteration 12Q: 3 clusters Score -112409.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -112427.523438 Penalty: 735.470459
	Iteration 13Q: 3 clusters Score -112427.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -112444.062500 Penalty: 735.470459
	Iteration 14Q: 3 clusters Score -112444.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -112460.320312 Penalty: 735.470459
	Iteration 15Q: 3 clusters Score -112460.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -112470.953125 Penalty: 735.470459
	Iteration 16Q: 3 clusters Score -112471 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -112482.554688 Penalty: 735.470459
	Iteration 17Q: 3 clusters Score -112482.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -112488.929688 Penalty: 735.470459
	Iteration 18Q: 3 clusters Score -112488.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -112494.437500 Penalty: 735.470459
	Iteration 19Q: 3 clusters Score -112494.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -112497.992188 Penalty: 735.470459
	Iteration 20F: 3 clusters Score -112498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -112503.156250 Penalty: 735.470459
	Iteration 21Q: 3 clusters Score -112503.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -112512.695312 Penalty: 735.470459
	Iteration 22Q: 3 clusters Score -112512.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -112520.500000 Penalty: 735.470459
	Iteration 23Q: 3 clusters Score -112520.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -112529.046875 Penalty: 735.470459
	Iteration 24Q: 3 clusters Score -112529 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -112539.203125 Penalty: 735.470459
	Iteration 25Q: 3 clusters Score -112539.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -112548.187500 Penalty: 735.470459
	Iteration 26Q: 3 clusters Score -112548.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -112557.125000 Penalty: 735.470459
	Iteration 27Q: 3 clusters Score -112557.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -112565.179688 Penalty: 735.470459
	Iteration 28Q: 3 clusters Score -112565.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -112575.882812 Penalty: 735.470459
	Iteration 29Q: 3 clusters Score -112575.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -112585.054688 Penalty: 735.470459
	Iteration 30Q: 3 clusters Score -112585.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -112595.320312 Penalty: 735.470459
	Iteration 31Q: 3 clusters Score -112595.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -112610.500000 Penalty: 735.470459
	Iteration 32Q: 3 clusters Score -112610.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -112621.898438 Penalty: 735.470459
	Iteration 33Q: 3 clusters Score -112621.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -112631.132812 Penalty: 735.470459
	Iteration 34Q: 3 clusters Score -112631.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -112637.445312 Penalty: 735.470459
	Iteration 35Q: 3 clusters Score -112637.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -112644.078125 Penalty: 735.470459
	Iteration 36Q: 3 clusters Score -112644.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -112652.031250 Penalty: 735.470459
	Iteration 37Q: 3 clusters Score -112652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -112661.273438 Penalty: 735.470459
	Iteration 38Q: 3 clusters Score -112661.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -112680.773438 Penalty: 735.470459
	Iteration 39Q: 3 clusters Score -112680.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -112699.617188 Penalty: 735.470459
	Iteration 40F: 3 clusters Score -112699.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -112714.726562 Penalty: 735.470459
	Iteration 41Q: 3 clusters Score -112714.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -112731.695312 Penalty: 735.470459
	Iteration 42Q: 3 clusters Score -112731.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -112755.242188 Penalty: 735.470459
	Iteration 43Q: 3 clusters Score -112755.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -112773.609375 Penalty: 735.470459
	Iteration 44Q: 3 clusters Score -112773.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -112787.078125 Penalty: 735.470459
	Iteration 45Q: 3 clusters Score -112787.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -112794.695312 Penalty: 735.470459
	Iteration 46Q: 3 clusters Score -112794.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -112799.554688 Penalty: 735.470459
	Iteration 47Q: 3 clusters Score -112799.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -112806.570312 Penalty: 735.470459
	Iteration 48Q: 3 clusters Score -112806.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -112817.781250 Penalty: 735.470459
	Iteration 49Q: 3 clusters Score -112817.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -112831.867188 Penalty: 735.470459
	Iteration 50Q: 3 clusters Score -112831.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -112846.914062 Penalty: 735.470459
	Iteration 51Q: 3 clusters Score -112846.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -112860.546875 Penalty: 735.470459
	Iteration 52Q: 3 clusters Score -112860.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -112868.375000 Penalty: 735.470459
	Iteration 53Q: 3 clusters Score -112868.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -112873.882812 Penalty: 735.470459
	Iteration 54Q: 3 clusters Score -112873.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -112880.875000 Penalty: 735.470459
	Iteration 55Q: 3 clusters Score -112880.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -112885.359375 Penalty: 735.470459
	Iteration 56Q: 3 clusters Score -112885.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -112888.898438 Penalty: 735.470459
	Iteration 57Q: 3 clusters Score -112888.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -112891.726562 Penalty: 735.470459
	Iteration 58Q: 3 clusters Score -112891.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -112894.468750 Penalty: 735.470459
	Iteration 59Q: 3 clusters Score -112894.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -112895.289062 Penalty: 735.470459
	Iteration 60F: 3 clusters Score -112895.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -112895.851562 Penalty: 735.470459
	Iteration 61Q: 3 clusters Score -112895.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -112895.835938 Penalty: 735.470459
	Iteration 62Q: 3 clusters Score -112895.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -112896.007812 Penalty: 735.470459
	Iteration 63Q: 3 clusters Score -112896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -112896.085938 Penalty: 735.470459
	Iteration 64Q: 3 clusters Score -112896.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -112896.085938 Penalty: 735.470459
	Iteration 65F: 3 clusters Score -112896.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -280690.062500 Penalty: 406.367554
	Iteration 0F: 2 clusters Score -280690.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -275583.875000 Penalty: 812.735107
	Iteration 0F: 3 clusters Score -275583.9 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -277612.937500 Penalty: 812.735107
	Iteration 1F: 3 clusters Score -277612.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -278005.812500 Penalty: 812.735107
	Iteration 2F: 3 clusters Score -278005.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -278542.687500 Penalty: 812.735107
	Iteration 3F: 3 clusters Score -278542.7 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -279012.531250 Penalty: 812.735107
	Iteration 4F: 3 clusters Score -279012.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -279365.562500 Penalty: 812.735107
	Iteration 5F: 3 clusters Score -279365.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -279610.562500 Penalty: 812.735107
	Iteration 6F: 3 clusters Score -279610.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -279799.843750 Penalty: 812.735107
	Iteration 7Q: 3 clusters Score -279799.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -279921.937500 Penalty: 812.735107
	Iteration 8Q: 3 clusters Score -279921.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -280024.187500 Penalty: 812.735107
	Iteration 9Q: 3 clusters Score -280024.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -280119.000000 Penalty: 812.735107
	Iteration 10Q: 3 clusters Score -280119 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -280224.250000 Penalty: 812.735107
	Iteration 11Q: 3 clusters Score -280224.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -280311.750000 Penalty: 812.735107
	Iteration 12Q: 3 clusters Score -280311.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -280382.906250 Penalty: 812.735107
	Iteration 13Q: 3 clusters Score -280382.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -280454.968750 Penalty: 812.735107
	Iteration 14Q: 3 clusters Score -280455 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -280497.656250 Penalty: 812.735107
	Iteration 15Q: 3 clusters Score -280497.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -280528.343750 Penalty: 812.735107
	Iteration 16Q: 3 clusters Score -280528.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -280551.875000 Penalty: 812.735107
	Iteration 17Q: 3 clusters Score -280551.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -280567.750000 Penalty: 812.735107
	Iteration 18Q: 3 clusters Score -280567.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -280583.812500 Penalty: 812.735107
	Iteration 19Q: 3 clusters Score -280583.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -280600.343750 Penalty: 812.735107
	Iteration 20F: 3 clusters Score -280600.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -280613.937500 Penalty: 812.735107
	Iteration 21Q: 3 clusters Score -280613.9 nChanged 28
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: -280621.031250 Penalty: 812.735107
	Iteration 22Q: 3 clusters Score -280621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -280630.156250 Penalty: 812.735107
	Iteration 23Q: 3 clusters Score -280630.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -280637.781250 Penalty: 812.735107
	Iteration 24Q: 3 clusters Score -280637.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -280641.343750 Penalty: 812.735107
	Iteration 25Q: 3 clusters Score -280641.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -280644.875000 Penalty: 812.735107
	Iteration 26Q: 3 clusters Score -280644.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -280649.312500 Penalty: 812.735107
	Iteration 27Q: 3 clusters Score -280649.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -280651.187500 Penalty: 812.735107
	Iteration 28Q: 3 clusters Score -280651.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -280652.187500 Penalty: 812.735107
	Iteration 29Q: 3 clusters Score -280652.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -280654.281250 Penalty: 812.735107
	Iteration 30Q: 3 clusters Score -280654.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -280655.781250 Penalty: 812.735107
	Iteration 31Q: 3 clusters Score -280655.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -280657.750000 Penalty: 812.735107
	Iteration 32Q: 3 clusters Score -280657.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -280658.593750 Penalty: 812.735107
	Iteration 33Q: 3 clusters Score -280658.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -280659.187500 Penalty: 812.735107
	Iteration 34Q: 3 clusters Score -280659.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -280659.843750 Penalty: 812.735107
	Iteration 35Q: 3 clusters Score -280659.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -280660.031250 Penalty: 812.735107
	Iteration 36Q: 3 clusters Score -280660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -280660.937500 Penalty: 812.735107
	Iteration 37Q: 3 clusters Score -280660.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -280663.781250 Penalty: 812.735107
	Iteration 38Q: 3 clusters Score -280663.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -280665.125000 Penalty: 812.735107
	Iteration 39Q: 3 clusters Score -280665.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -280666.062500 Penalty: 812.735107
	Iteration 40F: 3 clusters Score -280666.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -280666.656250 Penalty: 812.735107
	Iteration 41Q: 3 clusters Score -280666.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -280666.281250 Penalty: 812.735107
	Iteration 42Q: 3 clusters Score -280666.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -280666.968750 Penalty: 812.735107
	Iteration 43Q: 3 clusters Score -280667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -280667.750000 Penalty: 812.735107
	Iteration 44Q: 3 clusters Score -280667.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -280668.968750 Penalty: 812.735107
	Iteration 45Q: 3 clusters Score -280669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -280669.875000 Penalty: 812.735107
	Iteration 46Q: 3 clusters Score -280669.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -280671.250000 Penalty: 812.735107
	Iteration 47Q: 3 clusters Score -280671.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -280671.062500 Penalty: 812.735107
	Iteration 48Q: 3 clusters Score -280671.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -280671.937500 Penalty: 812.735107
	Iteration 49Q: 3 clusters Score -280671.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -280672.093750 Penalty: 812.735107
	Iteration 50Q: 3 clusters Score -280672.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -280671.718750 Penalty: 812.735107
	Iteration 51Q: 3 clusters Score -280671.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -280671.656250 Penalty: 812.735107
	Iteration 52Q: 3 clusters Score -280671.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -280672.437500 Penalty: 812.735107
	Iteration 53Q: 3 clusters Score -280672.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -280672.281250 Penalty: 812.735107
	Iteration 54Q: 3 clusters Score -280672.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -280672.406250 Penalty: 812.735107
	Iteration 55Q: 3 clusters Score -280672.4 nChanged 2
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: -280672.406250 Penalty: 812.735107
	Iteration 56Q: 3 clusters Score -280672.4 nChanged 0
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: -280672.406250 Penalty: 812.735107
	Iteration 57F: 3 clusters Score -280672.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -27995.123047 Penalty: 304.546234
	Iteration 0F: 2 clusters Score -27995.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -27307.646484 Penalty: 609.092468
	Iteration 0F: 3 clusters Score -27307.65 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -27490.888672 Penalty: 609.092468
	Iteration 1F: 3 clusters Score -27490.89 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -27530.515625 Penalty: 609.092468
	Iteration 2F: 3 clusters Score -27530.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -27560.906250 Penalty: 609.092468
	Iteration 3F: 3 clusters Score -27560.91 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -27595.857422 Penalty: 609.092468
	Iteration 4F: 3 clusters Score -27595.86 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -27635.390625 Penalty: 609.092468
	Iteration 5Q: 3 clusters Score -27635.39 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -27669.613281 Penalty: 609.092468
	Iteration 6F: 3 clusters Score -27669.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -27701.173828 Penalty: 609.092468
	Iteration 7Q: 3 clusters Score -27701.17 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -27727.009766 Penalty: 609.092468
	Iteration 8Q: 3 clusters Score -27727.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27766.187500 Penalty: 609.092468
	Iteration 9Q: 3 clusters Score -27766.19 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -27799.697266 Penalty: 609.092468
	Iteration 10Q: 3 clusters Score -27799.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -27810.421875 Penalty: 609.092468
	Iteration 11Q: 3 clusters Score -27810.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -27819.378906 Penalty: 609.092468
	Iteration 12Q: 3 clusters Score -27819.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -27825.539062 Penalty: 609.092468
	Iteration 13Q: 3 clusters Score -27825.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -27831.267578 Penalty: 609.092468
	Iteration 14Q: 3 clusters Score -27831.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -27836.597656 Penalty: 609.092468
	Iteration 15Q: 3 clusters Score -27836.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -27838.599609 Penalty: 609.092468
	Iteration 16Q: 3 clusters Score -27838.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -27841.291016 Penalty: 609.092468
	Iteration 17Q: 3 clusters Score -27841.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -27841.822266 Penalty: 609.092468
	Iteration 18Q: 3 clusters Score -27841.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -27842.074219 Penalty: 609.092468
	Iteration 19Q: 3 clusters Score -27842.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -27842.074219 Penalty: 609.092468
	Iteration 20F: 3 clusters Score -27842.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -113972.062500 Penalty: 366.969574
	Iteration 0F: 2 clusters Score -113972.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -111761.468750 Penalty: 733.939148
	Iteration 0F: 3 clusters Score -111761.5 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -112615.062500 Penalty: 733.939148
	Iteration 1F: 3 clusters Score -112615.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -112720.195312 Penalty: 733.939148
	Iteration 2F: 3 clusters Score -112720.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -112792.164062 Penalty: 733.939148
	Iteration 3F: 3 clusters Score -112792.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -112865.156250 Penalty: 733.939148
	Iteration 4Q: 3 clusters Score -112865.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -112950.343750 Penalty: 733.939148
	Iteration 5Q: 3 clusters Score -112950.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -113019.695312 Penalty: 733.939148
	Iteration 6Q: 3 clusters Score -113019.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -113094.750000 Penalty: 733.939148
	Iteration 7Q: 3 clusters Score -113094.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -113146.210938 Penalty: 733.939148
	Iteration 8Q: 3 clusters Score -113146.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -113186.460938 Penalty: 733.939148
	Iteration 9Q: 3 clusters Score -113186.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -113224.476562 Penalty: 733.939148
	Iteration 10Q: 3 clusters Score -113224.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -113267.984375 Penalty: 733.939148
	Iteration 11Q: 3 clusters Score -113268 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -113296.210938 Penalty: 733.939148
	Iteration 12Q: 3 clusters Score -113296.2 nChanged 63
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: -113321.093750 Penalty: 733.939148
	Iteration 13Q: 3 clusters Score -113321.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -113342.726562 Penalty: 733.939148
	Iteration 14Q: 3 clusters Score -113342.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -113362.296875 Penalty: 733.939148
	Iteration 15Q: 3 clusters Score -113362.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -113377.234375 Penalty: 733.939148
	Iteration 16Q: 3 clusters Score -113377.2 nChanged 33
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: -113390.484375 Penalty: 733.939148
	Iteration 17Q: 3 clusters Score -113390.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -113403.414062 Penalty: 733.939148
	Iteration 18Q: 3 clusters Score -113403.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -113412.945312 Penalty: 733.939148
	Iteration 19Q: 3 clusters Score -113412.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -113420.750000 Penalty: 733.939148
	Iteration 20F: 3 clusters Score -113420.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -113429.523438 Penalty: 733.939148
	Iteration 21Q: 3 clusters Score -113429.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -113437.375000 Penalty: 733.939148
	Iteration 22Q: 3 clusters Score -113437.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -113448.351562 Penalty: 733.939148
	Iteration 23Q: 3 clusters Score -113448.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -113458.085938 Penalty: 733.939148
	Iteration 24Q: 3 clusters Score -113458.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -113467.445312 Penalty: 733.939148
	Iteration 25Q: 3 clusters Score -113467.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -113478.882812 Penalty: 733.939148
	Iteration 26Q: 3 clusters Score -113478.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -113488.085938 Penalty: 733.939148
	Iteration 27Q: 3 clusters Score -113488.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -113502.000000 Penalty: 733.939148
	Iteration 28Q: 3 clusters Score -113502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -113519.085938 Penalty: 733.939148
	Iteration 29Q: 3 clusters Score -113519.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -113531.781250 Penalty: 733.939148
	Iteration 30Q: 3 clusters Score -113531.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -113537.132812 Penalty: 733.939148
	Iteration 31Q: 3 clusters Score -113537.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -113540.078125 Penalty: 733.939148
	Iteration 32Q: 3 clusters Score -113540.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -113543.726562 Penalty: 733.939148
	Iteration 33Q: 3 clusters Score -113543.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -113547.679688 Penalty: 733.939148
	Iteration 34Q: 3 clusters Score -113547.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -113552.054688 Penalty: 733.939148
	Iteration 35Q: 3 clusters Score -113552.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -113560.093750 Penalty: 733.939148
	Iteration 36Q: 3 clusters Score -113560.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -113569.906250 Penalty: 733.939148
	Iteration 37Q: 3 clusters Score -113569.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -113576.593750 Penalty: 733.939148
	Iteration 38Q: 3 clusters Score -113576.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -113581.070312 Penalty: 733.939148
	Iteration 39Q: 3 clusters Score -113581.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -113583.257812 Penalty: 733.939148
	Iteration 40F: 3 clusters Score -113583.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -113584.679688 Penalty: 733.939148
	Iteration 41Q: 3 clusters Score -113584.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -113585.726562 Penalty: 733.939148
	Iteration 42Q: 3 clusters Score -113585.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -113588.328125 Penalty: 733.939148
	Iteration 43Q: 3 clusters Score -113588.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -113594.476562 Penalty: 733.939148
	Iteration 44Q: 3 clusters Score -113594.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -113602.328125 Penalty: 733.939148
	Iteration 45Q: 3 clusters Score -113602.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -113607.335938 Penalty: 733.939148
	Iteration 46Q: 3 clusters Score -113607.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -113613.015625 Penalty: 733.939148
	Iteration 47Q: 3 clusters Score -113613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -113620.585938 Penalty: 733.939148
	Iteration 48Q: 3 clusters Score -113620.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -113632.679688 Penalty: 733.939148
	Iteration 49Q: 3 clusters Score -113632.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -113637.617188 Penalty: 733.939148
	Iteration 50Q: 3 clusters Score -113637.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -113641.914062 Penalty: 733.939148
	Iteration 51Q: 3 clusters Score -113641.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -113644.593750 Penalty: 733.939148
	Iteration 52Q: 3 clusters Score -113644.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -113648.101562 Penalty: 733.939148
	Iteration 53Q: 3 clusters Score -113648.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -113651.570312 Penalty: 733.939148
	Iteration 54Q: 3 clusters Score -113651.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -113654.125000 Penalty: 733.939148
	Iteration 55Q: 3 clusters Score -113654.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -113655.507812 Penalty: 733.939148
	Iteration 56Q: 3 clusters Score -113655.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -113656.617188 Penalty: 733.939148
	Iteration 57Q: 3 clusters Score -113656.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -113657.914062 Penalty: 733.939148
	Iteration 58Q: 3 clusters Score -113657.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -113658.835938 Penalty: 733.939148
	Iteration 59Q: 3 clusters Score -113658.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -113662.632812 Penalty: 733.939148
	Iteration 60F: 3 clusters Score -113662.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Entering Unmasked Estep 
Score: -36790.648438 Penalty: 317.508728
	Iteration 0F: 2 clusters Score -36790.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -35947.984375 Penalty: 635.017456
	Iteration 0F: 3 clusters Score -35947.98 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -36216.953125 Penalty: 635.017456
	Iteration 1F: 3 clusters Score -36216.95 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -36277.070312 Penalty: 635.017456
	Iteration 2F: 3 clusters Score -36277.07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -36310.320312 Penalty: 635.017456
	Iteration 3F: 3 clusters Score -36310.32 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -36344.765625 Penalty: 635.017456
	Iteration 4Q: 3 clusters Score -36344.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -36362.570312 Penalty: 635.017456
	Iteration 5Q: 3 clusters Score -36362.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -36378.617188 Penalty: 635.017456
	Iteration 6Q: 3 clusters Score -36378.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -36396.906250 Penalty: 635.017456
	Iteration 7Q: 3 clusters Score -36396.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -36409.203125 Penalty: 635.017456
	Iteration 8Q: 3 clusters Score -36409.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -36418.699219 Penalty: 635.017456
	Iteration 9Q: 3 clusters Score -36418.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -36426.179688 Penalty: 635.017456
	Iteration 10Q: 3 clusters Score -36426.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -36434.867188 Penalty: 635.017456
	Iteration 11Q: 3 clusters Score -36434.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -36444.320312 Penalty: 635.017456
	Iteration 12Q: 3 clusters Score -36444.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -36449.726562 Penalty: 635.017456
	Iteration 13Q: 3 clusters Score -36449.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -36452.257812 Penalty: 635.017456
	Iteration 14Q: 3 clusters Score -36452.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -36455.890625 Penalty: 635.017456
	Iteration 15Q: 3 clusters Score -36455.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -36458.207031 Penalty: 635.017456
	Iteration 16Q: 3 clusters Score -36458.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -36461.113281 Penalty: 635.017456
	Iteration 17Q: 3 clusters Score -36461.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -36464.937500 Penalty: 635.017456
	Iteration 18Q: 3 clusters Score -36464.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -36469.343750 Penalty: 635.017456
	Iteration 19Q: 3 clusters Score -36469.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -36471.835938 Penalty: 635.017456
	Iteration 20F: 3 clusters Score -36471.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -36474.648438 Penalty: 635.017456
	Iteration 21Q: 3 clusters Score -36474.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -36480.445312 Penalty: 635.017456
	Iteration 22Q: 3 clusters Score -36480.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -36484.355469 Penalty: 635.017456
	Iteration 23Q: 3 clusters Score -36484.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -36486.667969 Penalty: 635.017456
	Iteration 24Q: 3 clusters Score -36486.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -36488.843750 Penalty: 635.017456
	Iteration 25Q: 3 clusters Score -36488.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -36493.503906 Penalty: 635.017456
	Iteration 26Q: 3 clusters Score -36493.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -36495.160156 Penalty: 635.017456
	Iteration 27Q: 3 clusters Score -36495.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -36496.539062 Penalty: 635.017456
	Iteration 28Q: 3 clusters Score -36496.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -36498.496094 Penalty: 635.017456
	Iteration 29Q: 3 clusters Score -36498.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -36501.394531 Penalty: 635.017456
	Iteration 30Q: 3 clusters Score -36501.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -36501.910156 Penalty: 635.017456
	Iteration 31Q: 3 clusters Score -36501.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -36503.332031 Penalty: 635.017456
	Iteration 32Q: 3 clusters Score -36503.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -36505.449219 Penalty: 635.017456
	Iteration 33Q: 3 clusters Score -36505.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -36505.933594 Penalty: 635.017456
	Iteration 34Q: 3 clusters Score -36505.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -36506.304688 Penalty: 635.017456
	Iteration 35Q: 3 clusters Score -36506.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -36506.304688 Penalty: 635.017456
	Iteration 36F: 3 clusters Score -36506.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Entering Unmasked Estep 
Score: -248439.828125 Penalty: 402.443512
	Iteration 0F: 2 clusters Score -248439.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -243758.140625 Penalty: 804.887024
	Iteration 0F: 3 clusters Score -243758.1 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -245710.218750 Penalty: 804.887024
	Iteration 1F: 3 clusters Score -245710.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -246090.218750 Penalty: 804.887024
	Iteration 2F: 3 clusters Score -246090.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -246518.984375 Penalty: 804.887024
	Iteration 3F: 3 clusters Score -246519 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -246864.656250 Penalty: 804.887024
	Iteration 4F: 3 clusters Score -246864.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -247077.281250 Penalty: 804.887024
	Iteration 5F: 3 clusters Score -247077.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -247239.125000 Penalty: 804.887024
	Iteration 6Q: 3 clusters Score -247239.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -247384.343750 Penalty: 804.887024
	Iteration 7Q: 3 clusters Score -247384.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -247522.000000 Penalty: 804.887024
	Iteration 8Q: 3 clusters Score -247522 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -247643.312500 Penalty: 804.887024
	Iteration 9Q: 3 clusters Score -247643.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -247723.593750 Penalty: 804.887024
	Iteration 10Q: 3 clusters Score -247723.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -247774.671875 Penalty: 804.887024
	Iteration 11Q: 3 clusters Score -247774.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -247824.000000 Penalty: 804.887024
	Iteration 12Q: 3 clusters Score -247824 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -247858.484375 Penalty: 804.887024
	Iteration 13Q: 3 clusters Score -247858.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -247888.171875 Penalty: 804.887024
	Iteration 14Q: 3 clusters Score -247888.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -247910.453125 Penalty: 804.887024
	Iteration 15Q: 3 clusters Score -247910.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -247930.515625 Penalty: 804.887024
	Iteration 16Q: 3 clusters Score -247930.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -247950.859375 Penalty: 804.887024
	Iteration 17Q: 3 clusters Score -247950.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -247971.078125 Penalty: 804.887024
	Iteration 18Q: 3 clusters Score -247971.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -247992.921875 Penalty: 804.887024
	Iteration 19Q: 3 clusters Score -247992.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -248011.062500 Penalty: 804.887024
	Iteration 20F: 3 clusters Score -248011.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -248028.828125 Penalty: 804.887024
	Iteration 21Q: 3 clusters Score -248028.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -248043.515625 Penalty: 804.887024
	Iteration 22Q: 3 clusters Score -248043.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -248056.390625 Penalty: 804.887024
	Iteration 23Q: 3 clusters Score -248056.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -248062.312500 Penalty: 804.887024
	Iteration 24Q: 3 clusters Score -248062.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -248067.765625 Penalty: 804.887024
	Iteration 25Q: 3 clusters Score -248067.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -248074.343750 Penalty: 804.887024
	Iteration 26Q: 3 clusters Score -248074.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -248083.046875 Penalty: 804.887024
	Iteration 27Q: 3 clusters Score -248083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -248088.312500 Penalty: 804.887024
	Iteration 28Q: 3 clusters Score -248088.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -248090.640625 Penalty: 804.887024
	Iteration 29Q: 3 clusters Score -248090.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -248092.734375 Penalty: 804.887024
	Iteration 30Q: 3 clusters Score -248092.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -248093.359375 Penalty: 804.887024
	Iteration 31Q: 3 clusters Score -248093.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -248094.671875 Penalty: 804.887024
	Iteration 32Q: 3 clusters Score -248094.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -248095.046875 Penalty: 804.887024
	Iteration 33Q: 3 clusters Score -248095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -248095.656250 Penalty: 804.887024
	Iteration 34Q: 3 clusters Score -248095.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -248096.484375 Penalty: 804.887024
	Iteration 35Q: 3 clusters Score -248096.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -248097.171875 Penalty: 804.887024
	Iteration 36Q: 3 clusters Score -248097.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -248098.328125 Penalty: 804.887024
	Iteration 37Q: 3 clusters Score -248098.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -248099.843750 Penalty: 804.887024
	Iteration 38Q: 3 clusters Score -248099.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -248102.453125 Penalty: 804.887024
	Iteration 39Q: 3 clusters Score -248102.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -248103.750000 Penalty: 804.887024
	Iteration 40F: 3 clusters Score -248103.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -248104.953125 Penalty: 804.887024
	Iteration 41Q: 3 clusters Score -248105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -248106.062500 Penalty: 804.887024
	Iteration 42Q: 3 clusters Score -248106.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -248107.906250 Penalty: 804.887024
	Iteration 43Q: 3 clusters Score -248107.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -248109.875000 Penalty: 804.887024
	Iteration 44Q: 3 clusters Score -248109.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -248110.562500 Penalty: 804.887024
	Iteration 45Q: 3 clusters Score -248110.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -248110.500000 Penalty: 804.887024
	Iteration 46Q: 3 clusters Score -248110.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -248111.281250 Penalty: 804.887024
	Iteration 47Q: 3 clusters Score -248111.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -248111.328125 Penalty: 804.887024
	Iteration 48Q: 3 clusters Score -248111.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -248111.750000 Penalty: 804.887024
	Iteration 49Q: 3 clusters Score -248111.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -248111.796875 Penalty: 804.887024
	Iteration 50Q: 3 clusters Score -248111.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -248112.250000 Penalty: 804.887024
	Iteration 51Q: 3 clusters Score -248112.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -248112.984375 Penalty: 804.887024
	Iteration 52Q: 3 clusters Score -248113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -248113.093750 Penalty: 804.887024
	Iteration 53Q: 3 clusters Score -248113.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -248113.312500 Penalty: 804.887024
	Iteration 54Q: 3 clusters Score -248113.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -248113.312500 Penalty: 804.887024
	Iteration 55F: 3 clusters Score -248113.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -47887.218750 Penalty: 329.612335
	Iteration 0F: 2 clusters Score -47887.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -46847.777344 Penalty: 659.224670
	Iteration 0F: 3 clusters Score -46847.78 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -47334.175781 Penalty: 659.224670
	Iteration 1F: 3 clusters Score -47334.18 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -47507.496094 Penalty: 659.224670
	Iteration 2F: 3 clusters Score -47507.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -47608.074219 Penalty: 659.224670
	Iteration 3F: 3 clusters Score -47608.07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -47746.835938 Penalty: 659.224670
	Iteration 4F: 3 clusters Score -47746.84 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -47942.722656 Penalty: 659.224670
	Iteration 5F: 3 clusters Score -47942.72 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -48049.289062 Penalty: 659.224670
	Iteration 6Q: 3 clusters Score -48049.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -48100.617188 Penalty: 659.224670
	Iteration 7Q: 3 clusters Score -48100.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -48122.265625 Penalty: 659.224670
	Iteration 8Q: 3 clusters Score -48122.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -48126.351562 Penalty: 659.224670
	Iteration 9Q: 3 clusters Score -48126.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -48127.296875 Penalty: 659.224670
	Iteration 10Q: 3 clusters Score -48127.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -48127.386719 Penalty: 659.224670
	Iteration 11Q: 3 clusters Score -48127.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -48127.386719 Penalty: 659.224670
	Iteration 12F: 3 clusters Score -48127.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 10164 members 
Mstep: Class 3 contains 7197 members 
Mstep: Class 4 contains 479949 members 
Mstep: Class 5 contains 8308 members 
Mstep: Class 6 contains 6896 members 
Mstep: Class 7 contains 561184 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7564 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20204 members 
Mstep: Class 18 contains 2033 members 
Mstep: Class 19 contains 12335 members 
Mstep: Class 20 contains 103897 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12434 members 
Mstep: Class 23 contains 15563 members 
Mstep: Class 24 contains 20629 members 
Mstep: Class 25 contains 9544 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16027 members 
Mstep: Class 29 contains 823 members 
Mstep: Class 30 contains 11738 members 
Mstep: Class 31 contains 7650 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1693 members 
Mstep: Class 37 contains 6433 members 
Mstep: Class 38 contains 1235 members 
Mstep: Class 39 contains 1804 members 
Mstep: Class 40 contains 3681 members 
Mstep: Class 41 contains 716 members 
Entering Unmasked Estep 
Score: -50376656.000000 Penalty: 26384.455078
Splitting cluster 14 changes total score from -50376684.000000 to -50376656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -17272.830078 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -17272.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -16819.462891 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -16819.46 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -16966.187500 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -16966.19 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -17000.460938 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -17000.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -17023.962891 Penalty: 563.318665
	Iteration 3F: 3 clusters Score -17023.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -17046.658203 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -17046.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -17060.021484 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -17060.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -17066.404297 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -17066.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -17072.066406 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -17072.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -17075.808594 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -17075.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -17076.957031 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -17076.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -17077.330078 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -17077.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -17077.330078 Penalty: 563.318665
	Iteration 11F: 3 clusters Score -17077.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Entering Unmasked Estep 
Score: -154644.015625 Penalty: 379.793793
	Iteration 0F: 2 clusters Score -154644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -151803.718750 Penalty: 759.587585
	Iteration 0F: 3 clusters Score -151803.7 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -152975.890625 Penalty: 759.587585
	Iteration 1F: 3 clusters Score -152975.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -153100.656250 Penalty: 759.587585
	Iteration 2F: 3 clusters Score -153100.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -153236.265625 Penalty: 759.587585
	Iteration 3F: 3 clusters Score -153236.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -153341.734375 Penalty: 759.587585
	Iteration 4F: 3 clusters Score -153341.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -153448.984375 Penalty: 759.587585
	Iteration 5Q: 3 clusters Score -153449 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -153530.265625 Penalty: 759.587585
	Iteration 6Q: 3 clusters Score -153530.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -153588.625000 Penalty: 759.587585
	Iteration 7Q: 3 clusters Score -153588.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -153650.703125 Penalty: 759.587585
	Iteration 8Q: 3 clusters Score -153650.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -153702.328125 Penalty: 759.587585
	Iteration 9Q: 3 clusters Score -153702.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -153746.984375 Penalty: 759.587585
	Iteration 10Q: 3 clusters Score -153747 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -153787.250000 Penalty: 759.587585
	Iteration 11Q: 3 clusters Score -153787.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -153821.843750 Penalty: 759.587585
	Iteration 12Q: 3 clusters Score -153821.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -153854.546875 Penalty: 759.587585
	Iteration 13Q: 3 clusters Score -153854.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -153895.109375 Penalty: 759.587585
	Iteration 14Q: 3 clusters Score -153895.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -153926.515625 Penalty: 759.587585
	Iteration 15Q: 3 clusters Score -153926.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -153955.640625 Penalty: 759.587585
	Iteration 16Q: 3 clusters Score -153955.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -153975.328125 Penalty: 759.587585
	Iteration 17Q: 3 clusters Score -153975.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -153995.171875 Penalty: 759.587585
	Iteration 18Q: 3 clusters Score -153995.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -154022.875000 Penalty: 759.587585
	Iteration 19Q: 3 clusters Score -154022.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -154059.390625 Penalty: 759.587585
	Iteration 20F: 3 clusters Score -154059.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -154103.156250 Penalty: 759.587585
	Iteration 21Q: 3 clusters Score -154103.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -154144.109375 Penalty: 759.587585
	Iteration 22Q: 3 clusters Score -154144.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -154175.078125 Penalty: 759.587585
	Iteration 23Q: 3 clusters Score -154175.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -154207.140625 Penalty: 759.587585
	Iteration 24Q: 3 clusters Score -154207.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -154240.781250 Penalty: 759.587585
	Iteration 25Q: 3 clusters Score -154240.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -154269.796875 Penalty: 759.587585
	Iteration 26Q: 3 clusters Score -154269.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -154297.390625 Penalty: 759.587585
	Iteration 27Q: 3 clusters Score -154297.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -154311.093750 Penalty: 759.587585
	Iteration 28Q: 3 clusters Score -154311.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -154317.687500 Penalty: 759.587585
	Iteration 29Q: 3 clusters Score -154317.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -154323.093750 Penalty: 759.587585
	Iteration 30Q: 3 clusters Score -154323.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -154331.046875 Penalty: 759.587585
	Iteration 31Q: 3 clusters Score -154331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -154340.421875 Penalty: 759.587585
	Iteration 32Q: 3 clusters Score -154340.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -154345.765625 Penalty: 759.587585
	Iteration 33Q: 3 clusters Score -154345.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -154348.843750 Penalty: 759.587585
	Iteration 34Q: 3 clusters Score -154348.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -154349.468750 Penalty: 759.587585
	Iteration 35Q: 3 clusters Score -154349.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -154349.750000 Penalty: 759.587585
	Iteration 36Q: 3 clusters Score -154349.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -154350.390625 Penalty: 759.587585
	Iteration 37Q: 3 clusters Score -154350.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -154351.593750 Penalty: 759.587585
	Iteration 38Q: 3 clusters Score -154351.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -154352.437500 Penalty: 759.587585
	Iteration 39Q: 3 clusters Score -154352.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -154353.312500 Penalty: 759.587585
	Iteration 40F: 3 clusters Score -154353.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -154353.640625 Penalty: 759.587585
	Iteration 41Q: 3 clusters Score -154353.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -154353.640625 Penalty: 759.587585
	Iteration 42F: 3 clusters Score -154353.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Entering Unmasked Estep 
Score: -737125.375000 Penalty: 451.070435
	Iteration 0F: 2 clusters Score -737125.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -723822.062500 Penalty: 902.140869
	Iteration 0F: 3 clusters Score -723822.1 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -730222.437500 Penalty: 902.140869
	Iteration 1F: 3 clusters Score -730222.4 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -731033.687500 Penalty: 902.140869
	Iteration 2F: 3 clusters Score -731033.7 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -731893.500000 Penalty: 902.140869
	Iteration 3F: 3 clusters Score -731893.5 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -732816.875000 Penalty: 902.140869
	Iteration 4F: 3 clusters Score -732816.9 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -733673.062500 Penalty: 902.140869
	Iteration 5F: 3 clusters Score -733673.1 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -734249.812500 Penalty: 902.140869
	Iteration 6Q: 3 clusters Score -734249.8 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -734596.187500 Penalty: 902.140869
	Iteration 7Q: 3 clusters Score -734596.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -734847.375000 Penalty: 902.140869
	Iteration 8Q: 3 clusters Score -734847.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -735059.875000 Penalty: 902.140869
	Iteration 9Q: 3 clusters Score -735059.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -735251.500000 Penalty: 902.140869
	Iteration 10Q: 3 clusters Score -735251.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -735416.625000 Penalty: 902.140869
	Iteration 11Q: 3 clusters Score -735416.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -735558.187500 Penalty: 902.140869
	Iteration 12Q: 3 clusters Score -735558.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -735688.812500 Penalty: 902.140869
	Iteration 13Q: 3 clusters Score -735688.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -735796.750000 Penalty: 902.140869
	Iteration 14Q: 3 clusters Score -735796.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -735878.687500 Penalty: 902.140869
	Iteration 15Q: 3 clusters Score -735878.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -735972.875000 Penalty: 902.140869
	Iteration 16Q: 3 clusters Score -735972.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -736056.000000 Penalty: 902.140869
	Iteration 17Q: 3 clusters Score -736056 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -736120.437500 Penalty: 902.140869
	Iteration 18Q: 3 clusters Score -736120.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -736178.125000 Penalty: 902.140869
	Iteration 19Q: 3 clusters Score -736178.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -736232.000000 Penalty: 902.140869
	Iteration 20F: 3 clusters Score -736232 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -736283.812500 Penalty: 902.140869
	Iteration 21Q: 3 clusters Score -736283.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -736332.875000 Penalty: 902.140869
	Iteration 22Q: 3 clusters Score -736332.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -736381.750000 Penalty: 902.140869
	Iteration 23Q: 3 clusters Score -736381.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -736418.625000 Penalty: 902.140869
	Iteration 24Q: 3 clusters Score -736418.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -736449.000000 Penalty: 902.140869
	Iteration 25Q: 3 clusters Score -736449 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -736473.937500 Penalty: 902.140869
	Iteration 26Q: 3 clusters Score -736473.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -736506.250000 Penalty: 902.140869
	Iteration 27Q: 3 clusters Score -736506.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -736537.062500 Penalty: 902.140869
	Iteration 28Q: 3 clusters Score -736537.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -736563.125000 Penalty: 902.140869
	Iteration 29Q: 3 clusters Score -736563.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -736589.625000 Penalty: 902.140869
	Iteration 30Q: 3 clusters Score -736589.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -736614.500000 Penalty: 902.140869
	Iteration 31Q: 3 clusters Score -736614.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -736640.125000 Penalty: 902.140869
	Iteration 32Q: 3 clusters Score -736640.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -736659.437500 Penalty: 902.140869
	Iteration 33Q: 3 clusters Score -736659.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -736684.437500 Penalty: 902.140869
	Iteration 34Q: 3 clusters Score -736684.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -736702.687500 Penalty: 902.140869
	Iteration 35Q: 3 clusters Score -736702.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -736721.812500 Penalty: 902.140869
	Iteration 36Q: 3 clusters Score -736721.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -736742.250000 Penalty: 902.140869
	Iteration 37Q: 3 clusters Score -736742.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -736768.687500 Penalty: 902.140869
	Iteration 38Q: 3 clusters Score -736768.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -736814.187500 Penalty: 902.140869
	Iteration 39Q: 3 clusters Score -736814.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -736866.187500 Penalty: 902.140869
	Iteration 40F: 3 clusters Score -736866.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -736910.437500 Penalty: 902.140869
	Iteration 41Q: 3 clusters Score -736910.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -736958.562500 Penalty: 902.140869
	Iteration 42Q: 3 clusters Score -736958.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -737001.000000 Penalty: 902.140869
	Iteration 43Q: 3 clusters Score -737001 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -737035.437500 Penalty: 902.140869
	Iteration 44Q: 3 clusters Score -737035.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -737061.062500 Penalty: 902.140869
	Iteration 45Q: 3 clusters Score -737061.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -737081.375000 Penalty: 902.140869
	Iteration 46Q: 3 clusters Score -737081.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -737091.187500 Penalty: 902.140869
	Iteration 47Q: 3 clusters Score -737091.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -737098.250000 Penalty: 902.140869
	Iteration 48Q: 3 clusters Score -737098.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -737104.437500 Penalty: 902.140869
	Iteration 49Q: 3 clusters Score -737104.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -737109.062500 Penalty: 902.140869
	Iteration 50Q: 3 clusters Score -737109.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -737109.062500 Penalty: 902.140869
	Iteration 51Q: 3 clusters Score -737109.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -737110.625000 Penalty: 902.140869
	Iteration 52Q: 3 clusters Score -737110.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -737111.625000 Penalty: 902.140869
	Iteration 53Q: 3 clusters Score -737111.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -737112.312500 Penalty: 902.140869
	Iteration 54Q: 3 clusters Score -737112.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -737112.812500 Penalty: 902.140869
	Iteration 55Q: 3 clusters Score -737112.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -737112.812500 Penalty: 902.140869
	Iteration 56F: 3 clusters Score -737112.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Entering Unmasked Estep 
Score: -73901.554688 Penalty: 346.585663
	Iteration 0F: 2 clusters Score -73901.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -72447.937500 Penalty: 693.171326
	Iteration 0F: 3 clusters Score -72447.94 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -73042.492188 Penalty: 693.171326
	Iteration 1F: 3 clusters Score -73042.49 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -73187.757812 Penalty: 693.171326
	Iteration 2F: 3 clusters Score -73187.76 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -73312.945312 Penalty: 693.171326
	Iteration 3F: 3 clusters Score -73312.95 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -73411.070312 Penalty: 693.171326
	Iteration 4F: 3 clusters Score -73411.07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -73491.437500 Penalty: 693.171326
	Iteration 5Q: 3 clusters Score -73491.44 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -73553.265625 Penalty: 693.171326
	Iteration 6Q: 3 clusters Score -73553.27 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -73592.421875 Penalty: 693.171326
	Iteration 7Q: 3 clusters Score -73592.42 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -73628.554688 Penalty: 693.171326
	Iteration 8Q: 3 clusters Score -73628.55 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -73655.976562 Penalty: 693.171326
	Iteration 9Q: 3 clusters Score -73655.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -73667.593750 Penalty: 693.171326
	Iteration 10Q: 3 clusters Score -73667.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -73681.468750 Penalty: 693.171326
	Iteration 11Q: 3 clusters Score -73681.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -73689.718750 Penalty: 693.171326
	Iteration 12Q: 3 clusters Score -73689.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -73693.242188 Penalty: 693.171326
	Iteration 13Q: 3 clusters Score -73693.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -73695.335938 Penalty: 693.171326
	Iteration 14Q: 3 clusters Score -73695.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -73697.265625 Penalty: 693.171326
	Iteration 15Q: 3 clusters Score -73697.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -73701.320312 Penalty: 693.171326
	Iteration 16Q: 3 clusters Score -73701.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -73704.382812 Penalty: 693.171326
	Iteration 17Q: 3 clusters Score -73704.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -73705.734375 Penalty: 693.171326
	Iteration 18Q: 3 clusters Score -73705.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -73706.265625 Penalty: 693.171326
	Iteration 19Q: 3 clusters Score -73706.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -73706.773438 Penalty: 693.171326
	Iteration 20F: 3 clusters Score -73706.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -73707.953125 Penalty: 693.171326
	Iteration 21Q: 3 clusters Score -73707.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -73708.617188 Penalty: 693.171326
	Iteration 22Q: 3 clusters Score -73708.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -73710.328125 Penalty: 693.171326
	Iteration 23Q: 3 clusters Score -73710.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -73711.421875 Penalty: 693.171326
	Iteration 24Q: 3 clusters Score -73711.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -73712.187500 Penalty: 693.171326
	Iteration 25Q: 3 clusters Score -73712.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -73712.609375 Penalty: 693.171326
	Iteration 26Q: 3 clusters Score -73712.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -73714.578125 Penalty: 693.171326
	Iteration 27Q: 3 clusters Score -73714.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -73717.796875 Penalty: 693.171326
	Iteration 28Q: 3 clusters Score -73717.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -73719.687500 Penalty: 693.171326
	Iteration 29Q: 3 clusters Score -73719.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -73721.460938 Penalty: 693.171326
	Iteration 30Q: 3 clusters Score -73721.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -73722.812500 Penalty: 693.171326
	Iteration 31Q: 3 clusters Score -73722.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -73724.031250 Penalty: 693.171326
	Iteration 32Q: 3 clusters Score -73724.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -73724.460938 Penalty: 693.171326
	Iteration 33Q: 3 clusters Score -73724.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -73724.460938 Penalty: 693.171326
	Iteration 34F: 3 clusters Score -73724.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Entering Unmasked Estep 
Score: -453301.281250 Penalty: 428.618896
	Iteration 0F: 2 clusters Score -453301.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -445110.468750 Penalty: 857.237793
	Iteration 0F: 3 clusters Score -445110.5 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -448543.062500 Penalty: 857.237793
	Iteration 1F: 3 clusters Score -448543.1 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -448813.375000 Penalty: 857.237793
	Iteration 2F: 3 clusters Score -448813.4 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -449120.437500 Penalty: 857.237793
	Iteration 3F: 3 clusters Score -449120.4 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -449486.281250 Penalty: 857.237793
	Iteration 4F: 3 clusters Score -449486.3 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -449895.375000 Penalty: 857.237793
	Iteration 5F: 3 clusters Score -449895.4 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -450335.937500 Penalty: 857.237793
	Iteration 6F: 3 clusters Score -450335.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -450816.875000 Penalty: 857.237793
	Iteration 7Q: 3 clusters Score -450816.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -451150.375000 Penalty: 857.237793
	Iteration 8Q: 3 clusters Score -451150.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -451352.250000 Penalty: 857.237793
	Iteration 9Q: 3 clusters Score -451352.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -451495.406250 Penalty: 857.237793
	Iteration 10Q: 3 clusters Score -451495.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -451606.968750 Penalty: 857.237793
	Iteration 11Q: 3 clusters Score -451607 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -451696.750000 Penalty: 857.237793
	Iteration 12Q: 3 clusters Score -451696.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -451791.875000 Penalty: 857.237793
	Iteration 13Q: 3 clusters Score -451791.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -451889.593750 Penalty: 857.237793
	Iteration 14Q: 3 clusters Score -451889.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -451988.125000 Penalty: 857.237793
	Iteration 15Q: 3 clusters Score -451988.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -452101.156250 Penalty: 857.237793
	Iteration 16Q: 3 clusters Score -452101.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -452198.500000 Penalty: 857.237793
	Iteration 17Q: 3 clusters Score -452198.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -452282.187500 Penalty: 857.237793
	Iteration 18Q: 3 clusters Score -452282.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -452358.593750 Penalty: 857.237793
	Iteration 19Q: 3 clusters Score -452358.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -452451.281250 Penalty: 857.237793
	Iteration 20F: 3 clusters Score -452451.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -452538.156250 Penalty: 857.237793
	Iteration 21Q: 3 clusters Score -452538.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -452607.093750 Penalty: 857.237793
	Iteration 22Q: 3 clusters Score -452607.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -452664.468750 Penalty: 857.237793
	Iteration 23Q: 3 clusters Score -452664.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -452708.468750 Penalty: 857.237793
	Iteration 24Q: 3 clusters Score -452708.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -452757.562500 Penalty: 857.237793
	Iteration 25Q: 3 clusters Score -452757.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -452796.125000 Penalty: 857.237793
	Iteration 26Q: 3 clusters Score -452796.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -452821.125000 Penalty: 857.237793
	Iteration 27Q: 3 clusters Score -452821.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -452847.218750 Penalty: 857.237793
	Iteration 28Q: 3 clusters Score -452847.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -452871.968750 Penalty: 857.237793
	Iteration 29Q: 3 clusters Score -452872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -452895.406250 Penalty: 857.237793
	Iteration 30Q: 3 clusters Score -452895.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -452905.062500 Penalty: 857.237793
	Iteration 31Q: 3 clusters Score -452905.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -452911.375000 Penalty: 857.237793
	Iteration 32Q: 3 clusters Score -452911.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -452917.656250 Penalty: 857.237793
	Iteration 33Q: 3 clusters Score -452917.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -452924.718750 Penalty: 857.237793
	Iteration 34Q: 3 clusters Score -452924.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -452931.625000 Penalty: 857.237793
	Iteration 35Q: 3 clusters Score -452931.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -452941.281250 Penalty: 857.237793
	Iteration 36Q: 3 clusters Score -452941.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -452950.125000 Penalty: 857.237793
	Iteration 37Q: 3 clusters Score -452950.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -452958.187500 Penalty: 857.237793
	Iteration 38Q: 3 clusters Score -452958.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -452966.781250 Penalty: 857.237793
	Iteration 39Q: 3 clusters Score -452966.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -452973.781250 Penalty: 857.237793
	Iteration 40F: 3 clusters Score -452973.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -452978.031250 Penalty: 857.237793
	Iteration 41Q: 3 clusters Score -452978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -452982.343750 Penalty: 857.237793
	Iteration 42Q: 3 clusters Score -452982.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -452987.062500 Penalty: 857.237793
	Iteration 43Q: 3 clusters Score -452987.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -452989.125000 Penalty: 857.237793
	Iteration 44Q: 3 clusters Score -452989.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -452989.125000 Penalty: 857.237793
	Iteration 45Q: 3 clusters Score -452989.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -452993.843750 Penalty: 857.237793
	Iteration 46Q: 3 clusters Score -452993.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -452998.968750 Penalty: 857.237793
	Iteration 47Q: 3 clusters Score -452999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -453000.562500 Penalty: 857.237793
	Iteration 48Q: 3 clusters Score -453000.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -453002.000000 Penalty: 857.237793
	Iteration 49Q: 3 clusters Score -453002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -453002.000000 Penalty: 857.237793
	Iteration 50F: 3 clusters Score -453002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (103897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103897 members 
Entering Unmasked Estep 
Score: -4008801.250000 Penalty: 525.577576
	Iteration 0F: 2 clusters Score -4008801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52089 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -3938444.750000 Penalty: 1051.155151
	Iteration 0F: 3 clusters Score -3938445 nChanged 51048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56105 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -3969708.250000 Penalty: 1051.155151
	Iteration 1F: 3 clusters Score -3969708 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -3971106.500000 Penalty: 1051.155151
	Iteration 2Q: 3 clusters Score -3971106 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62007 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -3973459.500000 Penalty: 1051.155151
	Iteration 3Q: 3 clusters Score -3973460 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -3977467.750000 Penalty: 1051.155151
	Iteration 4F: 3 clusters Score -3977468 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73298 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -3983510.500000 Penalty: 1051.155151
	Iteration 5F: 3 clusters Score -3983510 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79400 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3990035.750000 Penalty: 1051.155151
	Iteration 6F: 3 clusters Score -3990036 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84105 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -3994704.250000 Penalty: 1051.155151
	Iteration 7F: 3 clusters Score -3994704 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87537 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -3997549.000000 Penalty: 1051.155151
	Iteration 8Q: 3 clusters Score -3997549 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90346 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3999530.250000 Penalty: 1051.155151
	Iteration 9Q: 3 clusters Score -3999530 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92798 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -4001086.500000 Penalty: 1051.155151
	Iteration 10Q: 3 clusters Score -4001086 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95033 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -4002561.500000 Penalty: 1051.155151
	Iteration 11Q: 3 clusters Score -4002562 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96958 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -4003776.750000 Penalty: 1051.155151
	Iteration 12Q: 3 clusters Score -4003777 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98590 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -4004849.500000 Penalty: 1051.155151
	Iteration 13Q: 3 clusters Score -4004850 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99949 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -4005744.500000 Penalty: 1051.155151
	Iteration 14Q: 3 clusters Score -4005744 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101026 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -4006472.000000 Penalty: 1051.155151
	Iteration 15Q: 3 clusters Score -4006472 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101899 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4007034.250000 Penalty: 1051.155151
	Iteration 16Q: 3 clusters Score -4007034 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102559 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4007507.500000 Penalty: 1051.155151
	Iteration 17Q: 3 clusters Score -4007508 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103007 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4007839.000000 Penalty: 1051.155151
	Iteration 18Q: 3 clusters Score -4007839 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103305 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4008038.750000 Penalty: 1051.155151
	Iteration 19Q: 3 clusters Score -4008039 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103491 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4008166.750000 Penalty: 1051.155151
	Iteration 20F: 3 clusters Score -4008167 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103631 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4008258.250000 Penalty: 1051.155151
	Iteration 21Q: 3 clusters Score -4008258 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103697 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4008292.750000 Penalty: 1051.155151
	Iteration 22Q: 3 clusters Score -4008293 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103729 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4008305.250000 Penalty: 1051.155151
	Iteration 23Q: 3 clusters Score -4008305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103753 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -4008321.500000 Penalty: 1051.155151
	Iteration 24Q: 3 clusters Score -4008322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103775 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -4008337.500000 Penalty: 1051.155151
	Iteration 25Q: 3 clusters Score -4008338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103785 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4008348.500000 Penalty: 1051.155151
	Iteration 26Q: 3 clusters Score -4008348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103792 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -4008352.750000 Penalty: 1051.155151
	Iteration 27Q: 3 clusters Score -4008353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103794 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -4008352.500000 Penalty: 1051.155151
	Iteration 28Q: 3 clusters Score -4008352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103797 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -4008354.250000 Penalty: 1051.155151
	Iteration 29Q: 3 clusters Score -4008354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103797 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -4008354.000000 Penalty: 1051.155151
	Iteration 30Q: 3 clusters Score -4008354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103798 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -4008354.250000 Penalty: 1051.155151
	Iteration 31Q: 3 clusters Score -4008354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103800 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -4008354.250000 Penalty: 1051.155151
	Iteration 32Q: 3 clusters Score -4008354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103801 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4008357.000000 Penalty: 1051.155151
	Iteration 33Q: 3 clusters Score -4008357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103802 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -4008358.500000 Penalty: 1051.155151
	Iteration 34Q: 3 clusters Score -4008358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103804 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4008359.500000 Penalty: 1051.155151
	Iteration 35Q: 3 clusters Score -4008360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103805 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4008360.250000 Penalty: 1051.155151
	Iteration 36Q: 3 clusters Score -4008360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103805 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4008360.250000 Penalty: 1051.155151
	Iteration 37F: 3 clusters Score -4008360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -48761.621094 Penalty: 313.753571
	Iteration 0F: 2 clusters Score -48761.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -47955.257812 Penalty: 627.507141
	Iteration 0F: 3 clusters Score -47955.26 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -48165.667969 Penalty: 627.507141
	Iteration 1F: 3 clusters Score -48165.67 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -48210.027344 Penalty: 627.507141
	Iteration 2F: 3 clusters Score -48210.03 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -48237.066406 Penalty: 627.507141
	Iteration 3Q: 3 clusters Score -48237.07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -48263.062500 Penalty: 627.507141
	Iteration 4Q: 3 clusters Score -48263.06 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -48283.242188 Penalty: 627.507141
	Iteration 5Q: 3 clusters Score -48283.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -48298.640625 Penalty: 627.507141
	Iteration 6Q: 3 clusters Score -48298.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -48313.582031 Penalty: 627.507141
	Iteration 7Q: 3 clusters Score -48313.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -48329.847656 Penalty: 627.507141
	Iteration 8Q: 3 clusters Score -48329.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -48338.843750 Penalty: 627.507141
	Iteration 9Q: 3 clusters Score -48338.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -48345.816406 Penalty: 627.507141
	Iteration 10Q: 3 clusters Score -48345.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -48350.835938 Penalty: 627.507141
	Iteration 11Q: 3 clusters Score -48350.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -48357.277344 Penalty: 627.507141
	Iteration 12Q: 3 clusters Score -48357.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -48362.218750 Penalty: 627.507141
	Iteration 13Q: 3 clusters Score -48362.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -48370.734375 Penalty: 627.507141
	Iteration 14Q: 3 clusters Score -48370.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -48380.347656 Penalty: 627.507141
	Iteration 15Q: 3 clusters Score -48380.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -48392.382812 Penalty: 627.507141
	Iteration 16Q: 3 clusters Score -48392.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -48406.210938 Penalty: 627.507141
	Iteration 17Q: 3 clusters Score -48406.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -48411.093750 Penalty: 627.507141
	Iteration 18Q: 3 clusters Score -48411.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -48413.941406 Penalty: 627.507141
	Iteration 19Q: 3 clusters Score -48413.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -48415.824219 Penalty: 627.507141
	Iteration 20F: 3 clusters Score -48415.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -48416.425781 Penalty: 627.507141
	Iteration 21Q: 3 clusters Score -48416.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -48417.074219 Penalty: 627.507141
	Iteration 22Q: 3 clusters Score -48417.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -48418.261719 Penalty: 627.507141
	Iteration 23Q: 3 clusters Score -48418.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -48420.570312 Penalty: 627.507141
	Iteration 24Q: 3 clusters Score -48420.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -48421.890625 Penalty: 627.507141
	Iteration 25Q: 3 clusters Score -48421.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -48424.257812 Penalty: 627.507141
	Iteration 26Q: 3 clusters Score -48424.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -48425.863281 Penalty: 627.507141
	Iteration 27Q: 3 clusters Score -48425.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -48426.679688 Penalty: 627.507141
	Iteration 28Q: 3 clusters Score -48426.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -48426.984375 Penalty: 627.507141
	Iteration 29Q: 3 clusters Score -48426.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -48427.328125 Penalty: 627.507141
	Iteration 30Q: 3 clusters Score -48427.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -48427.328125 Penalty: 627.507141
	Iteration 31F: 3 clusters Score -48427.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Entering Unmasked Estep 
Score: -451427.812500 Penalty: 428.982666
	Iteration 0F: 2 clusters Score -451427.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -443175.968750 Penalty: 857.965332
	Iteration 0F: 3 clusters Score -443176 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -446486.812500 Penalty: 857.965332
	Iteration 1F: 3 clusters Score -446486.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -446644.531250 Penalty: 857.965332
	Iteration 2Q: 3 clusters Score -446644.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -446789.562500 Penalty: 857.965332
	Iteration 3Q: 3 clusters Score -446789.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -446975.656250 Penalty: 857.965332
	Iteration 4Q: 3 clusters Score -446975.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -447197.593750 Penalty: 857.965332
	Iteration 5Q: 3 clusters Score -447197.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -447563.062500 Penalty: 857.965332
	Iteration 6Q: 3 clusters Score -447563.1 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -448156.187500 Penalty: 857.965332
	Iteration 7F: 3 clusters Score -448156.2 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -448830.625000 Penalty: 857.965332
	Iteration 8F: 3 clusters Score -448830.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -449199.218750 Penalty: 857.965332
	Iteration 9F: 3 clusters Score -449199.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -449384.968750 Penalty: 857.965332
	Iteration 10Q: 3 clusters Score -449385 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -449516.375000 Penalty: 857.965332
	Iteration 11Q: 3 clusters Score -449516.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -449635.812500 Penalty: 857.965332
	Iteration 12Q: 3 clusters Score -449635.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -449744.781250 Penalty: 857.965332
	Iteration 13Q: 3 clusters Score -449744.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -449883.187500 Penalty: 857.965332
	Iteration 14Q: 3 clusters Score -449883.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -450025.156250 Penalty: 857.965332
	Iteration 15Q: 3 clusters Score -450025.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -450147.937500 Penalty: 857.965332
	Iteration 16Q: 3 clusters Score -450147.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -450246.625000 Penalty: 857.965332
	Iteration 17Q: 3 clusters Score -450246.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -450341.500000 Penalty: 857.965332
	Iteration 18Q: 3 clusters Score -450341.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -450428.343750 Penalty: 857.965332
	Iteration 19Q: 3 clusters Score -450428.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -450507.968750 Penalty: 857.965332
	Iteration 20F: 3 clusters Score -450508 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -450580.156250 Penalty: 857.965332
	Iteration 21Q: 3 clusters Score -450580.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -450658.062500 Penalty: 857.965332
	Iteration 22Q: 3 clusters Score -450658.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -450734.406250 Penalty: 857.965332
	Iteration 23Q: 3 clusters Score -450734.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -450781.343750 Penalty: 857.965332
	Iteration 24Q: 3 clusters Score -450781.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -450823.468750 Penalty: 857.965332
	Iteration 25Q: 3 clusters Score -450823.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -450865.062500 Penalty: 857.965332
	Iteration 26Q: 3 clusters Score -450865.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -450891.687500 Penalty: 857.965332
	Iteration 27Q: 3 clusters Score -450891.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -450918.562500 Penalty: 857.965332
	Iteration 28Q: 3 clusters Score -450918.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -450942.468750 Penalty: 857.965332
	Iteration 29Q: 3 clusters Score -450942.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -450964.593750 Penalty: 857.965332
	Iteration 30Q: 3 clusters Score -450964.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -450984.250000 Penalty: 857.965332
	Iteration 31Q: 3 clusters Score -450984.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -450996.062500 Penalty: 857.965332
	Iteration 32Q: 3 clusters Score -450996.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -451009.750000 Penalty: 857.965332
	Iteration 33Q: 3 clusters Score -451009.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -451024.000000 Penalty: 857.965332
	Iteration 34Q: 3 clusters Score -451024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -451034.437500 Penalty: 857.965332
	Iteration 35Q: 3 clusters Score -451034.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -451041.843750 Penalty: 857.965332
	Iteration 36Q: 3 clusters Score -451041.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -451051.187500 Penalty: 857.965332
	Iteration 37Q: 3 clusters Score -451051.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -451061.531250 Penalty: 857.965332
	Iteration 38Q: 3 clusters Score -451061.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -451066.781250 Penalty: 857.965332
	Iteration 39Q: 3 clusters Score -451066.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -451071.562500 Penalty: 857.965332
	Iteration 40F: 3 clusters Score -451071.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -451074.937500 Penalty: 857.965332
	Iteration 41Q: 3 clusters Score -451074.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -451076.781250 Penalty: 857.965332
	Iteration 42Q: 3 clusters Score -451076.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -451077.718750 Penalty: 857.965332
	Iteration 43Q: 3 clusters Score -451077.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -451078.468750 Penalty: 857.965332
	Iteration 44Q: 3 clusters Score -451078.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -451081.375000 Penalty: 857.965332
	Iteration 45Q: 3 clusters Score -451081.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -451082.875000 Penalty: 857.965332
	Iteration 46Q: 3 clusters Score -451082.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -451084.375000 Penalty: 857.965332
	Iteration 47Q: 3 clusters Score -451084.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -451084.968750 Penalty: 857.965332
	Iteration 48Q: 3 clusters Score -451085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -451086.531250 Penalty: 857.965332
	Iteration 49Q: 3 clusters Score -451086.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -451087.468750 Penalty: 857.965332
	Iteration 50Q: 3 clusters Score -451087.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -451087.937500 Penalty: 857.965332
	Iteration 51Q: 3 clusters Score -451087.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -451088.875000 Penalty: 857.965332
	Iteration 52Q: 3 clusters Score -451088.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -451089.750000 Penalty: 857.965332
	Iteration 53Q: 3 clusters Score -451089.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -451089.937500 Penalty: 857.965332
	Iteration 54Q: 3 clusters Score -451089.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -451089.937500 Penalty: 857.965332
	Iteration 55F: 3 clusters Score -451089.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Entering Unmasked Estep 
Score: -569157.000000 Penalty: 439.195648
	Iteration 0F: 2 clusters Score -569157 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 7832 members 
Entering Unmasked Estep 
Score: -558619.875000 Penalty: 878.391296
	Iteration 0F: 3 clusters Score -558619.9 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -563413.187500 Penalty: 878.391296
	Iteration 1F: 3 clusters Score -563413.2 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -564163.500000 Penalty: 878.391296
	Iteration 2F: 3 clusters Score -564163.5 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -565132.562500 Penalty: 878.391296
	Iteration 3F: 3 clusters Score -565132.6 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -566047.375000 Penalty: 878.391296
	Iteration 4F: 3 clusters Score -566047.4 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -566657.437500 Penalty: 878.391296
	Iteration 5F: 3 clusters Score -566657.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -567025.312500 Penalty: 878.391296
	Iteration 6Q: 3 clusters Score -567025.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -567271.125000 Penalty: 878.391296
	Iteration 7Q: 3 clusters Score -567271.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -567503.875000 Penalty: 878.391296
	Iteration 8Q: 3 clusters Score -567503.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -567812.062500 Penalty: 878.391296
	Iteration 9Q: 3 clusters Score -567812.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -568204.250000 Penalty: 878.391296
	Iteration 10Q: 3 clusters Score -568204.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -568413.250000 Penalty: 878.391296
	Iteration 11Q: 3 clusters Score -568413.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -568517.375000 Penalty: 878.391296
	Iteration 12Q: 3 clusters Score -568517.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -568578.562500 Penalty: 878.391296
	Iteration 13Q: 3 clusters Score -568578.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -568611.875000 Penalty: 878.391296
	Iteration 14Q: 3 clusters Score -568611.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -568647.562500 Penalty: 878.391296
	Iteration 15Q: 3 clusters Score -568647.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -568664.562500 Penalty: 878.391296
	Iteration 16Q: 3 clusters Score -568664.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -568681.312500 Penalty: 878.391296
	Iteration 17Q: 3 clusters Score -568681.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -568696.437500 Penalty: 878.391296
	Iteration 18Q: 3 clusters Score -568696.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -568717.937500 Penalty: 878.391296
	Iteration 19Q: 3 clusters Score -568717.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -568737.062500 Penalty: 878.391296
	Iteration 20F: 3 clusters Score -568737.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -568755.000000 Penalty: 878.391296
	Iteration 21Q: 3 clusters Score -568755 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -568768.875000 Penalty: 878.391296
	Iteration 22Q: 3 clusters Score -568768.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -568777.562500 Penalty: 878.391296
	Iteration 23Q: 3 clusters Score -568777.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -568787.437500 Penalty: 878.391296
	Iteration 24Q: 3 clusters Score -568787.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -568794.687500 Penalty: 878.391296
	Iteration 25Q: 3 clusters Score -568794.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -568801.500000 Penalty: 878.391296
	Iteration 26Q: 3 clusters Score -568801.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -568808.500000 Penalty: 878.391296
	Iteration 27Q: 3 clusters Score -568808.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -568811.125000 Penalty: 878.391296
	Iteration 28Q: 3 clusters Score -568811.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -568814.187500 Penalty: 878.391296
	Iteration 29Q: 3 clusters Score -568814.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -568815.250000 Penalty: 878.391296
	Iteration 30Q: 3 clusters Score -568815.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -568818.812500 Penalty: 878.391296
	Iteration 31Q: 3 clusters Score -568818.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -568821.375000 Penalty: 878.391296
	Iteration 32Q: 3 clusters Score -568821.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -568824.500000 Penalty: 878.391296
	Iteration 33Q: 3 clusters Score -568824.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -568828.562500 Penalty: 878.391296
	Iteration 34Q: 3 clusters Score -568828.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -568831.937500 Penalty: 878.391296
	Iteration 35Q: 3 clusters Score -568831.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -568837.312500 Penalty: 878.391296
	Iteration 36Q: 3 clusters Score -568837.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -568841.125000 Penalty: 878.391296
	Iteration 37Q: 3 clusters Score -568841.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -568842.187500 Penalty: 878.391296
	Iteration 38Q: 3 clusters Score -568842.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -568845.500000 Penalty: 878.391296
	Iteration 39Q: 3 clusters Score -568845.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -568849.875000 Penalty: 878.391296
	Iteration 40F: 3 clusters Score -568849.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -568852.687500 Penalty: 878.391296
	Iteration 41Q: 3 clusters Score -568852.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -568856.250000 Penalty: 878.391296
	Iteration 42Q: 3 clusters Score -568856.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -568860.875000 Penalty: 878.391296
	Iteration 43Q: 3 clusters Score -568860.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -568867.062500 Penalty: 878.391296
	Iteration 44Q: 3 clusters Score -568867.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -568872.000000 Penalty: 878.391296
	Iteration 45Q: 3 clusters Score -568872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -568873.187500 Penalty: 878.391296
	Iteration 46Q: 3 clusters Score -568873.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -568873.500000 Penalty: 878.391296
	Iteration 47Q: 3 clusters Score -568873.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -568873.187500 Penalty: 878.391296
	Iteration 48Q: 3 clusters Score -568873.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -568874.750000 Penalty: 878.391296
	Iteration 49Q: 3 clusters Score -568874.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -568875.687500 Penalty: 878.391296
	Iteration 50Q: 3 clusters Score -568875.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -568877.812500 Penalty: 878.391296
	Iteration 51Q: 3 clusters Score -568877.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -568879.062500 Penalty: 878.391296
	Iteration 52Q: 3 clusters Score -568879.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -568879.500000 Penalty: 878.391296
	Iteration 53Q: 3 clusters Score -568879.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -568880.000000 Penalty: 878.391296
	Iteration 54Q: 3 clusters Score -568880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -568879.812500 Penalty: 878.391296
	Iteration 55Q: 3 clusters Score -568879.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -568879.625000 Penalty: 878.391296
	Iteration 56Q: 3 clusters Score -568879.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -568880.062500 Penalty: 878.391296
	Iteration 57Q: 3 clusters Score -568880.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -568880.125000 Penalty: 878.391296
	Iteration 58Q: 3 clusters Score -568880.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -568881.437500 Penalty: 878.391296
	Iteration 59Q: 3 clusters Score -568881.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -568881.750000 Penalty: 878.391296
	Iteration 60F: 3 clusters Score -568881.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -568882.687500 Penalty: 878.391296
	Iteration 61Q: 3 clusters Score -568882.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -568882.937500 Penalty: 878.391296
	Iteration 62Q: 3 clusters Score -568882.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -568881.562500 Penalty: 878.391296
	Iteration 63Q: 3 clusters Score -568881.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -568881.562500 Penalty: 878.391296
	Iteration 64F: 3 clusters Score -568881.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Entering Unmasked Estep 
Score: -774548.375000 Penalty: 452.017609
	Iteration 0F: 2 clusters Score -774548.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -760807.562500 Penalty: 904.035217
	Iteration 0F: 3 clusters Score -760807.6 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -767428.062500 Penalty: 904.035217
	Iteration 1F: 3 clusters Score -767428.1 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -768133.500000 Penalty: 904.035217
	Iteration 2F: 3 clusters Score -768133.5 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -768816.625000 Penalty: 904.035217
	Iteration 3F: 3 clusters Score -768816.6 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -769589.062500 Penalty: 904.035217
	Iteration 4F: 3 clusters Score -769589.1 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -770411.500000 Penalty: 904.035217
	Iteration 5F: 3 clusters Score -770411.5 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -771151.500000 Penalty: 904.035217
	Iteration 6Q: 3 clusters Score -771151.5 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -771668.500000 Penalty: 904.035217
	Iteration 7Q: 3 clusters Score -771668.5 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -772005.000000 Penalty: 904.035217
	Iteration 8Q: 3 clusters Score -772005 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -772240.062500 Penalty: 904.035217
	Iteration 9Q: 3 clusters Score -772240.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -772409.125000 Penalty: 904.035217
	Iteration 10Q: 3 clusters Score -772409.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -772550.937500 Penalty: 904.035217
	Iteration 11Q: 3 clusters Score -772550.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -772680.687500 Penalty: 904.035217
	Iteration 12Q: 3 clusters Score -772680.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -772816.812500 Penalty: 904.035217
	Iteration 13Q: 3 clusters Score -772816.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -772971.500000 Penalty: 904.035217
	Iteration 14Q: 3 clusters Score -772971.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -773112.500000 Penalty: 904.035217
	Iteration 15Q: 3 clusters Score -773112.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -773251.000000 Penalty: 904.035217
	Iteration 16Q: 3 clusters Score -773251 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -773377.187500 Penalty: 904.035217
	Iteration 17Q: 3 clusters Score -773377.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -773501.000000 Penalty: 904.035217
	Iteration 18Q: 3 clusters Score -773501 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -773613.125000 Penalty: 904.035217
	Iteration 19Q: 3 clusters Score -773613.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -773705.375000 Penalty: 904.035217
	Iteration 20F: 3 clusters Score -773705.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -773779.062500 Penalty: 904.035217
	Iteration 21Q: 3 clusters Score -773779.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -773857.125000 Penalty: 904.035217
	Iteration 22Q: 3 clusters Score -773857.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -773941.875000 Penalty: 904.035217
	Iteration 23Q: 3 clusters Score -773941.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -774004.750000 Penalty: 904.035217
	Iteration 24Q: 3 clusters Score -774004.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -774054.500000 Penalty: 904.035217
	Iteration 25Q: 3 clusters Score -774054.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -774093.937500 Penalty: 904.035217
	Iteration 26Q: 3 clusters Score -774093.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -774124.250000 Penalty: 904.035217
	Iteration 27Q: 3 clusters Score -774124.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -774148.937500 Penalty: 904.035217
	Iteration 28Q: 3 clusters Score -774148.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -774167.687500 Penalty: 904.035217
	Iteration 29Q: 3 clusters Score -774167.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -774181.062500 Penalty: 904.035217
	Iteration 30Q: 3 clusters Score -774181.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -774190.250000 Penalty: 904.035217
	Iteration 31Q: 3 clusters Score -774190.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -774201.562500 Penalty: 904.035217
	Iteration 32Q: 3 clusters Score -774201.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -774214.437500 Penalty: 904.035217
	Iteration 33Q: 3 clusters Score -774214.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -774224.562500 Penalty: 904.035217
	Iteration 34Q: 3 clusters Score -774224.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -774230.812500 Penalty: 904.035217
	Iteration 35Q: 3 clusters Score -774230.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -774236.375000 Penalty: 904.035217
	Iteration 36Q: 3 clusters Score -774236.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -774239.437500 Penalty: 904.035217
	Iteration 37Q: 3 clusters Score -774239.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -774241.187500 Penalty: 904.035217
	Iteration 38Q: 3 clusters Score -774241.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -774241.562500 Penalty: 904.035217
	Iteration 39Q: 3 clusters Score -774241.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -774241.750000 Penalty: 904.035217
	Iteration 40F: 3 clusters Score -774241.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -774242.500000 Penalty: 904.035217
	Iteration 41Q: 3 clusters Score -774242.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -774242.375000 Penalty: 904.035217
	Iteration 42Q: 3 clusters Score -774242.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -774242.625000 Penalty: 904.035217
	Iteration 43Q: 3 clusters Score -774242.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -774242.812500 Penalty: 904.035217
	Iteration 44Q: 3 clusters Score -774242.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -774244.187500 Penalty: 904.035217
	Iteration 45Q: 3 clusters Score -774244.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -774244.187500 Penalty: 904.035217
	Iteration 46Q: 3 clusters Score -774244.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -774244.750000 Penalty: 904.035217
	Iteration 47Q: 3 clusters Score -774244.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -774244.437500 Penalty: 904.035217
	Iteration 48Q: 3 clusters Score -774244.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -774245.375000 Penalty: 904.035217
	Iteration 49Q: 3 clusters Score -774245.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -774246.250000 Penalty: 904.035217
	Iteration 50Q: 3 clusters Score -774246.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -774246.250000 Penalty: 904.035217
	Iteration 51F: 3 clusters Score -774246.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Entering Unmasked Estep 
Score: -337979.937500 Penalty: 416.946869
	Iteration 0F: 2 clusters Score -337979.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -331548.656250 Penalty: 833.893738
	Iteration 0F: 3 clusters Score -331548.7 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -334186.968750 Penalty: 833.893738
	Iteration 1F: 3 clusters Score -334187 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -334426.093750 Penalty: 833.893738
	Iteration 2F: 3 clusters Score -334426.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -334679.062500 Penalty: 833.893738
	Iteration 3F: 3 clusters Score -334679.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -334990.968750 Penalty: 833.893738
	Iteration 4F: 3 clusters Score -334991 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -335367.656250 Penalty: 833.893738
	Iteration 5F: 3 clusters Score -335367.7 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -335820.281250 Penalty: 833.893738
	Iteration 6F: 3 clusters Score -335820.3 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -336275.718750 Penalty: 833.893738
	Iteration 7F: 3 clusters Score -336275.7 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -336709.437500 Penalty: 833.893738
	Iteration 8F: 3 clusters Score -336709.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -337056.281250 Penalty: 833.893738
	Iteration 9Q: 3 clusters Score -337056.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -337296.093750 Penalty: 833.893738
	Iteration 10Q: 3 clusters Score -337296.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -337434.406250 Penalty: 833.893738
	Iteration 11Q: 3 clusters Score -337434.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -337510.437500 Penalty: 833.893738
	Iteration 12Q: 3 clusters Score -337510.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -337547.875000 Penalty: 833.893738
	Iteration 13Q: 3 clusters Score -337547.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -337576.687500 Penalty: 833.893738
	Iteration 14Q: 3 clusters Score -337576.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -337594.250000 Penalty: 833.893738
	Iteration 15Q: 3 clusters Score -337594.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -337603.531250 Penalty: 833.893738
	Iteration 16Q: 3 clusters Score -337603.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -337610.968750 Penalty: 833.893738
	Iteration 17Q: 3 clusters Score -337611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -337615.750000 Penalty: 833.893738
	Iteration 18Q: 3 clusters Score -337615.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -337618.781250 Penalty: 833.893738
	Iteration 19Q: 3 clusters Score -337618.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -337621.593750 Penalty: 833.893738
	Iteration 20F: 3 clusters Score -337621.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -337622.250000 Penalty: 833.893738
	Iteration 21Q: 3 clusters Score -337622.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -337622.468750 Penalty: 833.893738
	Iteration 22Q: 3 clusters Score -337622.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -337623.250000 Penalty: 833.893738
	Iteration 23Q: 3 clusters Score -337623.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -337624.437500 Penalty: 833.893738
	Iteration 24Q: 3 clusters Score -337624.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -337624.437500 Penalty: 833.893738
	Iteration 25F: 3 clusters Score -337624.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Entering Unmasked Estep 
Score: -146584.062500 Penalty: 378.790405
	Iteration 0F: 2 clusters Score -146584.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -143861.062500 Penalty: 757.580811
	Iteration 0F: 3 clusters Score -143861.1 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -145062.750000 Penalty: 757.580811
	Iteration 1F: 3 clusters Score -145062.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -145350.296875 Penalty: 757.580811
	Iteration 2F: 3 clusters Score -145350.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -145619.187500 Penalty: 757.580811
	Iteration 3F: 3 clusters Score -145619.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -145845.734375 Penalty: 757.580811
	Iteration 4F: 3 clusters Score -145845.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -145988.984375 Penalty: 757.580811
	Iteration 5Q: 3 clusters Score -145989 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -146065.734375 Penalty: 757.580811
	Iteration 6Q: 3 clusters Score -146065.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -146113.968750 Penalty: 757.580811
	Iteration 7Q: 3 clusters Score -146114 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -146149.937500 Penalty: 757.580811
	Iteration 8Q: 3 clusters Score -146149.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -146180.343750 Penalty: 757.580811
	Iteration 9Q: 3 clusters Score -146180.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -146203.796875 Penalty: 757.580811
	Iteration 10Q: 3 clusters Score -146203.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -146222.921875 Penalty: 757.580811
	Iteration 11Q: 3 clusters Score -146222.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -146231.250000 Penalty: 757.580811
	Iteration 12Q: 3 clusters Score -146231.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -146239.546875 Penalty: 757.580811
	Iteration 13Q: 3 clusters Score -146239.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -146244.750000 Penalty: 757.580811
	Iteration 14Q: 3 clusters Score -146244.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -146249.125000 Penalty: 757.580811
	Iteration 15Q: 3 clusters Score -146249.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -146256.203125 Penalty: 757.580811
	Iteration 16Q: 3 clusters Score -146256.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -146262.921875 Penalty: 757.580811
	Iteration 17Q: 3 clusters Score -146262.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -146265.625000 Penalty: 757.580811
	Iteration 18Q: 3 clusters Score -146265.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -146269.453125 Penalty: 757.580811
	Iteration 19Q: 3 clusters Score -146269.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -146272.984375 Penalty: 757.580811
	Iteration 20F: 3 clusters Score -146273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -146274.531250 Penalty: 757.580811
	Iteration 21Q: 3 clusters Score -146274.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -146274.968750 Penalty: 757.580811
	Iteration 22Q: 3 clusters Score -146275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -146274.968750 Penalty: 757.580811
	Iteration 23F: 3 clusters Score -146275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Entering Unmasked Estep 
Score: -118699.359375 Penalty: 369.527344
	Iteration 0F: 2 clusters Score -118699.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -116381.085938 Penalty: 739.054688
	Iteration 0F: 3 clusters Score -116381.1 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -117186.429688 Penalty: 739.054688
	Iteration 1F: 3 clusters Score -117186.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -117275.078125 Penalty: 739.054688
	Iteration 2F: 3 clusters Score -117275.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -117340.703125 Penalty: 739.054688
	Iteration 3F: 3 clusters Score -117340.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -117402.304688 Penalty: 739.054688
	Iteration 4Q: 3 clusters Score -117402.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -117454.640625 Penalty: 739.054688
	Iteration 5Q: 3 clusters Score -117454.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -117517.687500 Penalty: 739.054688
	Iteration 6Q: 3 clusters Score -117517.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -117588.203125 Penalty: 739.054688
	Iteration 7Q: 3 clusters Score -117588.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -117691.000000 Penalty: 739.054688
	Iteration 8Q: 3 clusters Score -117691 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -117803.429688 Penalty: 739.054688
	Iteration 9Q: 3 clusters Score -117803.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -117907.953125 Penalty: 739.054688
	Iteration 10Q: 3 clusters Score -117908 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -117968.546875 Penalty: 739.054688
	Iteration 11Q: 3 clusters Score -117968.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -117998.812500 Penalty: 739.054688
	Iteration 12Q: 3 clusters Score -117998.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -118018.437500 Penalty: 739.054688
	Iteration 13Q: 3 clusters Score -118018.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -118030.046875 Penalty: 739.054688
	Iteration 14Q: 3 clusters Score -118030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -118037.734375 Penalty: 739.054688
	Iteration 15Q: 3 clusters Score -118037.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -118041.125000 Penalty: 739.054688
	Iteration 16Q: 3 clusters Score -118041.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -118044.539062 Penalty: 739.054688
	Iteration 17Q: 3 clusters Score -118044.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -118046.437500 Penalty: 739.054688
	Iteration 18Q: 3 clusters Score -118046.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -118050.179688 Penalty: 739.054688
	Iteration 19Q: 3 clusters Score -118050.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -118057.140625 Penalty: 739.054688
	Iteration 20F: 3 clusters Score -118057.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -118067.945312 Penalty: 739.054688
	Iteration 21Q: 3 clusters Score -118067.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -118077.007812 Penalty: 739.054688
	Iteration 22Q: 3 clusters Score -118077 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -118086.765625 Penalty: 739.054688
	Iteration 23Q: 3 clusters Score -118086.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -118096.164062 Penalty: 739.054688
	Iteration 24Q: 3 clusters Score -118096.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -118102.859375 Penalty: 739.054688
	Iteration 25Q: 3 clusters Score -118102.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -118109.820312 Penalty: 739.054688
	Iteration 26Q: 3 clusters Score -118109.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -118117.804688 Penalty: 739.054688
	Iteration 27Q: 3 clusters Score -118117.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -118132.054688 Penalty: 739.054688
	Iteration 28Q: 3 clusters Score -118132.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -118148.796875 Penalty: 739.054688
	Iteration 29Q: 3 clusters Score -118148.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -118166.187500 Penalty: 739.054688
	Iteration 30Q: 3 clusters Score -118166.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -118175.257812 Penalty: 739.054688
	Iteration 31Q: 3 clusters Score -118175.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -118186.703125 Penalty: 739.054688
	Iteration 32Q: 3 clusters Score -118186.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -118195.179688 Penalty: 739.054688
	Iteration 33Q: 3 clusters Score -118195.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -118202.382812 Penalty: 739.054688
	Iteration 34Q: 3 clusters Score -118202.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -118204.015625 Penalty: 739.054688
	Iteration 35Q: 3 clusters Score -118204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -118205.789062 Penalty: 739.054688
	Iteration 36Q: 3 clusters Score -118205.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -118208.562500 Penalty: 739.054688
	Iteration 37Q: 3 clusters Score -118208.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -118212.132812 Penalty: 739.054688
	Iteration 38Q: 3 clusters Score -118212.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -118215.148438 Penalty: 739.054688
	Iteration 39Q: 3 clusters Score -118215.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -118218.632812 Penalty: 739.054688
	Iteration 40F: 3 clusters Score -118218.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -118225.289062 Penalty: 739.054688
	Iteration 41Q: 3 clusters Score -118225.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -118230.343750 Penalty: 739.054688
	Iteration 42Q: 3 clusters Score -118230.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -118237.867188 Penalty: 739.054688
	Iteration 43Q: 3 clusters Score -118237.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -118240.632812 Penalty: 739.054688
	Iteration 44Q: 3 clusters Score -118240.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -118243.304688 Penalty: 739.054688
	Iteration 45Q: 3 clusters Score -118243.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -118247.273438 Penalty: 739.054688
	Iteration 46Q: 3 clusters Score -118247.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -118252.078125 Penalty: 739.054688
	Iteration 47Q: 3 clusters Score -118252.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -118256.539062 Penalty: 739.054688
	Iteration 48Q: 3 clusters Score -118256.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -118260.953125 Penalty: 739.054688
	Iteration 49Q: 3 clusters Score -118261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -118266.765625 Penalty: 739.054688
	Iteration 50Q: 3 clusters Score -118266.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -118270.859375 Penalty: 739.054688
	Iteration 51Q: 3 clusters Score -118270.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -118275.187500 Penalty: 739.054688
	Iteration 52Q: 3 clusters Score -118275.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -118279.156250 Penalty: 739.054688
	Iteration 53Q: 3 clusters Score -118279.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -118283.625000 Penalty: 739.054688
	Iteration 54Q: 3 clusters Score -118283.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -118285.609375 Penalty: 739.054688
	Iteration 55Q: 3 clusters Score -118285.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -118286.554688 Penalty: 739.054688
	Iteration 56Q: 3 clusters Score -118286.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -118287.765625 Penalty: 739.054688
	Iteration 57Q: 3 clusters Score -118287.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -118288.421875 Penalty: 739.054688
	Iteration 58Q: 3 clusters Score -118288.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -118288.867188 Penalty: 739.054688
	Iteration 59Q: 3 clusters Score -118288.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -118289.367188 Penalty: 739.054688
	Iteration 60F: 3 clusters Score -118289.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -118289.859375 Penalty: 739.054688
	Iteration 61Q: 3 clusters Score -118289.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -118290.296875 Penalty: 739.054688
	Iteration 62Q: 3 clusters Score -118290.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -118291.203125 Penalty: 739.054688
	Iteration 63Q: 3 clusters Score -118291.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -118291.804688 Penalty: 739.054688
	Iteration 64Q: 3 clusters Score -118291.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -118291.804688 Penalty: 739.054688
	Iteration 65F: 3 clusters Score -118291.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Entering Unmasked Estep 
Score: -595210.187500 Penalty: 440.532349
	Iteration 0F: 2 clusters Score -595210.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -584485.562500 Penalty: 881.064697
	Iteration 0F: 3 clusters Score -584485.6 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -589073.687500 Penalty: 881.064697
	Iteration 1F: 3 clusters Score -589073.7 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -589554.625000 Penalty: 881.064697
	Iteration 2F: 3 clusters Score -589554.6 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -590065.937500 Penalty: 881.064697
	Iteration 3F: 3 clusters Score -590065.9 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -590631.750000 Penalty: 881.064697
	Iteration 4F: 3 clusters Score -590631.8 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -591318.687500 Penalty: 881.064697
	Iteration 5F: 3 clusters Score -591318.7 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -592061.500000 Penalty: 881.064697
	Iteration 6F: 3 clusters Score -592061.5 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -592656.750000 Penalty: 881.064697
	Iteration 7Q: 3 clusters Score -592656.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -592987.125000 Penalty: 881.064697
	Iteration 8Q: 3 clusters Score -592987.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -593172.625000 Penalty: 881.064697
	Iteration 9Q: 3 clusters Score -593172.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -593308.250000 Penalty: 881.064697
	Iteration 10Q: 3 clusters Score -593308.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -593410.187500 Penalty: 881.064697
	Iteration 11Q: 3 clusters Score -593410.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -593488.187500 Penalty: 881.064697
	Iteration 12Q: 3 clusters Score -593488.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -593552.375000 Penalty: 881.064697
	Iteration 13Q: 3 clusters Score -593552.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -593610.125000 Penalty: 881.064697
	Iteration 14Q: 3 clusters Score -593610.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -593653.062500 Penalty: 881.064697
	Iteration 15Q: 3 clusters Score -593653.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -593686.500000 Penalty: 881.064697
	Iteration 16Q: 3 clusters Score -593686.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -593721.437500 Penalty: 881.064697
	Iteration 17Q: 3 clusters Score -593721.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -593768.500000 Penalty: 881.064697
	Iteration 18Q: 3 clusters Score -593768.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -593842.812500 Penalty: 881.064697
	Iteration 19Q: 3 clusters Score -593842.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -593926.750000 Penalty: 881.064697
	Iteration 20F: 3 clusters Score -593926.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -594011.125000 Penalty: 881.064697
	Iteration 21Q: 3 clusters Score -594011.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -594081.750000 Penalty: 881.064697
	Iteration 22Q: 3 clusters Score -594081.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -594134.812500 Penalty: 881.064697
	Iteration 23Q: 3 clusters Score -594134.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -594183.000000 Penalty: 881.064697
	Iteration 24Q: 3 clusters Score -594183 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -594220.625000 Penalty: 881.064697
	Iteration 25Q: 3 clusters Score -594220.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -594259.000000 Penalty: 881.064697
	Iteration 26Q: 3 clusters Score -594259 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -594292.062500 Penalty: 881.064697
	Iteration 27Q: 3 clusters Score -594292.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -594329.312500 Penalty: 881.064697
	Iteration 28Q: 3 clusters Score -594329.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -594357.312500 Penalty: 881.064697
	Iteration 29Q: 3 clusters Score -594357.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -594389.500000 Penalty: 881.064697
	Iteration 30Q: 3 clusters Score -594389.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -594427.437500 Penalty: 881.064697
	Iteration 31Q: 3 clusters Score -594427.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -594466.000000 Penalty: 881.064697
	Iteration 32Q: 3 clusters Score -594466 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -594500.562500 Penalty: 881.064697
	Iteration 33Q: 3 clusters Score -594500.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -594527.687500 Penalty: 881.064697
	Iteration 34Q: 3 clusters Score -594527.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -594544.875000 Penalty: 881.064697
	Iteration 35Q: 3 clusters Score -594544.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -594564.625000 Penalty: 881.064697
	Iteration 36Q: 3 clusters Score -594564.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -594593.312500 Penalty: 881.064697
	Iteration 37Q: 3 clusters Score -594593.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -594622.875000 Penalty: 881.064697
	Iteration 38Q: 3 clusters Score -594622.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -594648.250000 Penalty: 881.064697
	Iteration 39Q: 3 clusters Score -594648.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -594675.812500 Penalty: 881.064697
	Iteration 40F: 3 clusters Score -594675.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -594704.250000 Penalty: 881.064697
	Iteration 41Q: 3 clusters Score -594704.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -594725.187500 Penalty: 881.064697
	Iteration 42Q: 3 clusters Score -594725.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -594741.500000 Penalty: 881.064697
	Iteration 43Q: 3 clusters Score -594741.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -594762.687500 Penalty: 881.064697
	Iteration 44Q: 3 clusters Score -594762.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -594773.437500 Penalty: 881.064697
	Iteration 45Q: 3 clusters Score -594773.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -594783.312500 Penalty: 881.064697
	Iteration 46Q: 3 clusters Score -594783.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -594788.250000 Penalty: 881.064697
	Iteration 47Q: 3 clusters Score -594788.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -594793.750000 Penalty: 881.064697
	Iteration 48Q: 3 clusters Score -594793.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -594798.812500 Penalty: 881.064697
	Iteration 49Q: 3 clusters Score -594798.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -594803.187500 Penalty: 881.064697
	Iteration 50Q: 3 clusters Score -594803.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -594809.812500 Penalty: 881.064697
	Iteration 51Q: 3 clusters Score -594809.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -594815.812500 Penalty: 881.064697
	Iteration 52Q: 3 clusters Score -594815.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -594819.125000 Penalty: 881.064697
	Iteration 53Q: 3 clusters Score -594819.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -594823.375000 Penalty: 881.064697
	Iteration 54Q: 3 clusters Score -594823.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -594825.437500 Penalty: 881.064697
	Iteration 55Q: 3 clusters Score -594825.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -594825.437500 Penalty: 881.064697
	Iteration 56Q: 3 clusters Score -594825.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -594826.062500 Penalty: 881.064697
	Iteration 57Q: 3 clusters Score -594826.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -594826.812500 Penalty: 881.064697
	Iteration 58Q: 3 clusters Score -594826.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -594828.125000 Penalty: 881.064697
	Iteration 59Q: 3 clusters Score -594828.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -594828.125000 Penalty: 881.064697
	Iteration 60F: 3 clusters Score -594828.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Entering Unmasked Estep 
Score: -27935.912109 Penalty: 305.439514
	Iteration 0F: 2 clusters Score -27935.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -27222.966797 Penalty: 610.879028
	Iteration 0F: 3 clusters Score -27222.97 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -27414.089844 Penalty: 610.879028
	Iteration 1F: 3 clusters Score -27414.09 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -27462.718750 Penalty: 610.879028
	Iteration 2F: 3 clusters Score -27462.72 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -27502.431641 Penalty: 610.879028
	Iteration 3F: 3 clusters Score -27502.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -27522.757812 Penalty: 610.879028
	Iteration 4Q: 3 clusters Score -27522.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -27540.820312 Penalty: 610.879028
	Iteration 5Q: 3 clusters Score -27540.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -27556.605469 Penalty: 610.879028
	Iteration 6Q: 3 clusters Score -27556.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -27567.300781 Penalty: 610.879028
	Iteration 7Q: 3 clusters Score -27567.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -27575.001953 Penalty: 610.879028
	Iteration 8Q: 3 clusters Score -27575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -27578.015625 Penalty: 610.879028
	Iteration 9Q: 3 clusters Score -27578.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -27582.265625 Penalty: 610.879028
	Iteration 10Q: 3 clusters Score -27582.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -27585.380859 Penalty: 610.879028
	Iteration 11Q: 3 clusters Score -27585.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -27588.046875 Penalty: 610.879028
	Iteration 12Q: 3 clusters Score -27588.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -27589.556641 Penalty: 610.879028
	Iteration 13Q: 3 clusters Score -27589.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -27590.787109 Penalty: 610.879028
	Iteration 14Q: 3 clusters Score -27590.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -27591.400391 Penalty: 610.879028
	Iteration 15Q: 3 clusters Score -27591.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -27591.691406 Penalty: 610.879028
	Iteration 16Q: 3 clusters Score -27591.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -27591.691406 Penalty: 610.879028
	Iteration 17F: 3 clusters Score -27591.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Entering Unmasked Estep 
Score: -436476.875000 Penalty: 426.361694
	Iteration 0F: 2 clusters Score -436476.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -428680.843750 Penalty: 852.723389
	Iteration 0F: 3 clusters Score -428680.8 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -431854.593750 Penalty: 852.723389
	Iteration 1F: 3 clusters Score -431854.6 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -432248.125000 Penalty: 852.723389
	Iteration 2F: 3 clusters Score -432248.1 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -432741.218750 Penalty: 852.723389
	Iteration 3F: 3 clusters Score -432741.2 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -433333.031250 Penalty: 852.723389
	Iteration 4F: 3 clusters Score -433333 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -433921.531250 Penalty: 852.723389
	Iteration 5F: 3 clusters Score -433921.5 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -434382.906250 Penalty: 852.723389
	Iteration 6F: 3 clusters Score -434382.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -434801.500000 Penalty: 852.723389
	Iteration 7Q: 3 clusters Score -434801.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -435236.968750 Penalty: 852.723389
	Iteration 8Q: 3 clusters Score -435237 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -435650.156250 Penalty: 852.723389
	Iteration 9Q: 3 clusters Score -435650.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -435922.875000 Penalty: 852.723389
	Iteration 10Q: 3 clusters Score -435922.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -436064.000000 Penalty: 852.723389
	Iteration 11Q: 3 clusters Score -436064 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -436130.875000 Penalty: 852.723389
	Iteration 12Q: 3 clusters Score -436130.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -436166.531250 Penalty: 852.723389
	Iteration 13Q: 3 clusters Score -436166.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -436193.500000 Penalty: 852.723389
	Iteration 14Q: 3 clusters Score -436193.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -436208.156250 Penalty: 852.723389
	Iteration 15Q: 3 clusters Score -436208.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -436218.593750 Penalty: 852.723389
	Iteration 16Q: 3 clusters Score -436218.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -436230.031250 Penalty: 852.723389
	Iteration 17Q: 3 clusters Score -436230 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -436239.500000 Penalty: 852.723389
	Iteration 18Q: 3 clusters Score -436239.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -436248.312500 Penalty: 852.723389
	Iteration 19Q: 3 clusters Score -436248.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -436256.656250 Penalty: 852.723389
	Iteration 20F: 3 clusters Score -436256.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -436265.000000 Penalty: 852.723389
	Iteration 21Q: 3 clusters Score -436265 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -436272.312500 Penalty: 852.723389
	Iteration 22Q: 3 clusters Score -436272.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -436279.875000 Penalty: 852.723389
	Iteration 23Q: 3 clusters Score -436279.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -436287.562500 Penalty: 852.723389
	Iteration 24Q: 3 clusters Score -436287.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -436290.187500 Penalty: 852.723389
	Iteration 25Q: 3 clusters Score -436290.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -436294.156250 Penalty: 852.723389
	Iteration 26Q: 3 clusters Score -436294.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -436297.406250 Penalty: 852.723389
	Iteration 27Q: 3 clusters Score -436297.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -436300.281250 Penalty: 852.723389
	Iteration 28Q: 3 clusters Score -436300.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -436303.062500 Penalty: 852.723389
	Iteration 29Q: 3 clusters Score -436303.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -436305.437500 Penalty: 852.723389
	Iteration 30Q: 3 clusters Score -436305.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -436308.500000 Penalty: 852.723389
	Iteration 31Q: 3 clusters Score -436308.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -436311.968750 Penalty: 852.723389
	Iteration 32Q: 3 clusters Score -436312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -436316.406250 Penalty: 852.723389
	Iteration 33Q: 3 clusters Score -436316.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -436319.343750 Penalty: 852.723389
	Iteration 34Q: 3 clusters Score -436319.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -436321.812500 Penalty: 852.723389
	Iteration 35Q: 3 clusters Score -436321.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -436324.500000 Penalty: 852.723389
	Iteration 36Q: 3 clusters Score -436324.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -436330.812500 Penalty: 852.723389
	Iteration 37Q: 3 clusters Score -436330.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -436336.750000 Penalty: 852.723389
	Iteration 38Q: 3 clusters Score -436336.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -436341.750000 Penalty: 852.723389
	Iteration 39Q: 3 clusters Score -436341.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -436347.093750 Penalty: 852.723389
	Iteration 40F: 3 clusters Score -436347.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -436350.500000 Penalty: 852.723389
	Iteration 41Q: 3 clusters Score -436350.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -436353.312500 Penalty: 852.723389
	Iteration 42Q: 3 clusters Score -436353.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -436354.968750 Penalty: 852.723389
	Iteration 43Q: 3 clusters Score -436355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -436357.375000 Penalty: 852.723389
	Iteration 44Q: 3 clusters Score -436357.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -436359.531250 Penalty: 852.723389
	Iteration 45Q: 3 clusters Score -436359.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -436363.406250 Penalty: 852.723389
	Iteration 46Q: 3 clusters Score -436363.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -436367.312500 Penalty: 852.723389
	Iteration 47Q: 3 clusters Score -436367.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -436368.781250 Penalty: 852.723389
	Iteration 48Q: 3 clusters Score -436368.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -436369.843750 Penalty: 852.723389
	Iteration 49Q: 3 clusters Score -436369.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -436371.062500 Penalty: 852.723389
	Iteration 50Q: 3 clusters Score -436371.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -436370.906250 Penalty: 852.723389
	Iteration 51Q: 3 clusters Score -436370.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -436372.250000 Penalty: 852.723389
	Iteration 52Q: 3 clusters Score -436372.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -436372.281250 Penalty: 852.723389
	Iteration 53Q: 3 clusters Score -436372.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -436372.375000 Penalty: 852.723389
	Iteration 54Q: 3 clusters Score -436372.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -436373.093750 Penalty: 852.723389
	Iteration 55Q: 3 clusters Score -436373.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -436373.000000 Penalty: 852.723389
	Iteration 56Q: 3 clusters Score -436373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -436372.968750 Penalty: 852.723389
	Iteration 57Q: 3 clusters Score -436373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -436372.625000 Penalty: 852.723389
	Iteration 58Q: 3 clusters Score -436372.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -436372.625000 Penalty: 852.723389
	Iteration 59F: 3 clusters Score -436372.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Entering Unmasked Estep 
Score: -278966.000000 Penalty: 406.881989
	Iteration 0F: 2 clusters Score -278966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -273870.625000 Penalty: 813.763977
	Iteration 0F: 3 clusters Score -273870.6 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -276162.687500 Penalty: 813.763977
	Iteration 1F: 3 clusters Score -276162.7 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -276611.062500 Penalty: 813.763977
	Iteration 2F: 3 clusters Score -276611.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -277156.218750 Penalty: 813.763977
	Iteration 3F: 3 clusters Score -277156.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -277735.000000 Penalty: 813.763977
	Iteration 4F: 3 clusters Score -277735 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -278170.531250 Penalty: 813.763977
	Iteration 5F: 3 clusters Score -278170.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -278348.437500 Penalty: 813.763977
	Iteration 6Q: 3 clusters Score -278348.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -278422.531250 Penalty: 813.763977
	Iteration 7Q: 3 clusters Score -278422.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -278474.062500 Penalty: 813.763977
	Iteration 8Q: 3 clusters Score -278474.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -278511.000000 Penalty: 813.763977
	Iteration 9Q: 3 clusters Score -278511 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -278536.343750 Penalty: 813.763977
	Iteration 10Q: 3 clusters Score -278536.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -278553.812500 Penalty: 813.763977
	Iteration 11Q: 3 clusters Score -278553.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -278568.906250 Penalty: 813.763977
	Iteration 12Q: 3 clusters Score -278568.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -278584.000000 Penalty: 813.763977
	Iteration 13Q: 3 clusters Score -278584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -278591.937500 Penalty: 813.763977
	Iteration 14Q: 3 clusters Score -278591.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -278596.406250 Penalty: 813.763977
	Iteration 15Q: 3 clusters Score -278596.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -278599.312500 Penalty: 813.763977
	Iteration 16Q: 3 clusters Score -278599.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -278601.531250 Penalty: 813.763977
	Iteration 17Q: 3 clusters Score -278601.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -278604.093750 Penalty: 813.763977
	Iteration 18Q: 3 clusters Score -278604.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -278606.656250 Penalty: 813.763977
	Iteration 19Q: 3 clusters Score -278606.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -278609.468750 Penalty: 813.763977
	Iteration 20F: 3 clusters Score -278609.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -278613.218750 Penalty: 813.763977
	Iteration 21Q: 3 clusters Score -278613.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -278616.312500 Penalty: 813.763977
	Iteration 22Q: 3 clusters Score -278616.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -278621.250000 Penalty: 813.763977
	Iteration 23Q: 3 clusters Score -278621.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -278626.218750 Penalty: 813.763977
	Iteration 24Q: 3 clusters Score -278626.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -278630.875000 Penalty: 813.763977
	Iteration 25Q: 3 clusters Score -278630.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -278634.750000 Penalty: 813.763977
	Iteration 26Q: 3 clusters Score -278634.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -278638.875000 Penalty: 813.763977
	Iteration 27Q: 3 clusters Score -278638.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -278643.125000 Penalty: 813.763977
	Iteration 28Q: 3 clusters Score -278643.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -278647.906250 Penalty: 813.763977
	Iteration 29Q: 3 clusters Score -278647.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -278651.250000 Penalty: 813.763977
	Iteration 30Q: 3 clusters Score -278651.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -278655.500000 Penalty: 813.763977
	Iteration 31Q: 3 clusters Score -278655.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -278660.312500 Penalty: 813.763977
	Iteration 32Q: 3 clusters Score -278660.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -278666.468750 Penalty: 813.763977
	Iteration 33Q: 3 clusters Score -278666.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -278670.343750 Penalty: 813.763977
	Iteration 34Q: 3 clusters Score -278670.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -278671.968750 Penalty: 813.763977
	Iteration 35Q: 3 clusters Score -278672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -278674.812500 Penalty: 813.763977
	Iteration 36Q: 3 clusters Score -278674.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -278677.125000 Penalty: 813.763977
	Iteration 37Q: 3 clusters Score -278677.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -278679.093750 Penalty: 813.763977
	Iteration 38Q: 3 clusters Score -278679.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -278680.812500 Penalty: 813.763977
	Iteration 39Q: 3 clusters Score -278680.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -278684.062500 Penalty: 813.763977
	Iteration 40F: 3 clusters Score -278684.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -278687.031250 Penalty: 813.763977
	Iteration 41Q: 3 clusters Score -278687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -278689.812500 Penalty: 813.763977
	Iteration 42Q: 3 clusters Score -278689.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -278694.281250 Penalty: 813.763977
	Iteration 43Q: 3 clusters Score -278694.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -278699.031250 Penalty: 813.763977
	Iteration 44Q: 3 clusters Score -278699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -278701.125000 Penalty: 813.763977
	Iteration 45Q: 3 clusters Score -278701.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -278706.656250 Penalty: 813.763977
	Iteration 46Q: 3 clusters Score -278706.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -278709.625000 Penalty: 813.763977
	Iteration 47Q: 3 clusters Score -278709.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -278713.156250 Penalty: 813.763977
	Iteration 48Q: 3 clusters Score -278713.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -278716.000000 Penalty: 813.763977
	Iteration 49Q: 3 clusters Score -278716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -278717.156250 Penalty: 813.763977
	Iteration 50Q: 3 clusters Score -278717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -278716.843750 Penalty: 813.763977
	Iteration 51Q: 3 clusters Score -278716.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -278717.625000 Penalty: 813.763977
	Iteration 52Q: 3 clusters Score -278717.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -278717.500000 Penalty: 813.763977
	Iteration 53Q: 3 clusters Score -278717.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -278718.031250 Penalty: 813.763977
	Iteration 54Q: 3 clusters Score -278718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -278717.812500 Penalty: 813.763977
	Iteration 55Q: 3 clusters Score -278717.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -278717.843750 Penalty: 813.763977
	Iteration 56Q: 3 clusters Score -278717.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -278718.531250 Penalty: 813.763977
	Iteration 57Q: 3 clusters Score -278718.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -278719.375000 Penalty: 813.763977
	Iteration 58Q: 3 clusters Score -278719.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -278719.593750 Penalty: 813.763977
	Iteration 59Q: 3 clusters Score -278719.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -278719.812500 Penalty: 813.763977
	Iteration 60F: 3 clusters Score -278719.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -18385.583984 Penalty: 298.526917
	Iteration 0F: 2 clusters Score -18385.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -17780.794922 Penalty: 597.053833
	Iteration 0F: 3 clusters Score -17780.79 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -17998.158203 Penalty: 597.053833
	Iteration 1F: 3 clusters Score -17998.16 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -18064.324219 Penalty: 597.053833
	Iteration 2F: 3 clusters Score -18064.32 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -18096.373047 Penalty: 597.053833
	Iteration 3F: 3 clusters Score -18096.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -18122.726562 Penalty: 597.053833
	Iteration 4Q: 3 clusters Score -18122.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -18158.898438 Penalty: 597.053833
	Iteration 5Q: 3 clusters Score -18158.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -18171.972656 Penalty: 597.053833
	Iteration 6Q: 3 clusters Score -18171.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -18187.806641 Penalty: 597.053833
	Iteration 7Q: 3 clusters Score -18187.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -18204.837891 Penalty: 597.053833
	Iteration 8Q: 3 clusters Score -18204.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -18213.406250 Penalty: 597.053833
	Iteration 9Q: 3 clusters Score -18213.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -18216.347656 Penalty: 597.053833
	Iteration 10Q: 3 clusters Score -18216.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -18218.707031 Penalty: 597.053833
	Iteration 11Q: 3 clusters Score -18218.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -18224.302734 Penalty: 597.053833
	Iteration 12Q: 3 clusters Score -18224.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -18226.291016 Penalty: 597.053833
	Iteration 13Q: 3 clusters Score -18226.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -18230.052734 Penalty: 597.053833
	Iteration 14Q: 3 clusters Score -18230.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -18231.724609 Penalty: 597.053833
	Iteration 15Q: 3 clusters Score -18231.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -18232.445312 Penalty: 597.053833
	Iteration 16Q: 3 clusters Score -18232.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -18234.037109 Penalty: 597.053833
	Iteration 17Q: 3 clusters Score -18234.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -18235.087891 Penalty: 597.053833
	Iteration 18Q: 3 clusters Score -18235.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -18235.416016 Penalty: 597.053833
	Iteration 19Q: 3 clusters Score -18235.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -18235.662109 Penalty: 597.053833
	Iteration 20F: 3 clusters Score -18235.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Entering Unmasked Estep 
Score: -352266.875000 Penalty: 416.774963
	Iteration 0F: 2 clusters Score -352266.9 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 4769 members 
Entering Unmasked Estep 
Score: -345970.781250 Penalty: 833.549927
	Iteration 0F: 3 clusters Score -345970.8 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -348637.000000 Penalty: 833.549927
	Iteration 1F: 3 clusters Score -348637 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -348926.000000 Penalty: 833.549927
	Iteration 2F: 3 clusters Score -348926 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -349211.218750 Penalty: 833.549927
	Iteration 3F: 3 clusters Score -349211.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -349538.875000 Penalty: 833.549927
	Iteration 4F: 3 clusters Score -349538.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -349887.656250 Penalty: 833.549927
	Iteration 5F: 3 clusters Score -349887.7 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -350233.750000 Penalty: 833.549927
	Iteration 6F: 3 clusters Score -350233.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -350453.250000 Penalty: 833.549927
	Iteration 7Q: 3 clusters Score -350453.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -350583.125000 Penalty: 833.549927
	Iteration 8Q: 3 clusters Score -350583.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -350659.843750 Penalty: 833.549927
	Iteration 9Q: 3 clusters Score -350659.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -350716.281250 Penalty: 833.549927
	Iteration 10Q: 3 clusters Score -350716.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -350773.187500 Penalty: 833.549927
	Iteration 11Q: 3 clusters Score -350773.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -350829.687500 Penalty: 833.549927
	Iteration 12Q: 3 clusters Score -350829.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -350893.937500 Penalty: 833.549927
	Iteration 13Q: 3 clusters Score -350893.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -350956.625000 Penalty: 833.549927
	Iteration 14Q: 3 clusters Score -350956.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -351011.437500 Penalty: 833.549927
	Iteration 15Q: 3 clusters Score -351011.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -351076.562500 Penalty: 833.549927
	Iteration 16Q: 3 clusters Score -351076.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -351152.656250 Penalty: 833.549927
	Iteration 17Q: 3 clusters Score -351152.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -351233.312500 Penalty: 833.549927
	Iteration 18Q: 3 clusters Score -351233.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -351308.875000 Penalty: 833.549927
	Iteration 19Q: 3 clusters Score -351308.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -351391.218750 Penalty: 833.549927
	Iteration 20F: 3 clusters Score -351391.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -351475.125000 Penalty: 833.549927
	Iteration 21Q: 3 clusters Score -351475.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -351552.875000 Penalty: 833.549927
	Iteration 22Q: 3 clusters Score -351552.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -351619.468750 Penalty: 833.549927
	Iteration 23Q: 3 clusters Score -351619.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -351671.062500 Penalty: 833.549927
	Iteration 24Q: 3 clusters Score -351671.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -351724.968750 Penalty: 833.549927
	Iteration 25Q: 3 clusters Score -351725 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -351768.781250 Penalty: 833.549927
	Iteration 26Q: 3 clusters Score -351768.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -351809.656250 Penalty: 833.549927
	Iteration 27Q: 3 clusters Score -351809.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -351838.156250 Penalty: 833.549927
	Iteration 28Q: 3 clusters Score -351838.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -351860.531250 Penalty: 833.549927
	Iteration 29Q: 3 clusters Score -351860.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -351873.062500 Penalty: 833.549927
	Iteration 30Q: 3 clusters Score -351873.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -351889.250000 Penalty: 833.549927
	Iteration 31Q: 3 clusters Score -351889.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -351904.000000 Penalty: 833.549927
	Iteration 32Q: 3 clusters Score -351904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -351919.125000 Penalty: 833.549927
	Iteration 33Q: 3 clusters Score -351919.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -351936.875000 Penalty: 833.549927
	Iteration 34Q: 3 clusters Score -351936.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -351943.500000 Penalty: 833.549927
	Iteration 35Q: 3 clusters Score -351943.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -351949.156250 Penalty: 833.549927
	Iteration 36Q: 3 clusters Score -351949.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -351953.906250 Penalty: 833.549927
	Iteration 37Q: 3 clusters Score -351953.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -351961.062500 Penalty: 833.549927
	Iteration 38Q: 3 clusters Score -351961.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -351966.875000 Penalty: 833.549927
	Iteration 39Q: 3 clusters Score -351966.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -351969.218750 Penalty: 833.549927
	Iteration 40F: 3 clusters Score -351969.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -351970.625000 Penalty: 833.549927
	Iteration 41Q: 3 clusters Score -351970.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -351973.656250 Penalty: 833.549927
	Iteration 42Q: 3 clusters Score -351973.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -351975.843750 Penalty: 833.549927
	Iteration 43Q: 3 clusters Score -351975.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -351976.843750 Penalty: 833.549927
	Iteration 44Q: 3 clusters Score -351976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -351977.968750 Penalty: 833.549927
	Iteration 45Q: 3 clusters Score -351978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -351979.281250 Penalty: 833.549927
	Iteration 46Q: 3 clusters Score -351979.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -351979.281250 Penalty: 833.549927
	Iteration 47F: 3 clusters Score -351979.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -43868.820312 Penalty: 328.293427
	Iteration 0F: 2 clusters Score -43868.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -42844.261719 Penalty: 656.586853
	Iteration 0F: 3 clusters Score -42844.26 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -43164.460938 Penalty: 656.586853
	Iteration 1F: 3 clusters Score -43164.46 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -43227.218750 Penalty: 656.586853
	Iteration 2F: 3 clusters Score -43227.22 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -43282.917969 Penalty: 656.586853
	Iteration 3F: 3 clusters Score -43282.92 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -43324.976562 Penalty: 656.586853
	Iteration 4Q: 3 clusters Score -43324.98 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -43355.453125 Penalty: 656.586853
	Iteration 5Q: 3 clusters Score -43355.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -43388.742188 Penalty: 656.586853
	Iteration 6Q: 3 clusters Score -43388.74 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -43424.050781 Penalty: 656.586853
	Iteration 7Q: 3 clusters Score -43424.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -43451.292969 Penalty: 656.586853
	Iteration 8Q: 3 clusters Score -43451.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -43471.406250 Penalty: 656.586853
	Iteration 9Q: 3 clusters Score -43471.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -43482.496094 Penalty: 656.586853
	Iteration 10Q: 3 clusters Score -43482.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -43494.699219 Penalty: 656.586853
	Iteration 11Q: 3 clusters Score -43494.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -43504.152344 Penalty: 656.586853
	Iteration 12Q: 3 clusters Score -43504.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -43513.324219 Penalty: 656.586853
	Iteration 13Q: 3 clusters Score -43513.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -43519.097656 Penalty: 656.586853
	Iteration 14Q: 3 clusters Score -43519.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -43525.804688 Penalty: 656.586853
	Iteration 15Q: 3 clusters Score -43525.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -43532.972656 Penalty: 656.586853
	Iteration 16Q: 3 clusters Score -43532.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -43546.714844 Penalty: 656.586853
	Iteration 17Q: 3 clusters Score -43546.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -43556.781250 Penalty: 656.586853
	Iteration 18Q: 3 clusters Score -43556.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43563.585938 Penalty: 656.586853
	Iteration 19Q: 3 clusters Score -43563.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43572.515625 Penalty: 656.586853
	Iteration 20F: 3 clusters Score -43572.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43579.828125 Penalty: 656.586853
	Iteration 21Q: 3 clusters Score -43579.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43583.671875 Penalty: 656.586853
	Iteration 22Q: 3 clusters Score -43583.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43588.449219 Penalty: 656.586853
	Iteration 23Q: 3 clusters Score -43588.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43593.410156 Penalty: 656.586853
	Iteration 24Q: 3 clusters Score -43593.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43597.046875 Penalty: 656.586853
	Iteration 25Q: 3 clusters Score -43597.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43610.117188 Penalty: 656.586853
	Iteration 26Q: 3 clusters Score -43610.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43614.164062 Penalty: 656.586853
	Iteration 27Q: 3 clusters Score -43614.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43616.648438 Penalty: 656.586853
	Iteration 28Q: 3 clusters Score -43616.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43617.300781 Penalty: 656.586853
	Iteration 29Q: 3 clusters Score -43617.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43617.300781 Penalty: 656.586853
	Iteration 30F: 3 clusters Score -43617.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Entering Unmasked Estep 
Score: -139149.734375 Penalty: 375.224640
	Iteration 0F: 2 clusters Score -139149.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -136535.968750 Penalty: 750.449280
	Iteration 0F: 3 clusters Score -136536 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -137491.812500 Penalty: 750.449280
	Iteration 1F: 3 clusters Score -137491.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -137596.468750 Penalty: 750.449280
	Iteration 2F: 3 clusters Score -137596.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -137720.218750 Penalty: 750.449280
	Iteration 3F: 3 clusters Score -137720.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -137869.968750 Penalty: 750.449280
	Iteration 4F: 3 clusters Score -137870 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -138071.671875 Penalty: 750.449280
	Iteration 5F: 3 clusters Score -138071.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -138319.796875 Penalty: 750.449280
	Iteration 6F: 3 clusters Score -138319.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -138552.109375 Penalty: 750.449280
	Iteration 7F: 3 clusters Score -138552.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -138710.000000 Penalty: 750.449280
	Iteration 8Q: 3 clusters Score -138710 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -138805.062500 Penalty: 750.449280
	Iteration 9Q: 3 clusters Score -138805.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -138838.250000 Penalty: 750.449280
	Iteration 10Q: 3 clusters Score -138838.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -138855.421875 Penalty: 750.449280
	Iteration 11Q: 3 clusters Score -138855.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -138861.265625 Penalty: 750.449280
	Iteration 12Q: 3 clusters Score -138861.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -138864.078125 Penalty: 750.449280
	Iteration 13Q: 3 clusters Score -138864.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -138866.515625 Penalty: 750.449280
	Iteration 14Q: 3 clusters Score -138866.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -138867.500000 Penalty: 750.449280
	Iteration 15Q: 3 clusters Score -138867.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -138868.531250 Penalty: 750.449280
	Iteration 16Q: 3 clusters Score -138868.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -138870.171875 Penalty: 750.449280
	Iteration 17Q: 3 clusters Score -138870.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -138871.484375 Penalty: 750.449280
	Iteration 18Q: 3 clusters Score -138871.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -138871.312500 Penalty: 750.449280
	Iteration 19Q: 3 clusters Score -138871.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -138871.312500 Penalty: 750.449280
	Iteration 20F: 3 clusters Score -138871.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Entering Unmasked Estep 
Score: -48421.902344 Penalty: 338.258728
	Iteration 0F: 2 clusters Score -48421.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -47198.031250 Penalty: 676.517456
	Iteration 0F: 3 clusters Score -47198.03 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -47669.093750 Penalty: 676.517456
	Iteration 1F: 3 clusters Score -47669.09 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -47771.359375 Penalty: 676.517456
	Iteration 2F: 3 clusters Score -47771.36 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -47852.097656 Penalty: 676.517456
	Iteration 3F: 3 clusters Score -47852.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -47898.906250 Penalty: 676.517456
	Iteration 4Q: 3 clusters Score -47898.91 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -47954.386719 Penalty: 676.517456
	Iteration 5Q: 3 clusters Score -47954.39 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -48002.390625 Penalty: 676.517456
	Iteration 6Q: 3 clusters Score -48002.39 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -48046.015625 Penalty: 676.517456
	Iteration 7Q: 3 clusters Score -48046.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -48088.882812 Penalty: 676.517456
	Iteration 8Q: 3 clusters Score -48088.88 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -48133.835938 Penalty: 676.517456
	Iteration 9Q: 3 clusters Score -48133.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -48170.296875 Penalty: 676.517456
	Iteration 10Q: 3 clusters Score -48170.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -48188.179688 Penalty: 676.517456
	Iteration 11Q: 3 clusters Score -48188.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -48200.468750 Penalty: 676.517456
	Iteration 12Q: 3 clusters Score -48200.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -48208.996094 Penalty: 676.517456
	Iteration 13Q: 3 clusters Score -48209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -48215.910156 Penalty: 676.517456
	Iteration 14Q: 3 clusters Score -48215.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -48221.421875 Penalty: 676.517456
	Iteration 15Q: 3 clusters Score -48221.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -48223.640625 Penalty: 676.517456
	Iteration 16Q: 3 clusters Score -48223.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -48227.507812 Penalty: 676.517456
	Iteration 17Q: 3 clusters Score -48227.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -48233.406250 Penalty: 676.517456
	Iteration 18Q: 3 clusters Score -48233.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -48240.871094 Penalty: 676.517456
	Iteration 19Q: 3 clusters Score -48240.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -48254.835938 Penalty: 676.517456
	Iteration 20F: 3 clusters Score -48254.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -48272.597656 Penalty: 676.517456
	Iteration 21Q: 3 clusters Score -48272.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -48285.355469 Penalty: 676.517456
	Iteration 22Q: 3 clusters Score -48285.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -48293.117188 Penalty: 676.517456
	Iteration 23Q: 3 clusters Score -48293.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -48296.347656 Penalty: 676.517456
	Iteration 24Q: 3 clusters Score -48296.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -48303.113281 Penalty: 676.517456
	Iteration 25Q: 3 clusters Score -48303.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -48310.511719 Penalty: 676.517456
	Iteration 26Q: 3 clusters Score -48310.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -48315.097656 Penalty: 676.517456
	Iteration 27Q: 3 clusters Score -48315.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -48316.289062 Penalty: 676.517456
	Iteration 28Q: 3 clusters Score -48316.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -48316.750000 Penalty: 676.517456
	Iteration 29Q: 3 clusters Score -48316.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -48316.789062 Penalty: 676.517456
	Iteration 30Q: 3 clusters Score -48316.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -48316.789062 Penalty: 676.517456
	Iteration 31F: 3 clusters Score -48316.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Entering Unmasked Estep 
Score: -238291.828125 Penalty: 398.998444
	Iteration 0F: 2 clusters Score -238291.8 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 3166 members 
Entering Unmasked Estep 
Score: -234061.578125 Penalty: 797.996887
	Iteration 0F: 3 clusters Score -234061.6 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -236005.156250 Penalty: 797.996887
	Iteration 1F: 3 clusters Score -236005.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -236349.640625 Penalty: 797.996887
	Iteration 2F: 3 clusters Score -236349.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -236710.031250 Penalty: 797.996887
	Iteration 3F: 3 clusters Score -236710 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -237073.328125 Penalty: 797.996887
	Iteration 4F: 3 clusters Score -237073.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -237292.421875 Penalty: 797.996887
	Iteration 5Q: 3 clusters Score -237292.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -237398.453125 Penalty: 797.996887
	Iteration 6Q: 3 clusters Score -237398.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -237456.421875 Penalty: 797.996887
	Iteration 7Q: 3 clusters Score -237456.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -237505.921875 Penalty: 797.996887
	Iteration 8Q: 3 clusters Score -237505.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -237544.890625 Penalty: 797.996887
	Iteration 9Q: 3 clusters Score -237544.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -237577.000000 Penalty: 797.996887
	Iteration 10Q: 3 clusters Score -237577 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -237608.218750 Penalty: 797.996887
	Iteration 11Q: 3 clusters Score -237608.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -237633.250000 Penalty: 797.996887
	Iteration 12Q: 3 clusters Score -237633.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -237656.250000 Penalty: 797.996887
	Iteration 13Q: 3 clusters Score -237656.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -237676.281250 Penalty: 797.996887
	Iteration 14Q: 3 clusters Score -237676.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -237696.750000 Penalty: 797.996887
	Iteration 15Q: 3 clusters Score -237696.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -237711.375000 Penalty: 797.996887
	Iteration 16Q: 3 clusters Score -237711.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -237724.453125 Penalty: 797.996887
	Iteration 17Q: 3 clusters Score -237724.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -237738.328125 Penalty: 797.996887
	Iteration 18Q: 3 clusters Score -237738.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -237751.234375 Penalty: 797.996887
	Iteration 19Q: 3 clusters Score -237751.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -237767.406250 Penalty: 797.996887
	Iteration 20F: 3 clusters Score -237767.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -237782.875000 Penalty: 797.996887
	Iteration 21Q: 3 clusters Score -237782.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -237799.718750 Penalty: 797.996887
	Iteration 22Q: 3 clusters Score -237799.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -237821.500000 Penalty: 797.996887
	Iteration 23Q: 3 clusters Score -237821.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -237840.343750 Penalty: 797.996887
	Iteration 24Q: 3 clusters Score -237840.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -237853.312500 Penalty: 797.996887
	Iteration 25Q: 3 clusters Score -237853.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -237862.750000 Penalty: 797.996887
	Iteration 26Q: 3 clusters Score -237862.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -237872.812500 Penalty: 797.996887
	Iteration 27Q: 3 clusters Score -237872.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -237881.234375 Penalty: 797.996887
	Iteration 28Q: 3 clusters Score -237881.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -237886.734375 Penalty: 797.996887
	Iteration 29Q: 3 clusters Score -237886.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -237892.843750 Penalty: 797.996887
	Iteration 30Q: 3 clusters Score -237892.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -237896.296875 Penalty: 797.996887
	Iteration 31Q: 3 clusters Score -237896.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -237898.093750 Penalty: 797.996887
	Iteration 32Q: 3 clusters Score -237898.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -237901.937500 Penalty: 797.996887
	Iteration 33Q: 3 clusters Score -237901.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -237905.265625 Penalty: 797.996887
	Iteration 34Q: 3 clusters Score -237905.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -237906.312500 Penalty: 797.996887
	Iteration 35Q: 3 clusters Score -237906.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -237907.125000 Penalty: 797.996887
	Iteration 36Q: 3 clusters Score -237907.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -237908.500000 Penalty: 797.996887
	Iteration 37Q: 3 clusters Score -237908.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -237910.468750 Penalty: 797.996887
	Iteration 38Q: 3 clusters Score -237910.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -237911.671875 Penalty: 797.996887
	Iteration 39Q: 3 clusters Score -237911.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -237913.203125 Penalty: 797.996887
	Iteration 40F: 3 clusters Score -237913.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -237914.921875 Penalty: 797.996887
	Iteration 41Q: 3 clusters Score -237914.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -237916.718750 Penalty: 797.996887
	Iteration 42Q: 3 clusters Score -237916.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -237918.125000 Penalty: 797.996887
	Iteration 43Q: 3 clusters Score -237918.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -237919.875000 Penalty: 797.996887
	Iteration 44Q: 3 clusters Score -237919.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -237920.375000 Penalty: 797.996887
	Iteration 45Q: 3 clusters Score -237920.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -237921.140625 Penalty: 797.996887
	Iteration 46Q: 3 clusters Score -237921.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -237922.687500 Penalty: 797.996887
	Iteration 47Q: 3 clusters Score -237922.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -237924.359375 Penalty: 797.996887
	Iteration 48Q: 3 clusters Score -237924.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -237924.875000 Penalty: 797.996887
	Iteration 49Q: 3 clusters Score -237924.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -237925.859375 Penalty: 797.996887
	Iteration 50Q: 3 clusters Score -237925.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -237926.046875 Penalty: 797.996887
	Iteration 51Q: 3 clusters Score -237926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -237926.000000 Penalty: 797.996887
	Iteration 52Q: 3 clusters Score -237926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -237926.578125 Penalty: 797.996887
	Iteration 53Q: 3 clusters Score -237926.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -237926.578125 Penalty: 797.996887
	Iteration 54F: 3 clusters Score -237926.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Entering Unmasked Estep 
Score: -40961.847656 Penalty: 323.906586
	Iteration 0F: 2 clusters Score -40961.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -40022.734375 Penalty: 647.813171
	Iteration 0F: 3 clusters Score -40022.73 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -40334.476562 Penalty: 647.813171
	Iteration 1F: 3 clusters Score -40334.48 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -40393.996094 Penalty: 647.813171
	Iteration 2F: 3 clusters Score -40394 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -40453.574219 Penalty: 647.813171
	Iteration 3F: 3 clusters Score -40453.57 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -40491.652344 Penalty: 647.813171
	Iteration 4F: 3 clusters Score -40491.65 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -40519.753906 Penalty: 647.813171
	Iteration 5Q: 3 clusters Score -40519.75 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -40553.910156 Penalty: 647.813171
	Iteration 6Q: 3 clusters Score -40553.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -40592.753906 Penalty: 647.813171
	Iteration 7Q: 3 clusters Score -40592.75 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -40633.128906 Penalty: 647.813171
	Iteration 8Q: 3 clusters Score -40633.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -40657.824219 Penalty: 647.813171
	Iteration 9Q: 3 clusters Score -40657.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -40681.222656 Penalty: 647.813171
	Iteration 10Q: 3 clusters Score -40681.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -40700.984375 Penalty: 647.813171
	Iteration 11Q: 3 clusters Score -40700.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -40705.554688 Penalty: 647.813171
	Iteration 12Q: 3 clusters Score -40705.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -40707.957031 Penalty: 647.813171
	Iteration 13Q: 3 clusters Score -40707.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -40708.769531 Penalty: 647.813171
	Iteration 14Q: 3 clusters Score -40708.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -40710.851562 Penalty: 647.813171
	Iteration 15Q: 3 clusters Score -40710.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -40713.785156 Penalty: 647.813171
	Iteration 16Q: 3 clusters Score -40713.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -40714.835938 Penalty: 647.813171
	Iteration 17Q: 3 clusters Score -40714.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -40715.328125 Penalty: 647.813171
	Iteration 18Q: 3 clusters Score -40715.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -40715.613281 Penalty: 647.813171
	Iteration 19Q: 3 clusters Score -40715.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -40716.113281 Penalty: 647.813171
	Iteration 20F: 3 clusters Score -40716.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -40716.929688 Penalty: 647.813171
	Iteration 21Q: 3 clusters Score -40716.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -40717.140625 Penalty: 647.813171
	Iteration 22Q: 3 clusters Score -40717.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -40717.640625 Penalty: 647.813171
	Iteration 23Q: 3 clusters Score -40717.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -40719.878906 Penalty: 647.813171
	Iteration 24Q: 3 clusters Score -40719.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -40721.015625 Penalty: 647.813171
	Iteration 25Q: 3 clusters Score -40721.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -40721.164062 Penalty: 647.813171
	Iteration 26Q: 3 clusters Score -40721.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -40721.441406 Penalty: 647.813171
	Iteration 27Q: 3 clusters Score -40721.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -40721.554688 Penalty: 647.813171
	Iteration 28Q: 3 clusters Score -40721.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -40721.554688 Penalty: 647.813171
	Iteration 29F: 3 clusters Score -40721.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Entering Unmasked Estep 
Score: -65655.507812 Penalty: 341.148163
	Iteration 0F: 2 clusters Score -65655.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -64297.527344 Penalty: 682.296326
	Iteration 0F: 3 clusters Score -64297.53 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -64818.050781 Penalty: 682.296326
	Iteration 1F: 3 clusters Score -64818.05 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -64977.441406 Penalty: 682.296326
	Iteration 2F: 3 clusters Score -64977.44 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -65121.105469 Penalty: 682.296326
	Iteration 3F: 3 clusters Score -65121.11 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -65218.003906 Penalty: 682.296326
	Iteration 4F: 3 clusters Score -65218 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -65279.679688 Penalty: 682.296326
	Iteration 5F: 3 clusters Score -65279.68 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -65311.457031 Penalty: 682.296326
	Iteration 6Q: 3 clusters Score -65311.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -65336.019531 Penalty: 682.296326
	Iteration 7Q: 3 clusters Score -65336.02 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -65353.703125 Penalty: 682.296326
	Iteration 8Q: 3 clusters Score -65353.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -65362.472656 Penalty: 682.296326
	Iteration 9Q: 3 clusters Score -65362.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -65367.535156 Penalty: 682.296326
	Iteration 10Q: 3 clusters Score -65367.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -65372.109375 Penalty: 682.296326
	Iteration 11Q: 3 clusters Score -65372.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -65377.382812 Penalty: 682.296326
	Iteration 12Q: 3 clusters Score -65377.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -65383.035156 Penalty: 682.296326
	Iteration 13Q: 3 clusters Score -65383.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -65388.601562 Penalty: 682.296326
	Iteration 14Q: 3 clusters Score -65388.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -65395.410156 Penalty: 682.296326
	Iteration 15Q: 3 clusters Score -65395.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -65399.445312 Penalty: 682.296326
	Iteration 16Q: 3 clusters Score -65399.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -65402.734375 Penalty: 682.296326
	Iteration 17Q: 3 clusters Score -65402.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -65407.203125 Penalty: 682.296326
	Iteration 18Q: 3 clusters Score -65407.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -65408.523438 Penalty: 682.296326
	Iteration 19Q: 3 clusters Score -65408.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -65408.523438 Penalty: 682.296326
	Iteration 20F: 3 clusters Score -65408.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -136745.796875 Penalty: 373.597748
	Iteration 0F: 2 clusters Score -136745.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -134248.031250 Penalty: 747.195496
	Iteration 0F: 3 clusters Score -134248 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -135335.750000 Penalty: 747.195496
	Iteration 1F: 3 clusters Score -135335.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -135642.328125 Penalty: 747.195496
	Iteration 2F: 3 clusters Score -135642.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -135990.031250 Penalty: 747.195496
	Iteration 3F: 3 clusters Score -135990 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -136269.375000 Penalty: 747.195496
	Iteration 4F: 3 clusters Score -136269.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -136393.250000 Penalty: 747.195496
	Iteration 5Q: 3 clusters Score -136393.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -136462.484375 Penalty: 747.195496
	Iteration 6Q: 3 clusters Score -136462.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -136499.234375 Penalty: 747.195496
	Iteration 7Q: 3 clusters Score -136499.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -136520.218750 Penalty: 747.195496
	Iteration 8Q: 3 clusters Score -136520.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -136532.125000 Penalty: 747.195496
	Iteration 9Q: 3 clusters Score -136532.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -136537.578125 Penalty: 747.195496
	Iteration 10Q: 3 clusters Score -136537.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -136542.937500 Penalty: 747.195496
	Iteration 11Q: 3 clusters Score -136542.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -136549.937500 Penalty: 747.195496
	Iteration 12Q: 3 clusters Score -136549.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -136553.765625 Penalty: 747.195496
	Iteration 13Q: 3 clusters Score -136553.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -136556.015625 Penalty: 747.195496
	Iteration 14Q: 3 clusters Score -136556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -136557.953125 Penalty: 747.195496
	Iteration 15Q: 3 clusters Score -136558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -136559.390625 Penalty: 747.195496
	Iteration 16Q: 3 clusters Score -136559.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -136559.906250 Penalty: 747.195496
	Iteration 17Q: 3 clusters Score -136559.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -136560.453125 Penalty: 747.195496
	Iteration 18Q: 3 clusters Score -136560.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -136561.015625 Penalty: 747.195496
	Iteration 19Q: 3 clusters Score -136561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -136561.140625 Penalty: 747.195496
	Iteration 20F: 3 clusters Score -136561.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -136561.640625 Penalty: 747.195496
	Iteration 21Q: 3 clusters Score -136561.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -136561.953125 Penalty: 747.195496
	Iteration 22Q: 3 clusters Score -136562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -136562.250000 Penalty: 747.195496
	Iteration 23Q: 3 clusters Score -136562.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -136562.328125 Penalty: 747.195496
	Iteration 24Q: 3 clusters Score -136562.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -136562.750000 Penalty: 747.195496
	Iteration 25Q: 3 clusters Score -136562.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -136563.703125 Penalty: 747.195496
	Iteration 26Q: 3 clusters Score -136563.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -136564.468750 Penalty: 747.195496
	Iteration 27Q: 3 clusters Score -136564.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -136565.671875 Penalty: 747.195496
	Iteration 28Q: 3 clusters Score -136565.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -136566.281250 Penalty: 747.195496
	Iteration 29Q: 3 clusters Score -136566.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -136566.390625 Penalty: 747.195496
	Iteration 30Q: 3 clusters Score -136566.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -136566.250000 Penalty: 747.195496
	Iteration 31Q: 3 clusters Score -136566.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -136566.250000 Penalty: 747.195496
	Iteration 32F: 3 clusters Score -136566.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 10164 members 
Mstep: Class 3 contains 7197 members 
Mstep: Class 4 contains 479949 members 
Mstep: Class 5 contains 8308 members 
Mstep: Class 6 contains 6896 members 
Mstep: Class 7 contains 561184 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7564 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20204 members 
Mstep: Class 18 contains 2033 members 
Mstep: Class 19 contains 12335 members 
Mstep: Class 20 contains 103897 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12434 members 
Mstep: Class 23 contains 15563 members 
Mstep: Class 24 contains 20629 members 
Mstep: Class 25 contains 9544 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16027 members 
Mstep: Class 29 contains 823 members 
Mstep: Class 30 contains 11738 members 
Mstep: Class 31 contains 7650 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1693 members 
Mstep: Class 37 contains 6433 members 
Mstep: Class 38 contains 1235 members 
Mstep: Class 39 contains 1804 members 
Mstep: Class 40 contains 3681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376716.000000 Penalty: 25740.931641
Iteration 199Q: 41 clusters Score -5.037672e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 10163 members 
Mstep: Class 3 contains 7197 members 
Mstep: Class 4 contains 479949 members 
Mstep: Class 5 contains 8308 members 
Mstep: Class 6 contains 6896 members 
Mstep: Class 7 contains 561183 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7564 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20204 members 
Mstep: Class 18 contains 2036 members 
Mstep: Class 19 contains 12332 members 
Mstep: Class 20 contains 103894 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12434 members 
Mstep: Class 23 contains 15564 members 
Mstep: Class 24 contains 20630 members 
Mstep: Class 25 contains 9544 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16028 members 
Mstep: Class 29 contains 820 members 
Mstep: Class 30 contains 11738 members 
Mstep: Class 31 contains 7651 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1693 members 
Mstep: Class 37 contains 6435 members 
Mstep: Class 38 contains 1235 members 
Mstep: Class 39 contains 1807 members 
Mstep: Class 40 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376696.000000 Penalty: 25740.931641
Iteration 200F: 41 clusters Score -5.03767e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 10162 members 
Mstep: Class 3 contains 7197 members 
Mstep: Class 4 contains 479944 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6896 members 
Mstep: Class 7 contains 561181 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7564 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20204 members 
Mstep: Class 18 contains 2038 members 
Mstep: Class 19 contains 12334 members 
Mstep: Class 20 contains 103893 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12434 members 
Mstep: Class 23 contains 15565 members 
Mstep: Class 24 contains 20630 members 
Mstep: Class 25 contains 9545 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16028 members 
Mstep: Class 29 contains 815 members 
Mstep: Class 30 contains 11738 members 
Mstep: Class 31 contains 7653 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1693 members 
Mstep: Class 37 contains 6436 members 
Mstep: Class 38 contains 1235 members 
Mstep: Class 39 contains 1808 members 
Mstep: Class 40 contains 3683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376696.000000 Penalty: 25740.931641
Iteration 201Q: 41 clusters Score -5.03767e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 10162 members 
Mstep: Class 3 contains 7197 members 
Mstep: Class 4 contains 479941 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6896 members 
Mstep: Class 7 contains 561181 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7564 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20203 members 
Mstep: Class 18 contains 2037 members 
Mstep: Class 19 contains 12334 members 
Mstep: Class 20 contains 103894 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12434 members 
Mstep: Class 23 contains 15566 members 
Mstep: Class 24 contains 20630 members 
Mstep: Class 25 contains 9545 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16030 members 
Mstep: Class 29 contains 811 members 
Mstep: Class 30 contains 11738 members 
Mstep: Class 31 contains 7654 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1361 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1693 members 
Mstep: Class 37 contains 6435 members 
Mstep: Class 38 contains 1235 members 
Mstep: Class 39 contains 1808 members 
Mstep: Class 40 contains 3686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376716.000000 Penalty: 25740.931641
Iteration 202Q: 41 clusters Score -5.037672e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 10162 members 
Mstep: Class 3 contains 7197 members 
Mstep: Class 4 contains 479938 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6896 members 
Mstep: Class 7 contains 561179 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20203 members 
Mstep: Class 18 contains 2036 members 
Mstep: Class 19 contains 12335 members 
Mstep: Class 20 contains 103896 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12434 members 
Mstep: Class 23 contains 15568 members 
Mstep: Class 24 contains 20630 members 
Mstep: Class 25 contains 9545 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16031 members 
Mstep: Class 29 contains 807 members 
Mstep: Class 30 contains 11738 members 
Mstep: Class 31 contains 7651 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 6436 members 
Mstep: Class 38 contains 1235 members 
Mstep: Class 39 contains 1808 members 
Mstep: Class 40 contains 3690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376736.000000 Penalty: 25740.931641
Iteration 203Q: 41 clusters Score -5.037674e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 10162 members 
Mstep: Class 3 contains 7197 members 
Mstep: Class 4 contains 479935 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6896 members 
Mstep: Class 7 contains 561179 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20203 members 
Mstep: Class 18 contains 2037 members 
Mstep: Class 19 contains 12335 members 
Mstep: Class 20 contains 103897 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12434 members 
Mstep: Class 23 contains 15569 members 
Mstep: Class 24 contains 20632 members 
Mstep: Class 25 contains 9545 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16030 members 
Mstep: Class 29 contains 804 members 
Mstep: Class 30 contains 11738 members 
Mstep: Class 31 contains 7650 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 6438 members 
Mstep: Class 38 contains 1235 members 
Mstep: Class 39 contains 1809 members 
Mstep: Class 40 contains 3690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376744.000000 Penalty: 25740.931641
Iteration 204Q: 41 clusters Score -5.037674e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 10162 members 
Mstep: Class 3 contains 7197 members 
Mstep: Class 4 contains 479934 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6896 members 
Mstep: Class 7 contains 561177 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20203 members 
Mstep: Class 18 contains 2038 members 
Mstep: Class 19 contains 12333 members 
Mstep: Class 20 contains 103897 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12435 members 
Mstep: Class 23 contains 15570 members 
Mstep: Class 24 contains 20636 members 
Mstep: Class 25 contains 9545 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16031 members 
Mstep: Class 29 contains 802 members 
Mstep: Class 30 contains 11738 members 
Mstep: Class 31 contains 7650 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 6438 members 
Mstep: Class 38 contains 1235 members 
Mstep: Class 39 contains 1811 members 
Mstep: Class 40 contains 3687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376736.000000 Penalty: 25740.931641
Iteration 205Q: 41 clusters Score -5.037674e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 10162 members 
Mstep: Class 3 contains 7197 members 
Mstep: Class 4 contains 479936 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6896 members 
Mstep: Class 7 contains 561173 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20202 members 
Mstep: Class 18 contains 2038 members 
Mstep: Class 19 contains 12330 members 
Mstep: Class 20 contains 103896 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12435 members 
Mstep: Class 23 contains 15571 members 
Mstep: Class 24 contains 20642 members 
Mstep: Class 25 contains 9546 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16031 members 
Mstep: Class 29 contains 800 members 
Mstep: Class 30 contains 11738 members 
Mstep: Class 31 contains 7652 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 6437 members 
Mstep: Class 38 contains 1235 members 
Mstep: Class 39 contains 1813 members 
Mstep: Class 40 contains 3685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376732.000000 Penalty: 25740.931641
Iteration 206Q: 41 clusters Score -5.037673e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 10162 members 
Mstep: Class 3 contains 7197 members 
Mstep: Class 4 contains 479934 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6895 members 
Mstep: Class 7 contains 561168 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20200 members 
Mstep: Class 18 contains 2039 members 
Mstep: Class 19 contains 12327 members 
Mstep: Class 20 contains 103898 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12436 members 
Mstep: Class 23 contains 15572 members 
Mstep: Class 24 contains 20645 members 
Mstep: Class 25 contains 9546 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16032 members 
Mstep: Class 29 contains 797 members 
Mstep: Class 30 contains 11738 members 
Mstep: Class 31 contains 7658 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 6436 members 
Mstep: Class 38 contains 1234 members 
Mstep: Class 39 contains 1816 members 
Mstep: Class 40 contains 3685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376732.000000 Penalty: 25740.931641
Iteration 207Q: 41 clusters Score -5.037673e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 10162 members 
Mstep: Class 3 contains 7197 members 
Mstep: Class 4 contains 479934 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6897 members 
Mstep: Class 7 contains 561166 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20197 members 
Mstep: Class 18 contains 2039 members 
Mstep: Class 19 contains 12325 members 
Mstep: Class 20 contains 103898 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12437 members 
Mstep: Class 23 contains 15572 members 
Mstep: Class 24 contains 20649 members 
Mstep: Class 25 contains 9546 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16032 members 
Mstep: Class 29 contains 796 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 7664 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 6434 members 
Mstep: Class 38 contains 1234 members 
Mstep: Class 39 contains 1818 members 
Mstep: Class 40 contains 3682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376732.000000 Penalty: 25740.931641
Iteration 208Q: 41 clusters Score -5.037673e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 10160 members 
Mstep: Class 3 contains 7197 members 
Mstep: Class 4 contains 479932 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6898 members 
Mstep: Class 7 contains 561162 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20196 members 
Mstep: Class 18 contains 2039 members 
Mstep: Class 19 contains 12322 members 
Mstep: Class 20 contains 103900 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12439 members 
Mstep: Class 23 contains 15573 members 
Mstep: Class 24 contains 20651 members 
Mstep: Class 25 contains 9546 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16033 members 
Mstep: Class 29 contains 796 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 7671 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 6432 members 
Mstep: Class 38 contains 1234 members 
Mstep: Class 39 contains 1818 members 
Mstep: Class 40 contains 3679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376772.000000 Penalty: 25740.931641
Iteration 209Q: 41 clusters Score -5.037677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 10159 members 
Mstep: Class 3 contains 7197 members 
Mstep: Class 4 contains 479929 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6899 members 
Mstep: Class 7 contains 561161 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20196 members 
Mstep: Class 18 contains 2039 members 
Mstep: Class 19 contains 12320 members 
Mstep: Class 20 contains 103901 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12440 members 
Mstep: Class 23 contains 15573 members 
Mstep: Class 24 contains 20653 members 
Mstep: Class 25 contains 9547 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16034 members 
Mstep: Class 29 contains 796 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 7672 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 6432 members 
Mstep: Class 38 contains 1234 members 
Mstep: Class 39 contains 1818 members 
Mstep: Class 40 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376772.000000 Penalty: 25740.931641
Iteration 210Q: 41 clusters Score -5.037677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 10156 members 
Mstep: Class 3 contains 7197 members 
Mstep: Class 4 contains 479924 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6900 members 
Mstep: Class 7 contains 561162 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20196 members 
Mstep: Class 18 contains 2039 members 
Mstep: Class 19 contains 12320 members 
Mstep: Class 20 contains 103901 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12441 members 
Mstep: Class 23 contains 15573 members 
Mstep: Class 24 contains 20652 members 
Mstep: Class 25 contains 9546 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16037 members 
Mstep: Class 29 contains 796 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 7675 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 6432 members 
Mstep: Class 38 contains 1235 members 
Mstep: Class 39 contains 1818 members 
Mstep: Class 40 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376760.000000 Penalty: 25740.931641
Iteration 211Q: 41 clusters Score -5.037676e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 10152 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 479926 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6901 members 
Mstep: Class 7 contains 561163 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20194 members 
Mstep: Class 18 contains 2039 members 
Mstep: Class 19 contains 12319 members 
Mstep: Class 20 contains 103899 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12441 members 
Mstep: Class 23 contains 15573 members 
Mstep: Class 24 contains 20654 members 
Mstep: Class 25 contains 9547 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16037 members 
Mstep: Class 29 contains 796 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 7677 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 6433 members 
Mstep: Class 38 contains 1234 members 
Mstep: Class 39 contains 1819 members 
Mstep: Class 40 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376764.000000 Penalty: 25740.931641
Iteration 212Q: 41 clusters Score -5.037676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 10150 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 479927 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6901 members 
Mstep: Class 7 contains 561166 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20193 members 
Mstep: Class 18 contains 2039 members 
Mstep: Class 19 contains 12319 members 
Mstep: Class 20 contains 103896 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12442 members 
Mstep: Class 23 contains 15573 members 
Mstep: Class 24 contains 20654 members 
Mstep: Class 25 contains 9549 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16037 members 
Mstep: Class 29 contains 796 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 7677 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 6433 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 1819 members 
Mstep: Class 40 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376788.000000 Penalty: 25740.931641
Iteration 213Q: 41 clusters Score -5.037679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 10150 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 479925 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6901 members 
Mstep: Class 7 contains 561165 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20193 members 
Mstep: Class 18 contains 2039 members 
Mstep: Class 19 contains 12319 members 
Mstep: Class 20 contains 103898 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12442 members 
Mstep: Class 23 contains 15573 members 
Mstep: Class 24 contains 20654 members 
Mstep: Class 25 contains 9550 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16036 members 
Mstep: Class 29 contains 796 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 7678 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 6433 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 1819 members 
Mstep: Class 40 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376780.000000 Penalty: 25740.931641
Iteration 214Q: 41 clusters Score -5.037678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 10150 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 479922 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6901 members 
Mstep: Class 7 contains 561164 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20193 members 
Mstep: Class 18 contains 2039 members 
Mstep: Class 19 contains 12319 members 
Mstep: Class 20 contains 103901 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12442 members 
Mstep: Class 23 contains 15573 members 
Mstep: Class 24 contains 20655 members 
Mstep: Class 25 contains 9550 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16036 members 
Mstep: Class 29 contains 796 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 7678 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 6433 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 1819 members 
Mstep: Class 40 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376776.000000 Penalty: 25740.931641
Iteration 215Q: 41 clusters Score -5.037678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 10150 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 479916 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6901 members 
Mstep: Class 7 contains 561164 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20192 members 
Mstep: Class 18 contains 2039 members 
Mstep: Class 19 contains 12319 members 
Mstep: Class 20 contains 103907 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12442 members 
Mstep: Class 23 contains 15573 members 
Mstep: Class 24 contains 20656 members 
Mstep: Class 25 contains 9550 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16036 members 
Mstep: Class 29 contains 796 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 7678 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 6433 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 1819 members 
Mstep: Class 40 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376768.000000 Penalty: 25740.931641
Iteration 216Q: 41 clusters Score -5.037677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 10150 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 479911 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6901 members 
Mstep: Class 7 contains 561162 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20192 members 
Mstep: Class 18 contains 2039 members 
Mstep: Class 19 contains 12319 members 
Mstep: Class 20 contains 103912 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12442 members 
Mstep: Class 23 contains 15573 members 
Mstep: Class 24 contains 20658 members 
Mstep: Class 25 contains 9550 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16036 members 
Mstep: Class 29 contains 796 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 7678 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 6433 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 1819 members 
Mstep: Class 40 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376788.000000 Penalty: 25740.931641
Iteration 217Q: 41 clusters Score -5.037679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 10150 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 479909 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6901 members 
Mstep: Class 7 contains 561161 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20191 members 
Mstep: Class 18 contains 2039 members 
Mstep: Class 19 contains 12319 members 
Mstep: Class 20 contains 103914 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12442 members 
Mstep: Class 23 contains 15573 members 
Mstep: Class 24 contains 20659 members 
Mstep: Class 25 contains 9550 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16037 members 
Mstep: Class 29 contains 796 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 7678 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 6433 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 1819 members 
Mstep: Class 40 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376792.000000 Penalty: 25740.931641
Iteration 218Q: 41 clusters Score -5.037679e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 10150 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 479910 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6901 members 
Mstep: Class 7 contains 561157 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20192 members 
Mstep: Class 18 contains 2039 members 
Mstep: Class 19 contains 12319 members 
Mstep: Class 20 contains 103913 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12442 members 
Mstep: Class 23 contains 15572 members 
Mstep: Class 24 contains 20663 members 
Mstep: Class 25 contains 9550 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16037 members 
Mstep: Class 29 contains 796 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 7678 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 6433 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 1819 members 
Mstep: Class 40 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376800.000000 Penalty: 25740.931641
Iteration 219Q: 41 clusters Score -5.03768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 10150 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 479909 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6902 members 
Mstep: Class 7 contains 561154 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20193 members 
Mstep: Class 18 contains 2039 members 
Mstep: Class 19 contains 12319 members 
Mstep: Class 20 contains 103913 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12442 members 
Mstep: Class 23 contains 15571 members 
Mstep: Class 24 contains 20666 members 
Mstep: Class 25 contains 9550 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16037 members 
Mstep: Class 29 contains 796 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 7678 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 6433 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 1819 members 
Mstep: Class 40 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376812.000000 Penalty: 25740.931641
Iteration 220F: 41 clusters Score -5.037681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 10150 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 479909 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6902 members 
Mstep: Class 7 contains 561152 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20192 members 
Mstep: Class 18 contains 2039 members 
Mstep: Class 19 contains 12319 members 
Mstep: Class 20 contains 103913 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12442 members 
Mstep: Class 23 contains 15570 members 
Mstep: Class 24 contains 20670 members 
Mstep: Class 25 contains 9550 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16037 members 
Mstep: Class 29 contains 796 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 7678 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 6433 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 1819 members 
Mstep: Class 40 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376816.000000 Penalty: 25740.931641
Iteration 221Q: 41 clusters Score -5.037682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 10150 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 479909 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6902 members 
Mstep: Class 7 contains 561149 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 20192 members 
Mstep: Class 18 contains 2039 members 
Mstep: Class 19 contains 12319 members 
Mstep: Class 20 contains 103913 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12442 members 
Mstep: Class 23 contains 15570 members 
Mstep: Class 24 contains 20673 members 
Mstep: Class 25 contains 9550 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16037 members 
Mstep: Class 29 contains 796 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 7678 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 6433 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 1819 members 
Mstep: Class 40 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376812.000000 Penalty: 25740.931641
Iteration 222Q: 41 clusters Score -5.037681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 10150 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 479909 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6902 members 
Mstep: Class 7 contains 561147 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 20192 members 
Mstep: Class 18 contains 2039 members 
Mstep: Class 19 contains 12319 members 
Mstep: Class 20 contains 103913 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12442 members 
Mstep: Class 23 contains 15570 members 
Mstep: Class 24 contains 20674 members 
Mstep: Class 25 contains 9550 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16037 members 
Mstep: Class 29 contains 796 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 7678 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 6433 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 1819 members 
Mstep: Class 40 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376824.000000 Penalty: 25740.931641
Iteration 223Q: 41 clusters Score -5.037682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 10150 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 479909 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6902 members 
Mstep: Class 7 contains 561147 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 20192 members 
Mstep: Class 18 contains 2039 members 
Mstep: Class 19 contains 12319 members 
Mstep: Class 20 contains 103913 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12442 members 
Mstep: Class 23 contains 15570 members 
Mstep: Class 24 contains 20674 members 
Mstep: Class 25 contains 9550 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16037 members 
Mstep: Class 29 contains 796 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 7678 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 6433 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 1819 members 
Mstep: Class 40 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50376824.000000 Penalty: 25740.931641
Iteration 224F: 41 clusters Score -5.037682e+07 nChanged 0
Entering ConstructFrom: 
Score: -50376824.000000 Penalty: 25740.931641
Entering ConstructFrom: 
Trying to split cluster 1 (13776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Entering Unmasked Estep 
Score: -493034.187500 Penalty: 433.646088
	Iteration 0F: 2 clusters Score -493034.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -483956.093750 Penalty: 867.292175
	Iteration 0F: 3 clusters Score -483956.1 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -487962.468750 Penalty: 867.292175
	Iteration 1F: 3 clusters Score -487962.5 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -488443.656250 Penalty: 867.292175
	Iteration 2F: 3 clusters Score -488443.7 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -488922.687500 Penalty: 867.292175
	Iteration 3F: 3 clusters Score -488922.7 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -489442.531250 Penalty: 867.292175
	Iteration 4F: 3 clusters Score -489442.5 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -490012.750000 Penalty: 867.292175
	Iteration 5F: 3 clusters Score -490012.8 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -490437.750000 Penalty: 867.292175
	Iteration 6Q: 3 clusters Score -490437.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -490648.250000 Penalty: 867.292175
	Iteration 7Q: 3 clusters Score -490648.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -490752.093750 Penalty: 867.292175
	Iteration 8Q: 3 clusters Score -490752.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -490828.031250 Penalty: 867.292175
	Iteration 9Q: 3 clusters Score -490828 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -490893.906250 Penalty: 867.292175
	Iteration 10Q: 3 clusters Score -490893.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -490958.937500 Penalty: 867.292175
	Iteration 11Q: 3 clusters Score -490958.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -491023.843750 Penalty: 867.292175
	Iteration 12Q: 3 clusters Score -491023.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -491099.000000 Penalty: 867.292175
	Iteration 13Q: 3 clusters Score -491099 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -491166.750000 Penalty: 867.292175
	Iteration 14Q: 3 clusters Score -491166.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -491221.406250 Penalty: 867.292175
	Iteration 15Q: 3 clusters Score -491221.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -491274.062500 Penalty: 867.292175
	Iteration 16Q: 3 clusters Score -491274.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -491336.593750 Penalty: 867.292175
	Iteration 17Q: 3 clusters Score -491336.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -491402.875000 Penalty: 867.292175
	Iteration 18Q: 3 clusters Score -491402.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -491472.406250 Penalty: 867.292175
	Iteration 19Q: 3 clusters Score -491472.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -491531.625000 Penalty: 867.292175
	Iteration 20F: 3 clusters Score -491531.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -491591.500000 Penalty: 867.292175
	Iteration 21Q: 3 clusters Score -491591.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -491654.000000 Penalty: 867.292175
	Iteration 22Q: 3 clusters Score -491654 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -491715.500000 Penalty: 867.292175
	Iteration 23Q: 3 clusters Score -491715.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -491775.218750 Penalty: 867.292175
	Iteration 24Q: 3 clusters Score -491775.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -491833.718750 Penalty: 867.292175
	Iteration 25Q: 3 clusters Score -491833.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -491887.843750 Penalty: 867.292175
	Iteration 26Q: 3 clusters Score -491887.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -491940.406250 Penalty: 867.292175
	Iteration 27Q: 3 clusters Score -491940.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -491986.156250 Penalty: 867.292175
	Iteration 28Q: 3 clusters Score -491986.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -492033.562500 Penalty: 867.292175
	Iteration 29Q: 3 clusters Score -492033.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -492075.500000 Penalty: 867.292175
	Iteration 30Q: 3 clusters Score -492075.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -492107.781250 Penalty: 867.292175
	Iteration 31Q: 3 clusters Score -492107.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -492131.156250 Penalty: 867.292175
	Iteration 32Q: 3 clusters Score -492131.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -492153.687500 Penalty: 867.292175
	Iteration 33Q: 3 clusters Score -492153.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -492171.781250 Penalty: 867.292175
	Iteration 34Q: 3 clusters Score -492171.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -492189.312500 Penalty: 867.292175
	Iteration 35Q: 3 clusters Score -492189.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -492204.312500 Penalty: 867.292175
	Iteration 36Q: 3 clusters Score -492204.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -492222.187500 Penalty: 867.292175
	Iteration 37Q: 3 clusters Score -492222.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -492241.156250 Penalty: 867.292175
	Iteration 38Q: 3 clusters Score -492241.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -492269.343750 Penalty: 867.292175
	Iteration 39Q: 3 clusters Score -492269.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -492298.500000 Penalty: 867.292175
	Iteration 40F: 3 clusters Score -492298.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -492327.062500 Penalty: 867.292175
	Iteration 41Q: 3 clusters Score -492327.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -492351.218750 Penalty: 867.292175
	Iteration 42Q: 3 clusters Score -492351.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -492369.812500 Penalty: 867.292175
	Iteration 43Q: 3 clusters Score -492369.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -492387.781250 Penalty: 867.292175
	Iteration 44Q: 3 clusters Score -492387.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -492410.593750 Penalty: 867.292175
	Iteration 45Q: 3 clusters Score -492410.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -492431.812500 Penalty: 867.292175
	Iteration 46Q: 3 clusters Score -492431.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -492447.593750 Penalty: 867.292175
	Iteration 47Q: 3 clusters Score -492447.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -492468.437500 Penalty: 867.292175
	Iteration 48Q: 3 clusters Score -492468.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -492484.968750 Penalty: 867.292175
	Iteration 49Q: 3 clusters Score -492485 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -492502.562500 Penalty: 867.292175
	Iteration 50Q: 3 clusters Score -492502.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -492527.156250 Penalty: 867.292175
	Iteration 51Q: 3 clusters Score -492527.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -492553.375000 Penalty: 867.292175
	Iteration 52Q: 3 clusters Score -492553.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -492569.562500 Penalty: 867.292175
	Iteration 53Q: 3 clusters Score -492569.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -492584.468750 Penalty: 867.292175
	Iteration 54Q: 3 clusters Score -492584.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -492598.093750 Penalty: 867.292175
	Iteration 55Q: 3 clusters Score -492598.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -492616.500000 Penalty: 867.292175
	Iteration 56Q: 3 clusters Score -492616.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -492630.625000 Penalty: 867.292175
	Iteration 57Q: 3 clusters Score -492630.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -492641.687500 Penalty: 867.292175
	Iteration 58Q: 3 clusters Score -492641.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -492648.562500 Penalty: 867.292175
	Iteration 59Q: 3 clusters Score -492648.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -492655.156250 Penalty: 867.292175
	Iteration 60F: 3 clusters Score -492655.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -492665.343750 Penalty: 867.292175
	Iteration 61Q: 3 clusters Score -492665.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -492678.218750 Penalty: 867.292175
	Iteration 62Q: 3 clusters Score -492678.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -492688.593750 Penalty: 867.292175
	Iteration 63Q: 3 clusters Score -492688.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -492695.843750 Penalty: 867.292175
	Iteration 64Q: 3 clusters Score -492695.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -492704.218750 Penalty: 867.292175
	Iteration 65Q: 3 clusters Score -492704.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -492711.375000 Penalty: 867.292175
	Iteration 66Q: 3 clusters Score -492711.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -492719.812500 Penalty: 867.292175
	Iteration 67Q: 3 clusters Score -492719.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -492726.656250 Penalty: 867.292175
	Iteration 68Q: 3 clusters Score -492726.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -492731.968750 Penalty: 867.292175
	Iteration 69Q: 3 clusters Score -492732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -492734.125000 Penalty: 867.292175
	Iteration 70Q: 3 clusters Score -492734.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -492736.031250 Penalty: 867.292175
	Iteration 71Q: 3 clusters Score -492736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -492740.156250 Penalty: 867.292175
	Iteration 72Q: 3 clusters Score -492740.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -492739.625000 Penalty: 867.292175
	Iteration 73Q: 3 clusters Score -492739.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -492740.187500 Penalty: 867.292175
	Iteration 74Q: 3 clusters Score -492740.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -492740.375000 Penalty: 867.292175
	Iteration 75Q: 3 clusters Score -492740.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -492742.562500 Penalty: 867.292175
	Iteration 76Q: 3 clusters Score -492742.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -492743.562500 Penalty: 867.292175
	Iteration 77Q: 3 clusters Score -492743.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -492746.062500 Penalty: 867.292175
	Iteration 78Q: 3 clusters Score -492746.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -492746.562500 Penalty: 867.292175
	Iteration 79Q: 3 clusters Score -492746.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -492749.468750 Penalty: 867.292175
	Iteration 80F: 3 clusters Score -492749.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -492750.781250 Penalty: 867.292175
	Iteration 81Q: 3 clusters Score -492750.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -492752.250000 Penalty: 867.292175
	Iteration 82Q: 3 clusters Score -492752.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -492752.625000 Penalty: 867.292175
	Iteration 83Q: 3 clusters Score -492752.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -492752.562500 Penalty: 867.292175
	Iteration 84Q: 3 clusters Score -492752.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -492752.562500 Penalty: 867.292175
	Iteration 85F: 3 clusters Score -492752.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Entering Unmasked Estep 
Score: -371746.187500 Penalty: 419.747925
	Iteration 0F: 2 clusters Score -371746.2 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 5106 members 
Entering Unmasked Estep 
Score: -364974.593750 Penalty: 839.495850
	Iteration 0F: 3 clusters Score -364974.6 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -367562.812500 Penalty: 839.495850
	Iteration 1F: 3 clusters Score -367562.8 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -367854.687500 Penalty: 839.495850
	Iteration 2F: 3 clusters Score -367854.7 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -368240.187500 Penalty: 839.495850
	Iteration 3F: 3 clusters Score -368240.2 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -368736.625000 Penalty: 839.495850
	Iteration 4F: 3 clusters Score -368736.6 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -369368.593750 Penalty: 839.495850
	Iteration 5F: 3 clusters Score -369368.6 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -370053.812500 Penalty: 839.495850
	Iteration 6F: 3 clusters Score -370053.8 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -370606.500000 Penalty: 839.495850
	Iteration 7F: 3 clusters Score -370606.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -370929.406250 Penalty: 839.495850
	Iteration 8Q: 3 clusters Score -370929.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -371144.406250 Penalty: 839.495850
	Iteration 9Q: 3 clusters Score -371144.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -371289.906250 Penalty: 839.495850
	Iteration 10Q: 3 clusters Score -371289.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -371380.875000 Penalty: 839.495850
	Iteration 11Q: 3 clusters Score -371380.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -371448.562500 Penalty: 839.495850
	Iteration 12Q: 3 clusters Score -371448.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -371516.250000 Penalty: 839.495850
	Iteration 13Q: 3 clusters Score -371516.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -371560.812500 Penalty: 839.495850
	Iteration 14Q: 3 clusters Score -371560.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -371620.093750 Penalty: 839.495850
	Iteration 15Q: 3 clusters Score -371620.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -371666.906250 Penalty: 839.495850
	Iteration 16Q: 3 clusters Score -371666.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -371685.156250 Penalty: 839.495850
	Iteration 17Q: 3 clusters Score -371685.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -371695.187500 Penalty: 839.495850
	Iteration 18Q: 3 clusters Score -371695.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -371700.500000 Penalty: 839.495850
	Iteration 19Q: 3 clusters Score -371700.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -371704.843750 Penalty: 839.495850
	Iteration 20F: 3 clusters Score -371704.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -371709.718750 Penalty: 839.495850
	Iteration 21Q: 3 clusters Score -371709.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -371715.875000 Penalty: 839.495850
	Iteration 22Q: 3 clusters Score -371715.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -371719.937500 Penalty: 839.495850
	Iteration 23Q: 3 clusters Score -371719.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -371721.468750 Penalty: 839.495850
	Iteration 24Q: 3 clusters Score -371721.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -371722.125000 Penalty: 839.495850
	Iteration 25Q: 3 clusters Score -371722.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -371722.187500 Penalty: 839.495850
	Iteration 26Q: 3 clusters Score -371722.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -371724.343750 Penalty: 839.495850
	Iteration 27Q: 3 clusters Score -371724.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -371724.375000 Penalty: 839.495850
	Iteration 28Q: 3 clusters Score -371724.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -371725.687500 Penalty: 839.495850
	Iteration 29Q: 3 clusters Score -371725.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -371727.750000 Penalty: 839.495850
	Iteration 30Q: 3 clusters Score -371727.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -371730.093750 Penalty: 839.495850
	Iteration 31Q: 3 clusters Score -371730.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -371731.062500 Penalty: 839.495850
	Iteration 32Q: 3 clusters Score -371731.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -371731.000000 Penalty: 839.495850
	Iteration 33Q: 3 clusters Score -371731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -371731.250000 Penalty: 839.495850
	Iteration 34Q: 3 clusters Score -371731.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -371731.437500 Penalty: 839.495850
	Iteration 35Q: 3 clusters Score -371731.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -371731.562500 Penalty: 839.495850
	Iteration 36Q: 3 clusters Score -371731.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -371731.156250 Penalty: 839.495850
	Iteration 37Q: 3 clusters Score -371731.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -371731.593750 Penalty: 839.495850
	Iteration 38Q: 3 clusters Score -371731.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -371731.500000 Penalty: 839.495850
	Iteration 39Q: 3 clusters Score -371731.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -371731.500000 Penalty: 839.495850
	Iteration 40F: 3 clusters Score -371731.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Entering Unmasked Estep 
Score: -251601.828125 Penalty: 404.098267
	Iteration 0F: 2 clusters Score -251601.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -246815.328125 Penalty: 808.196533
	Iteration 0F: 3 clusters Score -246815.3 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -248723.640625 Penalty: 808.196533
	Iteration 1F: 3 clusters Score -248723.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -248921.359375 Penalty: 808.196533
	Iteration 2F: 3 clusters Score -248921.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -249149.578125 Penalty: 808.196533
	Iteration 3F: 3 clusters Score -249149.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -249392.640625 Penalty: 808.196533
	Iteration 4F: 3 clusters Score -249392.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -249651.812500 Penalty: 808.196533
	Iteration 5F: 3 clusters Score -249651.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -249905.640625 Penalty: 808.196533
	Iteration 6F: 3 clusters Score -249905.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -250107.390625 Penalty: 808.196533
	Iteration 7Q: 3 clusters Score -250107.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -250273.484375 Penalty: 808.196533
	Iteration 8Q: 3 clusters Score -250273.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -250374.593750 Penalty: 808.196533
	Iteration 9Q: 3 clusters Score -250374.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -250442.921875 Penalty: 808.196533
	Iteration 10Q: 3 clusters Score -250442.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -250501.671875 Penalty: 808.196533
	Iteration 11Q: 3 clusters Score -250501.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -250556.484375 Penalty: 808.196533
	Iteration 12Q: 3 clusters Score -250556.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -250607.562500 Penalty: 808.196533
	Iteration 13Q: 3 clusters Score -250607.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -250645.046875 Penalty: 808.196533
	Iteration 14Q: 3 clusters Score -250645 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -250680.515625 Penalty: 808.196533
	Iteration 15Q: 3 clusters Score -250680.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -250720.125000 Penalty: 808.196533
	Iteration 16Q: 3 clusters Score -250720.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -250748.718750 Penalty: 808.196533
	Iteration 17Q: 3 clusters Score -250748.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -250782.578125 Penalty: 808.196533
	Iteration 18Q: 3 clusters Score -250782.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -250822.875000 Penalty: 808.196533
	Iteration 19Q: 3 clusters Score -250822.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -250866.406250 Penalty: 808.196533
	Iteration 20F: 3 clusters Score -250866.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -250910.187500 Penalty: 808.196533
	Iteration 21Q: 3 clusters Score -250910.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -250963.234375 Penalty: 808.196533
	Iteration 22Q: 3 clusters Score -250963.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -251004.718750 Penalty: 808.196533
	Iteration 23Q: 3 clusters Score -251004.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -251051.671875 Penalty: 808.196533
	Iteration 24Q: 3 clusters Score -251051.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -251091.078125 Penalty: 808.196533
	Iteration 25Q: 3 clusters Score -251091.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -251120.296875 Penalty: 808.196533
	Iteration 26Q: 3 clusters Score -251120.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -251138.875000 Penalty: 808.196533
	Iteration 27Q: 3 clusters Score -251138.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -251159.812500 Penalty: 808.196533
	Iteration 28Q: 3 clusters Score -251159.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -251174.000000 Penalty: 808.196533
	Iteration 29Q: 3 clusters Score -251174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -251186.500000 Penalty: 808.196533
	Iteration 30Q: 3 clusters Score -251186.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -251194.890625 Penalty: 808.196533
	Iteration 31Q: 3 clusters Score -251194.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -251199.984375 Penalty: 808.196533
	Iteration 32Q: 3 clusters Score -251200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -251206.328125 Penalty: 808.196533
	Iteration 33Q: 3 clusters Score -251206.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -251212.250000 Penalty: 808.196533
	Iteration 34Q: 3 clusters Score -251212.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -251217.781250 Penalty: 808.196533
	Iteration 35Q: 3 clusters Score -251217.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -251226.812500 Penalty: 808.196533
	Iteration 36Q: 3 clusters Score -251226.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -251233.437500 Penalty: 808.196533
	Iteration 37Q: 3 clusters Score -251233.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -251240.578125 Penalty: 808.196533
	Iteration 38Q: 3 clusters Score -251240.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -251243.437500 Penalty: 808.196533
	Iteration 39Q: 3 clusters Score -251243.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -251245.968750 Penalty: 808.196533
	Iteration 40F: 3 clusters Score -251246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -251251.046875 Penalty: 808.196533
	Iteration 41Q: 3 clusters Score -251251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -251257.750000 Penalty: 808.196533
	Iteration 42Q: 3 clusters Score -251257.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -251265.500000 Penalty: 808.196533
	Iteration 43Q: 3 clusters Score -251265.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -251274.906250 Penalty: 808.196533
	Iteration 44Q: 3 clusters Score -251274.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -251279.406250 Penalty: 808.196533
	Iteration 45Q: 3 clusters Score -251279.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -251282.937500 Penalty: 808.196533
	Iteration 46Q: 3 clusters Score -251282.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -251285.328125 Penalty: 808.196533
	Iteration 47Q: 3 clusters Score -251285.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -251290.515625 Penalty: 808.196533
	Iteration 48Q: 3 clusters Score -251290.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -251293.421875 Penalty: 808.196533
	Iteration 49Q: 3 clusters Score -251293.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -251294.625000 Penalty: 808.196533
	Iteration 50Q: 3 clusters Score -251294.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -251295.546875 Penalty: 808.196533
	Iteration 51Q: 3 clusters Score -251295.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -251297.828125 Penalty: 808.196533
	Iteration 52Q: 3 clusters Score -251297.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -251299.062500 Penalty: 808.196533
	Iteration 53Q: 3 clusters Score -251299.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -251300.968750 Penalty: 808.196533
	Iteration 54Q: 3 clusters Score -251301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -251301.750000 Penalty: 808.196533
	Iteration 55Q: 3 clusters Score -251301.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -251302.875000 Penalty: 808.196533
	Iteration 56Q: 3 clusters Score -251302.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -251303.265625 Penalty: 808.196533
	Iteration 57Q: 3 clusters Score -251303.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -251303.734375 Penalty: 808.196533
	Iteration 58Q: 3 clusters Score -251303.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -251304.218750 Penalty: 808.196533
	Iteration 59Q: 3 clusters Score -251304.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -251303.968750 Penalty: 808.196533
	Iteration 60F: 3 clusters Score -251304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -251304.328125 Penalty: 808.196533
	Iteration 61Q: 3 clusters Score -251304.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -251305.000000 Penalty: 808.196533
	Iteration 62Q: 3 clusters Score -251305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -251306.437500 Penalty: 808.196533
	Iteration 63Q: 3 clusters Score -251306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -251307.250000 Penalty: 808.196533
	Iteration 64Q: 3 clusters Score -251307.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -251308.078125 Penalty: 808.196533
	Iteration 65Q: 3 clusters Score -251308.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -251310.890625 Penalty: 808.196533
	Iteration 66Q: 3 clusters Score -251310.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -251313.609375 Penalty: 808.196533
	Iteration 67Q: 3 clusters Score -251313.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -251315.281250 Penalty: 808.196533
	Iteration 68Q: 3 clusters Score -251315.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -251316.843750 Penalty: 808.196533
	Iteration 69Q: 3 clusters Score -251316.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -251317.281250 Penalty: 808.196533
	Iteration 70Q: 3 clusters Score -251317.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -251317.937500 Penalty: 808.196533
	Iteration 71Q: 3 clusters Score -251317.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -251317.937500 Penalty: 808.196533
	Iteration 72F: 3 clusters Score -251317.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (479909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479909 members 
Entering Unmasked Estep 
Score: -18412470.000000 Penalty: 595.201538
	Iteration 0F: 2 clusters Score -1.841247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239894 members 
Mstep: Class 2 contains 240015 members 
Entering Unmasked Estep 
Score: -18090808.000000 Penalty: 1190.403076
	Iteration 0F: 3 clusters Score -1.809081e+07 nChanged 237296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232462 members 
Mstep: Class 2 contains 247447 members 
Entering Unmasked Estep 
Score: -18237134.000000 Penalty: 1190.403076
	Iteration 1F: 3 clusters Score -1.823713e+07 nChanged 15802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228528 members 
Mstep: Class 2 contains 251381 members 
Entering Unmasked Estep 
Score: -18241554.000000 Penalty: 1190.403076
	Iteration 2Q: 3 clusters Score -1.824155e+07 nChanged 18678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222994 members 
Mstep: Class 2 contains 256915 members 
Entering Unmasked Estep 
Score: -18248730.000000 Penalty: 1190.403076
	Iteration 3Q: 3 clusters Score -1.824873e+07 nChanged 22840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215570 members 
Mstep: Class 2 contains 264339 members 
Entering Unmasked Estep 
Score: -18261072.000000 Penalty: 1190.403076
	Iteration 4Q: 3 clusters Score -1.826107e+07 nChanged 27638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206300 members 
Mstep: Class 2 contains 273609 members 
Entering Unmasked Estep 
Score: -18280802.000000 Penalty: 1190.403076
	Iteration 5F: 3 clusters Score -1.82808e+07 nChanged 31299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196769 members 
Mstep: Class 2 contains 283140 members 
Entering Unmasked Estep 
Score: -18306158.000000 Penalty: 1190.403076
	Iteration 6F: 3 clusters Score -1.830616e+07 nChanged 29497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189166 members 
Mstep: Class 2 contains 290743 members 
Entering Unmasked Estep 
Score: -18324898.000000 Penalty: 1190.403076
	Iteration 7F: 3 clusters Score -1.83249e+07 nChanged 20044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182932 members 
Mstep: Class 2 contains 296977 members 
Entering Unmasked Estep 
Score: -18331434.000000 Penalty: 1190.403076
	Iteration 8Q: 3 clusters Score -1.833143e+07 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176578 members 
Mstep: Class 2 contains 303331 members 
Entering Unmasked Estep 
Score: -18333762.000000 Penalty: 1190.403076
	Iteration 9Q: 3 clusters Score -1.833376e+07 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169487 members 
Mstep: Class 2 contains 310422 members 
Entering Unmasked Estep 
Score: -18335572.000000 Penalty: 1190.403076
	Iteration 10Q: 3 clusters Score -1.833557e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161657 members 
Mstep: Class 2 contains 318252 members 
Entering Unmasked Estep 
Score: -18337170.000000 Penalty: 1190.403076
	Iteration 11Q: 3 clusters Score -1.833717e+07 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153065 members 
Mstep: Class 2 contains 326844 members 
Entering Unmasked Estep 
Score: -18339406.000000 Penalty: 1190.403076
	Iteration 12Q: 3 clusters Score -1.833941e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144145 members 
Mstep: Class 2 contains 335764 members 
Entering Unmasked Estep 
Score: -18341832.000000 Penalty: 1190.403076
	Iteration 13Q: 3 clusters Score -1.834183e+07 nChanged 9430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134715 members 
Mstep: Class 2 contains 345194 members 
Entering Unmasked Estep 
Score: -18344530.000000 Penalty: 1190.403076
	Iteration 14Q: 3 clusters Score -1.834453e+07 nChanged 10094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124621 members 
Mstep: Class 2 contains 355288 members 
Entering Unmasked Estep 
Score: -18347592.000000 Penalty: 1190.403076
	Iteration 15Q: 3 clusters Score -1.834759e+07 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113841 members 
Mstep: Class 2 contains 366068 members 
Entering Unmasked Estep 
Score: -18351042.000000 Penalty: 1190.403076
	Iteration 16Q: 3 clusters Score -1.835104e+07 nChanged 11426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102415 members 
Mstep: Class 2 contains 377494 members 
Entering Unmasked Estep 
Score: -18355346.000000 Penalty: 1190.403076
	Iteration 17Q: 3 clusters Score -1.835535e+07 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90497 members 
Mstep: Class 2 contains 389412 members 
Entering Unmasked Estep 
Score: -18360220.000000 Penalty: 1190.403076
	Iteration 18Q: 3 clusters Score -1.836022e+07 nChanged 12161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78336 members 
Mstep: Class 2 contains 401573 members 
Entering Unmasked Estep 
Score: -18365942.000000 Penalty: 1190.403076
	Iteration 19Q: 3 clusters Score -1.836594e+07 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66376 members 
Mstep: Class 2 contains 413533 members 
Entering Unmasked Estep 
Score: -18371392.000000 Penalty: 1190.403076
	Iteration 20F: 3 clusters Score -1.837139e+07 nChanged 11586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54790 members 
Mstep: Class 2 contains 425119 members 
Entering Unmasked Estep 
Score: -18377528.000000 Penalty: 1190.403076
	Iteration 21Q: 3 clusters Score -1.837753e+07 nChanged 10951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 436070 members 
Entering Unmasked Estep 
Score: -18383498.000000 Penalty: 1190.403076
	Iteration 22Q: 3 clusters Score -1.83835e+07 nChanged 9933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 446003 members 
Entering Unmasked Estep 
Score: -18389370.000000 Penalty: 1190.403076
	Iteration 23Q: 3 clusters Score -1.838937e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 454594 members 
Entering Unmasked Estep 
Score: -18394668.000000 Penalty: 1190.403076
	Iteration 24Q: 3 clusters Score -1.839467e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 461558 members 
Entering Unmasked Estep 
Score: -18399140.000000 Penalty: 1190.403076
	Iteration 25Q: 3 clusters Score -1.839914e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 467047 members 
Entering Unmasked Estep 
Score: -18402790.000000 Penalty: 1190.403076
	Iteration 26Q: 3 clusters Score -1.840279e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 471326 members 
Entering Unmasked Estep 
Score: -18405764.000000 Penalty: 1190.403076
	Iteration 27Q: 3 clusters Score -1.840576e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 474617 members 
Entering Unmasked Estep 
Score: -18408162.000000 Penalty: 1190.403076
	Iteration 28Q: 3 clusters Score -1.840816e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 476952 members 
Entering Unmasked Estep 
Score: -18409996.000000 Penalty: 1190.403076
	Iteration 29Q: 3 clusters Score -1.841e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 478330 members 
Entering Unmasked Estep 
Score: -18411058.000000 Penalty: 1190.403076
	Iteration 30Q: 3 clusters Score -1.841106e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 478979 members 
Entering Unmasked Estep 
Score: -18411524.000000 Penalty: 1190.403076
	Iteration 31Q: 3 clusters Score -1.841152e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 479293 members 
Entering Unmasked Estep 
Score: -18411758.000000 Penalty: 1190.403076
	Iteration 32Q: 3 clusters Score -1.841176e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 479438 members 
Entering Unmasked Estep 
Score: -18411866.000000 Penalty: 1190.403076
	Iteration 33Q: 3 clusters Score -1.841187e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 479523 members 
Entering Unmasked Estep 
Score: -18411938.000000 Penalty: 1190.403076
	Iteration 34Q: 3 clusters Score -1.841194e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 479570 members 
Entering Unmasked Estep 
Score: -18411984.000000 Penalty: 1190.403076
	Iteration 35Q: 3 clusters Score -1.841198e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 479598 members 
Entering Unmasked Estep 
Score: -18412012.000000 Penalty: 1190.403076
	Iteration 36Q: 3 clusters Score -1.841201e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 479605 members 
Entering Unmasked Estep 
Score: -18411992.000000 Penalty: 1190.403076
	Iteration 37Q: 3 clusters Score -1.841199e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 479618 members 
Entering Unmasked Estep 
Score: -18412006.000000 Penalty: 1190.403076
	Iteration 38Q: 3 clusters Score -1.841201e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 479624 members 
Entering Unmasked Estep 
Score: -18411994.000000 Penalty: 1190.403076
	Iteration 39Q: 3 clusters Score -1.841199e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 479632 members 
Entering Unmasked Estep 
Score: -18412008.000000 Penalty: 1190.403076
	Iteration 40F: 3 clusters Score -1.841201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 479636 members 
Entering Unmasked Estep 
Score: -18412004.000000 Penalty: 1190.403076
	Iteration 41Q: 3 clusters Score -1.8412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 479641 members 
Entering Unmasked Estep 
Score: -18412006.000000 Penalty: 1190.403076
	Iteration 42Q: 3 clusters Score -1.841201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 479640 members 
Entering Unmasked Estep 
Score: -18412024.000000 Penalty: 1190.403076
	Iteration 43Q: 3 clusters Score -1.841202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 479634 members 
Entering Unmasked Estep 
Score: -18412026.000000 Penalty: 1190.403076
	Iteration 44Q: 3 clusters Score -1.841203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 479628 members 
Entering Unmasked Estep 
Score: -18412028.000000 Penalty: 1190.403076
	Iteration 45Q: 3 clusters Score -1.841203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 479627 members 
Entering Unmasked Estep 
Score: -18412034.000000 Penalty: 1190.403076
	Iteration 46Q: 3 clusters Score -1.841203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 479626 members 
Entering Unmasked Estep 
Score: -18412026.000000 Penalty: 1190.403076
	Iteration 47Q: 3 clusters Score -1.841203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 479623 members 
Entering Unmasked Estep 
Score: -18412038.000000 Penalty: 1190.403076
	Iteration 48Q: 3 clusters Score -1.841204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 479619 members 
Entering Unmasked Estep 
Score: -18412032.000000 Penalty: 1190.403076
	Iteration 49Q: 3 clusters Score -1.841203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 479619 members 
Entering Unmasked Estep 
Score: -18412034.000000 Penalty: 1190.403076
	Iteration 50Q: 3 clusters Score -1.841203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 479616 members 
Entering Unmasked Estep 
Score: -18412030.000000 Penalty: 1190.403076
	Iteration 51Q: 3 clusters Score -1.841203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 479614 members 
Entering Unmasked Estep 
Score: -18412038.000000 Penalty: 1190.403076
	Iteration 52Q: 3 clusters Score -1.841204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 479612 members 
Entering Unmasked Estep 
Score: -18412032.000000 Penalty: 1190.403076
	Iteration 53Q: 3 clusters Score -1.841203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 479608 members 
Entering Unmasked Estep 
Score: -18412026.000000 Penalty: 1190.403076
	Iteration 54Q: 3 clusters Score -1.841203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 479606 members 
Entering Unmasked Estep 
Score: -18412026.000000 Penalty: 1190.403076
	Iteration 55Q: 3 clusters Score -1.841203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 479606 members 
Entering Unmasked Estep 
Score: -18412026.000000 Penalty: 1190.403076
	Iteration 56Q: 3 clusters Score -1.841203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 479607 members 
Entering Unmasked Estep 
Score: -18412024.000000 Penalty: 1190.403076
	Iteration 57Q: 3 clusters Score -1.841202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 479607 members 
Entering Unmasked Estep 
Score: -18412024.000000 Penalty: 1190.403076
	Iteration 58F: 3 clusters Score -1.841202e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -304170.406250 Penalty: 410.641815
	Iteration 0F: 2 clusters Score -304170.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -298597.281250 Penalty: 821.283630
	Iteration 0F: 3 clusters Score -298597.3 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -300906.531250 Penalty: 821.283630
	Iteration 1F: 3 clusters Score -300906.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -301193.125000 Penalty: 821.283630
	Iteration 2F: 3 clusters Score -301193.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -301578.281250 Penalty: 821.283630
	Iteration 3F: 3 clusters Score -301578.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -302037.187500 Penalty: 821.283630
	Iteration 4F: 3 clusters Score -302037.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -302374.406250 Penalty: 821.283630
	Iteration 5F: 3 clusters Score -302374.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -302638.406250 Penalty: 821.283630
	Iteration 6Q: 3 clusters Score -302638.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -302889.218750 Penalty: 821.283630
	Iteration 7Q: 3 clusters Score -302889.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -303110.218750 Penalty: 821.283630
	Iteration 8Q: 3 clusters Score -303110.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -303253.031250 Penalty: 821.283630
	Iteration 9Q: 3 clusters Score -303253 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -303360.031250 Penalty: 821.283630
	Iteration 10Q: 3 clusters Score -303360 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -303440.406250 Penalty: 821.283630
	Iteration 11Q: 3 clusters Score -303440.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -303511.937500 Penalty: 821.283630
	Iteration 12Q: 3 clusters Score -303511.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -303576.187500 Penalty: 821.283630
	Iteration 13Q: 3 clusters Score -303576.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -303627.468750 Penalty: 821.283630
	Iteration 14Q: 3 clusters Score -303627.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -303660.062500 Penalty: 821.283630
	Iteration 15Q: 3 clusters Score -303660.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -303686.750000 Penalty: 821.283630
	Iteration 16Q: 3 clusters Score -303686.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -303715.968750 Penalty: 821.283630
	Iteration 17Q: 3 clusters Score -303716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -303749.531250 Penalty: 821.283630
	Iteration 18Q: 3 clusters Score -303749.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -303772.625000 Penalty: 821.283630
	Iteration 19Q: 3 clusters Score -303772.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -303790.656250 Penalty: 821.283630
	Iteration 20F: 3 clusters Score -303790.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -303799.375000 Penalty: 821.283630
	Iteration 21Q: 3 clusters Score -303799.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -303807.593750 Penalty: 821.283630
	Iteration 22Q: 3 clusters Score -303807.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -303812.156250 Penalty: 821.283630
	Iteration 23Q: 3 clusters Score -303812.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -303814.593750 Penalty: 821.283630
	Iteration 24Q: 3 clusters Score -303814.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -303816.312500 Penalty: 821.283630
	Iteration 25Q: 3 clusters Score -303816.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -303818.125000 Penalty: 821.283630
	Iteration 26Q: 3 clusters Score -303818.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -303820.250000 Penalty: 821.283630
	Iteration 27Q: 3 clusters Score -303820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -303820.562500 Penalty: 821.283630
	Iteration 28Q: 3 clusters Score -303820.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -303820.562500 Penalty: 821.283630
	Iteration 29F: 3 clusters Score -303820.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Entering Unmasked Estep 
Score: -243743.000000 Penalty: 402.200256
	Iteration 0F: 2 clusters Score -243743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -239126.765625 Penalty: 804.400513
	Iteration 0F: 3 clusters Score -239126.8 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -241120.046875 Penalty: 804.400513
	Iteration 1F: 3 clusters Score -241120 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -241475.546875 Penalty: 804.400513
	Iteration 2F: 3 clusters Score -241475.5 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -241930.921875 Penalty: 804.400513
	Iteration 3F: 3 clusters Score -241930.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -242400.390625 Penalty: 804.400513
	Iteration 4F: 3 clusters Score -242400.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -242776.781250 Penalty: 804.400513
	Iteration 5F: 3 clusters Score -242776.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -243072.359375 Penalty: 804.400513
	Iteration 6Q: 3 clusters Score -243072.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -243323.343750 Penalty: 804.400513
	Iteration 7Q: 3 clusters Score -243323.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -243502.546875 Penalty: 804.400513
	Iteration 8Q: 3 clusters Score -243502.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -243630.390625 Penalty: 804.400513
	Iteration 9Q: 3 clusters Score -243630.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -243696.750000 Penalty: 804.400513
	Iteration 10Q: 3 clusters Score -243696.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -243735.781250 Penalty: 804.400513
	Iteration 11Q: 3 clusters Score -243735.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -243756.781250 Penalty: 804.400513
	Iteration 12Q: 3 clusters Score -243756.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -243770.640625 Penalty: 804.400513
	Iteration 13Q: 3 clusters Score -243770.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -243783.718750 Penalty: 804.400513
	Iteration 14Q: 3 clusters Score -243783.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -243789.593750 Penalty: 804.400513
	Iteration 15Q: 3 clusters Score -243789.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -243793.625000 Penalty: 804.400513
	Iteration 16Q: 3 clusters Score -243793.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -243796.234375 Penalty: 804.400513
	Iteration 17Q: 3 clusters Score -243796.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -243796.906250 Penalty: 804.400513
	Iteration 18Q: 3 clusters Score -243796.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -243797.765625 Penalty: 804.400513
	Iteration 19Q: 3 clusters Score -243797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -243798.218750 Penalty: 804.400513
	Iteration 20F: 3 clusters Score -243798.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -243797.531250 Penalty: 804.400513
	Iteration 21Q: 3 clusters Score -243797.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -243798.125000 Penalty: 804.400513
	Iteration 22Q: 3 clusters Score -243798.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -243798.125000 Penalty: 804.400513
	Iteration 23F: 3 clusters Score -243798.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 10150 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 479909 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 7 contains 561147 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 20192 members 
Mstep: Class 18 contains 2039 members 
Mstep: Class 19 contains 12319 members 
Mstep: Class 20 contains 103913 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12442 members 
Mstep: Class 23 contains 15570 members 
Mstep: Class 24 contains 20674 members 
Mstep: Class 25 contains 9550 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16037 members 
Mstep: Class 29 contains 796 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 7678 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 6433 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 1819 members 
Mstep: Class 40 contains 3678 members 
Mstep: Class 41 contains 5624 members 
Entering Unmasked Estep 
Score: -50376628.000000 Penalty: 26384.455078
Splitting cluster 6 changes total score from -50376824.000000 to -50376628.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (561147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561147 members 
Entering Unmasked Estep 
Score: -21632254.000000 Penalty: 602.317078
	Iteration 0F: 2 clusters Score -2.163225e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280258 members 
Mstep: Class 2 contains 280889 members 
Entering Unmasked Estep 
Score: -21279468.000000 Penalty: 1204.634155
	Iteration 0F: 3 clusters Score -2.127947e+07 nChanged 278196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256798 members 
Mstep: Class 2 contains 304349 members 
Entering Unmasked Estep 
Score: -21450416.000000 Penalty: 1204.634155
	Iteration 1F: 3 clusters Score -2.145042e+07 nChanged 20981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242803 members 
Mstep: Class 2 contains 318344 members 
Entering Unmasked Estep 
Score: -21458304.000000 Penalty: 1204.634155
	Iteration 2Q: 3 clusters Score -2.14583e+07 nChanged 26737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222110 members 
Mstep: Class 2 contains 339037 members 
Entering Unmasked Estep 
Score: -21471102.000000 Penalty: 1204.634155
	Iteration 3Q: 3 clusters Score -2.14711e+07 nChanged 34795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195699 members 
Mstep: Class 2 contains 365448 members 
Entering Unmasked Estep 
Score: -21491144.000000 Penalty: 1204.634155
	Iteration 4F: 3 clusters Score -2.149114e+07 nChanged 39391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168116 members 
Mstep: Class 2 contains 393031 members 
Entering Unmasked Estep 
Score: -21516184.000000 Penalty: 1204.634155
	Iteration 5F: 3 clusters Score -2.151618e+07 nChanged 36618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147386 members 
Mstep: Class 2 contains 413761 members 
Entering Unmasked Estep 
Score: -21538824.000000 Penalty: 1204.634155
	Iteration 6F: 3 clusters Score -2.153882e+07 nChanged 29617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137493 members 
Mstep: Class 2 contains 423654 members 
Entering Unmasked Estep 
Score: -21553584.000000 Penalty: 1204.634155
	Iteration 7F: 3 clusters Score -2.155358e+07 nChanged 21831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134808 members 
Mstep: Class 2 contains 426339 members 
Entering Unmasked Estep 
Score: -21561152.000000 Penalty: 1204.634155
	Iteration 8Q: 3 clusters Score -2.156115e+07 nChanged 14176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134820 members 
Mstep: Class 2 contains 426327 members 
Entering Unmasked Estep 
Score: -21563764.000000 Penalty: 1204.634155
	Iteration 9Q: 3 clusters Score -2.156376e+07 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135569 members 
Mstep: Class 2 contains 425578 members 
Entering Unmasked Estep 
Score: -21564032.000000 Penalty: 1204.634155
	Iteration 10Q: 3 clusters Score -2.156403e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136691 members 
Mstep: Class 2 contains 424456 members 
Entering Unmasked Estep 
Score: -21564110.000000 Penalty: 1204.634155
	Iteration 11Q: 3 clusters Score -2.156411e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137828 members 
Mstep: Class 2 contains 423319 members 
Entering Unmasked Estep 
Score: -21564056.000000 Penalty: 1204.634155
	Iteration 12Q: 3 clusters Score -2.156406e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139138 members 
Mstep: Class 2 contains 422009 members 
Entering Unmasked Estep 
Score: -21563702.000000 Penalty: 1204.634155
	Iteration 13Q: 3 clusters Score -2.15637e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140729 members 
Mstep: Class 2 contains 420418 members 
Entering Unmasked Estep 
Score: -21563582.000000 Penalty: 1204.634155
	Iteration 14Q: 3 clusters Score -2.156358e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142486 members 
Mstep: Class 2 contains 418661 members 
Entering Unmasked Estep 
Score: -21563316.000000 Penalty: 1204.634155
	Iteration 15Q: 3 clusters Score -2.156332e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144288 members 
Mstep: Class 2 contains 416859 members 
Entering Unmasked Estep 
Score: -21563218.000000 Penalty: 1204.634155
	Iteration 16Q: 3 clusters Score -2.156322e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146166 members 
Mstep: Class 2 contains 414981 members 
Entering Unmasked Estep 
Score: -21563484.000000 Penalty: 1204.634155
	Iteration 17Q: 3 clusters Score -2.156348e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148118 members 
Mstep: Class 2 contains 413029 members 
Entering Unmasked Estep 
Score: -21563466.000000 Penalty: 1204.634155
	Iteration 18Q: 3 clusters Score -2.156347e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150238 members 
Mstep: Class 2 contains 410909 members 
Entering Unmasked Estep 
Score: -21563302.000000 Penalty: 1204.634155
	Iteration 19Q: 3 clusters Score -2.15633e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152396 members 
Mstep: Class 2 contains 408751 members 
Entering Unmasked Estep 
Score: -21563242.000000 Penalty: 1204.634155
	Iteration 20F: 3 clusters Score -2.156324e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154466 members 
Mstep: Class 2 contains 406681 members 
Entering Unmasked Estep 
Score: -21563464.000000 Penalty: 1204.634155
	Iteration 21Q: 3 clusters Score -2.156346e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156394 members 
Mstep: Class 2 contains 404753 members 
Entering Unmasked Estep 
Score: -21563480.000000 Penalty: 1204.634155
	Iteration 22Q: 3 clusters Score -2.156348e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158276 members 
Mstep: Class 2 contains 402871 members 
Entering Unmasked Estep 
Score: -21563424.000000 Penalty: 1204.634155
	Iteration 23Q: 3 clusters Score -2.156342e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160136 members 
Mstep: Class 2 contains 401011 members 
Entering Unmasked Estep 
Score: -21563340.000000 Penalty: 1204.634155
	Iteration 24Q: 3 clusters Score -2.156334e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162001 members 
Mstep: Class 2 contains 399146 members 
Entering Unmasked Estep 
Score: -21563444.000000 Penalty: 1204.634155
	Iteration 25Q: 3 clusters Score -2.156344e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164073 members 
Mstep: Class 2 contains 397074 members 
Entering Unmasked Estep 
Score: -21563362.000000 Penalty: 1204.634155
	Iteration 26Q: 3 clusters Score -2.156336e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166008 members 
Mstep: Class 2 contains 395139 members 
Entering Unmasked Estep 
Score: -21563224.000000 Penalty: 1204.634155
	Iteration 27Q: 3 clusters Score -2.156322e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167945 members 
Mstep: Class 2 contains 393202 members 
Entering Unmasked Estep 
Score: -21563242.000000 Penalty: 1204.634155
	Iteration 28Q: 3 clusters Score -2.156324e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169950 members 
Mstep: Class 2 contains 391197 members 
Entering Unmasked Estep 
Score: -21563338.000000 Penalty: 1204.634155
	Iteration 29Q: 3 clusters Score -2.156334e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171904 members 
Mstep: Class 2 contains 389243 members 
Entering Unmasked Estep 
Score: -21563238.000000 Penalty: 1204.634155
	Iteration 30Q: 3 clusters Score -2.156324e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173898 members 
Mstep: Class 2 contains 387249 members 
Entering Unmasked Estep 
Score: -21563432.000000 Penalty: 1204.634155
	Iteration 31Q: 3 clusters Score -2.156343e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176025 members 
Mstep: Class 2 contains 385122 members 
Entering Unmasked Estep 
Score: -21563234.000000 Penalty: 1204.634155
	Iteration 32Q: 3 clusters Score -2.156323e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178057 members 
Mstep: Class 2 contains 383090 members 
Entering Unmasked Estep 
Score: -21563206.000000 Penalty: 1204.634155
	Iteration 33Q: 3 clusters Score -2.156321e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180082 members 
Mstep: Class 2 contains 381065 members 
Entering Unmasked Estep 
Score: -21563120.000000 Penalty: 1204.634155
	Iteration 34Q: 3 clusters Score -2.156312e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182107 members 
Mstep: Class 2 contains 379040 members 
Entering Unmasked Estep 
Score: -21563016.000000 Penalty: 1204.634155
	Iteration 35Q: 3 clusters Score -2.156302e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184033 members 
Mstep: Class 2 contains 377114 members 
Entering Unmasked Estep 
Score: -21563038.000000 Penalty: 1204.634155
	Iteration 36Q: 3 clusters Score -2.156304e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185874 members 
Mstep: Class 2 contains 375273 members 
Entering Unmasked Estep 
Score: -21563012.000000 Penalty: 1204.634155
	Iteration 37Q: 3 clusters Score -2.156301e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187712 members 
Mstep: Class 2 contains 373435 members 
Entering Unmasked Estep 
Score: -21562902.000000 Penalty: 1204.634155
	Iteration 38Q: 3 clusters Score -2.15629e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189605 members 
Mstep: Class 2 contains 371542 members 
Entering Unmasked Estep 
Score: -21562934.000000 Penalty: 1204.634155
	Iteration 39Q: 3 clusters Score -2.156293e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191349 members 
Mstep: Class 2 contains 369798 members 
Entering Unmasked Estep 
Score: -21562990.000000 Penalty: 1204.634155
	Iteration 40F: 3 clusters Score -2.156299e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193184 members 
Mstep: Class 2 contains 367963 members 
Entering Unmasked Estep 
Score: -21562960.000000 Penalty: 1204.634155
	Iteration 41Q: 3 clusters Score -2.156296e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194945 members 
Mstep: Class 2 contains 366202 members 
Entering Unmasked Estep 
Score: -21562906.000000 Penalty: 1204.634155
	Iteration 42Q: 3 clusters Score -2.156291e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196713 members 
Mstep: Class 2 contains 364434 members 
Entering Unmasked Estep 
Score: -21562700.000000 Penalty: 1204.634155
	Iteration 43Q: 3 clusters Score -2.15627e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198502 members 
Mstep: Class 2 contains 362645 members 
Entering Unmasked Estep 
Score: -21562510.000000 Penalty: 1204.634155
	Iteration 44Q: 3 clusters Score -2.156251e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200140 members 
Mstep: Class 2 contains 361007 members 
Entering Unmasked Estep 
Score: -21562464.000000 Penalty: 1204.634155
	Iteration 45Q: 3 clusters Score -2.156246e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201661 members 
Mstep: Class 2 contains 359486 members 
Entering Unmasked Estep 
Score: -21562498.000000 Penalty: 1204.634155
	Iteration 46Q: 3 clusters Score -2.15625e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203244 members 
Mstep: Class 2 contains 357903 members 
Entering Unmasked Estep 
Score: -21562338.000000 Penalty: 1204.634155
	Iteration 47Q: 3 clusters Score -2.156234e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204854 members 
Mstep: Class 2 contains 356293 members 
Entering Unmasked Estep 
Score: -21562270.000000 Penalty: 1204.634155
	Iteration 48Q: 3 clusters Score -2.156227e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206546 members 
Mstep: Class 2 contains 354601 members 
Entering Unmasked Estep 
Score: -21562236.000000 Penalty: 1204.634155
	Iteration 49Q: 3 clusters Score -2.156224e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208252 members 
Mstep: Class 2 contains 352895 members 
Entering Unmasked Estep 
Score: -21562168.000000 Penalty: 1204.634155
	Iteration 50Q: 3 clusters Score -2.156217e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209868 members 
Mstep: Class 2 contains 351279 members 
Entering Unmasked Estep 
Score: -21562050.000000 Penalty: 1204.634155
	Iteration 51Q: 3 clusters Score -2.156205e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211449 members 
Mstep: Class 2 contains 349698 members 
Entering Unmasked Estep 
Score: -21562038.000000 Penalty: 1204.634155
	Iteration 52Q: 3 clusters Score -2.156204e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212796 members 
Mstep: Class 2 contains 348351 members 
Entering Unmasked Estep 
Score: -21561994.000000 Penalty: 1204.634155
	Iteration 53Q: 3 clusters Score -2.156199e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213949 members 
Mstep: Class 2 contains 347198 members 
Entering Unmasked Estep 
Score: -21561960.000000 Penalty: 1204.634155
	Iteration 54Q: 3 clusters Score -2.156196e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215016 members 
Mstep: Class 2 contains 346131 members 
Entering Unmasked Estep 
Score: -21561892.000000 Penalty: 1204.634155
	Iteration 55Q: 3 clusters Score -2.156189e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216122 members 
Mstep: Class 2 contains 345025 members 
Entering Unmasked Estep 
Score: -21562014.000000 Penalty: 1204.634155
	Iteration 56Q: 3 clusters Score -2.156201e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217139 members 
Mstep: Class 2 contains 344008 members 
Entering Unmasked Estep 
Score: -21561882.000000 Penalty: 1204.634155
	Iteration 57Q: 3 clusters Score -2.156188e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218120 members 
Mstep: Class 2 contains 343027 members 
Entering Unmasked Estep 
Score: -21561912.000000 Penalty: 1204.634155
	Iteration 58Q: 3 clusters Score -2.156191e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219016 members 
Mstep: Class 2 contains 342131 members 
Entering Unmasked Estep 
Score: -21561962.000000 Penalty: 1204.634155
	Iteration 59Q: 3 clusters Score -2.156196e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219847 members 
Mstep: Class 2 contains 341300 members 
Entering Unmasked Estep 
Score: -21562040.000000 Penalty: 1204.634155
	Iteration 60F: 3 clusters Score -2.156204e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220562 members 
Mstep: Class 2 contains 340585 members 
Entering Unmasked Estep 
Score: -21562042.000000 Penalty: 1204.634155
	Iteration 61Q: 3 clusters Score -2.156204e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221270 members 
Mstep: Class 2 contains 339877 members 
Entering Unmasked Estep 
Score: -21562002.000000 Penalty: 1204.634155
	Iteration 62Q: 3 clusters Score -2.1562e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221992 members 
Mstep: Class 2 contains 339155 members 
Entering Unmasked Estep 
Score: -21562006.000000 Penalty: 1204.634155
	Iteration 63Q: 3 clusters Score -2.156201e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222698 members 
Mstep: Class 2 contains 338449 members 
Entering Unmasked Estep 
Score: -21562014.000000 Penalty: 1204.634155
	Iteration 64Q: 3 clusters Score -2.156201e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223373 members 
Mstep: Class 2 contains 337774 members 
Entering Unmasked Estep 
Score: -21562124.000000 Penalty: 1204.634155
	Iteration 65Q: 3 clusters Score -2.156212e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224027 members 
Mstep: Class 2 contains 337120 members 
Entering Unmasked Estep 
Score: -21562114.000000 Penalty: 1204.634155
	Iteration 66Q: 3 clusters Score -2.156211e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224508 members 
Mstep: Class 2 contains 336639 members 
Entering Unmasked Estep 
Score: -21562144.000000 Penalty: 1204.634155
	Iteration 67Q: 3 clusters Score -2.156214e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225016 members 
Mstep: Class 2 contains 336131 members 
Entering Unmasked Estep 
Score: -21562148.000000 Penalty: 1204.634155
	Iteration 68Q: 3 clusters Score -2.156215e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225537 members 
Mstep: Class 2 contains 335610 members 
Entering Unmasked Estep 
Score: -21562132.000000 Penalty: 1204.634155
	Iteration 69Q: 3 clusters Score -2.156213e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225971 members 
Mstep: Class 2 contains 335176 members 
Entering Unmasked Estep 
Score: -21562126.000000 Penalty: 1204.634155
	Iteration 70Q: 3 clusters Score -2.156213e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226344 members 
Mstep: Class 2 contains 334803 members 
Entering Unmasked Estep 
Score: -21562162.000000 Penalty: 1204.634155
	Iteration 71Q: 3 clusters Score -2.156216e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226705 members 
Mstep: Class 2 contains 334442 members 
Entering Unmasked Estep 
Score: -21562190.000000 Penalty: 1204.634155
	Iteration 72Q: 3 clusters Score -2.156219e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227007 members 
Mstep: Class 2 contains 334140 members 
Entering Unmasked Estep 
Score: -21562198.000000 Penalty: 1204.634155
	Iteration 73Q: 3 clusters Score -2.15622e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227256 members 
Mstep: Class 2 contains 333891 members 
Entering Unmasked Estep 
Score: -21562180.000000 Penalty: 1204.634155
	Iteration 74Q: 3 clusters Score -2.156218e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227449 members 
Mstep: Class 2 contains 333698 members 
Entering Unmasked Estep 
Score: -21562162.000000 Penalty: 1204.634155
	Iteration 75Q: 3 clusters Score -2.156216e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227588 members 
Mstep: Class 2 contains 333559 members 
Entering Unmasked Estep 
Score: -21562200.000000 Penalty: 1204.634155
	Iteration 76Q: 3 clusters Score -2.15622e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227711 members 
Mstep: Class 2 contains 333436 members 
Entering Unmasked Estep 
Score: -21562252.000000 Penalty: 1204.634155
	Iteration 77Q: 3 clusters Score -2.156225e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227814 members 
Mstep: Class 2 contains 333333 members 
Entering Unmasked Estep 
Score: -21562262.000000 Penalty: 1204.634155
	Iteration 78Q: 3 clusters Score -2.156226e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227958 members 
Mstep: Class 2 contains 333189 members 
Entering Unmasked Estep 
Score: -21562260.000000 Penalty: 1204.634155
	Iteration 79Q: 3 clusters Score -2.156226e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228035 members 
Mstep: Class 2 contains 333112 members 
Entering Unmasked Estep 
Score: -21562252.000000 Penalty: 1204.634155
	Iteration 80F: 3 clusters Score -2.156225e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228072 members 
Mstep: Class 2 contains 333075 members 
Entering Unmasked Estep 
Score: -21562242.000000 Penalty: 1204.634155
	Iteration 81Q: 3 clusters Score -2.156224e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228115 members 
Mstep: Class 2 contains 333032 members 
Entering Unmasked Estep 
Score: -21562202.000000 Penalty: 1204.634155
	Iteration 82Q: 3 clusters Score -2.15622e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228128 members 
Mstep: Class 2 contains 333019 members 
Entering Unmasked Estep 
Score: -21562250.000000 Penalty: 1204.634155
	Iteration 83Q: 3 clusters Score -2.156225e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228081 members 
Mstep: Class 2 contains 333066 members 
Entering Unmasked Estep 
Score: -21562266.000000 Penalty: 1204.634155
	Iteration 84Q: 3 clusters Score -2.156227e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228094 members 
Mstep: Class 2 contains 333053 members 
Entering Unmasked Estep 
Score: -21562262.000000 Penalty: 1204.634155
	Iteration 85Q: 3 clusters Score -2.156226e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228097 members 
Mstep: Class 2 contains 333050 members 
Entering Unmasked Estep 
Score: -21562260.000000 Penalty: 1204.634155
	Iteration 86Q: 3 clusters Score -2.156226e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228111 members 
Mstep: Class 2 contains 333036 members 
Entering Unmasked Estep 
Score: -21562204.000000 Penalty: 1204.634155
	Iteration 87Q: 3 clusters Score -2.15622e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228142 members 
Mstep: Class 2 contains 333005 members 
Entering Unmasked Estep 
Score: -21562234.000000 Penalty: 1204.634155
	Iteration 88Q: 3 clusters Score -2.156223e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228152 members 
Mstep: Class 2 contains 332995 members 
Entering Unmasked Estep 
Score: -21562270.000000 Penalty: 1204.634155
	Iteration 89Q: 3 clusters Score -2.156227e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228195 members 
Mstep: Class 2 contains 332952 members 
Entering Unmasked Estep 
Score: -21562252.000000 Penalty: 1204.634155
	Iteration 90Q: 3 clusters Score -2.156225e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228245 members 
Mstep: Class 2 contains 332902 members 
Entering Unmasked Estep 
Score: -21562262.000000 Penalty: 1204.634155
	Iteration 91Q: 3 clusters Score -2.156226e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228325 members 
Mstep: Class 2 contains 332822 members 
Entering Unmasked Estep 
Score: -21562204.000000 Penalty: 1204.634155
	Iteration 92Q: 3 clusters Score -2.15622e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228380 members 
Mstep: Class 2 contains 332767 members 
Entering Unmasked Estep 
Score: -21562210.000000 Penalty: 1204.634155
	Iteration 93Q: 3 clusters Score -2.156221e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228412 members 
Mstep: Class 2 contains 332735 members 
Entering Unmasked Estep 
Score: -21562194.000000 Penalty: 1204.634155
	Iteration 94Q: 3 clusters Score -2.156219e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228450 members 
Mstep: Class 2 contains 332697 members 
Entering Unmasked Estep 
Score: -21562176.000000 Penalty: 1204.634155
	Iteration 95Q: 3 clusters Score -2.156218e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228482 members 
Mstep: Class 2 contains 332665 members 
Entering Unmasked Estep 
Score: -21562174.000000 Penalty: 1204.634155
	Iteration 96Q: 3 clusters Score -2.156217e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228497 members 
Mstep: Class 2 contains 332650 members 
Entering Unmasked Estep 
Score: -21562190.000000 Penalty: 1204.634155
	Iteration 97Q: 3 clusters Score -2.156219e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228531 members 
Mstep: Class 2 contains 332616 members 
Entering Unmasked Estep 
Score: -21562158.000000 Penalty: 1204.634155
	Iteration 98Q: 3 clusters Score -2.156216e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228515 members 
Mstep: Class 2 contains 332632 members 
Entering Unmasked Estep 
Score: -21562154.000000 Penalty: 1204.634155
	Iteration 99Q: 3 clusters Score -2.156215e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228524 members 
Mstep: Class 2 contains 332623 members 
Entering Unmasked Estep 
Score: -21562116.000000 Penalty: 1204.634155
	Iteration 100F: 3 clusters Score -2.156212e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228567 members 
Mstep: Class 2 contains 332580 members 
Entering Unmasked Estep 
Score: -21562178.000000 Penalty: 1204.634155
	Iteration 101Q: 3 clusters Score -2.156218e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228615 members 
Mstep: Class 2 contains 332532 members 
Entering Unmasked Estep 
Score: -21562172.000000 Penalty: 1204.634155
	Iteration 102Q: 3 clusters Score -2.156217e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228669 members 
Mstep: Class 2 contains 332478 members 
Entering Unmasked Estep 
Score: -21562158.000000 Penalty: 1204.634155
	Iteration 103Q: 3 clusters Score -2.156216e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228716 members 
Mstep: Class 2 contains 332431 members 
Entering Unmasked Estep 
Score: -21562144.000000 Penalty: 1204.634155
	Iteration 104Q: 3 clusters Score -2.156214e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228760 members 
Mstep: Class 2 contains 332387 members 
Entering Unmasked Estep 
Score: -21562134.000000 Penalty: 1204.634155
	Iteration 105Q: 3 clusters Score -2.156213e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228779 members 
Mstep: Class 2 contains 332368 members 
Entering Unmasked Estep 
Score: -21562110.000000 Penalty: 1204.634155
	Iteration 106Q: 3 clusters Score -2.156211e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228773 members 
Mstep: Class 2 contains 332374 members 
Entering Unmasked Estep 
Score: -21562166.000000 Penalty: 1204.634155
	Iteration 107Q: 3 clusters Score -2.156217e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228741 members 
Mstep: Class 2 contains 332406 members 
Entering Unmasked Estep 
Score: -21562160.000000 Penalty: 1204.634155
	Iteration 108Q: 3 clusters Score -2.156216e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228727 members 
Mstep: Class 2 contains 332420 members 
Entering Unmasked Estep 
Score: -21562158.000000 Penalty: 1204.634155
	Iteration 109Q: 3 clusters Score -2.156216e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228690 members 
Mstep: Class 2 contains 332457 members 
Entering Unmasked Estep 
Score: -21562108.000000 Penalty: 1204.634155
	Iteration 110Q: 3 clusters Score -2.156211e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228657 members 
Mstep: Class 2 contains 332490 members 
Entering Unmasked Estep 
Score: -21562098.000000 Penalty: 1204.634155
	Iteration 111Q: 3 clusters Score -2.15621e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228636 members 
Mstep: Class 2 contains 332511 members 
Entering Unmasked Estep 
Score: -21562126.000000 Penalty: 1204.634155
	Iteration 112Q: 3 clusters Score -2.156213e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228601 members 
Mstep: Class 2 contains 332546 members 
Entering Unmasked Estep 
Score: -21562132.000000 Penalty: 1204.634155
	Iteration 113Q: 3 clusters Score -2.156213e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228588 members 
Mstep: Class 2 contains 332559 members 
Entering Unmasked Estep 
Score: -21562154.000000 Penalty: 1204.634155
	Iteration 114Q: 3 clusters Score -2.156215e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228556 members 
Mstep: Class 2 contains 332591 members 
Entering Unmasked Estep 
Score: -21562122.000000 Penalty: 1204.634155
	Iteration 115Q: 3 clusters Score -2.156212e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228509 members 
Mstep: Class 2 contains 332638 members 
Entering Unmasked Estep 
Score: -21562112.000000 Penalty: 1204.634155
	Iteration 116Q: 3 clusters Score -2.156211e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228482 members 
Mstep: Class 2 contains 332665 members 
Entering Unmasked Estep 
Score: -21562134.000000 Penalty: 1204.634155
	Iteration 117Q: 3 clusters Score -2.156213e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228484 members 
Mstep: Class 2 contains 332663 members 
Entering Unmasked Estep 
Score: -21562146.000000 Penalty: 1204.634155
	Iteration 118Q: 3 clusters Score -2.156215e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228493 members 
Mstep: Class 2 contains 332654 members 
Entering Unmasked Estep 
Score: -21562142.000000 Penalty: 1204.634155
	Iteration 119Q: 3 clusters Score -2.156214e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228483 members 
Mstep: Class 2 contains 332664 members 
Entering Unmasked Estep 
Score: -21562174.000000 Penalty: 1204.634155
	Iteration 120F: 3 clusters Score -2.156217e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228471 members 
Mstep: Class 2 contains 332676 members 
Entering Unmasked Estep 
Score: -21562158.000000 Penalty: 1204.634155
	Iteration 121Q: 3 clusters Score -2.156216e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228434 members 
Mstep: Class 2 contains 332713 members 
Entering Unmasked Estep 
Score: -21562166.000000 Penalty: 1204.634155
	Iteration 122Q: 3 clusters Score -2.156217e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228406 members 
Mstep: Class 2 contains 332741 members 
Entering Unmasked Estep 
Score: -21562148.000000 Penalty: 1204.634155
	Iteration 123Q: 3 clusters Score -2.156215e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228397 members 
Mstep: Class 2 contains 332750 members 
Entering Unmasked Estep 
Score: -21562198.000000 Penalty: 1204.634155
	Iteration 124Q: 3 clusters Score -2.15622e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228400 members 
Mstep: Class 2 contains 332747 members 
Entering Unmasked Estep 
Score: -21562216.000000 Penalty: 1204.634155
	Iteration 125Q: 3 clusters Score -2.156222e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228372 members 
Mstep: Class 2 contains 332775 members 
Entering Unmasked Estep 
Score: -21562256.000000 Penalty: 1204.634155
	Iteration 126Q: 3 clusters Score -2.156226e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228352 members 
Mstep: Class 2 contains 332795 members 
Entering Unmasked Estep 
Score: -21562296.000000 Penalty: 1204.634155
	Iteration 127Q: 3 clusters Score -2.15623e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228323 members 
Mstep: Class 2 contains 332824 members 
Entering Unmasked Estep 
Score: -21562290.000000 Penalty: 1204.634155
	Iteration 128Q: 3 clusters Score -2.156229e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228311 members 
Mstep: Class 2 contains 332836 members 
Entering Unmasked Estep 
Score: -21562276.000000 Penalty: 1204.634155
	Iteration 129Q: 3 clusters Score -2.156228e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228285 members 
Mstep: Class 2 contains 332862 members 
Entering Unmasked Estep 
Score: -21562256.000000 Penalty: 1204.634155
	Iteration 130Q: 3 clusters Score -2.156226e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228245 members 
Mstep: Class 2 contains 332902 members 
Entering Unmasked Estep 
Score: -21562256.000000 Penalty: 1204.634155
	Iteration 131Q: 3 clusters Score -2.156226e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228262 members 
Mstep: Class 2 contains 332885 members 
Entering Unmasked Estep 
Score: -21562230.000000 Penalty: 1204.634155
	Iteration 132Q: 3 clusters Score -2.156223e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228274 members 
Mstep: Class 2 contains 332873 members 
Entering Unmasked Estep 
Score: -21562200.000000 Penalty: 1204.634155
	Iteration 133Q: 3 clusters Score -2.15622e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228251 members 
Mstep: Class 2 contains 332896 members 
Entering Unmasked Estep 
Score: -21562212.000000 Penalty: 1204.634155
	Iteration 134Q: 3 clusters Score -2.156221e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228238 members 
Mstep: Class 2 contains 332909 members 
Entering Unmasked Estep 
Score: -21562216.000000 Penalty: 1204.634155
	Iteration 135Q: 3 clusters Score -2.156222e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228236 members 
Mstep: Class 2 contains 332911 members 
Entering Unmasked Estep 
Score: -21562210.000000 Penalty: 1204.634155
	Iteration 136Q: 3 clusters Score -2.156221e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228213 members 
Mstep: Class 2 contains 332934 members 
Entering Unmasked Estep 
Score: -21562204.000000 Penalty: 1204.634155
	Iteration 137Q: 3 clusters Score -2.15622e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228183 members 
Mstep: Class 2 contains 332964 members 
Entering Unmasked Estep 
Score: -21562230.000000 Penalty: 1204.634155
	Iteration 138Q: 3 clusters Score -2.156223e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228158 members 
Mstep: Class 2 contains 332989 members 
Entering Unmasked Estep 
Score: -21562208.000000 Penalty: 1204.634155
	Iteration 139Q: 3 clusters Score -2.156221e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228118 members 
Mstep: Class 2 contains 333029 members 
Entering Unmasked Estep 
Score: -21562230.000000 Penalty: 1204.634155
	Iteration 140F: 3 clusters Score -2.156223e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228108 members 
Mstep: Class 2 contains 333039 members 
Entering Unmasked Estep 
Score: -21562184.000000 Penalty: 1204.634155
	Iteration 141Q: 3 clusters Score -2.156218e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228088 members 
Mstep: Class 2 contains 333059 members 
Entering Unmasked Estep 
Score: -21562164.000000 Penalty: 1204.634155
	Iteration 142Q: 3 clusters Score -2.156216e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228072 members 
Mstep: Class 2 contains 333075 members 
Entering Unmasked Estep 
Score: -21562180.000000 Penalty: 1204.634155
	Iteration 143Q: 3 clusters Score -2.156218e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228037 members 
Mstep: Class 2 contains 333110 members 
Entering Unmasked Estep 
Score: -21562164.000000 Penalty: 1204.634155
	Iteration 144Q: 3 clusters Score -2.156216e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228023 members 
Mstep: Class 2 contains 333124 members 
Entering Unmasked Estep 
Score: -21562186.000000 Penalty: 1204.634155
	Iteration 145Q: 3 clusters Score -2.156219e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228016 members 
Mstep: Class 2 contains 333131 members 
Entering Unmasked Estep 
Score: -21562182.000000 Penalty: 1204.634155
	Iteration 146Q: 3 clusters Score -2.156218e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227990 members 
Mstep: Class 2 contains 333157 members 
Entering Unmasked Estep 
Score: -21562184.000000 Penalty: 1204.634155
	Iteration 147Q: 3 clusters Score -2.156218e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227977 members 
Mstep: Class 2 contains 333170 members 
Entering Unmasked Estep 
Score: -21562198.000000 Penalty: 1204.634155
	Iteration 148Q: 3 clusters Score -2.15622e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227967 members 
Mstep: Class 2 contains 333180 members 
Entering Unmasked Estep 
Score: -21562198.000000 Penalty: 1204.634155
	Iteration 149Q: 3 clusters Score -2.15622e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227955 members 
Mstep: Class 2 contains 333192 members 
Entering Unmasked Estep 
Score: -21562200.000000 Penalty: 1204.634155
	Iteration 150Q: 3 clusters Score -2.15622e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227954 members 
Mstep: Class 2 contains 333193 members 
Entering Unmasked Estep 
Score: -21562190.000000 Penalty: 1204.634155
	Iteration 151Q: 3 clusters Score -2.156219e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227956 members 
Mstep: Class 2 contains 333191 members 
Entering Unmasked Estep 
Score: -21562170.000000 Penalty: 1204.634155
	Iteration 152Q: 3 clusters Score -2.156217e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227974 members 
Mstep: Class 2 contains 333173 members 
Entering Unmasked Estep 
Score: -21562176.000000 Penalty: 1204.634155
	Iteration 153Q: 3 clusters Score -2.156218e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227991 members 
Mstep: Class 2 contains 333156 members 
Entering Unmasked Estep 
Score: -21562178.000000 Penalty: 1204.634155
	Iteration 154Q: 3 clusters Score -2.156218e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228010 members 
Mstep: Class 2 contains 333137 members 
Entering Unmasked Estep 
Score: -21562210.000000 Penalty: 1204.634155
	Iteration 155Q: 3 clusters Score -2.156221e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228013 members 
Mstep: Class 2 contains 333134 members 
Entering Unmasked Estep 
Score: -21562234.000000 Penalty: 1204.634155
	Iteration 156Q: 3 clusters Score -2.156223e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228032 members 
Mstep: Class 2 contains 333115 members 
Entering Unmasked Estep 
Score: -21562204.000000 Penalty: 1204.634155
	Iteration 157Q: 3 clusters Score -2.15622e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228041 members 
Mstep: Class 2 contains 333106 members 
Entering Unmasked Estep 
Score: -21562188.000000 Penalty: 1204.634155
	Iteration 158Q: 3 clusters Score -2.156219e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228048 members 
Mstep: Class 2 contains 333099 members 
Entering Unmasked Estep 
Score: -21562168.000000 Penalty: 1204.634155
	Iteration 159Q: 3 clusters Score -2.156217e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228057 members 
Mstep: Class 2 contains 333090 members 
Entering Unmasked Estep 
Score: -21562156.000000 Penalty: 1204.634155
	Iteration 160F: 3 clusters Score -2.156216e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228056 members 
Mstep: Class 2 contains 333091 members 
Entering Unmasked Estep 
Score: -21562136.000000 Penalty: 1204.634155
	Iteration 161Q: 3 clusters Score -2.156214e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228039 members 
Mstep: Class 2 contains 333108 members 
Entering Unmasked Estep 
Score: -21562128.000000 Penalty: 1204.634155
	Iteration 162Q: 3 clusters Score -2.156213e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228009 members 
Mstep: Class 2 contains 333138 members 
Entering Unmasked Estep 
Score: -21562124.000000 Penalty: 1204.634155
	Iteration 163Q: 3 clusters Score -2.156212e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227978 members 
Mstep: Class 2 contains 333169 members 
Entering Unmasked Estep 
Score: -21562132.000000 Penalty: 1204.634155
	Iteration 164Q: 3 clusters Score -2.156213e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227948 members 
Mstep: Class 2 contains 333199 members 
Entering Unmasked Estep 
Score: -21562130.000000 Penalty: 1204.634155
	Iteration 165Q: 3 clusters Score -2.156213e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227923 members 
Mstep: Class 2 contains 333224 members 
Entering Unmasked Estep 
Score: -21562124.000000 Penalty: 1204.634155
	Iteration 166Q: 3 clusters Score -2.156212e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227904 members 
Mstep: Class 2 contains 333243 members 
Entering Unmasked Estep 
Score: -21562130.000000 Penalty: 1204.634155
	Iteration 167Q: 3 clusters Score -2.156213e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227888 members 
Mstep: Class 2 contains 333259 members 
Entering Unmasked Estep 
Score: -21562156.000000 Penalty: 1204.634155
	Iteration 168Q: 3 clusters Score -2.156216e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227864 members 
Mstep: Class 2 contains 333283 members 
Entering Unmasked Estep 
Score: -21562142.000000 Penalty: 1204.634155
	Iteration 169Q: 3 clusters Score -2.156214e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227855 members 
Mstep: Class 2 contains 333292 members 
Entering Unmasked Estep 
Score: -21562152.000000 Penalty: 1204.634155
	Iteration 170Q: 3 clusters Score -2.156215e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227852 members 
Mstep: Class 2 contains 333295 members 
Entering Unmasked Estep 
Score: -21562164.000000 Penalty: 1204.634155
	Iteration 171Q: 3 clusters Score -2.156216e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227851 members 
Mstep: Class 2 contains 333296 members 
Entering Unmasked Estep 
Score: -21562142.000000 Penalty: 1204.634155
	Iteration 172Q: 3 clusters Score -2.156214e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227852 members 
Mstep: Class 2 contains 333295 members 
Entering Unmasked Estep 
Score: -21562116.000000 Penalty: 1204.634155
	Iteration 173Q: 3 clusters Score -2.156212e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227845 members 
Mstep: Class 2 contains 333302 members 
Entering Unmasked Estep 
Score: -21562098.000000 Penalty: 1204.634155
	Iteration 174Q: 3 clusters Score -2.15621e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227841 members 
Mstep: Class 2 contains 333306 members 
Entering Unmasked Estep 
Score: -21562126.000000 Penalty: 1204.634155
	Iteration 175Q: 3 clusters Score -2.156213e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227845 members 
Mstep: Class 2 contains 333302 members 
Entering Unmasked Estep 
Score: -21562130.000000 Penalty: 1204.634155
	Iteration 176Q: 3 clusters Score -2.156213e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227840 members 
Mstep: Class 2 contains 333307 members 
Entering Unmasked Estep 
Score: -21562148.000000 Penalty: 1204.634155
	Iteration 177Q: 3 clusters Score -2.156215e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227829 members 
Mstep: Class 2 contains 333318 members 
Entering Unmasked Estep 
Score: -21562150.000000 Penalty: 1204.634155
	Iteration 178Q: 3 clusters Score -2.156215e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227837 members 
Mstep: Class 2 contains 333310 members 
Entering Unmasked Estep 
Score: -21562160.000000 Penalty: 1204.634155
	Iteration 179Q: 3 clusters Score -2.156216e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227843 members 
Mstep: Class 2 contains 333304 members 
Entering Unmasked Estep 
Score: -21562172.000000 Penalty: 1204.634155
	Iteration 180F: 3 clusters Score -2.156217e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227844 members 
Mstep: Class 2 contains 333303 members 
Entering Unmasked Estep 
Score: -21562144.000000 Penalty: 1204.634155
	Iteration 181Q: 3 clusters Score -2.156214e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227842 members 
Mstep: Class 2 contains 333305 members 
Entering Unmasked Estep 
Score: -21562182.000000 Penalty: 1204.634155
	Iteration 182Q: 3 clusters Score -2.156218e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227850 members 
Mstep: Class 2 contains 333297 members 
Entering Unmasked Estep 
Score: -21562172.000000 Penalty: 1204.634155
	Iteration 183Q: 3 clusters Score -2.156217e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227848 members 
Mstep: Class 2 contains 333299 members 
Entering Unmasked Estep 
Score: -21562196.000000 Penalty: 1204.634155
	Iteration 184Q: 3 clusters Score -2.15622e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227862 members 
Mstep: Class 2 contains 333285 members 
Entering Unmasked Estep 
Score: -21562182.000000 Penalty: 1204.634155
	Iteration 185Q: 3 clusters Score -2.156218e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227869 members 
Mstep: Class 2 contains 333278 members 
Entering Unmasked Estep 
Score: -21562200.000000 Penalty: 1204.634155
	Iteration 186Q: 3 clusters Score -2.15622e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227877 members 
Mstep: Class 2 contains 333270 members 
Entering Unmasked Estep 
Score: -21562182.000000 Penalty: 1204.634155
	Iteration 187Q: 3 clusters Score -2.156218e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227890 members 
Mstep: Class 2 contains 333257 members 
Entering Unmasked Estep 
Score: -21562184.000000 Penalty: 1204.634155
	Iteration 188Q: 3 clusters Score -2.156218e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227897 members 
Mstep: Class 2 contains 333250 members 
Entering Unmasked Estep 
Score: -21562176.000000 Penalty: 1204.634155
	Iteration 189Q: 3 clusters Score -2.156218e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227898 members 
Mstep: Class 2 contains 333249 members 
Entering Unmasked Estep 
Score: -21562184.000000 Penalty: 1204.634155
	Iteration 190Q: 3 clusters Score -2.156218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227899 members 
Mstep: Class 2 contains 333248 members 
Entering Unmasked Estep 
Score: -21562192.000000 Penalty: 1204.634155
	Iteration 191Q: 3 clusters Score -2.156219e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227895 members 
Mstep: Class 2 contains 333252 members 
Entering Unmasked Estep 
Score: -21562208.000000 Penalty: 1204.634155
	Iteration 192Q: 3 clusters Score -2.156221e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227887 members 
Mstep: Class 2 contains 333260 members 
Entering Unmasked Estep 
Score: -21562214.000000 Penalty: 1204.634155
	Iteration 193Q: 3 clusters Score -2.156221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227888 members 
Mstep: Class 2 contains 333259 members 
Entering Unmasked Estep 
Score: -21562210.000000 Penalty: 1204.634155
	Iteration 194Q: 3 clusters Score -2.156221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227885 members 
Mstep: Class 2 contains 333262 members 
Entering Unmasked Estep 
Score: -21562210.000000 Penalty: 1204.634155
	Iteration 195Q: 3 clusters Score -2.156221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227886 members 
Mstep: Class 2 contains 333261 members 
Entering Unmasked Estep 
Score: -21562210.000000 Penalty: 1204.634155
	Iteration 196Q: 3 clusters Score -2.156221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227885 members 
Mstep: Class 2 contains 333262 members 
Entering Unmasked Estep 
Score: -21562210.000000 Penalty: 1204.634155
	Iteration 197Q: 3 clusters Score -2.156221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227885 members 
Mstep: Class 2 contains 333262 members 
Entering Unmasked Estep 
Score: -21562212.000000 Penalty: 1204.634155
	Iteration 198Q: 3 clusters Score -2.156221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227879 members 
Mstep: Class 2 contains 333268 members 
Entering Unmasked Estep 
Score: -21562210.000000 Penalty: 1204.634155
	Iteration 199Q: 3 clusters Score -2.156221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227875 members 
Mstep: Class 2 contains 333272 members 
Entering Unmasked Estep 
Score: -21562208.000000 Penalty: 1204.634155
	Iteration 200F: 3 clusters Score -2.156221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227872 members 
Mstep: Class 2 contains 333275 members 
Entering Unmasked Estep 
Score: -21562234.000000 Penalty: 1204.634155
	Iteration 201Q: 3 clusters Score -2.156223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227879 members 
Mstep: Class 2 contains 333268 members 
Entering Unmasked Estep 
Score: -21562230.000000 Penalty: 1204.634155
	Iteration 202Q: 3 clusters Score -2.156223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227883 members 
Mstep: Class 2 contains 333264 members 
Entering Unmasked Estep 
Score: -21562218.000000 Penalty: 1204.634155
	Iteration 203Q: 3 clusters Score -2.156222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227891 members 
Mstep: Class 2 contains 333256 members 
Entering Unmasked Estep 
Score: -21562228.000000 Penalty: 1204.634155
	Iteration 204Q: 3 clusters Score -2.156223e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227897 members 
Mstep: Class 2 contains 333250 members 
Entering Unmasked Estep 
Score: -21562216.000000 Penalty: 1204.634155
	Iteration 205Q: 3 clusters Score -2.156222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227907 members 
Mstep: Class 2 contains 333240 members 
Entering Unmasked Estep 
Score: -21562212.000000 Penalty: 1204.634155
	Iteration 206Q: 3 clusters Score -2.156221e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227923 members 
Mstep: Class 2 contains 333224 members 
Entering Unmasked Estep 
Score: -21562196.000000 Penalty: 1204.634155
	Iteration 207Q: 3 clusters Score -2.15622e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227941 members 
Mstep: Class 2 contains 333206 members 
Entering Unmasked Estep 
Score: -21562206.000000 Penalty: 1204.634155
	Iteration 208Q: 3 clusters Score -2.156221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227942 members 
Mstep: Class 2 contains 333205 members 
Entering Unmasked Estep 
Score: -21562186.000000 Penalty: 1204.634155
	Iteration 209Q: 3 clusters Score -2.156219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227941 members 
Mstep: Class 2 contains 333206 members 
Entering Unmasked Estep 
Score: -21562174.000000 Penalty: 1204.634155
	Iteration 210Q: 3 clusters Score -2.156217e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227944 members 
Mstep: Class 2 contains 333203 members 
Entering Unmasked Estep 
Score: -21562176.000000 Penalty: 1204.634155
	Iteration 211Q: 3 clusters Score -2.156218e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227947 members 
Mstep: Class 2 contains 333200 members 
Entering Unmasked Estep 
Score: -21562170.000000 Penalty: 1204.634155
	Iteration 212Q: 3 clusters Score -2.156217e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227959 members 
Mstep: Class 2 contains 333188 members 
Entering Unmasked Estep 
Score: -21562180.000000 Penalty: 1204.634155
	Iteration 213Q: 3 clusters Score -2.156218e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227963 members 
Mstep: Class 2 contains 333184 members 
Entering Unmasked Estep 
Score: -21562180.000000 Penalty: 1204.634155
	Iteration 214Q: 3 clusters Score -2.156218e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227964 members 
Mstep: Class 2 contains 333183 members 
Entering Unmasked Estep 
Score: -21562178.000000 Penalty: 1204.634155
	Iteration 215Q: 3 clusters Score -2.156218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227964 members 
Mstep: Class 2 contains 333183 members 
Entering Unmasked Estep 
Score: -21562174.000000 Penalty: 1204.634155
	Iteration 216Q: 3 clusters Score -2.156217e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227965 members 
Mstep: Class 2 contains 333182 members 
Entering Unmasked Estep 
Score: -21562178.000000 Penalty: 1204.634155
	Iteration 217Q: 3 clusters Score -2.156218e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227956 members 
Mstep: Class 2 contains 333191 members 
Entering Unmasked Estep 
Score: -21562186.000000 Penalty: 1204.634155
	Iteration 218Q: 3 clusters Score -2.156219e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227955 members 
Mstep: Class 2 contains 333192 members 
Entering Unmasked Estep 
Score: -21562202.000000 Penalty: 1204.634155
	Iteration 219Q: 3 clusters Score -2.15622e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227946 members 
Mstep: Class 2 contains 333201 members 
Entering Unmasked Estep 
Score: -21562214.000000 Penalty: 1204.634155
	Iteration 220F: 3 clusters Score -2.156221e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227940 members 
Mstep: Class 2 contains 333207 members 
Entering Unmasked Estep 
Score: -21562204.000000 Penalty: 1204.634155
	Iteration 221Q: 3 clusters Score -2.15622e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227935 members 
Mstep: Class 2 contains 333212 members 
Entering Unmasked Estep 
Score: -21562172.000000 Penalty: 1204.634155
	Iteration 222Q: 3 clusters Score -2.156217e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227927 members 
Mstep: Class 2 contains 333220 members 
Entering Unmasked Estep 
Score: -21562170.000000 Penalty: 1204.634155
	Iteration 223Q: 3 clusters Score -2.156217e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227918 members 
Mstep: Class 2 contains 333229 members 
Entering Unmasked Estep 
Score: -21562182.000000 Penalty: 1204.634155
	Iteration 224Q: 3 clusters Score -2.156218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227926 members 
Mstep: Class 2 contains 333221 members 
Entering Unmasked Estep 
Score: -21562178.000000 Penalty: 1204.634155
	Iteration 225Q: 3 clusters Score -2.156218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227934 members 
Mstep: Class 2 contains 333213 members 
Entering Unmasked Estep 
Score: -21562178.000000 Penalty: 1204.634155
	Iteration 226Q: 3 clusters Score -2.156218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227938 members 
Mstep: Class 2 contains 333209 members 
Entering Unmasked Estep 
Score: -21562166.000000 Penalty: 1204.634155
	Iteration 227Q: 3 clusters Score -2.156217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227937 members 
Mstep: Class 2 contains 333210 members 
Entering Unmasked Estep 
Score: -21562172.000000 Penalty: 1204.634155
	Iteration 228Q: 3 clusters Score -2.156217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227934 members 
Mstep: Class 2 contains 333213 members 
Entering Unmasked Estep 
Score: -21562156.000000 Penalty: 1204.634155
	Iteration 229Q: 3 clusters Score -2.156216e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227937 members 
Mstep: Class 2 contains 333210 members 
Entering Unmasked Estep 
Score: -21562164.000000 Penalty: 1204.634155
	Iteration 230Q: 3 clusters Score -2.156216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227939 members 
Mstep: Class 2 contains 333208 members 
Entering Unmasked Estep 
Score: -21562164.000000 Penalty: 1204.634155
	Iteration 231Q: 3 clusters Score -2.156216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227943 members 
Mstep: Class 2 contains 333204 members 
Entering Unmasked Estep 
Score: -21562162.000000 Penalty: 1204.634155
	Iteration 232Q: 3 clusters Score -2.156216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227942 members 
Mstep: Class 2 contains 333205 members 
Entering Unmasked Estep 
Score: -21562164.000000 Penalty: 1204.634155
	Iteration 233Q: 3 clusters Score -2.156216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227939 members 
Mstep: Class 2 contains 333208 members 
Entering Unmasked Estep 
Score: -21562158.000000 Penalty: 1204.634155
	Iteration 234Q: 3 clusters Score -2.156216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227936 members 
Mstep: Class 2 contains 333211 members 
Entering Unmasked Estep 
Score: -21562162.000000 Penalty: 1204.634155
	Iteration 235Q: 3 clusters Score -2.156216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227934 members 
Mstep: Class 2 contains 333213 members 
Entering Unmasked Estep 
Score: -21562162.000000 Penalty: 1204.634155
	Iteration 236Q: 3 clusters Score -2.156216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227934 members 
Mstep: Class 2 contains 333213 members 
Entering Unmasked Estep 
Score: -21562158.000000 Penalty: 1204.634155
	Iteration 237Q: 3 clusters Score -2.156216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227934 members 
Mstep: Class 2 contains 333213 members 
Entering Unmasked Estep 
Score: -21562160.000000 Penalty: 1204.634155
	Iteration 238Q: 3 clusters Score -2.156216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227932 members 
Mstep: Class 2 contains 333215 members 
Entering Unmasked Estep 
Score: -21562160.000000 Penalty: 1204.634155
	Iteration 239Q: 3 clusters Score -2.156216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227932 members 
Mstep: Class 2 contains 333215 members 
Entering Unmasked Estep 
Score: -21562160.000000 Penalty: 1204.634155
	Iteration 240F: 3 clusters Score -2.156216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227931 members 
Mstep: Class 2 contains 333216 members 
Entering Unmasked Estep 
Score: -21562168.000000 Penalty: 1204.634155
	Iteration 241Q: 3 clusters Score -2.156217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227931 members 
Mstep: Class 2 contains 333216 members 
Entering Unmasked Estep 
Score: -21562168.000000 Penalty: 1204.634155
	Iteration 242F: 3 clusters Score -2.156217e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Entering Unmasked Estep 
Score: -113188.164062 Penalty: 367.735229
	Iteration 0F: 2 clusters Score -113188.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -110949.281250 Penalty: 735.470459
	Iteration 0F: 3 clusters Score -110949.3 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -111761.546875 Penalty: 735.470459
	Iteration 1F: 3 clusters Score -111761.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -111913.601562 Penalty: 735.470459
	Iteration 2F: 3 clusters Score -111913.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -112079.351562 Penalty: 735.470459
	Iteration 3F: 3 clusters Score -112079.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -112302.687500 Penalty: 735.470459
	Iteration 4F: 3 clusters Score -112302.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -112500.390625 Penalty: 735.470459
	Iteration 5F: 3 clusters Score -112500.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -112651.515625 Penalty: 735.470459
	Iteration 6Q: 3 clusters Score -112651.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -112769.906250 Penalty: 735.470459
	Iteration 7Q: 3 clusters Score -112769.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -112837.843750 Penalty: 735.470459
	Iteration 8Q: 3 clusters Score -112837.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -112886.054688 Penalty: 735.470459
	Iteration 9Q: 3 clusters Score -112886.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -112909.531250 Penalty: 735.470459
	Iteration 10Q: 3 clusters Score -112909.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -112931.210938 Penalty: 735.470459
	Iteration 11Q: 3 clusters Score -112931.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -112943.257812 Penalty: 735.470459
	Iteration 12Q: 3 clusters Score -112943.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -112951.640625 Penalty: 735.470459
	Iteration 13Q: 3 clusters Score -112951.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -112956.609375 Penalty: 735.470459
	Iteration 14Q: 3 clusters Score -112956.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -112959.570312 Penalty: 735.470459
	Iteration 15Q: 3 clusters Score -112959.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -112959.875000 Penalty: 735.470459
	Iteration 16Q: 3 clusters Score -112959.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -112959.875000 Penalty: 735.470459
	Iteration 17F: 3 clusters Score -112959.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Entering Unmasked Estep 
Score: -280726.062500 Penalty: 406.373596
	Iteration 0F: 2 clusters Score -280726.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -275681.656250 Penalty: 812.747192
	Iteration 0F: 3 clusters Score -275681.7 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -277884.968750 Penalty: 812.747192
	Iteration 1F: 3 clusters Score -277885 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -278461.375000 Penalty: 812.747192
	Iteration 2F: 3 clusters Score -278461.4 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -278971.812500 Penalty: 812.747192
	Iteration 3F: 3 clusters Score -278971.8 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -279504.562500 Penalty: 812.747192
	Iteration 4F: 3 clusters Score -279504.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -279956.812500 Penalty: 812.747192
	Iteration 5F: 3 clusters Score -279956.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -280274.000000 Penalty: 812.747192
	Iteration 6Q: 3 clusters Score -280274 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -280434.937500 Penalty: 812.747192
	Iteration 7Q: 3 clusters Score -280434.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -280531.687500 Penalty: 812.747192
	Iteration 8Q: 3 clusters Score -280531.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -280570.906250 Penalty: 812.747192
	Iteration 9Q: 3 clusters Score -280570.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -280593.625000 Penalty: 812.747192
	Iteration 10Q: 3 clusters Score -280593.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -280610.218750 Penalty: 812.747192
	Iteration 11Q: 3 clusters Score -280610.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -280627.875000 Penalty: 812.747192
	Iteration 12Q: 3 clusters Score -280627.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -280648.375000 Penalty: 812.747192
	Iteration 13Q: 3 clusters Score -280648.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -280665.312500 Penalty: 812.747192
	Iteration 14Q: 3 clusters Score -280665.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -280675.562500 Penalty: 812.747192
	Iteration 15Q: 3 clusters Score -280675.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -280680.562500 Penalty: 812.747192
	Iteration 16Q: 3 clusters Score -280680.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -280683.656250 Penalty: 812.747192
	Iteration 17Q: 3 clusters Score -280683.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -280687.812500 Penalty: 812.747192
	Iteration 18Q: 3 clusters Score -280687.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -280689.718750 Penalty: 812.747192
	Iteration 19Q: 3 clusters Score -280689.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -280689.968750 Penalty: 812.747192
	Iteration 20F: 3 clusters Score -280690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -280690.312500 Penalty: 812.747192
	Iteration 21Q: 3 clusters Score -280690.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -280691.562500 Penalty: 812.747192
	Iteration 22Q: 3 clusters Score -280691.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -280692.656250 Penalty: 812.747192
	Iteration 23Q: 3 clusters Score -280692.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -280693.531250 Penalty: 812.747192
	Iteration 24Q: 3 clusters Score -280693.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -280697.000000 Penalty: 812.747192
	Iteration 25Q: 3 clusters Score -280697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -280698.031250 Penalty: 812.747192
	Iteration 26Q: 3 clusters Score -280698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -280698.468750 Penalty: 812.747192
	Iteration 27Q: 3 clusters Score -280698.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -280698.531250 Penalty: 812.747192
	Iteration 28Q: 3 clusters Score -280698.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -280698.531250 Penalty: 812.747192
	Iteration 29F: 3 clusters Score -280698.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -27995.123047 Penalty: 304.546234
	Iteration 0F: 2 clusters Score -27995.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -27318.730469 Penalty: 609.092468
	Iteration 0F: 3 clusters Score -27318.73 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -27483.289062 Penalty: 609.092468
	Iteration 1F: 3 clusters Score -27483.29 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -27512.744141 Penalty: 609.092468
	Iteration 2F: 3 clusters Score -27512.74 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -27537.005859 Penalty: 609.092468
	Iteration 3Q: 3 clusters Score -27537.01 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -27559.310547 Penalty: 609.092468
	Iteration 4Q: 3 clusters Score -27559.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -27586.613281 Penalty: 609.092468
	Iteration 5Q: 3 clusters Score -27586.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -27607.640625 Penalty: 609.092468
	Iteration 6Q: 3 clusters Score -27607.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -27629.087891 Penalty: 609.092468
	Iteration 7Q: 3 clusters Score -27629.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -27648.798828 Penalty: 609.092468
	Iteration 8Q: 3 clusters Score -27648.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -27675.365234 Penalty: 609.092468
	Iteration 9Q: 3 clusters Score -27675.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -27689.916016 Penalty: 609.092468
	Iteration 10Q: 3 clusters Score -27689.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -27711.197266 Penalty: 609.092468
	Iteration 11Q: 3 clusters Score -27711.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -27733.443359 Penalty: 609.092468
	Iteration 12Q: 3 clusters Score -27733.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -27739.548828 Penalty: 609.092468
	Iteration 13Q: 3 clusters Score -27739.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -27740.921875 Penalty: 609.092468
	Iteration 14Q: 3 clusters Score -27740.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -27741.441406 Penalty: 609.092468
	Iteration 15Q: 3 clusters Score -27741.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -27741.664062 Penalty: 609.092468
	Iteration 16Q: 3 clusters Score -27741.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -27741.664062 Penalty: 609.092468
	Iteration 17F: 3 clusters Score -27741.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Entering Unmasked Estep 
Score: -114003.867188 Penalty: 366.983856
	Iteration 0F: 2 clusters Score -114003.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -111799.062500 Penalty: 733.967712
	Iteration 0F: 3 clusters Score -111799.1 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -112609.203125 Penalty: 733.967712
	Iteration 1F: 3 clusters Score -112609.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -112767.007812 Penalty: 733.967712
	Iteration 2F: 3 clusters Score -112767 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -112898.578125 Penalty: 733.967712
	Iteration 3F: 3 clusters Score -112898.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -113013.906250 Penalty: 733.967712
	Iteration 4F: 3 clusters Score -113013.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -113099.093750 Penalty: 733.967712
	Iteration 5F: 3 clusters Score -113099.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -113160.570312 Penalty: 733.967712
	Iteration 6Q: 3 clusters Score -113160.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -113196.718750 Penalty: 733.967712
	Iteration 7Q: 3 clusters Score -113196.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -113226.960938 Penalty: 733.967712
	Iteration 8Q: 3 clusters Score -113227 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -113253.148438 Penalty: 733.967712
	Iteration 9Q: 3 clusters Score -113253.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -113275.164062 Penalty: 733.967712
	Iteration 10Q: 3 clusters Score -113275.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -113290.500000 Penalty: 733.967712
	Iteration 11Q: 3 clusters Score -113290.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -113303.296875 Penalty: 733.967712
	Iteration 12Q: 3 clusters Score -113303.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -113312.585938 Penalty: 733.967712
	Iteration 13Q: 3 clusters Score -113312.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -113324.718750 Penalty: 733.967712
	Iteration 14Q: 3 clusters Score -113324.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -113334.546875 Penalty: 733.967712
	Iteration 15Q: 3 clusters Score -113334.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -113343.843750 Penalty: 733.967712
	Iteration 16Q: 3 clusters Score -113343.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -113354.664062 Penalty: 733.967712
	Iteration 17Q: 3 clusters Score -113354.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -113365.453125 Penalty: 733.967712
	Iteration 18Q: 3 clusters Score -113365.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -113375.890625 Penalty: 733.967712
	Iteration 19Q: 3 clusters Score -113375.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -113383.851562 Penalty: 733.967712
	Iteration 20F: 3 clusters Score -113383.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -113389.695312 Penalty: 733.967712
	Iteration 21Q: 3 clusters Score -113389.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -113395.054688 Penalty: 733.967712
	Iteration 22Q: 3 clusters Score -113395.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -113399.132812 Penalty: 733.967712
	Iteration 23Q: 3 clusters Score -113399.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -113403.203125 Penalty: 733.967712
	Iteration 24Q: 3 clusters Score -113403.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -113408.531250 Penalty: 733.967712
	Iteration 25Q: 3 clusters Score -113408.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -113415.562500 Penalty: 733.967712
	Iteration 26Q: 3 clusters Score -113415.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -113420.882812 Penalty: 733.967712
	Iteration 27Q: 3 clusters Score -113420.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -113428.000000 Penalty: 733.967712
	Iteration 28Q: 3 clusters Score -113428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -113434.867188 Penalty: 733.967712
	Iteration 29Q: 3 clusters Score -113434.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -113441.742188 Penalty: 733.967712
	Iteration 30Q: 3 clusters Score -113441.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -113448.195312 Penalty: 733.967712
	Iteration 31Q: 3 clusters Score -113448.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -113456.914062 Penalty: 733.967712
	Iteration 32Q: 3 clusters Score -113456.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -113463.804688 Penalty: 733.967712
	Iteration 33Q: 3 clusters Score -113463.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -113467.210938 Penalty: 733.967712
	Iteration 34Q: 3 clusters Score -113467.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -113468.906250 Penalty: 733.967712
	Iteration 35Q: 3 clusters Score -113468.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -113470.078125 Penalty: 733.967712
	Iteration 36Q: 3 clusters Score -113470.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -113471.195312 Penalty: 733.967712
	Iteration 37Q: 3 clusters Score -113471.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -113471.992188 Penalty: 733.967712
	Iteration 38Q: 3 clusters Score -113472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -113473.773438 Penalty: 733.967712
	Iteration 39Q: 3 clusters Score -113473.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -113475.343750 Penalty: 733.967712
	Iteration 40F: 3 clusters Score -113475.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -113476.765625 Penalty: 733.967712
	Iteration 41Q: 3 clusters Score -113476.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -113478.070312 Penalty: 733.967712
	Iteration 42Q: 3 clusters Score -113478.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -113479.179688 Penalty: 733.967712
	Iteration 43Q: 3 clusters Score -113479.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -113481.585938 Penalty: 733.967712
	Iteration 44Q: 3 clusters Score -113481.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -113484.351562 Penalty: 733.967712
	Iteration 45Q: 3 clusters Score -113484.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -113487.742188 Penalty: 733.967712
	Iteration 46Q: 3 clusters Score -113487.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -113491.710938 Penalty: 733.967712
	Iteration 47Q: 3 clusters Score -113491.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -113495.218750 Penalty: 733.967712
	Iteration 48Q: 3 clusters Score -113495.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -113499.796875 Penalty: 733.967712
	Iteration 49Q: 3 clusters Score -113499.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -113507.695312 Penalty: 733.967712
	Iteration 50Q: 3 clusters Score -113507.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -113513.765625 Penalty: 733.967712
	Iteration 51Q: 3 clusters Score -113513.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -113518.507812 Penalty: 733.967712
	Iteration 52Q: 3 clusters Score -113518.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -113522.937500 Penalty: 733.967712
	Iteration 53Q: 3 clusters Score -113522.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -113527.710938 Penalty: 733.967712
	Iteration 54Q: 3 clusters Score -113527.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -113531.398438 Penalty: 733.967712
	Iteration 55Q: 3 clusters Score -113531.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -113534.921875 Penalty: 733.967712
	Iteration 56Q: 3 clusters Score -113534.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -113538.296875 Penalty: 733.967712
	Iteration 57Q: 3 clusters Score -113538.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -113543.992188 Penalty: 733.967712
	Iteration 58Q: 3 clusters Score -113544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -113552.789062 Penalty: 733.967712
	Iteration 59Q: 3 clusters Score -113552.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -113559.390625 Penalty: 733.967712
	Iteration 60F: 3 clusters Score -113559.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -113563.539062 Penalty: 733.967712
	Iteration 61Q: 3 clusters Score -113563.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -113567.437500 Penalty: 733.967712
	Iteration 62Q: 3 clusters Score -113567.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -113573.031250 Penalty: 733.967712
	Iteration 63Q: 3 clusters Score -113573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -113577.906250 Penalty: 733.967712
	Iteration 64Q: 3 clusters Score -113577.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -113584.390625 Penalty: 733.967712
	Iteration 65Q: 3 clusters Score -113584.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -113590.164062 Penalty: 733.967712
	Iteration 66Q: 3 clusters Score -113590.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -113595.500000 Penalty: 733.967712
	Iteration 67Q: 3 clusters Score -113595.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -113597.757812 Penalty: 733.967712
	Iteration 68Q: 3 clusters Score -113597.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -113599.414062 Penalty: 733.967712
	Iteration 69Q: 3 clusters Score -113599.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -113601.312500 Penalty: 733.967712
	Iteration 70Q: 3 clusters Score -113601.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -113602.765625 Penalty: 733.967712
	Iteration 71Q: 3 clusters Score -113602.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -113604.187500 Penalty: 733.967712
	Iteration 72Q: 3 clusters Score -113604.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -113606.945312 Penalty: 733.967712
	Iteration 73Q: 3 clusters Score -113606.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -113612.687500 Penalty: 733.967712
	Iteration 74Q: 3 clusters Score -113612.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -113615.023438 Penalty: 733.967712
	Iteration 75Q: 3 clusters Score -113615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -113617.210938 Penalty: 733.967712
	Iteration 76Q: 3 clusters Score -113617.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -113620.296875 Penalty: 733.967712
	Iteration 77Q: 3 clusters Score -113620.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -113624.695312 Penalty: 733.967712
	Iteration 78Q: 3 clusters Score -113624.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -113628.476562 Penalty: 733.967712
	Iteration 79Q: 3 clusters Score -113628.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -113631.296875 Penalty: 733.967712
	Iteration 80F: 3 clusters Score -113631.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -113633.234375 Penalty: 733.967712
	Iteration 81Q: 3 clusters Score -113633.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -113634.953125 Penalty: 733.967712
	Iteration 82Q: 3 clusters Score -113635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -113637.289062 Penalty: 733.967712
	Iteration 83Q: 3 clusters Score -113637.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -113639.554688 Penalty: 733.967712
	Iteration 84Q: 3 clusters Score -113639.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -113640.859375 Penalty: 733.967712
	Iteration 85Q: 3 clusters Score -113640.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -113642.429688 Penalty: 733.967712
	Iteration 86Q: 3 clusters Score -113642.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -113643.539062 Penalty: 733.967712
	Iteration 87Q: 3 clusters Score -113643.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -113643.539062 Penalty: 733.967712
	Iteration 88F: 3 clusters Score -113643.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Entering Unmasked Estep 
Score: -36790.648438 Penalty: 317.508728
	Iteration 0F: 2 clusters Score -36790.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -35960.945312 Penalty: 635.017456
	Iteration 0F: 3 clusters Score -35960.95 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -36195.820312 Penalty: 635.017456
	Iteration 1F: 3 clusters Score -36195.82 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -36244.464844 Penalty: 635.017456
	Iteration 2F: 3 clusters Score -36244.46 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -36268.242188 Penalty: 635.017456
	Iteration 3Q: 3 clusters Score -36268.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -36286.660156 Penalty: 635.017456
	Iteration 4Q: 3 clusters Score -36286.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -36299.097656 Penalty: 635.017456
	Iteration 5Q: 3 clusters Score -36299.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -36325.246094 Penalty: 635.017456
	Iteration 6Q: 3 clusters Score -36325.25 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -36361.730469 Penalty: 635.017456
	Iteration 7Q: 3 clusters Score -36361.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -36396.371094 Penalty: 635.017456
	Iteration 8Q: 3 clusters Score -36396.37 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -36429.953125 Penalty: 635.017456
	Iteration 9Q: 3 clusters Score -36429.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -36460.460938 Penalty: 635.017456
	Iteration 10Q: 3 clusters Score -36460.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -36488.843750 Penalty: 635.017456
	Iteration 11Q: 3 clusters Score -36488.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -36511.234375 Penalty: 635.017456
	Iteration 12Q: 3 clusters Score -36511.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -36521.253906 Penalty: 635.017456
	Iteration 13Q: 3 clusters Score -36521.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -36526.226562 Penalty: 635.017456
	Iteration 14Q: 3 clusters Score -36526.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -36531.191406 Penalty: 635.017456
	Iteration 15Q: 3 clusters Score -36531.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -36538.812500 Penalty: 635.017456
	Iteration 16Q: 3 clusters Score -36538.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36546.675781 Penalty: 635.017456
	Iteration 17Q: 3 clusters Score -36546.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36553.218750 Penalty: 635.017456
	Iteration 18Q: 3 clusters Score -36553.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36557.371094 Penalty: 635.017456
	Iteration 19Q: 3 clusters Score -36557.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -36569.191406 Penalty: 635.017456
	Iteration 20F: 3 clusters Score -36569.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -36579.371094 Penalty: 635.017456
	Iteration 21Q: 3 clusters Score -36579.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36585.589844 Penalty: 635.017456
	Iteration 22Q: 3 clusters Score -36585.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36594.027344 Penalty: 635.017456
	Iteration 23Q: 3 clusters Score -36594.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -36610.339844 Penalty: 635.017456
	Iteration 24Q: 3 clusters Score -36610.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -36615.410156 Penalty: 635.017456
	Iteration 25Q: 3 clusters Score -36615.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -36621.261719 Penalty: 635.017456
	Iteration 26Q: 3 clusters Score -36621.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -36629.113281 Penalty: 635.017456
	Iteration 27Q: 3 clusters Score -36629.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -36635.148438 Penalty: 635.017456
	Iteration 28Q: 3 clusters Score -36635.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36643.550781 Penalty: 635.017456
	Iteration 29Q: 3 clusters Score -36643.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -36650.128906 Penalty: 635.017456
	Iteration 30Q: 3 clusters Score -36650.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36659.699219 Penalty: 635.017456
	Iteration 31Q: 3 clusters Score -36659.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36670.906250 Penalty: 635.017456
	Iteration 32Q: 3 clusters Score -36670.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36676.414062 Penalty: 635.017456
	Iteration 33Q: 3 clusters Score -36676.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36678.718750 Penalty: 635.017456
	Iteration 34Q: 3 clusters Score -36678.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36679.132812 Penalty: 635.017456
	Iteration 35Q: 3 clusters Score -36679.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36679.132812 Penalty: 635.017456
	Iteration 36F: 3 clusters Score -36679.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Entering Unmasked Estep 
Score: -248439.828125 Penalty: 402.443512
	Iteration 0F: 2 clusters Score -248439.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -243796.671875 Penalty: 804.887024
	Iteration 0F: 3 clusters Score -243796.7 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -245820.359375 Penalty: 804.887024
	Iteration 1F: 3 clusters Score -245820.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -246098.890625 Penalty: 804.887024
	Iteration 2F: 3 clusters Score -246098.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -246408.109375 Penalty: 804.887024
	Iteration 3F: 3 clusters Score -246408.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -246685.343750 Penalty: 804.887024
	Iteration 4F: 3 clusters Score -246685.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -246933.906250 Penalty: 804.887024
	Iteration 5F: 3 clusters Score -246933.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -247159.687500 Penalty: 804.887024
	Iteration 6Q: 3 clusters Score -247159.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -247370.484375 Penalty: 804.887024
	Iteration 7Q: 3 clusters Score -247370.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -247576.359375 Penalty: 804.887024
	Iteration 8Q: 3 clusters Score -247576.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -247727.265625 Penalty: 804.887024
	Iteration 9Q: 3 clusters Score -247727.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -247833.015625 Penalty: 804.887024
	Iteration 10Q: 3 clusters Score -247833 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -247912.765625 Penalty: 804.887024
	Iteration 11Q: 3 clusters Score -247912.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -247973.203125 Penalty: 804.887024
	Iteration 12Q: 3 clusters Score -247973.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -248012.078125 Penalty: 804.887024
	Iteration 13Q: 3 clusters Score -248012.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -248046.453125 Penalty: 804.887024
	Iteration 14Q: 3 clusters Score -248046.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -248071.140625 Penalty: 804.887024
	Iteration 15Q: 3 clusters Score -248071.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -248080.765625 Penalty: 804.887024
	Iteration 16Q: 3 clusters Score -248080.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -248088.593750 Penalty: 804.887024
	Iteration 17Q: 3 clusters Score -248088.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -248095.625000 Penalty: 804.887024
	Iteration 18Q: 3 clusters Score -248095.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -248100.718750 Penalty: 804.887024
	Iteration 19Q: 3 clusters Score -248100.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -248105.781250 Penalty: 804.887024
	Iteration 20F: 3 clusters Score -248105.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -248109.015625 Penalty: 804.887024
	Iteration 21Q: 3 clusters Score -248109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -248112.484375 Penalty: 804.887024
	Iteration 22Q: 3 clusters Score -248112.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -248115.203125 Penalty: 804.887024
	Iteration 23Q: 3 clusters Score -248115.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -248117.140625 Penalty: 804.887024
	Iteration 24Q: 3 clusters Score -248117.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -248118.765625 Penalty: 804.887024
	Iteration 25Q: 3 clusters Score -248118.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -248120.109375 Penalty: 804.887024
	Iteration 26Q: 3 clusters Score -248120.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -248120.906250 Penalty: 804.887024
	Iteration 27Q: 3 clusters Score -248120.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -248121.375000 Penalty: 804.887024
	Iteration 28Q: 3 clusters Score -248121.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -248121.375000 Penalty: 804.887024
	Iteration 29F: 3 clusters Score -248121.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -47887.218750 Penalty: 329.612335
	Iteration 0F: 2 clusters Score -47887.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -46824.546875 Penalty: 659.224670
	Iteration 0F: 3 clusters Score -46824.55 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -47150.425781 Penalty: 659.224670
	Iteration 1F: 3 clusters Score -47150.43 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -47243.140625 Penalty: 659.224670
	Iteration 2F: 3 clusters Score -47243.14 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -47367.757812 Penalty: 659.224670
	Iteration 3F: 3 clusters Score -47367.76 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -47498.457031 Penalty: 659.224670
	Iteration 4F: 3 clusters Score -47498.46 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -47573.707031 Penalty: 659.224670
	Iteration 5F: 3 clusters Score -47573.71 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -47608.644531 Penalty: 659.224670
	Iteration 6Q: 3 clusters Score -47608.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -47626.640625 Penalty: 659.224670
	Iteration 7Q: 3 clusters Score -47626.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -47638.609375 Penalty: 659.224670
	Iteration 8Q: 3 clusters Score -47638.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -47646.210938 Penalty: 659.224670
	Iteration 9Q: 3 clusters Score -47646.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -47651.910156 Penalty: 659.224670
	Iteration 10Q: 3 clusters Score -47651.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -47656.691406 Penalty: 659.224670
	Iteration 11Q: 3 clusters Score -47656.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -47664.085938 Penalty: 659.224670
	Iteration 12Q: 3 clusters Score -47664.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -47670.007812 Penalty: 659.224670
	Iteration 13Q: 3 clusters Score -47670.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -47674.265625 Penalty: 659.224670
	Iteration 14Q: 3 clusters Score -47674.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -47676.695312 Penalty: 659.224670
	Iteration 15Q: 3 clusters Score -47676.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -47677.937500 Penalty: 659.224670
	Iteration 16Q: 3 clusters Score -47677.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -47678.582031 Penalty: 659.224670
	Iteration 17Q: 3 clusters Score -47678.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -47679.570312 Penalty: 659.224670
	Iteration 18Q: 3 clusters Score -47679.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -47680.113281 Penalty: 659.224670
	Iteration 19Q: 3 clusters Score -47680.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -47681.042969 Penalty: 659.224670
	Iteration 20F: 3 clusters Score -47681.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -47681.949219 Penalty: 659.224670
	Iteration 21Q: 3 clusters Score -47681.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -47683.296875 Penalty: 659.224670
	Iteration 22Q: 3 clusters Score -47683.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -47684.203125 Penalty: 659.224670
	Iteration 23Q: 3 clusters Score -47684.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -47684.632812 Penalty: 659.224670
	Iteration 24Q: 3 clusters Score -47684.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -47685.285156 Penalty: 659.224670
	Iteration 25Q: 3 clusters Score -47685.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -47687.093750 Penalty: 659.224670
	Iteration 26Q: 3 clusters Score -47687.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -47688.332031 Penalty: 659.224670
	Iteration 27Q: 3 clusters Score -47688.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -47688.730469 Penalty: 659.224670
	Iteration 28Q: 3 clusters Score -47688.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -47689.316406 Penalty: 659.224670
	Iteration 29Q: 3 clusters Score -47689.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -47689.484375 Penalty: 659.224670
	Iteration 30Q: 3 clusters Score -47689.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -47689.742188 Penalty: 659.224670
	Iteration 31Q: 3 clusters Score -47689.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -47689.796875 Penalty: 659.224670
	Iteration 32Q: 3 clusters Score -47689.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -47689.796875 Penalty: 659.224670
	Iteration 33F: 3 clusters Score -47689.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -17272.830078 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -17272.83 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 231 members 
Entering Unmasked Estep 
Score: -16796.226562 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -16796.23 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -16900.353516 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -16900.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16921.736328 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -16921.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16939.531250 Penalty: 563.318665
	Iteration 3Q: 3 clusters Score -16939.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16954.300781 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -16954.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16967.929688 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -16967.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -16978.027344 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -16978.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -16987.589844 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -16987.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -16995.494141 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -16995.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -17003.033203 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -17003.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -17017.335938 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -17017.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -17025.210938 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -17025.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -17034.146484 Penalty: 563.318665
	Iteration 12Q: 3 clusters Score -17034.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -17040.189453 Penalty: 563.318665
	Iteration 13Q: 3 clusters Score -17040.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -17046.052734 Penalty: 563.318665
	Iteration 14Q: 3 clusters Score -17046.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -17050.175781 Penalty: 563.318665
	Iteration 15Q: 3 clusters Score -17050.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -17053.082031 Penalty: 563.318665
	Iteration 16Q: 3 clusters Score -17053.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -17054.072266 Penalty: 563.318665
	Iteration 17Q: 3 clusters Score -17054.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -17054.283203 Penalty: 563.318665
	Iteration 18Q: 3 clusters Score -17054.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -17054.283203 Penalty: 563.318665
	Iteration 19F: 3 clusters Score -17054.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Entering Unmasked Estep 
Score: -154681.484375 Penalty: 379.804565
	Iteration 0F: 2 clusters Score -154681.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -151866.000000 Penalty: 759.609131
	Iteration 0F: 3 clusters Score -151866 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -152966.015625 Penalty: 759.609131
	Iteration 1F: 3 clusters Score -152966 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -153198.640625 Penalty: 759.609131
	Iteration 2F: 3 clusters Score -153198.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -153428.125000 Penalty: 759.609131
	Iteration 3F: 3 clusters Score -153428.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -153584.671875 Penalty: 759.609131
	Iteration 4F: 3 clusters Score -153584.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -153682.781250 Penalty: 759.609131
	Iteration 5F: 3 clusters Score -153682.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -153745.343750 Penalty: 759.609131
	Iteration 6Q: 3 clusters Score -153745.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -153779.453125 Penalty: 759.609131
	Iteration 7Q: 3 clusters Score -153779.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -153804.484375 Penalty: 759.609131
	Iteration 8Q: 3 clusters Score -153804.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -153818.265625 Penalty: 759.609131
	Iteration 9Q: 3 clusters Score -153818.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -153829.921875 Penalty: 759.609131
	Iteration 10Q: 3 clusters Score -153829.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -153842.078125 Penalty: 759.609131
	Iteration 11Q: 3 clusters Score -153842.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -153848.921875 Penalty: 759.609131
	Iteration 12Q: 3 clusters Score -153848.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -153855.046875 Penalty: 759.609131
	Iteration 13Q: 3 clusters Score -153855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -153862.593750 Penalty: 759.609131
	Iteration 14Q: 3 clusters Score -153862.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -153874.015625 Penalty: 759.609131
	Iteration 15Q: 3 clusters Score -153874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -153888.203125 Penalty: 759.609131
	Iteration 16Q: 3 clusters Score -153888.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -153903.140625 Penalty: 759.609131
	Iteration 17Q: 3 clusters Score -153903.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -153920.687500 Penalty: 759.609131
	Iteration 18Q: 3 clusters Score -153920.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -153939.828125 Penalty: 759.609131
	Iteration 19Q: 3 clusters Score -153939.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -153966.890625 Penalty: 759.609131
	Iteration 20F: 3 clusters Score -153966.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -154002.156250 Penalty: 759.609131
	Iteration 21Q: 3 clusters Score -154002.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -154029.796875 Penalty: 759.609131
	Iteration 22Q: 3 clusters Score -154029.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -154055.093750 Penalty: 759.609131
	Iteration 23Q: 3 clusters Score -154055.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -154084.640625 Penalty: 759.609131
	Iteration 24Q: 3 clusters Score -154084.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -154114.500000 Penalty: 759.609131
	Iteration 25Q: 3 clusters Score -154114.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -154149.437500 Penalty: 759.609131
	Iteration 26Q: 3 clusters Score -154149.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -154182.937500 Penalty: 759.609131
	Iteration 27Q: 3 clusters Score -154182.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -154208.109375 Penalty: 759.609131
	Iteration 28Q: 3 clusters Score -154208.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -154229.031250 Penalty: 759.609131
	Iteration 29Q: 3 clusters Score -154229 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -154245.046875 Penalty: 759.609131
	Iteration 30Q: 3 clusters Score -154245 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -154264.671875 Penalty: 759.609131
	Iteration 31Q: 3 clusters Score -154264.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -154280.890625 Penalty: 759.609131
	Iteration 32Q: 3 clusters Score -154280.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -154294.093750 Penalty: 759.609131
	Iteration 33Q: 3 clusters Score -154294.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -154312.875000 Penalty: 759.609131
	Iteration 34Q: 3 clusters Score -154312.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -154324.578125 Penalty: 759.609131
	Iteration 35Q: 3 clusters Score -154324.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -154330.109375 Penalty: 759.609131
	Iteration 36Q: 3 clusters Score -154330.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -154334.343750 Penalty: 759.609131
	Iteration 37Q: 3 clusters Score -154334.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -154340.656250 Penalty: 759.609131
	Iteration 38Q: 3 clusters Score -154340.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -154344.421875 Penalty: 759.609131
	Iteration 39Q: 3 clusters Score -154344.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -154348.890625 Penalty: 759.609131
	Iteration 40F: 3 clusters Score -154348.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -154353.968750 Penalty: 759.609131
	Iteration 41Q: 3 clusters Score -154354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -154356.890625 Penalty: 759.609131
	Iteration 42Q: 3 clusters Score -154356.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -154359.453125 Penalty: 759.609131
	Iteration 43Q: 3 clusters Score -154359.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -154363.796875 Penalty: 759.609131
	Iteration 44Q: 3 clusters Score -154363.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -154368.562500 Penalty: 759.609131
	Iteration 45Q: 3 clusters Score -154368.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -154373.328125 Penalty: 759.609131
	Iteration 46Q: 3 clusters Score -154373.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -154377.593750 Penalty: 759.609131
	Iteration 47Q: 3 clusters Score -154377.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -154381.281250 Penalty: 759.609131
	Iteration 48Q: 3 clusters Score -154381.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -154383.562500 Penalty: 759.609131
	Iteration 49Q: 3 clusters Score -154383.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -154386.796875 Penalty: 759.609131
	Iteration 50Q: 3 clusters Score -154386.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -154388.843750 Penalty: 759.609131
	Iteration 51Q: 3 clusters Score -154388.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -154390.687500 Penalty: 759.609131
	Iteration 52Q: 3 clusters Score -154390.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -154392.187500 Penalty: 759.609131
	Iteration 53Q: 3 clusters Score -154392.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -154394.500000 Penalty: 759.609131
	Iteration 54Q: 3 clusters Score -154394.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -154395.343750 Penalty: 759.609131
	Iteration 55Q: 3 clusters Score -154395.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -154396.421875 Penalty: 759.609131
	Iteration 56Q: 3 clusters Score -154396.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -154398.125000 Penalty: 759.609131
	Iteration 57Q: 3 clusters Score -154398.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -154398.687500 Penalty: 759.609131
	Iteration 58Q: 3 clusters Score -154398.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -154399.968750 Penalty: 759.609131
	Iteration 59Q: 3 clusters Score -154400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -154400.796875 Penalty: 759.609131
	Iteration 60F: 3 clusters Score -154400.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -154401.359375 Penalty: 759.609131
	Iteration 61Q: 3 clusters Score -154401.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -154401.640625 Penalty: 759.609131
	Iteration 62Q: 3 clusters Score -154401.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -154401.640625 Penalty: 759.609131
	Iteration 63F: 3 clusters Score -154401.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Entering Unmasked Estep 
Score: -736704.312500 Penalty: 451.043427
	Iteration 0F: 2 clusters Score -736704.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -723272.062500 Penalty: 902.086853
	Iteration 0F: 3 clusters Score -723272.1 nChanged 9556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -729182.187500 Penalty: 902.086853
	Iteration 1F: 3 clusters Score -729182.2 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -729978.250000 Penalty: 902.086853
	Iteration 2F: 3 clusters Score -729978.2 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -731127.812500 Penalty: 902.086853
	Iteration 3F: 3 clusters Score -731127.8 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -732418.250000 Penalty: 902.086853
	Iteration 4F: 3 clusters Score -732418.2 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -733532.625000 Penalty: 902.086853
	Iteration 5F: 3 clusters Score -733532.6 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -734455.500000 Penalty: 902.086853
	Iteration 6F: 3 clusters Score -734455.5 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -735105.500000 Penalty: 902.086853
	Iteration 7Q: 3 clusters Score -735105.5 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -735471.125000 Penalty: 902.086853
	Iteration 8Q: 3 clusters Score -735471.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -735640.875000 Penalty: 902.086853
	Iteration 9Q: 3 clusters Score -735640.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -735747.562500 Penalty: 902.086853
	Iteration 10Q: 3 clusters Score -735747.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -735811.500000 Penalty: 902.086853
	Iteration 11Q: 3 clusters Score -735811.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -735849.687500 Penalty: 902.086853
	Iteration 12Q: 3 clusters Score -735849.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -735878.750000 Penalty: 902.086853
	Iteration 13Q: 3 clusters Score -735878.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -735897.812500 Penalty: 902.086853
	Iteration 14Q: 3 clusters Score -735897.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -735915.000000 Penalty: 902.086853
	Iteration 15Q: 3 clusters Score -735915 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -735925.062500 Penalty: 902.086853
	Iteration 16Q: 3 clusters Score -735925.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -735930.500000 Penalty: 902.086853
	Iteration 17Q: 3 clusters Score -735930.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -735934.312500 Penalty: 902.086853
	Iteration 18Q: 3 clusters Score -735934.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -735937.625000 Penalty: 902.086853
	Iteration 19Q: 3 clusters Score -735937.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -735939.687500 Penalty: 902.086853
	Iteration 20F: 3 clusters Score -735939.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -735939.500000 Penalty: 902.086853
	Iteration 21Q: 3 clusters Score -735939.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -735941.000000 Penalty: 902.086853
	Iteration 22Q: 3 clusters Score -735941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -735943.437500 Penalty: 902.086853
	Iteration 23Q: 3 clusters Score -735943.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -735943.062500 Penalty: 902.086853
	Iteration 24Q: 3 clusters Score -735943.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -735943.375000 Penalty: 902.086853
	Iteration 25Q: 3 clusters Score -735943.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -735944.687500 Penalty: 902.086853
	Iteration 26Q: 3 clusters Score -735944.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -735943.062500 Penalty: 902.086853
	Iteration 27Q: 3 clusters Score -735943.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -735944.187500 Penalty: 902.086853
	Iteration 28Q: 3 clusters Score -735944.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -735944.125000 Penalty: 902.086853
	Iteration 29Q: 3 clusters Score -735944.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -735945.625000 Penalty: 902.086853
	Iteration 30Q: 3 clusters Score -735945.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -735944.687500 Penalty: 902.086853
	Iteration 31Q: 3 clusters Score -735944.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -735944.687500 Penalty: 902.086853
	Iteration 32Q: 3 clusters Score -735944.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -735945.000000 Penalty: 902.086853
	Iteration 33Q: 3 clusters Score -735945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -735944.812500 Penalty: 902.086853
	Iteration 34Q: 3 clusters Score -735944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -735944.437500 Penalty: 902.086853
	Iteration 35Q: 3 clusters Score -735944.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -735946.000000 Penalty: 902.086853
	Iteration 36Q: 3 clusters Score -735946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -735946.312500 Penalty: 902.086853
	Iteration 37Q: 3 clusters Score -735946.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -735947.250000 Penalty: 902.086853
	Iteration 38Q: 3 clusters Score -735947.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -735948.375000 Penalty: 902.086853
	Iteration 39Q: 3 clusters Score -735948.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -735948.375000 Penalty: 902.086853
	Iteration 40F: 3 clusters Score -735948.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -735947.875000 Penalty: 902.086853
	Iteration 41Q: 3 clusters Score -735947.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -735948.312500 Penalty: 902.086853
	Iteration 42Q: 3 clusters Score -735948.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -735948.312500 Penalty: 902.086853
	Iteration 43F: 3 clusters Score -735948.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -74115.875000 Penalty: 346.719788
	Iteration 0F: 2 clusters Score -74115.88 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 1016 members 
Entering Unmasked Estep 
Score: -72671.367188 Penalty: 693.439575
	Iteration 0F: 3 clusters Score -72671.37 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -73153.703125 Penalty: 693.439575
	Iteration 1F: 3 clusters Score -73153.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -73227.539062 Penalty: 693.439575
	Iteration 2F: 3 clusters Score -73227.54 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -73323.484375 Penalty: 693.439575
	Iteration 3F: 3 clusters Score -73323.48 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -73425.789062 Penalty: 693.439575
	Iteration 4F: 3 clusters Score -73425.79 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -73518.023438 Penalty: 693.439575
	Iteration 5F: 3 clusters Score -73518.02 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -73608.398438 Penalty: 693.439575
	Iteration 6F: 3 clusters Score -73608.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -73679.476562 Penalty: 693.439575
	Iteration 7Q: 3 clusters Score -73679.48 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -73724.406250 Penalty: 693.439575
	Iteration 8Q: 3 clusters Score -73724.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -73752.960938 Penalty: 693.439575
	Iteration 9Q: 3 clusters Score -73752.96 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -73777.562500 Penalty: 693.439575
	Iteration 10Q: 3 clusters Score -73777.56 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -73792.460938 Penalty: 693.439575
	Iteration 11Q: 3 clusters Score -73792.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -73814.820312 Penalty: 693.439575
	Iteration 12Q: 3 clusters Score -73814.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -73839.445312 Penalty: 693.439575
	Iteration 13Q: 3 clusters Score -73839.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -73850.585938 Penalty: 693.439575
	Iteration 14Q: 3 clusters Score -73850.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -73859.492188 Penalty: 693.439575
	Iteration 15Q: 3 clusters Score -73859.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -73866.312500 Penalty: 693.439575
	Iteration 16Q: 3 clusters Score -73866.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -73871.734375 Penalty: 693.439575
	Iteration 17Q: 3 clusters Score -73871.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -73874.820312 Penalty: 693.439575
	Iteration 18Q: 3 clusters Score -73874.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -73878.617188 Penalty: 693.439575
	Iteration 19Q: 3 clusters Score -73878.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -73884.703125 Penalty: 693.439575
	Iteration 20F: 3 clusters Score -73884.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -73888.671875 Penalty: 693.439575
	Iteration 21Q: 3 clusters Score -73888.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -73891.234375 Penalty: 693.439575
	Iteration 22Q: 3 clusters Score -73891.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -73892.437500 Penalty: 693.439575
	Iteration 23Q: 3 clusters Score -73892.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -73893.851562 Penalty: 693.439575
	Iteration 24Q: 3 clusters Score -73893.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -73895.132812 Penalty: 693.439575
	Iteration 25Q: 3 clusters Score -73895.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -73896.195312 Penalty: 693.439575
	Iteration 26Q: 3 clusters Score -73896.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -73896.632812 Penalty: 693.439575
	Iteration 27Q: 3 clusters Score -73896.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -73896.984375 Penalty: 693.439575
	Iteration 28Q: 3 clusters Score -73896.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -73897.000000 Penalty: 693.439575
	Iteration 29Q: 3 clusters Score -73897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -73897.000000 Penalty: 693.439575
	Iteration 30F: 3 clusters Score -73897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Entering Unmasked Estep 
Score: -452860.250000 Penalty: 428.559845
	Iteration 0F: 2 clusters Score -452860.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -444712.062500 Penalty: 857.119690
	Iteration 0F: 3 clusters Score -444712.1 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -448020.500000 Penalty: 857.119690
	Iteration 1F: 3 clusters Score -448020.5 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -448362.093750 Penalty: 857.119690
	Iteration 2F: 3 clusters Score -448362.1 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -448719.968750 Penalty: 857.119690
	Iteration 3F: 3 clusters Score -448720 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -449149.500000 Penalty: 857.119690
	Iteration 4F: 3 clusters Score -449149.5 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -449629.843750 Penalty: 857.119690
	Iteration 5F: 3 clusters Score -449629.8 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -450104.437500 Penalty: 857.119690
	Iteration 6F: 3 clusters Score -450104.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -450497.750000 Penalty: 857.119690
	Iteration 7Q: 3 clusters Score -450497.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -450803.468750 Penalty: 857.119690
	Iteration 8Q: 3 clusters Score -450803.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -450968.562500 Penalty: 857.119690
	Iteration 9Q: 3 clusters Score -450968.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -451039.562500 Penalty: 857.119690
	Iteration 10Q: 3 clusters Score -451039.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -451084.312500 Penalty: 857.119690
	Iteration 11Q: 3 clusters Score -451084.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -451123.562500 Penalty: 857.119690
	Iteration 12Q: 3 clusters Score -451123.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -451158.812500 Penalty: 857.119690
	Iteration 13Q: 3 clusters Score -451158.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -451197.156250 Penalty: 857.119690
	Iteration 14Q: 3 clusters Score -451197.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -451235.062500 Penalty: 857.119690
	Iteration 15Q: 3 clusters Score -451235.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -451272.125000 Penalty: 857.119690
	Iteration 16Q: 3 clusters Score -451272.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -451306.562500 Penalty: 857.119690
	Iteration 17Q: 3 clusters Score -451306.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -451347.000000 Penalty: 857.119690
	Iteration 18Q: 3 clusters Score -451347 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -451393.968750 Penalty: 857.119690
	Iteration 19Q: 3 clusters Score -451394 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -451454.468750 Penalty: 857.119690
	Iteration 20F: 3 clusters Score -451454.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -451511.000000 Penalty: 857.119690
	Iteration 21Q: 3 clusters Score -451511 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -451570.968750 Penalty: 857.119690
	Iteration 22Q: 3 clusters Score -451571 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -451650.656250 Penalty: 857.119690
	Iteration 23Q: 3 clusters Score -451650.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -451730.281250 Penalty: 857.119690
	Iteration 24Q: 3 clusters Score -451730.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -451812.343750 Penalty: 857.119690
	Iteration 25Q: 3 clusters Score -451812.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -451898.718750 Penalty: 857.119690
	Iteration 26Q: 3 clusters Score -451898.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -451989.968750 Penalty: 857.119690
	Iteration 27Q: 3 clusters Score -451990 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -452071.375000 Penalty: 857.119690
	Iteration 28Q: 3 clusters Score -452071.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -452148.125000 Penalty: 857.119690
	Iteration 29Q: 3 clusters Score -452148.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -452220.312500 Penalty: 857.119690
	Iteration 30Q: 3 clusters Score -452220.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -452262.031250 Penalty: 857.119690
	Iteration 31Q: 3 clusters Score -452262 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -452299.375000 Penalty: 857.119690
	Iteration 32Q: 3 clusters Score -452299.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -452336.406250 Penalty: 857.119690
	Iteration 33Q: 3 clusters Score -452336.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -452373.437500 Penalty: 857.119690
	Iteration 34Q: 3 clusters Score -452373.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -452399.250000 Penalty: 857.119690
	Iteration 35Q: 3 clusters Score -452399.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -452427.218750 Penalty: 857.119690
	Iteration 36Q: 3 clusters Score -452427.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -452450.312500 Penalty: 857.119690
	Iteration 37Q: 3 clusters Score -452450.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -452463.750000 Penalty: 857.119690
	Iteration 38Q: 3 clusters Score -452463.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -452476.343750 Penalty: 857.119690
	Iteration 39Q: 3 clusters Score -452476.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -452492.718750 Penalty: 857.119690
	Iteration 40F: 3 clusters Score -452492.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -452502.750000 Penalty: 857.119690
	Iteration 41Q: 3 clusters Score -452502.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -452510.500000 Penalty: 857.119690
	Iteration 42Q: 3 clusters Score -452510.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -452516.312500 Penalty: 857.119690
	Iteration 43Q: 3 clusters Score -452516.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -452521.718750 Penalty: 857.119690
	Iteration 44Q: 3 clusters Score -452521.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -452530.656250 Penalty: 857.119690
	Iteration 45Q: 3 clusters Score -452530.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -452534.562500 Penalty: 857.119690
	Iteration 46Q: 3 clusters Score -452534.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -452535.593750 Penalty: 857.119690
	Iteration 47Q: 3 clusters Score -452535.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -452538.000000 Penalty: 857.119690
	Iteration 48Q: 3 clusters Score -452538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -452539.812500 Penalty: 857.119690
	Iteration 49Q: 3 clusters Score -452539.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -452541.531250 Penalty: 857.119690
	Iteration 50Q: 3 clusters Score -452541.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -452545.093750 Penalty: 857.119690
	Iteration 51Q: 3 clusters Score -452545.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -452545.562500 Penalty: 857.119690
	Iteration 52Q: 3 clusters Score -452545.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -452547.968750 Penalty: 857.119690
	Iteration 53Q: 3 clusters Score -452548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -452549.625000 Penalty: 857.119690
	Iteration 54Q: 3 clusters Score -452549.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -452549.375000 Penalty: 857.119690
	Iteration 55Q: 3 clusters Score -452549.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -452549.375000 Penalty: 857.119690
	Iteration 56F: 3 clusters Score -452549.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (103913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103913 members 
Entering Unmasked Estep 
Score: -4009508.000000 Penalty: 525.584595
	Iteration 0F: 2 clusters Score -4009508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -3939192.500000 Penalty: 1051.169189
	Iteration 0F: 3 clusters Score -3939192 nChanged 50911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 57342 members 
Entering Unmasked Estep 
Score: -3975207.500000 Penalty: 1051.169189
	Iteration 1F: 3 clusters Score -3975208 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 61529 members 
Entering Unmasked Estep 
Score: -3981777.250000 Penalty: 1051.169189
	Iteration 2F: 3 clusters Score -3981777 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 66322 members 
Entering Unmasked Estep 
Score: -3990386.000000 Penalty: 1051.169189
	Iteration 3F: 3 clusters Score -3990386 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 70030 members 
Entering Unmasked Estep 
Score: -3997746.750000 Penalty: 1051.169189
	Iteration 4F: 3 clusters Score -3997747 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 72117 members 
Entering Unmasked Estep 
Score: -4001425.750000 Penalty: 1051.169189
	Iteration 5F: 3 clusters Score -4001426 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 73548 members 
Entering Unmasked Estep 
Score: -4003027.500000 Penalty: 1051.169189
	Iteration 6Q: 3 clusters Score -4003028 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 74681 members 
Entering Unmasked Estep 
Score: -4003962.000000 Penalty: 1051.169189
	Iteration 7Q: 3 clusters Score -4003962 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 75581 members 
Entering Unmasked Estep 
Score: -4004599.000000 Penalty: 1051.169189
	Iteration 8Q: 3 clusters Score -4004599 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 76376 members 
Entering Unmasked Estep 
Score: -4005025.750000 Penalty: 1051.169189
	Iteration 9Q: 3 clusters Score -4005026 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 77091 members 
Entering Unmasked Estep 
Score: -4005315.500000 Penalty: 1051.169189
	Iteration 10Q: 3 clusters Score -4005316 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 77731 members 
Entering Unmasked Estep 
Score: -4005496.750000 Penalty: 1051.169189
	Iteration 11Q: 3 clusters Score -4005497 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 78293 members 
Entering Unmasked Estep 
Score: -4005669.250000 Penalty: 1051.169189
	Iteration 12Q: 3 clusters Score -4005669 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 78897 members 
Entering Unmasked Estep 
Score: -4005814.750000 Penalty: 1051.169189
	Iteration 13Q: 3 clusters Score -4005815 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 79526 members 
Entering Unmasked Estep 
Score: -4005921.500000 Penalty: 1051.169189
	Iteration 14Q: 3 clusters Score -4005922 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 80135 members 
Entering Unmasked Estep 
Score: -4006039.000000 Penalty: 1051.169189
	Iteration 15Q: 3 clusters Score -4006039 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 80693 members 
Entering Unmasked Estep 
Score: -4006107.500000 Penalty: 1051.169189
	Iteration 16Q: 3 clusters Score -4006108 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 81241 members 
Entering Unmasked Estep 
Score: -4006208.750000 Penalty: 1051.169189
	Iteration 17Q: 3 clusters Score -4006209 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 81813 members 
Entering Unmasked Estep 
Score: -4006298.500000 Penalty: 1051.169189
	Iteration 18Q: 3 clusters Score -4006298 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 82363 members 
Entering Unmasked Estep 
Score: -4006377.000000 Penalty: 1051.169189
	Iteration 19Q: 3 clusters Score -4006377 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 82879 members 
Entering Unmasked Estep 
Score: -4006434.750000 Penalty: 1051.169189
	Iteration 20F: 3 clusters Score -4006435 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 83381 members 
Entering Unmasked Estep 
Score: -4006494.500000 Penalty: 1051.169189
	Iteration 21Q: 3 clusters Score -4006494 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 83910 members 
Entering Unmasked Estep 
Score: -4006559.250000 Penalty: 1051.169189
	Iteration 22Q: 3 clusters Score -4006559 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 84437 members 
Entering Unmasked Estep 
Score: -4006630.750000 Penalty: 1051.169189
	Iteration 23Q: 3 clusters Score -4006631 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 84985 members 
Entering Unmasked Estep 
Score: -4006694.000000 Penalty: 1051.169189
	Iteration 24Q: 3 clusters Score -4006694 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 85537 members 
Entering Unmasked Estep 
Score: -4006820.250000 Penalty: 1051.169189
	Iteration 25Q: 3 clusters Score -4006820 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 86101 members 
Entering Unmasked Estep 
Score: -4006903.000000 Penalty: 1051.169189
	Iteration 26Q: 3 clusters Score -4006903 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 86640 members 
Entering Unmasked Estep 
Score: -4006983.500000 Penalty: 1051.169189
	Iteration 27Q: 3 clusters Score -4006984 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 87186 members 
Entering Unmasked Estep 
Score: -4007074.500000 Penalty: 1051.169189
	Iteration 28Q: 3 clusters Score -4007074 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 87749 members 
Entering Unmasked Estep 
Score: -4007156.000000 Penalty: 1051.169189
	Iteration 29Q: 3 clusters Score -4007156 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 88299 members 
Entering Unmasked Estep 
Score: -4007239.250000 Penalty: 1051.169189
	Iteration 30Q: 3 clusters Score -4007239 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 88863 members 
Entering Unmasked Estep 
Score: -4007342.750000 Penalty: 1051.169189
	Iteration 31Q: 3 clusters Score -4007343 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 89426 members 
Entering Unmasked Estep 
Score: -4007451.000000 Penalty: 1051.169189
	Iteration 32Q: 3 clusters Score -4007451 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 89994 members 
Entering Unmasked Estep 
Score: -4007573.250000 Penalty: 1051.169189
	Iteration 33Q: 3 clusters Score -4007573 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 90562 members 
Entering Unmasked Estep 
Score: -4007653.750000 Penalty: 1051.169189
	Iteration 34Q: 3 clusters Score -4007654 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 91103 members 
Entering Unmasked Estep 
Score: -4007733.500000 Penalty: 1051.169189
	Iteration 35Q: 3 clusters Score -4007734 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 91652 members 
Entering Unmasked Estep 
Score: -4007860.500000 Penalty: 1051.169189
	Iteration 36Q: 3 clusters Score -4007860 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 92192 members 
Entering Unmasked Estep 
Score: -4007940.250000 Penalty: 1051.169189
	Iteration 37Q: 3 clusters Score -4007940 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 92689 members 
Entering Unmasked Estep 
Score: -4008011.000000 Penalty: 1051.169189
	Iteration 38Q: 3 clusters Score -4008011 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 93146 members 
Entering Unmasked Estep 
Score: -4008106.750000 Penalty: 1051.169189
	Iteration 39Q: 3 clusters Score -4008107 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 93565 members 
Entering Unmasked Estep 
Score: -4008177.000000 Penalty: 1051.169189
	Iteration 40F: 3 clusters Score -4008177 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 94002 members 
Entering Unmasked Estep 
Score: -4008261.500000 Penalty: 1051.169189
	Iteration 41Q: 3 clusters Score -4008262 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 94398 members 
Entering Unmasked Estep 
Score: -4008341.250000 Penalty: 1051.169189
	Iteration 42Q: 3 clusters Score -4008341 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 94752 members 
Entering Unmasked Estep 
Score: -4008419.750000 Penalty: 1051.169189
	Iteration 43Q: 3 clusters Score -4008420 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 95079 members 
Entering Unmasked Estep 
Score: -4008490.500000 Penalty: 1051.169189
	Iteration 44Q: 3 clusters Score -4008490 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 95386 members 
Entering Unmasked Estep 
Score: -4008540.500000 Penalty: 1051.169189
	Iteration 45Q: 3 clusters Score -4008540 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 95674 members 
Entering Unmasked Estep 
Score: -4008558.000000 Penalty: 1051.169189
	Iteration 46Q: 3 clusters Score -4008558 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 95967 members 
Entering Unmasked Estep 
Score: -4008595.500000 Penalty: 1051.169189
	Iteration 47Q: 3 clusters Score -4008596 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 96285 members 
Entering Unmasked Estep 
Score: -4008644.000000 Penalty: 1051.169189
	Iteration 48Q: 3 clusters Score -4008644 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 96575 members 
Entering Unmasked Estep 
Score: -4008692.750000 Penalty: 1051.169189
	Iteration 49Q: 3 clusters Score -4008693 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 96860 members 
Entering Unmasked Estep 
Score: -4008733.750000 Penalty: 1051.169189
	Iteration 50Q: 3 clusters Score -4008734 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 97126 members 
Entering Unmasked Estep 
Score: -4008785.250000 Penalty: 1051.169189
	Iteration 51Q: 3 clusters Score -4008785 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 97374 members 
Entering Unmasked Estep 
Score: -4008818.500000 Penalty: 1051.169189
	Iteration 52Q: 3 clusters Score -4008818 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 97619 members 
Entering Unmasked Estep 
Score: -4008874.500000 Penalty: 1051.169189
	Iteration 53Q: 3 clusters Score -4008874 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 97877 members 
Entering Unmasked Estep 
Score: -4008901.750000 Penalty: 1051.169189
	Iteration 54Q: 3 clusters Score -4008902 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 98116 members 
Entering Unmasked Estep 
Score: -4008945.750000 Penalty: 1051.169189
	Iteration 55Q: 3 clusters Score -4008946 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 98328 members 
Entering Unmasked Estep 
Score: -4008976.750000 Penalty: 1051.169189
	Iteration 56Q: 3 clusters Score -4008977 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 98535 members 
Entering Unmasked Estep 
Score: -4009008.250000 Penalty: 1051.169189
	Iteration 57Q: 3 clusters Score -4009008 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 98727 members 
Entering Unmasked Estep 
Score: -4009034.250000 Penalty: 1051.169189
	Iteration 58Q: 3 clusters Score -4009034 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 98916 members 
Entering Unmasked Estep 
Score: -4009061.750000 Penalty: 1051.169189
	Iteration 59Q: 3 clusters Score -4009062 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 99094 members 
Entering Unmasked Estep 
Score: -4009073.500000 Penalty: 1051.169189
	Iteration 60F: 3 clusters Score -4009074 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 99248 members 
Entering Unmasked Estep 
Score: -4009102.750000 Penalty: 1051.169189
	Iteration 61Q: 3 clusters Score -4009103 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 99401 members 
Entering Unmasked Estep 
Score: -4009098.000000 Penalty: 1051.169189
	Iteration 62Q: 3 clusters Score -4009098 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 99532 members 
Entering Unmasked Estep 
Score: -4009111.250000 Penalty: 1051.169189
	Iteration 63Q: 3 clusters Score -4009111 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 99663 members 
Entering Unmasked Estep 
Score: -4009139.000000 Penalty: 1051.169189
	Iteration 64Q: 3 clusters Score -4009139 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 99794 members 
Entering Unmasked Estep 
Score: -4009159.500000 Penalty: 1051.169189
	Iteration 65Q: 3 clusters Score -4009160 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 99932 members 
Entering Unmasked Estep 
Score: -4009180.250000 Penalty: 1051.169189
	Iteration 66Q: 3 clusters Score -4009180 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 100039 members 
Entering Unmasked Estep 
Score: -4009198.250000 Penalty: 1051.169189
	Iteration 67Q: 3 clusters Score -4009198 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 100144 members 
Entering Unmasked Estep 
Score: -4009225.250000 Penalty: 1051.169189
	Iteration 68Q: 3 clusters Score -4009225 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 100248 members 
Entering Unmasked Estep 
Score: -4009231.250000 Penalty: 1051.169189
	Iteration 69Q: 3 clusters Score -4009231 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 100341 members 
Entering Unmasked Estep 
Score: -4009228.250000 Penalty: 1051.169189
	Iteration 70Q: 3 clusters Score -4009228 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 100424 members 
Entering Unmasked Estep 
Score: -4009244.750000 Penalty: 1051.169189
	Iteration 71Q: 3 clusters Score -4009245 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 100504 members 
Entering Unmasked Estep 
Score: -4009248.500000 Penalty: 1051.169189
	Iteration 72Q: 3 clusters Score -4009248 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 100571 members 
Entering Unmasked Estep 
Score: -4009260.750000 Penalty: 1051.169189
	Iteration 73Q: 3 clusters Score -4009261 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 100640 members 
Entering Unmasked Estep 
Score: -4009265.250000 Penalty: 1051.169189
	Iteration 74Q: 3 clusters Score -4009265 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 100712 members 
Entering Unmasked Estep 
Score: -4009288.750000 Penalty: 1051.169189
	Iteration 75Q: 3 clusters Score -4009289 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 100775 members 
Entering Unmasked Estep 
Score: -4009288.250000 Penalty: 1051.169189
	Iteration 76Q: 3 clusters Score -4009288 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 100843 members 
Entering Unmasked Estep 
Score: -4009304.500000 Penalty: 1051.169189
	Iteration 77Q: 3 clusters Score -4009304 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 100916 members 
Entering Unmasked Estep 
Score: -4009317.500000 Penalty: 1051.169189
	Iteration 78Q: 3 clusters Score -4009318 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 100994 members 
Entering Unmasked Estep 
Score: -4009324.500000 Penalty: 1051.169189
	Iteration 79Q: 3 clusters Score -4009324 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 101067 members 
Entering Unmasked Estep 
Score: -4009337.500000 Penalty: 1051.169189
	Iteration 80F: 3 clusters Score -4009338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 101116 members 
Entering Unmasked Estep 
Score: -4009349.250000 Penalty: 1051.169189
	Iteration 81Q: 3 clusters Score -4009349 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 101149 members 
Entering Unmasked Estep 
Score: -4009339.250000 Penalty: 1051.169189
	Iteration 82Q: 3 clusters Score -4009339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 101175 members 
Entering Unmasked Estep 
Score: -4009334.500000 Penalty: 1051.169189
	Iteration 83Q: 3 clusters Score -4009334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 101198 members 
Entering Unmasked Estep 
Score: -4009344.250000 Penalty: 1051.169189
	Iteration 84Q: 3 clusters Score -4009344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 101215 members 
Entering Unmasked Estep 
Score: -4009342.250000 Penalty: 1051.169189
	Iteration 85Q: 3 clusters Score -4009342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 101228 members 
Entering Unmasked Estep 
Score: -4009340.000000 Penalty: 1051.169189
	Iteration 86Q: 3 clusters Score -4009340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 101240 members 
Entering Unmasked Estep 
Score: -4009341.250000 Penalty: 1051.169189
	Iteration 87Q: 3 clusters Score -4009341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 101245 members 
Entering Unmasked Estep 
Score: -4009342.250000 Penalty: 1051.169189
	Iteration 88Q: 3 clusters Score -4009342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 101247 members 
Entering Unmasked Estep 
Score: -4009342.250000 Penalty: 1051.169189
	Iteration 89Q: 3 clusters Score -4009342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 101251 members 
Entering Unmasked Estep 
Score: -4009340.000000 Penalty: 1051.169189
	Iteration 90Q: 3 clusters Score -4009340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 101252 members 
Entering Unmasked Estep 
Score: -4009340.750000 Penalty: 1051.169189
	Iteration 91Q: 3 clusters Score -4009341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 101253 members 
Entering Unmasked Estep 
Score: -4009340.750000 Penalty: 1051.169189
	Iteration 92Q: 3 clusters Score -4009341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 101253 members 
Entering Unmasked Estep 
Score: -4009340.750000 Penalty: 1051.169189
	Iteration 93F: 3 clusters Score -4009341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -48761.621094 Penalty: 313.753571
	Iteration 0F: 2 clusters Score -48761.62 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 499 members 
Entering Unmasked Estep 
Score: -47939.500000 Penalty: 627.507141
	Iteration 0F: 3 clusters Score -47939.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -48126.035156 Penalty: 627.507141
	Iteration 1F: 3 clusters Score -48126.04 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -48166.859375 Penalty: 627.507141
	Iteration 2F: 3 clusters Score -48166.86 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -48193.328125 Penalty: 627.507141
	Iteration 3Q: 3 clusters Score -48193.33 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -48208.230469 Penalty: 627.507141
	Iteration 4Q: 3 clusters Score -48208.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -48224.078125 Penalty: 627.507141
	Iteration 5Q: 3 clusters Score -48224.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -48241.781250 Penalty: 627.507141
	Iteration 6Q: 3 clusters Score -48241.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -48265.382812 Penalty: 627.507141
	Iteration 7Q: 3 clusters Score -48265.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -48287.445312 Penalty: 627.507141
	Iteration 8Q: 3 clusters Score -48287.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -48302.964844 Penalty: 627.507141
	Iteration 9Q: 3 clusters Score -48302.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -48318.000000 Penalty: 627.507141
	Iteration 10Q: 3 clusters Score -48318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -48336.328125 Penalty: 627.507141
	Iteration 11Q: 3 clusters Score -48336.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -48355.078125 Penalty: 627.507141
	Iteration 12Q: 3 clusters Score -48355.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -48368.429688 Penalty: 627.507141
	Iteration 13Q: 3 clusters Score -48368.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -48382.300781 Penalty: 627.507141
	Iteration 14Q: 3 clusters Score -48382.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -48396.539062 Penalty: 627.507141
	Iteration 15Q: 3 clusters Score -48396.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -48412.152344 Penalty: 627.507141
	Iteration 16Q: 3 clusters Score -48412.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -48422.152344 Penalty: 627.507141
	Iteration 17Q: 3 clusters Score -48422.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -48427.804688 Penalty: 627.507141
	Iteration 18Q: 3 clusters Score -48427.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -48432.496094 Penalty: 627.507141
	Iteration 19Q: 3 clusters Score -48432.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -48434.617188 Penalty: 627.507141
	Iteration 20F: 3 clusters Score -48434.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -48435.757812 Penalty: 627.507141
	Iteration 21Q: 3 clusters Score -48435.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -48437.996094 Penalty: 627.507141
	Iteration 22Q: 3 clusters Score -48438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -48442.632812 Penalty: 627.507141
	Iteration 23Q: 3 clusters Score -48442.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -48446.226562 Penalty: 627.507141
	Iteration 24Q: 3 clusters Score -48446.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -48451.355469 Penalty: 627.507141
	Iteration 25Q: 3 clusters Score -48451.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -48455.714844 Penalty: 627.507141
	Iteration 26Q: 3 clusters Score -48455.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -48458.722656 Penalty: 627.507141
	Iteration 27Q: 3 clusters Score -48458.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -48458.722656 Penalty: 627.507141
	Iteration 28F: 3 clusters Score -48458.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Entering Unmasked Estep 
Score: -451706.750000 Penalty: 429.011902
	Iteration 0F: 2 clusters Score -451706.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -443268.406250 Penalty: 858.023804
	Iteration 0F: 3 clusters Score -443268.4 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -446837.781250 Penalty: 858.023804
	Iteration 1F: 3 clusters Score -446837.8 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -447237.406250 Penalty: 858.023804
	Iteration 2F: 3 clusters Score -447237.4 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -447792.593750 Penalty: 858.023804
	Iteration 3F: 3 clusters Score -447792.6 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -448538.062500 Penalty: 858.023804
	Iteration 4F: 3 clusters Score -448538.1 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -449305.250000 Penalty: 858.023804
	Iteration 5F: 3 clusters Score -449305.2 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -449897.781250 Penalty: 858.023804
	Iteration 6F: 3 clusters Score -449897.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -450330.937500 Penalty: 858.023804
	Iteration 7Q: 3 clusters Score -450330.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -450637.656250 Penalty: 858.023804
	Iteration 8Q: 3 clusters Score -450637.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -450876.875000 Penalty: 858.023804
	Iteration 9Q: 3 clusters Score -450876.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -451064.218750 Penalty: 858.023804
	Iteration 10Q: 3 clusters Score -451064.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -451155.656250 Penalty: 858.023804
	Iteration 11Q: 3 clusters Score -451155.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -451217.406250 Penalty: 858.023804
	Iteration 12Q: 3 clusters Score -451217.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -451253.500000 Penalty: 858.023804
	Iteration 13Q: 3 clusters Score -451253.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -451273.250000 Penalty: 858.023804
	Iteration 14Q: 3 clusters Score -451273.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -451284.625000 Penalty: 858.023804
	Iteration 15Q: 3 clusters Score -451284.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -451302.906250 Penalty: 858.023804
	Iteration 16Q: 3 clusters Score -451302.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -451315.156250 Penalty: 858.023804
	Iteration 17Q: 3 clusters Score -451315.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -451335.468750 Penalty: 858.023804
	Iteration 18Q: 3 clusters Score -451335.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -451360.062500 Penalty: 858.023804
	Iteration 19Q: 3 clusters Score -451360.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -451383.156250 Penalty: 858.023804
	Iteration 20F: 3 clusters Score -451383.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -451391.625000 Penalty: 858.023804
	Iteration 21Q: 3 clusters Score -451391.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -451400.500000 Penalty: 858.023804
	Iteration 22Q: 3 clusters Score -451400.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -451413.593750 Penalty: 858.023804
	Iteration 23Q: 3 clusters Score -451413.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -451419.406250 Penalty: 858.023804
	Iteration 24Q: 3 clusters Score -451419.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -451421.437500 Penalty: 858.023804
	Iteration 25Q: 3 clusters Score -451421.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -451423.656250 Penalty: 858.023804
	Iteration 26Q: 3 clusters Score -451423.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -451423.531250 Penalty: 858.023804
	Iteration 27Q: 3 clusters Score -451423.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -451423.531250 Penalty: 858.023804
	Iteration 28F: 3 clusters Score -451423.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Entering Unmasked Estep 
Score: -569435.500000 Penalty: 439.216095
	Iteration 0F: 2 clusters Score -569435.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -559063.625000 Penalty: 878.432190
	Iteration 0F: 3 clusters Score -559063.6 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -563569.500000 Penalty: 878.432190
	Iteration 1F: 3 clusters Score -563569.5 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -564102.750000 Penalty: 878.432190
	Iteration 2F: 3 clusters Score -564102.8 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -564814.250000 Penalty: 878.432190
	Iteration 3F: 3 clusters Score -564814.2 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -565707.062500 Penalty: 878.432190
	Iteration 4F: 3 clusters Score -565707.1 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -566607.000000 Penalty: 878.432190
	Iteration 5F: 3 clusters Score -566607 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -567337.750000 Penalty: 878.432190
	Iteration 6F: 3 clusters Score -567337.8 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -567959.437500 Penalty: 878.432190
	Iteration 7Q: 3 clusters Score -567959.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -568412.062500 Penalty: 878.432190
	Iteration 8Q: 3 clusters Score -568412.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -568715.562500 Penalty: 878.432190
	Iteration 9Q: 3 clusters Score -568715.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -568911.250000 Penalty: 878.432190
	Iteration 10Q: 3 clusters Score -568911.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -569025.250000 Penalty: 878.432190
	Iteration 11Q: 3 clusters Score -569025.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -569098.437500 Penalty: 878.432190
	Iteration 12Q: 3 clusters Score -569098.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -569135.937500 Penalty: 878.432190
	Iteration 13Q: 3 clusters Score -569135.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -569159.625000 Penalty: 878.432190
	Iteration 14Q: 3 clusters Score -569159.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -569174.500000 Penalty: 878.432190
	Iteration 15Q: 3 clusters Score -569174.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -569184.875000 Penalty: 878.432190
	Iteration 16Q: 3 clusters Score -569184.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -569196.250000 Penalty: 878.432190
	Iteration 17Q: 3 clusters Score -569196.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -569205.125000 Penalty: 878.432190
	Iteration 18Q: 3 clusters Score -569205.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -569212.187500 Penalty: 878.432190
	Iteration 19Q: 3 clusters Score -569212.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -569219.812500 Penalty: 878.432190
	Iteration 20F: 3 clusters Score -569219.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -569227.250000 Penalty: 878.432190
	Iteration 21Q: 3 clusters Score -569227.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -569232.500000 Penalty: 878.432190
	Iteration 22Q: 3 clusters Score -569232.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -569236.750000 Penalty: 878.432190
	Iteration 23Q: 3 clusters Score -569236.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -569237.500000 Penalty: 878.432190
	Iteration 24Q: 3 clusters Score -569237.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -569240.187500 Penalty: 878.432190
	Iteration 25Q: 3 clusters Score -569240.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -569240.562500 Penalty: 878.432190
	Iteration 26Q: 3 clusters Score -569240.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -569244.437500 Penalty: 878.432190
	Iteration 27Q: 3 clusters Score -569244.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -569244.187500 Penalty: 878.432190
	Iteration 28Q: 3 clusters Score -569244.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -569247.625000 Penalty: 878.432190
	Iteration 29Q: 3 clusters Score -569247.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -569253.000000 Penalty: 878.432190
	Iteration 30Q: 3 clusters Score -569253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -569258.750000 Penalty: 878.432190
	Iteration 31Q: 3 clusters Score -569258.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -569261.500000 Penalty: 878.432190
	Iteration 32Q: 3 clusters Score -569261.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -569263.437500 Penalty: 878.432190
	Iteration 33Q: 3 clusters Score -569263.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -569264.750000 Penalty: 878.432190
	Iteration 34Q: 3 clusters Score -569264.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -569266.062500 Penalty: 878.432190
	Iteration 35Q: 3 clusters Score -569266.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -569268.812500 Penalty: 878.432190
	Iteration 36Q: 3 clusters Score -569268.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -569270.125000 Penalty: 878.432190
	Iteration 37Q: 3 clusters Score -569270.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -569273.125000 Penalty: 878.432190
	Iteration 38Q: 3 clusters Score -569273.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -569275.000000 Penalty: 878.432190
	Iteration 39Q: 3 clusters Score -569275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -569279.125000 Penalty: 878.432190
	Iteration 40F: 3 clusters Score -569279.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -569279.875000 Penalty: 878.432190
	Iteration 41Q: 3 clusters Score -569279.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -569281.437500 Penalty: 878.432190
	Iteration 42Q: 3 clusters Score -569281.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -569282.437500 Penalty: 878.432190
	Iteration 43Q: 3 clusters Score -569282.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -569283.062500 Penalty: 878.432190
	Iteration 44Q: 3 clusters Score -569283.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -569284.625000 Penalty: 878.432190
	Iteration 45Q: 3 clusters Score -569284.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -569286.062500 Penalty: 878.432190
	Iteration 46Q: 3 clusters Score -569286.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -569286.937500 Penalty: 878.432190
	Iteration 47Q: 3 clusters Score -569286.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -569287.687500 Penalty: 878.432190
	Iteration 48Q: 3 clusters Score -569287.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -569288.000000 Penalty: 878.432190
	Iteration 49Q: 3 clusters Score -569288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -569290.500000 Penalty: 878.432190
	Iteration 50Q: 3 clusters Score -569290.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -569291.687500 Penalty: 878.432190
	Iteration 51Q: 3 clusters Score -569291.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -569294.125000 Penalty: 878.432190
	Iteration 52Q: 3 clusters Score -569294.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -569294.125000 Penalty: 878.432190
	Iteration 53Q: 3 clusters Score -569294.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -569293.937500 Penalty: 878.432190
	Iteration 54Q: 3 clusters Score -569293.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -569293.812500 Penalty: 878.432190
	Iteration 55Q: 3 clusters Score -569293.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -569293.375000 Penalty: 878.432190
	Iteration 56Q: 3 clusters Score -569293.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -569293.375000 Penalty: 878.432190
	Iteration 57F: 3 clusters Score -569293.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Entering Unmasked Estep 
Score: -776230.437500 Penalty: 452.116760
	Iteration 0F: 2 clusters Score -776230.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -762584.625000 Penalty: 904.233521
	Iteration 0F: 3 clusters Score -762584.6 nChanged 9631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -768425.875000 Penalty: 904.233521
	Iteration 1F: 3 clusters Score -768425.9 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -768886.125000 Penalty: 904.233521
	Iteration 2F: 3 clusters Score -768886.1 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -769548.250000 Penalty: 904.233521
	Iteration 3F: 3 clusters Score -769548.2 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -770466.750000 Penalty: 904.233521
	Iteration 4F: 3 clusters Score -770466.8 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -771642.375000 Penalty: 904.233521
	Iteration 5F: 3 clusters Score -771642.4 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -773073.125000 Penalty: 904.233521
	Iteration 6F: 3 clusters Score -773073.1 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -774436.062500 Penalty: 904.233521
	Iteration 7F: 3 clusters Score -774436.1 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -775270.500000 Penalty: 904.233521
	Iteration 8Q: 3 clusters Score -775270.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -775633.625000 Penalty: 904.233521
	Iteration 9Q: 3 clusters Score -775633.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -775756.500000 Penalty: 904.233521
	Iteration 10Q: 3 clusters Score -775756.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -775796.187500 Penalty: 904.233521
	Iteration 11Q: 3 clusters Score -775796.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -775817.437500 Penalty: 904.233521
	Iteration 12Q: 3 clusters Score -775817.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -775822.750000 Penalty: 904.233521
	Iteration 13Q: 3 clusters Score -775822.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -775831.500000 Penalty: 904.233521
	Iteration 14Q: 3 clusters Score -775831.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -775833.250000 Penalty: 904.233521
	Iteration 15Q: 3 clusters Score -775833.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -775833.250000 Penalty: 904.233521
	Iteration 16F: 3 clusters Score -775833.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Entering Unmasked Estep 
Score: -338172.625000 Penalty: 416.975464
	Iteration 0F: 2 clusters Score -338172.6 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 4718 members 
Entering Unmasked Estep 
Score: -331791.000000 Penalty: 833.950928
	Iteration 0F: 3 clusters Score -331791 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -334545.812500 Penalty: 833.950928
	Iteration 1F: 3 clusters Score -334545.8 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -335108.000000 Penalty: 833.950928
	Iteration 2F: 3 clusters Score -335108 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -335579.500000 Penalty: 833.950928
	Iteration 3F: 3 clusters Score -335579.5 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -335999.562500 Penalty: 833.950928
	Iteration 4F: 3 clusters Score -335999.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -336419.968750 Penalty: 833.950928
	Iteration 5F: 3 clusters Score -336420 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -336781.781250 Penalty: 833.950928
	Iteration 6Q: 3 clusters Score -336781.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -337048.687500 Penalty: 833.950928
	Iteration 7Q: 3 clusters Score -337048.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -337231.468750 Penalty: 833.950928
	Iteration 8Q: 3 clusters Score -337231.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -337370.031250 Penalty: 833.950928
	Iteration 9Q: 3 clusters Score -337370 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -337477.625000 Penalty: 833.950928
	Iteration 10Q: 3 clusters Score -337477.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -337550.593750 Penalty: 833.950928
	Iteration 11Q: 3 clusters Score -337550.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -337587.531250 Penalty: 833.950928
	Iteration 12Q: 3 clusters Score -337587.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -337615.750000 Penalty: 833.950928
	Iteration 13Q: 3 clusters Score -337615.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -337636.187500 Penalty: 833.950928
	Iteration 14Q: 3 clusters Score -337636.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -337655.687500 Penalty: 833.950928
	Iteration 15Q: 3 clusters Score -337655.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -337688.843750 Penalty: 833.950928
	Iteration 16Q: 3 clusters Score -337688.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -337727.812500 Penalty: 833.950928
	Iteration 17Q: 3 clusters Score -337727.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -337752.625000 Penalty: 833.950928
	Iteration 18Q: 3 clusters Score -337752.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -337767.718750 Penalty: 833.950928
	Iteration 19Q: 3 clusters Score -337767.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -337777.593750 Penalty: 833.950928
	Iteration 20F: 3 clusters Score -337777.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -337787.718750 Penalty: 833.950928
	Iteration 21Q: 3 clusters Score -337787.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -337799.500000 Penalty: 833.950928
	Iteration 22Q: 3 clusters Score -337799.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -337813.125000 Penalty: 833.950928
	Iteration 23Q: 3 clusters Score -337813.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -337818.750000 Penalty: 833.950928
	Iteration 24Q: 3 clusters Score -337818.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -337823.843750 Penalty: 833.950928
	Iteration 25Q: 3 clusters Score -337823.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -337828.843750 Penalty: 833.950928
	Iteration 26Q: 3 clusters Score -337828.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -337833.000000 Penalty: 833.950928
	Iteration 27Q: 3 clusters Score -337833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -337836.156250 Penalty: 833.950928
	Iteration 28Q: 3 clusters Score -337836.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -337838.906250 Penalty: 833.950928
	Iteration 29Q: 3 clusters Score -337838.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -337840.406250 Penalty: 833.950928
	Iteration 30Q: 3 clusters Score -337840.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -337842.250000 Penalty: 833.950928
	Iteration 31Q: 3 clusters Score -337842.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -337843.937500 Penalty: 833.950928
	Iteration 32Q: 3 clusters Score -337843.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -337844.250000 Penalty: 833.950928
	Iteration 33Q: 3 clusters Score -337844.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -337846.125000 Penalty: 833.950928
	Iteration 34Q: 3 clusters Score -337846.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -337849.625000 Penalty: 833.950928
	Iteration 35Q: 3 clusters Score -337849.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -337851.625000 Penalty: 833.950928
	Iteration 36Q: 3 clusters Score -337851.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -337852.812500 Penalty: 833.950928
	Iteration 37Q: 3 clusters Score -337852.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -337853.718750 Penalty: 833.950928
	Iteration 38Q: 3 clusters Score -337853.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -337855.968750 Penalty: 833.950928
	Iteration 39Q: 3 clusters Score -337856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -337856.843750 Penalty: 833.950928
	Iteration 40F: 3 clusters Score -337856.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -337857.218750 Penalty: 833.950928
	Iteration 41Q: 3 clusters Score -337857.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -337857.218750 Penalty: 833.950928
	Iteration 42F: 3 clusters Score -337857.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Entering Unmasked Estep 
Score: -146584.062500 Penalty: 378.790405
	Iteration 0F: 2 clusters Score -146584.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -143782.468750 Penalty: 757.580811
	Iteration 0F: 3 clusters Score -143782.5 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -144943.109375 Penalty: 757.580811
	Iteration 1F: 3 clusters Score -144943.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -145155.468750 Penalty: 757.580811
	Iteration 2F: 3 clusters Score -145155.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -145346.031250 Penalty: 757.580811
	Iteration 3F: 3 clusters Score -145346 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -145508.265625 Penalty: 757.580811
	Iteration 4F: 3 clusters Score -145508.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -145632.984375 Penalty: 757.580811
	Iteration 5Q: 3 clusters Score -145633 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -145745.531250 Penalty: 757.580811
	Iteration 6Q: 3 clusters Score -145745.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -145834.437500 Penalty: 757.580811
	Iteration 7Q: 3 clusters Score -145834.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -145923.468750 Penalty: 757.580811
	Iteration 8Q: 3 clusters Score -145923.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -146014.125000 Penalty: 757.580811
	Iteration 9Q: 3 clusters Score -146014.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -146101.203125 Penalty: 757.580811
	Iteration 10Q: 3 clusters Score -146101.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -146168.921875 Penalty: 757.580811
	Iteration 11Q: 3 clusters Score -146168.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -146200.968750 Penalty: 757.580811
	Iteration 12Q: 3 clusters Score -146201 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -146222.125000 Penalty: 757.580811
	Iteration 13Q: 3 clusters Score -146222.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -146234.078125 Penalty: 757.580811
	Iteration 14Q: 3 clusters Score -146234.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -146244.828125 Penalty: 757.580811
	Iteration 15Q: 3 clusters Score -146244.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -146250.359375 Penalty: 757.580811
	Iteration 16Q: 3 clusters Score -146250.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -146253.406250 Penalty: 757.580811
	Iteration 17Q: 3 clusters Score -146253.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -146257.437500 Penalty: 757.580811
	Iteration 18Q: 3 clusters Score -146257.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -146259.625000 Penalty: 757.580811
	Iteration 19Q: 3 clusters Score -146259.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -146262.718750 Penalty: 757.580811
	Iteration 20F: 3 clusters Score -146262.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -146264.468750 Penalty: 757.580811
	Iteration 21Q: 3 clusters Score -146264.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -146265.390625 Penalty: 757.580811
	Iteration 22Q: 3 clusters Score -146265.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -146265.906250 Penalty: 757.580811
	Iteration 23Q: 3 clusters Score -146265.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -146266.359375 Penalty: 757.580811
	Iteration 24Q: 3 clusters Score -146266.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -146266.359375 Penalty: 757.580811
	Iteration 25F: 3 clusters Score -146266.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Entering Unmasked Estep 
Score: -118699.359375 Penalty: 369.527344
	Iteration 0F: 2 clusters Score -118699.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -116385.718750 Penalty: 739.054688
	Iteration 0F: 3 clusters Score -116385.7 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -117243.546875 Penalty: 739.054688
	Iteration 1F: 3 clusters Score -117243.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -117376.593750 Penalty: 739.054688
	Iteration 2F: 3 clusters Score -117376.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -117500.039062 Penalty: 739.054688
	Iteration 3F: 3 clusters Score -117500 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -117624.656250 Penalty: 739.054688
	Iteration 4F: 3 clusters Score -117624.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -117728.945312 Penalty: 739.054688
	Iteration 5F: 3 clusters Score -117728.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -117839.757812 Penalty: 739.054688
	Iteration 6Q: 3 clusters Score -117839.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -117934.445312 Penalty: 739.054688
	Iteration 7Q: 3 clusters Score -117934.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -117996.070312 Penalty: 739.054688
	Iteration 8Q: 3 clusters Score -117996.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -118054.531250 Penalty: 739.054688
	Iteration 9Q: 3 clusters Score -118054.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -118095.796875 Penalty: 739.054688
	Iteration 10Q: 3 clusters Score -118095.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -118150.789062 Penalty: 739.054688
	Iteration 11Q: 3 clusters Score -118150.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -118191.242188 Penalty: 739.054688
	Iteration 12Q: 3 clusters Score -118191.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -118238.664062 Penalty: 739.054688
	Iteration 13Q: 3 clusters Score -118238.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -118302.031250 Penalty: 739.054688
	Iteration 14Q: 3 clusters Score -118302 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -118372.164062 Penalty: 739.054688
	Iteration 15Q: 3 clusters Score -118372.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -118446.539062 Penalty: 739.054688
	Iteration 16Q: 3 clusters Score -118446.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -118516.468750 Penalty: 739.054688
	Iteration 17Q: 3 clusters Score -118516.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -118551.445312 Penalty: 739.054688
	Iteration 18Q: 3 clusters Score -118551.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -118566.226562 Penalty: 739.054688
	Iteration 19Q: 3 clusters Score -118566.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -118570.609375 Penalty: 739.054688
	Iteration 20F: 3 clusters Score -118570.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -118575.429688 Penalty: 739.054688
	Iteration 21Q: 3 clusters Score -118575.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -118577.351562 Penalty: 739.054688
	Iteration 22Q: 3 clusters Score -118577.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -118577.617188 Penalty: 739.054688
	Iteration 23Q: 3 clusters Score -118577.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -118578.593750 Penalty: 739.054688
	Iteration 24Q: 3 clusters Score -118578.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -118580.132812 Penalty: 739.054688
	Iteration 25Q: 3 clusters Score -118580.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -118581.718750 Penalty: 739.054688
	Iteration 26Q: 3 clusters Score -118581.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -118583.273438 Penalty: 739.054688
	Iteration 27Q: 3 clusters Score -118583.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -118584.453125 Penalty: 739.054688
	Iteration 28Q: 3 clusters Score -118584.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -118584.796875 Penalty: 739.054688
	Iteration 29Q: 3 clusters Score -118584.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -118586.085938 Penalty: 739.054688
	Iteration 30Q: 3 clusters Score -118586.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -118587.515625 Penalty: 739.054688
	Iteration 31Q: 3 clusters Score -118587.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -118588.023438 Penalty: 739.054688
	Iteration 32Q: 3 clusters Score -118588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -118588.304688 Penalty: 739.054688
	Iteration 33Q: 3 clusters Score -118588.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -118588.304688 Penalty: 739.054688
	Iteration 34F: 3 clusters Score -118588.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Entering Unmasked Estep 
Score: -595528.375000 Penalty: 440.560730
	Iteration 0F: 2 clusters Score -595528.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -584884.562500 Penalty: 881.121460
	Iteration 0F: 3 clusters Score -584884.6 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -589478.375000 Penalty: 881.121460
	Iteration 1F: 3 clusters Score -589478.4 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -590112.750000 Penalty: 881.121460
	Iteration 2F: 3 clusters Score -590112.8 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -590992.625000 Penalty: 881.121460
	Iteration 3F: 3 clusters Score -590992.6 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -592025.687500 Penalty: 881.121460
	Iteration 4F: 3 clusters Score -592025.7 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -593077.625000 Penalty: 881.121460
	Iteration 5F: 3 clusters Score -593077.6 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -593989.125000 Penalty: 881.121460
	Iteration 6F: 3 clusters Score -593989.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -594583.375000 Penalty: 881.121460
	Iteration 7Q: 3 clusters Score -594583.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -594920.687500 Penalty: 881.121460
	Iteration 8Q: 3 clusters Score -594920.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -595066.125000 Penalty: 881.121460
	Iteration 9Q: 3 clusters Score -595066.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -595121.250000 Penalty: 881.121460
	Iteration 10Q: 3 clusters Score -595121.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -595145.937500 Penalty: 881.121460
	Iteration 11Q: 3 clusters Score -595145.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -595162.687500 Penalty: 881.121460
	Iteration 12Q: 3 clusters Score -595162.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -595179.250000 Penalty: 881.121460
	Iteration 13Q: 3 clusters Score -595179.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -595183.500000 Penalty: 881.121460
	Iteration 14Q: 3 clusters Score -595183.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -595184.500000 Penalty: 881.121460
	Iteration 15Q: 3 clusters Score -595184.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -595184.500000 Penalty: 881.121460
	Iteration 16F: 3 clusters Score -595184.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -26952.548828 Penalty: 303.921753
	Iteration 0F: 2 clusters Score -26952.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -26263.984375 Penalty: 607.843506
	Iteration 0F: 3 clusters Score -26263.98 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -26447.982422 Penalty: 607.843506
	Iteration 1F: 3 clusters Score -26447.98 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -26499.259766 Penalty: 607.843506
	Iteration 2F: 3 clusters Score -26499.26 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -26533.253906 Penalty: 607.843506
	Iteration 3F: 3 clusters Score -26533.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -26543.191406 Penalty: 607.843506
	Iteration 4Q: 3 clusters Score -26543.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -26556.921875 Penalty: 607.843506
	Iteration 5Q: 3 clusters Score -26556.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -26569.798828 Penalty: 607.843506
	Iteration 6Q: 3 clusters Score -26569.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -26584.443359 Penalty: 607.843506
	Iteration 7Q: 3 clusters Score -26584.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -26603.480469 Penalty: 607.843506
	Iteration 8Q: 3 clusters Score -26603.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -26617.382812 Penalty: 607.843506
	Iteration 9Q: 3 clusters Score -26617.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -26631.728516 Penalty: 607.843506
	Iteration 10Q: 3 clusters Score -26631.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -26638.113281 Penalty: 607.843506
	Iteration 11Q: 3 clusters Score -26638.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26646.164062 Penalty: 607.843506
	Iteration 12Q: 3 clusters Score -26646.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26650.455078 Penalty: 607.843506
	Iteration 13Q: 3 clusters Score -26650.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -26654.300781 Penalty: 607.843506
	Iteration 14Q: 3 clusters Score -26654.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -26657.894531 Penalty: 607.843506
	Iteration 15Q: 3 clusters Score -26657.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -26658.978516 Penalty: 607.843506
	Iteration 16Q: 3 clusters Score -26658.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26659.441406 Penalty: 607.843506
	Iteration 17Q: 3 clusters Score -26659.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -26659.769531 Penalty: 607.843506
	Iteration 18Q: 3 clusters Score -26659.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -26660.150391 Penalty: 607.843506
	Iteration 19Q: 3 clusters Score -26660.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -26660.150391 Penalty: 607.843506
	Iteration 20F: 3 clusters Score -26660.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Entering Unmasked Estep 
Score: -436408.625000 Penalty: 426.353943
	Iteration 0F: 2 clusters Score -436408.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -428507.781250 Penalty: 852.707886
	Iteration 0F: 3 clusters Score -428507.8 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -432002.156250 Penalty: 852.707886
	Iteration 1F: 3 clusters Score -432002.2 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -432497.093750 Penalty: 852.707886
	Iteration 2F: 3 clusters Score -432497.1 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -433067.281250 Penalty: 852.707886
	Iteration 3F: 3 clusters Score -433067.3 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -433641.000000 Penalty: 852.707886
	Iteration 4F: 3 clusters Score -433641 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -434101.281250 Penalty: 852.707886
	Iteration 5F: 3 clusters Score -434101.3 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -434423.750000 Penalty: 852.707886
	Iteration 6Q: 3 clusters Score -434423.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -434648.906250 Penalty: 852.707886
	Iteration 7Q: 3 clusters Score -434648.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -434788.656250 Penalty: 852.707886
	Iteration 8Q: 3 clusters Score -434788.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -434893.656250 Penalty: 852.707886
	Iteration 9Q: 3 clusters Score -434893.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -434972.906250 Penalty: 852.707886
	Iteration 10Q: 3 clusters Score -434972.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -435044.687500 Penalty: 852.707886
	Iteration 11Q: 3 clusters Score -435044.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -435122.812500 Penalty: 852.707886
	Iteration 12Q: 3 clusters Score -435122.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -435196.062500 Penalty: 852.707886
	Iteration 13Q: 3 clusters Score -435196.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -435276.187500 Penalty: 852.707886
	Iteration 14Q: 3 clusters Score -435276.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -435351.593750 Penalty: 852.707886
	Iteration 15Q: 3 clusters Score -435351.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -435426.312500 Penalty: 852.707886
	Iteration 16Q: 3 clusters Score -435426.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -435495.625000 Penalty: 852.707886
	Iteration 17Q: 3 clusters Score -435495.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -435565.500000 Penalty: 852.707886
	Iteration 18Q: 3 clusters Score -435565.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -435641.375000 Penalty: 852.707886
	Iteration 19Q: 3 clusters Score -435641.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -435709.250000 Penalty: 852.707886
	Iteration 20F: 3 clusters Score -435709.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -435764.531250 Penalty: 852.707886
	Iteration 21Q: 3 clusters Score -435764.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -435811.687500 Penalty: 852.707886
	Iteration 22Q: 3 clusters Score -435811.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -435865.156250 Penalty: 852.707886
	Iteration 23Q: 3 clusters Score -435865.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -435907.468750 Penalty: 852.707886
	Iteration 24Q: 3 clusters Score -435907.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -435944.343750 Penalty: 852.707886
	Iteration 25Q: 3 clusters Score -435944.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -435979.875000 Penalty: 852.707886
	Iteration 26Q: 3 clusters Score -435979.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -436003.812500 Penalty: 852.707886
	Iteration 27Q: 3 clusters Score -436003.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -436025.687500 Penalty: 852.707886
	Iteration 28Q: 3 clusters Score -436025.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -436046.500000 Penalty: 852.707886
	Iteration 29Q: 3 clusters Score -436046.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -436059.531250 Penalty: 852.707886
	Iteration 30Q: 3 clusters Score -436059.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -436069.500000 Penalty: 852.707886
	Iteration 31Q: 3 clusters Score -436069.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -436075.125000 Penalty: 852.707886
	Iteration 32Q: 3 clusters Score -436075.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -436077.687500 Penalty: 852.707886
	Iteration 33Q: 3 clusters Score -436077.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -436077.968750 Penalty: 852.707886
	Iteration 34Q: 3 clusters Score -436078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -436079.187500 Penalty: 852.707886
	Iteration 35Q: 3 clusters Score -436079.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -436078.562500 Penalty: 852.707886
	Iteration 36Q: 3 clusters Score -436078.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -436078.812500 Penalty: 852.707886
	Iteration 37Q: 3 clusters Score -436078.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -436078.812500 Penalty: 852.707886
	Iteration 38F: 3 clusters Score -436078.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Entering Unmasked Estep 
Score: -279970.156250 Penalty: 407.048218
	Iteration 0F: 2 clusters Score -279970.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -274833.250000 Penalty: 814.096436
	Iteration 0F: 3 clusters Score -274833.2 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -277045.437500 Penalty: 814.096436
	Iteration 1F: 3 clusters Score -277045.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -277465.500000 Penalty: 814.096436
	Iteration 2F: 3 clusters Score -277465.5 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -277982.031250 Penalty: 814.096436
	Iteration 3F: 3 clusters Score -277982 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -278487.281250 Penalty: 814.096436
	Iteration 4F: 3 clusters Score -278487.3 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -278944.218750 Penalty: 814.096436
	Iteration 5F: 3 clusters Score -278944.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -279313.625000 Penalty: 814.096436
	Iteration 6F: 3 clusters Score -279313.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -279541.218750 Penalty: 814.096436
	Iteration 7Q: 3 clusters Score -279541.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -279675.156250 Penalty: 814.096436
	Iteration 8Q: 3 clusters Score -279675.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -279745.031250 Penalty: 814.096436
	Iteration 9Q: 3 clusters Score -279745 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -279794.593750 Penalty: 814.096436
	Iteration 10Q: 3 clusters Score -279794.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -279824.562500 Penalty: 814.096436
	Iteration 11Q: 3 clusters Score -279824.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -279836.562500 Penalty: 814.096436
	Iteration 12Q: 3 clusters Score -279836.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -279841.781250 Penalty: 814.096436
	Iteration 13Q: 3 clusters Score -279841.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -279846.531250 Penalty: 814.096436
	Iteration 14Q: 3 clusters Score -279846.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -279850.031250 Penalty: 814.096436
	Iteration 15Q: 3 clusters Score -279850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -279851.750000 Penalty: 814.096436
	Iteration 16Q: 3 clusters Score -279851.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -279854.250000 Penalty: 814.096436
	Iteration 17Q: 3 clusters Score -279854.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -279855.437500 Penalty: 814.096436
	Iteration 18Q: 3 clusters Score -279855.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -279855.718750 Penalty: 814.096436
	Iteration 19Q: 3 clusters Score -279855.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -279856.000000 Penalty: 814.096436
	Iteration 20F: 3 clusters Score -279856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -279855.593750 Penalty: 814.096436
	Iteration 21Q: 3 clusters Score -279855.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -279856.875000 Penalty: 814.096436
	Iteration 22Q: 3 clusters Score -279856.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -279857.593750 Penalty: 814.096436
	Iteration 23Q: 3 clusters Score -279857.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -279858.000000 Penalty: 814.096436
	Iteration 24Q: 3 clusters Score -279858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -279858.062500 Penalty: 814.096436
	Iteration 25Q: 3 clusters Score -279858.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -279858.062500 Penalty: 814.096436
	Iteration 26F: 3 clusters Score -279858.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -18385.583984 Penalty: 298.526917
	Iteration 0F: 2 clusters Score -18385.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -17766.451172 Penalty: 597.053833
	Iteration 0F: 3 clusters Score -17766.45 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -17973.726562 Penalty: 597.053833
	Iteration 1F: 3 clusters Score -17973.73 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -18058.699219 Penalty: 597.053833
	Iteration 2F: 3 clusters Score -18058.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -18127.498047 Penalty: 597.053833
	Iteration 3F: 3 clusters Score -18127.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -18180.130859 Penalty: 597.053833
	Iteration 4F: 3 clusters Score -18180.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -18228.798828 Penalty: 597.053833
	Iteration 5Q: 3 clusters Score -18228.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -18264.650391 Penalty: 597.053833
	Iteration 6Q: 3 clusters Score -18264.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -18287.349609 Penalty: 597.053833
	Iteration 7Q: 3 clusters Score -18287.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -18301.244141 Penalty: 597.053833
	Iteration 8Q: 3 clusters Score -18301.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -18316.728516 Penalty: 597.053833
	Iteration 9Q: 3 clusters Score -18316.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -18334.722656 Penalty: 597.053833
	Iteration 10Q: 3 clusters Score -18334.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -18343.898438 Penalty: 597.053833
	Iteration 11Q: 3 clusters Score -18343.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -18364.013672 Penalty: 597.053833
	Iteration 12Q: 3 clusters Score -18364.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -18382.097656 Penalty: 597.053833
	Iteration 13Q: 3 clusters Score -18382.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -18390.609375 Penalty: 597.053833
	Iteration 14Q: 3 clusters Score -18390.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -18400.675781 Penalty: 597.053833
	Iteration 15Q: 3 clusters Score -18400.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -18404.373047 Penalty: 597.053833
	Iteration 16Q: 3 clusters Score -18404.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -18406.273438 Penalty: 597.053833
	Iteration 17F: 3 clusters Score -18406.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -18416.402344 Penalty: 597.053833
	Iteration 18Q: 3 clusters Score -18416.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -18422.753906 Penalty: 597.053833
	Iteration 19Q: 3 clusters Score -18422.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -18427.753906 Penalty: 597.053833
	Iteration 20F: 3 clusters Score -18427.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -18455.876953 Penalty: 597.053833
	Iteration 21Q: 3 clusters Score -18455.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -18472.906250 Penalty: 597.053833
	Iteration 22Q: 3 clusters Score -18472.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -18474.369141 Penalty: 597.053833
	Iteration 23Q: 3 clusters Score -18474.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -18478.337891 Penalty: 597.053833
	Iteration 24Q: 3 clusters Score -18478.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -18482.001953 Penalty: 597.053833
	Iteration 25Q: 3 clusters Score -18482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -18482.001953 Penalty: 597.053833
	Iteration 26F: 3 clusters Score -18482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 10150 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 479909 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 6902 members 
Mstep: Class 7 contains 561147 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 7565 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 20192 members 
Mstep: Class 18 contains 2039 members 
Mstep: Class 19 contains 12319 members 
Mstep: Class 20 contains 103913 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 12442 members 
Mstep: Class 23 contains 15570 members 
Mstep: Class 24 contains 20674 members 
Mstep: Class 25 contains 9550 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 16037 members 
Mstep: Class 29 contains 796 members 
Mstep: Class 30 contains 11736 members 
Mstep: Class 31 contains 7678 members 
Mstep: Class 32 contains 77 members 
Mstep: Class 33 contains 9508 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 6433 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 1819 members 
Mstep: Class 40 contains 3678 members 
Mstep: Class 41 contains 630 members 
Entering Unmasked Estep 
Score: -50376584.000000 Penalty: 26384.455078
Splitting cluster 32 changes total score from -50376824.000000 to -50376584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (9508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Entering Unmasked Estep 
Score: -352266.875000 Penalty: 416.774963
	Iteration 0F: 2 clusters Score -352266.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -345934.875000 Penalty: 833.549927
	Iteration 0F: 3 clusters Score -345934.9 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -348581.468750 Penalty: 833.549927
	Iteration 1F: 3 clusters Score -348581.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -348798.562500 Penalty: 833.549927
	Iteration 2F: 3 clusters Score -348798.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -349101.343750 Penalty: 833.549927
	Iteration 3F: 3 clusters Score -349101.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -349443.812500 Penalty: 833.549927
	Iteration 4F: 3 clusters Score -349443.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -349838.468750 Penalty: 833.549927
	Iteration 5F: 3 clusters Score -349838.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -350149.250000 Penalty: 833.549927
	Iteration 6F: 3 clusters Score -350149.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -350357.968750 Penalty: 833.549927
	Iteration 7Q: 3 clusters Score -350358 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -350451.156250 Penalty: 833.549927
	Iteration 8Q: 3 clusters Score -350451.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -350491.843750 Penalty: 833.549927
	Iteration 9Q: 3 clusters Score -350491.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -350515.343750 Penalty: 833.549927
	Iteration 10Q: 3 clusters Score -350515.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -350539.156250 Penalty: 833.549927
	Iteration 11Q: 3 clusters Score -350539.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -350559.468750 Penalty: 833.549927
	Iteration 12Q: 3 clusters Score -350559.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -350579.250000 Penalty: 833.549927
	Iteration 13Q: 3 clusters Score -350579.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -350604.531250 Penalty: 833.549927
	Iteration 14Q: 3 clusters Score -350604.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -350630.750000 Penalty: 833.549927
	Iteration 15Q: 3 clusters Score -350630.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -350653.531250 Penalty: 833.549927
	Iteration 16Q: 3 clusters Score -350653.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -350668.281250 Penalty: 833.549927
	Iteration 17Q: 3 clusters Score -350668.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -350677.375000 Penalty: 833.549927
	Iteration 18Q: 3 clusters Score -350677.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -350685.562500 Penalty: 833.549927
	Iteration 19Q: 3 clusters Score -350685.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -350691.500000 Penalty: 833.549927
	Iteration 20F: 3 clusters Score -350691.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -350699.187500 Penalty: 833.549927
	Iteration 21Q: 3 clusters Score -350699.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -350709.000000 Penalty: 833.549927
	Iteration 22Q: 3 clusters Score -350709 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -350717.250000 Penalty: 833.549927
	Iteration 23Q: 3 clusters Score -350717.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -350726.656250 Penalty: 833.549927
	Iteration 24Q: 3 clusters Score -350726.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -350735.093750 Penalty: 833.549927
	Iteration 25Q: 3 clusters Score -350735.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -350739.968750 Penalty: 833.549927
	Iteration 26Q: 3 clusters Score -350740 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -350743.500000 Penalty: 833.549927
	Iteration 27Q: 3 clusters Score -350743.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -350746.687500 Penalty: 833.549927
	Iteration 28Q: 3 clusters Score -350746.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -350752.468750 Penalty: 833.549927
	Iteration 29Q: 3 clusters Score -350752.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -350756.656250 Penalty: 833.549927
	Iteration 30Q: 3 clusters Score -350756.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -350760.750000 Penalty: 833.549927
	Iteration 31Q: 3 clusters Score -350760.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -350766.656250 Penalty: 833.549927
	Iteration 32Q: 3 clusters Score -350766.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -350772.968750 Penalty: 833.549927
	Iteration 33Q: 3 clusters Score -350773 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -350781.375000 Penalty: 833.549927
	Iteration 34Q: 3 clusters Score -350781.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -350788.156250 Penalty: 833.549927
	Iteration 35Q: 3 clusters Score -350788.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -350794.625000 Penalty: 833.549927
	Iteration 36Q: 3 clusters Score -350794.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -350804.750000 Penalty: 833.549927
	Iteration 37Q: 3 clusters Score -350804.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -350819.593750 Penalty: 833.549927
	Iteration 38Q: 3 clusters Score -350819.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -350840.062500 Penalty: 833.549927
	Iteration 39Q: 3 clusters Score -350840.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -350864.468750 Penalty: 833.549927
	Iteration 40F: 3 clusters Score -350864.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -350887.031250 Penalty: 833.549927
	Iteration 41Q: 3 clusters Score -350887 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -350906.031250 Penalty: 833.549927
	Iteration 42Q: 3 clusters Score -350906 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -350935.468750 Penalty: 833.549927
	Iteration 43Q: 3 clusters Score -350935.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -350971.781250 Penalty: 833.549927
	Iteration 44Q: 3 clusters Score -350971.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -351014.875000 Penalty: 833.549927
	Iteration 45Q: 3 clusters Score -351014.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -351054.906250 Penalty: 833.549927
	Iteration 46Q: 3 clusters Score -351054.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -351099.656250 Penalty: 833.549927
	Iteration 47Q: 3 clusters Score -351099.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -351146.281250 Penalty: 833.549927
	Iteration 48Q: 3 clusters Score -351146.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -351195.687500 Penalty: 833.549927
	Iteration 49Q: 3 clusters Score -351195.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -351238.843750 Penalty: 833.549927
	Iteration 50Q: 3 clusters Score -351238.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -351290.500000 Penalty: 833.549927
	Iteration 51Q: 3 clusters Score -351290.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -351360.468750 Penalty: 833.549927
	Iteration 52Q: 3 clusters Score -351360.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -351435.968750 Penalty: 833.549927
	Iteration 53Q: 3 clusters Score -351436 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -351529.187500 Penalty: 833.549927
	Iteration 54Q: 3 clusters Score -351529.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -351603.218750 Penalty: 833.549927
	Iteration 55Q: 3 clusters Score -351603.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -351674.437500 Penalty: 833.549927
	Iteration 56Q: 3 clusters Score -351674.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -351742.000000 Penalty: 833.549927
	Iteration 57Q: 3 clusters Score -351742 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -351793.406250 Penalty: 833.549927
	Iteration 58Q: 3 clusters Score -351793.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -351831.156250 Penalty: 833.549927
	Iteration 59Q: 3 clusters Score -351831.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -351849.312500 Penalty: 833.549927
	Iteration 60F: 3 clusters Score -351849.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -351865.125000 Penalty: 833.549927
	Iteration 61Q: 3 clusters Score -351865.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -351882.718750 Penalty: 833.549927
	Iteration 62Q: 3 clusters Score -351882.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -351897.156250 Penalty: 833.549927
	Iteration 63Q: 3 clusters Score -351897.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -351906.968750 Penalty: 833.549927
	Iteration 64Q: 3 clusters Score -351907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -351913.156250 Penalty: 833.549927
	Iteration 65Q: 3 clusters Score -351913.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -351914.312500 Penalty: 833.549927
	Iteration 66Q: 3 clusters Score -351914.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -351918.781250 Penalty: 833.549927
	Iteration 67Q: 3 clusters Score -351918.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -351922.781250 Penalty: 833.549927
	Iteration 68Q: 3 clusters Score -351922.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -351925.531250 Penalty: 833.549927
	Iteration 69Q: 3 clusters Score -351925.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -351928.718750 Penalty: 833.549927
	Iteration 70Q: 3 clusters Score -351928.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -351931.781250 Penalty: 833.549927
	Iteration 71Q: 3 clusters Score -351931.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -351931.968750 Penalty: 833.549927
	Iteration 72Q: 3 clusters Score -351932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -351931.968750 Penalty: 833.549927
	Iteration 73F: 3 clusters Score -351932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -43868.808594 Penalty: 328.293427
	Iteration 0F: 2 clusters Score -43868.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -42837.832031 Penalty: 656.586853
	Iteration 0F: 3 clusters Score -42837.83 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -43185.539062 Penalty: 656.586853
	Iteration 1F: 3 clusters Score -43185.54 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -43296.527344 Penalty: 656.586853
	Iteration 2F: 3 clusters Score -43296.53 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -43386.644531 Penalty: 656.586853
	Iteration 3F: 3 clusters Score -43386.64 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -43482.019531 Penalty: 656.586853
	Iteration 4F: 3 clusters Score -43482.02 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -43576.304688 Penalty: 656.586853
	Iteration 5F: 3 clusters Score -43576.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -43625.011719 Penalty: 656.586853
	Iteration 6Q: 3 clusters Score -43625.01 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -43648.296875 Penalty: 656.586853
	Iteration 7Q: 3 clusters Score -43648.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -43663.199219 Penalty: 656.586853
	Iteration 8Q: 3 clusters Score -43663.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -43673.222656 Penalty: 656.586853
	Iteration 9Q: 3 clusters Score -43673.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -43676.480469 Penalty: 656.586853
	Iteration 10Q: 3 clusters Score -43676.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -43681.187500 Penalty: 656.586853
	Iteration 11Q: 3 clusters Score -43681.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -43684.773438 Penalty: 656.586853
	Iteration 12Q: 3 clusters Score -43684.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -43689.382812 Penalty: 656.586853
	Iteration 13Q: 3 clusters Score -43689.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -43693.996094 Penalty: 656.586853
	Iteration 14Q: 3 clusters Score -43694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -43697.816406 Penalty: 656.586853
	Iteration 15Q: 3 clusters Score -43697.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -43699.824219 Penalty: 656.586853
	Iteration 16Q: 3 clusters Score -43699.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -43701.507812 Penalty: 656.586853
	Iteration 17Q: 3 clusters Score -43701.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -43702.796875 Penalty: 656.586853
	Iteration 18Q: 3 clusters Score -43702.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -43703.589844 Penalty: 656.586853
	Iteration 19Q: 3 clusters Score -43703.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -43704.367188 Penalty: 656.586853
	Iteration 20F: 3 clusters Score -43704.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -43706.390625 Penalty: 656.586853
	Iteration 21Q: 3 clusters Score -43706.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -43706.390625 Penalty: 656.586853
	Iteration 22F: 3 clusters Score -43706.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Entering Unmasked Estep 
Score: -139149.734375 Penalty: 375.224640
	Iteration 0F: 2 clusters Score -139149.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -136532.140625 Penalty: 750.449280
	Iteration 0F: 3 clusters Score -136532.1 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -137553.500000 Penalty: 750.449280
	Iteration 1F: 3 clusters Score -137553.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -137730.171875 Penalty: 750.449280
	Iteration 2F: 3 clusters Score -137730.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -137903.593750 Penalty: 750.449280
	Iteration 3F: 3 clusters Score -137903.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -138075.828125 Penalty: 750.449280
	Iteration 4F: 3 clusters Score -138075.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -138236.703125 Penalty: 750.449280
	Iteration 5F: 3 clusters Score -138236.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -138358.500000 Penalty: 750.449280
	Iteration 6Q: 3 clusters Score -138358.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -138431.968750 Penalty: 750.449280
	Iteration 7Q: 3 clusters Score -138432 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -138488.062500 Penalty: 750.449280
	Iteration 8Q: 3 clusters Score -138488.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -138521.406250 Penalty: 750.449280
	Iteration 9Q: 3 clusters Score -138521.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -138546.203125 Penalty: 750.449280
	Iteration 10Q: 3 clusters Score -138546.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -138570.890625 Penalty: 750.449280
	Iteration 11Q: 3 clusters Score -138570.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -138593.140625 Penalty: 750.449280
	Iteration 12Q: 3 clusters Score -138593.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -138614.703125 Penalty: 750.449280
	Iteration 13Q: 3 clusters Score -138614.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -138644.093750 Penalty: 750.449280
	Iteration 14Q: 3 clusters Score -138644.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -138677.109375 Penalty: 750.449280
	Iteration 15Q: 3 clusters Score -138677.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -138696.156250 Penalty: 750.449280
	Iteration 16Q: 3 clusters Score -138696.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -138712.921875 Penalty: 750.449280
	Iteration 17Q: 3 clusters Score -138712.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -138722.984375 Penalty: 750.449280
	Iteration 18Q: 3 clusters Score -138723 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -138734.828125 Penalty: 750.449280
	Iteration 19Q: 3 clusters Score -138734.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -138749.265625 Penalty: 750.449280
	Iteration 20F: 3 clusters Score -138749.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -138767.187500 Penalty: 750.449280
	Iteration 21Q: 3 clusters Score -138767.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -138783.671875 Penalty: 750.449280
	Iteration 22Q: 3 clusters Score -138783.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -138796.000000 Penalty: 750.449280
	Iteration 23Q: 3 clusters Score -138796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -138804.281250 Penalty: 750.449280
	Iteration 24Q: 3 clusters Score -138804.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -138811.656250 Penalty: 750.449280
	Iteration 25Q: 3 clusters Score -138811.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -138818.281250 Penalty: 750.449280
	Iteration 26Q: 3 clusters Score -138818.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -138826.500000 Penalty: 750.449280
	Iteration 27Q: 3 clusters Score -138826.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -138831.078125 Penalty: 750.449280
	Iteration 28Q: 3 clusters Score -138831.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -138835.171875 Penalty: 750.449280
	Iteration 29Q: 3 clusters Score -138835.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -138838.046875 Penalty: 750.449280
	Iteration 30Q: 3 clusters Score -138838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -138840.203125 Penalty: 750.449280
	Iteration 31Q: 3 clusters Score -138840.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -138841.156250 Penalty: 750.449280
	Iteration 32Q: 3 clusters Score -138841.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -138841.890625 Penalty: 750.449280
	Iteration 33Q: 3 clusters Score -138841.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -138842.218750 Penalty: 750.449280
	Iteration 34Q: 3 clusters Score -138842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -138842.375000 Penalty: 750.449280
	Iteration 35Q: 3 clusters Score -138842.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -138842.250000 Penalty: 750.449280
	Iteration 36Q: 3 clusters Score -138842.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -138842.250000 Penalty: 750.449280
	Iteration 37F: 3 clusters Score -138842.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Entering Unmasked Estep 
Score: -48448.453125 Penalty: 338.285583
	Iteration 0F: 2 clusters Score -48448.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -47216.855469 Penalty: 676.571167
	Iteration 0F: 3 clusters Score -47216.86 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -47611.472656 Penalty: 676.571167
	Iteration 1F: 3 clusters Score -47611.47 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -47730.246094 Penalty: 676.571167
	Iteration 2F: 3 clusters Score -47730.25 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -47824.531250 Penalty: 676.571167
	Iteration 3F: 3 clusters Score -47824.53 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -47913.394531 Penalty: 676.571167
	Iteration 4F: 3 clusters Score -47913.39 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -47960.859375 Penalty: 676.571167
	Iteration 5F: 3 clusters Score -47960.86 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -47999.617188 Penalty: 676.571167
	Iteration 6Q: 3 clusters Score -47999.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -48028.347656 Penalty: 676.571167
	Iteration 7Q: 3 clusters Score -48028.35 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -48051.308594 Penalty: 676.571167
	Iteration 8Q: 3 clusters Score -48051.31 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -48072.558594 Penalty: 676.571167
	Iteration 9Q: 3 clusters Score -48072.56 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -48094.734375 Penalty: 676.571167
	Iteration 10Q: 3 clusters Score -48094.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -48110.500000 Penalty: 676.571167
	Iteration 11Q: 3 clusters Score -48110.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -48126.101562 Penalty: 676.571167
	Iteration 12Q: 3 clusters Score -48126.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -48140.128906 Penalty: 676.571167
	Iteration 13Q: 3 clusters Score -48140.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -48150.753906 Penalty: 676.571167
	Iteration 14Q: 3 clusters Score -48150.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -48157.042969 Penalty: 676.571167
	Iteration 15Q: 3 clusters Score -48157.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -48163.812500 Penalty: 676.571167
	Iteration 16Q: 3 clusters Score -48163.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -48171.316406 Penalty: 676.571167
	Iteration 17Q: 3 clusters Score -48171.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -48183.781250 Penalty: 676.571167
	Iteration 18Q: 3 clusters Score -48183.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -48200.570312 Penalty: 676.571167
	Iteration 19Q: 3 clusters Score -48200.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -48210.457031 Penalty: 676.571167
	Iteration 20F: 3 clusters Score -48210.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -48217.789062 Penalty: 676.571167
	Iteration 21Q: 3 clusters Score -48217.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -48224.492188 Penalty: 676.571167
	Iteration 22Q: 3 clusters Score -48224.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -48230.703125 Penalty: 676.571167
	Iteration 23Q: 3 clusters Score -48230.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -48234.808594 Penalty: 676.571167
	Iteration 24Q: 3 clusters Score -48234.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -48240.519531 Penalty: 676.571167
	Iteration 25Q: 3 clusters Score -48240.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -48248.062500 Penalty: 676.571167
	Iteration 26Q: 3 clusters Score -48248.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -48252.687500 Penalty: 676.571167
	Iteration 27Q: 3 clusters Score -48252.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -48255.554688 Penalty: 676.571167
	Iteration 28Q: 3 clusters Score -48255.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -48258.019531 Penalty: 676.571167
	Iteration 29Q: 3 clusters Score -48258.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -48261.105469 Penalty: 676.571167
	Iteration 30Q: 3 clusters Score -48261.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -48264.457031 Penalty: 676.571167
	Iteration 31Q: 3 clusters Score -48264.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -48266.117188 Penalty: 676.571167
	Iteration 32Q: 3 clusters Score -48266.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -48268.175781 Penalty: 676.571167
	Iteration 33Q: 3 clusters Score -48268.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -48269.976562 Penalty: 676.571167
	Iteration 34Q: 3 clusters Score -48269.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -48272.597656 Penalty: 676.571167
	Iteration 35Q: 3 clusters Score -48272.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -48277.656250 Penalty: 676.571167
	Iteration 36Q: 3 clusters Score -48277.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -48283.710938 Penalty: 676.571167
	Iteration 37Q: 3 clusters Score -48283.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -48289.003906 Penalty: 676.571167
	Iteration 38Q: 3 clusters Score -48289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -48290.769531 Penalty: 676.571167
	Iteration 39Q: 3 clusters Score -48290.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -48291.753906 Penalty: 676.571167
	Iteration 40F: 3 clusters Score -48291.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -48292.554688 Penalty: 676.571167
	Iteration 41Q: 3 clusters Score -48292.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -48293.074219 Penalty: 676.571167
	Iteration 42Q: 3 clusters Score -48293.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -48293.445312 Penalty: 676.571167
	Iteration 43Q: 3 clusters Score -48293.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -48294.273438 Penalty: 676.571167
	Iteration 44Q: 3 clusters Score -48294.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -48294.734375 Penalty: 676.571167
	Iteration 45Q: 3 clusters Score -48294.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -48294.976562 Penalty: 676.571167
	Iteration 46Q: 3 clusters Score -48294.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -48295.417969 Penalty: 676.571167
	Iteration 47Q: 3 clusters Score -48295.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -48295.593750 Penalty: 676.571167
	Iteration 48Q: 3 clusters Score -48295.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -48295.593750 Penalty: 676.571167
	Iteration 49F: 3 clusters Score -48295.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Entering Unmasked Estep 
Score: -238272.203125 Penalty: 398.998444
	Iteration 0F: 2 clusters Score -238272.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -233960.734375 Penalty: 797.996887
	Iteration 0F: 3 clusters Score -233960.7 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -235560.656250 Penalty: 797.996887
	Iteration 1F: 3 clusters Score -235560.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -235733.031250 Penalty: 797.996887
	Iteration 2F: 3 clusters Score -235733 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -235947.781250 Penalty: 797.996887
	Iteration 3F: 3 clusters Score -235947.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -236240.484375 Penalty: 797.996887
	Iteration 4F: 3 clusters Score -236240.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -236583.250000 Penalty: 797.996887
	Iteration 5F: 3 clusters Score -236583.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -236929.078125 Penalty: 797.996887
	Iteration 6F: 3 clusters Score -236929.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -237232.546875 Penalty: 797.996887
	Iteration 7F: 3 clusters Score -237232.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -237475.937500 Penalty: 797.996887
	Iteration 8Q: 3 clusters Score -237475.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -237632.015625 Penalty: 797.996887
	Iteration 9Q: 3 clusters Score -237632 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -237749.000000 Penalty: 797.996887
	Iteration 10Q: 3 clusters Score -237749 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -237828.062500 Penalty: 797.996887
	Iteration 11Q: 3 clusters Score -237828.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -237886.125000 Penalty: 797.996887
	Iteration 12Q: 3 clusters Score -237886.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -237924.156250 Penalty: 797.996887
	Iteration 13Q: 3 clusters Score -237924.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -237945.953125 Penalty: 797.996887
	Iteration 14Q: 3 clusters Score -237946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -237955.093750 Penalty: 797.996887
	Iteration 15Q: 3 clusters Score -237955.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -237955.875000 Penalty: 797.996887
	Iteration 16Q: 3 clusters Score -237955.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -237958.265625 Penalty: 797.996887
	Iteration 17Q: 3 clusters Score -237958.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -237959.109375 Penalty: 797.996887
	Iteration 18Q: 3 clusters Score -237959.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -237959.171875 Penalty: 797.996887
	Iteration 19Q: 3 clusters Score -237959.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -237960.062500 Penalty: 797.996887
	Iteration 20F: 3 clusters Score -237960.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -40896.761719 Penalty: 323.832855
	Iteration 0F: 2 clusters Score -40896.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -39939.390625 Penalty: 647.665710
	Iteration 0F: 3 clusters Score -39939.39 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -40233.046875 Penalty: 647.665710
	Iteration 1F: 3 clusters Score -40233.05 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -40306.230469 Penalty: 647.665710
	Iteration 2F: 3 clusters Score -40306.23 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -40356.453125 Penalty: 647.665710
	Iteration 3F: 3 clusters Score -40356.45 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -40406.156250 Penalty: 647.665710
	Iteration 4F: 3 clusters Score -40406.16 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -40455.085938 Penalty: 647.665710
	Iteration 5F: 3 clusters Score -40455.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -40486.832031 Penalty: 647.665710
	Iteration 6Q: 3 clusters Score -40486.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -40510.269531 Penalty: 647.665710
	Iteration 7Q: 3 clusters Score -40510.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -40530.402344 Penalty: 647.665710
	Iteration 8Q: 3 clusters Score -40530.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -40548.664062 Penalty: 647.665710
	Iteration 9Q: 3 clusters Score -40548.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -40578.535156 Penalty: 647.665710
	Iteration 10Q: 3 clusters Score -40578.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -40613.054688 Penalty: 647.665710
	Iteration 11Q: 3 clusters Score -40613.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -40635.203125 Penalty: 647.665710
	Iteration 12Q: 3 clusters Score -40635.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -40642.464844 Penalty: 647.665710
	Iteration 13Q: 3 clusters Score -40642.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -40648.062500 Penalty: 647.665710
	Iteration 14Q: 3 clusters Score -40648.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -40651.125000 Penalty: 647.665710
	Iteration 15Q: 3 clusters Score -40651.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -40654.476562 Penalty: 647.665710
	Iteration 16Q: 3 clusters Score -40654.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -40656.687500 Penalty: 647.665710
	Iteration 17Q: 3 clusters Score -40656.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -40657.421875 Penalty: 647.665710
	Iteration 18Q: 3 clusters Score -40657.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -40658.902344 Penalty: 647.665710
	Iteration 19Q: 3 clusters Score -40658.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -40660.812500 Penalty: 647.665710
	Iteration 20F: 3 clusters Score -40660.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -40662.871094 Penalty: 647.665710
	Iteration 21Q: 3 clusters Score -40662.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -40665.863281 Penalty: 647.665710
	Iteration 22Q: 3 clusters Score -40665.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -40668.597656 Penalty: 647.665710
	Iteration 23Q: 3 clusters Score -40668.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -40671.945312 Penalty: 647.665710
	Iteration 24Q: 3 clusters Score -40671.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -40673.656250 Penalty: 647.665710
	Iteration 25Q: 3 clusters Score -40673.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -40676.074219 Penalty: 647.665710
	Iteration 26Q: 3 clusters Score -40676.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -40678.265625 Penalty: 647.665710
	Iteration 27Q: 3 clusters Score -40678.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -40679.953125 Penalty: 647.665710
	Iteration 28Q: 3 clusters Score -40679.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -40682.199219 Penalty: 647.665710
	Iteration 29Q: 3 clusters Score -40682.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -40683.988281 Penalty: 647.665710
	Iteration 30Q: 3 clusters Score -40683.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -40687.371094 Penalty: 647.665710
	Iteration 31Q: 3 clusters Score -40687.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -40691.378906 Penalty: 647.665710
	Iteration 32Q: 3 clusters Score -40691.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -40692.632812 Penalty: 647.665710
	Iteration 33Q: 3 clusters Score -40692.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -40692.957031 Penalty: 647.665710
	Iteration 34Q: 3 clusters Score -40692.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -40693.566406 Penalty: 647.665710
	Iteration 35Q: 3 clusters Score -40693.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -40694.433594 Penalty: 647.665710
	Iteration 36Q: 3 clusters Score -40694.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -40695.125000 Penalty: 647.665710
	Iteration 37Q: 3 clusters Score -40695.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -40696.546875 Penalty: 647.665710
	Iteration 38Q: 3 clusters Score -40696.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -40698.078125 Penalty: 647.665710
	Iteration 39Q: 3 clusters Score -40698.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -40699.203125 Penalty: 647.665710
	Iteration 40F: 3 clusters Score -40699.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -40700.777344 Penalty: 647.665710
	Iteration 41Q: 3 clusters Score -40700.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -40701.710938 Penalty: 647.665710
	Iteration 42Q: 3 clusters Score -40701.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -40702.550781 Penalty: 647.665710
	Iteration 43Q: 3 clusters Score -40702.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -40702.582031 Penalty: 647.665710
	Iteration 44Q: 3 clusters Score -40702.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -40702.582031 Penalty: 647.665710
	Iteration 45F: 3 clusters Score -40702.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -66179.453125 Penalty: 341.524902
	Iteration 0F: 2 clusters Score -66179.45 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 913 members 
Entering Unmasked Estep 
Score: -64837.656250 Penalty: 683.049805
	Iteration 0F: 3 clusters Score -64837.66 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -65428.281250 Penalty: 683.049805
	Iteration 1F: 3 clusters Score -65428.28 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -65626.945312 Penalty: 683.049805
	Iteration 2F: 3 clusters Score -65626.95 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -65808.242188 Penalty: 683.049805
	Iteration 3F: 3 clusters Score -65808.24 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -65900.429688 Penalty: 683.049805
	Iteration 4F: 3 clusters Score -65900.43 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -65927.898438 Penalty: 683.049805
	Iteration 5Q: 3 clusters Score -65927.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -65945.109375 Penalty: 683.049805
	Iteration 6Q: 3 clusters Score -65945.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -65953.742188 Penalty: 683.049805
	Iteration 7Q: 3 clusters Score -65953.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -65959.125000 Penalty: 683.049805
	Iteration 8Q: 3 clusters Score -65959.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -65963.203125 Penalty: 683.049805
	Iteration 9Q: 3 clusters Score -65963.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -65966.484375 Penalty: 683.049805
	Iteration 10Q: 3 clusters Score -65966.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -65966.968750 Penalty: 683.049805
	Iteration 11Q: 3 clusters Score -65966.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -65967.570312 Penalty: 683.049805
	Iteration 12Q: 3 clusters Score -65967.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -65967.968750 Penalty: 683.049805
	Iteration 13Q: 3 clusters Score -65967.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -65968.046875 Penalty: 683.049805
	Iteration 14Q: 3 clusters Score -65968.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -65968.156250 Penalty: 683.049805
	Iteration 15Q: 3 clusters Score -65968.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -65968.554688 Penalty: 683.049805
	Iteration 16Q: 3 clusters Score -65968.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -65968.750000 Penalty: 683.049805
	Iteration 17Q: 3 clusters Score -65968.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -65969.195312 Penalty: 683.049805
	Iteration 18Q: 3 clusters Score -65969.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -65969.304688 Penalty: 683.049805
	Iteration 19Q: 3 clusters Score -65969.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -65969.304688 Penalty: 683.049805
	Iteration 20F: 3 clusters Score -65969.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Entering Unmasked Estep 
Score: -136578.234375 Penalty: 373.560638
	Iteration 0F: 2 clusters Score -136578.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -134031.828125 Penalty: 747.121277
	Iteration 0F: 3 clusters Score -134031.8 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -135012.781250 Penalty: 747.121277
	Iteration 1F: 3 clusters Score -135012.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -135204.500000 Penalty: 747.121277
	Iteration 2F: 3 clusters Score -135204.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -135393.125000 Penalty: 747.121277
	Iteration 3F: 3 clusters Score -135393.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -135567.015625 Penalty: 747.121277
	Iteration 4F: 3 clusters Score -135567 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -135725.625000 Penalty: 747.121277
	Iteration 5F: 3 clusters Score -135725.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -135879.687500 Penalty: 747.121277
	Iteration 6Q: 3 clusters Score -135879.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -136018.578125 Penalty: 747.121277
	Iteration 7Q: 3 clusters Score -136018.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -136115.250000 Penalty: 747.121277
	Iteration 8Q: 3 clusters Score -136115.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -136174.453125 Penalty: 747.121277
	Iteration 9Q: 3 clusters Score -136174.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -136203.453125 Penalty: 747.121277
	Iteration 10Q: 3 clusters Score -136203.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -136219.984375 Penalty: 747.121277
	Iteration 11Q: 3 clusters Score -136220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -136228.328125 Penalty: 747.121277
	Iteration 12Q: 3 clusters Score -136228.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -136233.437500 Penalty: 747.121277
	Iteration 13Q: 3 clusters Score -136233.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -136240.140625 Penalty: 747.121277
	Iteration 14Q: 3 clusters Score -136240.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -136244.187500 Penalty: 747.121277
	Iteration 15Q: 3 clusters Score -136244.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -136245.375000 Penalty: 747.121277
	Iteration 16Q: 3 clusters Score -136245.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -136245.937500 Penalty: 747.121277
	Iteration 17Q: 3 clusters Score -136245.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -136245.937500 Penalty: 747.121277
	Iteration 18F: 3 clusters Score -136245.9 nChanged 0
25->41 Clusters: Score -50376824.000000, best is -50386268.000000

Main iterations: 1480 (time per=9367.121516ms)
Total iterations: 66282 (time per=209.156933ms)
Iterations metric 2: 1003112038400.000000 (time per=13.820330ns)
Iterations metric 3: 12037871632384.000000 (time per=1151.643768ps)

That took 13863.339844 seconds.
